warning: commands will be executed using /bin/sh
job 1310 at Fri Jun 14 04:31:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1985312 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 34924 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 34650 members 
Mstep: Class 5 contains 34559 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 34932 members 
Mstep: Class 9 contains 34638 members 
Mstep: Class 10 contains 35041 members 
Mstep: Class 11 contains 34801 members 
Mstep: Class 12 contains 34441 members 
Mstep: Class 13 contains 34867 members 
Mstep: Class 14 contains 35032 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 34794 members 
Mstep: Class 17 contains 34825 members 
Mstep: Class 18 contains 34820 members 
Mstep: Class 19 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 363.916626 but Gain 2177.933594
Score: -77617456.000000 Penalty: 39202.820312
Iteration 0F: 19 clusters Score -7.761746e+07 nChanged 626902
Entering Unmasked Mstep 
Mstep: Class 0 contains 3116 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 203787 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 19954 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 14 contains 72831 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 310708 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1254.852783 but Gain 2177.933594
Score: -84017024.000000 Penalty: 37024.886719
Iteration 1F: 18 clusters Score -8.401702e+07 nChanged 171663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1725 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8848 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 226431 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 26074 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 19816 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 90747 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 261964 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84367824.000000 Penalty: 37024.886719
Iteration 2F: 18 clusters Score -8.436782e+07 nChanged 134367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1170 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 18615 members 
Mstep: Class 5 contains 186698 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 28321 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 109582 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 251843 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84738008.000000 Penalty: 37024.886719
Iteration 3F: 18 clusters Score -8.473801e+07 nChanged 123544
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 23791 members 
Mstep: Class 5 contains 174947 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 52808 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 41381 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 12 contains 6401 members 
Mstep: Class 13 contains 2248 members 
Mstep: Class 14 contains 128576 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 206639 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85030336.000000 Penalty: 37024.886719
Iteration 4F: 18 clusters Score -8.503034e+07 nChanged 117787
Entering Unmasked Mstep 
Mstep: Class 0 contains 745 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6223 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 20219 members 
Mstep: Class 5 contains 160986 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 72374 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 58254 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 12 contains 8775 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 14 contains 140907 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 172079 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85337744.000000 Penalty: 37024.886719
Iteration 5F: 18 clusters Score -8.533774e+07 nChanged 94695
Entering Unmasked Mstep 
Mstep: Class 0 contains 671 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 145567 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 89739 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 77634 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 129389 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 159285 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85437560.000000 Penalty: 37024.886719
Iteration 6F: 18 clusters Score -8.543756e+07 nChanged 82799
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 136365 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 102239 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 102889 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 12 contains 12192 members 
Mstep: Class 13 contains 4373 members 
Mstep: Class 14 contains 118637 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 138184 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85527032.000000 Penalty: 37024.886719
Iteration 7F: 18 clusters Score -8.552703e+07 nChanged 70558
Entering Unmasked Mstep 
Mstep: Class 0 contains 532 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7718 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 19456 members 
Mstep: Class 5 contains 126737 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 113887 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 126133 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 12 contains 13117 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 107134 members 
Mstep: Class 16 contains 1094 members 
Mstep: Class 17 contains 121026 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85582776.000000 Penalty: 37024.886719
Iteration 8F: 18 clusters Score -8.558278e+07 nChanged 69430
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 19323 members 
Mstep: Class 5 contains 120417 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 122876 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 136684 members 
Mstep: Class 10 contains 10853 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 97955 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 113380 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85613152.000000 Penalty: 37024.886719
Iteration 9F: 18 clusters Score -8.561315e+07 nChanged 59232
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 19199 members 
Mstep: Class 5 contains 119301 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 127475 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 134487 members 
Mstep: Class 10 contains 11057 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 96107 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 110010 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85641752.000000 Penalty: 37024.886719
Iteration 10F: 18 clusters Score -8.564175e+07 nChanged 44038
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13440 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 19124 members 
Mstep: Class 5 contains 118783 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 128525 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 131017 members 
Mstep: Class 10 contains 11225 members 
Mstep: Class 12 contains 16411 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 97183 members 
Mstep: Class 16 contains 1193 members 
Mstep: Class 17 contains 107736 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85664224.000000 Penalty: 37024.886719
Iteration 11F: 18 clusters Score -8.566422e+07 nChanged 36491
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14600 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 19104 members 
Mstep: Class 5 contains 118645 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 127108 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 128429 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 12 contains 18056 members 
Mstep: Class 13 contains 9545 members 
Mstep: Class 14 contains 99225 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 105659 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85683944.000000 Penalty: 37024.886719
Iteration 12F: 18 clusters Score -8.568394e+07 nChanged 31180
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15336 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 118774 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 124430 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 126126 members 
Mstep: Class 10 contains 11327 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 11318 members 
Mstep: Class 14 contains 101368 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 103884 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85699232.000000 Penalty: 37024.886719
Iteration 13Q: 18 clusters Score -8.569923e+07 nChanged 27050
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15730 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 19075 members 
Mstep: Class 5 contains 119042 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 121404 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 123742 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 12 contains 22376 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 103550 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 102379 members 
Mstep: Class 18 contains 958 members 
Mstep: Class 19 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85712376.000000 Penalty: 37024.886719
Iteration 14Q: 18 clusters Score -8.571238e+07 nChanged 23665
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15856 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 119113 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 118371 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 121740 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 12 contains 24690 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 105403 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 101130 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85723824.000000 Penalty: 37024.886719
Iteration 15Q: 18 clusters Score -8.572382e+07 nChanged 21401
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15869 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 119180 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 115709 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 119831 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 12 contains 26941 members 
Mstep: Class 13 contains 17773 members 
Mstep: Class 14 contains 106661 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 100022 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85732344.000000 Penalty: 37024.886719
Iteration 16Q: 18 clusters Score -8.573234e+07 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15821 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 119036 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 113444 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 118224 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 12 contains 29001 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 107567 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 98835 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85739472.000000 Penalty: 37024.886719
Iteration 17Q: 18 clusters Score -8.573947e+07 nChanged 18807
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15733 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 118746 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 111328 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 116812 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 12 contains 30869 members 
Mstep: Class 13 contains 22979 members 
Mstep: Class 14 contains 108372 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 97739 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85745736.000000 Penalty: 37024.886719
Iteration 18Q: 18 clusters Score -8.574574e+07 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15630 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 118431 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 109315 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 115726 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 12 contains 32492 members 
Mstep: Class 13 contains 25486 members 
Mstep: Class 14 contains 109091 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 96743 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85751304.000000 Penalty: 37024.886719
Iteration 19Q: 18 clusters Score -8.57513e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 117937 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 107705 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 114731 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 27754 members 
Mstep: Class 14 contains 109741 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 95853 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85757072.000000 Penalty: 37024.886719
Iteration 20F: 18 clusters Score -8.575707e+07 nChanged 16326
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 117318 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 106459 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 113897 members 
Mstep: Class 10 contains 9173 members 
Mstep: Class 12 contains 35094 members 
Mstep: Class 13 contains 29883 members 
Mstep: Class 14 contains 110185 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 95080 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85763528.000000 Penalty: 37024.886719
Iteration 21Q: 18 clusters Score -8.576353e+07 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 116558 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 105584 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 113026 members 
Mstep: Class 10 contains 9004 members 
Mstep: Class 12 contains 36099 members 
Mstep: Class 13 contains 31870 members 
Mstep: Class 14 contains 110646 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 94363 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85769720.000000 Penalty: 37024.886719
Iteration 22Q: 18 clusters Score -8.576972e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15347 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 115771 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 105049 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 112019 members 
Mstep: Class 10 contains 8898 members 
Mstep: Class 12 contains 36937 members 
Mstep: Class 13 contains 33671 members 
Mstep: Class 14 contains 110861 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 94002 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85776136.000000 Penalty: 37024.886719
Iteration 23Q: 18 clusters Score -8.577614e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15293 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 114688 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 104832 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 110909 members 
Mstep: Class 10 contains 8800 members 
Mstep: Class 12 contains 37700 members 
Mstep: Class 13 contains 35336 members 
Mstep: Class 14 contains 110763 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 94241 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85782872.000000 Penalty: 37024.886719
Iteration 24Q: 18 clusters Score -8.578287e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 113415 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 104596 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 109527 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 12 contains 38285 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 110374 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 95488 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85790376.000000 Penalty: 37024.886719
Iteration 25Q: 18 clusters Score -8.579038e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15202 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 111632 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 104423 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 108002 members 
Mstep: Class 10 contains 8654 members 
Mstep: Class 12 contains 38787 members 
Mstep: Class 13 contains 38325 members 
Mstep: Class 14 contains 109800 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 97729 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85796968.000000 Penalty: 37024.886719
Iteration 26Q: 18 clusters Score -8.579697e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15143 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 109975 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 103923 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 106176 members 
Mstep: Class 10 contains 8611 members 
Mstep: Class 12 contains 39279 members 
Mstep: Class 13 contains 39639 members 
Mstep: Class 14 contains 109301 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 100502 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85801960.000000 Penalty: 37024.886719
Iteration 27Q: 18 clusters Score -8.580196e+07 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15109 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 108522 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 103360 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 104445 members 
Mstep: Class 10 contains 8605 members 
Mstep: Class 12 contains 39683 members 
Mstep: Class 13 contains 40684 members 
Mstep: Class 14 contains 109168 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 102969 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85805352.000000 Penalty: 37024.886719
Iteration 28Q: 18 clusters Score -8.580535e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15088 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 107498 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 102668 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 102891 members 
Mstep: Class 10 contains 8591 members 
Mstep: Class 12 contains 40010 members 
Mstep: Class 13 contains 41514 members 
Mstep: Class 14 contains 109380 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 104894 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85808696.000000 Penalty: 37024.886719
Iteration 29Q: 18 clusters Score -8.58087e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15083 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 106828 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 101757 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 101607 members 
Mstep: Class 10 contains 8574 members 
Mstep: Class 12 contains 40254 members 
Mstep: Class 13 contains 42172 members 
Mstep: Class 14 contains 109889 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 106367 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85810512.000000 Penalty: 37024.886719
Iteration 30Q: 18 clusters Score -8.581051e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15106 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 106409 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 100769 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 100611 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 12 contains 40416 members 
Mstep: Class 13 contains 42743 members 
Mstep: Class 14 contains 110610 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 107304 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85813056.000000 Penalty: 37024.886719
Iteration 31Q: 18 clusters Score -8.581306e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15187 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 106005 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 99847 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 99933 members 
Mstep: Class 10 contains 8556 members 
Mstep: Class 12 contains 40504 members 
Mstep: Class 13 contains 43199 members 
Mstep: Class 14 contains 111374 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 107923 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85814480.000000 Penalty: 37024.886719
Iteration 32Q: 18 clusters Score -8.581448e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15271 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 105795 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 98959 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 99445 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 12 contains 40578 members 
Mstep: Class 13 contains 43566 members 
Mstep: Class 14 contains 112152 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 108194 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85815944.000000 Penalty: 37024.886719
Iteration 33Q: 18 clusters Score -8.581594e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105713 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 98134 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 99057 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 12 contains 40627 members 
Mstep: Class 13 contains 43911 members 
Mstep: Class 14 contains 112706 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 108432 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85817024.000000 Penalty: 37024.886719
Iteration 34Q: 18 clusters Score -8.581702e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105666 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 97338 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 98679 members 
Mstep: Class 10 contains 8579 members 
Mstep: Class 12 contains 40730 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 113177 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 108647 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85818112.000000 Penalty: 37024.886719
Iteration 35Q: 18 clusters Score -8.581811e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15626 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105669 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 96649 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 98311 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 12 contains 40788 members 
Mstep: Class 13 contains 44448 members 
Mstep: Class 14 contains 113688 members 
Mstep: Class 16 contains 1225 members 
Mstep: Class 17 contains 108765 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85818800.000000 Penalty: 37024.886719
Iteration 36Q: 18 clusters Score -8.58188e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15744 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105679 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 95905 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97893 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 12 contains 40801 members 
Mstep: Class 13 contains 44715 members 
Mstep: Class 14 contains 114188 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 109009 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85819448.000000 Penalty: 37024.886719
Iteration 37Q: 18 clusters Score -8.581945e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15870 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105680 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 95148 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97596 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 12 contains 40852 members 
Mstep: Class 13 contains 44935 members 
Mstep: Class 14 contains 114598 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 109259 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85819368.000000 Penalty: 37024.886719
Iteration 38Q: 18 clusters Score -8.581937e+07 nChanged 6456
Entering ConstructFrom: 
Score: -85819368.000000 Penalty: 37024.886719
Entering ConstructFrom: 
Trying to split cluster 1 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -169284.718750 Penalty: 1178.918823
	Iteration 0F: 2 clusters Score -169284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167655.593750 Penalty: 2357.837646
	Iteration 0F: 3 clusters Score -167655.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -168526.796875 Penalty: 2357.837646
	Iteration 1F: 3 clusters Score -168526.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169112.500000 Penalty: 2357.837646
	Iteration 2F: 3 clusters Score -169112.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169661.453125 Penalty: 2357.837646
	Iteration 3F: 3 clusters Score -169661.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170354.171875 Penalty: 2357.837646
	Iteration 4F: 3 clusters Score -170354.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170568.328125 Penalty: 2357.837646
	Iteration 5F: 3 clusters Score -170568.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -170608.703125 Penalty: 2357.837646
	Iteration 6Q: 3 clusters Score -170608.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170647.296875 Penalty: 2357.837646
	Iteration 7Q: 3 clusters Score -170647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170665.531250 Penalty: 2357.837646
	Iteration 8Q: 3 clusters Score -170665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170667.421875 Penalty: 2357.837646
	Iteration 9Q: 3 clusters Score -170667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170667.421875 Penalty: 2357.837646
	Iteration 10F: 3 clusters Score -170667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15999 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105772 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Entering Unmasked Estep 
Score: -85819672.000000 Penalty: 39202.820312
Splitting cluster 1 changes total score from -85819368.000000 to -85819672.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (15999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Entering Unmasked Estep 
Score: -2046562.125000 Penalty: 1573.045776
	Iteration 0F: 2 clusters Score -2046562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2035521.625000 Penalty: 3146.091553
	Iteration 0F: 3 clusters Score -2035522 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2039772.750000 Penalty: 3146.091553
	Iteration 1F: 3 clusters Score -2039773 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2040904.250000 Penalty: 3146.091553
	Iteration 2F: 3 clusters Score -2040904 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2042380.250000 Penalty: 3146.091553
	Iteration 3F: 3 clusters Score -2042380 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2043823.375000 Penalty: 3146.091553
	Iteration 4F: 3 clusters Score -2043823 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2044987.250000 Penalty: 3146.091553
	Iteration 5F: 3 clusters Score -2044987 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2045752.000000 Penalty: 3146.091553
	Iteration 6F: 3 clusters Score -2045752 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2046225.125000 Penalty: 3146.091553
	Iteration 7Q: 3 clusters Score -2046225 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2046575.875000 Penalty: 3146.091553
	Iteration 8Q: 3 clusters Score -2046576 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2046795.375000 Penalty: 3146.091553
	Iteration 9Q: 3 clusters Score -2046795 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2046965.750000 Penalty: 3146.091553
	Iteration 10Q: 3 clusters Score -2046966 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2047105.500000 Penalty: 3146.091553
	Iteration 11Q: 3 clusters Score -2047106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2047216.375000 Penalty: 3146.091553
	Iteration 12Q: 3 clusters Score -2047216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2047287.625000 Penalty: 3146.091553
	Iteration 13Q: 3 clusters Score -2047288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2047337.500000 Penalty: 3146.091553
	Iteration 14Q: 3 clusters Score -2047338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2047357.250000 Penalty: 3146.091553
	Iteration 15Q: 3 clusters Score -2047357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2047367.250000 Penalty: 3146.091553
	Iteration 16Q: 3 clusters Score -2047367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2047371.125000 Penalty: 3146.091553
	Iteration 17Q: 3 clusters Score -2047371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2047379.250000 Penalty: 3146.091553
	Iteration 18Q: 3 clusters Score -2047379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2047382.375000 Penalty: 3146.091553
	Iteration 19Q: 3 clusters Score -2047382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2047384.375000 Penalty: 3146.091553
	Iteration 20F: 3 clusters Score -2047384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2047390.625000 Penalty: 3146.091553
	Iteration 21Q: 3 clusters Score -2047391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2047392.250000 Penalty: 3146.091553
	Iteration 22Q: 3 clusters Score -2047392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2047390.250000 Penalty: 3146.091553
	Iteration 23Q: 3 clusters Score -2047390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2047394.125000 Penalty: 3146.091553
	Iteration 24Q: 3 clusters Score -2047394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2047394.625000 Penalty: 3146.091553
	Iteration 25Q: 3 clusters Score -2047395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2047394.500000 Penalty: 3146.091553
	Iteration 26Q: 3 clusters Score -2047394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2047392.875000 Penalty: 3146.091553
	Iteration 27Q: 3 clusters Score -2047393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2047392.750000 Penalty: 3146.091553
	Iteration 28Q: 3 clusters Score -2047393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2047390.625000 Penalty: 3146.091553
	Iteration 29Q: 3 clusters Score -2047391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2047392.000000 Penalty: 3146.091553
	Iteration 30Q: 3 clusters Score -2047392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2047395.000000 Penalty: 3146.091553
	Iteration 31Q: 3 clusters Score -2047395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2047394.250000 Penalty: 3146.091553
	Iteration 32Q: 3 clusters Score -2047394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2047394.500000 Penalty: 3146.091553
	Iteration 33Q: 3 clusters Score -2047394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2047395.750000 Penalty: 3146.091553
	Iteration 34Q: 3 clusters Score -2047396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2047393.625000 Penalty: 3146.091553
	Iteration 35Q: 3 clusters Score -2047394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2047394.500000 Penalty: 3146.091553
	Iteration 36Q: 3 clusters Score -2047394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2047395.875000 Penalty: 3146.091553
	Iteration 37Q: 3 clusters Score -2047396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2047395.875000 Penalty: 3146.091553
	Iteration 38F: 3 clusters Score -2047396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105772 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Entering Unmasked Estep 
Score: -85819960.000000 Penalty: 41380.753906
Splitting cluster 2 changes total score from -85819368.000000 to -85819960.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -234844.421875 Penalty: 1243.075073
	Iteration 0F: 2 clusters Score -234844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232788.078125 Penalty: 2486.150146
	Iteration 0F: 3 clusters Score -232788.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -233855.093750 Penalty: 2486.150146
	Iteration 1F: 3 clusters Score -233855.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -235415.015625 Penalty: 2486.150146
	Iteration 2F: 3 clusters Score -235415 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -237302.187500 Penalty: 2486.150146
	Iteration 3F: 3 clusters Score -237302.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -238260.812500 Penalty: 2486.150146
	Iteration 4F: 3 clusters Score -238260.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -238840.437500 Penalty: 2486.150146
	Iteration 5F: 3 clusters Score -238840.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -239085.078125 Penalty: 2486.150146
	Iteration 6Q: 3 clusters Score -239085.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -239274.468750 Penalty: 2486.150146
	Iteration 7Q: 3 clusters Score -239274.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239340.437500 Penalty: 2486.150146
	Iteration 8Q: 3 clusters Score -239340.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239358.421875 Penalty: 2486.150146
	Iteration 9Q: 3 clusters Score -239358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -239366.781250 Penalty: 2486.150146
	Iteration 10Q: 3 clusters Score -239366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239371.109375 Penalty: 2486.150146
	Iteration 11Q: 3 clusters Score -239371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239372.203125 Penalty: 2486.150146
	Iteration 12Q: 3 clusters Score -239372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239373.000000 Penalty: 2486.150146
	Iteration 13Q: 3 clusters Score -239373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239373.500000 Penalty: 2486.150146
	Iteration 14Q: 3 clusters Score -239373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239374.140625 Penalty: 2486.150146
	Iteration 15Q: 3 clusters Score -239374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239374.921875 Penalty: 2486.150146
	Iteration 16Q: 3 clusters Score -239374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239375.359375 Penalty: 2486.150146
	Iteration 17Q: 3 clusters Score -239375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239375.359375 Penalty: 2486.150146
	Iteration 18F: 3 clusters Score -239375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 105772 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
Score: -85823624.000000 Penalty: 43558.691406
Splitting cluster 3 changes total score from -85819368.000000 to -85823624.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (19070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Entering Unmasked Estep 
Score: -3066606.500000 Penalty: 1601.579224
	Iteration 0F: 2 clusters Score -3066606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3053917.500000 Penalty: 3203.158447
	Iteration 0F: 3 clusters Score -3053918 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3060153.750000 Penalty: 3203.158447
	Iteration 1F: 3 clusters Score -3060154 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3062477.500000 Penalty: 3203.158447
	Iteration 2F: 3 clusters Score -3062478 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3066353.250000 Penalty: 3203.158447
	Iteration 3F: 3 clusters Score -3066353 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3069595.750000 Penalty: 3203.158447
	Iteration 4F: 3 clusters Score -3069596 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3070840.500000 Penalty: 3203.158447
	Iteration 5F: 3 clusters Score -3070840 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3071476.250000 Penalty: 3203.158447
	Iteration 6Q: 3 clusters Score -3071476 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3071842.000000 Penalty: 3203.158447
	Iteration 7Q: 3 clusters Score -3071842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3072001.250000 Penalty: 3203.158447
	Iteration 8Q: 3 clusters Score -3072001 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3072086.750000 Penalty: 3203.158447
	Iteration 9Q: 3 clusters Score -3072087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3072128.000000 Penalty: 3203.158447
	Iteration 10Q: 3 clusters Score -3072128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3072155.500000 Penalty: 3203.158447
	Iteration 11Q: 3 clusters Score -3072156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3072177.250000 Penalty: 3203.158447
	Iteration 12Q: 3 clusters Score -3072177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3072188.000000 Penalty: 3203.158447
	Iteration 13Q: 3 clusters Score -3072188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3072196.250000 Penalty: 3203.158447
	Iteration 14Q: 3 clusters Score -3072196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3072184.250000 Penalty: 3203.158447
	Iteration 15Q: 3 clusters Score -3072184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3072194.750000 Penalty: 3203.158447
	Iteration 16Q: 3 clusters Score -3072195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3072197.750000 Penalty: 3203.158447
	Iteration 17Q: 3 clusters Score -3072198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3072197.500000 Penalty: 3203.158447
	Iteration 18Q: 3 clusters Score -3072198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3072188.000000 Penalty: 3203.158447
	Iteration 19Q: 3 clusters Score -3072188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3072192.250000 Penalty: 3203.158447
	Iteration 20F: 3 clusters Score -3072192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3072196.000000 Penalty: 3203.158447
	Iteration 21Q: 3 clusters Score -3072196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3072195.250000 Penalty: 3203.158447
	Iteration 22Q: 3 clusters Score -3072195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3072196.000000 Penalty: 3203.158447
	Iteration 23Q: 3 clusters Score -3072196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3072198.250000 Penalty: 3203.158447
	Iteration 24Q: 3 clusters Score -3072198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3072197.500000 Penalty: 3203.158447
	Iteration 25Q: 3 clusters Score -3072198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3072196.250000 Penalty: 3203.158447
	Iteration 26Q: 3 clusters Score -3072196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3072194.000000 Penalty: 3203.158447
	Iteration 27Q: 3 clusters Score -3072194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3072196.250000 Penalty: 3203.158447
	Iteration 28Q: 3 clusters Score -3072196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3072199.000000 Penalty: 3203.158447
	Iteration 29Q: 3 clusters Score -3072199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3072199.500000 Penalty: 3203.158447
	Iteration 30Q: 3 clusters Score -3072200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 3203.158447
	Iteration 31Q: 3 clusters Score -3072202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 3203.158447
	Iteration 32F: 3 clusters Score -3072202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 105772 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Entering Unmasked Estep 
Score: -85828672.000000 Penalty: 45736.625000
Splitting cluster 4 changes total score from -85819368.000000 to -85828672.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (105772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Entering Unmasked Estep 
Score: -14030105.000000 Penalty: 1879.969238
	Iteration 0F: 2 clusters Score -1.40301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -13980417.000000 Penalty: 3759.938477
	Iteration 0F: 3 clusters Score -1.398042e+07 nChanged 50642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -14010536.000000 Penalty: 3759.938477
	Iteration 1F: 3 clusters Score -1.401054e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -14012009.000000 Penalty: 3759.938477
	Iteration 2Q: 3 clusters Score -1.401201e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -14014114.000000 Penalty: 3759.938477
	Iteration 3Q: 3 clusters Score -1.401411e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -14017353.000000 Penalty: 3759.938477
	Iteration 4F: 3 clusters Score -1.401735e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -14021515.000000 Penalty: 3759.938477
	Iteration 5F: 3 clusters Score -1.402152e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -14026634.000000 Penalty: 3759.938477
	Iteration 6F: 3 clusters Score -1.402663e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -14032032.000000 Penalty: 3759.938477
	Iteration 7F: 3 clusters Score -1.403203e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -14035738.000000 Penalty: 3759.938477
	Iteration 8F: 3 clusters Score -1.403574e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -14037391.000000 Penalty: 3759.938477
	Iteration 9Q: 3 clusters Score -1.403739e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -14037716.000000 Penalty: 3759.938477
	Iteration 10Q: 3 clusters Score -1.403772e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -14037658.000000 Penalty: 3759.938477
	Iteration 11Q: 3 clusters Score -1.403766e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -14037588.000000 Penalty: 3759.938477
	Iteration 12Q: 3 clusters Score -1.403759e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -14037511.000000 Penalty: 3759.938477
	Iteration 13Q: 3 clusters Score -1.403751e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -14037445.000000 Penalty: 3759.938477
	Iteration 14Q: 3 clusters Score -1.403744e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -14037342.000000 Penalty: 3759.938477
	Iteration 15Q: 3 clusters Score -1.403734e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -14037167.000000 Penalty: 3759.938477
	Iteration 16Q: 3 clusters Score -1.403717e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -14037175.000000 Penalty: 3759.938477
	Iteration 17Q: 3 clusters Score -1.403718e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -14037086.000000 Penalty: 3759.938477
	Iteration 18Q: 3 clusters Score -1.403709e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -14037174.000000 Penalty: 3759.938477
	Iteration 19Q: 3 clusters Score -1.403717e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -14037238.000000 Penalty: 3759.938477
	Iteration 20F: 3 clusters Score -1.403724e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -14037359.000000 Penalty: 3759.938477
	Iteration 21Q: 3 clusters Score -1.403736e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -14037384.000000 Penalty: 3759.938477
	Iteration 22Q: 3 clusters Score -1.403738e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -14037532.000000 Penalty: 3759.938477
	Iteration 23Q: 3 clusters Score -1.403753e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -14037664.000000 Penalty: 3759.938477
	Iteration 24Q: 3 clusters Score -1.403766e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -14037805.000000 Penalty: 3759.938477
	Iteration 25Q: 3 clusters Score -1.40378e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -14037953.000000 Penalty: 3759.938477
	Iteration 26Q: 3 clusters Score -1.403795e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -14038071.000000 Penalty: 3759.938477
	Iteration 27Q: 3 clusters Score -1.403807e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -14038160.000000 Penalty: 3759.938477
	Iteration 28Q: 3 clusters Score -1.403816e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -14038316.000000 Penalty: 3759.938477
	Iteration 29Q: 3 clusters Score -1.403832e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -14038498.000000 Penalty: 3759.938477
	Iteration 30Q: 3 clusters Score -1.40385e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -14038642.000000 Penalty: 3759.938477
	Iteration 31Q: 3 clusters Score -1.403864e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -14038731.000000 Penalty: 3759.938477
	Iteration 32Q: 3 clusters Score -1.403873e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -14038861.000000 Penalty: 3759.938477
	Iteration 33Q: 3 clusters Score -1.403886e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -14038982.000000 Penalty: 3759.938477
	Iteration 34Q: 3 clusters Score -1.403898e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -14039074.000000 Penalty: 3759.938477
	Iteration 35Q: 3 clusters Score -1.403907e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -14039131.000000 Penalty: 3759.938477
	Iteration 36Q: 3 clusters Score -1.403913e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -14039204.000000 Penalty: 3759.938477
	Iteration 37Q: 3 clusters Score -1.40392e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -14039287.000000 Penalty: 3759.938477
	Iteration 38Q: 3 clusters Score -1.403929e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -14039357.000000 Penalty: 3759.938477
	Iteration 39Q: 3 clusters Score -1.403936e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -14039379.000000 Penalty: 3759.938477
	Iteration 40F: 3 clusters Score -1.403938e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -14039419.000000 Penalty: 3759.938477
	Iteration 41Q: 3 clusters Score -1.403942e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -14039454.000000 Penalty: 3759.938477
	Iteration 42Q: 3 clusters Score -1.403945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -14039498.000000 Penalty: 3759.938477
	Iteration 43Q: 3 clusters Score -1.40395e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -14039546.000000 Penalty: 3759.938477
	Iteration 44Q: 3 clusters Score -1.403955e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -14039560.000000 Penalty: 3759.938477
	Iteration 45Q: 3 clusters Score -1.403956e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -14039582.000000 Penalty: 3759.938477
	Iteration 46Q: 3 clusters Score -1.403958e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -14039619.000000 Penalty: 3759.938477
	Iteration 47Q: 3 clusters Score -1.403962e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -14039669.000000 Penalty: 3759.938477
	Iteration 48Q: 3 clusters Score -1.403967e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -14039668.000000 Penalty: 3759.938477
	Iteration 49Q: 3 clusters Score -1.403967e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -14039721.000000 Penalty: 3759.938477
	Iteration 50Q: 3 clusters Score -1.403972e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -14039725.000000 Penalty: 3759.938477
	Iteration 51Q: 3 clusters Score -1.403972e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -14039750.000000 Penalty: 3759.938477
	Iteration 52Q: 3 clusters Score -1.403975e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -14039759.000000 Penalty: 3759.938477
	Iteration 53Q: 3 clusters Score -1.403976e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -14039762.000000 Penalty: 3759.938477
	Iteration 54Q: 3 clusters Score -1.403976e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -14039770.000000 Penalty: 3759.938477
	Iteration 55Q: 3 clusters Score -1.403977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -14039767.000000 Penalty: 3759.938477
	Iteration 56Q: 3 clusters Score -1.403977e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -14039794.000000 Penalty: 3759.938477
	Iteration 57Q: 3 clusters Score -1.403979e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -14039820.000000 Penalty: 3759.938477
	Iteration 58Q: 3 clusters Score -1.403982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -14039800.000000 Penalty: 3759.938477
	Iteration 59Q: 3 clusters Score -1.40398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -14039798.000000 Penalty: 3759.938477
	Iteration 60F: 3 clusters Score -1.40398e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -14039795.000000 Penalty: 3759.938477
	Iteration 61Q: 3 clusters Score -1.40398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -14039793.000000 Penalty: 3759.938477
	Iteration 62Q: 3 clusters Score -1.403979e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -14039782.000000 Penalty: 3759.938477
	Iteration 63Q: 3 clusters Score -1.403978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -14039794.000000 Penalty: 3759.938477
	Iteration 64Q: 3 clusters Score -1.403979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -14039809.000000 Penalty: 3759.938477
	Iteration 65Q: 3 clusters Score -1.403981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -14039790.000000 Penalty: 3759.938477
	Iteration 66Q: 3 clusters Score -1.403979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -14039794.000000 Penalty: 3759.938477
	Iteration 67Q: 3 clusters Score -1.403979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14039792.000000 Penalty: 3759.938477
	Iteration 68Q: 3 clusters Score -1.403979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -14039792.000000 Penalty: 3759.938477
	Iteration 69Q: 3 clusters Score -1.403979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -14039797.000000 Penalty: 3759.938477
	Iteration 70Q: 3 clusters Score -1.40398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -14039799.000000 Penalty: 3759.938477
	Iteration 71Q: 3 clusters Score -1.40398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -14039790.000000 Penalty: 3759.938477
	Iteration 72Q: 3 clusters Score -1.403979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -14039785.000000 Penalty: 3759.938477
	Iteration 73Q: 3 clusters Score -1.403978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -14039782.000000 Penalty: 3759.938477
	Iteration 74Q: 3 clusters Score -1.403978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -14039782.000000 Penalty: 3759.938477
	Iteration 75Q: 3 clusters Score -1.403978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -14039776.000000 Penalty: 3759.938477
	Iteration 76Q: 3 clusters Score -1.403978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14039783.000000 Penalty: 3759.938477
	Iteration 77Q: 3 clusters Score -1.403978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14039774.000000 Penalty: 3759.938477
	Iteration 78Q: 3 clusters Score -1.403977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -14039777.000000 Penalty: 3759.938477
	Iteration 79Q: 3 clusters Score -1.403978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -14039788.000000 Penalty: 3759.938477
	Iteration 80F: 3 clusters Score -1.403979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -14039785.000000 Penalty: 3759.938477
	Iteration 81Q: 3 clusters Score -1.403978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -14039774.000000 Penalty: 3759.938477
	Iteration 82Q: 3 clusters Score -1.403977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -14039772.000000 Penalty: 3759.938477
	Iteration 83Q: 3 clusters Score -1.403977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -14039779.000000 Penalty: 3759.938477
	Iteration 84Q: 3 clusters Score -1.403978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14039778.000000 Penalty: 3759.938477
	Iteration 85Q: 3 clusters Score -1.403978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14039778.000000 Penalty: 3759.938477
	Iteration 86F: 3 clusters Score -1.403978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Entering Unmasked Estep 
Score: -85838352.000000 Penalty: 47914.558594
Splitting cluster 5 changes total score from -85819368.000000 to -85838352.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -51854.601562 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -51854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -50688.789062 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -50688.79 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52226.648438 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -52226.65 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53597.820312 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -53597.82 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54556.460938 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -54556.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55138.312500 Penalty: 2294.096436
	Iteration 4F: 3 clusters Score -55138.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55646.191406 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -55646.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56110.851562 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -56110.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56516.664062 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -56516.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -56781.566406 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -56781.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -56946.460938 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -56946.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57077.074219 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -57077.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -57140.230469 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -57140.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57174.464844 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -57174.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -57196.339844 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -57196.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57217.699219 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -57217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57229.148438 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -57229.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57238.050781 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -57238.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57258.636719 Penalty: 2294.096436
	Iteration 17Q: 3 clusters Score -57258.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57296.335938 Penalty: 2294.096436
	Iteration 18Q: 3 clusters Score -57296.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57337.929688 Penalty: 2294.096436
	Iteration 19Q: 3 clusters Score -57337.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57612.878906 Penalty: 2294.096436
	Iteration 20F: 3 clusters Score -57612.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -57899.488281 Penalty: 2294.096436
	Iteration 21Q: 3 clusters Score -57899.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58035.246094 Penalty: 2294.096436
	Iteration 22Q: 3 clusters Score -58035.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58083.386719 Penalty: 2294.096436
	Iteration 23Q: 3 clusters Score -58083.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -58097.832031 Penalty: 2294.096436
	Iteration 24Q: 3 clusters Score -58097.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -58120.593750 Penalty: 2294.096436
	Iteration 25Q: 3 clusters Score -58120.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -58130.316406 Penalty: 2294.096436
	Iteration 26Q: 3 clusters Score -58130.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -58189.363281 Penalty: 2294.096436
	Iteration 27F: 3 clusters Score -58189.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58297.593750 Penalty: 2294.096436
	Iteration 28Q: 3 clusters Score -58297.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58335.148438 Penalty: 2294.096436
	Iteration 29Q: 3 clusters Score -58335.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -58341.285156 Penalty: 2294.096436
	Iteration 30Q: 3 clusters Score -58341.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58353.851562 Penalty: 2294.096436
	Iteration 31Q: 3 clusters Score -58353.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58355.203125 Penalty: 2294.096436
	Iteration 32Q: 3 clusters Score -58355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58355.640625 Penalty: 2294.096436
	Iteration 33Q: 3 clusters Score -58355.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58360.734375 Penalty: 2294.096436
	Iteration 34F: 3 clusters Score -58360.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -58380.851562 Penalty: 2294.096436
	Iteration 35Q: 3 clusters Score -58380.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -58387.871094 Penalty: 2294.096436
	Iteration 36Q: 3 clusters Score -58387.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58388.234375 Penalty: 2294.096436
	Iteration 37Q: 3 clusters Score -58388.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58388.234375 Penalty: 2294.096436
	Iteration 38F: 3 clusters Score -58388.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Entering Unmasked Estep 
Score: -85843848.000000 Penalty: 50092.492188
Splitting cluster 6 changes total score from -85819368.000000 to -85843848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (94260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Entering Unmasked Estep 
Score: -12368493.000000 Penalty: 1861.244507
	Iteration 0F: 2 clusters Score -1.236849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -12312356.000000 Penalty: 3722.489014
	Iteration 0F: 3 clusters Score -1.231236e+07 nChanged 45011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -12338588.000000 Penalty: 3722.489014
	Iteration 1F: 3 clusters Score -1.233859e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -12339918.000000 Penalty: 3722.489014
	Iteration 2Q: 3 clusters Score -1.233992e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -12341609.000000 Penalty: 3722.489014
	Iteration 3Q: 3 clusters Score -1.234161e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -12343778.000000 Penalty: 3722.489014
	Iteration 4Q: 3 clusters Score -1.234378e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -12346799.000000 Penalty: 3722.489014
	Iteration 5F: 3 clusters Score -1.23468e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -12350237.000000 Penalty: 3722.489014
	Iteration 6F: 3 clusters Score -1.235024e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -12353712.000000 Penalty: 3722.489014
	Iteration 7F: 3 clusters Score -1.235371e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -12356629.000000 Penalty: 3722.489014
	Iteration 8F: 3 clusters Score -1.235663e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -12358484.000000 Penalty: 3722.489014
	Iteration 9Q: 3 clusters Score -1.235848e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -12359676.000000 Penalty: 3722.489014
	Iteration 10Q: 3 clusters Score -1.235968e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -12360583.000000 Penalty: 3722.489014
	Iteration 11Q: 3 clusters Score -1.236058e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -12361299.000000 Penalty: 3722.489014
	Iteration 12Q: 3 clusters Score -1.23613e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -12361981.000000 Penalty: 3722.489014
	Iteration 13Q: 3 clusters Score -1.236198e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -12362602.000000 Penalty: 3722.489014
	Iteration 14Q: 3 clusters Score -1.23626e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -12363091.000000 Penalty: 3722.489014
	Iteration 15Q: 3 clusters Score -1.236309e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -12363451.000000 Penalty: 3722.489014
	Iteration 16Q: 3 clusters Score -1.236345e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -12363867.000000 Penalty: 3722.489014
	Iteration 17Q: 3 clusters Score -1.236387e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -12364204.000000 Penalty: 3722.489014
	Iteration 18Q: 3 clusters Score -1.23642e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -12364496.000000 Penalty: 3722.489014
	Iteration 19Q: 3 clusters Score -1.23645e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -12364686.000000 Penalty: 3722.489014
	Iteration 20F: 3 clusters Score -1.236469e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -12364795.000000 Penalty: 3722.489014
	Iteration 21Q: 3 clusters Score -1.23648e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -12364955.000000 Penalty: 3722.489014
	Iteration 22Q: 3 clusters Score -1.236496e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -12364998.000000 Penalty: 3722.489014
	Iteration 23Q: 3 clusters Score -1.2365e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -12365131.000000 Penalty: 3722.489014
	Iteration 24Q: 3 clusters Score -1.236513e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -12365189.000000 Penalty: 3722.489014
	Iteration 25Q: 3 clusters Score -1.236519e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -12365264.000000 Penalty: 3722.489014
	Iteration 26Q: 3 clusters Score -1.236526e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -12365323.000000 Penalty: 3722.489014
	Iteration 27Q: 3 clusters Score -1.236532e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -12365361.000000 Penalty: 3722.489014
	Iteration 28Q: 3 clusters Score -1.236536e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -12365407.000000 Penalty: 3722.489014
	Iteration 29Q: 3 clusters Score -1.236541e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -12365442.000000 Penalty: 3722.489014
	Iteration 30Q: 3 clusters Score -1.236544e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -12365435.000000 Penalty: 3722.489014
	Iteration 31Q: 3 clusters Score -1.236544e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -12365438.000000 Penalty: 3722.489014
	Iteration 32Q: 3 clusters Score -1.236544e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -12365463.000000 Penalty: 3722.489014
	Iteration 33Q: 3 clusters Score -1.236546e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -12365496.000000 Penalty: 3722.489014
	Iteration 34Q: 3 clusters Score -1.23655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -12365537.000000 Penalty: 3722.489014
	Iteration 35Q: 3 clusters Score -1.236554e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -12365504.000000 Penalty: 3722.489014
	Iteration 36Q: 3 clusters Score -1.23655e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -12365541.000000 Penalty: 3722.489014
	Iteration 37Q: 3 clusters Score -1.236554e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -12365532.000000 Penalty: 3722.489014
	Iteration 38Q: 3 clusters Score -1.236553e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -12365539.000000 Penalty: 3722.489014
	Iteration 39Q: 3 clusters Score -1.236554e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -12365539.000000 Penalty: 3722.489014
	Iteration 40F: 3 clusters Score -1.236554e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -12365571.000000 Penalty: 3722.489014
	Iteration 41Q: 3 clusters Score -1.236557e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -12365556.000000 Penalty: 3722.489014
	Iteration 42Q: 3 clusters Score -1.236556e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -12365563.000000 Penalty: 3722.489014
	Iteration 43Q: 3 clusters Score -1.236556e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -12365546.000000 Penalty: 3722.489014
	Iteration 44Q: 3 clusters Score -1.236555e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -12365586.000000 Penalty: 3722.489014
	Iteration 45Q: 3 clusters Score -1.236559e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -12365598.000000 Penalty: 3722.489014
	Iteration 46Q: 3 clusters Score -1.23656e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -12365634.000000 Penalty: 3722.489014
	Iteration 47Q: 3 clusters Score -1.236563e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -12365627.000000 Penalty: 3722.489014
	Iteration 48Q: 3 clusters Score -1.236563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -12365641.000000 Penalty: 3722.489014
	Iteration 49Q: 3 clusters Score -1.236564e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -12365624.000000 Penalty: 3722.489014
	Iteration 50Q: 3 clusters Score -1.236562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -12365603.000000 Penalty: 3722.489014
	Iteration 51Q: 3 clusters Score -1.23656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -12365618.000000 Penalty: 3722.489014
	Iteration 52Q: 3 clusters Score -1.236562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -12365634.000000 Penalty: 3722.489014
	Iteration 53Q: 3 clusters Score -1.236563e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -12365639.000000 Penalty: 3722.489014
	Iteration 54Q: 3 clusters Score -1.236564e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -12365632.000000 Penalty: 3722.489014
	Iteration 55Q: 3 clusters Score -1.236563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -12365655.000000 Penalty: 3722.489014
	Iteration 56Q: 3 clusters Score -1.236566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -12365639.000000 Penalty: 3722.489014
	Iteration 57Q: 3 clusters Score -1.236564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -12365655.000000 Penalty: 3722.489014
	Iteration 58Q: 3 clusters Score -1.236566e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -12365651.000000 Penalty: 3722.489014
	Iteration 59Q: 3 clusters Score -1.236565e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -12365659.000000 Penalty: 3722.489014
	Iteration 60F: 3 clusters Score -1.236566e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -12365661.000000 Penalty: 3722.489014
	Iteration 61Q: 3 clusters Score -1.236566e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -12365647.000000 Penalty: 3722.489014
	Iteration 62Q: 3 clusters Score -1.236565e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -12365629.000000 Penalty: 3722.489014
	Iteration 63Q: 3 clusters Score -1.236563e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -12365632.000000 Penalty: 3722.489014
	Iteration 64Q: 3 clusters Score -1.236563e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -12365640.000000 Penalty: 3722.489014
	Iteration 65Q: 3 clusters Score -1.236564e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -12365655.000000 Penalty: 3722.489014
	Iteration 66Q: 3 clusters Score -1.236566e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -12365640.000000 Penalty: 3722.489014
	Iteration 67Q: 3 clusters Score -1.236564e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -12365636.000000 Penalty: 3722.489014
	Iteration 68Q: 3 clusters Score -1.236564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -12365644.000000 Penalty: 3722.489014
	Iteration 69Q: 3 clusters Score -1.236564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -12365623.000000 Penalty: 3722.489014
	Iteration 70Q: 3 clusters Score -1.236562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -12365626.000000 Penalty: 3722.489014
	Iteration 71Q: 3 clusters Score -1.236563e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -12365608.000000 Penalty: 3722.489014
	Iteration 72Q: 3 clusters Score -1.236561e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -12365593.000000 Penalty: 3722.489014
	Iteration 73Q: 3 clusters Score -1.236559e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -12365578.000000 Penalty: 3722.489014
	Iteration 74Q: 3 clusters Score -1.236558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -12365571.000000 Penalty: 3722.489014
	Iteration 75Q: 3 clusters Score -1.236557e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -12365581.000000 Penalty: 3722.489014
	Iteration 76Q: 3 clusters Score -1.236558e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -12365566.000000 Penalty: 3722.489014
	Iteration 77Q: 3 clusters Score -1.236557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -12365572.000000 Penalty: 3722.489014
	Iteration 78Q: 3 clusters Score -1.236557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -12365575.000000 Penalty: 3722.489014
	Iteration 79Q: 3 clusters Score -1.236558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -12365581.000000 Penalty: 3722.489014
	Iteration 80F: 3 clusters Score -1.236558e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -12365564.000000 Penalty: 3722.489014
	Iteration 81Q: 3 clusters Score -1.236556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -12365548.000000 Penalty: 3722.489014
	Iteration 82Q: 3 clusters Score -1.236555e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -12365516.000000 Penalty: 3722.489014
	Iteration 83Q: 3 clusters Score -1.236552e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -12365521.000000 Penalty: 3722.489014
	Iteration 84Q: 3 clusters Score -1.236552e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -12365511.000000 Penalty: 3722.489014
	Iteration 85Q: 3 clusters Score -1.236551e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -12365498.000000 Penalty: 3722.489014
	Iteration 86Q: 3 clusters Score -1.23655e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -12365522.000000 Penalty: 3722.489014
	Iteration 87Q: 3 clusters Score -1.236552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -12365498.000000 Penalty: 3722.489014
	Iteration 88Q: 3 clusters Score -1.23655e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -12365487.000000 Penalty: 3722.489014
	Iteration 89Q: 3 clusters Score -1.236549e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -12365472.000000 Penalty: 3722.489014
	Iteration 90Q: 3 clusters Score -1.236547e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -12365469.000000 Penalty: 3722.489014
	Iteration 91Q: 3 clusters Score -1.236547e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12365457.000000 Penalty: 3722.489014
	Iteration 92Q: 3 clusters Score -1.236546e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -12365467.000000 Penalty: 3722.489014
	Iteration 93Q: 3 clusters Score -1.236547e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -12365511.000000 Penalty: 3722.489014
	Iteration 94Q: 3 clusters Score -1.236551e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -12365507.000000 Penalty: 3722.489014
	Iteration 95Q: 3 clusters Score -1.236551e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -12365488.000000 Penalty: 3722.489014
	Iteration 96Q: 3 clusters Score -1.236549e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -12365477.000000 Penalty: 3722.489014
	Iteration 97Q: 3 clusters Score -1.236548e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -12365479.000000 Penalty: 3722.489014
	Iteration 98Q: 3 clusters Score -1.236548e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -12365462.000000 Penalty: 3722.489014
	Iteration 99Q: 3 clusters Score -1.236546e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -12365401.000000 Penalty: 3722.489014
	Iteration 100F: 3 clusters Score -1.23654e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -12365367.000000 Penalty: 3722.489014
	Iteration 101Q: 3 clusters Score -1.236537e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -12365318.000000 Penalty: 3722.489014
	Iteration 102Q: 3 clusters Score -1.236532e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -12365291.000000 Penalty: 3722.489014
	Iteration 103Q: 3 clusters Score -1.236529e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -12365273.000000 Penalty: 3722.489014
	Iteration 104Q: 3 clusters Score -1.236527e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -12365263.000000 Penalty: 3722.489014
	Iteration 105Q: 3 clusters Score -1.236526e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -12365212.000000 Penalty: 3722.489014
	Iteration 106Q: 3 clusters Score -1.236521e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -12365176.000000 Penalty: 3722.489014
	Iteration 107Q: 3 clusters Score -1.236518e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -12365134.000000 Penalty: 3722.489014
	Iteration 108Q: 3 clusters Score -1.236513e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -12365107.000000 Penalty: 3722.489014
	Iteration 109Q: 3 clusters Score -1.236511e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -12365067.000000 Penalty: 3722.489014
	Iteration 110Q: 3 clusters Score -1.236507e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -12365052.000000 Penalty: 3722.489014
	Iteration 111Q: 3 clusters Score -1.236505e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -12365059.000000 Penalty: 3722.489014
	Iteration 112Q: 3 clusters Score -1.236506e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -12365053.000000 Penalty: 3722.489014
	Iteration 113Q: 3 clusters Score -1.236505e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -12365087.000000 Penalty: 3722.489014
	Iteration 114Q: 3 clusters Score -1.236509e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -12365050.000000 Penalty: 3722.489014
	Iteration 115Q: 3 clusters Score -1.236505e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -12365049.000000 Penalty: 3722.489014
	Iteration 116Q: 3 clusters Score -1.236505e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -12365074.000000 Penalty: 3722.489014
	Iteration 117Q: 3 clusters Score -1.236507e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -12365099.000000 Penalty: 3722.489014
	Iteration 118Q: 3 clusters Score -1.23651e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -12365002.000000 Penalty: 3722.489014
	Iteration 119Q: 3 clusters Score -1.2365e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -12364943.000000 Penalty: 3722.489014
	Iteration 120F: 3 clusters Score -1.236494e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -12364955.000000 Penalty: 3722.489014
	Iteration 121Q: 3 clusters Score -1.236496e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -12364890.000000 Penalty: 3722.489014
	Iteration 122Q: 3 clusters Score -1.236489e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -12364910.000000 Penalty: 3722.489014
	Iteration 123Q: 3 clusters Score -1.236491e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -12364872.000000 Penalty: 3722.489014
	Iteration 124Q: 3 clusters Score -1.236487e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -12364984.000000 Penalty: 3722.489014
	Iteration 125Q: 3 clusters Score -1.236498e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -12365127.000000 Penalty: 3722.489014
	Iteration 126Q: 3 clusters Score -1.236513e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -12365322.000000 Penalty: 3722.489014
	Iteration 127Q: 3 clusters Score -1.236532e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -12365533.000000 Penalty: 3722.489014
	Iteration 128Q: 3 clusters Score -1.236553e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -12365718.000000 Penalty: 3722.489014
	Iteration 129Q: 3 clusters Score -1.236572e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -12365854.000000 Penalty: 3722.489014
	Iteration 130Q: 3 clusters Score -1.236585e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -12365989.000000 Penalty: 3722.489014
	Iteration 131Q: 3 clusters Score -1.236599e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -12366187.000000 Penalty: 3722.489014
	Iteration 132Q: 3 clusters Score -1.236619e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -12366318.000000 Penalty: 3722.489014
	Iteration 133Q: 3 clusters Score -1.236632e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -12366376.000000 Penalty: 3722.489014
	Iteration 134Q: 3 clusters Score -1.236638e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -12366374.000000 Penalty: 3722.489014
	Iteration 135Q: 3 clusters Score -1.236637e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -12366364.000000 Penalty: 3722.489014
	Iteration 136Q: 3 clusters Score -1.236636e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -12366409.000000 Penalty: 3722.489014
	Iteration 137Q: 3 clusters Score -1.236641e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -12366376.000000 Penalty: 3722.489014
	Iteration 138Q: 3 clusters Score -1.236638e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -12366389.000000 Penalty: 3722.489014
	Iteration 139Q: 3 clusters Score -1.236639e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -12366360.000000 Penalty: 3722.489014
	Iteration 140F: 3 clusters Score -1.236636e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -12366354.000000 Penalty: 3722.489014
	Iteration 141Q: 3 clusters Score -1.236635e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -12366355.000000 Penalty: 3722.489014
	Iteration 142Q: 3 clusters Score -1.236636e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -12366345.000000 Penalty: 3722.489014
	Iteration 143Q: 3 clusters Score -1.236634e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -12366335.000000 Penalty: 3722.489014
	Iteration 144Q: 3 clusters Score -1.236634e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -12366306.000000 Penalty: 3722.489014
	Iteration 145Q: 3 clusters Score -1.236631e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -12366309.000000 Penalty: 3722.489014
	Iteration 146Q: 3 clusters Score -1.236631e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -12366283.000000 Penalty: 3722.489014
	Iteration 147Q: 3 clusters Score -1.236628e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -12366297.000000 Penalty: 3722.489014
	Iteration 148Q: 3 clusters Score -1.23663e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -12366280.000000 Penalty: 3722.489014
	Iteration 149Q: 3 clusters Score -1.236628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -12366280.000000 Penalty: 3722.489014
	Iteration 150Q: 3 clusters Score -1.236628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -12366295.000000 Penalty: 3722.489014
	Iteration 151Q: 3 clusters Score -1.23663e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -12366303.000000 Penalty: 3722.489014
	Iteration 152Q: 3 clusters Score -1.23663e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -12366307.000000 Penalty: 3722.489014
	Iteration 153Q: 3 clusters Score -1.236631e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -12366292.000000 Penalty: 3722.489014
	Iteration 154Q: 3 clusters Score -1.236629e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -12366283.000000 Penalty: 3722.489014
	Iteration 155Q: 3 clusters Score -1.236628e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -12366244.000000 Penalty: 3722.489014
	Iteration 156Q: 3 clusters Score -1.236624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -12366230.000000 Penalty: 3722.489014
	Iteration 157Q: 3 clusters Score -1.236623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -12366231.000000 Penalty: 3722.489014
	Iteration 158Q: 3 clusters Score -1.236623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -12366232.000000 Penalty: 3722.489014
	Iteration 159Q: 3 clusters Score -1.236623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -12366255.000000 Penalty: 3722.489014
	Iteration 160F: 3 clusters Score -1.236626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -12366240.000000 Penalty: 3722.489014
	Iteration 161Q: 3 clusters Score -1.236624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -12366237.000000 Penalty: 3722.489014
	Iteration 162Q: 3 clusters Score -1.236624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -12366233.000000 Penalty: 3722.489014
	Iteration 163Q: 3 clusters Score -1.236623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -12366240.000000 Penalty: 3722.489014
	Iteration 164Q: 3 clusters Score -1.236624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -12366241.000000 Penalty: 3722.489014
	Iteration 165Q: 3 clusters Score -1.236624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -12366252.000000 Penalty: 3722.489014
	Iteration 166Q: 3 clusters Score -1.236625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -12366241.000000 Penalty: 3722.489014
	Iteration 167Q: 3 clusters Score -1.236624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -12366234.000000 Penalty: 3722.489014
	Iteration 168Q: 3 clusters Score -1.236623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -12366246.000000 Penalty: 3722.489014
	Iteration 169Q: 3 clusters Score -1.236625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -12366235.000000 Penalty: 3722.489014
	Iteration 170Q: 3 clusters Score -1.236624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -12366225.000000 Penalty: 3722.489014
	Iteration 171Q: 3 clusters Score -1.236622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -12366230.000000 Penalty: 3722.489014
	Iteration 172Q: 3 clusters Score -1.236623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -12366229.000000 Penalty: 3722.489014
	Iteration 173Q: 3 clusters Score -1.236623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -12366209.000000 Penalty: 3722.489014
	Iteration 174Q: 3 clusters Score -1.236621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -12366196.000000 Penalty: 3722.489014
	Iteration 175Q: 3 clusters Score -1.23662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -12366203.000000 Penalty: 3722.489014
	Iteration 176Q: 3 clusters Score -1.23662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -12366190.000000 Penalty: 3722.489014
	Iteration 177Q: 3 clusters Score -1.236619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -12366198.000000 Penalty: 3722.489014
	Iteration 178Q: 3 clusters Score -1.23662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -12366199.000000 Penalty: 3722.489014
	Iteration 179Q: 3 clusters Score -1.23662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -12366192.000000 Penalty: 3722.489014
	Iteration 180F: 3 clusters Score -1.236619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -12366194.000000 Penalty: 3722.489014
	Iteration 181Q: 3 clusters Score -1.236619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -12366192.000000 Penalty: 3722.489014
	Iteration 182Q: 3 clusters Score -1.236619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -12366192.000000 Penalty: 3722.489014
	Iteration 183Q: 3 clusters Score -1.236619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -12366193.000000 Penalty: 3722.489014
	Iteration 184Q: 3 clusters Score -1.236619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -12366198.000000 Penalty: 3722.489014
	Iteration 185Q: 3 clusters Score -1.23662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -12366192.000000 Penalty: 3722.489014
	Iteration 186Q: 3 clusters Score -1.236619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12366199.000000 Penalty: 3722.489014
	Iteration 187Q: 3 clusters Score -1.23662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12366200.000000 Penalty: 3722.489014
	Iteration 188Q: 3 clusters Score -1.23662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12366200.000000 Penalty: 3722.489014
	Iteration 189F: 3 clusters Score -1.23662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -222501.468750 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -222501.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221126.406250 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -221126.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226256.437500 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -226256.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -229085.750000 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -229085.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -229551.640625 Penalty: 2418.047607
	Iteration 3Q: 3 clusters Score -229551.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -229650.468750 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -229650.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -229693.796875 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -229693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -229707.140625 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -229707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -229715.000000 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -229715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -229719.234375 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -229719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -229719.234375 Penalty: 2418.047607
	Iteration 9F: 3 clusters Score -229719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
Score: -85850136.000000 Penalty: 52270.425781
Splitting cluster 8 changes total score from -85819368.000000 to -85850136.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (97345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Entering Unmasked Estep 
Score: -12822045.000000 Penalty: 1866.477661
	Iteration 0F: 2 clusters Score -1.282204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -12768430.000000 Penalty: 3732.955322
	Iteration 0F: 3 clusters Score -1.276843e+07 nChanged 46784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -12795521.000000 Penalty: 3732.955322
	Iteration 1F: 3 clusters Score -1.279552e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -12797170.000000 Penalty: 3732.955322
	Iteration 2Q: 3 clusters Score -1.279717e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -12800063.000000 Penalty: 3732.955322
	Iteration 3F: 3 clusters Score -1.280006e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -12805005.000000 Penalty: 3732.955322
	Iteration 4F: 3 clusters Score -1.2805e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -12810901.000000 Penalty: 3732.955322
	Iteration 5F: 3 clusters Score -1.28109e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -12816057.000000 Penalty: 3732.955322
	Iteration 6F: 3 clusters Score -1.281606e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -12819714.000000 Penalty: 3732.955322
	Iteration 7F: 3 clusters Score -1.281971e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -12822093.000000 Penalty: 3732.955322
	Iteration 8Q: 3 clusters Score -1.282209e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -12823970.000000 Penalty: 3732.955322
	Iteration 9Q: 3 clusters Score -1.282397e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -12825201.000000 Penalty: 3732.955322
	Iteration 10Q: 3 clusters Score -1.28252e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -12825885.000000 Penalty: 3732.955322
	Iteration 11Q: 3 clusters Score -1.282588e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -12826267.000000 Penalty: 3732.955322
	Iteration 12Q: 3 clusters Score -1.282627e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -12826364.000000 Penalty: 3732.955322
	Iteration 13Q: 3 clusters Score -1.282636e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -12826412.000000 Penalty: 3732.955322
	Iteration 14Q: 3 clusters Score -1.282641e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -12826347.000000 Penalty: 3732.955322
	Iteration 15Q: 3 clusters Score -1.282635e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -12826218.000000 Penalty: 3732.955322
	Iteration 16Q: 3 clusters Score -1.282622e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -12826156.000000 Penalty: 3732.955322
	Iteration 17Q: 3 clusters Score -1.282616e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -12826013.000000 Penalty: 3732.955322
	Iteration 18Q: 3 clusters Score -1.282601e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -12825790.000000 Penalty: 3732.955322
	Iteration 19Q: 3 clusters Score -1.282579e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -12825646.000000 Penalty: 3732.955322
	Iteration 20F: 3 clusters Score -1.282565e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -12825460.000000 Penalty: 3732.955322
	Iteration 21Q: 3 clusters Score -1.282546e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -12825233.000000 Penalty: 3732.955322
	Iteration 22Q: 3 clusters Score -1.282523e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -12825126.000000 Penalty: 3732.955322
	Iteration 23Q: 3 clusters Score -1.282513e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -12825023.000000 Penalty: 3732.955322
	Iteration 24Q: 3 clusters Score -1.282502e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -12824934.000000 Penalty: 3732.955322
	Iteration 25Q: 3 clusters Score -1.282493e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -12824875.000000 Penalty: 3732.955322
	Iteration 26Q: 3 clusters Score -1.282488e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -12824776.000000 Penalty: 3732.955322
	Iteration 27Q: 3 clusters Score -1.282478e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -12824708.000000 Penalty: 3732.955322
	Iteration 28Q: 3 clusters Score -1.282471e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -12824651.000000 Penalty: 3732.955322
	Iteration 29Q: 3 clusters Score -1.282465e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -12824620.000000 Penalty: 3732.955322
	Iteration 30Q: 3 clusters Score -1.282462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -12824590.000000 Penalty: 3732.955322
	Iteration 31Q: 3 clusters Score -1.282459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12824560.000000 Penalty: 3732.955322
	Iteration 32Q: 3 clusters Score -1.282456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -12824519.000000 Penalty: 3732.955322
	Iteration 33Q: 3 clusters Score -1.282452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -12824518.000000 Penalty: 3732.955322
	Iteration 34Q: 3 clusters Score -1.282452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -12824516.000000 Penalty: 3732.955322
	Iteration 35Q: 3 clusters Score -1.282452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -12824498.000000 Penalty: 3732.955322
	Iteration 36Q: 3 clusters Score -1.28245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -12824491.000000 Penalty: 3732.955322
	Iteration 37Q: 3 clusters Score -1.282449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12824488.000000 Penalty: 3732.955322
	Iteration 38Q: 3 clusters Score -1.282449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -12824477.000000 Penalty: 3732.955322
	Iteration 39Q: 3 clusters Score -1.282448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -12824486.000000 Penalty: 3732.955322
	Iteration 40F: 3 clusters Score -1.282449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -12824475.000000 Penalty: 3732.955322
	Iteration 41Q: 3 clusters Score -1.282448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -12824463.000000 Penalty: 3732.955322
	Iteration 42Q: 3 clusters Score -1.282446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -12824474.000000 Penalty: 3732.955322
	Iteration 43Q: 3 clusters Score -1.282447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -12824472.000000 Penalty: 3732.955322
	Iteration 44Q: 3 clusters Score -1.282447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12824447.000000 Penalty: 3732.955322
	Iteration 45Q: 3 clusters Score -1.282445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -12824450.000000 Penalty: 3732.955322
	Iteration 46Q: 3 clusters Score -1.282445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -12824446.000000 Penalty: 3732.955322
	Iteration 47Q: 3 clusters Score -1.282445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12824438.000000 Penalty: 3732.955322
	Iteration 48Q: 3 clusters Score -1.282444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -12824427.000000 Penalty: 3732.955322
	Iteration 49Q: 3 clusters Score -1.282443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12824427.000000 Penalty: 3732.955322
	Iteration 50Q: 3 clusters Score -1.282443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -12824429.000000 Penalty: 3732.955322
	Iteration 51Q: 3 clusters Score -1.282443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12824425.000000 Penalty: 3732.955322
	Iteration 52Q: 3 clusters Score -1.282442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -12824421.000000 Penalty: 3732.955322
	Iteration 53Q: 3 clusters Score -1.282442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -12824416.000000 Penalty: 3732.955322
	Iteration 54Q: 3 clusters Score -1.282442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -12824419.000000 Penalty: 3732.955322
	Iteration 55Q: 3 clusters Score -1.282442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -12824410.000000 Penalty: 3732.955322
	Iteration 56Q: 3 clusters Score -1.282441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12824406.000000 Penalty: 3732.955322
	Iteration 57Q: 3 clusters Score -1.282441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12824395.000000 Penalty: 3732.955322
	Iteration 58Q: 3 clusters Score -1.28244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -12824398.000000 Penalty: 3732.955322
	Iteration 59Q: 3 clusters Score -1.28244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -12824410.000000 Penalty: 3732.955322
	Iteration 60F: 3 clusters Score -1.282441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -12824403.000000 Penalty: 3732.955322
	Iteration 61Q: 3 clusters Score -1.28244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -12824394.000000 Penalty: 3732.955322
	Iteration 62Q: 3 clusters Score -1.282439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -12824391.000000 Penalty: 3732.955322
	Iteration 63Q: 3 clusters Score -1.282439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -12824396.000000 Penalty: 3732.955322
	Iteration 64Q: 3 clusters Score -1.28244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -12824395.000000 Penalty: 3732.955322
	Iteration 65Q: 3 clusters Score -1.28244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12824388.000000 Penalty: 3732.955322
	Iteration 66Q: 3 clusters Score -1.282439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12824392.000000 Penalty: 3732.955322
	Iteration 67Q: 3 clusters Score -1.282439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12824387.000000 Penalty: 3732.955322
	Iteration 68Q: 3 clusters Score -1.282439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -12824387.000000 Penalty: 3732.955322
	Iteration 69Q: 3 clusters Score -1.282439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -12824378.000000 Penalty: 3732.955322
	Iteration 70Q: 3 clusters Score -1.282438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -12824382.000000 Penalty: 3732.955322
	Iteration 71Q: 3 clusters Score -1.282438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -12824378.000000 Penalty: 3732.955322
	Iteration 72Q: 3 clusters Score -1.282438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12824374.000000 Penalty: 3732.955322
	Iteration 73Q: 3 clusters Score -1.282437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -12824371.000000 Penalty: 3732.955322
	Iteration 74Q: 3 clusters Score -1.282437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -12824375.000000 Penalty: 3732.955322
	Iteration 75Q: 3 clusters Score -1.282438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -12824375.000000 Penalty: 3732.955322
	Iteration 76F: 3 clusters Score -1.282438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Entering Unmasked Estep 
Score: -85852272.000000 Penalty: 54448.363281
Splitting cluster 9 changes total score from -85819368.000000 to -85852272.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -1100376.250000 Penalty: 1472.341553
	Iteration 0F: 2 clusters Score -1100376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1094112.625000 Penalty: 2944.683105
	Iteration 0F: 3 clusters Score -1094113 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1096165.250000 Penalty: 2944.683105
	Iteration 1F: 3 clusters Score -1096165 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1096583.000000 Penalty: 2944.683105
	Iteration 2F: 3 clusters Score -1096583 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1097102.875000 Penalty: 2944.683105
	Iteration 3F: 3 clusters Score -1097103 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1097887.500000 Penalty: 2944.683105
	Iteration 4F: 3 clusters Score -1097888 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1098933.375000 Penalty: 2944.683105
	Iteration 5F: 3 clusters Score -1098933 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1100242.250000 Penalty: 2944.683105
	Iteration 6F: 3 clusters Score -1100242 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1101265.875000 Penalty: 2944.683105
	Iteration 7F: 3 clusters Score -1101266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1101825.875000 Penalty: 2944.683105
	Iteration 8Q: 3 clusters Score -1101826 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1102156.500000 Penalty: 2944.683105
	Iteration 9Q: 3 clusters Score -1102156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1102327.750000 Penalty: 2944.683105
	Iteration 10Q: 3 clusters Score -1102328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1102413.500000 Penalty: 2944.683105
	Iteration 11Q: 3 clusters Score -1102414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1102450.875000 Penalty: 2944.683105
	Iteration 12Q: 3 clusters Score -1102451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1102460.125000 Penalty: 2944.683105
	Iteration 13Q: 3 clusters Score -1102460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1102466.125000 Penalty: 2944.683105
	Iteration 14Q: 3 clusters Score -1102466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1102472.875000 Penalty: 2944.683105
	Iteration 15Q: 3 clusters Score -1102473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1102473.250000 Penalty: 2944.683105
	Iteration 16Q: 3 clusters Score -1102473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1102471.625000 Penalty: 2944.683105
	Iteration 17Q: 3 clusters Score -1102472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1102471.875000 Penalty: 2944.683105
	Iteration 18Q: 3 clusters Score -1102472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1102471.625000 Penalty: 2944.683105
	Iteration 19Q: 3 clusters Score -1102472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1102474.000000 Penalty: 2944.683105
	Iteration 20F: 3 clusters Score -1102474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1102474.500000 Penalty: 2944.683105
	Iteration 21Q: 3 clusters Score -1102474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1102474.500000 Penalty: 2944.683105
	Iteration 22F: 3 clusters Score -1102474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 40951 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Entering Unmasked Estep 
Score: -85853504.000000 Penalty: 56626.296875
Splitting cluster 10 changes total score from -85819368.000000 to -85853504.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (40951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Entering Unmasked Estep 
Score: -5195888.000000 Penalty: 1725.771362
	Iteration 0F: 2 clusters Score -5195888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5168539.000000 Penalty: 3451.542725
	Iteration 0F: 3 clusters Score -5168539 nChanged 19161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5180841.500000 Penalty: 3451.542725
	Iteration 1F: 3 clusters Score -5180842 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5183884.000000 Penalty: 3451.542725
	Iteration 2F: 3 clusters Score -5183884 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5188147.000000 Penalty: 3451.542725
	Iteration 3F: 3 clusters Score -5188147 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5192482.000000 Penalty: 3451.542725
	Iteration 4F: 3 clusters Score -5192482 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -5195412.500000 Penalty: 3451.542725
	Iteration 5F: 3 clusters Score -5195412 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -5197133.500000 Penalty: 3451.542725
	Iteration 6F: 3 clusters Score -5197134 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -5198409.500000 Penalty: 3451.542725
	Iteration 7Q: 3 clusters Score -5198410 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5199324.500000 Penalty: 3451.542725
	Iteration 8Q: 3 clusters Score -5199324 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -5199778.000000 Penalty: 3451.542725
	Iteration 9Q: 3 clusters Score -5199778 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5200001.000000 Penalty: 3451.542725
	Iteration 10Q: 3 clusters Score -5200001 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5200105.000000 Penalty: 3451.542725
	Iteration 11Q: 3 clusters Score -5200105 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -5200160.000000 Penalty: 3451.542725
	Iteration 12Q: 3 clusters Score -5200160 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -5200238.500000 Penalty: 3451.542725
	Iteration 13Q: 3 clusters Score -5200238 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5200282.000000 Penalty: 3451.542725
	Iteration 14Q: 3 clusters Score -5200282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5200313.000000 Penalty: 3451.542725
	Iteration 15Q: 3 clusters Score -5200313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5200340.500000 Penalty: 3451.542725
	Iteration 16Q: 3 clusters Score -5200340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -5200354.500000 Penalty: 3451.542725
	Iteration 17Q: 3 clusters Score -5200354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5200371.000000 Penalty: 3451.542725
	Iteration 18Q: 3 clusters Score -5200371 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5200382.500000 Penalty: 3451.542725
	Iteration 19Q: 3 clusters Score -5200382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5200414.000000 Penalty: 3451.542725
	Iteration 20F: 3 clusters Score -5200414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5200414.500000 Penalty: 3451.542725
	Iteration 21Q: 3 clusters Score -5200414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5200436.500000 Penalty: 3451.542725
	Iteration 22Q: 3 clusters Score -5200436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5200433.000000 Penalty: 3451.542725
	Iteration 23Q: 3 clusters Score -5200433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5200445.500000 Penalty: 3451.542725
	Iteration 24Q: 3 clusters Score -5200446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5200432.000000 Penalty: 3451.542725
	Iteration 25Q: 3 clusters Score -5200432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5200445.000000 Penalty: 3451.542725
	Iteration 26Q: 3 clusters Score -5200445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5200443.000000 Penalty: 3451.542725
	Iteration 27Q: 3 clusters Score -5200443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5200443.500000 Penalty: 3451.542725
	Iteration 28Q: 3 clusters Score -5200444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -5200457.000000 Penalty: 3451.542725
	Iteration 29Q: 3 clusters Score -5200457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5200458.000000 Penalty: 3451.542725
	Iteration 30Q: 3 clusters Score -5200458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5200461.500000 Penalty: 3451.542725
	Iteration 31Q: 3 clusters Score -5200462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5200464.000000 Penalty: 3451.542725
	Iteration 32Q: 3 clusters Score -5200464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5200462.000000 Penalty: 3451.542725
	Iteration 33Q: 3 clusters Score -5200462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5200455.000000 Penalty: 3451.542725
	Iteration 34Q: 3 clusters Score -5200455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5200462.500000 Penalty: 3451.542725
	Iteration 35Q: 3 clusters Score -5200462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5200462.500000 Penalty: 3451.542725
	Iteration 36Q: 3 clusters Score -5200462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5200469.000000 Penalty: 3451.542725
	Iteration 37Q: 3 clusters Score -5200469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5200466.500000 Penalty: 3451.542725
	Iteration 38Q: 3 clusters Score -5200466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5200469.000000 Penalty: 3451.542725
	Iteration 39Q: 3 clusters Score -5200469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5200459.500000 Penalty: 3451.542725
	Iteration 40F: 3 clusters Score -5200460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5200456.500000 Penalty: 3451.542725
	Iteration 41Q: 3 clusters Score -5200456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5200456.000000 Penalty: 3451.542725
	Iteration 42Q: 3 clusters Score -5200456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5200457.500000 Penalty: 3451.542725
	Iteration 43Q: 3 clusters Score -5200458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -5200450.000000 Penalty: 3451.542725
	Iteration 44Q: 3 clusters Score -5200450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5200449.000000 Penalty: 3451.542725
	Iteration 45Q: 3 clusters Score -5200449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -5200452.000000 Penalty: 3451.542725
	Iteration 46Q: 3 clusters Score -5200452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5200460.000000 Penalty: 3451.542725
	Iteration 47Q: 3 clusters Score -5200460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5200458.500000 Penalty: 3451.542725
	Iteration 48Q: 3 clusters Score -5200458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5200458.500000 Penalty: 3451.542725
	Iteration 49F: 3 clusters Score -5200458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 45118 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Entering Unmasked Estep 
Score: -85855728.000000 Penalty: 58804.230469
Splitting cluster 12 changes total score from -85819368.000000 to -85855728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (45118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Entering Unmasked Estep 
Score: -5842182.500000 Penalty: 1741.518433
	Iteration 0F: 2 clusters Score -5842182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5811967.000000 Penalty: 3483.036865
	Iteration 0F: 3 clusters Score -5811967 nChanged 21058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5824494.000000 Penalty: 3483.036865
	Iteration 1F: 3 clusters Score -5824494 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5826041.000000 Penalty: 3483.036865
	Iteration 2F: 3 clusters Score -5826041 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5827949.500000 Penalty: 3483.036865
	Iteration 3F: 3 clusters Score -5827950 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5830218.000000 Penalty: 3483.036865
	Iteration 4F: 3 clusters Score -5830218 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5832718.000000 Penalty: 3483.036865
	Iteration 5F: 3 clusters Score -5832718 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5835143.000000 Penalty: 3483.036865
	Iteration 6F: 3 clusters Score -5835143 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5837092.000000 Penalty: 3483.036865
	Iteration 7F: 3 clusters Score -5837092 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5838522.500000 Penalty: 3483.036865
	Iteration 8Q: 3 clusters Score -5838522 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -5839616.000000 Penalty: 3483.036865
	Iteration 9Q: 3 clusters Score -5839616 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5840441.500000 Penalty: 3483.036865
	Iteration 10Q: 3 clusters Score -5840442 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5841145.000000 Penalty: 3483.036865
	Iteration 11Q: 3 clusters Score -5841145 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5841845.000000 Penalty: 3483.036865
	Iteration 12Q: 3 clusters Score -5841845 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5842515.000000 Penalty: 3483.036865
	Iteration 13Q: 3 clusters Score -5842515 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -5843196.500000 Penalty: 3483.036865
	Iteration 14Q: 3 clusters Score -5843196 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5843747.500000 Penalty: 3483.036865
	Iteration 15Q: 3 clusters Score -5843748 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -5844234.500000 Penalty: 3483.036865
	Iteration 16Q: 3 clusters Score -5844234 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -5844590.500000 Penalty: 3483.036865
	Iteration 17Q: 3 clusters Score -5844590 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -5844863.500000 Penalty: 3483.036865
	Iteration 18Q: 3 clusters Score -5844864 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -5845063.000000 Penalty: 3483.036865
	Iteration 19Q: 3 clusters Score -5845063 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -5845366.500000 Penalty: 3483.036865
	Iteration 20F: 3 clusters Score -5845366 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -5845628.500000 Penalty: 3483.036865
	Iteration 21Q: 3 clusters Score -5845628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5845812.500000 Penalty: 3483.036865
	Iteration 22Q: 3 clusters Score -5845812 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -5845957.500000 Penalty: 3483.036865
	Iteration 23Q: 3 clusters Score -5845958 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5846032.500000 Penalty: 3483.036865
	Iteration 24Q: 3 clusters Score -5846032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -5846100.500000 Penalty: 3483.036865
	Iteration 25Q: 3 clusters Score -5846100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5846127.500000 Penalty: 3483.036865
	Iteration 26Q: 3 clusters Score -5846128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -5846164.500000 Penalty: 3483.036865
	Iteration 27Q: 3 clusters Score -5846164 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -5846183.000000 Penalty: 3483.036865
	Iteration 28Q: 3 clusters Score -5846183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -5846216.000000 Penalty: 3483.036865
	Iteration 29Q: 3 clusters Score -5846216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5846217.000000 Penalty: 3483.036865
	Iteration 30Q: 3 clusters Score -5846217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -5846240.000000 Penalty: 3483.036865
	Iteration 31Q: 3 clusters Score -5846240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -5846248.500000 Penalty: 3483.036865
	Iteration 32Q: 3 clusters Score -5846248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -5846257.500000 Penalty: 3483.036865
	Iteration 33Q: 3 clusters Score -5846258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -5846261.500000 Penalty: 3483.036865
	Iteration 34Q: 3 clusters Score -5846262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5846255.500000 Penalty: 3483.036865
	Iteration 35Q: 3 clusters Score -5846256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5846259.000000 Penalty: 3483.036865
	Iteration 36Q: 3 clusters Score -5846259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -5846274.000000 Penalty: 3483.036865
	Iteration 37Q: 3 clusters Score -5846274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5846284.500000 Penalty: 3483.036865
	Iteration 38Q: 3 clusters Score -5846284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5846282.000000 Penalty: 3483.036865
	Iteration 39Q: 3 clusters Score -5846282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -5846286.500000 Penalty: 3483.036865
	Iteration 40F: 3 clusters Score -5846286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5846291.000000 Penalty: 3483.036865
	Iteration 41Q: 3 clusters Score -5846291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5846292.000000 Penalty: 3483.036865
	Iteration 42Q: 3 clusters Score -5846292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5846287.000000 Penalty: 3483.036865
	Iteration 43Q: 3 clusters Score -5846287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5846286.500000 Penalty: 3483.036865
	Iteration 44Q: 3 clusters Score -5846286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -5846291.500000 Penalty: 3483.036865
	Iteration 45Q: 3 clusters Score -5846292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5846282.000000 Penalty: 3483.036865
	Iteration 46Q: 3 clusters Score -5846282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5846290.000000 Penalty: 3483.036865
	Iteration 47Q: 3 clusters Score -5846290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5846288.500000 Penalty: 3483.036865
	Iteration 48Q: 3 clusters Score -5846288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5846300.000000 Penalty: 3483.036865
	Iteration 49Q: 3 clusters Score -5846300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5846295.000000 Penalty: 3483.036865
	Iteration 50Q: 3 clusters Score -5846295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -5846293.500000 Penalty: 3483.036865
	Iteration 51Q: 3 clusters Score -5846294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5846297.500000 Penalty: 3483.036865
	Iteration 52Q: 3 clusters Score -5846298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5846286.000000 Penalty: 3483.036865
	Iteration 53Q: 3 clusters Score -5846286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -5846283.500000 Penalty: 3483.036865
	Iteration 54Q: 3 clusters Score -5846284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5846289.000000 Penalty: 3483.036865
	Iteration 55Q: 3 clusters Score -5846289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5846287.000000 Penalty: 3483.036865
	Iteration 56Q: 3 clusters Score -5846287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -5846297.500000 Penalty: 3483.036865
	Iteration 57Q: 3 clusters Score -5846298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -5846299.000000 Penalty: 3483.036865
	Iteration 58Q: 3 clusters Score -5846299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5846291.500000 Penalty: 3483.036865
	Iteration 59Q: 3 clusters Score -5846292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5846291.000000 Penalty: 3483.036865
	Iteration 60F: 3 clusters Score -5846291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5846298.500000 Penalty: 3483.036865
	Iteration 61Q: 3 clusters Score -5846298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5846292.500000 Penalty: 3483.036865
	Iteration 62Q: 3 clusters Score -5846292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -5846300.000000 Penalty: 3483.036865
	Iteration 63Q: 3 clusters Score -5846300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -5846298.000000 Penalty: 3483.036865
	Iteration 64Q: 3 clusters Score -5846298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5846296.000000 Penalty: 3483.036865
	Iteration 65Q: 3 clusters Score -5846296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -5846299.000000 Penalty: 3483.036865
	Iteration 66Q: 3 clusters Score -5846299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5846295.500000 Penalty: 3483.036865
	Iteration 67Q: 3 clusters Score -5846296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -5846301.500000 Penalty: 3483.036865
	Iteration 68Q: 3 clusters Score -5846302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5846292.500000 Penalty: 3483.036865
	Iteration 69Q: 3 clusters Score -5846292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5846294.500000 Penalty: 3483.036865
	Iteration 70Q: 3 clusters Score -5846294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5846296.000000 Penalty: 3483.036865
	Iteration 71Q: 3 clusters Score -5846296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5846297.500000 Penalty: 3483.036865
	Iteration 72Q: 3 clusters Score -5846298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5846294.500000 Penalty: 3483.036865
	Iteration 73Q: 3 clusters Score -5846294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5846294.500000 Penalty: 3483.036865
	Iteration 74F: 3 clusters Score -5846294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Mstep: Class 28 contains 7850 members 
Entering Unmasked Estep 
Score: -85859960.000000 Penalty: 60982.164062
Splitting cluster 13 changes total score from -85819368.000000 to -85859960.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (115035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Entering Unmasked Estep 
Score: -15182104.000000 Penalty: 1893.611084
	Iteration 0F: 2 clusters Score -1.51821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -15122873.000000 Penalty: 3787.222168
	Iteration 0F: 3 clusters Score -1.512287e+07 nChanged 55205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -15155199.000000 Penalty: 3787.222168
	Iteration 1F: 3 clusters Score -1.51552e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -15156395.000000 Penalty: 3787.222168
	Iteration 2Q: 3 clusters Score -1.51564e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -15157981.000000 Penalty: 3787.222168
	Iteration 3Q: 3 clusters Score -1.515798e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -15160116.000000 Penalty: 3787.222168
	Iteration 4Q: 3 clusters Score -1.516012e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -15163258.000000 Penalty: 3787.222168
	Iteration 5F: 3 clusters Score -1.516326e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -15167189.000000 Penalty: 3787.222168
	Iteration 6F: 3 clusters Score -1.516719e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -15172357.000000 Penalty: 3787.222168
	Iteration 7F: 3 clusters Score -1.517236e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -15177381.000000 Penalty: 3787.222168
	Iteration 8F: 3 clusters Score -1.517738e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -15180283.000000 Penalty: 3787.222168
	Iteration 9F: 3 clusters Score -1.518028e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -15181130.000000 Penalty: 3787.222168
	Iteration 10Q: 3 clusters Score -1.518113e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -15181407.000000 Penalty: 3787.222168
	Iteration 11Q: 3 clusters Score -1.518141e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -15181502.000000 Penalty: 3787.222168
	Iteration 12Q: 3 clusters Score -1.51815e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -15181561.000000 Penalty: 3787.222168
	Iteration 13Q: 3 clusters Score -1.518156e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -15181738.000000 Penalty: 3787.222168
	Iteration 14Q: 3 clusters Score -1.518174e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -15181861.000000 Penalty: 3787.222168
	Iteration 15Q: 3 clusters Score -1.518186e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -15181900.000000 Penalty: 3787.222168
	Iteration 16Q: 3 clusters Score -1.51819e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -15181973.000000 Penalty: 3787.222168
	Iteration 17Q: 3 clusters Score -1.518197e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -15181965.000000 Penalty: 3787.222168
	Iteration 18Q: 3 clusters Score -1.518196e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -15182039.000000 Penalty: 3787.222168
	Iteration 19Q: 3 clusters Score -1.518204e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -15182080.000000 Penalty: 3787.222168
	Iteration 20F: 3 clusters Score -1.518208e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -15182183.000000 Penalty: 3787.222168
	Iteration 21Q: 3 clusters Score -1.518218e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -15182280.000000 Penalty: 3787.222168
	Iteration 22Q: 3 clusters Score -1.518228e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -15182287.000000 Penalty: 3787.222168
	Iteration 23Q: 3 clusters Score -1.518229e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -15182350.000000 Penalty: 3787.222168
	Iteration 24Q: 3 clusters Score -1.518235e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -15182342.000000 Penalty: 3787.222168
	Iteration 25Q: 3 clusters Score -1.518234e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -15182337.000000 Penalty: 3787.222168
	Iteration 26Q: 3 clusters Score -1.518234e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -15182320.000000 Penalty: 3787.222168
	Iteration 27Q: 3 clusters Score -1.518232e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -15182318.000000 Penalty: 3787.222168
	Iteration 28Q: 3 clusters Score -1.518232e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -15182282.000000 Penalty: 3787.222168
	Iteration 29Q: 3 clusters Score -1.518228e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -15182313.000000 Penalty: 3787.222168
	Iteration 30Q: 3 clusters Score -1.518231e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -15182327.000000 Penalty: 3787.222168
	Iteration 31Q: 3 clusters Score -1.518233e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -15182341.000000 Penalty: 3787.222168
	Iteration 32Q: 3 clusters Score -1.518234e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -15182323.000000 Penalty: 3787.222168
	Iteration 33Q: 3 clusters Score -1.518232e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -15182343.000000 Penalty: 3787.222168
	Iteration 34Q: 3 clusters Score -1.518234e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -15182346.000000 Penalty: 3787.222168
	Iteration 35Q: 3 clusters Score -1.518235e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -15182370.000000 Penalty: 3787.222168
	Iteration 36Q: 3 clusters Score -1.518237e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -15182300.000000 Penalty: 3787.222168
	Iteration 37Q: 3 clusters Score -1.51823e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -15182342.000000 Penalty: 3787.222168
	Iteration 38Q: 3 clusters Score -1.518234e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -15182280.000000 Penalty: 3787.222168
	Iteration 39Q: 3 clusters Score -1.518228e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -15182246.000000 Penalty: 3787.222168
	Iteration 40F: 3 clusters Score -1.518225e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -15182246.000000 Penalty: 3787.222168
	Iteration 41Q: 3 clusters Score -1.518225e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -15182282.000000 Penalty: 3787.222168
	Iteration 42Q: 3 clusters Score -1.518228e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -15182313.000000 Penalty: 3787.222168
	Iteration 43Q: 3 clusters Score -1.518231e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -15182284.000000 Penalty: 3787.222168
	Iteration 44Q: 3 clusters Score -1.518228e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -15182358.000000 Penalty: 3787.222168
	Iteration 45Q: 3 clusters Score -1.518236e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -15182434.000000 Penalty: 3787.222168
	Iteration 46Q: 3 clusters Score -1.518243e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -15182453.000000 Penalty: 3787.222168
	Iteration 47Q: 3 clusters Score -1.518245e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -15182447.000000 Penalty: 3787.222168
	Iteration 48Q: 3 clusters Score -1.518245e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -15182473.000000 Penalty: 3787.222168
	Iteration 49Q: 3 clusters Score -1.518247e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -15182479.000000 Penalty: 3787.222168
	Iteration 50Q: 3 clusters Score -1.518248e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -15182499.000000 Penalty: 3787.222168
	Iteration 51Q: 3 clusters Score -1.51825e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -15182579.000000 Penalty: 3787.222168
	Iteration 52Q: 3 clusters Score -1.518258e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -15182611.000000 Penalty: 3787.222168
	Iteration 53Q: 3 clusters Score -1.518261e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -15182628.000000 Penalty: 3787.222168
	Iteration 54Q: 3 clusters Score -1.518263e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -15182662.000000 Penalty: 3787.222168
	Iteration 55Q: 3 clusters Score -1.518266e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -15182692.000000 Penalty: 3787.222168
	Iteration 56Q: 3 clusters Score -1.518269e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -15182749.000000 Penalty: 3787.222168
	Iteration 57Q: 3 clusters Score -1.518275e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -15182812.000000 Penalty: 3787.222168
	Iteration 58Q: 3 clusters Score -1.518281e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -15182833.000000 Penalty: 3787.222168
	Iteration 59Q: 3 clusters Score -1.518283e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -15182892.000000 Penalty: 3787.222168
	Iteration 60F: 3 clusters Score -1.518289e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -15182951.000000 Penalty: 3787.222168
	Iteration 61Q: 3 clusters Score -1.518295e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -15182963.000000 Penalty: 3787.222168
	Iteration 62Q: 3 clusters Score -1.518296e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -15183065.000000 Penalty: 3787.222168
	Iteration 63Q: 3 clusters Score -1.518306e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -15183036.000000 Penalty: 3787.222168
	Iteration 64Q: 3 clusters Score -1.518304e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -15183018.000000 Penalty: 3787.222168
	Iteration 65Q: 3 clusters Score -1.518302e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -15183063.000000 Penalty: 3787.222168
	Iteration 66Q: 3 clusters Score -1.518306e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -15183119.000000 Penalty: 3787.222168
	Iteration 67Q: 3 clusters Score -1.518312e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -15183175.000000 Penalty: 3787.222168
	Iteration 68Q: 3 clusters Score -1.518318e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -15183203.000000 Penalty: 3787.222168
	Iteration 69Q: 3 clusters Score -1.51832e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -15183175.000000 Penalty: 3787.222168
	Iteration 70Q: 3 clusters Score -1.518318e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -15183177.000000 Penalty: 3787.222168
	Iteration 71Q: 3 clusters Score -1.518318e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -15183227.000000 Penalty: 3787.222168
	Iteration 72Q: 3 clusters Score -1.518323e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -15183226.000000 Penalty: 3787.222168
	Iteration 73Q: 3 clusters Score -1.518323e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -15183200.000000 Penalty: 3787.222168
	Iteration 74Q: 3 clusters Score -1.51832e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -15183208.000000 Penalty: 3787.222168
	Iteration 75Q: 3 clusters Score -1.518321e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -15183245.000000 Penalty: 3787.222168
	Iteration 76Q: 3 clusters Score -1.518324e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -15183228.000000 Penalty: 3787.222168
	Iteration 77Q: 3 clusters Score -1.518323e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -15183167.000000 Penalty: 3787.222168
	Iteration 78Q: 3 clusters Score -1.518317e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -15183113.000000 Penalty: 3787.222168
	Iteration 79Q: 3 clusters Score -1.518311e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -15183116.000000 Penalty: 3787.222168
	Iteration 80F: 3 clusters Score -1.518312e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -15183075.000000 Penalty: 3787.222168
	Iteration 81Q: 3 clusters Score -1.518308e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -15183057.000000 Penalty: 3787.222168
	Iteration 82Q: 3 clusters Score -1.518306e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -15183063.000000 Penalty: 3787.222168
	Iteration 83Q: 3 clusters Score -1.518306e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -15183114.000000 Penalty: 3787.222168
	Iteration 84Q: 3 clusters Score -1.518311e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -15183100.000000 Penalty: 3787.222168
	Iteration 85Q: 3 clusters Score -1.51831e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -15183116.000000 Penalty: 3787.222168
	Iteration 86Q: 3 clusters Score -1.518312e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -15183071.000000 Penalty: 3787.222168
	Iteration 87Q: 3 clusters Score -1.518307e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -15183025.000000 Penalty: 3787.222168
	Iteration 88Q: 3 clusters Score -1.518302e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -15183046.000000 Penalty: 3787.222168
	Iteration 89Q: 3 clusters Score -1.518305e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -15183029.000000 Penalty: 3787.222168
	Iteration 90Q: 3 clusters Score -1.518303e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -15182976.000000 Penalty: 3787.222168
	Iteration 91Q: 3 clusters Score -1.518298e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -15182916.000000 Penalty: 3787.222168
	Iteration 92Q: 3 clusters Score -1.518292e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -15182945.000000 Penalty: 3787.222168
	Iteration 93Q: 3 clusters Score -1.518294e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -15182903.000000 Penalty: 3787.222168
	Iteration 94Q: 3 clusters Score -1.51829e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -15182905.000000 Penalty: 3787.222168
	Iteration 95Q: 3 clusters Score -1.51829e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -15182886.000000 Penalty: 3787.222168
	Iteration 96Q: 3 clusters Score -1.518289e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -15182884.000000 Penalty: 3787.222168
	Iteration 97Q: 3 clusters Score -1.518288e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -15182850.000000 Penalty: 3787.222168
	Iteration 98Q: 3 clusters Score -1.518285e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -15182798.000000 Penalty: 3787.222168
	Iteration 99Q: 3 clusters Score -1.51828e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -15182773.000000 Penalty: 3787.222168
	Iteration 100F: 3 clusters Score -1.518277e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -15182716.000000 Penalty: 3787.222168
	Iteration 101Q: 3 clusters Score -1.518272e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -15182699.000000 Penalty: 3787.222168
	Iteration 102Q: 3 clusters Score -1.51827e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -15182706.000000 Penalty: 3787.222168
	Iteration 103Q: 3 clusters Score -1.518271e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -15182673.000000 Penalty: 3787.222168
	Iteration 104Q: 3 clusters Score -1.518267e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -15182628.000000 Penalty: 3787.222168
	Iteration 105Q: 3 clusters Score -1.518263e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -15182590.000000 Penalty: 3787.222168
	Iteration 106Q: 3 clusters Score -1.518259e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -15182548.000000 Penalty: 3787.222168
	Iteration 107Q: 3 clusters Score -1.518255e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -15182579.000000 Penalty: 3787.222168
	Iteration 108Q: 3 clusters Score -1.518258e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -15182517.000000 Penalty: 3787.222168
	Iteration 109Q: 3 clusters Score -1.518252e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -15182504.000000 Penalty: 3787.222168
	Iteration 110Q: 3 clusters Score -1.51825e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -15182486.000000 Penalty: 3787.222168
	Iteration 111Q: 3 clusters Score -1.518249e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -15182435.000000 Penalty: 3787.222168
	Iteration 112Q: 3 clusters Score -1.518244e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -15182387.000000 Penalty: 3787.222168
	Iteration 113Q: 3 clusters Score -1.518239e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -15182381.000000 Penalty: 3787.222168
	Iteration 114Q: 3 clusters Score -1.518238e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -15182382.000000 Penalty: 3787.222168
	Iteration 115Q: 3 clusters Score -1.518238e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -15182318.000000 Penalty: 3787.222168
	Iteration 116Q: 3 clusters Score -1.518232e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -15182284.000000 Penalty: 3787.222168
	Iteration 117Q: 3 clusters Score -1.518228e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -15182246.000000 Penalty: 3787.222168
	Iteration 118Q: 3 clusters Score -1.518225e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -15182218.000000 Penalty: 3787.222168
	Iteration 119Q: 3 clusters Score -1.518222e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -15182176.000000 Penalty: 3787.222168
	Iteration 120F: 3 clusters Score -1.518218e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -15182106.000000 Penalty: 3787.222168
	Iteration 121Q: 3 clusters Score -1.518211e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -15182069.000000 Penalty: 3787.222168
	Iteration 122Q: 3 clusters Score -1.518207e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -15182020.000000 Penalty: 3787.222168
	Iteration 123Q: 3 clusters Score -1.518202e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -15182027.000000 Penalty: 3787.222168
	Iteration 124Q: 3 clusters Score -1.518203e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -15182035.000000 Penalty: 3787.222168
	Iteration 125Q: 3 clusters Score -1.518204e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -15182027.000000 Penalty: 3787.222168
	Iteration 126Q: 3 clusters Score -1.518203e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -15182031.000000 Penalty: 3787.222168
	Iteration 127Q: 3 clusters Score -1.518203e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -15181990.000000 Penalty: 3787.222168
	Iteration 128Q: 3 clusters Score -1.518199e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -15181995.000000 Penalty: 3787.222168
	Iteration 129Q: 3 clusters Score -1.5182e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -15181952.000000 Penalty: 3787.222168
	Iteration 130Q: 3 clusters Score -1.518195e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -15181860.000000 Penalty: 3787.222168
	Iteration 131Q: 3 clusters Score -1.518186e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -15181846.000000 Penalty: 3787.222168
	Iteration 132Q: 3 clusters Score -1.518185e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -15181823.000000 Penalty: 3787.222168
	Iteration 133Q: 3 clusters Score -1.518182e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -15181832.000000 Penalty: 3787.222168
	Iteration 134Q: 3 clusters Score -1.518183e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -15181818.000000 Penalty: 3787.222168
	Iteration 135Q: 3 clusters Score -1.518182e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -15181807.000000 Penalty: 3787.222168
	Iteration 136Q: 3 clusters Score -1.518181e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -15181791.000000 Penalty: 3787.222168
	Iteration 137Q: 3 clusters Score -1.518179e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -15181786.000000 Penalty: 3787.222168
	Iteration 138Q: 3 clusters Score -1.518179e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -15181760.000000 Penalty: 3787.222168
	Iteration 139Q: 3 clusters Score -1.518176e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -15181722.000000 Penalty: 3787.222168
	Iteration 140F: 3 clusters Score -1.518172e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -15181685.000000 Penalty: 3787.222168
	Iteration 141Q: 3 clusters Score -1.518168e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15181632.000000 Penalty: 3787.222168
	Iteration 142Q: 3 clusters Score -1.518163e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -15181617.000000 Penalty: 3787.222168
	Iteration 143Q: 3 clusters Score -1.518162e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -15181588.000000 Penalty: 3787.222168
	Iteration 144Q: 3 clusters Score -1.518159e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -15181604.000000 Penalty: 3787.222168
	Iteration 145Q: 3 clusters Score -1.51816e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -15181587.000000 Penalty: 3787.222168
	Iteration 146Q: 3 clusters Score -1.518159e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -15181567.000000 Penalty: 3787.222168
	Iteration 147Q: 3 clusters Score -1.518157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -15181536.000000 Penalty: 3787.222168
	Iteration 148Q: 3 clusters Score -1.518154e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -15181521.000000 Penalty: 3787.222168
	Iteration 149Q: 3 clusters Score -1.518152e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -15181550.000000 Penalty: 3787.222168
	Iteration 150Q: 3 clusters Score -1.518155e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -15181576.000000 Penalty: 3787.222168
	Iteration 151Q: 3 clusters Score -1.518158e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -15181525.000000 Penalty: 3787.222168
	Iteration 152Q: 3 clusters Score -1.518152e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -15181494.000000 Penalty: 3787.222168
	Iteration 153Q: 3 clusters Score -1.518149e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -15181422.000000 Penalty: 3787.222168
	Iteration 154Q: 3 clusters Score -1.518142e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -15181393.000000 Penalty: 3787.222168
	Iteration 155Q: 3 clusters Score -1.518139e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -15181380.000000 Penalty: 3787.222168
	Iteration 156Q: 3 clusters Score -1.518138e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -15181356.000000 Penalty: 3787.222168
	Iteration 157Q: 3 clusters Score -1.518136e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -15181370.000000 Penalty: 3787.222168
	Iteration 158Q: 3 clusters Score -1.518137e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -15181329.000000 Penalty: 3787.222168
	Iteration 159Q: 3 clusters Score -1.518133e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15181332.000000 Penalty: 3787.222168
	Iteration 160F: 3 clusters Score -1.518133e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -15181317.000000 Penalty: 3787.222168
	Iteration 161Q: 3 clusters Score -1.518132e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15181275.000000 Penalty: 3787.222168
	Iteration 162Q: 3 clusters Score -1.518128e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -15181248.000000 Penalty: 3787.222168
	Iteration 163Q: 3 clusters Score -1.518125e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -15181242.000000 Penalty: 3787.222168
	Iteration 164Q: 3 clusters Score -1.518124e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -15181228.000000 Penalty: 3787.222168
	Iteration 165Q: 3 clusters Score -1.518123e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -15181201.000000 Penalty: 3787.222168
	Iteration 166Q: 3 clusters Score -1.51812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -15181199.000000 Penalty: 3787.222168
	Iteration 167Q: 3 clusters Score -1.51812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -15181178.000000 Penalty: 3787.222168
	Iteration 168Q: 3 clusters Score -1.518118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -15181153.000000 Penalty: 3787.222168
	Iteration 169Q: 3 clusters Score -1.518115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -15181139.000000 Penalty: 3787.222168
	Iteration 170Q: 3 clusters Score -1.518114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -15181149.000000 Penalty: 3787.222168
	Iteration 171Q: 3 clusters Score -1.518115e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -15181142.000000 Penalty: 3787.222168
	Iteration 172Q: 3 clusters Score -1.518114e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -15181141.000000 Penalty: 3787.222168
	Iteration 173Q: 3 clusters Score -1.518114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -15181113.000000 Penalty: 3787.222168
	Iteration 174Q: 3 clusters Score -1.518111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -15181116.000000 Penalty: 3787.222168
	Iteration 175Q: 3 clusters Score -1.518112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -15181107.000000 Penalty: 3787.222168
	Iteration 176Q: 3 clusters Score -1.518111e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -15181103.000000 Penalty: 3787.222168
	Iteration 177Q: 3 clusters Score -1.51811e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -15181076.000000 Penalty: 3787.222168
	Iteration 178Q: 3 clusters Score -1.518108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -15181079.000000 Penalty: 3787.222168
	Iteration 179Q: 3 clusters Score -1.518108e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -15181065.000000 Penalty: 3787.222168
	Iteration 180F: 3 clusters Score -1.518106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -15181045.000000 Penalty: 3787.222168
	Iteration 181Q: 3 clusters Score -1.518104e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -15181020.000000 Penalty: 3787.222168
	Iteration 182Q: 3 clusters Score -1.518102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -15181006.000000 Penalty: 3787.222168
	Iteration 183Q: 3 clusters Score -1.518101e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -15180994.000000 Penalty: 3787.222168
	Iteration 184Q: 3 clusters Score -1.518099e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -15180968.000000 Penalty: 3787.222168
	Iteration 185Q: 3 clusters Score -1.518097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -15180940.000000 Penalty: 3787.222168
	Iteration 186Q: 3 clusters Score -1.518094e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -15180936.000000 Penalty: 3787.222168
	Iteration 187Q: 3 clusters Score -1.518094e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -15180948.000000 Penalty: 3787.222168
	Iteration 188Q: 3 clusters Score -1.518095e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -15180960.000000 Penalty: 3787.222168
	Iteration 189Q: 3 clusters Score -1.518096e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -15180931.000000 Penalty: 3787.222168
	Iteration 190Q: 3 clusters Score -1.518093e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -15180938.000000 Penalty: 3787.222168
	Iteration 191Q: 3 clusters Score -1.518094e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -15180951.000000 Penalty: 3787.222168
	Iteration 192Q: 3 clusters Score -1.518095e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -15180946.000000 Penalty: 3787.222168
	Iteration 193Q: 3 clusters Score -1.518095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -15180890.000000 Penalty: 3787.222168
	Iteration 194Q: 3 clusters Score -1.518089e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -15180905.000000 Penalty: 3787.222168
	Iteration 195Q: 3 clusters Score -1.51809e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -15180887.000000 Penalty: 3787.222168
	Iteration 196Q: 3 clusters Score -1.518089e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -15180884.000000 Penalty: 3787.222168
	Iteration 197Q: 3 clusters Score -1.518088e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -15180856.000000 Penalty: 3787.222168
	Iteration 198Q: 3 clusters Score -1.518086e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -15180827.000000 Penalty: 3787.222168
	Iteration 199Q: 3 clusters Score -1.518083e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -15180795.000000 Penalty: 3787.222168
	Iteration 200F: 3 clusters Score -1.51808e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -15180754.000000 Penalty: 3787.222168
	Iteration 201Q: 3 clusters Score -1.518075e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -15180776.000000 Penalty: 3787.222168
	Iteration 202Q: 3 clusters Score -1.518078e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -15180788.000000 Penalty: 3787.222168
	Iteration 203Q: 3 clusters Score -1.518079e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -15180767.000000 Penalty: 3787.222168
	Iteration 204Q: 3 clusters Score -1.518077e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -15180747.000000 Penalty: 3787.222168
	Iteration 205Q: 3 clusters Score -1.518075e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -15180750.000000 Penalty: 3787.222168
	Iteration 206Q: 3 clusters Score -1.518075e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -15180727.000000 Penalty: 3787.222168
	Iteration 207Q: 3 clusters Score -1.518073e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -15180681.000000 Penalty: 3787.222168
	Iteration 208Q: 3 clusters Score -1.518068e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -15180660.000000 Penalty: 3787.222168
	Iteration 209Q: 3 clusters Score -1.518066e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -15180669.000000 Penalty: 3787.222168
	Iteration 210Q: 3 clusters Score -1.518067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -15180660.000000 Penalty: 3787.222168
	Iteration 211Q: 3 clusters Score -1.518066e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -15180622.000000 Penalty: 3787.222168
	Iteration 212Q: 3 clusters Score -1.518062e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -15180629.000000 Penalty: 3787.222168
	Iteration 213Q: 3 clusters Score -1.518063e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -15180650.000000 Penalty: 3787.222168
	Iteration 214Q: 3 clusters Score -1.518065e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -15180660.000000 Penalty: 3787.222168
	Iteration 215Q: 3 clusters Score -1.518066e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -15180661.000000 Penalty: 3787.222168
	Iteration 216Q: 3 clusters Score -1.518066e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -15180654.000000 Penalty: 3787.222168
	Iteration 217Q: 3 clusters Score -1.518065e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -15180661.000000 Penalty: 3787.222168
	Iteration 218Q: 3 clusters Score -1.518066e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -15180637.000000 Penalty: 3787.222168
	Iteration 219Q: 3 clusters Score -1.518064e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -15180642.000000 Penalty: 3787.222168
	Iteration 220F: 3 clusters Score -1.518064e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -15180622.000000 Penalty: 3787.222168
	Iteration 221Q: 3 clusters Score -1.518062e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -15180630.000000 Penalty: 3787.222168
	Iteration 222Q: 3 clusters Score -1.518063e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -15180638.000000 Penalty: 3787.222168
	Iteration 223Q: 3 clusters Score -1.518064e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -15180633.000000 Penalty: 3787.222168
	Iteration 224Q: 3 clusters Score -1.518063e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -15180625.000000 Penalty: 3787.222168
	Iteration 225Q: 3 clusters Score -1.518062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -15180635.000000 Penalty: 3787.222168
	Iteration 226Q: 3 clusters Score -1.518064e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -15180613.000000 Penalty: 3787.222168
	Iteration 227Q: 3 clusters Score -1.518061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -15180613.000000 Penalty: 3787.222168
	Iteration 228Q: 3 clusters Score -1.518061e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -15180602.000000 Penalty: 3787.222168
	Iteration 229Q: 3 clusters Score -1.51806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -15180605.000000 Penalty: 3787.222168
	Iteration 230Q: 3 clusters Score -1.51806e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -15180606.000000 Penalty: 3787.222168
	Iteration 231Q: 3 clusters Score -1.518061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -15180622.000000 Penalty: 3787.222168
	Iteration 232Q: 3 clusters Score -1.518062e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -15180595.000000 Penalty: 3787.222168
	Iteration 233Q: 3 clusters Score -1.51806e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -15180598.000000 Penalty: 3787.222168
	Iteration 234Q: 3 clusters Score -1.51806e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -15180590.000000 Penalty: 3787.222168
	Iteration 235Q: 3 clusters Score -1.518059e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -15180557.000000 Penalty: 3787.222168
	Iteration 236Q: 3 clusters Score -1.518056e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -15180543.000000 Penalty: 3787.222168
	Iteration 237Q: 3 clusters Score -1.518054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -15180509.000000 Penalty: 3787.222168
	Iteration 238Q: 3 clusters Score -1.518051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -15180520.000000 Penalty: 3787.222168
	Iteration 239Q: 3 clusters Score -1.518052e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -15180513.000000 Penalty: 3787.222168
	Iteration 240F: 3 clusters Score -1.518051e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -15180492.000000 Penalty: 3787.222168
	Iteration 241Q: 3 clusters Score -1.518049e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -15180476.000000 Penalty: 3787.222168
	Iteration 242Q: 3 clusters Score -1.518048e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -15180443.000000 Penalty: 3787.222168
	Iteration 243Q: 3 clusters Score -1.518044e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -15180412.000000 Penalty: 3787.222168
	Iteration 244Q: 3 clusters Score -1.518041e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -15180395.000000 Penalty: 3787.222168
	Iteration 245Q: 3 clusters Score -1.51804e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -15180388.000000 Penalty: 3787.222168
	Iteration 246Q: 3 clusters Score -1.518039e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -15180396.000000 Penalty: 3787.222168
	Iteration 247Q: 3 clusters Score -1.51804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -15180362.000000 Penalty: 3787.222168
	Iteration 248Q: 3 clusters Score -1.518036e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -15180344.000000 Penalty: 3787.222168
	Iteration 249Q: 3 clusters Score -1.518034e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -15180316.000000 Penalty: 3787.222168
	Iteration 250Q: 3 clusters Score -1.518032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -15180316.000000 Penalty: 3787.222168
	Iteration 251Q: 3 clusters Score -1.518032e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -15180289.000000 Penalty: 3787.222168
	Iteration 252Q: 3 clusters Score -1.518029e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -15180261.000000 Penalty: 3787.222168
	Iteration 253Q: 3 clusters Score -1.518026e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -15180224.000000 Penalty: 3787.222168
	Iteration 254Q: 3 clusters Score -1.518022e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -15180199.000000 Penalty: 3787.222168
	Iteration 255Q: 3 clusters Score -1.51802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -15180218.000000 Penalty: 3787.222168
	Iteration 256Q: 3 clusters Score -1.518022e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -15180214.000000 Penalty: 3787.222168
	Iteration 257Q: 3 clusters Score -1.518021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -15180199.000000 Penalty: 3787.222168
	Iteration 258Q: 3 clusters Score -1.51802e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -15180184.000000 Penalty: 3787.222168
	Iteration 259Q: 3 clusters Score -1.518018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -15180211.000000 Penalty: 3787.222168
	Iteration 260F: 3 clusters Score -1.518021e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -15180172.000000 Penalty: 3787.222168
	Iteration 261Q: 3 clusters Score -1.518017e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -15180164.000000 Penalty: 3787.222168
	Iteration 262Q: 3 clusters Score -1.518016e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -15180183.000000 Penalty: 3787.222168
	Iteration 263Q: 3 clusters Score -1.518018e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -15180169.000000 Penalty: 3787.222168
	Iteration 264Q: 3 clusters Score -1.518017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -15180158.000000 Penalty: 3787.222168
	Iteration 265Q: 3 clusters Score -1.518016e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -15180137.000000 Penalty: 3787.222168
	Iteration 266Q: 3 clusters Score -1.518014e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -15180123.000000 Penalty: 3787.222168
	Iteration 267Q: 3 clusters Score -1.518012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -15180134.000000 Penalty: 3787.222168
	Iteration 268Q: 3 clusters Score -1.518013e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -15180152.000000 Penalty: 3787.222168
	Iteration 269Q: 3 clusters Score -1.518015e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -15180128.000000 Penalty: 3787.222168
	Iteration 270Q: 3 clusters Score -1.518013e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -15180119.000000 Penalty: 3787.222168
	Iteration 271Q: 3 clusters Score -1.518012e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -15180079.000000 Penalty: 3787.222168
	Iteration 272Q: 3 clusters Score -1.518008e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -15180097.000000 Penalty: 3787.222168
	Iteration 273Q: 3 clusters Score -1.51801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -15180077.000000 Penalty: 3787.222168
	Iteration 274Q: 3 clusters Score -1.518008e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -15180065.000000 Penalty: 3787.222168
	Iteration 275Q: 3 clusters Score -1.518006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -15180083.000000 Penalty: 3787.222168
	Iteration 276Q: 3 clusters Score -1.518008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -15180081.000000 Penalty: 3787.222168
	Iteration 277Q: 3 clusters Score -1.518008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -15180051.000000 Penalty: 3787.222168
	Iteration 278Q: 3 clusters Score -1.518005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -15180030.000000 Penalty: 3787.222168
	Iteration 279Q: 3 clusters Score -1.518003e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -15180043.000000 Penalty: 3787.222168
	Iteration 280F: 3 clusters Score -1.518004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -15180021.000000 Penalty: 3787.222168
	Iteration 281Q: 3 clusters Score -1.518002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -15180018.000000 Penalty: 3787.222168
	Iteration 282Q: 3 clusters Score -1.518002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -15180011.000000 Penalty: 3787.222168
	Iteration 283Q: 3 clusters Score -1.518001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -15179999.000000 Penalty: 3787.222168
	Iteration 284Q: 3 clusters Score -1.518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -15180001.000000 Penalty: 3787.222168
	Iteration 285Q: 3 clusters Score -1.518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -15180003.000000 Penalty: 3787.222168
	Iteration 286Q: 3 clusters Score -1.518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -15179982.000000 Penalty: 3787.222168
	Iteration 287Q: 3 clusters Score -1.517998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -15179999.000000 Penalty: 3787.222168
	Iteration 288Q: 3 clusters Score -1.518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -15179993.000000 Penalty: 3787.222168
	Iteration 289Q: 3 clusters Score -1.517999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -15179968.000000 Penalty: 3787.222168
	Iteration 290Q: 3 clusters Score -1.517997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -15179949.000000 Penalty: 3787.222168
	Iteration 291Q: 3 clusters Score -1.517995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -15179957.000000 Penalty: 3787.222168
	Iteration 292Q: 3 clusters Score -1.517996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -15179947.000000 Penalty: 3787.222168
	Iteration 293Q: 3 clusters Score -1.517995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15179948.000000 Penalty: 3787.222168
	Iteration 294Q: 3 clusters Score -1.517995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -15179952.000000 Penalty: 3787.222168
	Iteration 295Q: 3 clusters Score -1.517995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -15179945.000000 Penalty: 3787.222168
	Iteration 296Q: 3 clusters Score -1.517994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15179938.000000 Penalty: 3787.222168
	Iteration 297Q: 3 clusters Score -1.517994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -15179938.000000 Penalty: 3787.222168
	Iteration 298Q: 3 clusters Score -1.517994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15179945.000000 Penalty: 3787.222168
	Iteration 299Q: 3 clusters Score -1.517994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -15179939.000000 Penalty: 3787.222168
	Iteration 300F: 3 clusters Score -1.517994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -15179948.000000 Penalty: 3787.222168
	Iteration 301Q: 3 clusters Score -1.517995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -15179938.000000 Penalty: 3787.222168
	Iteration 302Q: 3 clusters Score -1.517994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -15179922.000000 Penalty: 3787.222168
	Iteration 303Q: 3 clusters Score -1.517992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -15179934.000000 Penalty: 3787.222168
	Iteration 304Q: 3 clusters Score -1.517993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -15179933.000000 Penalty: 3787.222168
	Iteration 305Q: 3 clusters Score -1.517993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -15179936.000000 Penalty: 3787.222168
	Iteration 306Q: 3 clusters Score -1.517994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -15179930.000000 Penalty: 3787.222168
	Iteration 307Q: 3 clusters Score -1.517993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -15179910.000000 Penalty: 3787.222168
	Iteration 308Q: 3 clusters Score -1.517991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -15179903.000000 Penalty: 3787.222168
	Iteration 309Q: 3 clusters Score -1.51799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -15179910.000000 Penalty: 3787.222168
	Iteration 310Q: 3 clusters Score -1.517991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -15179901.000000 Penalty: 3787.222168
	Iteration 311Q: 3 clusters Score -1.51799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -15179906.000000 Penalty: 3787.222168
	Iteration 312Q: 3 clusters Score -1.517991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -15179869.000000 Penalty: 3787.222168
	Iteration 313Q: 3 clusters Score -1.517987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -15179864.000000 Penalty: 3787.222168
	Iteration 314Q: 3 clusters Score -1.517986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15179857.000000 Penalty: 3787.222168
	Iteration 315Q: 3 clusters Score -1.517986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15179861.000000 Penalty: 3787.222168
	Iteration 316Q: 3 clusters Score -1.517986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -15179843.000000 Penalty: 3787.222168
	Iteration 317Q: 3 clusters Score -1.517984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -15179851.000000 Penalty: 3787.222168
	Iteration 318Q: 3 clusters Score -1.517985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -15179866.000000 Penalty: 3787.222168
	Iteration 319Q: 3 clusters Score -1.517987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -15179858.000000 Penalty: 3787.222168
	Iteration 320F: 3 clusters Score -1.517986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -15179865.000000 Penalty: 3787.222168
	Iteration 321Q: 3 clusters Score -1.517986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -15179857.000000 Penalty: 3787.222168
	Iteration 322Q: 3 clusters Score -1.517986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -15179871.000000 Penalty: 3787.222168
	Iteration 323Q: 3 clusters Score -1.517987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -15179861.000000 Penalty: 3787.222168
	Iteration 324Q: 3 clusters Score -1.517986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -15179854.000000 Penalty: 3787.222168
	Iteration 325Q: 3 clusters Score -1.517985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -15179852.000000 Penalty: 3787.222168
	Iteration 326Q: 3 clusters Score -1.517985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15179839.000000 Penalty: 3787.222168
	Iteration 327Q: 3 clusters Score -1.517984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -15179843.000000 Penalty: 3787.222168
	Iteration 328Q: 3 clusters Score -1.517984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -15179809.000000 Penalty: 3787.222168
	Iteration 329Q: 3 clusters Score -1.517981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -15179812.000000 Penalty: 3787.222168
	Iteration 330Q: 3 clusters Score -1.517981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -15179804.000000 Penalty: 3787.222168
	Iteration 331Q: 3 clusters Score -1.51798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -15179800.000000 Penalty: 3787.222168
	Iteration 332Q: 3 clusters Score -1.51798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -15179798.000000 Penalty: 3787.222168
	Iteration 333Q: 3 clusters Score -1.51798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -15179796.000000 Penalty: 3787.222168
	Iteration 334Q: 3 clusters Score -1.51798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -15179791.000000 Penalty: 3787.222168
	Iteration 335Q: 3 clusters Score -1.517979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -15179803.000000 Penalty: 3787.222168
	Iteration 336Q: 3 clusters Score -1.51798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -15179819.000000 Penalty: 3787.222168
	Iteration 337Q: 3 clusters Score -1.517982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -15179819.000000 Penalty: 3787.222168
	Iteration 338Q: 3 clusters Score -1.517982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -15179794.000000 Penalty: 3787.222168
	Iteration 339Q: 3 clusters Score -1.517979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -15179791.000000 Penalty: 3787.222168
	Iteration 340F: 3 clusters Score -1.517979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -15179788.000000 Penalty: 3787.222168
	Iteration 341Q: 3 clusters Score -1.517979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -15179784.000000 Penalty: 3787.222168
	Iteration 342Q: 3 clusters Score -1.517978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -15179782.000000 Penalty: 3787.222168
	Iteration 343Q: 3 clusters Score -1.517978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -15179785.000000 Penalty: 3787.222168
	Iteration 344Q: 3 clusters Score -1.517978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -15179801.000000 Penalty: 3787.222168
	Iteration 345Q: 3 clusters Score -1.51798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15179787.000000 Penalty: 3787.222168
	Iteration 346Q: 3 clusters Score -1.517979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -15179780.000000 Penalty: 3787.222168
	Iteration 347Q: 3 clusters Score -1.517978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15179776.000000 Penalty: 3787.222168
	Iteration 348Q: 3 clusters Score -1.517978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -15179784.000000 Penalty: 3787.222168
	Iteration 349Q: 3 clusters Score -1.517978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -15179777.000000 Penalty: 3787.222168
	Iteration 350Q: 3 clusters Score -1.517978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -15179774.000000 Penalty: 3787.222168
	Iteration 351Q: 3 clusters Score -1.517977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -15179779.000000 Penalty: 3787.222168
	Iteration 352Q: 3 clusters Score -1.517978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -15179782.000000 Penalty: 3787.222168
	Iteration 353Q: 3 clusters Score -1.517978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -15179773.000000 Penalty: 3787.222168
	Iteration 354Q: 3 clusters Score -1.517977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -15179778.000000 Penalty: 3787.222168
	Iteration 355Q: 3 clusters Score -1.517978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -15179780.000000 Penalty: 3787.222168
	Iteration 356Q: 3 clusters Score -1.517978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -15179760.000000 Penalty: 3787.222168
	Iteration 357Q: 3 clusters Score -1.517976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -15179768.000000 Penalty: 3787.222168
	Iteration 358Q: 3 clusters Score -1.517977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -15179756.000000 Penalty: 3787.222168
	Iteration 359Q: 3 clusters Score -1.517976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -15179747.000000 Penalty: 3787.222168
	Iteration 360F: 3 clusters Score -1.517975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -15179757.000000 Penalty: 3787.222168
	Iteration 361Q: 3 clusters Score -1.517976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -15179748.000000 Penalty: 3787.222168
	Iteration 362Q: 3 clusters Score -1.517975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -15179754.000000 Penalty: 3787.222168
	Iteration 363Q: 3 clusters Score -1.517975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -15179759.000000 Penalty: 3787.222168
	Iteration 364Q: 3 clusters Score -1.517976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -15179758.000000 Penalty: 3787.222168
	Iteration 365Q: 3 clusters Score -1.517976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -15179766.000000 Penalty: 3787.222168
	Iteration 366Q: 3 clusters Score -1.517977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -15179758.000000 Penalty: 3787.222168
	Iteration 367Q: 3 clusters Score -1.517976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -15179743.000000 Penalty: 3787.222168
	Iteration 368Q: 3 clusters Score -1.517974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -15179751.000000 Penalty: 3787.222168
	Iteration 369Q: 3 clusters Score -1.517975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -15179764.000000 Penalty: 3787.222168
	Iteration 370Q: 3 clusters Score -1.517976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -15179757.000000 Penalty: 3787.222168
	Iteration 371Q: 3 clusters Score -1.517976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -15179749.000000 Penalty: 3787.222168
	Iteration 372Q: 3 clusters Score -1.517975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -15179757.000000 Penalty: 3787.222168
	Iteration 373Q: 3 clusters Score -1.517976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -15179759.000000 Penalty: 3787.222168
	Iteration 374Q: 3 clusters Score -1.517976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -15179739.000000 Penalty: 3787.222168
	Iteration 375Q: 3 clusters Score -1.517974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -15179730.000000 Penalty: 3787.222168
	Iteration 376Q: 3 clusters Score -1.517973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -15179738.000000 Penalty: 3787.222168
	Iteration 377Q: 3 clusters Score -1.517974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -15179752.000000 Penalty: 3787.222168
	Iteration 378Q: 3 clusters Score -1.517975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -15179757.000000 Penalty: 3787.222168
	Iteration 379Q: 3 clusters Score -1.517976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -15179753.000000 Penalty: 3787.222168
	Iteration 380F: 3 clusters Score -1.517975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -15179749.000000 Penalty: 3787.222168
	Iteration 381Q: 3 clusters Score -1.517975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -15179755.000000 Penalty: 3787.222168
	Iteration 382Q: 3 clusters Score -1.517976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -15179746.000000 Penalty: 3787.222168
	Iteration 383Q: 3 clusters Score -1.517975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -15179742.000000 Penalty: 3787.222168
	Iteration 384Q: 3 clusters Score -1.517974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -15179751.000000 Penalty: 3787.222168
	Iteration 385Q: 3 clusters Score -1.517975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -15179740.000000 Penalty: 3787.222168
	Iteration 386Q: 3 clusters Score -1.517974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -15179729.000000 Penalty: 3787.222168
	Iteration 387Q: 3 clusters Score -1.517973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -15179722.000000 Penalty: 3787.222168
	Iteration 388Q: 3 clusters Score -1.517972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -15179719.000000 Penalty: 3787.222168
	Iteration 389Q: 3 clusters Score -1.517972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -15179728.000000 Penalty: 3787.222168
	Iteration 390Q: 3 clusters Score -1.517973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -15179718.000000 Penalty: 3787.222168
	Iteration 391Q: 3 clusters Score -1.517972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -15179721.000000 Penalty: 3787.222168
	Iteration 392Q: 3 clusters Score -1.517972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -15179728.000000 Penalty: 3787.222168
	Iteration 393Q: 3 clusters Score -1.517973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -15179723.000000 Penalty: 3787.222168
	Iteration 394Q: 3 clusters Score -1.517972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -15179706.000000 Penalty: 3787.222168
	Iteration 395Q: 3 clusters Score -1.517971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -15179700.000000 Penalty: 3787.222168
	Iteration 396Q: 3 clusters Score -1.51797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -15179710.000000 Penalty: 3787.222168
	Iteration 397Q: 3 clusters Score -1.517971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -15179721.000000 Penalty: 3787.222168
	Iteration 398Q: 3 clusters Score -1.517972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -15179718.000000 Penalty: 3787.222168
	Iteration 399Q: 3 clusters Score -1.517972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -15179723.000000 Penalty: 3787.222168
	Iteration 400F: 3 clusters Score -1.517972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -15179726.000000 Penalty: 3787.222168
	Iteration 401Q: 3 clusters Score -1.517973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -15179718.000000 Penalty: 3787.222168
	Iteration 402Q: 3 clusters Score -1.517972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -15179709.000000 Penalty: 3787.222168
	Iteration 403Q: 3 clusters Score -1.517971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -15179707.000000 Penalty: 3787.222168
	Iteration 404Q: 3 clusters Score -1.517971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -15179714.000000 Penalty: 3787.222168
	Iteration 405Q: 3 clusters Score -1.517971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -15179713.000000 Penalty: 3787.222168
	Iteration 406Q: 3 clusters Score -1.517971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -15179713.000000 Penalty: 3787.222168
	Iteration 407F: 3 clusters Score -1.517971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -126336.648438 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -126336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125010.406250 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -125010.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126017.734375 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -126017.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126504.179688 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -126504.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -126740.726562 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -126740.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126929.742188 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -126929.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127163.203125 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -127163.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127324.476562 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -127324.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127506.953125 Penalty: 2309.646973
	Iteration 7F: 3 clusters Score -127507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127694.937500 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -127694.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127810.468750 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -127810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127864.882812 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -127864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127925.296875 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -127925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127940.546875 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -127940.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127947.445312 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -127947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127948.960938 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -127949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127949.359375 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -127949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127951.328125 Penalty: 2309.646973
	Iteration 16F: 3 clusters Score -127951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127954.429688 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -127954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127954.429688 Penalty: 2309.646973
	Iteration 18F: 3 clusters Score -127954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 109447 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 528 members 
Entering Unmasked Estep 
Score: -85860560.000000 Penalty: 63160.101562
Splitting cluster 16 changes total score from -85819368.000000 to -85860560.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (109447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Entering Unmasked Estep 
Score: -14578398.000000 Penalty: 1885.519409
	Iteration 0F: 2 clusters Score -1.45784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -14532078.000000 Penalty: 3771.038818
	Iteration 0F: 3 clusters Score -1.453208e+07 nChanged 52476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -14563222.000000 Penalty: 3771.038818
	Iteration 1F: 3 clusters Score -1.456322e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -14564780.000000 Penalty: 3771.038818
	Iteration 2Q: 3 clusters Score -1.456478e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -14567304.000000 Penalty: 3771.038818
	Iteration 3F: 3 clusters Score -1.45673e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -14570635.000000 Penalty: 3771.038818
	Iteration 4F: 3 clusters Score -1.457064e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -14575046.000000 Penalty: 3771.038818
	Iteration 5F: 3 clusters Score -1.457505e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -14579995.000000 Penalty: 3771.038818
	Iteration 6F: 3 clusters Score -1.458e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -14584768.000000 Penalty: 3771.038818
	Iteration 7F: 3 clusters Score -1.458477e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -14587051.000000 Penalty: 3771.038818
	Iteration 8Q: 3 clusters Score -1.458705e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -14587548.000000 Penalty: 3771.038818
	Iteration 9Q: 3 clusters Score -1.458755e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -14587691.000000 Penalty: 3771.038818
	Iteration 10Q: 3 clusters Score -1.458769e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -14587779.000000 Penalty: 3771.038818
	Iteration 11Q: 3 clusters Score -1.458778e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -14587879.000000 Penalty: 3771.038818
	Iteration 12Q: 3 clusters Score -1.458788e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -14587860.000000 Penalty: 3771.038818
	Iteration 13Q: 3 clusters Score -1.458786e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -14588007.000000 Penalty: 3771.038818
	Iteration 14Q: 3 clusters Score -1.458801e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -14588087.000000 Penalty: 3771.038818
	Iteration 15Q: 3 clusters Score -1.458809e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -14588183.000000 Penalty: 3771.038818
	Iteration 16Q: 3 clusters Score -1.458818e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -14588400.000000 Penalty: 3771.038818
	Iteration 17Q: 3 clusters Score -1.45884e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -14588550.000000 Penalty: 3771.038818
	Iteration 18Q: 3 clusters Score -1.458855e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -14588658.000000 Penalty: 3771.038818
	Iteration 19Q: 3 clusters Score -1.458866e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -14588726.000000 Penalty: 3771.038818
	Iteration 20F: 3 clusters Score -1.458873e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -14588974.000000 Penalty: 3771.038818
	Iteration 21Q: 3 clusters Score -1.458897e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -14589274.000000 Penalty: 3771.038818
	Iteration 22Q: 3 clusters Score -1.458927e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -14589681.000000 Penalty: 3771.038818
	Iteration 23Q: 3 clusters Score -1.458968e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -14589949.000000 Penalty: 3771.038818
	Iteration 24Q: 3 clusters Score -1.458995e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -14590284.000000 Penalty: 3771.038818
	Iteration 25Q: 3 clusters Score -1.459028e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -14590481.000000 Penalty: 3771.038818
	Iteration 26Q: 3 clusters Score -1.459048e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -14590750.000000 Penalty: 3771.038818
	Iteration 27Q: 3 clusters Score -1.459075e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -14590895.000000 Penalty: 3771.038818
	Iteration 28Q: 3 clusters Score -1.45909e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -14591210.000000 Penalty: 3771.038818
	Iteration 29Q: 3 clusters Score -1.459121e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -14591427.000000 Penalty: 3771.038818
	Iteration 30Q: 3 clusters Score -1.459143e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -14591594.000000 Penalty: 3771.038818
	Iteration 31Q: 3 clusters Score -1.459159e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -14591690.000000 Penalty: 3771.038818
	Iteration 32Q: 3 clusters Score -1.459169e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -14591823.000000 Penalty: 3771.038818
	Iteration 33Q: 3 clusters Score -1.459182e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -14591956.000000 Penalty: 3771.038818
	Iteration 34Q: 3 clusters Score -1.459196e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -14592054.000000 Penalty: 3771.038818
	Iteration 35Q: 3 clusters Score -1.459205e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -14592203.000000 Penalty: 3771.038818
	Iteration 36Q: 3 clusters Score -1.45922e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -14592253.000000 Penalty: 3771.038818
	Iteration 37Q: 3 clusters Score -1.459225e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -14592299.000000 Penalty: 3771.038818
	Iteration 38Q: 3 clusters Score -1.45923e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -14592383.000000 Penalty: 3771.038818
	Iteration 39Q: 3 clusters Score -1.459238e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -14592471.000000 Penalty: 3771.038818
	Iteration 40F: 3 clusters Score -1.459247e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -14592557.000000 Penalty: 3771.038818
	Iteration 41Q: 3 clusters Score -1.459256e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -14592590.000000 Penalty: 3771.038818
	Iteration 42Q: 3 clusters Score -1.459259e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -14592661.000000 Penalty: 3771.038818
	Iteration 43Q: 3 clusters Score -1.459266e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -14592711.000000 Penalty: 3771.038818
	Iteration 44Q: 3 clusters Score -1.459271e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -14592711.000000 Penalty: 3771.038818
	Iteration 45Q: 3 clusters Score -1.459271e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -14592728.000000 Penalty: 3771.038818
	Iteration 46Q: 3 clusters Score -1.459273e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -14592754.000000 Penalty: 3771.038818
	Iteration 47Q: 3 clusters Score -1.459275e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -14592793.000000 Penalty: 3771.038818
	Iteration 48Q: 3 clusters Score -1.459279e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -14592790.000000 Penalty: 3771.038818
	Iteration 49Q: 3 clusters Score -1.459279e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -14592817.000000 Penalty: 3771.038818
	Iteration 50Q: 3 clusters Score -1.459282e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -14592830.000000 Penalty: 3771.038818
	Iteration 51Q: 3 clusters Score -1.459283e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -14592869.000000 Penalty: 3771.038818
	Iteration 52Q: 3 clusters Score -1.459287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -14592873.000000 Penalty: 3771.038818
	Iteration 53Q: 3 clusters Score -1.459287e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -14592905.000000 Penalty: 3771.038818
	Iteration 54Q: 3 clusters Score -1.45929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -14592899.000000 Penalty: 3771.038818
	Iteration 55Q: 3 clusters Score -1.45929e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -14592922.000000 Penalty: 3771.038818
	Iteration 56Q: 3 clusters Score -1.459292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -14592938.000000 Penalty: 3771.038818
	Iteration 57Q: 3 clusters Score -1.459294e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -14592949.000000 Penalty: 3771.038818
	Iteration 58Q: 3 clusters Score -1.459295e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -14592945.000000 Penalty: 3771.038818
	Iteration 59Q: 3 clusters Score -1.459294e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -14592952.000000 Penalty: 3771.038818
	Iteration 60F: 3 clusters Score -1.459295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -14592971.000000 Penalty: 3771.038818
	Iteration 61Q: 3 clusters Score -1.459297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -14592968.000000 Penalty: 3771.038818
	Iteration 62Q: 3 clusters Score -1.459297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -14592977.000000 Penalty: 3771.038818
	Iteration 63Q: 3 clusters Score -1.459298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -14592970.000000 Penalty: 3771.038818
	Iteration 64Q: 3 clusters Score -1.459297e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -14592969.000000 Penalty: 3771.038818
	Iteration 65Q: 3 clusters Score -1.459297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -14592975.000000 Penalty: 3771.038818
	Iteration 66Q: 3 clusters Score -1.459298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -14592975.000000 Penalty: 3771.038818
	Iteration 67Q: 3 clusters Score -1.459298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -14592963.000000 Penalty: 3771.038818
	Iteration 68Q: 3 clusters Score -1.459296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -14592967.000000 Penalty: 3771.038818
	Iteration 69Q: 3 clusters Score -1.459297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -14592974.000000 Penalty: 3771.038818
	Iteration 70Q: 3 clusters Score -1.459297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -14592976.000000 Penalty: 3771.038818
	Iteration 71Q: 3 clusters Score -1.459298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -14592978.000000 Penalty: 3771.038818
	Iteration 72Q: 3 clusters Score -1.459298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -14592983.000000 Penalty: 3771.038818
	Iteration 73Q: 3 clusters Score -1.459298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -14592978.000000 Penalty: 3771.038818
	Iteration 74Q: 3 clusters Score -1.459298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -14592980.000000 Penalty: 3771.038818
	Iteration 75Q: 3 clusters Score -1.459298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -14592982.000000 Penalty: 3771.038818
	Iteration 76Q: 3 clusters Score -1.459298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -14592981.000000 Penalty: 3771.038818
	Iteration 77Q: 3 clusters Score -1.459298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -14592981.000000 Penalty: 3771.038818
	Iteration 78F: 3 clusters Score -1.459298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 63335 members 
Entering Unmasked Estep 
Score: -85874896.000000 Penalty: 65338.035156
Splitting cluster 17 changes total score from -85819368.000000 to -85874896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -79071.882812 Penalty: 1091.643311
	Iteration 0F: 2 clusters Score -79071.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78260.742188 Penalty: 2183.286621
	Iteration 0F: 3 clusters Score -78260.74 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79930.296875 Penalty: 2183.286621
	Iteration 1F: 3 clusters Score -79930.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80630.843750 Penalty: 2183.286621
	Iteration 2F: 3 clusters Score -80630.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81015.781250 Penalty: 2183.286621
	Iteration 3Q: 3 clusters Score -81015.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81235.437500 Penalty: 2183.286621
	Iteration 4Q: 3 clusters Score -81235.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81361.539062 Penalty: 2183.286621
	Iteration 5Q: 3 clusters Score -81361.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81450.882812 Penalty: 2183.286621
	Iteration 6Q: 3 clusters Score -81450.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81490.039062 Penalty: 2183.286621
	Iteration 7Q: 3 clusters Score -81490.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81508.859375 Penalty: 2183.286621
	Iteration 8Q: 3 clusters Score -81508.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81512.789062 Penalty: 2183.286621
	Iteration 9Q: 3 clusters Score -81512.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81515.539062 Penalty: 2183.286621
	Iteration 10F: 3 clusters Score -81515.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81534.750000 Penalty: 2183.286621
	Iteration 11Q: 3 clusters Score -81534.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81538.656250 Penalty: 2183.286621
	Iteration 12Q: 3 clusters Score -81538.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81539.554688 Penalty: 2183.286621
	Iteration 13Q: 3 clusters Score -81539.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81539.554688 Penalty: 2183.286621
	Iteration 14F: 3 clusters Score -81539.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 63335 members 
Mstep: Class 31 contains 365 members 
Entering Unmasked Estep 
Score: -85876264.000000 Penalty: 67515.968750
Splitting cluster 18 changes total score from -85819368.000000 to -85876264.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -130479.179688 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -130479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -128861.312500 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -128861.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131407.187500 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -131407.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132305.656250 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -132305.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132646.578125 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -132646.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132789.140625 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -132789.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132867.203125 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -132867.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132925.187500 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -132925.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132965.703125 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -132965.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133002.796875 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -133002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133024.296875 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -133024.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133047.281250 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -133047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133057.015625 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -133057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133065.312500 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -133065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -133072.828125 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -133072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133079.890625 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -133079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133082.343750 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -133082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133082.343750 Penalty: 2400.804199
	Iteration 16F: 3 clusters Score -133082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 757 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 36529 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 33559 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 63335 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 858 members 
Entering Unmasked Estep 
Score: -85877824.000000 Penalty: 69693.906250
Splitting cluster 19 changes total score from -85819368.000000 to -85877824.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14865 members 
Mstep: Class 3 contains 842 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 94260 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 94531 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 115035 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896712.000000 Penalty: 69693.906250
Iteration 39Q: 33 clusters Score -8.589671e+07 nChanged 29366
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15530 members 
Mstep: Class 3 contains 854 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 70490 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 94200 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 94437 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 118147 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 46621 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 16205 members 
Mstep: Class 22 contains 34380 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 2888 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 31511 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 61350 members 
Mstep: Class 31 contains 355 members 
Mstep: Class 32 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85908616.000000 Penalty: 69693.906250
Iteration 40F: 33 clusters Score -8.590862e+07 nChanged 25526
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 860 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 69604 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 91756 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 89723 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 8805 members 
Mstep: Class 13 contains 36195 members 
Mstep: Class 14 contains 118104 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 47119 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 1274 members 
Mstep: Class 21 contains 16220 members 
Mstep: Class 22 contains 36294 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 3603 members 
Mstep: Class 27 contains 31040 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 519 members 
Mstep: Class 30 contains 66660 members 
Mstep: Class 31 contains 364 members 
Mstep: Class 32 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85913584.000000 Penalty: 69693.906250
Iteration 41Q: 33 clusters Score -8.591358e+07 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16348 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 68899 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 88787 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 86278 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 9587 members 
Mstep: Class 13 contains 35316 members 
Mstep: Class 14 contains 117901 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 700 members 
Mstep: Class 17 contains 48896 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 16256 members 
Mstep: Class 22 contains 37178 members 
Mstep: Class 23 contains 523 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 30527 members 
Mstep: Class 28 contains 8823 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 70943 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85916240.000000 Penalty: 69693.906250
Iteration 42Q: 33 clusters Score -8.591624e+07 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16699 members 
Mstep: Class 3 contains 878 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 67992 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 85856 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 83442 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 34641 members 
Mstep: Class 14 contains 117318 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 51534 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 16279 members 
Mstep: Class 22 contains 37290 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 30058 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 74949 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85918096.000000 Penalty: 69693.906250
Iteration 43Q: 33 clusters Score -8.59181e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17020 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 67013 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 83343 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 81064 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 34036 members 
Mstep: Class 14 contains 116391 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 54636 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 779 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 16310 members 
Mstep: Class 22 contains 36820 members 
Mstep: Class 23 contains 520 members 
Mstep: Class 24 contains 511 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 29639 members 
Mstep: Class 28 contains 9510 members 
Mstep: Class 29 contains 545 members 
Mstep: Class 30 contains 78602 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85918720.000000 Penalty: 69693.906250
Iteration 44Q: 33 clusters Score -8.591872e+07 nChanged 16038
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17316 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 66062 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 81169 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 9 contains 78991 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 11817 members 
Mstep: Class 13 contains 33537 members 
Mstep: Class 14 contains 115433 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16329 members 
Mstep: Class 22 contains 35952 members 
Mstep: Class 23 contains 520 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 2963 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 29236 members 
Mstep: Class 28 contains 9772 members 
Mstep: Class 29 contains 550 members 
Mstep: Class 30 contains 81554 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85919848.000000 Penalty: 69693.906250
Iteration 45Q: 33 clusters Score -8.591985e+07 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17626 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 65429 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 79492 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 76938 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 13 contains 33061 members 
Mstep: Class 14 contains 114395 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 61793 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 519 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 28825 members 
Mstep: Class 28 contains 10007 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 83815 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85920592.000000 Penalty: 69693.906250
Iteration 46Q: 33 clusters Score -8.592059e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 65066 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 78084 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 74800 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 32696 members 
Mstep: Class 14 contains 113371 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 16404 members 
Mstep: Class 22 contains 34079 members 
Mstep: Class 23 contains 518 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 2865 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 28448 members 
Mstep: Class 28 contains 10208 members 
Mstep: Class 29 contains 561 members 
Mstep: Class 30 contains 84871 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922504.000000 Penalty: 69693.906250
Iteration 47Q: 33 clusters Score -8.59225e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18156 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 64948 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 76928 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 72804 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 32370 members 
Mstep: Class 14 contains 112430 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 683 members 
Mstep: Class 17 contains 70773 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 16442 members 
Mstep: Class 22 contains 33310 members 
Mstep: Class 23 contains 519 members 
Mstep: Class 24 contains 554 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 28097 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 84621 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924312.000000 Penalty: 69693.906250
Iteration 48Q: 33 clusters Score -8.592431e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 64900 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 75986 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 70972 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 14059 members 
Mstep: Class 13 contains 32037 members 
Mstep: Class 14 contains 111339 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 76149 members 
Mstep: Class 18 contains 547 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 32660 members 
Mstep: Class 23 contains 519 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 2767 members 
Mstep: Class 26 contains 5081 members 
Mstep: Class 27 contains 27789 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 83428 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926592.000000 Penalty: 69693.906250
Iteration 49Q: 33 clusters Score -8.592659e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 5 contains 65068 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 75071 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 69322 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 31723 members 
Mstep: Class 14 contains 110167 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 81821 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 16537 members 
Mstep: Class 22 contains 32059 members 
Mstep: Class 23 contains 517 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 5252 members 
Mstep: Class 27 contains 27582 members 
Mstep: Class 28 contains 10656 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 81605 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928184.000000 Penalty: 69693.906250
Iteration 50Q: 33 clusters Score -8.592818e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18609 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 1988 members 
Mstep: Class 5 contains 65309 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 67905 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 14791 members 
Mstep: Class 13 contains 31442 members 
Mstep: Class 14 contains 108734 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 87453 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16590 members 
Mstep: Class 22 contains 31434 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 27396 members 
Mstep: Class 28 contains 10776 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 79748 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928104.000000 Penalty: 69693.906250
Iteration 51Q: 33 clusters Score -8.59281e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18710 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 5 contains 65509 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 73755 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 66563 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 15046 members 
Mstep: Class 13 contains 31200 members 
Mstep: Class 14 contains 107189 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 679 members 
Mstep: Class 17 contains 92659 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16626 members 
Mstep: Class 22 contains 30838 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 27197 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 78249 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926408.000000 Penalty: 69693.906250
Iteration 52Q: 33 clusters Score -8.592641e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18767 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73508 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 65228 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 15318 members 
Mstep: Class 13 contains 31016 members 
Mstep: Class 14 contains 106004 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 96585 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 30381 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 605 members 
Mstep: Class 25 contains 2683 members 
Mstep: Class 26 contains 5639 members 
Mstep: Class 27 contains 26968 members 
Mstep: Class 28 contains 10966 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 77192 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924192.000000 Penalty: 69693.906250
Iteration 53Q: 33 clusters Score -8.592419e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18790 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 66022 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73507 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 64129 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 15528 members 
Mstep: Class 13 contains 30855 members 
Mstep: Class 14 contains 105349 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 98730 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 30009 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 607 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 5744 members 
Mstep: Class 27 contains 26822 members 
Mstep: Class 28 contains 11042 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 76760 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922136.000000 Penalty: 69693.906250
Iteration 54Q: 33 clusters Score -8.592214e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18769 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 66274 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73557 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 63447 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 15725 members 
Mstep: Class 13 contains 30705 members 
Mstep: Class 14 contains 105463 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 99253 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 29673 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 608 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 5855 members 
Mstep: Class 27 contains 26687 members 
Mstep: Class 28 contains 11116 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 76750 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85921504.000000 Penalty: 69693.906250
Iteration 55Q: 33 clusters Score -8.59215e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18731 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 66493 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73580 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 63076 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 15884 members 
Mstep: Class 13 contains 30543 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 98938 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 29372 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 610 members 
Mstep: Class 25 contains 2734 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 26584 members 
Mstep: Class 28 contains 11166 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 76828 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85921672.000000 Penalty: 69693.906250
Iteration 56Q: 33 clusters Score -8.592167e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18698 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 66612 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73600 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 62886 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 30397 members 
Mstep: Class 14 contains 106851 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 98334 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16655 members 
Mstep: Class 22 contains 29118 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 6041 members 
Mstep: Class 27 contains 26478 members 
Mstep: Class 28 contains 11204 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 76954 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85921656.000000 Penalty: 69693.906250
Iteration 57Q: 33 clusters Score -8.592166e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18666 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 66682 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73602 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 62895 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 16159 members 
Mstep: Class 13 contains 30259 members 
Mstep: Class 14 contains 107484 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 97629 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 28929 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 6115 members 
Mstep: Class 27 contains 26389 members 
Mstep: Class 28 contains 11249 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 77125 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85921736.000000 Penalty: 69693.906250
Iteration 58Q: 33 clusters Score -8.592174e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18658 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 66740 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73619 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 63105 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 30138 members 
Mstep: Class 14 contains 107928 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 96964 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 16667 members 
Mstep: Class 22 contains 28779 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2793 members 
Mstep: Class 26 contains 6178 members 
Mstep: Class 27 contains 26287 members 
Mstep: Class 28 contains 11284 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 77197 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922112.000000 Penalty: 69693.906250
Iteration 59Q: 33 clusters Score -8.592211e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18648 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 66765 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 73635 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 63432 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 30044 members 
Mstep: Class 14 contains 108232 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 96396 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 28653 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 6221 members 
Mstep: Class 27 contains 26175 members 
Mstep: Class 28 contains 11316 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 77228 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925288.000000 Penalty: 69693.906250
Iteration 60F: 33 clusters Score -8.592529e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18634 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 65857 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 73554 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 63704 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 16098 members 
Mstep: Class 13 contains 29959 members 
Mstep: Class 14 contains 108204 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 96333 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 27621 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 6699 members 
Mstep: Class 27 contains 25906 members 
Mstep: Class 28 contains 11346 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 79129 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925816.000000 Penalty: 69693.906250
Iteration 61Q: 33 clusters Score -8.592582e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18634 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 65247 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 73476 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 64113 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 15912 members 
Mstep: Class 13 contains 29892 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 679 members 
Mstep: Class 17 contains 95937 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16670 members 
Mstep: Class 22 contains 26733 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 25670 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80583 members 
Mstep: Class 31 contains 381 members 
Mstep: Class 32 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926176.000000 Penalty: 69693.906250
Iteration 62Q: 33 clusters Score -8.592618e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18633 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 64969 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 73401 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 64567 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 15889 members 
Mstep: Class 13 contains 29856 members 
Mstep: Class 14 contains 108262 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 95278 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 25964 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2954 members 
Mstep: Class 26 contains 7614 members 
Mstep: Class 27 contains 25474 members 
Mstep: Class 28 contains 11347 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 81708 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926248.000000 Penalty: 69693.906250
Iteration 63Q: 33 clusters Score -8.592625e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 64844 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 73350 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 65133 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 15930 members 
Mstep: Class 13 contains 29822 members 
Mstep: Class 14 contains 108283 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 94455 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 25354 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 25323 members 
Mstep: Class 28 contains 11337 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 82558 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926280.000000 Penalty: 69693.906250
Iteration 64Q: 33 clusters Score -8.592628e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18594 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 64915 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 73283 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 65702 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 16017 members 
Mstep: Class 13 contains 29767 members 
Mstep: Class 14 contains 108301 members 
Mstep: Class 15 contains 1455 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 93499 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 24891 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3007 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 25202 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83203 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926368.000000 Penalty: 69693.906250
Iteration 65Q: 33 clusters Score -8.592637e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18570 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 73172 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 66367 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 16120 members 
Mstep: Class 13 contains 29750 members 
Mstep: Class 14 contains 108315 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 92508 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 24550 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 25065 members 
Mstep: Class 28 contains 11347 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83587 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927160.000000 Penalty: 69693.906250
Iteration 66Q: 33 clusters Score -8.592716e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18528 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 65360 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 73053 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 67048 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 16225 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 108284 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 91597 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 24288 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 8617 members 
Mstep: Class 27 contains 24951 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83818 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927672.000000 Penalty: 69693.906250
Iteration 67Q: 33 clusters Score -8.592767e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18517 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 65591 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72928 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 67726 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16326 members 
Mstep: Class 13 contains 29701 members 
Mstep: Class 14 contains 108147 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 90924 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 24117 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 8768 members 
Mstep: Class 27 contains 24862 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83852 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927624.000000 Penalty: 69693.906250
Iteration 68Q: 33 clusters Score -8.592762e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 65795 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72779 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 68467 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 16420 members 
Mstep: Class 13 contains 29688 members 
Mstep: Class 14 contains 108035 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 90299 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 24012 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3070 members 
Mstep: Class 26 contains 8872 members 
Mstep: Class 27 contains 24798 members 
Mstep: Class 28 contains 11381 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83759 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927432.000000 Penalty: 69693.906250
Iteration 69Q: 33 clusters Score -8.592743e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66005 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72643 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 69261 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 16501 members 
Mstep: Class 13 contains 29679 members 
Mstep: Class 14 contains 107863 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 89789 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23870 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3079 members 
Mstep: Class 26 contains 8956 members 
Mstep: Class 27 contains 24755 members 
Mstep: Class 28 contains 11389 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83586 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927696.000000 Penalty: 69693.906250
Iteration 70Q: 33 clusters Score -8.59277e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18460 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66218 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72537 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 70013 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 29668 members 
Mstep: Class 14 contains 107657 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 89366 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23741 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 9019 members 
Mstep: Class 27 contains 24713 members 
Mstep: Class 28 contains 11399 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83380 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928016.000000 Penalty: 69693.906250
Iteration 71Q: 33 clusters Score -8.592802e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18453 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66390 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72458 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 70721 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 29674 members 
Mstep: Class 14 contains 107446 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 88965 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23645 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3110 members 
Mstep: Class 26 contains 9077 members 
Mstep: Class 27 contains 24658 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83180 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928296.000000 Penalty: 69693.906250
Iteration 72Q: 33 clusters Score -8.59283e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18421 members 
Mstep: Class 3 contains 910 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66512 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72389 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 71426 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16706 members 
Mstep: Class 13 contains 29689 members 
Mstep: Class 14 contains 107234 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 88587 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23549 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3136 members 
Mstep: Class 26 contains 9132 members 
Mstep: Class 27 contains 24616 members 
Mstep: Class 28 contains 11414 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 83011 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928144.000000 Penalty: 69693.906250
Iteration 73Q: 33 clusters Score -8.592814e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18400 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66585 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72336 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 72212 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 29712 members 
Mstep: Class 14 contains 107024 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 88282 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23493 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3154 members 
Mstep: Class 26 contains 9181 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 82662 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928280.000000 Penalty: 69693.906250
Iteration 74Q: 33 clusters Score -8.592828e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66649 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72261 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 73051 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16856 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 14 contains 106802 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 87977 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23442 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3166 members 
Mstep: Class 26 contains 9218 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 82306 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928496.000000 Penalty: 69693.906250
Iteration 75Q: 33 clusters Score -8.59285e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72177 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 16940 members 
Mstep: Class 13 contains 29737 members 
Mstep: Class 14 contains 106552 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 87750 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23381 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 9256 members 
Mstep: Class 27 contains 24532 members 
Mstep: Class 28 contains 11428 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 81933 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928560.000000 Penalty: 69693.906250
Iteration 76Q: 33 clusters Score -8.592856e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66754 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 72067 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 74660 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 17031 members 
Mstep: Class 13 contains 29729 members 
Mstep: Class 14 contains 106331 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87588 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23301 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 9284 members 
Mstep: Class 27 contains 24516 members 
Mstep: Class 28 contains 11429 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 81575 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928616.000000 Penalty: 69693.906250
Iteration 77Q: 33 clusters Score -8.592862e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18338 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66799 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 71958 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 75392 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 17098 members 
Mstep: Class 13 contains 29722 members 
Mstep: Class 14 contains 106123 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87478 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23215 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 9305 members 
Mstep: Class 27 contains 24536 members 
Mstep: Class 28 contains 11426 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 81205 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928720.000000 Penalty: 69693.906250
Iteration 78Q: 33 clusters Score -8.592872e+07 nChanged 3734
Entering ConstructFrom: 
Score: -85928720.000000 Penalty: 69693.906250
Entering ConstructFrom: 
Trying to split cluster 1 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -70349.734375 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -70349.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69199.265625 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -69199.27 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69403.476562 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -69403.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69477.453125 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -69477.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69526.046875 Penalty: 2065.170410
	Iteration 3Q: 3 clusters Score -69526.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69561.125000 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -69561.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69591.843750 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -69591.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69628.945312 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -69628.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69671.085938 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -69671.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69739.492188 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -69739.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69852.968750 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -69852.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69966.453125 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -69966.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70001.804688 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -70001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70041.742188 Penalty: 2065.170410
	Iteration 12Q: 3 clusters Score -70041.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70058.187500 Penalty: 2065.170410
	Iteration 13Q: 3 clusters Score -70058.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70079.109375 Penalty: 2065.170410
	Iteration 14Q: 3 clusters Score -70079.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70091.562500 Penalty: 2065.170410
	Iteration 15Q: 3 clusters Score -70091.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70098.101562 Penalty: 2065.170410
	Iteration 16Q: 3 clusters Score -70098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70100.945312 Penalty: 2065.170410
	Iteration 17Q: 3 clusters Score -70100.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70124.015625 Penalty: 2065.170410
	Iteration 18Q: 3 clusters Score -70124.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70139.710938 Penalty: 2065.170410
	Iteration 19Q: 3 clusters Score -70139.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70163.476562 Penalty: 2065.170410
	Iteration 20F: 3 clusters Score -70163.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70185.976562 Penalty: 2065.170410
	Iteration 21Q: 3 clusters Score -70185.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70198.242188 Penalty: 2065.170410
	Iteration 22Q: 3 clusters Score -70198.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70210.515625 Penalty: 2065.170410
	Iteration 23Q: 3 clusters Score -70210.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70221.273438 Penalty: 2065.170410
	Iteration 24Q: 3 clusters Score -70221.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70225.773438 Penalty: 2065.170410
	Iteration 25Q: 3 clusters Score -70225.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70226.296875 Penalty: 2065.170410
	Iteration 26Q: 3 clusters Score -70226.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70226.296875 Penalty: 2065.170410
	Iteration 27F: 3 clusters Score -70226.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Entering Unmasked Estep 
Score: -2381319.000000 Penalty: 1595.085693
	Iteration 0F: 2 clusters Score -2381319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2368805.500000 Penalty: 3190.171387
	Iteration 0F: 3 clusters Score -2368806 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2373496.500000 Penalty: 3190.171387
	Iteration 1F: 3 clusters Score -2373496 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2373909.000000 Penalty: 3190.171387
	Iteration 2F: 3 clusters Score -2373909 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2374384.750000 Penalty: 3190.171387
	Iteration 3F: 3 clusters Score -2374385 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2374966.000000 Penalty: 3190.171387
	Iteration 4F: 3 clusters Score -2374966 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2375726.750000 Penalty: 3190.171387
	Iteration 5F: 3 clusters Score -2375727 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2376557.750000 Penalty: 3190.171387
	Iteration 6F: 3 clusters Score -2376558 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2377332.500000 Penalty: 3190.171387
	Iteration 7F: 3 clusters Score -2377332 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2377986.250000 Penalty: 3190.171387
	Iteration 8Q: 3 clusters Score -2377986 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2378509.000000 Penalty: 3190.171387
	Iteration 9Q: 3 clusters Score -2378509 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2378876.250000 Penalty: 3190.171387
	Iteration 10Q: 3 clusters Score -2378876 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2379198.000000 Penalty: 3190.171387
	Iteration 11Q: 3 clusters Score -2379198 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2379435.500000 Penalty: 3190.171387
	Iteration 12Q: 3 clusters Score -2379436 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2379584.500000 Penalty: 3190.171387
	Iteration 13Q: 3 clusters Score -2379584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2379707.750000 Penalty: 3190.171387
	Iteration 14Q: 3 clusters Score -2379708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2379809.750000 Penalty: 3190.171387
	Iteration 15Q: 3 clusters Score -2379810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2379884.500000 Penalty: 3190.171387
	Iteration 16Q: 3 clusters Score -2379884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2379940.500000 Penalty: 3190.171387
	Iteration 17Q: 3 clusters Score -2379940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2379964.000000 Penalty: 3190.171387
	Iteration 18Q: 3 clusters Score -2379964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2379990.500000 Penalty: 3190.171387
	Iteration 19Q: 3 clusters Score -2379990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2380008.500000 Penalty: 3190.171387
	Iteration 20F: 3 clusters Score -2380008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2380021.500000 Penalty: 3190.171387
	Iteration 21Q: 3 clusters Score -2380022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2380038.500000 Penalty: 3190.171387
	Iteration 22Q: 3 clusters Score -2380038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2380057.000000 Penalty: 3190.171387
	Iteration 23Q: 3 clusters Score -2380057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2380072.750000 Penalty: 3190.171387
	Iteration 24Q: 3 clusters Score -2380073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2380090.500000 Penalty: 3190.171387
	Iteration 25Q: 3 clusters Score -2380090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2380097.750000 Penalty: 3190.171387
	Iteration 26Q: 3 clusters Score -2380098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2380112.000000 Penalty: 3190.171387
	Iteration 27Q: 3 clusters Score -2380112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2380125.750000 Penalty: 3190.171387
	Iteration 28Q: 3 clusters Score -2380126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2380134.500000 Penalty: 3190.171387
	Iteration 29Q: 3 clusters Score -2380134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2380137.750000 Penalty: 3190.171387
	Iteration 30Q: 3 clusters Score -2380138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2380142.000000 Penalty: 3190.171387
	Iteration 31Q: 3 clusters Score -2380142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2380145.250000 Penalty: 3190.171387
	Iteration 32Q: 3 clusters Score -2380145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2380154.750000 Penalty: 3190.171387
	Iteration 33Q: 3 clusters Score -2380155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2380158.250000 Penalty: 3190.171387
	Iteration 34Q: 3 clusters Score -2380158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2380159.750000 Penalty: 3190.171387
	Iteration 35Q: 3 clusters Score -2380160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2380158.250000 Penalty: 3190.171387
	Iteration 36Q: 3 clusters Score -2380158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2380159.250000 Penalty: 3190.171387
	Iteration 37Q: 3 clusters Score -2380159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2380160.000000 Penalty: 3190.171387
	Iteration 38Q: 3 clusters Score -2380160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2380160.750000 Penalty: 3190.171387
	Iteration 39Q: 3 clusters Score -2380161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2380162.250000 Penalty: 3190.171387
	Iteration 40F: 3 clusters Score -2380162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2380163.500000 Penalty: 3190.171387
	Iteration 41Q: 3 clusters Score -2380164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2380163.250000 Penalty: 3190.171387
	Iteration 42Q: 3 clusters Score -2380163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2380163.250000 Penalty: 3190.171387
	Iteration 43F: 3 clusters Score -2380163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -97127.375000 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -97127.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95792.414062 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -95792.41 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96130.421875 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -96130.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96291.710938 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -96291.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96417.906250 Penalty: 2215.083008
	Iteration 3F: 3 clusters Score -96417.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96563.234375 Penalty: 2215.083008
	Iteration 4F: 3 clusters Score -96563.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96828.398438 Penalty: 2215.083008
	Iteration 5F: 3 clusters Score -96828.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97156.015625 Penalty: 2215.083008
	Iteration 6F: 3 clusters Score -97156.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -97456.546875 Penalty: 2215.083008
	Iteration 7F: 3 clusters Score -97456.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97683.421875 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -97683.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97766.843750 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -97766.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97815.570312 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -97815.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97842.437500 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -97842.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97851.859375 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -97851.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97864.671875 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -97864.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97879.460938 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -97879.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97892.523438 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -97892.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97901.695312 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -97901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97908.796875 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -97908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97921.085938 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -97921.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97927.179688 Penalty: 2215.083008
	Iteration 19Q: 3 clusters Score -97927.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97938.687500 Penalty: 2215.083008
	Iteration 20F: 3 clusters Score -97938.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97971.765625 Penalty: 2215.083008
	Iteration 21Q: 3 clusters Score -97971.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97985.625000 Penalty: 2215.083008
	Iteration 22Q: 3 clusters Score -97985.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97988.882812 Penalty: 2215.083008
	Iteration 23Q: 3 clusters Score -97988.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97990.054688 Penalty: 2215.083008
	Iteration 24Q: 3 clusters Score -97990.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97990.054688 Penalty: 2215.083008
	Iteration 25F: 3 clusters Score -97990.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87425 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 495 members 
Entering Unmasked Estep 
Score: -85928272.000000 Penalty: 71871.835938
Splitting cluster 3 changes total score from -85928720.000000 to -85928272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -280904.187500 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -280904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -279039.687500 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -279039.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -279707.312500 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -279707.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -280254.437500 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -280254.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -280924.875000 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -280924.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281555.218750 Penalty: 2425.779541
	Iteration 4F: 3 clusters Score -281555.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282140.000000 Penalty: 2425.779541
	Iteration 5F: 3 clusters Score -282140 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282892.000000 Penalty: 2425.779541
	Iteration 6F: 3 clusters Score -282892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284091.968750 Penalty: 2425.779541
	Iteration 7F: 3 clusters Score -284092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -286001.718750 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -286001.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -287159.187500 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -287159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -287332.750000 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -287332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287352.093750 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -287352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287352.093750 Penalty: 2425.779541
	Iteration 12F: 3 clusters Score -287352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87425 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Entering Unmasked Estep 
Score: -85933912.000000 Penalty: 71871.835938
Splitting cluster 4 changes total score from -85928720.000000 to -85933912.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (66864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Entering Unmasked Estep 
Score: -8883519.000000 Penalty: 1805.442627
	Iteration 0F: 2 clusters Score -8883519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -8840617.000000 Penalty: 3610.885254
	Iteration 0F: 3 clusters Score -8840617 nChanged 31600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -8858668.000000 Penalty: 3610.885254
	Iteration 1F: 3 clusters Score -8858668 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8859434.000000 Penalty: 3610.885254
	Iteration 2Q: 3 clusters Score -8859434 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -8860606.000000 Penalty: 3610.885254
	Iteration 3Q: 3 clusters Score -8860606 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -8862326.000000 Penalty: 3610.885254
	Iteration 4F: 3 clusters Score -8862326 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8864889.000000 Penalty: 3610.885254
	Iteration 5F: 3 clusters Score -8864889 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -8868498.000000 Penalty: 3610.885254
	Iteration 6F: 3 clusters Score -8868498 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -8872983.000000 Penalty: 3610.885254
	Iteration 7F: 3 clusters Score -8872983 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -8877202.000000 Penalty: 3610.885254
	Iteration 8F: 3 clusters Score -8877202 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -8880183.000000 Penalty: 3610.885254
	Iteration 9Q: 3 clusters Score -8880183 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8881676.000000 Penalty: 3610.885254
	Iteration 10Q: 3 clusters Score -8881676 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -8882271.000000 Penalty: 3610.885254
	Iteration 11Q: 3 clusters Score -8882271 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -8882548.000000 Penalty: 3610.885254
	Iteration 12Q: 3 clusters Score -8882548 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8882669.000000 Penalty: 3610.885254
	Iteration 13Q: 3 clusters Score -8882669 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -8882723.000000 Penalty: 3610.885254
	Iteration 14Q: 3 clusters Score -8882723 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -8882731.000000 Penalty: 3610.885254
	Iteration 15Q: 3 clusters Score -8882731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -8882733.000000 Penalty: 3610.885254
	Iteration 16Q: 3 clusters Score -8882733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -8882739.000000 Penalty: 3610.885254
	Iteration 17Q: 3 clusters Score -8882739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8882723.000000 Penalty: 3610.885254
	Iteration 18Q: 3 clusters Score -8882723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8882730.000000 Penalty: 3610.885254
	Iteration 19Q: 3 clusters Score -8882730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -8882745.000000 Penalty: 3610.885254
	Iteration 20F: 3 clusters Score -8882745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -8882743.000000 Penalty: 3610.885254
	Iteration 21Q: 3 clusters Score -8882743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8882737.000000 Penalty: 3610.885254
	Iteration 22Q: 3 clusters Score -8882737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8882735.000000 Penalty: 3610.885254
	Iteration 23Q: 3 clusters Score -8882735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -8882735.000000 Penalty: 3610.885254
	Iteration 24Q: 3 clusters Score -8882735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -8882740.000000 Penalty: 3610.885254
	Iteration 25Q: 3 clusters Score -8882740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -8882741.000000 Penalty: 3610.885254
	Iteration 26Q: 3 clusters Score -8882741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -8882730.000000 Penalty: 3610.885254
	Iteration 27Q: 3 clusters Score -8882730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -8882740.000000 Penalty: 3610.885254
	Iteration 28Q: 3 clusters Score -8882740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -8882729.000000 Penalty: 3610.885254
	Iteration 29Q: 3 clusters Score -8882729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -8882732.000000 Penalty: 3610.885254
	Iteration 30Q: 3 clusters Score -8882732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -8882738.000000 Penalty: 3610.885254
	Iteration 31Q: 3 clusters Score -8882738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -8882738.000000 Penalty: 3610.885254
	Iteration 32Q: 3 clusters Score -8882738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -8882738.000000 Penalty: 3610.885254
	Iteration 33Q: 3 clusters Score -8882738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -8882736.000000 Penalty: 3610.885254
	Iteration 34Q: 3 clusters Score -8882736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -8882738.000000 Penalty: 3610.885254
	Iteration 35Q: 3 clusters Score -8882738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -8882732.000000 Penalty: 3610.885254
	Iteration 36Q: 3 clusters Score -8882732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -8882746.000000 Penalty: 3610.885254
	Iteration 37Q: 3 clusters Score -8882746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -8882744.000000 Penalty: 3610.885254
	Iteration 38Q: 3 clusters Score -8882744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -8882746.000000 Penalty: 3610.885254
	Iteration 39Q: 3 clusters Score -8882746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -8882750.000000 Penalty: 3610.885254
	Iteration 40F: 3 clusters Score -8882750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -31122.695312 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -31122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30179.220703 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -30179.22 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30725.357422 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -30725.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31059.771484 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -31059.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31548.300781 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -31548.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31868.636719 Penalty: 2062.901611
	Iteration 4F: 3 clusters Score -31868.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32079.759766 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -32079.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32227.070312 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -32227.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32280.125000 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -32280.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32301.513672 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -32301.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32301.513672 Penalty: 2062.901611
	Iteration 9F: 3 clusters Score -32301.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87425 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Entering Unmasked Estep 
Score: -85933944.000000 Penalty: 74049.773438
Splitting cluster 6 changes total score from -85928720.000000 to -85933944.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (71878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Entering Unmasked Estep 
Score: -9484221.000000 Penalty: 1817.192993
	Iteration 0F: 2 clusters Score -9484221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -9440365.000000 Penalty: 3634.385986
	Iteration 0F: 3 clusters Score -9440365 nChanged 33932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9460195.000000 Penalty: 3634.385986
	Iteration 1F: 3 clusters Score -9460195 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -9460853.000000 Penalty: 3634.385986
	Iteration 2Q: 3 clusters Score -9460853 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9461536.000000 Penalty: 3634.385986
	Iteration 3Q: 3 clusters Score -9461536 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -9462499.000000 Penalty: 3634.385986
	Iteration 4Q: 3 clusters Score -9462499 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -9463820.000000 Penalty: 3634.385986
	Iteration 5Q: 3 clusters Score -9463820 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -9465582.000000 Penalty: 3634.385986
	Iteration 6F: 3 clusters Score -9465582 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -9467957.000000 Penalty: 3634.385986
	Iteration 7F: 3 clusters Score -9467957 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -9470929.000000 Penalty: 3634.385986
	Iteration 8F: 3 clusters Score -9470929 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -9474001.000000 Penalty: 3634.385986
	Iteration 9F: 3 clusters Score -9474001 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -9476655.000000 Penalty: 3634.385986
	Iteration 10F: 3 clusters Score -9476655 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -9478765.000000 Penalty: 3634.385986
	Iteration 11Q: 3 clusters Score -9478765 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -9480304.000000 Penalty: 3634.385986
	Iteration 12Q: 3 clusters Score -9480304 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -9481301.000000 Penalty: 3634.385986
	Iteration 13Q: 3 clusters Score -9481301 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -9481873.000000 Penalty: 3634.385986
	Iteration 14Q: 3 clusters Score -9481873 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -9482236.000000 Penalty: 3634.385986
	Iteration 15Q: 3 clusters Score -9482236 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -9482455.000000 Penalty: 3634.385986
	Iteration 16Q: 3 clusters Score -9482455 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -9482658.000000 Penalty: 3634.385986
	Iteration 17Q: 3 clusters Score -9482658 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9482774.000000 Penalty: 3634.385986
	Iteration 18Q: 3 clusters Score -9482774 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -9482878.000000 Penalty: 3634.385986
	Iteration 19Q: 3 clusters Score -9482878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -9482963.000000 Penalty: 3634.385986
	Iteration 20F: 3 clusters Score -9482963 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9483048.000000 Penalty: 3634.385986
	Iteration 21Q: 3 clusters Score -9483048 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9483056.000000 Penalty: 3634.385986
	Iteration 22Q: 3 clusters Score -9483056 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9483094.000000 Penalty: 3634.385986
	Iteration 23Q: 3 clusters Score -9483094 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9483149.000000 Penalty: 3634.385986
	Iteration 24Q: 3 clusters Score -9483149 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9483187.000000 Penalty: 3634.385986
	Iteration 25Q: 3 clusters Score -9483187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9483257.000000 Penalty: 3634.385986
	Iteration 26Q: 3 clusters Score -9483257 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9483299.000000 Penalty: 3634.385986
	Iteration 27Q: 3 clusters Score -9483299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9483303.000000 Penalty: 3634.385986
	Iteration 28Q: 3 clusters Score -9483303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9483336.000000 Penalty: 3634.385986
	Iteration 29Q: 3 clusters Score -9483336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9483368.000000 Penalty: 3634.385986
	Iteration 30Q: 3 clusters Score -9483368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9483388.000000 Penalty: 3634.385986
	Iteration 31Q: 3 clusters Score -9483388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9483415.000000 Penalty: 3634.385986
	Iteration 32Q: 3 clusters Score -9483415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9483424.000000 Penalty: 3634.385986
	Iteration 33Q: 3 clusters Score -9483424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9483467.000000 Penalty: 3634.385986
	Iteration 34Q: 3 clusters Score -9483467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9483498.000000 Penalty: 3634.385986
	Iteration 35Q: 3 clusters Score -9483498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9483514.000000 Penalty: 3634.385986
	Iteration 36Q: 3 clusters Score -9483514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9483549.000000 Penalty: 3634.385986
	Iteration 37Q: 3 clusters Score -9483549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9483572.000000 Penalty: 3634.385986
	Iteration 38Q: 3 clusters Score -9483572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9483600.000000 Penalty: 3634.385986
	Iteration 39Q: 3 clusters Score -9483600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9483614.000000 Penalty: 3634.385986
	Iteration 40F: 3 clusters Score -9483614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9483639.000000 Penalty: 3634.385986
	Iteration 41Q: 3 clusters Score -9483639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9483657.000000 Penalty: 3634.385986
	Iteration 42Q: 3 clusters Score -9483657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9483657.000000 Penalty: 3634.385986
	Iteration 43Q: 3 clusters Score -9483657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9483659.000000 Penalty: 3634.385986
	Iteration 44Q: 3 clusters Score -9483659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9483647.000000 Penalty: 3634.385986
	Iteration 45Q: 3 clusters Score -9483647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9483653.000000 Penalty: 3634.385986
	Iteration 46Q: 3 clusters Score -9483653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9483672.000000 Penalty: 3634.385986
	Iteration 47Q: 3 clusters Score -9483672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9483670.000000 Penalty: 3634.385986
	Iteration 48Q: 3 clusters Score -9483670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9483667.000000 Penalty: 3634.385986
	Iteration 49Q: 3 clusters Score -9483667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9483671.000000 Penalty: 3634.385986
	Iteration 50Q: 3 clusters Score -9483671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9483673.000000 Penalty: 3634.385986
	Iteration 51Q: 3 clusters Score -9483673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9483675.000000 Penalty: 3634.385986
	Iteration 52Q: 3 clusters Score -9483675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9483675.000000 Penalty: 3634.385986
	Iteration 53Q: 3 clusters Score -9483675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9483672.000000 Penalty: 3634.385986
	Iteration 54Q: 3 clusters Score -9483672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9483666.000000 Penalty: 3634.385986
	Iteration 55Q: 3 clusters Score -9483666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9483673.000000 Penalty: 3634.385986
	Iteration 56Q: 3 clusters Score -9483673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9483673.000000 Penalty: 3634.385986
	Iteration 57F: 3 clusters Score -9483673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -267390.687500 Penalty: 1221.243530
	Iteration 0F: 2 clusters Score -267390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -265482.375000 Penalty: 2442.487061
	Iteration 0F: 3 clusters Score -265482.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -266554.718750 Penalty: 2442.487061
	Iteration 1F: 3 clusters Score -266554.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -267321.812500 Penalty: 2442.487061
	Iteration 2F: 3 clusters Score -267321.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -267668.968750 Penalty: 2442.487061
	Iteration 3F: 3 clusters Score -267669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -267756.250000 Penalty: 2442.487061
	Iteration 4Q: 3 clusters Score -267756.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -267782.875000 Penalty: 2442.487061
	Iteration 5Q: 3 clusters Score -267782.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -267800.218750 Penalty: 2442.487061
	Iteration 6Q: 3 clusters Score -267800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267811.656250 Penalty: 2442.487061
	Iteration 7Q: 3 clusters Score -267811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267821.781250 Penalty: 2442.487061
	Iteration 8Q: 3 clusters Score -267821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -267829.093750 Penalty: 2442.487061
	Iteration 9Q: 3 clusters Score -267829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -267833.437500 Penalty: 2442.487061
	Iteration 10Q: 3 clusters Score -267833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267834.718750 Penalty: 2442.487061
	Iteration 11Q: 3 clusters Score -267834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -267838.437500 Penalty: 2442.487061
	Iteration 12Q: 3 clusters Score -267838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267842.218750 Penalty: 2442.487061
	Iteration 13Q: 3 clusters Score -267842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -267847.843750 Penalty: 2442.487061
	Iteration 14Q: 3 clusters Score -267847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -267849.250000 Penalty: 2442.487061
	Iteration 15Q: 3 clusters Score -267849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -267849.250000 Penalty: 2442.487061
	Iteration 16F: 3 clusters Score -267849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 87425 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Entering Unmasked Estep 
Score: -85933432.000000 Penalty: 76227.703125
Splitting cluster 8 changes total score from -85928720.000000 to -85933432.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (75990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Entering Unmasked Estep 
Score: -10078604.000000 Penalty: 1826.232910
	Iteration 0F: 2 clusters Score -1.00786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -10031505.000000 Penalty: 3652.465820
	Iteration 0F: 3 clusters Score -1.00315e+07 nChanged 36299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -10052517.000000 Penalty: 3652.465820
	Iteration 1F: 3 clusters Score -1.005252e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -10053229.000000 Penalty: 3652.465820
	Iteration 2Q: 3 clusters Score -1.005323e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -10054236.000000 Penalty: 3652.465820
	Iteration 3Q: 3 clusters Score -1.005424e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -10055778.000000 Penalty: 3652.465820
	Iteration 4Q: 3 clusters Score -1.005578e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -10058276.000000 Penalty: 3652.465820
	Iteration 5F: 3 clusters Score -1.005828e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -10061708.000000 Penalty: 3652.465820
	Iteration 6F: 3 clusters Score -1.006171e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -10065950.000000 Penalty: 3652.465820
	Iteration 7F: 3 clusters Score -1.006595e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -10069097.000000 Penalty: 3652.465820
	Iteration 8F: 3 clusters Score -1.00691e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -10070672.000000 Penalty: 3652.465820
	Iteration 9Q: 3 clusters Score -1.007067e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -10071219.000000 Penalty: 3652.465820
	Iteration 10Q: 3 clusters Score -1.007122e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -10071541.000000 Penalty: 3652.465820
	Iteration 11Q: 3 clusters Score -1.007154e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -10071782.000000 Penalty: 3652.465820
	Iteration 12Q: 3 clusters Score -1.007178e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -10072054.000000 Penalty: 3652.465820
	Iteration 13Q: 3 clusters Score -1.007205e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -10072258.000000 Penalty: 3652.465820
	Iteration 14Q: 3 clusters Score -1.007226e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -10072438.000000 Penalty: 3652.465820
	Iteration 15Q: 3 clusters Score -1.007244e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -10072591.000000 Penalty: 3652.465820
	Iteration 16Q: 3 clusters Score -1.007259e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -10072776.000000 Penalty: 3652.465820
	Iteration 17Q: 3 clusters Score -1.007278e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -10072947.000000 Penalty: 3652.465820
	Iteration 18Q: 3 clusters Score -1.007295e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -10073088.000000 Penalty: 3652.465820
	Iteration 19Q: 3 clusters Score -1.007309e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -10073241.000000 Penalty: 3652.465820
	Iteration 20F: 3 clusters Score -1.007324e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -10073400.000000 Penalty: 3652.465820
	Iteration 21Q: 3 clusters Score -1.00734e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -10073538.000000 Penalty: 3652.465820
	Iteration 22Q: 3 clusters Score -1.007354e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -10073618.000000 Penalty: 3652.465820
	Iteration 23Q: 3 clusters Score -1.007362e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -10073678.000000 Penalty: 3652.465820
	Iteration 24Q: 3 clusters Score -1.007368e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -10073787.000000 Penalty: 3652.465820
	Iteration 25Q: 3 clusters Score -1.007379e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10073839.000000 Penalty: 3652.465820
	Iteration 26Q: 3 clusters Score -1.007384e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -10073934.000000 Penalty: 3652.465820
	Iteration 27Q: 3 clusters Score -1.007393e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -10073968.000000 Penalty: 3652.465820
	Iteration 28Q: 3 clusters Score -1.007397e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -10074023.000000 Penalty: 3652.465820
	Iteration 29Q: 3 clusters Score -1.007402e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -10074071.000000 Penalty: 3652.465820
	Iteration 30Q: 3 clusters Score -1.007407e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -10074101.000000 Penalty: 3652.465820
	Iteration 31Q: 3 clusters Score -1.00741e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -10074214.000000 Penalty: 3652.465820
	Iteration 32Q: 3 clusters Score -1.007421e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -10074247.000000 Penalty: 3652.465820
	Iteration 33Q: 3 clusters Score -1.007425e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -10074331.000000 Penalty: 3652.465820
	Iteration 34Q: 3 clusters Score -1.007433e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -10074364.000000 Penalty: 3652.465820
	Iteration 35Q: 3 clusters Score -1.007436e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -10074464.000000 Penalty: 3652.465820
	Iteration 36Q: 3 clusters Score -1.007446e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -10074541.000000 Penalty: 3652.465820
	Iteration 37Q: 3 clusters Score -1.007454e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -10074619.000000 Penalty: 3652.465820
	Iteration 38Q: 3 clusters Score -1.007462e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -10074721.000000 Penalty: 3652.465820
	Iteration 39Q: 3 clusters Score -1.007472e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -10074862.000000 Penalty: 3652.465820
	Iteration 40F: 3 clusters Score -1.007486e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -10075003.000000 Penalty: 3652.465820
	Iteration 41Q: 3 clusters Score -1.0075e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -10075199.000000 Penalty: 3652.465820
	Iteration 42Q: 3 clusters Score -1.00752e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -10075453.000000 Penalty: 3652.465820
	Iteration 43Q: 3 clusters Score -1.007545e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -10075620.000000 Penalty: 3652.465820
	Iteration 44Q: 3 clusters Score -1.007562e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10075806.000000 Penalty: 3652.465820
	Iteration 45Q: 3 clusters Score -1.007581e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -10076066.000000 Penalty: 3652.465820
	Iteration 46Q: 3 clusters Score -1.007607e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -10076272.000000 Penalty: 3652.465820
	Iteration 47Q: 3 clusters Score -1.007627e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -10076459.000000 Penalty: 3652.465820
	Iteration 48Q: 3 clusters Score -1.007646e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -10076682.000000 Penalty: 3652.465820
	Iteration 49Q: 3 clusters Score -1.007668e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -10076933.000000 Penalty: 3652.465820
	Iteration 50Q: 3 clusters Score -1.007693e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -10077128.000000 Penalty: 3652.465820
	Iteration 51Q: 3 clusters Score -1.007713e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -10077387.000000 Penalty: 3652.465820
	Iteration 52Q: 3 clusters Score -1.007739e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -10077669.000000 Penalty: 3652.465820
	Iteration 53Q: 3 clusters Score -1.007767e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -10077890.000000 Penalty: 3652.465820
	Iteration 54Q: 3 clusters Score -1.007789e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -10078131.000000 Penalty: 3652.465820
	Iteration 55Q: 3 clusters Score -1.007813e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -10078277.000000 Penalty: 3652.465820
	Iteration 56Q: 3 clusters Score -1.007828e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -10078392.000000 Penalty: 3652.465820
	Iteration 57Q: 3 clusters Score -1.007839e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -10078461.000000 Penalty: 3652.465820
	Iteration 58Q: 3 clusters Score -1.007846e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -10078325.000000 Penalty: 3652.465820
	Iteration 59Q: 3 clusters Score -1.007832e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -10078668.000000 Penalty: 3652.465820
	Iteration 60F: 3 clusters Score -1.007867e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -10078820.000000 Penalty: 3652.465820
	Iteration 61Q: 3 clusters Score -1.007882e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -10078987.000000 Penalty: 3652.465820
	Iteration 62Q: 3 clusters Score -1.007899e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -10079186.000000 Penalty: 3652.465820
	Iteration 63Q: 3 clusters Score -1.007919e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -10079232.000000 Penalty: 3652.465820
	Iteration 64Q: 3 clusters Score -1.007923e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -10079277.000000 Penalty: 3652.465820
	Iteration 65Q: 3 clusters Score -1.007928e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -10079218.000000 Penalty: 3652.465820
	Iteration 66Q: 3 clusters Score -1.007922e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -10079171.000000 Penalty: 3652.465820
	Iteration 67Q: 3 clusters Score -1.007917e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -10079002.000000 Penalty: 3652.465820
	Iteration 68Q: 3 clusters Score -1.0079e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -10078860.000000 Penalty: 3652.465820
	Iteration 69Q: 3 clusters Score -1.007886e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -10078823.000000 Penalty: 3652.465820
	Iteration 70Q: 3 clusters Score -1.007882e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -10078717.000000 Penalty: 3652.465820
	Iteration 71Q: 3 clusters Score -1.007872e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -10078661.000000 Penalty: 3652.465820
	Iteration 72Q: 3 clusters Score -1.007866e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -10078616.000000 Penalty: 3652.465820
	Iteration 73Q: 3 clusters Score -1.007862e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -10078568.000000 Penalty: 3652.465820
	Iteration 74Q: 3 clusters Score -1.007857e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -10078498.000000 Penalty: 3652.465820
	Iteration 75Q: 3 clusters Score -1.00785e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -10078420.000000 Penalty: 3652.465820
	Iteration 76Q: 3 clusters Score -1.007842e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -10078353.000000 Penalty: 3652.465820
	Iteration 77Q: 3 clusters Score -1.007835e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -10078343.000000 Penalty: 3652.465820
	Iteration 78Q: 3 clusters Score -1.007834e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -10078305.000000 Penalty: 3652.465820
	Iteration 79Q: 3 clusters Score -1.00783e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -10078341.000000 Penalty: 3652.465820
	Iteration 80F: 3 clusters Score -1.007834e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -10078289.000000 Penalty: 3652.465820
	Iteration 81Q: 3 clusters Score -1.007829e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -10078228.000000 Penalty: 3652.465820
	Iteration 82Q: 3 clusters Score -1.007823e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -10078178.000000 Penalty: 3652.465820
	Iteration 83Q: 3 clusters Score -1.007818e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -10078158.000000 Penalty: 3652.465820
	Iteration 84Q: 3 clusters Score -1.007816e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -10078130.000000 Penalty: 3652.465820
	Iteration 85Q: 3 clusters Score -1.007813e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -10078106.000000 Penalty: 3652.465820
	Iteration 86Q: 3 clusters Score -1.007811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -10078076.000000 Penalty: 3652.465820
	Iteration 87Q: 3 clusters Score -1.007808e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -10078056.000000 Penalty: 3652.465820
	Iteration 88Q: 3 clusters Score -1.007806e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -10078005.000000 Penalty: 3652.465820
	Iteration 89Q: 3 clusters Score -1.0078e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -10077969.000000 Penalty: 3652.465820
	Iteration 90Q: 3 clusters Score -1.007797e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -10077907.000000 Penalty: 3652.465820
	Iteration 91Q: 3 clusters Score -1.007791e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -10077862.000000 Penalty: 3652.465820
	Iteration 92Q: 3 clusters Score -1.007786e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -10077851.000000 Penalty: 3652.465820
	Iteration 93Q: 3 clusters Score -1.007785e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -10077851.000000 Penalty: 3652.465820
	Iteration 94Q: 3 clusters Score -1.007785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -10077823.000000 Penalty: 3652.465820
	Iteration 95Q: 3 clusters Score -1.007782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -10077791.000000 Penalty: 3652.465820
	Iteration 96Q: 3 clusters Score -1.007779e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -10077769.000000 Penalty: 3652.465820
	Iteration 97Q: 3 clusters Score -1.007777e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -10077751.000000 Penalty: 3652.465820
	Iteration 98Q: 3 clusters Score -1.007775e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -10077747.000000 Penalty: 3652.465820
	Iteration 99Q: 3 clusters Score -1.007775e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -10077756.000000 Penalty: 3652.465820
	Iteration 100F: 3 clusters Score -1.007776e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10077705.000000 Penalty: 3652.465820
	Iteration 101Q: 3 clusters Score -1.00777e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -10077703.000000 Penalty: 3652.465820
	Iteration 102Q: 3 clusters Score -1.00777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -10077690.000000 Penalty: 3652.465820
	Iteration 103Q: 3 clusters Score -1.007769e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -10077661.000000 Penalty: 3652.465820
	Iteration 104Q: 3 clusters Score -1.007766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -10077661.000000 Penalty: 3652.465820
	Iteration 105Q: 3 clusters Score -1.007766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -10077646.000000 Penalty: 3652.465820
	Iteration 106Q: 3 clusters Score -1.007765e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -10077646.000000 Penalty: 3652.465820
	Iteration 107Q: 3 clusters Score -1.007765e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -10077654.000000 Penalty: 3652.465820
	Iteration 108Q: 3 clusters Score -1.007765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -10077656.000000 Penalty: 3652.465820
	Iteration 109Q: 3 clusters Score -1.007766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -10077652.000000 Penalty: 3652.465820
	Iteration 110Q: 3 clusters Score -1.007765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -10077648.000000 Penalty: 3652.465820
	Iteration 111Q: 3 clusters Score -1.007765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -10077646.000000 Penalty: 3652.465820
	Iteration 112Q: 3 clusters Score -1.007765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -10077653.000000 Penalty: 3652.465820
	Iteration 113Q: 3 clusters Score -1.007765e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -10077657.000000 Penalty: 3652.465820
	Iteration 114Q: 3 clusters Score -1.007766e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -10077638.000000 Penalty: 3652.465820
	Iteration 115Q: 3 clusters Score -1.007764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -10077631.000000 Penalty: 3652.465820
	Iteration 116Q: 3 clusters Score -1.007763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -10077601.000000 Penalty: 3652.465820
	Iteration 117Q: 3 clusters Score -1.00776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -10077591.000000 Penalty: 3652.465820
	Iteration 118Q: 3 clusters Score -1.007759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -10077587.000000 Penalty: 3652.465820
	Iteration 119Q: 3 clusters Score -1.007759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -10077584.000000 Penalty: 3652.465820
	Iteration 120F: 3 clusters Score -1.007758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -10077576.000000 Penalty: 3652.465820
	Iteration 121Q: 3 clusters Score -1.007758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -10077573.000000 Penalty: 3652.465820
	Iteration 122Q: 3 clusters Score -1.007757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -10077560.000000 Penalty: 3652.465820
	Iteration 123Q: 3 clusters Score -1.007756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -10077555.000000 Penalty: 3652.465820
	Iteration 124Q: 3 clusters Score -1.007756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -10077549.000000 Penalty: 3652.465820
	Iteration 125Q: 3 clusters Score -1.007755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -10077543.000000 Penalty: 3652.465820
	Iteration 126Q: 3 clusters Score -1.007754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -10077537.000000 Penalty: 3652.465820
	Iteration 127Q: 3 clusters Score -1.007754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -10077530.000000 Penalty: 3652.465820
	Iteration 128Q: 3 clusters Score -1.007753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -10077536.000000 Penalty: 3652.465820
	Iteration 129Q: 3 clusters Score -1.007754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -10077530.000000 Penalty: 3652.465820
	Iteration 130Q: 3 clusters Score -1.007753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -10077535.000000 Penalty: 3652.465820
	Iteration 131Q: 3 clusters Score -1.007754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -10077523.000000 Penalty: 3652.465820
	Iteration 132Q: 3 clusters Score -1.007752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -10077527.000000 Penalty: 3652.465820
	Iteration 133Q: 3 clusters Score -1.007753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -10077527.000000 Penalty: 3652.465820
	Iteration 134F: 3 clusters Score -1.007753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -641024.375000 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -641024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -637126.750000 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -637126.8 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -638257.875000 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -638257.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -638510.687500 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -638510.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -638742.375000 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -638742.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -638964.875000 Penalty: 2763.769287
	Iteration 4F: 3 clusters Score -638964.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -639213.625000 Penalty: 2763.769287
	Iteration 5F: 3 clusters Score -639213.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -639464.750000 Penalty: 2763.769287
	Iteration 6F: 3 clusters Score -639464.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -639660.500000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -639660.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -639793.687500 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -639793.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -639878.250000 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -639878.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -639935.812500 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -639935.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -639982.687500 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -639982.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -640024.750000 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -640024.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -640049.812500 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -640049.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -640067.062500 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -640067.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -640076.625000 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -640076.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -640083.875000 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -640083.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -640094.562500 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -640094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -640101.687500 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -640101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -640106.750000 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -640106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -640113.687500 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -640113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -640118.312500 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -640118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -640120.250000 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -640120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -640122.687500 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -640122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -640124.312500 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -640124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -640124.312500 Penalty: 2763.769287
	Iteration 25F: 3 clusters Score -640124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -109082.914062 Penalty: 1103.207886
	Iteration 0F: 2 clusters Score -109082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107790.945312 Penalty: 2206.415771
	Iteration 0F: 3 clusters Score -107790.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108087.546875 Penalty: 2206.415771
	Iteration 1F: 3 clusters Score -108087.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108174.328125 Penalty: 2206.415771
	Iteration 2F: 3 clusters Score -108174.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108321.796875 Penalty: 2206.415771
	Iteration 3F: 3 clusters Score -108321.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108494.468750 Penalty: 2206.415771
	Iteration 4F: 3 clusters Score -108494.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108577.187500 Penalty: 2206.415771
	Iteration 5F: 3 clusters Score -108577.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108620.242188 Penalty: 2206.415771
	Iteration 6Q: 3 clusters Score -108620.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -108640.281250 Penalty: 2206.415771
	Iteration 7Q: 3 clusters Score -108640.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108647.859375 Penalty: 2206.415771
	Iteration 8Q: 3 clusters Score -108647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108651.460938 Penalty: 2206.415771
	Iteration 9Q: 3 clusters Score -108651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108661.500000 Penalty: 2206.415771
	Iteration 10Q: 3 clusters Score -108661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -108665.500000 Penalty: 2206.415771
	Iteration 11Q: 3 clusters Score -108665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108666.515625 Penalty: 2206.415771
	Iteration 12Q: 3 clusters Score -108666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108666.515625 Penalty: 2206.415771
	Iteration 13F: 3 clusters Score -108666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Entering Unmasked Estep 
Score: -2118457.750000 Penalty: 1584.410645
	Iteration 0F: 2 clusters Score -2118458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2106711.000000 Penalty: 3168.821289
	Iteration 0F: 3 clusters Score -2106711 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2111311.250000 Penalty: 3168.821289
	Iteration 1F: 3 clusters Score -2111311 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2112142.250000 Penalty: 3168.821289
	Iteration 2F: 3 clusters Score -2112142 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2113190.500000 Penalty: 3168.821289
	Iteration 3F: 3 clusters Score -2113190 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2114291.750000 Penalty: 3168.821289
	Iteration 4F: 3 clusters Score -2114292 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2115119.250000 Penalty: 3168.821289
	Iteration 5F: 3 clusters Score -2115119 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2115688.250000 Penalty: 3168.821289
	Iteration 6F: 3 clusters Score -2115688 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2116106.750000 Penalty: 3168.821289
	Iteration 7Q: 3 clusters Score -2116107 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2116389.500000 Penalty: 3168.821289
	Iteration 8Q: 3 clusters Score -2116390 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2116615.500000 Penalty: 3168.821289
	Iteration 9Q: 3 clusters Score -2116616 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2116766.500000 Penalty: 3168.821289
	Iteration 10Q: 3 clusters Score -2116766 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2116878.500000 Penalty: 3168.821289
	Iteration 11Q: 3 clusters Score -2116878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2116964.750000 Penalty: 3168.821289
	Iteration 12Q: 3 clusters Score -2116965 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2117048.000000 Penalty: 3168.821289
	Iteration 13Q: 3 clusters Score -2117048 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2117112.750000 Penalty: 3168.821289
	Iteration 14Q: 3 clusters Score -2117113 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2117165.000000 Penalty: 3168.821289
	Iteration 15Q: 3 clusters Score -2117165 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2117208.500000 Penalty: 3168.821289
	Iteration 16Q: 3 clusters Score -2117208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2117243.500000 Penalty: 3168.821289
	Iteration 17Q: 3 clusters Score -2117244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2117271.250000 Penalty: 3168.821289
	Iteration 18Q: 3 clusters Score -2117271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2117294.500000 Penalty: 3168.821289
	Iteration 19Q: 3 clusters Score -2117294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2117309.250000 Penalty: 3168.821289
	Iteration 20F: 3 clusters Score -2117309 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2117324.250000 Penalty: 3168.821289
	Iteration 21Q: 3 clusters Score -2117324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2117342.500000 Penalty: 3168.821289
	Iteration 22Q: 3 clusters Score -2117342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2117357.000000 Penalty: 3168.821289
	Iteration 23Q: 3 clusters Score -2117357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2117371.500000 Penalty: 3168.821289
	Iteration 24Q: 3 clusters Score -2117372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2117386.750000 Penalty: 3168.821289
	Iteration 25Q: 3 clusters Score -2117387 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2117403.500000 Penalty: 3168.821289
	Iteration 26Q: 3 clusters Score -2117404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2117415.250000 Penalty: 3168.821289
	Iteration 27Q: 3 clusters Score -2117415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2117421.500000 Penalty: 3168.821289
	Iteration 28Q: 3 clusters Score -2117422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2117438.500000 Penalty: 3168.821289
	Iteration 29Q: 3 clusters Score -2117438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2117445.250000 Penalty: 3168.821289
	Iteration 30Q: 3 clusters Score -2117445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2117461.250000 Penalty: 3168.821289
	Iteration 31Q: 3 clusters Score -2117461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2117463.250000 Penalty: 3168.821289
	Iteration 32Q: 3 clusters Score -2117463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2117473.750000 Penalty: 3168.821289
	Iteration 33Q: 3 clusters Score -2117474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2117477.000000 Penalty: 3168.821289
	Iteration 34Q: 3 clusters Score -2117477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2117483.000000 Penalty: 3168.821289
	Iteration 35Q: 3 clusters Score -2117483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2117484.500000 Penalty: 3168.821289
	Iteration 36Q: 3 clusters Score -2117484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2117492.750000 Penalty: 3168.821289
	Iteration 37Q: 3 clusters Score -2117493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2117489.250000 Penalty: 3168.821289
	Iteration 38Q: 3 clusters Score -2117489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2117498.000000 Penalty: 3168.821289
	Iteration 39Q: 3 clusters Score -2117498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2117505.750000 Penalty: 3168.821289
	Iteration 40F: 3 clusters Score -2117506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2117506.500000 Penalty: 3168.821289
	Iteration 41Q: 3 clusters Score -2117506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2117508.500000 Penalty: 3168.821289
	Iteration 42Q: 3 clusters Score -2117508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2117514.250000 Penalty: 3168.821289
	Iteration 43Q: 3 clusters Score -2117514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2117520.000000 Penalty: 3168.821289
	Iteration 44Q: 3 clusters Score -2117520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2117529.000000 Penalty: 3168.821289
	Iteration 45Q: 3 clusters Score -2117529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2117535.000000 Penalty: 3168.821289
	Iteration 46Q: 3 clusters Score -2117535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2117541.750000 Penalty: 3168.821289
	Iteration 47Q: 3 clusters Score -2117542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2117553.500000 Penalty: 3168.821289
	Iteration 48Q: 3 clusters Score -2117554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2117560.000000 Penalty: 3168.821289
	Iteration 49Q: 3 clusters Score -2117560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2117568.750000 Penalty: 3168.821289
	Iteration 50Q: 3 clusters Score -2117569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2117579.750000 Penalty: 3168.821289
	Iteration 51Q: 3 clusters Score -2117580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2117587.500000 Penalty: 3168.821289
	Iteration 52Q: 3 clusters Score -2117588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2117592.750000 Penalty: 3168.821289
	Iteration 53Q: 3 clusters Score -2117593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2117597.250000 Penalty: 3168.821289
	Iteration 54Q: 3 clusters Score -2117597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2117607.500000 Penalty: 3168.821289
	Iteration 55Q: 3 clusters Score -2117608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2117614.500000 Penalty: 3168.821289
	Iteration 56Q: 3 clusters Score -2117614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2117613.250000 Penalty: 3168.821289
	Iteration 57Q: 3 clusters Score -2117613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2117611.500000 Penalty: 3168.821289
	Iteration 58Q: 3 clusters Score -2117612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2117615.250000 Penalty: 3168.821289
	Iteration 59Q: 3 clusters Score -2117615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2117616.500000 Penalty: 3168.821289
	Iteration 60F: 3 clusters Score -2117616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2117621.500000 Penalty: 3168.821289
	Iteration 61Q: 3 clusters Score -2117622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2117630.500000 Penalty: 3168.821289
	Iteration 62Q: 3 clusters Score -2117630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2117637.000000 Penalty: 3168.821289
	Iteration 63Q: 3 clusters Score -2117637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2117641.000000 Penalty: 3168.821289
	Iteration 64Q: 3 clusters Score -2117641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2117649.750000 Penalty: 3168.821289
	Iteration 65Q: 3 clusters Score -2117650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2117643.250000 Penalty: 3168.821289
	Iteration 66Q: 3 clusters Score -2117643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2117649.750000 Penalty: 3168.821289
	Iteration 67Q: 3 clusters Score -2117650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2117659.750000 Penalty: 3168.821289
	Iteration 68Q: 3 clusters Score -2117660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2117663.750000 Penalty: 3168.821289
	Iteration 69Q: 3 clusters Score -2117664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2117670.250000 Penalty: 3168.821289
	Iteration 70Q: 3 clusters Score -2117670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2117663.750000 Penalty: 3168.821289
	Iteration 71Q: 3 clusters Score -2117664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2117676.000000 Penalty: 3168.821289
	Iteration 72Q: 3 clusters Score -2117676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2117681.000000 Penalty: 3168.821289
	Iteration 73Q: 3 clusters Score -2117681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2117675.500000 Penalty: 3168.821289
	Iteration 74Q: 3 clusters Score -2117676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2117679.000000 Penalty: 3168.821289
	Iteration 75Q: 3 clusters Score -2117679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2117693.250000 Penalty: 3168.821289
	Iteration 76Q: 3 clusters Score -2117693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2117699.250000 Penalty: 3168.821289
	Iteration 77Q: 3 clusters Score -2117699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2117709.500000 Penalty: 3168.821289
	Iteration 78Q: 3 clusters Score -2117710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2117712.000000 Penalty: 3168.821289
	Iteration 79Q: 3 clusters Score -2117712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2117716.000000 Penalty: 3168.821289
	Iteration 80F: 3 clusters Score -2117716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2117722.500000 Penalty: 3168.821289
	Iteration 81Q: 3 clusters Score -2117722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2117724.000000 Penalty: 3168.821289
	Iteration 82Q: 3 clusters Score -2117724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2117726.000000 Penalty: 3168.821289
	Iteration 83Q: 3 clusters Score -2117726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2117728.000000 Penalty: 3168.821289
	Iteration 84Q: 3 clusters Score -2117728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2117727.750000 Penalty: 3168.821289
	Iteration 85Q: 3 clusters Score -2117728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2117729.000000 Penalty: 3168.821289
	Iteration 86Q: 3 clusters Score -2117729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2117730.750000 Penalty: 3168.821289
	Iteration 87Q: 3 clusters Score -2117731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2117730.750000 Penalty: 3168.821289
	Iteration 88Q: 3 clusters Score -2117731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2117733.750000 Penalty: 3168.821289
	Iteration 89Q: 3 clusters Score -2117734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2117734.750000 Penalty: 3168.821289
	Iteration 90Q: 3 clusters Score -2117735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2117736.250000 Penalty: 3168.821289
	Iteration 91Q: 3 clusters Score -2117736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2117735.750000 Penalty: 3168.821289
	Iteration 92Q: 3 clusters Score -2117736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2117736.250000 Penalty: 3168.821289
	Iteration 93Q: 3 clusters Score -2117736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2117744.250000 Penalty: 3168.821289
	Iteration 94Q: 3 clusters Score -2117744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2117742.500000 Penalty: 3168.821289
	Iteration 95Q: 3 clusters Score -2117742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2117759.750000 Penalty: 3168.821289
	Iteration 96Q: 3 clusters Score -2117760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2117765.750000 Penalty: 3168.821289
	Iteration 97Q: 3 clusters Score -2117766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2117771.750000 Penalty: 3168.821289
	Iteration 98Q: 3 clusters Score -2117772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2117772.000000 Penalty: 3168.821289
	Iteration 99Q: 3 clusters Score -2117772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2117776.000000 Penalty: 3168.821289
	Iteration 100F: 3 clusters Score -2117776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2117783.750000 Penalty: 3168.821289
	Iteration 101Q: 3 clusters Score -2117784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2117787.500000 Penalty: 3168.821289
	Iteration 102Q: 3 clusters Score -2117788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2117790.500000 Penalty: 3168.821289
	Iteration 103Q: 3 clusters Score -2117790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2117790.000000 Penalty: 3168.821289
	Iteration 104Q: 3 clusters Score -2117790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2117791.750000 Penalty: 3168.821289
	Iteration 105Q: 3 clusters Score -2117792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2117800.000000 Penalty: 3168.821289
	Iteration 106Q: 3 clusters Score -2117800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2117807.000000 Penalty: 3168.821289
	Iteration 107Q: 3 clusters Score -2117807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2117806.250000 Penalty: 3168.821289
	Iteration 108Q: 3 clusters Score -2117806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2117808.250000 Penalty: 3168.821289
	Iteration 109Q: 3 clusters Score -2117808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2117805.750000 Penalty: 3168.821289
	Iteration 110Q: 3 clusters Score -2117806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2117813.750000 Penalty: 3168.821289
	Iteration 111Q: 3 clusters Score -2117814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2117819.750000 Penalty: 3168.821289
	Iteration 112Q: 3 clusters Score -2117820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2117820.250000 Penalty: 3168.821289
	Iteration 113Q: 3 clusters Score -2117820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2117823.500000 Penalty: 3168.821289
	Iteration 114Q: 3 clusters Score -2117824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2117825.750000 Penalty: 3168.821289
	Iteration 115Q: 3 clusters Score -2117826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2117832.250000 Penalty: 3168.821289
	Iteration 116Q: 3 clusters Score -2117832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2117829.500000 Penalty: 3168.821289
	Iteration 117Q: 3 clusters Score -2117830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2117835.000000 Penalty: 3168.821289
	Iteration 118Q: 3 clusters Score -2117835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2117836.250000 Penalty: 3168.821289
	Iteration 119Q: 3 clusters Score -2117836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2117836.500000 Penalty: 3168.821289
	Iteration 120F: 3 clusters Score -2117836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2117839.000000 Penalty: 3168.821289
	Iteration 121Q: 3 clusters Score -2117839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2117841.250000 Penalty: 3168.821289
	Iteration 122Q: 3 clusters Score -2117841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2117839.750000 Penalty: 3168.821289
	Iteration 123Q: 3 clusters Score -2117840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2117843.000000 Penalty: 3168.821289
	Iteration 124Q: 3 clusters Score -2117843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2117844.750000 Penalty: 3168.821289
	Iteration 125Q: 3 clusters Score -2117845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2117842.250000 Penalty: 3168.821289
	Iteration 126Q: 3 clusters Score -2117842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2117842.000000 Penalty: 3168.821289
	Iteration 127Q: 3 clusters Score -2117842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2117843.000000 Penalty: 3168.821289
	Iteration 128Q: 3 clusters Score -2117843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2117843.000000 Penalty: 3168.821289
	Iteration 129Q: 3 clusters Score -2117843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2117841.750000 Penalty: 3168.821289
	Iteration 130Q: 3 clusters Score -2117842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2117841.750000 Penalty: 3168.821289
	Iteration 131F: 3 clusters Score -2117842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Entering Unmasked Estep 
Score: -3894454.250000 Penalty: 1673.670044
	Iteration 0F: 2 clusters Score -3894454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3874499.500000 Penalty: 3347.340088
	Iteration 0F: 3 clusters Score -3874500 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3882212.750000 Penalty: 3347.340088
	Iteration 1F: 3 clusters Score -3882213 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3882800.500000 Penalty: 3347.340088
	Iteration 2Q: 3 clusters Score -3882800 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3883415.000000 Penalty: 3347.340088
	Iteration 3F: 3 clusters Score -3883415 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3884200.250000 Penalty: 3347.340088
	Iteration 4F: 3 clusters Score -3884200 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3885273.250000 Penalty: 3347.340088
	Iteration 5F: 3 clusters Score -3885273 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3886676.000000 Penalty: 3347.340088
	Iteration 6F: 3 clusters Score -3886676 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3888370.750000 Penalty: 3347.340088
	Iteration 7F: 3 clusters Score -3888371 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3889930.750000 Penalty: 3347.340088
	Iteration 8F: 3 clusters Score -3889931 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3891021.750000 Penalty: 3347.340088
	Iteration 9Q: 3 clusters Score -3891022 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3891712.000000 Penalty: 3347.340088
	Iteration 10Q: 3 clusters Score -3891712 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3892116.000000 Penalty: 3347.340088
	Iteration 11Q: 3 clusters Score -3892116 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3892388.500000 Penalty: 3347.340088
	Iteration 12Q: 3 clusters Score -3892388 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3892639.500000 Penalty: 3347.340088
	Iteration 13Q: 3 clusters Score -3892640 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3892825.750000 Penalty: 3347.340088
	Iteration 14Q: 3 clusters Score -3892826 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3892954.750000 Penalty: 3347.340088
	Iteration 15Q: 3 clusters Score -3892955 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3893037.750000 Penalty: 3347.340088
	Iteration 16Q: 3 clusters Score -3893038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3893101.000000 Penalty: 3347.340088
	Iteration 17Q: 3 clusters Score -3893101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3893136.250000 Penalty: 3347.340088
	Iteration 18Q: 3 clusters Score -3893136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3893174.000000 Penalty: 3347.340088
	Iteration 19Q: 3 clusters Score -3893174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3893191.000000 Penalty: 3347.340088
	Iteration 20F: 3 clusters Score -3893191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3893213.250000 Penalty: 3347.340088
	Iteration 21Q: 3 clusters Score -3893213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3893234.500000 Penalty: 3347.340088
	Iteration 22Q: 3 clusters Score -3893234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3893268.500000 Penalty: 3347.340088
	Iteration 23Q: 3 clusters Score -3893268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3893302.500000 Penalty: 3347.340088
	Iteration 24Q: 3 clusters Score -3893302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3893319.500000 Penalty: 3347.340088
	Iteration 25Q: 3 clusters Score -3893320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3893324.000000 Penalty: 3347.340088
	Iteration 26Q: 3 clusters Score -3893324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3893334.750000 Penalty: 3347.340088
	Iteration 27Q: 3 clusters Score -3893335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3893340.750000 Penalty: 3347.340088
	Iteration 28Q: 3 clusters Score -3893341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3893346.500000 Penalty: 3347.340088
	Iteration 29Q: 3 clusters Score -3893346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3893346.250000 Penalty: 3347.340088
	Iteration 30Q: 3 clusters Score -3893346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3893346.250000 Penalty: 3347.340088
	Iteration 31F: 3 clusters Score -3893346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Entering Unmasked Estep 
Score: -13992597.000000 Penalty: 1880.159546
	Iteration 0F: 2 clusters Score -1.39926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -13935231.000000 Penalty: 3760.319092
	Iteration 0F: 3 clusters Score -1.393523e+07 nChanged 50451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -13965919.000000 Penalty: 3760.319092
	Iteration 1F: 3 clusters Score -1.396592e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -13967948.000000 Penalty: 3760.319092
	Iteration 2Q: 3 clusters Score -1.396795e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -13970804.000000 Penalty: 3760.319092
	Iteration 3F: 3 clusters Score -1.39708e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -13975056.000000 Penalty: 3760.319092
	Iteration 4F: 3 clusters Score -1.397506e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -13980589.000000 Penalty: 3760.319092
	Iteration 5F: 3 clusters Score -1.398059e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -13985919.000000 Penalty: 3760.319092
	Iteration 6F: 3 clusters Score -1.398592e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -13989123.000000 Penalty: 3760.319092
	Iteration 7F: 3 clusters Score -1.398912e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -13990290.000000 Penalty: 3760.319092
	Iteration 8Q: 3 clusters Score -1.399029e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -13990544.000000 Penalty: 3760.319092
	Iteration 9Q: 3 clusters Score -1.399054e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -13990734.000000 Penalty: 3760.319092
	Iteration 10Q: 3 clusters Score -1.399073e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -13990920.000000 Penalty: 3760.319092
	Iteration 11Q: 3 clusters Score -1.399092e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -13990952.000000 Penalty: 3760.319092
	Iteration 12Q: 3 clusters Score -1.399095e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -13991026.000000 Penalty: 3760.319092
	Iteration 13Q: 3 clusters Score -1.399103e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -13990990.000000 Penalty: 3760.319092
	Iteration 14Q: 3 clusters Score -1.399099e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -13991038.000000 Penalty: 3760.319092
	Iteration 15Q: 3 clusters Score -1.399104e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -13991033.000000 Penalty: 3760.319092
	Iteration 16Q: 3 clusters Score -1.399103e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -13991023.000000 Penalty: 3760.319092
	Iteration 17Q: 3 clusters Score -1.399102e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -13991001.000000 Penalty: 3760.319092
	Iteration 18Q: 3 clusters Score -1.3991e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -13990934.000000 Penalty: 3760.319092
	Iteration 19Q: 3 clusters Score -1.399093e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -13990883.000000 Penalty: 3760.319092
	Iteration 20F: 3 clusters Score -1.399088e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -13990858.000000 Penalty: 3760.319092
	Iteration 21Q: 3 clusters Score -1.399086e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -13990830.000000 Penalty: 3760.319092
	Iteration 22Q: 3 clusters Score -1.399083e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -13990802.000000 Penalty: 3760.319092
	Iteration 23Q: 3 clusters Score -1.39908e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -13990793.000000 Penalty: 3760.319092
	Iteration 24Q: 3 clusters Score -1.399079e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -13990779.000000 Penalty: 3760.319092
	Iteration 25Q: 3 clusters Score -1.399078e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -13990767.000000 Penalty: 3760.319092
	Iteration 26Q: 3 clusters Score -1.399077e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -13990779.000000 Penalty: 3760.319092
	Iteration 27Q: 3 clusters Score -1.399078e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -13990751.000000 Penalty: 3760.319092
	Iteration 28Q: 3 clusters Score -1.399075e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -13990729.000000 Penalty: 3760.319092
	Iteration 29Q: 3 clusters Score -1.399073e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -13990687.000000 Penalty: 3760.319092
	Iteration 30Q: 3 clusters Score -1.399069e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -13990572.000000 Penalty: 3760.319092
	Iteration 31Q: 3 clusters Score -1.399057e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -13990503.000000 Penalty: 3760.319092
	Iteration 32Q: 3 clusters Score -1.39905e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -13990453.000000 Penalty: 3760.319092
	Iteration 33Q: 3 clusters Score -1.399045e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -13990402.000000 Penalty: 3760.319092
	Iteration 34Q: 3 clusters Score -1.39904e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -13990362.000000 Penalty: 3760.319092
	Iteration 35Q: 3 clusters Score -1.399036e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -13990303.000000 Penalty: 3760.319092
	Iteration 36Q: 3 clusters Score -1.39903e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -13990332.000000 Penalty: 3760.319092
	Iteration 37Q: 3 clusters Score -1.399033e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -13990244.000000 Penalty: 3760.319092
	Iteration 38Q: 3 clusters Score -1.399024e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -13990110.000000 Penalty: 3760.319092
	Iteration 39Q: 3 clusters Score -1.399011e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -13990092.000000 Penalty: 3760.319092
	Iteration 40F: 3 clusters Score -1.399009e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -13990015.000000 Penalty: 3760.319092
	Iteration 41Q: 3 clusters Score -1.399002e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -13989956.000000 Penalty: 3760.319092
	Iteration 42Q: 3 clusters Score -1.398996e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -13989835.000000 Penalty: 3760.319092
	Iteration 43Q: 3 clusters Score -1.398984e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -13989710.000000 Penalty: 3760.319092
	Iteration 44Q: 3 clusters Score -1.398971e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -13989635.000000 Penalty: 3760.319092
	Iteration 45Q: 3 clusters Score -1.398964e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -13989544.000000 Penalty: 3760.319092
	Iteration 46Q: 3 clusters Score -1.398954e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -13989496.000000 Penalty: 3760.319092
	Iteration 47Q: 3 clusters Score -1.39895e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -13989453.000000 Penalty: 3760.319092
	Iteration 48Q: 3 clusters Score -1.398945e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -13989377.000000 Penalty: 3760.319092
	Iteration 49Q: 3 clusters Score -1.398938e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -13989349.000000 Penalty: 3760.319092
	Iteration 50Q: 3 clusters Score -1.398935e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -13989278.000000 Penalty: 3760.319092
	Iteration 51Q: 3 clusters Score -1.398928e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -13989268.000000 Penalty: 3760.319092
	Iteration 52Q: 3 clusters Score -1.398927e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -13989214.000000 Penalty: 3760.319092
	Iteration 53Q: 3 clusters Score -1.398921e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -13989144.000000 Penalty: 3760.319092
	Iteration 54Q: 3 clusters Score -1.398914e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -13989110.000000 Penalty: 3760.319092
	Iteration 55Q: 3 clusters Score -1.398911e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -13989014.000000 Penalty: 3760.319092
	Iteration 56Q: 3 clusters Score -1.398901e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -13989053.000000 Penalty: 3760.319092
	Iteration 57Q: 3 clusters Score -1.398905e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -13988904.000000 Penalty: 3760.319092
	Iteration 58Q: 3 clusters Score -1.39889e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -13988899.000000 Penalty: 3760.319092
	Iteration 59Q: 3 clusters Score -1.39889e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -13988867.000000 Penalty: 3760.319092
	Iteration 60F: 3 clusters Score -1.398887e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -13988830.000000 Penalty: 3760.319092
	Iteration 61Q: 3 clusters Score -1.398883e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -13988804.000000 Penalty: 3760.319092
	Iteration 62Q: 3 clusters Score -1.39888e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -13988721.000000 Penalty: 3760.319092
	Iteration 63Q: 3 clusters Score -1.398872e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -13988665.000000 Penalty: 3760.319092
	Iteration 64Q: 3 clusters Score -1.398866e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -13988616.000000 Penalty: 3760.319092
	Iteration 65Q: 3 clusters Score -1.398862e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -13988603.000000 Penalty: 3760.319092
	Iteration 66Q: 3 clusters Score -1.39886e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -13988547.000000 Penalty: 3760.319092
	Iteration 67Q: 3 clusters Score -1.398855e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -13988561.000000 Penalty: 3760.319092
	Iteration 68Q: 3 clusters Score -1.398856e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -13988512.000000 Penalty: 3760.319092
	Iteration 69Q: 3 clusters Score -1.398851e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -13988505.000000 Penalty: 3760.319092
	Iteration 70Q: 3 clusters Score -1.39885e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -13988513.000000 Penalty: 3760.319092
	Iteration 71Q: 3 clusters Score -1.398851e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -13988483.000000 Penalty: 3760.319092
	Iteration 72Q: 3 clusters Score -1.398848e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -13988500.000000 Penalty: 3760.319092
	Iteration 73Q: 3 clusters Score -1.39885e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -13988511.000000 Penalty: 3760.319092
	Iteration 74Q: 3 clusters Score -1.398851e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -13988496.000000 Penalty: 3760.319092
	Iteration 75Q: 3 clusters Score -1.39885e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -13988481.000000 Penalty: 3760.319092
	Iteration 76Q: 3 clusters Score -1.398848e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -13988494.000000 Penalty: 3760.319092
	Iteration 77Q: 3 clusters Score -1.398849e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -13988486.000000 Penalty: 3760.319092
	Iteration 78Q: 3 clusters Score -1.398849e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -13988491.000000 Penalty: 3760.319092
	Iteration 79Q: 3 clusters Score -1.398849e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -13988527.000000 Penalty: 3760.319092
	Iteration 80F: 3 clusters Score -1.398853e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -13988477.000000 Penalty: 3760.319092
	Iteration 81Q: 3 clusters Score -1.398848e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -13988440.000000 Penalty: 3760.319092
	Iteration 82Q: 3 clusters Score -1.398844e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -13988434.000000 Penalty: 3760.319092
	Iteration 83Q: 3 clusters Score -1.398843e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -13988400.000000 Penalty: 3760.319092
	Iteration 84Q: 3 clusters Score -1.39884e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -13988382.000000 Penalty: 3760.319092
	Iteration 85Q: 3 clusters Score -1.398838e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -13988377.000000 Penalty: 3760.319092
	Iteration 86Q: 3 clusters Score -1.398838e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -13988401.000000 Penalty: 3760.319092
	Iteration 87Q: 3 clusters Score -1.39884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -13988400.000000 Penalty: 3760.319092
	Iteration 88Q: 3 clusters Score -1.39884e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -13988442.000000 Penalty: 3760.319092
	Iteration 89Q: 3 clusters Score -1.398844e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -13988413.000000 Penalty: 3760.319092
	Iteration 90Q: 3 clusters Score -1.398841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -13988447.000000 Penalty: 3760.319092
	Iteration 91Q: 3 clusters Score -1.398845e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -13988472.000000 Penalty: 3760.319092
	Iteration 92Q: 3 clusters Score -1.398847e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -13988469.000000 Penalty: 3760.319092
	Iteration 93Q: 3 clusters Score -1.398847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -13988476.000000 Penalty: 3760.319092
	Iteration 94Q: 3 clusters Score -1.398848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -13988475.000000 Penalty: 3760.319092
	Iteration 95Q: 3 clusters Score -1.398848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -13988482.000000 Penalty: 3760.319092
	Iteration 96Q: 3 clusters Score -1.398848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -13988480.000000 Penalty: 3760.319092
	Iteration 97Q: 3 clusters Score -1.398848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -13988462.000000 Penalty: 3760.319092
	Iteration 98Q: 3 clusters Score -1.398846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -13988468.000000 Penalty: 3760.319092
	Iteration 99Q: 3 clusters Score -1.398847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -13988458.000000 Penalty: 3760.319092
	Iteration 100F: 3 clusters Score -1.398846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -13988469.000000 Penalty: 3760.319092
	Iteration 101Q: 3 clusters Score -1.398847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -13988467.000000 Penalty: 3760.319092
	Iteration 102Q: 3 clusters Score -1.398847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -13988469.000000 Penalty: 3760.319092
	Iteration 103Q: 3 clusters Score -1.398847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -13988473.000000 Penalty: 3760.319092
	Iteration 104Q: 3 clusters Score -1.398847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -13988481.000000 Penalty: 3760.319092
	Iteration 105Q: 3 clusters Score -1.398848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -13988483.000000 Penalty: 3760.319092
	Iteration 106Q: 3 clusters Score -1.398848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -13988476.000000 Penalty: 3760.319092
	Iteration 107Q: 3 clusters Score -1.398848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -13988493.000000 Penalty: 3760.319092
	Iteration 108Q: 3 clusters Score -1.398849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -13988498.000000 Penalty: 3760.319092
	Iteration 109Q: 3 clusters Score -1.39885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -13988481.000000 Penalty: 3760.319092
	Iteration 110Q: 3 clusters Score -1.398848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -13988489.000000 Penalty: 3760.319092
	Iteration 111Q: 3 clusters Score -1.398849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -13988491.000000 Penalty: 3760.319092
	Iteration 112Q: 3 clusters Score -1.398849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -13988498.000000 Penalty: 3760.319092
	Iteration 113Q: 3 clusters Score -1.39885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -13988488.000000 Penalty: 3760.319092
	Iteration 114Q: 3 clusters Score -1.398849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -13988493.000000 Penalty: 3760.319092
	Iteration 115Q: 3 clusters Score -1.398849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -13988476.000000 Penalty: 3760.319092
	Iteration 116Q: 3 clusters Score -1.398848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -13988478.000000 Penalty: 3760.319092
	Iteration 117Q: 3 clusters Score -1.398848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -13988490.000000 Penalty: 3760.319092
	Iteration 118Q: 3 clusters Score -1.398849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -13988496.000000 Penalty: 3760.319092
	Iteration 119Q: 3 clusters Score -1.39885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -13988508.000000 Penalty: 3760.319092
	Iteration 120F: 3 clusters Score -1.398851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -13988510.000000 Penalty: 3760.319092
	Iteration 121Q: 3 clusters Score -1.398851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -13988506.000000 Penalty: 3760.319092
	Iteration 122Q: 3 clusters Score -1.398851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -13988497.000000 Penalty: 3760.319092
	Iteration 123Q: 3 clusters Score -1.39885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -13988500.000000 Penalty: 3760.319092
	Iteration 124Q: 3 clusters Score -1.39885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -13988504.000000 Penalty: 3760.319092
	Iteration 125Q: 3 clusters Score -1.39885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -13988512.000000 Penalty: 3760.319092
	Iteration 126Q: 3 clusters Score -1.398851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -13988512.000000 Penalty: 3760.319092
	Iteration 127F: 3 clusters Score -1.398851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -200988.609375 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -200988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -199146.656250 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -199146.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -199603.906250 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -199603.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -199755.125000 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -199755.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -199827.953125 Penalty: 2401.608398
	Iteration 3F: 3 clusters Score -199828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -199867.531250 Penalty: 2401.608398
	Iteration 4Q: 3 clusters Score -199867.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -199891.437500 Penalty: 2401.608398
	Iteration 5Q: 3 clusters Score -199891.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -199902.375000 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -199902.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -199910.609375 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -199910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199920.937500 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -199920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -199927.390625 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -199927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -199931.656250 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -199931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -199933.171875 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -199933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -199934.781250 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -199934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -199935.468750 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -199935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -199936.578125 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -199936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199938.203125 Penalty: 2401.608398
	Iteration 15Q: 3 clusters Score -199938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -199938.437500 Penalty: 2401.608398
	Iteration 16Q: 3 clusters Score -199938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -199938.625000 Penalty: 2401.608398
	Iteration 17Q: 3 clusters Score -199938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199939.000000 Penalty: 2401.608398
	Iteration 18Q: 3 clusters Score -199939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199939.125000 Penalty: 2401.608398
	Iteration 19Q: 3 clusters Score -199939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -199939.656250 Penalty: 2401.608398
	Iteration 20F: 3 clusters Score -199939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199939.687500 Penalty: 2401.608398
	Iteration 21Q: 3 clusters Score -199939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199939.734375 Penalty: 2401.608398
	Iteration 22Q: 3 clusters Score -199939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199939.734375 Penalty: 2401.608398
	Iteration 23F: 3 clusters Score -199939.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -75877.250000 Penalty: 1060.078857
	Iteration 0F: 2 clusters Score -75877.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74795.820312 Penalty: 2120.157715
	Iteration 0F: 3 clusters Score -74795.82 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75198.890625 Penalty: 2120.157715
	Iteration 1F: 3 clusters Score -75198.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75453.976562 Penalty: 2120.157715
	Iteration 2F: 3 clusters Score -75453.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75553.414062 Penalty: 2120.157715
	Iteration 3F: 3 clusters Score -75553.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75610.601562 Penalty: 2120.157715
	Iteration 4Q: 3 clusters Score -75610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75657.476562 Penalty: 2120.157715
	Iteration 5Q: 3 clusters Score -75657.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75682.679688 Penalty: 2120.157715
	Iteration 6Q: 3 clusters Score -75682.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75713.078125 Penalty: 2120.157715
	Iteration 7Q: 3 clusters Score -75713.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75728.578125 Penalty: 2120.157715
	Iteration 8Q: 3 clusters Score -75728.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75745.000000 Penalty: 2120.157715
	Iteration 9Q: 3 clusters Score -75745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75754.992188 Penalty: 2120.157715
	Iteration 10Q: 3 clusters Score -75754.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75766.984375 Penalty: 2120.157715
	Iteration 11Q: 3 clusters Score -75766.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75773.304688 Penalty: 2120.157715
	Iteration 12Q: 3 clusters Score -75773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75778.648438 Penalty: 2120.157715
	Iteration 13Q: 3 clusters Score -75778.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75787.875000 Penalty: 2120.157715
	Iteration 14Q: 3 clusters Score -75787.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75794.492188 Penalty: 2120.157715
	Iteration 15Q: 3 clusters Score -75794.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75802.937500 Penalty: 2120.157715
	Iteration 16Q: 3 clusters Score -75802.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75806.531250 Penalty: 2120.157715
	Iteration 17Q: 3 clusters Score -75806.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75807.546875 Penalty: 2120.157715
	Iteration 18F: 3 clusters Score -75807.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75813.656250 Penalty: 2120.157715
	Iteration 19Q: 3 clusters Score -75813.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75815.656250 Penalty: 2120.157715
	Iteration 20F: 3 clusters Score -75815.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Entering Unmasked Estep 
Score: -11608739.000000 Penalty: 1849.012085
	Iteration 0F: 2 clusters Score -1.160874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -11558016.000000 Penalty: 3698.024170
	Iteration 0F: 3 clusters Score -1.155802e+07 nChanged 41685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11582104.000000 Penalty: 3698.024170
	Iteration 1F: 3 clusters Score -1.15821e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -11582789.000000 Penalty: 3698.024170
	Iteration 2Q: 3 clusters Score -1.158279e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -11583608.000000 Penalty: 3698.024170
	Iteration 3Q: 3 clusters Score -1.158361e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -11584969.000000 Penalty: 3698.024170
	Iteration 4Q: 3 clusters Score -1.158497e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -11587091.000000 Penalty: 3698.024170
	Iteration 5F: 3 clusters Score -1.158709e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -11590518.000000 Penalty: 3698.024170
	Iteration 6F: 3 clusters Score -1.159052e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -11595177.000000 Penalty: 3698.024170
	Iteration 7F: 3 clusters Score -1.159518e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -11599389.000000 Penalty: 3698.024170
	Iteration 8F: 3 clusters Score -1.159939e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -11602623.000000 Penalty: 3698.024170
	Iteration 9F: 3 clusters Score -1.160262e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -11604629.000000 Penalty: 3698.024170
	Iteration 10Q: 3 clusters Score -1.160463e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -11605597.000000 Penalty: 3698.024170
	Iteration 11Q: 3 clusters Score -1.16056e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -11606065.000000 Penalty: 3698.024170
	Iteration 12Q: 3 clusters Score -1.160606e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -11606479.000000 Penalty: 3698.024170
	Iteration 13Q: 3 clusters Score -1.160648e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -11606782.000000 Penalty: 3698.024170
	Iteration 14Q: 3 clusters Score -1.160678e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -11607026.000000 Penalty: 3698.024170
	Iteration 15Q: 3 clusters Score -1.160703e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -11607221.000000 Penalty: 3698.024170
	Iteration 16Q: 3 clusters Score -1.160722e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -11607416.000000 Penalty: 3698.024170
	Iteration 17Q: 3 clusters Score -1.160742e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -11607567.000000 Penalty: 3698.024170
	Iteration 18Q: 3 clusters Score -1.160757e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -11607681.000000 Penalty: 3698.024170
	Iteration 19Q: 3 clusters Score -1.160768e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -11607788.000000 Penalty: 3698.024170
	Iteration 20F: 3 clusters Score -1.160779e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -11607836.000000 Penalty: 3698.024170
	Iteration 21Q: 3 clusters Score -1.160784e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -11607880.000000 Penalty: 3698.024170
	Iteration 22Q: 3 clusters Score -1.160788e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11607869.000000 Penalty: 3698.024170
	Iteration 23Q: 3 clusters Score -1.160787e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -11607937.000000 Penalty: 3698.024170
	Iteration 24Q: 3 clusters Score -1.160794e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -11607983.000000 Penalty: 3698.024170
	Iteration 25Q: 3 clusters Score -1.160798e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -11608029.000000 Penalty: 3698.024170
	Iteration 26Q: 3 clusters Score -1.160803e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -11608034.000000 Penalty: 3698.024170
	Iteration 27Q: 3 clusters Score -1.160803e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -11608081.000000 Penalty: 3698.024170
	Iteration 28Q: 3 clusters Score -1.160808e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -11608111.000000 Penalty: 3698.024170
	Iteration 29Q: 3 clusters Score -1.160811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -11608140.000000 Penalty: 3698.024170
	Iteration 30Q: 3 clusters Score -1.160814e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -11608169.000000 Penalty: 3698.024170
	Iteration 31Q: 3 clusters Score -1.160817e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -11608190.000000 Penalty: 3698.024170
	Iteration 32Q: 3 clusters Score -1.160819e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -11608215.000000 Penalty: 3698.024170
	Iteration 33Q: 3 clusters Score -1.160822e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -11608234.000000 Penalty: 3698.024170
	Iteration 34Q: 3 clusters Score -1.160823e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -11608252.000000 Penalty: 3698.024170
	Iteration 35Q: 3 clusters Score -1.160825e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -11608259.000000 Penalty: 3698.024170
	Iteration 36Q: 3 clusters Score -1.160826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -11608254.000000 Penalty: 3698.024170
	Iteration 37Q: 3 clusters Score -1.160825e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -11608278.000000 Penalty: 3698.024170
	Iteration 38Q: 3 clusters Score -1.160828e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -11608291.000000 Penalty: 3698.024170
	Iteration 39Q: 3 clusters Score -1.160829e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -11608321.000000 Penalty: 3698.024170
	Iteration 40F: 3 clusters Score -1.160832e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -11608339.000000 Penalty: 3698.024170
	Iteration 41Q: 3 clusters Score -1.160834e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -11608363.000000 Penalty: 3698.024170
	Iteration 42Q: 3 clusters Score -1.160836e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -11608360.000000 Penalty: 3698.024170
	Iteration 43Q: 3 clusters Score -1.160836e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -11608382.000000 Penalty: 3698.024170
	Iteration 44Q: 3 clusters Score -1.160838e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -11608406.000000 Penalty: 3698.024170
	Iteration 45Q: 3 clusters Score -1.160841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -11608411.000000 Penalty: 3698.024170
	Iteration 46Q: 3 clusters Score -1.160841e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -11608446.000000 Penalty: 3698.024170
	Iteration 47Q: 3 clusters Score -1.160845e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -11608453.000000 Penalty: 3698.024170
	Iteration 48Q: 3 clusters Score -1.160845e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -11608474.000000 Penalty: 3698.024170
	Iteration 49Q: 3 clusters Score -1.160847e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -11608473.000000 Penalty: 3698.024170
	Iteration 50Q: 3 clusters Score -1.160847e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -11608501.000000 Penalty: 3698.024170
	Iteration 51Q: 3 clusters Score -1.16085e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -11608514.000000 Penalty: 3698.024170
	Iteration 52Q: 3 clusters Score -1.160851e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -11608534.000000 Penalty: 3698.024170
	Iteration 53Q: 3 clusters Score -1.160853e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -11608532.000000 Penalty: 3698.024170
	Iteration 54Q: 3 clusters Score -1.160853e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -11608557.000000 Penalty: 3698.024170
	Iteration 55Q: 3 clusters Score -1.160856e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -11608586.000000 Penalty: 3698.024170
	Iteration 56Q: 3 clusters Score -1.160859e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -11608628.000000 Penalty: 3698.024170
	Iteration 57Q: 3 clusters Score -1.160863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -11608635.000000 Penalty: 3698.024170
	Iteration 58Q: 3 clusters Score -1.160864e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -11608672.000000 Penalty: 3698.024170
	Iteration 59Q: 3 clusters Score -1.160867e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -11608708.000000 Penalty: 3698.024170
	Iteration 60F: 3 clusters Score -1.160871e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -11608743.000000 Penalty: 3698.024170
	Iteration 61Q: 3 clusters Score -1.160874e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -11608763.000000 Penalty: 3698.024170
	Iteration 62Q: 3 clusters Score -1.160876e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -11608777.000000 Penalty: 3698.024170
	Iteration 63Q: 3 clusters Score -1.160878e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -11608785.000000 Penalty: 3698.024170
	Iteration 64Q: 3 clusters Score -1.160878e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -11608805.000000 Penalty: 3698.024170
	Iteration 65Q: 3 clusters Score -1.16088e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -11608832.000000 Penalty: 3698.024170
	Iteration 66Q: 3 clusters Score -1.160883e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -11608857.000000 Penalty: 3698.024170
	Iteration 67Q: 3 clusters Score -1.160886e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -11608898.000000 Penalty: 3698.024170
	Iteration 68Q: 3 clusters Score -1.16089e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -11608929.000000 Penalty: 3698.024170
	Iteration 69Q: 3 clusters Score -1.160893e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -11608938.000000 Penalty: 3698.024170
	Iteration 70Q: 3 clusters Score -1.160894e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -11608955.000000 Penalty: 3698.024170
	Iteration 71Q: 3 clusters Score -1.160896e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -11608965.000000 Penalty: 3698.024170
	Iteration 72Q: 3 clusters Score -1.160896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -11608977.000000 Penalty: 3698.024170
	Iteration 73Q: 3 clusters Score -1.160898e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -11608989.000000 Penalty: 3698.024170
	Iteration 74Q: 3 clusters Score -1.160899e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -11608982.000000 Penalty: 3698.024170
	Iteration 75Q: 3 clusters Score -1.160898e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -11609001.000000 Penalty: 3698.024170
	Iteration 76Q: 3 clusters Score -1.1609e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -11609026.000000 Penalty: 3698.024170
	Iteration 77Q: 3 clusters Score -1.160903e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11609085.000000 Penalty: 3698.024170
	Iteration 78Q: 3 clusters Score -1.160908e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -11609087.000000 Penalty: 3698.024170
	Iteration 79Q: 3 clusters Score -1.160909e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -11609103.000000 Penalty: 3698.024170
	Iteration 80F: 3 clusters Score -1.16091e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -11609120.000000 Penalty: 3698.024170
	Iteration 81Q: 3 clusters Score -1.160912e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -11609122.000000 Penalty: 3698.024170
	Iteration 82Q: 3 clusters Score -1.160912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -11609143.000000 Penalty: 3698.024170
	Iteration 83Q: 3 clusters Score -1.160914e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -11609147.000000 Penalty: 3698.024170
	Iteration 84Q: 3 clusters Score -1.160915e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -11609160.000000 Penalty: 3698.024170
	Iteration 85Q: 3 clusters Score -1.160916e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -11609158.000000 Penalty: 3698.024170
	Iteration 86Q: 3 clusters Score -1.160916e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -11609169.000000 Penalty: 3698.024170
	Iteration 87Q: 3 clusters Score -1.160917e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -11609142.000000 Penalty: 3698.024170
	Iteration 88Q: 3 clusters Score -1.160914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -11609149.000000 Penalty: 3698.024170
	Iteration 89Q: 3 clusters Score -1.160915e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -11609149.000000 Penalty: 3698.024170
	Iteration 90Q: 3 clusters Score -1.160915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -11609152.000000 Penalty: 3698.024170
	Iteration 91Q: 3 clusters Score -1.160915e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -11609161.000000 Penalty: 3698.024170
	Iteration 92Q: 3 clusters Score -1.160916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -11609142.000000 Penalty: 3698.024170
	Iteration 93Q: 3 clusters Score -1.160914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -11609171.000000 Penalty: 3698.024170
	Iteration 94Q: 3 clusters Score -1.160917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -11609159.000000 Penalty: 3698.024170
	Iteration 95Q: 3 clusters Score -1.160916e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -11609156.000000 Penalty: 3698.024170
	Iteration 96Q: 3 clusters Score -1.160916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -11609135.000000 Penalty: 3698.024170
	Iteration 97Q: 3 clusters Score -1.160914e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -11609120.000000 Penalty: 3698.024170
	Iteration 98Q: 3 clusters Score -1.160912e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -11609151.000000 Penalty: 3698.024170
	Iteration 99Q: 3 clusters Score -1.160915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -11609153.000000 Penalty: 3698.024170
	Iteration 100F: 3 clusters Score -1.160915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -11609141.000000 Penalty: 3698.024170
	Iteration 101Q: 3 clusters Score -1.160914e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -11609119.000000 Penalty: 3698.024170
	Iteration 102Q: 3 clusters Score -1.160912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -11609122.000000 Penalty: 3698.024170
	Iteration 103Q: 3 clusters Score -1.160912e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -11609095.000000 Penalty: 3698.024170
	Iteration 104Q: 3 clusters Score -1.16091e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11609105.000000 Penalty: 3698.024170
	Iteration 105Q: 3 clusters Score -1.16091e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -11609113.000000 Penalty: 3698.024170
	Iteration 106Q: 3 clusters Score -1.160911e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -11609117.000000 Penalty: 3698.024170
	Iteration 107Q: 3 clusters Score -1.160912e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -11609132.000000 Penalty: 3698.024170
	Iteration 108Q: 3 clusters Score -1.160913e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -11609149.000000 Penalty: 3698.024170
	Iteration 109Q: 3 clusters Score -1.160915e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -11609127.000000 Penalty: 3698.024170
	Iteration 110Q: 3 clusters Score -1.160913e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -11609152.000000 Penalty: 3698.024170
	Iteration 111Q: 3 clusters Score -1.160915e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -11609157.000000 Penalty: 3698.024170
	Iteration 112Q: 3 clusters Score -1.160916e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -11609158.000000 Penalty: 3698.024170
	Iteration 113Q: 3 clusters Score -1.160916e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -11609150.000000 Penalty: 3698.024170
	Iteration 114Q: 3 clusters Score -1.160915e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -11609153.000000 Penalty: 3698.024170
	Iteration 115Q: 3 clusters Score -1.160915e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -11609130.000000 Penalty: 3698.024170
	Iteration 116Q: 3 clusters Score -1.160913e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -11609115.000000 Penalty: 3698.024170
	Iteration 117Q: 3 clusters Score -1.160912e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -11609135.000000 Penalty: 3698.024170
	Iteration 118Q: 3 clusters Score -1.160914e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -11609143.000000 Penalty: 3698.024170
	Iteration 119Q: 3 clusters Score -1.160914e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -11609132.000000 Penalty: 3698.024170
	Iteration 120F: 3 clusters Score -1.160913e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -11609101.000000 Penalty: 3698.024170
	Iteration 121Q: 3 clusters Score -1.16091e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -11609100.000000 Penalty: 3698.024170
	Iteration 122Q: 3 clusters Score -1.16091e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -11609112.000000 Penalty: 3698.024170
	Iteration 123Q: 3 clusters Score -1.160911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -11609118.000000 Penalty: 3698.024170
	Iteration 124Q: 3 clusters Score -1.160912e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -11609123.000000 Penalty: 3698.024170
	Iteration 125Q: 3 clusters Score -1.160912e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -11609121.000000 Penalty: 3698.024170
	Iteration 126Q: 3 clusters Score -1.160912e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -11609141.000000 Penalty: 3698.024170
	Iteration 127Q: 3 clusters Score -1.160914e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -11609151.000000 Penalty: 3698.024170
	Iteration 128Q: 3 clusters Score -1.160915e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -11609135.000000 Penalty: 3698.024170
	Iteration 129Q: 3 clusters Score -1.160914e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -11609158.000000 Penalty: 3698.024170
	Iteration 130Q: 3 clusters Score -1.160916e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -11609172.000000 Penalty: 3698.024170
	Iteration 131Q: 3 clusters Score -1.160917e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -11609196.000000 Penalty: 3698.024170
	Iteration 132Q: 3 clusters Score -1.16092e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -11609200.000000 Penalty: 3698.024170
	Iteration 133Q: 3 clusters Score -1.16092e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -11609217.000000 Penalty: 3698.024170
	Iteration 134Q: 3 clusters Score -1.160922e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -11609237.000000 Penalty: 3698.024170
	Iteration 135Q: 3 clusters Score -1.160924e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -11609227.000000 Penalty: 3698.024170
	Iteration 136Q: 3 clusters Score -1.160923e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -11609219.000000 Penalty: 3698.024170
	Iteration 137Q: 3 clusters Score -1.160922e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -11609267.000000 Penalty: 3698.024170
	Iteration 138Q: 3 clusters Score -1.160927e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -11609305.000000 Penalty: 3698.024170
	Iteration 139Q: 3 clusters Score -1.16093e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -11609291.000000 Penalty: 3698.024170
	Iteration 140F: 3 clusters Score -1.160929e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -11609294.000000 Penalty: 3698.024170
	Iteration 141Q: 3 clusters Score -1.160929e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -11609277.000000 Penalty: 3698.024170
	Iteration 142Q: 3 clusters Score -1.160928e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -11609304.000000 Penalty: 3698.024170
	Iteration 143Q: 3 clusters Score -1.16093e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -11609305.000000 Penalty: 3698.024170
	Iteration 144Q: 3 clusters Score -1.16093e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -11609358.000000 Penalty: 3698.024170
	Iteration 145Q: 3 clusters Score -1.160936e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -11609340.000000 Penalty: 3698.024170
	Iteration 146Q: 3 clusters Score -1.160934e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -11609345.000000 Penalty: 3698.024170
	Iteration 147Q: 3 clusters Score -1.160934e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -11609408.000000 Penalty: 3698.024170
	Iteration 148Q: 3 clusters Score -1.160941e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -11609427.000000 Penalty: 3698.024170
	Iteration 149Q: 3 clusters Score -1.160943e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -11609450.000000 Penalty: 3698.024170
	Iteration 150Q: 3 clusters Score -1.160945e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -11609427.000000 Penalty: 3698.024170
	Iteration 151Q: 3 clusters Score -1.160943e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -11609424.000000 Penalty: 3698.024170
	Iteration 152Q: 3 clusters Score -1.160942e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -11609463.000000 Penalty: 3698.024170
	Iteration 153Q: 3 clusters Score -1.160946e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -11609517.000000 Penalty: 3698.024170
	Iteration 154Q: 3 clusters Score -1.160952e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -11609520.000000 Penalty: 3698.024170
	Iteration 155Q: 3 clusters Score -1.160952e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -11609513.000000 Penalty: 3698.024170
	Iteration 156Q: 3 clusters Score -1.160951e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -11609534.000000 Penalty: 3698.024170
	Iteration 157Q: 3 clusters Score -1.160953e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -11609515.000000 Penalty: 3698.024170
	Iteration 158Q: 3 clusters Score -1.160952e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -11609535.000000 Penalty: 3698.024170
	Iteration 159Q: 3 clusters Score -1.160954e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -11609560.000000 Penalty: 3698.024170
	Iteration 160F: 3 clusters Score -1.160956e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -11609592.000000 Penalty: 3698.024170
	Iteration 161Q: 3 clusters Score -1.160959e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -11609597.000000 Penalty: 3698.024170
	Iteration 162Q: 3 clusters Score -1.16096e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -11609630.000000 Penalty: 3698.024170
	Iteration 163Q: 3 clusters Score -1.160963e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -11609613.000000 Penalty: 3698.024170
	Iteration 164Q: 3 clusters Score -1.160961e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -11609638.000000 Penalty: 3698.024170
	Iteration 165Q: 3 clusters Score -1.160964e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -11609642.000000 Penalty: 3698.024170
	Iteration 166Q: 3 clusters Score -1.160964e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -11609650.000000 Penalty: 3698.024170
	Iteration 167Q: 3 clusters Score -1.160965e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -11609680.000000 Penalty: 3698.024170
	Iteration 168Q: 3 clusters Score -1.160968e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -11609702.000000 Penalty: 3698.024170
	Iteration 169Q: 3 clusters Score -1.16097e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -11609727.000000 Penalty: 3698.024170
	Iteration 170Q: 3 clusters Score -1.160973e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -11609747.000000 Penalty: 3698.024170
	Iteration 171Q: 3 clusters Score -1.160975e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -11609766.000000 Penalty: 3698.024170
	Iteration 172Q: 3 clusters Score -1.160977e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -11609797.000000 Penalty: 3698.024170
	Iteration 173Q: 3 clusters Score -1.16098e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -11609825.000000 Penalty: 3698.024170
	Iteration 174Q: 3 clusters Score -1.160982e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -11609818.000000 Penalty: 3698.024170
	Iteration 175Q: 3 clusters Score -1.160982e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -11609844.000000 Penalty: 3698.024170
	Iteration 176Q: 3 clusters Score -1.160984e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -11609844.000000 Penalty: 3698.024170
	Iteration 177Q: 3 clusters Score -1.160984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -11609868.000000 Penalty: 3698.024170
	Iteration 178Q: 3 clusters Score -1.160987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -11609844.000000 Penalty: 3698.024170
	Iteration 179Q: 3 clusters Score -1.160984e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -11609828.000000 Penalty: 3698.024170
	Iteration 180F: 3 clusters Score -1.160983e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -11609845.000000 Penalty: 3698.024170
	Iteration 181Q: 3 clusters Score -1.160984e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -11609853.000000 Penalty: 3698.024170
	Iteration 182Q: 3 clusters Score -1.160985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -11609850.000000 Penalty: 3698.024170
	Iteration 183Q: 3 clusters Score -1.160985e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -11609848.000000 Penalty: 3698.024170
	Iteration 184Q: 3 clusters Score -1.160985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -11609837.000000 Penalty: 3698.024170
	Iteration 185Q: 3 clusters Score -1.160984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -11609822.000000 Penalty: 3698.024170
	Iteration 186Q: 3 clusters Score -1.160982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -11609856.000000 Penalty: 3698.024170
	Iteration 187Q: 3 clusters Score -1.160986e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -11609863.000000 Penalty: 3698.024170
	Iteration 188Q: 3 clusters Score -1.160986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -11609880.000000 Penalty: 3698.024170
	Iteration 189Q: 3 clusters Score -1.160988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -11609878.000000 Penalty: 3698.024170
	Iteration 190Q: 3 clusters Score -1.160988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -11609873.000000 Penalty: 3698.024170
	Iteration 191Q: 3 clusters Score -1.160987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -11609877.000000 Penalty: 3698.024170
	Iteration 192Q: 3 clusters Score -1.160988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -11609866.000000 Penalty: 3698.024170
	Iteration 193Q: 3 clusters Score -1.160987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -11609872.000000 Penalty: 3698.024170
	Iteration 194Q: 3 clusters Score -1.160987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -11609862.000000 Penalty: 3698.024170
	Iteration 195Q: 3 clusters Score -1.160986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -11609859.000000 Penalty: 3698.024170
	Iteration 196Q: 3 clusters Score -1.160986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -11609864.000000 Penalty: 3698.024170
	Iteration 197Q: 3 clusters Score -1.160986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -11609865.000000 Penalty: 3698.024170
	Iteration 198Q: 3 clusters Score -1.160986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -11609848.000000 Penalty: 3698.024170
	Iteration 199Q: 3 clusters Score -1.160985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -11609852.000000 Penalty: 3698.024170
	Iteration 200F: 3 clusters Score -1.160985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -11609853.000000 Penalty: 3698.024170
	Iteration 201Q: 3 clusters Score -1.160985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -11609854.000000 Penalty: 3698.024170
	Iteration 202Q: 3 clusters Score -1.160985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -11609833.000000 Penalty: 3698.024170
	Iteration 203Q: 3 clusters Score -1.160983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -11609846.000000 Penalty: 3698.024170
	Iteration 204Q: 3 clusters Score -1.160985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -11609835.000000 Penalty: 3698.024170
	Iteration 205Q: 3 clusters Score -1.160984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -11609843.000000 Penalty: 3698.024170
	Iteration 206Q: 3 clusters Score -1.160984e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -11609871.000000 Penalty: 3698.024170
	Iteration 207Q: 3 clusters Score -1.160987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -11609853.000000 Penalty: 3698.024170
	Iteration 208Q: 3 clusters Score -1.160985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -11609837.000000 Penalty: 3698.024170
	Iteration 209Q: 3 clusters Score -1.160984e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -11609819.000000 Penalty: 3698.024170
	Iteration 210Q: 3 clusters Score -1.160982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -11609796.000000 Penalty: 3698.024170
	Iteration 211Q: 3 clusters Score -1.16098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -11609816.000000 Penalty: 3698.024170
	Iteration 212Q: 3 clusters Score -1.160982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -11609799.000000 Penalty: 3698.024170
	Iteration 213Q: 3 clusters Score -1.16098e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -11609802.000000 Penalty: 3698.024170
	Iteration 214Q: 3 clusters Score -1.16098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -11609813.000000 Penalty: 3698.024170
	Iteration 215Q: 3 clusters Score -1.160981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -11609808.000000 Penalty: 3698.024170
	Iteration 216Q: 3 clusters Score -1.160981e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -11609802.000000 Penalty: 3698.024170
	Iteration 217Q: 3 clusters Score -1.16098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -11609793.000000 Penalty: 3698.024170
	Iteration 218Q: 3 clusters Score -1.160979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -11609780.000000 Penalty: 3698.024170
	Iteration 219Q: 3 clusters Score -1.160978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -11609791.000000 Penalty: 3698.024170
	Iteration 220F: 3 clusters Score -1.160979e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -11609797.000000 Penalty: 3698.024170
	Iteration 221Q: 3 clusters Score -1.16098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -11609809.000000 Penalty: 3698.024170
	Iteration 222Q: 3 clusters Score -1.160981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -11609806.000000 Penalty: 3698.024170
	Iteration 223Q: 3 clusters Score -1.160981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -11609807.000000 Penalty: 3698.024170
	Iteration 224Q: 3 clusters Score -1.160981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -11609816.000000 Penalty: 3698.024170
	Iteration 225Q: 3 clusters Score -1.160982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -11609801.000000 Penalty: 3698.024170
	Iteration 226Q: 3 clusters Score -1.16098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -11609810.000000 Penalty: 3698.024170
	Iteration 227Q: 3 clusters Score -1.160981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -11609789.000000 Penalty: 3698.024170
	Iteration 228Q: 3 clusters Score -1.160979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -11609788.000000 Penalty: 3698.024170
	Iteration 229Q: 3 clusters Score -1.160979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -11609805.000000 Penalty: 3698.024170
	Iteration 230Q: 3 clusters Score -1.16098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -11609810.000000 Penalty: 3698.024170
	Iteration 231Q: 3 clusters Score -1.160981e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -11609820.000000 Penalty: 3698.024170
	Iteration 232Q: 3 clusters Score -1.160982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -11609819.000000 Penalty: 3698.024170
	Iteration 233Q: 3 clusters Score -1.160982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -11609827.000000 Penalty: 3698.024170
	Iteration 234Q: 3 clusters Score -1.160983e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -11609828.000000 Penalty: 3698.024170
	Iteration 235Q: 3 clusters Score -1.160983e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -11609827.000000 Penalty: 3698.024170
	Iteration 236Q: 3 clusters Score -1.160983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -11609841.000000 Penalty: 3698.024170
	Iteration 237Q: 3 clusters Score -1.160984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -11609850.000000 Penalty: 3698.024170
	Iteration 238Q: 3 clusters Score -1.160985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -11609861.000000 Penalty: 3698.024170
	Iteration 239Q: 3 clusters Score -1.160986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -11609865.000000 Penalty: 3698.024170
	Iteration 240F: 3 clusters Score -1.160986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -11609857.000000 Penalty: 3698.024170
	Iteration 241Q: 3 clusters Score -1.160986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -11609867.000000 Penalty: 3698.024170
	Iteration 242Q: 3 clusters Score -1.160987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -11609874.000000 Penalty: 3698.024170
	Iteration 243Q: 3 clusters Score -1.160987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -11609869.000000 Penalty: 3698.024170
	Iteration 244Q: 3 clusters Score -1.160987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -11609864.000000 Penalty: 3698.024170
	Iteration 245Q: 3 clusters Score -1.160986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -11609875.000000 Penalty: 3698.024170
	Iteration 246Q: 3 clusters Score -1.160988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -11609883.000000 Penalty: 3698.024170
	Iteration 247Q: 3 clusters Score -1.160988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -11609881.000000 Penalty: 3698.024170
	Iteration 248Q: 3 clusters Score -1.160988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 249Q: 3 clusters Score -1.160988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -11609868.000000 Penalty: 3698.024170
	Iteration 250Q: 3 clusters Score -1.160987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -11609875.000000 Penalty: 3698.024170
	Iteration 251Q: 3 clusters Score -1.160988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 252Q: 3 clusters Score -1.160988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -11609864.000000 Penalty: 3698.024170
	Iteration 253Q: 3 clusters Score -1.160986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -11609867.000000 Penalty: 3698.024170
	Iteration 254Q: 3 clusters Score -1.160987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -11609853.000000 Penalty: 3698.024170
	Iteration 255Q: 3 clusters Score -1.160985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -11609853.000000 Penalty: 3698.024170
	Iteration 256Q: 3 clusters Score -1.160985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -11609851.000000 Penalty: 3698.024170
	Iteration 257Q: 3 clusters Score -1.160985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -11609860.000000 Penalty: 3698.024170
	Iteration 258Q: 3 clusters Score -1.160986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -11609866.000000 Penalty: 3698.024170
	Iteration 259Q: 3 clusters Score -1.160987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -11609856.000000 Penalty: 3698.024170
	Iteration 260F: 3 clusters Score -1.160986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -11609851.000000 Penalty: 3698.024170
	Iteration 261Q: 3 clusters Score -1.160985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -11609878.000000 Penalty: 3698.024170
	Iteration 262Q: 3 clusters Score -1.160988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -11609871.000000 Penalty: 3698.024170
	Iteration 263Q: 3 clusters Score -1.160987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 264Q: 3 clusters Score -1.160988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 265Q: 3 clusters Score -1.160988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -11609872.000000 Penalty: 3698.024170
	Iteration 266Q: 3 clusters Score -1.160987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -11609877.000000 Penalty: 3698.024170
	Iteration 267Q: 3 clusters Score -1.160988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -11609879.000000 Penalty: 3698.024170
	Iteration 268Q: 3 clusters Score -1.160988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -11609875.000000 Penalty: 3698.024170
	Iteration 269Q: 3 clusters Score -1.160988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -11609871.000000 Penalty: 3698.024170
	Iteration 270Q: 3 clusters Score -1.160987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 271Q: 3 clusters Score -1.160988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -11609875.000000 Penalty: 3698.024170
	Iteration 272Q: 3 clusters Score -1.160988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -11609879.000000 Penalty: 3698.024170
	Iteration 273Q: 3 clusters Score -1.160988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -11609883.000000 Penalty: 3698.024170
	Iteration 274Q: 3 clusters Score -1.160988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -11609876.000000 Penalty: 3698.024170
	Iteration 275Q: 3 clusters Score -1.160988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -11609874.000000 Penalty: 3698.024170
	Iteration 276Q: 3 clusters Score -1.160987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -11609879.000000 Penalty: 3698.024170
	Iteration 277Q: 3 clusters Score -1.160988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -11609891.000000 Penalty: 3698.024170
	Iteration 278Q: 3 clusters Score -1.160989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -11609903.000000 Penalty: 3698.024170
	Iteration 279Q: 3 clusters Score -1.16099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -11609908.000000 Penalty: 3698.024170
	Iteration 280F: 3 clusters Score -1.160991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -11609923.000000 Penalty: 3698.024170
	Iteration 281Q: 3 clusters Score -1.160992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -11609911.000000 Penalty: 3698.024170
	Iteration 282Q: 3 clusters Score -1.160991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -11609918.000000 Penalty: 3698.024170
	Iteration 283Q: 3 clusters Score -1.160992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -11609914.000000 Penalty: 3698.024170
	Iteration 284Q: 3 clusters Score -1.160991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -11609920.000000 Penalty: 3698.024170
	Iteration 285Q: 3 clusters Score -1.160992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -11609915.000000 Penalty: 3698.024170
	Iteration 286Q: 3 clusters Score -1.160992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -11609914.000000 Penalty: 3698.024170
	Iteration 287Q: 3 clusters Score -1.160991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -11609932.000000 Penalty: 3698.024170
	Iteration 288Q: 3 clusters Score -1.160993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -11609924.000000 Penalty: 3698.024170
	Iteration 289Q: 3 clusters Score -1.160992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -11609924.000000 Penalty: 3698.024170
	Iteration 290F: 3 clusters Score -1.160992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Entering Unmasked Estep 
Score: -85934648.000000 Penalty: 78405.640625
Splitting cluster 17 changes total score from -85928720.000000 to -85934648.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -60056.808594 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -60056.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59059.000000 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -59059 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59536.324219 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -59536.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59790.496094 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -59790.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59991.105469 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -59991.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60164.398438 Penalty: 2051.903076
	Iteration 4F: 3 clusters Score -60164.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60261.199219 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -60261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60293.671875 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -60293.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60304.820312 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -60304.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60308.968750 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -60308.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60308.968750 Penalty: 2051.903076
	Iteration 9F: 3 clusters Score -60308.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Entering Unmasked Estep 
Score: -85933688.000000 Penalty: 80583.578125
Splitting cluster 18 changes total score from -85928720.000000 to -85933688.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -70960.398438 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -70960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69749.914062 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -69749.91 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70394.492188 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -70394.49 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71049.023438 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -71049.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71499.617188 Penalty: 2168.410645
	Iteration 3F: 3 clusters Score -71499.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71713.937500 Penalty: 2168.410645
	Iteration 4F: 3 clusters Score -71713.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71796.453125 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -71796.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71839.531250 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -71839.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71902.773438 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -71902.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71936.031250 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -71936.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71949.945312 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -71949.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71958.820312 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -71958.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71959.632812 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -71959.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71959.632812 Penalty: 2168.410645
	Iteration 12F: 3 clusters Score -71959.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Entering Unmasked Estep 
Score: -85933640.000000 Penalty: 82761.507812
Splitting cluster 19 changes total score from -85928720.000000 to -85933640.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -148875.015625 Penalty: 1157.465820
	Iteration 0F: 2 clusters Score -148875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147394.250000 Penalty: 2314.931641
	Iteration 0F: 3 clusters Score -147394.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -147959.812500 Penalty: 2314.931641
	Iteration 1F: 3 clusters Score -147959.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -148209.406250 Penalty: 2314.931641
	Iteration 2F: 3 clusters Score -148209.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -148484.734375 Penalty: 2314.931641
	Iteration 3F: 3 clusters Score -148484.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -148968.593750 Penalty: 2314.931641
	Iteration 4F: 3 clusters Score -148968.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -149615.125000 Penalty: 2314.931641
	Iteration 5F: 3 clusters Score -149615.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -150400.187500 Penalty: 2314.931641
	Iteration 6F: 3 clusters Score -150400.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151200.218750 Penalty: 2314.931641
	Iteration 7Q: 3 clusters Score -151200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -151701.140625 Penalty: 2314.931641
	Iteration 8Q: 3 clusters Score -151701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -151780.781250 Penalty: 2314.931641
	Iteration 9Q: 3 clusters Score -151780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -151829.171875 Penalty: 2314.931641
	Iteration 10Q: 3 clusters Score -151829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -151864.156250 Penalty: 2314.931641
	Iteration 11Q: 3 clusters Score -151864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -151876.984375 Penalty: 2314.931641
	Iteration 12Q: 3 clusters Score -151877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -151888.953125 Penalty: 2314.931641
	Iteration 13Q: 3 clusters Score -151889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -151906.937500 Penalty: 2314.931641
	Iteration 14Q: 3 clusters Score -151906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -151909.562500 Penalty: 2314.931641
	Iteration 15Q: 3 clusters Score -151909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -151913.234375 Penalty: 2314.931641
	Iteration 16Q: 3 clusters Score -151913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -151918.703125 Penalty: 2314.931641
	Iteration 17Q: 3 clusters Score -151918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -151918.703125 Penalty: 2314.931641
	Iteration 18F: 3 clusters Score -151918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Entering Unmasked Estep 
Score: -85935672.000000 Penalty: 84939.445312
Splitting cluster 20 changes total score from -85928720.000000 to -85935672.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -2703835.500000 Penalty: 1579.741455
	Iteration 0F: 2 clusters Score -2703836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2692359.000000 Penalty: 3159.482910
	Iteration 0F: 3 clusters Score -2692359 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2696394.250000 Penalty: 3159.482910
	Iteration 1F: 3 clusters Score -2696394 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2696791.500000 Penalty: 3159.482910
	Iteration 2F: 3 clusters Score -2696792 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2697261.250000 Penalty: 3159.482910
	Iteration 3F: 3 clusters Score -2697261 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2697897.750000 Penalty: 3159.482910
	Iteration 4F: 3 clusters Score -2697898 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2698734.500000 Penalty: 3159.482910
	Iteration 5F: 3 clusters Score -2698734 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2699726.000000 Penalty: 3159.482910
	Iteration 6F: 3 clusters Score -2699726 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2700596.750000 Penalty: 3159.482910
	Iteration 7F: 3 clusters Score -2700597 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2701176.500000 Penalty: 3159.482910
	Iteration 8F: 3 clusters Score -2701176 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2701544.250000 Penalty: 3159.482910
	Iteration 9Q: 3 clusters Score -2701544 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2701796.500000 Penalty: 3159.482910
	Iteration 10Q: 3 clusters Score -2701796 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2701995.750000 Penalty: 3159.482910
	Iteration 11Q: 3 clusters Score -2701996 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2702190.500000 Penalty: 3159.482910
	Iteration 12Q: 3 clusters Score -2702190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2702327.500000 Penalty: 3159.482910
	Iteration 13Q: 3 clusters Score -2702328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2702427.750000 Penalty: 3159.482910
	Iteration 14Q: 3 clusters Score -2702428 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2702505.000000 Penalty: 3159.482910
	Iteration 15Q: 3 clusters Score -2702505 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2702586.500000 Penalty: 3159.482910
	Iteration 16Q: 3 clusters Score -2702586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2702645.250000 Penalty: 3159.482910
	Iteration 17Q: 3 clusters Score -2702645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2702691.750000 Penalty: 3159.482910
	Iteration 18Q: 3 clusters Score -2702692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2702723.000000 Penalty: 3159.482910
	Iteration 19Q: 3 clusters Score -2702723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2702734.750000 Penalty: 3159.482910
	Iteration 20F: 3 clusters Score -2702735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2702742.250000 Penalty: 3159.482910
	Iteration 21Q: 3 clusters Score -2702742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2702754.000000 Penalty: 3159.482910
	Iteration 22Q: 3 clusters Score -2702754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2702767.000000 Penalty: 3159.482910
	Iteration 23Q: 3 clusters Score -2702767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2702780.000000 Penalty: 3159.482910
	Iteration 24Q: 3 clusters Score -2702780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2702787.750000 Penalty: 3159.482910
	Iteration 25Q: 3 clusters Score -2702788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2702789.250000 Penalty: 3159.482910
	Iteration 26Q: 3 clusters Score -2702789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2702805.000000 Penalty: 3159.482910
	Iteration 27Q: 3 clusters Score -2702805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2702820.500000 Penalty: 3159.482910
	Iteration 28Q: 3 clusters Score -2702820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2702824.500000 Penalty: 3159.482910
	Iteration 29Q: 3 clusters Score -2702824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2702830.250000 Penalty: 3159.482910
	Iteration 30Q: 3 clusters Score -2702830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2702833.500000 Penalty: 3159.482910
	Iteration 31Q: 3 clusters Score -2702834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2702841.250000 Penalty: 3159.482910
	Iteration 32Q: 3 clusters Score -2702841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2702833.500000 Penalty: 3159.482910
	Iteration 33Q: 3 clusters Score -2702834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2702835.500000 Penalty: 3159.482910
	Iteration 34Q: 3 clusters Score -2702836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2702841.750000 Penalty: 3159.482910
	Iteration 35Q: 3 clusters Score -2702842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2702850.000000 Penalty: 3159.482910
	Iteration 36Q: 3 clusters Score -2702850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2702860.500000 Penalty: 3159.482910
	Iteration 37Q: 3 clusters Score -2702860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2702851.500000 Penalty: 3159.482910
	Iteration 38Q: 3 clusters Score -2702852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2702862.500000 Penalty: 3159.482910
	Iteration 39Q: 3 clusters Score -2702862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2702859.000000 Penalty: 3159.482910
	Iteration 40F: 3 clusters Score -2702859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2702862.000000 Penalty: 3159.482910
	Iteration 41Q: 3 clusters Score -2702862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2702862.250000 Penalty: 3159.482910
	Iteration 42Q: 3 clusters Score -2702862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2702871.500000 Penalty: 3159.482910
	Iteration 43Q: 3 clusters Score -2702872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2702867.750000 Penalty: 3159.482910
	Iteration 44Q: 3 clusters Score -2702868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2702878.500000 Penalty: 3159.482910
	Iteration 45Q: 3 clusters Score -2702878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2702870.750000 Penalty: 3159.482910
	Iteration 46Q: 3 clusters Score -2702871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2702870.500000 Penalty: 3159.482910
	Iteration 47Q: 3 clusters Score -2702870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2702871.000000 Penalty: 3159.482910
	Iteration 48Q: 3 clusters Score -2702871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2702871.250000 Penalty: 3159.482910
	Iteration 49Q: 3 clusters Score -2702871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2702872.250000 Penalty: 3159.482910
	Iteration 50Q: 3 clusters Score -2702872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2702877.250000 Penalty: 3159.482910
	Iteration 51Q: 3 clusters Score -2702877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2702879.750000 Penalty: 3159.482910
	Iteration 52Q: 3 clusters Score -2702880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2702879.000000 Penalty: 3159.482910
	Iteration 53Q: 3 clusters Score -2702879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2702877.000000 Penalty: 3159.482910
	Iteration 54Q: 3 clusters Score -2702877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2702878.250000 Penalty: 3159.482910
	Iteration 55Q: 3 clusters Score -2702878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2702879.250000 Penalty: 3159.482910
	Iteration 56Q: 3 clusters Score -2702879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2702878.750000 Penalty: 3159.482910
	Iteration 57Q: 3 clusters Score -2702879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2702876.750000 Penalty: 3159.482910
	Iteration 58Q: 3 clusters Score -2702877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2702876.750000 Penalty: 3159.482910
	Iteration 59F: 3 clusters Score -2702877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Entering Unmasked Estep 
Score: -3095033.250000 Penalty: 1633.035278
	Iteration 0F: 2 clusters Score -3095033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3079336.750000 Penalty: 3266.070557
	Iteration 0F: 3 clusters Score -3079337 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3084982.250000 Penalty: 3266.070557
	Iteration 1F: 3 clusters Score -3084982 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3085332.000000 Penalty: 3266.070557
	Iteration 2Q: 3 clusters Score -3085332 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3085711.750000 Penalty: 3266.070557
	Iteration 3Q: 3 clusters Score -3085712 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3086085.000000 Penalty: 3266.070557
	Iteration 4Q: 3 clusters Score -3086085 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3086542.250000 Penalty: 3266.070557
	Iteration 5Q: 3 clusters Score -3086542 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3087153.250000 Penalty: 3266.070557
	Iteration 6Q: 3 clusters Score -3087153 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3087901.000000 Penalty: 3266.070557
	Iteration 7F: 3 clusters Score -3087901 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3088782.000000 Penalty: 3266.070557
	Iteration 8F: 3 clusters Score -3088782 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3089704.250000 Penalty: 3266.070557
	Iteration 9F: 3 clusters Score -3089704 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3090549.000000 Penalty: 3266.070557
	Iteration 10Q: 3 clusters Score -3090549 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3091206.000000 Penalty: 3266.070557
	Iteration 11Q: 3 clusters Score -3091206 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3091748.750000 Penalty: 3266.070557
	Iteration 12Q: 3 clusters Score -3091749 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3092198.750000 Penalty: 3266.070557
	Iteration 13Q: 3 clusters Score -3092199 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3092540.000000 Penalty: 3266.070557
	Iteration 14Q: 3 clusters Score -3092540 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3092811.000000 Penalty: 3266.070557
	Iteration 15Q: 3 clusters Score -3092811 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3093033.250000 Penalty: 3266.070557
	Iteration 16Q: 3 clusters Score -3093033 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3093173.000000 Penalty: 3266.070557
	Iteration 17Q: 3 clusters Score -3093173 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3093306.000000 Penalty: 3266.070557
	Iteration 18Q: 3 clusters Score -3093306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3093394.500000 Penalty: 3266.070557
	Iteration 19Q: 3 clusters Score -3093394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3093445.250000 Penalty: 3266.070557
	Iteration 20F: 3 clusters Score -3093445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3093493.000000 Penalty: 3266.070557
	Iteration 21Q: 3 clusters Score -3093493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3093534.250000 Penalty: 3266.070557
	Iteration 22Q: 3 clusters Score -3093534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3093553.500000 Penalty: 3266.070557
	Iteration 23Q: 3 clusters Score -3093554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3093570.000000 Penalty: 3266.070557
	Iteration 24Q: 3 clusters Score -3093570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3093591.750000 Penalty: 3266.070557
	Iteration 25Q: 3 clusters Score -3093592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3093601.750000 Penalty: 3266.070557
	Iteration 26Q: 3 clusters Score -3093602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3093610.250000 Penalty: 3266.070557
	Iteration 27Q: 3 clusters Score -3093610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3093613.000000 Penalty: 3266.070557
	Iteration 28Q: 3 clusters Score -3093613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3093615.500000 Penalty: 3266.070557
	Iteration 29Q: 3 clusters Score -3093616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3093617.500000 Penalty: 3266.070557
	Iteration 30Q: 3 clusters Score -3093618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3093619.500000 Penalty: 3266.070557
	Iteration 31Q: 3 clusters Score -3093620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3093624.000000 Penalty: 3266.070557
	Iteration 32Q: 3 clusters Score -3093624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3093624.250000 Penalty: 3266.070557
	Iteration 33Q: 3 clusters Score -3093624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3093625.250000 Penalty: 3266.070557
	Iteration 34Q: 3 clusters Score -3093625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3093629.750000 Penalty: 3266.070557
	Iteration 35Q: 3 clusters Score -3093630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3093630.500000 Penalty: 3266.070557
	Iteration 36Q: 3 clusters Score -3093630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3093635.250000 Penalty: 3266.070557
	Iteration 37Q: 3 clusters Score -3093635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3093640.500000 Penalty: 3266.070557
	Iteration 38Q: 3 clusters Score -3093640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3093643.500000 Penalty: 3266.070557
	Iteration 39Q: 3 clusters Score -3093644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3093643.500000 Penalty: 3266.070557
	Iteration 40F: 3 clusters Score -3093644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -20959.970703 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -20959.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20119.912109 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -20119.91 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20674.199219 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -20674.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21614.365234 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -21614.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22644.328125 Penalty: 2020.396973
	Iteration 3F: 3 clusters Score -22644.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23257.828125 Penalty: 2020.396973
	Iteration 4F: 3 clusters Score -23257.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23336.097656 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -23336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23345.353516 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -23345.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23371.486328 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -23371.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23436.935547 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -23436.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23450.619141 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -23450.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23453.695312 Penalty: 2020.396973
	Iteration 10Q: 3 clusters Score -23453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23453.695312 Penalty: 2020.396973
	Iteration 11F: 3 clusters Score -23453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Entering Unmasked Estep 
Score: -85936984.000000 Penalty: 87117.382812
Splitting cluster 23 changes total score from -85928720.000000 to -85936984.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -74472.250000 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -74472.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73457.757812 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -73457.76 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73975.140625 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -73975.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74445.328125 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -74445.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74704.265625 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -74704.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74820.664062 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -74820.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74847.468750 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -74847.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74863.851562 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -74863.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74867.039062 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -74867.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74867.039062 Penalty: 2087.555176
	Iteration 8F: 3 clusters Score -74867.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 395 members 
Entering Unmasked Estep 
Score: -85936208.000000 Penalty: 89295.312500
Splitting cluster 24 changes total score from -85928720.000000 to -85936208.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -417779.062500 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -417779.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414971.750000 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -414971.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415709.156250 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -415709.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -415895.187500 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -415895.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -416002.812500 Penalty: 2622.739746
	Iteration 3F: 3 clusters Score -416002.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -416084.625000 Penalty: 2622.739746
	Iteration 4Q: 3 clusters Score -416084.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -416141.593750 Penalty: 2622.739746
	Iteration 5Q: 3 clusters Score -416141.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -416191.281250 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -416191.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416222.406250 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -416222.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -416242.468750 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -416242.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -416273.656250 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -416273.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -416304.468750 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -416304.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -416332.906250 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -416332.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -416356.781250 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -416356.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -416379.781250 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -416379.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -416406.312500 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -416406.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -416425.218750 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -416425.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -416440.718750 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -416440.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -416455.031250 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -416455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -416468.906250 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -416468.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -416478.468750 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -416478.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -416492.656250 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -416492.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -416507.656250 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -416507.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -416531.875000 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -416531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -416553.531250 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -416553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -416568.843750 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -416568.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -416586.406250 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -416586.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -416598.875000 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -416598.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -416609.750000 Penalty: 2622.739746
	Iteration 27Q: 3 clusters Score -416609.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -416620.250000 Penalty: 2622.739746
	Iteration 28Q: 3 clusters Score -416620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -416629.875000 Penalty: 2622.739746
	Iteration 29Q: 3 clusters Score -416629.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -416639.687500 Penalty: 2622.739746
	Iteration 30Q: 3 clusters Score -416639.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -416647.187500 Penalty: 2622.739746
	Iteration 31Q: 3 clusters Score -416647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -416651.656250 Penalty: 2622.739746
	Iteration 32Q: 3 clusters Score -416651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -416654.187500 Penalty: 2622.739746
	Iteration 33Q: 3 clusters Score -416654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -416657.343750 Penalty: 2622.739746
	Iteration 34Q: 3 clusters Score -416657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -416659.250000 Penalty: 2622.739746
	Iteration 35Q: 3 clusters Score -416659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -416661.593750 Penalty: 2622.739746
	Iteration 36Q: 3 clusters Score -416661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -416664.187500 Penalty: 2622.739746
	Iteration 37Q: 3 clusters Score -416664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -416666.562500 Penalty: 2622.739746
	Iteration 38Q: 3 clusters Score -416666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -416667.531250 Penalty: 2622.739746
	Iteration 39Q: 3 clusters Score -416667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -416668.656250 Penalty: 2622.739746
	Iteration 40F: 3 clusters Score -416668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -416670.656250 Penalty: 2622.739746
	Iteration 41Q: 3 clusters Score -416670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -416671.156250 Penalty: 2622.739746
	Iteration 42Q: 3 clusters Score -416671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -416673.625000 Penalty: 2622.739746
	Iteration 43Q: 3 clusters Score -416673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -416675.156250 Penalty: 2622.739746
	Iteration 44Q: 3 clusters Score -416675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -416675.656250 Penalty: 2622.739746
	Iteration 45Q: 3 clusters Score -416675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -416677.187500 Penalty: 2622.739746
	Iteration 46Q: 3 clusters Score -416677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -416676.687500 Penalty: 2622.739746
	Iteration 47Q: 3 clusters Score -416676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -416676.687500 Penalty: 2622.739746
	Iteration 48F: 3 clusters Score -416676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -1195678.000000 Penalty: 1485.288940
	Iteration 0F: 2 clusters Score -1195678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1188999.375000 Penalty: 2970.577881
	Iteration 0F: 3 clusters Score -1188999 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1191327.250000 Penalty: 2970.577881
	Iteration 1F: 3 clusters Score -1191327 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1191816.750000 Penalty: 2970.577881
	Iteration 2F: 3 clusters Score -1191817 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1192312.750000 Penalty: 2970.577881
	Iteration 3F: 3 clusters Score -1192313 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1192799.625000 Penalty: 2970.577881
	Iteration 4F: 3 clusters Score -1192800 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1193253.375000 Penalty: 2970.577881
	Iteration 5F: 3 clusters Score -1193253 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1193624.625000 Penalty: 2970.577881
	Iteration 6F: 3 clusters Score -1193625 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1193997.125000 Penalty: 2970.577881
	Iteration 7Q: 3 clusters Score -1193997 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1194417.625000 Penalty: 2970.577881
	Iteration 8Q: 3 clusters Score -1194418 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1194778.625000 Penalty: 2970.577881
	Iteration 9Q: 3 clusters Score -1194779 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1194990.375000 Penalty: 2970.577881
	Iteration 10Q: 3 clusters Score -1194990 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1195128.375000 Penalty: 2970.577881
	Iteration 11Q: 3 clusters Score -1195128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1195204.750000 Penalty: 2970.577881
	Iteration 12Q: 3 clusters Score -1195205 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1195244.125000 Penalty: 2970.577881
	Iteration 13Q: 3 clusters Score -1195244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1195287.125000 Penalty: 2970.577881
	Iteration 14Q: 3 clusters Score -1195287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1195324.000000 Penalty: 2970.577881
	Iteration 15Q: 3 clusters Score -1195324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1195358.375000 Penalty: 2970.577881
	Iteration 16Q: 3 clusters Score -1195358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1195385.000000 Penalty: 2970.577881
	Iteration 17Q: 3 clusters Score -1195385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1195399.750000 Penalty: 2970.577881
	Iteration 18Q: 3 clusters Score -1195400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1195412.250000 Penalty: 2970.577881
	Iteration 19Q: 3 clusters Score -1195412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1195426.375000 Penalty: 2970.577881
	Iteration 20F: 3 clusters Score -1195426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1195435.000000 Penalty: 2970.577881
	Iteration 21Q: 3 clusters Score -1195435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1195441.500000 Penalty: 2970.577881
	Iteration 22Q: 3 clusters Score -1195442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1195445.375000 Penalty: 2970.577881
	Iteration 23Q: 3 clusters Score -1195445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1195450.000000 Penalty: 2970.577881
	Iteration 24Q: 3 clusters Score -1195450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1195451.875000 Penalty: 2970.577881
	Iteration 25Q: 3 clusters Score -1195452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1195451.625000 Penalty: 2970.577881
	Iteration 26Q: 3 clusters Score -1195452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1195454.000000 Penalty: 2970.577881
	Iteration 27Q: 3 clusters Score -1195454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1195454.500000 Penalty: 2970.577881
	Iteration 28Q: 3 clusters Score -1195454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1195453.625000 Penalty: 2970.577881
	Iteration 29Q: 3 clusters Score -1195454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1195453.625000 Penalty: 2970.577881
	Iteration 30F: 3 clusters Score -1195454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Entering Unmasked Estep 
Score: -3188691.750000 Penalty: 1642.586182
	Iteration 0F: 2 clusters Score -3188692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3171854.750000 Penalty: 3285.172363
	Iteration 0F: 3 clusters Score -3171855 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3178286.000000 Penalty: 3285.172363
	Iteration 1F: 3 clusters Score -3178286 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3178877.250000 Penalty: 3285.172363
	Iteration 2F: 3 clusters Score -3178877 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3179533.750000 Penalty: 3285.172363
	Iteration 3F: 3 clusters Score -3179534 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3180324.500000 Penalty: 3285.172363
	Iteration 4F: 3 clusters Score -3180324 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3181407.000000 Penalty: 3285.172363
	Iteration 5F: 3 clusters Score -3181407 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3182617.500000 Penalty: 3285.172363
	Iteration 6F: 3 clusters Score -3182618 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3183748.750000 Penalty: 3285.172363
	Iteration 7F: 3 clusters Score -3183749 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3184645.500000 Penalty: 3285.172363
	Iteration 8F: 3 clusters Score -3184646 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3185258.250000 Penalty: 3285.172363
	Iteration 9Q: 3 clusters Score -3185258 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3185605.250000 Penalty: 3285.172363
	Iteration 10Q: 3 clusters Score -3185605 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3185809.250000 Penalty: 3285.172363
	Iteration 11Q: 3 clusters Score -3185809 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3185930.750000 Penalty: 3285.172363
	Iteration 12Q: 3 clusters Score -3185931 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3186032.250000 Penalty: 3285.172363
	Iteration 13Q: 3 clusters Score -3186032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3186096.250000 Penalty: 3285.172363
	Iteration 14Q: 3 clusters Score -3186096 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3186188.750000 Penalty: 3285.172363
	Iteration 15Q: 3 clusters Score -3186189 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3186228.000000 Penalty: 3285.172363
	Iteration 16Q: 3 clusters Score -3186228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3186284.000000 Penalty: 3285.172363
	Iteration 17Q: 3 clusters Score -3186284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3186304.500000 Penalty: 3285.172363
	Iteration 18Q: 3 clusters Score -3186304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3186340.000000 Penalty: 3285.172363
	Iteration 19Q: 3 clusters Score -3186340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3186370.000000 Penalty: 3285.172363
	Iteration 20F: 3 clusters Score -3186370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3186388.000000 Penalty: 3285.172363
	Iteration 21Q: 3 clusters Score -3186388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3186399.500000 Penalty: 3285.172363
	Iteration 22Q: 3 clusters Score -3186400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3186429.750000 Penalty: 3285.172363
	Iteration 23Q: 3 clusters Score -3186430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3186448.500000 Penalty: 3285.172363
	Iteration 24Q: 3 clusters Score -3186448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3186458.000000 Penalty: 3285.172363
	Iteration 25Q: 3 clusters Score -3186458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3186477.250000 Penalty: 3285.172363
	Iteration 26Q: 3 clusters Score -3186477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3186500.250000 Penalty: 3285.172363
	Iteration 27Q: 3 clusters Score -3186500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3186517.750000 Penalty: 3285.172363
	Iteration 28Q: 3 clusters Score -3186518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3186539.000000 Penalty: 3285.172363
	Iteration 29Q: 3 clusters Score -3186539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3186553.750000 Penalty: 3285.172363
	Iteration 30Q: 3 clusters Score -3186554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3186575.500000 Penalty: 3285.172363
	Iteration 31Q: 3 clusters Score -3186576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3186591.500000 Penalty: 3285.172363
	Iteration 32Q: 3 clusters Score -3186592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3186611.250000 Penalty: 3285.172363
	Iteration 33Q: 3 clusters Score -3186611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3186622.000000 Penalty: 3285.172363
	Iteration 34Q: 3 clusters Score -3186622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3186644.750000 Penalty: 3285.172363
	Iteration 35Q: 3 clusters Score -3186645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3186657.750000 Penalty: 3285.172363
	Iteration 36Q: 3 clusters Score -3186658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3186672.250000 Penalty: 3285.172363
	Iteration 37Q: 3 clusters Score -3186672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3186686.000000 Penalty: 3285.172363
	Iteration 38Q: 3 clusters Score -3186686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3186699.750000 Penalty: 3285.172363
	Iteration 39Q: 3 clusters Score -3186700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3186714.750000 Penalty: 3285.172363
	Iteration 40F: 3 clusters Score -3186715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3186706.250000 Penalty: 3285.172363
	Iteration 41Q: 3 clusters Score -3186706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3186737.500000 Penalty: 3285.172363
	Iteration 42Q: 3 clusters Score -3186738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3186747.750000 Penalty: 3285.172363
	Iteration 43Q: 3 clusters Score -3186748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3186751.500000 Penalty: 3285.172363
	Iteration 44Q: 3 clusters Score -3186752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3186767.000000 Penalty: 3285.172363
	Iteration 45Q: 3 clusters Score -3186767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3186773.250000 Penalty: 3285.172363
	Iteration 46Q: 3 clusters Score -3186773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3186786.250000 Penalty: 3285.172363
	Iteration 47Q: 3 clusters Score -3186786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3186796.000000 Penalty: 3285.172363
	Iteration 48Q: 3 clusters Score -3186796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3186811.750000 Penalty: 3285.172363
	Iteration 49Q: 3 clusters Score -3186812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3186814.000000 Penalty: 3285.172363
	Iteration 50Q: 3 clusters Score -3186814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3186821.250000 Penalty: 3285.172363
	Iteration 51Q: 3 clusters Score -3186821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3186824.000000 Penalty: 3285.172363
	Iteration 52Q: 3 clusters Score -3186824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3186825.500000 Penalty: 3285.172363
	Iteration 53Q: 3 clusters Score -3186826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3186832.750000 Penalty: 3285.172363
	Iteration 54Q: 3 clusters Score -3186833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3186836.500000 Penalty: 3285.172363
	Iteration 55Q: 3 clusters Score -3186836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3186837.000000 Penalty: 3285.172363
	Iteration 56Q: 3 clusters Score -3186837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3186840.000000 Penalty: 3285.172363
	Iteration 57Q: 3 clusters Score -3186840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3186849.250000 Penalty: 3285.172363
	Iteration 58Q: 3 clusters Score -3186849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3186865.500000 Penalty: 3285.172363
	Iteration 59Q: 3 clusters Score -3186866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3186877.000000 Penalty: 3285.172363
	Iteration 60F: 3 clusters Score -3186877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3186874.500000 Penalty: 3285.172363
	Iteration 61Q: 3 clusters Score -3186874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3186884.250000 Penalty: 3285.172363
	Iteration 62Q: 3 clusters Score -3186884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3186885.750000 Penalty: 3285.172363
	Iteration 63Q: 3 clusters Score -3186886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3186898.000000 Penalty: 3285.172363
	Iteration 64Q: 3 clusters Score -3186898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3186895.250000 Penalty: 3285.172363
	Iteration 65Q: 3 clusters Score -3186895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3186913.750000 Penalty: 3285.172363
	Iteration 66Q: 3 clusters Score -3186914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3186913.500000 Penalty: 3285.172363
	Iteration 67Q: 3 clusters Score -3186914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3186912.500000 Penalty: 3285.172363
	Iteration 68Q: 3 clusters Score -3186912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3186917.000000 Penalty: 3285.172363
	Iteration 69Q: 3 clusters Score -3186917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3186921.000000 Penalty: 3285.172363
	Iteration 70Q: 3 clusters Score -3186921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3186920.500000 Penalty: 3285.172363
	Iteration 71Q: 3 clusters Score -3186920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3186920.500000 Penalty: 3285.172363
	Iteration 72Q: 3 clusters Score -3186920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3186921.750000 Penalty: 3285.172363
	Iteration 73Q: 3 clusters Score -3186922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3186929.000000 Penalty: 3285.172363
	Iteration 74Q: 3 clusters Score -3186929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3186937.500000 Penalty: 3285.172363
	Iteration 75Q: 3 clusters Score -3186938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3186952.500000 Penalty: 3285.172363
	Iteration 76Q: 3 clusters Score -3186952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3186947.500000 Penalty: 3285.172363
	Iteration 77Q: 3 clusters Score -3186948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3186944.500000 Penalty: 3285.172363
	Iteration 78Q: 3 clusters Score -3186944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3186959.000000 Penalty: 3285.172363
	Iteration 79Q: 3 clusters Score -3186959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3186959.750000 Penalty: 3285.172363
	Iteration 80F: 3 clusters Score -3186960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3186956.250000 Penalty: 3285.172363
	Iteration 81Q: 3 clusters Score -3186956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3186951.000000 Penalty: 3285.172363
	Iteration 82Q: 3 clusters Score -3186951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3186949.250000 Penalty: 3285.172363
	Iteration 83Q: 3 clusters Score -3186949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3186954.500000 Penalty: 3285.172363
	Iteration 84Q: 3 clusters Score -3186954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3186971.500000 Penalty: 3285.172363
	Iteration 85Q: 3 clusters Score -3186972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3186981.750000 Penalty: 3285.172363
	Iteration 86Q: 3 clusters Score -3186982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3186983.000000 Penalty: 3285.172363
	Iteration 87Q: 3 clusters Score -3186983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3186983.500000 Penalty: 3285.172363
	Iteration 88Q: 3 clusters Score -3186984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3186981.000000 Penalty: 3285.172363
	Iteration 89Q: 3 clusters Score -3186981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3186982.250000 Penalty: 3285.172363
	Iteration 90Q: 3 clusters Score -3186982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3186984.000000 Penalty: 3285.172363
	Iteration 91Q: 3 clusters Score -3186984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3186979.000000 Penalty: 3285.172363
	Iteration 92Q: 3 clusters Score -3186979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3186982.500000 Penalty: 3285.172363
	Iteration 93Q: 3 clusters Score -3186982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3186988.500000 Penalty: 3285.172363
	Iteration 94Q: 3 clusters Score -3186988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3186990.750000 Penalty: 3285.172363
	Iteration 95Q: 3 clusters Score -3186991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3186991.000000 Penalty: 3285.172363
	Iteration 96Q: 3 clusters Score -3186991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3186991.000000 Penalty: 3285.172363
	Iteration 97Q: 3 clusters Score -3186991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3186991.000000 Penalty: 3285.172363
	Iteration 98Q: 3 clusters Score -3186991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3186995.750000 Penalty: 3285.172363
	Iteration 99Q: 3 clusters Score -3186996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3186995.250000 Penalty: 3285.172363
	Iteration 100F: 3 clusters Score -3186995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3186993.250000 Penalty: 3285.172363
	Iteration 101Q: 3 clusters Score -3186993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3186994.500000 Penalty: 3285.172363
	Iteration 102Q: 3 clusters Score -3186994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3186990.250000 Penalty: 3285.172363
	Iteration 103Q: 3 clusters Score -3186990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3186991.000000 Penalty: 3285.172363
	Iteration 104Q: 3 clusters Score -3186991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3186987.250000 Penalty: 3285.172363
	Iteration 105Q: 3 clusters Score -3186987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3186993.000000 Penalty: 3285.172363
	Iteration 106Q: 3 clusters Score -3186993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3186993.000000 Penalty: 3285.172363
	Iteration 107Q: 3 clusters Score -3186993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3186997.500000 Penalty: 3285.172363
	Iteration 108Q: 3 clusters Score -3186998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3187006.750000 Penalty: 3285.172363
	Iteration 109Q: 3 clusters Score -3187007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3187003.750000 Penalty: 3285.172363
	Iteration 110Q: 3 clusters Score -3187004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3186996.250000 Penalty: 3285.172363
	Iteration 111Q: 3 clusters Score -3186996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3186999.000000 Penalty: 3285.172363
	Iteration 112Q: 3 clusters Score -3186999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3187008.250000 Penalty: 3285.172363
	Iteration 113Q: 3 clusters Score -3187008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3187014.500000 Penalty: 3285.172363
	Iteration 114Q: 3 clusters Score -3187014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3187021.250000 Penalty: 3285.172363
	Iteration 115Q: 3 clusters Score -3187021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3187022.250000 Penalty: 3285.172363
	Iteration 116Q: 3 clusters Score -3187022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3187026.000000 Penalty: 3285.172363
	Iteration 117Q: 3 clusters Score -3187026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3187034.500000 Penalty: 3285.172363
	Iteration 118Q: 3 clusters Score -3187034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3187042.000000 Penalty: 3285.172363
	Iteration 119Q: 3 clusters Score -3187042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3187044.250000 Penalty: 3285.172363
	Iteration 120F: 3 clusters Score -3187044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3187039.000000 Penalty: 3285.172363
	Iteration 121Q: 3 clusters Score -3187039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3187047.750000 Penalty: 3285.172363
	Iteration 122Q: 3 clusters Score -3187048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3187051.500000 Penalty: 3285.172363
	Iteration 123Q: 3 clusters Score -3187052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3187045.500000 Penalty: 3285.172363
	Iteration 124Q: 3 clusters Score -3187046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3187051.500000 Penalty: 3285.172363
	Iteration 125Q: 3 clusters Score -3187052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3187044.250000 Penalty: 3285.172363
	Iteration 126Q: 3 clusters Score -3187044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3187044.500000 Penalty: 3285.172363
	Iteration 127Q: 3 clusters Score -3187044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3187056.500000 Penalty: 3285.172363
	Iteration 128Q: 3 clusters Score -3187056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3187058.750000 Penalty: 3285.172363
	Iteration 129Q: 3 clusters Score -3187059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3187059.750000 Penalty: 3285.172363
	Iteration 130Q: 3 clusters Score -3187060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3187060.500000 Penalty: 3285.172363
	Iteration 131Q: 3 clusters Score -3187060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3187055.500000 Penalty: 3285.172363
	Iteration 132Q: 3 clusters Score -3187056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3187057.000000 Penalty: 3285.172363
	Iteration 133Q: 3 clusters Score -3187057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3187061.000000 Penalty: 3285.172363
	Iteration 134Q: 3 clusters Score -3187061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3187058.000000 Penalty: 3285.172363
	Iteration 135Q: 3 clusters Score -3187058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3187055.000000 Penalty: 3285.172363
	Iteration 136Q: 3 clusters Score -3187055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3187052.750000 Penalty: 3285.172363
	Iteration 137Q: 3 clusters Score -3187053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3187058.250000 Penalty: 3285.172363
	Iteration 138Q: 3 clusters Score -3187058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3187058.000000 Penalty: 3285.172363
	Iteration 139Q: 3 clusters Score -3187058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3187062.500000 Penalty: 3285.172363
	Iteration 140F: 3 clusters Score -3187062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3187057.750000 Penalty: 3285.172363
	Iteration 141Q: 3 clusters Score -3187058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3187051.250000 Penalty: 3285.172363
	Iteration 142Q: 3 clusters Score -3187051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3187053.000000 Penalty: 3285.172363
	Iteration 143Q: 3 clusters Score -3187053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3187055.500000 Penalty: 3285.172363
	Iteration 144Q: 3 clusters Score -3187056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3187053.500000 Penalty: 3285.172363
	Iteration 145Q: 3 clusters Score -3187054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3187057.000000 Penalty: 3285.172363
	Iteration 146Q: 3 clusters Score -3187057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3187064.750000 Penalty: 3285.172363
	Iteration 147Q: 3 clusters Score -3187065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3187063.500000 Penalty: 3285.172363
	Iteration 148Q: 3 clusters Score -3187064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3187073.750000 Penalty: 3285.172363
	Iteration 149Q: 3 clusters Score -3187074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3187079.250000 Penalty: 3285.172363
	Iteration 150Q: 3 clusters Score -3187079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3187077.500000 Penalty: 3285.172363
	Iteration 151Q: 3 clusters Score -3187078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3187076.500000 Penalty: 3285.172363
	Iteration 152Q: 3 clusters Score -3187076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3187079.000000 Penalty: 3285.172363
	Iteration 153Q: 3 clusters Score -3187079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3187078.500000 Penalty: 3285.172363
	Iteration 154Q: 3 clusters Score -3187078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3187081.500000 Penalty: 3285.172363
	Iteration 155Q: 3 clusters Score -3187082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3187083.500000 Penalty: 3285.172363
	Iteration 156Q: 3 clusters Score -3187084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3187078.750000 Penalty: 3285.172363
	Iteration 157Q: 3 clusters Score -3187079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3187080.000000 Penalty: 3285.172363
	Iteration 158Q: 3 clusters Score -3187080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3187081.500000 Penalty: 3285.172363
	Iteration 159Q: 3 clusters Score -3187082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3187079.250000 Penalty: 3285.172363
	Iteration 160F: 3 clusters Score -3187079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3187079.750000 Penalty: 3285.172363
	Iteration 161Q: 3 clusters Score -3187080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3187081.500000 Penalty: 3285.172363
	Iteration 162Q: 3 clusters Score -3187082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3187084.250000 Penalty: 3285.172363
	Iteration 163Q: 3 clusters Score -3187084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3187089.250000 Penalty: 3285.172363
	Iteration 164Q: 3 clusters Score -3187089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3187088.750000 Penalty: 3285.172363
	Iteration 165Q: 3 clusters Score -3187089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3187086.750000 Penalty: 3285.172363
	Iteration 166Q: 3 clusters Score -3187087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3187082.500000 Penalty: 3285.172363
	Iteration 167Q: 3 clusters Score -3187082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3187082.250000 Penalty: 3285.172363
	Iteration 168Q: 3 clusters Score -3187082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3187083.500000 Penalty: 3285.172363
	Iteration 169Q: 3 clusters Score -3187084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3187083.500000 Penalty: 3285.172363
	Iteration 170F: 3 clusters Score -3187084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Entering Unmasked Estep 
Score: -1467020.625000 Penalty: 1518.299805
	Iteration 0F: 2 clusters Score -1467021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1459084.750000 Penalty: 3036.599609
	Iteration 0F: 3 clusters Score -1459085 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1462196.875000 Penalty: 3036.599609
	Iteration 1F: 3 clusters Score -1462197 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1463114.875000 Penalty: 3036.599609
	Iteration 2F: 3 clusters Score -1463115 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1464359.125000 Penalty: 3036.599609
	Iteration 3F: 3 clusters Score -1464359 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1465677.125000 Penalty: 3036.599609
	Iteration 4F: 3 clusters Score -1465677 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1466829.875000 Penalty: 3036.599609
	Iteration 5F: 3 clusters Score -1466830 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1467355.125000 Penalty: 3036.599609
	Iteration 6F: 3 clusters Score -1467355 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1467490.250000 Penalty: 3036.599609
	Iteration 7Q: 3 clusters Score -1467490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1467567.625000 Penalty: 3036.599609
	Iteration 8Q: 3 clusters Score -1467568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1467610.000000 Penalty: 3036.599609
	Iteration 9Q: 3 clusters Score -1467610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1467628.500000 Penalty: 3036.599609
	Iteration 10Q: 3 clusters Score -1467628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1467641.125000 Penalty: 3036.599609
	Iteration 11Q: 3 clusters Score -1467641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1467654.000000 Penalty: 3036.599609
	Iteration 12Q: 3 clusters Score -1467654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1467657.000000 Penalty: 3036.599609
	Iteration 13Q: 3 clusters Score -1467657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1467672.250000 Penalty: 3036.599609
	Iteration 14Q: 3 clusters Score -1467672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1467672.500000 Penalty: 3036.599609
	Iteration 15Q: 3 clusters Score -1467672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1467673.125000 Penalty: 3036.599609
	Iteration 16Q: 3 clusters Score -1467673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1467677.875000 Penalty: 3036.599609
	Iteration 17Q: 3 clusters Score -1467678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1467678.625000 Penalty: 3036.599609
	Iteration 18Q: 3 clusters Score -1467679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1467676.750000 Penalty: 3036.599609
	Iteration 19Q: 3 clusters Score -1467677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1467679.375000 Penalty: 3036.599609
	Iteration 20F: 3 clusters Score -1467679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1467682.625000 Penalty: 3036.599609
	Iteration 21Q: 3 clusters Score -1467683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1467684.000000 Penalty: 3036.599609
	Iteration 22Q: 3 clusters Score -1467684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1467687.000000 Penalty: 3036.599609
	Iteration 23Q: 3 clusters Score -1467687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1467690.625000 Penalty: 3036.599609
	Iteration 24Q: 3 clusters Score -1467691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1467694.500000 Penalty: 3036.599609
	Iteration 25Q: 3 clusters Score -1467694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1467692.625000 Penalty: 3036.599609
	Iteration 26Q: 3 clusters Score -1467693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1467690.500000 Penalty: 3036.599609
	Iteration 27Q: 3 clusters Score -1467690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1467693.750000 Penalty: 3036.599609
	Iteration 28Q: 3 clusters Score -1467694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1467695.375000 Penalty: 3036.599609
	Iteration 29Q: 3 clusters Score -1467695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1467695.375000 Penalty: 3036.599609
	Iteration 30F: 3 clusters Score -1467695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 395 members 
Mstep: Class 42 contains 7090 members 
Entering Unmasked Estep 
Score: -85935816.000000 Penalty: 91473.250000
Splitting cluster 28 changes total score from -85928720.000000 to -85935816.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -57935.835938 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -57935.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56925.683594 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -56925.68 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57641.855469 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -57641.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58233.691406 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -58233.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58581.984375 Penalty: 2062.331787
	Iteration 3F: 3 clusters Score -58581.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58778.765625 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -58778.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58896.035156 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -58896.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58951.613281 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -58951.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58998.480469 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -58998.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59029.921875 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -59029.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59068.906250 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -59068.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59082.441406 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -59082.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59111.375000 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -59111.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59125.730469 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -59125.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59143.257812 Penalty: 2062.331787
	Iteration 13Q: 3 clusters Score -59143.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59159.917969 Penalty: 2062.331787
	Iteration 14Q: 3 clusters Score -59159.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59175.175781 Penalty: 2062.331787
	Iteration 15Q: 3 clusters Score -59175.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59186.488281 Penalty: 2062.331787
	Iteration 16Q: 3 clusters Score -59186.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59188.898438 Penalty: 2062.331787
	Iteration 17Q: 3 clusters Score -59188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59190.398438 Penalty: 2062.331787
	Iteration 18F: 3 clusters Score -59190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59197.906250 Penalty: 2062.331787
	Iteration 19Q: 3 clusters Score -59197.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59197.906250 Penalty: 2062.331787
	Iteration 20F: 3 clusters Score -59197.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 395 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 269 members 
Entering Unmasked Estep 
Score: -85935912.000000 Penalty: 93651.179688
Splitting cluster 29 changes total score from -85928720.000000 to -85935912.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (80893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Entering Unmasked Estep 
Score: -10811963.000000 Penalty: 1836.393433
	Iteration 0F: 2 clusters Score -1.081196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -10765492.000000 Penalty: 3672.786865
	Iteration 0F: 3 clusters Score -1.076549e+07 nChanged 38348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -10787484.000000 Penalty: 3672.786865
	Iteration 1F: 3 clusters Score -1.078748e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -10788204.000000 Penalty: 3672.786865
	Iteration 2Q: 3 clusters Score -1.07882e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -10789215.000000 Penalty: 3672.786865
	Iteration 3Q: 3 clusters Score -1.078922e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -10790606.000000 Penalty: 3672.786865
	Iteration 4Q: 3 clusters Score -1.079061e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -10792393.000000 Penalty: 3672.786865
	Iteration 5F: 3 clusters Score -1.079239e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -10794807.000000 Penalty: 3672.786865
	Iteration 6F: 3 clusters Score -1.079481e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -10798036.000000 Penalty: 3672.786865
	Iteration 7F: 3 clusters Score -1.079804e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -10801540.000000 Penalty: 3672.786865
	Iteration 8F: 3 clusters Score -1.080154e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -10804912.000000 Penalty: 3672.786865
	Iteration 9F: 3 clusters Score -1.080491e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -10807437.000000 Penalty: 3672.786865
	Iteration 10Q: 3 clusters Score -1.080744e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -10808912.000000 Penalty: 3672.786865
	Iteration 11Q: 3 clusters Score -1.080891e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -10809580.000000 Penalty: 3672.786865
	Iteration 12Q: 3 clusters Score -1.080958e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -10809952.000000 Penalty: 3672.786865
	Iteration 13Q: 3 clusters Score -1.080995e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -10810283.000000 Penalty: 3672.786865
	Iteration 14Q: 3 clusters Score -1.081028e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -10810498.000000 Penalty: 3672.786865
	Iteration 15Q: 3 clusters Score -1.08105e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -10810637.000000 Penalty: 3672.786865
	Iteration 16Q: 3 clusters Score -1.081064e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -10810857.000000 Penalty: 3672.786865
	Iteration 17Q: 3 clusters Score -1.081086e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -10810988.000000 Penalty: 3672.786865
	Iteration 18Q: 3 clusters Score -1.081099e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -10811089.000000 Penalty: 3672.786865
	Iteration 19Q: 3 clusters Score -1.081109e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -10811239.000000 Penalty: 3672.786865
	Iteration 20F: 3 clusters Score -1.081124e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -10811381.000000 Penalty: 3672.786865
	Iteration 21Q: 3 clusters Score -1.081138e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -10811493.000000 Penalty: 3672.786865
	Iteration 22Q: 3 clusters Score -1.081149e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -10811578.000000 Penalty: 3672.786865
	Iteration 23Q: 3 clusters Score -1.081158e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -10811700.000000 Penalty: 3672.786865
	Iteration 24Q: 3 clusters Score -1.08117e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -10811786.000000 Penalty: 3672.786865
	Iteration 25Q: 3 clusters Score -1.081179e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -10811850.000000 Penalty: 3672.786865
	Iteration 26Q: 3 clusters Score -1.081185e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -10811874.000000 Penalty: 3672.786865
	Iteration 27Q: 3 clusters Score -1.081187e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -10811917.000000 Penalty: 3672.786865
	Iteration 28Q: 3 clusters Score -1.081192e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -10811955.000000 Penalty: 3672.786865
	Iteration 29Q: 3 clusters Score -1.081196e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -10811975.000000 Penalty: 3672.786865
	Iteration 30Q: 3 clusters Score -1.081198e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -10811978.000000 Penalty: 3672.786865
	Iteration 31Q: 3 clusters Score -1.081198e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -10811988.000000 Penalty: 3672.786865
	Iteration 32Q: 3 clusters Score -1.081199e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -10812002.000000 Penalty: 3672.786865
	Iteration 33Q: 3 clusters Score -1.0812e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -10811980.000000 Penalty: 3672.786865
	Iteration 34Q: 3 clusters Score -1.081198e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -10811947.000000 Penalty: 3672.786865
	Iteration 35Q: 3 clusters Score -1.081195e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -10811899.000000 Penalty: 3672.786865
	Iteration 36Q: 3 clusters Score -1.08119e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -10811857.000000 Penalty: 3672.786865
	Iteration 37Q: 3 clusters Score -1.081186e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -10811793.000000 Penalty: 3672.786865
	Iteration 38Q: 3 clusters Score -1.081179e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -10811748.000000 Penalty: 3672.786865
	Iteration 39Q: 3 clusters Score -1.081175e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -10811731.000000 Penalty: 3672.786865
	Iteration 40F: 3 clusters Score -1.081173e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -10811732.000000 Penalty: 3672.786865
	Iteration 41Q: 3 clusters Score -1.081173e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -10811653.000000 Penalty: 3672.786865
	Iteration 42Q: 3 clusters Score -1.081165e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -10811582.000000 Penalty: 3672.786865
	Iteration 43Q: 3 clusters Score -1.081158e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10811503.000000 Penalty: 3672.786865
	Iteration 44Q: 3 clusters Score -1.08115e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -10811404.000000 Penalty: 3672.786865
	Iteration 45Q: 3 clusters Score -1.08114e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -10811323.000000 Penalty: 3672.786865
	Iteration 46Q: 3 clusters Score -1.081132e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -10811218.000000 Penalty: 3672.786865
	Iteration 47Q: 3 clusters Score -1.081122e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -10811158.000000 Penalty: 3672.786865
	Iteration 48Q: 3 clusters Score -1.081116e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10811095.000000 Penalty: 3672.786865
	Iteration 49Q: 3 clusters Score -1.08111e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -10811078.000000 Penalty: 3672.786865
	Iteration 50Q: 3 clusters Score -1.081108e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -10811011.000000 Penalty: 3672.786865
	Iteration 51Q: 3 clusters Score -1.081101e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10811055.000000 Penalty: 3672.786865
	Iteration 52Q: 3 clusters Score -1.081106e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -10810991.000000 Penalty: 3672.786865
	Iteration 53Q: 3 clusters Score -1.081099e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10810994.000000 Penalty: 3672.786865
	Iteration 54Q: 3 clusters Score -1.081099e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -10810962.000000 Penalty: 3672.786865
	Iteration 55Q: 3 clusters Score -1.081096e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -10810940.000000 Penalty: 3672.786865
	Iteration 56Q: 3 clusters Score -1.081094e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -10810941.000000 Penalty: 3672.786865
	Iteration 57Q: 3 clusters Score -1.081094e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -10810918.000000 Penalty: 3672.786865
	Iteration 58Q: 3 clusters Score -1.081092e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -10810921.000000 Penalty: 3672.786865
	Iteration 59Q: 3 clusters Score -1.081092e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -10810922.000000 Penalty: 3672.786865
	Iteration 60F: 3 clusters Score -1.081092e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -10810944.000000 Penalty: 3672.786865
	Iteration 61Q: 3 clusters Score -1.081094e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -10810885.000000 Penalty: 3672.786865
	Iteration 62Q: 3 clusters Score -1.081088e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -10810892.000000 Penalty: 3672.786865
	Iteration 63Q: 3 clusters Score -1.081089e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -10810890.000000 Penalty: 3672.786865
	Iteration 64Q: 3 clusters Score -1.081089e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -10810861.000000 Penalty: 3672.786865
	Iteration 65Q: 3 clusters Score -1.081086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -10810866.000000 Penalty: 3672.786865
	Iteration 66Q: 3 clusters Score -1.081087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -10810855.000000 Penalty: 3672.786865
	Iteration 67Q: 3 clusters Score -1.081086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -10810877.000000 Penalty: 3672.786865
	Iteration 68Q: 3 clusters Score -1.081088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -10810862.000000 Penalty: 3672.786865
	Iteration 69Q: 3 clusters Score -1.081086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10810868.000000 Penalty: 3672.786865
	Iteration 70Q: 3 clusters Score -1.081087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -10810859.000000 Penalty: 3672.786865
	Iteration 71Q: 3 clusters Score -1.081086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -10810857.000000 Penalty: 3672.786865
	Iteration 72Q: 3 clusters Score -1.081086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10810845.000000 Penalty: 3672.786865
	Iteration 73Q: 3 clusters Score -1.081084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -10810842.000000 Penalty: 3672.786865
	Iteration 74Q: 3 clusters Score -1.081084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -10810854.000000 Penalty: 3672.786865
	Iteration 75Q: 3 clusters Score -1.081085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -10810847.000000 Penalty: 3672.786865
	Iteration 76Q: 3 clusters Score -1.081085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -10810845.000000 Penalty: 3672.786865
	Iteration 77Q: 3 clusters Score -1.081084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10810834.000000 Penalty: 3672.786865
	Iteration 78Q: 3 clusters Score -1.081083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -10810836.000000 Penalty: 3672.786865
	Iteration 79Q: 3 clusters Score -1.081084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -10810837.000000 Penalty: 3672.786865
	Iteration 80F: 3 clusters Score -1.081084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -10810840.000000 Penalty: 3672.786865
	Iteration 81Q: 3 clusters Score -1.081084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -10810825.000000 Penalty: 3672.786865
	Iteration 82Q: 3 clusters Score -1.081082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -10810833.000000 Penalty: 3672.786865
	Iteration 83Q: 3 clusters Score -1.081083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -10810835.000000 Penalty: 3672.786865
	Iteration 84Q: 3 clusters Score -1.081084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10810837.000000 Penalty: 3672.786865
	Iteration 85Q: 3 clusters Score -1.081084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -10810836.000000 Penalty: 3672.786865
	Iteration 86Q: 3 clusters Score -1.081084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -10810836.000000 Penalty: 3672.786865
	Iteration 87Q: 3 clusters Score -1.081084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10810835.000000 Penalty: 3672.786865
	Iteration 88Q: 3 clusters Score -1.081084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -10810833.000000 Penalty: 3672.786865
	Iteration 89Q: 3 clusters Score -1.081083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -10810833.000000 Penalty: 3672.786865
	Iteration 90F: 3 clusters Score -1.081083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34595.347656 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -34595.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33703.730469 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -33703.73 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34052.734375 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -34052.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34241.507812 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -34241.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34372.425781 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -34372.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34448.816406 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -34448.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34479.593750 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -34479.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34526.292969 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -34526.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34543.351562 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -34543.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34577.507812 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -34577.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34589.617188 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -34589.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34596.957031 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -34596.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34614.429688 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -34614.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34635.757812 Penalty: 1940.660156
	Iteration 12Q: 3 clusters Score -34635.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34666.593750 Penalty: 1940.660156
	Iteration 13Q: 3 clusters Score -34666.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34681.285156 Penalty: 1940.660156
	Iteration 14Q: 3 clusters Score -34681.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34691.289062 Penalty: 1940.660156
	Iteration 15F: 3 clusters Score -34691.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34782.507812 Penalty: 1940.660156
	Iteration 16Q: 3 clusters Score -34782.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34848.191406 Penalty: 1940.660156
	Iteration 17Q: 3 clusters Score -34848.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34927.621094 Penalty: 1940.660156
	Iteration 18Q: 3 clusters Score -34927.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34966.695312 Penalty: 1940.660156
	Iteration 19Q: 3 clusters Score -34966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34979.628906 Penalty: 1940.660156
	Iteration 20F: 3 clusters Score -34979.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 395 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 145 members 
Entering Unmasked Estep 
Score: -85935144.000000 Penalty: 95829.117188
Splitting cluster 31 changes total score from -85928720.000000 to -85935144.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -63342.125000 Penalty: 1095.909546
	Iteration 0F: 2 clusters Score -63342.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62172.519531 Penalty: 2191.819092
	Iteration 0F: 3 clusters Score -62172.52 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63480.320312 Penalty: 2191.819092
	Iteration 1F: 3 clusters Score -63480.32 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64619.730469 Penalty: 2191.819092
	Iteration 2F: 3 clusters Score -64619.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65191.089844 Penalty: 2191.819092
	Iteration 3F: 3 clusters Score -65191.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65314.796875 Penalty: 2191.819092
	Iteration 4Q: 3 clusters Score -65314.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65358.406250 Penalty: 2191.819092
	Iteration 5Q: 3 clusters Score -65358.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65384.437500 Penalty: 2191.819092
	Iteration 6Q: 3 clusters Score -65384.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65408.242188 Penalty: 2191.819092
	Iteration 7Q: 3 clusters Score -65408.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65437.558594 Penalty: 2191.819092
	Iteration 8Q: 3 clusters Score -65437.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65444.933594 Penalty: 2191.819092
	Iteration 9Q: 3 clusters Score -65444.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65447.753906 Penalty: 2191.819092
	Iteration 10Q: 3 clusters Score -65447.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65451.191406 Penalty: 2191.819092
	Iteration 11Q: 3 clusters Score -65451.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65451.191406 Penalty: 2191.819092
	Iteration 12F: 3 clusters Score -65451.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 64340 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 395 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 145 members 
Mstep: Class 45 contains 468 members 
Entering Unmasked Estep 
Score: -85936168.000000 Penalty: 98007.054688
Splitting cluster 32 changes total score from -85928720.000000 to -85936168.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 66864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 75990 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 105896 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 24544 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 80893 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 44. Lose 1768.833740 but Gain 2177.937500
Score: -85943432.000000 Penalty: 95829.117188
Iteration 79Q: 45 clusters Score -8.594343e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 863 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 66649 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 72237 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 76138 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 17356 members 
Mstep: Class 13 contains 29886 members 
Mstep: Class 14 contains 107807 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 26209 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 20 contains 952 members 
Mstep: Class 21 contains 16517 members 
Mstep: Class 22 contains 23050 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 222 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 9304 members 
Mstep: Class 27 contains 24764 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 356 members 
Mstep: Class 30 contains 80060 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 254 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 59888 members 
Mstep: Class 37 contains 334 members 
Mstep: Class 38 contains 326 members 
Mstep: Class 39 contains 348 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 378 members 
Mstep: Class 42 contains 6741 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 45 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948488.000000 Penalty: 95829.117188
Iteration 80F: 45 clusters Score -8.594849e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18380 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66169 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 72026 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 75905 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 17333 members 
Mstep: Class 13 contains 29741 members 
Mstep: Class 14 contains 108560 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 28263 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 16377 members 
Mstep: Class 22 contains 22841 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 9339 members 
Mstep: Class 27 contains 24527 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 377 members 
Mstep: Class 30 contains 78877 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 1342 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 737 members 
Mstep: Class 36 contains 59527 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 337 members 
Mstep: Class 39 contains 381 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 7002 members 
Mstep: Class 43 contains 273 members 
Mstep: Class 45 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950960.000000 Penalty: 95829.117188
Iteration 81Q: 45 clusters Score -8.595096e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18461 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65812 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 71910 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 75400 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 13 contains 29643 members 
Mstep: Class 14 contains 108872 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 30577 members 
Mstep: Class 18 contains 230 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 22635 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 3204 members 
Mstep: Class 26 contains 9355 members 
Mstep: Class 27 contains 24381 members 
Mstep: Class 28 contains 3906 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 77470 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 1359 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 744 members 
Mstep: Class 36 contains 59523 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 376 members 
Mstep: Class 42 contains 7133 members 
Mstep: Class 43 contains 285 members 
Mstep: Class 45 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952544.000000 Penalty: 95829.117188
Iteration 82Q: 45 clusters Score -8.595254e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18624 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65483 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 71809 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 74690 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 870 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 108780 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 598 members 
Mstep: Class 17 contains 33063 members 
Mstep: Class 18 contains 230 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 21 contains 16227 members 
Mstep: Class 22 contains 22436 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 9362 members 
Mstep: Class 27 contains 24331 members 
Mstep: Class 28 contains 3852 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 76098 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 435 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 748 members 
Mstep: Class 36 contains 59727 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 351 members 
Mstep: Class 39 contains 377 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 377 members 
Mstep: Class 42 contains 7245 members 
Mstep: Class 43 contains 289 members 
Mstep: Class 45 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954064.000000 Penalty: 95829.117188
Iteration 83Q: 45 clusters Score -8.595406e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18789 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65200 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 71690 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 73719 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 17425 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 108536 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 598 members 
Mstep: Class 17 contains 35694 members 
Mstep: Class 18 contains 234 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 16191 members 
Mstep: Class 22 contains 22242 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 9371 members 
Mstep: Class 27 contains 24318 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 74709 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 440 members 
Mstep: Class 33 contains 1379 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 754 members 
Mstep: Class 36 contains 60127 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 376 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 376 members 
Mstep: Class 42 contains 7340 members 
Mstep: Class 43 contains 292 members 
Mstep: Class 45 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955624.000000 Penalty: 95829.117188
Iteration 84Q: 45 clusters Score -8.595562e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18949 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64999 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 71563 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 72509 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 17463 members 
Mstep: Class 13 contains 29399 members 
Mstep: Class 14 contains 108089 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 598 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 16168 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 9382 members 
Mstep: Class 27 contains 24326 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 73349 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1380 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 764 members 
Mstep: Class 36 contains 60612 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 374 members 
Mstep: Class 40 contains 180 members 
Mstep: Class 41 contains 375 members 
Mstep: Class 42 contains 7437 members 
Mstep: Class 43 contains 294 members 
Mstep: Class 45 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957128.000000 Penalty: 95829.117188
Iteration 85Q: 45 clusters Score -8.595713e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64758 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 71382 members 
Mstep: Class 8 contains 1601 members 
Mstep: Class 9 contains 71152 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 17480 members 
Mstep: Class 13 contains 29311 members 
Mstep: Class 14 contains 107526 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 41438 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 16150 members 
Mstep: Class 22 contains 21981 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 9402 members 
Mstep: Class 27 contains 24341 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 72047 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 1384 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 772 members 
Mstep: Class 36 contains 61194 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 373 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7533 members 
Mstep: Class 43 contains 294 members 
Mstep: Class 45 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958376.000000 Penalty: 95829.117188
Iteration 86Q: 45 clusters Score -8.595838e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19376 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64448 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 71214 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 69597 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 17508 members 
Mstep: Class 13 contains 29234 members 
Mstep: Class 14 contains 106775 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 44521 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 16137 members 
Mstep: Class 22 contains 21863 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3132 members 
Mstep: Class 26 contains 9431 members 
Mstep: Class 27 contains 24331 members 
Mstep: Class 28 contains 3693 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 70887 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1389 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 775 members 
Mstep: Class 36 contains 61911 members 
Mstep: Class 37 contains 369 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7619 members 
Mstep: Class 43 contains 295 members 
Mstep: Class 45 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959272.000000 Penalty: 95829.117188
Iteration 87Q: 45 clusters Score -8.595927e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64155 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 71031 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 67935 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 17527 members 
Mstep: Class 13 contains 29155 members 
Mstep: Class 14 contains 105971 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 597 members 
Mstep: Class 17 contains 47742 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16123 members 
Mstep: Class 22 contains 21738 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 9442 members 
Mstep: Class 27 contains 24334 members 
Mstep: Class 28 contains 3682 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 69824 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 1393 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 779 members 
Mstep: Class 36 contains 62531 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 354 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7698 members 
Mstep: Class 43 contains 297 members 
Mstep: Class 45 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959856.000000 Penalty: 95829.117188
Iteration 88Q: 45 clusters Score -8.595986e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19877 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63931 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 70840 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 66132 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 105063 members 
Mstep: Class 15 contains 1808 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50851 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16117 members 
Mstep: Class 22 contains 21682 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3099 members 
Mstep: Class 26 contains 9456 members 
Mstep: Class 27 contains 24342 members 
Mstep: Class 28 contains 3675 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68982 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1396 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 784 members 
Mstep: Class 36 contains 63115 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7756 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960296.000000 Penalty: 95829.117188
Iteration 89Q: 45 clusters Score -8.59603e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20131 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63683 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 70610 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 64296 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 17530 members 
Mstep: Class 13 contains 29107 members 
Mstep: Class 14 contains 104074 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 53639 members 
Mstep: Class 18 contains 234 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 16110 members 
Mstep: Class 22 contains 21655 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3094 members 
Mstep: Class 26 contains 9478 members 
Mstep: Class 27 contains 24388 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68501 members 
Mstep: Class 31 contains 255 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 784 members 
Mstep: Class 36 contains 63784 members 
Mstep: Class 37 contains 364 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960648.000000 Penalty: 95829.117188
Iteration 90Q: 45 clusters Score -8.596065e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20352 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63446 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 70354 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 62507 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 29092 members 
Mstep: Class 14 contains 103064 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 56083 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 16108 members 
Mstep: Class 22 contains 21646 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 3098 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 24459 members 
Mstep: Class 28 contains 3646 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68360 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 64424 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961056.000000 Penalty: 95829.117188
Iteration 91Q: 45 clusters Score -8.596106e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20588 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63197 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 70058 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 60925 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 29075 members 
Mstep: Class 14 contains 101984 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 58128 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 21621 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 9506 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 3631 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68406 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 65173 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 355 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7882 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961368.000000 Penalty: 95829.117188
Iteration 92Q: 45 clusters Score -8.596137e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20854 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62873 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 69779 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 59715 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 17544 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 100893 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 59945 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 21630 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3143 members 
Mstep: Class 26 contains 9513 members 
Mstep: Class 27 contains 24621 members 
Mstep: Class 28 contains 3621 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68378 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1401 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 791 members 
Mstep: Class 36 contains 65877 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7914 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961824.000000 Penalty: 95829.117188
Iteration 93Q: 45 clusters Score -8.596182e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21126 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62619 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 69478 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 59007 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 29037 members 
Mstep: Class 14 contains 99640 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 61770 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 16103 members 
Mstep: Class 22 contains 21652 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 24722 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 68160 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1401 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 791 members 
Mstep: Class 36 contains 66327 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7943 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962208.000000 Penalty: 95829.117188
Iteration 94Q: 45 clusters Score -8.596221e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21402 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62378 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 58662 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 17558 members 
Mstep: Class 13 contains 29025 members 
Mstep: Class 14 contains 98407 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 63617 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 16100 members 
Mstep: Class 22 contains 21705 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3199 members 
Mstep: Class 26 contains 9520 members 
Mstep: Class 27 contains 24784 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 67801 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1401 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 791 members 
Mstep: Class 36 contains 66447 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962336.000000 Penalty: 95829.117188
Iteration 95Q: 45 clusters Score -8.596234e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21672 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62116 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 68878 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 58718 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 28997 members 
Mstep: Class 14 contains 97203 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 65459 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 16099 members 
Mstep: Class 22 contains 21763 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 9531 members 
Mstep: Class 27 contains 24863 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 67321 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 792 members 
Mstep: Class 36 contains 66316 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8009 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962368.000000 Penalty: 95829.117188
Iteration 96Q: 45 clusters Score -8.596237e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21931 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61803 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 68613 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 58991 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 17577 members 
Mstep: Class 13 contains 28957 members 
Mstep: Class 14 contains 96049 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 67356 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16100 members 
Mstep: Class 22 contains 21817 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3241 members 
Mstep: Class 26 contains 9530 members 
Mstep: Class 27 contains 24953 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 66867 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 794 members 
Mstep: Class 36 contains 65875 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8043 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962208.000000 Penalty: 95829.117188
Iteration 97Q: 45 clusters Score -8.596221e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61430 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 68350 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 59410 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 17600 members 
Mstep: Class 13 contains 28926 members 
Mstep: Class 14 contains 95034 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 69274 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21816 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 9538 members 
Mstep: Class 27 contains 25024 members 
Mstep: Class 28 contains 3567 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 66517 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 65134 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 368 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8076 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962432.000000 Penalty: 95829.117188
Iteration 98Q: 45 clusters Score -8.596243e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22380 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61156 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 68143 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 59925 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 28899 members 
Mstep: Class 14 contains 94018 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 71141 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21802 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 9547 members 
Mstep: Class 27 contains 25056 members 
Mstep: Class 28 contains 3564 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 66222 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 64220 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8098 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962408.000000 Penalty: 95829.117188
Iteration 99Q: 45 clusters Score -8.596241e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22643 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60963 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 67991 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60506 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 17664 members 
Mstep: Class 13 contains 28883 members 
Mstep: Class 14 contains 92974 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 73058 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21810 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3264 members 
Mstep: Class 26 contains 9549 members 
Mstep: Class 27 contains 25097 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 65859 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 63041 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8116 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963328.000000 Penalty: 95829.117188
Iteration 100F: 45 clusters Score -8.596333e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22907 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60702 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 67805 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60511 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 17726 members 
Mstep: Class 13 contains 28848 members 
Mstep: Class 14 contains 92013 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 76460 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21825 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 9556 members 
Mstep: Class 27 contains 25118 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 64832 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61672 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8129 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963752.000000 Penalty: 95829.117188
Iteration 101Q: 45 clusters Score -8.596375e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23111 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60492 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 67653 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60608 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 17802 members 
Mstep: Class 13 contains 28811 members 
Mstep: Class 14 contains 91174 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 79715 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21809 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3267 members 
Mstep: Class 26 contains 9562 members 
Mstep: Class 27 contains 25118 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 240 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60201 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8144 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963264.000000 Penalty: 95829.117188
Iteration 102Q: 45 clusters Score -8.596326e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23302 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60313 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 67520 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60799 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 17858 members 
Mstep: Class 13 contains 28791 members 
Mstep: Class 14 contains 90494 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82561 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21775 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 25138 members 
Mstep: Class 28 contains 3534 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62907 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58762 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8162 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961848.000000 Penalty: 95829.117188
Iteration 103Q: 45 clusters Score -8.596185e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23485 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60278 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67432 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60795 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 90002 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 84638 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21808 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3289 members 
Mstep: Class 26 contains 9586 members 
Mstep: Class 27 contains 25111 members 
Mstep: Class 28 contains 3531 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62182 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 244 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57691 members 
Mstep: Class 37 contains 374 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8183 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960296.000000 Penalty: 95829.117188
Iteration 104Q: 45 clusters Score -8.59603e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23649 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60342 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67459 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 60502 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 28762 members 
Mstep: Class 14 contains 89844 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 85841 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 21871 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 9588 members 
Mstep: Class 27 contains 25100 members 
Mstep: Class 28 contains 3525 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61737 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56935 members 
Mstep: Class 37 contains 374 members 
Mstep: Class 38 contains 359 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8203 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958720.000000 Penalty: 95829.117188
Iteration 105Q: 45 clusters Score -8.595872e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60452 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67498 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 59950 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 18065 members 
Mstep: Class 13 contains 28761 members 
Mstep: Class 14 contains 89913 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86509 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 22004 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 9596 members 
Mstep: Class 27 contains 25106 members 
Mstep: Class 28 contains 3520 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61499 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56417 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8221 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957768.000000 Penalty: 95829.117188
Iteration 106Q: 45 clusters Score -8.595777e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23911 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60503 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67544 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 59253 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18115 members 
Mstep: Class 13 contains 28765 members 
Mstep: Class 14 contains 90127 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86846 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 22203 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3309 members 
Mstep: Class 26 contains 9608 members 
Mstep: Class 27 contains 25116 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61379 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56122 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8242 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956920.000000 Penalty: 95829.117188
Iteration 107Q: 45 clusters Score -8.595692e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24042 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60537 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67594 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 58465 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 28750 members 
Mstep: Class 14 contains 90424 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86918 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 22469 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3313 members 
Mstep: Class 26 contains 9623 members 
Mstep: Class 27 contains 25144 members 
Mstep: Class 28 contains 3516 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61345 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55968 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 363 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8262 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956376.000000 Penalty: 95829.117188
Iteration 108Q: 45 clusters Score -8.595638e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24138 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60592 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67665 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 57566 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18164 members 
Mstep: Class 13 contains 28718 members 
Mstep: Class 14 contains 90763 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86901 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 22766 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3324 members 
Mstep: Class 26 contains 9636 members 
Mstep: Class 27 contains 25154 members 
Mstep: Class 28 contains 3519 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61295 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55987 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 365 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8269 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955872.000000 Penalty: 95829.117188
Iteration 109Q: 45 clusters Score -8.595587e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67756 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 56623 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18194 members 
Mstep: Class 13 contains 28713 members 
Mstep: Class 14 contains 91019 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86739 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 23140 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3338 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 25177 members 
Mstep: Class 28 contains 3514 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61229 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56143 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 368 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8275 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955448.000000 Penalty: 95829.117188
Iteration 110Q: 45 clusters Score -8.595545e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24348 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60738 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67836 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 55641 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 28701 members 
Mstep: Class 14 contains 91295 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86511 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 23591 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3510 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61191 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56325 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 368 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8280 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954952.000000 Penalty: 95829.117188
Iteration 111Q: 45 clusters Score -8.595495e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60801 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 67930 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 54699 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18281 members 
Mstep: Class 13 contains 28686 members 
Mstep: Class 14 contains 91442 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 86268 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 24061 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3365 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3507 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61160 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56533 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8286 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954320.000000 Penalty: 95829.117188
Iteration 112Q: 45 clusters Score -8.595432e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24568 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60869 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68038 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 53826 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18312 members 
Mstep: Class 13 contains 28690 members 
Mstep: Class 14 contains 91578 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 85880 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 24571 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3388 members 
Mstep: Class 26 contains 9656 members 
Mstep: Class 27 contains 25184 members 
Mstep: Class 28 contains 3505 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61180 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56723 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8292 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954048.000000 Penalty: 95829.117188
Iteration 113Q: 45 clusters Score -8.595405e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 60933 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68151 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 53017 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 28693 members 
Mstep: Class 14 contains 91683 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 85553 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 25028 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3416 members 
Mstep: Class 26 contains 9663 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61179 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 246 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56941 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953384.000000 Penalty: 95829.117188
Iteration 114Q: 45 clusters Score -8.595338e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24780 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61070 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68260 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 52292 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 28699 members 
Mstep: Class 14 contains 91681 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 85202 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 25520 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3461 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 25165 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61095 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57149 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953040.000000 Penalty: 95829.117188
Iteration 115Q: 45 clusters Score -8.595304e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24873 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68390 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 51685 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18333 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 91665 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 84767 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 26065 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 9675 members 
Mstep: Class 27 contains 25162 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61008 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57259 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8312 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952688.000000 Penalty: 95829.117188
Iteration 116Q: 45 clusters Score -8.595269e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24937 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61347 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68527 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 51204 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 91662 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 84137 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 26622 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3574 members 
Mstep: Class 26 contains 9678 members 
Mstep: Class 27 contains 25162 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57438 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8315 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952080.000000 Penalty: 95829.117188
Iteration 117Q: 45 clusters Score -8.595208e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25005 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61513 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68659 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50800 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 28766 members 
Mstep: Class 14 contains 91606 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 83473 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27209 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3621 members 
Mstep: Class 26 contains 9682 members 
Mstep: Class 27 contains 25158 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60815 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57576 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8325 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952072.000000 Penalty: 95829.117188
Iteration 118Q: 45 clusters Score -8.595207e+07 nChanged 4207
Entering ConstructFrom: 
Score: -85952072.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -65028.664062 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -65028.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63929.105469 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -63929.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64081.492188 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -64081.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64144.589844 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -64144.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64186.714844 Penalty: 2038.071289
	Iteration 3Q: 3 clusters Score -64186.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64204.324219 Penalty: 2038.071289
	Iteration 4Q: 3 clusters Score -64204.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64204.941406 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -64204.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64204.941406 Penalty: 2038.071289
	Iteration 6F: 3 clusters Score -64204.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Entering Unmasked Estep 
Score: -3290226.000000 Penalty: 1646.245728
	Iteration 0F: 2 clusters Score -3290226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3273252.000000 Penalty: 3292.491455
	Iteration 0F: 3 clusters Score -3273252 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3279526.250000 Penalty: 3292.491455
	Iteration 1F: 3 clusters Score -3279526 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3279976.750000 Penalty: 3292.491455
	Iteration 2Q: 3 clusters Score -3279977 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3280474.000000 Penalty: 3292.491455
	Iteration 3Q: 3 clusters Score -3280474 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3281168.750000 Penalty: 3292.491455
	Iteration 4F: 3 clusters Score -3281169 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3282007.000000 Penalty: 3292.491455
	Iteration 5F: 3 clusters Score -3282007 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3283056.500000 Penalty: 3292.491455
	Iteration 6F: 3 clusters Score -3283056 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3284070.000000 Penalty: 3292.491455
	Iteration 7F: 3 clusters Score -3284070 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3284990.500000 Penalty: 3292.491455
	Iteration 8F: 3 clusters Score -3284990 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3285703.750000 Penalty: 3292.491455
	Iteration 9Q: 3 clusters Score -3285704 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3286343.000000 Penalty: 3292.491455
	Iteration 10Q: 3 clusters Score -3286343 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3286980.750000 Penalty: 3292.491455
	Iteration 11Q: 3 clusters Score -3286981 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3287509.500000 Penalty: 3292.491455
	Iteration 12Q: 3 clusters Score -3287510 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3287824.250000 Penalty: 3292.491455
	Iteration 13Q: 3 clusters Score -3287824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3288055.000000 Penalty: 3292.491455
	Iteration 14Q: 3 clusters Score -3288055 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3288224.500000 Penalty: 3292.491455
	Iteration 15Q: 3 clusters Score -3288224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3288328.750000 Penalty: 3292.491455
	Iteration 16Q: 3 clusters Score -3288329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3288434.000000 Penalty: 3292.491455
	Iteration 17Q: 3 clusters Score -3288434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3288507.000000 Penalty: 3292.491455
	Iteration 18Q: 3 clusters Score -3288507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3288559.250000 Penalty: 3292.491455
	Iteration 19Q: 3 clusters Score -3288559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3288605.250000 Penalty: 3292.491455
	Iteration 20F: 3 clusters Score -3288605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3288649.750000 Penalty: 3292.491455
	Iteration 21Q: 3 clusters Score -3288650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3288675.750000 Penalty: 3292.491455
	Iteration 22Q: 3 clusters Score -3288676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3288699.500000 Penalty: 3292.491455
	Iteration 23Q: 3 clusters Score -3288700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3288725.500000 Penalty: 3292.491455
	Iteration 24Q: 3 clusters Score -3288726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3288743.750000 Penalty: 3292.491455
	Iteration 25Q: 3 clusters Score -3288744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3288770.500000 Penalty: 3292.491455
	Iteration 26Q: 3 clusters Score -3288770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3288784.500000 Penalty: 3292.491455
	Iteration 27Q: 3 clusters Score -3288784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3288800.000000 Penalty: 3292.491455
	Iteration 28Q: 3 clusters Score -3288800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3288812.500000 Penalty: 3292.491455
	Iteration 29Q: 3 clusters Score -3288812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3288818.000000 Penalty: 3292.491455
	Iteration 30Q: 3 clusters Score -3288818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3288822.750000 Penalty: 3292.491455
	Iteration 31Q: 3 clusters Score -3288823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3288832.000000 Penalty: 3292.491455
	Iteration 32Q: 3 clusters Score -3288832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3288833.750000 Penalty: 3292.491455
	Iteration 33Q: 3 clusters Score -3288834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3288846.500000 Penalty: 3292.491455
	Iteration 34Q: 3 clusters Score -3288846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3288849.750000 Penalty: 3292.491455
	Iteration 35Q: 3 clusters Score -3288850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3288862.500000 Penalty: 3292.491455
	Iteration 36Q: 3 clusters Score -3288862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3288858.500000 Penalty: 3292.491455
	Iteration 37Q: 3 clusters Score -3288858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3288869.500000 Penalty: 3292.491455
	Iteration 38Q: 3 clusters Score -3288870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3288866.750000 Penalty: 3292.491455
	Iteration 39Q: 3 clusters Score -3288867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3288869.250000 Penalty: 3292.491455
	Iteration 40F: 3 clusters Score -3288869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3288866.250000 Penalty: 3292.491455
	Iteration 41Q: 3 clusters Score -3288866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3288872.250000 Penalty: 3292.491455
	Iteration 42Q: 3 clusters Score -3288872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3288876.500000 Penalty: 3292.491455
	Iteration 43Q: 3 clusters Score -3288876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3288883.250000 Penalty: 3292.491455
	Iteration 44Q: 3 clusters Score -3288883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3288883.500000 Penalty: 3292.491455
	Iteration 45Q: 3 clusters Score -3288884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3288886.750000 Penalty: 3292.491455
	Iteration 46Q: 3 clusters Score -3288887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3288883.250000 Penalty: 3292.491455
	Iteration 47Q: 3 clusters Score -3288883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3288886.000000 Penalty: 3292.491455
	Iteration 48Q: 3 clusters Score -3288886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3288888.250000 Penalty: 3292.491455
	Iteration 49Q: 3 clusters Score -3288888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3288883.750000 Penalty: 3292.491455
	Iteration 50Q: 3 clusters Score -3288884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3288887.750000 Penalty: 3292.491455
	Iteration 51Q: 3 clusters Score -3288888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3288884.000000 Penalty: 3292.491455
	Iteration 52Q: 3 clusters Score -3288884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3288886.500000 Penalty: 3292.491455
	Iteration 53Q: 3 clusters Score -3288886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3288887.750000 Penalty: 3292.491455
	Iteration 54Q: 3 clusters Score -3288888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3288886.250000 Penalty: 3292.491455
	Iteration 55Q: 3 clusters Score -3288886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3288886.250000 Penalty: 3292.491455
	Iteration 56F: 3 clusters Score -3288886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83898.437500 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83898.44 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84461.218750 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84461.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84773.726562 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84773.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85066.281250 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -85066.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85226.554688 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -85226.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85369.789062 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -85369.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85431.101562 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85431.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85466.742188 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85466.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85498.179688 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85498.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85538.554688 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85538.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85570.007812 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85570.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85580.960938 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85580.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85588.304688 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85595.695312 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85598.898438 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85602.679688 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85602.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85605.093750 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -85605.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85606.203125 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -85606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85608.390625 Penalty: 2167.174072
	Iteration 18F: 3 clusters Score -85608.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85626.281250 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -85626.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85630.562500 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -85630.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85636.585938 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -85636.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85640.218750 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -85640.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85640.218750 Penalty: 2167.174072
	Iteration 23F: 3 clusters Score -85640.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85951072.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85952072.000000 to -85951072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69248.593750 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69248.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69420.523438 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69420.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69443.601562 Penalty: 1935.647095
	Iteration 2Q: 3 clusters Score -69443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69461.523438 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69461.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69463.937500 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69463.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69463.937500 Penalty: 1935.647095
	Iteration 5F: 3 clusters Score -69463.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Entering Unmasked Estep 
Score: -8192620.500000 Penalty: 1792.162598
	Iteration 0F: 2 clusters Score -8192620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -8152537.000000 Penalty: 3584.325195
	Iteration 0F: 3 clusters Score -8152537 nChanged 29172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -8169207.000000 Penalty: 3584.325195
	Iteration 1F: 3 clusters Score -8169207 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -8169763.500000 Penalty: 3584.325195
	Iteration 2Q: 3 clusters Score -8169764 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -8170434.500000 Penalty: 3584.325195
	Iteration 3Q: 3 clusters Score -8170434 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -8171482.000000 Penalty: 3584.325195
	Iteration 4Q: 3 clusters Score -8171482 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -8173055.500000 Penalty: 3584.325195
	Iteration 5Q: 3 clusters Score -8173056 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -8175637.500000 Penalty: 3584.325195
	Iteration 6F: 3 clusters Score -8175638 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8178973.500000 Penalty: 3584.325195
	Iteration 7F: 3 clusters Score -8178974 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8182392.500000 Penalty: 3584.325195
	Iteration 8F: 3 clusters Score -8182392 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8184639.500000 Penalty: 3584.325195
	Iteration 9F: 3 clusters Score -8184640 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8185669.500000 Penalty: 3584.325195
	Iteration 10Q: 3 clusters Score -8185670 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8186246.500000 Penalty: 3584.325195
	Iteration 11Q: 3 clusters Score -8186246 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8186644.500000 Penalty: 3584.325195
	Iteration 12Q: 3 clusters Score -8186644 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8187058.000000 Penalty: 3584.325195
	Iteration 13Q: 3 clusters Score -8187058 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8187480.500000 Penalty: 3584.325195
	Iteration 14Q: 3 clusters Score -8187480 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -8187832.000000 Penalty: 3584.325195
	Iteration 15Q: 3 clusters Score -8187832 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -8188150.000000 Penalty: 3584.325195
	Iteration 16Q: 3 clusters Score -8188150 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -8188441.500000 Penalty: 3584.325195
	Iteration 17Q: 3 clusters Score -8188442 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -8188755.000000 Penalty: 3584.325195
	Iteration 18Q: 3 clusters Score -8188755 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -8188962.000000 Penalty: 3584.325195
	Iteration 19Q: 3 clusters Score -8188962 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -8189222.000000 Penalty: 3584.325195
	Iteration 20F: 3 clusters Score -8189222 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -8189458.000000 Penalty: 3584.325195
	Iteration 21Q: 3 clusters Score -8189458 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -8189689.500000 Penalty: 3584.325195
	Iteration 22Q: 3 clusters Score -8189690 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -8189925.000000 Penalty: 3584.325195
	Iteration 23Q: 3 clusters Score -8189925 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -8190132.500000 Penalty: 3584.325195
	Iteration 24Q: 3 clusters Score -8190132 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -8190352.000000 Penalty: 3584.325195
	Iteration 25Q: 3 clusters Score -8190352 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -8190603.500000 Penalty: 3584.325195
	Iteration 26Q: 3 clusters Score -8190604 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -8190729.000000 Penalty: 3584.325195
	Iteration 27Q: 3 clusters Score -8190729 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -8190876.500000 Penalty: 3584.325195
	Iteration 28Q: 3 clusters Score -8190876 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -8191007.500000 Penalty: 3584.325195
	Iteration 29Q: 3 clusters Score -8191008 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -8191127.000000 Penalty: 3584.325195
	Iteration 30Q: 3 clusters Score -8191127 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -8191193.000000 Penalty: 3584.325195
	Iteration 31Q: 3 clusters Score -8191193 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -8191214.000000 Penalty: 3584.325195
	Iteration 32Q: 3 clusters Score -8191214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -8191317.000000 Penalty: 3584.325195
	Iteration 33Q: 3 clusters Score -8191317 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8191362.500000 Penalty: 3584.325195
	Iteration 34Q: 3 clusters Score -8191362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -8191412.500000 Penalty: 3584.325195
	Iteration 35Q: 3 clusters Score -8191412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -8191427.000000 Penalty: 3584.325195
	Iteration 36Q: 3 clusters Score -8191427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -8191461.000000 Penalty: 3584.325195
	Iteration 37Q: 3 clusters Score -8191461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -8191458.500000 Penalty: 3584.325195
	Iteration 38Q: 3 clusters Score -8191458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -8191449.000000 Penalty: 3584.325195
	Iteration 39Q: 3 clusters Score -8191449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -8191461.500000 Penalty: 3584.325195
	Iteration 40F: 3 clusters Score -8191462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -8191479.000000 Penalty: 3584.325195
	Iteration 41Q: 3 clusters Score -8191479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -8191470.000000 Penalty: 3584.325195
	Iteration 42Q: 3 clusters Score -8191470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -8191473.500000 Penalty: 3584.325195
	Iteration 43Q: 3 clusters Score -8191474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -8191477.500000 Penalty: 3584.325195
	Iteration 44Q: 3 clusters Score -8191478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -8191472.000000 Penalty: 3584.325195
	Iteration 45Q: 3 clusters Score -8191472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -8191480.500000 Penalty: 3584.325195
	Iteration 46Q: 3 clusters Score -8191480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8191478.000000 Penalty: 3584.325195
	Iteration 47Q: 3 clusters Score -8191478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -8191487.500000 Penalty: 3584.325195
	Iteration 48Q: 3 clusters Score -8191488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -8191489.500000 Penalty: 3584.325195
	Iteration 49Q: 3 clusters Score -8191490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -8191485.500000 Penalty: 3584.325195
	Iteration 50Q: 3 clusters Score -8191486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -8191486.000000 Penalty: 3584.325195
	Iteration 51Q: 3 clusters Score -8191486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -8191493.500000 Penalty: 3584.325195
	Iteration 52Q: 3 clusters Score -8191494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8191483.000000 Penalty: 3584.325195
	Iteration 53Q: 3 clusters Score -8191483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -8191492.500000 Penalty: 3584.325195
	Iteration 54Q: 3 clusters Score -8191492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -8191502.000000 Penalty: 3584.325195
	Iteration 55Q: 3 clusters Score -8191502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -8191499.000000 Penalty: 3584.325195
	Iteration 56Q: 3 clusters Score -8191499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -8191498.000000 Penalty: 3584.325195
	Iteration 57Q: 3 clusters Score -8191498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -8191509.000000 Penalty: 3584.325195
	Iteration 58Q: 3 clusters Score -8191509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -8191503.000000 Penalty: 3584.325195
	Iteration 59Q: 3 clusters Score -8191503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -8191503.000000 Penalty: 3584.325195
	Iteration 60F: 3 clusters Score -8191503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -18469.466797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -18469.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17659.013672 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17659.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17866.074219 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17866.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17952.902344 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18032.394531 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -18032.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18132.953125 Penalty: 1863.335938
	Iteration 4F: 3 clusters Score -18132.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18182.218750 Penalty: 1863.335938
	Iteration 5F: 3 clusters Score -18182.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18240.572266 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -18240.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18282.333984 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -18282.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18294.363281 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -18294.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18300.816406 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -18300.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18313.080078 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -18313.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18313.080078 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -18313.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Entering Unmasked Estep 
Score: -9077805.000000 Penalty: 1809.941406
	Iteration 0F: 2 clusters Score -9077805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -9034963.000000 Penalty: 3619.882812
	Iteration 0F: 3 clusters Score -9034963 nChanged 32654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -9054362.000000 Penalty: 3619.882812
	Iteration 1F: 3 clusters Score -9054362 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -9055584.000000 Penalty: 3619.882812
	Iteration 2Q: 3 clusters Score -9055584 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -9056868.000000 Penalty: 3619.882812
	Iteration 3Q: 3 clusters Score -9056868 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -9058312.000000 Penalty: 3619.882812
	Iteration 4Q: 3 clusters Score -9058312 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -9059723.000000 Penalty: 3619.882812
	Iteration 5Q: 3 clusters Score -9059723 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -9061198.000000 Penalty: 3619.882812
	Iteration 6Q: 3 clusters Score -9061198 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -9062950.000000 Penalty: 3619.882812
	Iteration 7F: 3 clusters Score -9062950 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -9065077.000000 Penalty: 3619.882812
	Iteration 8F: 3 clusters Score -9065077 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -9067223.000000 Penalty: 3619.882812
	Iteration 9F: 3 clusters Score -9067223 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -9068886.000000 Penalty: 3619.882812
	Iteration 10Q: 3 clusters Score -9068886 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -9069845.000000 Penalty: 3619.882812
	Iteration 11Q: 3 clusters Score -9069845 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -9070194.000000 Penalty: 3619.882812
	Iteration 12Q: 3 clusters Score -9070194 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -9070368.000000 Penalty: 3619.882812
	Iteration 13Q: 3 clusters Score -9070368 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -9070485.000000 Penalty: 3619.882812
	Iteration 14Q: 3 clusters Score -9070485 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -9070563.000000 Penalty: 3619.882812
	Iteration 15Q: 3 clusters Score -9070563 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -9070640.000000 Penalty: 3619.882812
	Iteration 16Q: 3 clusters Score -9070640 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9070687.000000 Penalty: 3619.882812
	Iteration 17Q: 3 clusters Score -9070687 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -9070712.000000 Penalty: 3619.882812
	Iteration 18Q: 3 clusters Score -9070712 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -9070790.000000 Penalty: 3619.882812
	Iteration 19Q: 3 clusters Score -9070790 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -9070790.000000 Penalty: 3619.882812
	Iteration 20F: 3 clusters Score -9070790 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -9070807.000000 Penalty: 3619.882812
	Iteration 21Q: 3 clusters Score -9070807 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9070891.000000 Penalty: 3619.882812
	Iteration 22Q: 3 clusters Score -9070891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -9070949.000000 Penalty: 3619.882812
	Iteration 23Q: 3 clusters Score -9070949 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9070968.000000 Penalty: 3619.882812
	Iteration 24Q: 3 clusters Score -9070968 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -9070989.000000 Penalty: 3619.882812
	Iteration 25Q: 3 clusters Score -9070989 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -9071012.000000 Penalty: 3619.882812
	Iteration 26Q: 3 clusters Score -9071012 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9071028.000000 Penalty: 3619.882812
	Iteration 27Q: 3 clusters Score -9071028 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9071064.000000 Penalty: 3619.882812
	Iteration 28Q: 3 clusters Score -9071064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9071109.000000 Penalty: 3619.882812
	Iteration 29Q: 3 clusters Score -9071109 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -9071133.000000 Penalty: 3619.882812
	Iteration 30Q: 3 clusters Score -9071133 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -9071157.000000 Penalty: 3619.882812
	Iteration 31Q: 3 clusters Score -9071157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -9071192.000000 Penalty: 3619.882812
	Iteration 32Q: 3 clusters Score -9071192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9071223.000000 Penalty: 3619.882812
	Iteration 33Q: 3 clusters Score -9071223 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9071267.000000 Penalty: 3619.882812
	Iteration 34Q: 3 clusters Score -9071267 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9071315.000000 Penalty: 3619.882812
	Iteration 35Q: 3 clusters Score -9071315 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -9071349.000000 Penalty: 3619.882812
	Iteration 36Q: 3 clusters Score -9071349 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9071363.000000 Penalty: 3619.882812
	Iteration 37Q: 3 clusters Score -9071363 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -9071395.000000 Penalty: 3619.882812
	Iteration 38Q: 3 clusters Score -9071395 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -9071434.000000 Penalty: 3619.882812
	Iteration 39Q: 3 clusters Score -9071434 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -9071493.000000 Penalty: 3619.882812
	Iteration 40F: 3 clusters Score -9071493 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -9071498.000000 Penalty: 3619.882812
	Iteration 41Q: 3 clusters Score -9071498 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -9071511.000000 Penalty: 3619.882812
	Iteration 42Q: 3 clusters Score -9071511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -9071527.000000 Penalty: 3619.882812
	Iteration 43Q: 3 clusters Score -9071527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9071571.000000 Penalty: 3619.882812
	Iteration 44Q: 3 clusters Score -9071571 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -9071608.000000 Penalty: 3619.882812
	Iteration 45Q: 3 clusters Score -9071608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -9071649.000000 Penalty: 3619.882812
	Iteration 46Q: 3 clusters Score -9071649 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -9071701.000000 Penalty: 3619.882812
	Iteration 47Q: 3 clusters Score -9071701 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -9071726.000000 Penalty: 3619.882812
	Iteration 48Q: 3 clusters Score -9071726 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -9071757.000000 Penalty: 3619.882812
	Iteration 49Q: 3 clusters Score -9071757 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -9071823.000000 Penalty: 3619.882812
	Iteration 50Q: 3 clusters Score -9071823 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -9071880.000000 Penalty: 3619.882812
	Iteration 51Q: 3 clusters Score -9071880 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -9071950.000000 Penalty: 3619.882812
	Iteration 52Q: 3 clusters Score -9071950 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -9072038.000000 Penalty: 3619.882812
	Iteration 53Q: 3 clusters Score -9072038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -9072072.000000 Penalty: 3619.882812
	Iteration 54Q: 3 clusters Score -9072072 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -9072182.000000 Penalty: 3619.882812
	Iteration 55Q: 3 clusters Score -9072182 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -9072219.000000 Penalty: 3619.882812
	Iteration 56Q: 3 clusters Score -9072219 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9072278.000000 Penalty: 3619.882812
	Iteration 57Q: 3 clusters Score -9072278 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -9072315.000000 Penalty: 3619.882812
	Iteration 58Q: 3 clusters Score -9072315 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -9072382.000000 Penalty: 3619.882812
	Iteration 59Q: 3 clusters Score -9072382 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -9072543.000000 Penalty: 3619.882812
	Iteration 60F: 3 clusters Score -9072543 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -9072625.000000 Penalty: 3619.882812
	Iteration 61Q: 3 clusters Score -9072625 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -9072770.000000 Penalty: 3619.882812
	Iteration 62Q: 3 clusters Score -9072770 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9072905.000000 Penalty: 3619.882812
	Iteration 63Q: 3 clusters Score -9072905 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9073038.000000 Penalty: 3619.882812
	Iteration 64Q: 3 clusters Score -9073038 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -9073143.000000 Penalty: 3619.882812
	Iteration 65Q: 3 clusters Score -9073143 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9073238.000000 Penalty: 3619.882812
	Iteration 66Q: 3 clusters Score -9073238 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -9073455.000000 Penalty: 3619.882812
	Iteration 67Q: 3 clusters Score -9073455 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -9073620.000000 Penalty: 3619.882812
	Iteration 68Q: 3 clusters Score -9073620 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -9073783.000000 Penalty: 3619.882812
	Iteration 69Q: 3 clusters Score -9073783 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -9073944.000000 Penalty: 3619.882812
	Iteration 70Q: 3 clusters Score -9073944 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -9074128.000000 Penalty: 3619.882812
	Iteration 71Q: 3 clusters Score -9074128 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -9074323.000000 Penalty: 3619.882812
	Iteration 72Q: 3 clusters Score -9074323 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -9074505.000000 Penalty: 3619.882812
	Iteration 73Q: 3 clusters Score -9074505 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -9074789.000000 Penalty: 3619.882812
	Iteration 74Q: 3 clusters Score -9074789 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -9075087.000000 Penalty: 3619.882812
	Iteration 75Q: 3 clusters Score -9075087 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -9075419.000000 Penalty: 3619.882812
	Iteration 76Q: 3 clusters Score -9075419 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -9075706.000000 Penalty: 3619.882812
	Iteration 77Q: 3 clusters Score -9075706 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -9075952.000000 Penalty: 3619.882812
	Iteration 78Q: 3 clusters Score -9075952 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -9076183.000000 Penalty: 3619.882812
	Iteration 79Q: 3 clusters Score -9076183 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -9076505.000000 Penalty: 3619.882812
	Iteration 80F: 3 clusters Score -9076505 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -9076784.000000 Penalty: 3619.882812
	Iteration 81Q: 3 clusters Score -9076784 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -9076981.000000 Penalty: 3619.882812
	Iteration 82Q: 3 clusters Score -9076981 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -9077237.000000 Penalty: 3619.882812
	Iteration 83Q: 3 clusters Score -9077237 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -9077400.000000 Penalty: 3619.882812
	Iteration 84Q: 3 clusters Score -9077400 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -9077475.000000 Penalty: 3619.882812
	Iteration 85Q: 3 clusters Score -9077475 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -9077542.000000 Penalty: 3619.882812
	Iteration 86Q: 3 clusters Score -9077542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -9077574.000000 Penalty: 3619.882812
	Iteration 87Q: 3 clusters Score -9077574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -9077595.000000 Penalty: 3619.882812
	Iteration 88Q: 3 clusters Score -9077595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -9077600.000000 Penalty: 3619.882812
	Iteration 89Q: 3 clusters Score -9077600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -9077594.000000 Penalty: 3619.882812
	Iteration 90Q: 3 clusters Score -9077594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -9077587.000000 Penalty: 3619.882812
	Iteration 91Q: 3 clusters Score -9077587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -9077595.000000 Penalty: 3619.882812
	Iteration 92Q: 3 clusters Score -9077595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -9077583.000000 Penalty: 3619.882812
	Iteration 93Q: 3 clusters Score -9077583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -9077590.000000 Penalty: 3619.882812
	Iteration 94Q: 3 clusters Score -9077590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -9077588.000000 Penalty: 3619.882812
	Iteration 95Q: 3 clusters Score -9077588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -9077577.000000 Penalty: 3619.882812
	Iteration 96Q: 3 clusters Score -9077577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -9077577.000000 Penalty: 3619.882812
	Iteration 97Q: 3 clusters Score -9077577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -9077586.000000 Penalty: 3619.882812
	Iteration 98Q: 3 clusters Score -9077586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -9077579.000000 Penalty: 3619.882812
	Iteration 99Q: 3 clusters Score -9077579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -9077581.000000 Penalty: 3619.882812
	Iteration 100F: 3 clusters Score -9077581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -9077580.000000 Penalty: 3619.882812
	Iteration 101Q: 3 clusters Score -9077580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -9077580.000000 Penalty: 3619.882812
	Iteration 102Q: 3 clusters Score -9077580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -9077584.000000 Penalty: 3619.882812
	Iteration 103Q: 3 clusters Score -9077584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -9077583.000000 Penalty: 3619.882812
	Iteration 104Q: 3 clusters Score -9077583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -9077584.000000 Penalty: 3619.882812
	Iteration 105Q: 3 clusters Score -9077584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -9077575.000000 Penalty: 3619.882812
	Iteration 106Q: 3 clusters Score -9077575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -9077577.000000 Penalty: 3619.882812
	Iteration 107Q: 3 clusters Score -9077577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -9077581.000000 Penalty: 3619.882812
	Iteration 108Q: 3 clusters Score -9077581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -9077581.000000 Penalty: 3619.882812
	Iteration 109Q: 3 clusters Score -9077581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -9077578.000000 Penalty: 3619.882812
	Iteration 110Q: 3 clusters Score -9077578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -9077583.000000 Penalty: 3619.882812
	Iteration 111Q: 3 clusters Score -9077583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -9077569.000000 Penalty: 3619.882812
	Iteration 112Q: 3 clusters Score -9077569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -9077569.000000 Penalty: 3619.882812
	Iteration 113Q: 3 clusters Score -9077569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -9077573.000000 Penalty: 3619.882812
	Iteration 114Q: 3 clusters Score -9077573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -9077569.000000 Penalty: 3619.882812
	Iteration 115Q: 3 clusters Score -9077569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -9077571.000000 Penalty: 3619.882812
	Iteration 116Q: 3 clusters Score -9077571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -9077571.000000 Penalty: 3619.882812
	Iteration 117Q: 3 clusters Score -9077571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -9077572.000000 Penalty: 3619.882812
	Iteration 118Q: 3 clusters Score -9077572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -9077574.000000 Penalty: 3619.882812
	Iteration 119Q: 3 clusters Score -9077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -9077575.000000 Penalty: 3619.882812
	Iteration 120F: 3 clusters Score -9077575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -9077572.000000 Penalty: 3619.882812
	Iteration 121Q: 3 clusters Score -9077572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -9077572.000000 Penalty: 3619.882812
	Iteration 122F: 3 clusters Score -9077572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -245100.156250 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -245100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -243311.406250 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -243311.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243866.250000 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -243866.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244171.843750 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -244171.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -244453.984375 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -244454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -244680.984375 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -244681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -244824.750000 Penalty: 2400.804199
	Iteration 5F: 3 clusters Score -244824.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -244886.093750 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -244886.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -244928.390625 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -244928.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -244956.828125 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -244956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -244981.734375 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -244981.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -244993.328125 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -244993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -245002.015625 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -245002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -245004.906250 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -245004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -245006.375000 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -245006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -245007.062500 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -245007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -245007.062500 Penalty: 2400.804199
	Iteration 15F: 3 clusters Score -245007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Entering Unmasked Estep 
Score: -6688345.500000 Penalty: 1759.637695
	Iteration 0F: 2 clusters Score -6688346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6655121.500000 Penalty: 3519.275391
	Iteration 0F: 3 clusters Score -6655122 nChanged 23481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6668651.500000 Penalty: 3519.275391
	Iteration 1F: 3 clusters Score -6668652 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6669319.500000 Penalty: 3519.275391
	Iteration 2Q: 3 clusters Score -6669320 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -6669996.000000 Penalty: 3519.275391
	Iteration 3Q: 3 clusters Score -6669996 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6670798.000000 Penalty: 3519.275391
	Iteration 4Q: 3 clusters Score -6670798 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -6671694.000000 Penalty: 3519.275391
	Iteration 5Q: 3 clusters Score -6671694 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6672781.000000 Penalty: 3519.275391
	Iteration 6Q: 3 clusters Score -6672781 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -6674045.000000 Penalty: 3519.275391
	Iteration 7Q: 3 clusters Score -6674045 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -6675543.500000 Penalty: 3519.275391
	Iteration 8Q: 3 clusters Score -6675544 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6677212.500000 Penalty: 3519.275391
	Iteration 9Q: 3 clusters Score -6677212 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -6678845.500000 Penalty: 3519.275391
	Iteration 10Q: 3 clusters Score -6678846 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -6680109.000000 Penalty: 3519.275391
	Iteration 11Q: 3 clusters Score -6680109 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -6680857.500000 Penalty: 3519.275391
	Iteration 12Q: 3 clusters Score -6680858 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -6681284.500000 Penalty: 3519.275391
	Iteration 13Q: 3 clusters Score -6681284 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -6681566.000000 Penalty: 3519.275391
	Iteration 14Q: 3 clusters Score -6681566 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -6681814.000000 Penalty: 3519.275391
	Iteration 15Q: 3 clusters Score -6681814 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -6682068.000000 Penalty: 3519.275391
	Iteration 16Q: 3 clusters Score -6682068 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6682296.500000 Penalty: 3519.275391
	Iteration 17Q: 3 clusters Score -6682296 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -6682538.000000 Penalty: 3519.275391
	Iteration 18Q: 3 clusters Score -6682538 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -6682770.000000 Penalty: 3519.275391
	Iteration 19Q: 3 clusters Score -6682770 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6682992.000000 Penalty: 3519.275391
	Iteration 20F: 3 clusters Score -6682992 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6683279.500000 Penalty: 3519.275391
	Iteration 21Q: 3 clusters Score -6683280 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -6683541.500000 Penalty: 3519.275391
	Iteration 22Q: 3 clusters Score -6683542 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -6683826.500000 Penalty: 3519.275391
	Iteration 23Q: 3 clusters Score -6683826 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6684123.000000 Penalty: 3519.275391
	Iteration 24Q: 3 clusters Score -6684123 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -6684428.000000 Penalty: 3519.275391
	Iteration 25Q: 3 clusters Score -6684428 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6684791.000000 Penalty: 3519.275391
	Iteration 26Q: 3 clusters Score -6684791 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -6685101.000000 Penalty: 3519.275391
	Iteration 27Q: 3 clusters Score -6685101 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6685438.000000 Penalty: 3519.275391
	Iteration 28Q: 3 clusters Score -6685438 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -6685741.500000 Penalty: 3519.275391
	Iteration 29Q: 3 clusters Score -6685742 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -6685963.500000 Penalty: 3519.275391
	Iteration 30Q: 3 clusters Score -6685964 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6686163.000000 Penalty: 3519.275391
	Iteration 31Q: 3 clusters Score -6686163 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -6686326.500000 Penalty: 3519.275391
	Iteration 32Q: 3 clusters Score -6686326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -6686437.500000 Penalty: 3519.275391
	Iteration 33Q: 3 clusters Score -6686438 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6686537.000000 Penalty: 3519.275391
	Iteration 34Q: 3 clusters Score -6686537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -6686589.500000 Penalty: 3519.275391
	Iteration 35Q: 3 clusters Score -6686590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6686629.500000 Penalty: 3519.275391
	Iteration 36Q: 3 clusters Score -6686630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -6686668.500000 Penalty: 3519.275391
	Iteration 37Q: 3 clusters Score -6686668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -6686694.000000 Penalty: 3519.275391
	Iteration 38Q: 3 clusters Score -6686694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -6686735.000000 Penalty: 3519.275391
	Iteration 39Q: 3 clusters Score -6686735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6686769.000000 Penalty: 3519.275391
	Iteration 40F: 3 clusters Score -6686769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6686782.500000 Penalty: 3519.275391
	Iteration 41Q: 3 clusters Score -6686782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6686811.500000 Penalty: 3519.275391
	Iteration 42Q: 3 clusters Score -6686812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6686810.500000 Penalty: 3519.275391
	Iteration 43Q: 3 clusters Score -6686810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -6686813.500000 Penalty: 3519.275391
	Iteration 44Q: 3 clusters Score -6686814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6686815.000000 Penalty: 3519.275391
	Iteration 45Q: 3 clusters Score -6686815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -6686826.000000 Penalty: 3519.275391
	Iteration 46Q: 3 clusters Score -6686826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -6686843.500000 Penalty: 3519.275391
	Iteration 47Q: 3 clusters Score -6686844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6686838.000000 Penalty: 3519.275391
	Iteration 48Q: 3 clusters Score -6686838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6686844.500000 Penalty: 3519.275391
	Iteration 49Q: 3 clusters Score -6686844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6686847.000000 Penalty: 3519.275391
	Iteration 50Q: 3 clusters Score -6686847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -6686847.000000 Penalty: 3519.275391
	Iteration 51Q: 3 clusters Score -6686847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6686852.500000 Penalty: 3519.275391
	Iteration 52Q: 3 clusters Score -6686852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -6686862.000000 Penalty: 3519.275391
	Iteration 53Q: 3 clusters Score -6686862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6686860.500000 Penalty: 3519.275391
	Iteration 54Q: 3 clusters Score -6686860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6686856.500000 Penalty: 3519.275391
	Iteration 55Q: 3 clusters Score -6686856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -6686867.000000 Penalty: 3519.275391
	Iteration 56Q: 3 clusters Score -6686867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6686878.000000 Penalty: 3519.275391
	Iteration 57Q: 3 clusters Score -6686878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6686888.500000 Penalty: 3519.275391
	Iteration 58Q: 3 clusters Score -6686888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -6686888.500000 Penalty: 3519.275391
	Iteration 59Q: 3 clusters Score -6686888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6686887.000000 Penalty: 3519.275391
	Iteration 60F: 3 clusters Score -6686887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -6686888.500000 Penalty: 3519.275391
	Iteration 61Q: 3 clusters Score -6686888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -6686890.500000 Penalty: 3519.275391
	Iteration 62Q: 3 clusters Score -6686890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -6686894.500000 Penalty: 3519.275391
	Iteration 63Q: 3 clusters Score -6686894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6686892.500000 Penalty: 3519.275391
	Iteration 64Q: 3 clusters Score -6686892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6686901.000000 Penalty: 3519.275391
	Iteration 65Q: 3 clusters Score -6686901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6686903.000000 Penalty: 3519.275391
	Iteration 66Q: 3 clusters Score -6686903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -6686900.500000 Penalty: 3519.275391
	Iteration 67Q: 3 clusters Score -6686900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -6686900.000000 Penalty: 3519.275391
	Iteration 68Q: 3 clusters Score -6686900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -6686906.000000 Penalty: 3519.275391
	Iteration 69Q: 3 clusters Score -6686906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -6686906.000000 Penalty: 3519.275391
	Iteration 70Q: 3 clusters Score -6686906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6686911.500000 Penalty: 3519.275391
	Iteration 71Q: 3 clusters Score -6686912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6686914.500000 Penalty: 3519.275391
	Iteration 72Q: 3 clusters Score -6686914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6686918.500000 Penalty: 3519.275391
	Iteration 73Q: 3 clusters Score -6686918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6686923.000000 Penalty: 3519.275391
	Iteration 74Q: 3 clusters Score -6686923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6686921.500000 Penalty: 3519.275391
	Iteration 75Q: 3 clusters Score -6686922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -6686924.000000 Penalty: 3519.275391
	Iteration 76Q: 3 clusters Score -6686924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -6686923.500000 Penalty: 3519.275391
	Iteration 77Q: 3 clusters Score -6686924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6686924.500000 Penalty: 3519.275391
	Iteration 78Q: 3 clusters Score -6686924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -6686921.500000 Penalty: 3519.275391
	Iteration 79Q: 3 clusters Score -6686922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6686921.500000 Penalty: 3519.275391
	Iteration 80F: 3 clusters Score -6686922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -640767.562500 Penalty: 1381.851562
	Iteration 0F: 2 clusters Score -640767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -636869.250000 Penalty: 2763.703125
	Iteration 0F: 3 clusters Score -636869.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -637913.125000 Penalty: 2763.703125
	Iteration 1F: 3 clusters Score -637913.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -638113.750000 Penalty: 2763.703125
	Iteration 2F: 3 clusters Score -638113.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -638238.562500 Penalty: 2763.703125
	Iteration 3F: 3 clusters Score -638238.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -638343.375000 Penalty: 2763.703125
	Iteration 4Q: 3 clusters Score -638343.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638455.937500 Penalty: 2763.703125
	Iteration 5Q: 3 clusters Score -638455.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -638584.687500 Penalty: 2763.703125
	Iteration 6Q: 3 clusters Score -638584.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -638745.000000 Penalty: 2763.703125
	Iteration 7Q: 3 clusters Score -638745 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -638935.500000 Penalty: 2763.703125
	Iteration 8F: 3 clusters Score -638935.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -639132.187500 Penalty: 2763.703125
	Iteration 9F: 3 clusters Score -639132.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -639357.312500 Penalty: 2763.703125
	Iteration 10Q: 3 clusters Score -639357.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -639524.187500 Penalty: 2763.703125
	Iteration 11Q: 3 clusters Score -639524.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -639626.312500 Penalty: 2763.703125
	Iteration 12Q: 3 clusters Score -639626.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -639692.187500 Penalty: 2763.703125
	Iteration 13Q: 3 clusters Score -639692.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -639728.812500 Penalty: 2763.703125
	Iteration 14Q: 3 clusters Score -639728.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -639756.812500 Penalty: 2763.703125
	Iteration 15Q: 3 clusters Score -639756.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -639778.437500 Penalty: 2763.703125
	Iteration 16Q: 3 clusters Score -639778.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -639795.812500 Penalty: 2763.703125
	Iteration 17Q: 3 clusters Score -639795.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -639813.187500 Penalty: 2763.703125
	Iteration 18Q: 3 clusters Score -639813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -639832.750000 Penalty: 2763.703125
	Iteration 19Q: 3 clusters Score -639832.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -639847.437500 Penalty: 2763.703125
	Iteration 20F: 3 clusters Score -639847.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -639856.625000 Penalty: 2763.703125
	Iteration 21Q: 3 clusters Score -639856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -639862.437500 Penalty: 2763.703125
	Iteration 22Q: 3 clusters Score -639862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -639868.187500 Penalty: 2763.703125
	Iteration 23Q: 3 clusters Score -639868.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -639872.125000 Penalty: 2763.703125
	Iteration 24Q: 3 clusters Score -639872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -639873.687500 Penalty: 2763.703125
	Iteration 25Q: 3 clusters Score -639873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -639874.812500 Penalty: 2763.703125
	Iteration 26Q: 3 clusters Score -639874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -639874.812500 Penalty: 2763.703125
	Iteration 27F: 3 clusters Score -639874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -105890.757812 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -105890.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104606.039062 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -104606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104863.718750 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -104863.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104975.898438 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -104975.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105059.914062 Penalty: 2194.867432
	Iteration 3F: 3 clusters Score -105059.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105131.812500 Penalty: 2194.867432
	Iteration 4F: 3 clusters Score -105131.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105217.164062 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -105217.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105341.453125 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -105341.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105403.031250 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -105403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105441.257812 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -105441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -105455.375000 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -105455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105458.750000 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -105458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105460.945312 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -105460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105461.914062 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -105461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105462.625000 Penalty: 2194.867432
	Iteration 13Q: 3 clusters Score -105462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105462.625000 Penalty: 2194.867432
	Iteration 14F: 3 clusters Score -105462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -2271847.750000 Penalty: 1595.201050
	Iteration 0F: 2 clusters Score -2271848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2259294.250000 Penalty: 3190.402100
	Iteration 0F: 3 clusters Score -2259294 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2264040.000000 Penalty: 3190.402100
	Iteration 1F: 3 clusters Score -2264040 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2264723.750000 Penalty: 3190.402100
	Iteration 2F: 3 clusters Score -2264724 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2265601.250000 Penalty: 3190.402100
	Iteration 3F: 3 clusters Score -2265601 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2266615.000000 Penalty: 3190.402100
	Iteration 4F: 3 clusters Score -2266615 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2267580.500000 Penalty: 3190.402100
	Iteration 5F: 3 clusters Score -2267580 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2268360.250000 Penalty: 3190.402100
	Iteration 6F: 3 clusters Score -2268360 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2268859.250000 Penalty: 3190.402100
	Iteration 7F: 3 clusters Score -2268859 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2269172.500000 Penalty: 3190.402100
	Iteration 8Q: 3 clusters Score -2269172 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2269421.000000 Penalty: 3190.402100
	Iteration 9Q: 3 clusters Score -2269421 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2269581.750000 Penalty: 3190.402100
	Iteration 10Q: 3 clusters Score -2269582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2269685.750000 Penalty: 3190.402100
	Iteration 11Q: 3 clusters Score -2269686 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2269780.250000 Penalty: 3190.402100
	Iteration 12Q: 3 clusters Score -2269780 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2269863.000000 Penalty: 3190.402100
	Iteration 13Q: 3 clusters Score -2269863 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2269960.500000 Penalty: 3190.402100
	Iteration 14Q: 3 clusters Score -2269960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2270078.250000 Penalty: 3190.402100
	Iteration 15Q: 3 clusters Score -2270078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2270193.000000 Penalty: 3190.402100
	Iteration 16Q: 3 clusters Score -2270193 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2270313.500000 Penalty: 3190.402100
	Iteration 17Q: 3 clusters Score -2270314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2270430.750000 Penalty: 3190.402100
	Iteration 18Q: 3 clusters Score -2270431 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2270521.750000 Penalty: 3190.402100
	Iteration 19Q: 3 clusters Score -2270522 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2270593.000000 Penalty: 3190.402100
	Iteration 20F: 3 clusters Score -2270593 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2270648.750000 Penalty: 3190.402100
	Iteration 21Q: 3 clusters Score -2270649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2270686.500000 Penalty: 3190.402100
	Iteration 22Q: 3 clusters Score -2270686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2270726.750000 Penalty: 3190.402100
	Iteration 23Q: 3 clusters Score -2270727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2270748.500000 Penalty: 3190.402100
	Iteration 24Q: 3 clusters Score -2270748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2270782.500000 Penalty: 3190.402100
	Iteration 25Q: 3 clusters Score -2270782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2270802.750000 Penalty: 3190.402100
	Iteration 26Q: 3 clusters Score -2270803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2270825.750000 Penalty: 3190.402100
	Iteration 27Q: 3 clusters Score -2270826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2270845.000000 Penalty: 3190.402100
	Iteration 28Q: 3 clusters Score -2270845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2270862.750000 Penalty: 3190.402100
	Iteration 29Q: 3 clusters Score -2270863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2270887.250000 Penalty: 3190.402100
	Iteration 30Q: 3 clusters Score -2270887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2270900.500000 Penalty: 3190.402100
	Iteration 31Q: 3 clusters Score -2270900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2270918.000000 Penalty: 3190.402100
	Iteration 32Q: 3 clusters Score -2270918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2270938.750000 Penalty: 3190.402100
	Iteration 33Q: 3 clusters Score -2270939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2270953.750000 Penalty: 3190.402100
	Iteration 34Q: 3 clusters Score -2270954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2270986.750000 Penalty: 3190.402100
	Iteration 35Q: 3 clusters Score -2270987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2271012.500000 Penalty: 3190.402100
	Iteration 36Q: 3 clusters Score -2271012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2271033.500000 Penalty: 3190.402100
	Iteration 37Q: 3 clusters Score -2271034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2271054.750000 Penalty: 3190.402100
	Iteration 38Q: 3 clusters Score -2271055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2271064.500000 Penalty: 3190.402100
	Iteration 39Q: 3 clusters Score -2271064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2271090.750000 Penalty: 3190.402100
	Iteration 40F: 3 clusters Score -2271091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2271108.250000 Penalty: 3190.402100
	Iteration 41Q: 3 clusters Score -2271108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2271140.500000 Penalty: 3190.402100
	Iteration 42Q: 3 clusters Score -2271140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2271178.250000 Penalty: 3190.402100
	Iteration 43Q: 3 clusters Score -2271178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2271219.250000 Penalty: 3190.402100
	Iteration 44Q: 3 clusters Score -2271219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2271276.750000 Penalty: 3190.402100
	Iteration 45Q: 3 clusters Score -2271277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2271326.000000 Penalty: 3190.402100
	Iteration 46Q: 3 clusters Score -2271326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2271368.500000 Penalty: 3190.402100
	Iteration 47Q: 3 clusters Score -2271368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2271408.000000 Penalty: 3190.402100
	Iteration 48Q: 3 clusters Score -2271408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2271421.750000 Penalty: 3190.402100
	Iteration 49Q: 3 clusters Score -2271422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2271432.750000 Penalty: 3190.402100
	Iteration 50Q: 3 clusters Score -2271433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2271439.250000 Penalty: 3190.402100
	Iteration 51Q: 3 clusters Score -2271439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2271442.000000 Penalty: 3190.402100
	Iteration 52Q: 3 clusters Score -2271442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2271445.750000 Penalty: 3190.402100
	Iteration 53Q: 3 clusters Score -2271446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2271450.000000 Penalty: 3190.402100
	Iteration 54Q: 3 clusters Score -2271450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2271459.250000 Penalty: 3190.402100
	Iteration 55Q: 3 clusters Score -2271459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2271459.500000 Penalty: 3190.402100
	Iteration 56Q: 3 clusters Score -2271460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2271458.750000 Penalty: 3190.402100
	Iteration 57Q: 3 clusters Score -2271459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2271460.750000 Penalty: 3190.402100
	Iteration 58Q: 3 clusters Score -2271461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2271460.750000 Penalty: 3190.402100
	Iteration 59F: 3 clusters Score -2271461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Entering Unmasked Estep 
Score: -3773744.750000 Penalty: 1668.514771
	Iteration 0F: 2 clusters Score -3773745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3754443.250000 Penalty: 3337.029541
	Iteration 0F: 3 clusters Score -3754443 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3761955.000000 Penalty: 3337.029541
	Iteration 1F: 3 clusters Score -3761955 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3762587.750000 Penalty: 3337.029541
	Iteration 2F: 3 clusters Score -3762588 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3763350.500000 Penalty: 3337.029541
	Iteration 3F: 3 clusters Score -3763350 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3764488.750000 Penalty: 3337.029541
	Iteration 4F: 3 clusters Score -3764489 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3765992.750000 Penalty: 3337.029541
	Iteration 5F: 3 clusters Score -3765993 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3767573.750000 Penalty: 3337.029541
	Iteration 6F: 3 clusters Score -3767574 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3769101.250000 Penalty: 3337.029541
	Iteration 7F: 3 clusters Score -3769101 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3770029.250000 Penalty: 3337.029541
	Iteration 8Q: 3 clusters Score -3770029 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3770538.500000 Penalty: 3337.029541
	Iteration 9Q: 3 clusters Score -3770538 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3770835.750000 Penalty: 3337.029541
	Iteration 10Q: 3 clusters Score -3770836 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3771096.750000 Penalty: 3337.029541
	Iteration 11Q: 3 clusters Score -3771097 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3771293.500000 Penalty: 3337.029541
	Iteration 12Q: 3 clusters Score -3771294 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3771437.250000 Penalty: 3337.029541
	Iteration 13Q: 3 clusters Score -3771437 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3771566.250000 Penalty: 3337.029541
	Iteration 14Q: 3 clusters Score -3771566 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3771666.750000 Penalty: 3337.029541
	Iteration 15Q: 3 clusters Score -3771667 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3771750.750000 Penalty: 3337.029541
	Iteration 16Q: 3 clusters Score -3771751 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3771856.250000 Penalty: 3337.029541
	Iteration 17Q: 3 clusters Score -3771856 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3771948.000000 Penalty: 3337.029541
	Iteration 18Q: 3 clusters Score -3771948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3772008.500000 Penalty: 3337.029541
	Iteration 19Q: 3 clusters Score -3772008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3772075.500000 Penalty: 3337.029541
	Iteration 20F: 3 clusters Score -3772076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3772123.250000 Penalty: 3337.029541
	Iteration 21Q: 3 clusters Score -3772123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3772154.000000 Penalty: 3337.029541
	Iteration 22Q: 3 clusters Score -3772154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3772187.500000 Penalty: 3337.029541
	Iteration 23Q: 3 clusters Score -3772188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3772192.000000 Penalty: 3337.029541
	Iteration 24Q: 3 clusters Score -3772192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3772212.000000 Penalty: 3337.029541
	Iteration 25Q: 3 clusters Score -3772212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3772215.250000 Penalty: 3337.029541
	Iteration 26Q: 3 clusters Score -3772215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3772232.250000 Penalty: 3337.029541
	Iteration 27Q: 3 clusters Score -3772232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3772236.750000 Penalty: 3337.029541
	Iteration 28Q: 3 clusters Score -3772237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3772254.250000 Penalty: 3337.029541
	Iteration 29Q: 3 clusters Score -3772254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3772259.250000 Penalty: 3337.029541
	Iteration 30Q: 3 clusters Score -3772259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3772265.000000 Penalty: 3337.029541
	Iteration 31Q: 3 clusters Score -3772265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3772276.500000 Penalty: 3337.029541
	Iteration 32Q: 3 clusters Score -3772276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3772281.000000 Penalty: 3337.029541
	Iteration 33Q: 3 clusters Score -3772281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3772283.750000 Penalty: 3337.029541
	Iteration 34Q: 3 clusters Score -3772284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3772285.250000 Penalty: 3337.029541
	Iteration 35Q: 3 clusters Score -3772285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3772290.500000 Penalty: 3337.029541
	Iteration 36Q: 3 clusters Score -3772290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3772294.250000 Penalty: 3337.029541
	Iteration 37Q: 3 clusters Score -3772294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3772294.750000 Penalty: 3337.029541
	Iteration 38Q: 3 clusters Score -3772295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3772303.750000 Penalty: 3337.029541
	Iteration 39Q: 3 clusters Score -3772304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3772304.000000 Penalty: 3337.029541
	Iteration 40F: 3 clusters Score -3772304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3772299.500000 Penalty: 3337.029541
	Iteration 41Q: 3 clusters Score -3772300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3772310.500000 Penalty: 3337.029541
	Iteration 42Q: 3 clusters Score -3772310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3772313.750000 Penalty: 3337.029541
	Iteration 43Q: 3 clusters Score -3772314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3772321.250000 Penalty: 3337.029541
	Iteration 44Q: 3 clusters Score -3772321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3772319.750000 Penalty: 3337.029541
	Iteration 45Q: 3 clusters Score -3772320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3772336.250000 Penalty: 3337.029541
	Iteration 46Q: 3 clusters Score -3772336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3772341.000000 Penalty: 3337.029541
	Iteration 47Q: 3 clusters Score -3772341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3772354.750000 Penalty: 3337.029541
	Iteration 48Q: 3 clusters Score -3772355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3772358.750000 Penalty: 3337.029541
	Iteration 49Q: 3 clusters Score -3772359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3772366.250000 Penalty: 3337.029541
	Iteration 50Q: 3 clusters Score -3772366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3772372.750000 Penalty: 3337.029541
	Iteration 51Q: 3 clusters Score -3772373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3772376.000000 Penalty: 3337.029541
	Iteration 52Q: 3 clusters Score -3772376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3772383.250000 Penalty: 3337.029541
	Iteration 53Q: 3 clusters Score -3772383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3772390.500000 Penalty: 3337.029541
	Iteration 54Q: 3 clusters Score -3772390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3772391.500000 Penalty: 3337.029541
	Iteration 55Q: 3 clusters Score -3772392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3772401.750000 Penalty: 3337.029541
	Iteration 56Q: 3 clusters Score -3772402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3772407.500000 Penalty: 3337.029541
	Iteration 57Q: 3 clusters Score -3772408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3772411.000000 Penalty: 3337.029541
	Iteration 58Q: 3 clusters Score -3772411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3772414.000000 Penalty: 3337.029541
	Iteration 59Q: 3 clusters Score -3772414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3772417.000000 Penalty: 3337.029541
	Iteration 60F: 3 clusters Score -3772417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3772422.000000 Penalty: 3337.029541
	Iteration 61Q: 3 clusters Score -3772422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3772422.000000 Penalty: 3337.029541
	Iteration 62Q: 3 clusters Score -3772422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3772423.500000 Penalty: 3337.029541
	Iteration 63Q: 3 clusters Score -3772424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3772425.500000 Penalty: 3337.029541
	Iteration 64Q: 3 clusters Score -3772426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3772425.500000 Penalty: 3337.029541
	Iteration 65Q: 3 clusters Score -3772426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3772425.000000 Penalty: 3337.029541
	Iteration 66Q: 3 clusters Score -3772425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3772430.250000 Penalty: 3337.029541
	Iteration 67Q: 3 clusters Score -3772430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3772433.000000 Penalty: 3337.029541
	Iteration 68Q: 3 clusters Score -3772433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3772435.250000 Penalty: 3337.029541
	Iteration 69Q: 3 clusters Score -3772435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3772436.500000 Penalty: 3337.029541
	Iteration 70Q: 3 clusters Score -3772436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3772431.500000 Penalty: 3337.029541
	Iteration 71Q: 3 clusters Score -3772432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3772433.250000 Penalty: 3337.029541
	Iteration 72Q: 3 clusters Score -3772433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3772439.500000 Penalty: 3337.029541
	Iteration 73Q: 3 clusters Score -3772440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3772440.750000 Penalty: 3337.029541
	Iteration 74Q: 3 clusters Score -3772441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3772443.500000 Penalty: 3337.029541
	Iteration 75Q: 3 clusters Score -3772444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3772448.750000 Penalty: 3337.029541
	Iteration 76Q: 3 clusters Score -3772449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3772445.500000 Penalty: 3337.029541
	Iteration 77Q: 3 clusters Score -3772446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3772451.750000 Penalty: 3337.029541
	Iteration 78Q: 3 clusters Score -3772452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3772449.750000 Penalty: 3337.029541
	Iteration 79Q: 3 clusters Score -3772450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3772447.500000 Penalty: 3337.029541
	Iteration 80F: 3 clusters Score -3772448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3772447.750000 Penalty: 3337.029541
	Iteration 81Q: 3 clusters Score -3772448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3772449.750000 Penalty: 3337.029541
	Iteration 82Q: 3 clusters Score -3772450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3772447.500000 Penalty: 3337.029541
	Iteration 83Q: 3 clusters Score -3772448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3772450.000000 Penalty: 3337.029541
	Iteration 84Q: 3 clusters Score -3772450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3772447.750000 Penalty: 3337.029541
	Iteration 85Q: 3 clusters Score -3772448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3772450.250000 Penalty: 3337.029541
	Iteration 86Q: 3 clusters Score -3772450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3772449.250000 Penalty: 3337.029541
	Iteration 87Q: 3 clusters Score -3772449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3772452.500000 Penalty: 3337.029541
	Iteration 88Q: 3 clusters Score -3772452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3772453.750000 Penalty: 3337.029541
	Iteration 89Q: 3 clusters Score -3772454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3772453.750000 Penalty: 3337.029541
	Iteration 90Q: 3 clusters Score -3772454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3772453.750000 Penalty: 3337.029541
	Iteration 91F: 3 clusters Score -3772454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Entering Unmasked Estep 
Score: -12113755.000000 Penalty: 1856.667236
	Iteration 0F: 2 clusters Score -1.211376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -12059402.000000 Penalty: 3713.334473
	Iteration 0F: 3 clusters Score -1.20594e+07 nChanged 43948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -12084797.000000 Penalty: 3713.334473
	Iteration 1F: 3 clusters Score -1.20848e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -12085683.000000 Penalty: 3713.334473
	Iteration 2Q: 3 clusters Score -1.208568e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -12087104.000000 Penalty: 3713.334473
	Iteration 3Q: 3 clusters Score -1.20871e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -12089208.000000 Penalty: 3713.334473
	Iteration 4Q: 3 clusters Score -1.208921e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -12092250.000000 Penalty: 3713.334473
	Iteration 5F: 3 clusters Score -1.209225e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -12096435.000000 Penalty: 3713.334473
	Iteration 6F: 3 clusters Score -1.209644e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -12100840.000000 Penalty: 3713.334473
	Iteration 7F: 3 clusters Score -1.210084e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -12104543.000000 Penalty: 3713.334473
	Iteration 8F: 3 clusters Score -1.210454e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -12106897.000000 Penalty: 3713.334473
	Iteration 9Q: 3 clusters Score -1.21069e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -12107948.000000 Penalty: 3713.334473
	Iteration 10Q: 3 clusters Score -1.210795e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -12108310.000000 Penalty: 3713.334473
	Iteration 11Q: 3 clusters Score -1.210831e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -12108605.000000 Penalty: 3713.334473
	Iteration 12Q: 3 clusters Score -1.21086e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -12108714.000000 Penalty: 3713.334473
	Iteration 13Q: 3 clusters Score -1.210871e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -12108829.000000 Penalty: 3713.334473
	Iteration 14Q: 3 clusters Score -1.210883e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -12108860.000000 Penalty: 3713.334473
	Iteration 15Q: 3 clusters Score -1.210886e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -12108922.000000 Penalty: 3713.334473
	Iteration 16Q: 3 clusters Score -1.210892e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -12108942.000000 Penalty: 3713.334473
	Iteration 17Q: 3 clusters Score -1.210894e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -12108980.000000 Penalty: 3713.334473
	Iteration 18Q: 3 clusters Score -1.210898e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -12109011.000000 Penalty: 3713.334473
	Iteration 19Q: 3 clusters Score -1.210901e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -12109035.000000 Penalty: 3713.334473
	Iteration 20F: 3 clusters Score -1.210904e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -12109139.000000 Penalty: 3713.334473
	Iteration 21Q: 3 clusters Score -1.210914e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -12109220.000000 Penalty: 3713.334473
	Iteration 22Q: 3 clusters Score -1.210922e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -12109324.000000 Penalty: 3713.334473
	Iteration 23Q: 3 clusters Score -1.210932e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -12109435.000000 Penalty: 3713.334473
	Iteration 24Q: 3 clusters Score -1.210944e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -12109552.000000 Penalty: 3713.334473
	Iteration 25Q: 3 clusters Score -1.210955e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -12109607.000000 Penalty: 3713.334473
	Iteration 26Q: 3 clusters Score -1.210961e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -12109740.000000 Penalty: 3713.334473
	Iteration 27Q: 3 clusters Score -1.210974e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -12109842.000000 Penalty: 3713.334473
	Iteration 28Q: 3 clusters Score -1.210984e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -12109915.000000 Penalty: 3713.334473
	Iteration 29Q: 3 clusters Score -1.210992e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -12110080.000000 Penalty: 3713.334473
	Iteration 30Q: 3 clusters Score -1.211008e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -12110154.000000 Penalty: 3713.334473
	Iteration 31Q: 3 clusters Score -1.211015e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -12110331.000000 Penalty: 3713.334473
	Iteration 32Q: 3 clusters Score -1.211033e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -12110452.000000 Penalty: 3713.334473
	Iteration 33Q: 3 clusters Score -1.211045e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -12110564.000000 Penalty: 3713.334473
	Iteration 34Q: 3 clusters Score -1.211056e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -12110677.000000 Penalty: 3713.334473
	Iteration 35Q: 3 clusters Score -1.211068e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -12110926.000000 Penalty: 3713.334473
	Iteration 36Q: 3 clusters Score -1.211093e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -12111111.000000 Penalty: 3713.334473
	Iteration 37Q: 3 clusters Score -1.211111e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -12111237.000000 Penalty: 3713.334473
	Iteration 38Q: 3 clusters Score -1.211124e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -12111373.000000 Penalty: 3713.334473
	Iteration 39Q: 3 clusters Score -1.211137e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -12111492.000000 Penalty: 3713.334473
	Iteration 40F: 3 clusters Score -1.211149e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -12111624.000000 Penalty: 3713.334473
	Iteration 41Q: 3 clusters Score -1.211162e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -12111707.000000 Penalty: 3713.334473
	Iteration 42Q: 3 clusters Score -1.211171e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -12111788.000000 Penalty: 3713.334473
	Iteration 43Q: 3 clusters Score -1.211179e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -12111948.000000 Penalty: 3713.334473
	Iteration 44Q: 3 clusters Score -1.211195e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -12112074.000000 Penalty: 3713.334473
	Iteration 45Q: 3 clusters Score -1.211207e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -12112173.000000 Penalty: 3713.334473
	Iteration 46Q: 3 clusters Score -1.211217e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -12112246.000000 Penalty: 3713.334473
	Iteration 47Q: 3 clusters Score -1.211225e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -12112366.000000 Penalty: 3713.334473
	Iteration 48Q: 3 clusters Score -1.211237e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -12112467.000000 Penalty: 3713.334473
	Iteration 49Q: 3 clusters Score -1.211247e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -12112594.000000 Penalty: 3713.334473
	Iteration 50Q: 3 clusters Score -1.211259e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -12112743.000000 Penalty: 3713.334473
	Iteration 51Q: 3 clusters Score -1.211274e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -12112864.000000 Penalty: 3713.334473
	Iteration 52Q: 3 clusters Score -1.211286e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -12112974.000000 Penalty: 3713.334473
	Iteration 53Q: 3 clusters Score -1.211297e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -12113034.000000 Penalty: 3713.334473
	Iteration 54Q: 3 clusters Score -1.211303e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -12113092.000000 Penalty: 3713.334473
	Iteration 55Q: 3 clusters Score -1.211309e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -12113109.000000 Penalty: 3713.334473
	Iteration 56Q: 3 clusters Score -1.211311e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -12113096.000000 Penalty: 3713.334473
	Iteration 57Q: 3 clusters Score -1.21131e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -12113128.000000 Penalty: 3713.334473
	Iteration 58Q: 3 clusters Score -1.211313e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -12113176.000000 Penalty: 3713.334473
	Iteration 59Q: 3 clusters Score -1.211318e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -12113206.000000 Penalty: 3713.334473
	Iteration 60F: 3 clusters Score -1.211321e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -12113219.000000 Penalty: 3713.334473
	Iteration 61Q: 3 clusters Score -1.211322e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -12113230.000000 Penalty: 3713.334473
	Iteration 62Q: 3 clusters Score -1.211323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -12113246.000000 Penalty: 3713.334473
	Iteration 63Q: 3 clusters Score -1.211325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -12113265.000000 Penalty: 3713.334473
	Iteration 64Q: 3 clusters Score -1.211326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -12113270.000000 Penalty: 3713.334473
	Iteration 65Q: 3 clusters Score -1.211327e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -12113293.000000 Penalty: 3713.334473
	Iteration 66Q: 3 clusters Score -1.211329e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -12113282.000000 Penalty: 3713.334473
	Iteration 67Q: 3 clusters Score -1.211328e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -12113300.000000 Penalty: 3713.334473
	Iteration 68Q: 3 clusters Score -1.21133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -12113300.000000 Penalty: 3713.334473
	Iteration 69Q: 3 clusters Score -1.21133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -12113302.000000 Penalty: 3713.334473
	Iteration 70Q: 3 clusters Score -1.21133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -12113315.000000 Penalty: 3713.334473
	Iteration 71Q: 3 clusters Score -1.211332e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -12113319.000000 Penalty: 3713.334473
	Iteration 72Q: 3 clusters Score -1.211332e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -12113309.000000 Penalty: 3713.334473
	Iteration 73Q: 3 clusters Score -1.211331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -12113339.000000 Penalty: 3713.334473
	Iteration 74Q: 3 clusters Score -1.211334e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -12113336.000000 Penalty: 3713.334473
	Iteration 75Q: 3 clusters Score -1.211334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -12113325.000000 Penalty: 3713.334473
	Iteration 76Q: 3 clusters Score -1.211332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -12113313.000000 Penalty: 3713.334473
	Iteration 77Q: 3 clusters Score -1.211331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -12113321.000000 Penalty: 3713.334473
	Iteration 78Q: 3 clusters Score -1.211332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -12113331.000000 Penalty: 3713.334473
	Iteration 79Q: 3 clusters Score -1.211333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -12113326.000000 Penalty: 3713.334473
	Iteration 80F: 3 clusters Score -1.211333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -12113322.000000 Penalty: 3713.334473
	Iteration 81Q: 3 clusters Score -1.211332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -12113316.000000 Penalty: 3713.334473
	Iteration 82Q: 3 clusters Score -1.211332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -12113325.000000 Penalty: 3713.334473
	Iteration 83Q: 3 clusters Score -1.211332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -12113318.000000 Penalty: 3713.334473
	Iteration 84Q: 3 clusters Score -1.211332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -12113300.000000 Penalty: 3713.334473
	Iteration 85Q: 3 clusters Score -1.21133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -12113300.000000 Penalty: 3713.334473
	Iteration 86Q: 3 clusters Score -1.21133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 87Q: 3 clusters Score -1.21133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 88Q: 3 clusters Score -1.21133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -12113301.000000 Penalty: 3713.334473
	Iteration 89Q: 3 clusters Score -1.21133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 90Q: 3 clusters Score -1.21133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -12113299.000000 Penalty: 3713.334473
	Iteration 91Q: 3 clusters Score -1.21133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -12113297.000000 Penalty: 3713.334473
	Iteration 92Q: 3 clusters Score -1.21133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -12113324.000000 Penalty: 3713.334473
	Iteration 93Q: 3 clusters Score -1.211332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -12113326.000000 Penalty: 3713.334473
	Iteration 94Q: 3 clusters Score -1.211333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -12113316.000000 Penalty: 3713.334473
	Iteration 95Q: 3 clusters Score -1.211332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -12113315.000000 Penalty: 3713.334473
	Iteration 96Q: 3 clusters Score -1.211332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -12113311.000000 Penalty: 3713.334473
	Iteration 97Q: 3 clusters Score -1.211331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -12113315.000000 Penalty: 3713.334473
	Iteration 98Q: 3 clusters Score -1.211332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 99Q: 3 clusters Score -1.21133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -12113300.000000 Penalty: 3713.334473
	Iteration 100F: 3 clusters Score -1.21133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 101Q: 3 clusters Score -1.21133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -12113304.000000 Penalty: 3713.334473
	Iteration 102F: 3 clusters Score -1.21133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -411175.562500 Penalty: 1314.091553
	Iteration 0F: 2 clusters Score -411175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408313.000000 Penalty: 2628.183105
	Iteration 0F: 3 clusters Score -408313 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -409073.218750 Penalty: 2628.183105
	Iteration 1F: 3 clusters Score -409073.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -409318.500000 Penalty: 2628.183105
	Iteration 2F: 3 clusters Score -409318.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -409519.187500 Penalty: 2628.183105
	Iteration 3F: 3 clusters Score -409519.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -409653.781250 Penalty: 2628.183105
	Iteration 4F: 3 clusters Score -409653.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -409754.875000 Penalty: 2628.183105
	Iteration 5Q: 3 clusters Score -409754.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -409836.468750 Penalty: 2628.183105
	Iteration 6Q: 3 clusters Score -409836.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -409901.031250 Penalty: 2628.183105
	Iteration 7Q: 3 clusters Score -409901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -409969.781250 Penalty: 2628.183105
	Iteration 8Q: 3 clusters Score -409969.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -410037.062500 Penalty: 2628.183105
	Iteration 9Q: 3 clusters Score -410037.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -410104.843750 Penalty: 2628.183105
	Iteration 10Q: 3 clusters Score -410104.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -410180.218750 Penalty: 2628.183105
	Iteration 11Q: 3 clusters Score -410180.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410243.937500 Penalty: 2628.183105
	Iteration 12Q: 3 clusters Score -410243.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -410285.281250 Penalty: 2628.183105
	Iteration 13Q: 3 clusters Score -410285.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -410313.000000 Penalty: 2628.183105
	Iteration 14Q: 3 clusters Score -410313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -410343.625000 Penalty: 2628.183105
	Iteration 15Q: 3 clusters Score -410343.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -410365.531250 Penalty: 2628.183105
	Iteration 16Q: 3 clusters Score -410365.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -410380.000000 Penalty: 2628.183105
	Iteration 17Q: 3 clusters Score -410380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -410388.125000 Penalty: 2628.183105
	Iteration 18Q: 3 clusters Score -410388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -410392.625000 Penalty: 2628.183105
	Iteration 19Q: 3 clusters Score -410392.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -410398.906250 Penalty: 2628.183105
	Iteration 20F: 3 clusters Score -410398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -410404.906250 Penalty: 2628.183105
	Iteration 21Q: 3 clusters Score -410404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -410407.812500 Penalty: 2628.183105
	Iteration 22Q: 3 clusters Score -410407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -410411.843750 Penalty: 2628.183105
	Iteration 23Q: 3 clusters Score -410411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -410415.000000 Penalty: 2628.183105
	Iteration 24Q: 3 clusters Score -410415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -410417.125000 Penalty: 2628.183105
	Iteration 25Q: 3 clusters Score -410417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -410419.781250 Penalty: 2628.183105
	Iteration 26Q: 3 clusters Score -410419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -410420.125000 Penalty: 2628.183105
	Iteration 27Q: 3 clusters Score -410420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -410421.562500 Penalty: 2628.183105
	Iteration 28Q: 3 clusters Score -410421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -410424.781250 Penalty: 2628.183105
	Iteration 29Q: 3 clusters Score -410424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -410428.875000 Penalty: 2628.183105
	Iteration 30Q: 3 clusters Score -410428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -410432.718750 Penalty: 2628.183105
	Iteration 31Q: 3 clusters Score -410432.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -410436.062500 Penalty: 2628.183105
	Iteration 32Q: 3 clusters Score -410436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -410439.531250 Penalty: 2628.183105
	Iteration 33Q: 3 clusters Score -410439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -410442.562500 Penalty: 2628.183105
	Iteration 34Q: 3 clusters Score -410442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -410443.875000 Penalty: 2628.183105
	Iteration 35Q: 3 clusters Score -410443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -410445.750000 Penalty: 2628.183105
	Iteration 36Q: 3 clusters Score -410445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -410448.468750 Penalty: 2628.183105
	Iteration 37Q: 3 clusters Score -410448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -410449.187500 Penalty: 2628.183105
	Iteration 38Q: 3 clusters Score -410449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -410451.656250 Penalty: 2628.183105
	Iteration 39Q: 3 clusters Score -410451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -410453.437500 Penalty: 2628.183105
	Iteration 40F: 3 clusters Score -410453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -410454.593750 Penalty: 2628.183105
	Iteration 41Q: 3 clusters Score -410454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -410455.812500 Penalty: 2628.183105
	Iteration 42Q: 3 clusters Score -410455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -410456.812500 Penalty: 2628.183105
	Iteration 43Q: 3 clusters Score -410456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -410457.625000 Penalty: 2628.183105
	Iteration 44Q: 3 clusters Score -410457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -410458.625000 Penalty: 2628.183105
	Iteration 45Q: 3 clusters Score -410458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -410461.312500 Penalty: 2628.183105
	Iteration 46Q: 3 clusters Score -410461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -410461.625000 Penalty: 2628.183105
	Iteration 47Q: 3 clusters Score -410461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -410463.343750 Penalty: 2628.183105
	Iteration 48Q: 3 clusters Score -410463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -410462.906250 Penalty: 2628.183105
	Iteration 49Q: 3 clusters Score -410462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -410464.250000 Penalty: 2628.183105
	Iteration 50Q: 3 clusters Score -410464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410464.000000 Penalty: 2628.183105
	Iteration 51Q: 3 clusters Score -410464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -410464.343750 Penalty: 2628.183105
	Iteration 52Q: 3 clusters Score -410464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -410464.343750 Penalty: 2628.183105
	Iteration 53F: 3 clusters Score -410464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -67164.500000 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -67164.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66038.070312 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -66038.07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66325.820312 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -66325.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66515.929688 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -66515.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66608.367188 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -66608.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66663.570312 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -66663.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66698.226562 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -66698.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66726.328125 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -66726.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66755.812500 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -66755.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66767.062500 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -66767.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66770.351562 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -66770.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66771.179688 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -66771.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66771.757812 Penalty: 2076.828125
	Iteration 11Q: 3 clusters Score -66771.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66771.757812 Penalty: 2076.828125
	Iteration 12F: 3 clusters Score -66771.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Entering Unmasked Estep 
Score: -11063800.000000 Penalty: 1840.134766
	Iteration 0F: 2 clusters Score -1.10638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -11019217.000000 Penalty: 3680.269531
	Iteration 0F: 3 clusters Score -1.101922e+07 nChanged 39416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -11041532.000000 Penalty: 3680.269531
	Iteration 1F: 3 clusters Score -1.104153e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -11042113.000000 Penalty: 3680.269531
	Iteration 2Q: 3 clusters Score -1.104211e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -11042682.000000 Penalty: 3680.269531
	Iteration 3Q: 3 clusters Score -1.104268e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -11043359.000000 Penalty: 3680.269531
	Iteration 4Q: 3 clusters Score -1.104336e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -11044347.000000 Penalty: 3680.269531
	Iteration 5Q: 3 clusters Score -1.104435e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -11045624.000000 Penalty: 3680.269531
	Iteration 6Q: 3 clusters Score -1.104562e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -11047530.000000 Penalty: 3680.269531
	Iteration 7F: 3 clusters Score -1.104753e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -11050099.000000 Penalty: 3680.269531
	Iteration 8F: 3 clusters Score -1.10501e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -11053424.000000 Penalty: 3680.269531
	Iteration 9F: 3 clusters Score -1.105342e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -11057086.000000 Penalty: 3680.269531
	Iteration 10F: 3 clusters Score -1.105709e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -11059354.000000 Penalty: 3680.269531
	Iteration 11Q: 3 clusters Score -1.105935e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -11060310.000000 Penalty: 3680.269531
	Iteration 12Q: 3 clusters Score -1.106031e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -11060653.000000 Penalty: 3680.269531
	Iteration 13Q: 3 clusters Score -1.106065e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -11060748.000000 Penalty: 3680.269531
	Iteration 14Q: 3 clusters Score -1.106075e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -11060705.000000 Penalty: 3680.269531
	Iteration 15Q: 3 clusters Score -1.10607e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -11060705.000000 Penalty: 3680.269531
	Iteration 16Q: 3 clusters Score -1.10607e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -11060653.000000 Penalty: 3680.269531
	Iteration 17Q: 3 clusters Score -1.106065e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -11060702.000000 Penalty: 3680.269531
	Iteration 18Q: 3 clusters Score -1.10607e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -11060721.000000 Penalty: 3680.269531
	Iteration 19Q: 3 clusters Score -1.106072e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -11060720.000000 Penalty: 3680.269531
	Iteration 20F: 3 clusters Score -1.106072e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -11060716.000000 Penalty: 3680.269531
	Iteration 21Q: 3 clusters Score -1.106072e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -11060643.000000 Penalty: 3680.269531
	Iteration 22Q: 3 clusters Score -1.106064e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -11060662.000000 Penalty: 3680.269531
	Iteration 23Q: 3 clusters Score -1.106066e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -11060590.000000 Penalty: 3680.269531
	Iteration 24Q: 3 clusters Score -1.106059e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -11060608.000000 Penalty: 3680.269531
	Iteration 25Q: 3 clusters Score -1.106061e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -11060595.000000 Penalty: 3680.269531
	Iteration 26Q: 3 clusters Score -1.10606e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -11060541.000000 Penalty: 3680.269531
	Iteration 27Q: 3 clusters Score -1.106054e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -11060534.000000 Penalty: 3680.269531
	Iteration 28Q: 3 clusters Score -1.106053e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -11060426.000000 Penalty: 3680.269531
	Iteration 29Q: 3 clusters Score -1.106043e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -11060289.000000 Penalty: 3680.269531
	Iteration 30Q: 3 clusters Score -1.106029e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -11060186.000000 Penalty: 3680.269531
	Iteration 31Q: 3 clusters Score -1.106019e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -11060086.000000 Penalty: 3680.269531
	Iteration 32Q: 3 clusters Score -1.106009e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -11060015.000000 Penalty: 3680.269531
	Iteration 33Q: 3 clusters Score -1.106002e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -11060012.000000 Penalty: 3680.269531
	Iteration 34Q: 3 clusters Score -1.106001e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -11059988.000000 Penalty: 3680.269531
	Iteration 35Q: 3 clusters Score -1.105999e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -11059986.000000 Penalty: 3680.269531
	Iteration 36Q: 3 clusters Score -1.105999e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -11059931.000000 Penalty: 3680.269531
	Iteration 37Q: 3 clusters Score -1.105993e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -11059997.000000 Penalty: 3680.269531
	Iteration 38Q: 3 clusters Score -1.106e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -11060004.000000 Penalty: 3680.269531
	Iteration 39Q: 3 clusters Score -1.106e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -11060219.000000 Penalty: 3680.269531
	Iteration 40F: 3 clusters Score -1.106022e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -11060202.000000 Penalty: 3680.269531
	Iteration 41Q: 3 clusters Score -1.10602e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -11060174.000000 Penalty: 3680.269531
	Iteration 42Q: 3 clusters Score -1.106017e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -11060118.000000 Penalty: 3680.269531
	Iteration 43Q: 3 clusters Score -1.106012e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -11060157.000000 Penalty: 3680.269531
	Iteration 44Q: 3 clusters Score -1.106016e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -11060202.000000 Penalty: 3680.269531
	Iteration 45Q: 3 clusters Score -1.10602e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -11060212.000000 Penalty: 3680.269531
	Iteration 46Q: 3 clusters Score -1.106021e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -11060340.000000 Penalty: 3680.269531
	Iteration 47Q: 3 clusters Score -1.106034e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -11060501.000000 Penalty: 3680.269531
	Iteration 48Q: 3 clusters Score -1.10605e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -11060694.000000 Penalty: 3680.269531
	Iteration 49Q: 3 clusters Score -1.106069e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -11061107.000000 Penalty: 3680.269531
	Iteration 50Q: 3 clusters Score -1.106111e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -11061454.000000 Penalty: 3680.269531
	Iteration 51Q: 3 clusters Score -1.106145e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -11061693.000000 Penalty: 3680.269531
	Iteration 52Q: 3 clusters Score -1.106169e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -11061938.000000 Penalty: 3680.269531
	Iteration 53Q: 3 clusters Score -1.106194e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -11062087.000000 Penalty: 3680.269531
	Iteration 54Q: 3 clusters Score -1.106209e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -11062218.000000 Penalty: 3680.269531
	Iteration 55Q: 3 clusters Score -1.106222e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -11062336.000000 Penalty: 3680.269531
	Iteration 56Q: 3 clusters Score -1.106234e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -11062472.000000 Penalty: 3680.269531
	Iteration 57Q: 3 clusters Score -1.106247e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -11062484.000000 Penalty: 3680.269531
	Iteration 58Q: 3 clusters Score -1.106248e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -11062570.000000 Penalty: 3680.269531
	Iteration 59Q: 3 clusters Score -1.106257e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -11062878.000000 Penalty: 3680.269531
	Iteration 60F: 3 clusters Score -1.106288e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -11063105.000000 Penalty: 3680.269531
	Iteration 61Q: 3 clusters Score -1.10631e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -11063188.000000 Penalty: 3680.269531
	Iteration 62Q: 3 clusters Score -1.106319e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -11063392.000000 Penalty: 3680.269531
	Iteration 63Q: 3 clusters Score -1.106339e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -11063564.000000 Penalty: 3680.269531
	Iteration 64Q: 3 clusters Score -1.106356e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -11063691.000000 Penalty: 3680.269531
	Iteration 65Q: 3 clusters Score -1.106369e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -11063787.000000 Penalty: 3680.269531
	Iteration 66Q: 3 clusters Score -1.106379e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -11063868.000000 Penalty: 3680.269531
	Iteration 67Q: 3 clusters Score -1.106387e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -11063980.000000 Penalty: 3680.269531
	Iteration 68Q: 3 clusters Score -1.106398e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -11064126.000000 Penalty: 3680.269531
	Iteration 69Q: 3 clusters Score -1.106413e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -11064213.000000 Penalty: 3680.269531
	Iteration 70Q: 3 clusters Score -1.106421e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -11064255.000000 Penalty: 3680.269531
	Iteration 71Q: 3 clusters Score -1.106426e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -11064312.000000 Penalty: 3680.269531
	Iteration 72Q: 3 clusters Score -1.106431e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -11064396.000000 Penalty: 3680.269531
	Iteration 73Q: 3 clusters Score -1.10644e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -11064462.000000 Penalty: 3680.269531
	Iteration 74Q: 3 clusters Score -1.106446e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -11064518.000000 Penalty: 3680.269531
	Iteration 75Q: 3 clusters Score -1.106452e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -11064554.000000 Penalty: 3680.269531
	Iteration 76Q: 3 clusters Score -1.106455e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -11064576.000000 Penalty: 3680.269531
	Iteration 77Q: 3 clusters Score -1.106458e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -11064591.000000 Penalty: 3680.269531
	Iteration 78Q: 3 clusters Score -1.106459e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -11064635.000000 Penalty: 3680.269531
	Iteration 79Q: 3 clusters Score -1.106464e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -11064635.000000 Penalty: 3680.269531
	Iteration 80F: 3 clusters Score -1.106464e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -11064655.000000 Penalty: 3680.269531
	Iteration 81Q: 3 clusters Score -1.106466e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -11064674.000000 Penalty: 3680.269531
	Iteration 82Q: 3 clusters Score -1.106467e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -11064680.000000 Penalty: 3680.269531
	Iteration 83Q: 3 clusters Score -1.106468e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -11064673.000000 Penalty: 3680.269531
	Iteration 84Q: 3 clusters Score -1.106467e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -11064715.000000 Penalty: 3680.269531
	Iteration 85Q: 3 clusters Score -1.106472e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -11064640.000000 Penalty: 3680.269531
	Iteration 86Q: 3 clusters Score -1.106464e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -11064644.000000 Penalty: 3680.269531
	Iteration 87Q: 3 clusters Score -1.106464e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -11064692.000000 Penalty: 3680.269531
	Iteration 88Q: 3 clusters Score -1.106469e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -11064628.000000 Penalty: 3680.269531
	Iteration 89Q: 3 clusters Score -1.106463e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -11064493.000000 Penalty: 3680.269531
	Iteration 90Q: 3 clusters Score -1.106449e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -11064331.000000 Penalty: 3680.269531
	Iteration 91Q: 3 clusters Score -1.106433e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -11064006.000000 Penalty: 3680.269531
	Iteration 92Q: 3 clusters Score -1.106401e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -11064075.000000 Penalty: 3680.269531
	Iteration 93Q: 3 clusters Score -1.106408e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -11063859.000000 Penalty: 3680.269531
	Iteration 94Q: 3 clusters Score -1.106386e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -11063607.000000 Penalty: 3680.269531
	Iteration 95Q: 3 clusters Score -1.106361e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -11063194.000000 Penalty: 3680.269531
	Iteration 96Q: 3 clusters Score -1.106319e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -11062803.000000 Penalty: 3680.269531
	Iteration 97Q: 3 clusters Score -1.10628e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -11062419.000000 Penalty: 3680.269531
	Iteration 98Q: 3 clusters Score -1.106242e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -11062018.000000 Penalty: 3680.269531
	Iteration 99Q: 3 clusters Score -1.106202e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -11063034.000000 Penalty: 3680.269531
	Iteration 100F: 3 clusters Score -1.106303e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -11063198.000000 Penalty: 3680.269531
	Iteration 101Q: 3 clusters Score -1.10632e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -11063094.000000 Penalty: 3680.269531
	Iteration 102Q: 3 clusters Score -1.106309e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -11062944.000000 Penalty: 3680.269531
	Iteration 103Q: 3 clusters Score -1.106294e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -11062956.000000 Penalty: 3680.269531
	Iteration 104Q: 3 clusters Score -1.106296e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -11062827.000000 Penalty: 3680.269531
	Iteration 105Q: 3 clusters Score -1.106283e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -11062895.000000 Penalty: 3680.269531
	Iteration 106Q: 3 clusters Score -1.10629e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -11062896.000000 Penalty: 3680.269531
	Iteration 107Q: 3 clusters Score -1.10629e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -11062802.000000 Penalty: 3680.269531
	Iteration 108Q: 3 clusters Score -1.10628e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -11062735.000000 Penalty: 3680.269531
	Iteration 109Q: 3 clusters Score -1.106274e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -11062689.000000 Penalty: 3680.269531
	Iteration 110Q: 3 clusters Score -1.106269e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -11062688.000000 Penalty: 3680.269531
	Iteration 111Q: 3 clusters Score -1.106269e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -11062661.000000 Penalty: 3680.269531
	Iteration 112Q: 3 clusters Score -1.106266e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -11062653.000000 Penalty: 3680.269531
	Iteration 113Q: 3 clusters Score -1.106265e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -11062674.000000 Penalty: 3680.269531
	Iteration 114Q: 3 clusters Score -1.106267e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -11062650.000000 Penalty: 3680.269531
	Iteration 115Q: 3 clusters Score -1.106265e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -11062662.000000 Penalty: 3680.269531
	Iteration 116Q: 3 clusters Score -1.106266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -11062663.000000 Penalty: 3680.269531
	Iteration 117Q: 3 clusters Score -1.106266e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -11062656.000000 Penalty: 3680.269531
	Iteration 118Q: 3 clusters Score -1.106266e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -11062653.000000 Penalty: 3680.269531
	Iteration 119Q: 3 clusters Score -1.106265e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -11062659.000000 Penalty: 3680.269531
	Iteration 120F: 3 clusters Score -1.106266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -11062664.000000 Penalty: 3680.269531
	Iteration 121Q: 3 clusters Score -1.106266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -11062653.000000 Penalty: 3680.269531
	Iteration 122Q: 3 clusters Score -1.106265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -11062650.000000 Penalty: 3680.269531
	Iteration 123Q: 3 clusters Score -1.106265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -11062643.000000 Penalty: 3680.269531
	Iteration 124Q: 3 clusters Score -1.106264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -11062653.000000 Penalty: 3680.269531
	Iteration 125Q: 3 clusters Score -1.106265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -11062661.000000 Penalty: 3680.269531
	Iteration 126Q: 3 clusters Score -1.106266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -11062651.000000 Penalty: 3680.269531
	Iteration 127Q: 3 clusters Score -1.106265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -11062647.000000 Penalty: 3680.269531
	Iteration 128Q: 3 clusters Score -1.106265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -11062643.000000 Penalty: 3680.269531
	Iteration 129Q: 3 clusters Score -1.106264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -11062643.000000 Penalty: 3680.269531
	Iteration 130Q: 3 clusters Score -1.106264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -11062643.000000 Penalty: 3680.269531
	Iteration 131Q: 3 clusters Score -1.106264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -11062648.000000 Penalty: 3680.269531
	Iteration 132Q: 3 clusters Score -1.106265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11062652.000000 Penalty: 3680.269531
	Iteration 133Q: 3 clusters Score -1.106265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -11062636.000000 Penalty: 3680.269531
	Iteration 134Q: 3 clusters Score -1.106264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -11062649.000000 Penalty: 3680.269531
	Iteration 135Q: 3 clusters Score -1.106265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -11062648.000000 Penalty: 3680.269531
	Iteration 136Q: 3 clusters Score -1.106265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -11062642.000000 Penalty: 3680.269531
	Iteration 137Q: 3 clusters Score -1.106264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -11062647.000000 Penalty: 3680.269531
	Iteration 138Q: 3 clusters Score -1.106265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -11062640.000000 Penalty: 3680.269531
	Iteration 139Q: 3 clusters Score -1.106264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -11062633.000000 Penalty: 3680.269531
	Iteration 140F: 3 clusters Score -1.106263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -11062632.000000 Penalty: 3680.269531
	Iteration 141Q: 3 clusters Score -1.106263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -11062635.000000 Penalty: 3680.269531
	Iteration 142Q: 3 clusters Score -1.106264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -11062622.000000 Penalty: 3680.269531
	Iteration 143Q: 3 clusters Score -1.106262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -11062634.000000 Penalty: 3680.269531
	Iteration 144Q: 3 clusters Score -1.106263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -11062632.000000 Penalty: 3680.269531
	Iteration 145Q: 3 clusters Score -1.106263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -11062628.000000 Penalty: 3680.269531
	Iteration 146Q: 3 clusters Score -1.106263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -11062627.000000 Penalty: 3680.269531
	Iteration 147Q: 3 clusters Score -1.106263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -11062629.000000 Penalty: 3680.269531
	Iteration 148Q: 3 clusters Score -1.106263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -11062621.000000 Penalty: 3680.269531
	Iteration 149Q: 3 clusters Score -1.106262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -11062621.000000 Penalty: 3680.269531
	Iteration 150F: 3 clusters Score -1.106262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -26897.818359 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -26897.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26160.714844 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -26160.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26261.806641 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -26261.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26289.890625 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -26289.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26308.207031 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -26308.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -26314.744141 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -26314.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -26314.744141 Penalty: 1778.487915
	Iteration 5F: 3 clusters Score -26314.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -51388.570312 Penalty: 1023.280212
	Iteration 0F: 2 clusters Score -51388.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50448.257812 Penalty: 2046.560425
	Iteration 0F: 3 clusters Score -50448.26 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51047.855469 Penalty: 2046.560425
	Iteration 1F: 3 clusters Score -51047.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51225.062500 Penalty: 2046.560425
	Iteration 2F: 3 clusters Score -51225.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51310.769531 Penalty: 2046.560425
	Iteration 3Q: 3 clusters Score -51310.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51343.453125 Penalty: 2046.560425
	Iteration 4Q: 3 clusters Score -51343.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51369.324219 Penalty: 2046.560425
	Iteration 5Q: 3 clusters Score -51369.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51385.546875 Penalty: 2046.560425
	Iteration 6Q: 3 clusters Score -51385.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51404.648438 Penalty: 2046.560425
	Iteration 7Q: 3 clusters Score -51404.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51407.210938 Penalty: 2046.560425
	Iteration 8Q: 3 clusters Score -51407.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51407.210938 Penalty: 2046.560425
	Iteration 9F: 3 clusters Score -51407.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85950464.000000 Penalty: 98007.054688
Splitting cluster 19 changes total score from -85952072.000000 to -85950464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -117860.484375 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -117860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116541.554688 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -116541.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117023.250000 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -117023.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -117208.648438 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -117208.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -117333.031250 Penalty: 2243.391357
	Iteration 3F: 3 clusters Score -117333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -117461.101562 Penalty: 2243.391357
	Iteration 4F: 3 clusters Score -117461.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -117576.023438 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -117576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -117654.281250 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -117654.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117749.773438 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -117749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117838.960938 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -117839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117913.515625 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -117913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117984.765625 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -117984.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118045.351562 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -118045.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118109.164062 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -118109.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118167.109375 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -118167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118220.734375 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -118220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118271.835938 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -118271.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118337.851562 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -118337.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118390.101562 Penalty: 2243.391357
	Iteration 17Q: 3 clusters Score -118390.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118434.835938 Penalty: 2243.391357
	Iteration 18Q: 3 clusters Score -118434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118450.085938 Penalty: 2243.391357
	Iteration 19Q: 3 clusters Score -118450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118455.421875 Penalty: 2243.391357
	Iteration 20F: 3 clusters Score -118455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 584 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85951088.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85952072.000000 to -85951088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2606000.000000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2606000 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2609799.750000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609800 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2610150.000000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610150 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2610427.000000 Penalty: 3148.096191
	Iteration 3Q: 3 clusters Score -2610427 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2610695.250000 Penalty: 3148.096191
	Iteration 4Q: 3 clusters Score -2610695 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2610963.750000 Penalty: 3148.096191
	Iteration 5Q: 3 clusters Score -2610964 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2611276.250000 Penalty: 3148.096191
	Iteration 6Q: 3 clusters Score -2611276 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2611662.750000 Penalty: 3148.096191
	Iteration 7Q: 3 clusters Score -2611663 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2612201.750000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2612202 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2613007.250000 Penalty: 3148.096191
	Iteration 9F: 3 clusters Score -2613007 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2613960.500000 Penalty: 3148.096191
	Iteration 10F: 3 clusters Score -2613960 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2614727.250000 Penalty: 3148.096191
	Iteration 11F: 3 clusters Score -2614727 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2615341.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2615342 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2615837.250000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615837 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2616230.750000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2616231 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2616517.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2616518 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2616724.250000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2616724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2616838.500000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2616838 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2616895.750000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2616896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2616919.000000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2616919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2616941.000000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2616941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2616947.250000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2616947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2616951.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2616952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2616964.000000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2616964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2616964.500000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2616964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2616964.500000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2616964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2616966.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2616966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2616966.500000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2616966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2616968.250000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2616968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2616967.250000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2616967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2616971.250000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2616971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2616965.250000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2616965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2616968.250000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2616968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2616968.250000 Penalty: 3148.096191
	Iteration 33F: 3 clusters Score -2616968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 10568 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85950840.000000 Penalty: 98007.054688
Splitting cluster 21 changes total score from -85952072.000000 to -85950840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (27814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Entering Unmasked Estep 
Score: -3723518.750000 Penalty: 1662.910400
	Iteration 0F: 2 clusters Score -3723519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3704640.000000 Penalty: 3325.820801
	Iteration 0F: 3 clusters Score -3704640 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3711975.500000 Penalty: 3325.820801
	Iteration 1F: 3 clusters Score -3711976 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3712315.250000 Penalty: 3325.820801
	Iteration 2Q: 3 clusters Score -3712315 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3712605.000000 Penalty: 3325.820801
	Iteration 3Q: 3 clusters Score -3712605 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3712841.000000 Penalty: 3325.820801
	Iteration 4Q: 3 clusters Score -3712841 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3713051.500000 Penalty: 3325.820801
	Iteration 5Q: 3 clusters Score -3713052 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3713282.750000 Penalty: 3325.820801
	Iteration 6Q: 3 clusters Score -3713283 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3713569.750000 Penalty: 3325.820801
	Iteration 7Q: 3 clusters Score -3713570 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3713929.500000 Penalty: 3325.820801
	Iteration 8Q: 3 clusters Score -3713930 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3714464.250000 Penalty: 3325.820801
	Iteration 9Q: 3 clusters Score -3714464 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3715256.500000 Penalty: 3325.820801
	Iteration 10Q: 3 clusters Score -3715256 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3716186.250000 Penalty: 3325.820801
	Iteration 11F: 3 clusters Score -3716186 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3717045.500000 Penalty: 3325.820801
	Iteration 12Q: 3 clusters Score -3717046 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3717748.750000 Penalty: 3325.820801
	Iteration 13Q: 3 clusters Score -3717749 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3718154.750000 Penalty: 3325.820801
	Iteration 14Q: 3 clusters Score -3718155 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3718466.750000 Penalty: 3325.820801
	Iteration 15Q: 3 clusters Score -3718467 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3718698.500000 Penalty: 3325.820801
	Iteration 16Q: 3 clusters Score -3718698 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3718894.000000 Penalty: 3325.820801
	Iteration 17Q: 3 clusters Score -3718894 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3719098.000000 Penalty: 3325.820801
	Iteration 18Q: 3 clusters Score -3719098 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3719328.750000 Penalty: 3325.820801
	Iteration 19Q: 3 clusters Score -3719329 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3719558.250000 Penalty: 3325.820801
	Iteration 20F: 3 clusters Score -3719558 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3719814.250000 Penalty: 3325.820801
	Iteration 21Q: 3 clusters Score -3719814 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3720064.500000 Penalty: 3325.820801
	Iteration 22Q: 3 clusters Score -3720064 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3720292.000000 Penalty: 3325.820801
	Iteration 23Q: 3 clusters Score -3720292 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3720507.750000 Penalty: 3325.820801
	Iteration 24Q: 3 clusters Score -3720508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3720706.250000 Penalty: 3325.820801
	Iteration 25Q: 3 clusters Score -3720706 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3720893.250000 Penalty: 3325.820801
	Iteration 26Q: 3 clusters Score -3720893 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3721072.250000 Penalty: 3325.820801
	Iteration 27Q: 3 clusters Score -3721072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3721215.750000 Penalty: 3325.820801
	Iteration 28Q: 3 clusters Score -3721216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3721369.500000 Penalty: 3325.820801
	Iteration 29Q: 3 clusters Score -3721370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3721504.750000 Penalty: 3325.820801
	Iteration 30Q: 3 clusters Score -3721505 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3721623.000000 Penalty: 3325.820801
	Iteration 31Q: 3 clusters Score -3721623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3721723.750000 Penalty: 3325.820801
	Iteration 32Q: 3 clusters Score -3721724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3721797.750000 Penalty: 3325.820801
	Iteration 33Q: 3 clusters Score -3721798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3721884.250000 Penalty: 3325.820801
	Iteration 34Q: 3 clusters Score -3721884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3721934.500000 Penalty: 3325.820801
	Iteration 35Q: 3 clusters Score -3721934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3721962.500000 Penalty: 3325.820801
	Iteration 36Q: 3 clusters Score -3721962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3721988.750000 Penalty: 3325.820801
	Iteration 37Q: 3 clusters Score -3721989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3722001.750000 Penalty: 3325.820801
	Iteration 38Q: 3 clusters Score -3722002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3722017.000000 Penalty: 3325.820801
	Iteration 39Q: 3 clusters Score -3722017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3722032.750000 Penalty: 3325.820801
	Iteration 40F: 3 clusters Score -3722033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3722041.250000 Penalty: 3325.820801
	Iteration 41Q: 3 clusters Score -3722041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3722051.000000 Penalty: 3325.820801
	Iteration 42Q: 3 clusters Score -3722051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3722054.000000 Penalty: 3325.820801
	Iteration 43Q: 3 clusters Score -3722054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3722059.000000 Penalty: 3325.820801
	Iteration 44Q: 3 clusters Score -3722059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3722063.250000 Penalty: 3325.820801
	Iteration 45Q: 3 clusters Score -3722063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3722065.750000 Penalty: 3325.820801
	Iteration 46Q: 3 clusters Score -3722066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3722068.000000 Penalty: 3325.820801
	Iteration 47Q: 3 clusters Score -3722068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3722069.000000 Penalty: 3325.820801
	Iteration 48Q: 3 clusters Score -3722069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3722072.000000 Penalty: 3325.820801
	Iteration 49Q: 3 clusters Score -3722072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3722074.500000 Penalty: 3325.820801
	Iteration 50Q: 3 clusters Score -3722074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3722077.250000 Penalty: 3325.820801
	Iteration 51Q: 3 clusters Score -3722077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3722078.500000 Penalty: 3325.820801
	Iteration 52Q: 3 clusters Score -3722078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3722078.750000 Penalty: 3325.820801
	Iteration 53Q: 3 clusters Score -3722079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3722078.750000 Penalty: 3325.820801
	Iteration 54F: 3 clusters Score -3722079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -16697.601562 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -16697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15966.218750 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -15966.22 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16195.029297 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -16195.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16314.734375 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -16314.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16404.281250 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -16404.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16432.246094 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -16432.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16501.490234 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -16501.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16535.371094 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -16535.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16537.513672 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -16537.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16537.513672 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -16537.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23911.919922 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23911.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24080.679688 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24080.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24173.189453 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -24173.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24208.861328 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24208.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24226.734375 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24226.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24238.742188 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24238.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24239.570312 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -24239.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24239.570312 Penalty: 1749.960938
	Iteration 7F: 3 clusters Score -24239.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -481931.875000 Penalty: 1333.968384
	Iteration 0F: 2 clusters Score -481931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -478818.812500 Penalty: 2667.936768
	Iteration 0F: 3 clusters Score -478818.8 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -479532.375000 Penalty: 2667.936768
	Iteration 1F: 3 clusters Score -479532.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -479640.812500 Penalty: 2667.936768
	Iteration 2F: 3 clusters Score -479640.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -479720.593750 Penalty: 2667.936768
	Iteration 3Q: 3 clusters Score -479720.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -479782.406250 Penalty: 2667.936768
	Iteration 4Q: 3 clusters Score -479782.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -479824.812500 Penalty: 2667.936768
	Iteration 5Q: 3 clusters Score -479824.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -479867.812500 Penalty: 2667.936768
	Iteration 6Q: 3 clusters Score -479867.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -479910.531250 Penalty: 2667.936768
	Iteration 7Q: 3 clusters Score -479910.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -479951.156250 Penalty: 2667.936768
	Iteration 8Q: 3 clusters Score -479951.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -479991.750000 Penalty: 2667.936768
	Iteration 9Q: 3 clusters Score -479991.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -480024.375000 Penalty: 2667.936768
	Iteration 10Q: 3 clusters Score -480024.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -480057.406250 Penalty: 2667.936768
	Iteration 11Q: 3 clusters Score -480057.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -480089.562500 Penalty: 2667.936768
	Iteration 12Q: 3 clusters Score -480089.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -480132.312500 Penalty: 2667.936768
	Iteration 13Q: 3 clusters Score -480132.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -480174.843750 Penalty: 2667.936768
	Iteration 14Q: 3 clusters Score -480174.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -480218.625000 Penalty: 2667.936768
	Iteration 15Q: 3 clusters Score -480218.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -480270.218750 Penalty: 2667.936768
	Iteration 16Q: 3 clusters Score -480270.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -480328.687500 Penalty: 2667.936768
	Iteration 17Q: 3 clusters Score -480328.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -480371.437500 Penalty: 2667.936768
	Iteration 18Q: 3 clusters Score -480371.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -480407.156250 Penalty: 2667.936768
	Iteration 19Q: 3 clusters Score -480407.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -480453.531250 Penalty: 2667.936768
	Iteration 20F: 3 clusters Score -480453.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -480492.750000 Penalty: 2667.936768
	Iteration 21Q: 3 clusters Score -480492.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -480526.093750 Penalty: 2667.936768
	Iteration 22Q: 3 clusters Score -480526.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -480549.187500 Penalty: 2667.936768
	Iteration 23Q: 3 clusters Score -480549.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -480575.812500 Penalty: 2667.936768
	Iteration 24Q: 3 clusters Score -480575.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -480607.531250 Penalty: 2667.936768
	Iteration 25Q: 3 clusters Score -480607.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -480640.562500 Penalty: 2667.936768
	Iteration 26Q: 3 clusters Score -480640.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -480690.000000 Penalty: 2667.936768
	Iteration 27Q: 3 clusters Score -480690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -480732.750000 Penalty: 2667.936768
	Iteration 28Q: 3 clusters Score -480732.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -480777.968750 Penalty: 2667.936768
	Iteration 29Q: 3 clusters Score -480778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -480819.093750 Penalty: 2667.936768
	Iteration 30Q: 3 clusters Score -480819.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -480849.375000 Penalty: 2667.936768
	Iteration 31Q: 3 clusters Score -480849.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -480871.500000 Penalty: 2667.936768
	Iteration 32Q: 3 clusters Score -480871.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -480891.437500 Penalty: 2667.936768
	Iteration 33Q: 3 clusters Score -480891.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -480911.968750 Penalty: 2667.936768
	Iteration 34Q: 3 clusters Score -480912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -480929.031250 Penalty: 2667.936768
	Iteration 35Q: 3 clusters Score -480929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -480935.125000 Penalty: 2667.936768
	Iteration 36Q: 3 clusters Score -480935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -480940.656250 Penalty: 2667.936768
	Iteration 37Q: 3 clusters Score -480940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -480945.593750 Penalty: 2667.936768
	Iteration 38Q: 3 clusters Score -480945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -480951.437500 Penalty: 2667.936768
	Iteration 39Q: 3 clusters Score -480951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -480956.000000 Penalty: 2667.936768
	Iteration 40F: 3 clusters Score -480956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -480958.531250 Penalty: 2667.936768
	Iteration 41Q: 3 clusters Score -480958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -480960.156250 Penalty: 2667.936768
	Iteration 42Q: 3 clusters Score -480960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -480964.968750 Penalty: 2667.936768
	Iteration 43Q: 3 clusters Score -480965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -480967.468750 Penalty: 2667.936768
	Iteration 44Q: 3 clusters Score -480967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -480969.406250 Penalty: 2667.936768
	Iteration 45Q: 3 clusters Score -480969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -480972.781250 Penalty: 2667.936768
	Iteration 46Q: 3 clusters Score -480972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -480976.343750 Penalty: 2667.936768
	Iteration 47Q: 3 clusters Score -480976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480977.562500 Penalty: 2667.936768
	Iteration 48Q: 3 clusters Score -480977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480978.031250 Penalty: 2667.936768
	Iteration 49Q: 3 clusters Score -480978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -480978.250000 Penalty: 2667.936768
	Iteration 50Q: 3 clusters Score -480978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480978.312500 Penalty: 2667.936768
	Iteration 51Q: 3 clusters Score -480978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480978.312500 Penalty: 2667.936768
	Iteration 52F: 3 clusters Score -480978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Entering Unmasked Estep 
Score: -1238444.750000 Penalty: 1491.529541
	Iteration 0F: 2 clusters Score -1238445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1231520.125000 Penalty: 2983.059082
	Iteration 0F: 3 clusters Score -1231520 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1233898.500000 Penalty: 2983.059082
	Iteration 1F: 3 clusters Score -1233898 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1234350.125000 Penalty: 2983.059082
	Iteration 2F: 3 clusters Score -1234350 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1234760.750000 Penalty: 2983.059082
	Iteration 3F: 3 clusters Score -1234761 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1235196.500000 Penalty: 2983.059082
	Iteration 4F: 3 clusters Score -1235196 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1235609.250000 Penalty: 2983.059082
	Iteration 5F: 3 clusters Score -1235609 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1235961.875000 Penalty: 2983.059082
	Iteration 6F: 3 clusters Score -1235962 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1236225.125000 Penalty: 2983.059082
	Iteration 7Q: 3 clusters Score -1236225 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1236432.875000 Penalty: 2983.059082
	Iteration 8Q: 3 clusters Score -1236433 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1236617.750000 Penalty: 2983.059082
	Iteration 9Q: 3 clusters Score -1236618 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1236783.250000 Penalty: 2983.059082
	Iteration 10Q: 3 clusters Score -1236783 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1236934.875000 Penalty: 2983.059082
	Iteration 11Q: 3 clusters Score -1236935 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1237059.000000 Penalty: 2983.059082
	Iteration 12Q: 3 clusters Score -1237059 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1237178.625000 Penalty: 2983.059082
	Iteration 13Q: 3 clusters Score -1237179 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1237281.625000 Penalty: 2983.059082
	Iteration 14Q: 3 clusters Score -1237282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1237347.125000 Penalty: 2983.059082
	Iteration 15Q: 3 clusters Score -1237347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1237410.375000 Penalty: 2983.059082
	Iteration 16Q: 3 clusters Score -1237410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1237452.375000 Penalty: 2983.059082
	Iteration 17Q: 3 clusters Score -1237452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1237483.875000 Penalty: 2983.059082
	Iteration 18Q: 3 clusters Score -1237484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1237514.125000 Penalty: 2983.059082
	Iteration 19Q: 3 clusters Score -1237514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1237534.625000 Penalty: 2983.059082
	Iteration 20F: 3 clusters Score -1237535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1237550.750000 Penalty: 2983.059082
	Iteration 21Q: 3 clusters Score -1237551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1237569.625000 Penalty: 2983.059082
	Iteration 22Q: 3 clusters Score -1237570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1237578.125000 Penalty: 2983.059082
	Iteration 23Q: 3 clusters Score -1237578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1237586.625000 Penalty: 2983.059082
	Iteration 24Q: 3 clusters Score -1237587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1237599.750000 Penalty: 2983.059082
	Iteration 25Q: 3 clusters Score -1237600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1237607.500000 Penalty: 2983.059082
	Iteration 26Q: 3 clusters Score -1237608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1237613.750000 Penalty: 2983.059082
	Iteration 27Q: 3 clusters Score -1237614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1237620.500000 Penalty: 2983.059082
	Iteration 28Q: 3 clusters Score -1237620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1237625.000000 Penalty: 2983.059082
	Iteration 29Q: 3 clusters Score -1237625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1237629.875000 Penalty: 2983.059082
	Iteration 30Q: 3 clusters Score -1237630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1237633.625000 Penalty: 2983.059082
	Iteration 31Q: 3 clusters Score -1237634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1237635.750000 Penalty: 2983.059082
	Iteration 32Q: 3 clusters Score -1237636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1237637.750000 Penalty: 2983.059082
	Iteration 33Q: 3 clusters Score -1237638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1237637.500000 Penalty: 2983.059082
	Iteration 34Q: 3 clusters Score -1237638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1237637.500000 Penalty: 2983.059082
	Iteration 35F: 3 clusters Score -1237638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Entering Unmasked Estep 
Score: -3268645.750000 Penalty: 1646.633667
	Iteration 0F: 2 clusters Score -3268646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3251631.500000 Penalty: 3293.267334
	Iteration 0F: 3 clusters Score -3251632 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3258122.000000 Penalty: 3293.267334
	Iteration 1F: 3 clusters Score -3258122 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3258695.750000 Penalty: 3293.267334
	Iteration 2F: 3 clusters Score -3258696 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3259321.000000 Penalty: 3293.267334
	Iteration 3F: 3 clusters Score -3259321 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3260128.500000 Penalty: 3293.267334
	Iteration 4F: 3 clusters Score -3260128 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3261148.250000 Penalty: 3293.267334
	Iteration 5F: 3 clusters Score -3261148 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3262387.250000 Penalty: 3293.267334
	Iteration 6F: 3 clusters Score -3262387 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3263657.000000 Penalty: 3293.267334
	Iteration 7F: 3 clusters Score -3263657 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3264648.250000 Penalty: 3293.267334
	Iteration 8F: 3 clusters Score -3264648 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3265184.500000 Penalty: 3293.267334
	Iteration 9Q: 3 clusters Score -3265184 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3265455.750000 Penalty: 3293.267334
	Iteration 10Q: 3 clusters Score -3265456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3265649.500000 Penalty: 3293.267334
	Iteration 11Q: 3 clusters Score -3265650 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3265744.250000 Penalty: 3293.267334
	Iteration 12Q: 3 clusters Score -3265744 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3265863.500000 Penalty: 3293.267334
	Iteration 13Q: 3 clusters Score -3265864 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3265929.250000 Penalty: 3293.267334
	Iteration 14Q: 3 clusters Score -3265929 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3265973.250000 Penalty: 3293.267334
	Iteration 15Q: 3 clusters Score -3265973 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3266048.750000 Penalty: 3293.267334
	Iteration 16Q: 3 clusters Score -3266049 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3266106.000000 Penalty: 3293.267334
	Iteration 17Q: 3 clusters Score -3266106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3266145.500000 Penalty: 3293.267334
	Iteration 18Q: 3 clusters Score -3266146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3266200.500000 Penalty: 3293.267334
	Iteration 19Q: 3 clusters Score -3266200 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3266246.250000 Penalty: 3293.267334
	Iteration 20F: 3 clusters Score -3266246 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3266274.500000 Penalty: 3293.267334
	Iteration 21Q: 3 clusters Score -3266274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3266310.250000 Penalty: 3293.267334
	Iteration 22Q: 3 clusters Score -3266310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3266342.500000 Penalty: 3293.267334
	Iteration 23Q: 3 clusters Score -3266342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3266370.250000 Penalty: 3293.267334
	Iteration 24Q: 3 clusters Score -3266370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3266400.750000 Penalty: 3293.267334
	Iteration 25Q: 3 clusters Score -3266401 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3266441.000000 Penalty: 3293.267334
	Iteration 26Q: 3 clusters Score -3266441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3266456.500000 Penalty: 3293.267334
	Iteration 27Q: 3 clusters Score -3266456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3266472.250000 Penalty: 3293.267334
	Iteration 28Q: 3 clusters Score -3266472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3266489.000000 Penalty: 3293.267334
	Iteration 29Q: 3 clusters Score -3266489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3266514.500000 Penalty: 3293.267334
	Iteration 30Q: 3 clusters Score -3266514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3266532.500000 Penalty: 3293.267334
	Iteration 31Q: 3 clusters Score -3266532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3266561.250000 Penalty: 3293.267334
	Iteration 32Q: 3 clusters Score -3266561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3266566.250000 Penalty: 3293.267334
	Iteration 33Q: 3 clusters Score -3266566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3266577.000000 Penalty: 3293.267334
	Iteration 34Q: 3 clusters Score -3266577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3266603.750000 Penalty: 3293.267334
	Iteration 35Q: 3 clusters Score -3266604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3266613.000000 Penalty: 3293.267334
	Iteration 36Q: 3 clusters Score -3266613 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3266642.500000 Penalty: 3293.267334
	Iteration 37Q: 3 clusters Score -3266642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3266649.750000 Penalty: 3293.267334
	Iteration 38Q: 3 clusters Score -3266650 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3266666.250000 Penalty: 3293.267334
	Iteration 39Q: 3 clusters Score -3266666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3266676.250000 Penalty: 3293.267334
	Iteration 40F: 3 clusters Score -3266676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3266705.750000 Penalty: 3293.267334
	Iteration 41Q: 3 clusters Score -3266706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3266706.500000 Penalty: 3293.267334
	Iteration 42Q: 3 clusters Score -3266706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3266727.250000 Penalty: 3293.267334
	Iteration 43Q: 3 clusters Score -3266727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3266743.000000 Penalty: 3293.267334
	Iteration 44Q: 3 clusters Score -3266743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3266758.750000 Penalty: 3293.267334
	Iteration 45Q: 3 clusters Score -3266759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3266766.250000 Penalty: 3293.267334
	Iteration 46Q: 3 clusters Score -3266766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3266776.250000 Penalty: 3293.267334
	Iteration 47Q: 3 clusters Score -3266776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3266782.000000 Penalty: 3293.267334
	Iteration 48Q: 3 clusters Score -3266782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3266795.500000 Penalty: 3293.267334
	Iteration 49Q: 3 clusters Score -3266796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3266816.750000 Penalty: 3293.267334
	Iteration 50Q: 3 clusters Score -3266817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3266814.500000 Penalty: 3293.267334
	Iteration 51Q: 3 clusters Score -3266814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3266815.250000 Penalty: 3293.267334
	Iteration 52Q: 3 clusters Score -3266815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3266818.500000 Penalty: 3293.267334
	Iteration 53Q: 3 clusters Score -3266818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3266831.250000 Penalty: 3293.267334
	Iteration 54Q: 3 clusters Score -3266831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3266832.250000 Penalty: 3293.267334
	Iteration 55Q: 3 clusters Score -3266832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3266845.750000 Penalty: 3293.267334
	Iteration 56Q: 3 clusters Score -3266846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3266856.000000 Penalty: 3293.267334
	Iteration 57Q: 3 clusters Score -3266856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3266849.250000 Penalty: 3293.267334
	Iteration 58Q: 3 clusters Score -3266849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3266858.000000 Penalty: 3293.267334
	Iteration 59Q: 3 clusters Score -3266858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3266865.750000 Penalty: 3293.267334
	Iteration 60F: 3 clusters Score -3266866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3266854.500000 Penalty: 3293.267334
	Iteration 61Q: 3 clusters Score -3266854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3266843.750000 Penalty: 3293.267334
	Iteration 62Q: 3 clusters Score -3266844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3266850.000000 Penalty: 3293.267334
	Iteration 63Q: 3 clusters Score -3266850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3266860.250000 Penalty: 3293.267334
	Iteration 64Q: 3 clusters Score -3266860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3266874.750000 Penalty: 3293.267334
	Iteration 65Q: 3 clusters Score -3266875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3266866.250000 Penalty: 3293.267334
	Iteration 66Q: 3 clusters Score -3266866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3266876.250000 Penalty: 3293.267334
	Iteration 67Q: 3 clusters Score -3266876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3266887.250000 Penalty: 3293.267334
	Iteration 68Q: 3 clusters Score -3266887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3266888.000000 Penalty: 3293.267334
	Iteration 69Q: 3 clusters Score -3266888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3266895.500000 Penalty: 3293.267334
	Iteration 70Q: 3 clusters Score -3266896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3266902.750000 Penalty: 3293.267334
	Iteration 71Q: 3 clusters Score -3266903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3266913.750000 Penalty: 3293.267334
	Iteration 72Q: 3 clusters Score -3266914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3266912.000000 Penalty: 3293.267334
	Iteration 73Q: 3 clusters Score -3266912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3266914.500000 Penalty: 3293.267334
	Iteration 74Q: 3 clusters Score -3266914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3266933.000000 Penalty: 3293.267334
	Iteration 75Q: 3 clusters Score -3266933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3266937.750000 Penalty: 3293.267334
	Iteration 76Q: 3 clusters Score -3266938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3266934.750000 Penalty: 3293.267334
	Iteration 77Q: 3 clusters Score -3266935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3266948.250000 Penalty: 3293.267334
	Iteration 78Q: 3 clusters Score -3266948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3266955.000000 Penalty: 3293.267334
	Iteration 79Q: 3 clusters Score -3266955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3266951.250000 Penalty: 3293.267334
	Iteration 80F: 3 clusters Score -3266951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3266969.500000 Penalty: 3293.267334
	Iteration 81Q: 3 clusters Score -3266970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3266979.250000 Penalty: 3293.267334
	Iteration 82Q: 3 clusters Score -3266979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3266982.250000 Penalty: 3293.267334
	Iteration 83Q: 3 clusters Score -3266982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3266989.250000 Penalty: 3293.267334
	Iteration 84Q: 3 clusters Score -3266989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3266997.500000 Penalty: 3293.267334
	Iteration 85Q: 3 clusters Score -3266998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3266996.250000 Penalty: 3293.267334
	Iteration 86Q: 3 clusters Score -3266996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3267020.750000 Penalty: 3293.267334
	Iteration 87Q: 3 clusters Score -3267021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3267042.000000 Penalty: 3293.267334
	Iteration 88Q: 3 clusters Score -3267042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3267037.750000 Penalty: 3293.267334
	Iteration 89Q: 3 clusters Score -3267038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3267054.750000 Penalty: 3293.267334
	Iteration 90Q: 3 clusters Score -3267055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3267061.750000 Penalty: 3293.267334
	Iteration 91Q: 3 clusters Score -3267062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3267060.500000 Penalty: 3293.267334
	Iteration 92Q: 3 clusters Score -3267060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3267062.000000 Penalty: 3293.267334
	Iteration 93Q: 3 clusters Score -3267062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3267064.500000 Penalty: 3293.267334
	Iteration 94Q: 3 clusters Score -3267064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3267076.750000 Penalty: 3293.267334
	Iteration 95Q: 3 clusters Score -3267077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3267072.750000 Penalty: 3293.267334
	Iteration 96Q: 3 clusters Score -3267073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3267083.750000 Penalty: 3293.267334
	Iteration 97Q: 3 clusters Score -3267084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3267084.000000 Penalty: 3293.267334
	Iteration 98Q: 3 clusters Score -3267084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3267086.500000 Penalty: 3293.267334
	Iteration 99Q: 3 clusters Score -3267086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3267092.250000 Penalty: 3293.267334
	Iteration 100F: 3 clusters Score -3267092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3267108.500000 Penalty: 3293.267334
	Iteration 101Q: 3 clusters Score -3267108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3267122.500000 Penalty: 3293.267334
	Iteration 102Q: 3 clusters Score -3267122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3267115.500000 Penalty: 3293.267334
	Iteration 103Q: 3 clusters Score -3267116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3267125.250000 Penalty: 3293.267334
	Iteration 104Q: 3 clusters Score -3267125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3267126.500000 Penalty: 3293.267334
	Iteration 105Q: 3 clusters Score -3267126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3267137.750000 Penalty: 3293.267334
	Iteration 106Q: 3 clusters Score -3267138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3267138.000000 Penalty: 3293.267334
	Iteration 107Q: 3 clusters Score -3267138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3267140.500000 Penalty: 3293.267334
	Iteration 108Q: 3 clusters Score -3267140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3267159.250000 Penalty: 3293.267334
	Iteration 109Q: 3 clusters Score -3267159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3267157.000000 Penalty: 3293.267334
	Iteration 110Q: 3 clusters Score -3267157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3267147.750000 Penalty: 3293.267334
	Iteration 111Q: 3 clusters Score -3267148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3267162.000000 Penalty: 3293.267334
	Iteration 112Q: 3 clusters Score -3267162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3267181.500000 Penalty: 3293.267334
	Iteration 113Q: 3 clusters Score -3267182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3267183.250000 Penalty: 3293.267334
	Iteration 114Q: 3 clusters Score -3267183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3267184.500000 Penalty: 3293.267334
	Iteration 115Q: 3 clusters Score -3267184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3267196.250000 Penalty: 3293.267334
	Iteration 116Q: 3 clusters Score -3267196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3267199.250000 Penalty: 3293.267334
	Iteration 117Q: 3 clusters Score -3267199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3267215.750000 Penalty: 3293.267334
	Iteration 118Q: 3 clusters Score -3267216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3267224.750000 Penalty: 3293.267334
	Iteration 119Q: 3 clusters Score -3267225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3267238.750000 Penalty: 3293.267334
	Iteration 120F: 3 clusters Score -3267239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3267242.250000 Penalty: 3293.267334
	Iteration 121Q: 3 clusters Score -3267242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3267245.500000 Penalty: 3293.267334
	Iteration 122Q: 3 clusters Score -3267246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3267254.250000 Penalty: 3293.267334
	Iteration 123Q: 3 clusters Score -3267254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3267264.250000 Penalty: 3293.267334
	Iteration 124Q: 3 clusters Score -3267264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3267268.000000 Penalty: 3293.267334
	Iteration 125Q: 3 clusters Score -3267268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3267264.750000 Penalty: 3293.267334
	Iteration 126Q: 3 clusters Score -3267265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3267273.500000 Penalty: 3293.267334
	Iteration 127Q: 3 clusters Score -3267274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3267273.500000 Penalty: 3293.267334
	Iteration 128Q: 3 clusters Score -3267274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3267274.000000 Penalty: 3293.267334
	Iteration 129Q: 3 clusters Score -3267274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3267267.750000 Penalty: 3293.267334
	Iteration 130Q: 3 clusters Score -3267268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3267269.250000 Penalty: 3293.267334
	Iteration 131Q: 3 clusters Score -3267269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3267271.250000 Penalty: 3293.267334
	Iteration 132Q: 3 clusters Score -3267271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3267269.500000 Penalty: 3293.267334
	Iteration 133Q: 3 clusters Score -3267270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3267275.750000 Penalty: 3293.267334
	Iteration 134Q: 3 clusters Score -3267276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3267280.250000 Penalty: 3293.267334
	Iteration 135Q: 3 clusters Score -3267280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3267281.250000 Penalty: 3293.267334
	Iteration 136Q: 3 clusters Score -3267281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3267289.000000 Penalty: 3293.267334
	Iteration 137Q: 3 clusters Score -3267289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3267294.250000 Penalty: 3293.267334
	Iteration 138Q: 3 clusters Score -3267294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3267294.250000 Penalty: 3293.267334
	Iteration 139Q: 3 clusters Score -3267294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3267306.250000 Penalty: 3293.267334
	Iteration 140F: 3 clusters Score -3267306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3267309.000000 Penalty: 3293.267334
	Iteration 141Q: 3 clusters Score -3267309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3267299.500000 Penalty: 3293.267334
	Iteration 142Q: 3 clusters Score -3267300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3267302.000000 Penalty: 3293.267334
	Iteration 143Q: 3 clusters Score -3267302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3267304.500000 Penalty: 3293.267334
	Iteration 144Q: 3 clusters Score -3267304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3267308.250000 Penalty: 3293.267334
	Iteration 145Q: 3 clusters Score -3267308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3267310.500000 Penalty: 3293.267334
	Iteration 146Q: 3 clusters Score -3267310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3267318.500000 Penalty: 3293.267334
	Iteration 147Q: 3 clusters Score -3267318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3267321.750000 Penalty: 3293.267334
	Iteration 148Q: 3 clusters Score -3267322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3267325.500000 Penalty: 3293.267334
	Iteration 149Q: 3 clusters Score -3267326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3267324.500000 Penalty: 3293.267334
	Iteration 150Q: 3 clusters Score -3267324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3267332.000000 Penalty: 3293.267334
	Iteration 151Q: 3 clusters Score -3267332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3267334.500000 Penalty: 3293.267334
	Iteration 152Q: 3 clusters Score -3267334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3267334.250000 Penalty: 3293.267334
	Iteration 153Q: 3 clusters Score -3267334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3267335.500000 Penalty: 3293.267334
	Iteration 154Q: 3 clusters Score -3267336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3267341.000000 Penalty: 3293.267334
	Iteration 155Q: 3 clusters Score -3267341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3267341.000000 Penalty: 3293.267334
	Iteration 156Q: 3 clusters Score -3267341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3267362.250000 Penalty: 3293.267334
	Iteration 157Q: 3 clusters Score -3267362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3267356.750000 Penalty: 3293.267334
	Iteration 158Q: 3 clusters Score -3267357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3267356.500000 Penalty: 3293.267334
	Iteration 159Q: 3 clusters Score -3267356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3267355.000000 Penalty: 3293.267334
	Iteration 160F: 3 clusters Score -3267355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3267360.500000 Penalty: 3293.267334
	Iteration 161Q: 3 clusters Score -3267360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3267353.750000 Penalty: 3293.267334
	Iteration 162Q: 3 clusters Score -3267354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3267361.000000 Penalty: 3293.267334
	Iteration 163Q: 3 clusters Score -3267361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3267365.500000 Penalty: 3293.267334
	Iteration 164Q: 3 clusters Score -3267366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3267361.000000 Penalty: 3293.267334
	Iteration 165Q: 3 clusters Score -3267361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3267362.750000 Penalty: 3293.267334
	Iteration 166Q: 3 clusters Score -3267363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3267364.000000 Penalty: 3293.267334
	Iteration 167Q: 3 clusters Score -3267364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3267363.250000 Penalty: 3293.267334
	Iteration 168Q: 3 clusters Score -3267363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3267364.750000 Penalty: 3293.267334
	Iteration 169Q: 3 clusters Score -3267365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3267365.500000 Penalty: 3293.267334
	Iteration 170Q: 3 clusters Score -3267366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3267371.000000 Penalty: 3293.267334
	Iteration 171Q: 3 clusters Score -3267371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3267371.750000 Penalty: 3293.267334
	Iteration 172Q: 3 clusters Score -3267372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3267372.750000 Penalty: 3293.267334
	Iteration 173Q: 3 clusters Score -3267373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3267372.000000 Penalty: 3293.267334
	Iteration 174Q: 3 clusters Score -3267372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3267371.750000 Penalty: 3293.267334
	Iteration 175Q: 3 clusters Score -3267372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3267375.250000 Penalty: 3293.267334
	Iteration 176Q: 3 clusters Score -3267375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3267382.000000 Penalty: 3293.267334
	Iteration 177Q: 3 clusters Score -3267382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3267387.500000 Penalty: 3293.267334
	Iteration 178Q: 3 clusters Score -3267388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3267383.750000 Penalty: 3293.267334
	Iteration 179Q: 3 clusters Score -3267384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3267394.500000 Penalty: 3293.267334
	Iteration 180F: 3 clusters Score -3267394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3267391.000000 Penalty: 3293.267334
	Iteration 181Q: 3 clusters Score -3267391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3267386.250000 Penalty: 3293.267334
	Iteration 182Q: 3 clusters Score -3267386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3267381.750000 Penalty: 3293.267334
	Iteration 183Q: 3 clusters Score -3267382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3267389.750000 Penalty: 3293.267334
	Iteration 184Q: 3 clusters Score -3267390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3267389.750000 Penalty: 3293.267334
	Iteration 185Q: 3 clusters Score -3267390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3267389.000000 Penalty: 3293.267334
	Iteration 186Q: 3 clusters Score -3267389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3267389.750000 Penalty: 3293.267334
	Iteration 187Q: 3 clusters Score -3267390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3267388.000000 Penalty: 3293.267334
	Iteration 188Q: 3 clusters Score -3267388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3267388.500000 Penalty: 3293.267334
	Iteration 189Q: 3 clusters Score -3267388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3267386.000000 Penalty: 3293.267334
	Iteration 190Q: 3 clusters Score -3267386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3267385.000000 Penalty: 3293.267334
	Iteration 191Q: 3 clusters Score -3267385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3267385.000000 Penalty: 3293.267334
	Iteration 192Q: 3 clusters Score -3267385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3267383.750000 Penalty: 3293.267334
	Iteration 193Q: 3 clusters Score -3267384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3267388.000000 Penalty: 3293.267334
	Iteration 194Q: 3 clusters Score -3267388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3267387.500000 Penalty: 3293.267334
	Iteration 195Q: 3 clusters Score -3267388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3267389.500000 Penalty: 3293.267334
	Iteration 196Q: 3 clusters Score -3267390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3267387.500000 Penalty: 3293.267334
	Iteration 197Q: 3 clusters Score -3267388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3267388.000000 Penalty: 3293.267334
	Iteration 198Q: 3 clusters Score -3267388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3267385.500000 Penalty: 3293.267334
	Iteration 199Q: 3 clusters Score -3267386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3267391.750000 Penalty: 3293.267334
	Iteration 200F: 3 clusters Score -3267392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3267391.750000 Penalty: 3293.267334
	Iteration 201Q: 3 clusters Score -3267392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3267391.250000 Penalty: 3293.267334
	Iteration 202Q: 3 clusters Score -3267391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3267391.750000 Penalty: 3293.267334
	Iteration 203Q: 3 clusters Score -3267392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3267394.500000 Penalty: 3293.267334
	Iteration 204Q: 3 clusters Score -3267394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3267397.500000 Penalty: 3293.267334
	Iteration 205Q: 3 clusters Score -3267398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3267400.750000 Penalty: 3293.267334
	Iteration 206Q: 3 clusters Score -3267401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3267399.500000 Penalty: 3293.267334
	Iteration 207Q: 3 clusters Score -3267400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3267402.250000 Penalty: 3293.267334
	Iteration 208Q: 3 clusters Score -3267402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3267400.000000 Penalty: 3293.267334
	Iteration 209Q: 3 clusters Score -3267400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3267403.750000 Penalty: 3293.267334
	Iteration 210Q: 3 clusters Score -3267404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3267407.000000 Penalty: 3293.267334
	Iteration 211Q: 3 clusters Score -3267407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3267407.750000 Penalty: 3293.267334
	Iteration 212Q: 3 clusters Score -3267408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3267410.000000 Penalty: 3293.267334
	Iteration 213Q: 3 clusters Score -3267410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3267407.500000 Penalty: 3293.267334
	Iteration 214Q: 3 clusters Score -3267408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3267418.000000 Penalty: 3293.267334
	Iteration 215Q: 3 clusters Score -3267418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3267415.000000 Penalty: 3293.267334
	Iteration 216Q: 3 clusters Score -3267415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3267417.000000 Penalty: 3293.267334
	Iteration 217Q: 3 clusters Score -3267417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3267416.500000 Penalty: 3293.267334
	Iteration 218Q: 3 clusters Score -3267416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3267422.500000 Penalty: 3293.267334
	Iteration 219Q: 3 clusters Score -3267422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3267422.000000 Penalty: 3293.267334
	Iteration 220F: 3 clusters Score -3267422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3267424.000000 Penalty: 3293.267334
	Iteration 221Q: 3 clusters Score -3267424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3267428.250000 Penalty: 3293.267334
	Iteration 222Q: 3 clusters Score -3267428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3267428.250000 Penalty: 3293.267334
	Iteration 223Q: 3 clusters Score -3267428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3267427.500000 Penalty: 3293.267334
	Iteration 224Q: 3 clusters Score -3267428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3267423.500000 Penalty: 3293.267334
	Iteration 225Q: 3 clusters Score -3267424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3267426.000000 Penalty: 3293.267334
	Iteration 226Q: 3 clusters Score -3267426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3267426.000000 Penalty: 3293.267334
	Iteration 227F: 3 clusters Score -3267426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -441246.718750 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -441246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -438215.562500 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -438215.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -439030.062500 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -439030.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -439270.187500 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -439270.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -439470.187500 Penalty: 2652.261230
	Iteration 3F: 3 clusters Score -439470.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -439652.843750 Penalty: 2652.261230
	Iteration 4F: 3 clusters Score -439652.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -439793.406250 Penalty: 2652.261230
	Iteration 5Q: 3 clusters Score -439793.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -439921.250000 Penalty: 2652.261230
	Iteration 6Q: 3 clusters Score -439921.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -440042.593750 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -440042.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -440167.031250 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -440167 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -440256.843750 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -440256.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -440344.187500 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -440344.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -440408.843750 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -440408.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -440445.187500 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -440445.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -440472.156250 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -440472.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -440490.406250 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -440490.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -440502.218750 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -440502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -440508.187500 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -440508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -440516.093750 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -440516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -440523.031250 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -440523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -440528.218750 Penalty: 2652.261230
	Iteration 19Q: 3 clusters Score -440528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -440533.875000 Penalty: 2652.261230
	Iteration 20F: 3 clusters Score -440533.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -440538.156250 Penalty: 2652.261230
	Iteration 21Q: 3 clusters Score -440538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -440543.750000 Penalty: 2652.261230
	Iteration 22Q: 3 clusters Score -440543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -440545.718750 Penalty: 2652.261230
	Iteration 23Q: 3 clusters Score -440545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -440546.750000 Penalty: 2652.261230
	Iteration 24Q: 3 clusters Score -440546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -440548.093750 Penalty: 2652.261230
	Iteration 25Q: 3 clusters Score -440548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -440548.562500 Penalty: 2652.261230
	Iteration 26Q: 3 clusters Score -440548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -440549.468750 Penalty: 2652.261230
	Iteration 27Q: 3 clusters Score -440549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -440550.343750 Penalty: 2652.261230
	Iteration 28Q: 3 clusters Score -440550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -440551.656250 Penalty: 2652.261230
	Iteration 29Q: 3 clusters Score -440551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -440555.625000 Penalty: 2652.261230
	Iteration 30Q: 3 clusters Score -440555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -440559.218750 Penalty: 2652.261230
	Iteration 31Q: 3 clusters Score -440559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -440562.968750 Penalty: 2652.261230
	Iteration 32Q: 3 clusters Score -440563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -440570.656250 Penalty: 2652.261230
	Iteration 33Q: 3 clusters Score -440570.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -440584.187500 Penalty: 2652.261230
	Iteration 34Q: 3 clusters Score -440584.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -440600.656250 Penalty: 2652.261230
	Iteration 35Q: 3 clusters Score -440600.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -440617.968750 Penalty: 2652.261230
	Iteration 36Q: 3 clusters Score -440618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -440630.187500 Penalty: 2652.261230
	Iteration 37Q: 3 clusters Score -440630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -440644.843750 Penalty: 2652.261230
	Iteration 38Q: 3 clusters Score -440644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -440660.718750 Penalty: 2652.261230
	Iteration 39Q: 3 clusters Score -440660.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -440670.937500 Penalty: 2652.261230
	Iteration 40F: 3 clusters Score -440670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -440676.593750 Penalty: 2652.261230
	Iteration 41Q: 3 clusters Score -440676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -440679.968750 Penalty: 2652.261230
	Iteration 42Q: 3 clusters Score -440680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -440682.125000 Penalty: 2652.261230
	Iteration 43Q: 3 clusters Score -440682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -440683.406250 Penalty: 2652.261230
	Iteration 44Q: 3 clusters Score -440683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -440683.687500 Penalty: 2652.261230
	Iteration 45Q: 3 clusters Score -440683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -440683.687500 Penalty: 2652.261230
	Iteration 46F: 3 clusters Score -440683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41950.382812 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41950.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41062.031250 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41062.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41173.683594 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41173.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41226.847656 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41226.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41256.945312 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -41256.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41276.355469 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41276.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41297.402344 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41312.476562 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41312.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41320.433594 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41320.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41335.437500 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41335.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41354.906250 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41354.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41367.988281 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -41367.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41384.347656 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -41384.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41412.921875 Penalty: 1927.116455
	Iteration 12Q: 3 clusters Score -41412.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41435.058594 Penalty: 1927.116455
	Iteration 13Q: 3 clusters Score -41435.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41460.484375 Penalty: 1927.116455
	Iteration 14Q: 3 clusters Score -41460.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41496.828125 Penalty: 1927.116455
	Iteration 15Q: 3 clusters Score -41496.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41523.207031 Penalty: 1927.116455
	Iteration 16Q: 3 clusters Score -41523.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41527.066406 Penalty: 1927.116455
	Iteration 17Q: 3 clusters Score -41527.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41527.066406 Penalty: 1927.116455
	Iteration 18F: 3 clusters Score -41527.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Entering Unmasked Estep 
Score: -8117839.000000 Penalty: 1789.838501
	Iteration 0F: 2 clusters Score -8117839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -8079995.500000 Penalty: 3579.677002
	Iteration 0F: 3 clusters Score -8079996 nChanged 28646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -8096640.500000 Penalty: 3579.677002
	Iteration 1F: 3 clusters Score -8096640 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8097728.500000 Penalty: 3579.677002
	Iteration 2Q: 3 clusters Score -8097728 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8099575.500000 Penalty: 3579.677002
	Iteration 3F: 3 clusters Score -8099576 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -8102373.500000 Penalty: 3579.677002
	Iteration 4F: 3 clusters Score -8102374 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -8105776.000000 Penalty: 3579.677002
	Iteration 5F: 3 clusters Score -8105776 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -8109925.000000 Penalty: 3579.677002
	Iteration 6F: 3 clusters Score -8109925 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -8113202.500000 Penalty: 3579.677002
	Iteration 7F: 3 clusters Score -8113202 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8114631.000000 Penalty: 3579.677002
	Iteration 8F: 3 clusters Score -8114631 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -8115208.500000 Penalty: 3579.677002
	Iteration 9Q: 3 clusters Score -8115208 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -8115427.500000 Penalty: 3579.677002
	Iteration 10Q: 3 clusters Score -8115428 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8115520.500000 Penalty: 3579.677002
	Iteration 11Q: 3 clusters Score -8115520 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8115641.500000 Penalty: 3579.677002
	Iteration 12Q: 3 clusters Score -8115642 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -8115771.000000 Penalty: 3579.677002
	Iteration 13Q: 3 clusters Score -8115771 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -8115838.000000 Penalty: 3579.677002
	Iteration 14Q: 3 clusters Score -8115838 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -8115859.000000 Penalty: 3579.677002
	Iteration 15Q: 3 clusters Score -8115859 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8115918.500000 Penalty: 3579.677002
	Iteration 16Q: 3 clusters Score -8115918 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -8115952.000000 Penalty: 3579.677002
	Iteration 17Q: 3 clusters Score -8115952 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -8115976.000000 Penalty: 3579.677002
	Iteration 18Q: 3 clusters Score -8115976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -8115990.500000 Penalty: 3579.677002
	Iteration 19Q: 3 clusters Score -8115990 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -8116018.000000 Penalty: 3579.677002
	Iteration 20F: 3 clusters Score -8116018 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -8116025.000000 Penalty: 3579.677002
	Iteration 21Q: 3 clusters Score -8116025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -8115999.500000 Penalty: 3579.677002
	Iteration 22Q: 3 clusters Score -8116000 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -8115990.000000 Penalty: 3579.677002
	Iteration 23Q: 3 clusters Score -8115990 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -8115954.500000 Penalty: 3579.677002
	Iteration 24Q: 3 clusters Score -8115954 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -8115978.500000 Penalty: 3579.677002
	Iteration 25Q: 3 clusters Score -8115978 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -8115990.000000 Penalty: 3579.677002
	Iteration 26Q: 3 clusters Score -8115990 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -8116000.000000 Penalty: 3579.677002
	Iteration 27Q: 3 clusters Score -8116000 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -8115990.500000 Penalty: 3579.677002
	Iteration 28Q: 3 clusters Score -8115990 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8115975.500000 Penalty: 3579.677002
	Iteration 29Q: 3 clusters Score -8115976 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -8115977.500000 Penalty: 3579.677002
	Iteration 30Q: 3 clusters Score -8115978 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -8115986.000000 Penalty: 3579.677002
	Iteration 31Q: 3 clusters Score -8115986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8115957.000000 Penalty: 3579.677002
	Iteration 32Q: 3 clusters Score -8115957 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -8115973.000000 Penalty: 3579.677002
	Iteration 33Q: 3 clusters Score -8115973 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -8115950.500000 Penalty: 3579.677002
	Iteration 34Q: 3 clusters Score -8115950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -8115940.500000 Penalty: 3579.677002
	Iteration 35Q: 3 clusters Score -8115940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -8115956.000000 Penalty: 3579.677002
	Iteration 36Q: 3 clusters Score -8115956 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -8115922.500000 Penalty: 3579.677002
	Iteration 37Q: 3 clusters Score -8115922 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -8115945.000000 Penalty: 3579.677002
	Iteration 38Q: 3 clusters Score -8115945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8115928.000000 Penalty: 3579.677002
	Iteration 39Q: 3 clusters Score -8115928 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8115903.500000 Penalty: 3579.677002
	Iteration 40F: 3 clusters Score -8115904 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8115885.000000 Penalty: 3579.677002
	Iteration 41Q: 3 clusters Score -8115885 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -8115892.500000 Penalty: 3579.677002
	Iteration 42Q: 3 clusters Score -8115892 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8115885.000000 Penalty: 3579.677002
	Iteration 43Q: 3 clusters Score -8115885 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -8115865.000000 Penalty: 3579.677002
	Iteration 44Q: 3 clusters Score -8115865 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8115841.500000 Penalty: 3579.677002
	Iteration 45Q: 3 clusters Score -8115842 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -8115831.500000 Penalty: 3579.677002
	Iteration 46Q: 3 clusters Score -8115832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -8115803.000000 Penalty: 3579.677002
	Iteration 47Q: 3 clusters Score -8115803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -8115764.500000 Penalty: 3579.677002
	Iteration 48Q: 3 clusters Score -8115764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8115776.000000 Penalty: 3579.677002
	Iteration 49Q: 3 clusters Score -8115776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8115782.000000 Penalty: 3579.677002
	Iteration 50Q: 3 clusters Score -8115782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -8115788.500000 Penalty: 3579.677002
	Iteration 51Q: 3 clusters Score -8115788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8115786.000000 Penalty: 3579.677002
	Iteration 52Q: 3 clusters Score -8115786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -8115733.000000 Penalty: 3579.677002
	Iteration 53Q: 3 clusters Score -8115733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -8115727.000000 Penalty: 3579.677002
	Iteration 54Q: 3 clusters Score -8115727 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -8115725.000000 Penalty: 3579.677002
	Iteration 55Q: 3 clusters Score -8115725 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -8115721.000000 Penalty: 3579.677002
	Iteration 56Q: 3 clusters Score -8115721 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -8115714.500000 Penalty: 3579.677002
	Iteration 57Q: 3 clusters Score -8115714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -8115723.000000 Penalty: 3579.677002
	Iteration 58Q: 3 clusters Score -8115723 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8115716.000000 Penalty: 3579.677002
	Iteration 59Q: 3 clusters Score -8115716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8115690.000000 Penalty: 3579.677002
	Iteration 60F: 3 clusters Score -8115690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -8115665.500000 Penalty: 3579.677002
	Iteration 61Q: 3 clusters Score -8115666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8115666.000000 Penalty: 3579.677002
	Iteration 62Q: 3 clusters Score -8115666 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8115640.000000 Penalty: 3579.677002
	Iteration 63Q: 3 clusters Score -8115640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8115637.000000 Penalty: 3579.677002
	Iteration 64Q: 3 clusters Score -8115637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8115634.500000 Penalty: 3579.677002
	Iteration 65Q: 3 clusters Score -8115634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8115638.500000 Penalty: 3579.677002
	Iteration 66Q: 3 clusters Score -8115638 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -8115642.500000 Penalty: 3579.677002
	Iteration 67Q: 3 clusters Score -8115642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -8115630.000000 Penalty: 3579.677002
	Iteration 68Q: 3 clusters Score -8115630 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -8115649.000000 Penalty: 3579.677002
	Iteration 69Q: 3 clusters Score -8115649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -8115652.000000 Penalty: 3579.677002
	Iteration 70Q: 3 clusters Score -8115652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -8115654.000000 Penalty: 3579.677002
	Iteration 71Q: 3 clusters Score -8115654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -8115639.000000 Penalty: 3579.677002
	Iteration 72Q: 3 clusters Score -8115639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -8115640.000000 Penalty: 3579.677002
	Iteration 73Q: 3 clusters Score -8115640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8115626.500000 Penalty: 3579.677002
	Iteration 74Q: 3 clusters Score -8115626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8115610.500000 Penalty: 3579.677002
	Iteration 75Q: 3 clusters Score -8115610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8115620.500000 Penalty: 3579.677002
	Iteration 76Q: 3 clusters Score -8115620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -8115613.000000 Penalty: 3579.677002
	Iteration 77Q: 3 clusters Score -8115613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -8115630.000000 Penalty: 3579.677002
	Iteration 78Q: 3 clusters Score -8115630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8115616.000000 Penalty: 3579.677002
	Iteration 79Q: 3 clusters Score -8115616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8115626.500000 Penalty: 3579.677002
	Iteration 80F: 3 clusters Score -8115626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -8115610.000000 Penalty: 3579.677002
	Iteration 81Q: 3 clusters Score -8115610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -8115594.000000 Penalty: 3579.677002
	Iteration 82Q: 3 clusters Score -8115594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -8115615.500000 Penalty: 3579.677002
	Iteration 83Q: 3 clusters Score -8115616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -8115615.000000 Penalty: 3579.677002
	Iteration 84Q: 3 clusters Score -8115615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8115606.000000 Penalty: 3579.677002
	Iteration 85Q: 3 clusters Score -8115606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8115613.000000 Penalty: 3579.677002
	Iteration 86Q: 3 clusters Score -8115613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8115616.500000 Penalty: 3579.677002
	Iteration 87Q: 3 clusters Score -8115616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8115617.500000 Penalty: 3579.677002
	Iteration 88Q: 3 clusters Score -8115618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -8115606.000000 Penalty: 3579.677002
	Iteration 89Q: 3 clusters Score -8115606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -8115605.000000 Penalty: 3579.677002
	Iteration 90Q: 3 clusters Score -8115605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -8115606.500000 Penalty: 3579.677002
	Iteration 91Q: 3 clusters Score -8115606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8115634.000000 Penalty: 3579.677002
	Iteration 92Q: 3 clusters Score -8115634 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8115636.000000 Penalty: 3579.677002
	Iteration 93Q: 3 clusters Score -8115636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8115640.500000 Penalty: 3579.677002
	Iteration 94Q: 3 clusters Score -8115640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -8115624.000000 Penalty: 3579.677002
	Iteration 95Q: 3 clusters Score -8115624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8115623.000000 Penalty: 3579.677002
	Iteration 96Q: 3 clusters Score -8115623 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8115667.500000 Penalty: 3579.677002
	Iteration 97Q: 3 clusters Score -8115668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8115664.500000 Penalty: 3579.677002
	Iteration 98Q: 3 clusters Score -8115664 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8115690.000000 Penalty: 3579.677002
	Iteration 99Q: 3 clusters Score -8115690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -8115727.000000 Penalty: 3579.677002
	Iteration 100F: 3 clusters Score -8115727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8115706.000000 Penalty: 3579.677002
	Iteration 101Q: 3 clusters Score -8115706 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8115750.000000 Penalty: 3579.677002
	Iteration 102Q: 3 clusters Score -8115750 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8115793.000000 Penalty: 3579.677002
	Iteration 103Q: 3 clusters Score -8115793 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8115814.000000 Penalty: 3579.677002
	Iteration 104Q: 3 clusters Score -8115814 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8115841.000000 Penalty: 3579.677002
	Iteration 105Q: 3 clusters Score -8115841 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8115871.500000 Penalty: 3579.677002
	Iteration 106Q: 3 clusters Score -8115872 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8115894.500000 Penalty: 3579.677002
	Iteration 107Q: 3 clusters Score -8115894 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8115956.500000 Penalty: 3579.677002
	Iteration 108Q: 3 clusters Score -8115956 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8116057.000000 Penalty: 3579.677002
	Iteration 109Q: 3 clusters Score -8116057 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8116100.000000 Penalty: 3579.677002
	Iteration 110Q: 3 clusters Score -8116100 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8116196.000000 Penalty: 3579.677002
	Iteration 111Q: 3 clusters Score -8116196 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8116276.000000 Penalty: 3579.677002
	Iteration 112Q: 3 clusters Score -8116276 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8116370.000000 Penalty: 3579.677002
	Iteration 113Q: 3 clusters Score -8116370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8116423.000000 Penalty: 3579.677002
	Iteration 114Q: 3 clusters Score -8116423 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -8116504.500000 Penalty: 3579.677002
	Iteration 115Q: 3 clusters Score -8116504 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -8116534.000000 Penalty: 3579.677002
	Iteration 116Q: 3 clusters Score -8116534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -8116569.000000 Penalty: 3579.677002
	Iteration 117Q: 3 clusters Score -8116569 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -8116594.000000 Penalty: 3579.677002
	Iteration 118Q: 3 clusters Score -8116594 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -8116646.500000 Penalty: 3579.677002
	Iteration 119Q: 3 clusters Score -8116646 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -8116694.000000 Penalty: 3579.677002
	Iteration 120F: 3 clusters Score -8116694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -8116722.500000 Penalty: 3579.677002
	Iteration 121Q: 3 clusters Score -8116722 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -8116719.000000 Penalty: 3579.677002
	Iteration 122Q: 3 clusters Score -8116719 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -8116696.500000 Penalty: 3579.677002
	Iteration 123Q: 3 clusters Score -8116696 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -8116730.000000 Penalty: 3579.677002
	Iteration 124Q: 3 clusters Score -8116730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -8116723.000000 Penalty: 3579.677002
	Iteration 125Q: 3 clusters Score -8116723 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -8116719.500000 Penalty: 3579.677002
	Iteration 126Q: 3 clusters Score -8116720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -8116710.500000 Penalty: 3579.677002
	Iteration 127Q: 3 clusters Score -8116710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -8116724.000000 Penalty: 3579.677002
	Iteration 128Q: 3 clusters Score -8116724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -8116714.000000 Penalty: 3579.677002
	Iteration 129Q: 3 clusters Score -8116714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -8116714.500000 Penalty: 3579.677002
	Iteration 130Q: 3 clusters Score -8116714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -8116723.000000 Penalty: 3579.677002
	Iteration 131Q: 3 clusters Score -8116723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -8116722.000000 Penalty: 3579.677002
	Iteration 132Q: 3 clusters Score -8116722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -8116723.000000 Penalty: 3579.677002
	Iteration 133Q: 3 clusters Score -8116723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -8116709.000000 Penalty: 3579.677002
	Iteration 134Q: 3 clusters Score -8116709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -8116716.500000 Penalty: 3579.677002
	Iteration 135Q: 3 clusters Score -8116716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -8116734.000000 Penalty: 3579.677002
	Iteration 136Q: 3 clusters Score -8116734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -8116736.000000 Penalty: 3579.677002
	Iteration 137Q: 3 clusters Score -8116736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -8116741.000000 Penalty: 3579.677002
	Iteration 138Q: 3 clusters Score -8116741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -8116744.000000 Penalty: 3579.677002
	Iteration 139Q: 3 clusters Score -8116744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -8116743.500000 Penalty: 3579.677002
	Iteration 140F: 3 clusters Score -8116744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -8116721.500000 Penalty: 3579.677002
	Iteration 141Q: 3 clusters Score -8116722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -8116723.000000 Penalty: 3579.677002
	Iteration 142Q: 3 clusters Score -8116723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -8116726.500000 Penalty: 3579.677002
	Iteration 143Q: 3 clusters Score -8116726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -8116732.500000 Penalty: 3579.677002
	Iteration 144Q: 3 clusters Score -8116732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -8116734.500000 Penalty: 3579.677002
	Iteration 145Q: 3 clusters Score -8116734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -8116735.000000 Penalty: 3579.677002
	Iteration 146Q: 3 clusters Score -8116735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -8116735.500000 Penalty: 3579.677002
	Iteration 147Q: 3 clusters Score -8116736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -8116744.000000 Penalty: 3579.677002
	Iteration 148Q: 3 clusters Score -8116744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -8116739.500000 Penalty: 3579.677002
	Iteration 149Q: 3 clusters Score -8116740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -8116728.500000 Penalty: 3579.677002
	Iteration 150Q: 3 clusters Score -8116728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -8116718.000000 Penalty: 3579.677002
	Iteration 151Q: 3 clusters Score -8116718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -8116735.500000 Penalty: 3579.677002
	Iteration 152Q: 3 clusters Score -8116736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -8116749.500000 Penalty: 3579.677002
	Iteration 153Q: 3 clusters Score -8116750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -8116751.000000 Penalty: 3579.677002
	Iteration 154Q: 3 clusters Score -8116751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -8116738.000000 Penalty: 3579.677002
	Iteration 155Q: 3 clusters Score -8116738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -8116738.000000 Penalty: 3579.677002
	Iteration 156Q: 3 clusters Score -8116738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -8116745.500000 Penalty: 3579.677002
	Iteration 157Q: 3 clusters Score -8116746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -8116735.000000 Penalty: 3579.677002
	Iteration 158Q: 3 clusters Score -8116735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -8116739.500000 Penalty: 3579.677002
	Iteration 159Q: 3 clusters Score -8116740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -8116740.500000 Penalty: 3579.677002
	Iteration 160F: 3 clusters Score -8116740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -8116741.500000 Penalty: 3579.677002
	Iteration 161Q: 3 clusters Score -8116742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -8116740.500000 Penalty: 3579.677002
	Iteration 162Q: 3 clusters Score -8116740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -8116739.500000 Penalty: 3579.677002
	Iteration 163Q: 3 clusters Score -8116740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -8116743.000000 Penalty: 3579.677002
	Iteration 164Q: 3 clusters Score -8116743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -8116741.000000 Penalty: 3579.677002
	Iteration 165Q: 3 clusters Score -8116741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -8116742.000000 Penalty: 3579.677002
	Iteration 166Q: 3 clusters Score -8116742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -8116744.000000 Penalty: 3579.677002
	Iteration 167Q: 3 clusters Score -8116744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -8116754.500000 Penalty: 3579.677002
	Iteration 168Q: 3 clusters Score -8116754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -8116753.500000 Penalty: 3579.677002
	Iteration 169Q: 3 clusters Score -8116754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -8116751.500000 Penalty: 3579.677002
	Iteration 170Q: 3 clusters Score -8116752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -8116758.500000 Penalty: 3579.677002
	Iteration 171Q: 3 clusters Score -8116758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -8116757.000000 Penalty: 3579.677002
	Iteration 172Q: 3 clusters Score -8116757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -8116756.000000 Penalty: 3579.677002
	Iteration 173Q: 3 clusters Score -8116756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -8116762.500000 Penalty: 3579.677002
	Iteration 174Q: 3 clusters Score -8116762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -8116760.000000 Penalty: 3579.677002
	Iteration 175Q: 3 clusters Score -8116760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -8116749.500000 Penalty: 3579.677002
	Iteration 176Q: 3 clusters Score -8116750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -8116752.000000 Penalty: 3579.677002
	Iteration 177Q: 3 clusters Score -8116752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -8116756.000000 Penalty: 3579.677002
	Iteration 178Q: 3 clusters Score -8116756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -8116754.000000 Penalty: 3579.677002
	Iteration 179Q: 3 clusters Score -8116754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -8116745.000000 Penalty: 3579.677002
	Iteration 180F: 3 clusters Score -8116745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -8116744.500000 Penalty: 3579.677002
	Iteration 181Q: 3 clusters Score -8116744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -8116745.500000 Penalty: 3579.677002
	Iteration 182Q: 3 clusters Score -8116746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -8116745.000000 Penalty: 3579.677002
	Iteration 183Q: 3 clusters Score -8116745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -8116739.500000 Penalty: 3579.677002
	Iteration 184Q: 3 clusters Score -8116740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -8116744.500000 Penalty: 3579.677002
	Iteration 185Q: 3 clusters Score -8116744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -8116745.500000 Penalty: 3579.677002
	Iteration 186Q: 3 clusters Score -8116746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -8116750.500000 Penalty: 3579.677002
	Iteration 187Q: 3 clusters Score -8116750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -8116747.500000 Penalty: 3579.677002
	Iteration 188Q: 3 clusters Score -8116748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -8116750.000000 Penalty: 3579.677002
	Iteration 189Q: 3 clusters Score -8116750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -8116746.000000 Penalty: 3579.677002
	Iteration 190Q: 3 clusters Score -8116746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -8116748.000000 Penalty: 3579.677002
	Iteration 191Q: 3 clusters Score -8116748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8116747.500000 Penalty: 3579.677002
	Iteration 192Q: 3 clusters Score -8116748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -8116744.500000 Penalty: 3579.677002
	Iteration 193Q: 3 clusters Score -8116744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8116735.000000 Penalty: 3579.677002
	Iteration 194Q: 3 clusters Score -8116735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -8116739.000000 Penalty: 3579.677002
	Iteration 195Q: 3 clusters Score -8116739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -8116739.000000 Penalty: 3579.677002
	Iteration 196F: 3 clusters Score -8116739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -23152.488281 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -23152.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22381.236328 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -22381.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22493.029297 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -22493.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22540.484375 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -22540.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22577.843750 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -22577.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22590.703125 Penalty: 1795.772217
	Iteration 4Q: 3 clusters Score -22590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22590.703125 Penalty: 1795.772217
	Iteration 5F: 3 clusters Score -22590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39142.488281 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39142.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38227.835938 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38227.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38439.367188 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38439.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38579.691406 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38579.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38639.597656 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -38639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38712.324219 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38712.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38760.210938 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38760.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38800.292969 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38800.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38822.351562 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -38822.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38853.332031 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -38853.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38875.984375 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -38875.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38885.316406 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -38885.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38889.714844 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -38889.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38890.660156 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -38890.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38890.660156 Penalty: 1988.381592
	Iteration 13F: 3 clusters Score -38890.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -224953.078125 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -224953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -223263.218750 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -223263.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223559.250000 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -223559.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223645.921875 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -223645.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -223695.812500 Penalty: 2354.141846
	Iteration 3F: 3 clusters Score -223695.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223725.078125 Penalty: 2354.141846
	Iteration 4Q: 3 clusters Score -223725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223749.046875 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -223749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223763.187500 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -223763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -223776.609375 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -223776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -223791.312500 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -223791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -223797.765625 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -223797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223803.609375 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -223803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223805.734375 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -223805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223808.000000 Penalty: 2354.141846
	Iteration 12Q: 3 clusters Score -223808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -223810.453125 Penalty: 2354.141846
	Iteration 13Q: 3 clusters Score -223810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223811.109375 Penalty: 2354.141846
	Iteration 14Q: 3 clusters Score -223811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223811.406250 Penalty: 2354.141846
	Iteration 15Q: 3 clusters Score -223811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223812.875000 Penalty: 2354.141846
	Iteration 16Q: 3 clusters Score -223812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223816.000000 Penalty: 2354.141846
	Iteration 17Q: 3 clusters Score -223816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223818.250000 Penalty: 2354.141846
	Iteration 18Q: 3 clusters Score -223818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223818.718750 Penalty: 2354.141846
	Iteration 19Q: 3 clusters Score -223818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223819.234375 Penalty: 2354.141846
	Iteration 20F: 3 clusters Score -223819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14501.150391 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -14501.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13812.866211 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -13812.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13986.759766 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -13986.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14052.347656 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -14052.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14119.273438 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -14119.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14122.870117 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -14122.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14142.999023 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -14143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14155.477539 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -14155.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14155.477539 Penalty: 1790.551270
	Iteration 7F: 3 clusters Score -14155.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -112284.601562 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -112284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110983.578125 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -110983.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111281.492188 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -111281.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111405.429688 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -111405.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111480.757812 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -111480.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111548.445312 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -111548.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111594.546875 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -111594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111637.750000 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -111637.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111664.921875 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -111664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111675.929688 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -111675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111692.835938 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -111692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111703.617188 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -111703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111711.101562 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -111711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111717.078125 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -111717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111730.367188 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -111730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111741.281250 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -111741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111759.507812 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -111759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111787.796875 Penalty: 2170.461182
	Iteration 16Q: 3 clusters Score -111787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111825.210938 Penalty: 2170.461182
	Iteration 17Q: 3 clusters Score -111825.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111831.046875 Penalty: 2170.461182
	Iteration 18Q: 3 clusters Score -111831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111832.734375 Penalty: 2170.461182
	Iteration 19Q: 3 clusters Score -111832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111832.734375 Penalty: 2170.461182
	Iteration 20F: 3 clusters Score -111832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (57648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Entering Unmasked Estep 
Score: -7670343.000000 Penalty: 1781.343018
	Iteration 0F: 2 clusters Score -7670343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -7634293.500000 Penalty: 3562.686035
	Iteration 0F: 3 clusters Score -7634294 nChanged 27021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -7650520.500000 Penalty: 3562.686035
	Iteration 1F: 3 clusters Score -7650520 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7651666.000000 Penalty: 3562.686035
	Iteration 2Q: 3 clusters Score -7651666 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -7653418.000000 Penalty: 3562.686035
	Iteration 3F: 3 clusters Score -7653418 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -7655700.000000 Penalty: 3562.686035
	Iteration 4F: 3 clusters Score -7655700 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -7658873.500000 Penalty: 3562.686035
	Iteration 5F: 3 clusters Score -7658874 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -7662072.000000 Penalty: 3562.686035
	Iteration 6F: 3 clusters Score -7662072 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -7664338.000000 Penalty: 3562.686035
	Iteration 7F: 3 clusters Score -7664338 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -7665274.500000 Penalty: 3562.686035
	Iteration 8Q: 3 clusters Score -7665274 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -7665561.000000 Penalty: 3562.686035
	Iteration 9Q: 3 clusters Score -7665561 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -7665774.000000 Penalty: 3562.686035
	Iteration 10Q: 3 clusters Score -7665774 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7665884.000000 Penalty: 3562.686035
	Iteration 11Q: 3 clusters Score -7665884 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -7665995.500000 Penalty: 3562.686035
	Iteration 12Q: 3 clusters Score -7665996 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -7666071.000000 Penalty: 3562.686035
	Iteration 13Q: 3 clusters Score -7666071 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7666146.500000 Penalty: 3562.686035
	Iteration 14Q: 3 clusters Score -7666146 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -7666231.000000 Penalty: 3562.686035
	Iteration 15Q: 3 clusters Score -7666231 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -7666302.500000 Penalty: 3562.686035
	Iteration 16Q: 3 clusters Score -7666302 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7666350.500000 Penalty: 3562.686035
	Iteration 17Q: 3 clusters Score -7666350 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -7666371.500000 Penalty: 3562.686035
	Iteration 18Q: 3 clusters Score -7666372 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -7666454.500000 Penalty: 3562.686035
	Iteration 19Q: 3 clusters Score -7666454 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -7666526.500000 Penalty: 3562.686035
	Iteration 20F: 3 clusters Score -7666526 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7666566.500000 Penalty: 3562.686035
	Iteration 21Q: 3 clusters Score -7666566 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -7666640.000000 Penalty: 3562.686035
	Iteration 22Q: 3 clusters Score -7666640 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -7666692.000000 Penalty: 3562.686035
	Iteration 23Q: 3 clusters Score -7666692 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -7666757.000000 Penalty: 3562.686035
	Iteration 24Q: 3 clusters Score -7666757 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -7666793.000000 Penalty: 3562.686035
	Iteration 25Q: 3 clusters Score -7666793 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -7666854.000000 Penalty: 3562.686035
	Iteration 26Q: 3 clusters Score -7666854 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -7666887.000000 Penalty: 3562.686035
	Iteration 27Q: 3 clusters Score -7666887 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -7666986.000000 Penalty: 3562.686035
	Iteration 28Q: 3 clusters Score -7666986 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -7667088.500000 Penalty: 3562.686035
	Iteration 29Q: 3 clusters Score -7667088 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -7667155.000000 Penalty: 3562.686035
	Iteration 30Q: 3 clusters Score -7667155 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -7667184.000000 Penalty: 3562.686035
	Iteration 31Q: 3 clusters Score -7667184 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -7667213.000000 Penalty: 3562.686035
	Iteration 32Q: 3 clusters Score -7667213 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -7667276.500000 Penalty: 3562.686035
	Iteration 33Q: 3 clusters Score -7667276 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -7667334.000000 Penalty: 3562.686035
	Iteration 34Q: 3 clusters Score -7667334 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7667333.500000 Penalty: 3562.686035
	Iteration 35Q: 3 clusters Score -7667334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -7667362.500000 Penalty: 3562.686035
	Iteration 36Q: 3 clusters Score -7667362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -7667384.500000 Penalty: 3562.686035
	Iteration 37Q: 3 clusters Score -7667384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7667403.000000 Penalty: 3562.686035
	Iteration 38Q: 3 clusters Score -7667403 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -7667404.000000 Penalty: 3562.686035
	Iteration 39Q: 3 clusters Score -7667404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7667434.000000 Penalty: 3562.686035
	Iteration 40F: 3 clusters Score -7667434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -7667428.500000 Penalty: 3562.686035
	Iteration 41Q: 3 clusters Score -7667428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7667413.000000 Penalty: 3562.686035
	Iteration 42Q: 3 clusters Score -7667413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -7667421.000000 Penalty: 3562.686035
	Iteration 43Q: 3 clusters Score -7667421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7667435.000000 Penalty: 3562.686035
	Iteration 44Q: 3 clusters Score -7667435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -7667439.000000 Penalty: 3562.686035
	Iteration 45Q: 3 clusters Score -7667439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -7667459.500000 Penalty: 3562.686035
	Iteration 46Q: 3 clusters Score -7667460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -7667442.500000 Penalty: 3562.686035
	Iteration 47Q: 3 clusters Score -7667442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7667443.000000 Penalty: 3562.686035
	Iteration 48Q: 3 clusters Score -7667443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7667434.000000 Penalty: 3562.686035
	Iteration 49Q: 3 clusters Score -7667434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -7667436.000000 Penalty: 3562.686035
	Iteration 50Q: 3 clusters Score -7667436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7667441.500000 Penalty: 3562.686035
	Iteration 51Q: 3 clusters Score -7667442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -7667433.500000 Penalty: 3562.686035
	Iteration 52Q: 3 clusters Score -7667434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -7667430.500000 Penalty: 3562.686035
	Iteration 53Q: 3 clusters Score -7667430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7667409.000000 Penalty: 3562.686035
	Iteration 54Q: 3 clusters Score -7667409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -7667429.000000 Penalty: 3562.686035
	Iteration 55Q: 3 clusters Score -7667429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -7667412.000000 Penalty: 3562.686035
	Iteration 56Q: 3 clusters Score -7667412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -7667413.500000 Penalty: 3562.686035
	Iteration 57Q: 3 clusters Score -7667414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -7667419.000000 Penalty: 3562.686035
	Iteration 58Q: 3 clusters Score -7667419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -7667421.000000 Penalty: 3562.686035
	Iteration 59Q: 3 clusters Score -7667421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -7667427.500000 Penalty: 3562.686035
	Iteration 60F: 3 clusters Score -7667428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -7667431.000000 Penalty: 3562.686035
	Iteration 61Q: 3 clusters Score -7667431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -7667447.000000 Penalty: 3562.686035
	Iteration 62Q: 3 clusters Score -7667447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -7667441.000000 Penalty: 3562.686035
	Iteration 63Q: 3 clusters Score -7667441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -7667443.500000 Penalty: 3562.686035
	Iteration 64Q: 3 clusters Score -7667444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -7667424.000000 Penalty: 3562.686035
	Iteration 65Q: 3 clusters Score -7667424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 3562.686035
	Iteration 66Q: 3 clusters Score -7667437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 3562.686035
	Iteration 67Q: 3 clusters Score -7667437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -7667443.000000 Penalty: 3562.686035
	Iteration 68Q: 3 clusters Score -7667443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 3562.686035
	Iteration 69Q: 3 clusters Score -7667437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 3562.686035
	Iteration 70Q: 3 clusters Score -7667437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -7667431.000000 Penalty: 3562.686035
	Iteration 71Q: 3 clusters Score -7667431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7667429.000000 Penalty: 3562.686035
	Iteration 72Q: 3 clusters Score -7667429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -7667434.500000 Penalty: 3562.686035
	Iteration 73Q: 3 clusters Score -7667434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -7667431.500000 Penalty: 3562.686035
	Iteration 74Q: 3 clusters Score -7667432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -7667432.500000 Penalty: 3562.686035
	Iteration 75Q: 3 clusters Score -7667432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -7667422.500000 Penalty: 3562.686035
	Iteration 76Q: 3 clusters Score -7667422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7667424.500000 Penalty: 3562.686035
	Iteration 77Q: 3 clusters Score -7667424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7667414.500000 Penalty: 3562.686035
	Iteration 78Q: 3 clusters Score -7667414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7667413.500000 Penalty: 3562.686035
	Iteration 79Q: 3 clusters Score -7667414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -7667425.000000 Penalty: 3562.686035
	Iteration 80F: 3 clusters Score -7667425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -7667421.000000 Penalty: 3562.686035
	Iteration 81Q: 3 clusters Score -7667421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -7667409.000000 Penalty: 3562.686035
	Iteration 82Q: 3 clusters Score -7667409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -7667416.000000 Penalty: 3562.686035
	Iteration 83Q: 3 clusters Score -7667416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7667408.500000 Penalty: 3562.686035
	Iteration 84Q: 3 clusters Score -7667408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -7667395.000000 Penalty: 3562.686035
	Iteration 85Q: 3 clusters Score -7667395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -7667393.500000 Penalty: 3562.686035
	Iteration 86Q: 3 clusters Score -7667394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -7667395.500000 Penalty: 3562.686035
	Iteration 87Q: 3 clusters Score -7667396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7667387.000000 Penalty: 3562.686035
	Iteration 88Q: 3 clusters Score -7667387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -7667395.000000 Penalty: 3562.686035
	Iteration 89Q: 3 clusters Score -7667395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -7667388.500000 Penalty: 3562.686035
	Iteration 90Q: 3 clusters Score -7667388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -7667393.000000 Penalty: 3562.686035
	Iteration 91Q: 3 clusters Score -7667393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7667390.500000 Penalty: 3562.686035
	Iteration 92Q: 3 clusters Score -7667390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -7667385.500000 Penalty: 3562.686035
	Iteration 93Q: 3 clusters Score -7667386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7667399.500000 Penalty: 3562.686035
	Iteration 94Q: 3 clusters Score -7667400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7667396.000000 Penalty: 3562.686035
	Iteration 95Q: 3 clusters Score -7667396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -7667394.500000 Penalty: 3562.686035
	Iteration 96Q: 3 clusters Score -7667394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7667394.500000 Penalty: 3562.686035
	Iteration 97Q: 3 clusters Score -7667394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7667390.500000 Penalty: 3562.686035
	Iteration 98Q: 3 clusters Score -7667390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -7667386.500000 Penalty: 3562.686035
	Iteration 99Q: 3 clusters Score -7667386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -7667394.500000 Penalty: 3562.686035
	Iteration 100F: 3 clusters Score -7667394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -7667405.500000 Penalty: 3562.686035
	Iteration 101Q: 3 clusters Score -7667406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7667401.500000 Penalty: 3562.686035
	Iteration 102Q: 3 clusters Score -7667402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7667398.000000 Penalty: 3562.686035
	Iteration 103Q: 3 clusters Score -7667398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -7667398.500000 Penalty: 3562.686035
	Iteration 104Q: 3 clusters Score -7667398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -7667401.000000 Penalty: 3562.686035
	Iteration 105Q: 3 clusters Score -7667401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -7667402.000000 Penalty: 3562.686035
	Iteration 106Q: 3 clusters Score -7667402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -7667399.500000 Penalty: 3562.686035
	Iteration 107Q: 3 clusters Score -7667400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -7667402.500000 Penalty: 3562.686035
	Iteration 108Q: 3 clusters Score -7667402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7667406.500000 Penalty: 3562.686035
	Iteration 109Q: 3 clusters Score -7667406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -7667407.500000 Penalty: 3562.686035
	Iteration 110Q: 3 clusters Score -7667408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -7667413.500000 Penalty: 3562.686035
	Iteration 111Q: 3 clusters Score -7667414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -7667406.000000 Penalty: 3562.686035
	Iteration 112Q: 3 clusters Score -7667406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7667398.500000 Penalty: 3562.686035
	Iteration 113Q: 3 clusters Score -7667398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -7667391.000000 Penalty: 3562.686035
	Iteration 114Q: 3 clusters Score -7667391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7667394.000000 Penalty: 3562.686035
	Iteration 115Q: 3 clusters Score -7667394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7667390.000000 Penalty: 3562.686035
	Iteration 116Q: 3 clusters Score -7667390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -7667385.500000 Penalty: 3562.686035
	Iteration 117Q: 3 clusters Score -7667386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -7667399.000000 Penalty: 3562.686035
	Iteration 118Q: 3 clusters Score -7667399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -7667393.000000 Penalty: 3562.686035
	Iteration 119Q: 3 clusters Score -7667393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -7667396.500000 Penalty: 3562.686035
	Iteration 120F: 3 clusters Score -7667396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -7667397.000000 Penalty: 3562.686035
	Iteration 121Q: 3 clusters Score -7667397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7667392.000000 Penalty: 3562.686035
	Iteration 122Q: 3 clusters Score -7667392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7667392.000000 Penalty: 3562.686035
	Iteration 123F: 3 clusters Score -7667392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -41774.253906 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -41774.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40860.722656 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -40860.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41028.113281 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -41028.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41107.582031 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -41107.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41166.820312 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -41166.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41205.226562 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -41205.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41213.070312 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -41213.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41223.265625 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -41223.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41230.585938 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -41230.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41248.882812 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -41248.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41251.070312 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -41251.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41251.960938 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -41251.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41253.117188 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -41253.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41254.292969 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -41254.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41256.304688 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -41256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41256.304688 Penalty: 1924.512939
	Iteration 14F: 3 clusters Score -41256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -34808.515625 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -34808.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33923.386719 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -33923.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34119.589844 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -34119.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34283.910156 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -34283.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34443.332031 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -34443.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34524.785156 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -34524.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34581.183594 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -34581.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34665.929688 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -34665.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34739.679688 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -34739.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34803.953125 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -34803.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34875.226562 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -34875.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34963.691406 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -34963.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35018.558594 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -35018.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35045.812500 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -35045.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35050.664062 Penalty: 1923.640503
	Iteration 13Q: 3 clusters Score -35050.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35050.664062 Penalty: 1923.640503
	Iteration 14F: 3 clusters Score -35050.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 190 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85950592.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85952072.000000 to -85950592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -51026.777344 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -51026.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50180.796875 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -50180.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50390.429688 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -50390.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50577.792969 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -50577.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50768.070312 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -50768.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50976.335938 Penalty: 1921.008911
	Iteration 4F: 3 clusters Score -50976.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51129.046875 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -51129.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51156.898438 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -51156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51203.519531 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -51203.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51227.605469 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -51227.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51236.113281 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -51236.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51238.589844 Penalty: 1921.008911
	Iteration 10F: 3 clusters Score -51238.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51252.960938 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -51252.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51274.187500 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -51274.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51277.234375 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -51277.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51277.234375 Penalty: 1921.008911
	Iteration 14F: 3 clusters Score -51277.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 108 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85950592.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85952072.000000 to -85950592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -7317.220703 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -7317.221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6654.186523 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -6654.187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6792.035645 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -6792.036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6891.654785 Penalty: 1700.110352
	Iteration 2Q: 3 clusters Score -6891.655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6946.098145 Penalty: 1700.110352
	Iteration 3F: 3 clusters Score -6946.098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6986.914551 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -6986.915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7126.961914 Penalty: 1700.110352
	Iteration 5Q: 3 clusters Score -7126.962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7485.342773 Penalty: 1700.110352
	Iteration 6F: 3 clusters Score -7485.343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7560.795410 Penalty: 1700.110352
	Iteration 7Q: 3 clusters Score -7560.795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7612.766602 Penalty: 1700.110352
	Iteration 8Q: 3 clusters Score -7612.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7628.514160 Penalty: 1700.110352
	Iteration 9Q: 3 clusters Score -7628.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7628.514160 Penalty: 1700.110352
	Iteration 10F: 3 clusters Score -7628.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 103 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 84 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -85950544.000000 Penalty: 98007.054688
Splitting cluster 40 changes total score from -85952072.000000 to -85950544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -47780.050781 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -47780.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46893.257812 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -46893.26 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47060.628906 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -47060.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47121.125000 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -47121.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47141.253906 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -47141.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47162.371094 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -47162.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47168.289062 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -47168.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47172.539062 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -47172.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47175.195312 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -47175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47188.816406 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -47188.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47190.589844 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -47190.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47190.589844 Penalty: 1925.383179
	Iteration 10F: 3 clusters Score -47190.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -1087699.750000 Penalty: 1466.949097
	Iteration 0F: 2 clusters Score -1087700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1081593.625000 Penalty: 2933.898193
	Iteration 0F: 3 clusters Score -1081594 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1083556.500000 Penalty: 2933.898193
	Iteration 1F: 3 clusters Score -1083556 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1083798.000000 Penalty: 2933.898193
	Iteration 2F: 3 clusters Score -1083798 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1083991.250000 Penalty: 2933.898193
	Iteration 3F: 3 clusters Score -1083991 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1084192.750000 Penalty: 2933.898193
	Iteration 4Q: 3 clusters Score -1084193 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1084384.250000 Penalty: 2933.898193
	Iteration 5Q: 3 clusters Score -1084384 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1084549.375000 Penalty: 2933.898193
	Iteration 6Q: 3 clusters Score -1084549 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1084724.000000 Penalty: 2933.898193
	Iteration 7Q: 3 clusters Score -1084724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1084949.375000 Penalty: 2933.898193
	Iteration 8Q: 3 clusters Score -1084949 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1085216.875000 Penalty: 2933.898193
	Iteration 9Q: 3 clusters Score -1085217 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1085482.625000 Penalty: 2933.898193
	Iteration 10Q: 3 clusters Score -1085483 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1085728.750000 Penalty: 2933.898193
	Iteration 11Q: 3 clusters Score -1085729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1085961.000000 Penalty: 2933.898193
	Iteration 12Q: 3 clusters Score -1085961 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1086119.750000 Penalty: 2933.898193
	Iteration 13Q: 3 clusters Score -1086120 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1086229.375000 Penalty: 2933.898193
	Iteration 14Q: 3 clusters Score -1086229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1086290.000000 Penalty: 2933.898193
	Iteration 15Q: 3 clusters Score -1086290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1086334.000000 Penalty: 2933.898193
	Iteration 16Q: 3 clusters Score -1086334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1086368.125000 Penalty: 2933.898193
	Iteration 17Q: 3 clusters Score -1086368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1086390.375000 Penalty: 2933.898193
	Iteration 18Q: 3 clusters Score -1086390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1086409.750000 Penalty: 2933.898193
	Iteration 19Q: 3 clusters Score -1086410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1086423.750000 Penalty: 2933.898193
	Iteration 20F: 3 clusters Score -1086424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1086432.625000 Penalty: 2933.898193
	Iteration 21Q: 3 clusters Score -1086433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1086441.375000 Penalty: 2933.898193
	Iteration 22Q: 3 clusters Score -1086441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1086449.375000 Penalty: 2933.898193
	Iteration 23Q: 3 clusters Score -1086449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1086457.875000 Penalty: 2933.898193
	Iteration 24Q: 3 clusters Score -1086458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1086465.125000 Penalty: 2933.898193
	Iteration 25Q: 3 clusters Score -1086465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1086474.250000 Penalty: 2933.898193
	Iteration 26Q: 3 clusters Score -1086474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1086486.375000 Penalty: 2933.898193
	Iteration 27Q: 3 clusters Score -1086486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1086494.000000 Penalty: 2933.898193
	Iteration 28Q: 3 clusters Score -1086494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1086494.375000 Penalty: 2933.898193
	Iteration 29Q: 3 clusters Score -1086494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1086497.250000 Penalty: 2933.898193
	Iteration 30Q: 3 clusters Score -1086497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1086498.000000 Penalty: 2933.898193
	Iteration 31Q: 3 clusters Score -1086498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1086497.500000 Penalty: 2933.898193
	Iteration 32Q: 3 clusters Score -1086498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1086500.125000 Penalty: 2933.898193
	Iteration 33Q: 3 clusters Score -1086500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1086500.375000 Penalty: 2933.898193
	Iteration 34Q: 3 clusters Score -1086500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1086500.875000 Penalty: 2933.898193
	Iteration 35Q: 3 clusters Score -1086501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1086500.125000 Penalty: 2933.898193
	Iteration 36Q: 3 clusters Score -1086500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1086501.250000 Penalty: 2933.898193
	Iteration 37Q: 3 clusters Score -1086501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1086499.875000 Penalty: 2933.898193
	Iteration 38Q: 3 clusters Score -1086500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1086498.625000 Penalty: 2933.898193
	Iteration 39Q: 3 clusters Score -1086499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1086499.125000 Penalty: 2933.898193
	Iteration 40F: 3 clusters Score -1086499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1086500.625000 Penalty: 2933.898193
	Iteration 41Q: 3 clusters Score -1086501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1086501.625000 Penalty: 2933.898193
	Iteration 42Q: 3 clusters Score -1086502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1086501.625000 Penalty: 2933.898193
	Iteration 43F: 3 clusters Score -1086502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.587891 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -29406.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28631.218750 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -28631.22 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28817.906250 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -28817.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28904.480469 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -28904.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28936.171875 Penalty: 1851.555420
	Iteration 3Q: 3 clusters Score -28936.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28947.068359 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -28947.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28959.251953 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -28959.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28971.214844 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -28971.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28993.982422 Penalty: 1851.555420
	Iteration 7Q: 3 clusters Score -28993.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28993.982422 Penalty: 1851.555420
	Iteration 8F: 3 clusters Score -28993.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -41251.589844 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -41251.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40199.429688 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -40199.43 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40565.085938 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -40565.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40773.050781 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -40773.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40928.246094 Penalty: 2056.579346
	Iteration 3F: 3 clusters Score -40928.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41020.296875 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -41020.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41093.105469 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -41093.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41135.238281 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -41135.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41163.808594 Penalty: 2056.579346
	Iteration 7Q: 3 clusters Score -41163.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41176.980469 Penalty: 2056.579346
	Iteration 8Q: 3 clusters Score -41176.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41180.804688 Penalty: 2056.579346
	Iteration 9Q: 3 clusters Score -41180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41188.820312 Penalty: 2056.579346
	Iteration 10Q: 3 clusters Score -41188.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41191.019531 Penalty: 2056.579346
	Iteration 11Q: 3 clusters Score -41191.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41191.453125 Penalty: 2056.579346
	Iteration 12Q: 3 clusters Score -41191.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41200.257812 Penalty: 2056.579346
	Iteration 13Q: 3 clusters Score -41200.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41200.257812 Penalty: 2056.579346
	Iteration 14F: 3 clusters Score -41200.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61617 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68741 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 28790 members 
Mstep: Class 14 contains 91642 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 27814 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 25163 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60742 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57648 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951768.000000 Penalty: 95829.117188
Iteration 119Q: 45 clusters Score -8.595177e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25195 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61709 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68812 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50182 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 28796 members 
Mstep: Class 14 contains 91699 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 82060 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 28416 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3722 members 
Mstep: Class 26 contains 9690 members 
Mstep: Class 27 contains 25177 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60622 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57725 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 187 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951656.000000 Penalty: 95829.117188
Iteration 120F: 45 clusters Score -8.595166e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25284 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61766 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68857 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50023 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 28793 members 
Mstep: Class 14 contains 91709 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 81342 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 545 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 29019 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 25186 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60518 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57797 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8333 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951776.000000 Penalty: 95829.117188
Iteration 121Q: 45 clusters Score -8.595178e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25367 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61840 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68915 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49867 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 28798 members 
Mstep: Class 14 contains 91696 members 
Mstep: Class 15 contains 3368 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 80599 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 29666 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 9691 members 
Mstep: Class 27 contains 25192 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60344 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57903 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8336 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 45 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951416.000000 Penalty: 95829.117188
Iteration 122Q: 45 clusters Score -8.595142e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61929 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 68966 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49788 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 28789 members 
Mstep: Class 14 contains 91715 members 
Mstep: Class 15 contains 3409 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 79782 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 30308 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3877 members 
Mstep: Class 26 contains 9691 members 
Mstep: Class 27 contains 25192 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60216 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57999 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 374 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8340 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951200.000000 Penalty: 95829.117188
Iteration 123Q: 45 clusters Score -8.59512e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62054 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69000 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49736 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 91760 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 78864 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 30964 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 9695 members 
Mstep: Class 27 contains 25199 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60109 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58106 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 374 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8344 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 45 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950840.000000 Penalty: 95829.117188
Iteration 124Q: 45 clusters Score -8.595084e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25515 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62198 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69053 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49724 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 28744 members 
Mstep: Class 14 contains 91813 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 77827 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 31652 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 9695 members 
Mstep: Class 27 contains 25212 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59990 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58212 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 374 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8348 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950744.000000 Penalty: 95829.117188
Iteration 125Q: 45 clusters Score -8.595074e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62376 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69070 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49770 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18333 members 
Mstep: Class 13 contains 28748 members 
Mstep: Class 14 contains 91904 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 76623 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 32380 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 3991 members 
Mstep: Class 26 contains 9696 members 
Mstep: Class 27 contains 25223 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58342 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8353 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950472.000000 Penalty: 95829.117188
Iteration 126Q: 45 clusters Score -8.595047e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25644 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62584 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69108 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49836 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 28741 members 
Mstep: Class 14 contains 92008 members 
Mstep: Class 15 contains 3549 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 75272 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 33163 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4015 members 
Mstep: Class 26 contains 9698 members 
Mstep: Class 27 contains 25221 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59718 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58506 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8356 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950248.000000 Penalty: 95829.117188
Iteration 127Q: 45 clusters Score -8.595025e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25734 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62807 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69134 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49936 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 28735 members 
Mstep: Class 14 contains 92134 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 73663 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 33963 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 9702 members 
Mstep: Class 27 contains 25206 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59696 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58739 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8357 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949960.000000 Penalty: 95829.117188
Iteration 128Q: 45 clusters Score -8.594996e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25852 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63068 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69157 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50018 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 28715 members 
Mstep: Class 14 contains 92228 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 71951 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 34813 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 9705 members 
Mstep: Class 27 contains 25189 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59696 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59003 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8368 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950008.000000 Penalty: 95829.117188
Iteration 129Q: 45 clusters Score -8.595001e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25947 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63354 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50044 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 28703 members 
Mstep: Class 14 contains 92362 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 70269 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 35688 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 9707 members 
Mstep: Class 27 contains 25191 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59599 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59296 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8370 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950328.000000 Penalty: 95829.117188
Iteration 130Q: 45 clusters Score -8.595033e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26032 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63648 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69213 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50069 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18318 members 
Mstep: Class 13 contains 28703 members 
Mstep: Class 14 contains 92477 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 68678 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 36578 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4128 members 
Mstep: Class 26 contains 9710 members 
Mstep: Class 27 contains 25194 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59469 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59539 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8377 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950792.000000 Penalty: 95829.117188
Iteration 131Q: 45 clusters Score -8.595079e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26129 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63869 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69248 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50090 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 28711 members 
Mstep: Class 14 contains 92597 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 67197 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 37509 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 25194 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59277 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59707 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8377 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951368.000000 Penalty: 95829.117188
Iteration 132Q: 45 clusters Score -8.595137e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26205 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64075 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69292 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50121 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18370 members 
Mstep: Class 13 contains 28714 members 
Mstep: Class 14 contains 92746 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 65765 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 38480 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 25182 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59086 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59797 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8380 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951496.000000 Penalty: 95829.117188
Iteration 133Q: 45 clusters Score -8.59515e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26300 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64275 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69341 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50127 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 28729 members 
Mstep: Class 14 contains 92898 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 64396 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 39501 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 25158 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58826 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59865 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8386 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951928.000000 Penalty: 95829.117188
Iteration 134Q: 45 clusters Score -8.595193e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26373 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64460 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69402 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50143 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 28711 members 
Mstep: Class 14 contains 93014 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 63176 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 40574 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 25121 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58475 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59897 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8394 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952312.000000 Penalty: 95829.117188
Iteration 135Q: 45 clusters Score -8.595231e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26467 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64641 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69457 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50211 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18395 members 
Mstep: Class 13 contains 28689 members 
Mstep: Class 14 contains 93161 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 61978 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 41719 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4202 members 
Mstep: Class 26 contains 9727 members 
Mstep: Class 27 contains 25094 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58074 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59823 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8397 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952584.000000 Penalty: 95829.117188
Iteration 136Q: 45 clusters Score -8.595258e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26587 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64791 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69523 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50214 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 28667 members 
Mstep: Class 14 contains 93375 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 60860 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42840 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4205 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 25062 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57642 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59699 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8402 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953376.000000 Penalty: 95829.117188
Iteration 137Q: 45 clusters Score -8.595338e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26702 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64979 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69594 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50131 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18434 members 
Mstep: Class 13 contains 28646 members 
Mstep: Class 14 contains 93644 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 59812 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43963 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 25036 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57208 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59506 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8409 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953896.000000 Penalty: 95829.117188
Iteration 138Q: 45 clusters Score -8.59539e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65167 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69673 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50023 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18450 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 93953 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 58861 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45089 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 25000 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56659 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59300 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8419 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954088.000000 Penalty: 95829.117188
Iteration 139Q: 45 clusters Score -8.595409e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26946 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65357 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69756 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49924 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 94294 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 57872 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46289 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 24951 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56095 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59042 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8426 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954648.000000 Penalty: 95829.117188
Iteration 140F: 45 clusters Score -8.595465e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27081 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65473 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69821 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49796 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18457 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 94688 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 56999 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47507 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 24899 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55564 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58677 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8434 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955232.000000 Penalty: 95829.117188
Iteration 141Q: 45 clusters Score -8.595523e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65592 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 69902 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49711 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 18450 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 95013 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 56167 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48662 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 24836 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55070 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58323 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955840.000000 Penalty: 95829.117188
Iteration 142Q: 45 clusters Score -8.595584e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27373 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65669 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 70019 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49674 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 18448 members 
Mstep: Class 13 contains 28504 members 
Mstep: Class 14 contains 95229 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 55404 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49754 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 9759 members 
Mstep: Class 27 contains 24771 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 54600 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57987 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8438 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956464.000000 Penalty: 95829.117188
Iteration 143Q: 45 clusters Score -8.595646e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27544 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 70079 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49621 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 18446 members 
Mstep: Class 13 contains 28462 members 
Mstep: Class 14 contains 95415 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 54665 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50826 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 9759 members 
Mstep: Class 27 contains 24742 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 54208 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57647 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8442 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957168.000000 Penalty: 95829.117188
Iteration 144Q: 45 clusters Score -8.595717e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27700 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65828 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 70168 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49591 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 18433 members 
Mstep: Class 13 contains 28422 members 
Mstep: Class 14 contains 95594 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 53951 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51789 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 9756 members 
Mstep: Class 27 contains 24711 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 53958 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57215 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8446 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957872.000000 Penalty: 95829.117188
Iteration 145Q: 45 clusters Score -8.595787e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27883 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65978 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 70255 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49538 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18412 members 
Mstep: Class 13 contains 28394 members 
Mstep: Class 14 contains 95763 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 53262 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52641 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24686 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 53735 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56786 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8444 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958848.000000 Penalty: 95829.117188
Iteration 146Q: 45 clusters Score -8.595885e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28080 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66079 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 70301 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49491 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 28387 members 
Mstep: Class 14 contains 95823 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 53391 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4332 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24653 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53503 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56504 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8440 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959440.000000 Penalty: 95829.117188
Iteration 147Q: 45 clusters Score -8.595944e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66171 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 70306 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49410 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 18416 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 95820 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 52206 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54096 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 24624 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53234 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 257 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56322 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959984.000000 Penalty: 95829.117188
Iteration 148Q: 45 clusters Score -8.595998e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28442 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66244 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 70321 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49284 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18416 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 95816 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 51826 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54782 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 24595 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52978 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 258 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56141 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8428 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960808.000000 Penalty: 95829.117188
Iteration 149Q: 45 clusters Score -8.596081e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28601 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66321 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 70340 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49107 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18405 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 95746 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 51448 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55453 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4379 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 24585 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52807 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55991 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8424 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961408.000000 Penalty: 95829.117188
Iteration 150Q: 45 clusters Score -8.596141e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28767 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66375 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 70374 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48907 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18399 members 
Mstep: Class 13 contains 28277 members 
Mstep: Class 14 contains 95695 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 51101 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56009 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24569 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52689 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 258 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55882 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8423 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961640.000000 Penalty: 95829.117188
Iteration 151Q: 45 clusters Score -8.596164e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28983 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66390 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 70409 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48694 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18402 members 
Mstep: Class 13 contains 28240 members 
Mstep: Class 14 contains 95592 members 
Mstep: Class 15 contains 4194 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50881 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 993 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56455 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4420 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 24542 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52539 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55823 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8426 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962320.000000 Penalty: 95829.117188
Iteration 152Q: 45 clusters Score -8.596232e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66424 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 70432 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48494 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18415 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 95456 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50682 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56854 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4444 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52404 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55823 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 376 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8421 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963104.000000 Penalty: 95829.117188
Iteration 153Q: 45 clusters Score -8.59631e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29346 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66445 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 70442 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48310 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18405 members 
Mstep: Class 13 contains 28162 members 
Mstep: Class 14 contains 95289 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50452 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57195 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 9756 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52382 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55879 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 376 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8418 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963520.000000 Penalty: 95829.117188
Iteration 154Q: 45 clusters Score -8.596352e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29523 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66470 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 70451 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48160 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 28111 members 
Mstep: Class 14 contains 95110 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50270 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57424 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4508 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 24430 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52360 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 258 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 55956 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8414 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963672.000000 Penalty: 95829.117188
Iteration 155Q: 45 clusters Score -8.596367e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29682 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66509 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 70443 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47998 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18402 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 94898 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50146 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57642 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24396 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52297 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 260 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56095 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8409 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964184.000000 Penalty: 95829.117188
Iteration 156Q: 45 clusters Score -8.596418e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29820 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66512 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70411 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47831 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18372 members 
Mstep: Class 13 contains 28044 members 
Mstep: Class 14 contains 94712 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50097 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57817 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4559 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52265 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 261 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56225 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 202 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8405 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964792.000000 Penalty: 95829.117188
Iteration 157Q: 45 clusters Score -8.596479e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30010 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66528 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70389 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47666 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18343 members 
Mstep: Class 13 contains 28024 members 
Mstep: Class 14 contains 94515 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 50004 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57959 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 24354 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52280 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 261 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56312 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8398 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965416.000000 Penalty: 95829.117188
Iteration 158Q: 45 clusters Score -8.596542e+07 nChanged 3209
Entering ConstructFrom: 
Score: -85965416.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -64537.546875 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -64537.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63458.054688 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -63458.05 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63647.996094 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -63648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63784.566406 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -63784.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63901.644531 Penalty: 2035.604370
	Iteration 3F: 3 clusters Score -63901.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63988.027344 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -63988.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64044.316406 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -64044.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64073.378906 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -64073.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64096.605469 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -64096.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64117.210938 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -64117.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64148.433594 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -64148.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64173.460938 Penalty: 2035.604370
	Iteration 10Q: 3 clusters Score -64173.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64193.003906 Penalty: 2035.604370
	Iteration 11Q: 3 clusters Score -64193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64206.777344 Penalty: 2035.604370
	Iteration 12Q: 3 clusters Score -64206.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64214.363281 Penalty: 2035.604370
	Iteration 13Q: 3 clusters Score -64214.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64224.343750 Penalty: 2035.604370
	Iteration 14Q: 3 clusters Score -64224.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64226.750000 Penalty: 2035.604370
	Iteration 15Q: 3 clusters Score -64226.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64226.750000 Penalty: 2035.604370
	Iteration 16F: 3 clusters Score -64226.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Entering Unmasked Estep 
Score: -3981427.000000 Penalty: 1676.483643
	Iteration 0F: 2 clusters Score -3981427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3961007.250000 Penalty: 3352.967285
	Iteration 0F: 3 clusters Score -3961007 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3968717.250000 Penalty: 3352.967285
	Iteration 1F: 3 clusters Score -3968717 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3969168.000000 Penalty: 3352.967285
	Iteration 2Q: 3 clusters Score -3969168 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3969673.750000 Penalty: 3352.967285
	Iteration 3Q: 3 clusters Score -3969674 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3970319.000000 Penalty: 3352.967285
	Iteration 4Q: 3 clusters Score -3970319 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3971264.500000 Penalty: 3352.967285
	Iteration 5F: 3 clusters Score -3971264 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3972554.500000 Penalty: 3352.967285
	Iteration 6F: 3 clusters Score -3972554 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3973979.000000 Penalty: 3352.967285
	Iteration 7F: 3 clusters Score -3973979 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3975324.500000 Penalty: 3352.967285
	Iteration 8F: 3 clusters Score -3975324 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3976378.000000 Penalty: 3352.967285
	Iteration 9F: 3 clusters Score -3976378 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3977200.500000 Penalty: 3352.967285
	Iteration 10Q: 3 clusters Score -3977200 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3977776.000000 Penalty: 3352.967285
	Iteration 11Q: 3 clusters Score -3977776 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3978210.000000 Penalty: 3352.967285
	Iteration 12Q: 3 clusters Score -3978210 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3978527.000000 Penalty: 3352.967285
	Iteration 13Q: 3 clusters Score -3978527 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3978775.750000 Penalty: 3352.967285
	Iteration 14Q: 3 clusters Score -3978776 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3978982.000000 Penalty: 3352.967285
	Iteration 15Q: 3 clusters Score -3978982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3979140.750000 Penalty: 3352.967285
	Iteration 16Q: 3 clusters Score -3979141 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3979298.750000 Penalty: 3352.967285
	Iteration 17Q: 3 clusters Score -3979299 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3979384.500000 Penalty: 3352.967285
	Iteration 18Q: 3 clusters Score -3979384 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3979462.250000 Penalty: 3352.967285
	Iteration 19Q: 3 clusters Score -3979462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3979518.500000 Penalty: 3352.967285
	Iteration 20F: 3 clusters Score -3979518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3979590.250000 Penalty: 3352.967285
	Iteration 21Q: 3 clusters Score -3979590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3979634.500000 Penalty: 3352.967285
	Iteration 22Q: 3 clusters Score -3979634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3979682.750000 Penalty: 3352.967285
	Iteration 23Q: 3 clusters Score -3979683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3979724.750000 Penalty: 3352.967285
	Iteration 24Q: 3 clusters Score -3979725 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3979765.000000 Penalty: 3352.967285
	Iteration 25Q: 3 clusters Score -3979765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3979790.250000 Penalty: 3352.967285
	Iteration 26Q: 3 clusters Score -3979790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3979809.250000 Penalty: 3352.967285
	Iteration 27Q: 3 clusters Score -3979809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3979819.750000 Penalty: 3352.967285
	Iteration 28Q: 3 clusters Score -3979820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3979830.750000 Penalty: 3352.967285
	Iteration 29Q: 3 clusters Score -3979831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3979859.750000 Penalty: 3352.967285
	Iteration 30Q: 3 clusters Score -3979860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3979871.000000 Penalty: 3352.967285
	Iteration 31Q: 3 clusters Score -3979871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3979881.000000 Penalty: 3352.967285
	Iteration 32Q: 3 clusters Score -3979881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3979882.000000 Penalty: 3352.967285
	Iteration 33Q: 3 clusters Score -3979882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3979886.750000 Penalty: 3352.967285
	Iteration 34Q: 3 clusters Score -3979887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3979899.750000 Penalty: 3352.967285
	Iteration 35Q: 3 clusters Score -3979900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3979916.750000 Penalty: 3352.967285
	Iteration 36Q: 3 clusters Score -3979917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3979938.250000 Penalty: 3352.967285
	Iteration 37Q: 3 clusters Score -3979938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3979957.000000 Penalty: 3352.967285
	Iteration 38Q: 3 clusters Score -3979957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3979955.500000 Penalty: 3352.967285
	Iteration 39Q: 3 clusters Score -3979956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3979974.250000 Penalty: 3352.967285
	Iteration 40F: 3 clusters Score -3979974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3979984.250000 Penalty: 3352.967285
	Iteration 41Q: 3 clusters Score -3979984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3979992.000000 Penalty: 3352.967285
	Iteration 42Q: 3 clusters Score -3979992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3979992.750000 Penalty: 3352.967285
	Iteration 43Q: 3 clusters Score -3979993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3979996.500000 Penalty: 3352.967285
	Iteration 44Q: 3 clusters Score -3979996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3980014.500000 Penalty: 3352.967285
	Iteration 45Q: 3 clusters Score -3980014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3980017.750000 Penalty: 3352.967285
	Iteration 46Q: 3 clusters Score -3980018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3980013.500000 Penalty: 3352.967285
	Iteration 47Q: 3 clusters Score -3980014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3980021.500000 Penalty: 3352.967285
	Iteration 48Q: 3 clusters Score -3980022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3980022.750000 Penalty: 3352.967285
	Iteration 49Q: 3 clusters Score -3980023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3980028.750000 Penalty: 3352.967285
	Iteration 50Q: 3 clusters Score -3980029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3980028.500000 Penalty: 3352.967285
	Iteration 51Q: 3 clusters Score -3980028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3980032.500000 Penalty: 3352.967285
	Iteration 52Q: 3 clusters Score -3980032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3980037.000000 Penalty: 3352.967285
	Iteration 53Q: 3 clusters Score -3980037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3980038.250000 Penalty: 3352.967285
	Iteration 54Q: 3 clusters Score -3980038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3980037.750000 Penalty: 3352.967285
	Iteration 55Q: 3 clusters Score -3980038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3980037.750000 Penalty: 3352.967285
	Iteration 56F: 3 clusters Score -3980038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83837.187500 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83837.19 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84116.234375 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84116.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84309.429688 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84309.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84680.953125 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84680.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85021.226562 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85021.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85196.070312 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -85196.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85359.093750 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85359.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85453.218750 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85453.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85524.242188 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85524.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85565.421875 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85565.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85589.859375 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85589.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85604.843750 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85604.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85619.531250 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85619.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85627.796875 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85631.656250 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85631.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85636.476562 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85636.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85636.476562 Penalty: 2167.174072
	Iteration 16F: 3 clusters Score -85636.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85965264.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85965416.000000 to -85965264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69230.718750 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69230.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69351.171875 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69351.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69390.562500 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69390.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69431.382812 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69431.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69489.382812 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69489.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -69533.523438 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69533.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69573.828125 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69573.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -69658.718750 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69658.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -69682.609375 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69682.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69696.867188 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69696.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69700.078125 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69700.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69702.867188 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69702.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69703.976562 Penalty: 1935.647095
	Iteration 12F: 3 clusters Score -69703.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69716.031250 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -69716.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69729.132812 Penalty: 1935.647095
	Iteration 14Q: 3 clusters Score -69729.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69730.492188 Penalty: 1935.647095
	Iteration 15Q: 3 clusters Score -69730.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69730.492188 Penalty: 1935.647095
	Iteration 16F: 3 clusters Score -69730.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Entering Unmasked Estep 
Score: -8843754.000000 Penalty: 1804.594604
	Iteration 0F: 2 clusters Score -8843754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8800658.000000 Penalty: 3609.189209
	Iteration 0F: 3 clusters Score -8800658 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8818572.000000 Penalty: 3609.189209
	Iteration 1F: 3 clusters Score -8818572 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -8819249.000000 Penalty: 3609.189209
	Iteration 2Q: 3 clusters Score -8819249 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -8820050.000000 Penalty: 3609.189209
	Iteration 3Q: 3 clusters Score -8820050 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8820981.000000 Penalty: 3609.189209
	Iteration 4Q: 3 clusters Score -8820981 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8821993.000000 Penalty: 3609.189209
	Iteration 5Q: 3 clusters Score -8821993 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8823389.000000 Penalty: 3609.189209
	Iteration 6Q: 3 clusters Score -8823389 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -8825385.000000 Penalty: 3609.189209
	Iteration 7F: 3 clusters Score -8825385 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -8828160.000000 Penalty: 3609.189209
	Iteration 8F: 3 clusters Score -8828160 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -8831341.000000 Penalty: 3609.189209
	Iteration 9F: 3 clusters Score -8831341 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -8833899.000000 Penalty: 3609.189209
	Iteration 10F: 3 clusters Score -8833899 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8835268.000000 Penalty: 3609.189209
	Iteration 11Q: 3 clusters Score -8835268 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8835793.000000 Penalty: 3609.189209
	Iteration 12Q: 3 clusters Score -8835793 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -8836159.000000 Penalty: 3609.189209
	Iteration 13Q: 3 clusters Score -8836159 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8836379.000000 Penalty: 3609.189209
	Iteration 14Q: 3 clusters Score -8836379 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8836589.000000 Penalty: 3609.189209
	Iteration 15Q: 3 clusters Score -8836589 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8836759.000000 Penalty: 3609.189209
	Iteration 16Q: 3 clusters Score -8836759 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8836916.000000 Penalty: 3609.189209
	Iteration 17Q: 3 clusters Score -8836916 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8837089.000000 Penalty: 3609.189209
	Iteration 18Q: 3 clusters Score -8837089 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8837185.000000 Penalty: 3609.189209
	Iteration 19Q: 3 clusters Score -8837185 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8837305.000000 Penalty: 3609.189209
	Iteration 20F: 3 clusters Score -8837305 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8837429.000000 Penalty: 3609.189209
	Iteration 21Q: 3 clusters Score -8837429 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8837528.000000 Penalty: 3609.189209
	Iteration 22Q: 3 clusters Score -8837528 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -8837714.000000 Penalty: 3609.189209
	Iteration 23Q: 3 clusters Score -8837714 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -8837839.000000 Penalty: 3609.189209
	Iteration 24Q: 3 clusters Score -8837839 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -8837967.000000 Penalty: 3609.189209
	Iteration 25Q: 3 clusters Score -8837967 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -8838137.000000 Penalty: 3609.189209
	Iteration 26Q: 3 clusters Score -8838137 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -8838303.000000 Penalty: 3609.189209
	Iteration 27Q: 3 clusters Score -8838303 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -8838380.000000 Penalty: 3609.189209
	Iteration 28Q: 3 clusters Score -8838380 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -8838516.000000 Penalty: 3609.189209
	Iteration 29Q: 3 clusters Score -8838516 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -8838650.000000 Penalty: 3609.189209
	Iteration 30Q: 3 clusters Score -8838650 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -8838785.000000 Penalty: 3609.189209
	Iteration 31Q: 3 clusters Score -8838785 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -8838967.000000 Penalty: 3609.189209
	Iteration 32Q: 3 clusters Score -8838967 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -8839145.000000 Penalty: 3609.189209
	Iteration 33Q: 3 clusters Score -8839145 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -8839312.000000 Penalty: 3609.189209
	Iteration 34Q: 3 clusters Score -8839312 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -8839503.000000 Penalty: 3609.189209
	Iteration 35Q: 3 clusters Score -8839503 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -8839675.000000 Penalty: 3609.189209
	Iteration 36Q: 3 clusters Score -8839675 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -8839843.000000 Penalty: 3609.189209
	Iteration 37Q: 3 clusters Score -8839843 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -8840011.000000 Penalty: 3609.189209
	Iteration 38Q: 3 clusters Score -8840011 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -8840181.000000 Penalty: 3609.189209
	Iteration 39Q: 3 clusters Score -8840181 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -8840352.000000 Penalty: 3609.189209
	Iteration 40F: 3 clusters Score -8840352 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -8840621.000000 Penalty: 3609.189209
	Iteration 41Q: 3 clusters Score -8840621 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -8840866.000000 Penalty: 3609.189209
	Iteration 42Q: 3 clusters Score -8840866 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -8841151.000000 Penalty: 3609.189209
	Iteration 43Q: 3 clusters Score -8841151 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -8841399.000000 Penalty: 3609.189209
	Iteration 44Q: 3 clusters Score -8841399 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -8841639.000000 Penalty: 3609.189209
	Iteration 45Q: 3 clusters Score -8841639 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -8841903.000000 Penalty: 3609.189209
	Iteration 46Q: 3 clusters Score -8841903 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8842132.000000 Penalty: 3609.189209
	Iteration 47Q: 3 clusters Score -8842132 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -8842222.000000 Penalty: 3609.189209
	Iteration 48Q: 3 clusters Score -8842222 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -8842366.000000 Penalty: 3609.189209
	Iteration 49Q: 3 clusters Score -8842366 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8842448.000000 Penalty: 3609.189209
	Iteration 50Q: 3 clusters Score -8842448 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8842453.000000 Penalty: 3609.189209
	Iteration 51Q: 3 clusters Score -8842453 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -8842473.000000 Penalty: 3609.189209
	Iteration 52Q: 3 clusters Score -8842473 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8842496.000000 Penalty: 3609.189209
	Iteration 53Q: 3 clusters Score -8842496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -8842520.000000 Penalty: 3609.189209
	Iteration 54Q: 3 clusters Score -8842520 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -8842529.000000 Penalty: 3609.189209
	Iteration 55Q: 3 clusters Score -8842529 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -8842505.000000 Penalty: 3609.189209
	Iteration 56Q: 3 clusters Score -8842505 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -8842515.000000 Penalty: 3609.189209
	Iteration 57Q: 3 clusters Score -8842515 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -8842524.000000 Penalty: 3609.189209
	Iteration 58Q: 3 clusters Score -8842524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -8842508.000000 Penalty: 3609.189209
	Iteration 59Q: 3 clusters Score -8842508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -8842522.000000 Penalty: 3609.189209
	Iteration 60F: 3 clusters Score -8842522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -8842526.000000 Penalty: 3609.189209
	Iteration 61Q: 3 clusters Score -8842526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -8842512.000000 Penalty: 3609.189209
	Iteration 62Q: 3 clusters Score -8842512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -8842517.000000 Penalty: 3609.189209
	Iteration 63Q: 3 clusters Score -8842517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -8842530.000000 Penalty: 3609.189209
	Iteration 64Q: 3 clusters Score -8842530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -8842525.000000 Penalty: 3609.189209
	Iteration 65Q: 3 clusters Score -8842525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -8842524.000000 Penalty: 3609.189209
	Iteration 66Q: 3 clusters Score -8842524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8842527.000000 Penalty: 3609.189209
	Iteration 67Q: 3 clusters Score -8842527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -8842531.000000 Penalty: 3609.189209
	Iteration 68Q: 3 clusters Score -8842531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -8842536.000000 Penalty: 3609.189209
	Iteration 69Q: 3 clusters Score -8842536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -8842538.000000 Penalty: 3609.189209
	Iteration 70Q: 3 clusters Score -8842538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -8842538.000000 Penalty: 3609.189209
	Iteration 71Q: 3 clusters Score -8842538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -8842546.000000 Penalty: 3609.189209
	Iteration 72Q: 3 clusters Score -8842546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -8842546.000000 Penalty: 3609.189209
	Iteration 73F: 3 clusters Score -8842546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -17642.632812 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -17642.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16897.925781 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -16897.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17124.742188 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -17124.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17258.705078 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -17258.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17372.048828 Penalty: 1851.555420
	Iteration 3F: 3 clusters Score -17372.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17395.392578 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -17395.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17400.503906 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -17400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17405.330078 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -17405.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17408.498047 Penalty: 1851.555420
	Iteration 7Q: 3 clusters Score -17408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17409.468750 Penalty: 1851.555420
	Iteration 8Q: 3 clusters Score -17409.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17409.468750 Penalty: 1851.555420
	Iteration 9F: 3 clusters Score -17409.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Entering Unmasked Estep 
Score: -9290605.000000 Penalty: 1813.751953
	Iteration 0F: 2 clusters Score -9290605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -9247544.000000 Penalty: 3627.503906
	Iteration 0F: 3 clusters Score -9247544 nChanged 33294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -9266669.000000 Penalty: 3627.503906
	Iteration 1F: 3 clusters Score -9266669 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -9267583.000000 Penalty: 3627.503906
	Iteration 2Q: 3 clusters Score -9267583 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -9268870.000000 Penalty: 3627.503906
	Iteration 3Q: 3 clusters Score -9268870 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -9270811.000000 Penalty: 3627.503906
	Iteration 4F: 3 clusters Score -9270811 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -9273556.000000 Penalty: 3627.503906
	Iteration 5F: 3 clusters Score -9273556 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -9276479.000000 Penalty: 3627.503906
	Iteration 6F: 3 clusters Score -9276479 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -9279086.000000 Penalty: 3627.503906
	Iteration 7F: 3 clusters Score -9279086 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -9281329.000000 Penalty: 3627.503906
	Iteration 8Q: 3 clusters Score -9281329 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -9283007.000000 Penalty: 3627.503906
	Iteration 9Q: 3 clusters Score -9283007 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -9284191.000000 Penalty: 3627.503906
	Iteration 10Q: 3 clusters Score -9284191 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -9284851.000000 Penalty: 3627.503906
	Iteration 11Q: 3 clusters Score -9284851 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -9285152.000000 Penalty: 3627.503906
	Iteration 12Q: 3 clusters Score -9285152 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -9285394.000000 Penalty: 3627.503906
	Iteration 13Q: 3 clusters Score -9285394 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -9285568.000000 Penalty: 3627.503906
	Iteration 14Q: 3 clusters Score -9285568 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -9285677.000000 Penalty: 3627.503906
	Iteration 15Q: 3 clusters Score -9285677 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -9285811.000000 Penalty: 3627.503906
	Iteration 16Q: 3 clusters Score -9285811 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -9285909.000000 Penalty: 3627.503906
	Iteration 17Q: 3 clusters Score -9285909 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -9286032.000000 Penalty: 3627.503906
	Iteration 18Q: 3 clusters Score -9286032 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -9286164.000000 Penalty: 3627.503906
	Iteration 19Q: 3 clusters Score -9286164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -9286329.000000 Penalty: 3627.503906
	Iteration 20F: 3 clusters Score -9286329 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -9286412.000000 Penalty: 3627.503906
	Iteration 21Q: 3 clusters Score -9286412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -9286516.000000 Penalty: 3627.503906
	Iteration 22Q: 3 clusters Score -9286516 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -9286615.000000 Penalty: 3627.503906
	Iteration 23Q: 3 clusters Score -9286615 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -9286700.000000 Penalty: 3627.503906
	Iteration 24Q: 3 clusters Score -9286700 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -9286796.000000 Penalty: 3627.503906
	Iteration 25Q: 3 clusters Score -9286796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -9286907.000000 Penalty: 3627.503906
	Iteration 26Q: 3 clusters Score -9286907 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -9287021.000000 Penalty: 3627.503906
	Iteration 27Q: 3 clusters Score -9287021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -9287164.000000 Penalty: 3627.503906
	Iteration 28Q: 3 clusters Score -9287164 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -9287271.000000 Penalty: 3627.503906
	Iteration 29Q: 3 clusters Score -9287271 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -9287397.000000 Penalty: 3627.503906
	Iteration 30Q: 3 clusters Score -9287397 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -9287501.000000 Penalty: 3627.503906
	Iteration 31Q: 3 clusters Score -9287501 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9287596.000000 Penalty: 3627.503906
	Iteration 32Q: 3 clusters Score -9287596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9287672.000000 Penalty: 3627.503906
	Iteration 33Q: 3 clusters Score -9287672 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9287738.000000 Penalty: 3627.503906
	Iteration 34Q: 3 clusters Score -9287738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -9287815.000000 Penalty: 3627.503906
	Iteration 35Q: 3 clusters Score -9287815 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -9287889.000000 Penalty: 3627.503906
	Iteration 36Q: 3 clusters Score -9287889 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -9287950.000000 Penalty: 3627.503906
	Iteration 37Q: 3 clusters Score -9287950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9288010.000000 Penalty: 3627.503906
	Iteration 38Q: 3 clusters Score -9288010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9288057.000000 Penalty: 3627.503906
	Iteration 39Q: 3 clusters Score -9288057 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9288104.000000 Penalty: 3627.503906
	Iteration 40F: 3 clusters Score -9288104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9288133.000000 Penalty: 3627.503906
	Iteration 41Q: 3 clusters Score -9288133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -9288163.000000 Penalty: 3627.503906
	Iteration 42Q: 3 clusters Score -9288163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -9288188.000000 Penalty: 3627.503906
	Iteration 43Q: 3 clusters Score -9288188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9288233.000000 Penalty: 3627.503906
	Iteration 44Q: 3 clusters Score -9288233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9288258.000000 Penalty: 3627.503906
	Iteration 45Q: 3 clusters Score -9288258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9288265.000000 Penalty: 3627.503906
	Iteration 46Q: 3 clusters Score -9288265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9288281.000000 Penalty: 3627.503906
	Iteration 47Q: 3 clusters Score -9288281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9288296.000000 Penalty: 3627.503906
	Iteration 48Q: 3 clusters Score -9288296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -9288311.000000 Penalty: 3627.503906
	Iteration 49Q: 3 clusters Score -9288311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9288341.000000 Penalty: 3627.503906
	Iteration 50Q: 3 clusters Score -9288341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9288352.000000 Penalty: 3627.503906
	Iteration 51Q: 3 clusters Score -9288352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9288356.000000 Penalty: 3627.503906
	Iteration 52Q: 3 clusters Score -9288356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9288377.000000 Penalty: 3627.503906
	Iteration 53Q: 3 clusters Score -9288377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9288400.000000 Penalty: 3627.503906
	Iteration 54Q: 3 clusters Score -9288400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9288403.000000 Penalty: 3627.503906
	Iteration 55Q: 3 clusters Score -9288403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9288411.000000 Penalty: 3627.503906
	Iteration 56Q: 3 clusters Score -9288411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9288437.000000 Penalty: 3627.503906
	Iteration 57Q: 3 clusters Score -9288437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -9288458.000000 Penalty: 3627.503906
	Iteration 58Q: 3 clusters Score -9288458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9288482.000000 Penalty: 3627.503906
	Iteration 59Q: 3 clusters Score -9288482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9288486.000000 Penalty: 3627.503906
	Iteration 60F: 3 clusters Score -9288486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9288504.000000 Penalty: 3627.503906
	Iteration 61Q: 3 clusters Score -9288504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9288525.000000 Penalty: 3627.503906
	Iteration 62Q: 3 clusters Score -9288525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9288545.000000 Penalty: 3627.503906
	Iteration 63Q: 3 clusters Score -9288545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9288579.000000 Penalty: 3627.503906
	Iteration 64Q: 3 clusters Score -9288579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -9288585.000000 Penalty: 3627.503906
	Iteration 65Q: 3 clusters Score -9288585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9288601.000000 Penalty: 3627.503906
	Iteration 66Q: 3 clusters Score -9288601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9288628.000000 Penalty: 3627.503906
	Iteration 67Q: 3 clusters Score -9288628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9288651.000000 Penalty: 3627.503906
	Iteration 68Q: 3 clusters Score -9288651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9288656.000000 Penalty: 3627.503906
	Iteration 69Q: 3 clusters Score -9288656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9288657.000000 Penalty: 3627.503906
	Iteration 70Q: 3 clusters Score -9288657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9288676.000000 Penalty: 3627.503906
	Iteration 71Q: 3 clusters Score -9288676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9288696.000000 Penalty: 3627.503906
	Iteration 72Q: 3 clusters Score -9288696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9288712.000000 Penalty: 3627.503906
	Iteration 73Q: 3 clusters Score -9288712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9288720.000000 Penalty: 3627.503906
	Iteration 74Q: 3 clusters Score -9288720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9288708.000000 Penalty: 3627.503906
	Iteration 75Q: 3 clusters Score -9288708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9288730.000000 Penalty: 3627.503906
	Iteration 76Q: 3 clusters Score -9288730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9288734.000000 Penalty: 3627.503906
	Iteration 77Q: 3 clusters Score -9288734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9288745.000000 Penalty: 3627.503906
	Iteration 78Q: 3 clusters Score -9288745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9288755.000000 Penalty: 3627.503906
	Iteration 79Q: 3 clusters Score -9288755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9288758.000000 Penalty: 3627.503906
	Iteration 80F: 3 clusters Score -9288758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9288768.000000 Penalty: 3627.503906
	Iteration 81Q: 3 clusters Score -9288768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9288777.000000 Penalty: 3627.503906
	Iteration 82Q: 3 clusters Score -9288777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9288769.000000 Penalty: 3627.503906
	Iteration 83Q: 3 clusters Score -9288769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9288780.000000 Penalty: 3627.503906
	Iteration 84Q: 3 clusters Score -9288780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9288785.000000 Penalty: 3627.503906
	Iteration 85Q: 3 clusters Score -9288785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9288788.000000 Penalty: 3627.503906
	Iteration 86Q: 3 clusters Score -9288788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9288795.000000 Penalty: 3627.503906
	Iteration 87Q: 3 clusters Score -9288795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9288796.000000 Penalty: 3627.503906
	Iteration 88Q: 3 clusters Score -9288796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9288808.000000 Penalty: 3627.503906
	Iteration 89Q: 3 clusters Score -9288808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9288816.000000 Penalty: 3627.503906
	Iteration 90Q: 3 clusters Score -9288816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9288814.000000 Penalty: 3627.503906
	Iteration 91Q: 3 clusters Score -9288814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9288824.000000 Penalty: 3627.503906
	Iteration 92Q: 3 clusters Score -9288824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9288827.000000 Penalty: 3627.503906
	Iteration 93Q: 3 clusters Score -9288827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9288835.000000 Penalty: 3627.503906
	Iteration 94Q: 3 clusters Score -9288835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9288842.000000 Penalty: 3627.503906
	Iteration 95Q: 3 clusters Score -9288842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9288838.000000 Penalty: 3627.503906
	Iteration 96Q: 3 clusters Score -9288838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9288841.000000 Penalty: 3627.503906
	Iteration 97Q: 3 clusters Score -9288841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9288840.000000 Penalty: 3627.503906
	Iteration 98Q: 3 clusters Score -9288840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9288843.000000 Penalty: 3627.503906
	Iteration 99Q: 3 clusters Score -9288843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9288845.000000 Penalty: 3627.503906
	Iteration 100F: 3 clusters Score -9288845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9288843.000000 Penalty: 3627.503906
	Iteration 101Q: 3 clusters Score -9288843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9288851.000000 Penalty: 3627.503906
	Iteration 102Q: 3 clusters Score -9288851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9288852.000000 Penalty: 3627.503906
	Iteration 103Q: 3 clusters Score -9288852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9288851.000000 Penalty: 3627.503906
	Iteration 104Q: 3 clusters Score -9288851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9288858.000000 Penalty: 3627.503906
	Iteration 105Q: 3 clusters Score -9288858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9288853.000000 Penalty: 3627.503906
	Iteration 106Q: 3 clusters Score -9288853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9288847.000000 Penalty: 3627.503906
	Iteration 107Q: 3 clusters Score -9288847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9288863.000000 Penalty: 3627.503906
	Iteration 108Q: 3 clusters Score -9288863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9288860.000000 Penalty: 3627.503906
	Iteration 109Q: 3 clusters Score -9288860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9288864.000000 Penalty: 3627.503906
	Iteration 110Q: 3 clusters Score -9288864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9288870.000000 Penalty: 3627.503906
	Iteration 111Q: 3 clusters Score -9288870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9288864.000000 Penalty: 3627.503906
	Iteration 112Q: 3 clusters Score -9288864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9288868.000000 Penalty: 3627.503906
	Iteration 113Q: 3 clusters Score -9288868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9288869.000000 Penalty: 3627.503906
	Iteration 114Q: 3 clusters Score -9288869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9288871.000000 Penalty: 3627.503906
	Iteration 115Q: 3 clusters Score -9288871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9288882.000000 Penalty: 3627.503906
	Iteration 116Q: 3 clusters Score -9288882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9288872.000000 Penalty: 3627.503906
	Iteration 117Q: 3 clusters Score -9288872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9288872.000000 Penalty: 3627.503906
	Iteration 118Q: 3 clusters Score -9288872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9288874.000000 Penalty: 3627.503906
	Iteration 119Q: 3 clusters Score -9288874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9288875.000000 Penalty: 3627.503906
	Iteration 120F: 3 clusters Score -9288875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9288873.000000 Penalty: 3627.503906
	Iteration 121Q: 3 clusters Score -9288873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9288868.000000 Penalty: 3627.503906
	Iteration 122Q: 3 clusters Score -9288868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9288868.000000 Penalty: 3627.503906
	Iteration 123Q: 3 clusters Score -9288868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9288868.000000 Penalty: 3627.503906
	Iteration 124F: 3 clusters Score -9288868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -245100.156250 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -245100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243276.078125 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -243276.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -243712.218750 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -243712.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -243967.484375 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -243967.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244231.687500 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -244231.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -244453.453125 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -244453.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244683.828125 Penalty: 2400.804199
	Iteration 5F: 3 clusters Score -244683.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244868.031250 Penalty: 2400.804199
	Iteration 6F: 3 clusters Score -244868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244974.890625 Penalty: 2400.804199
	Iteration 7F: 3 clusters Score -244974.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -245027.546875 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -245027.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245054.875000 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -245054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245074.140625 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -245074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245084.343750 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -245084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245092.468750 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -245092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245099.750000 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -245099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245105.468750 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -245105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -245112.390625 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -245112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245116.250000 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -245116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -245118.546875 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -245118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -245119.921875 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -245119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245121.187500 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -245121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245122.312500 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -245122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -245122.578125 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -245122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -245122.578125 Penalty: 2400.804199
	Iteration 22F: 3 clusters Score -245122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 906 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85964792.000000 Penalty: 98007.054688
Splitting cluster 8 changes total score from -85965416.000000 to -85964792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Entering Unmasked Estep 
Score: -6306586.500000 Penalty: 1749.851440
	Iteration 0F: 2 clusters Score -6306586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -6274881.000000 Penalty: 3499.702881
	Iteration 0F: 3 clusters Score -6274881 nChanged 22259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6287336.500000 Penalty: 3499.702881
	Iteration 1F: 3 clusters Score -6287336 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6287691.000000 Penalty: 3499.702881
	Iteration 2Q: 3 clusters Score -6287691 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -6288001.500000 Penalty: 3499.702881
	Iteration 3Q: 3 clusters Score -6288002 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -6288331.500000 Penalty: 3499.702881
	Iteration 4Q: 3 clusters Score -6288332 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6288667.000000 Penalty: 3499.702881
	Iteration 5Q: 3 clusters Score -6288667 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -6289152.000000 Penalty: 3499.702881
	Iteration 6Q: 3 clusters Score -6289152 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6289786.500000 Penalty: 3499.702881
	Iteration 7Q: 3 clusters Score -6289786 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -6290700.000000 Penalty: 3499.702881
	Iteration 8Q: 3 clusters Score -6290700 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -6292143.500000 Penalty: 3499.702881
	Iteration 9Q: 3 clusters Score -6292144 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -6294120.000000 Penalty: 3499.702881
	Iteration 10F: 3 clusters Score -6294120 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6296654.500000 Penalty: 3499.702881
	Iteration 11F: 3 clusters Score -6296654 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -6299059.500000 Penalty: 3499.702881
	Iteration 12F: 3 clusters Score -6299060 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -6300806.000000 Penalty: 3499.702881
	Iteration 13Q: 3 clusters Score -6300806 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -6302149.000000 Penalty: 3499.702881
	Iteration 14Q: 3 clusters Score -6302149 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6303101.000000 Penalty: 3499.702881
	Iteration 15Q: 3 clusters Score -6303101 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6303711.500000 Penalty: 3499.702881
	Iteration 16Q: 3 clusters Score -6303712 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6304147.000000 Penalty: 3499.702881
	Iteration 17Q: 3 clusters Score -6304147 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6304453.000000 Penalty: 3499.702881
	Iteration 18Q: 3 clusters Score -6304453 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6304646.500000 Penalty: 3499.702881
	Iteration 19Q: 3 clusters Score -6304646 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6304771.000000 Penalty: 3499.702881
	Iteration 20F: 3 clusters Score -6304771 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6304879.000000 Penalty: 3499.702881
	Iteration 21Q: 3 clusters Score -6304879 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6304978.000000 Penalty: 3499.702881
	Iteration 22Q: 3 clusters Score -6304978 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6305034.500000 Penalty: 3499.702881
	Iteration 23Q: 3 clusters Score -6305034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6305067.500000 Penalty: 3499.702881
	Iteration 24Q: 3 clusters Score -6305068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6305084.000000 Penalty: 3499.702881
	Iteration 25Q: 3 clusters Score -6305084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6305125.000000 Penalty: 3499.702881
	Iteration 26Q: 3 clusters Score -6305125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6305151.000000 Penalty: 3499.702881
	Iteration 27Q: 3 clusters Score -6305151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6305164.000000 Penalty: 3499.702881
	Iteration 28Q: 3 clusters Score -6305164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6305173.000000 Penalty: 3499.702881
	Iteration 29Q: 3 clusters Score -6305173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6305181.500000 Penalty: 3499.702881
	Iteration 30Q: 3 clusters Score -6305182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6305184.500000 Penalty: 3499.702881
	Iteration 31Q: 3 clusters Score -6305184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6305193.000000 Penalty: 3499.702881
	Iteration 32Q: 3 clusters Score -6305193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6305201.000000 Penalty: 3499.702881
	Iteration 33Q: 3 clusters Score -6305201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6305208.000000 Penalty: 3499.702881
	Iteration 34Q: 3 clusters Score -6305208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6305212.500000 Penalty: 3499.702881
	Iteration 35Q: 3 clusters Score -6305212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6305217.000000 Penalty: 3499.702881
	Iteration 36Q: 3 clusters Score -6305217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6305225.000000 Penalty: 3499.702881
	Iteration 37Q: 3 clusters Score -6305225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6305225.000000 Penalty: 3499.702881
	Iteration 38Q: 3 clusters Score -6305225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6305225.500000 Penalty: 3499.702881
	Iteration 39Q: 3 clusters Score -6305226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6305229.500000 Penalty: 3499.702881
	Iteration 40F: 3 clusters Score -6305230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6305233.500000 Penalty: 3499.702881
	Iteration 41Q: 3 clusters Score -6305234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6305237.500000 Penalty: 3499.702881
	Iteration 42Q: 3 clusters Score -6305238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6305232.500000 Penalty: 3499.702881
	Iteration 43Q: 3 clusters Score -6305232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6305239.500000 Penalty: 3499.702881
	Iteration 44Q: 3 clusters Score -6305240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6305244.000000 Penalty: 3499.702881
	Iteration 45Q: 3 clusters Score -6305244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6305244.500000 Penalty: 3499.702881
	Iteration 46Q: 3 clusters Score -6305244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6305255.500000 Penalty: 3499.702881
	Iteration 47Q: 3 clusters Score -6305256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6305252.500000 Penalty: 3499.702881
	Iteration 48Q: 3 clusters Score -6305252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6305262.000000 Penalty: 3499.702881
	Iteration 49Q: 3 clusters Score -6305262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6305267.500000 Penalty: 3499.702881
	Iteration 50Q: 3 clusters Score -6305268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6305270.000000 Penalty: 3499.702881
	Iteration 51Q: 3 clusters Score -6305270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6305265.000000 Penalty: 3499.702881
	Iteration 52Q: 3 clusters Score -6305265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6305266.500000 Penalty: 3499.702881
	Iteration 53Q: 3 clusters Score -6305266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6305270.500000 Penalty: 3499.702881
	Iteration 54Q: 3 clusters Score -6305270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6305269.500000 Penalty: 3499.702881
	Iteration 55Q: 3 clusters Score -6305270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6305269.500000 Penalty: 3499.702881
	Iteration 56Q: 3 clusters Score -6305270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6305271.000000 Penalty: 3499.702881
	Iteration 57Q: 3 clusters Score -6305271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6305266.500000 Penalty: 3499.702881
	Iteration 58Q: 3 clusters Score -6305266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6305268.500000 Penalty: 3499.702881
	Iteration 59Q: 3 clusters Score -6305268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6305266.500000 Penalty: 3499.702881
	Iteration 60F: 3 clusters Score -6305266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6305268.000000 Penalty: 3499.702881
	Iteration 61Q: 3 clusters Score -6305268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6305271.500000 Penalty: 3499.702881
	Iteration 62Q: 3 clusters Score -6305272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6305273.000000 Penalty: 3499.702881
	Iteration 63Q: 3 clusters Score -6305273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6305274.000000 Penalty: 3499.702881
	Iteration 64Q: 3 clusters Score -6305274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6305274.000000 Penalty: 3499.702881
	Iteration 65F: 3 clusters Score -6305274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -642536.312500 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -642536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -638613.687500 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -638613.7 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -639738.625000 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -639738.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -639934.000000 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -639934 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -640098.187500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -640098.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -640307.500000 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -640307.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -640552.125000 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -640552.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -640806.500000 Penalty: 2764.624268
	Iteration 6F: 3 clusters Score -640806.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -641027.812500 Penalty: 2764.624268
	Iteration 7F: 3 clusters Score -641027.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -641209.812500 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -641209.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -641349.875000 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -641349.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -641447.250000 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -641447.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -641506.312500 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -641506.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -641536.500000 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -641536.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -641563.750000 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -641563.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -641588.875000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -641588.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -641612.812500 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -641612.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -641630.937500 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -641630.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -641646.062500 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -641646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -641653.875000 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -641653.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -641659.562500 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -641659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -641666.750000 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -641666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -641670.000000 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -641670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -641671.625000 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -641671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -641674.187500 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -641674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -641675.937500 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -641675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -641677.687500 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -641677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -641679.312500 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -641679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -641680.312500 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -641680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -641681.687500 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -641681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -641682.000000 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -641682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -641683.625000 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -641683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -641685.375000 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -641685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -641686.562500 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -641686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -641688.437500 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -641688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -641690.687500 Penalty: 2764.624268
	Iteration 34Q: 3 clusters Score -641690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -641690.375000 Penalty: 2764.624268
	Iteration 35Q: 3 clusters Score -641690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -641692.375000 Penalty: 2764.624268
	Iteration 36Q: 3 clusters Score -641692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -641693.062500 Penalty: 2764.624268
	Iteration 37Q: 3 clusters Score -641693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -641692.937500 Penalty: 2764.624268
	Iteration 38Q: 3 clusters Score -641692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -641693.437500 Penalty: 2764.624268
	Iteration 39Q: 3 clusters Score -641693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -641693.437500 Penalty: 2764.624268
	Iteration 40F: 3 clusters Score -641693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -105808.695312 Penalty: 1097.243896
	Iteration 0F: 2 clusters Score -105808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104494.242188 Penalty: 2194.487793
	Iteration 0F: 3 clusters Score -104494.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104858.070312 Penalty: 2194.487793
	Iteration 1F: 3 clusters Score -104858.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105109.609375 Penalty: 2194.487793
	Iteration 2F: 3 clusters Score -105109.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105266.500000 Penalty: 2194.487793
	Iteration 3F: 3 clusters Score -105266.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105350.453125 Penalty: 2194.487793
	Iteration 4F: 3 clusters Score -105350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105381.546875 Penalty: 2194.487793
	Iteration 5Q: 3 clusters Score -105381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -105389.093750 Penalty: 2194.487793
	Iteration 6Q: 3 clusters Score -105389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -105402.960938 Penalty: 2194.487793
	Iteration 7Q: 3 clusters Score -105403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -105411.796875 Penalty: 2194.487793
	Iteration 8Q: 3 clusters Score -105411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -105422.421875 Penalty: 2194.487793
	Iteration 9Q: 3 clusters Score -105422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -105425.179688 Penalty: 2194.487793
	Iteration 10Q: 3 clusters Score -105425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105425.867188 Penalty: 2194.487793
	Iteration 11Q: 3 clusters Score -105425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105425.867188 Penalty: 2194.487793
	Iteration 12F: 3 clusters Score -105425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Entering Unmasked Estep 
Score: -2267991.250000 Penalty: 1594.943726
	Iteration 0F: 2 clusters Score -2267991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2255508.000000 Penalty: 3189.887451
	Iteration 0F: 3 clusters Score -2255508 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2260304.500000 Penalty: 3189.887451
	Iteration 1F: 3 clusters Score -2260304 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2261069.750000 Penalty: 3189.887451
	Iteration 2F: 3 clusters Score -2261070 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2261863.500000 Penalty: 3189.887451
	Iteration 3F: 3 clusters Score -2261864 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2262591.250000 Penalty: 3189.887451
	Iteration 4F: 3 clusters Score -2262591 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2263236.500000 Penalty: 3189.887451
	Iteration 5F: 3 clusters Score -2263236 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2263724.750000 Penalty: 3189.887451
	Iteration 6F: 3 clusters Score -2263725 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2264081.250000 Penalty: 3189.887451
	Iteration 7Q: 3 clusters Score -2264081 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2264318.000000 Penalty: 3189.887451
	Iteration 8Q: 3 clusters Score -2264318 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2264492.500000 Penalty: 3189.887451
	Iteration 9Q: 3 clusters Score -2264492 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2264630.250000 Penalty: 3189.887451
	Iteration 10Q: 3 clusters Score -2264630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2264754.750000 Penalty: 3189.887451
	Iteration 11Q: 3 clusters Score -2264755 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2264882.750000 Penalty: 3189.887451
	Iteration 12Q: 3 clusters Score -2264883 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2264988.000000 Penalty: 3189.887451
	Iteration 13Q: 3 clusters Score -2264988 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2265156.250000 Penalty: 3189.887451
	Iteration 14Q: 3 clusters Score -2265156 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2265334.750000 Penalty: 3189.887451
	Iteration 15Q: 3 clusters Score -2265335 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2265544.750000 Penalty: 3189.887451
	Iteration 16Q: 3 clusters Score -2265545 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2265748.000000 Penalty: 3189.887451
	Iteration 17Q: 3 clusters Score -2265748 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2265882.500000 Penalty: 3189.887451
	Iteration 18Q: 3 clusters Score -2265882 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2265998.250000 Penalty: 3189.887451
	Iteration 19Q: 3 clusters Score -2265998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2266091.250000 Penalty: 3189.887451
	Iteration 20F: 3 clusters Score -2266091 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2266168.500000 Penalty: 3189.887451
	Iteration 21Q: 3 clusters Score -2266168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2266251.500000 Penalty: 3189.887451
	Iteration 22Q: 3 clusters Score -2266252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2266298.500000 Penalty: 3189.887451
	Iteration 23Q: 3 clusters Score -2266298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2266351.000000 Penalty: 3189.887451
	Iteration 24Q: 3 clusters Score -2266351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2266392.750000 Penalty: 3189.887451
	Iteration 25Q: 3 clusters Score -2266393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2266433.500000 Penalty: 3189.887451
	Iteration 26Q: 3 clusters Score -2266434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2266475.250000 Penalty: 3189.887451
	Iteration 27Q: 3 clusters Score -2266475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2266522.500000 Penalty: 3189.887451
	Iteration 28Q: 3 clusters Score -2266522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2266577.500000 Penalty: 3189.887451
	Iteration 29Q: 3 clusters Score -2266578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2266615.500000 Penalty: 3189.887451
	Iteration 30Q: 3 clusters Score -2266616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2266644.250000 Penalty: 3189.887451
	Iteration 31Q: 3 clusters Score -2266644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2266675.000000 Penalty: 3189.887451
	Iteration 32Q: 3 clusters Score -2266675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2266700.250000 Penalty: 3189.887451
	Iteration 33Q: 3 clusters Score -2266700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2266736.750000 Penalty: 3189.887451
	Iteration 34Q: 3 clusters Score -2266737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2266772.500000 Penalty: 3189.887451
	Iteration 35Q: 3 clusters Score -2266772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2266800.250000 Penalty: 3189.887451
	Iteration 36Q: 3 clusters Score -2266800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2266822.500000 Penalty: 3189.887451
	Iteration 37Q: 3 clusters Score -2266822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2266838.750000 Penalty: 3189.887451
	Iteration 38Q: 3 clusters Score -2266839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2266848.250000 Penalty: 3189.887451
	Iteration 39Q: 3 clusters Score -2266848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2266860.250000 Penalty: 3189.887451
	Iteration 40F: 3 clusters Score -2266860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2266872.250000 Penalty: 3189.887451
	Iteration 41Q: 3 clusters Score -2266872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2266879.250000 Penalty: 3189.887451
	Iteration 42Q: 3 clusters Score -2266879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2266888.250000 Penalty: 3189.887451
	Iteration 43Q: 3 clusters Score -2266888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2266899.750000 Penalty: 3189.887451
	Iteration 44Q: 3 clusters Score -2266900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2266904.500000 Penalty: 3189.887451
	Iteration 45Q: 3 clusters Score -2266904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2266908.250000 Penalty: 3189.887451
	Iteration 46Q: 3 clusters Score -2266908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2266911.250000 Penalty: 3189.887451
	Iteration 47Q: 3 clusters Score -2266911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2266917.000000 Penalty: 3189.887451
	Iteration 48Q: 3 clusters Score -2266917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2266921.250000 Penalty: 3189.887451
	Iteration 49Q: 3 clusters Score -2266921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2266928.750000 Penalty: 3189.887451
	Iteration 50Q: 3 clusters Score -2266929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2266934.250000 Penalty: 3189.887451
	Iteration 51Q: 3 clusters Score -2266934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2266936.250000 Penalty: 3189.887451
	Iteration 52Q: 3 clusters Score -2266936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2266938.500000 Penalty: 3189.887451
	Iteration 53Q: 3 clusters Score -2266938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2266941.250000 Penalty: 3189.887451
	Iteration 54Q: 3 clusters Score -2266941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2266944.250000 Penalty: 3189.887451
	Iteration 55Q: 3 clusters Score -2266944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2266950.500000 Penalty: 3189.887451
	Iteration 56Q: 3 clusters Score -2266950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2266952.500000 Penalty: 3189.887451
	Iteration 57Q: 3 clusters Score -2266952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2266952.500000 Penalty: 3189.887451
	Iteration 58Q: 3 clusters Score -2266952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2266953.250000 Penalty: 3189.887451
	Iteration 59Q: 3 clusters Score -2266953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2266952.250000 Penalty: 3189.887451
	Iteration 60F: 3 clusters Score -2266952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2266951.750000 Penalty: 3189.887451
	Iteration 61Q: 3 clusters Score -2266952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2266953.250000 Penalty: 3189.887451
	Iteration 62Q: 3 clusters Score -2266953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2266955.250000 Penalty: 3189.887451
	Iteration 63Q: 3 clusters Score -2266955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2266952.750000 Penalty: 3189.887451
	Iteration 64Q: 3 clusters Score -2266953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2266956.500000 Penalty: 3189.887451
	Iteration 65Q: 3 clusters Score -2266956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2266959.000000 Penalty: 3189.887451
	Iteration 66Q: 3 clusters Score -2266959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2266957.250000 Penalty: 3189.887451
	Iteration 67Q: 3 clusters Score -2266957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2266956.000000 Penalty: 3189.887451
	Iteration 68Q: 3 clusters Score -2266956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2266956.750000 Penalty: 3189.887451
	Iteration 69Q: 3 clusters Score -2266957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2266958.000000 Penalty: 3189.887451
	Iteration 70Q: 3 clusters Score -2266958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2266960.000000 Penalty: 3189.887451
	Iteration 71Q: 3 clusters Score -2266960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2266962.250000 Penalty: 3189.887451
	Iteration 72Q: 3 clusters Score -2266962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2266967.250000 Penalty: 3189.887451
	Iteration 73Q: 3 clusters Score -2266967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2266966.000000 Penalty: 3189.887451
	Iteration 74Q: 3 clusters Score -2266966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2266972.750000 Penalty: 3189.887451
	Iteration 75Q: 3 clusters Score -2266973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2266975.250000 Penalty: 3189.887451
	Iteration 76Q: 3 clusters Score -2266975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2266977.500000 Penalty: 3189.887451
	Iteration 77Q: 3 clusters Score -2266978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2266977.250000 Penalty: 3189.887451
	Iteration 78Q: 3 clusters Score -2266977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2266975.750000 Penalty: 3189.887451
	Iteration 79Q: 3 clusters Score -2266976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2266978.250000 Penalty: 3189.887451
	Iteration 80F: 3 clusters Score -2266978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2266983.250000 Penalty: 3189.887451
	Iteration 81Q: 3 clusters Score -2266983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2266984.250000 Penalty: 3189.887451
	Iteration 82Q: 3 clusters Score -2266984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2266987.500000 Penalty: 3189.887451
	Iteration 83Q: 3 clusters Score -2266988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2266986.000000 Penalty: 3189.887451
	Iteration 84Q: 3 clusters Score -2266986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2266988.000000 Penalty: 3189.887451
	Iteration 85Q: 3 clusters Score -2266988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2266992.250000 Penalty: 3189.887451
	Iteration 86Q: 3 clusters Score -2266992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2266988.500000 Penalty: 3189.887451
	Iteration 87Q: 3 clusters Score -2266988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2266992.000000 Penalty: 3189.887451
	Iteration 88Q: 3 clusters Score -2266992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2266994.750000 Penalty: 3189.887451
	Iteration 89Q: 3 clusters Score -2266995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2266994.750000 Penalty: 3189.887451
	Iteration 90Q: 3 clusters Score -2266995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2266997.000000 Penalty: 3189.887451
	Iteration 91Q: 3 clusters Score -2266997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2266998.500000 Penalty: 3189.887451
	Iteration 92Q: 3 clusters Score -2266998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2266998.500000 Penalty: 3189.887451
	Iteration 93F: 3 clusters Score -2266998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Entering Unmasked Estep 
Score: -3670171.750000 Penalty: 1664.028320
	Iteration 0F: 2 clusters Score -3670172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3651447.250000 Penalty: 3328.056641
	Iteration 0F: 3 clusters Score -3651447 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3658791.750000 Penalty: 3328.056641
	Iteration 1F: 3 clusters Score -3658792 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3659390.000000 Penalty: 3328.056641
	Iteration 2F: 3 clusters Score -3659390 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3660071.750000 Penalty: 3328.056641
	Iteration 3Q: 3 clusters Score -3660072 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3660885.500000 Penalty: 3328.056641
	Iteration 4F: 3 clusters Score -3660886 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3661898.250000 Penalty: 3328.056641
	Iteration 5F: 3 clusters Score -3661898 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3662889.750000 Penalty: 3328.056641
	Iteration 6F: 3 clusters Score -3662890 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3663769.000000 Penalty: 3328.056641
	Iteration 7F: 3 clusters Score -3663769 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3664429.000000 Penalty: 3328.056641
	Iteration 8Q: 3 clusters Score -3664429 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3664864.000000 Penalty: 3328.056641
	Iteration 9Q: 3 clusters Score -3664864 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3665086.750000 Penalty: 3328.056641
	Iteration 10Q: 3 clusters Score -3665087 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3665192.000000 Penalty: 3328.056641
	Iteration 11Q: 3 clusters Score -3665192 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3665238.250000 Penalty: 3328.056641
	Iteration 12Q: 3 clusters Score -3665238 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3665275.000000 Penalty: 3328.056641
	Iteration 13Q: 3 clusters Score -3665275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3665297.500000 Penalty: 3328.056641
	Iteration 14Q: 3 clusters Score -3665298 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3665316.500000 Penalty: 3328.056641
	Iteration 15Q: 3 clusters Score -3665316 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3665328.000000 Penalty: 3328.056641
	Iteration 16Q: 3 clusters Score -3665328 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3665343.500000 Penalty: 3328.056641
	Iteration 17Q: 3 clusters Score -3665344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3665375.500000 Penalty: 3328.056641
	Iteration 18Q: 3 clusters Score -3665376 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3665402.500000 Penalty: 3328.056641
	Iteration 19Q: 3 clusters Score -3665402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3665420.000000 Penalty: 3328.056641
	Iteration 20F: 3 clusters Score -3665420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3665466.250000 Penalty: 3328.056641
	Iteration 21Q: 3 clusters Score -3665466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3665493.250000 Penalty: 3328.056641
	Iteration 22Q: 3 clusters Score -3665493 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3665528.750000 Penalty: 3328.056641
	Iteration 23Q: 3 clusters Score -3665529 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3665569.250000 Penalty: 3328.056641
	Iteration 24Q: 3 clusters Score -3665569 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3665605.000000 Penalty: 3328.056641
	Iteration 25Q: 3 clusters Score -3665605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3665658.000000 Penalty: 3328.056641
	Iteration 26Q: 3 clusters Score -3665658 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3665697.250000 Penalty: 3328.056641
	Iteration 27Q: 3 clusters Score -3665697 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3665779.500000 Penalty: 3328.056641
	Iteration 28Q: 3 clusters Score -3665780 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3665842.500000 Penalty: 3328.056641
	Iteration 29Q: 3 clusters Score -3665842 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3665928.000000 Penalty: 3328.056641
	Iteration 30Q: 3 clusters Score -3665928 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3666012.250000 Penalty: 3328.056641
	Iteration 31Q: 3 clusters Score -3666012 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3666120.500000 Penalty: 3328.056641
	Iteration 32Q: 3 clusters Score -3666120 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3666221.000000 Penalty: 3328.056641
	Iteration 33Q: 3 clusters Score -3666221 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3666359.500000 Penalty: 3328.056641
	Iteration 34Q: 3 clusters Score -3666360 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3666506.000000 Penalty: 3328.056641
	Iteration 35Q: 3 clusters Score -3666506 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3666699.500000 Penalty: 3328.056641
	Iteration 36Q: 3 clusters Score -3666700 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3666896.750000 Penalty: 3328.056641
	Iteration 37Q: 3 clusters Score -3666897 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3667115.000000 Penalty: 3328.056641
	Iteration 38Q: 3 clusters Score -3667115 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3667321.500000 Penalty: 3328.056641
	Iteration 39Q: 3 clusters Score -3667322 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3667510.500000 Penalty: 3328.056641
	Iteration 40F: 3 clusters Score -3667510 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3667724.500000 Penalty: 3328.056641
	Iteration 41Q: 3 clusters Score -3667724 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3667918.000000 Penalty: 3328.056641
	Iteration 42Q: 3 clusters Score -3667918 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3668084.000000 Penalty: 3328.056641
	Iteration 43Q: 3 clusters Score -3668084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3668218.000000 Penalty: 3328.056641
	Iteration 44Q: 3 clusters Score -3668218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3668345.750000 Penalty: 3328.056641
	Iteration 45Q: 3 clusters Score -3668346 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3668458.000000 Penalty: 3328.056641
	Iteration 46Q: 3 clusters Score -3668458 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3668544.500000 Penalty: 3328.056641
	Iteration 47Q: 3 clusters Score -3668544 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3668607.750000 Penalty: 3328.056641
	Iteration 48Q: 3 clusters Score -3668608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3668642.250000 Penalty: 3328.056641
	Iteration 49Q: 3 clusters Score -3668642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3668688.750000 Penalty: 3328.056641
	Iteration 50Q: 3 clusters Score -3668689 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3668727.750000 Penalty: 3328.056641
	Iteration 51Q: 3 clusters Score -3668728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3668755.250000 Penalty: 3328.056641
	Iteration 52Q: 3 clusters Score -3668755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3668792.250000 Penalty: 3328.056641
	Iteration 53Q: 3 clusters Score -3668792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3668830.500000 Penalty: 3328.056641
	Iteration 54Q: 3 clusters Score -3668830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3668841.750000 Penalty: 3328.056641
	Iteration 55Q: 3 clusters Score -3668842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3668865.250000 Penalty: 3328.056641
	Iteration 56Q: 3 clusters Score -3668865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3668877.000000 Penalty: 3328.056641
	Iteration 57Q: 3 clusters Score -3668877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3668890.750000 Penalty: 3328.056641
	Iteration 58Q: 3 clusters Score -3668891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3668891.750000 Penalty: 3328.056641
	Iteration 59Q: 3 clusters Score -3668892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3668899.500000 Penalty: 3328.056641
	Iteration 60F: 3 clusters Score -3668900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3668914.250000 Penalty: 3328.056641
	Iteration 61Q: 3 clusters Score -3668914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3668922.750000 Penalty: 3328.056641
	Iteration 62Q: 3 clusters Score -3668923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3668938.250000 Penalty: 3328.056641
	Iteration 63Q: 3 clusters Score -3668938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3668945.250000 Penalty: 3328.056641
	Iteration 64Q: 3 clusters Score -3668945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3668942.000000 Penalty: 3328.056641
	Iteration 65Q: 3 clusters Score -3668942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3668950.500000 Penalty: 3328.056641
	Iteration 66Q: 3 clusters Score -3668950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3668951.000000 Penalty: 3328.056641
	Iteration 67Q: 3 clusters Score -3668951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3668962.500000 Penalty: 3328.056641
	Iteration 68Q: 3 clusters Score -3668962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3668961.250000 Penalty: 3328.056641
	Iteration 69Q: 3 clusters Score -3668961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3668969.750000 Penalty: 3328.056641
	Iteration 70Q: 3 clusters Score -3668970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3668969.250000 Penalty: 3328.056641
	Iteration 71Q: 3 clusters Score -3668969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3668973.750000 Penalty: 3328.056641
	Iteration 72Q: 3 clusters Score -3668974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3668978.750000 Penalty: 3328.056641
	Iteration 73Q: 3 clusters Score -3668979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3668979.250000 Penalty: 3328.056641
	Iteration 74Q: 3 clusters Score -3668979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3668981.250000 Penalty: 3328.056641
	Iteration 75Q: 3 clusters Score -3668981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3668980.250000 Penalty: 3328.056641
	Iteration 76Q: 3 clusters Score -3668980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3668983.500000 Penalty: 3328.056641
	Iteration 77Q: 3 clusters Score -3668984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3668987.000000 Penalty: 3328.056641
	Iteration 78Q: 3 clusters Score -3668987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3668984.750000 Penalty: 3328.056641
	Iteration 79Q: 3 clusters Score -3668985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3668986.000000 Penalty: 3328.056641
	Iteration 80F: 3 clusters Score -3668986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3668989.250000 Penalty: 3328.056641
	Iteration 81Q: 3 clusters Score -3668989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3668990.000000 Penalty: 3328.056641
	Iteration 82Q: 3 clusters Score -3668990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3668993.500000 Penalty: 3328.056641
	Iteration 83Q: 3 clusters Score -3668994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3668991.000000 Penalty: 3328.056641
	Iteration 84Q: 3 clusters Score -3668991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3668993.000000 Penalty: 3328.056641
	Iteration 85Q: 3 clusters Score -3668993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3668993.000000 Penalty: 3328.056641
	Iteration 86F: 3 clusters Score -3668993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (94310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Entering Unmasked Estep 
Score: -12463361.000000 Penalty: 1861.330688
	Iteration 0F: 2 clusters Score -1.246336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -12409275.000000 Penalty: 3722.661377
	Iteration 0F: 3 clusters Score -1.240928e+07 nChanged 45177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -12436583.000000 Penalty: 3722.661377
	Iteration 1F: 3 clusters Score -1.243658e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -12437970.000000 Penalty: 3722.661377
	Iteration 2Q: 3 clusters Score -1.243797e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -12439704.000000 Penalty: 3722.661377
	Iteration 3Q: 3 clusters Score -1.24397e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -12442105.000000 Penalty: 3722.661377
	Iteration 4Q: 3 clusters Score -1.24421e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -12445195.000000 Penalty: 3722.661377
	Iteration 5F: 3 clusters Score -1.24452e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -12449127.000000 Penalty: 3722.661377
	Iteration 6F: 3 clusters Score -1.244913e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -12453165.000000 Penalty: 3722.661377
	Iteration 7F: 3 clusters Score -1.245316e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -12455850.000000 Penalty: 3722.661377
	Iteration 8F: 3 clusters Score -1.245585e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -12456881.000000 Penalty: 3722.661377
	Iteration 9Q: 3 clusters Score -1.245688e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -12457154.000000 Penalty: 3722.661377
	Iteration 10Q: 3 clusters Score -1.245715e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12457376.000000 Penalty: 3722.661377
	Iteration 11Q: 3 clusters Score -1.245738e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -12457579.000000 Penalty: 3722.661377
	Iteration 12Q: 3 clusters Score -1.245758e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -12457712.000000 Penalty: 3722.661377
	Iteration 13Q: 3 clusters Score -1.245771e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -12457820.000000 Penalty: 3722.661377
	Iteration 14Q: 3 clusters Score -1.245782e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -12457888.000000 Penalty: 3722.661377
	Iteration 15Q: 3 clusters Score -1.245789e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -12458028.000000 Penalty: 3722.661377
	Iteration 16Q: 3 clusters Score -1.245803e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -12458086.000000 Penalty: 3722.661377
	Iteration 17Q: 3 clusters Score -1.245809e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -12458189.000000 Penalty: 3722.661377
	Iteration 18Q: 3 clusters Score -1.245819e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -12458218.000000 Penalty: 3722.661377
	Iteration 19Q: 3 clusters Score -1.245822e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -12458249.000000 Penalty: 3722.661377
	Iteration 20F: 3 clusters Score -1.245825e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -12458224.000000 Penalty: 3722.661377
	Iteration 21Q: 3 clusters Score -1.245822e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -12458261.000000 Penalty: 3722.661377
	Iteration 22Q: 3 clusters Score -1.245826e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -12458353.000000 Penalty: 3722.661377
	Iteration 23Q: 3 clusters Score -1.245835e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -12458423.000000 Penalty: 3722.661377
	Iteration 24Q: 3 clusters Score -1.245842e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -12458510.000000 Penalty: 3722.661377
	Iteration 25Q: 3 clusters Score -1.245851e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -12458587.000000 Penalty: 3722.661377
	Iteration 26Q: 3 clusters Score -1.245859e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -12458662.000000 Penalty: 3722.661377
	Iteration 27Q: 3 clusters Score -1.245866e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -12458705.000000 Penalty: 3722.661377
	Iteration 28Q: 3 clusters Score -1.24587e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -12458817.000000 Penalty: 3722.661377
	Iteration 29Q: 3 clusters Score -1.245882e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -12458934.000000 Penalty: 3722.661377
	Iteration 30Q: 3 clusters Score -1.245893e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -12458972.000000 Penalty: 3722.661377
	Iteration 31Q: 3 clusters Score -1.245897e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -12459060.000000 Penalty: 3722.661377
	Iteration 32Q: 3 clusters Score -1.245906e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -12459049.000000 Penalty: 3722.661377
	Iteration 33Q: 3 clusters Score -1.245905e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -12459099.000000 Penalty: 3722.661377
	Iteration 34Q: 3 clusters Score -1.24591e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -12459121.000000 Penalty: 3722.661377
	Iteration 35Q: 3 clusters Score -1.245912e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -12459173.000000 Penalty: 3722.661377
	Iteration 36Q: 3 clusters Score -1.245917e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -12459179.000000 Penalty: 3722.661377
	Iteration 37Q: 3 clusters Score -1.245918e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -12459270.000000 Penalty: 3722.661377
	Iteration 38Q: 3 clusters Score -1.245927e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -12459301.000000 Penalty: 3722.661377
	Iteration 39Q: 3 clusters Score -1.24593e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -12459355.000000 Penalty: 3722.661377
	Iteration 40F: 3 clusters Score -1.245936e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -12459372.000000 Penalty: 3722.661377
	Iteration 41Q: 3 clusters Score -1.245937e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -12459483.000000 Penalty: 3722.661377
	Iteration 42Q: 3 clusters Score -1.245948e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -12459518.000000 Penalty: 3722.661377
	Iteration 43Q: 3 clusters Score -1.245952e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -12459585.000000 Penalty: 3722.661377
	Iteration 44Q: 3 clusters Score -1.245958e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -12459683.000000 Penalty: 3722.661377
	Iteration 45Q: 3 clusters Score -1.245968e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -12459768.000000 Penalty: 3722.661377
	Iteration 46Q: 3 clusters Score -1.245977e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -12459850.000000 Penalty: 3722.661377
	Iteration 47Q: 3 clusters Score -1.245985e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -12459889.000000 Penalty: 3722.661377
	Iteration 48Q: 3 clusters Score -1.245989e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -12459857.000000 Penalty: 3722.661377
	Iteration 49Q: 3 clusters Score -1.245986e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -12459872.000000 Penalty: 3722.661377
	Iteration 50Q: 3 clusters Score -1.245987e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -12459886.000000 Penalty: 3722.661377
	Iteration 51Q: 3 clusters Score -1.245989e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -12459997.000000 Penalty: 3722.661377
	Iteration 52Q: 3 clusters Score -1.246e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -12460061.000000 Penalty: 3722.661377
	Iteration 53Q: 3 clusters Score -1.246006e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -12460088.000000 Penalty: 3722.661377
	Iteration 54Q: 3 clusters Score -1.246009e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -12460089.000000 Penalty: 3722.661377
	Iteration 55Q: 3 clusters Score -1.246009e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -12460156.000000 Penalty: 3722.661377
	Iteration 56Q: 3 clusters Score -1.246016e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12460236.000000 Penalty: 3722.661377
	Iteration 57Q: 3 clusters Score -1.246024e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -12460296.000000 Penalty: 3722.661377
	Iteration 58Q: 3 clusters Score -1.24603e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -12460291.000000 Penalty: 3722.661377
	Iteration 59Q: 3 clusters Score -1.246029e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -12460366.000000 Penalty: 3722.661377
	Iteration 60F: 3 clusters Score -1.246037e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -12460453.000000 Penalty: 3722.661377
	Iteration 61Q: 3 clusters Score -1.246045e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -12460476.000000 Penalty: 3722.661377
	Iteration 62Q: 3 clusters Score -1.246048e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -12460558.000000 Penalty: 3722.661377
	Iteration 63Q: 3 clusters Score -1.246056e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -12460667.000000 Penalty: 3722.661377
	Iteration 64Q: 3 clusters Score -1.246067e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -12460764.000000 Penalty: 3722.661377
	Iteration 65Q: 3 clusters Score -1.246076e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -12460840.000000 Penalty: 3722.661377
	Iteration 66Q: 3 clusters Score -1.246084e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -12460906.000000 Penalty: 3722.661377
	Iteration 67Q: 3 clusters Score -1.246091e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -12460950.000000 Penalty: 3722.661377
	Iteration 68Q: 3 clusters Score -1.246095e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -12461100.000000 Penalty: 3722.661377
	Iteration 69Q: 3 clusters Score -1.24611e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -12461220.000000 Penalty: 3722.661377
	Iteration 70Q: 3 clusters Score -1.246122e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -12461299.000000 Penalty: 3722.661377
	Iteration 71Q: 3 clusters Score -1.24613e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -12461327.000000 Penalty: 3722.661377
	Iteration 72Q: 3 clusters Score -1.246133e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -12461430.000000 Penalty: 3722.661377
	Iteration 73Q: 3 clusters Score -1.246143e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -12461490.000000 Penalty: 3722.661377
	Iteration 74Q: 3 clusters Score -1.246149e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -12461599.000000 Penalty: 3722.661377
	Iteration 75Q: 3 clusters Score -1.24616e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -12461655.000000 Penalty: 3722.661377
	Iteration 76Q: 3 clusters Score -1.246166e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -12461651.000000 Penalty: 3722.661377
	Iteration 77Q: 3 clusters Score -1.246165e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -12461675.000000 Penalty: 3722.661377
	Iteration 78Q: 3 clusters Score -1.246168e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -12461716.000000 Penalty: 3722.661377
	Iteration 79Q: 3 clusters Score -1.246172e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -12461770.000000 Penalty: 3722.661377
	Iteration 80F: 3 clusters Score -1.246177e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -12461835.000000 Penalty: 3722.661377
	Iteration 81Q: 3 clusters Score -1.246184e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -12461816.000000 Penalty: 3722.661377
	Iteration 82Q: 3 clusters Score -1.246182e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -12461832.000000 Penalty: 3722.661377
	Iteration 83Q: 3 clusters Score -1.246183e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -12461850.000000 Penalty: 3722.661377
	Iteration 84Q: 3 clusters Score -1.246185e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -12461844.000000 Penalty: 3722.661377
	Iteration 85Q: 3 clusters Score -1.246184e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -12461889.000000 Penalty: 3722.661377
	Iteration 86Q: 3 clusters Score -1.246189e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -12461918.000000 Penalty: 3722.661377
	Iteration 87Q: 3 clusters Score -1.246192e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -12461932.000000 Penalty: 3722.661377
	Iteration 88Q: 3 clusters Score -1.246193e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -12461956.000000 Penalty: 3722.661377
	Iteration 89Q: 3 clusters Score -1.246196e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -12461979.000000 Penalty: 3722.661377
	Iteration 90Q: 3 clusters Score -1.246198e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -12461980.000000 Penalty: 3722.661377
	Iteration 91Q: 3 clusters Score -1.246198e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -12462010.000000 Penalty: 3722.661377
	Iteration 92Q: 3 clusters Score -1.246201e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -12461992.000000 Penalty: 3722.661377
	Iteration 93Q: 3 clusters Score -1.246199e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -12462025.000000 Penalty: 3722.661377
	Iteration 94Q: 3 clusters Score -1.246202e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -12462083.000000 Penalty: 3722.661377
	Iteration 95Q: 3 clusters Score -1.246208e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -12462117.000000 Penalty: 3722.661377
	Iteration 96Q: 3 clusters Score -1.246212e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -12462155.000000 Penalty: 3722.661377
	Iteration 97Q: 3 clusters Score -1.246216e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -12462161.000000 Penalty: 3722.661377
	Iteration 98Q: 3 clusters Score -1.246216e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -12462199.000000 Penalty: 3722.661377
	Iteration 99Q: 3 clusters Score -1.24622e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -12462181.000000 Penalty: 3722.661377
	Iteration 100F: 3 clusters Score -1.246218e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -12462203.000000 Penalty: 3722.661377
	Iteration 101Q: 3 clusters Score -1.24622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -12462212.000000 Penalty: 3722.661377
	Iteration 102Q: 3 clusters Score -1.246221e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -12462220.000000 Penalty: 3722.661377
	Iteration 103Q: 3 clusters Score -1.246222e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -12462217.000000 Penalty: 3722.661377
	Iteration 104Q: 3 clusters Score -1.246222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -12462208.000000 Penalty: 3722.661377
	Iteration 105Q: 3 clusters Score -1.246221e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -12462246.000000 Penalty: 3722.661377
	Iteration 106Q: 3 clusters Score -1.246225e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -12462224.000000 Penalty: 3722.661377
	Iteration 107Q: 3 clusters Score -1.246222e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -12462222.000000 Penalty: 3722.661377
	Iteration 108Q: 3 clusters Score -1.246222e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -12462262.000000 Penalty: 3722.661377
	Iteration 109Q: 3 clusters Score -1.246226e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -12462255.000000 Penalty: 3722.661377
	Iteration 110Q: 3 clusters Score -1.246226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -12462270.000000 Penalty: 3722.661377
	Iteration 111Q: 3 clusters Score -1.246227e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -12462266.000000 Penalty: 3722.661377
	Iteration 112Q: 3 clusters Score -1.246227e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -12462229.000000 Penalty: 3722.661377
	Iteration 113Q: 3 clusters Score -1.246223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -12462212.000000 Penalty: 3722.661377
	Iteration 114Q: 3 clusters Score -1.246221e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -12462215.000000 Penalty: 3722.661377
	Iteration 115Q: 3 clusters Score -1.246222e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -12462217.000000 Penalty: 3722.661377
	Iteration 116Q: 3 clusters Score -1.246222e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -12462195.000000 Penalty: 3722.661377
	Iteration 117Q: 3 clusters Score -1.24622e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -12462191.000000 Penalty: 3722.661377
	Iteration 118Q: 3 clusters Score -1.246219e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -12462197.000000 Penalty: 3722.661377
	Iteration 119Q: 3 clusters Score -1.24622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -12462191.000000 Penalty: 3722.661377
	Iteration 120F: 3 clusters Score -1.246219e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -12462196.000000 Penalty: 3722.661377
	Iteration 121Q: 3 clusters Score -1.24622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -12462207.000000 Penalty: 3722.661377
	Iteration 122Q: 3 clusters Score -1.246221e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -12462220.000000 Penalty: 3722.661377
	Iteration 123Q: 3 clusters Score -1.246222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -12462209.000000 Penalty: 3722.661377
	Iteration 124Q: 3 clusters Score -1.246221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -12462183.000000 Penalty: 3722.661377
	Iteration 125Q: 3 clusters Score -1.246218e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 3722.661377
	Iteration 126Q: 3 clusters Score -1.246219e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 3722.661377
	Iteration 127Q: 3 clusters Score -1.246219e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -12462207.000000 Penalty: 3722.661377
	Iteration 128Q: 3 clusters Score -1.246221e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -12462221.000000 Penalty: 3722.661377
	Iteration 129Q: 3 clusters Score -1.246222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -12462209.000000 Penalty: 3722.661377
	Iteration 130Q: 3 clusters Score -1.246221e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -12462206.000000 Penalty: 3722.661377
	Iteration 131Q: 3 clusters Score -1.246221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -12462195.000000 Penalty: 3722.661377
	Iteration 132Q: 3 clusters Score -1.24622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -12462212.000000 Penalty: 3722.661377
	Iteration 133Q: 3 clusters Score -1.246221e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -12462246.000000 Penalty: 3722.661377
	Iteration 134Q: 3 clusters Score -1.246225e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -12462239.000000 Penalty: 3722.661377
	Iteration 135Q: 3 clusters Score -1.246224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -12462265.000000 Penalty: 3722.661377
	Iteration 136Q: 3 clusters Score -1.246226e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -12462273.000000 Penalty: 3722.661377
	Iteration 137Q: 3 clusters Score -1.246227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -12462274.000000 Penalty: 3722.661377
	Iteration 138Q: 3 clusters Score -1.246227e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -12462280.000000 Penalty: 3722.661377
	Iteration 139Q: 3 clusters Score -1.246228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -12462276.000000 Penalty: 3722.661377
	Iteration 140F: 3 clusters Score -1.246228e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -12462254.000000 Penalty: 3722.661377
	Iteration 141Q: 3 clusters Score -1.246225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -12462267.000000 Penalty: 3722.661377
	Iteration 142Q: 3 clusters Score -1.246227e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -12462260.000000 Penalty: 3722.661377
	Iteration 143Q: 3 clusters Score -1.246226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -12462281.000000 Penalty: 3722.661377
	Iteration 144Q: 3 clusters Score -1.246228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -12462292.000000 Penalty: 3722.661377
	Iteration 145Q: 3 clusters Score -1.246229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -12462298.000000 Penalty: 3722.661377
	Iteration 146Q: 3 clusters Score -1.24623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -12462292.000000 Penalty: 3722.661377
	Iteration 147Q: 3 clusters Score -1.246229e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -12462301.000000 Penalty: 3722.661377
	Iteration 148Q: 3 clusters Score -1.24623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -12462283.000000 Penalty: 3722.661377
	Iteration 149Q: 3 clusters Score -1.246228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -12462314.000000 Penalty: 3722.661377
	Iteration 150Q: 3 clusters Score -1.246231e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -12462315.000000 Penalty: 3722.661377
	Iteration 151Q: 3 clusters Score -1.246232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -12462336.000000 Penalty: 3722.661377
	Iteration 152Q: 3 clusters Score -1.246234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -12462329.000000 Penalty: 3722.661377
	Iteration 153Q: 3 clusters Score -1.246233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -12462333.000000 Penalty: 3722.661377
	Iteration 154Q: 3 clusters Score -1.246233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -12462317.000000 Penalty: 3722.661377
	Iteration 155Q: 3 clusters Score -1.246232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -12462319.000000 Penalty: 3722.661377
	Iteration 156Q: 3 clusters Score -1.246232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -12462330.000000 Penalty: 3722.661377
	Iteration 157Q: 3 clusters Score -1.246233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -12462339.000000 Penalty: 3722.661377
	Iteration 158Q: 3 clusters Score -1.246234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -12462350.000000 Penalty: 3722.661377
	Iteration 159Q: 3 clusters Score -1.246235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -12462332.000000 Penalty: 3722.661377
	Iteration 160F: 3 clusters Score -1.246233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -12462324.000000 Penalty: 3722.661377
	Iteration 161Q: 3 clusters Score -1.246232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -12462329.000000 Penalty: 3722.661377
	Iteration 162Q: 3 clusters Score -1.246233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -12462330.000000 Penalty: 3722.661377
	Iteration 163Q: 3 clusters Score -1.246233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -12462345.000000 Penalty: 3722.661377
	Iteration 164Q: 3 clusters Score -1.246234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -12462350.000000 Penalty: 3722.661377
	Iteration 165Q: 3 clusters Score -1.246235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -12462336.000000 Penalty: 3722.661377
	Iteration 166Q: 3 clusters Score -1.246234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -12462338.000000 Penalty: 3722.661377
	Iteration 167Q: 3 clusters Score -1.246234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -12462365.000000 Penalty: 3722.661377
	Iteration 168Q: 3 clusters Score -1.246236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -12462369.000000 Penalty: 3722.661377
	Iteration 169Q: 3 clusters Score -1.246237e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -12462344.000000 Penalty: 3722.661377
	Iteration 170Q: 3 clusters Score -1.246234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -12462343.000000 Penalty: 3722.661377
	Iteration 171Q: 3 clusters Score -1.246234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -12462346.000000 Penalty: 3722.661377
	Iteration 172Q: 3 clusters Score -1.246235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -12462360.000000 Penalty: 3722.661377
	Iteration 173Q: 3 clusters Score -1.246236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -12462349.000000 Penalty: 3722.661377
	Iteration 174Q: 3 clusters Score -1.246235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -12462338.000000 Penalty: 3722.661377
	Iteration 175Q: 3 clusters Score -1.246234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -12462314.000000 Penalty: 3722.661377
	Iteration 176Q: 3 clusters Score -1.246231e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -12462300.000000 Penalty: 3722.661377
	Iteration 177Q: 3 clusters Score -1.24623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -12462326.000000 Penalty: 3722.661377
	Iteration 178Q: 3 clusters Score -1.246233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -12462328.000000 Penalty: 3722.661377
	Iteration 179Q: 3 clusters Score -1.246233e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -12462337.000000 Penalty: 3722.661377
	Iteration 180F: 3 clusters Score -1.246234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -12462337.000000 Penalty: 3722.661377
	Iteration 181Q: 3 clusters Score -1.246234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -12462360.000000 Penalty: 3722.661377
	Iteration 182Q: 3 clusters Score -1.246236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -12462378.000000 Penalty: 3722.661377
	Iteration 183Q: 3 clusters Score -1.246238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -12462390.000000 Penalty: 3722.661377
	Iteration 184Q: 3 clusters Score -1.246239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -12462386.000000 Penalty: 3722.661377
	Iteration 185Q: 3 clusters Score -1.246239e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -12462367.000000 Penalty: 3722.661377
	Iteration 186Q: 3 clusters Score -1.246237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -12462360.000000 Penalty: 3722.661377
	Iteration 187Q: 3 clusters Score -1.246236e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -12462362.000000 Penalty: 3722.661377
	Iteration 188Q: 3 clusters Score -1.246236e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -12462367.000000 Penalty: 3722.661377
	Iteration 189Q: 3 clusters Score -1.246237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -12462371.000000 Penalty: 3722.661377
	Iteration 190Q: 3 clusters Score -1.246237e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -12462365.000000 Penalty: 3722.661377
	Iteration 191Q: 3 clusters Score -1.246236e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -12462356.000000 Penalty: 3722.661377
	Iteration 192Q: 3 clusters Score -1.246236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 193Q: 3 clusters Score -1.246237e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -12462391.000000 Penalty: 3722.661377
	Iteration 194Q: 3 clusters Score -1.246239e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -12462384.000000 Penalty: 3722.661377
	Iteration 195Q: 3 clusters Score -1.246238e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -12462387.000000 Penalty: 3722.661377
	Iteration 196Q: 3 clusters Score -1.246239e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -12462395.000000 Penalty: 3722.661377
	Iteration 197Q: 3 clusters Score -1.24624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -12462374.000000 Penalty: 3722.661377
	Iteration 198Q: 3 clusters Score -1.246237e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -12462366.000000 Penalty: 3722.661377
	Iteration 199Q: 3 clusters Score -1.246237e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -12462384.000000 Penalty: 3722.661377
	Iteration 200F: 3 clusters Score -1.246238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -12462366.000000 Penalty: 3722.661377
	Iteration 201Q: 3 clusters Score -1.246237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -12462367.000000 Penalty: 3722.661377
	Iteration 202Q: 3 clusters Score -1.246237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -12462382.000000 Penalty: 3722.661377
	Iteration 203Q: 3 clusters Score -1.246238e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -12462390.000000 Penalty: 3722.661377
	Iteration 204Q: 3 clusters Score -1.246239e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -12462413.000000 Penalty: 3722.661377
	Iteration 205Q: 3 clusters Score -1.246241e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -12462417.000000 Penalty: 3722.661377
	Iteration 206Q: 3 clusters Score -1.246242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -12462399.000000 Penalty: 3722.661377
	Iteration 207Q: 3 clusters Score -1.24624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -12462409.000000 Penalty: 3722.661377
	Iteration 208Q: 3 clusters Score -1.246241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -12462418.000000 Penalty: 3722.661377
	Iteration 209Q: 3 clusters Score -1.246242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -12462444.000000 Penalty: 3722.661377
	Iteration 210Q: 3 clusters Score -1.246244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -12462445.000000 Penalty: 3722.661377
	Iteration 211Q: 3 clusters Score -1.246244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -12462428.000000 Penalty: 3722.661377
	Iteration 212Q: 3 clusters Score -1.246243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -12462438.000000 Penalty: 3722.661377
	Iteration 213Q: 3 clusters Score -1.246244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -12462422.000000 Penalty: 3722.661377
	Iteration 214Q: 3 clusters Score -1.246242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -12462431.000000 Penalty: 3722.661377
	Iteration 215Q: 3 clusters Score -1.246243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -12462424.000000 Penalty: 3722.661377
	Iteration 216Q: 3 clusters Score -1.246242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -12462437.000000 Penalty: 3722.661377
	Iteration 217Q: 3 clusters Score -1.246244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -12462433.000000 Penalty: 3722.661377
	Iteration 218Q: 3 clusters Score -1.246243e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -12462445.000000 Penalty: 3722.661377
	Iteration 219Q: 3 clusters Score -1.246244e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -12462451.000000 Penalty: 3722.661377
	Iteration 220F: 3 clusters Score -1.246245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -12462479.000000 Penalty: 3722.661377
	Iteration 221Q: 3 clusters Score -1.246248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -12462455.000000 Penalty: 3722.661377
	Iteration 222Q: 3 clusters Score -1.246246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -12462449.000000 Penalty: 3722.661377
	Iteration 223Q: 3 clusters Score -1.246245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -12462428.000000 Penalty: 3722.661377
	Iteration 224Q: 3 clusters Score -1.246243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -12462428.000000 Penalty: 3722.661377
	Iteration 225Q: 3 clusters Score -1.246243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -12462414.000000 Penalty: 3722.661377
	Iteration 226Q: 3 clusters Score -1.246241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -12462411.000000 Penalty: 3722.661377
	Iteration 227Q: 3 clusters Score -1.246241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -12462405.000000 Penalty: 3722.661377
	Iteration 228Q: 3 clusters Score -1.24624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -12462418.000000 Penalty: 3722.661377
	Iteration 229Q: 3 clusters Score -1.246242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -12462418.000000 Penalty: 3722.661377
	Iteration 230Q: 3 clusters Score -1.246242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -12462426.000000 Penalty: 3722.661377
	Iteration 231Q: 3 clusters Score -1.246243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -12462407.000000 Penalty: 3722.661377
	Iteration 232Q: 3 clusters Score -1.246241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -12462405.000000 Penalty: 3722.661377
	Iteration 233Q: 3 clusters Score -1.24624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -12462406.000000 Penalty: 3722.661377
	Iteration 234Q: 3 clusters Score -1.246241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -12462403.000000 Penalty: 3722.661377
	Iteration 235Q: 3 clusters Score -1.24624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -12462400.000000 Penalty: 3722.661377
	Iteration 236Q: 3 clusters Score -1.24624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -12462413.000000 Penalty: 3722.661377
	Iteration 237Q: 3 clusters Score -1.246241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -12462406.000000 Penalty: 3722.661377
	Iteration 238Q: 3 clusters Score -1.246241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -12462389.000000 Penalty: 3722.661377
	Iteration 239Q: 3 clusters Score -1.246239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -12462383.000000 Penalty: 3722.661377
	Iteration 240F: 3 clusters Score -1.246238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 241Q: 3 clusters Score -1.246236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -12462380.000000 Penalty: 3722.661377
	Iteration 242Q: 3 clusters Score -1.246238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -12462365.000000 Penalty: 3722.661377
	Iteration 243Q: 3 clusters Score -1.246236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 244Q: 3 clusters Score -1.246236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 245Q: 3 clusters Score -1.246236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -12462344.000000 Penalty: 3722.661377
	Iteration 246Q: 3 clusters Score -1.246234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -12462356.000000 Penalty: 3722.661377
	Iteration 247Q: 3 clusters Score -1.246236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 248Q: 3 clusters Score -1.246236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 249Q: 3 clusters Score -1.246236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -12462358.000000 Penalty: 3722.661377
	Iteration 250Q: 3 clusters Score -1.246236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -12462348.000000 Penalty: 3722.661377
	Iteration 251Q: 3 clusters Score -1.246235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -12462348.000000 Penalty: 3722.661377
	Iteration 252Q: 3 clusters Score -1.246235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -12462363.000000 Penalty: 3722.661377
	Iteration 253Q: 3 clusters Score -1.246236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 254Q: 3 clusters Score -1.246237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -12462361.000000 Penalty: 3722.661377
	Iteration 255Q: 3 clusters Score -1.246236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -12462362.000000 Penalty: 3722.661377
	Iteration 256Q: 3 clusters Score -1.246236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -12462374.000000 Penalty: 3722.661377
	Iteration 257Q: 3 clusters Score -1.246237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -12462394.000000 Penalty: 3722.661377
	Iteration 258Q: 3 clusters Score -1.246239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -12462388.000000 Penalty: 3722.661377
	Iteration 259Q: 3 clusters Score -1.246239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -12462390.000000 Penalty: 3722.661377
	Iteration 260F: 3 clusters Score -1.246239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -12462382.000000 Penalty: 3722.661377
	Iteration 261Q: 3 clusters Score -1.246238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -12462373.000000 Penalty: 3722.661377
	Iteration 262Q: 3 clusters Score -1.246237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 263Q: 3 clusters Score -1.246237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -12462353.000000 Penalty: 3722.661377
	Iteration 264Q: 3 clusters Score -1.246235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -12462360.000000 Penalty: 3722.661377
	Iteration 265Q: 3 clusters Score -1.246236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -12462362.000000 Penalty: 3722.661377
	Iteration 266Q: 3 clusters Score -1.246236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -12462373.000000 Penalty: 3722.661377
	Iteration 267Q: 3 clusters Score -1.246237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -12462378.000000 Penalty: 3722.661377
	Iteration 268Q: 3 clusters Score -1.246238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -12462375.000000 Penalty: 3722.661377
	Iteration 269Q: 3 clusters Score -1.246238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -12462375.000000 Penalty: 3722.661377
	Iteration 270Q: 3 clusters Score -1.246238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -12462384.000000 Penalty: 3722.661377
	Iteration 271Q: 3 clusters Score -1.246238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 272Q: 3 clusters Score -1.246237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -12462379.000000 Penalty: 3722.661377
	Iteration 273Q: 3 clusters Score -1.246238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -12462374.000000 Penalty: 3722.661377
	Iteration 274Q: 3 clusters Score -1.246237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 275Q: 3 clusters Score -1.246237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -12462372.000000 Penalty: 3722.661377
	Iteration 276F: 3 clusters Score -1.246237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -598955.125000 Penalty: 1374.437988
	Iteration 0F: 2 clusters Score -598955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -595186.000000 Penalty: 2748.875977
	Iteration 0F: 3 clusters Score -595186 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -596141.750000 Penalty: 2748.875977
	Iteration 1F: 3 clusters Score -596141.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -596289.750000 Penalty: 2748.875977
	Iteration 2F: 3 clusters Score -596289.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -596394.750000 Penalty: 2748.875977
	Iteration 3Q: 3 clusters Score -596394.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -596509.250000 Penalty: 2748.875977
	Iteration 4Q: 3 clusters Score -596509.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -596669.500000 Penalty: 2748.875977
	Iteration 5Q: 3 clusters Score -596669.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -596854.062500 Penalty: 2748.875977
	Iteration 6Q: 3 clusters Score -596854.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -597050.562500 Penalty: 2748.875977
	Iteration 7F: 3 clusters Score -597050.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -597280.187500 Penalty: 2748.875977
	Iteration 8F: 3 clusters Score -597280.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -597544.500000 Penalty: 2748.875977
	Iteration 9F: 3 clusters Score -597544.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -597778.000000 Penalty: 2748.875977
	Iteration 10F: 3 clusters Score -597778 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -597971.875000 Penalty: 2748.875977
	Iteration 11F: 3 clusters Score -597971.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -598091.687500 Penalty: 2748.875977
	Iteration 12Q: 3 clusters Score -598091.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -598166.062500 Penalty: 2748.875977
	Iteration 13Q: 3 clusters Score -598166.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -598212.500000 Penalty: 2748.875977
	Iteration 14Q: 3 clusters Score -598212.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -598244.687500 Penalty: 2748.875977
	Iteration 15Q: 3 clusters Score -598244.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -598270.625000 Penalty: 2748.875977
	Iteration 16Q: 3 clusters Score -598270.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -598293.125000 Penalty: 2748.875977
	Iteration 17Q: 3 clusters Score -598293.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -598308.062500 Penalty: 2748.875977
	Iteration 18Q: 3 clusters Score -598308.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -598323.812500 Penalty: 2748.875977
	Iteration 19Q: 3 clusters Score -598323.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -598340.312500 Penalty: 2748.875977
	Iteration 20F: 3 clusters Score -598340.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -598356.562500 Penalty: 2748.875977
	Iteration 21Q: 3 clusters Score -598356.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -598363.562500 Penalty: 2748.875977
	Iteration 22Q: 3 clusters Score -598363.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -598376.500000 Penalty: 2748.875977
	Iteration 23Q: 3 clusters Score -598376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -598383.187500 Penalty: 2748.875977
	Iteration 24Q: 3 clusters Score -598383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -598383.625000 Penalty: 2748.875977
	Iteration 25Q: 3 clusters Score -598383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -598386.250000 Penalty: 2748.875977
	Iteration 26Q: 3 clusters Score -598386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -598387.750000 Penalty: 2748.875977
	Iteration 27Q: 3 clusters Score -598387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -598389.625000 Penalty: 2748.875977
	Iteration 28Q: 3 clusters Score -598389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -598389.312500 Penalty: 2748.875977
	Iteration 29Q: 3 clusters Score -598389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -598389.937500 Penalty: 2748.875977
	Iteration 30Q: 3 clusters Score -598389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -598390.375000 Penalty: 2748.875977
	Iteration 31Q: 3 clusters Score -598390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -598390.125000 Penalty: 2748.875977
	Iteration 32Q: 3 clusters Score -598390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -598390.125000 Penalty: 2748.875977
	Iteration 33F: 3 clusters Score -598390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -67164.500000 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -67164.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66110.523438 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -66110.52 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66337.539062 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -66337.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66408.359375 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -66408.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66465.632812 Penalty: 2076.828125
	Iteration 3Q: 3 clusters Score -66465.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66495.882812 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -66495.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66506.117188 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -66506.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66533.273438 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -66533.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66552.132812 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -66552.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66559.710938 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -66559.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66563.164062 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -66563.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66563.164062 Penalty: 2076.828125
	Iteration 10F: 3 clusters Score -66563.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Entering Unmasked Estep 
Score: -6669617.500000 Penalty: 1757.898438
	Iteration 0F: 2 clusters Score -6669618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -6637422.500000 Penalty: 3515.796875
	Iteration 0F: 3 clusters Score -6637422 nChanged 23488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6651081.500000 Penalty: 3515.796875
	Iteration 1F: 3 clusters Score -6651082 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6651955.500000 Penalty: 3515.796875
	Iteration 2Q: 3 clusters Score -6651956 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6652909.000000 Penalty: 3515.796875
	Iteration 3Q: 3 clusters Score -6652909 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -6653935.000000 Penalty: 3515.796875
	Iteration 4Q: 3 clusters Score -6653935 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -6655143.000000 Penalty: 3515.796875
	Iteration 5Q: 3 clusters Score -6655143 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6656467.500000 Penalty: 3515.796875
	Iteration 6Q: 3 clusters Score -6656468 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6658011.500000 Penalty: 3515.796875
	Iteration 7F: 3 clusters Score -6658012 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6659597.000000 Penalty: 3515.796875
	Iteration 8F: 3 clusters Score -6659597 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6661263.000000 Penalty: 3515.796875
	Iteration 9F: 3 clusters Score -6661263 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -6662648.000000 Penalty: 3515.796875
	Iteration 10Q: 3 clusters Score -6662648 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -6663757.500000 Penalty: 3515.796875
	Iteration 11Q: 3 clusters Score -6663758 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6664542.000000 Penalty: 3515.796875
	Iteration 12Q: 3 clusters Score -6664542 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6664983.500000 Penalty: 3515.796875
	Iteration 13Q: 3 clusters Score -6664984 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -6665275.000000 Penalty: 3515.796875
	Iteration 14Q: 3 clusters Score -6665275 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6665416.000000 Penalty: 3515.796875
	Iteration 15Q: 3 clusters Score -6665416 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -6665530.500000 Penalty: 3515.796875
	Iteration 16Q: 3 clusters Score -6665530 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -6665614.500000 Penalty: 3515.796875
	Iteration 17Q: 3 clusters Score -6665614 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -6665648.500000 Penalty: 3515.796875
	Iteration 18Q: 3 clusters Score -6665648 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -6665639.000000 Penalty: 3515.796875
	Iteration 19Q: 3 clusters Score -6665639 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6665657.500000 Penalty: 3515.796875
	Iteration 20F: 3 clusters Score -6665658 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -6665654.500000 Penalty: 3515.796875
	Iteration 21Q: 3 clusters Score -6665654 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -6665652.500000 Penalty: 3515.796875
	Iteration 22Q: 3 clusters Score -6665652 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -6665660.000000 Penalty: 3515.796875
	Iteration 23Q: 3 clusters Score -6665660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -6665675.500000 Penalty: 3515.796875
	Iteration 24Q: 3 clusters Score -6665676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -6665639.500000 Penalty: 3515.796875
	Iteration 25Q: 3 clusters Score -6665640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6665618.500000 Penalty: 3515.796875
	Iteration 26Q: 3 clusters Score -6665618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -6665621.500000 Penalty: 3515.796875
	Iteration 27Q: 3 clusters Score -6665622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -6665581.000000 Penalty: 3515.796875
	Iteration 28Q: 3 clusters Score -6665581 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6665575.500000 Penalty: 3515.796875
	Iteration 29Q: 3 clusters Score -6665576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -6665578.000000 Penalty: 3515.796875
	Iteration 30Q: 3 clusters Score -6665578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6665563.500000 Penalty: 3515.796875
	Iteration 31Q: 3 clusters Score -6665564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -6665583.500000 Penalty: 3515.796875
	Iteration 32Q: 3 clusters Score -6665584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6665576.000000 Penalty: 3515.796875
	Iteration 33Q: 3 clusters Score -6665576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6665584.500000 Penalty: 3515.796875
	Iteration 34Q: 3 clusters Score -6665584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6665579.500000 Penalty: 3515.796875
	Iteration 35Q: 3 clusters Score -6665580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6665572.000000 Penalty: 3515.796875
	Iteration 36Q: 3 clusters Score -6665572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -6665565.500000 Penalty: 3515.796875
	Iteration 37Q: 3 clusters Score -6665566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6665572.000000 Penalty: 3515.796875
	Iteration 38Q: 3 clusters Score -6665572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -6665562.000000 Penalty: 3515.796875
	Iteration 39Q: 3 clusters Score -6665562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6665548.500000 Penalty: 3515.796875
	Iteration 40F: 3 clusters Score -6665548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6665547.000000 Penalty: 3515.796875
	Iteration 41Q: 3 clusters Score -6665547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6665536.500000 Penalty: 3515.796875
	Iteration 42Q: 3 clusters Score -6665536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -6665523.500000 Penalty: 3515.796875
	Iteration 43Q: 3 clusters Score -6665524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -6665518.500000 Penalty: 3515.796875
	Iteration 44Q: 3 clusters Score -6665518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6665501.000000 Penalty: 3515.796875
	Iteration 45Q: 3 clusters Score -6665501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6665494.500000 Penalty: 3515.796875
	Iteration 46Q: 3 clusters Score -6665494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6665510.500000 Penalty: 3515.796875
	Iteration 47Q: 3 clusters Score -6665510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -6665520.500000 Penalty: 3515.796875
	Iteration 48Q: 3 clusters Score -6665520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -6665518.500000 Penalty: 3515.796875
	Iteration 49Q: 3 clusters Score -6665518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -6665516.000000 Penalty: 3515.796875
	Iteration 50Q: 3 clusters Score -6665516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6665527.000000 Penalty: 3515.796875
	Iteration 51Q: 3 clusters Score -6665527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -6665523.000000 Penalty: 3515.796875
	Iteration 52Q: 3 clusters Score -6665523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6665511.500000 Penalty: 3515.796875
	Iteration 53Q: 3 clusters Score -6665512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6665497.500000 Penalty: 3515.796875
	Iteration 54Q: 3 clusters Score -6665498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -6665499.500000 Penalty: 3515.796875
	Iteration 55Q: 3 clusters Score -6665500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -6665506.000000 Penalty: 3515.796875
	Iteration 56Q: 3 clusters Score -6665506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -6665504.500000 Penalty: 3515.796875
	Iteration 57Q: 3 clusters Score -6665504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6665498.000000 Penalty: 3515.796875
	Iteration 58Q: 3 clusters Score -6665498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6665502.000000 Penalty: 3515.796875
	Iteration 59Q: 3 clusters Score -6665502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6665499.500000 Penalty: 3515.796875
	Iteration 60F: 3 clusters Score -6665500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -6665501.000000 Penalty: 3515.796875
	Iteration 61Q: 3 clusters Score -6665501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -6665500.500000 Penalty: 3515.796875
	Iteration 62Q: 3 clusters Score -6665500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6665499.500000 Penalty: 3515.796875
	Iteration 63Q: 3 clusters Score -6665500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -6665506.000000 Penalty: 3515.796875
	Iteration 64Q: 3 clusters Score -6665506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -6665512.500000 Penalty: 3515.796875
	Iteration 65Q: 3 clusters Score -6665512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -6665507.500000 Penalty: 3515.796875
	Iteration 66Q: 3 clusters Score -6665508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6665509.000000 Penalty: 3515.796875
	Iteration 67Q: 3 clusters Score -6665509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6665503.000000 Penalty: 3515.796875
	Iteration 68Q: 3 clusters Score -6665503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -6665504.500000 Penalty: 3515.796875
	Iteration 69Q: 3 clusters Score -6665504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6665508.500000 Penalty: 3515.796875
	Iteration 70Q: 3 clusters Score -6665508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -6665507.000000 Penalty: 3515.796875
	Iteration 71Q: 3 clusters Score -6665507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -6665505.000000 Penalty: 3515.796875
	Iteration 72Q: 3 clusters Score -6665505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6665502.500000 Penalty: 3515.796875
	Iteration 73Q: 3 clusters Score -6665502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6665503.000000 Penalty: 3515.796875
	Iteration 74Q: 3 clusters Score -6665503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -6665505.000000 Penalty: 3515.796875
	Iteration 75Q: 3 clusters Score -6665505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6665506.000000 Penalty: 3515.796875
	Iteration 76Q: 3 clusters Score -6665506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6665504.500000 Penalty: 3515.796875
	Iteration 77Q: 3 clusters Score -6665504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6665504.500000 Penalty: 3515.796875
	Iteration 78Q: 3 clusters Score -6665504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6665506.500000 Penalty: 3515.796875
	Iteration 79Q: 3 clusters Score -6665506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -6665502.000000 Penalty: 3515.796875
	Iteration 80F: 3 clusters Score -6665502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27266.419922 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -27266.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26507.031250 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -26507.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26659.046875 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -26659.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26741.921875 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -26741.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26813.601562 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -26813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26870.447266 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -26870.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26920.744141 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -26920.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26972.148438 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -26972.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26972.148438 Penalty: 1782.559082
	Iteration 7F: 3 clusters Score -26972.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -51765.914062 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -51765.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50687.980469 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -50687.98 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51058.035156 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -51058.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51350.828125 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -51350.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51501.953125 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -51501.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51572.468750 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -51572.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51611.386719 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -51611.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51637.660156 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -51637.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51656.113281 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -51656.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51657.519531 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -51657.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51658.601562 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -51658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51658.601562 Penalty: 2050.131836
	Iteration 10F: 3 clusters Score -51658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -117854.757812 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -117854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116460.648438 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -116460.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116785.460938 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -116785.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116992.601562 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -116992.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117243.835938 Penalty: 2243.391357
	Iteration 3F: 3 clusters Score -117243.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -117512.960938 Penalty: 2243.391357
	Iteration 4F: 3 clusters Score -117513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117727.203125 Penalty: 2243.391357
	Iteration 5F: 3 clusters Score -117727.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117853.531250 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -117853.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117956.835938 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -117956.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118056.851562 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -118056.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118119.640625 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -118119.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118190.742188 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -118190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118262.953125 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -118263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118333.046875 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -118333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118393.484375 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -118393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118433.781250 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -118433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118444.804688 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -118444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118444.804688 Penalty: 2243.391357
	Iteration 16F: 3 clusters Score -118444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 408 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85965248.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85965416.000000 to -85965248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2605823.250000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605823 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2609769.750000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609770 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2610158.250000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610158 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2610538.500000 Penalty: 3148.096191
	Iteration 3F: 3 clusters Score -2610538 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2610957.000000 Penalty: 3148.096191
	Iteration 4F: 3 clusters Score -2610957 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2611544.000000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2611544 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2612390.500000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2612390 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2613314.500000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2613314 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2614032.500000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2614032 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2614439.500000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2614440 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2614655.500000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614656 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2614789.500000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2614906.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2614906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2615000.250000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2615075.250000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2615075 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2615158.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2615158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2615249.000000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2615249 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2615353.750000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2615354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2615448.500000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2615533.000000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2615604.500000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2615661.250000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615661 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2615736.000000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2615819.250000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615819 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2615914.000000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2616021.250000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2616021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2616151.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2616151 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2616295.000000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2616295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2616453.500000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2616454 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2616599.000000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2616599 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2616690.750000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2616691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2616740.750000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2616741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2616766.250000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2616766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2616786.250000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2616786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2616790.750000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2616791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2616805.750000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2616806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2616804.000000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2616804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2616800.750000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2616801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2616799.500000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2616800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2616802.000000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2616802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2616900.250000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2616900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2616963.750000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2616964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2616991.500000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2616992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2617005.000000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2617005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2617021.250000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2617021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2617033.250000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2617033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2617032.500000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2617032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2617038.250000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2617038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2617040.250000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2617040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2617040.750000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2617041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2617041.750000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2617042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2617038.500000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2617038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2617039.750000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2617040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2617045.750000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2617046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2617039.250000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2617039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2617041.750000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2617042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2617046.000000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2617046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2617050.500000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2617050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2617052.000000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2617052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2617049.250000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2617049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2617047.250000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2617047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 1912 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 14186 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85965248.000000 Penalty: 98007.054688
Splitting cluster 21 changes total score from -85965416.000000 to -85965248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Entering Unmasked Estep 
Score: -7735867.000000 Penalty: 1782.466675
	Iteration 0F: 2 clusters Score -7735867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7697513.500000 Penalty: 3564.933350
	Iteration 0F: 3 clusters Score -7697514 nChanged 27427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7713268.500000 Penalty: 3564.933350
	Iteration 1F: 3 clusters Score -7713268 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7713797.500000 Penalty: 3564.933350
	Iteration 2Q: 3 clusters Score -7713798 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -7714372.000000 Penalty: 3564.933350
	Iteration 3Q: 3 clusters Score -7714372 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -7714957.000000 Penalty: 3564.933350
	Iteration 4Q: 3 clusters Score -7714957 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7715613.500000 Penalty: 3564.933350
	Iteration 5Q: 3 clusters Score -7715614 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -7716651.000000 Penalty: 3564.933350
	Iteration 6Q: 3 clusters Score -7716651 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7717964.500000 Penalty: 3564.933350
	Iteration 7Q: 3 clusters Score -7717964 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -7719717.000000 Penalty: 3564.933350
	Iteration 8F: 3 clusters Score -7719717 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7721975.000000 Penalty: 3564.933350
	Iteration 9F: 3 clusters Score -7721975 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -7724381.000000 Penalty: 3564.933350
	Iteration 10F: 3 clusters Score -7724381 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -7726322.500000 Penalty: 3564.933350
	Iteration 11Q: 3 clusters Score -7726322 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7727581.000000 Penalty: 3564.933350
	Iteration 12Q: 3 clusters Score -7727581 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -7728443.000000 Penalty: 3564.933350
	Iteration 13Q: 3 clusters Score -7728443 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -7729009.000000 Penalty: 3564.933350
	Iteration 14Q: 3 clusters Score -7729009 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -7729636.500000 Penalty: 3564.933350
	Iteration 15Q: 3 clusters Score -7729636 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7730242.000000 Penalty: 3564.933350
	Iteration 16Q: 3 clusters Score -7730242 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -7730817.500000 Penalty: 3564.933350
	Iteration 17Q: 3 clusters Score -7730818 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7731348.500000 Penalty: 3564.933350
	Iteration 18Q: 3 clusters Score -7731348 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7731881.500000 Penalty: 3564.933350
	Iteration 19Q: 3 clusters Score -7731882 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7732363.500000 Penalty: 3564.933350
	Iteration 20F: 3 clusters Score -7732364 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7732828.000000 Penalty: 3564.933350
	Iteration 21Q: 3 clusters Score -7732828 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7733177.500000 Penalty: 3564.933350
	Iteration 22Q: 3 clusters Score -7733178 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7733447.000000 Penalty: 3564.933350
	Iteration 23Q: 3 clusters Score -7733447 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7733702.000000 Penalty: 3564.933350
	Iteration 24Q: 3 clusters Score -7733702 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7733868.000000 Penalty: 3564.933350
	Iteration 25Q: 3 clusters Score -7733868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7734033.000000 Penalty: 3564.933350
	Iteration 26Q: 3 clusters Score -7734033 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7734167.000000 Penalty: 3564.933350
	Iteration 27Q: 3 clusters Score -7734167 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7734266.000000 Penalty: 3564.933350
	Iteration 28Q: 3 clusters Score -7734266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7734333.500000 Penalty: 3564.933350
	Iteration 29Q: 3 clusters Score -7734334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7734355.500000 Penalty: 3564.933350
	Iteration 30Q: 3 clusters Score -7734356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7734394.500000 Penalty: 3564.933350
	Iteration 31Q: 3 clusters Score -7734394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7734411.500000 Penalty: 3564.933350
	Iteration 32Q: 3 clusters Score -7734412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7734424.000000 Penalty: 3564.933350
	Iteration 33Q: 3 clusters Score -7734424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7734442.500000 Penalty: 3564.933350
	Iteration 34Q: 3 clusters Score -7734442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7734452.000000 Penalty: 3564.933350
	Iteration 35Q: 3 clusters Score -7734452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7734456.000000 Penalty: 3564.933350
	Iteration 36Q: 3 clusters Score -7734456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7734465.500000 Penalty: 3564.933350
	Iteration 37Q: 3 clusters Score -7734466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7734466.000000 Penalty: 3564.933350
	Iteration 38Q: 3 clusters Score -7734466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7734471.500000 Penalty: 3564.933350
	Iteration 39Q: 3 clusters Score -7734472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7734477.000000 Penalty: 3564.933350
	Iteration 40F: 3 clusters Score -7734477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7734475.500000 Penalty: 3564.933350
	Iteration 41Q: 3 clusters Score -7734476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7734480.000000 Penalty: 3564.933350
	Iteration 42Q: 3 clusters Score -7734480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7734478.500000 Penalty: 3564.933350
	Iteration 43Q: 3 clusters Score -7734478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7734483.000000 Penalty: 3564.933350
	Iteration 44Q: 3 clusters Score -7734483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7734483.000000 Penalty: 3564.933350
	Iteration 45F: 3 clusters Score -7734483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15964.842773 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15964.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16261.220703 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16261.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16389.162109 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16389.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16436.693359 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16436.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16486.335938 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16486.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16530.548828 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16530.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16536.156250 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16536.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16537.166016 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16537.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16537.166016 Penalty: 1886.668823
	Iteration 8F: 3 clusters Score -16537.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23879.386719 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23879.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23992.515625 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -23992.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24036.755859 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -24036.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24057.845703 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24057.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24066.638672 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24066.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24067.835938 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24067.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24092.294922 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -24092.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24092.294922 Penalty: 1749.960938
	Iteration 7F: 3 clusters Score -24092.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -607159.062500 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -607159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -603440.750000 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -603440.8 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -604478.500000 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -604478.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -604725.312500 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -604725.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -604915.687500 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -604915.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -605079.750000 Penalty: 2742.961182
	Iteration 4Q: 3 clusters Score -605079.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -605200.812500 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -605200.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -605298.875000 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -605298.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -605398.000000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -605398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -605465.750000 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -605465.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -605524.500000 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -605524.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -605586.312500 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -605586.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -605666.437500 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -605666.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -605722.062500 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -605722.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -605767.187500 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -605767.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -605805.187500 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -605805.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -605835.000000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -605835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -605854.375000 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -605854.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -605872.625000 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -605872.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -605885.125000 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -605885.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -605895.062500 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -605895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -605901.625000 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -605901.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -605906.250000 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -605906.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -605908.937500 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -605908.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -605912.312500 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -605912.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -605916.312500 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -605916.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -605922.375000 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -605922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -605926.937500 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -605926.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -605936.687500 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -605936.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -605945.562500 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -605945.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -605953.625000 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -605953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -605957.812500 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -605957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -605960.625000 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -605960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -605962.625000 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -605962.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -605966.375000 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -605966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -605968.500000 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -605968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -605968.500000 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -605968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -605969.750000 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -605969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -605970.500000 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -605970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -605972.250000 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -605972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -605973.437500 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -605973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -605974.875000 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -605974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -605976.937500 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -605976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -605977.187500 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -605977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -605977.812500 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -605977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -605978.375000 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -605978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -605979.187500 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -605979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -605981.437500 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -605981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -605981.312500 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -605981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -605982.000000 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -605982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -605981.687500 Penalty: 2742.961182
	Iteration 49Q: 3 clusters Score -605981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -605982.562500 Penalty: 2742.961182
	Iteration 50Q: 3 clusters Score -605982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -605982.625000 Penalty: 2742.961182
	Iteration 51Q: 3 clusters Score -605982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -605983.937500 Penalty: 2742.961182
	Iteration 52Q: 3 clusters Score -605983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -605983.687500 Penalty: 2742.961182
	Iteration 53Q: 3 clusters Score -605983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -605983.687500 Penalty: 2742.961182
	Iteration 54F: 3 clusters Score -605983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -1245267.250000 Penalty: 1492.449463
	Iteration 0F: 2 clusters Score -1245267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1238362.250000 Penalty: 2984.898926
	Iteration 0F: 3 clusters Score -1238362 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1240730.500000 Penalty: 2984.898926
	Iteration 1F: 3 clusters Score -1240730 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1241267.875000 Penalty: 2984.898926
	Iteration 2F: 3 clusters Score -1241268 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1241945.250000 Penalty: 2984.898926
	Iteration 3F: 3 clusters Score -1241945 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1242626.000000 Penalty: 2984.898926
	Iteration 4F: 3 clusters Score -1242626 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1243156.750000 Penalty: 2984.898926
	Iteration 5F: 3 clusters Score -1243157 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1243550.250000 Penalty: 2984.898926
	Iteration 6F: 3 clusters Score -1243550 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1243841.500000 Penalty: 2984.898926
	Iteration 7Q: 3 clusters Score -1243842 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1244040.875000 Penalty: 2984.898926
	Iteration 8Q: 3 clusters Score -1244041 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1244211.375000 Penalty: 2984.898926
	Iteration 9Q: 3 clusters Score -1244211 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1244377.125000 Penalty: 2984.898926
	Iteration 10Q: 3 clusters Score -1244377 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1244523.000000 Penalty: 2984.898926
	Iteration 11Q: 3 clusters Score -1244523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1244651.250000 Penalty: 2984.898926
	Iteration 12Q: 3 clusters Score -1244651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1244742.500000 Penalty: 2984.898926
	Iteration 13Q: 3 clusters Score -1244742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1244795.375000 Penalty: 2984.898926
	Iteration 14Q: 3 clusters Score -1244795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1244839.000000 Penalty: 2984.898926
	Iteration 15Q: 3 clusters Score -1244839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1244877.000000 Penalty: 2984.898926
	Iteration 16Q: 3 clusters Score -1244877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1244899.250000 Penalty: 2984.898926
	Iteration 17Q: 3 clusters Score -1244899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1244911.875000 Penalty: 2984.898926
	Iteration 18Q: 3 clusters Score -1244912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1244922.000000 Penalty: 2984.898926
	Iteration 19Q: 3 clusters Score -1244922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1244932.750000 Penalty: 2984.898926
	Iteration 20F: 3 clusters Score -1244933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1244935.750000 Penalty: 2984.898926
	Iteration 21Q: 3 clusters Score -1244936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1244945.875000 Penalty: 2984.898926
	Iteration 22Q: 3 clusters Score -1244946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1244948.875000 Penalty: 2984.898926
	Iteration 23Q: 3 clusters Score -1244949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1244949.500000 Penalty: 2984.898926
	Iteration 24Q: 3 clusters Score -1244950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1244949.375000 Penalty: 2984.898926
	Iteration 25Q: 3 clusters Score -1244949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1244949.375000 Penalty: 2984.898926
	Iteration 26F: 3 clusters Score -1244949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Entering Unmasked Estep 
Score: -3155968.500000 Penalty: 1641.009399
	Iteration 0F: 2 clusters Score -3155968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3139590.750000 Penalty: 3282.018799
	Iteration 0F: 3 clusters Score -3139591 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3145762.750000 Penalty: 3282.018799
	Iteration 1F: 3 clusters Score -3145763 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3146259.250000 Penalty: 3282.018799
	Iteration 2F: 3 clusters Score -3146259 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3146805.000000 Penalty: 3282.018799
	Iteration 3Q: 3 clusters Score -3146805 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3147484.000000 Penalty: 3282.018799
	Iteration 4F: 3 clusters Score -3147484 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3148333.750000 Penalty: 3282.018799
	Iteration 5F: 3 clusters Score -3148334 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3149372.750000 Penalty: 3282.018799
	Iteration 6F: 3 clusters Score -3149373 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3150436.500000 Penalty: 3282.018799
	Iteration 7F: 3 clusters Score -3150436 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3151355.500000 Penalty: 3282.018799
	Iteration 8F: 3 clusters Score -3151356 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3151988.750000 Penalty: 3282.018799
	Iteration 9Q: 3 clusters Score -3151989 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3152361.750000 Penalty: 3282.018799
	Iteration 10Q: 3 clusters Score -3152362 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3152645.500000 Penalty: 3282.018799
	Iteration 11Q: 3 clusters Score -3152646 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3152838.000000 Penalty: 3282.018799
	Iteration 12Q: 3 clusters Score -3152838 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3153002.500000 Penalty: 3282.018799
	Iteration 13Q: 3 clusters Score -3153002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3153142.000000 Penalty: 3282.018799
	Iteration 14Q: 3 clusters Score -3153142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3153255.000000 Penalty: 3282.018799
	Iteration 15Q: 3 clusters Score -3153255 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3153352.500000 Penalty: 3282.018799
	Iteration 16Q: 3 clusters Score -3153352 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3153425.500000 Penalty: 3282.018799
	Iteration 17Q: 3 clusters Score -3153426 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3153474.500000 Penalty: 3282.018799
	Iteration 18Q: 3 clusters Score -3153474 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3153520.500000 Penalty: 3282.018799
	Iteration 19Q: 3 clusters Score -3153520 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3153574.250000 Penalty: 3282.018799
	Iteration 20F: 3 clusters Score -3153574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3153606.250000 Penalty: 3282.018799
	Iteration 21Q: 3 clusters Score -3153606 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3153627.000000 Penalty: 3282.018799
	Iteration 22Q: 3 clusters Score -3153627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3153643.250000 Penalty: 3282.018799
	Iteration 23Q: 3 clusters Score -3153643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3153649.500000 Penalty: 3282.018799
	Iteration 24Q: 3 clusters Score -3153650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3153663.000000 Penalty: 3282.018799
	Iteration 25Q: 3 clusters Score -3153663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3153672.000000 Penalty: 3282.018799
	Iteration 26Q: 3 clusters Score -3153672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3153686.500000 Penalty: 3282.018799
	Iteration 27Q: 3 clusters Score -3153686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3153702.000000 Penalty: 3282.018799
	Iteration 28Q: 3 clusters Score -3153702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3153693.000000 Penalty: 3282.018799
	Iteration 29Q: 3 clusters Score -3153693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3153689.500000 Penalty: 3282.018799
	Iteration 30Q: 3 clusters Score -3153690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3153703.250000 Penalty: 3282.018799
	Iteration 31Q: 3 clusters Score -3153703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3153707.250000 Penalty: 3282.018799
	Iteration 32Q: 3 clusters Score -3153707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3153702.250000 Penalty: 3282.018799
	Iteration 33Q: 3 clusters Score -3153702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3153711.750000 Penalty: 3282.018799
	Iteration 34Q: 3 clusters Score -3153712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3153711.750000 Penalty: 3282.018799
	Iteration 35Q: 3 clusters Score -3153712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3153710.500000 Penalty: 3282.018799
	Iteration 36Q: 3 clusters Score -3153710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3153714.000000 Penalty: 3282.018799
	Iteration 37Q: 3 clusters Score -3153714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3153717.000000 Penalty: 3282.018799
	Iteration 38Q: 3 clusters Score -3153717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3153724.750000 Penalty: 3282.018799
	Iteration 39Q: 3 clusters Score -3153725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3153711.250000 Penalty: 3282.018799
	Iteration 40F: 3 clusters Score -3153711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3153723.250000 Penalty: 3282.018799
	Iteration 41Q: 3 clusters Score -3153723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3153721.250000 Penalty: 3282.018799
	Iteration 42Q: 3 clusters Score -3153721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3153724.000000 Penalty: 3282.018799
	Iteration 43Q: 3 clusters Score -3153724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3153722.500000 Penalty: 3282.018799
	Iteration 44Q: 3 clusters Score -3153722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3153723.250000 Penalty: 3282.018799
	Iteration 45Q: 3 clusters Score -3153723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3153718.750000 Penalty: 3282.018799
	Iteration 46Q: 3 clusters Score -3153719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3153719.000000 Penalty: 3282.018799
	Iteration 47Q: 3 clusters Score -3153719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3153720.250000 Penalty: 3282.018799
	Iteration 48Q: 3 clusters Score -3153720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3153722.250000 Penalty: 3282.018799
	Iteration 49Q: 3 clusters Score -3153722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3153724.250000 Penalty: 3282.018799
	Iteration 50Q: 3 clusters Score -3153724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3153721.750000 Penalty: 3282.018799
	Iteration 51Q: 3 clusters Score -3153722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3153720.000000 Penalty: 3282.018799
	Iteration 52Q: 3 clusters Score -3153720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3153715.250000 Penalty: 3282.018799
	Iteration 53Q: 3 clusters Score -3153715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3153714.750000 Penalty: 3282.018799
	Iteration 54Q: 3 clusters Score -3153715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3153716.500000 Penalty: 3282.018799
	Iteration 55Q: 3 clusters Score -3153716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3153712.250000 Penalty: 3282.018799
	Iteration 56Q: 3 clusters Score -3153712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3153714.500000 Penalty: 3282.018799
	Iteration 57Q: 3 clusters Score -3153714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3153717.250000 Penalty: 3282.018799
	Iteration 58Q: 3 clusters Score -3153717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3153717.250000 Penalty: 3282.018799
	Iteration 59Q: 3 clusters Score -3153717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3153716.500000 Penalty: 3282.018799
	Iteration 60F: 3 clusters Score -3153716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3153715.500000 Penalty: 3282.018799
	Iteration 61Q: 3 clusters Score -3153716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3153716.750000 Penalty: 3282.018799
	Iteration 62Q: 3 clusters Score -3153717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3153716.750000 Penalty: 3282.018799
	Iteration 63F: 3 clusters Score -3153717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -439405.062500 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -439405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -436335.625000 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -436335.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -437181.718750 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -437181.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -437438.156250 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -437438.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -437657.968750 Penalty: 2651.052246
	Iteration 3F: 3 clusters Score -437658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -437842.812500 Penalty: 2651.052246
	Iteration 4F: 3 clusters Score -437842.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437977.687500 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -437977.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -438074.156250 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -438074.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -438158.093750 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -438158.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -438229.218750 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -438229.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -438284.468750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -438284.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -438337.062500 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -438337.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -438367.125000 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -438367.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -438392.937500 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -438392.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -438418.375000 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -438418.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -438445.000000 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -438445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -438472.218750 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -438472.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -438510.625000 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -438510.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -438560.781250 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -438560.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -438632.187500 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -438632.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -438706.218750 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -438706.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -438773.000000 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -438773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -438827.906250 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -438827.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -438850.218750 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -438850.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -438868.781250 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -438868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -438884.093750 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -438884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -438900.781250 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -438900.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -438916.625000 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -438916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -438935.375000 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -438935.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -438950.281250 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -438950.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -438967.906250 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -438967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -438979.468750 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -438979.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -438995.250000 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -438995.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -439013.031250 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -439013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -439038.562500 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -439038.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -439051.531250 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -439051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -439060.250000 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -439060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -439066.718750 Penalty: 2651.052246
	Iteration 36Q: 3 clusters Score -439066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -439070.031250 Penalty: 2651.052246
	Iteration 37Q: 3 clusters Score -439070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -439074.000000 Penalty: 2651.052246
	Iteration 38Q: 3 clusters Score -439074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -439075.656250 Penalty: 2651.052246
	Iteration 39Q: 3 clusters Score -439075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -439075.156250 Penalty: 2651.052246
	Iteration 40F: 3 clusters Score -439075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -439077.093750 Penalty: 2651.052246
	Iteration 41Q: 3 clusters Score -439077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -439077.906250 Penalty: 2651.052246
	Iteration 42Q: 3 clusters Score -439077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -439078.093750 Penalty: 2651.052246
	Iteration 43Q: 3 clusters Score -439078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -439078.093750 Penalty: 2651.052246
	Iteration 44F: 3 clusters Score -439078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -41709.648438 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -41709.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40857.933594 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -40857.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41043.265625 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -41043.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41154.746094 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -41154.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41273.015625 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -41273.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41330.875000 Penalty: 1925.383179
	Iteration 4F: 3 clusters Score -41330.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41416.988281 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -41416.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41431.914062 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -41431.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41434.328125 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -41434.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41435.226562 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -41435.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41435.226562 Penalty: 1925.383179
	Iteration 9F: 3 clusters Score -41435.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Entering Unmasked Estep 
Score: -7040315.000000 Penalty: 1765.627686
	Iteration 0F: 2 clusters Score -7040315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -7006733.500000 Penalty: 3531.255371
	Iteration 0F: 3 clusters Score -7006734 nChanged 24657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -7020642.000000 Penalty: 3531.255371
	Iteration 1F: 3 clusters Score -7020642 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7021372.000000 Penalty: 3531.255371
	Iteration 2Q: 3 clusters Score -7021372 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -7022383.000000 Penalty: 3531.255371
	Iteration 3Q: 3 clusters Score -7022383 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -7024020.500000 Penalty: 3531.255371
	Iteration 4F: 3 clusters Score -7024020 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -7026767.000000 Penalty: 3531.255371
	Iteration 5F: 3 clusters Score -7026767 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -7030650.500000 Penalty: 3531.255371
	Iteration 6F: 3 clusters Score -7030650 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -7034107.500000 Penalty: 3531.255371
	Iteration 7F: 3 clusters Score -7034108 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -7035845.000000 Penalty: 3531.255371
	Iteration 8F: 3 clusters Score -7035845 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -7036292.500000 Penalty: 3531.255371
	Iteration 9Q: 3 clusters Score -7036292 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -7036473.500000 Penalty: 3531.255371
	Iteration 10Q: 3 clusters Score -7036474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -7036492.000000 Penalty: 3531.255371
	Iteration 11Q: 3 clusters Score -7036492 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7036527.500000 Penalty: 3531.255371
	Iteration 12Q: 3 clusters Score -7036528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -7036566.500000 Penalty: 3531.255371
	Iteration 13Q: 3 clusters Score -7036566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -7036613.500000 Penalty: 3531.255371
	Iteration 14Q: 3 clusters Score -7036614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -7036628.500000 Penalty: 3531.255371
	Iteration 15Q: 3 clusters Score -7036628 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -7036632.500000 Penalty: 3531.255371
	Iteration 16Q: 3 clusters Score -7036632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -7036616.500000 Penalty: 3531.255371
	Iteration 17Q: 3 clusters Score -7036616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -7036629.000000 Penalty: 3531.255371
	Iteration 18Q: 3 clusters Score -7036629 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -7036642.000000 Penalty: 3531.255371
	Iteration 19Q: 3 clusters Score -7036642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7036646.000000 Penalty: 3531.255371
	Iteration 20F: 3 clusters Score -7036646 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -7036614.500000 Penalty: 3531.255371
	Iteration 21Q: 3 clusters Score -7036614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -7036630.000000 Penalty: 3531.255371
	Iteration 22Q: 3 clusters Score -7036630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -7036645.500000 Penalty: 3531.255371
	Iteration 23Q: 3 clusters Score -7036646 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7036595.000000 Penalty: 3531.255371
	Iteration 24Q: 3 clusters Score -7036595 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -7036572.000000 Penalty: 3531.255371
	Iteration 25Q: 3 clusters Score -7036572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -7036544.500000 Penalty: 3531.255371
	Iteration 26Q: 3 clusters Score -7036544 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -7036534.500000 Penalty: 3531.255371
	Iteration 27Q: 3 clusters Score -7036534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -7036523.500000 Penalty: 3531.255371
	Iteration 28Q: 3 clusters Score -7036524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -7036527.500000 Penalty: 3531.255371
	Iteration 29Q: 3 clusters Score -7036528 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -7036535.500000 Penalty: 3531.255371
	Iteration 30Q: 3 clusters Score -7036536 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -7036511.000000 Penalty: 3531.255371
	Iteration 31Q: 3 clusters Score -7036511 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -7036489.500000 Penalty: 3531.255371
	Iteration 32Q: 3 clusters Score -7036490 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -7036475.000000 Penalty: 3531.255371
	Iteration 33Q: 3 clusters Score -7036475 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -7036439.000000 Penalty: 3531.255371
	Iteration 34Q: 3 clusters Score -7036439 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -7036399.500000 Penalty: 3531.255371
	Iteration 35Q: 3 clusters Score -7036400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -7036382.500000 Penalty: 3531.255371
	Iteration 36Q: 3 clusters Score -7036382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -7036376.000000 Penalty: 3531.255371
	Iteration 37Q: 3 clusters Score -7036376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -7036372.000000 Penalty: 3531.255371
	Iteration 38Q: 3 clusters Score -7036372 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -7036356.500000 Penalty: 3531.255371
	Iteration 39Q: 3 clusters Score -7036356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -7036362.000000 Penalty: 3531.255371
	Iteration 40F: 3 clusters Score -7036362 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -7036346.000000 Penalty: 3531.255371
	Iteration 41Q: 3 clusters Score -7036346 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -7036341.000000 Penalty: 3531.255371
	Iteration 42Q: 3 clusters Score -7036341 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -7036277.500000 Penalty: 3531.255371
	Iteration 43Q: 3 clusters Score -7036278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -7036267.000000 Penalty: 3531.255371
	Iteration 44Q: 3 clusters Score -7036267 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7036225.500000 Penalty: 3531.255371
	Iteration 45Q: 3 clusters Score -7036226 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -7036214.000000 Penalty: 3531.255371
	Iteration 46Q: 3 clusters Score -7036214 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -7036202.000000 Penalty: 3531.255371
	Iteration 47Q: 3 clusters Score -7036202 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -7036209.000000 Penalty: 3531.255371
	Iteration 48Q: 3 clusters Score -7036209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -7036173.500000 Penalty: 3531.255371
	Iteration 49Q: 3 clusters Score -7036174 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -7036178.500000 Penalty: 3531.255371
	Iteration 50Q: 3 clusters Score -7036178 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7036162.500000 Penalty: 3531.255371
	Iteration 51Q: 3 clusters Score -7036162 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -7036162.500000 Penalty: 3531.255371
	Iteration 52Q: 3 clusters Score -7036162 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -7036142.000000 Penalty: 3531.255371
	Iteration 53Q: 3 clusters Score -7036142 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -7036126.000000 Penalty: 3531.255371
	Iteration 54Q: 3 clusters Score -7036126 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7036154.500000 Penalty: 3531.255371
	Iteration 55Q: 3 clusters Score -7036154 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -7036124.500000 Penalty: 3531.255371
	Iteration 56Q: 3 clusters Score -7036124 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -7036130.500000 Penalty: 3531.255371
	Iteration 57Q: 3 clusters Score -7036130 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7036119.000000 Penalty: 3531.255371
	Iteration 58Q: 3 clusters Score -7036119 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7036100.000000 Penalty: 3531.255371
	Iteration 59Q: 3 clusters Score -7036100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7036108.000000 Penalty: 3531.255371
	Iteration 60F: 3 clusters Score -7036108 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -7036114.000000 Penalty: 3531.255371
	Iteration 61Q: 3 clusters Score -7036114 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -7036110.500000 Penalty: 3531.255371
	Iteration 62Q: 3 clusters Score -7036110 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -7036087.000000 Penalty: 3531.255371
	Iteration 63Q: 3 clusters Score -7036087 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -7036089.500000 Penalty: 3531.255371
	Iteration 64Q: 3 clusters Score -7036090 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7036049.000000 Penalty: 3531.255371
	Iteration 65Q: 3 clusters Score -7036049 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -7036044.000000 Penalty: 3531.255371
	Iteration 66Q: 3 clusters Score -7036044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -7036042.000000 Penalty: 3531.255371
	Iteration 67Q: 3 clusters Score -7036042 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7036050.000000 Penalty: 3531.255371
	Iteration 68Q: 3 clusters Score -7036050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -7036039.500000 Penalty: 3531.255371
	Iteration 69Q: 3 clusters Score -7036040 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -7036081.000000 Penalty: 3531.255371
	Iteration 70Q: 3 clusters Score -7036081 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7036050.000000 Penalty: 3531.255371
	Iteration 71Q: 3 clusters Score -7036050 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -7036072.000000 Penalty: 3531.255371
	Iteration 72Q: 3 clusters Score -7036072 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -7036064.000000 Penalty: 3531.255371
	Iteration 73Q: 3 clusters Score -7036064 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -7036054.500000 Penalty: 3531.255371
	Iteration 74Q: 3 clusters Score -7036054 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -7036026.500000 Penalty: 3531.255371
	Iteration 75Q: 3 clusters Score -7036026 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -7036053.000000 Penalty: 3531.255371
	Iteration 76Q: 3 clusters Score -7036053 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -7036038.500000 Penalty: 3531.255371
	Iteration 77Q: 3 clusters Score -7036038 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -7036047.500000 Penalty: 3531.255371
	Iteration 78Q: 3 clusters Score -7036048 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -7036052.500000 Penalty: 3531.255371
	Iteration 79Q: 3 clusters Score -7036052 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7036085.500000 Penalty: 3531.255371
	Iteration 80F: 3 clusters Score -7036086 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7036060.500000 Penalty: 3531.255371
	Iteration 81Q: 3 clusters Score -7036060 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -7036098.000000 Penalty: 3531.255371
	Iteration 82Q: 3 clusters Score -7036098 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -7036112.000000 Penalty: 3531.255371
	Iteration 83Q: 3 clusters Score -7036112 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -7036160.500000 Penalty: 3531.255371
	Iteration 84Q: 3 clusters Score -7036160 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7036200.500000 Penalty: 3531.255371
	Iteration 85Q: 3 clusters Score -7036200 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -7036211.000000 Penalty: 3531.255371
	Iteration 86Q: 3 clusters Score -7036211 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -7036254.000000 Penalty: 3531.255371
	Iteration 87Q: 3 clusters Score -7036254 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7036298.000000 Penalty: 3531.255371
	Iteration 88Q: 3 clusters Score -7036298 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -7036339.500000 Penalty: 3531.255371
	Iteration 89Q: 3 clusters Score -7036340 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -7036412.000000 Penalty: 3531.255371
	Iteration 90Q: 3 clusters Score -7036412 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -7036540.500000 Penalty: 3531.255371
	Iteration 91Q: 3 clusters Score -7036540 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7036654.500000 Penalty: 3531.255371
	Iteration 92Q: 3 clusters Score -7036654 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -7036752.500000 Penalty: 3531.255371
	Iteration 93Q: 3 clusters Score -7036752 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7036862.500000 Penalty: 3531.255371
	Iteration 94Q: 3 clusters Score -7036862 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7037004.500000 Penalty: 3531.255371
	Iteration 95Q: 3 clusters Score -7037004 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7037188.000000 Penalty: 3531.255371
	Iteration 96Q: 3 clusters Score -7037188 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7037398.000000 Penalty: 3531.255371
	Iteration 97Q: 3 clusters Score -7037398 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7037561.000000 Penalty: 3531.255371
	Iteration 98Q: 3 clusters Score -7037561 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -7037713.000000 Penalty: 3531.255371
	Iteration 99Q: 3 clusters Score -7037713 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -7037893.000000 Penalty: 3531.255371
	Iteration 100F: 3 clusters Score -7037893 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7038074.000000 Penalty: 3531.255371
	Iteration 101Q: 3 clusters Score -7038074 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -7038193.500000 Penalty: 3531.255371
	Iteration 102Q: 3 clusters Score -7038194 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -7038318.000000 Penalty: 3531.255371
	Iteration 103Q: 3 clusters Score -7038318 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -7038442.000000 Penalty: 3531.255371
	Iteration 104Q: 3 clusters Score -7038442 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -7038587.000000 Penalty: 3531.255371
	Iteration 105Q: 3 clusters Score -7038587 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -7038669.500000 Penalty: 3531.255371
	Iteration 106Q: 3 clusters Score -7038670 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -7038760.500000 Penalty: 3531.255371
	Iteration 107Q: 3 clusters Score -7038760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -7038801.000000 Penalty: 3531.255371
	Iteration 108Q: 3 clusters Score -7038801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -7038825.500000 Penalty: 3531.255371
	Iteration 109Q: 3 clusters Score -7038826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -7038870.000000 Penalty: 3531.255371
	Iteration 110Q: 3 clusters Score -7038870 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -7038922.000000 Penalty: 3531.255371
	Iteration 111Q: 3 clusters Score -7038922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -7038925.000000 Penalty: 3531.255371
	Iteration 112Q: 3 clusters Score -7038925 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -7038957.500000 Penalty: 3531.255371
	Iteration 113Q: 3 clusters Score -7038958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -7038970.500000 Penalty: 3531.255371
	Iteration 114Q: 3 clusters Score -7038970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -7038977.500000 Penalty: 3531.255371
	Iteration 115Q: 3 clusters Score -7038978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -7038980.000000 Penalty: 3531.255371
	Iteration 116Q: 3 clusters Score -7038980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7038992.000000 Penalty: 3531.255371
	Iteration 117Q: 3 clusters Score -7038992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -7039004.000000 Penalty: 3531.255371
	Iteration 118Q: 3 clusters Score -7039004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -7038993.500000 Penalty: 3531.255371
	Iteration 119Q: 3 clusters Score -7038994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -7038994.000000 Penalty: 3531.255371
	Iteration 120F: 3 clusters Score -7038994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -7038994.500000 Penalty: 3531.255371
	Iteration 121Q: 3 clusters Score -7038994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -7039005.500000 Penalty: 3531.255371
	Iteration 122Q: 3 clusters Score -7039006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -7038996.000000 Penalty: 3531.255371
	Iteration 123Q: 3 clusters Score -7038996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -7039016.500000 Penalty: 3531.255371
	Iteration 124Q: 3 clusters Score -7039016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -7039022.500000 Penalty: 3531.255371
	Iteration 125Q: 3 clusters Score -7039022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7039041.000000 Penalty: 3531.255371
	Iteration 126Q: 3 clusters Score -7039041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -7039043.500000 Penalty: 3531.255371
	Iteration 127Q: 3 clusters Score -7039044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7039043.500000 Penalty: 3531.255371
	Iteration 128Q: 3 clusters Score -7039044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -7039034.000000 Penalty: 3531.255371
	Iteration 129Q: 3 clusters Score -7039034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -7039038.500000 Penalty: 3531.255371
	Iteration 130Q: 3 clusters Score -7039038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -7039043.000000 Penalty: 3531.255371
	Iteration 131Q: 3 clusters Score -7039043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -7039059.000000 Penalty: 3531.255371
	Iteration 132Q: 3 clusters Score -7039059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -7039073.000000 Penalty: 3531.255371
	Iteration 133Q: 3 clusters Score -7039073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -7039070.500000 Penalty: 3531.255371
	Iteration 134Q: 3 clusters Score -7039070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -7039060.500000 Penalty: 3531.255371
	Iteration 135Q: 3 clusters Score -7039060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -7039071.500000 Penalty: 3531.255371
	Iteration 136Q: 3 clusters Score -7039072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -7039047.500000 Penalty: 3531.255371
	Iteration 137Q: 3 clusters Score -7039048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -7039050.500000 Penalty: 3531.255371
	Iteration 138Q: 3 clusters Score -7039050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -7039057.000000 Penalty: 3531.255371
	Iteration 139Q: 3 clusters Score -7039057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -7039073.500000 Penalty: 3531.255371
	Iteration 140F: 3 clusters Score -7039074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -7039064.500000 Penalty: 3531.255371
	Iteration 141Q: 3 clusters Score -7039064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -7039070.000000 Penalty: 3531.255371
	Iteration 142Q: 3 clusters Score -7039070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -7039069.000000 Penalty: 3531.255371
	Iteration 143Q: 3 clusters Score -7039069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -7039075.000000 Penalty: 3531.255371
	Iteration 144Q: 3 clusters Score -7039075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -7039074.000000 Penalty: 3531.255371
	Iteration 145Q: 3 clusters Score -7039074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -7039066.000000 Penalty: 3531.255371
	Iteration 146Q: 3 clusters Score -7039066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -7039072.000000 Penalty: 3531.255371
	Iteration 147Q: 3 clusters Score -7039072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -7039076.500000 Penalty: 3531.255371
	Iteration 148Q: 3 clusters Score -7039076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -7039070.500000 Penalty: 3531.255371
	Iteration 149Q: 3 clusters Score -7039070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7039080.500000 Penalty: 3531.255371
	Iteration 150Q: 3 clusters Score -7039080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -7039081.500000 Penalty: 3531.255371
	Iteration 151Q: 3 clusters Score -7039082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7039081.500000 Penalty: 3531.255371
	Iteration 152Q: 3 clusters Score -7039082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7039085.500000 Penalty: 3531.255371
	Iteration 153Q: 3 clusters Score -7039086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -7039093.000000 Penalty: 3531.255371
	Iteration 154Q: 3 clusters Score -7039093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -7039095.000000 Penalty: 3531.255371
	Iteration 155Q: 3 clusters Score -7039095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -7039102.000000 Penalty: 3531.255371
	Iteration 156Q: 3 clusters Score -7039102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -7039111.500000 Penalty: 3531.255371
	Iteration 157Q: 3 clusters Score -7039112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -7039113.000000 Penalty: 3531.255371
	Iteration 158Q: 3 clusters Score -7039113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -7039120.000000 Penalty: 3531.255371
	Iteration 159Q: 3 clusters Score -7039120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -7039114.500000 Penalty: 3531.255371
	Iteration 160F: 3 clusters Score -7039114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -7039121.000000 Penalty: 3531.255371
	Iteration 161Q: 3 clusters Score -7039121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -7039130.000000 Penalty: 3531.255371
	Iteration 162Q: 3 clusters Score -7039130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -7039136.000000 Penalty: 3531.255371
	Iteration 163Q: 3 clusters Score -7039136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -7039139.500000 Penalty: 3531.255371
	Iteration 164Q: 3 clusters Score -7039140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -7039139.000000 Penalty: 3531.255371
	Iteration 165Q: 3 clusters Score -7039139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7039144.500000 Penalty: 3531.255371
	Iteration 166Q: 3 clusters Score -7039144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -7039137.000000 Penalty: 3531.255371
	Iteration 167Q: 3 clusters Score -7039137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -7039140.000000 Penalty: 3531.255371
	Iteration 168Q: 3 clusters Score -7039140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -7039139.500000 Penalty: 3531.255371
	Iteration 169Q: 3 clusters Score -7039140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -7039144.000000 Penalty: 3531.255371
	Iteration 170Q: 3 clusters Score -7039144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -7039155.000000 Penalty: 3531.255371
	Iteration 171Q: 3 clusters Score -7039155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -7039151.500000 Penalty: 3531.255371
	Iteration 172Q: 3 clusters Score -7039152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -7039162.000000 Penalty: 3531.255371
	Iteration 173Q: 3 clusters Score -7039162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -7039165.000000 Penalty: 3531.255371
	Iteration 174Q: 3 clusters Score -7039165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -7039173.000000 Penalty: 3531.255371
	Iteration 175Q: 3 clusters Score -7039173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -7039169.500000 Penalty: 3531.255371
	Iteration 176Q: 3 clusters Score -7039170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -7039168.000000 Penalty: 3531.255371
	Iteration 177Q: 3 clusters Score -7039168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -7039168.500000 Penalty: 3531.255371
	Iteration 178Q: 3 clusters Score -7039168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -7039171.000000 Penalty: 3531.255371
	Iteration 179Q: 3 clusters Score -7039171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -7039174.000000 Penalty: 3531.255371
	Iteration 180F: 3 clusters Score -7039174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7039171.500000 Penalty: 3531.255371
	Iteration 181Q: 3 clusters Score -7039172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -7039173.000000 Penalty: 3531.255371
	Iteration 182Q: 3 clusters Score -7039173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -7039171.500000 Penalty: 3531.255371
	Iteration 183Q: 3 clusters Score -7039172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -7039171.500000 Penalty: 3531.255371
	Iteration 184F: 3 clusters Score -7039172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22601.716797 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22601.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22732.958984 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22732.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22762.537109 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -22762.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22766.023438 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22766.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22766.023438 Penalty: 1798.351562
	Iteration 4F: 3 clusters Score -22766.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38262.957031 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38262.96 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38526.007812 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38526.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38675.781250 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38675.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38836.175781 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -38836.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38915.375000 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38915.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38964.750000 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38964.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38994.066406 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38994.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39073.917969 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -39073.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39096.304688 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -39096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39131.781250 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -39131.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39149.746094 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -39149.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39164.406250 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -39164.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39168.531250 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -39168.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39171.078125 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -39171.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39172.738281 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -39172.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39177.035156 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -39177.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39177.035156 Penalty: 1988.381592
	Iteration 16F: 3 clusters Score -39177.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -224953.078125 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -224953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223249.703125 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -223249.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -223566.328125 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -223566.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223645.656250 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -223645.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223690.875000 Penalty: 2354.141846
	Iteration 3Q: 3 clusters Score -223690.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -223715.687500 Penalty: 2354.141846
	Iteration 4Q: 3 clusters Score -223715.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223733.921875 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -223733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223737.625000 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -223737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -223741.437500 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -223741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223743.609375 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -223743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -223747.078125 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -223747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223748.906250 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -223748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223753.234375 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -223753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -223754.453125 Penalty: 2354.141846
	Iteration 12Q: 3 clusters Score -223754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223755.203125 Penalty: 2354.141846
	Iteration 13Q: 3 clusters Score -223755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223755.375000 Penalty: 2354.141846
	Iteration 14Q: 3 clusters Score -223755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223756.281250 Penalty: 2354.141846
	Iteration 15Q: 3 clusters Score -223756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223758.921875 Penalty: 2354.141846
	Iteration 16Q: 3 clusters Score -223758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -223760.718750 Penalty: 2354.141846
	Iteration 17Q: 3 clusters Score -223760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223764.828125 Penalty: 2354.141846
	Iteration 18Q: 3 clusters Score -223764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -223767.593750 Penalty: 2354.141846
	Iteration 19Q: 3 clusters Score -223767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -223768.687500 Penalty: 2354.141846
	Iteration 20F: 3 clusters Score -223768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223769.703125 Penalty: 2354.141846
	Iteration 21Q: 3 clusters Score -223769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223771.187500 Penalty: 2354.141846
	Iteration 22Q: 3 clusters Score -223771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223775.046875 Penalty: 2354.141846
	Iteration 23Q: 3 clusters Score -223775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223778.953125 Penalty: 2354.141846
	Iteration 24Q: 3 clusters Score -223779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223778.953125 Penalty: 2354.141846
	Iteration 25F: 3 clusters Score -223779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16129.208008 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -16129.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15501.592773 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -15501.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15709.350586 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -15709.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15771.354492 Penalty: 1810.950073
	Iteration 2F: 3 clusters Score -15771.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15786.720703 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -15786.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15832.477539 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -15832.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15838.244141 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -15838.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15846.583984 Penalty: 1810.950073
	Iteration 6Q: 3 clusters Score -15846.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15846.583984 Penalty: 1810.950073
	Iteration 7F: 3 clusters Score -15846.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -112284.601562 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -112284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111066.203125 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -111066.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111340.171875 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -111340.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111414.437500 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -111414.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111466.531250 Penalty: 2170.461182
	Iteration 3Q: 3 clusters Score -111466.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111510.585938 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -111510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111522.921875 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -111522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111531.007812 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -111531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111540.195312 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -111540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111542.000000 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -111542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111542.445312 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -111542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111542.703125 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -111542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111545.117188 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -111545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111546.492188 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -111546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111552.335938 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -111552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111561.468750 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -111561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111562.625000 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -111562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111567.554688 Penalty: 2170.461182
	Iteration 16Q: 3 clusters Score -111567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111569.742188 Penalty: 2170.461182
	Iteration 17Q: 3 clusters Score -111569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111571.640625 Penalty: 2170.461182
	Iteration 18Q: 3 clusters Score -111571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111573.203125 Penalty: 2170.461182
	Iteration 19Q: 3 clusters Score -111573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111575.203125 Penalty: 2170.461182
	Iteration 20F: 3 clusters Score -111575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (56447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Entering Unmasked Estep 
Score: -7532538.500000 Penalty: 1777.921753
	Iteration 0F: 2 clusters Score -7532538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7497771.000000 Penalty: 3555.843506
	Iteration 0F: 3 clusters Score -7497771 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7512918.500000 Penalty: 3555.843506
	Iteration 1F: 3 clusters Score -7512918 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -7513443.500000 Penalty: 3555.843506
	Iteration 2Q: 3 clusters Score -7513444 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -7514157.000000 Penalty: 3555.843506
	Iteration 3Q: 3 clusters Score -7514157 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -7515197.000000 Penalty: 3555.843506
	Iteration 4Q: 3 clusters Score -7515197 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -7516787.000000 Penalty: 3555.843506
	Iteration 5Q: 3 clusters Score -7516787 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -7518962.000000 Penalty: 3555.843506
	Iteration 6F: 3 clusters Score -7518962 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -7521683.000000 Penalty: 3555.843506
	Iteration 7F: 3 clusters Score -7521683 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -7524302.500000 Penalty: 3555.843506
	Iteration 8F: 3 clusters Score -7524302 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -7526478.500000 Penalty: 3555.843506
	Iteration 9F: 3 clusters Score -7526478 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7527927.000000 Penalty: 3555.843506
	Iteration 10Q: 3 clusters Score -7527927 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -7528802.500000 Penalty: 3555.843506
	Iteration 11Q: 3 clusters Score -7528802 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -7529354.500000 Penalty: 3555.843506
	Iteration 12Q: 3 clusters Score -7529354 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7529766.500000 Penalty: 3555.843506
	Iteration 13Q: 3 clusters Score -7529766 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -7530001.000000 Penalty: 3555.843506
	Iteration 14Q: 3 clusters Score -7530001 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7530203.500000 Penalty: 3555.843506
	Iteration 15Q: 3 clusters Score -7530204 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7530363.500000 Penalty: 3555.843506
	Iteration 16Q: 3 clusters Score -7530364 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7530491.500000 Penalty: 3555.843506
	Iteration 17Q: 3 clusters Score -7530492 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7530621.000000 Penalty: 3555.843506
	Iteration 18Q: 3 clusters Score -7530621 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7530680.000000 Penalty: 3555.843506
	Iteration 19Q: 3 clusters Score -7530680 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7530728.500000 Penalty: 3555.843506
	Iteration 20F: 3 clusters Score -7530728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7530793.000000 Penalty: 3555.843506
	Iteration 21Q: 3 clusters Score -7530793 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7530851.500000 Penalty: 3555.843506
	Iteration 22Q: 3 clusters Score -7530852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7530850.500000 Penalty: 3555.843506
	Iteration 23Q: 3 clusters Score -7530850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7530876.500000 Penalty: 3555.843506
	Iteration 24Q: 3 clusters Score -7530876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7530900.000000 Penalty: 3555.843506
	Iteration 25Q: 3 clusters Score -7530900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7530919.000000 Penalty: 3555.843506
	Iteration 26Q: 3 clusters Score -7530919 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7530961.000000 Penalty: 3555.843506
	Iteration 27Q: 3 clusters Score -7530961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7530969.500000 Penalty: 3555.843506
	Iteration 28Q: 3 clusters Score -7530970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -7530968.500000 Penalty: 3555.843506
	Iteration 29Q: 3 clusters Score -7530968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7530989.500000 Penalty: 3555.843506
	Iteration 30Q: 3 clusters Score -7530990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7530998.000000 Penalty: 3555.843506
	Iteration 31Q: 3 clusters Score -7530998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7531023.000000 Penalty: 3555.843506
	Iteration 32Q: 3 clusters Score -7531023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7531025.500000 Penalty: 3555.843506
	Iteration 33Q: 3 clusters Score -7531026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7531024.000000 Penalty: 3555.843506
	Iteration 34Q: 3 clusters Score -7531024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7531031.000000 Penalty: 3555.843506
	Iteration 35Q: 3 clusters Score -7531031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7531031.500000 Penalty: 3555.843506
	Iteration 36Q: 3 clusters Score -7531032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7531023.500000 Penalty: 3555.843506
	Iteration 37Q: 3 clusters Score -7531024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7531040.500000 Penalty: 3555.843506
	Iteration 38Q: 3 clusters Score -7531040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7531041.500000 Penalty: 3555.843506
	Iteration 39Q: 3 clusters Score -7531042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7531045.000000 Penalty: 3555.843506
	Iteration 40F: 3 clusters Score -7531045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7531040.000000 Penalty: 3555.843506
	Iteration 41Q: 3 clusters Score -7531040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7531043.500000 Penalty: 3555.843506
	Iteration 42Q: 3 clusters Score -7531044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7531057.500000 Penalty: 3555.843506
	Iteration 43Q: 3 clusters Score -7531058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7531053.500000 Penalty: 3555.843506
	Iteration 44Q: 3 clusters Score -7531054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7531053.500000 Penalty: 3555.843506
	Iteration 45Q: 3 clusters Score -7531054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7531045.500000 Penalty: 3555.843506
	Iteration 46Q: 3 clusters Score -7531046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7531054.000000 Penalty: 3555.843506
	Iteration 47Q: 3 clusters Score -7531054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7531053.000000 Penalty: 3555.843506
	Iteration 48Q: 3 clusters Score -7531053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7531059.500000 Penalty: 3555.843506
	Iteration 49Q: 3 clusters Score -7531060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7531067.000000 Penalty: 3555.843506
	Iteration 50Q: 3 clusters Score -7531067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7531067.500000 Penalty: 3555.843506
	Iteration 51Q: 3 clusters Score -7531068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7531071.000000 Penalty: 3555.843506
	Iteration 52Q: 3 clusters Score -7531071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7531075.500000 Penalty: 3555.843506
	Iteration 53Q: 3 clusters Score -7531076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7531078.500000 Penalty: 3555.843506
	Iteration 54Q: 3 clusters Score -7531078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7531073.500000 Penalty: 3555.843506
	Iteration 55Q: 3 clusters Score -7531074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7531073.500000 Penalty: 3555.843506
	Iteration 56Q: 3 clusters Score -7531074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7531071.000000 Penalty: 3555.843506
	Iteration 57Q: 3 clusters Score -7531071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7531071.500000 Penalty: 3555.843506
	Iteration 58Q: 3 clusters Score -7531072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7531074.000000 Penalty: 3555.843506
	Iteration 59Q: 3 clusters Score -7531074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7531074.000000 Penalty: 3555.843506
	Iteration 60F: 3 clusters Score -7531074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -41464.308594 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -41464.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40568.093750 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -40568.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40750.023438 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -40750.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40818.914062 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -40818.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40847.500000 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -40847.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40886.117188 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -40886.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40911.949219 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -40911.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40924.375000 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -40924.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40925.136719 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -40925.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40926.050781 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -40926.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40926.414062 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -40926.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40926.414062 Penalty: 1921.888550
	Iteration 10F: 3 clusters Score -40926.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -35304.140625 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -35304.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34468.292969 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -34468.29 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34784.265625 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -34784.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35038.605469 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -35038.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35208.296875 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -35208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35322.339844 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -35322.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35377.792969 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -35377.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35426.437500 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -35426.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35447.921875 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -35447.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35466.859375 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -35466.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35480.820312 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -35480.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35506.417969 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -35506.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35521.625000 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -35521.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35521.625000 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -35521.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 201 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85964744.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85965416.000000 to -85964744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -51026.777344 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -51026.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50163.976562 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -50163.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50363.328125 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -50363.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50456.820312 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -50456.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50549.691406 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -50549.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -50634.226562 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -50634.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50819.566406 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -50819.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50980.042969 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -50980.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51086.308594 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -51086.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51120.445312 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -51120.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51125.406250 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -51125.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51137.800781 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -51137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51148.058594 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -51148.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51168.671875 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -51168.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51195.730469 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -51195.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51205.546875 Penalty: 1921.008911
	Iteration 14Q: 3 clusters Score -51205.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51208.496094 Penalty: 1921.008911
	Iteration 15Q: 3 clusters Score -51208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51216.796875 Penalty: 1921.008911
	Iteration 16Q: 3 clusters Score -51216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51229.937500 Penalty: 1921.008911
	Iteration 17Q: 3 clusters Score -51229.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51229.937500 Penalty: 1921.008911
	Iteration 18F: 3 clusters Score -51229.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 107 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
Score: -85964736.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85965416.000000 to -85964736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -7690.614258 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -7690.614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7102.771484 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -7102.771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7245.098633 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -7245.099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7312.220215 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -7312.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7330.301270 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -7330.301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7341.765625 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -7341.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7343.674805 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -7343.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7343.674805 Penalty: 1726.791992
	Iteration 6F: 3 clusters Score -7343.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -47780.050781 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -47780.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46907.382812 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -46907.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47064.808594 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -47064.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47099.699219 Penalty: 1925.383179
	Iteration 2Q: 3 clusters Score -47099.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47110.105469 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -47110.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47111.648438 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -47111.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47111.648438 Penalty: 1925.383179
	Iteration 5F: 3 clusters Score -47111.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Entering Unmasked Estep 
Score: -1096177.250000 Penalty: 1468.193115
	Iteration 0F: 2 clusters Score -1096177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1090009.125000 Penalty: 2936.386230
	Iteration 0F: 3 clusters Score -1090009 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1092012.500000 Penalty: 2936.386230
	Iteration 1F: 3 clusters Score -1092012 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1092294.125000 Penalty: 2936.386230
	Iteration 2F: 3 clusters Score -1092294 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1092546.875000 Penalty: 2936.386230
	Iteration 3F: 3 clusters Score -1092547 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1092846.125000 Penalty: 2936.386230
	Iteration 4F: 3 clusters Score -1092846 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1093116.625000 Penalty: 2936.386230
	Iteration 5F: 3 clusters Score -1093117 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1093384.625000 Penalty: 2936.386230
	Iteration 6Q: 3 clusters Score -1093385 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1093670.125000 Penalty: 2936.386230
	Iteration 7Q: 3 clusters Score -1093670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1093950.250000 Penalty: 2936.386230
	Iteration 8Q: 3 clusters Score -1093950 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1094192.750000 Penalty: 2936.386230
	Iteration 9Q: 3 clusters Score -1094193 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1094383.875000 Penalty: 2936.386230
	Iteration 10Q: 3 clusters Score -1094384 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1094538.375000 Penalty: 2936.386230
	Iteration 11Q: 3 clusters Score -1094538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1094648.625000 Penalty: 2936.386230
	Iteration 12Q: 3 clusters Score -1094649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1094725.125000 Penalty: 2936.386230
	Iteration 13Q: 3 clusters Score -1094725 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1094788.125000 Penalty: 2936.386230
	Iteration 14Q: 3 clusters Score -1094788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1094829.750000 Penalty: 2936.386230
	Iteration 15Q: 3 clusters Score -1094830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1094860.625000 Penalty: 2936.386230
	Iteration 16Q: 3 clusters Score -1094861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1094890.125000 Penalty: 2936.386230
	Iteration 17Q: 3 clusters Score -1094890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1094906.750000 Penalty: 2936.386230
	Iteration 18Q: 3 clusters Score -1094907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1094924.625000 Penalty: 2936.386230
	Iteration 19Q: 3 clusters Score -1094925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1094932.375000 Penalty: 2936.386230
	Iteration 20F: 3 clusters Score -1094932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1094939.500000 Penalty: 2936.386230
	Iteration 21Q: 3 clusters Score -1094940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1094950.250000 Penalty: 2936.386230
	Iteration 22Q: 3 clusters Score -1094950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1094960.250000 Penalty: 2936.386230
	Iteration 23Q: 3 clusters Score -1094960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1094967.625000 Penalty: 2936.386230
	Iteration 24Q: 3 clusters Score -1094968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1094970.375000 Penalty: 2936.386230
	Iteration 25Q: 3 clusters Score -1094970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1094970.625000 Penalty: 2936.386230
	Iteration 26Q: 3 clusters Score -1094971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1094975.125000 Penalty: 2936.386230
	Iteration 27Q: 3 clusters Score -1094975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1094979.875000 Penalty: 2936.386230
	Iteration 28Q: 3 clusters Score -1094980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1094984.375000 Penalty: 2936.386230
	Iteration 29Q: 3 clusters Score -1094984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1094988.375000 Penalty: 2936.386230
	Iteration 30Q: 3 clusters Score -1094988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1094994.375000 Penalty: 2936.386230
	Iteration 31Q: 3 clusters Score -1094994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1094999.375000 Penalty: 2936.386230
	Iteration 32Q: 3 clusters Score -1094999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1095008.250000 Penalty: 2936.386230
	Iteration 33Q: 3 clusters Score -1095008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1095014.750000 Penalty: 2936.386230
	Iteration 34Q: 3 clusters Score -1095015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1095016.625000 Penalty: 2936.386230
	Iteration 35Q: 3 clusters Score -1095017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1095018.625000 Penalty: 2936.386230
	Iteration 36Q: 3 clusters Score -1095019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1095022.250000 Penalty: 2936.386230
	Iteration 37Q: 3 clusters Score -1095022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1095023.875000 Penalty: 2936.386230
	Iteration 38Q: 3 clusters Score -1095024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1095026.500000 Penalty: 2936.386230
	Iteration 39Q: 3 clusters Score -1095026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1095027.875000 Penalty: 2936.386230
	Iteration 40F: 3 clusters Score -1095028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1095030.375000 Penalty: 2936.386230
	Iteration 41Q: 3 clusters Score -1095030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1095030.250000 Penalty: 2936.386230
	Iteration 42Q: 3 clusters Score -1095030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1095033.125000 Penalty: 2936.386230
	Iteration 43Q: 3 clusters Score -1095033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1095036.875000 Penalty: 2936.386230
	Iteration 44Q: 3 clusters Score -1095037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1095039.125000 Penalty: 2936.386230
	Iteration 45Q: 3 clusters Score -1095039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1095038.375000 Penalty: 2936.386230
	Iteration 46Q: 3 clusters Score -1095038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1095038.500000 Penalty: 2936.386230
	Iteration 47Q: 3 clusters Score -1095038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1095040.000000 Penalty: 2936.386230
	Iteration 48Q: 3 clusters Score -1095040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1095042.250000 Penalty: 2936.386230
	Iteration 49Q: 3 clusters Score -1095042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1095041.125000 Penalty: 2936.386230
	Iteration 50Q: 3 clusters Score -1095041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1095042.750000 Penalty: 2936.386230
	Iteration 51Q: 3 clusters Score -1095043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1095044.375000 Penalty: 2936.386230
	Iteration 52Q: 3 clusters Score -1095044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1095045.000000 Penalty: 2936.386230
	Iteration 53Q: 3 clusters Score -1095045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1095045.000000 Penalty: 2936.386230
	Iteration 54Q: 3 clusters Score -1095045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1095046.500000 Penalty: 2936.386230
	Iteration 55Q: 3 clusters Score -1095046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1095046.500000 Penalty: 2936.386230
	Iteration 56F: 3 clusters Score -1095046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28818.824219 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28818.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28951.195312 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29003.119141 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -29003.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29032.232422 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -29032.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29054.615234 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -29054.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29061.035156 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -29061.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29067.263672 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -29067.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29068.861328 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29068.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29068.861328 Penalty: 1853.729370
	Iteration 8F: 3 clusters Score -29068.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -39615.394531 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -39615.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38604.109375 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -38604.11 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38883.765625 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -38883.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39020.128906 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -39020.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39131.378906 Penalty: 2042.949341
	Iteration 3F: 3 clusters Score -39131.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39253.699219 Penalty: 2042.949341
	Iteration 4F: 3 clusters Score -39253.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39371.144531 Penalty: 2042.949341
	Iteration 5F: 3 clusters Score -39371.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39462.660156 Penalty: 2042.949341
	Iteration 6F: 3 clusters Score -39462.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39498.292969 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -39498.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39531.949219 Penalty: 2042.949341
	Iteration 8Q: 3 clusters Score -39531.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39560.441406 Penalty: 2042.949341
	Iteration 9Q: 3 clusters Score -39560.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39591.394531 Penalty: 2042.949341
	Iteration 10Q: 3 clusters Score -39591.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39633.210938 Penalty: 2042.949341
	Iteration 11Q: 3 clusters Score -39633.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39678.679688 Penalty: 2042.949341
	Iteration 12Q: 3 clusters Score -39678.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39690.941406 Penalty: 2042.949341
	Iteration 13Q: 3 clusters Score -39690.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39712.210938 Penalty: 2042.949341
	Iteration 14Q: 3 clusters Score -39712.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39743.617188 Penalty: 2042.949341
	Iteration 15Q: 3 clusters Score -39743.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39746.875000 Penalty: 2042.949341
	Iteration 16Q: 3 clusters Score -39746.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39748.210938 Penalty: 2042.949341
	Iteration 17Q: 3 clusters Score -39748.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39748.210938 Penalty: 2042.949341
	Iteration 18F: 3 clusters Score -39748.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 275 members 
Entering Unmasked Estep 
Score: -85964720.000000 Penalty: 98007.054688
Splitting cluster 45 changes total score from -85965416.000000 to -85964720.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30237 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66516 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70372 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 94310 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58048 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24307 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52334 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56447 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8392 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965880.000000 Penalty: 95829.117188
Iteration 159Q: 45 clusters Score -8.596588e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30463 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66480 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70349 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47352 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18269 members 
Mstep: Class 13 contains 27984 members 
Mstep: Class 14 contains 94102 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49830 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58107 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4672 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 24273 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52440 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 264 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56533 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 203 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8387 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966512.000000 Penalty: 95829.117188
Iteration 160F: 45 clusters Score -8.596651e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30680 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66447 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 70315 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18231 members 
Mstep: Class 13 contains 27966 members 
Mstep: Class 14 contains 93909 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49737 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58155 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 24254 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52569 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56657 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 205 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8381 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967008.000000 Penalty: 95829.117188
Iteration 161Q: 45 clusters Score -8.596701e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30908 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66386 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70277 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46938 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 93698 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49650 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58206 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 24236 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52669 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 56830 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8376 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967720.000000 Penalty: 95829.117188
Iteration 162Q: 45 clusters Score -8.596772e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31168 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66338 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70234 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46750 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18153 members 
Mstep: Class 13 contains 27916 members 
Mstep: Class 14 contains 93459 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49547 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58232 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4840 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24207 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52768 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57016 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8373 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968192.000000 Penalty: 95829.117188
Iteration 163Q: 45 clusters Score -8.596819e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31427 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66306 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70211 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46581 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 27883 members 
Mstep: Class 14 contains 93236 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49430 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58286 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24180 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52792 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57181 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8368 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968648.000000 Penalty: 95829.117188
Iteration 164Q: 45 clusters Score -8.596865e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31787 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66231 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70172 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46399 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 92995 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49324 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58292 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 24172 members 
Mstep: Class 28 contains 3485 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52823 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57369 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8364 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969176.000000 Penalty: 95829.117188
Iteration 165Q: 45 clusters Score -8.596918e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32140 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66138 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70132 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46194 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 18038 members 
Mstep: Class 13 contains 27822 members 
Mstep: Class 14 contains 92743 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49262 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58302 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 24152 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52870 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57536 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8361 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969704.000000 Penalty: 95829.117188
Iteration 166Q: 45 clusters Score -8.59697e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32517 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 66064 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70084 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46016 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 92520 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49204 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58282 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5132 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24127 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52878 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57677 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8360 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970080.000000 Penalty: 95829.117188
Iteration 167Q: 45 clusters Score -8.597008e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32867 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65957 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 70011 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45839 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 27787 members 
Mstep: Class 14 contains 92363 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49108 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58267 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5218 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 24116 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52893 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57809 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970616.000000 Penalty: 95829.117188
Iteration 168Q: 45 clusters Score -8.597062e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33229 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65848 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69941 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45685 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 17952 members 
Mstep: Class 13 contains 27761 members 
Mstep: Class 14 contains 92175 members 
Mstep: Class 15 contains 5539 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 49006 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58234 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24102 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52916 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 57981 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971144.000000 Penalty: 95829.117188
Iteration 169Q: 45 clusters Score -8.597114e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33583 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65718 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69883 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45522 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 27743 members 
Mstep: Class 14 contains 91977 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48898 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58146 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 24089 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 52974 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58199 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971312.000000 Penalty: 95829.117188
Iteration 170Q: 45 clusters Score -8.597131e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33969 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65607 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69826 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45366 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 27725 members 
Mstep: Class 14 contains 91720 members 
Mstep: Class 15 contains 5750 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48780 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 58047 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24080 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53057 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58419 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8357 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971760.000000 Penalty: 95829.117188
Iteration 171Q: 45 clusters Score -8.597176e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34409 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65499 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69774 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45229 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 27716 members 
Mstep: Class 14 contains 91427 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48675 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57937 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5428 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24071 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53080 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58639 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8355 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971976.000000 Penalty: 95829.117188
Iteration 172Q: 45 clusters Score -8.597198e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34857 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65392 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69698 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45084 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17896 members 
Mstep: Class 13 contains 27708 members 
Mstep: Class 14 contains 91154 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57803 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24053 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53095 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 58855 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8357 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972568.000000 Penalty: 95829.117188
Iteration 173Q: 45 clusters Score -8.597257e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35371 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65259 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69615 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44944 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 27685 members 
Mstep: Class 14 contains 90878 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48521 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57688 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24044 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53125 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59025 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8361 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972920.000000 Penalty: 95829.117188
Iteration 174Q: 45 clusters Score -8.597292e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35937 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65145 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69524 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44800 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17870 members 
Mstep: Class 13 contains 27656 members 
Mstep: Class 14 contains 90554 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48432 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57541 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24041 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53138 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59235 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8363 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973024.000000 Penalty: 95829.117188
Iteration 175Q: 45 clusters Score -8.597302e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36521 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 65021 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69437 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44688 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17840 members 
Mstep: Class 13 contains 27635 members 
Mstep: Class 14 contains 90170 members 
Mstep: Class 15 contains 6374 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48344 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57380 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5569 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 24034 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53179 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59453 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8364 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973128.000000 Penalty: 95829.117188
Iteration 176Q: 45 clusters Score -8.597313e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37104 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64887 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69375 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44587 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17822 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 89716 members 
Mstep: Class 15 contains 6538 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48227 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57223 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5591 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24039 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53227 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59701 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8363 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973368.000000 Penalty: 95829.117188
Iteration 177Q: 45 clusters Score -8.597337e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64730 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69312 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44503 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 13 contains 27581 members 
Mstep: Class 14 contains 89218 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48145 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 57052 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5601 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 24039 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53268 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 59930 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8358 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973560.000000 Penalty: 95829.117188
Iteration 178Q: 45 clusters Score -8.597356e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38522 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64554 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69259 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44438 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 17789 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 88663 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56901 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5613 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 24039 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53296 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60119 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974008.000000 Penalty: 95829.117188
Iteration 179Q: 45 clusters Score -8.597401e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39305 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64414 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44380 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 17776 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 88055 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 47991 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56729 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5624 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 24040 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53308 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60311 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8356 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974296.000000 Penalty: 95829.117188
Iteration 180F: 45 clusters Score -8.59743e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40126 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64260 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69092 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 17766 members 
Mstep: Class 13 contains 27529 members 
Mstep: Class 14 contains 87448 members 
Mstep: Class 15 contains 7168 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 47892 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56554 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24046 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53347 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60454 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8357 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974696.000000 Penalty: 95829.117188
Iteration 181Q: 45 clusters Score -8.59747e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40959 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64058 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69020 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44284 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27516 members 
Mstep: Class 14 contains 86860 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 47790 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56397 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53388 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 794 members 
Mstep: Class 36 contains 60583 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 374 members 
Mstep: Class 42 contains 8358 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974960.000000 Penalty: 95829.117188
Iteration 182Q: 45 clusters Score -8.597496e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 41764 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63877 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68938 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44245 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17732 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 86299 members 
Mstep: Class 15 contains 7526 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47686 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56258 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5643 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 24062 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53454 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60656 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 379 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975640.000000 Penalty: 95829.117188
Iteration 183Q: 45 clusters Score -8.597564e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68868 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44201 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 17713 members 
Mstep: Class 13 contains 27498 members 
Mstep: Class 14 contains 85734 members 
Mstep: Class 15 contains 7700 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47555 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 56105 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5647 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53535 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60734 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 379 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8356 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976072.000000 Penalty: 95829.117188
Iteration 184Q: 45 clusters Score -8.597607e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43479 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63470 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68794 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44126 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 17706 members 
Mstep: Class 13 contains 27489 members 
Mstep: Class 14 contains 85191 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47418 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55954 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24052 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53608 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60842 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 379 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8349 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976600.000000 Penalty: 95829.117188
Iteration 185Q: 45 clusters Score -8.59766e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63320 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68715 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44058 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17692 members 
Mstep: Class 13 contains 27479 members 
Mstep: Class 14 contains 84578 members 
Mstep: Class 15 contains 8048 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47266 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55786 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24042 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 53679 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 60933 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 380 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8344 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977048.000000 Penalty: 95829.117188
Iteration 186Q: 45 clusters Score -8.597705e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45499 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63179 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68628 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44002 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 27452 members 
Mstep: Class 14 contains 83852 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47148 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55583 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5669 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 24034 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 53711 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61035 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 380 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8341 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977400.000000 Penalty: 95829.117188
Iteration 187Q: 45 clusters Score -8.59774e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46598 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63041 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68499 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43938 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17662 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 83120 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47055 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55372 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 24033 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 53758 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61126 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8345 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977680.000000 Penalty: 95829.117188
Iteration 188Q: 45 clusters Score -8.597768e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47723 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62848 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68374 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43873 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 27388 members 
Mstep: Class 14 contains 82398 members 
Mstep: Class 15 contains 8523 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46999 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 55174 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5697 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 24025 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53785 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61189 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8342 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978240.000000 Penalty: 95829.117188
Iteration 189Q: 45 clusters Score -8.597824e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 48840 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62657 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68254 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43797 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 27360 members 
Mstep: Class 14 contains 81649 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46983 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54985 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24028 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53787 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61282 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 382 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8335 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978608.000000 Penalty: 95829.117188
Iteration 190Q: 45 clusters Score -8.597861e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 49992 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68133 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43691 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 17680 members 
Mstep: Class 13 contains 27331 members 
Mstep: Class 14 contains 80862 members 
Mstep: Class 15 contains 8848 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46930 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54804 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5719 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24036 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53828 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 795 members 
Mstep: Class 36 contains 61362 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 382 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8331 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978952.000000 Penalty: 95829.117188
Iteration 191Q: 45 clusters Score -8.597895e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51170 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62281 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67989 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43601 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 17687 members 
Mstep: Class 13 contains 27303 members 
Mstep: Class 14 contains 80079 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46888 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54588 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5741 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 24043 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53853 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 61449 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 382 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8324 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979144.000000 Penalty: 95829.117188
Iteration 192Q: 45 clusters Score -8.597914e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52415 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62084 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67865 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43525 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 17696 members 
Mstep: Class 13 contains 27271 members 
Mstep: Class 14 contains 79286 members 
Mstep: Class 15 contains 9191 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54369 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5750 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 24043 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53880 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 61494 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 382 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8321 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979544.000000 Penalty: 95829.117188
Iteration 193Q: 45 clusters Score -8.597954e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53720 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61918 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67742 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43468 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 17709 members 
Mstep: Class 13 contains 27244 members 
Mstep: Class 14 contains 78413 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46742 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 54119 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5763 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24041 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53891 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 61578 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 382 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8318 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979536.000000 Penalty: 95829.117188
Iteration 194Q: 45 clusters Score -8.597954e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 55068 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61754 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67652 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43392 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 17737 members 
Mstep: Class 13 contains 27223 members 
Mstep: Class 14 contains 77431 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46636 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 53800 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 24042 members 
Mstep: Class 28 contains 3499 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53926 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 61743 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 383 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8315 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979712.000000 Penalty: 95829.117188
Iteration 195Q: 45 clusters Score -8.597971e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 56422 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61587 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67551 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43335 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 13 contains 27207 members 
Mstep: Class 14 contains 76397 members 
Mstep: Class 15 contains 9701 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46517 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 53508 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5784 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 24049 members 
Mstep: Class 28 contains 3499 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 53963 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 61936 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 383 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8315 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980208.000000 Penalty: 95829.117188
Iteration 196Q: 45 clusters Score -8.598021e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 57785 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67481 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 17740 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 75377 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46261 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 53187 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 24057 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54023 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62186 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 383 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8314 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980528.000000 Penalty: 95829.117188
Iteration 197Q: 45 clusters Score -8.598053e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59089 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61473 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67442 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43242 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 17748 members 
Mstep: Class 13 contains 27157 members 
Mstep: Class 14 contains 74321 members 
Mstep: Class 15 contains 9975 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46022 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52847 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 24057 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54060 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62469 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 383 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8313 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980976.000000 Penalty: 95829.117188
Iteration 198Q: 45 clusters Score -8.598098e+07 nChanged 3569
Entering ConstructFrom: 
Score: -85980976.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -63918.769531 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -63918.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62869.046875 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -62869.05 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63065.363281 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -63065.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63151.472656 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -63151.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63194.148438 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -63194.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63228.316406 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -63228.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63258.503906 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -63258.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63287.496094 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -63287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63314.347656 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -63314.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63329.437500 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -63329.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63335.542969 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -63335.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63353.695312 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -63353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63364.656250 Penalty: 2032.494385
	Iteration 11Q: 3 clusters Score -63364.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63375.480469 Penalty: 2032.494385
	Iteration 12Q: 3 clusters Score -63375.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63384.117188 Penalty: 2032.494385
	Iteration 13Q: 3 clusters Score -63384.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63384.117188 Penalty: 2032.494385
	Iteration 14F: 3 clusters Score -63384.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Entering Unmasked Estep 
Score: -8011710.000000 Penalty: 1788.686768
	Iteration 0F: 2 clusters Score -8011710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7971857.000000 Penalty: 3577.373535
	Iteration 0F: 3 clusters Score -7971857 nChanged 28407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -7988161.000000 Penalty: 3577.373535
	Iteration 1F: 3 clusters Score -7988161 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -7988827.000000 Penalty: 3577.373535
	Iteration 2Q: 3 clusters Score -7988827 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -7989805.500000 Penalty: 3577.373535
	Iteration 3Q: 3 clusters Score -7989806 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7991537.500000 Penalty: 3577.373535
	Iteration 4F: 3 clusters Score -7991538 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -7994401.000000 Penalty: 3577.373535
	Iteration 5F: 3 clusters Score -7994401 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -7998831.000000 Penalty: 3577.373535
	Iteration 6F: 3 clusters Score -7998831 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -8004069.500000 Penalty: 3577.373535
	Iteration 7F: 3 clusters Score -8004070 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -8007803.000000 Penalty: 3577.373535
	Iteration 8F: 3 clusters Score -8007803 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -8009374.500000 Penalty: 3577.373535
	Iteration 9Q: 3 clusters Score -8009374 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8009827.000000 Penalty: 3577.373535
	Iteration 10Q: 3 clusters Score -8009827 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -8009987.500000 Penalty: 3577.373535
	Iteration 11Q: 3 clusters Score -8009988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -8010060.000000 Penalty: 3577.373535
	Iteration 12Q: 3 clusters Score -8010060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -8010088.000000 Penalty: 3577.373535
	Iteration 13Q: 3 clusters Score -8010088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -8010109.500000 Penalty: 3577.373535
	Iteration 14Q: 3 clusters Score -8010110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -8010114.500000 Penalty: 3577.373535
	Iteration 15Q: 3 clusters Score -8010114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -8010119.000000 Penalty: 3577.373535
	Iteration 16Q: 3 clusters Score -8010119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -8010119.500000 Penalty: 3577.373535
	Iteration 17Q: 3 clusters Score -8010120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -8010119.500000 Penalty: 3577.373535
	Iteration 18F: 3 clusters Score -8010120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83944.742188 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83944.74 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84423.171875 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84423.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84656.882812 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84656.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -84846.281250 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84846.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85122.203125 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85122.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85299.882812 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -85299.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85398.125000 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85398.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85444.453125 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85444.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85467.046875 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85467.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85508.507812 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85508.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85535.906250 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85535.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85557.640625 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85557.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85576.578125 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85576.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -85589.273438 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85589.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85593.070312 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85593.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85597.585938 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85597.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85605.796875 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -85605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85613.242188 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -85613.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85614.609375 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -85614.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85616.570312 Penalty: 2167.174072
	Iteration 19F: 3 clusters Score -85616.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85627.187500 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -85627.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 337 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 450 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85980400.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85980976.000000 to -85980400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69233.562500 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69233.56 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69378.750000 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69378.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69410.890625 Penalty: 1935.647095
	Iteration 2Q: 3 clusters Score -69410.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69424.062500 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69424.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69437.585938 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69437.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69461.640625 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69461.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69485.703125 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69485.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69515.015625 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69515.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -69553.398438 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -69574.171875 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69574.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -69603.593750 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69603.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -69631.773438 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69631.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -69649.210938 Penalty: 1935.647095
	Iteration 12Q: 3 clusters Score -69649.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -69665.257812 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -69665.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69671.562500 Penalty: 1935.647095
	Iteration 14Q: 3 clusters Score -69671.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69672.921875 Penalty: 1935.647095
	Iteration 15F: 3 clusters Score -69672.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69678.828125 Penalty: 1935.647095
	Iteration 16Q: 3 clusters Score -69678.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69682.187500 Penalty: 1935.647095
	Iteration 17Q: 3 clusters Score -69682.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -69684.320312 Penalty: 1935.647095
	Iteration 18Q: 3 clusters Score -69684.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -69684.320312 Penalty: 1935.647095
	Iteration 19F: 3 clusters Score -69684.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Entering Unmasked Estep 
Score: -8177519.000000 Penalty: 1791.697754
	Iteration 0F: 2 clusters Score -8177519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -8136835.500000 Penalty: 3583.395508
	Iteration 0F: 3 clusters Score -8136836 nChanged 29087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -8153394.000000 Penalty: 3583.395508
	Iteration 1F: 3 clusters Score -8153394 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -8154073.500000 Penalty: 3583.395508
	Iteration 2Q: 3 clusters Score -8154074 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8154917.000000 Penalty: 3583.395508
	Iteration 3Q: 3 clusters Score -8154917 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8156091.500000 Penalty: 3583.395508
	Iteration 4Q: 3 clusters Score -8156092 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8157769.500000 Penalty: 3583.395508
	Iteration 5F: 3 clusters Score -8157770 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -8160045.500000 Penalty: 3583.395508
	Iteration 6F: 3 clusters Score -8160046 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -8162950.000000 Penalty: 3583.395508
	Iteration 7F: 3 clusters Score -8162950 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -8166096.000000 Penalty: 3583.395508
	Iteration 8F: 3 clusters Score -8166096 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -8169305.500000 Penalty: 3583.395508
	Iteration 9F: 3 clusters Score -8169306 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8172112.500000 Penalty: 3583.395508
	Iteration 10F: 3 clusters Score -8172112 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8173940.000000 Penalty: 3583.395508
	Iteration 11Q: 3 clusters Score -8173940 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8175008.000000 Penalty: 3583.395508
	Iteration 12Q: 3 clusters Score -8175008 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8175512.000000 Penalty: 3583.395508
	Iteration 13Q: 3 clusters Score -8175512 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8175745.000000 Penalty: 3583.395508
	Iteration 14Q: 3 clusters Score -8175745 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8175855.000000 Penalty: 3583.395508
	Iteration 15Q: 3 clusters Score -8175855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8175906.500000 Penalty: 3583.395508
	Iteration 16Q: 3 clusters Score -8175906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8175923.000000 Penalty: 3583.395508
	Iteration 17Q: 3 clusters Score -8175923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8175937.000000 Penalty: 3583.395508
	Iteration 18Q: 3 clusters Score -8175937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8175937.500000 Penalty: 3583.395508
	Iteration 19Q: 3 clusters Score -8175938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8175950.000000 Penalty: 3583.395508
	Iteration 20F: 3 clusters Score -8175950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8175949.000000 Penalty: 3583.395508
	Iteration 21Q: 3 clusters Score -8175949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8175949.000000 Penalty: 3583.395508
	Iteration 22F: 3 clusters Score -8175949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16983.042969 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16983.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17254.933594 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17254.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17376.556641 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17376.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17410.224609 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17410.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17421.310547 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17421.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17421.830078 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17421.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17421.830078 Penalty: 1852.644165
	Iteration 6F: 3 clusters Score -17421.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Entering Unmasked Estep 
Score: -8904177.000000 Penalty: 1806.776245
	Iteration 0F: 2 clusters Score -8904177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -8861761.000000 Penalty: 3613.552490
	Iteration 0F: 3 clusters Score -8861761 nChanged 32027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -8881227.000000 Penalty: 3613.552490
	Iteration 1F: 3 clusters Score -8881227 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -8882740.000000 Penalty: 3613.552490
	Iteration 2Q: 3 clusters Score -8882740 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8885168.000000 Penalty: 3613.552490
	Iteration 3F: 3 clusters Score -8885168 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8888621.000000 Penalty: 3613.552490
	Iteration 4F: 3 clusters Score -8888621 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -8892350.000000 Penalty: 3613.552490
	Iteration 5F: 3 clusters Score -8892350 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8895718.000000 Penalty: 3613.552490
	Iteration 6F: 3 clusters Score -8895718 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -8898327.000000 Penalty: 3613.552490
	Iteration 7F: 3 clusters Score -8898327 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8900251.000000 Penalty: 3613.552490
	Iteration 8Q: 3 clusters Score -8900251 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8901460.000000 Penalty: 3613.552490
	Iteration 9Q: 3 clusters Score -8901460 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8902135.000000 Penalty: 3613.552490
	Iteration 10Q: 3 clusters Score -8902135 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8902360.000000 Penalty: 3613.552490
	Iteration 11Q: 3 clusters Score -8902360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8902483.000000 Penalty: 3613.552490
	Iteration 12Q: 3 clusters Score -8902483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8902525.000000 Penalty: 3613.552490
	Iteration 13Q: 3 clusters Score -8902525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8902558.000000 Penalty: 3613.552490
	Iteration 14Q: 3 clusters Score -8902558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8902581.000000 Penalty: 3613.552490
	Iteration 15Q: 3 clusters Score -8902581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8902589.000000 Penalty: 3613.552490
	Iteration 16Q: 3 clusters Score -8902589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8902602.000000 Penalty: 3613.552490
	Iteration 17Q: 3 clusters Score -8902602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8902613.000000 Penalty: 3613.552490
	Iteration 18Q: 3 clusters Score -8902613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8902623.000000 Penalty: 3613.552490
	Iteration 19Q: 3 clusters Score -8902623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8902620.000000 Penalty: 3613.552490
	Iteration 20F: 3 clusters Score -8902620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8902626.000000 Penalty: 3613.552490
	Iteration 21Q: 3 clusters Score -8902626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8902641.000000 Penalty: 3613.552490
	Iteration 22Q: 3 clusters Score -8902641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8902654.000000 Penalty: 3613.552490
	Iteration 23Q: 3 clusters Score -8902654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8902651.000000 Penalty: 3613.552490
	Iteration 24Q: 3 clusters Score -8902651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8902657.000000 Penalty: 3613.552490
	Iteration 25Q: 3 clusters Score -8902657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8902652.000000 Penalty: 3613.552490
	Iteration 26Q: 3 clusters Score -8902652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8902663.000000 Penalty: 3613.552490
	Iteration 27Q: 3 clusters Score -8902663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8902665.000000 Penalty: 3613.552490
	Iteration 28Q: 3 clusters Score -8902665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8902668.000000 Penalty: 3613.552490
	Iteration 29Q: 3 clusters Score -8902668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8902673.000000 Penalty: 3613.552490
	Iteration 30Q: 3 clusters Score -8902673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8902683.000000 Penalty: 3613.552490
	Iteration 31Q: 3 clusters Score -8902683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8902682.000000 Penalty: 3613.552490
	Iteration 32Q: 3 clusters Score -8902682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8902683.000000 Penalty: 3613.552490
	Iteration 33Q: 3 clusters Score -8902683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8902683.000000 Penalty: 3613.552490
	Iteration 34F: 3 clusters Score -8902683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -245100.156250 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -245100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -243295.250000 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -243295.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -243778.406250 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -243778.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244035.062500 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -244035.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -244266.859375 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -244266.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -244423.921875 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -244423.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -244517.125000 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -244517.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -244587.656250 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -244587.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244623.765625 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -244623.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -244649.750000 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -244649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -244666.390625 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -244666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -244682.984375 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -244683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -244696.500000 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -244696.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -244717.359375 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -244717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -244735.546875 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -244735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -244750.984375 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -244751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -244763.843750 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -244763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -244787.109375 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -244787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -244808.062500 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -244808.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -244830.593750 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -244830.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -244850.984375 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -244851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -244876.625000 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -244876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -244910.843750 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -244910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -244948.984375 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -244949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -244975.671875 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -244975.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -244993.015625 Penalty: 2400.804199
	Iteration 24Q: 3 clusters Score -244993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -244999.015625 Penalty: 2400.804199
	Iteration 25Q: 3 clusters Score -244999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -245003.484375 Penalty: 2400.804199
	Iteration 26Q: 3 clusters Score -245003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -245007.078125 Penalty: 2400.804199
	Iteration 27Q: 3 clusters Score -245007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -245011.015625 Penalty: 2400.804199
	Iteration 28Q: 3 clusters Score -245011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -245014.921875 Penalty: 2400.804199
	Iteration 29Q: 3 clusters Score -245014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -245025.593750 Penalty: 2400.804199
	Iteration 30Q: 3 clusters Score -245025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -245027.140625 Penalty: 2400.804199
	Iteration 31Q: 3 clusters Score -245027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -245027.140625 Penalty: 2400.804199
	Iteration 32F: 3 clusters Score -245027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Entering Unmasked Estep 
Score: -5722466.000000 Penalty: 1734.312500
	Iteration 0F: 2 clusters Score -5722466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5693642.500000 Penalty: 3468.625000
	Iteration 0F: 3 clusters Score -5693642 nChanged 20261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5704923.000000 Penalty: 3468.625000
	Iteration 1F: 3 clusters Score -5704923 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5705350.500000 Penalty: 3468.625000
	Iteration 2Q: 3 clusters Score -5705350 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5705710.500000 Penalty: 3468.625000
	Iteration 3Q: 3 clusters Score -5705710 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5706161.000000 Penalty: 3468.625000
	Iteration 4Q: 3 clusters Score -5706161 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5706601.500000 Penalty: 3468.625000
	Iteration 5Q: 3 clusters Score -5706602 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5707126.000000 Penalty: 3468.625000
	Iteration 6Q: 3 clusters Score -5707126 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5707809.500000 Penalty: 3468.625000
	Iteration 7Q: 3 clusters Score -5707810 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5708823.000000 Penalty: 3468.625000
	Iteration 8Q: 3 clusters Score -5708823 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5710279.000000 Penalty: 3468.625000
	Iteration 9F: 3 clusters Score -5710279 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -5712242.000000 Penalty: 3468.625000
	Iteration 10F: 3 clusters Score -5712242 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5713880.500000 Penalty: 3468.625000
	Iteration 11F: 3 clusters Score -5713880 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5714792.500000 Penalty: 3468.625000
	Iteration 12Q: 3 clusters Score -5714792 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5715381.500000 Penalty: 3468.625000
	Iteration 13Q: 3 clusters Score -5715382 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -5715882.500000 Penalty: 3468.625000
	Iteration 14Q: 3 clusters Score -5715882 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5716314.500000 Penalty: 3468.625000
	Iteration 15Q: 3 clusters Score -5716314 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5716800.000000 Penalty: 3468.625000
	Iteration 16Q: 3 clusters Score -5716800 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5717224.500000 Penalty: 3468.625000
	Iteration 17Q: 3 clusters Score -5717224 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5717668.000000 Penalty: 3468.625000
	Iteration 18Q: 3 clusters Score -5717668 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5718178.500000 Penalty: 3468.625000
	Iteration 19Q: 3 clusters Score -5718178 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5718670.500000 Penalty: 3468.625000
	Iteration 20F: 3 clusters Score -5718670 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5719096.500000 Penalty: 3468.625000
	Iteration 21Q: 3 clusters Score -5719096 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -5719376.000000 Penalty: 3468.625000
	Iteration 22Q: 3 clusters Score -5719376 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5719607.000000 Penalty: 3468.625000
	Iteration 23Q: 3 clusters Score -5719607 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -5719756.000000 Penalty: 3468.625000
	Iteration 24Q: 3 clusters Score -5719756 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5719905.500000 Penalty: 3468.625000
	Iteration 25Q: 3 clusters Score -5719906 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5720010.500000 Penalty: 3468.625000
	Iteration 26Q: 3 clusters Score -5720010 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5720073.500000 Penalty: 3468.625000
	Iteration 27Q: 3 clusters Score -5720074 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5720116.000000 Penalty: 3468.625000
	Iteration 28Q: 3 clusters Score -5720116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -5720156.000000 Penalty: 3468.625000
	Iteration 29Q: 3 clusters Score -5720156 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -5720193.000000 Penalty: 3468.625000
	Iteration 30Q: 3 clusters Score -5720193 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5720226.500000 Penalty: 3468.625000
	Iteration 31Q: 3 clusters Score -5720226 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5720263.500000 Penalty: 3468.625000
	Iteration 32Q: 3 clusters Score -5720264 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5720311.500000 Penalty: 3468.625000
	Iteration 33Q: 3 clusters Score -5720312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5720338.000000 Penalty: 3468.625000
	Iteration 34Q: 3 clusters Score -5720338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5720369.500000 Penalty: 3468.625000
	Iteration 35Q: 3 clusters Score -5720370 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5720394.500000 Penalty: 3468.625000
	Iteration 36Q: 3 clusters Score -5720394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -5720418.500000 Penalty: 3468.625000
	Iteration 37Q: 3 clusters Score -5720418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -5720450.500000 Penalty: 3468.625000
	Iteration 38Q: 3 clusters Score -5720450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5720500.500000 Penalty: 3468.625000
	Iteration 39Q: 3 clusters Score -5720500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5720543.000000 Penalty: 3468.625000
	Iteration 40F: 3 clusters Score -5720543 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5720562.000000 Penalty: 3468.625000
	Iteration 41Q: 3 clusters Score -5720562 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -5720599.500000 Penalty: 3468.625000
	Iteration 42Q: 3 clusters Score -5720600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5720645.000000 Penalty: 3468.625000
	Iteration 43Q: 3 clusters Score -5720645 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5720659.000000 Penalty: 3468.625000
	Iteration 44Q: 3 clusters Score -5720659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5720667.000000 Penalty: 3468.625000
	Iteration 45Q: 3 clusters Score -5720667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5720683.000000 Penalty: 3468.625000
	Iteration 46Q: 3 clusters Score -5720683 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5720686.000000 Penalty: 3468.625000
	Iteration 47Q: 3 clusters Score -5720686 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5720706.500000 Penalty: 3468.625000
	Iteration 48Q: 3 clusters Score -5720706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -5720710.500000 Penalty: 3468.625000
	Iteration 49Q: 3 clusters Score -5720710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5720739.000000 Penalty: 3468.625000
	Iteration 50Q: 3 clusters Score -5720739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5720751.000000 Penalty: 3468.625000
	Iteration 51Q: 3 clusters Score -5720751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5720775.500000 Penalty: 3468.625000
	Iteration 52Q: 3 clusters Score -5720776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5720789.500000 Penalty: 3468.625000
	Iteration 53Q: 3 clusters Score -5720790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5720799.500000 Penalty: 3468.625000
	Iteration 54Q: 3 clusters Score -5720800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5720804.000000 Penalty: 3468.625000
	Iteration 55Q: 3 clusters Score -5720804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -5720803.000000 Penalty: 3468.625000
	Iteration 56Q: 3 clusters Score -5720803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -5720808.000000 Penalty: 3468.625000
	Iteration 57Q: 3 clusters Score -5720808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5720825.500000 Penalty: 3468.625000
	Iteration 58Q: 3 clusters Score -5720826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5720831.000000 Penalty: 3468.625000
	Iteration 59Q: 3 clusters Score -5720831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5720839.000000 Penalty: 3468.625000
	Iteration 60F: 3 clusters Score -5720839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -5720849.000000 Penalty: 3468.625000
	Iteration 61Q: 3 clusters Score -5720849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5720838.500000 Penalty: 3468.625000
	Iteration 62Q: 3 clusters Score -5720838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -5720853.000000 Penalty: 3468.625000
	Iteration 63Q: 3 clusters Score -5720853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5720855.000000 Penalty: 3468.625000
	Iteration 64Q: 3 clusters Score -5720855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5720860.500000 Penalty: 3468.625000
	Iteration 65Q: 3 clusters Score -5720860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5720871.000000 Penalty: 3468.625000
	Iteration 66Q: 3 clusters Score -5720871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5720876.000000 Penalty: 3468.625000
	Iteration 67Q: 3 clusters Score -5720876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5720875.000000 Penalty: 3468.625000
	Iteration 68Q: 3 clusters Score -5720875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5720889.000000 Penalty: 3468.625000
	Iteration 69Q: 3 clusters Score -5720889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5720900.000000 Penalty: 3468.625000
	Iteration 70Q: 3 clusters Score -5720900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5720900.000000 Penalty: 3468.625000
	Iteration 71Q: 3 clusters Score -5720900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5720895.000000 Penalty: 3468.625000
	Iteration 72Q: 3 clusters Score -5720895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -5720891.000000 Penalty: 3468.625000
	Iteration 73Q: 3 clusters Score -5720891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5720895.000000 Penalty: 3468.625000
	Iteration 74Q: 3 clusters Score -5720895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5720901.500000 Penalty: 3468.625000
	Iteration 75Q: 3 clusters Score -5720902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5720901.000000 Penalty: 3468.625000
	Iteration 76Q: 3 clusters Score -5720901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5720900.000000 Penalty: 3468.625000
	Iteration 77Q: 3 clusters Score -5720900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -5720910.000000 Penalty: 3468.625000
	Iteration 78Q: 3 clusters Score -5720910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5720921.500000 Penalty: 3468.625000
	Iteration 79Q: 3 clusters Score -5720922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -5720919.000000 Penalty: 3468.625000
	Iteration 80F: 3 clusters Score -5720919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5720918.000000 Penalty: 3468.625000
	Iteration 81Q: 3 clusters Score -5720918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5720919.500000 Penalty: 3468.625000
	Iteration 82Q: 3 clusters Score -5720920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -5720918.000000 Penalty: 3468.625000
	Iteration 83Q: 3 clusters Score -5720918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5720920.000000 Penalty: 3468.625000
	Iteration 84Q: 3 clusters Score -5720920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -5720922.000000 Penalty: 3468.625000
	Iteration 85Q: 3 clusters Score -5720922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5720919.500000 Penalty: 3468.625000
	Iteration 86Q: 3 clusters Score -5720920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5720922.500000 Penalty: 3468.625000
	Iteration 87Q: 3 clusters Score -5720922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5720917.500000 Penalty: 3468.625000
	Iteration 88Q: 3 clusters Score -5720918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5720914.000000 Penalty: 3468.625000
	Iteration 89Q: 3 clusters Score -5720914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5720916.000000 Penalty: 3468.625000
	Iteration 90Q: 3 clusters Score -5720916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -5720919.500000 Penalty: 3468.625000
	Iteration 91Q: 3 clusters Score -5720920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5720920.000000 Penalty: 3468.625000
	Iteration 92Q: 3 clusters Score -5720920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5720919.000000 Penalty: 3468.625000
	Iteration 93Q: 3 clusters Score -5720919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5720914.000000 Penalty: 3468.625000
	Iteration 94Q: 3 clusters Score -5720914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5720914.000000 Penalty: 3468.625000
	Iteration 95F: 3 clusters Score -5720914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -640445.500000 Penalty: 1381.785767
	Iteration 0F: 2 clusters Score -640445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -636499.625000 Penalty: 2763.571533
	Iteration 0F: 3 clusters Score -636499.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -637675.937500 Penalty: 2763.571533
	Iteration 1F: 3 clusters Score -637675.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -637892.375000 Penalty: 2763.571533
	Iteration 2F: 3 clusters Score -637892.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -638067.625000 Penalty: 2763.571533
	Iteration 3F: 3 clusters Score -638067.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -638218.562500 Penalty: 2763.571533
	Iteration 4Q: 3 clusters Score -638218.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -638343.375000 Penalty: 2763.571533
	Iteration 5Q: 3 clusters Score -638343.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -638472.562500 Penalty: 2763.571533
	Iteration 6Q: 3 clusters Score -638472.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -638609.312500 Penalty: 2763.571533
	Iteration 7Q: 3 clusters Score -638609.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -638779.000000 Penalty: 2763.571533
	Iteration 8Q: 3 clusters Score -638779 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -638959.125000 Penalty: 2763.571533
	Iteration 9Q: 3 clusters Score -638959.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -639095.000000 Penalty: 2763.571533
	Iteration 10Q: 3 clusters Score -639095 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -639205.875000 Penalty: 2763.571533
	Iteration 11Q: 3 clusters Score -639205.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -639294.812500 Penalty: 2763.571533
	Iteration 12Q: 3 clusters Score -639294.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -639337.937500 Penalty: 2763.571533
	Iteration 13Q: 3 clusters Score -639337.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -639369.937500 Penalty: 2763.571533
	Iteration 14Q: 3 clusters Score -639369.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -639396.812500 Penalty: 2763.571533
	Iteration 15Q: 3 clusters Score -639396.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -639414.437500 Penalty: 2763.571533
	Iteration 16Q: 3 clusters Score -639414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -639430.750000 Penalty: 2763.571533
	Iteration 17Q: 3 clusters Score -639430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -639446.687500 Penalty: 2763.571533
	Iteration 18Q: 3 clusters Score -639446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -639459.125000 Penalty: 2763.571533
	Iteration 19Q: 3 clusters Score -639459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -639473.500000 Penalty: 2763.571533
	Iteration 20F: 3 clusters Score -639473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -639491.875000 Penalty: 2763.571533
	Iteration 21Q: 3 clusters Score -639491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -639501.625000 Penalty: 2763.571533
	Iteration 22Q: 3 clusters Score -639501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -639503.812500 Penalty: 2763.571533
	Iteration 23Q: 3 clusters Score -639503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -639504.937500 Penalty: 2763.571533
	Iteration 24Q: 3 clusters Score -639504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -639505.562500 Penalty: 2763.571533
	Iteration 25Q: 3 clusters Score -639505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -639506.750000 Penalty: 2763.571533
	Iteration 26Q: 3 clusters Score -639506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -639506.750000 Penalty: 2763.571533
	Iteration 27F: 3 clusters Score -639506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -104392.054688 Penalty: 1095.142212
	Iteration 0F: 2 clusters Score -104392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103079.726562 Penalty: 2190.284424
	Iteration 0F: 3 clusters Score -103079.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103394.179688 Penalty: 2190.284424
	Iteration 1F: 3 clusters Score -103394.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103575.414062 Penalty: 2190.284424
	Iteration 2F: 3 clusters Score -103575.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103696.617188 Penalty: 2190.284424
	Iteration 3F: 3 clusters Score -103696.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103795.851562 Penalty: 2190.284424
	Iteration 4F: 3 clusters Score -103795.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103864.078125 Penalty: 2190.284424
	Iteration 5Q: 3 clusters Score -103864.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103927.359375 Penalty: 2190.284424
	Iteration 6Q: 3 clusters Score -103927.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103953.804688 Penalty: 2190.284424
	Iteration 7Q: 3 clusters Score -103953.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103978.679688 Penalty: 2190.284424
	Iteration 8Q: 3 clusters Score -103978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -103994.257812 Penalty: 2190.284424
	Iteration 9Q: 3 clusters Score -103994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104008.750000 Penalty: 2190.284424
	Iteration 10Q: 3 clusters Score -104008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104012.171875 Penalty: 2190.284424
	Iteration 11Q: 3 clusters Score -104012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104015.171875 Penalty: 2190.284424
	Iteration 12Q: 3 clusters Score -104015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104015.492188 Penalty: 2190.284424
	Iteration 13F: 3 clusters Score -104015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104019.609375 Penalty: 2190.284424
	Iteration 14Q: 3 clusters Score -104019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104021.148438 Penalty: 2190.284424
	Iteration 15Q: 3 clusters Score -104021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104021.148438 Penalty: 2190.284424
	Iteration 16F: 3 clusters Score -104021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Entering Unmasked Estep 
Score: -2197770.750000 Penalty: 1589.913696
	Iteration 0F: 2 clusters Score -2197771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2185499.750000 Penalty: 3179.827393
	Iteration 0F: 3 clusters Score -2185500 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2190155.000000 Penalty: 3179.827393
	Iteration 1F: 3 clusters Score -2190155 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2190800.000000 Penalty: 3179.827393
	Iteration 2F: 3 clusters Score -2190800 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2191528.500000 Penalty: 3179.827393
	Iteration 3F: 3 clusters Score -2191528 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2192341.000000 Penalty: 3179.827393
	Iteration 4F: 3 clusters Score -2192341 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2193148.250000 Penalty: 3179.827393
	Iteration 5F: 3 clusters Score -2193148 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2193844.000000 Penalty: 3179.827393
	Iteration 6F: 3 clusters Score -2193844 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2194391.000000 Penalty: 3179.827393
	Iteration 7Q: 3 clusters Score -2194391 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2194798.750000 Penalty: 3179.827393
	Iteration 8Q: 3 clusters Score -2194799 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2195093.750000 Penalty: 3179.827393
	Iteration 9Q: 3 clusters Score -2195094 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2195290.750000 Penalty: 3179.827393
	Iteration 10Q: 3 clusters Score -2195291 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2195453.250000 Penalty: 3179.827393
	Iteration 11Q: 3 clusters Score -2195453 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2195581.250000 Penalty: 3179.827393
	Iteration 12Q: 3 clusters Score -2195581 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2195678.750000 Penalty: 3179.827393
	Iteration 13Q: 3 clusters Score -2195679 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2195747.750000 Penalty: 3179.827393
	Iteration 14Q: 3 clusters Score -2195748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2195810.750000 Penalty: 3179.827393
	Iteration 15Q: 3 clusters Score -2195811 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2195866.500000 Penalty: 3179.827393
	Iteration 16Q: 3 clusters Score -2195866 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2195906.000000 Penalty: 3179.827393
	Iteration 17Q: 3 clusters Score -2195906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2195937.750000 Penalty: 3179.827393
	Iteration 18Q: 3 clusters Score -2195938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2195979.750000 Penalty: 3179.827393
	Iteration 19Q: 3 clusters Score -2195980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2196016.500000 Penalty: 3179.827393
	Iteration 20F: 3 clusters Score -2196016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2196054.250000 Penalty: 3179.827393
	Iteration 21Q: 3 clusters Score -2196054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2196086.500000 Penalty: 3179.827393
	Iteration 22Q: 3 clusters Score -2196086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2196123.750000 Penalty: 3179.827393
	Iteration 23Q: 3 clusters Score -2196124 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2196157.250000 Penalty: 3179.827393
	Iteration 24Q: 3 clusters Score -2196157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2196174.750000 Penalty: 3179.827393
	Iteration 25Q: 3 clusters Score -2196175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2196192.000000 Penalty: 3179.827393
	Iteration 26Q: 3 clusters Score -2196192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2196209.750000 Penalty: 3179.827393
	Iteration 27Q: 3 clusters Score -2196210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2196229.500000 Penalty: 3179.827393
	Iteration 28Q: 3 clusters Score -2196230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2196250.250000 Penalty: 3179.827393
	Iteration 29Q: 3 clusters Score -2196250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2196271.000000 Penalty: 3179.827393
	Iteration 30Q: 3 clusters Score -2196271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2196307.250000 Penalty: 3179.827393
	Iteration 31Q: 3 clusters Score -2196307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2196335.500000 Penalty: 3179.827393
	Iteration 32Q: 3 clusters Score -2196336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2196369.500000 Penalty: 3179.827393
	Iteration 33Q: 3 clusters Score -2196370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2196378.000000 Penalty: 3179.827393
	Iteration 34Q: 3 clusters Score -2196378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2196395.500000 Penalty: 3179.827393
	Iteration 35Q: 3 clusters Score -2196396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2196417.500000 Penalty: 3179.827393
	Iteration 36Q: 3 clusters Score -2196418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2196443.750000 Penalty: 3179.827393
	Iteration 37Q: 3 clusters Score -2196444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2196461.750000 Penalty: 3179.827393
	Iteration 38Q: 3 clusters Score -2196462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2196470.750000 Penalty: 3179.827393
	Iteration 39Q: 3 clusters Score -2196471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2196480.500000 Penalty: 3179.827393
	Iteration 40F: 3 clusters Score -2196480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2196496.000000 Penalty: 3179.827393
	Iteration 41Q: 3 clusters Score -2196496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2196522.500000 Penalty: 3179.827393
	Iteration 42Q: 3 clusters Score -2196522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2196535.500000 Penalty: 3179.827393
	Iteration 43Q: 3 clusters Score -2196536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2196549.500000 Penalty: 3179.827393
	Iteration 44Q: 3 clusters Score -2196550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2196557.750000 Penalty: 3179.827393
	Iteration 45Q: 3 clusters Score -2196558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2196571.250000 Penalty: 3179.827393
	Iteration 46Q: 3 clusters Score -2196571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2196588.500000 Penalty: 3179.827393
	Iteration 47Q: 3 clusters Score -2196588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2196598.500000 Penalty: 3179.827393
	Iteration 48Q: 3 clusters Score -2196598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2196613.750000 Penalty: 3179.827393
	Iteration 49Q: 3 clusters Score -2196614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2196625.250000 Penalty: 3179.827393
	Iteration 50Q: 3 clusters Score -2196625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2196640.500000 Penalty: 3179.827393
	Iteration 51Q: 3 clusters Score -2196640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2196663.500000 Penalty: 3179.827393
	Iteration 52Q: 3 clusters Score -2196664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2196676.500000 Penalty: 3179.827393
	Iteration 53Q: 3 clusters Score -2196676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2196683.750000 Penalty: 3179.827393
	Iteration 54Q: 3 clusters Score -2196684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2196697.000000 Penalty: 3179.827393
	Iteration 55Q: 3 clusters Score -2196697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2196716.250000 Penalty: 3179.827393
	Iteration 56Q: 3 clusters Score -2196716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2196730.750000 Penalty: 3179.827393
	Iteration 57Q: 3 clusters Score -2196731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2196741.750000 Penalty: 3179.827393
	Iteration 58Q: 3 clusters Score -2196742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2196747.500000 Penalty: 3179.827393
	Iteration 59Q: 3 clusters Score -2196748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2196748.250000 Penalty: 3179.827393
	Iteration 60F: 3 clusters Score -2196748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2196753.500000 Penalty: 3179.827393
	Iteration 61Q: 3 clusters Score -2196754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2196756.750000 Penalty: 3179.827393
	Iteration 62Q: 3 clusters Score -2196757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196761.750000 Penalty: 3179.827393
	Iteration 63Q: 3 clusters Score -2196762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2196764.250000 Penalty: 3179.827393
	Iteration 64Q: 3 clusters Score -2196764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2196768.250000 Penalty: 3179.827393
	Iteration 65Q: 3 clusters Score -2196768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2196771.500000 Penalty: 3179.827393
	Iteration 66Q: 3 clusters Score -2196772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2196773.000000 Penalty: 3179.827393
	Iteration 67Q: 3 clusters Score -2196773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2196776.250000 Penalty: 3179.827393
	Iteration 68Q: 3 clusters Score -2196776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2196775.250000 Penalty: 3179.827393
	Iteration 69Q: 3 clusters Score -2196775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2196779.000000 Penalty: 3179.827393
	Iteration 70Q: 3 clusters Score -2196779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2196779.250000 Penalty: 3179.827393
	Iteration 71Q: 3 clusters Score -2196779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2196777.750000 Penalty: 3179.827393
	Iteration 72Q: 3 clusters Score -2196778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2196777.750000 Penalty: 3179.827393
	Iteration 73F: 3 clusters Score -2196778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Entering Unmasked Estep 
Score: -3558217.000000 Penalty: 1658.984009
	Iteration 0F: 2 clusters Score -3558217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3539865.750000 Penalty: 3317.968018
	Iteration 0F: 3 clusters Score -3539866 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3546850.750000 Penalty: 3317.968018
	Iteration 1F: 3 clusters Score -3546851 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3547345.750000 Penalty: 3317.968018
	Iteration 2Q: 3 clusters Score -3547346 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3547880.500000 Penalty: 3317.968018
	Iteration 3F: 3 clusters Score -3547880 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3548435.500000 Penalty: 3317.968018
	Iteration 4Q: 3 clusters Score -3548436 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3549033.000000 Penalty: 3317.968018
	Iteration 5Q: 3 clusters Score -3549033 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3549657.500000 Penalty: 3317.968018
	Iteration 6Q: 3 clusters Score -3549658 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3550374.250000 Penalty: 3317.968018
	Iteration 7Q: 3 clusters Score -3550374 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3551300.000000 Penalty: 3317.968018
	Iteration 8F: 3 clusters Score -3551300 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3552418.750000 Penalty: 3317.968018
	Iteration 9F: 3 clusters Score -3552419 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3553478.750000 Penalty: 3317.968018
	Iteration 10F: 3 clusters Score -3553479 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3554237.250000 Penalty: 3317.968018
	Iteration 11Q: 3 clusters Score -3554237 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3554700.000000 Penalty: 3317.968018
	Iteration 12Q: 3 clusters Score -3554700 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3554965.500000 Penalty: 3317.968018
	Iteration 13Q: 3 clusters Score -3554966 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3555170.250000 Penalty: 3317.968018
	Iteration 14Q: 3 clusters Score -3555170 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3555314.250000 Penalty: 3317.968018
	Iteration 15Q: 3 clusters Score -3555314 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3555469.750000 Penalty: 3317.968018
	Iteration 16Q: 3 clusters Score -3555470 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3555580.500000 Penalty: 3317.968018
	Iteration 17Q: 3 clusters Score -3555580 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3555697.250000 Penalty: 3317.968018
	Iteration 18Q: 3 clusters Score -3555697 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3555799.250000 Penalty: 3317.968018
	Iteration 19Q: 3 clusters Score -3555799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3555891.500000 Penalty: 3317.968018
	Iteration 20F: 3 clusters Score -3555892 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3555969.750000 Penalty: 3317.968018
	Iteration 21Q: 3 clusters Score -3555970 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3556022.500000 Penalty: 3317.968018
	Iteration 22Q: 3 clusters Score -3556022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3556083.750000 Penalty: 3317.968018
	Iteration 23Q: 3 clusters Score -3556084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3556112.750000 Penalty: 3317.968018
	Iteration 24Q: 3 clusters Score -3556113 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3556163.000000 Penalty: 3317.968018
	Iteration 25Q: 3 clusters Score -3556163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3556197.000000 Penalty: 3317.968018
	Iteration 26Q: 3 clusters Score -3556197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3556226.750000 Penalty: 3317.968018
	Iteration 27Q: 3 clusters Score -3556227 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3556278.000000 Penalty: 3317.968018
	Iteration 28Q: 3 clusters Score -3556278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3556318.500000 Penalty: 3317.968018
	Iteration 29Q: 3 clusters Score -3556318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3556345.500000 Penalty: 3317.968018
	Iteration 30Q: 3 clusters Score -3556346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3556394.750000 Penalty: 3317.968018
	Iteration 31Q: 3 clusters Score -3556395 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3556430.250000 Penalty: 3317.968018
	Iteration 32Q: 3 clusters Score -3556430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3556458.500000 Penalty: 3317.968018
	Iteration 33Q: 3 clusters Score -3556458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3556506.750000 Penalty: 3317.968018
	Iteration 34Q: 3 clusters Score -3556507 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3556540.750000 Penalty: 3317.968018
	Iteration 35Q: 3 clusters Score -3556541 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3556572.250000 Penalty: 3317.968018
	Iteration 36Q: 3 clusters Score -3556572 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3556591.750000 Penalty: 3317.968018
	Iteration 37Q: 3 clusters Score -3556592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3556616.250000 Penalty: 3317.968018
	Iteration 38Q: 3 clusters Score -3556616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3556629.250000 Penalty: 3317.968018
	Iteration 39Q: 3 clusters Score -3556629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3556645.000000 Penalty: 3317.968018
	Iteration 40F: 3 clusters Score -3556645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3556657.500000 Penalty: 3317.968018
	Iteration 41Q: 3 clusters Score -3556658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3556665.000000 Penalty: 3317.968018
	Iteration 42Q: 3 clusters Score -3556665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3556674.000000 Penalty: 3317.968018
	Iteration 43Q: 3 clusters Score -3556674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3556680.000000 Penalty: 3317.968018
	Iteration 44Q: 3 clusters Score -3556680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3556691.500000 Penalty: 3317.968018
	Iteration 45Q: 3 clusters Score -3556692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3556696.000000 Penalty: 3317.968018
	Iteration 46Q: 3 clusters Score -3556696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3556706.000000 Penalty: 3317.968018
	Iteration 47Q: 3 clusters Score -3556706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3556717.250000 Penalty: 3317.968018
	Iteration 48Q: 3 clusters Score -3556717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3556717.750000 Penalty: 3317.968018
	Iteration 49Q: 3 clusters Score -3556718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3556724.000000 Penalty: 3317.968018
	Iteration 50Q: 3 clusters Score -3556724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3556722.250000 Penalty: 3317.968018
	Iteration 51Q: 3 clusters Score -3556722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3556723.000000 Penalty: 3317.968018
	Iteration 52Q: 3 clusters Score -3556723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3556734.250000 Penalty: 3317.968018
	Iteration 53Q: 3 clusters Score -3556734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3556739.500000 Penalty: 3317.968018
	Iteration 54Q: 3 clusters Score -3556740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3556751.750000 Penalty: 3317.968018
	Iteration 55Q: 3 clusters Score -3556752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3556754.500000 Penalty: 3317.968018
	Iteration 56Q: 3 clusters Score -3556754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3556756.000000 Penalty: 3317.968018
	Iteration 57Q: 3 clusters Score -3556756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3556763.500000 Penalty: 3317.968018
	Iteration 58Q: 3 clusters Score -3556764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3556767.500000 Penalty: 3317.968018
	Iteration 59Q: 3 clusters Score -3556768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3556770.250000 Penalty: 3317.968018
	Iteration 60F: 3 clusters Score -3556770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3556771.750000 Penalty: 3317.968018
	Iteration 61Q: 3 clusters Score -3556772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3556772.000000 Penalty: 3317.968018
	Iteration 62Q: 3 clusters Score -3556772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3556775.750000 Penalty: 3317.968018
	Iteration 63Q: 3 clusters Score -3556776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3556779.000000 Penalty: 3317.968018
	Iteration 64Q: 3 clusters Score -3556779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3556779.750000 Penalty: 3317.968018
	Iteration 65Q: 3 clusters Score -3556780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3556783.750000 Penalty: 3317.968018
	Iteration 66Q: 3 clusters Score -3556784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3556789.750000 Penalty: 3317.968018
	Iteration 67Q: 3 clusters Score -3556790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3556787.750000 Penalty: 3317.968018
	Iteration 68Q: 3 clusters Score -3556788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3556785.750000 Penalty: 3317.968018
	Iteration 69Q: 3 clusters Score -3556786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3556786.250000 Penalty: 3317.968018
	Iteration 70Q: 3 clusters Score -3556786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3556784.250000 Penalty: 3317.968018
	Iteration 71Q: 3 clusters Score -3556784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3556783.500000 Penalty: 3317.968018
	Iteration 72Q: 3 clusters Score -3556784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3556788.250000 Penalty: 3317.968018
	Iteration 73Q: 3 clusters Score -3556788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3556788.000000 Penalty: 3317.968018
	Iteration 74Q: 3 clusters Score -3556788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3556791.500000 Penalty: 3317.968018
	Iteration 75Q: 3 clusters Score -3556792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3556801.000000 Penalty: 3317.968018
	Iteration 76Q: 3 clusters Score -3556801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3556802.500000 Penalty: 3317.968018
	Iteration 77Q: 3 clusters Score -3556802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3556803.750000 Penalty: 3317.968018
	Iteration 78Q: 3 clusters Score -3556804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3556801.750000 Penalty: 3317.968018
	Iteration 79Q: 3 clusters Score -3556802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3556801.750000 Penalty: 3317.968018
	Iteration 80F: 3 clusters Score -3556802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3556800.250000 Penalty: 3317.968018
	Iteration 81Q: 3 clusters Score -3556800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3556801.000000 Penalty: 3317.968018
	Iteration 82Q: 3 clusters Score -3556801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3556801.750000 Penalty: 3317.968018
	Iteration 83Q: 3 clusters Score -3556802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3556808.250000 Penalty: 3317.968018
	Iteration 84Q: 3 clusters Score -3556808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3556805.000000 Penalty: 3317.968018
	Iteration 85Q: 3 clusters Score -3556805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3556813.750000 Penalty: 3317.968018
	Iteration 86Q: 3 clusters Score -3556814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3556818.250000 Penalty: 3317.968018
	Iteration 87Q: 3 clusters Score -3556818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3556819.750000 Penalty: 3317.968018
	Iteration 88Q: 3 clusters Score -3556820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3556827.500000 Penalty: 3317.968018
	Iteration 89Q: 3 clusters Score -3556828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3556832.000000 Penalty: 3317.968018
	Iteration 90Q: 3 clusters Score -3556832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3556835.500000 Penalty: 3317.968018
	Iteration 91Q: 3 clusters Score -3556836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3556844.250000 Penalty: 3317.968018
	Iteration 92Q: 3 clusters Score -3556844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3556847.500000 Penalty: 3317.968018
	Iteration 93Q: 3 clusters Score -3556848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3556850.250000 Penalty: 3317.968018
	Iteration 94Q: 3 clusters Score -3556850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3556853.250000 Penalty: 3317.968018
	Iteration 95Q: 3 clusters Score -3556853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3556858.000000 Penalty: 3317.968018
	Iteration 96Q: 3 clusters Score -3556858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3556858.750000 Penalty: 3317.968018
	Iteration 97Q: 3 clusters Score -3556859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3556867.250000 Penalty: 3317.968018
	Iteration 98Q: 3 clusters Score -3556867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3556871.250000 Penalty: 3317.968018
	Iteration 99Q: 3 clusters Score -3556871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3556873.500000 Penalty: 3317.968018
	Iteration 100F: 3 clusters Score -3556874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3556879.000000 Penalty: 3317.968018
	Iteration 101Q: 3 clusters Score -3556879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3556884.750000 Penalty: 3317.968018
	Iteration 102Q: 3 clusters Score -3556885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3556887.250000 Penalty: 3317.968018
	Iteration 103Q: 3 clusters Score -3556887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3556887.750000 Penalty: 3317.968018
	Iteration 104Q: 3 clusters Score -3556888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3556896.500000 Penalty: 3317.968018
	Iteration 105Q: 3 clusters Score -3556896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3556900.250000 Penalty: 3317.968018
	Iteration 106Q: 3 clusters Score -3556900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3556896.250000 Penalty: 3317.968018
	Iteration 107Q: 3 clusters Score -3556896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3556901.500000 Penalty: 3317.968018
	Iteration 108Q: 3 clusters Score -3556902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3556904.000000 Penalty: 3317.968018
	Iteration 109Q: 3 clusters Score -3556904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3556904.250000 Penalty: 3317.968018
	Iteration 110Q: 3 clusters Score -3556904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3556906.000000 Penalty: 3317.968018
	Iteration 111Q: 3 clusters Score -3556906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3556909.500000 Penalty: 3317.968018
	Iteration 112Q: 3 clusters Score -3556910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3556912.750000 Penalty: 3317.968018
	Iteration 113Q: 3 clusters Score -3556913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3556908.500000 Penalty: 3317.968018
	Iteration 114Q: 3 clusters Score -3556908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3556909.500000 Penalty: 3317.968018
	Iteration 115Q: 3 clusters Score -3556910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3556912.750000 Penalty: 3317.968018
	Iteration 116Q: 3 clusters Score -3556913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3556911.750000 Penalty: 3317.968018
	Iteration 117Q: 3 clusters Score -3556912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3556915.250000 Penalty: 3317.968018
	Iteration 118Q: 3 clusters Score -3556915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3556917.250000 Penalty: 3317.968018
	Iteration 119Q: 3 clusters Score -3556917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3556924.500000 Penalty: 3317.968018
	Iteration 120F: 3 clusters Score -3556924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3556920.750000 Penalty: 3317.968018
	Iteration 121Q: 3 clusters Score -3556921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3556924.000000 Penalty: 3317.968018
	Iteration 122Q: 3 clusters Score -3556924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3556930.000000 Penalty: 3317.968018
	Iteration 123Q: 3 clusters Score -3556930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3556931.750000 Penalty: 3317.968018
	Iteration 124Q: 3 clusters Score -3556932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3556930.750000 Penalty: 3317.968018
	Iteration 125Q: 3 clusters Score -3556931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3556938.500000 Penalty: 3317.968018
	Iteration 126Q: 3 clusters Score -3556938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3556939.750000 Penalty: 3317.968018
	Iteration 127Q: 3 clusters Score -3556940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3556937.750000 Penalty: 3317.968018
	Iteration 128Q: 3 clusters Score -3556938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3556939.250000 Penalty: 3317.968018
	Iteration 129Q: 3 clusters Score -3556939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3556943.750000 Penalty: 3317.968018
	Iteration 130Q: 3 clusters Score -3556944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3556941.750000 Penalty: 3317.968018
	Iteration 131Q: 3 clusters Score -3556942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3556943.250000 Penalty: 3317.968018
	Iteration 132Q: 3 clusters Score -3556943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3556944.750000 Penalty: 3317.968018
	Iteration 133Q: 3 clusters Score -3556945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3556942.500000 Penalty: 3317.968018
	Iteration 134Q: 3 clusters Score -3556942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3556944.250000 Penalty: 3317.968018
	Iteration 135Q: 3 clusters Score -3556944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3556944.250000 Penalty: 3317.968018
	Iteration 136F: 3 clusters Score -3556944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Entering Unmasked Estep 
Score: -9682269.000000 Penalty: 1820.358521
	Iteration 0F: 2 clusters Score -9682269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -9635913.000000 Penalty: 3640.717041
	Iteration 0F: 3 clusters Score -9635913 nChanged 34803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9656563.000000 Penalty: 3640.717041
	Iteration 1F: 3 clusters Score -9656563 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -9657667.000000 Penalty: 3640.717041
	Iteration 2Q: 3 clusters Score -9657667 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -9658941.000000 Penalty: 3640.717041
	Iteration 3Q: 3 clusters Score -9658941 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -9660793.000000 Penalty: 3640.717041
	Iteration 4Q: 3 clusters Score -9660793 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -9663490.000000 Penalty: 3640.717041
	Iteration 5F: 3 clusters Score -9663490 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -9666795.000000 Penalty: 3640.717041
	Iteration 6F: 3 clusters Score -9666795 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9670140.000000 Penalty: 3640.717041
	Iteration 7F: 3 clusters Score -9670140 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -9672545.000000 Penalty: 3640.717041
	Iteration 8F: 3 clusters Score -9672545 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -9673764.000000 Penalty: 3640.717041
	Iteration 9Q: 3 clusters Score -9673764 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -9674309.000000 Penalty: 3640.717041
	Iteration 10Q: 3 clusters Score -9674309 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -9674597.000000 Penalty: 3640.717041
	Iteration 11Q: 3 clusters Score -9674597 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -9674809.000000 Penalty: 3640.717041
	Iteration 12Q: 3 clusters Score -9674809 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -9675004.000000 Penalty: 3640.717041
	Iteration 13Q: 3 clusters Score -9675004 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -9675166.000000 Penalty: 3640.717041
	Iteration 14Q: 3 clusters Score -9675166 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -9675416.000000 Penalty: 3640.717041
	Iteration 15Q: 3 clusters Score -9675416 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -9675578.000000 Penalty: 3640.717041
	Iteration 16Q: 3 clusters Score -9675578 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -9675750.000000 Penalty: 3640.717041
	Iteration 17Q: 3 clusters Score -9675750 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -9675914.000000 Penalty: 3640.717041
	Iteration 18Q: 3 clusters Score -9675914 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -9676090.000000 Penalty: 3640.717041
	Iteration 19Q: 3 clusters Score -9676090 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -9676274.000000 Penalty: 3640.717041
	Iteration 20F: 3 clusters Score -9676274 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -9676503.000000 Penalty: 3640.717041
	Iteration 21Q: 3 clusters Score -9676503 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -9676741.000000 Penalty: 3640.717041
	Iteration 22Q: 3 clusters Score -9676741 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -9676937.000000 Penalty: 3640.717041
	Iteration 23Q: 3 clusters Score -9676937 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -9677175.000000 Penalty: 3640.717041
	Iteration 24Q: 3 clusters Score -9677175 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -9677446.000000 Penalty: 3640.717041
	Iteration 25Q: 3 clusters Score -9677446 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -9677702.000000 Penalty: 3640.717041
	Iteration 26Q: 3 clusters Score -9677702 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -9677851.000000 Penalty: 3640.717041
	Iteration 27Q: 3 clusters Score -9677851 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -9678139.000000 Penalty: 3640.717041
	Iteration 28Q: 3 clusters Score -9678139 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -9678423.000000 Penalty: 3640.717041
	Iteration 29Q: 3 clusters Score -9678423 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -9678649.000000 Penalty: 3640.717041
	Iteration 30Q: 3 clusters Score -9678649 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -9678843.000000 Penalty: 3640.717041
	Iteration 31Q: 3 clusters Score -9678843 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -9679088.000000 Penalty: 3640.717041
	Iteration 32Q: 3 clusters Score -9679088 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -9679269.000000 Penalty: 3640.717041
	Iteration 33Q: 3 clusters Score -9679269 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -9679393.000000 Penalty: 3640.717041
	Iteration 34Q: 3 clusters Score -9679393 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -9679548.000000 Penalty: 3640.717041
	Iteration 35Q: 3 clusters Score -9679548 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -9679673.000000 Penalty: 3640.717041
	Iteration 36Q: 3 clusters Score -9679673 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -9679781.000000 Penalty: 3640.717041
	Iteration 37Q: 3 clusters Score -9679781 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -9679892.000000 Penalty: 3640.717041
	Iteration 38Q: 3 clusters Score -9679892 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -9680066.000000 Penalty: 3640.717041
	Iteration 39Q: 3 clusters Score -9680066 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9680211.000000 Penalty: 3640.717041
	Iteration 40F: 3 clusters Score -9680211 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9680394.000000 Penalty: 3640.717041
	Iteration 41Q: 3 clusters Score -9680394 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -9680500.000000 Penalty: 3640.717041
	Iteration 42Q: 3 clusters Score -9680500 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -9680591.000000 Penalty: 3640.717041
	Iteration 43Q: 3 clusters Score -9680591 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -9680697.000000 Penalty: 3640.717041
	Iteration 44Q: 3 clusters Score -9680697 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9680781.000000 Penalty: 3640.717041
	Iteration 45Q: 3 clusters Score -9680781 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -9680896.000000 Penalty: 3640.717041
	Iteration 46Q: 3 clusters Score -9680896 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9680972.000000 Penalty: 3640.717041
	Iteration 47Q: 3 clusters Score -9680972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -9681072.000000 Penalty: 3640.717041
	Iteration 48Q: 3 clusters Score -9681072 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9681189.000000 Penalty: 3640.717041
	Iteration 49Q: 3 clusters Score -9681189 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -9681289.000000 Penalty: 3640.717041
	Iteration 50Q: 3 clusters Score -9681289 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9681373.000000 Penalty: 3640.717041
	Iteration 51Q: 3 clusters Score -9681373 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9681404.000000 Penalty: 3640.717041
	Iteration 52Q: 3 clusters Score -9681404 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9681465.000000 Penalty: 3640.717041
	Iteration 53Q: 3 clusters Score -9681465 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -9681503.000000 Penalty: 3640.717041
	Iteration 54Q: 3 clusters Score -9681503 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9681500.000000 Penalty: 3640.717041
	Iteration 55Q: 3 clusters Score -9681500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9681502.000000 Penalty: 3640.717041
	Iteration 56Q: 3 clusters Score -9681502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9681474.000000 Penalty: 3640.717041
	Iteration 57Q: 3 clusters Score -9681474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9681474.000000 Penalty: 3640.717041
	Iteration 58Q: 3 clusters Score -9681474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9681457.000000 Penalty: 3640.717041
	Iteration 59Q: 3 clusters Score -9681457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9681473.000000 Penalty: 3640.717041
	Iteration 60F: 3 clusters Score -9681473 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -9681468.000000 Penalty: 3640.717041
	Iteration 61Q: 3 clusters Score -9681468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9681476.000000 Penalty: 3640.717041
	Iteration 62Q: 3 clusters Score -9681476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9681466.000000 Penalty: 3640.717041
	Iteration 63Q: 3 clusters Score -9681466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9681472.000000 Penalty: 3640.717041
	Iteration 64Q: 3 clusters Score -9681472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9681484.000000 Penalty: 3640.717041
	Iteration 65Q: 3 clusters Score -9681484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9681498.000000 Penalty: 3640.717041
	Iteration 66Q: 3 clusters Score -9681498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9681485.000000 Penalty: 3640.717041
	Iteration 67Q: 3 clusters Score -9681485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9681466.000000 Penalty: 3640.717041
	Iteration 68Q: 3 clusters Score -9681466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9681457.000000 Penalty: 3640.717041
	Iteration 69Q: 3 clusters Score -9681457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9681454.000000 Penalty: 3640.717041
	Iteration 70Q: 3 clusters Score -9681454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9681461.000000 Penalty: 3640.717041
	Iteration 71Q: 3 clusters Score -9681461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9681460.000000 Penalty: 3640.717041
	Iteration 72Q: 3 clusters Score -9681460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -9681451.000000 Penalty: 3640.717041
	Iteration 73Q: 3 clusters Score -9681451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9681461.000000 Penalty: 3640.717041
	Iteration 74Q: 3 clusters Score -9681461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9681456.000000 Penalty: 3640.717041
	Iteration 75Q: 3 clusters Score -9681456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9681451.000000 Penalty: 3640.717041
	Iteration 76Q: 3 clusters Score -9681451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9681438.000000 Penalty: 3640.717041
	Iteration 77Q: 3 clusters Score -9681438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9681434.000000 Penalty: 3640.717041
	Iteration 78Q: 3 clusters Score -9681434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9681440.000000 Penalty: 3640.717041
	Iteration 79Q: 3 clusters Score -9681440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9681432.000000 Penalty: 3640.717041
	Iteration 80F: 3 clusters Score -9681432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9681432.000000 Penalty: 3640.717041
	Iteration 81Q: 3 clusters Score -9681432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9681435.000000 Penalty: 3640.717041
	Iteration 82Q: 3 clusters Score -9681435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9681436.000000 Penalty: 3640.717041
	Iteration 83Q: 3 clusters Score -9681436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9681426.000000 Penalty: 3640.717041
	Iteration 84Q: 3 clusters Score -9681426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9681430.000000 Penalty: 3640.717041
	Iteration 85Q: 3 clusters Score -9681430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9681433.000000 Penalty: 3640.717041
	Iteration 86Q: 3 clusters Score -9681433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9681431.000000 Penalty: 3640.717041
	Iteration 87Q: 3 clusters Score -9681431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9681425.000000 Penalty: 3640.717041
	Iteration 88Q: 3 clusters Score -9681425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9681421.000000 Penalty: 3640.717041
	Iteration 89Q: 3 clusters Score -9681421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9681422.000000 Penalty: 3640.717041
	Iteration 90Q: 3 clusters Score -9681422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9681412.000000 Penalty: 3640.717041
	Iteration 91Q: 3 clusters Score -9681412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9681416.000000 Penalty: 3640.717041
	Iteration 92Q: 3 clusters Score -9681416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9681402.000000 Penalty: 3640.717041
	Iteration 93Q: 3 clusters Score -9681402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9681412.000000 Penalty: 3640.717041
	Iteration 94Q: 3 clusters Score -9681412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9681417.000000 Penalty: 3640.717041
	Iteration 95Q: 3 clusters Score -9681417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9681413.000000 Penalty: 3640.717041
	Iteration 96Q: 3 clusters Score -9681413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9681416.000000 Penalty: 3640.717041
	Iteration 97Q: 3 clusters Score -9681416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9681414.000000 Penalty: 3640.717041
	Iteration 98Q: 3 clusters Score -9681414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9681414.000000 Penalty: 3640.717041
	Iteration 99Q: 3 clusters Score -9681414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9681416.000000 Penalty: 3640.717041
	Iteration 100F: 3 clusters Score -9681416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9681419.000000 Penalty: 3640.717041
	Iteration 101Q: 3 clusters Score -9681419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9681414.000000 Penalty: 3640.717041
	Iteration 102Q: 3 clusters Score -9681414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9681413.000000 Penalty: 3640.717041
	Iteration 103Q: 3 clusters Score -9681413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9681414.000000 Penalty: 3640.717041
	Iteration 104Q: 3 clusters Score -9681414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9681407.000000 Penalty: 3640.717041
	Iteration 105Q: 3 clusters Score -9681407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9681416.000000 Penalty: 3640.717041
	Iteration 106Q: 3 clusters Score -9681416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9681411.000000 Penalty: 3640.717041
	Iteration 107Q: 3 clusters Score -9681411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9681409.000000 Penalty: 3640.717041
	Iteration 108Q: 3 clusters Score -9681409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9681413.000000 Penalty: 3640.717041
	Iteration 109Q: 3 clusters Score -9681413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9681408.000000 Penalty: 3640.717041
	Iteration 110Q: 3 clusters Score -9681408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9681405.000000 Penalty: 3640.717041
	Iteration 111Q: 3 clusters Score -9681405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9681406.000000 Penalty: 3640.717041
	Iteration 112Q: 3 clusters Score -9681406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9681401.000000 Penalty: 3640.717041
	Iteration 113Q: 3 clusters Score -9681401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9681401.000000 Penalty: 3640.717041
	Iteration 114Q: 3 clusters Score -9681401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9681398.000000 Penalty: 3640.717041
	Iteration 115Q: 3 clusters Score -9681398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9681411.000000 Penalty: 3640.717041
	Iteration 116Q: 3 clusters Score -9681411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9681405.000000 Penalty: 3640.717041
	Iteration 117Q: 3 clusters Score -9681405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9681406.000000 Penalty: 3640.717041
	Iteration 118Q: 3 clusters Score -9681406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9681411.000000 Penalty: 3640.717041
	Iteration 119Q: 3 clusters Score -9681411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9681411.000000 Penalty: 3640.717041
	Iteration 120F: 3 clusters Score -9681411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9681409.000000 Penalty: 3640.717041
	Iteration 121Q: 3 clusters Score -9681409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9681409.000000 Penalty: 3640.717041
	Iteration 122F: 3 clusters Score -9681409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1289301.875000 Penalty: 1497.765503
	Iteration 0F: 2 clusters Score -1289302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1282087.625000 Penalty: 2995.531006
	Iteration 0F: 3 clusters Score -1282088 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1284790.000000 Penalty: 2995.531006
	Iteration 1F: 3 clusters Score -1284790 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1285494.500000 Penalty: 2995.531006
	Iteration 2F: 3 clusters Score -1285494 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1286201.625000 Penalty: 2995.531006
	Iteration 3F: 3 clusters Score -1286202 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1286863.125000 Penalty: 2995.531006
	Iteration 4F: 3 clusters Score -1286863 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1287434.250000 Penalty: 2995.531006
	Iteration 5F: 3 clusters Score -1287434 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1287884.625000 Penalty: 2995.531006
	Iteration 6F: 3 clusters Score -1287885 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1288205.750000 Penalty: 2995.531006
	Iteration 7Q: 3 clusters Score -1288206 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1288403.250000 Penalty: 2995.531006
	Iteration 8Q: 3 clusters Score -1288403 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1288489.500000 Penalty: 2995.531006
	Iteration 9Q: 3 clusters Score -1288490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1288549.250000 Penalty: 2995.531006
	Iteration 10Q: 3 clusters Score -1288549 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1288599.750000 Penalty: 2995.531006
	Iteration 11Q: 3 clusters Score -1288600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1288643.750000 Penalty: 2995.531006
	Iteration 12Q: 3 clusters Score -1288644 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1288688.625000 Penalty: 2995.531006
	Iteration 13Q: 3 clusters Score -1288689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1288722.625000 Penalty: 2995.531006
	Iteration 14Q: 3 clusters Score -1288723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1288763.750000 Penalty: 2995.531006
	Iteration 15Q: 3 clusters Score -1288764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1288793.125000 Penalty: 2995.531006
	Iteration 16Q: 3 clusters Score -1288793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1288825.750000 Penalty: 2995.531006
	Iteration 17Q: 3 clusters Score -1288826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1288852.125000 Penalty: 2995.531006
	Iteration 18Q: 3 clusters Score -1288852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1288889.500000 Penalty: 2995.531006
	Iteration 19Q: 3 clusters Score -1288890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1288937.000000 Penalty: 2995.531006
	Iteration 20F: 3 clusters Score -1288937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1288993.500000 Penalty: 2995.531006
	Iteration 21Q: 3 clusters Score -1288994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1289070.000000 Penalty: 2995.531006
	Iteration 22Q: 3 clusters Score -1289070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1289138.875000 Penalty: 2995.531006
	Iteration 23Q: 3 clusters Score -1289139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1289188.500000 Penalty: 2995.531006
	Iteration 24Q: 3 clusters Score -1289188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1289205.250000 Penalty: 2995.531006
	Iteration 25Q: 3 clusters Score -1289205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1289216.875000 Penalty: 2995.531006
	Iteration 26Q: 3 clusters Score -1289217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1289229.125000 Penalty: 2995.531006
	Iteration 27Q: 3 clusters Score -1289229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1289238.000000 Penalty: 2995.531006
	Iteration 28Q: 3 clusters Score -1289238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1289245.250000 Penalty: 2995.531006
	Iteration 29Q: 3 clusters Score -1289245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1289248.375000 Penalty: 2995.531006
	Iteration 30Q: 3 clusters Score -1289248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1289250.375000 Penalty: 2995.531006
	Iteration 31Q: 3 clusters Score -1289250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1289250.375000 Penalty: 2995.531006
	Iteration 32Q: 3 clusters Score -1289250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1289253.250000 Penalty: 2995.531006
	Iteration 33Q: 3 clusters Score -1289253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1289253.875000 Penalty: 2995.531006
	Iteration 34Q: 3 clusters Score -1289254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1289258.375000 Penalty: 2995.531006
	Iteration 35Q: 3 clusters Score -1289258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1289261.375000 Penalty: 2995.531006
	Iteration 36Q: 3 clusters Score -1289261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1289265.625000 Penalty: 2995.531006
	Iteration 37Q: 3 clusters Score -1289266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1289268.250000 Penalty: 2995.531006
	Iteration 38Q: 3 clusters Score -1289268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1289269.750000 Penalty: 2995.531006
	Iteration 39Q: 3 clusters Score -1289270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1289275.125000 Penalty: 2995.531006
	Iteration 40F: 3 clusters Score -1289275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1289280.750000 Penalty: 2995.531006
	Iteration 41Q: 3 clusters Score -1289281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1289283.500000 Penalty: 2995.531006
	Iteration 42Q: 3 clusters Score -1289284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1289285.000000 Penalty: 2995.531006
	Iteration 43Q: 3 clusters Score -1289285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1289285.000000 Penalty: 2995.531006
	Iteration 44F: 3 clusters Score -1289285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65830.773438 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65830.77 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66072.328125 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66072.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66132.546875 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66132.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66177.453125 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66177.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66204.476562 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66204.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66214.906250 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66214.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66220.710938 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66220.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66227.632812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66227.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66233.406250 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66233.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66235.789062 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66235.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66239.460938 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66239.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66244.343750 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66244.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66245.250000 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66245.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66248.382812 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66248.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66248.382812 Penalty: 2075.735840
	Iteration 14F: 3 clusters Score -66248.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Entering Unmasked Estep 
Score: -6119992.000000 Penalty: 1744.069824
	Iteration 0F: 2 clusters Score -6119992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6090206.500000 Penalty: 3488.139648
	Iteration 0F: 3 clusters Score -6090206 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -6102297.000000 Penalty: 3488.139648
	Iteration 1F: 3 clusters Score -6102297 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6102729.000000 Penalty: 3488.139648
	Iteration 2Q: 3 clusters Score -6102729 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6103205.500000 Penalty: 3488.139648
	Iteration 3Q: 3 clusters Score -6103206 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -6103711.500000 Penalty: 3488.139648
	Iteration 4Q: 3 clusters Score -6103712 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6104308.000000 Penalty: 3488.139648
	Iteration 5Q: 3 clusters Score -6104308 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -6105162.500000 Penalty: 3488.139648
	Iteration 6Q: 3 clusters Score -6105162 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -6106440.500000 Penalty: 3488.139648
	Iteration 7F: 3 clusters Score -6106440 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -6108381.500000 Penalty: 3488.139648
	Iteration 8F: 3 clusters Score -6108382 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -6111194.000000 Penalty: 3488.139648
	Iteration 9F: 3 clusters Score -6111194 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6114002.500000 Penalty: 3488.139648
	Iteration 10F: 3 clusters Score -6114002 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6116185.000000 Penalty: 3488.139648
	Iteration 11F: 3 clusters Score -6116185 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6117427.500000 Penalty: 3488.139648
	Iteration 12Q: 3 clusters Score -6117428 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6118023.500000 Penalty: 3488.139648
	Iteration 13Q: 3 clusters Score -6118024 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6118264.500000 Penalty: 3488.139648
	Iteration 14Q: 3 clusters Score -6118264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6118338.000000 Penalty: 3488.139648
	Iteration 15Q: 3 clusters Score -6118338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6118379.500000 Penalty: 3488.139648
	Iteration 16Q: 3 clusters Score -6118380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6118418.000000 Penalty: 3488.139648
	Iteration 17Q: 3 clusters Score -6118418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6118452.000000 Penalty: 3488.139648
	Iteration 18Q: 3 clusters Score -6118452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6118470.000000 Penalty: 3488.139648
	Iteration 19Q: 3 clusters Score -6118470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6118484.000000 Penalty: 3488.139648
	Iteration 20F: 3 clusters Score -6118484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6118488.500000 Penalty: 3488.139648
	Iteration 21Q: 3 clusters Score -6118488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6118491.500000 Penalty: 3488.139648
	Iteration 22Q: 3 clusters Score -6118492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6118494.500000 Penalty: 3488.139648
	Iteration 23Q: 3 clusters Score -6118494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6118495.500000 Penalty: 3488.139648
	Iteration 24Q: 3 clusters Score -6118496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6118498.500000 Penalty: 3488.139648
	Iteration 25Q: 3 clusters Score -6118498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6118500.500000 Penalty: 3488.139648
	Iteration 26Q: 3 clusters Score -6118500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6118500.500000 Penalty: 3488.139648
	Iteration 27F: 3 clusters Score -6118500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27266.419922 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -27266.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26539.984375 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -26539.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26682.613281 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -26682.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26731.878906 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -26731.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26767.667969 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -26767.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26793.529297 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -26793.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26820.894531 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -26820.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26877.664062 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -26877.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26888.349609 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -26888.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26911.273438 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -26911.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26914.853516 Penalty: 1782.559082
	Iteration 9Q: 3 clusters Score -26914.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26919.640625 Penalty: 1782.559082
	Iteration 10Q: 3 clusters Score -26919.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26919.640625 Penalty: 1782.559082
	Iteration 11F: 3 clusters Score -26919.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -51765.914062 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -51765.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50705.199219 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -50705.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51016.632812 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -51016.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51246.132812 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -51246.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51378.503906 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -51378.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51449.644531 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -51449.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51480.808594 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -51480.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51496.277344 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -51496.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51522.890625 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -51522.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51533.722656 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -51533.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51540.500000 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -51540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51544.523438 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -51544.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51545.156250 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -51545.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51547.375000 Penalty: 2050.131836
	Iteration 12Q: 3 clusters Score -51547.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51548.128906 Penalty: 2050.131836
	Iteration 13Q: 3 clusters Score -51548.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51548.578125 Penalty: 2050.131836
	Iteration 14Q: 3 clusters Score -51548.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51550.921875 Penalty: 2050.131836
	Iteration 15Q: 3 clusters Score -51550.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51551.890625 Penalty: 2050.131836
	Iteration 16Q: 3 clusters Score -51551.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51551.890625 Penalty: 2050.131836
	Iteration 17F: 3 clusters Score -51551.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -119187.460938 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -119187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117804.500000 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -117804.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118143.570312 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -118143.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118299.265625 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -118299.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118432.562500 Penalty: 2246.964600
	Iteration 3F: 3 clusters Score -118432.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118557.179688 Penalty: 2246.964600
	Iteration 4F: 3 clusters Score -118557.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118706.304688 Penalty: 2246.964600
	Iteration 5F: 3 clusters Score -118706.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118861.242188 Penalty: 2246.964600
	Iteration 6F: 3 clusters Score -118861.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119016.929688 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -119016.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119150.570312 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -119150.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119300.648438 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -119300.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119382.273438 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -119382.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119486.460938 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -119486.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119564.171875 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -119564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119622.679688 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -119622.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119677.531250 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -119677.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119718.851562 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -119718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -119750.953125 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -119751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119770.796875 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -119770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119774.835938 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -119774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119778.500000 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -119778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119790.125000 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -119790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -119795.960938 Penalty: 2246.964600
	Iteration 21Q: 3 clusters Score -119796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -119795.960938 Penalty: 2246.964600
	Iteration 22F: 3 clusters Score -119796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 417 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85980440.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85980976.000000 to -85980440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2605986.500000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605986 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2609870.250000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609870 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2610179.000000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610179 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2610395.750000 Penalty: 3148.096191
	Iteration 3Q: 3 clusters Score -2610396 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2610632.250000 Penalty: 3148.096191
	Iteration 4Q: 3 clusters Score -2610632 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2610855.500000 Penalty: 3148.096191
	Iteration 5Q: 3 clusters Score -2610856 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2611138.500000 Penalty: 3148.096191
	Iteration 6Q: 3 clusters Score -2611138 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2611531.250000 Penalty: 3148.096191
	Iteration 7Q: 3 clusters Score -2611531 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2612154.000000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2612154 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2612957.750000 Penalty: 3148.096191
	Iteration 9F: 3 clusters Score -2612958 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2613701.750000 Penalty: 3148.096191
	Iteration 10F: 3 clusters Score -2613702 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2614339.000000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614339 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2614823.750000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2614824 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2615170.000000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615170 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2615392.250000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2615392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2615542.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2615542 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2615618.750000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2615619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2615687.250000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2615687 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2615731.250000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615731 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2615761.500000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2615803.500000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2615830.000000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2615858.250000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2615888.250000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2615907.250000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2615920.000000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2615946.500000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2615963.750000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2615974.750000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2615975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2615983.750000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2615984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2615991.000000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2615991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2616013.000000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2616013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2616026.500000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2616026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2616050.000000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2616050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2616060.250000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2616060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2616068.500000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2616068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2616090.500000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2616090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2616114.250000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2616114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2616128.750000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2616129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2616142.500000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2616142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2616160.000000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2616160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2616181.750000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2616182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2616196.000000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2616196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2616213.500000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2616214 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2616238.500000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2616238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2616256.750000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2616257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2616261.250000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2616261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2616299.500000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2616300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2616318.250000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2616318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2616328.500000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2616328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2616356.750000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2616357 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2616378.000000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2616378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2616394.500000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2616394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2616434.000000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2616434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2616469.750000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2616470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2616487.000000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2616487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2616523.750000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2616524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2616546.250000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2616546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2616557.250000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2616557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2616589.500000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2616590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2616617.500000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2616618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2616639.500000 Penalty: 3148.096191
	Iteration 61Q: 3 clusters Score -2616640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2616658.250000 Penalty: 3148.096191
	Iteration 62Q: 3 clusters Score -2616658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2616678.250000 Penalty: 3148.096191
	Iteration 63Q: 3 clusters Score -2616678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2616703.750000 Penalty: 3148.096191
	Iteration 64Q: 3 clusters Score -2616704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2616704.500000 Penalty: 3148.096191
	Iteration 65Q: 3 clusters Score -2616704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2616714.750000 Penalty: 3148.096191
	Iteration 66Q: 3 clusters Score -2616715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2616731.250000 Penalty: 3148.096191
	Iteration 67Q: 3 clusters Score -2616731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2616741.500000 Penalty: 3148.096191
	Iteration 68Q: 3 clusters Score -2616742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2616763.000000 Penalty: 3148.096191
	Iteration 69Q: 3 clusters Score -2616763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2616780.250000 Penalty: 3148.096191
	Iteration 70Q: 3 clusters Score -2616780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2616809.500000 Penalty: 3148.096191
	Iteration 71Q: 3 clusters Score -2616810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2616825.000000 Penalty: 3148.096191
	Iteration 72Q: 3 clusters Score -2616825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2616850.000000 Penalty: 3148.096191
	Iteration 73Q: 3 clusters Score -2616850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2616868.000000 Penalty: 3148.096191
	Iteration 74Q: 3 clusters Score -2616868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2616892.500000 Penalty: 3148.096191
	Iteration 75Q: 3 clusters Score -2616892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2616896.000000 Penalty: 3148.096191
	Iteration 76Q: 3 clusters Score -2616896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2616914.000000 Penalty: 3148.096191
	Iteration 77Q: 3 clusters Score -2616914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2616926.250000 Penalty: 3148.096191
	Iteration 78Q: 3 clusters Score -2616926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2616950.750000 Penalty: 3148.096191
	Iteration 79Q: 3 clusters Score -2616951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2616952.500000 Penalty: 3148.096191
	Iteration 80F: 3 clusters Score -2616952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2616956.250000 Penalty: 3148.096191
	Iteration 81Q: 3 clusters Score -2616956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2616961.250000 Penalty: 3148.096191
	Iteration 82Q: 3 clusters Score -2616961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2616969.000000 Penalty: 3148.096191
	Iteration 83Q: 3 clusters Score -2616969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2616973.000000 Penalty: 3148.096191
	Iteration 84Q: 3 clusters Score -2616973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2616971.000000 Penalty: 3148.096191
	Iteration 85Q: 3 clusters Score -2616971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2616974.250000 Penalty: 3148.096191
	Iteration 86Q: 3 clusters Score -2616974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2616975.500000 Penalty: 3148.096191
	Iteration 87Q: 3 clusters Score -2616976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2616975.250000 Penalty: 3148.096191
	Iteration 88Q: 3 clusters Score -2616975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2616978.500000 Penalty: 3148.096191
	Iteration 89Q: 3 clusters Score -2616978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2616983.750000 Penalty: 3148.096191
	Iteration 90Q: 3 clusters Score -2616984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2616986.500000 Penalty: 3148.096191
	Iteration 91Q: 3 clusters Score -2616986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2616985.500000 Penalty: 3148.096191
	Iteration 92Q: 3 clusters Score -2616986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2617002.000000 Penalty: 3148.096191
	Iteration 93Q: 3 clusters Score -2617002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2616997.250000 Penalty: 3148.096191
	Iteration 94Q: 3 clusters Score -2616997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2616999.250000 Penalty: 3148.096191
	Iteration 95Q: 3 clusters Score -2616999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2617003.250000 Penalty: 3148.096191
	Iteration 96Q: 3 clusters Score -2617003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2617002.250000 Penalty: 3148.096191
	Iteration 97Q: 3 clusters Score -2617002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2617011.750000 Penalty: 3148.096191
	Iteration 98Q: 3 clusters Score -2617012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2617007.000000 Penalty: 3148.096191
	Iteration 99Q: 3 clusters Score -2617007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2617008.000000 Penalty: 3148.096191
	Iteration 100F: 3 clusters Score -2617008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2617014.250000 Penalty: 3148.096191
	Iteration 101Q: 3 clusters Score -2617014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2617013.000000 Penalty: 3148.096191
	Iteration 102Q: 3 clusters Score -2617013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2617021.750000 Penalty: 3148.096191
	Iteration 103Q: 3 clusters Score -2617022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2617022.000000 Penalty: 3148.096191
	Iteration 104Q: 3 clusters Score -2617022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2617019.000000 Penalty: 3148.096191
	Iteration 105Q: 3 clusters Score -2617019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2617022.250000 Penalty: 3148.096191
	Iteration 106Q: 3 clusters Score -2617022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2617016.750000 Penalty: 3148.096191
	Iteration 107Q: 3 clusters Score -2617017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2617019.500000 Penalty: 3148.096191
	Iteration 108Q: 3 clusters Score -2617020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2617018.250000 Penalty: 3148.096191
	Iteration 109Q: 3 clusters Score -2617018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2617020.250000 Penalty: 3148.096191
	Iteration 110Q: 3 clusters Score -2617020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2617020.250000 Penalty: 3148.096191
	Iteration 111F: 3 clusters Score -2617020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 2302 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85980384.000000 Penalty: 98007.054688
Splitting cluster 21 changes total score from -85980976.000000 to -85980384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (52505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Entering Unmasked Estep 
Score: -7001896.000000 Penalty: 1766.157837
	Iteration 0F: 2 clusters Score -7001896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6967005.500000 Penalty: 3532.315674
	Iteration 0F: 3 clusters Score -6967006 nChanged 24762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6981278.500000 Penalty: 3532.315674
	Iteration 1F: 3 clusters Score -6981278 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -6982002.500000 Penalty: 3532.315674
	Iteration 2Q: 3 clusters Score -6982002 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6982964.000000 Penalty: 3532.315674
	Iteration 3Q: 3 clusters Score -6982964 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6984163.000000 Penalty: 3532.315674
	Iteration 4Q: 3 clusters Score -6984163 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6985701.000000 Penalty: 3532.315674
	Iteration 5F: 3 clusters Score -6985701 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -6987881.000000 Penalty: 3532.315674
	Iteration 6F: 3 clusters Score -6987881 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6990247.000000 Penalty: 3532.315674
	Iteration 7F: 3 clusters Score -6990247 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -6992300.000000 Penalty: 3532.315674
	Iteration 8F: 3 clusters Score -6992300 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6993405.500000 Penalty: 3532.315674
	Iteration 9Q: 3 clusters Score -6993406 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6993845.000000 Penalty: 3532.315674
	Iteration 10Q: 3 clusters Score -6993845 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6994068.500000 Penalty: 3532.315674
	Iteration 11Q: 3 clusters Score -6994068 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6994249.000000 Penalty: 3532.315674
	Iteration 12Q: 3 clusters Score -6994249 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -6994384.000000 Penalty: 3532.315674
	Iteration 13Q: 3 clusters Score -6994384 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6994490.000000 Penalty: 3532.315674
	Iteration 14Q: 3 clusters Score -6994490 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6994613.500000 Penalty: 3532.315674
	Iteration 15Q: 3 clusters Score -6994614 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -6994718.500000 Penalty: 3532.315674
	Iteration 16Q: 3 clusters Score -6994718 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -6994844.000000 Penalty: 3532.315674
	Iteration 17Q: 3 clusters Score -6994844 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6994948.000000 Penalty: 3532.315674
	Iteration 18Q: 3 clusters Score -6994948 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6995063.000000 Penalty: 3532.315674
	Iteration 19Q: 3 clusters Score -6995063 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6995170.000000 Penalty: 3532.315674
	Iteration 20F: 3 clusters Score -6995170 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -6995252.500000 Penalty: 3532.315674
	Iteration 21Q: 3 clusters Score -6995252 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6995279.000000 Penalty: 3532.315674
	Iteration 22Q: 3 clusters Score -6995279 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -6995371.500000 Penalty: 3532.315674
	Iteration 23Q: 3 clusters Score -6995372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -6995416.000000 Penalty: 3532.315674
	Iteration 24Q: 3 clusters Score -6995416 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6995443.000000 Penalty: 3532.315674
	Iteration 25Q: 3 clusters Score -6995443 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -6995492.500000 Penalty: 3532.315674
	Iteration 26Q: 3 clusters Score -6995492 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6995523.000000 Penalty: 3532.315674
	Iteration 27Q: 3 clusters Score -6995523 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6995571.500000 Penalty: 3532.315674
	Iteration 28Q: 3 clusters Score -6995572 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -6995589.500000 Penalty: 3532.315674
	Iteration 29Q: 3 clusters Score -6995590 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -6995617.500000 Penalty: 3532.315674
	Iteration 30Q: 3 clusters Score -6995618 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -6995655.000000 Penalty: 3532.315674
	Iteration 31Q: 3 clusters Score -6995655 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -6995669.500000 Penalty: 3532.315674
	Iteration 32Q: 3 clusters Score -6995670 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -6995672.500000 Penalty: 3532.315674
	Iteration 33Q: 3 clusters Score -6995672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -6995702.500000 Penalty: 3532.315674
	Iteration 34Q: 3 clusters Score -6995702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6995728.500000 Penalty: 3532.315674
	Iteration 35Q: 3 clusters Score -6995728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -6995730.500000 Penalty: 3532.315674
	Iteration 36Q: 3 clusters Score -6995730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -6995734.000000 Penalty: 3532.315674
	Iteration 37Q: 3 clusters Score -6995734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6995731.000000 Penalty: 3532.315674
	Iteration 38Q: 3 clusters Score -6995731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -6995740.000000 Penalty: 3532.315674
	Iteration 39Q: 3 clusters Score -6995740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6995760.000000 Penalty: 3532.315674
	Iteration 40F: 3 clusters Score -6995760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -6995770.000000 Penalty: 3532.315674
	Iteration 41Q: 3 clusters Score -6995770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -6995767.500000 Penalty: 3532.315674
	Iteration 42Q: 3 clusters Score -6995768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -6995779.000000 Penalty: 3532.315674
	Iteration 43Q: 3 clusters Score -6995779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6995780.500000 Penalty: 3532.315674
	Iteration 44Q: 3 clusters Score -6995780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -6995788.000000 Penalty: 3532.315674
	Iteration 45Q: 3 clusters Score -6995788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -6995772.500000 Penalty: 3532.315674
	Iteration 46Q: 3 clusters Score -6995772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6995773.000000 Penalty: 3532.315674
	Iteration 47Q: 3 clusters Score -6995773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6995758.500000 Penalty: 3532.315674
	Iteration 48Q: 3 clusters Score -6995758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6995761.500000 Penalty: 3532.315674
	Iteration 49Q: 3 clusters Score -6995762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6995759.000000 Penalty: 3532.315674
	Iteration 50Q: 3 clusters Score -6995759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -6995763.000000 Penalty: 3532.315674
	Iteration 51Q: 3 clusters Score -6995763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -6995759.500000 Penalty: 3532.315674
	Iteration 52Q: 3 clusters Score -6995760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -6995778.000000 Penalty: 3532.315674
	Iteration 53Q: 3 clusters Score -6995778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -6995781.500000 Penalty: 3532.315674
	Iteration 54Q: 3 clusters Score -6995782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6995774.500000 Penalty: 3532.315674
	Iteration 55Q: 3 clusters Score -6995774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -6995766.500000 Penalty: 3532.315674
	Iteration 56Q: 3 clusters Score -6995766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -6995776.500000 Penalty: 3532.315674
	Iteration 57Q: 3 clusters Score -6995776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -6995773.500000 Penalty: 3532.315674
	Iteration 58Q: 3 clusters Score -6995774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -6995781.500000 Penalty: 3532.315674
	Iteration 59Q: 3 clusters Score -6995782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6995781.500000 Penalty: 3532.315674
	Iteration 60F: 3 clusters Score -6995782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6995781.000000 Penalty: 3532.315674
	Iteration 61Q: 3 clusters Score -6995781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -6995782.500000 Penalty: 3532.315674
	Iteration 62Q: 3 clusters Score -6995782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6995781.000000 Penalty: 3532.315674
	Iteration 63Q: 3 clusters Score -6995781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -6995789.500000 Penalty: 3532.315674
	Iteration 64Q: 3 clusters Score -6995790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -6995797.500000 Penalty: 3532.315674
	Iteration 65Q: 3 clusters Score -6995798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -6995803.500000 Penalty: 3532.315674
	Iteration 66Q: 3 clusters Score -6995804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6995800.500000 Penalty: 3532.315674
	Iteration 67Q: 3 clusters Score -6995800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -6995806.000000 Penalty: 3532.315674
	Iteration 68Q: 3 clusters Score -6995806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -6995820.000000 Penalty: 3532.315674
	Iteration 69Q: 3 clusters Score -6995820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6995824.500000 Penalty: 3532.315674
	Iteration 70Q: 3 clusters Score -6995824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6995830.000000 Penalty: 3532.315674
	Iteration 71Q: 3 clusters Score -6995830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -6995834.500000 Penalty: 3532.315674
	Iteration 72Q: 3 clusters Score -6995834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -6995832.500000 Penalty: 3532.315674
	Iteration 73Q: 3 clusters Score -6995832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6995830.500000 Penalty: 3532.315674
	Iteration 74Q: 3 clusters Score -6995830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -6995831.500000 Penalty: 3532.315674
	Iteration 75Q: 3 clusters Score -6995832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6995845.500000 Penalty: 3532.315674
	Iteration 76Q: 3 clusters Score -6995846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -6995850.000000 Penalty: 3532.315674
	Iteration 77Q: 3 clusters Score -6995850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6995846.500000 Penalty: 3532.315674
	Iteration 78Q: 3 clusters Score -6995846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -6995840.500000 Penalty: 3532.315674
	Iteration 79Q: 3 clusters Score -6995840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -6995853.000000 Penalty: 3532.315674
	Iteration 80F: 3 clusters Score -6995853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -6995864.500000 Penalty: 3532.315674
	Iteration 81Q: 3 clusters Score -6995864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6995881.000000 Penalty: 3532.315674
	Iteration 82Q: 3 clusters Score -6995881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6995881.000000 Penalty: 3532.315674
	Iteration 83Q: 3 clusters Score -6995881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -6995884.500000 Penalty: 3532.315674
	Iteration 84Q: 3 clusters Score -6995884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6995883.500000 Penalty: 3532.315674
	Iteration 85Q: 3 clusters Score -6995884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -6995880.000000 Penalty: 3532.315674
	Iteration 86Q: 3 clusters Score -6995880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -6995880.500000 Penalty: 3532.315674
	Iteration 87Q: 3 clusters Score -6995880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6995911.000000 Penalty: 3532.315674
	Iteration 88Q: 3 clusters Score -6995911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -6995931.000000 Penalty: 3532.315674
	Iteration 89Q: 3 clusters Score -6995931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -6995946.500000 Penalty: 3532.315674
	Iteration 90Q: 3 clusters Score -6995946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6995957.000000 Penalty: 3532.315674
	Iteration 91Q: 3 clusters Score -6995957 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6995984.500000 Penalty: 3532.315674
	Iteration 92Q: 3 clusters Score -6995984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6996001.000000 Penalty: 3532.315674
	Iteration 93Q: 3 clusters Score -6996001 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -6996008.000000 Penalty: 3532.315674
	Iteration 94Q: 3 clusters Score -6996008 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -6996042.000000 Penalty: 3532.315674
	Iteration 95Q: 3 clusters Score -6996042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -6996058.000000 Penalty: 3532.315674
	Iteration 96Q: 3 clusters Score -6996058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6996075.500000 Penalty: 3532.315674
	Iteration 97Q: 3 clusters Score -6996076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -6996102.500000 Penalty: 3532.315674
	Iteration 98Q: 3 clusters Score -6996102 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -6996143.500000 Penalty: 3532.315674
	Iteration 99Q: 3 clusters Score -6996144 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -6996167.500000 Penalty: 3532.315674
	Iteration 100F: 3 clusters Score -6996168 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -6996211.000000 Penalty: 3532.315674
	Iteration 101Q: 3 clusters Score -6996211 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6996224.000000 Penalty: 3532.315674
	Iteration 102Q: 3 clusters Score -6996224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6996251.000000 Penalty: 3532.315674
	Iteration 103Q: 3 clusters Score -6996251 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -6996298.500000 Penalty: 3532.315674
	Iteration 104Q: 3 clusters Score -6996298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -6996315.500000 Penalty: 3532.315674
	Iteration 105Q: 3 clusters Score -6996316 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -6996360.500000 Penalty: 3532.315674
	Iteration 106Q: 3 clusters Score -6996360 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -6996397.000000 Penalty: 3532.315674
	Iteration 107Q: 3 clusters Score -6996397 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -6996441.500000 Penalty: 3532.315674
	Iteration 108Q: 3 clusters Score -6996442 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -6996455.000000 Penalty: 3532.315674
	Iteration 109Q: 3 clusters Score -6996455 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6996492.000000 Penalty: 3532.315674
	Iteration 110Q: 3 clusters Score -6996492 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -6996513.500000 Penalty: 3532.315674
	Iteration 111Q: 3 clusters Score -6996514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -6996547.500000 Penalty: 3532.315674
	Iteration 112Q: 3 clusters Score -6996548 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -6996599.500000 Penalty: 3532.315674
	Iteration 113Q: 3 clusters Score -6996600 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -6996656.500000 Penalty: 3532.315674
	Iteration 114Q: 3 clusters Score -6996656 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -6996749.000000 Penalty: 3532.315674
	Iteration 115Q: 3 clusters Score -6996749 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -6996795.500000 Penalty: 3532.315674
	Iteration 116Q: 3 clusters Score -6996796 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6996914.000000 Penalty: 3532.315674
	Iteration 117Q: 3 clusters Score -6996914 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -6997008.500000 Penalty: 3532.315674
	Iteration 118Q: 3 clusters Score -6997008 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -6997104.500000 Penalty: 3532.315674
	Iteration 119Q: 3 clusters Score -6997104 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -6997184.000000 Penalty: 3532.315674
	Iteration 120F: 3 clusters Score -6997184 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6997302.000000 Penalty: 3532.315674
	Iteration 121Q: 3 clusters Score -6997302 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -6997409.500000 Penalty: 3532.315674
	Iteration 122Q: 3 clusters Score -6997410 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -6997523.000000 Penalty: 3532.315674
	Iteration 123Q: 3 clusters Score -6997523 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6997653.000000 Penalty: 3532.315674
	Iteration 124Q: 3 clusters Score -6997653 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -6997756.500000 Penalty: 3532.315674
	Iteration 125Q: 3 clusters Score -6997756 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6997878.500000 Penalty: 3532.315674
	Iteration 126Q: 3 clusters Score -6997878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -6997970.500000 Penalty: 3532.315674
	Iteration 127Q: 3 clusters Score -6997970 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -6998077.500000 Penalty: 3532.315674
	Iteration 128Q: 3 clusters Score -6998078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -6998168.000000 Penalty: 3532.315674
	Iteration 129Q: 3 clusters Score -6998168 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -6998243.500000 Penalty: 3532.315674
	Iteration 130Q: 3 clusters Score -6998244 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -6998357.500000 Penalty: 3532.315674
	Iteration 131Q: 3 clusters Score -6998358 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6998451.000000 Penalty: 3532.315674
	Iteration 132Q: 3 clusters Score -6998451 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6998561.000000 Penalty: 3532.315674
	Iteration 133Q: 3 clusters Score -6998561 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6998654.500000 Penalty: 3532.315674
	Iteration 134Q: 3 clusters Score -6998654 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6998721.000000 Penalty: 3532.315674
	Iteration 135Q: 3 clusters Score -6998721 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6998839.000000 Penalty: 3532.315674
	Iteration 136Q: 3 clusters Score -6998839 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6998952.000000 Penalty: 3532.315674
	Iteration 137Q: 3 clusters Score -6998952 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6999085.500000 Penalty: 3532.315674
	Iteration 138Q: 3 clusters Score -6999086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6999206.000000 Penalty: 3532.315674
	Iteration 139Q: 3 clusters Score -6999206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6999319.000000 Penalty: 3532.315674
	Iteration 140F: 3 clusters Score -6999319 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6999439.500000 Penalty: 3532.315674
	Iteration 141Q: 3 clusters Score -6999440 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6999553.500000 Penalty: 3532.315674
	Iteration 142Q: 3 clusters Score -6999554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6999648.500000 Penalty: 3532.315674
	Iteration 143Q: 3 clusters Score -6999648 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6999730.500000 Penalty: 3532.315674
	Iteration 144Q: 3 clusters Score -6999730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6999807.000000 Penalty: 3532.315674
	Iteration 145Q: 3 clusters Score -6999807 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6999896.500000 Penalty: 3532.315674
	Iteration 146Q: 3 clusters Score -6999896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6999950.500000 Penalty: 3532.315674
	Iteration 147Q: 3 clusters Score -6999950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7000006.000000 Penalty: 3532.315674
	Iteration 148Q: 3 clusters Score -7000006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7000069.500000 Penalty: 3532.315674
	Iteration 149Q: 3 clusters Score -7000070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7000097.500000 Penalty: 3532.315674
	Iteration 150Q: 3 clusters Score -7000098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7000138.000000 Penalty: 3532.315674
	Iteration 151Q: 3 clusters Score -7000138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7000161.500000 Penalty: 3532.315674
	Iteration 152Q: 3 clusters Score -7000162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7000186.000000 Penalty: 3532.315674
	Iteration 153Q: 3 clusters Score -7000186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7000215.000000 Penalty: 3532.315674
	Iteration 154Q: 3 clusters Score -7000215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7000240.000000 Penalty: 3532.315674
	Iteration 155Q: 3 clusters Score -7000240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7000256.000000 Penalty: 3532.315674
	Iteration 156Q: 3 clusters Score -7000256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7000281.000000 Penalty: 3532.315674
	Iteration 157Q: 3 clusters Score -7000281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7000286.500000 Penalty: 3532.315674
	Iteration 158Q: 3 clusters Score -7000286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7000296.000000 Penalty: 3532.315674
	Iteration 159Q: 3 clusters Score -7000296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7000298.000000 Penalty: 3532.315674
	Iteration 160F: 3 clusters Score -7000298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7000309.000000 Penalty: 3532.315674
	Iteration 161Q: 3 clusters Score -7000309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7000322.500000 Penalty: 3532.315674
	Iteration 162Q: 3 clusters Score -7000322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7000315.000000 Penalty: 3532.315674
	Iteration 163Q: 3 clusters Score -7000315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7000318.000000 Penalty: 3532.315674
	Iteration 164Q: 3 clusters Score -7000318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7000319.500000 Penalty: 3532.315674
	Iteration 165Q: 3 clusters Score -7000320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7000337.000000 Penalty: 3532.315674
	Iteration 166Q: 3 clusters Score -7000337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7000341.500000 Penalty: 3532.315674
	Iteration 167Q: 3 clusters Score -7000342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7000336.500000 Penalty: 3532.315674
	Iteration 168Q: 3 clusters Score -7000336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7000345.000000 Penalty: 3532.315674
	Iteration 169Q: 3 clusters Score -7000345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7000349.500000 Penalty: 3532.315674
	Iteration 170Q: 3 clusters Score -7000350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7000353.000000 Penalty: 3532.315674
	Iteration 171Q: 3 clusters Score -7000353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7000351.500000 Penalty: 3532.315674
	Iteration 172Q: 3 clusters Score -7000352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7000353.000000 Penalty: 3532.315674
	Iteration 173Q: 3 clusters Score -7000353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7000356.500000 Penalty: 3532.315674
	Iteration 174Q: 3 clusters Score -7000356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7000354.000000 Penalty: 3532.315674
	Iteration 175Q: 3 clusters Score -7000354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7000361.500000 Penalty: 3532.315674
	Iteration 176Q: 3 clusters Score -7000362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7000373.000000 Penalty: 3532.315674
	Iteration 177Q: 3 clusters Score -7000373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7000372.000000 Penalty: 3532.315674
	Iteration 178Q: 3 clusters Score -7000372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7000372.000000 Penalty: 3532.315674
	Iteration 179Q: 3 clusters Score -7000372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7000374.500000 Penalty: 3532.315674
	Iteration 180F: 3 clusters Score -7000374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7000382.500000 Penalty: 3532.315674
	Iteration 181Q: 3 clusters Score -7000382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7000390.500000 Penalty: 3532.315674
	Iteration 182Q: 3 clusters Score -7000390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7000405.000000 Penalty: 3532.315674
	Iteration 183Q: 3 clusters Score -7000405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7000415.500000 Penalty: 3532.315674
	Iteration 184Q: 3 clusters Score -7000416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7000426.500000 Penalty: 3532.315674
	Iteration 185Q: 3 clusters Score -7000426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7000437.000000 Penalty: 3532.315674
	Iteration 186Q: 3 clusters Score -7000437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7000434.500000 Penalty: 3532.315674
	Iteration 187Q: 3 clusters Score -7000434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7000441.500000 Penalty: 3532.315674
	Iteration 188Q: 3 clusters Score -7000442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7000441.000000 Penalty: 3532.315674
	Iteration 189Q: 3 clusters Score -7000441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7000446.500000 Penalty: 3532.315674
	Iteration 190Q: 3 clusters Score -7000446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7000449.000000 Penalty: 3532.315674
	Iteration 191Q: 3 clusters Score -7000449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7000450.500000 Penalty: 3532.315674
	Iteration 192Q: 3 clusters Score -7000450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7000459.000000 Penalty: 3532.315674
	Iteration 193Q: 3 clusters Score -7000459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7000462.000000 Penalty: 3532.315674
	Iteration 194Q: 3 clusters Score -7000462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7000461.500000 Penalty: 3532.315674
	Iteration 195Q: 3 clusters Score -7000462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7000465.000000 Penalty: 3532.315674
	Iteration 196Q: 3 clusters Score -7000465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7000462.000000 Penalty: 3532.315674
	Iteration 197Q: 3 clusters Score -7000462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7000465.500000 Penalty: 3532.315674
	Iteration 198Q: 3 clusters Score -7000466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7000470.000000 Penalty: 3532.315674
	Iteration 199Q: 3 clusters Score -7000470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7000475.500000 Penalty: 3532.315674
	Iteration 200F: 3 clusters Score -7000476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7000474.500000 Penalty: 3532.315674
	Iteration 201Q: 3 clusters Score -7000474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7000470.500000 Penalty: 3532.315674
	Iteration 202Q: 3 clusters Score -7000470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7000474.000000 Penalty: 3532.315674
	Iteration 203Q: 3 clusters Score -7000474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7000476.000000 Penalty: 3532.315674
	Iteration 204Q: 3 clusters Score -7000476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7000474.500000 Penalty: 3532.315674
	Iteration 205Q: 3 clusters Score -7000474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7000482.500000 Penalty: 3532.315674
	Iteration 206Q: 3 clusters Score -7000482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7000475.000000 Penalty: 3532.315674
	Iteration 207Q: 3 clusters Score -7000475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7000471.500000 Penalty: 3532.315674
	Iteration 208Q: 3 clusters Score -7000472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7000478.000000 Penalty: 3532.315674
	Iteration 209Q: 3 clusters Score -7000478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7000480.000000 Penalty: 3532.315674
	Iteration 210Q: 3 clusters Score -7000480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7000479.000000 Penalty: 3532.315674
	Iteration 211Q: 3 clusters Score -7000479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7000479.000000 Penalty: 3532.315674
	Iteration 212F: 3 clusters Score -7000479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15986.726562 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15986.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16248.829102 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16248.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16391.697266 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16489.042969 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16489.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16572.443359 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16572.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16590.839844 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16590.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16590.839844 Penalty: 1886.668823
	Iteration 6F: 3 clusters Score -16590.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23924.783203 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23924.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24124.779297 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24124.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24213.916016 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -24213.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24258.773438 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24258.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24279.113281 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24279.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24281.363281 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24281.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24281.363281 Penalty: 1749.960938
	Iteration 6F: 3 clusters Score -24281.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -762573.875000 Penalty: 1408.386108
	Iteration 0F: 2 clusters Score -762573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -758048.750000 Penalty: 2816.772217
	Iteration 0F: 3 clusters Score -758048.8 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -759334.375000 Penalty: 2816.772217
	Iteration 1F: 3 clusters Score -759334.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -759496.000000 Penalty: 2816.772217
	Iteration 2F: 3 clusters Score -759496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -759608.250000 Penalty: 2816.772217
	Iteration 3Q: 3 clusters Score -759608.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -759703.437500 Penalty: 2816.772217
	Iteration 4Q: 3 clusters Score -759703.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -759782.187500 Penalty: 2816.772217
	Iteration 5Q: 3 clusters Score -759782.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -759861.937500 Penalty: 2816.772217
	Iteration 6Q: 3 clusters Score -759861.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -759957.687500 Penalty: 2816.772217
	Iteration 7Q: 3 clusters Score -759957.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -760062.375000 Penalty: 2816.772217
	Iteration 8Q: 3 clusters Score -760062.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -760182.562500 Penalty: 2816.772217
	Iteration 9Q: 3 clusters Score -760182.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -760336.062500 Penalty: 2816.772217
	Iteration 10Q: 3 clusters Score -760336.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -760507.812500 Penalty: 2816.772217
	Iteration 11Q: 3 clusters Score -760507.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -760710.250000 Penalty: 2816.772217
	Iteration 12Q: 3 clusters Score -760710.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -760916.312500 Penalty: 2816.772217
	Iteration 13Q: 3 clusters Score -760916.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -761134.250000 Penalty: 2816.772217
	Iteration 14Q: 3 clusters Score -761134.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -761304.937500 Penalty: 2816.772217
	Iteration 15Q: 3 clusters Score -761304.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -761425.312500 Penalty: 2816.772217
	Iteration 16Q: 3 clusters Score -761425.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -761532.125000 Penalty: 2816.772217
	Iteration 17Q: 3 clusters Score -761532.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -761601.437500 Penalty: 2816.772217
	Iteration 18Q: 3 clusters Score -761601.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -761670.375000 Penalty: 2816.772217
	Iteration 19Q: 3 clusters Score -761670.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -761719.687500 Penalty: 2816.772217
	Iteration 20F: 3 clusters Score -761719.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -761760.750000 Penalty: 2816.772217
	Iteration 21Q: 3 clusters Score -761760.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -761786.875000 Penalty: 2816.772217
	Iteration 22Q: 3 clusters Score -761786.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -761807.062500 Penalty: 2816.772217
	Iteration 23Q: 3 clusters Score -761807.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -761816.750000 Penalty: 2816.772217
	Iteration 24Q: 3 clusters Score -761816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -761824.625000 Penalty: 2816.772217
	Iteration 25Q: 3 clusters Score -761824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -761828.687500 Penalty: 2816.772217
	Iteration 26Q: 3 clusters Score -761828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -761832.312500 Penalty: 2816.772217
	Iteration 27Q: 3 clusters Score -761832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -761834.937500 Penalty: 2816.772217
	Iteration 28Q: 3 clusters Score -761834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -761837.125000 Penalty: 2816.772217
	Iteration 29Q: 3 clusters Score -761837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -761840.375000 Penalty: 2816.772217
	Iteration 30Q: 3 clusters Score -761840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -761841.375000 Penalty: 2816.772217
	Iteration 31Q: 3 clusters Score -761841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -761841.875000 Penalty: 2816.772217
	Iteration 32Q: 3 clusters Score -761841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -761843.500000 Penalty: 2816.772217
	Iteration 33Q: 3 clusters Score -761843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -761845.062500 Penalty: 2816.772217
	Iteration 34Q: 3 clusters Score -761845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -761844.500000 Penalty: 2816.772217
	Iteration 35Q: 3 clusters Score -761844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -761844.437500 Penalty: 2816.772217
	Iteration 36Q: 3 clusters Score -761844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -761844.437500 Penalty: 2816.772217
	Iteration 37F: 3 clusters Score -761844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -1245832.750000 Penalty: 1492.516235
	Iteration 0F: 2 clusters Score -1245833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1238804.500000 Penalty: 2985.032471
	Iteration 0F: 3 clusters Score -1238804 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1241103.875000 Penalty: 2985.032471
	Iteration 1F: 3 clusters Score -1241104 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1241445.250000 Penalty: 2985.032471
	Iteration 2F: 3 clusters Score -1241445 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1241767.875000 Penalty: 2985.032471
	Iteration 3F: 3 clusters Score -1241768 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1242114.125000 Penalty: 2985.032471
	Iteration 4F: 3 clusters Score -1242114 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1242479.500000 Penalty: 2985.032471
	Iteration 5F: 3 clusters Score -1242480 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1242931.875000 Penalty: 2985.032471
	Iteration 6F: 3 clusters Score -1242932 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1243436.375000 Penalty: 2985.032471
	Iteration 7F: 3 clusters Score -1243436 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1243884.500000 Penalty: 2985.032471
	Iteration 8F: 3 clusters Score -1243884 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1244209.750000 Penalty: 2985.032471
	Iteration 9Q: 3 clusters Score -1244210 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1244479.750000 Penalty: 2985.032471
	Iteration 10Q: 3 clusters Score -1244480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1244629.375000 Penalty: 2985.032471
	Iteration 11Q: 3 clusters Score -1244629 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1244721.500000 Penalty: 2985.032471
	Iteration 12Q: 3 clusters Score -1244722 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1244782.500000 Penalty: 2985.032471
	Iteration 13Q: 3 clusters Score -1244782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1244820.500000 Penalty: 2985.032471
	Iteration 14Q: 3 clusters Score -1244820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1244869.875000 Penalty: 2985.032471
	Iteration 15Q: 3 clusters Score -1244870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1244937.625000 Penalty: 2985.032471
	Iteration 16Q: 3 clusters Score -1244938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1244999.750000 Penalty: 2985.032471
	Iteration 17Q: 3 clusters Score -1245000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1245076.500000 Penalty: 2985.032471
	Iteration 18Q: 3 clusters Score -1245076 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1245192.875000 Penalty: 2985.032471
	Iteration 19Q: 3 clusters Score -1245193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1245285.500000 Penalty: 2985.032471
	Iteration 20F: 3 clusters Score -1245286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1245348.250000 Penalty: 2985.032471
	Iteration 21Q: 3 clusters Score -1245348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1245377.875000 Penalty: 2985.032471
	Iteration 22Q: 3 clusters Score -1245378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1245397.625000 Penalty: 2985.032471
	Iteration 23Q: 3 clusters Score -1245398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1245410.125000 Penalty: 2985.032471
	Iteration 24Q: 3 clusters Score -1245410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1245418.500000 Penalty: 2985.032471
	Iteration 25Q: 3 clusters Score -1245418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1245422.750000 Penalty: 2985.032471
	Iteration 26Q: 3 clusters Score -1245423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1245424.500000 Penalty: 2985.032471
	Iteration 27Q: 3 clusters Score -1245424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1245427.125000 Penalty: 2985.032471
	Iteration 28Q: 3 clusters Score -1245427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1245427.750000 Penalty: 2985.032471
	Iteration 29Q: 3 clusters Score -1245428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1245433.625000 Penalty: 2985.032471
	Iteration 30Q: 3 clusters Score -1245434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1245434.500000 Penalty: 2985.032471
	Iteration 31Q: 3 clusters Score -1245434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1245435.875000 Penalty: 2985.032471
	Iteration 32Q: 3 clusters Score -1245436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1245437.500000 Penalty: 2985.032471
	Iteration 33Q: 3 clusters Score -1245438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1245437.375000 Penalty: 2985.032471
	Iteration 34Q: 3 clusters Score -1245437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1245437.375000 Penalty: 2985.032471
	Iteration 35F: 3 clusters Score -1245437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Entering Unmasked Estep 
Score: -3122589.000000 Penalty: 1639.282227
	Iteration 0F: 2 clusters Score -3122589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3106247.750000 Penalty: 3278.564453
	Iteration 0F: 3 clusters Score -3106248 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3112233.250000 Penalty: 3278.564453
	Iteration 1F: 3 clusters Score -3112233 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3112659.750000 Penalty: 3278.564453
	Iteration 2Q: 3 clusters Score -3112660 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3113080.500000 Penalty: 3278.564453
	Iteration 3Q: 3 clusters Score -3113080 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3113562.250000 Penalty: 3278.564453
	Iteration 4Q: 3 clusters Score -3113562 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3114144.250000 Penalty: 3278.564453
	Iteration 5Q: 3 clusters Score -3114144 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3114835.500000 Penalty: 3278.564453
	Iteration 6Q: 3 clusters Score -3114836 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3115633.000000 Penalty: 3278.564453
	Iteration 7F: 3 clusters Score -3115633 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3116461.500000 Penalty: 3278.564453
	Iteration 8F: 3 clusters Score -3116462 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3117274.750000 Penalty: 3278.564453
	Iteration 9Q: 3 clusters Score -3117275 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3117989.000000 Penalty: 3278.564453
	Iteration 10Q: 3 clusters Score -3117989 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3118480.500000 Penalty: 3278.564453
	Iteration 11Q: 3 clusters Score -3118480 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3118815.750000 Penalty: 3278.564453
	Iteration 12Q: 3 clusters Score -3118816 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3119027.750000 Penalty: 3278.564453
	Iteration 13Q: 3 clusters Score -3119028 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3119234.250000 Penalty: 3278.564453
	Iteration 14Q: 3 clusters Score -3119234 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3119394.250000 Penalty: 3278.564453
	Iteration 15Q: 3 clusters Score -3119394 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3119512.000000 Penalty: 3278.564453
	Iteration 16Q: 3 clusters Score -3119512 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3119604.750000 Penalty: 3278.564453
	Iteration 17Q: 3 clusters Score -3119605 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3119672.250000 Penalty: 3278.564453
	Iteration 18Q: 3 clusters Score -3119672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3119735.750000 Penalty: 3278.564453
	Iteration 19Q: 3 clusters Score -3119736 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3119782.250000 Penalty: 3278.564453
	Iteration 20F: 3 clusters Score -3119782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3119807.000000 Penalty: 3278.564453
	Iteration 21Q: 3 clusters Score -3119807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3119852.250000 Penalty: 3278.564453
	Iteration 22Q: 3 clusters Score -3119852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3119887.000000 Penalty: 3278.564453
	Iteration 23Q: 3 clusters Score -3119887 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3119934.250000 Penalty: 3278.564453
	Iteration 24Q: 3 clusters Score -3119934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3119974.250000 Penalty: 3278.564453
	Iteration 25Q: 3 clusters Score -3119974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3120018.500000 Penalty: 3278.564453
	Iteration 26Q: 3 clusters Score -3120018 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3120045.000000 Penalty: 3278.564453
	Iteration 27Q: 3 clusters Score -3120045 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3120082.500000 Penalty: 3278.564453
	Iteration 28Q: 3 clusters Score -3120082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3120122.250000 Penalty: 3278.564453
	Iteration 29Q: 3 clusters Score -3120122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3120153.000000 Penalty: 3278.564453
	Iteration 30Q: 3 clusters Score -3120153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3120191.500000 Penalty: 3278.564453
	Iteration 31Q: 3 clusters Score -3120192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3120222.750000 Penalty: 3278.564453
	Iteration 32Q: 3 clusters Score -3120223 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3120261.000000 Penalty: 3278.564453
	Iteration 33Q: 3 clusters Score -3120261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3120307.500000 Penalty: 3278.564453
	Iteration 34Q: 3 clusters Score -3120308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3120361.250000 Penalty: 3278.564453
	Iteration 35Q: 3 clusters Score -3120361 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3120411.000000 Penalty: 3278.564453
	Iteration 36Q: 3 clusters Score -3120411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3120456.750000 Penalty: 3278.564453
	Iteration 37Q: 3 clusters Score -3120457 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3120510.750000 Penalty: 3278.564453
	Iteration 38Q: 3 clusters Score -3120511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3120548.000000 Penalty: 3278.564453
	Iteration 39Q: 3 clusters Score -3120548 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3120594.250000 Penalty: 3278.564453
	Iteration 40F: 3 clusters Score -3120594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3120641.000000 Penalty: 3278.564453
	Iteration 41Q: 3 clusters Score -3120641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3120687.000000 Penalty: 3278.564453
	Iteration 42Q: 3 clusters Score -3120687 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3120732.250000 Penalty: 3278.564453
	Iteration 43Q: 3 clusters Score -3120732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3120772.250000 Penalty: 3278.564453
	Iteration 44Q: 3 clusters Score -3120772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3120800.500000 Penalty: 3278.564453
	Iteration 45Q: 3 clusters Score -3120800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3120842.250000 Penalty: 3278.564453
	Iteration 46Q: 3 clusters Score -3120842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3120892.500000 Penalty: 3278.564453
	Iteration 47Q: 3 clusters Score -3120892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3120942.000000 Penalty: 3278.564453
	Iteration 48Q: 3 clusters Score -3120942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3120980.250000 Penalty: 3278.564453
	Iteration 49Q: 3 clusters Score -3120980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3121015.500000 Penalty: 3278.564453
	Iteration 50Q: 3 clusters Score -3121016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3121059.750000 Penalty: 3278.564453
	Iteration 51Q: 3 clusters Score -3121060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3121080.250000 Penalty: 3278.564453
	Iteration 52Q: 3 clusters Score -3121080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3121096.750000 Penalty: 3278.564453
	Iteration 53Q: 3 clusters Score -3121097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3121129.250000 Penalty: 3278.564453
	Iteration 54Q: 3 clusters Score -3121129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3121144.250000 Penalty: 3278.564453
	Iteration 55Q: 3 clusters Score -3121144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3121156.750000 Penalty: 3278.564453
	Iteration 56Q: 3 clusters Score -3121157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3121166.250000 Penalty: 3278.564453
	Iteration 57Q: 3 clusters Score -3121166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3121178.000000 Penalty: 3278.564453
	Iteration 58Q: 3 clusters Score -3121178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3121190.500000 Penalty: 3278.564453
	Iteration 59Q: 3 clusters Score -3121190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3121194.250000 Penalty: 3278.564453
	Iteration 60F: 3 clusters Score -3121194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3121200.250000 Penalty: 3278.564453
	Iteration 61Q: 3 clusters Score -3121200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3121203.750000 Penalty: 3278.564453
	Iteration 62Q: 3 clusters Score -3121204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3121204.500000 Penalty: 3278.564453
	Iteration 63Q: 3 clusters Score -3121204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3121209.500000 Penalty: 3278.564453
	Iteration 64Q: 3 clusters Score -3121210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3121209.500000 Penalty: 3278.564453
	Iteration 65Q: 3 clusters Score -3121210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3121211.750000 Penalty: 3278.564453
	Iteration 66Q: 3 clusters Score -3121212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3121213.000000 Penalty: 3278.564453
	Iteration 67Q: 3 clusters Score -3121213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3121213.000000 Penalty: 3278.564453
	Iteration 68F: 3 clusters Score -3121213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -440330.562500 Penalty: 1325.898438
	Iteration 0F: 2 clusters Score -440330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -437359.218750 Penalty: 2651.796875
	Iteration 0F: 3 clusters Score -437359.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -438220.562500 Penalty: 2651.796875
	Iteration 1F: 3 clusters Score -438220.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -438461.375000 Penalty: 2651.796875
	Iteration 2F: 3 clusters Score -438461.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -438630.437500 Penalty: 2651.796875
	Iteration 3F: 3 clusters Score -438630.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -438774.468750 Penalty: 2651.796875
	Iteration 4F: 3 clusters Score -438774.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -438877.343750 Penalty: 2651.796875
	Iteration 5Q: 3 clusters Score -438877.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -438976.531250 Penalty: 2651.796875
	Iteration 6Q: 3 clusters Score -438976.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -439065.281250 Penalty: 2651.796875
	Iteration 7Q: 3 clusters Score -439065.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -439136.812500 Penalty: 2651.796875
	Iteration 8Q: 3 clusters Score -439136.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -439213.562500 Penalty: 2651.796875
	Iteration 9Q: 3 clusters Score -439213.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -439280.437500 Penalty: 2651.796875
	Iteration 10Q: 3 clusters Score -439280.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -439328.593750 Penalty: 2651.796875
	Iteration 11Q: 3 clusters Score -439328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -439367.468750 Penalty: 2651.796875
	Iteration 12Q: 3 clusters Score -439367.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -439394.062500 Penalty: 2651.796875
	Iteration 13Q: 3 clusters Score -439394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -439414.937500 Penalty: 2651.796875
	Iteration 14Q: 3 clusters Score -439414.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -439427.187500 Penalty: 2651.796875
	Iteration 15Q: 3 clusters Score -439427.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -439436.593750 Penalty: 2651.796875
	Iteration 16Q: 3 clusters Score -439436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -439443.968750 Penalty: 2651.796875
	Iteration 17Q: 3 clusters Score -439444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -439451.750000 Penalty: 2651.796875
	Iteration 18Q: 3 clusters Score -439451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -439459.125000 Penalty: 2651.796875
	Iteration 19Q: 3 clusters Score -439459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -439464.687500 Penalty: 2651.796875
	Iteration 20F: 3 clusters Score -439464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -439471.531250 Penalty: 2651.796875
	Iteration 21Q: 3 clusters Score -439471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -439477.750000 Penalty: 2651.796875
	Iteration 22Q: 3 clusters Score -439477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -439480.250000 Penalty: 2651.796875
	Iteration 23Q: 3 clusters Score -439480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -439484.343750 Penalty: 2651.796875
	Iteration 24Q: 3 clusters Score -439484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -439486.937500 Penalty: 2651.796875
	Iteration 25Q: 3 clusters Score -439486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -439490.500000 Penalty: 2651.796875
	Iteration 26Q: 3 clusters Score -439490.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -439496.750000 Penalty: 2651.796875
	Iteration 27Q: 3 clusters Score -439496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -439503.687500 Penalty: 2651.796875
	Iteration 28Q: 3 clusters Score -439503.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -439520.187500 Penalty: 2651.796875
	Iteration 29Q: 3 clusters Score -439520.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -439533.187500 Penalty: 2651.796875
	Iteration 30Q: 3 clusters Score -439533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -439537.468750 Penalty: 2651.796875
	Iteration 31Q: 3 clusters Score -439537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -439538.718750 Penalty: 2651.796875
	Iteration 32Q: 3 clusters Score -439538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -439539.312500 Penalty: 2651.796875
	Iteration 33Q: 3 clusters Score -439539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -439542.218750 Penalty: 2651.796875
	Iteration 34Q: 3 clusters Score -439542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -439543.156250 Penalty: 2651.796875
	Iteration 35Q: 3 clusters Score -439543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -439544.562500 Penalty: 2651.796875
	Iteration 36Q: 3 clusters Score -439544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -439544.406250 Penalty: 2651.796875
	Iteration 37Q: 3 clusters Score -439544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -439544.406250 Penalty: 2651.796875
	Iteration 38F: 3 clusters Score -439544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41948.230469 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41948.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41083.972656 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41083.97 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41377.371094 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41377.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41608.054688 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41608.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41657.355469 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -41657.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41674.804688 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41677.468750 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41677.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41679.144531 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41679.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41681.285156 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41681.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41681.285156 Penalty: 1927.116455
	Iteration 8F: 3 clusters Score -41681.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Entering Unmasked Estep 
Score: -7281862.500000 Penalty: 1771.026733
	Iteration 0F: 2 clusters Score -7281862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7246847.500000 Penalty: 3542.053467
	Iteration 0F: 3 clusters Score -7246848 nChanged 25509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -7261869.000000 Penalty: 3542.053467
	Iteration 1F: 3 clusters Score -7261869 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7262639.500000 Penalty: 3542.053467
	Iteration 2Q: 3 clusters Score -7262640 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7263573.500000 Penalty: 3542.053467
	Iteration 3Q: 3 clusters Score -7263574 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -7264718.500000 Penalty: 3542.053467
	Iteration 4Q: 3 clusters Score -7264718 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -7266277.500000 Penalty: 3542.053467
	Iteration 5F: 3 clusters Score -7266278 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -7268100.500000 Penalty: 3542.053467
	Iteration 6F: 3 clusters Score -7268100 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7270304.500000 Penalty: 3542.053467
	Iteration 7F: 3 clusters Score -7270304 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -7272636.000000 Penalty: 3542.053467
	Iteration 8F: 3 clusters Score -7272636 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7274708.500000 Penalty: 3542.053467
	Iteration 9F: 3 clusters Score -7274708 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -7275998.000000 Penalty: 3542.053467
	Iteration 10Q: 3 clusters Score -7275998 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7276691.500000 Penalty: 3542.053467
	Iteration 11Q: 3 clusters Score -7276692 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7277183.500000 Penalty: 3542.053467
	Iteration 12Q: 3 clusters Score -7277184 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -7277475.500000 Penalty: 3542.053467
	Iteration 13Q: 3 clusters Score -7277476 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7277761.500000 Penalty: 3542.053467
	Iteration 14Q: 3 clusters Score -7277762 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7277977.000000 Penalty: 3542.053467
	Iteration 15Q: 3 clusters Score -7277977 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -7278134.000000 Penalty: 3542.053467
	Iteration 16Q: 3 clusters Score -7278134 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -7278309.500000 Penalty: 3542.053467
	Iteration 17Q: 3 clusters Score -7278310 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -7278453.500000 Penalty: 3542.053467
	Iteration 18Q: 3 clusters Score -7278454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -7278542.000000 Penalty: 3542.053467
	Iteration 19Q: 3 clusters Score -7278542 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -7278643.000000 Penalty: 3542.053467
	Iteration 20F: 3 clusters Score -7278643 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -7278698.500000 Penalty: 3542.053467
	Iteration 21Q: 3 clusters Score -7278698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -7278785.500000 Penalty: 3542.053467
	Iteration 22Q: 3 clusters Score -7278786 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -7278846.000000 Penalty: 3542.053467
	Iteration 23Q: 3 clusters Score -7278846 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -7278923.500000 Penalty: 3542.053467
	Iteration 24Q: 3 clusters Score -7278924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -7279004.500000 Penalty: 3542.053467
	Iteration 25Q: 3 clusters Score -7279004 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -7279050.500000 Penalty: 3542.053467
	Iteration 26Q: 3 clusters Score -7279050 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -7279113.000000 Penalty: 3542.053467
	Iteration 27Q: 3 clusters Score -7279113 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -7279155.500000 Penalty: 3542.053467
	Iteration 28Q: 3 clusters Score -7279156 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -7279203.500000 Penalty: 3542.053467
	Iteration 29Q: 3 clusters Score -7279204 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7279276.000000 Penalty: 3542.053467
	Iteration 30Q: 3 clusters Score -7279276 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -7279331.000000 Penalty: 3542.053467
	Iteration 31Q: 3 clusters Score -7279331 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -7279405.500000 Penalty: 3542.053467
	Iteration 32Q: 3 clusters Score -7279406 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -7279428.500000 Penalty: 3542.053467
	Iteration 33Q: 3 clusters Score -7279428 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -7279464.000000 Penalty: 3542.053467
	Iteration 34Q: 3 clusters Score -7279464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -7279516.500000 Penalty: 3542.053467
	Iteration 35Q: 3 clusters Score -7279516 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -7279566.000000 Penalty: 3542.053467
	Iteration 36Q: 3 clusters Score -7279566 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -7279623.000000 Penalty: 3542.053467
	Iteration 37Q: 3 clusters Score -7279623 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -7279672.500000 Penalty: 3542.053467
	Iteration 38Q: 3 clusters Score -7279672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -7279709.500000 Penalty: 3542.053467
	Iteration 39Q: 3 clusters Score -7279710 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7279744.500000 Penalty: 3542.053467
	Iteration 40F: 3 clusters Score -7279744 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -7279798.500000 Penalty: 3542.053467
	Iteration 41Q: 3 clusters Score -7279798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -7279844.000000 Penalty: 3542.053467
	Iteration 42Q: 3 clusters Score -7279844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -7279899.000000 Penalty: 3542.053467
	Iteration 43Q: 3 clusters Score -7279899 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -7279953.500000 Penalty: 3542.053467
	Iteration 44Q: 3 clusters Score -7279954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7280008.000000 Penalty: 3542.053467
	Iteration 45Q: 3 clusters Score -7280008 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -7280060.500000 Penalty: 3542.053467
	Iteration 46Q: 3 clusters Score -7280060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -7280111.500000 Penalty: 3542.053467
	Iteration 47Q: 3 clusters Score -7280112 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7280186.500000 Penalty: 3542.053467
	Iteration 48Q: 3 clusters Score -7280186 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -7280204.500000 Penalty: 3542.053467
	Iteration 49Q: 3 clusters Score -7280204 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -7280245.500000 Penalty: 3542.053467
	Iteration 50Q: 3 clusters Score -7280246 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -7280277.000000 Penalty: 3542.053467
	Iteration 51Q: 3 clusters Score -7280277 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -7280311.000000 Penalty: 3542.053467
	Iteration 52Q: 3 clusters Score -7280311 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -7280354.500000 Penalty: 3542.053467
	Iteration 53Q: 3 clusters Score -7280354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -7280393.500000 Penalty: 3542.053467
	Iteration 54Q: 3 clusters Score -7280394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -7280426.500000 Penalty: 3542.053467
	Iteration 55Q: 3 clusters Score -7280426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -7280453.000000 Penalty: 3542.053467
	Iteration 56Q: 3 clusters Score -7280453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -7280463.000000 Penalty: 3542.053467
	Iteration 57Q: 3 clusters Score -7280463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7280457.000000 Penalty: 3542.053467
	Iteration 58Q: 3 clusters Score -7280457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -7280473.500000 Penalty: 3542.053467
	Iteration 59Q: 3 clusters Score -7280474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -7280488.500000 Penalty: 3542.053467
	Iteration 60F: 3 clusters Score -7280488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7280499.500000 Penalty: 3542.053467
	Iteration 61Q: 3 clusters Score -7280500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7280493.500000 Penalty: 3542.053467
	Iteration 62Q: 3 clusters Score -7280494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -7280501.500000 Penalty: 3542.053467
	Iteration 63Q: 3 clusters Score -7280502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -7280512.000000 Penalty: 3542.053467
	Iteration 64Q: 3 clusters Score -7280512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -7280531.500000 Penalty: 3542.053467
	Iteration 65Q: 3 clusters Score -7280532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -7280529.000000 Penalty: 3542.053467
	Iteration 66Q: 3 clusters Score -7280529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7280521.500000 Penalty: 3542.053467
	Iteration 67Q: 3 clusters Score -7280522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -7280523.000000 Penalty: 3542.053467
	Iteration 68Q: 3 clusters Score -7280523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7280518.500000 Penalty: 3542.053467
	Iteration 69Q: 3 clusters Score -7280518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7280520.500000 Penalty: 3542.053467
	Iteration 70Q: 3 clusters Score -7280520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7280523.500000 Penalty: 3542.053467
	Iteration 71Q: 3 clusters Score -7280524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -7280524.500000 Penalty: 3542.053467
	Iteration 72Q: 3 clusters Score -7280524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -7280527.500000 Penalty: 3542.053467
	Iteration 73Q: 3 clusters Score -7280528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7280541.000000 Penalty: 3542.053467
	Iteration 74Q: 3 clusters Score -7280541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -7280541.500000 Penalty: 3542.053467
	Iteration 75Q: 3 clusters Score -7280542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -7280542.500000 Penalty: 3542.053467
	Iteration 76Q: 3 clusters Score -7280542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -7280543.500000 Penalty: 3542.053467
	Iteration 77Q: 3 clusters Score -7280544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -7280545.000000 Penalty: 3542.053467
	Iteration 78Q: 3 clusters Score -7280545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7280546.000000 Penalty: 3542.053467
	Iteration 79Q: 3 clusters Score -7280546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -7280546.500000 Penalty: 3542.053467
	Iteration 80F: 3 clusters Score -7280546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7280543.500000 Penalty: 3542.053467
	Iteration 81Q: 3 clusters Score -7280544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -7280550.000000 Penalty: 3542.053467
	Iteration 82Q: 3 clusters Score -7280550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7280545.000000 Penalty: 3542.053467
	Iteration 83Q: 3 clusters Score -7280545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -7280560.500000 Penalty: 3542.053467
	Iteration 84Q: 3 clusters Score -7280560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -7280568.000000 Penalty: 3542.053467
	Iteration 85Q: 3 clusters Score -7280568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -7280571.500000 Penalty: 3542.053467
	Iteration 86Q: 3 clusters Score -7280572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -7280574.000000 Penalty: 3542.053467
	Iteration 87Q: 3 clusters Score -7280574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7280570.000000 Penalty: 3542.053467
	Iteration 88Q: 3 clusters Score -7280570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -7280578.000000 Penalty: 3542.053467
	Iteration 89Q: 3 clusters Score -7280578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7280583.000000 Penalty: 3542.053467
	Iteration 90Q: 3 clusters Score -7280583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -7280581.500000 Penalty: 3542.053467
	Iteration 91Q: 3 clusters Score -7280582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7280583.000000 Penalty: 3542.053467
	Iteration 92Q: 3 clusters Score -7280583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -7280579.000000 Penalty: 3542.053467
	Iteration 93Q: 3 clusters Score -7280579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -7280577.500000 Penalty: 3542.053467
	Iteration 94Q: 3 clusters Score -7280578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -7280577.500000 Penalty: 3542.053467
	Iteration 95F: 3 clusters Score -7280578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22566.628906 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22566.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22708.160156 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22708.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22739.724609 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -22739.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22770.751953 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22770.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22799.927734 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22799.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22844.644531 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22844.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22868.314453 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22868.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22888.917969 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22888.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22893.238281 Penalty: 1798.351562
	Iteration 8Q: 3 clusters Score -22893.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22893.238281 Penalty: 1798.351562
	Iteration 9F: 3 clusters Score -22893.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38243.210938 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38243.21 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38485.234375 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38485.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38589.632812 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38589.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38658.710938 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -38658.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38675.308594 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38675.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38689.511719 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38689.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38690.488281 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38690.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38690.488281 Penalty: 1988.381592
	Iteration 7F: 3 clusters Score -38690.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -224953.078125 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -224953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223236.390625 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -223236.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223613.437500 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -223613.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223716.328125 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -223716.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223757.796875 Penalty: 2354.141846
	Iteration 3Q: 3 clusters Score -223757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223780.453125 Penalty: 2354.141846
	Iteration 4Q: 3 clusters Score -223780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -223804.906250 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -223804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -223830.906250 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -223830.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223854.093750 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -223854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223865.156250 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -223865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -223875.093750 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -223875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223882.218750 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -223882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -223888.515625 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -223888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -223892.937500 Penalty: 2354.141846
	Iteration 12Q: 3 clusters Score -223892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -223896.734375 Penalty: 2354.141846
	Iteration 13Q: 3 clusters Score -223896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -223900.875000 Penalty: 2354.141846
	Iteration 14Q: 3 clusters Score -223900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -223903.343750 Penalty: 2354.141846
	Iteration 15Q: 3 clusters Score -223903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -223903.578125 Penalty: 2354.141846
	Iteration 16Q: 3 clusters Score -223903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -223903.578125 Penalty: 2354.141846
	Iteration 17F: 3 clusters Score -223903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15548.765625 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15548.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15856.936523 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15856.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16083.080078 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -16083.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16114.558594 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -16114.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16123.359375 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -16123.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16142.746094 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16142.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16174.777344 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16174.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16197.236328 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -16197.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16206.445312 Penalty: 1813.412231
	Iteration 8Q: 3 clusters Score -16206.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16206.445312 Penalty: 1813.412231
	Iteration 9F: 3 clusters Score -16206.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112428.195312 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -112428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111147.023438 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -111147 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111429.437500 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -111429.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111501.726562 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -111501.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111549.531250 Penalty: 2170.869873
	Iteration 3Q: 3 clusters Score -111549.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111565.476562 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -111565.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111582.484375 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -111582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111598.585938 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -111598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111617.296875 Penalty: 2170.869873
	Iteration 7Q: 3 clusters Score -111617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111626.828125 Penalty: 2170.869873
	Iteration 8Q: 3 clusters Score -111626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111641.484375 Penalty: 2170.869873
	Iteration 9Q: 3 clusters Score -111641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111654.203125 Penalty: 2170.869873
	Iteration 10Q: 3 clusters Score -111654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111658.960938 Penalty: 2170.869873
	Iteration 11Q: 3 clusters Score -111659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111659.273438 Penalty: 2170.869873
	Iteration 12Q: 3 clusters Score -111659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111672.515625 Penalty: 2170.869873
	Iteration 13Q: 3 clusters Score -111672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111680.750000 Penalty: 2170.869873
	Iteration 14Q: 3 clusters Score -111680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111695.687500 Penalty: 2170.869873
	Iteration 15Q: 3 clusters Score -111695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111710.390625 Penalty: 2170.869873
	Iteration 16Q: 3 clusters Score -111710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111726.281250 Penalty: 2170.869873
	Iteration 17Q: 3 clusters Score -111726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111746.851562 Penalty: 2170.869873
	Iteration 18Q: 3 clusters Score -111746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111768.851562 Penalty: 2170.869873
	Iteration 19Q: 3 clusters Score -111768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111792.851562 Penalty: 2170.869873
	Iteration 20F: 3 clusters Score -111792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111811.468750 Penalty: 2170.869873
	Iteration 21Q: 3 clusters Score -111811.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111830.898438 Penalty: 2170.869873
	Iteration 22Q: 3 clusters Score -111830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111843.242188 Penalty: 2170.869873
	Iteration 23Q: 3 clusters Score -111843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111847.304688 Penalty: 2170.869873
	Iteration 24Q: 3 clusters Score -111847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111847.953125 Penalty: 2170.869873
	Iteration 25Q: 3 clusters Score -111848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111847.953125 Penalty: 2170.869873
	Iteration 26F: 3 clusters Score -111848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Entering Unmasked Estep 
Score: -8383986.000000 Penalty: 1795.299438
	Iteration 0F: 2 clusters Score -8383986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -8344847.500000 Penalty: 3590.598877
	Iteration 0F: 3 clusters Score -8344848 nChanged 29715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -8362085.000000 Penalty: 3590.598877
	Iteration 1F: 3 clusters Score -8362085 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -8362865.000000 Penalty: 3590.598877
	Iteration 2Q: 3 clusters Score -8362865 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8363969.000000 Penalty: 3590.598877
	Iteration 3Q: 3 clusters Score -8363969 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8365757.000000 Penalty: 3590.598877
	Iteration 4F: 3 clusters Score -8365757 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8368476.500000 Penalty: 3590.598877
	Iteration 5F: 3 clusters Score -8368476 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -8371867.500000 Penalty: 3590.598877
	Iteration 6F: 3 clusters Score -8371868 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -8375071.500000 Penalty: 3590.598877
	Iteration 7F: 3 clusters Score -8375072 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -8377133.000000 Penalty: 3590.598877
	Iteration 8Q: 3 clusters Score -8377133 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -8378406.500000 Penalty: 3590.598877
	Iteration 9Q: 3 clusters Score -8378406 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -8379141.500000 Penalty: 3590.598877
	Iteration 10Q: 3 clusters Score -8379142 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8379746.500000 Penalty: 3590.598877
	Iteration 11Q: 3 clusters Score -8379746 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -8380138.000000 Penalty: 3590.598877
	Iteration 12Q: 3 clusters Score -8380138 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -8380529.000000 Penalty: 3590.598877
	Iteration 13Q: 3 clusters Score -8380529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -8380810.500000 Penalty: 3590.598877
	Iteration 14Q: 3 clusters Score -8380810 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -8381031.500000 Penalty: 3590.598877
	Iteration 15Q: 3 clusters Score -8381032 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -8381187.500000 Penalty: 3590.598877
	Iteration 16Q: 3 clusters Score -8381188 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -8381310.500000 Penalty: 3590.598877
	Iteration 17Q: 3 clusters Score -8381310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -8381462.000000 Penalty: 3590.598877
	Iteration 18Q: 3 clusters Score -8381462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8381576.000000 Penalty: 3590.598877
	Iteration 19Q: 3 clusters Score -8381576 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -8381711.500000 Penalty: 3590.598877
	Iteration 20F: 3 clusters Score -8381712 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -8381818.000000 Penalty: 3590.598877
	Iteration 21Q: 3 clusters Score -8381818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -8381865.500000 Penalty: 3590.598877
	Iteration 22Q: 3 clusters Score -8381866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8381901.500000 Penalty: 3590.598877
	Iteration 23Q: 3 clusters Score -8381902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -8381929.000000 Penalty: 3590.598877
	Iteration 24Q: 3 clusters Score -8381929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -8381978.000000 Penalty: 3590.598877
	Iteration 25Q: 3 clusters Score -8381978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -8382027.000000 Penalty: 3590.598877
	Iteration 26Q: 3 clusters Score -8382027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -8382053.000000 Penalty: 3590.598877
	Iteration 27Q: 3 clusters Score -8382053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -8382109.000000 Penalty: 3590.598877
	Iteration 28Q: 3 clusters Score -8382109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -8382148.500000 Penalty: 3590.598877
	Iteration 29Q: 3 clusters Score -8382148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -8382170.000000 Penalty: 3590.598877
	Iteration 30Q: 3 clusters Score -8382170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -8382196.500000 Penalty: 3590.598877
	Iteration 31Q: 3 clusters Score -8382196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -8382204.000000 Penalty: 3590.598877
	Iteration 32Q: 3 clusters Score -8382204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8382219.000000 Penalty: 3590.598877
	Iteration 33Q: 3 clusters Score -8382219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -8382237.000000 Penalty: 3590.598877
	Iteration 34Q: 3 clusters Score -8382237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -8382253.500000 Penalty: 3590.598877
	Iteration 35Q: 3 clusters Score -8382254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -8382269.000000 Penalty: 3590.598877
	Iteration 36Q: 3 clusters Score -8382269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -8382285.500000 Penalty: 3590.598877
	Iteration 37Q: 3 clusters Score -8382286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -8382302.000000 Penalty: 3590.598877
	Iteration 38Q: 3 clusters Score -8382302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -8382312.500000 Penalty: 3590.598877
	Iteration 39Q: 3 clusters Score -8382312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -8382313.000000 Penalty: 3590.598877
	Iteration 40F: 3 clusters Score -8382313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -8382325.000000 Penalty: 3590.598877
	Iteration 41Q: 3 clusters Score -8382325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -8382340.000000 Penalty: 3590.598877
	Iteration 42Q: 3 clusters Score -8382340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -8382344.500000 Penalty: 3590.598877
	Iteration 43Q: 3 clusters Score -8382344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -8382347.500000 Penalty: 3590.598877
	Iteration 44Q: 3 clusters Score -8382348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -8382348.500000 Penalty: 3590.598877
	Iteration 45Q: 3 clusters Score -8382348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -8382352.500000 Penalty: 3590.598877
	Iteration 46Q: 3 clusters Score -8382352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8382349.500000 Penalty: 3590.598877
	Iteration 47Q: 3 clusters Score -8382350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -8382344.000000 Penalty: 3590.598877
	Iteration 48Q: 3 clusters Score -8382344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -8382344.000000 Penalty: 3590.598877
	Iteration 49F: 3 clusters Score -8382344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -41464.308594 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -41464.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40609.648438 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -40609.65 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40768.988281 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -40768.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40809.226562 Penalty: 1921.888550
	Iteration 2Q: 3 clusters Score -40809.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40821.070312 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -40821.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40830.082031 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -40830.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40837.128906 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -40837.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40839.281250 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -40839.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40841.425781 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -40841.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40844.273438 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -40844.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40848.195312 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -40848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40849.609375 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -40849.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40849.609375 Penalty: 1921.888550
	Iteration 11F: 3 clusters Score -40849.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -35995.343750 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -35995.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35053.253906 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -35053.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35301.484375 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -35301.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35618.464844 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -35618.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35824.230469 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -35824.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36009.843750 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -36009.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36060.941406 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -36060.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36084.859375 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -36084.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36111.820312 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -36111.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36117.625000 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -36117.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36145.875000 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -36145.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36145.875000 Penalty: 1933.958862
	Iteration 10F: 3 clusters Score -36145.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 201 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85979856.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85980976.000000 to -85979856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51160.691406 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51160.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50342.238281 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50342.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50656.023438 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50656.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50869.847656 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50869.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51134.179688 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -51134.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51316.843750 Penalty: 1921.888550
	Iteration 4F: 3 clusters Score -51316.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51421.152344 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51421.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51429.156250 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51429.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51429.156250 Penalty: 1921.888550
	Iteration 7F: 3 clusters Score -51429.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 259 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 111 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85979984.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85980976.000000 to -85979984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7086.242188 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7086.242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7204.925293 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7204.925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7259.424805 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -7259.425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7332.396484 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7332.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7336.182129 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7336.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7336.182129 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -7336.182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46867.656250 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46867.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47069.617188 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47069.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47126.921875 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47126.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47153.769531 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47153.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47174.195312 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47179.847656 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47179.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47183.878906 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47183.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47186.109375 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47186.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47193.277344 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47193.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47193.699219 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47193.699219 Penalty: 1924.512939
	Iteration 10F: 3 clusters Score -47193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1085728.875000 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -1085729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1079602.875000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -1079603 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1081659.375000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -1081659 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1081985.625000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -1081986 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1082286.750000 Penalty: 2933.194824
	Iteration 3F: 3 clusters Score -1082287 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1082535.000000 Penalty: 2933.194824
	Iteration 4F: 3 clusters Score -1082535 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1082800.750000 Penalty: 2933.194824
	Iteration 5F: 3 clusters Score -1082801 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1083061.500000 Penalty: 2933.194824
	Iteration 6F: 3 clusters Score -1083062 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1083306.000000 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -1083306 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1083514.500000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -1083514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1083686.125000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -1083686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1083833.625000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -1083834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1083959.750000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -1083960 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1084067.250000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -1084067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1084158.125000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -1084158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1084217.500000 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -1084218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1084259.000000 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -1084259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1084296.375000 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -1084296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1084335.125000 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -1084335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1084371.875000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -1084372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1084398.375000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -1084398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1084411.250000 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -1084411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1084426.500000 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -1084426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1084440.625000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -1084441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1084455.500000 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -1084456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1084465.500000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -1084466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1084477.875000 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -1084478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1084488.000000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -1084488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1084503.375000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -1084503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1084512.875000 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -1084513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1084521.250000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -1084521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1084526.250000 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -1084526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1084534.375000 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -1084534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1084543.375000 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -1084543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1084552.750000 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -1084553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1084561.375000 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -1084561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1084566.625000 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -1084567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1084571.750000 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -1084572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1084575.500000 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -1084576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1084578.125000 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -1084578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1084578.875000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -1084579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1084579.750000 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -1084580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1084583.625000 Penalty: 2933.194824
	Iteration 41Q: 3 clusters Score -1084584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1084584.500000 Penalty: 2933.194824
	Iteration 42Q: 3 clusters Score -1084584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1084584.500000 Penalty: 2933.194824
	Iteration 43F: 3 clusters Score -1084584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28831.525391 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28831.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29005.859375 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -29005.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29038.500000 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -29038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29046.292969 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -29046.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29068.103516 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -29068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29101.152344 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -29101.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29108.300781 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -29108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29119.886719 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29119.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29123.066406 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -29123.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29134.429688 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -29134.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29137.152344 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -29137.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29144.107422 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -29144.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29146.667969 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -29146.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29147.984375 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -29147.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29147.984375 Penalty: 1853.729370
	Iteration 14F: 3 clusters Score -29147.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38464.531250 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38464.53 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38833.117188 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38833.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39062.933594 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39062.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39199.980469 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39199.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39278.359375 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39278.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39323.863281 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39323.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39332.621094 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39332.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39340.386719 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39340.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39353.820312 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39353.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39357.128906 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39357.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39357.925781 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39357.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39359.140625 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39359.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39361.117188 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39361.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39362.871094 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -39362.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39362.871094 Penalty: 2041.736694
	Iteration 14F: 3 clusters Score -39362.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60313 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67415 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17749 members 
Mstep: Class 13 contains 27150 members 
Mstep: Class 14 contains 73292 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24050 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54102 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 62818 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981136.000000 Penalty: 95829.117188
Iteration 199Q: 45 clusters Score -8.598114e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 61494 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61392 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67417 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43069 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17750 members 
Mstep: Class 13 contains 27140 members 
Mstep: Class 14 contains 72169 members 
Mstep: Class 15 contains 10141 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45638 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 52155 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24048 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54191 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 63285 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981344.000000 Penalty: 95829.117188
Iteration 200F: 45 clusters Score -8.598134e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 62684 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61349 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67379 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42993 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17750 members 
Mstep: Class 13 contains 27126 members 
Mstep: Class 14 contains 70967 members 
Mstep: Class 15 contains 10209 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45447 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51764 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24054 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 54319 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 63831 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 385 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981112.000000 Penalty: 95829.117188
Iteration 201Q: 45 clusters Score -8.598111e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 63824 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61298 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67340 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42958 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 27105 members 
Mstep: Class 14 contains 69706 members 
Mstep: Class 15 contains 10279 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45242 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51410 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 24051 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 54414 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 64467 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 388 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981032.000000 Penalty: 95829.117188
Iteration 202Q: 45 clusters Score -8.598103e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64921 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61280 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67273 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42921 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 27080 members 
Mstep: Class 14 contains 68391 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45074 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51016 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24059 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 54540 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 65166 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980968.000000 Penalty: 95829.117188
Iteration 203Q: 45 clusters Score -8.598097e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 65949 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61236 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67236 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17766 members 
Mstep: Class 13 contains 27068 members 
Mstep: Class 14 contains 67050 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44849 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50582 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 24084 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54719 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 65920 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980912.000000 Penalty: 95829.117188
Iteration 204Q: 45 clusters Score -8.598091e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66730 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61240 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67224 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42946 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17776 members 
Mstep: Class 13 contains 27063 members 
Mstep: Class 14 contains 65856 members 
Mstep: Class 15 contains 10563 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44670 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50117 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24109 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54924 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 66604 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980632.000000 Penalty: 95829.117188
Iteration 205Q: 45 clusters Score -8.598063e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67392 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61249 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67210 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 42968 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17778 members 
Mstep: Class 13 contains 27061 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44557 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49658 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5890 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24151 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55199 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 67238 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980504.000000 Penalty: 95829.117188
Iteration 206Q: 45 clusters Score -8.59805e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 67970 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61278 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67183 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43003 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17772 members 
Mstep: Class 13 contains 27056 members 
Mstep: Class 14 contains 63511 members 
Mstep: Class 15 contains 10759 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44516 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49230 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5894 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 24183 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55504 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 67834 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980192.000000 Penalty: 95829.117188
Iteration 207Q: 45 clusters Score -8.598019e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68469 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61326 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67148 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43023 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 17779 members 
Mstep: Class 13 contains 27061 members 
Mstep: Class 14 contains 62375 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44486 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48798 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5904 members 
Mstep: Class 26 contains 9753 members 
Mstep: Class 27 contains 24220 members 
Mstep: Class 28 contains 3497 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55810 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 68462 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979912.000000 Penalty: 95829.117188
Iteration 208Q: 45 clusters Score -8.597991e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68823 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61375 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67117 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43069 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17779 members 
Mstep: Class 13 contains 27058 members 
Mstep: Class 14 contains 61281 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44439 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48451 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 24246 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56164 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 69082 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979360.000000 Penalty: 95829.117188
Iteration 209Q: 45 clusters Score -8.597936e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 69096 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61425 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67098 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43085 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 27053 members 
Mstep: Class 14 contains 60177 members 
Mstep: Class 15 contains 10938 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44391 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48103 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5932 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 24269 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56640 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 69690 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8298 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979168.000000 Penalty: 95829.117188
Iteration 210Q: 45 clusters Score -8.597917e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 69305 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61467 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67097 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43113 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 27058 members 
Mstep: Class 14 contains 59126 members 
Mstep: Class 15 contains 10985 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44331 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47760 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5949 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 24300 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57146 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 70244 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8298 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979016.000000 Penalty: 95829.117188
Iteration 211Q: 45 clusters Score -8.597902e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 69483 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61576 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67093 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43167 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 13 contains 27080 members 
Mstep: Class 14 contains 58110 members 
Mstep: Class 15 contains 11024 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44275 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47407 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5967 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 24332 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57638 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 70726 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8293 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978632.000000 Penalty: 95829.117188
Iteration 212Q: 45 clusters Score -8.597863e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 69554 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61680 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67122 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43254 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 17820 members 
Mstep: Class 13 contains 27091 members 
Mstep: Class 14 contains 57163 members 
Mstep: Class 15 contains 11074 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5986 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24359 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58117 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 71108 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8295 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978312.000000 Penalty: 95829.117188
Iteration 213Q: 45 clusters Score -8.597831e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 69619 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61800 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43388 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 17833 members 
Mstep: Class 13 contains 27112 members 
Mstep: Class 14 contains 56188 members 
Mstep: Class 15 contains 11098 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44084 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5999 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24384 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58745 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 71442 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978352.000000 Penalty: 95829.117188
Iteration 214Q: 45 clusters Score -8.597835e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 69639 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61894 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67250 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43586 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 27147 members 
Mstep: Class 14 contains 55297 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 43851 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46506 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6013 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24429 members 
Mstep: Class 28 contains 3499 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59515 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 71589 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8298 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977880.000000 Penalty: 95829.117188
Iteration 215Q: 45 clusters Score -8.597788e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69666 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62046 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67336 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 43855 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17897 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 54423 members 
Mstep: Class 15 contains 11123 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 43582 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46174 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24458 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60374 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 71550 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8298 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977768.000000 Penalty: 95829.117188
Iteration 216Q: 45 clusters Score -8.597777e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69627 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62154 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67413 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44222 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 27205 members 
Mstep: Class 14 contains 53713 members 
Mstep: Class 15 contains 11130 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45842 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6053 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 24479 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61398 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 71297 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976656.000000 Penalty: 95829.117188
Iteration 217Q: 45 clusters Score -8.597666e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69599 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62278 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67488 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 44723 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 27230 members 
Mstep: Class 14 contains 53131 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 42881 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45532 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6067 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 24507 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 62480 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 70763 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8292 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976408.000000 Penalty: 95829.117188
Iteration 218Q: 45 clusters Score -8.597641e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69498 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62344 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67580 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45271 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17897 members 
Mstep: Class 13 contains 27269 members 
Mstep: Class 14 contains 52672 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 42563 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45240 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6093 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 24535 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 63569 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 70047 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976152.000000 Penalty: 95829.117188
Iteration 219Q: 45 clusters Score -8.597615e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69337 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62345 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67669 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 45899 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 27298 members 
Mstep: Class 14 contains 52406 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 42213 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44941 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6127 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 24562 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 64718 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 69169 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975296.000000 Penalty: 95829.117188
Iteration 220F: 45 clusters Score -8.59753e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69319 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62243 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67758 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 46636 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 27323 members 
Mstep: Class 14 contains 52153 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41925 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44660 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6149 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 24577 members 
Mstep: Class 28 contains 3485 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 65868 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 68074 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 221Q: 45 clusters Score -8.597517e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69260 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62121 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67868 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 27348 members 
Mstep: Class 14 contains 52056 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41689 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44398 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6176 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 24587 members 
Mstep: Class 28 contains 3485 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 66888 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 66808 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974320.000000 Penalty: 95829.117188
Iteration 222Q: 45 clusters Score -8.597432e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69188 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61975 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68001 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17876 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 52012 members 
Mstep: Class 15 contains 11134 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41492 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44146 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6195 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 24581 members 
Mstep: Class 28 contains 3483 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 67817 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 65502 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973648.000000 Penalty: 95829.117188
Iteration 223Q: 45 clusters Score -8.597365e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69093 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61879 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68166 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 49255 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17868 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 52061 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41359 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43861 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 9763 members 
Mstep: Class 27 contains 24565 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 68647 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 64148 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973440.000000 Penalty: 95829.117188
Iteration 224Q: 45 clusters Score -8.597344e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69065 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61842 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68335 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50079 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 27434 members 
Mstep: Class 14 contains 52190 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41311 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43574 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 9762 members 
Mstep: Class 27 contains 24540 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 69310 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 62738 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972824.000000 Penalty: 95829.117188
Iteration 225Q: 45 clusters Score -8.597282e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69039 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61810 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68526 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17850 members 
Mstep: Class 13 contains 27450 members 
Mstep: Class 14 contains 52454 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41395 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43338 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6254 members 
Mstep: Class 26 contains 9766 members 
Mstep: Class 27 contains 24512 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 69573 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 61311 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971984.000000 Penalty: 95829.117188
Iteration 226Q: 45 clusters Score -8.597198e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69044 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61702 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68689 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 51938 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 27490 members 
Mstep: Class 14 contains 52865 members 
Mstep: Class 15 contains 11194 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6260 members 
Mstep: Class 26 contains 9769 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 69526 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 59898 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972032.000000 Penalty: 95829.117188
Iteration 227Q: 45 clusters Score -8.597203e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69120 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61568 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68853 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 13 contains 27529 members 
Mstep: Class 14 contains 53366 members 
Mstep: Class 15 contains 11220 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 41850 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42937 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6255 members 
Mstep: Class 26 contains 9771 members 
Mstep: Class 27 contains 24479 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 69194 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 58595 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971768.000000 Penalty: 95829.117188
Iteration 228Q: 45 clusters Score -8.597177e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69235 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68975 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 53589 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 27543 members 
Mstep: Class 14 contains 53922 members 
Mstep: Class 15 contains 11248 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 42237 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42817 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6256 members 
Mstep: Class 26 contains 9774 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 68550 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 57438 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971752.000000 Penalty: 95829.117188
Iteration 229Q: 45 clusters Score -8.597175e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69397 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61536 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69112 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54200 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 27565 members 
Mstep: Class 14 contains 54554 members 
Mstep: Class 15 contains 11284 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 42667 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42771 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6255 members 
Mstep: Class 26 contains 9776 members 
Mstep: Class 27 contains 24433 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 67647 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56325 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971752.000000 Penalty: 95829.117188
Iteration 230Q: 45 clusters Score -8.597175e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 69586 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61624 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69228 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54709 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17942 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 55072 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 43120 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42783 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 9778 members 
Mstep: Class 27 contains 24412 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 66589 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55486 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971792.000000 Penalty: 95829.117188
Iteration 231Q: 45 clusters Score -8.597179e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 69801 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61780 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69326 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55098 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17956 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 55486 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 43574 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 42847 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6243 members 
Mstep: Class 26 contains 9778 members 
Mstep: Class 27 contains 24364 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 65436 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54822 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971784.000000 Penalty: 95829.117188
Iteration 232Q: 45 clusters Score -8.597178e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 70059 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 61892 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69377 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55347 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 55846 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44006 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43037 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 24329 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 64218 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54380 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971672.000000 Penalty: 95829.117188
Iteration 233Q: 45 clusters Score -8.597167e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 70310 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62094 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69455 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55441 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17990 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44428 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6204 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 24304 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 62969 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54072 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971768.000000 Penalty: 95829.117188
Iteration 234Q: 45 clusters Score -8.597177e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 70565 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62298 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69524 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 27621 members 
Mstep: Class 14 contains 56370 members 
Mstep: Class 15 contains 11426 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 44818 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43521 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 9790 members 
Mstep: Class 27 contains 24262 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 61765 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 53923 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8292 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971968.000000 Penalty: 95829.117188
Iteration 235Q: 45 clusters Score -8.597197e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 70816 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62523 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69601 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55321 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 56521 members 
Mstep: Class 15 contains 11451 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45151 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43801 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6123 members 
Mstep: Class 26 contains 9796 members 
Mstep: Class 27 contains 24242 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60590 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 53931 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8288 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972168.000000 Penalty: 95829.117188
Iteration 236Q: 45 clusters Score -8.597217e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71092 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62713 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69652 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55023 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 27633 members 
Mstep: Class 14 contains 56619 members 
Mstep: Class 15 contains 11477 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45480 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44127 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 9796 members 
Mstep: Class 27 contains 24219 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59575 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54014 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8288 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972464.000000 Penalty: 95829.117188
Iteration 237Q: 45 clusters Score -8.597246e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71355 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62931 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69683 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54600 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 27636 members 
Mstep: Class 14 contains 56694 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 45784 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44426 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 9796 members 
Mstep: Class 27 contains 24197 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58700 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54173 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8286 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972656.000000 Penalty: 95829.117188
Iteration 238Q: 45 clusters Score -8.597266e+07 nChanged 3600
Entering ConstructFrom: 
Score: -85972656.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -64773.664062 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -64773.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63683.976562 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -63683.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63843.808594 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -63843.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63919.718750 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -63919.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63951.199219 Penalty: 2036.840210
	Iteration 3Q: 3 clusters Score -63951.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63979.332031 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -63979.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63994.597656 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -63994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64001.460938 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -64001.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64010.765625 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -64010.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64020.511719 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -64020.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64026.792969 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -64026.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64037.109375 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -64037.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64055.148438 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -64055.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64065.781250 Penalty: 2036.840210
	Iteration 12Q: 3 clusters Score -64065.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64072.828125 Penalty: 2036.840210
	Iteration 13Q: 3 clusters Score -64072.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64083.117188 Penalty: 2036.840210
	Iteration 14Q: 3 clusters Score -64083.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64087.269531 Penalty: 2036.840210
	Iteration 15Q: 3 clusters Score -64087.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64088.406250 Penalty: 2036.840210
	Iteration 16Q: 3 clusters Score -64088.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64089.996094 Penalty: 2036.840210
	Iteration 17Q: 3 clusters Score -64090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64091.277344 Penalty: 2036.840210
	Iteration 18Q: 3 clusters Score -64091.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64092.652344 Penalty: 2036.840210
	Iteration 19Q: 3 clusters Score -64092.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64098.367188 Penalty: 2036.840210
	Iteration 20F: 3 clusters Score -64098.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64115.316406 Penalty: 2036.840210
	Iteration 21Q: 3 clusters Score -64115.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64121.425781 Penalty: 2036.840210
	Iteration 22Q: 3 clusters Score -64121.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64125.414062 Penalty: 2036.840210
	Iteration 23Q: 3 clusters Score -64125.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64136.804688 Penalty: 2036.840210
	Iteration 24Q: 3 clusters Score -64136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64138.351562 Penalty: 2036.840210
	Iteration 25Q: 3 clusters Score -64138.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64138.351562 Penalty: 2036.840210
	Iteration 26F: 3 clusters Score -64138.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71633 members 
Entering Unmasked Estep 
Score: -9478009.000000 Penalty: 1816.638062
	Iteration 0F: 2 clusters Score -9478009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -9433512.000000 Penalty: 3633.276123
	Iteration 0F: 3 clusters Score -9433512 nChanged 33851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -9452590.000000 Penalty: 3633.276123
	Iteration 1F: 3 clusters Score -9452590 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -9453254.000000 Penalty: 3633.276123
	Iteration 2Q: 3 clusters Score -9453254 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -9454145.000000 Penalty: 3633.276123
	Iteration 3Q: 3 clusters Score -9454145 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -9455572.000000 Penalty: 3633.276123
	Iteration 4Q: 3 clusters Score -9455572 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -9457690.000000 Penalty: 3633.276123
	Iteration 5F: 3 clusters Score -9457690 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -9460679.000000 Penalty: 3633.276123
	Iteration 6F: 3 clusters Score -9460679 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -9463985.000000 Penalty: 3633.276123
	Iteration 7F: 3 clusters Score -9463985 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -9466918.000000 Penalty: 3633.276123
	Iteration 8F: 3 clusters Score -9466918 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9468895.000000 Penalty: 3633.276123
	Iteration 9F: 3 clusters Score -9468895 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -9470098.000000 Penalty: 3633.276123
	Iteration 10Q: 3 clusters Score -9470098 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -9470754.000000 Penalty: 3633.276123
	Iteration 11Q: 3 clusters Score -9470754 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -9471316.000000 Penalty: 3633.276123
	Iteration 12Q: 3 clusters Score -9471316 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -9471828.000000 Penalty: 3633.276123
	Iteration 13Q: 3 clusters Score -9471828 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -9472285.000000 Penalty: 3633.276123
	Iteration 14Q: 3 clusters Score -9472285 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -9472755.000000 Penalty: 3633.276123
	Iteration 15Q: 3 clusters Score -9472755 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -9473268.000000 Penalty: 3633.276123
	Iteration 16Q: 3 clusters Score -9473268 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9473828.000000 Penalty: 3633.276123
	Iteration 17Q: 3 clusters Score -9473828 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9474341.000000 Penalty: 3633.276123
	Iteration 18Q: 3 clusters Score -9474341 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9474848.000000 Penalty: 3633.276123
	Iteration 19Q: 3 clusters Score -9474848 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9475311.000000 Penalty: 3633.276123
	Iteration 20F: 3 clusters Score -9475311 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9475662.000000 Penalty: 3633.276123
	Iteration 21Q: 3 clusters Score -9475662 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9475879.000000 Penalty: 3633.276123
	Iteration 22Q: 3 clusters Score -9475879 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9476003.000000 Penalty: 3633.276123
	Iteration 23Q: 3 clusters Score -9476003 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9476114.000000 Penalty: 3633.276123
	Iteration 24Q: 3 clusters Score -9476114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9476229.000000 Penalty: 3633.276123
	Iteration 25Q: 3 clusters Score -9476229 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9476302.000000 Penalty: 3633.276123
	Iteration 26Q: 3 clusters Score -9476302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9476356.000000 Penalty: 3633.276123
	Iteration 27Q: 3 clusters Score -9476356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9476391.000000 Penalty: 3633.276123
	Iteration 28Q: 3 clusters Score -9476391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9476406.000000 Penalty: 3633.276123
	Iteration 29Q: 3 clusters Score -9476406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9476422.000000 Penalty: 3633.276123
	Iteration 30Q: 3 clusters Score -9476422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9476448.000000 Penalty: 3633.276123
	Iteration 31Q: 3 clusters Score -9476448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9476469.000000 Penalty: 3633.276123
	Iteration 32Q: 3 clusters Score -9476469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9476453.000000 Penalty: 3633.276123
	Iteration 33Q: 3 clusters Score -9476453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 34Q: 3 clusters Score -9476463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9476460.000000 Penalty: 3633.276123
	Iteration 35Q: 3 clusters Score -9476460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 36Q: 3 clusters Score -9476463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9476462.000000 Penalty: 3633.276123
	Iteration 37Q: 3 clusters Score -9476462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9476467.000000 Penalty: 3633.276123
	Iteration 38Q: 3 clusters Score -9476467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9476459.000000 Penalty: 3633.276123
	Iteration 39Q: 3 clusters Score -9476459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 40F: 3 clusters Score -9476463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 41Q: 3 clusters Score -9476463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9476460.000000 Penalty: 3633.276123
	Iteration 42Q: 3 clusters Score -9476460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9476457.000000 Penalty: 3633.276123
	Iteration 43Q: 3 clusters Score -9476457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9476459.000000 Penalty: 3633.276123
	Iteration 44Q: 3 clusters Score -9476459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9476453.000000 Penalty: 3633.276123
	Iteration 45Q: 3 clusters Score -9476453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9476459.000000 Penalty: 3633.276123
	Iteration 46Q: 3 clusters Score -9476459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9476456.000000 Penalty: 3633.276123
	Iteration 47Q: 3 clusters Score -9476456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9476456.000000 Penalty: 3633.276123
	Iteration 48Q: 3 clusters Score -9476456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9476450.000000 Penalty: 3633.276123
	Iteration 49Q: 3 clusters Score -9476450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9476457.000000 Penalty: 3633.276123
	Iteration 50Q: 3 clusters Score -9476457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9476466.000000 Penalty: 3633.276123
	Iteration 51Q: 3 clusters Score -9476466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9476464.000000 Penalty: 3633.276123
	Iteration 52Q: 3 clusters Score -9476464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9476464.000000 Penalty: 3633.276123
	Iteration 53Q: 3 clusters Score -9476464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9476467.000000 Penalty: 3633.276123
	Iteration 54Q: 3 clusters Score -9476467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9476468.000000 Penalty: 3633.276123
	Iteration 55Q: 3 clusters Score -9476468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9476468.000000 Penalty: 3633.276123
	Iteration 56Q: 3 clusters Score -9476468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 57Q: 3 clusters Score -9476463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9476469.000000 Penalty: 3633.276123
	Iteration 58Q: 3 clusters Score -9476469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 59Q: 3 clusters Score -9476463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9476463.000000 Penalty: 3633.276123
	Iteration 60F: 3 clusters Score -9476463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83845.546875 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83845.55 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84174.992188 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84174.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84414.609375 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84414.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84633.109375 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84633.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84854.406250 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -84854.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85078.937500 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -85078.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85284.304688 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -85284.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85429.937500 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85429.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85509.609375 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85509.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85547.117188 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85547.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85575.054688 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85575.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85592.625000 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85592.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85599.859375 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85599.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85608.648438 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85608.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85618.023438 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85618.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85625.250000 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85625.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85630.640625 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -85630.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85630.640625 Penalty: 2167.174072
	Iteration 17F: 3 clusters Score -85630.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 435 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85972024.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85972656.000000 to -85972024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69202.273438 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69202.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69339.187500 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69339.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69395.601562 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69463.312500 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -69463.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -69510.664062 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69510.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -69544.210938 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69544.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -69577.539062 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69577.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -69615.101562 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -69628.703125 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -69638.085938 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69638.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -69647.937500 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69647.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -69656.179688 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69656.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -69666.234375 Penalty: 1935.647095
	Iteration 12Q: 3 clusters Score -69666.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -69667.226562 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -69667.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -69670.773438 Penalty: 1935.647095
	Iteration 14F: 3 clusters Score -69670.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -69687.898438 Penalty: 1935.647095
	Iteration 15Q: 3 clusters Score -69687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -69706.789062 Penalty: 1935.647095
	Iteration 16Q: 3 clusters Score -69706.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -69718.226562 Penalty: 1935.647095
	Iteration 17Q: 3 clusters Score -69718.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -69724.421875 Penalty: 1935.647095
	Iteration 18Q: 3 clusters Score -69724.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -69724.421875 Penalty: 1935.647095
	Iteration 19F: 3 clusters Score -69724.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Entering Unmasked Estep 
Score: -8401989.000000 Penalty: 1796.037720
	Iteration 0F: 2 clusters Score -8401989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -8360437.000000 Penalty: 3592.075439
	Iteration 0F: 3 clusters Score -8360437 nChanged 29914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -8377598.000000 Penalty: 3592.075439
	Iteration 1F: 3 clusters Score -8377598 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -8378112.000000 Penalty: 3592.075439
	Iteration 2Q: 3 clusters Score -8378112 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8378775.000000 Penalty: 3592.075439
	Iteration 3Q: 3 clusters Score -8378775 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -8379757.500000 Penalty: 3592.075439
	Iteration 4Q: 3 clusters Score -8379758 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -8381384.000000 Penalty: 3592.075439
	Iteration 5F: 3 clusters Score -8381384 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8384190.000000 Penalty: 3592.075439
	Iteration 6F: 3 clusters Score -8384190 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -8388379.500000 Penalty: 3592.075439
	Iteration 7F: 3 clusters Score -8388380 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -8393307.000000 Penalty: 3592.075439
	Iteration 8F: 3 clusters Score -8393307 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -8397079.000000 Penalty: 3592.075439
	Iteration 9F: 3 clusters Score -8397079 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -8399118.000000 Penalty: 3592.075439
	Iteration 10Q: 3 clusters Score -8399118 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -8399937.000000 Penalty: 3592.075439
	Iteration 11Q: 3 clusters Score -8399937 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -8400209.000000 Penalty: 3592.075439
	Iteration 12Q: 3 clusters Score -8400209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -8400328.000000 Penalty: 3592.075439
	Iteration 13Q: 3 clusters Score -8400328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -8400363.000000 Penalty: 3592.075439
	Iteration 14Q: 3 clusters Score -8400363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -8400389.000000 Penalty: 3592.075439
	Iteration 15Q: 3 clusters Score -8400389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -8400390.000000 Penalty: 3592.075439
	Iteration 16Q: 3 clusters Score -8400390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -8400392.000000 Penalty: 3592.075439
	Iteration 17Q: 3 clusters Score -8400392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8400400.000000 Penalty: 3592.075439
	Iteration 18Q: 3 clusters Score -8400400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -8400408.000000 Penalty: 3592.075439
	Iteration 19Q: 3 clusters Score -8400408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -8400408.000000 Penalty: 3592.075439
	Iteration 20F: 3 clusters Score -8400408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16993.802734 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16993.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17350.035156 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17350.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17658.509766 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17658.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17772.482422 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17772.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17834.652344 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17834.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17894.599609 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17906.382812 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17906.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17910.902344 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17919.595703 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17923.863281 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -17923.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17925.642578 Penalty: 1852.644165
	Iteration 10Q: 3 clusters Score -17925.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17925.642578 Penalty: 1852.644165
	Iteration 11F: 3 clusters Score -17925.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 117 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85971544.000000 Penalty: 98007.054688
Splitting cluster 6 changes total score from -85972656.000000 to -85971544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Entering Unmasked Estep 
Score: -9205210.000000 Penalty: 1812.230103
	Iteration 0F: 2 clusters Score -9205210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -9162024.000000 Penalty: 3624.460205
	Iteration 0F: 3 clusters Score -9162024 nChanged 33154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -9180854.000000 Penalty: 3624.460205
	Iteration 1F: 3 clusters Score -9180854 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -9181504.000000 Penalty: 3624.460205
	Iteration 2Q: 3 clusters Score -9181504 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -9182452.000000 Penalty: 3624.460205
	Iteration 3Q: 3 clusters Score -9182452 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -9183936.000000 Penalty: 3624.460205
	Iteration 4Q: 3 clusters Score -9183936 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9186318.000000 Penalty: 3624.460205
	Iteration 5F: 3 clusters Score -9186318 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -9189821.000000 Penalty: 3624.460205
	Iteration 6F: 3 clusters Score -9189821 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -9193955.000000 Penalty: 3624.460205
	Iteration 7F: 3 clusters Score -9193955 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -9197629.000000 Penalty: 3624.460205
	Iteration 8F: 3 clusters Score -9197629 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -9200415.000000 Penalty: 3624.460205
	Iteration 9F: 3 clusters Score -9200415 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -9202463.000000 Penalty: 3624.460205
	Iteration 10Q: 3 clusters Score -9202463 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -9203821.000000 Penalty: 3624.460205
	Iteration 11Q: 3 clusters Score -9203821 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -9204635.000000 Penalty: 3624.460205
	Iteration 12Q: 3 clusters Score -9204635 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -9204932.000000 Penalty: 3624.460205
	Iteration 13Q: 3 clusters Score -9204932 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -9205053.000000 Penalty: 3624.460205
	Iteration 14Q: 3 clusters Score -9205053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -9205102.000000 Penalty: 3624.460205
	Iteration 15Q: 3 clusters Score -9205102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -9205106.000000 Penalty: 3624.460205
	Iteration 16Q: 3 clusters Score -9205106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -9205121.000000 Penalty: 3624.460205
	Iteration 17Q: 3 clusters Score -9205121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -9205129.000000 Penalty: 3624.460205
	Iteration 18Q: 3 clusters Score -9205129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -9205160.000000 Penalty: 3624.460205
	Iteration 19Q: 3 clusters Score -9205160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -9205161.000000 Penalty: 3624.460205
	Iteration 20F: 3 clusters Score -9205161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -9205164.000000 Penalty: 3624.460205
	Iteration 21Q: 3 clusters Score -9205164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -9205172.000000 Penalty: 3624.460205
	Iteration 22Q: 3 clusters Score -9205172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -9205179.000000 Penalty: 3624.460205
	Iteration 23Q: 3 clusters Score -9205179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -9205170.000000 Penalty: 3624.460205
	Iteration 24Q: 3 clusters Score -9205170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -9205159.000000 Penalty: 3624.460205
	Iteration 25Q: 3 clusters Score -9205159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -9205156.000000 Penalty: 3624.460205
	Iteration 26Q: 3 clusters Score -9205156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -9205151.000000 Penalty: 3624.460205
	Iteration 27Q: 3 clusters Score -9205151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -9205167.000000 Penalty: 3624.460205
	Iteration 28Q: 3 clusters Score -9205167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -9205165.000000 Penalty: 3624.460205
	Iteration 29Q: 3 clusters Score -9205165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -9205163.000000 Penalty: 3624.460205
	Iteration 30Q: 3 clusters Score -9205163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -9205159.000000 Penalty: 3624.460205
	Iteration 31Q: 3 clusters Score -9205159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -9205147.000000 Penalty: 3624.460205
	Iteration 32Q: 3 clusters Score -9205147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -9205153.000000 Penalty: 3624.460205
	Iteration 33Q: 3 clusters Score -9205153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -9205154.000000 Penalty: 3624.460205
	Iteration 34Q: 3 clusters Score -9205154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -9205150.000000 Penalty: 3624.460205
	Iteration 35Q: 3 clusters Score -9205150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -9205153.000000 Penalty: 3624.460205
	Iteration 36Q: 3 clusters Score -9205153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -9205158.000000 Penalty: 3624.460205
	Iteration 37Q: 3 clusters Score -9205158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -9205162.000000 Penalty: 3624.460205
	Iteration 38Q: 3 clusters Score -9205162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -9205162.000000 Penalty: 3624.460205
	Iteration 39Q: 3 clusters Score -9205162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -9205163.000000 Penalty: 3624.460205
	Iteration 40F: 3 clusters Score -9205163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -9205168.000000 Penalty: 3624.460205
	Iteration 41Q: 3 clusters Score -9205168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -9205167.000000 Penalty: 3624.460205
	Iteration 42Q: 3 clusters Score -9205167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -9205170.000000 Penalty: 3624.460205
	Iteration 43Q: 3 clusters Score -9205170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -9205168.000000 Penalty: 3624.460205
	Iteration 44Q: 3 clusters Score -9205168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -9205168.000000 Penalty: 3624.460205
	Iteration 45F: 3 clusters Score -9205168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -243127.515625 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243127.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -243643.718750 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243643.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -244023.515625 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -244023.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -244254.453125 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244254.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244372.171875 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244372.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244488.703125 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -244488.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -244621.437500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244621.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -244721.437500 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244721.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244789.203125 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244789.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244840.015625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -244884.062500 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244884.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -244917.609375 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244937.125000 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244937.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -244951.500000 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -244955.343750 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -244955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244957.546875 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -244957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244959.218750 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -244959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244960.468750 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -244960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244961.375000 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -244961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244961.375000 Penalty: 2400.603027
	Iteration 19F: 3 clusters Score -244961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 966 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85971552.000000 Penalty: 98007.054688
Splitting cluster 8 changes total score from -85972656.000000 to -85971552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (54053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Entering Unmasked Estep 
Score: -7176991.000000 Penalty: 1770.879517
	Iteration 0F: 2 clusters Score -7176991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -7141191.500000 Penalty: 3541.759033
	Iteration 0F: 3 clusters Score -7141192 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7156111.500000 Penalty: 3541.759033
	Iteration 1F: 3 clusters Score -7156112 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -7156739.500000 Penalty: 3541.759033
	Iteration 2Q: 3 clusters Score -7156740 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -7157554.500000 Penalty: 3541.759033
	Iteration 3Q: 3 clusters Score -7157554 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7158765.500000 Penalty: 3541.759033
	Iteration 4Q: 3 clusters Score -7158766 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7160536.000000 Penalty: 3541.759033
	Iteration 5F: 3 clusters Score -7160536 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -7163251.000000 Penalty: 3541.759033
	Iteration 6F: 3 clusters Score -7163251 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7166060.000000 Penalty: 3541.759033
	Iteration 7F: 3 clusters Score -7166060 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -7167743.500000 Penalty: 3541.759033
	Iteration 8F: 3 clusters Score -7167744 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -7168533.000000 Penalty: 3541.759033
	Iteration 9Q: 3 clusters Score -7168533 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -7169034.000000 Penalty: 3541.759033
	Iteration 10Q: 3 clusters Score -7169034 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -7169503.000000 Penalty: 3541.759033
	Iteration 11Q: 3 clusters Score -7169503 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -7169943.000000 Penalty: 3541.759033
	Iteration 12Q: 3 clusters Score -7169943 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -7170377.500000 Penalty: 3541.759033
	Iteration 13Q: 3 clusters Score -7170378 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7170886.000000 Penalty: 3541.759033
	Iteration 14Q: 3 clusters Score -7170886 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -7171377.000000 Penalty: 3541.759033
	Iteration 15Q: 3 clusters Score -7171377 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -7171773.500000 Penalty: 3541.759033
	Iteration 16Q: 3 clusters Score -7171774 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -7172278.500000 Penalty: 3541.759033
	Iteration 17Q: 3 clusters Score -7172278 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7172795.500000 Penalty: 3541.759033
	Iteration 18Q: 3 clusters Score -7172796 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7173162.000000 Penalty: 3541.759033
	Iteration 19Q: 3 clusters Score -7173162 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7173492.500000 Penalty: 3541.759033
	Iteration 20F: 3 clusters Score -7173492 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7173750.500000 Penalty: 3541.759033
	Iteration 21Q: 3 clusters Score -7173750 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7173970.000000 Penalty: 3541.759033
	Iteration 22Q: 3 clusters Score -7173970 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -7174110.500000 Penalty: 3541.759033
	Iteration 23Q: 3 clusters Score -7174110 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -7174190.500000 Penalty: 3541.759033
	Iteration 24Q: 3 clusters Score -7174190 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -7174280.000000 Penalty: 3541.759033
	Iteration 25Q: 3 clusters Score -7174280 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -7174353.000000 Penalty: 3541.759033
	Iteration 26Q: 3 clusters Score -7174353 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -7174408.000000 Penalty: 3541.759033
	Iteration 27Q: 3 clusters Score -7174408 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -7174431.500000 Penalty: 3541.759033
	Iteration 28Q: 3 clusters Score -7174432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7174451.500000 Penalty: 3541.759033
	Iteration 29Q: 3 clusters Score -7174452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -7174487.000000 Penalty: 3541.759033
	Iteration 30Q: 3 clusters Score -7174487 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7174536.000000 Penalty: 3541.759033
	Iteration 31Q: 3 clusters Score -7174536 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -7174553.500000 Penalty: 3541.759033
	Iteration 32Q: 3 clusters Score -7174554 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -7174568.500000 Penalty: 3541.759033
	Iteration 33Q: 3 clusters Score -7174568 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -7174585.500000 Penalty: 3541.759033
	Iteration 34Q: 3 clusters Score -7174586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -7174612.000000 Penalty: 3541.759033
	Iteration 35Q: 3 clusters Score -7174612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -7174636.500000 Penalty: 3541.759033
	Iteration 36Q: 3 clusters Score -7174636 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -7174641.000000 Penalty: 3541.759033
	Iteration 37Q: 3 clusters Score -7174641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -7174661.000000 Penalty: 3541.759033
	Iteration 38Q: 3 clusters Score -7174661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -7174662.000000 Penalty: 3541.759033
	Iteration 39Q: 3 clusters Score -7174662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7174697.500000 Penalty: 3541.759033
	Iteration 40F: 3 clusters Score -7174698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -7174704.000000 Penalty: 3541.759033
	Iteration 41Q: 3 clusters Score -7174704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -7174717.000000 Penalty: 3541.759033
	Iteration 42Q: 3 clusters Score -7174717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -7174729.500000 Penalty: 3541.759033
	Iteration 43Q: 3 clusters Score -7174730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7174734.000000 Penalty: 3541.759033
	Iteration 44Q: 3 clusters Score -7174734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -7174740.500000 Penalty: 3541.759033
	Iteration 45Q: 3 clusters Score -7174740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -7174769.500000 Penalty: 3541.759033
	Iteration 46Q: 3 clusters Score -7174770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -7174804.500000 Penalty: 3541.759033
	Iteration 47Q: 3 clusters Score -7174804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -7174817.000000 Penalty: 3541.759033
	Iteration 48Q: 3 clusters Score -7174817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -7174828.500000 Penalty: 3541.759033
	Iteration 49Q: 3 clusters Score -7174828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -7174851.000000 Penalty: 3541.759033
	Iteration 50Q: 3 clusters Score -7174851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -7174852.000000 Penalty: 3541.759033
	Iteration 51Q: 3 clusters Score -7174852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -7174874.500000 Penalty: 3541.759033
	Iteration 52Q: 3 clusters Score -7174874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -7174877.000000 Penalty: 3541.759033
	Iteration 53Q: 3 clusters Score -7174877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -7174900.000000 Penalty: 3541.759033
	Iteration 54Q: 3 clusters Score -7174900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -7174888.500000 Penalty: 3541.759033
	Iteration 55Q: 3 clusters Score -7174888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -7174888.500000 Penalty: 3541.759033
	Iteration 56Q: 3 clusters Score -7174888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7174928.000000 Penalty: 3541.759033
	Iteration 57Q: 3 clusters Score -7174928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7174923.000000 Penalty: 3541.759033
	Iteration 58Q: 3 clusters Score -7174923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -7174908.500000 Penalty: 3541.759033
	Iteration 59Q: 3 clusters Score -7174908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -7174909.500000 Penalty: 3541.759033
	Iteration 60F: 3 clusters Score -7174910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -7174927.000000 Penalty: 3541.759033
	Iteration 61Q: 3 clusters Score -7174927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -7174942.500000 Penalty: 3541.759033
	Iteration 62Q: 3 clusters Score -7174942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -7174961.500000 Penalty: 3541.759033
	Iteration 63Q: 3 clusters Score -7174962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7174974.500000 Penalty: 3541.759033
	Iteration 64Q: 3 clusters Score -7174974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -7174973.500000 Penalty: 3541.759033
	Iteration 65Q: 3 clusters Score -7174974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -7174995.000000 Penalty: 3541.759033
	Iteration 66Q: 3 clusters Score -7174995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7174997.000000 Penalty: 3541.759033
	Iteration 67Q: 3 clusters Score -7174997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -7175002.500000 Penalty: 3541.759033
	Iteration 68Q: 3 clusters Score -7175002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -7175023.000000 Penalty: 3541.759033
	Iteration 69Q: 3 clusters Score -7175023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -7175027.000000 Penalty: 3541.759033
	Iteration 70Q: 3 clusters Score -7175027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7175047.000000 Penalty: 3541.759033
	Iteration 71Q: 3 clusters Score -7175047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -7175052.500000 Penalty: 3541.759033
	Iteration 72Q: 3 clusters Score -7175052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -7175095.000000 Penalty: 3541.759033
	Iteration 73Q: 3 clusters Score -7175095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -7175112.000000 Penalty: 3541.759033
	Iteration 74Q: 3 clusters Score -7175112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -7175112.000000 Penalty: 3541.759033
	Iteration 75Q: 3 clusters Score -7175112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -7175113.000000 Penalty: 3541.759033
	Iteration 76Q: 3 clusters Score -7175113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -7175135.500000 Penalty: 3541.759033
	Iteration 77Q: 3 clusters Score -7175136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -7175164.500000 Penalty: 3541.759033
	Iteration 78Q: 3 clusters Score -7175164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -7175187.000000 Penalty: 3541.759033
	Iteration 79Q: 3 clusters Score -7175187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -7175183.500000 Penalty: 3541.759033
	Iteration 80F: 3 clusters Score -7175184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -7175191.500000 Penalty: 3541.759033
	Iteration 81Q: 3 clusters Score -7175192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -7175214.000000 Penalty: 3541.759033
	Iteration 82Q: 3 clusters Score -7175214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -7175224.000000 Penalty: 3541.759033
	Iteration 83Q: 3 clusters Score -7175224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -7175231.500000 Penalty: 3541.759033
	Iteration 84Q: 3 clusters Score -7175232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7175236.500000 Penalty: 3541.759033
	Iteration 85Q: 3 clusters Score -7175236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -7175253.000000 Penalty: 3541.759033
	Iteration 86Q: 3 clusters Score -7175253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -7175256.500000 Penalty: 3541.759033
	Iteration 87Q: 3 clusters Score -7175256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -7175255.000000 Penalty: 3541.759033
	Iteration 88Q: 3 clusters Score -7175255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -7175256.000000 Penalty: 3541.759033
	Iteration 89Q: 3 clusters Score -7175256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7175263.000000 Penalty: 3541.759033
	Iteration 90Q: 3 clusters Score -7175263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -7175269.000000 Penalty: 3541.759033
	Iteration 91Q: 3 clusters Score -7175269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -7175290.500000 Penalty: 3541.759033
	Iteration 92Q: 3 clusters Score -7175290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -7175300.000000 Penalty: 3541.759033
	Iteration 93Q: 3 clusters Score -7175300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -7175304.000000 Penalty: 3541.759033
	Iteration 94Q: 3 clusters Score -7175304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -7175293.500000 Penalty: 3541.759033
	Iteration 95Q: 3 clusters Score -7175294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -7175301.500000 Penalty: 3541.759033
	Iteration 96Q: 3 clusters Score -7175302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -7175301.500000 Penalty: 3541.759033
	Iteration 97Q: 3 clusters Score -7175302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -7175299.500000 Penalty: 3541.759033
	Iteration 98Q: 3 clusters Score -7175300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -7175288.500000 Penalty: 3541.759033
	Iteration 99Q: 3 clusters Score -7175288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -7175298.000000 Penalty: 3541.759033
	Iteration 100F: 3 clusters Score -7175298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7175299.500000 Penalty: 3541.759033
	Iteration 101Q: 3 clusters Score -7175300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -7175308.000000 Penalty: 3541.759033
	Iteration 102Q: 3 clusters Score -7175308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -7175312.000000 Penalty: 3541.759033
	Iteration 103Q: 3 clusters Score -7175312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7175316.000000 Penalty: 3541.759033
	Iteration 104Q: 3 clusters Score -7175316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -7175314.500000 Penalty: 3541.759033
	Iteration 105Q: 3 clusters Score -7175314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -7175320.500000 Penalty: 3541.759033
	Iteration 106Q: 3 clusters Score -7175320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -7175318.500000 Penalty: 3541.759033
	Iteration 107Q: 3 clusters Score -7175318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -7175322.500000 Penalty: 3541.759033
	Iteration 108Q: 3 clusters Score -7175322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -7175332.000000 Penalty: 3541.759033
	Iteration 109Q: 3 clusters Score -7175332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -7175338.500000 Penalty: 3541.759033
	Iteration 110Q: 3 clusters Score -7175338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7175340.500000 Penalty: 3541.759033
	Iteration 111Q: 3 clusters Score -7175340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -7175354.500000 Penalty: 3541.759033
	Iteration 112Q: 3 clusters Score -7175354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -7175362.000000 Penalty: 3541.759033
	Iteration 113Q: 3 clusters Score -7175362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -7175353.500000 Penalty: 3541.759033
	Iteration 114Q: 3 clusters Score -7175354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -7175353.500000 Penalty: 3541.759033
	Iteration 115Q: 3 clusters Score -7175354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -7175360.000000 Penalty: 3541.759033
	Iteration 116Q: 3 clusters Score -7175360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -7175357.500000 Penalty: 3541.759033
	Iteration 117Q: 3 clusters Score -7175358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -7175368.000000 Penalty: 3541.759033
	Iteration 118Q: 3 clusters Score -7175368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7175384.500000 Penalty: 3541.759033
	Iteration 119Q: 3 clusters Score -7175384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -7175372.500000 Penalty: 3541.759033
	Iteration 120F: 3 clusters Score -7175372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -7175379.000000 Penalty: 3541.759033
	Iteration 121Q: 3 clusters Score -7175379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7175381.000000 Penalty: 3541.759033
	Iteration 122Q: 3 clusters Score -7175381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7175386.500000 Penalty: 3541.759033
	Iteration 123Q: 3 clusters Score -7175386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -7175395.500000 Penalty: 3541.759033
	Iteration 124Q: 3 clusters Score -7175396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -7175400.000000 Penalty: 3541.759033
	Iteration 125Q: 3 clusters Score -7175400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7175399.000000 Penalty: 3541.759033
	Iteration 126Q: 3 clusters Score -7175399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -7175385.000000 Penalty: 3541.759033
	Iteration 127Q: 3 clusters Score -7175385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -7175390.500000 Penalty: 3541.759033
	Iteration 128Q: 3 clusters Score -7175390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -7175396.500000 Penalty: 3541.759033
	Iteration 129Q: 3 clusters Score -7175396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -7175398.500000 Penalty: 3541.759033
	Iteration 130Q: 3 clusters Score -7175398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -7175395.000000 Penalty: 3541.759033
	Iteration 131Q: 3 clusters Score -7175395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -7175393.500000 Penalty: 3541.759033
	Iteration 132Q: 3 clusters Score -7175394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -7175392.500000 Penalty: 3541.759033
	Iteration 133Q: 3 clusters Score -7175392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -7175393.500000 Penalty: 3541.759033
	Iteration 134Q: 3 clusters Score -7175394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -7175393.000000 Penalty: 3541.759033
	Iteration 135Q: 3 clusters Score -7175393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -7175394.500000 Penalty: 3541.759033
	Iteration 136Q: 3 clusters Score -7175394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -7175394.500000 Penalty: 3541.759033
	Iteration 137F: 3 clusters Score -7175394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -641593.625000 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -641593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -637623.375000 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -637623.4 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -638728.312500 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -638728.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -638926.500000 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -638926.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -639051.375000 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -639051.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -639142.125000 Penalty: 2764.164062
	Iteration 4Q: 3 clusters Score -639142.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -639208.187500 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -639208.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -639267.250000 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -639267.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -639320.562500 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -639320.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -639378.312500 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -639378.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -639441.187500 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -639441.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -639523.812500 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -639523.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -639616.187500 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -639616.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -639753.875000 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -639753.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -639905.750000 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -639905.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -640088.375000 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -640088.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -640261.062500 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -640261.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -640389.625000 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -640389.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -640489.812500 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -640489.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -640556.625000 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -640556.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -640605.875000 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -640605.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -640642.187500 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -640642.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -640670.562500 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -640670.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -640694.625000 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -640694.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -640715.187500 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -640715.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -640729.562500 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -640729.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -640737.812500 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -640737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -640743.437500 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -640743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -640746.000000 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -640746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -640746.500000 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -640746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -640748.250000 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -640748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -640753.312500 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -640753.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -640754.250000 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -640754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -640755.062500 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -640755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -640754.312500 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -640754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -640754.687500 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -640754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -640755.625000 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -640755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -640756.375000 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -640756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -640756.375000 Penalty: 2764.164062
	Iteration 37F: 3 clusters Score -640756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -103237.210938 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -103237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101966.992188 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -101967 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102411.742188 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -102411.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102627.085938 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -102627.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102735.000000 Penalty: 2186.804199
	Iteration 3F: 3 clusters Score -102735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102772.210938 Penalty: 2186.804199
	Iteration 4Q: 3 clusters Score -102772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102797.562500 Penalty: 2186.804199
	Iteration 5Q: 3 clusters Score -102797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102806.289062 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -102806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102806.734375 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -102806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102808.765625 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -102808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102810.265625 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -102810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102816.468750 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -102816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102816.468750 Penalty: 2186.804199
	Iteration 11F: 3 clusters Score -102816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Entering Unmasked Estep 
Score: -2223057.000000 Penalty: 1591.770752
	Iteration 0F: 2 clusters Score -2223057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2210832.000000 Penalty: 3183.541504
	Iteration 0F: 3 clusters Score -2210832 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2215446.750000 Penalty: 3183.541504
	Iteration 1F: 3 clusters Score -2215447 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2216052.000000 Penalty: 3183.541504
	Iteration 2F: 3 clusters Score -2216052 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2216713.500000 Penalty: 3183.541504
	Iteration 3F: 3 clusters Score -2216714 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2217521.000000 Penalty: 3183.541504
	Iteration 4F: 3 clusters Score -2217521 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2218454.250000 Penalty: 3183.541504
	Iteration 5F: 3 clusters Score -2218454 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2219355.000000 Penalty: 3183.541504
	Iteration 6F: 3 clusters Score -2219355 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2220018.000000 Penalty: 3183.541504
	Iteration 7F: 3 clusters Score -2220018 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2220504.250000 Penalty: 3183.541504
	Iteration 8Q: 3 clusters Score -2220504 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2220831.500000 Penalty: 3183.541504
	Iteration 9Q: 3 clusters Score -2220832 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2221014.250000 Penalty: 3183.541504
	Iteration 10Q: 3 clusters Score -2221014 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2221146.500000 Penalty: 3183.541504
	Iteration 11Q: 3 clusters Score -2221146 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2221223.250000 Penalty: 3183.541504
	Iteration 12Q: 3 clusters Score -2221223 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2221285.750000 Penalty: 3183.541504
	Iteration 13Q: 3 clusters Score -2221286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2221346.750000 Penalty: 3183.541504
	Iteration 14Q: 3 clusters Score -2221347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2221381.250000 Penalty: 3183.541504
	Iteration 15Q: 3 clusters Score -2221381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2221403.750000 Penalty: 3183.541504
	Iteration 16Q: 3 clusters Score -2221404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2221422.500000 Penalty: 3183.541504
	Iteration 17Q: 3 clusters Score -2221422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2221444.500000 Penalty: 3183.541504
	Iteration 18Q: 3 clusters Score -2221444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2221458.250000 Penalty: 3183.541504
	Iteration 19Q: 3 clusters Score -2221458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2221475.000000 Penalty: 3183.541504
	Iteration 20F: 3 clusters Score -2221475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2221490.750000 Penalty: 3183.541504
	Iteration 21Q: 3 clusters Score -2221491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2221506.000000 Penalty: 3183.541504
	Iteration 22Q: 3 clusters Score -2221506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2221508.500000 Penalty: 3183.541504
	Iteration 23Q: 3 clusters Score -2221508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2221523.250000 Penalty: 3183.541504
	Iteration 24Q: 3 clusters Score -2221523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2221530.250000 Penalty: 3183.541504
	Iteration 25Q: 3 clusters Score -2221530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2221541.250000 Penalty: 3183.541504
	Iteration 26Q: 3 clusters Score -2221541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2221547.500000 Penalty: 3183.541504
	Iteration 27Q: 3 clusters Score -2221548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2221558.500000 Penalty: 3183.541504
	Iteration 28Q: 3 clusters Score -2221558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2221568.250000 Penalty: 3183.541504
	Iteration 29Q: 3 clusters Score -2221568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2221572.000000 Penalty: 3183.541504
	Iteration 30Q: 3 clusters Score -2221572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2221593.500000 Penalty: 3183.541504
	Iteration 31Q: 3 clusters Score -2221594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2221606.250000 Penalty: 3183.541504
	Iteration 32Q: 3 clusters Score -2221606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2221618.500000 Penalty: 3183.541504
	Iteration 33Q: 3 clusters Score -2221618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2221645.250000 Penalty: 3183.541504
	Iteration 34Q: 3 clusters Score -2221645 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2221673.500000 Penalty: 3183.541504
	Iteration 35Q: 3 clusters Score -2221674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2221714.750000 Penalty: 3183.541504
	Iteration 36Q: 3 clusters Score -2221715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2221748.500000 Penalty: 3183.541504
	Iteration 37Q: 3 clusters Score -2221748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2221784.000000 Penalty: 3183.541504
	Iteration 38Q: 3 clusters Score -2221784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2221831.000000 Penalty: 3183.541504
	Iteration 39Q: 3 clusters Score -2221831 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2221887.000000 Penalty: 3183.541504
	Iteration 40F: 3 clusters Score -2221887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2221940.750000 Penalty: 3183.541504
	Iteration 41Q: 3 clusters Score -2221941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2221975.250000 Penalty: 3183.541504
	Iteration 42Q: 3 clusters Score -2221975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2222026.250000 Penalty: 3183.541504
	Iteration 43Q: 3 clusters Score -2222026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2222073.000000 Penalty: 3183.541504
	Iteration 44Q: 3 clusters Score -2222073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2222104.500000 Penalty: 3183.541504
	Iteration 45Q: 3 clusters Score -2222104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2222129.500000 Penalty: 3183.541504
	Iteration 46Q: 3 clusters Score -2222130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2222149.250000 Penalty: 3183.541504
	Iteration 47Q: 3 clusters Score -2222149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2222169.500000 Penalty: 3183.541504
	Iteration 48Q: 3 clusters Score -2222170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2222176.250000 Penalty: 3183.541504
	Iteration 49Q: 3 clusters Score -2222176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2222197.000000 Penalty: 3183.541504
	Iteration 50Q: 3 clusters Score -2222197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2222202.500000 Penalty: 3183.541504
	Iteration 51Q: 3 clusters Score -2222202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2222204.750000 Penalty: 3183.541504
	Iteration 52Q: 3 clusters Score -2222205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2222213.500000 Penalty: 3183.541504
	Iteration 53Q: 3 clusters Score -2222214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2222214.500000 Penalty: 3183.541504
	Iteration 54Q: 3 clusters Score -2222214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2222216.000000 Penalty: 3183.541504
	Iteration 55Q: 3 clusters Score -2222216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2222217.750000 Penalty: 3183.541504
	Iteration 56Q: 3 clusters Score -2222218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2222217.750000 Penalty: 3183.541504
	Iteration 57Q: 3 clusters Score -2222218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2222220.500000 Penalty: 3183.541504
	Iteration 58Q: 3 clusters Score -2222220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2222224.250000 Penalty: 3183.541504
	Iteration 59Q: 3 clusters Score -2222224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2222224.000000 Penalty: 3183.541504
	Iteration 60F: 3 clusters Score -2222224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2222225.500000 Penalty: 3183.541504
	Iteration 61Q: 3 clusters Score -2222226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2222226.750000 Penalty: 3183.541504
	Iteration 62Q: 3 clusters Score -2222227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2222229.250000 Penalty: 3183.541504
	Iteration 63Q: 3 clusters Score -2222229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2222229.000000 Penalty: 3183.541504
	Iteration 64Q: 3 clusters Score -2222229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2222229.250000 Penalty: 3183.541504
	Iteration 65Q: 3 clusters Score -2222229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2222228.250000 Penalty: 3183.541504
	Iteration 66Q: 3 clusters Score -2222228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2222229.250000 Penalty: 3183.541504
	Iteration 67Q: 3 clusters Score -2222229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2222230.000000 Penalty: 3183.541504
	Iteration 68Q: 3 clusters Score -2222230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2222227.250000 Penalty: 3183.541504
	Iteration 69Q: 3 clusters Score -2222227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2222230.250000 Penalty: 3183.541504
	Iteration 70Q: 3 clusters Score -2222230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2222230.250000 Penalty: 3183.541504
	Iteration 71F: 3 clusters Score -2222230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Entering Unmasked Estep 
Score: -3621741.500000 Penalty: 1661.843506
	Iteration 0F: 2 clusters Score -3621742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3603065.250000 Penalty: 3323.687012
	Iteration 0F: 3 clusters Score -3603065 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3610265.250000 Penalty: 3323.687012
	Iteration 1F: 3 clusters Score -3610265 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3610640.500000 Penalty: 3323.687012
	Iteration 2Q: 3 clusters Score -3610640 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3610986.750000 Penalty: 3323.687012
	Iteration 3Q: 3 clusters Score -3610987 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3611303.750000 Penalty: 3323.687012
	Iteration 4Q: 3 clusters Score -3611304 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3611629.000000 Penalty: 3323.687012
	Iteration 5Q: 3 clusters Score -3611629 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3611982.250000 Penalty: 3323.687012
	Iteration 6Q: 3 clusters Score -3611982 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3612409.250000 Penalty: 3323.687012
	Iteration 7Q: 3 clusters Score -3612409 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3612987.250000 Penalty: 3323.687012
	Iteration 8Q: 3 clusters Score -3612987 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3613705.000000 Penalty: 3323.687012
	Iteration 9Q: 3 clusters Score -3613705 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3614542.750000 Penalty: 3323.687012
	Iteration 10Q: 3 clusters Score -3614543 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3615545.500000 Penalty: 3323.687012
	Iteration 11F: 3 clusters Score -3615546 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3616544.500000 Penalty: 3323.687012
	Iteration 12Q: 3 clusters Score -3616544 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3617477.750000 Penalty: 3323.687012
	Iteration 13Q: 3 clusters Score -3617478 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3618158.250000 Penalty: 3323.687012
	Iteration 14Q: 3 clusters Score -3618158 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3618627.000000 Penalty: 3323.687012
	Iteration 15Q: 3 clusters Score -3618627 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3618981.000000 Penalty: 3323.687012
	Iteration 16Q: 3 clusters Score -3618981 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3619244.500000 Penalty: 3323.687012
	Iteration 17Q: 3 clusters Score -3619244 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3619483.250000 Penalty: 3323.687012
	Iteration 18Q: 3 clusters Score -3619483 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3619716.000000 Penalty: 3323.687012
	Iteration 19Q: 3 clusters Score -3619716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3619934.500000 Penalty: 3323.687012
	Iteration 20F: 3 clusters Score -3619934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3620134.250000 Penalty: 3323.687012
	Iteration 21Q: 3 clusters Score -3620134 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3620278.000000 Penalty: 3323.687012
	Iteration 22Q: 3 clusters Score -3620278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3620373.500000 Penalty: 3323.687012
	Iteration 23Q: 3 clusters Score -3620374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3620440.500000 Penalty: 3323.687012
	Iteration 24Q: 3 clusters Score -3620440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3620479.750000 Penalty: 3323.687012
	Iteration 25Q: 3 clusters Score -3620480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3620502.000000 Penalty: 3323.687012
	Iteration 26Q: 3 clusters Score -3620502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3620508.500000 Penalty: 3323.687012
	Iteration 27Q: 3 clusters Score -3620508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3620520.250000 Penalty: 3323.687012
	Iteration 28Q: 3 clusters Score -3620520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3620539.750000 Penalty: 3323.687012
	Iteration 29Q: 3 clusters Score -3620540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3620561.250000 Penalty: 3323.687012
	Iteration 30Q: 3 clusters Score -3620561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3620576.250000 Penalty: 3323.687012
	Iteration 31Q: 3 clusters Score -3620576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3620579.000000 Penalty: 3323.687012
	Iteration 32Q: 3 clusters Score -3620579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3620586.750000 Penalty: 3323.687012
	Iteration 33Q: 3 clusters Score -3620587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3620594.500000 Penalty: 3323.687012
	Iteration 34Q: 3 clusters Score -3620594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3620599.750000 Penalty: 3323.687012
	Iteration 35Q: 3 clusters Score -3620600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3620598.000000 Penalty: 3323.687012
	Iteration 36Q: 3 clusters Score -3620598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3620601.500000 Penalty: 3323.687012
	Iteration 37Q: 3 clusters Score -3620602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3620605.000000 Penalty: 3323.687012
	Iteration 38Q: 3 clusters Score -3620605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3620605.000000 Penalty: 3323.687012
	Iteration 39Q: 3 clusters Score -3620605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3620607.500000 Penalty: 3323.687012
	Iteration 40F: 3 clusters Score -3620608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3620601.500000 Penalty: 3323.687012
	Iteration 41Q: 3 clusters Score -3620602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3620606.500000 Penalty: 3323.687012
	Iteration 42Q: 3 clusters Score -3620606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3620609.500000 Penalty: 3323.687012
	Iteration 43Q: 3 clusters Score -3620610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3620609.250000 Penalty: 3323.687012
	Iteration 44Q: 3 clusters Score -3620609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3620609.250000 Penalty: 3323.687012
	Iteration 45Q: 3 clusters Score -3620609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3620610.500000 Penalty: 3323.687012
	Iteration 46Q: 3 clusters Score -3620610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3620610.000000 Penalty: 3323.687012
	Iteration 47Q: 3 clusters Score -3620610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3620612.000000 Penalty: 3323.687012
	Iteration 48Q: 3 clusters Score -3620612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3620611.250000 Penalty: 3323.687012
	Iteration 49Q: 3 clusters Score -3620611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3620612.250000 Penalty: 3323.687012
	Iteration 50Q: 3 clusters Score -3620612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3620616.000000 Penalty: 3323.687012
	Iteration 51Q: 3 clusters Score -3620616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3620617.000000 Penalty: 3323.687012
	Iteration 52Q: 3 clusters Score -3620617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3620618.000000 Penalty: 3323.687012
	Iteration 53Q: 3 clusters Score -3620618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3620615.750000 Penalty: 3323.687012
	Iteration 54Q: 3 clusters Score -3620616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3620618.500000 Penalty: 3323.687012
	Iteration 55Q: 3 clusters Score -3620618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3620618.500000 Penalty: 3323.687012
	Iteration 56F: 3 clusters Score -3620618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Entering Unmasked Estep 
Score: -7524719.000000 Penalty: 1778.751709
	Iteration 0F: 2 clusters Score -7524719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -7488848.000000 Penalty: 3557.503418
	Iteration 0F: 3 clusters Score -7488848 nChanged 26835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -7504417.000000 Penalty: 3557.503418
	Iteration 1F: 3 clusters Score -7504417 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -7504929.000000 Penalty: 3557.503418
	Iteration 2Q: 3 clusters Score -7504929 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -7505369.500000 Penalty: 3557.503418
	Iteration 3Q: 3 clusters Score -7505370 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -7506057.000000 Penalty: 3557.503418
	Iteration 4Q: 3 clusters Score -7506057 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -7506893.500000 Penalty: 3557.503418
	Iteration 5Q: 3 clusters Score -7506894 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7508124.000000 Penalty: 3557.503418
	Iteration 6Q: 3 clusters Score -7508124 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -7509773.000000 Penalty: 3557.503418
	Iteration 7Q: 3 clusters Score -7509773 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -7511718.000000 Penalty: 3557.503418
	Iteration 8F: 3 clusters Score -7511718 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7513829.000000 Penalty: 3557.503418
	Iteration 9F: 3 clusters Score -7513829 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7515878.500000 Penalty: 3557.503418
	Iteration 10F: 3 clusters Score -7515878 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -7517600.500000 Penalty: 3557.503418
	Iteration 11Q: 3 clusters Score -7517600 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -7518755.000000 Penalty: 3557.503418
	Iteration 12Q: 3 clusters Score -7518755 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -7519487.000000 Penalty: 3557.503418
	Iteration 13Q: 3 clusters Score -7519487 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -7520158.500000 Penalty: 3557.503418
	Iteration 14Q: 3 clusters Score -7520158 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -7520663.500000 Penalty: 3557.503418
	Iteration 15Q: 3 clusters Score -7520664 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -7521103.000000 Penalty: 3557.503418
	Iteration 16Q: 3 clusters Score -7521103 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -7521488.000000 Penalty: 3557.503418
	Iteration 17Q: 3 clusters Score -7521488 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -7521798.000000 Penalty: 3557.503418
	Iteration 18Q: 3 clusters Score -7521798 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -7522139.500000 Penalty: 3557.503418
	Iteration 19Q: 3 clusters Score -7522140 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -7522448.000000 Penalty: 3557.503418
	Iteration 20F: 3 clusters Score -7522448 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -7522732.000000 Penalty: 3557.503418
	Iteration 21Q: 3 clusters Score -7522732 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7522870.500000 Penalty: 3557.503418
	Iteration 22Q: 3 clusters Score -7522870 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -7523012.000000 Penalty: 3557.503418
	Iteration 23Q: 3 clusters Score -7523012 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -7523137.000000 Penalty: 3557.503418
	Iteration 24Q: 3 clusters Score -7523137 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7523218.500000 Penalty: 3557.503418
	Iteration 25Q: 3 clusters Score -7523218 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -7523306.000000 Penalty: 3557.503418
	Iteration 26Q: 3 clusters Score -7523306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -7523363.000000 Penalty: 3557.503418
	Iteration 27Q: 3 clusters Score -7523363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -7523429.000000 Penalty: 3557.503418
	Iteration 28Q: 3 clusters Score -7523429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -7523453.000000 Penalty: 3557.503418
	Iteration 29Q: 3 clusters Score -7523453 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -7523491.500000 Penalty: 3557.503418
	Iteration 30Q: 3 clusters Score -7523492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -7523518.500000 Penalty: 3557.503418
	Iteration 31Q: 3 clusters Score -7523518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -7523527.500000 Penalty: 3557.503418
	Iteration 32Q: 3 clusters Score -7523528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -7523578.000000 Penalty: 3557.503418
	Iteration 33Q: 3 clusters Score -7523578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -7523602.500000 Penalty: 3557.503418
	Iteration 34Q: 3 clusters Score -7523602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -7523625.500000 Penalty: 3557.503418
	Iteration 35Q: 3 clusters Score -7523626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7523643.000000 Penalty: 3557.503418
	Iteration 36Q: 3 clusters Score -7523643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7523654.000000 Penalty: 3557.503418
	Iteration 37Q: 3 clusters Score -7523654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7523661.500000 Penalty: 3557.503418
	Iteration 38Q: 3 clusters Score -7523662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -7523658.500000 Penalty: 3557.503418
	Iteration 39Q: 3 clusters Score -7523658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -7523668.000000 Penalty: 3557.503418
	Iteration 40F: 3 clusters Score -7523668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -7523666.500000 Penalty: 3557.503418
	Iteration 41Q: 3 clusters Score -7523666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -7523678.000000 Penalty: 3557.503418
	Iteration 42Q: 3 clusters Score -7523678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -7523679.000000 Penalty: 3557.503418
	Iteration 43Q: 3 clusters Score -7523679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -7523672.000000 Penalty: 3557.503418
	Iteration 44Q: 3 clusters Score -7523672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7523683.500000 Penalty: 3557.503418
	Iteration 45Q: 3 clusters Score -7523684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -7523676.000000 Penalty: 3557.503418
	Iteration 46Q: 3 clusters Score -7523676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -7523675.500000 Penalty: 3557.503418
	Iteration 47Q: 3 clusters Score -7523676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -7523679.500000 Penalty: 3557.503418
	Iteration 48Q: 3 clusters Score -7523680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7523676.500000 Penalty: 3557.503418
	Iteration 49Q: 3 clusters Score -7523676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7523674.500000 Penalty: 3557.503418
	Iteration 50Q: 3 clusters Score -7523674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -7523677.000000 Penalty: 3557.503418
	Iteration 51Q: 3 clusters Score -7523677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -7523682.500000 Penalty: 3557.503418
	Iteration 52Q: 3 clusters Score -7523682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -7523679.000000 Penalty: 3557.503418
	Iteration 53Q: 3 clusters Score -7523679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7523680.500000 Penalty: 3557.503418
	Iteration 54Q: 3 clusters Score -7523680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -7523682.500000 Penalty: 3557.503418
	Iteration 55Q: 3 clusters Score -7523682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7523681.500000 Penalty: 3557.503418
	Iteration 56Q: 3 clusters Score -7523682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7523681.500000 Penalty: 3557.503418
	Iteration 57F: 3 clusters Score -7523682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Entering Unmasked Estep 
Score: -1477514.125000 Penalty: 1519.688110
	Iteration 0F: 2 clusters Score -1477514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1469386.375000 Penalty: 3039.376221
	Iteration 0F: 3 clusters Score -1469386 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1472180.625000 Penalty: 3039.376221
	Iteration 1F: 3 clusters Score -1472181 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1472560.000000 Penalty: 3039.376221
	Iteration 2F: 3 clusters Score -1472560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1472980.250000 Penalty: 3039.376221
	Iteration 3F: 3 clusters Score -1472980 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1473388.875000 Penalty: 3039.376221
	Iteration 4F: 3 clusters Score -1473389 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1473783.625000 Penalty: 3039.376221
	Iteration 5F: 3 clusters Score -1473784 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1474187.000000 Penalty: 3039.376221
	Iteration 6F: 3 clusters Score -1474187 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1474602.750000 Penalty: 3039.376221
	Iteration 7F: 3 clusters Score -1474603 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1474970.625000 Penalty: 3039.376221
	Iteration 8F: 3 clusters Score -1474971 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1475282.375000 Penalty: 3039.376221
	Iteration 9Q: 3 clusters Score -1475282 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1475531.000000 Penalty: 3039.376221
	Iteration 10Q: 3 clusters Score -1475531 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1475691.875000 Penalty: 3039.376221
	Iteration 11Q: 3 clusters Score -1475692 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1475848.250000 Penalty: 3039.376221
	Iteration 12Q: 3 clusters Score -1475848 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1476022.125000 Penalty: 3039.376221
	Iteration 13Q: 3 clusters Score -1476022 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1476214.875000 Penalty: 3039.376221
	Iteration 14Q: 3 clusters Score -1476215 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1476447.625000 Penalty: 3039.376221
	Iteration 15Q: 3 clusters Score -1476448 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1476677.000000 Penalty: 3039.376221
	Iteration 16Q: 3 clusters Score -1476677 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1476890.875000 Penalty: 3039.376221
	Iteration 17Q: 3 clusters Score -1476891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1477062.375000 Penalty: 3039.376221
	Iteration 18Q: 3 clusters Score -1477062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1477167.000000 Penalty: 3039.376221
	Iteration 19Q: 3 clusters Score -1477167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1477234.750000 Penalty: 3039.376221
	Iteration 20F: 3 clusters Score -1477235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1477280.625000 Penalty: 3039.376221
	Iteration 21Q: 3 clusters Score -1477281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1477309.625000 Penalty: 3039.376221
	Iteration 22Q: 3 clusters Score -1477310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1477334.625000 Penalty: 3039.376221
	Iteration 23Q: 3 clusters Score -1477335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1477343.000000 Penalty: 3039.376221
	Iteration 24Q: 3 clusters Score -1477343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1477353.375000 Penalty: 3039.376221
	Iteration 25Q: 3 clusters Score -1477353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1477360.250000 Penalty: 3039.376221
	Iteration 26Q: 3 clusters Score -1477360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1477366.250000 Penalty: 3039.376221
	Iteration 27Q: 3 clusters Score -1477366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1477370.625000 Penalty: 3039.376221
	Iteration 28Q: 3 clusters Score -1477371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1477374.000000 Penalty: 3039.376221
	Iteration 29Q: 3 clusters Score -1477374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1477379.125000 Penalty: 3039.376221
	Iteration 30Q: 3 clusters Score -1477379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1477379.875000 Penalty: 3039.376221
	Iteration 31Q: 3 clusters Score -1477380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1477382.000000 Penalty: 3039.376221
	Iteration 32Q: 3 clusters Score -1477382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1477382.125000 Penalty: 3039.376221
	Iteration 33Q: 3 clusters Score -1477382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1477382.250000 Penalty: 3039.376221
	Iteration 34Q: 3 clusters Score -1477382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1477383.125000 Penalty: 3039.376221
	Iteration 35Q: 3 clusters Score -1477383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1477383.125000 Penalty: 3039.376221
	Iteration 36F: 3 clusters Score -1477383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65788.195312 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65788.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66042.093750 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66042.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66145.953125 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66145.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66201.132812 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66201.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66234.859375 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66234.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66259.257812 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66259.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66300.546875 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66300.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66309.328125 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66309.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66317.328125 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66317.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66327.468750 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66327.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66328.687500 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66328.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66334.679688 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66334.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66335.835938 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66335.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66337.789062 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66337.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66337.789062 Penalty: 2075.735840
	Iteration 14F: 3 clusters Score -66337.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Entering Unmasked Estep 
Score: -6153592.000000 Penalty: 1744.752808
	Iteration 0F: 2 clusters Score -6153592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6123676.500000 Penalty: 3489.505615
	Iteration 0F: 3 clusters Score -6123676 nChanged 21439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6135670.000000 Penalty: 3489.505615
	Iteration 1F: 3 clusters Score -6135670 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6136307.000000 Penalty: 3489.505615
	Iteration 2Q: 3 clusters Score -6136307 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6137111.500000 Penalty: 3489.505615
	Iteration 3Q: 3 clusters Score -6137112 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6138287.000000 Penalty: 3489.505615
	Iteration 4F: 3 clusters Score -6138287 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -6140016.500000 Penalty: 3489.505615
	Iteration 5F: 3 clusters Score -6140016 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -6142464.500000 Penalty: 3489.505615
	Iteration 6F: 3 clusters Score -6142464 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6145325.000000 Penalty: 3489.505615
	Iteration 7F: 3 clusters Score -6145325 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6148076.500000 Penalty: 3489.505615
	Iteration 8F: 3 clusters Score -6148076 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6149838.000000 Penalty: 3489.505615
	Iteration 9Q: 3 clusters Score -6149838 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -6150864.500000 Penalty: 3489.505615
	Iteration 10Q: 3 clusters Score -6150864 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6151402.500000 Penalty: 3489.505615
	Iteration 11Q: 3 clusters Score -6151402 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6151635.500000 Penalty: 3489.505615
	Iteration 12Q: 3 clusters Score -6151636 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6151817.000000 Penalty: 3489.505615
	Iteration 13Q: 3 clusters Score -6151817 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6151924.000000 Penalty: 3489.505615
	Iteration 14Q: 3 clusters Score -6151924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6151977.500000 Penalty: 3489.505615
	Iteration 15Q: 3 clusters Score -6151978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6152047.000000 Penalty: 3489.505615
	Iteration 16Q: 3 clusters Score -6152047 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6152079.500000 Penalty: 3489.505615
	Iteration 17Q: 3 clusters Score -6152080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6152084.500000 Penalty: 3489.505615
	Iteration 18Q: 3 clusters Score -6152084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6152096.000000 Penalty: 3489.505615
	Iteration 19Q: 3 clusters Score -6152096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6152136.000000 Penalty: 3489.505615
	Iteration 20F: 3 clusters Score -6152136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6152160.500000 Penalty: 3489.505615
	Iteration 21Q: 3 clusters Score -6152160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6152199.000000 Penalty: 3489.505615
	Iteration 22Q: 3 clusters Score -6152199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6152208.000000 Penalty: 3489.505615
	Iteration 23Q: 3 clusters Score -6152208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6152213.000000 Penalty: 3489.505615
	Iteration 24Q: 3 clusters Score -6152213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6152213.500000 Penalty: 3489.505615
	Iteration 25Q: 3 clusters Score -6152214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6152220.500000 Penalty: 3489.505615
	Iteration 26Q: 3 clusters Score -6152220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6152222.500000 Penalty: 3489.505615
	Iteration 27Q: 3 clusters Score -6152222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6152226.500000 Penalty: 3489.505615
	Iteration 28Q: 3 clusters Score -6152226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6152229.000000 Penalty: 3489.505615
	Iteration 29Q: 3 clusters Score -6152229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6152229.000000 Penalty: 3489.505615
	Iteration 30F: 3 clusters Score -6152229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26604.121094 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26604.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26706.427734 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26706.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26785.244141 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26785.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26866.843750 Penalty: 1783.904785
	Iteration 3F: 3 clusters Score -26866.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26919.251953 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26919.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26987.423828 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26987.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -27028.388672 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -27028.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27101.572266 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -27101.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -27125.335938 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -27125.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27159.650391 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -27159.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27163.097656 Penalty: 1783.904785
	Iteration 10Q: 3 clusters Score -27163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27167.636719 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -27167.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27167.636719 Penalty: 1783.904785
	Iteration 12F: 3 clusters Score -27167.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -51560.292969 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -51560.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50514.585938 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -50514.59 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50937.972656 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -50937.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51186.230469 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -51186.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51330.414062 Penalty: 2048.945801
	Iteration 3F: 3 clusters Score -51330.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51399.417969 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -51399.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51451.812500 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -51451.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51474.437500 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -51474.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51482.351562 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -51482.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51493.253906 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -51493.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51504.140625 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -51504.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51510.988281 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -51510.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51512.066406 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -51512.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51512.386719 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -51512.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51512.632812 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -51512.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51512.632812 Penalty: 2048.945801
	Iteration 14F: 3 clusters Score -51512.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -119058.632812 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -119058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117691.718750 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -117691.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118147.140625 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -118147.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118366.468750 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -118366.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -118533.960938 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -118534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -118659.218750 Penalty: 2246.641357
	Iteration 4Q: 3 clusters Score -118659.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118774.617188 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -118774.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118873.148438 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -118873.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118970.554688 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -118970.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119061.070312 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -119061.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119152.796875 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -119152.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119252.070312 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -119252.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119343.453125 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -119343.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119403.125000 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -119403.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119464.523438 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -119464.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119516.375000 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -119516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119560.796875 Penalty: 2246.641357
	Iteration 15Q: 3 clusters Score -119560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -119598.648438 Penalty: 2246.641357
	Iteration 16Q: 3 clusters Score -119598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119633.195312 Penalty: 2246.641357
	Iteration 17Q: 3 clusters Score -119633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119645.835938 Penalty: 2246.641357
	Iteration 18Q: 3 clusters Score -119645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119647.000000 Penalty: 2246.641357
	Iteration 19Q: 3 clusters Score -119647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119647.000000 Penalty: 2246.641357
	Iteration 20F: 3 clusters Score -119647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85972040.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85972656.000000 to -85972040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2605919.000000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605919 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2609948.750000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609949 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2610481.500000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610482 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2611105.250000 Penalty: 3148.096191
	Iteration 3F: 3 clusters Score -2611105 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2611829.500000 Penalty: 3148.096191
	Iteration 4F: 3 clusters Score -2611830 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2612577.750000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2612578 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2613143.750000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2613144 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2613572.250000 Penalty: 3148.096191
	Iteration 7Q: 3 clusters Score -2613572 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2613850.500000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2613850 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2614037.250000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2614037 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2614159.750000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614160 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2614257.750000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2614319.250000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2614319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2614381.750000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2614382 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2614422.750000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2614423 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2614448.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2614448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2614473.250000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2614473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2614502.000000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2614502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2614518.500000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2614518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2614545.000000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2614545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2614575.000000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2614575 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2614600.250000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2614600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2614618.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2614618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2614654.500000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2614654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2614686.250000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2614686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2614728.250000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2614728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2614766.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2614766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2614823.750000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2614824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2614867.250000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2614867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2614912.000000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2614912 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2614960.500000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2614960 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2615026.000000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2615026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2615076.000000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2615076 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2615124.250000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2615124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2615180.000000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2615180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2615224.750000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2615225 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2615263.250000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2615263 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2615307.000000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2615307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2615348.500000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2615348 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2615378.500000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2615378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2615424.750000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2615425 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2615467.750000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2615468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2615502.750000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2615503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2615542.500000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2615542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2615572.250000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2615572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2615596.750000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2615597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2615628.500000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2615628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2615662.750000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2615663 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2615688.500000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2615688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2615714.250000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2615714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2615739.500000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2615740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2615767.000000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2615767 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2615775.750000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2615776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2615791.000000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2615791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2615800.500000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2615800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2615820.750000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2615821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2615825.000000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2615825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2615825.500000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2615826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2615826.000000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2615826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2615828.000000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2615828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2615841.000000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2615841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2615836.000000 Penalty: 3148.096191
	Iteration 61Q: 3 clusters Score -2615836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2615848.500000 Penalty: 3148.096191
	Iteration 62Q: 3 clusters Score -2615848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2615849.250000 Penalty: 3148.096191
	Iteration 63Q: 3 clusters Score -2615849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2615852.750000 Penalty: 3148.096191
	Iteration 64Q: 3 clusters Score -2615853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2615858.250000 Penalty: 3148.096191
	Iteration 65Q: 3 clusters Score -2615858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2615863.750000 Penalty: 3148.096191
	Iteration 66Q: 3 clusters Score -2615864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2615866.500000 Penalty: 3148.096191
	Iteration 67Q: 3 clusters Score -2615866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2615868.250000 Penalty: 3148.096191
	Iteration 68Q: 3 clusters Score -2615868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2615867.000000 Penalty: 3148.096191
	Iteration 69Q: 3 clusters Score -2615867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2615865.750000 Penalty: 3148.096191
	Iteration 70Q: 3 clusters Score -2615866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2615873.750000 Penalty: 3148.096191
	Iteration 71Q: 3 clusters Score -2615874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2615872.750000 Penalty: 3148.096191
	Iteration 72Q: 3 clusters Score -2615873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2615875.750000 Penalty: 3148.096191
	Iteration 73Q: 3 clusters Score -2615876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2615880.250000 Penalty: 3148.096191
	Iteration 74Q: 3 clusters Score -2615880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2615875.750000 Penalty: 3148.096191
	Iteration 75Q: 3 clusters Score -2615876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2615877.500000 Penalty: 3148.096191
	Iteration 76Q: 3 clusters Score -2615878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2615877.250000 Penalty: 3148.096191
	Iteration 77Q: 3 clusters Score -2615877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2615882.500000 Penalty: 3148.096191
	Iteration 78Q: 3 clusters Score -2615882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2615884.500000 Penalty: 3148.096191
	Iteration 79Q: 3 clusters Score -2615884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2615886.500000 Penalty: 3148.096191
	Iteration 80F: 3 clusters Score -2615886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2615885.250000 Penalty: 3148.096191
	Iteration 81Q: 3 clusters Score -2615885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2615885.750000 Penalty: 3148.096191
	Iteration 82Q: 3 clusters Score -2615886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2615888.000000 Penalty: 3148.096191
	Iteration 83Q: 3 clusters Score -2615888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2615885.000000 Penalty: 3148.096191
	Iteration 84Q: 3 clusters Score -2615885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2615889.250000 Penalty: 3148.096191
	Iteration 85Q: 3 clusters Score -2615889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2615888.500000 Penalty: 3148.096191
	Iteration 86Q: 3 clusters Score -2615888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2615888.250000 Penalty: 3148.096191
	Iteration 87Q: 3 clusters Score -2615888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2615897.250000 Penalty: 3148.096191
	Iteration 88Q: 3 clusters Score -2615897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2615897.250000 Penalty: 3148.096191
	Iteration 89F: 3 clusters Score -2615897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Entering Unmasked Estep 
Score: -5978498.000000 Penalty: 1740.183960
	Iteration 0F: 2 clusters Score -5978498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5948469.000000 Penalty: 3480.367920
	Iteration 0F: 3 clusters Score -5948469 nChanged 21038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5960159.000000 Penalty: 3480.367920
	Iteration 1F: 3 clusters Score -5960159 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5960674.000000 Penalty: 3480.367920
	Iteration 2Q: 3 clusters Score -5960674 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5961117.500000 Penalty: 3480.367920
	Iteration 3Q: 3 clusters Score -5961118 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -5961724.500000 Penalty: 3480.367920
	Iteration 4Q: 3 clusters Score -5961724 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5962546.500000 Penalty: 3480.367920
	Iteration 5Q: 3 clusters Score -5962546 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5963838.500000 Penalty: 3480.367920
	Iteration 6F: 3 clusters Score -5963838 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -5965824.500000 Penalty: 3480.367920
	Iteration 7F: 3 clusters Score -5965824 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5968660.000000 Penalty: 3480.367920
	Iteration 8F: 3 clusters Score -5968660 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5971678.500000 Penalty: 3480.367920
	Iteration 9F: 3 clusters Score -5971678 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5974129.000000 Penalty: 3480.367920
	Iteration 10F: 3 clusters Score -5974129 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5975481.500000 Penalty: 3480.367920
	Iteration 11Q: 3 clusters Score -5975482 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5976207.500000 Penalty: 3480.367920
	Iteration 12Q: 3 clusters Score -5976208 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5976549.500000 Penalty: 3480.367920
	Iteration 13Q: 3 clusters Score -5976550 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5976738.500000 Penalty: 3480.367920
	Iteration 14Q: 3 clusters Score -5976738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5976850.500000 Penalty: 3480.367920
	Iteration 15Q: 3 clusters Score -5976850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5976927.500000 Penalty: 3480.367920
	Iteration 16Q: 3 clusters Score -5976928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5977012.500000 Penalty: 3480.367920
	Iteration 17Q: 3 clusters Score -5977012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5977045.500000 Penalty: 3480.367920
	Iteration 18Q: 3 clusters Score -5977046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5977061.000000 Penalty: 3480.367920
	Iteration 19Q: 3 clusters Score -5977061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5977068.500000 Penalty: 3480.367920
	Iteration 20F: 3 clusters Score -5977068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5977090.500000 Penalty: 3480.367920
	Iteration 21Q: 3 clusters Score -5977090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5977100.000000 Penalty: 3480.367920
	Iteration 22Q: 3 clusters Score -5977100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5977105.500000 Penalty: 3480.367920
	Iteration 23Q: 3 clusters Score -5977106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5977115.500000 Penalty: 3480.367920
	Iteration 24Q: 3 clusters Score -5977116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5977126.000000 Penalty: 3480.367920
	Iteration 25Q: 3 clusters Score -5977126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5977135.500000 Penalty: 3480.367920
	Iteration 26Q: 3 clusters Score -5977136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5977134.500000 Penalty: 3480.367920
	Iteration 27Q: 3 clusters Score -5977134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5977137.000000 Penalty: 3480.367920
	Iteration 28Q: 3 clusters Score -5977137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5977135.500000 Penalty: 3480.367920
	Iteration 29Q: 3 clusters Score -5977136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5977134.500000 Penalty: 3480.367920
	Iteration 30Q: 3 clusters Score -5977134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5977134.500000 Penalty: 3480.367920
	Iteration 31F: 3 clusters Score -5977134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15944.543945 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15944.54 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16204.690430 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16204.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16335.624023 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16335.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16401.902344 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -16401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16421.740234 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16421.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16431.882812 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16431.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16433.509766 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16433.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16439.314453 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16439.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16444.109375 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -16444.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16444.109375 Penalty: 1886.668823
	Iteration 9F: 3 clusters Score -16444.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23871.197266 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23871.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23986.746094 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -23986.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24015.822266 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -24015.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24033.554688 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24033.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24041.941406 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24041.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24049.152344 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24049.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24049.708984 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -24049.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24051.207031 Penalty: 1749.960938
	Iteration 7Q: 3 clusters Score -24051.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24054.886719 Penalty: 1749.960938
	Iteration 8Q: 3 clusters Score -24054.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24054.886719 Penalty: 1749.960938
	Iteration 9F: 3 clusters Score -24054.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Entering Unmasked Estep 
Score: -783520.125000 Penalty: 1412.965454
	Iteration 0F: 2 clusters Score -783520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -778965.125000 Penalty: 2825.930908
	Iteration 0F: 3 clusters Score -778965.1 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -780366.937500 Penalty: 2825.930908
	Iteration 1F: 3 clusters Score -780366.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -780678.375000 Penalty: 2825.930908
	Iteration 2F: 3 clusters Score -780678.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -780952.000000 Penalty: 2825.930908
	Iteration 3F: 3 clusters Score -780952 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -781184.812500 Penalty: 2825.930908
	Iteration 4F: 3 clusters Score -781184.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -781451.062500 Penalty: 2825.930908
	Iteration 5F: 3 clusters Score -781451.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -781722.562500 Penalty: 2825.930908
	Iteration 6F: 3 clusters Score -781722.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -782005.812500 Penalty: 2825.930908
	Iteration 7F: 3 clusters Score -782005.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -782229.000000 Penalty: 2825.930908
	Iteration 8Q: 3 clusters Score -782229 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -782406.062500 Penalty: 2825.930908
	Iteration 9Q: 3 clusters Score -782406.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -782518.562500 Penalty: 2825.930908
	Iteration 10Q: 3 clusters Score -782518.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -782591.312500 Penalty: 2825.930908
	Iteration 11Q: 3 clusters Score -782591.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -782624.750000 Penalty: 2825.930908
	Iteration 12Q: 3 clusters Score -782624.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -782643.375000 Penalty: 2825.930908
	Iteration 13Q: 3 clusters Score -782643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -782658.812500 Penalty: 2825.930908
	Iteration 14Q: 3 clusters Score -782658.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -782673.125000 Penalty: 2825.930908
	Iteration 15Q: 3 clusters Score -782673.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -782683.500000 Penalty: 2825.930908
	Iteration 16Q: 3 clusters Score -782683.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -782694.062500 Penalty: 2825.930908
	Iteration 17Q: 3 clusters Score -782694.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -782700.625000 Penalty: 2825.930908
	Iteration 18Q: 3 clusters Score -782700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -782705.562500 Penalty: 2825.930908
	Iteration 19Q: 3 clusters Score -782705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -782707.687500 Penalty: 2825.930908
	Iteration 20F: 3 clusters Score -782707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -782709.687500 Penalty: 2825.930908
	Iteration 21Q: 3 clusters Score -782709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -782709.937500 Penalty: 2825.930908
	Iteration 22Q: 3 clusters Score -782709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -782712.437500 Penalty: 2825.930908
	Iteration 23Q: 3 clusters Score -782712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -782713.437500 Penalty: 2825.930908
	Iteration 24Q: 3 clusters Score -782713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -782713.687500 Penalty: 2825.930908
	Iteration 25Q: 3 clusters Score -782713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -782715.437500 Penalty: 2825.930908
	Iteration 26Q: 3 clusters Score -782715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -782716.187500 Penalty: 2825.930908
	Iteration 27Q: 3 clusters Score -782716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -782717.187500 Penalty: 2825.930908
	Iteration 28Q: 3 clusters Score -782717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -782718.437500 Penalty: 2825.930908
	Iteration 29Q: 3 clusters Score -782718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -782719.562500 Penalty: 2825.930908
	Iteration 30Q: 3 clusters Score -782719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -782719.250000 Penalty: 2825.930908
	Iteration 31Q: 3 clusters Score -782719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -782719.250000 Penalty: 2825.930908
	Iteration 32F: 3 clusters Score -782719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1252175.750000 Penalty: 1493.347656
	Iteration 0F: 2 clusters Score -1252176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1245199.875000 Penalty: 2986.695312
	Iteration 0F: 3 clusters Score -1245200 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1247599.625000 Penalty: 2986.695312
	Iteration 1F: 3 clusters Score -1247600 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1248111.750000 Penalty: 2986.695312
	Iteration 2F: 3 clusters Score -1248112 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1248670.500000 Penalty: 2986.695312
	Iteration 3F: 3 clusters Score -1248670 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1249321.500000 Penalty: 2986.695312
	Iteration 4F: 3 clusters Score -1249322 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1250005.875000 Penalty: 2986.695312
	Iteration 5F: 3 clusters Score -1250006 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1250634.125000 Penalty: 2986.695312
	Iteration 6F: 3 clusters Score -1250634 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1251089.500000 Penalty: 2986.695312
	Iteration 7F: 3 clusters Score -1251090 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1251385.000000 Penalty: 2986.695312
	Iteration 8Q: 3 clusters Score -1251385 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1251573.375000 Penalty: 2986.695312
	Iteration 9Q: 3 clusters Score -1251573 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1251670.250000 Penalty: 2986.695312
	Iteration 10Q: 3 clusters Score -1251670 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1251735.500000 Penalty: 2986.695312
	Iteration 11Q: 3 clusters Score -1251736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1251773.125000 Penalty: 2986.695312
	Iteration 12Q: 3 clusters Score -1251773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1251798.375000 Penalty: 2986.695312
	Iteration 13Q: 3 clusters Score -1251798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1251812.625000 Penalty: 2986.695312
	Iteration 14Q: 3 clusters Score -1251813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1251825.125000 Penalty: 2986.695312
	Iteration 15Q: 3 clusters Score -1251825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1251831.875000 Penalty: 2986.695312
	Iteration 16Q: 3 clusters Score -1251832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1251838.000000 Penalty: 2986.695312
	Iteration 17Q: 3 clusters Score -1251838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1251839.125000 Penalty: 2986.695312
	Iteration 18Q: 3 clusters Score -1251839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1251843.125000 Penalty: 2986.695312
	Iteration 19Q: 3 clusters Score -1251843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1251844.625000 Penalty: 2986.695312
	Iteration 20F: 3 clusters Score -1251845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1251848.625000 Penalty: 2986.695312
	Iteration 21Q: 3 clusters Score -1251849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1251852.625000 Penalty: 2986.695312
	Iteration 22Q: 3 clusters Score -1251853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1251854.500000 Penalty: 2986.695312
	Iteration 23Q: 3 clusters Score -1251854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1251855.875000 Penalty: 2986.695312
	Iteration 24Q: 3 clusters Score -1251856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1251858.625000 Penalty: 2986.695312
	Iteration 25Q: 3 clusters Score -1251859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1251860.625000 Penalty: 2986.695312
	Iteration 26Q: 3 clusters Score -1251861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1251860.875000 Penalty: 2986.695312
	Iteration 27Q: 3 clusters Score -1251861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1251862.375000 Penalty: 2986.695312
	Iteration 28Q: 3 clusters Score -1251862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1251865.250000 Penalty: 2986.695312
	Iteration 29Q: 3 clusters Score -1251865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1251863.750000 Penalty: 2986.695312
	Iteration 30Q: 3 clusters Score -1251864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1251864.500000 Penalty: 2986.695312
	Iteration 31Q: 3 clusters Score -1251864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1251864.500000 Penalty: 2986.695312
	Iteration 32F: 3 clusters Score -1251864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Entering Unmasked Estep 
Score: -3139392.000000 Penalty: 1640.131348
	Iteration 0F: 2 clusters Score -3139392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3123002.500000 Penalty: 3280.262695
	Iteration 0F: 3 clusters Score -3123002 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3129084.750000 Penalty: 3280.262695
	Iteration 1F: 3 clusters Score -3129085 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3129510.750000 Penalty: 3280.262695
	Iteration 2Q: 3 clusters Score -3129511 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3130032.250000 Penalty: 3280.262695
	Iteration 3Q: 3 clusters Score -3130032 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3130688.250000 Penalty: 3280.262695
	Iteration 4F: 3 clusters Score -3130688 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3131625.250000 Penalty: 3280.262695
	Iteration 5F: 3 clusters Score -3131625 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3132839.000000 Penalty: 3280.262695
	Iteration 6F: 3 clusters Score -3132839 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3134258.750000 Penalty: 3280.262695
	Iteration 7F: 3 clusters Score -3134259 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3135517.500000 Penalty: 3280.262695
	Iteration 8F: 3 clusters Score -3135518 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3136453.250000 Penalty: 3280.262695
	Iteration 9Q: 3 clusters Score -3136453 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3137077.000000 Penalty: 3280.262695
	Iteration 10Q: 3 clusters Score -3137077 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3137422.250000 Penalty: 3280.262695
	Iteration 11Q: 3 clusters Score -3137422 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3137655.250000 Penalty: 3280.262695
	Iteration 12Q: 3 clusters Score -3137655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3137799.000000 Penalty: 3280.262695
	Iteration 13Q: 3 clusters Score -3137799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3137884.000000 Penalty: 3280.262695
	Iteration 14Q: 3 clusters Score -3137884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3137942.750000 Penalty: 3280.262695
	Iteration 15Q: 3 clusters Score -3137943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3137975.750000 Penalty: 3280.262695
	Iteration 16Q: 3 clusters Score -3137976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3138011.750000 Penalty: 3280.262695
	Iteration 17Q: 3 clusters Score -3138012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3138028.500000 Penalty: 3280.262695
	Iteration 18Q: 3 clusters Score -3138028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3138041.000000 Penalty: 3280.262695
	Iteration 19Q: 3 clusters Score -3138041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3138050.500000 Penalty: 3280.262695
	Iteration 20F: 3 clusters Score -3138050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3138054.250000 Penalty: 3280.262695
	Iteration 21Q: 3 clusters Score -3138054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3138053.250000 Penalty: 3280.262695
	Iteration 22Q: 3 clusters Score -3138053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3138053.250000 Penalty: 3280.262695
	Iteration 23F: 3 clusters Score -3138053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -438263.812500 Penalty: 1325.153076
	Iteration 0F: 2 clusters Score -438263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435238.687500 Penalty: 2650.306152
	Iteration 0F: 3 clusters Score -435238.7 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -436055.468750 Penalty: 2650.306152
	Iteration 1F: 3 clusters Score -436055.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436286.937500 Penalty: 2650.306152
	Iteration 2F: 3 clusters Score -436286.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -436432.562500 Penalty: 2650.306152
	Iteration 3F: 3 clusters Score -436432.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -436545.937500 Penalty: 2650.306152
	Iteration 4F: 3 clusters Score -436545.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -436660.187500 Penalty: 2650.306152
	Iteration 5Q: 3 clusters Score -436660.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -436752.437500 Penalty: 2650.306152
	Iteration 6Q: 3 clusters Score -436752.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -436837.125000 Penalty: 2650.306152
	Iteration 7Q: 3 clusters Score -436837.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436916.531250 Penalty: 2650.306152
	Iteration 8Q: 3 clusters Score -436916.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -437016.093750 Penalty: 2650.306152
	Iteration 9Q: 3 clusters Score -437016.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -437145.343750 Penalty: 2650.306152
	Iteration 10Q: 3 clusters Score -437145.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437332.718750 Penalty: 2650.306152
	Iteration 11Q: 3 clusters Score -437332.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437513.812500 Penalty: 2650.306152
	Iteration 12Q: 3 clusters Score -437513.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -437616.281250 Penalty: 2650.306152
	Iteration 13Q: 3 clusters Score -437616.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -437675.593750 Penalty: 2650.306152
	Iteration 14Q: 3 clusters Score -437675.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -437721.250000 Penalty: 2650.306152
	Iteration 15Q: 3 clusters Score -437721.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437760.937500 Penalty: 2650.306152
	Iteration 16Q: 3 clusters Score -437760.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -437794.406250 Penalty: 2650.306152
	Iteration 17Q: 3 clusters Score -437794.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -437811.968750 Penalty: 2650.306152
	Iteration 18Q: 3 clusters Score -437812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -437828.718750 Penalty: 2650.306152
	Iteration 19Q: 3 clusters Score -437828.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -437838.750000 Penalty: 2650.306152
	Iteration 20F: 3 clusters Score -437838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -437847.625000 Penalty: 2650.306152
	Iteration 21Q: 3 clusters Score -437847.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -437855.406250 Penalty: 2650.306152
	Iteration 22Q: 3 clusters Score -437855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -437863.500000 Penalty: 2650.306152
	Iteration 23Q: 3 clusters Score -437863.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -437872.500000 Penalty: 2650.306152
	Iteration 24Q: 3 clusters Score -437872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437876.750000 Penalty: 2650.306152
	Iteration 25Q: 3 clusters Score -437876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437878.531250 Penalty: 2650.306152
	Iteration 26Q: 3 clusters Score -437878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437878.718750 Penalty: 2650.306152
	Iteration 27Q: 3 clusters Score -437878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -437878.718750 Penalty: 2650.306152
	Iteration 28F: 3 clusters Score -437878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41951.894531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41951.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41087.015625 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41087.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41322.894531 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41322.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41393.730469 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41393.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41456.019531 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -41456.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41495.992188 Penalty: 1927.116455
	Iteration 4F: 3 clusters Score -41495.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41528.082031 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41528.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41540.613281 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41540.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41551.175781 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41551.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41556.808594 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41556.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41557.988281 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41557.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41557.988281 Penalty: 1927.116455
	Iteration 10F: 3 clusters Score -41557.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (58062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Entering Unmasked Estep 
Score: -7796043.500000 Penalty: 1782.505859
	Iteration 0F: 2 clusters Score -7796044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7759417.000000 Penalty: 3565.011719
	Iteration 0F: 3 clusters Score -7759417 nChanged 27427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -7775006.500000 Penalty: 3565.011719
	Iteration 1F: 3 clusters Score -7775006 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -7776048.500000 Penalty: 3565.011719
	Iteration 2Q: 3 clusters Score -7776048 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -7777668.500000 Penalty: 3565.011719
	Iteration 3F: 3 clusters Score -7777668 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -7780183.000000 Penalty: 3565.011719
	Iteration 4F: 3 clusters Score -7780183 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -7783725.500000 Penalty: 3565.011719
	Iteration 5F: 3 clusters Score -7783726 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -7787503.000000 Penalty: 3565.011719
	Iteration 6F: 3 clusters Score -7787503 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -7790347.000000 Penalty: 3565.011719
	Iteration 7F: 3 clusters Score -7790347 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -7791529.500000 Penalty: 3565.011719
	Iteration 8Q: 3 clusters Score -7791530 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -7791801.500000 Penalty: 3565.011719
	Iteration 9Q: 3 clusters Score -7791802 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7791885.500000 Penalty: 3565.011719
	Iteration 10Q: 3 clusters Score -7791886 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -7792004.500000 Penalty: 3565.011719
	Iteration 11Q: 3 clusters Score -7792004 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -7792049.000000 Penalty: 3565.011719
	Iteration 12Q: 3 clusters Score -7792049 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7792098.500000 Penalty: 3565.011719
	Iteration 13Q: 3 clusters Score -7792098 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -7792115.500000 Penalty: 3565.011719
	Iteration 14Q: 3 clusters Score -7792116 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7792151.000000 Penalty: 3565.011719
	Iteration 15Q: 3 clusters Score -7792151 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -7792221.000000 Penalty: 3565.011719
	Iteration 16Q: 3 clusters Score -7792221 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -7792237.000000 Penalty: 3565.011719
	Iteration 17Q: 3 clusters Score -7792237 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -7792307.500000 Penalty: 3565.011719
	Iteration 18Q: 3 clusters Score -7792308 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -7792372.500000 Penalty: 3565.011719
	Iteration 19Q: 3 clusters Score -7792372 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7792385.500000 Penalty: 3565.011719
	Iteration 20F: 3 clusters Score -7792386 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -7792441.000000 Penalty: 3565.011719
	Iteration 21Q: 3 clusters Score -7792441 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7792487.000000 Penalty: 3565.011719
	Iteration 22Q: 3 clusters Score -7792487 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -7792509.000000 Penalty: 3565.011719
	Iteration 23Q: 3 clusters Score -7792509 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7792550.000000 Penalty: 3565.011719
	Iteration 24Q: 3 clusters Score -7792550 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7792632.500000 Penalty: 3565.011719
	Iteration 25Q: 3 clusters Score -7792632 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -7792735.000000 Penalty: 3565.011719
	Iteration 26Q: 3 clusters Score -7792735 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7792773.500000 Penalty: 3565.011719
	Iteration 27Q: 3 clusters Score -7792774 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7792876.000000 Penalty: 3565.011719
	Iteration 28Q: 3 clusters Score -7792876 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -7793061.000000 Penalty: 3565.011719
	Iteration 29Q: 3 clusters Score -7793061 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7793204.000000 Penalty: 3565.011719
	Iteration 30Q: 3 clusters Score -7793204 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -7793287.000000 Penalty: 3565.011719
	Iteration 31Q: 3 clusters Score -7793287 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -7793448.500000 Penalty: 3565.011719
	Iteration 32Q: 3 clusters Score -7793448 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -7793755.500000 Penalty: 3565.011719
	Iteration 33Q: 3 clusters Score -7793756 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -7794121.500000 Penalty: 3565.011719
	Iteration 34Q: 3 clusters Score -7794122 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -7794327.500000 Penalty: 3565.011719
	Iteration 35Q: 3 clusters Score -7794328 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -7794459.500000 Penalty: 3565.011719
	Iteration 36Q: 3 clusters Score -7794460 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -7794518.500000 Penalty: 3565.011719
	Iteration 37Q: 3 clusters Score -7794518 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -7794612.000000 Penalty: 3565.011719
	Iteration 38Q: 3 clusters Score -7794612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -7794685.000000 Penalty: 3565.011719
	Iteration 39Q: 3 clusters Score -7794685 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -7794741.500000 Penalty: 3565.011719
	Iteration 40F: 3 clusters Score -7794742 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -7794785.000000 Penalty: 3565.011719
	Iteration 41Q: 3 clusters Score -7794785 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -7794813.500000 Penalty: 3565.011719
	Iteration 42Q: 3 clusters Score -7794814 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7794839.500000 Penalty: 3565.011719
	Iteration 43Q: 3 clusters Score -7794840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -7794862.000000 Penalty: 3565.011719
	Iteration 44Q: 3 clusters Score -7794862 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -7794866.500000 Penalty: 3565.011719
	Iteration 45Q: 3 clusters Score -7794866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -7794869.500000 Penalty: 3565.011719
	Iteration 46Q: 3 clusters Score -7794870 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7794862.000000 Penalty: 3565.011719
	Iteration 47Q: 3 clusters Score -7794862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -7794881.000000 Penalty: 3565.011719
	Iteration 48Q: 3 clusters Score -7794881 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -7794892.000000 Penalty: 3565.011719
	Iteration 49Q: 3 clusters Score -7794892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -7794899.000000 Penalty: 3565.011719
	Iteration 50Q: 3 clusters Score -7794899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7794906.000000 Penalty: 3565.011719
	Iteration 51Q: 3 clusters Score -7794906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -7794910.500000 Penalty: 3565.011719
	Iteration 52Q: 3 clusters Score -7794910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -7794925.000000 Penalty: 3565.011719
	Iteration 53Q: 3 clusters Score -7794925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -7794932.500000 Penalty: 3565.011719
	Iteration 54Q: 3 clusters Score -7794932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7794932.000000 Penalty: 3565.011719
	Iteration 55Q: 3 clusters Score -7794932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -7794928.500000 Penalty: 3565.011719
	Iteration 56Q: 3 clusters Score -7794928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -7794934.500000 Penalty: 3565.011719
	Iteration 57Q: 3 clusters Score -7794934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -7794941.000000 Penalty: 3565.011719
	Iteration 58Q: 3 clusters Score -7794941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -7794938.500000 Penalty: 3565.011719
	Iteration 59Q: 3 clusters Score -7794938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7794937.500000 Penalty: 3565.011719
	Iteration 60F: 3 clusters Score -7794938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -7794931.500000 Penalty: 3565.011719
	Iteration 61Q: 3 clusters Score -7794932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -7794918.500000 Penalty: 3565.011719
	Iteration 62Q: 3 clusters Score -7794918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -7794914.500000 Penalty: 3565.011719
	Iteration 63Q: 3 clusters Score -7794914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7794915.000000 Penalty: 3565.011719
	Iteration 64Q: 3 clusters Score -7794915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -7794911.500000 Penalty: 3565.011719
	Iteration 65Q: 3 clusters Score -7794912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -7794911.000000 Penalty: 3565.011719
	Iteration 66Q: 3 clusters Score -7794911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -7794913.000000 Penalty: 3565.011719
	Iteration 67Q: 3 clusters Score -7794913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -7794899.500000 Penalty: 3565.011719
	Iteration 68Q: 3 clusters Score -7794900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7794906.500000 Penalty: 3565.011719
	Iteration 69Q: 3 clusters Score -7794906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -7794901.000000 Penalty: 3565.011719
	Iteration 70Q: 3 clusters Score -7794901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7794891.000000 Penalty: 3565.011719
	Iteration 71Q: 3 clusters Score -7794891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -7794891.500000 Penalty: 3565.011719
	Iteration 72Q: 3 clusters Score -7794892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -7794898.500000 Penalty: 3565.011719
	Iteration 73Q: 3 clusters Score -7794898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -7794911.000000 Penalty: 3565.011719
	Iteration 74Q: 3 clusters Score -7794911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7794913.000000 Penalty: 3565.011719
	Iteration 75Q: 3 clusters Score -7794913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -7794906.500000 Penalty: 3565.011719
	Iteration 76Q: 3 clusters Score -7794906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -7794913.500000 Penalty: 3565.011719
	Iteration 77Q: 3 clusters Score -7794914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -7794901.500000 Penalty: 3565.011719
	Iteration 78Q: 3 clusters Score -7794902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7794916.000000 Penalty: 3565.011719
	Iteration 79Q: 3 clusters Score -7794916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -7794908.500000 Penalty: 3565.011719
	Iteration 80F: 3 clusters Score -7794908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -7794902.000000 Penalty: 3565.011719
	Iteration 81Q: 3 clusters Score -7794902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -7794888.000000 Penalty: 3565.011719
	Iteration 82Q: 3 clusters Score -7794888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -7794874.000000 Penalty: 3565.011719
	Iteration 83Q: 3 clusters Score -7794874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7794871.000000 Penalty: 3565.011719
	Iteration 84Q: 3 clusters Score -7794871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7794867.500000 Penalty: 3565.011719
	Iteration 85Q: 3 clusters Score -7794868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -7794870.000000 Penalty: 3565.011719
	Iteration 86Q: 3 clusters Score -7794870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -7794867.000000 Penalty: 3565.011719
	Iteration 87Q: 3 clusters Score -7794867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -7794868.500000 Penalty: 3565.011719
	Iteration 88Q: 3 clusters Score -7794868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -7794863.000000 Penalty: 3565.011719
	Iteration 89Q: 3 clusters Score -7794863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7794859.500000 Penalty: 3565.011719
	Iteration 90Q: 3 clusters Score -7794860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -7794862.000000 Penalty: 3565.011719
	Iteration 91Q: 3 clusters Score -7794862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7794860.000000 Penalty: 3565.011719
	Iteration 92Q: 3 clusters Score -7794860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -7794856.500000 Penalty: 3565.011719
	Iteration 93Q: 3 clusters Score -7794856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -7794858.500000 Penalty: 3565.011719
	Iteration 94Q: 3 clusters Score -7794858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -7794856.000000 Penalty: 3565.011719
	Iteration 95Q: 3 clusters Score -7794856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -7794856.000000 Penalty: 3565.011719
	Iteration 96Q: 3 clusters Score -7794856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -7794856.000000 Penalty: 3565.011719
	Iteration 97Q: 3 clusters Score -7794856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -7794856.500000 Penalty: 3565.011719
	Iteration 98Q: 3 clusters Score -7794856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7794850.000000 Penalty: 3565.011719
	Iteration 99Q: 3 clusters Score -7794850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7794857.500000 Penalty: 3565.011719
	Iteration 100F: 3 clusters Score -7794858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -7794853.500000 Penalty: 3565.011719
	Iteration 101Q: 3 clusters Score -7794854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7794852.500000 Penalty: 3565.011719
	Iteration 102Q: 3 clusters Score -7794852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7794852.500000 Penalty: 3565.011719
	Iteration 103F: 3 clusters Score -7794852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22569.593750 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22569.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22754.128906 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22754.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22815.720703 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -22815.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22844.039062 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22844.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22875.251953 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22875.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22907.947266 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22907.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22925.015625 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22925.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22930.814453 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22930.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22930.814453 Penalty: 1798.351562
	Iteration 8F: 3 clusters Score -22930.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38252.781250 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38252.78 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38626.539062 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38626.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38883.644531 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38883.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39076.167969 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39076.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39145.160156 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -39145.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39204.339844 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -39204.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39238.503906 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -39238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39251.699219 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -39251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39258.152344 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -39258.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39259.281250 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -39259.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39259.281250 Penalty: 1988.381592
	Iteration 10F: 3 clusters Score -39259.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 151 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85971464.000000 Penalty: 98007.054688
Splitting cluster 32 changes total score from -85972656.000000 to -85971464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -223424.171875 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223424.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -223757.406250 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223757.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -223840.625000 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223840.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -223885.078125 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223885.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -223930.750000 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223930.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -223967.640625 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223967.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223994.421875 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -223994.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -224018.546875 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -224018.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -224056.140625 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -224056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -224084.734375 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -224084.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -224104.234375 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -224104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -224124.734375 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -224124.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -224142.156250 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -224142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -224154.531250 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -224154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -224163.671875 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -224163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -224171.468750 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -224171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -224176.718750 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -224176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -224179.125000 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -224179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -224181.093750 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -224181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -224185.546875 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -224185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -224193.140625 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -224193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -224194.781250 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -224194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -224198.375000 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -224198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -224200.390625 Penalty: 2354.374023
	Iteration 23Q: 3 clusters Score -224200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -224202.109375 Penalty: 2354.374023
	Iteration 24Q: 3 clusters Score -224202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -224203.296875 Penalty: 2354.374023
	Iteration 25Q: 3 clusters Score -224203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -224206.562500 Penalty: 2354.374023
	Iteration 26Q: 3 clusters Score -224206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -224214.203125 Penalty: 2354.374023
	Iteration 27Q: 3 clusters Score -224214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -224215.843750 Penalty: 2354.374023
	Iteration 28Q: 3 clusters Score -224215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -224215.843750 Penalty: 2354.374023
	Iteration 29F: 3 clusters Score -224215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15546.435547 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15546.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15713.341797 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15713.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15821.124023 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -15821.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15883.574219 Penalty: 1813.412231
	Iteration 3F: 3 clusters Score -15883.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15914.780273 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -15914.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15915.714844 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -15915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15915.714844 Penalty: 1813.412231
	Iteration 6F: 3 clusters Score -15915.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111249.054688 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111249.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111513.234375 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111513.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111618.351562 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111618.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111665.742188 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -111665.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111704.031250 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111726.007812 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111748.000000 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111758.468750 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111758.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111773.093750 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111799.703125 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111799.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111829.570312 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111829.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111881.273438 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -111881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111949.257812 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -111949.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112000.953125 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -112001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112017.023438 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -112017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112027.828125 Penalty: 2171.277832
	Iteration 15Q: 3 clusters Score -112027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112037.000000 Penalty: 2171.277832
	Iteration 16Q: 3 clusters Score -112037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112052.523438 Penalty: 2171.277832
	Iteration 17Q: 3 clusters Score -112052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112063.179688 Penalty: 2171.277832
	Iteration 18Q: 3 clusters Score -112063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112070.226562 Penalty: 2171.277832
	Iteration 19Q: 3 clusters Score -112070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112071.406250 Penalty: 2171.277832
	Iteration 20F: 3 clusters Score -112071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (54347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Entering Unmasked Estep 
Score: -7249277.000000 Penalty: 1771.760986
	Iteration 0F: 2 clusters Score -7249277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -7214969.000000 Penalty: 3543.521973
	Iteration 0F: 3 clusters Score -7214969 nChanged 25481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -7229481.000000 Penalty: 3543.521973
	Iteration 1F: 3 clusters Score -7229481 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -7229910.000000 Penalty: 3543.521973
	Iteration 2Q: 3 clusters Score -7229910 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -7230305.500000 Penalty: 3543.521973
	Iteration 3Q: 3 clusters Score -7230306 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -7230732.000000 Penalty: 3543.521973
	Iteration 4Q: 3 clusters Score -7230732 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7231250.000000 Penalty: 3543.521973
	Iteration 5Q: 3 clusters Score -7231250 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -7231969.000000 Penalty: 3543.521973
	Iteration 6Q: 3 clusters Score -7231969 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -7233221.000000 Penalty: 3543.521973
	Iteration 7Q: 3 clusters Score -7233221 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -7235076.500000 Penalty: 3543.521973
	Iteration 8F: 3 clusters Score -7235076 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -7237769.500000 Penalty: 3543.521973
	Iteration 9F: 3 clusters Score -7237770 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -7240794.000000 Penalty: 3543.521973
	Iteration 10F: 3 clusters Score -7240794 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -7243195.000000 Penalty: 3543.521973
	Iteration 11F: 3 clusters Score -7243195 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -7244904.500000 Penalty: 3543.521973
	Iteration 12Q: 3 clusters Score -7244904 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -7245937.000000 Penalty: 3543.521973
	Iteration 13Q: 3 clusters Score -7245937 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -7246617.000000 Penalty: 3543.521973
	Iteration 14Q: 3 clusters Score -7246617 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -7246961.500000 Penalty: 3543.521973
	Iteration 15Q: 3 clusters Score -7246962 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -7247236.500000 Penalty: 3543.521973
	Iteration 16Q: 3 clusters Score -7247236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -7247417.500000 Penalty: 3543.521973
	Iteration 17Q: 3 clusters Score -7247418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -7247553.500000 Penalty: 3543.521973
	Iteration 18Q: 3 clusters Score -7247554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7247597.500000 Penalty: 3543.521973
	Iteration 19Q: 3 clusters Score -7247598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -7247612.000000 Penalty: 3543.521973
	Iteration 20F: 3 clusters Score -7247612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -7247645.500000 Penalty: 3543.521973
	Iteration 21Q: 3 clusters Score -7247646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -7247675.000000 Penalty: 3543.521973
	Iteration 22Q: 3 clusters Score -7247675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7247681.000000 Penalty: 3543.521973
	Iteration 23Q: 3 clusters Score -7247681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7247693.500000 Penalty: 3543.521973
	Iteration 24Q: 3 clusters Score -7247694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7247694.000000 Penalty: 3543.521973
	Iteration 25Q: 3 clusters Score -7247694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7247704.500000 Penalty: 3543.521973
	Iteration 26Q: 3 clusters Score -7247704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7247708.000000 Penalty: 3543.521973
	Iteration 27Q: 3 clusters Score -7247708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7247711.500000 Penalty: 3543.521973
	Iteration 28Q: 3 clusters Score -7247712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7247710.000000 Penalty: 3543.521973
	Iteration 29Q: 3 clusters Score -7247710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7247714.500000 Penalty: 3543.521973
	Iteration 30Q: 3 clusters Score -7247714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7247719.500000 Penalty: 3543.521973
	Iteration 31Q: 3 clusters Score -7247720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7247727.500000 Penalty: 3543.521973
	Iteration 32Q: 3 clusters Score -7247728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7247729.000000 Penalty: 3543.521973
	Iteration 33Q: 3 clusters Score -7247729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7247733.500000 Penalty: 3543.521973
	Iteration 34Q: 3 clusters Score -7247734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7247727.500000 Penalty: 3543.521973
	Iteration 35Q: 3 clusters Score -7247728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7247727.500000 Penalty: 3543.521973
	Iteration 36Q: 3 clusters Score -7247728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -7247736.500000 Penalty: 3543.521973
	Iteration 37Q: 3 clusters Score -7247736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -7247736.500000 Penalty: 3543.521973
	Iteration 38Q: 3 clusters Score -7247736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -7247736.500000 Penalty: 3543.521973
	Iteration 39F: 3 clusters Score -7247736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -41464.308594 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -41464.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40547.375000 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -40547.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40707.890625 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -40707.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40773.628906 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -40773.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40799.183594 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -40799.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40824.980469 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -40824.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40841.035156 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -40841.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40846.902344 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -40846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40848.968750 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -40848.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40848.968750 Penalty: 1921.888550
	Iteration 8F: 3 clusters Score -40848.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36580.046875 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -36580.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35730.636719 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -35730.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35984.898438 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -35984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36100.441406 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -36100.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36170.722656 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -36170.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36237.660156 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -36237.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36303.605469 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -36303.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36345.175781 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -36345.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36351.960938 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -36351.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36354.390625 Penalty: 1938.997803
	Iteration 8F: 3 clusters Score -36354.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36389.066406 Penalty: 1938.997803
	Iteration 9Q: 3 clusters Score -36389.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36432.089844 Penalty: 1938.997803
	Iteration 10Q: 3 clusters Score -36432.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36473.679688 Penalty: 1938.997803
	Iteration 11Q: 3 clusters Score -36473.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36494.097656 Penalty: 1938.997803
	Iteration 12Q: 3 clusters Score -36494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36498.765625 Penalty: 1938.997803
	Iteration 13Q: 3 clusters Score -36498.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36498.765625 Penalty: 1938.997803
	Iteration 14F: 3 clusters Score -36498.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50435.250000 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50435.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50697.046875 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50697.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50876.968750 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50876.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51085.597656 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -51085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51364.363281 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -51364.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51422.324219 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51422.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51454.058594 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51454.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51456.687500 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51456.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51460.996094 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51460.996094 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -51461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 107 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85971488.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85972656.000000 to -85971488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7037.268555 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7037.269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7197.955566 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7197.956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7237.456055 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -7237.456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7246.144531 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7246.145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7247.653320 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7247.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7250.276367 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -7250.276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7250.276367 Penalty: 1728.389038
	Iteration 6F: 3 clusters Score -7250.276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46781.425781 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46781.43 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46943.285156 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -46943.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47045.445312 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47045.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47106.992188 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -47106.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47138.222656 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47138.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47170.535156 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47170.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47183.957031 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47183.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47186.367188 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47186.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47186.367188 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -47186.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -1082535.625000 Penalty: 1466.107788
	Iteration 0F: 2 clusters Score -1082536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1076414.750000 Penalty: 2932.215576
	Iteration 0F: 3 clusters Score -1076415 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1078293.750000 Penalty: 2932.215576
	Iteration 1F: 3 clusters Score -1078294 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1078499.625000 Penalty: 2932.215576
	Iteration 2F: 3 clusters Score -1078500 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1078676.000000 Penalty: 2932.215576
	Iteration 3Q: 3 clusters Score -1078676 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1078822.500000 Penalty: 2932.215576
	Iteration 4Q: 3 clusters Score -1078822 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1078944.750000 Penalty: 2932.215576
	Iteration 5Q: 3 clusters Score -1078945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1079069.125000 Penalty: 2932.215576
	Iteration 6Q: 3 clusters Score -1079069 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1079237.375000 Penalty: 2932.215576
	Iteration 7Q: 3 clusters Score -1079237 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1079425.500000 Penalty: 2932.215576
	Iteration 8Q: 3 clusters Score -1079426 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1079649.000000 Penalty: 2932.215576
	Iteration 9Q: 3 clusters Score -1079649 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1079880.500000 Penalty: 2932.215576
	Iteration 10Q: 3 clusters Score -1079880 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1080131.625000 Penalty: 2932.215576
	Iteration 11Q: 3 clusters Score -1080132 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1080406.500000 Penalty: 2932.215576
	Iteration 12Q: 3 clusters Score -1080406 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1080622.500000 Penalty: 2932.215576
	Iteration 13Q: 3 clusters Score -1080622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1080793.000000 Penalty: 2932.215576
	Iteration 14Q: 3 clusters Score -1080793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1080926.125000 Penalty: 2932.215576
	Iteration 15Q: 3 clusters Score -1080926 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1081012.000000 Penalty: 2932.215576
	Iteration 16Q: 3 clusters Score -1081012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1081087.375000 Penalty: 2932.215576
	Iteration 17Q: 3 clusters Score -1081087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1081169.500000 Penalty: 2932.215576
	Iteration 18Q: 3 clusters Score -1081170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1081233.750000 Penalty: 2932.215576
	Iteration 19Q: 3 clusters Score -1081234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1081277.750000 Penalty: 2932.215576
	Iteration 20F: 3 clusters Score -1081278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1081321.125000 Penalty: 2932.215576
	Iteration 21Q: 3 clusters Score -1081321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1081352.625000 Penalty: 2932.215576
	Iteration 22Q: 3 clusters Score -1081353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1081362.125000 Penalty: 2932.215576
	Iteration 23Q: 3 clusters Score -1081362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1081369.000000 Penalty: 2932.215576
	Iteration 24Q: 3 clusters Score -1081369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1081372.125000 Penalty: 2932.215576
	Iteration 25Q: 3 clusters Score -1081372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1081375.875000 Penalty: 2932.215576
	Iteration 26Q: 3 clusters Score -1081376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1081379.125000 Penalty: 2932.215576
	Iteration 27Q: 3 clusters Score -1081379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1081380.500000 Penalty: 2932.215576
	Iteration 28Q: 3 clusters Score -1081380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1081381.250000 Penalty: 2932.215576
	Iteration 29Q: 3 clusters Score -1081381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1081381.250000 Penalty: 2932.215576
	Iteration 30F: 3 clusters Score -1081381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28775.654297 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28775.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28881.787109 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28881.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28913.746094 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -28913.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28926.789062 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28926.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28937.486328 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28937.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28952.353516 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28952.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28971.185547 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -28971.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28983.212891 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -28983.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28990.519531 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -28990.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28998.576172 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -28998.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29008.775391 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -29008.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29020.523438 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -29020.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29032.179688 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -29032.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29040.576172 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -29040.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -29044.271484 Penalty: 1853.729370
	Iteration 14Q: 3 clusters Score -29044.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29046.230469 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -29046.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29046.230469 Penalty: 1853.729370
	Iteration 16F: 3 clusters Score -29046.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38437.820312 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38437.82 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38758.085938 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38758.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38969.363281 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -38969.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39162.457031 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39162.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39362.960938 Penalty: 2041.736694
	Iteration 4F: 3 clusters Score -39362.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39412.835938 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39412.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39442.253906 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39442.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39458.730469 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39458.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39470.988281 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39470.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39477.226562 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39477.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39485.328125 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39485.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39485.328125 Penalty: 2041.736694
	Iteration 11F: 3 clusters Score -39485.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 288 members 
Mstep: Class 45 contains 247 members 
Entering Unmasked Estep 
Score: -85971392.000000 Penalty: 98007.054688
Splitting cluster 45 changes total score from -85972656.000000 to -85971392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71633 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63104 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69716 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27632 members 
Mstep: Class 14 contains 56736 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44749 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5974 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58062 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54347 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972696.000000 Penalty: 95829.117188
Iteration 239Q: 45 clusters Score -8.59727e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71878 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63279 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69723 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 53487 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17940 members 
Mstep: Class 13 contains 27636 members 
Mstep: Class 14 contains 56774 members 
Mstep: Class 15 contains 11540 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46226 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45098 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5901 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 24170 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57439 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54588 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8286 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972816.000000 Penalty: 95829.117188
Iteration 240F: 45 clusters Score -8.597282e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72116 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63439 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69728 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52826 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 13 contains 27654 members 
Mstep: Class 14 contains 56771 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46441 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45454 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 9803 members 
Mstep: Class 27 contains 24164 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56952 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54778 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8287 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972968.000000 Penalty: 95829.117188
Iteration 241Q: 45 clusters Score -8.597297e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72334 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63571 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69729 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52200 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 27651 members 
Mstep: Class 14 contains 56766 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46590 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45800 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 9806 members 
Mstep: Class 27 contains 24176 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56608 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 54950 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8288 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972816.000000 Penalty: 95829.117188
Iteration 242Q: 45 clusters Score -8.597282e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72527 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63635 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69740 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 51606 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 27649 members 
Mstep: Class 14 contains 56739 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46708 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46126 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 9810 members 
Mstep: Class 27 contains 24184 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56377 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55109 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8286 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973112.000000 Penalty: 95829.117188
Iteration 243Q: 45 clusters Score -8.597311e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72735 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63677 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69756 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 51066 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 27652 members 
Mstep: Class 14 contains 56719 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46774 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46420 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 9811 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56205 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55239 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8286 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973096.000000 Penalty: 95829.117188
Iteration 244Q: 45 clusters Score -8.59731e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72907 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63710 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69763 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 50630 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17939 members 
Mstep: Class 13 contains 27650 members 
Mstep: Class 14 contains 56697 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46824 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46704 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5590 members 
Mstep: Class 26 contains 9813 members 
Mstep: Class 27 contains 24192 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56044 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55350 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8287 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972808.000000 Penalty: 95829.117188
Iteration 245Q: 45 clusters Score -8.597281e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 73059 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63731 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69781 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 50218 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17951 members 
Mstep: Class 13 contains 27635 members 
Mstep: Class 14 contains 56649 members 
Mstep: Class 15 contains 11682 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46867 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5545 members 
Mstep: Class 26 contains 9818 members 
Mstep: Class 27 contains 24198 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55917 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55433 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8288 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973024.000000 Penalty: 95829.117188
Iteration 246Q: 45 clusters Score -8.597302e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73233 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63765 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69804 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 49845 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 56595 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46867 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47269 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 9822 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55817 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55476 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8290 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973088.000000 Penalty: 95829.117188
Iteration 247Q: 45 clusters Score -8.597309e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73373 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63826 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69811 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 49509 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 27607 members 
Mstep: Class 14 contains 56559 members 
Mstep: Class 15 contains 11711 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46845 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47565 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 9827 members 
Mstep: Class 27 contains 24178 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55703 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55493 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8292 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972848.000000 Penalty: 95829.117188
Iteration 248Q: 45 clusters Score -8.597285e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73496 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63865 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69812 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 49191 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 56521 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46826 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47836 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 9831 members 
Mstep: Class 27 contains 24187 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55609 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55516 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8294 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973200.000000 Penalty: 95829.117188
Iteration 249Q: 45 clusters Score -8.59732e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73600 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63887 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69822 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48922 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17979 members 
Mstep: Class 13 contains 27586 members 
Mstep: Class 14 contains 56487 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46783 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48122 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5466 members 
Mstep: Class 26 contains 9834 members 
Mstep: Class 27 contains 24199 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55499 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55537 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8295 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973184.000000 Penalty: 95829.117188
Iteration 250Q: 45 clusters Score -8.597318e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73735 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63910 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69827 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48686 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17979 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 56449 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46734 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48365 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5463 members 
Mstep: Class 26 contains 9831 members 
Mstep: Class 27 contains 24213 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55372 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55564 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973424.000000 Penalty: 95829.117188
Iteration 251Q: 45 clusters Score -8.597342e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73820 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63923 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69826 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48463 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 27572 members 
Mstep: Class 14 contains 56416 members 
Mstep: Class 15 contains 11773 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48585 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5465 members 
Mstep: Class 26 contains 9832 members 
Mstep: Class 27 contains 24225 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55269 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55611 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973232.000000 Penalty: 95829.117188
Iteration 252Q: 45 clusters Score -8.597323e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73888 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63938 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69817 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48271 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 27565 members 
Mstep: Class 14 contains 56376 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48819 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 9832 members 
Mstep: Class 27 contains 24232 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55184 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55667 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8296 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973264.000000 Penalty: 95829.117188
Iteration 253Q: 45 clusters Score -8.597326e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73942 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63942 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69804 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48111 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17989 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 56349 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46593 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49031 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5453 members 
Mstep: Class 26 contains 9834 members 
Mstep: Class 27 contains 24235 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55095 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55728 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973408.000000 Penalty: 95829.117188
Iteration 254Q: 45 clusters Score -8.597341e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73990 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63948 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69797 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48007 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 27557 members 
Mstep: Class 14 contains 56338 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46567 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49210 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5460 members 
Mstep: Class 26 contains 9836 members 
Mstep: Class 27 contains 24238 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54970 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55764 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973528.000000 Penalty: 95829.117188
Iteration 255Q: 45 clusters Score -8.597353e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74020 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63947 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69799 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47896 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 27545 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 11817 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46554 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49378 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5463 members 
Mstep: Class 26 contains 9837 members 
Mstep: Class 27 contains 24231 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54881 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55777 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973624.000000 Penalty: 95829.117188
Iteration 256Q: 45 clusters Score -8.597362e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63958 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69788 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47823 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 27534 members 
Mstep: Class 14 contains 56342 members 
Mstep: Class 15 contains 11823 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46530 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49519 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 9837 members 
Mstep: Class 27 contains 24232 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54815 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55797 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973520.000000 Penalty: 95829.117188
Iteration 257Q: 45 clusters Score -8.597352e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74012 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63977 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69773 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47750 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 27531 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 11831 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46503 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49659 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 9837 members 
Mstep: Class 27 contains 24232 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54775 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55802 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973624.000000 Penalty: 95829.117188
Iteration 258Q: 45 clusters Score -8.597362e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73989 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63980 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69754 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47682 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 27528 members 
Mstep: Class 14 contains 56360 members 
Mstep: Class 15 contains 11838 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49801 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 9838 members 
Mstep: Class 27 contains 24231 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54751 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55784 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973632.000000 Penalty: 95829.117188
Iteration 259Q: 45 clusters Score -8.597363e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73952 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63975 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69733 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47628 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 56375 members 
Mstep: Class 15 contains 11849 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49949 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5466 members 
Mstep: Class 26 contains 9838 members 
Mstep: Class 27 contains 24238 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54745 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55763 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973752.000000 Penalty: 95829.117188
Iteration 260F: 45 clusters Score -8.597375e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73917 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63972 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69726 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47557 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17964 members 
Mstep: Class 13 contains 27515 members 
Mstep: Class 14 contains 56380 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46416 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50081 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 9839 members 
Mstep: Class 27 contains 24244 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54767 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55767 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973928.000000 Penalty: 95829.117188
Iteration 261Q: 45 clusters Score -8.597393e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73899 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63968 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69722 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47487 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 27509 members 
Mstep: Class 14 contains 56383 members 
Mstep: Class 15 contains 11870 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46359 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50196 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5473 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24247 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54795 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55770 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973832.000000 Penalty: 95829.117188
Iteration 262Q: 45 clusters Score -8.597383e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73911 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63935 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69705 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47415 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17954 members 
Mstep: Class 13 contains 27510 members 
Mstep: Class 14 contains 56373 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46278 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50299 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24252 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54856 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55791 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973856.000000 Penalty: 95829.117188
Iteration 263Q: 45 clusters Score -8.597386e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73927 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63917 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69694 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47332 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17945 members 
Mstep: Class 13 contains 27516 members 
Mstep: Class 14 contains 56361 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46220 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50400 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24256 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54910 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55790 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974096.000000 Penalty: 95829.117188
Iteration 264Q: 45 clusters Score -8.59741e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73938 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63896 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69680 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 27512 members 
Mstep: Class 14 contains 56352 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46181 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50494 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5492 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24263 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54943 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55810 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974168.000000 Penalty: 95829.117188
Iteration 265Q: 45 clusters Score -8.597417e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73949 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63895 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69653 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47190 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 27514 members 
Mstep: Class 14 contains 56351 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50577 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24270 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54971 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974280.000000 Penalty: 95829.117188
Iteration 266Q: 45 clusters Score -8.597428e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73966 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63908 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69636 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47143 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17916 members 
Mstep: Class 13 contains 27515 members 
Mstep: Class 14 contains 56338 members 
Mstep: Class 15 contains 11892 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46081 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50623 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24277 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 54990 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974432.000000 Penalty: 95829.117188
Iteration 267Q: 45 clusters Score -8.597443e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73963 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63902 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69620 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47081 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 27515 members 
Mstep: Class 14 contains 56340 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46069 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50669 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5518 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24282 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55020 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55833 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974472.000000 Penalty: 95829.117188
Iteration 268Q: 45 clusters Score -8.597447e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73963 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63905 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69606 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47016 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 27509 members 
Mstep: Class 14 contains 56347 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46049 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50714 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5527 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24294 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55051 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55830 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974376.000000 Penalty: 95829.117188
Iteration 269Q: 45 clusters Score -8.597438e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73946 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63930 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69593 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46953 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 56351 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46042 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50754 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5529 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24299 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55071 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55832 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974408.000000 Penalty: 95829.117188
Iteration 270Q: 45 clusters Score -8.597441e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73928 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63939 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69576 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46896 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 56360 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46034 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50794 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24303 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55095 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55839 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974592.000000 Penalty: 95829.117188
Iteration 271Q: 45 clusters Score -8.597459e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73909 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63944 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69568 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 27505 members 
Mstep: Class 14 contains 56361 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46014 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50839 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5544 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24308 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55122 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55841 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974616.000000 Penalty: 95829.117188
Iteration 272Q: 45 clusters Score -8.597462e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73877 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63953 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69570 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46782 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17883 members 
Mstep: Class 13 contains 27497 members 
Mstep: Class 14 contains 56369 members 
Mstep: Class 15 contains 11945 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46032 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50875 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24311 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55153 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55827 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974496.000000 Penalty: 95829.117188
Iteration 273Q: 45 clusters Score -8.59745e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73846 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63955 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69570 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46710 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 27497 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 11951 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46043 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50912 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24316 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55178 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55810 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974648.000000 Penalty: 95829.117188
Iteration 274Q: 45 clusters Score -8.597465e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 73805 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63961 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46639 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17876 members 
Mstep: Class 13 contains 27498 members 
Mstep: Class 14 contains 56411 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46065 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50944 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 9846 members 
Mstep: Class 27 contains 24319 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55202 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55813 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974536.000000 Penalty: 95829.117188
Iteration 275Q: 45 clusters Score -8.597454e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73758 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63964 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46568 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17872 members 
Mstep: Class 13 contains 27496 members 
Mstep: Class 14 contains 56437 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46082 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50982 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5575 members 
Mstep: Class 26 contains 9846 members 
Mstep: Class 27 contains 24324 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55237 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55807 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974584.000000 Penalty: 95829.117188
Iteration 276Q: 45 clusters Score -8.597458e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73712 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63967 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46501 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17871 members 
Mstep: Class 13 contains 27492 members 
Mstep: Class 14 contains 56467 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46080 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51023 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5581 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24328 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55276 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55804 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974648.000000 Penalty: 95829.117188
Iteration 277Q: 45 clusters Score -8.597465e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73672 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63981 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69551 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46418 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 27487 members 
Mstep: Class 14 contains 56503 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46091 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51052 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5586 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24332 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55312 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55806 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974544.000000 Penalty: 95829.117188
Iteration 278Q: 45 clusters Score -8.597454e+07 nChanged 442
Entering ConstructFrom: 
Score: -85974544.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -65023.343750 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -65023.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63964.781250 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -63964.78 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64169.308594 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -64169.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64332.871094 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -64332.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64474.328125 Penalty: 2038.071289
	Iteration 3F: 3 clusters Score -64474.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64593.281250 Penalty: 2038.071289
	Iteration 4F: 3 clusters Score -64593.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64646.105469 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -64646.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64671.375000 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -64671.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64701.230469 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -64701.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64739.632812 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -64739.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64770.304688 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -64770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64783.390625 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -64783.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64791.542969 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -64791.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64796.601562 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -64796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64798.691406 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -64798.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64798.691406 Penalty: 2038.071289
	Iteration 14F: 3 clusters Score -64798.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Entering Unmasked Estep 
Score: -9741211.000000 Penalty: 1821.132812
	Iteration 0F: 2 clusters Score -9741211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -9695912.000000 Penalty: 3642.265625
	Iteration 0F: 3 clusters Score -9695912 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9716208.000000 Penalty: 3642.265625
	Iteration 1F: 3 clusters Score -9716208 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -9717274.000000 Penalty: 3642.265625
	Iteration 2Q: 3 clusters Score -9717274 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -9718776.000000 Penalty: 3642.265625
	Iteration 3Q: 3 clusters Score -9718776 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -9720812.000000 Penalty: 3642.265625
	Iteration 4F: 3 clusters Score -9720812 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -9723256.000000 Penalty: 3642.265625
	Iteration 5F: 3 clusters Score -9723256 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9726161.000000 Penalty: 3642.265625
	Iteration 6F: 3 clusters Score -9726161 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -9729325.000000 Penalty: 3642.265625
	Iteration 7F: 3 clusters Score -9729325 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9732577.000000 Penalty: 3642.265625
	Iteration 8F: 3 clusters Score -9732577 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -9735263.000000 Penalty: 3642.265625
	Iteration 9F: 3 clusters Score -9735263 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -9736864.000000 Penalty: 3642.265625
	Iteration 10Q: 3 clusters Score -9736864 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -9737845.000000 Penalty: 3642.265625
	Iteration 11Q: 3 clusters Score -9737845 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9738356.000000 Penalty: 3642.265625
	Iteration 12Q: 3 clusters Score -9738356 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9738761.000000 Penalty: 3642.265625
	Iteration 13Q: 3 clusters Score -9738761 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9739031.000000 Penalty: 3642.265625
	Iteration 14Q: 3 clusters Score -9739031 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9739210.000000 Penalty: 3642.265625
	Iteration 15Q: 3 clusters Score -9739210 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9739300.000000 Penalty: 3642.265625
	Iteration 16Q: 3 clusters Score -9739300 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9739413.000000 Penalty: 3642.265625
	Iteration 17Q: 3 clusters Score -9739413 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9739505.000000 Penalty: 3642.265625
	Iteration 18Q: 3 clusters Score -9739505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9739554.000000 Penalty: 3642.265625
	Iteration 19Q: 3 clusters Score -9739554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9739602.000000 Penalty: 3642.265625
	Iteration 20F: 3 clusters Score -9739602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9739628.000000 Penalty: 3642.265625
	Iteration 21Q: 3 clusters Score -9739628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9739647.000000 Penalty: 3642.265625
	Iteration 22Q: 3 clusters Score -9739647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9739693.000000 Penalty: 3642.265625
	Iteration 23Q: 3 clusters Score -9739693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9739709.000000 Penalty: 3642.265625
	Iteration 24Q: 3 clusters Score -9739709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9739720.000000 Penalty: 3642.265625
	Iteration 25Q: 3 clusters Score -9739720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9739740.000000 Penalty: 3642.265625
	Iteration 26Q: 3 clusters Score -9739740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9739742.000000 Penalty: 3642.265625
	Iteration 27Q: 3 clusters Score -9739742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9739752.000000 Penalty: 3642.265625
	Iteration 28Q: 3 clusters Score -9739752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9739769.000000 Penalty: 3642.265625
	Iteration 29Q: 3 clusters Score -9739769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9739770.000000 Penalty: 3642.265625
	Iteration 30Q: 3 clusters Score -9739770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9739769.000000 Penalty: 3642.265625
	Iteration 31Q: 3 clusters Score -9739769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9739772.000000 Penalty: 3642.265625
	Iteration 32Q: 3 clusters Score -9739772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9739773.000000 Penalty: 3642.265625
	Iteration 33Q: 3 clusters Score -9739773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9739780.000000 Penalty: 3642.265625
	Iteration 34Q: 3 clusters Score -9739780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9739783.000000 Penalty: 3642.265625
	Iteration 35Q: 3 clusters Score -9739783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9739782.000000 Penalty: 3642.265625
	Iteration 36Q: 3 clusters Score -9739782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9739785.000000 Penalty: 3642.265625
	Iteration 37Q: 3 clusters Score -9739785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9739783.000000 Penalty: 3642.265625
	Iteration 38Q: 3 clusters Score -9739783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9739783.000000 Penalty: 3642.265625
	Iteration 39Q: 3 clusters Score -9739783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9739791.000000 Penalty: 3642.265625
	Iteration 40F: 3 clusters Score -9739791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9739788.000000 Penalty: 3642.265625
	Iteration 41Q: 3 clusters Score -9739788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9739789.000000 Penalty: 3642.265625
	Iteration 42Q: 3 clusters Score -9739789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9739789.000000 Penalty: 3642.265625
	Iteration 43F: 3 clusters Score -9739789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83856.757812 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83856.76 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84124.984375 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84124.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84214.242188 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84214.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84269.625000 Penalty: 2167.174072
	Iteration 3Q: 3 clusters Score -84269.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84328.875000 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -84328.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84409.070312 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -84409.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84505.617188 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -84505.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84686.906250 Penalty: 2167.174072
	Iteration 7F: 3 clusters Score -84686.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84916.835938 Penalty: 2167.174072
	Iteration 8F: 3 clusters Score -84916.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85164.500000 Penalty: 2167.174072
	Iteration 9F: 3 clusters Score -85164.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85340.039062 Penalty: 2167.174072
	Iteration 10F: 3 clusters Score -85340.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85428.343750 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85428.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85467.562500 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85467.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85506.984375 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85506.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85538.632812 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85538.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85550.976562 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85550.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85555.843750 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -85555.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85560.937500 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -85560.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85562.179688 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -85562.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85565.140625 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -85565.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85567.695312 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -85567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85571.007812 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -85571.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85576.406250 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -85576.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85577.203125 Penalty: 2167.174072
	Iteration 23Q: 3 clusters Score -85577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85577.203125 Penalty: 2167.174072
	Iteration 24F: 3 clusters Score -85577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 357 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974032.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85974544.000000 to -85974032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69216.226562 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69216.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69324.312500 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69324.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69373.468750 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69373.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69392.242188 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69392.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69429.187500 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69429.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69463.265625 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69463.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69492.507812 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69492.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69525.718750 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69525.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69573.531250 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69573.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69625.718750 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69625.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69645.312500 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69645.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69658.539062 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69658.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69668.109375 Penalty: 1935.647095
	Iteration 12Q: 3 clusters Score -69668.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69680.726562 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -69680.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69690.406250 Penalty: 1935.647095
	Iteration 14Q: 3 clusters Score -69690.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69694.851562 Penalty: 1935.647095
	Iteration 15Q: 3 clusters Score -69694.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69696.148438 Penalty: 1935.647095
	Iteration 16F: 3 clusters Score -69696.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69714.101562 Penalty: 1935.647095
	Iteration 17Q: 3 clusters Score -69714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69723.031250 Penalty: 1935.647095
	Iteration 18Q: 3 clusters Score -69723.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69727.023438 Penalty: 1935.647095
	Iteration 19Q: 3 clusters Score -69727.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69730.382812 Penalty: 1935.647095
	Iteration 20F: 3 clusters Score -69730.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Entering Unmasked Estep 
Score: -8517944.000000 Penalty: 1798.313477
	Iteration 0F: 2 clusters Score -8517944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -8475957.000000 Penalty: 3596.626953
	Iteration 0F: 3 clusters Score -8475957 nChanged 30146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -8493532.000000 Penalty: 3596.626953
	Iteration 1F: 3 clusters Score -8493532 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -8494260.000000 Penalty: 3596.626953
	Iteration 2Q: 3 clusters Score -8494260 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -8495220.000000 Penalty: 3596.626953
	Iteration 3Q: 3 clusters Score -8495220 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -8496451.000000 Penalty: 3596.626953
	Iteration 4Q: 3 clusters Score -8496451 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -8498107.000000 Penalty: 3596.626953
	Iteration 5Q: 3 clusters Score -8498107 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8500469.000000 Penalty: 3596.626953
	Iteration 6F: 3 clusters Score -8500469 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -8503353.000000 Penalty: 3596.626953
	Iteration 7F: 3 clusters Score -8503353 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -8506021.000000 Penalty: 3596.626953
	Iteration 8F: 3 clusters Score -8506021 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -8507692.000000 Penalty: 3596.626953
	Iteration 9F: 3 clusters Score -8507692 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -8508546.000000 Penalty: 3596.626953
	Iteration 10Q: 3 clusters Score -8508546 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -8508946.000000 Penalty: 3596.626953
	Iteration 11Q: 3 clusters Score -8508946 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -8509283.000000 Penalty: 3596.626953
	Iteration 12Q: 3 clusters Score -8509283 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -8509568.000000 Penalty: 3596.626953
	Iteration 13Q: 3 clusters Score -8509568 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8509848.000000 Penalty: 3596.626953
	Iteration 14Q: 3 clusters Score -8509848 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -8510162.000000 Penalty: 3596.626953
	Iteration 15Q: 3 clusters Score -8510162 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -8510419.000000 Penalty: 3596.626953
	Iteration 16Q: 3 clusters Score -8510419 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -8510739.000000 Penalty: 3596.626953
	Iteration 17Q: 3 clusters Score -8510739 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8510961.000000 Penalty: 3596.626953
	Iteration 18Q: 3 clusters Score -8510961 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8511083.000000 Penalty: 3596.626953
	Iteration 19Q: 3 clusters Score -8511083 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -8511184.000000 Penalty: 3596.626953
	Iteration 20F: 3 clusters Score -8511184 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -8511275.000000 Penalty: 3596.626953
	Iteration 21Q: 3 clusters Score -8511275 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -8511366.000000 Penalty: 3596.626953
	Iteration 22Q: 3 clusters Score -8511366 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8511429.000000 Penalty: 3596.626953
	Iteration 23Q: 3 clusters Score -8511429 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -8511469.000000 Penalty: 3596.626953
	Iteration 24Q: 3 clusters Score -8511469 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -8511509.000000 Penalty: 3596.626953
	Iteration 25Q: 3 clusters Score -8511509 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -8511542.000000 Penalty: 3596.626953
	Iteration 26Q: 3 clusters Score -8511542 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8511556.000000 Penalty: 3596.626953
	Iteration 27Q: 3 clusters Score -8511556 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -8511573.000000 Penalty: 3596.626953
	Iteration 28Q: 3 clusters Score -8511573 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8511576.000000 Penalty: 3596.626953
	Iteration 29Q: 3 clusters Score -8511576 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -8511579.000000 Penalty: 3596.626953
	Iteration 30Q: 3 clusters Score -8511579 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -8511607.000000 Penalty: 3596.626953
	Iteration 31Q: 3 clusters Score -8511607 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -8511619.000000 Penalty: 3596.626953
	Iteration 32Q: 3 clusters Score -8511619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8511621.000000 Penalty: 3596.626953
	Iteration 33Q: 3 clusters Score -8511621 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8511634.000000 Penalty: 3596.626953
	Iteration 34Q: 3 clusters Score -8511634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -8511638.000000 Penalty: 3596.626953
	Iteration 35Q: 3 clusters Score -8511638 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -8511671.000000 Penalty: 3596.626953
	Iteration 36Q: 3 clusters Score -8511671 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -8511655.000000 Penalty: 3596.626953
	Iteration 37Q: 3 clusters Score -8511655 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -8511646.000000 Penalty: 3596.626953
	Iteration 38Q: 3 clusters Score -8511646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8511647.000000 Penalty: 3596.626953
	Iteration 39Q: 3 clusters Score -8511647 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -8511709.000000 Penalty: 3596.626953
	Iteration 40F: 3 clusters Score -8511709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8511721.000000 Penalty: 3596.626953
	Iteration 41Q: 3 clusters Score -8511721 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -8511788.000000 Penalty: 3596.626953
	Iteration 42Q: 3 clusters Score -8511788 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -8511795.000000 Penalty: 3596.626953
	Iteration 43Q: 3 clusters Score -8511795 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8511802.000000 Penalty: 3596.626953
	Iteration 44Q: 3 clusters Score -8511802 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8511829.000000 Penalty: 3596.626953
	Iteration 45Q: 3 clusters Score -8511829 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8511848.000000 Penalty: 3596.626953
	Iteration 46Q: 3 clusters Score -8511848 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -8511884.000000 Penalty: 3596.626953
	Iteration 47Q: 3 clusters Score -8511884 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8511944.000000 Penalty: 3596.626953
	Iteration 48Q: 3 clusters Score -8511944 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -8511974.000000 Penalty: 3596.626953
	Iteration 49Q: 3 clusters Score -8511974 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -8512014.000000 Penalty: 3596.626953
	Iteration 50Q: 3 clusters Score -8512014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8512038.000000 Penalty: 3596.626953
	Iteration 51Q: 3 clusters Score -8512038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8512080.000000 Penalty: 3596.626953
	Iteration 52Q: 3 clusters Score -8512080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8512093.000000 Penalty: 3596.626953
	Iteration 53Q: 3 clusters Score -8512093 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8512132.000000 Penalty: 3596.626953
	Iteration 54Q: 3 clusters Score -8512132 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8512166.000000 Penalty: 3596.626953
	Iteration 55Q: 3 clusters Score -8512166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -8512213.000000 Penalty: 3596.626953
	Iteration 56Q: 3 clusters Score -8512213 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8512286.000000 Penalty: 3596.626953
	Iteration 57Q: 3 clusters Score -8512286 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8512326.000000 Penalty: 3596.626953
	Iteration 58Q: 3 clusters Score -8512326 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8512384.000000 Penalty: 3596.626953
	Iteration 59Q: 3 clusters Score -8512384 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8512425.000000 Penalty: 3596.626953
	Iteration 60F: 3 clusters Score -8512425 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8512471.000000 Penalty: 3596.626953
	Iteration 61Q: 3 clusters Score -8512471 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -8512531.000000 Penalty: 3596.626953
	Iteration 62Q: 3 clusters Score -8512531 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -8512569.000000 Penalty: 3596.626953
	Iteration 63Q: 3 clusters Score -8512569 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8512632.000000 Penalty: 3596.626953
	Iteration 64Q: 3 clusters Score -8512632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8512681.000000 Penalty: 3596.626953
	Iteration 65Q: 3 clusters Score -8512681 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8512736.000000 Penalty: 3596.626953
	Iteration 66Q: 3 clusters Score -8512736 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -8512798.000000 Penalty: 3596.626953
	Iteration 67Q: 3 clusters Score -8512798 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8512873.000000 Penalty: 3596.626953
	Iteration 68Q: 3 clusters Score -8512873 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -8512910.000000 Penalty: 3596.626953
	Iteration 69Q: 3 clusters Score -8512910 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -8513018.000000 Penalty: 3596.626953
	Iteration 70Q: 3 clusters Score -8513018 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -8513090.000000 Penalty: 3596.626953
	Iteration 71Q: 3 clusters Score -8513090 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -8513204.000000 Penalty: 3596.626953
	Iteration 72Q: 3 clusters Score -8513204 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -8513328.000000 Penalty: 3596.626953
	Iteration 73Q: 3 clusters Score -8513328 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -8513445.000000 Penalty: 3596.626953
	Iteration 74Q: 3 clusters Score -8513445 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -8513566.000000 Penalty: 3596.626953
	Iteration 75Q: 3 clusters Score -8513566 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -8513652.000000 Penalty: 3596.626953
	Iteration 76Q: 3 clusters Score -8513652 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -8513777.000000 Penalty: 3596.626953
	Iteration 77Q: 3 clusters Score -8513777 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -8513900.000000 Penalty: 3596.626953
	Iteration 78Q: 3 clusters Score -8513900 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -8514036.000000 Penalty: 3596.626953
	Iteration 79Q: 3 clusters Score -8514036 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -8514210.000000 Penalty: 3596.626953
	Iteration 80F: 3 clusters Score -8514210 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -8514334.000000 Penalty: 3596.626953
	Iteration 81Q: 3 clusters Score -8514334 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -8514491.000000 Penalty: 3596.626953
	Iteration 82Q: 3 clusters Score -8514491 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -8514615.000000 Penalty: 3596.626953
	Iteration 83Q: 3 clusters Score -8514615 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -8514728.000000 Penalty: 3596.626953
	Iteration 84Q: 3 clusters Score -8514728 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -8514835.000000 Penalty: 3596.626953
	Iteration 85Q: 3 clusters Score -8514835 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -8515014.000000 Penalty: 3596.626953
	Iteration 86Q: 3 clusters Score -8515014 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -8515139.000000 Penalty: 3596.626953
	Iteration 87Q: 3 clusters Score -8515139 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -8515297.000000 Penalty: 3596.626953
	Iteration 88Q: 3 clusters Score -8515297 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -8515445.000000 Penalty: 3596.626953
	Iteration 89Q: 3 clusters Score -8515445 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -8515563.000000 Penalty: 3596.626953
	Iteration 90Q: 3 clusters Score -8515563 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -8515765.000000 Penalty: 3596.626953
	Iteration 91Q: 3 clusters Score -8515765 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -8515919.000000 Penalty: 3596.626953
	Iteration 92Q: 3 clusters Score -8515919 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -8516050.000000 Penalty: 3596.626953
	Iteration 93Q: 3 clusters Score -8516050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -8516167.000000 Penalty: 3596.626953
	Iteration 94Q: 3 clusters Score -8516167 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -8516262.000000 Penalty: 3596.626953
	Iteration 95Q: 3 clusters Score -8516262 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -8516348.000000 Penalty: 3596.626953
	Iteration 96Q: 3 clusters Score -8516348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -8516431.000000 Penalty: 3596.626953
	Iteration 97Q: 3 clusters Score -8516431 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -8516470.000000 Penalty: 3596.626953
	Iteration 98Q: 3 clusters Score -8516470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -8516506.000000 Penalty: 3596.626953
	Iteration 99Q: 3 clusters Score -8516506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -8516520.000000 Penalty: 3596.626953
	Iteration 100F: 3 clusters Score -8516520 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -8516562.000000 Penalty: 3596.626953
	Iteration 101Q: 3 clusters Score -8516562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -8516600.000000 Penalty: 3596.626953
	Iteration 102Q: 3 clusters Score -8516600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8516609.000000 Penalty: 3596.626953
	Iteration 103Q: 3 clusters Score -8516609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -8516622.000000 Penalty: 3596.626953
	Iteration 104Q: 3 clusters Score -8516622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -8516629.000000 Penalty: 3596.626953
	Iteration 105Q: 3 clusters Score -8516629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -8516634.000000 Penalty: 3596.626953
	Iteration 106Q: 3 clusters Score -8516634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -8516637.000000 Penalty: 3596.626953
	Iteration 107Q: 3 clusters Score -8516637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8516632.000000 Penalty: 3596.626953
	Iteration 108Q: 3 clusters Score -8516632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -8516643.000000 Penalty: 3596.626953
	Iteration 109Q: 3 clusters Score -8516643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -8516650.000000 Penalty: 3596.626953
	Iteration 110Q: 3 clusters Score -8516650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -8516647.000000 Penalty: 3596.626953
	Iteration 111Q: 3 clusters Score -8516647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -8516661.000000 Penalty: 3596.626953
	Iteration 112Q: 3 clusters Score -8516661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -8516658.000000 Penalty: 3596.626953
	Iteration 113Q: 3 clusters Score -8516658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -8516658.000000 Penalty: 3596.626953
	Iteration 114Q: 3 clusters Score -8516658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -8516658.000000 Penalty: 3596.626953
	Iteration 115Q: 3 clusters Score -8516658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -8516664.000000 Penalty: 3596.626953
	Iteration 116Q: 3 clusters Score -8516664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -8516675.000000 Penalty: 3596.626953
	Iteration 117Q: 3 clusters Score -8516675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -8516676.000000 Penalty: 3596.626953
	Iteration 118Q: 3 clusters Score -8516676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -8516675.000000 Penalty: 3596.626953
	Iteration 119Q: 3 clusters Score -8516675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -8516680.000000 Penalty: 3596.626953
	Iteration 120F: 3 clusters Score -8516680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -8516667.000000 Penalty: 3596.626953
	Iteration 121Q: 3 clusters Score -8516667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -8516667.000000 Penalty: 3596.626953
	Iteration 122Q: 3 clusters Score -8516667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -8516665.000000 Penalty: 3596.626953
	Iteration 123Q: 3 clusters Score -8516665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -8516660.000000 Penalty: 3596.626953
	Iteration 124Q: 3 clusters Score -8516660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -8516657.000000 Penalty: 3596.626953
	Iteration 125Q: 3 clusters Score -8516657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -8516657.000000 Penalty: 3596.626953
	Iteration 126F: 3 clusters Score -8516657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16895.523438 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16895.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17097.351562 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17097.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17205.328125 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17205.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17272.591797 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17272.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17325.429688 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17325.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17348.654297 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17348.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17353.916016 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17353.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17356.113281 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17356.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17377.769531 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17377.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17385.949219 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -17385.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17385.949219 Penalty: 1852.644165
	Iteration 10F: 3 clusters Score -17385.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Entering Unmasked Estep 
Score: -9183114.000000 Penalty: 1811.835693
	Iteration 0F: 2 clusters Score -9183114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9140072.000000 Penalty: 3623.671387
	Iteration 0F: 3 clusters Score -9140072 nChanged 32964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -9158550.000000 Penalty: 3623.671387
	Iteration 1F: 3 clusters Score -9158550 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -9159063.000000 Penalty: 3623.671387
	Iteration 2Q: 3 clusters Score -9159063 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -9159590.000000 Penalty: 3623.671387
	Iteration 3Q: 3 clusters Score -9159590 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -9160248.000000 Penalty: 3623.671387
	Iteration 4Q: 3 clusters Score -9160248 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -9160983.000000 Penalty: 3623.671387
	Iteration 5Q: 3 clusters Score -9160983 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -9162057.000000 Penalty: 3623.671387
	Iteration 6Q: 3 clusters Score -9162057 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -9163298.000000 Penalty: 3623.671387
	Iteration 7Q: 3 clusters Score -9163298 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -9164919.000000 Penalty: 3623.671387
	Iteration 8Q: 3 clusters Score -9164919 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9167122.000000 Penalty: 3623.671387
	Iteration 9F: 3 clusters Score -9167122 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -9169576.000000 Penalty: 3623.671387
	Iteration 10F: 3 clusters Score -9169576 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -9172030.000000 Penalty: 3623.671387
	Iteration 11F: 3 clusters Score -9172030 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -9173738.000000 Penalty: 3623.671387
	Iteration 12Q: 3 clusters Score -9173738 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9174563.000000 Penalty: 3623.671387
	Iteration 13Q: 3 clusters Score -9174563 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -9174998.000000 Penalty: 3623.671387
	Iteration 14Q: 3 clusters Score -9174998 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9175274.000000 Penalty: 3623.671387
	Iteration 15Q: 3 clusters Score -9175274 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -9175459.000000 Penalty: 3623.671387
	Iteration 16Q: 3 clusters Score -9175459 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9175756.000000 Penalty: 3623.671387
	Iteration 17Q: 3 clusters Score -9175756 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -9176035.000000 Penalty: 3623.671387
	Iteration 18Q: 3 clusters Score -9176035 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -9176304.000000 Penalty: 3623.671387
	Iteration 19Q: 3 clusters Score -9176304 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -9176623.000000 Penalty: 3623.671387
	Iteration 20F: 3 clusters Score -9176623 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -9176853.000000 Penalty: 3623.671387
	Iteration 21Q: 3 clusters Score -9176853 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -9177210.000000 Penalty: 3623.671387
	Iteration 22Q: 3 clusters Score -9177210 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -9177542.000000 Penalty: 3623.671387
	Iteration 23Q: 3 clusters Score -9177542 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -9177889.000000 Penalty: 3623.671387
	Iteration 24Q: 3 clusters Score -9177889 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -9178268.000000 Penalty: 3623.671387
	Iteration 25Q: 3 clusters Score -9178268 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -9178631.000000 Penalty: 3623.671387
	Iteration 26Q: 3 clusters Score -9178631 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -9178987.000000 Penalty: 3623.671387
	Iteration 27Q: 3 clusters Score -9178987 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -9179501.000000 Penalty: 3623.671387
	Iteration 28Q: 3 clusters Score -9179501 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -9179963.000000 Penalty: 3623.671387
	Iteration 29Q: 3 clusters Score -9179963 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9180344.000000 Penalty: 3623.671387
	Iteration 30Q: 3 clusters Score -9180344 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -9180736.000000 Penalty: 3623.671387
	Iteration 31Q: 3 clusters Score -9180736 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -9181176.000000 Penalty: 3623.671387
	Iteration 32Q: 3 clusters Score -9181176 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -9181514.000000 Penalty: 3623.671387
	Iteration 33Q: 3 clusters Score -9181514 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -9181872.000000 Penalty: 3623.671387
	Iteration 34Q: 3 clusters Score -9181872 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9182154.000000 Penalty: 3623.671387
	Iteration 35Q: 3 clusters Score -9182154 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9182402.000000 Penalty: 3623.671387
	Iteration 36Q: 3 clusters Score -9182402 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9182550.000000 Penalty: 3623.671387
	Iteration 37Q: 3 clusters Score -9182550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9182710.000000 Penalty: 3623.671387
	Iteration 38Q: 3 clusters Score -9182710 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9182766.000000 Penalty: 3623.671387
	Iteration 39Q: 3 clusters Score -9182766 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9182982.000000 Penalty: 3623.671387
	Iteration 40F: 3 clusters Score -9182982 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9183103.000000 Penalty: 3623.671387
	Iteration 41Q: 3 clusters Score -9183103 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9183166.000000 Penalty: 3623.671387
	Iteration 42Q: 3 clusters Score -9183166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9183125.000000 Penalty: 3623.671387
	Iteration 43Q: 3 clusters Score -9183125 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9183136.000000 Penalty: 3623.671387
	Iteration 44Q: 3 clusters Score -9183136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9183138.000000 Penalty: 3623.671387
	Iteration 45Q: 3 clusters Score -9183138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9183135.000000 Penalty: 3623.671387
	Iteration 46Q: 3 clusters Score -9183135 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9183129.000000 Penalty: 3623.671387
	Iteration 47Q: 3 clusters Score -9183129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9183103.000000 Penalty: 3623.671387
	Iteration 48Q: 3 clusters Score -9183103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9183094.000000 Penalty: 3623.671387
	Iteration 49Q: 3 clusters Score -9183094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9183089.000000 Penalty: 3623.671387
	Iteration 50Q: 3 clusters Score -9183089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9183090.000000 Penalty: 3623.671387
	Iteration 51Q: 3 clusters Score -9183090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9183089.000000 Penalty: 3623.671387
	Iteration 52Q: 3 clusters Score -9183089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9183086.000000 Penalty: 3623.671387
	Iteration 53Q: 3 clusters Score -9183086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9183100.000000 Penalty: 3623.671387
	Iteration 54Q: 3 clusters Score -9183100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9183107.000000 Penalty: 3623.671387
	Iteration 55Q: 3 clusters Score -9183107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9183107.000000 Penalty: 3623.671387
	Iteration 56Q: 3 clusters Score -9183107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9183099.000000 Penalty: 3623.671387
	Iteration 57Q: 3 clusters Score -9183099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9183093.000000 Penalty: 3623.671387
	Iteration 58Q: 3 clusters Score -9183093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9183093.000000 Penalty: 3623.671387
	Iteration 59Q: 3 clusters Score -9183093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9183099.000000 Penalty: 3623.671387
	Iteration 60F: 3 clusters Score -9183099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9183099.000000 Penalty: 3623.671387
	Iteration 61Q: 3 clusters Score -9183099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9183093.000000 Penalty: 3623.671387
	Iteration 62Q: 3 clusters Score -9183093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9183085.000000 Penalty: 3623.671387
	Iteration 63Q: 3 clusters Score -9183085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9183085.000000 Penalty: 3623.671387
	Iteration 64F: 3 clusters Score -9183085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -243113.578125 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243113.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -243636.937500 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243636.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244036.750000 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -244036.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -244339.453125 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244339.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244524.968750 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -244691.453125 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -244691.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -244799.375000 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244799.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -244854.812500 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244854.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -244899.828125 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244926.265625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244938.421875 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244947.625000 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244950.671875 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -244951.109375 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244951.468750 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -244951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244951.671875 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -244951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244951.671875 Penalty: 2400.603027
	Iteration 16F: 3 clusters Score -244951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Entering Unmasked Estep 
Score: -6144835.000000 Penalty: 1745.850586
	Iteration 0F: 2 clusters Score -6144835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6114065.500000 Penalty: 3491.701172
	Iteration 0F: 3 clusters Score -6114066 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6126254.000000 Penalty: 3491.701172
	Iteration 1F: 3 clusters Score -6126254 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -6126743.000000 Penalty: 3491.701172
	Iteration 2Q: 3 clusters Score -6126743 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -6127183.000000 Penalty: 3491.701172
	Iteration 3Q: 3 clusters Score -6127183 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6127610.000000 Penalty: 3491.701172
	Iteration 4Q: 3 clusters Score -6127610 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6128124.500000 Penalty: 3491.701172
	Iteration 5Q: 3 clusters Score -6128124 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -6128639.500000 Penalty: 3491.701172
	Iteration 6Q: 3 clusters Score -6128640 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6129324.500000 Penalty: 3491.701172
	Iteration 7Q: 3 clusters Score -6129324 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -6130207.000000 Penalty: 3491.701172
	Iteration 8Q: 3 clusters Score -6130207 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -6131365.500000 Penalty: 3491.701172
	Iteration 9Q: 3 clusters Score -6131366 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -6132901.500000 Penalty: 3491.701172
	Iteration 10F: 3 clusters Score -6132902 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -6134833.500000 Penalty: 3491.701172
	Iteration 11F: 3 clusters Score -6134834 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -6136508.000000 Penalty: 3491.701172
	Iteration 12F: 3 clusters Score -6136508 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6137618.500000 Penalty: 3491.701172
	Iteration 13Q: 3 clusters Score -6137618 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -6138254.000000 Penalty: 3491.701172
	Iteration 14Q: 3 clusters Score -6138254 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -6138872.000000 Penalty: 3491.701172
	Iteration 15Q: 3 clusters Score -6138872 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -6139418.500000 Penalty: 3491.701172
	Iteration 16Q: 3 clusters Score -6139418 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -6139958.500000 Penalty: 3491.701172
	Iteration 17Q: 3 clusters Score -6139958 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6140466.000000 Penalty: 3491.701172
	Iteration 18Q: 3 clusters Score -6140466 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -6140812.500000 Penalty: 3491.701172
	Iteration 19Q: 3 clusters Score -6140812 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -6141085.500000 Penalty: 3491.701172
	Iteration 20F: 3 clusters Score -6141086 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -6141293.000000 Penalty: 3491.701172
	Iteration 21Q: 3 clusters Score -6141293 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6141448.500000 Penalty: 3491.701172
	Iteration 22Q: 3 clusters Score -6141448 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -6141555.000000 Penalty: 3491.701172
	Iteration 23Q: 3 clusters Score -6141555 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6141688.500000 Penalty: 3491.701172
	Iteration 24Q: 3 clusters Score -6141688 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6141746.500000 Penalty: 3491.701172
	Iteration 25Q: 3 clusters Score -6141746 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -6141801.000000 Penalty: 3491.701172
	Iteration 26Q: 3 clusters Score -6141801 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -6141865.000000 Penalty: 3491.701172
	Iteration 27Q: 3 clusters Score -6141865 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -6141916.500000 Penalty: 3491.701172
	Iteration 28Q: 3 clusters Score -6141916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -6141952.500000 Penalty: 3491.701172
	Iteration 29Q: 3 clusters Score -6141952 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6141996.000000 Penalty: 3491.701172
	Iteration 30Q: 3 clusters Score -6141996 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -6142030.000000 Penalty: 3491.701172
	Iteration 31Q: 3 clusters Score -6142030 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -6142072.500000 Penalty: 3491.701172
	Iteration 32Q: 3 clusters Score -6142072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -6142082.500000 Penalty: 3491.701172
	Iteration 33Q: 3 clusters Score -6142082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6142156.000000 Penalty: 3491.701172
	Iteration 34Q: 3 clusters Score -6142156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6142180.000000 Penalty: 3491.701172
	Iteration 35Q: 3 clusters Score -6142180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6142199.000000 Penalty: 3491.701172
	Iteration 36Q: 3 clusters Score -6142199 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -6142225.000000 Penalty: 3491.701172
	Iteration 37Q: 3 clusters Score -6142225 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -6142241.000000 Penalty: 3491.701172
	Iteration 38Q: 3 clusters Score -6142241 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -6142269.500000 Penalty: 3491.701172
	Iteration 39Q: 3 clusters Score -6142270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -6142320.000000 Penalty: 3491.701172
	Iteration 40F: 3 clusters Score -6142320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6142332.000000 Penalty: 3491.701172
	Iteration 41Q: 3 clusters Score -6142332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -6142360.500000 Penalty: 3491.701172
	Iteration 42Q: 3 clusters Score -6142360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6142396.000000 Penalty: 3491.701172
	Iteration 43Q: 3 clusters Score -6142396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -6142418.500000 Penalty: 3491.701172
	Iteration 44Q: 3 clusters Score -6142418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -6142453.500000 Penalty: 3491.701172
	Iteration 45Q: 3 clusters Score -6142454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -6142479.500000 Penalty: 3491.701172
	Iteration 46Q: 3 clusters Score -6142480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -6142512.500000 Penalty: 3491.701172
	Iteration 47Q: 3 clusters Score -6142512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -6142534.500000 Penalty: 3491.701172
	Iteration 48Q: 3 clusters Score -6142534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6142545.500000 Penalty: 3491.701172
	Iteration 49Q: 3 clusters Score -6142546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -6142572.000000 Penalty: 3491.701172
	Iteration 50Q: 3 clusters Score -6142572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -6142588.000000 Penalty: 3491.701172
	Iteration 51Q: 3 clusters Score -6142588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -6142611.500000 Penalty: 3491.701172
	Iteration 52Q: 3 clusters Score -6142612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6142652.000000 Penalty: 3491.701172
	Iteration 53Q: 3 clusters Score -6142652 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -6142658.500000 Penalty: 3491.701172
	Iteration 54Q: 3 clusters Score -6142658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -6142682.000000 Penalty: 3491.701172
	Iteration 55Q: 3 clusters Score -6142682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -6142717.000000 Penalty: 3491.701172
	Iteration 56Q: 3 clusters Score -6142717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -6142728.500000 Penalty: 3491.701172
	Iteration 57Q: 3 clusters Score -6142728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -6142757.000000 Penalty: 3491.701172
	Iteration 58Q: 3 clusters Score -6142757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6142771.000000 Penalty: 3491.701172
	Iteration 59Q: 3 clusters Score -6142771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -6142772.000000 Penalty: 3491.701172
	Iteration 60F: 3 clusters Score -6142772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -6142799.500000 Penalty: 3491.701172
	Iteration 61Q: 3 clusters Score -6142800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -6142820.500000 Penalty: 3491.701172
	Iteration 62Q: 3 clusters Score -6142820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6142819.000000 Penalty: 3491.701172
	Iteration 63Q: 3 clusters Score -6142819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -6142834.000000 Penalty: 3491.701172
	Iteration 64Q: 3 clusters Score -6142834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6142845.500000 Penalty: 3491.701172
	Iteration 65Q: 3 clusters Score -6142846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6142853.500000 Penalty: 3491.701172
	Iteration 66Q: 3 clusters Score -6142854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -6142851.500000 Penalty: 3491.701172
	Iteration 67Q: 3 clusters Score -6142852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -6142862.000000 Penalty: 3491.701172
	Iteration 68Q: 3 clusters Score -6142862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -6142884.500000 Penalty: 3491.701172
	Iteration 69Q: 3 clusters Score -6142884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -6142893.500000 Penalty: 3491.701172
	Iteration 70Q: 3 clusters Score -6142894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -6142902.000000 Penalty: 3491.701172
	Iteration 71Q: 3 clusters Score -6142902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -6142916.500000 Penalty: 3491.701172
	Iteration 72Q: 3 clusters Score -6142916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -6142930.000000 Penalty: 3491.701172
	Iteration 73Q: 3 clusters Score -6142930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -6142925.000000 Penalty: 3491.701172
	Iteration 74Q: 3 clusters Score -6142925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -6142944.000000 Penalty: 3491.701172
	Iteration 75Q: 3 clusters Score -6142944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -6142934.500000 Penalty: 3491.701172
	Iteration 76Q: 3 clusters Score -6142934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -6142932.000000 Penalty: 3491.701172
	Iteration 77Q: 3 clusters Score -6142932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -6142945.500000 Penalty: 3491.701172
	Iteration 78Q: 3 clusters Score -6142946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -6142974.000000 Penalty: 3491.701172
	Iteration 79Q: 3 clusters Score -6142974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -6142972.500000 Penalty: 3491.701172
	Iteration 80F: 3 clusters Score -6142972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6143000.500000 Penalty: 3491.701172
	Iteration 81Q: 3 clusters Score -6143000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -6143012.500000 Penalty: 3491.701172
	Iteration 82Q: 3 clusters Score -6143012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -6143029.000000 Penalty: 3491.701172
	Iteration 83Q: 3 clusters Score -6143029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -6143040.500000 Penalty: 3491.701172
	Iteration 84Q: 3 clusters Score -6143040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -6143047.000000 Penalty: 3491.701172
	Iteration 85Q: 3 clusters Score -6143047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -6143075.500000 Penalty: 3491.701172
	Iteration 86Q: 3 clusters Score -6143076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -6143116.000000 Penalty: 3491.701172
	Iteration 87Q: 3 clusters Score -6143116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6143113.500000 Penalty: 3491.701172
	Iteration 88Q: 3 clusters Score -6143114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -6143120.500000 Penalty: 3491.701172
	Iteration 89Q: 3 clusters Score -6143120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -6143128.000000 Penalty: 3491.701172
	Iteration 90Q: 3 clusters Score -6143128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6143128.000000 Penalty: 3491.701172
	Iteration 91Q: 3 clusters Score -6143128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6143125.000000 Penalty: 3491.701172
	Iteration 92Q: 3 clusters Score -6143125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6143141.000000 Penalty: 3491.701172
	Iteration 93Q: 3 clusters Score -6143141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -6143138.500000 Penalty: 3491.701172
	Iteration 94Q: 3 clusters Score -6143138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -6143144.500000 Penalty: 3491.701172
	Iteration 95Q: 3 clusters Score -6143144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -6143147.000000 Penalty: 3491.701172
	Iteration 96Q: 3 clusters Score -6143147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -6143154.000000 Penalty: 3491.701172
	Iteration 97Q: 3 clusters Score -6143154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -6143156.500000 Penalty: 3491.701172
	Iteration 98Q: 3 clusters Score -6143156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -6143161.000000 Penalty: 3491.701172
	Iteration 99Q: 3 clusters Score -6143161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6143160.500000 Penalty: 3491.701172
	Iteration 100F: 3 clusters Score -6143160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -6143170.000000 Penalty: 3491.701172
	Iteration 101Q: 3 clusters Score -6143170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -6143162.500000 Penalty: 3491.701172
	Iteration 102Q: 3 clusters Score -6143162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -6143159.000000 Penalty: 3491.701172
	Iteration 103Q: 3 clusters Score -6143159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6143158.000000 Penalty: 3491.701172
	Iteration 104Q: 3 clusters Score -6143158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -6143162.000000 Penalty: 3491.701172
	Iteration 105Q: 3 clusters Score -6143162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6143163.500000 Penalty: 3491.701172
	Iteration 106Q: 3 clusters Score -6143164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -6143165.000000 Penalty: 3491.701172
	Iteration 107Q: 3 clusters Score -6143165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -6143169.000000 Penalty: 3491.701172
	Iteration 108Q: 3 clusters Score -6143169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6143169.000000 Penalty: 3491.701172
	Iteration 109Q: 3 clusters Score -6143169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -6143170.500000 Penalty: 3491.701172
	Iteration 110Q: 3 clusters Score -6143170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6143186.000000 Penalty: 3491.701172
	Iteration 111Q: 3 clusters Score -6143186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -6143174.500000 Penalty: 3491.701172
	Iteration 112Q: 3 clusters Score -6143174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -6143169.500000 Penalty: 3491.701172
	Iteration 113Q: 3 clusters Score -6143170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -6143172.500000 Penalty: 3491.701172
	Iteration 114Q: 3 clusters Score -6143172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -6143169.000000 Penalty: 3491.701172
	Iteration 115Q: 3 clusters Score -6143169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -6143175.500000 Penalty: 3491.701172
	Iteration 116Q: 3 clusters Score -6143176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -6143170.500000 Penalty: 3491.701172
	Iteration 117Q: 3 clusters Score -6143170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6143168.000000 Penalty: 3491.701172
	Iteration 118Q: 3 clusters Score -6143168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -6143174.500000 Penalty: 3491.701172
	Iteration 119Q: 3 clusters Score -6143174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -6143176.500000 Penalty: 3491.701172
	Iteration 120F: 3 clusters Score -6143176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -6143164.500000 Penalty: 3491.701172
	Iteration 121Q: 3 clusters Score -6143164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -6143168.000000 Penalty: 3491.701172
	Iteration 122Q: 3 clusters Score -6143168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6143175.000000 Penalty: 3491.701172
	Iteration 123Q: 3 clusters Score -6143175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6143178.500000 Penalty: 3491.701172
	Iteration 124Q: 3 clusters Score -6143178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -6143173.500000 Penalty: 3491.701172
	Iteration 125Q: 3 clusters Score -6143174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -6143173.500000 Penalty: 3491.701172
	Iteration 126F: 3 clusters Score -6143174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -642215.875000 Penalty: 1382.246460
	Iteration 0F: 2 clusters Score -642215.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -638303.312500 Penalty: 2764.492920
	Iteration 0F: 3 clusters Score -638303.3 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -639348.625000 Penalty: 2764.492920
	Iteration 1F: 3 clusters Score -639348.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -639494.687500 Penalty: 2764.492920
	Iteration 2F: 3 clusters Score -639494.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -639591.187500 Penalty: 2764.492920
	Iteration 3Q: 3 clusters Score -639591.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -639656.937500 Penalty: 2764.492920
	Iteration 4Q: 3 clusters Score -639656.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -639707.812500 Penalty: 2764.492920
	Iteration 5Q: 3 clusters Score -639707.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -639780.000000 Penalty: 2764.492920
	Iteration 6Q: 3 clusters Score -639780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -639862.312500 Penalty: 2764.492920
	Iteration 7Q: 3 clusters Score -639862.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -639965.250000 Penalty: 2764.492920
	Iteration 8Q: 3 clusters Score -639965.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -640080.687500 Penalty: 2764.492920
	Iteration 9Q: 3 clusters Score -640080.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -640229.812500 Penalty: 2764.492920
	Iteration 10Q: 3 clusters Score -640229.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -640424.187500 Penalty: 2764.492920
	Iteration 11F: 3 clusters Score -640424.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -640602.062500 Penalty: 2764.492920
	Iteration 12F: 3 clusters Score -640602.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -640760.937500 Penalty: 2764.492920
	Iteration 13Q: 3 clusters Score -640760.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -640899.937500 Penalty: 2764.492920
	Iteration 14Q: 3 clusters Score -640899.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -641036.312500 Penalty: 2764.492920
	Iteration 15Q: 3 clusters Score -641036.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -641129.312500 Penalty: 2764.492920
	Iteration 16Q: 3 clusters Score -641129.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -641183.312500 Penalty: 2764.492920
	Iteration 17Q: 3 clusters Score -641183.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -641223.562500 Penalty: 2764.492920
	Iteration 18Q: 3 clusters Score -641223.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -641254.250000 Penalty: 2764.492920
	Iteration 19Q: 3 clusters Score -641254.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -641273.375000 Penalty: 2764.492920
	Iteration 20F: 3 clusters Score -641273.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -641294.875000 Penalty: 2764.492920
	Iteration 21Q: 3 clusters Score -641294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -641309.250000 Penalty: 2764.492920
	Iteration 22Q: 3 clusters Score -641309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -641318.437500 Penalty: 2764.492920
	Iteration 23Q: 3 clusters Score -641318.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -641325.812500 Penalty: 2764.492920
	Iteration 24Q: 3 clusters Score -641325.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -641335.625000 Penalty: 2764.492920
	Iteration 25Q: 3 clusters Score -641335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -641342.312500 Penalty: 2764.492920
	Iteration 26Q: 3 clusters Score -641342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -641347.937500 Penalty: 2764.492920
	Iteration 27Q: 3 clusters Score -641347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -641350.375000 Penalty: 2764.492920
	Iteration 28Q: 3 clusters Score -641350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -641351.375000 Penalty: 2764.492920
	Iteration 29Q: 3 clusters Score -641351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -641352.375000 Penalty: 2764.492920
	Iteration 30Q: 3 clusters Score -641352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -641355.250000 Penalty: 2764.492920
	Iteration 31Q: 3 clusters Score -641355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -641356.625000 Penalty: 2764.492920
	Iteration 32Q: 3 clusters Score -641356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -641360.750000 Penalty: 2764.492920
	Iteration 33Q: 3 clusters Score -641360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -641362.562500 Penalty: 2764.492920
	Iteration 34Q: 3 clusters Score -641362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -641365.125000 Penalty: 2764.492920
	Iteration 35Q: 3 clusters Score -641365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -641367.187500 Penalty: 2764.492920
	Iteration 36Q: 3 clusters Score -641367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -641368.687500 Penalty: 2764.492920
	Iteration 37Q: 3 clusters Score -641368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -641369.375000 Penalty: 2764.492920
	Iteration 38Q: 3 clusters Score -641369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -641369.375000 Penalty: 2764.492920
	Iteration 39F: 3 clusters Score -641369.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -102994.523438 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -102994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101696.835938 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -101696.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101953.328125 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -101953.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102110.671875 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -102110.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102267.437500 Penalty: 2186.025879
	Iteration 3F: 3 clusters Score -102267.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102426.414062 Penalty: 2186.025879
	Iteration 4F: 3 clusters Score -102426.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102504.335938 Penalty: 2186.025879
	Iteration 5F: 3 clusters Score -102504.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -102542.812500 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -102542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -102558.187500 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -102558.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102564.281250 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -102564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102564.281250 Penalty: 2186.025879
	Iteration 9F: 3 clusters Score -102564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Entering Unmasked Estep 
Score: -2211295.000000 Penalty: 1590.881348
	Iteration 0F: 2 clusters Score -2211295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2199071.750000 Penalty: 3181.762695
	Iteration 0F: 3 clusters Score -2199072 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2203563.250000 Penalty: 3181.762695
	Iteration 1F: 3 clusters Score -2203563 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2204081.750000 Penalty: 3181.762695
	Iteration 2F: 3 clusters Score -2204082 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2204654.250000 Penalty: 3181.762695
	Iteration 3F: 3 clusters Score -2204654 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2205357.500000 Penalty: 3181.762695
	Iteration 4F: 3 clusters Score -2205358 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2206215.000000 Penalty: 3181.762695
	Iteration 5F: 3 clusters Score -2206215 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2207219.500000 Penalty: 3181.762695
	Iteration 6F: 3 clusters Score -2207220 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2208194.000000 Penalty: 3181.762695
	Iteration 7F: 3 clusters Score -2208194 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2208921.500000 Penalty: 3181.762695
	Iteration 8F: 3 clusters Score -2208922 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2209386.250000 Penalty: 3181.762695
	Iteration 9Q: 3 clusters Score -2209386 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2209623.750000 Penalty: 3181.762695
	Iteration 10Q: 3 clusters Score -2209624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2209760.750000 Penalty: 3181.762695
	Iteration 11Q: 3 clusters Score -2209761 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2209861.000000 Penalty: 3181.762695
	Iteration 12Q: 3 clusters Score -2209861 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2209945.000000 Penalty: 3181.762695
	Iteration 13Q: 3 clusters Score -2209945 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2210032.500000 Penalty: 3181.762695
	Iteration 14Q: 3 clusters Score -2210032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2210115.250000 Penalty: 3181.762695
	Iteration 15Q: 3 clusters Score -2210115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2210187.000000 Penalty: 3181.762695
	Iteration 16Q: 3 clusters Score -2210187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2210268.000000 Penalty: 3181.762695
	Iteration 17Q: 3 clusters Score -2210268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2210342.250000 Penalty: 3181.762695
	Iteration 18Q: 3 clusters Score -2210342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2210411.000000 Penalty: 3181.762695
	Iteration 19Q: 3 clusters Score -2210411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2210481.250000 Penalty: 3181.762695
	Iteration 20F: 3 clusters Score -2210481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2210544.750000 Penalty: 3181.762695
	Iteration 21Q: 3 clusters Score -2210545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2210597.250000 Penalty: 3181.762695
	Iteration 22Q: 3 clusters Score -2210597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2210637.250000 Penalty: 3181.762695
	Iteration 23Q: 3 clusters Score -2210637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2210683.500000 Penalty: 3181.762695
	Iteration 24Q: 3 clusters Score -2210684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2210718.250000 Penalty: 3181.762695
	Iteration 25Q: 3 clusters Score -2210718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2210732.250000 Penalty: 3181.762695
	Iteration 26Q: 3 clusters Score -2210732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2210741.500000 Penalty: 3181.762695
	Iteration 27Q: 3 clusters Score -2210742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2210749.750000 Penalty: 3181.762695
	Iteration 28Q: 3 clusters Score -2210750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2210752.750000 Penalty: 3181.762695
	Iteration 29Q: 3 clusters Score -2210753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2210761.750000 Penalty: 3181.762695
	Iteration 30Q: 3 clusters Score -2210762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2210767.250000 Penalty: 3181.762695
	Iteration 31Q: 3 clusters Score -2210767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2210768.500000 Penalty: 3181.762695
	Iteration 32Q: 3 clusters Score -2210768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2210771.750000 Penalty: 3181.762695
	Iteration 33Q: 3 clusters Score -2210772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2210777.500000 Penalty: 3181.762695
	Iteration 34Q: 3 clusters Score -2210778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2210777.500000 Penalty: 3181.762695
	Iteration 35Q: 3 clusters Score -2210778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2210784.000000 Penalty: 3181.762695
	Iteration 36Q: 3 clusters Score -2210784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2210785.750000 Penalty: 3181.762695
	Iteration 37Q: 3 clusters Score -2210786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2210788.750000 Penalty: 3181.762695
	Iteration 38Q: 3 clusters Score -2210789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2210792.500000 Penalty: 3181.762695
	Iteration 39Q: 3 clusters Score -2210792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2210806.500000 Penalty: 3181.762695
	Iteration 40F: 3 clusters Score -2210806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2210819.000000 Penalty: 3181.762695
	Iteration 41Q: 3 clusters Score -2210819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2210826.750000 Penalty: 3181.762695
	Iteration 42Q: 3 clusters Score -2210827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2210833.250000 Penalty: 3181.762695
	Iteration 43Q: 3 clusters Score -2210833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2210841.750000 Penalty: 3181.762695
	Iteration 44Q: 3 clusters Score -2210842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2210846.000000 Penalty: 3181.762695
	Iteration 45Q: 3 clusters Score -2210846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2210851.250000 Penalty: 3181.762695
	Iteration 46Q: 3 clusters Score -2210851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2210852.000000 Penalty: 3181.762695
	Iteration 47Q: 3 clusters Score -2210852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2210856.250000 Penalty: 3181.762695
	Iteration 48Q: 3 clusters Score -2210856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2210857.000000 Penalty: 3181.762695
	Iteration 49Q: 3 clusters Score -2210857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2210857.000000 Penalty: 3181.762695
	Iteration 50F: 3 clusters Score -2210857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Entering Unmasked Estep 
Score: -3602337.000000 Penalty: 1660.982666
	Iteration 0F: 2 clusters Score -3602337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3583614.250000 Penalty: 3321.965332
	Iteration 0F: 3 clusters Score -3583614 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3590839.750000 Penalty: 3321.965332
	Iteration 1F: 3 clusters Score -3590840 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3591423.750000 Penalty: 3321.965332
	Iteration 2F: 3 clusters Score -3591424 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3592265.500000 Penalty: 3321.965332
	Iteration 3F: 3 clusters Score -3592266 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3593342.250000 Penalty: 3321.965332
	Iteration 4F: 3 clusters Score -3593342 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3594694.250000 Penalty: 3321.965332
	Iteration 5F: 3 clusters Score -3594694 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3596310.000000 Penalty: 3321.965332
	Iteration 6F: 3 clusters Score -3596310 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3597933.000000 Penalty: 3321.965332
	Iteration 7F: 3 clusters Score -3597933 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3599178.500000 Penalty: 3321.965332
	Iteration 8Q: 3 clusters Score -3599178 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3599949.250000 Penalty: 3321.965332
	Iteration 9Q: 3 clusters Score -3599949 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3600450.250000 Penalty: 3321.965332
	Iteration 10Q: 3 clusters Score -3600450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3600743.750000 Penalty: 3321.965332
	Iteration 11Q: 3 clusters Score -3600744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3600941.250000 Penalty: 3321.965332
	Iteration 12Q: 3 clusters Score -3600941 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3601047.250000 Penalty: 3321.965332
	Iteration 13Q: 3 clusters Score -3601047 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3601109.750000 Penalty: 3321.965332
	Iteration 14Q: 3 clusters Score -3601110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3601143.500000 Penalty: 3321.965332
	Iteration 15Q: 3 clusters Score -3601144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3601158.750000 Penalty: 3321.965332
	Iteration 16Q: 3 clusters Score -3601159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3601163.000000 Penalty: 3321.965332
	Iteration 17Q: 3 clusters Score -3601163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3601173.750000 Penalty: 3321.965332
	Iteration 18Q: 3 clusters Score -3601174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3601180.250000 Penalty: 3321.965332
	Iteration 19Q: 3 clusters Score -3601180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3601186.000000 Penalty: 3321.965332
	Iteration 20F: 3 clusters Score -3601186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3601193.750000 Penalty: 3321.965332
	Iteration 21Q: 3 clusters Score -3601194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3601194.250000 Penalty: 3321.965332
	Iteration 22Q: 3 clusters Score -3601194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3601196.250000 Penalty: 3321.965332
	Iteration 23Q: 3 clusters Score -3601196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3601196.250000 Penalty: 3321.965332
	Iteration 24F: 3 clusters Score -3601196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Entering Unmasked Estep 
Score: -7499866.000000 Penalty: 1778.154907
	Iteration 0F: 2 clusters Score -7499866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -7464212.500000 Penalty: 3556.309814
	Iteration 0F: 3 clusters Score -7464212 nChanged 26682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -7479403.500000 Penalty: 3556.309814
	Iteration 1F: 3 clusters Score -7479404 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7480138.000000 Penalty: 3556.309814
	Iteration 2Q: 3 clusters Score -7480138 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -7481111.500000 Penalty: 3556.309814
	Iteration 3Q: 3 clusters Score -7481112 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -7482508.000000 Penalty: 3556.309814
	Iteration 4F: 3 clusters Score -7482508 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -7484587.000000 Penalty: 3556.309814
	Iteration 5F: 3 clusters Score -7484587 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -7487592.500000 Penalty: 3556.309814
	Iteration 6F: 3 clusters Score -7487592 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -7491110.000000 Penalty: 3556.309814
	Iteration 7F: 3 clusters Score -7491110 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7493755.500000 Penalty: 3556.309814
	Iteration 8F: 3 clusters Score -7493756 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7495177.500000 Penalty: 3556.309814
	Iteration 9Q: 3 clusters Score -7495178 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -7495990.000000 Penalty: 3556.309814
	Iteration 10Q: 3 clusters Score -7495990 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -7496674.500000 Penalty: 3556.309814
	Iteration 11Q: 3 clusters Score -7496674 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -7497268.500000 Penalty: 3556.309814
	Iteration 12Q: 3 clusters Score -7497268 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -7497779.500000 Penalty: 3556.309814
	Iteration 13Q: 3 clusters Score -7497780 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -7498175.000000 Penalty: 3556.309814
	Iteration 14Q: 3 clusters Score -7498175 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -7498454.500000 Penalty: 3556.309814
	Iteration 15Q: 3 clusters Score -7498454 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -7498600.000000 Penalty: 3556.309814
	Iteration 16Q: 3 clusters Score -7498600 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -7498682.000000 Penalty: 3556.309814
	Iteration 17Q: 3 clusters Score -7498682 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -7498749.500000 Penalty: 3556.309814
	Iteration 18Q: 3 clusters Score -7498750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -7498793.500000 Penalty: 3556.309814
	Iteration 19Q: 3 clusters Score -7498794 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -7498817.500000 Penalty: 3556.309814
	Iteration 20F: 3 clusters Score -7498818 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -7498843.500000 Penalty: 3556.309814
	Iteration 21Q: 3 clusters Score -7498844 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -7498821.000000 Penalty: 3556.309814
	Iteration 22Q: 3 clusters Score -7498821 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -7498831.500000 Penalty: 3556.309814
	Iteration 23Q: 3 clusters Score -7498832 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -7498828.000000 Penalty: 3556.309814
	Iteration 24Q: 3 clusters Score -7498828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -7498835.500000 Penalty: 3556.309814
	Iteration 25Q: 3 clusters Score -7498836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -7498855.000000 Penalty: 3556.309814
	Iteration 26Q: 3 clusters Score -7498855 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -7498837.000000 Penalty: 3556.309814
	Iteration 27Q: 3 clusters Score -7498837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -7498814.000000 Penalty: 3556.309814
	Iteration 28Q: 3 clusters Score -7498814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -7498803.000000 Penalty: 3556.309814
	Iteration 29Q: 3 clusters Score -7498803 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -7498797.500000 Penalty: 3556.309814
	Iteration 30Q: 3 clusters Score -7498798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -7498801.000000 Penalty: 3556.309814
	Iteration 31Q: 3 clusters Score -7498801 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -7498787.000000 Penalty: 3556.309814
	Iteration 32Q: 3 clusters Score -7498787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -7498792.500000 Penalty: 3556.309814
	Iteration 33Q: 3 clusters Score -7498792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -7498783.500000 Penalty: 3556.309814
	Iteration 34Q: 3 clusters Score -7498784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -7498774.000000 Penalty: 3556.309814
	Iteration 35Q: 3 clusters Score -7498774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -7498756.500000 Penalty: 3556.309814
	Iteration 36Q: 3 clusters Score -7498756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -7498766.000000 Penalty: 3556.309814
	Iteration 37Q: 3 clusters Score -7498766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -7498746.000000 Penalty: 3556.309814
	Iteration 38Q: 3 clusters Score -7498746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -7498749.500000 Penalty: 3556.309814
	Iteration 39Q: 3 clusters Score -7498750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -7498729.500000 Penalty: 3556.309814
	Iteration 40F: 3 clusters Score -7498730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -7498733.500000 Penalty: 3556.309814
	Iteration 41Q: 3 clusters Score -7498734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7498726.500000 Penalty: 3556.309814
	Iteration 42Q: 3 clusters Score -7498726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -7498720.500000 Penalty: 3556.309814
	Iteration 43Q: 3 clusters Score -7498720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -7498727.000000 Penalty: 3556.309814
	Iteration 44Q: 3 clusters Score -7498727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -7498719.500000 Penalty: 3556.309814
	Iteration 45Q: 3 clusters Score -7498720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -7498718.500000 Penalty: 3556.309814
	Iteration 46Q: 3 clusters Score -7498718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7498705.500000 Penalty: 3556.309814
	Iteration 47Q: 3 clusters Score -7498706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -7498701.500000 Penalty: 3556.309814
	Iteration 48Q: 3 clusters Score -7498702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -7498699.000000 Penalty: 3556.309814
	Iteration 49Q: 3 clusters Score -7498699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7498699.000000 Penalty: 3556.309814
	Iteration 50Q: 3 clusters Score -7498699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -7498701.500000 Penalty: 3556.309814
	Iteration 51Q: 3 clusters Score -7498702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -7498695.500000 Penalty: 3556.309814
	Iteration 52Q: 3 clusters Score -7498696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -7498678.000000 Penalty: 3556.309814
	Iteration 53Q: 3 clusters Score -7498678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -7498676.500000 Penalty: 3556.309814
	Iteration 54Q: 3 clusters Score -7498676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -7498670.500000 Penalty: 3556.309814
	Iteration 55Q: 3 clusters Score -7498670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -7498666.000000 Penalty: 3556.309814
	Iteration 56Q: 3 clusters Score -7498666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -7498679.500000 Penalty: 3556.309814
	Iteration 57Q: 3 clusters Score -7498680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -7498667.000000 Penalty: 3556.309814
	Iteration 58Q: 3 clusters Score -7498667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7498659.500000 Penalty: 3556.309814
	Iteration 59Q: 3 clusters Score -7498660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -7498652.000000 Penalty: 3556.309814
	Iteration 60F: 3 clusters Score -7498652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -7498646.000000 Penalty: 3556.309814
	Iteration 61Q: 3 clusters Score -7498646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -7498629.000000 Penalty: 3556.309814
	Iteration 62Q: 3 clusters Score -7498629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -7498637.000000 Penalty: 3556.309814
	Iteration 63Q: 3 clusters Score -7498637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7498636.500000 Penalty: 3556.309814
	Iteration 64Q: 3 clusters Score -7498636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -7498638.500000 Penalty: 3556.309814
	Iteration 65Q: 3 clusters Score -7498638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7498634.000000 Penalty: 3556.309814
	Iteration 66Q: 3 clusters Score -7498634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -7498630.500000 Penalty: 3556.309814
	Iteration 67Q: 3 clusters Score -7498630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -7498640.000000 Penalty: 3556.309814
	Iteration 68Q: 3 clusters Score -7498640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7498622.500000 Penalty: 3556.309814
	Iteration 69Q: 3 clusters Score -7498622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -7498633.000000 Penalty: 3556.309814
	Iteration 70Q: 3 clusters Score -7498633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -7498652.000000 Penalty: 3556.309814
	Iteration 71Q: 3 clusters Score -7498652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -7498651.000000 Penalty: 3556.309814
	Iteration 72Q: 3 clusters Score -7498651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -7498653.000000 Penalty: 3556.309814
	Iteration 73Q: 3 clusters Score -7498653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -7498648.000000 Penalty: 3556.309814
	Iteration 74Q: 3 clusters Score -7498648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -7498645.500000 Penalty: 3556.309814
	Iteration 75Q: 3 clusters Score -7498646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -7498642.500000 Penalty: 3556.309814
	Iteration 76Q: 3 clusters Score -7498642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -7498635.000000 Penalty: 3556.309814
	Iteration 77Q: 3 clusters Score -7498635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -7498630.500000 Penalty: 3556.309814
	Iteration 78Q: 3 clusters Score -7498630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -7498621.000000 Penalty: 3556.309814
	Iteration 79Q: 3 clusters Score -7498621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -7498619.500000 Penalty: 3556.309814
	Iteration 80F: 3 clusters Score -7498620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -7498619.500000 Penalty: 3556.309814
	Iteration 81Q: 3 clusters Score -7498620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -7498622.000000 Penalty: 3556.309814
	Iteration 82Q: 3 clusters Score -7498622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7498620.500000 Penalty: 3556.309814
	Iteration 83Q: 3 clusters Score -7498620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7498621.000000 Penalty: 3556.309814
	Iteration 84Q: 3 clusters Score -7498621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7498621.000000 Penalty: 3556.309814
	Iteration 85F: 3 clusters Score -7498621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Entering Unmasked Estep 
Score: -1536076.375000 Penalty: 1525.941528
	Iteration 0F: 2 clusters Score -1536076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1527685.000000 Penalty: 3051.883057
	Iteration 0F: 3 clusters Score -1527685 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1530583.625000 Penalty: 3051.883057
	Iteration 1F: 3 clusters Score -1530584 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1531011.625000 Penalty: 3051.883057
	Iteration 2F: 3 clusters Score -1531012 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1531592.875000 Penalty: 3051.883057
	Iteration 3F: 3 clusters Score -1531593 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1532296.750000 Penalty: 3051.883057
	Iteration 4F: 3 clusters Score -1532297 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1533083.500000 Penalty: 3051.883057
	Iteration 5F: 3 clusters Score -1533084 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1533883.375000 Penalty: 3051.883057
	Iteration 6F: 3 clusters Score -1533883 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1534571.000000 Penalty: 3051.883057
	Iteration 7F: 3 clusters Score -1534571 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1535144.250000 Penalty: 3051.883057
	Iteration 8F: 3 clusters Score -1535144 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1535528.125000 Penalty: 3051.883057
	Iteration 9Q: 3 clusters Score -1535528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1535749.875000 Penalty: 3051.883057
	Iteration 10Q: 3 clusters Score -1535750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1535838.750000 Penalty: 3051.883057
	Iteration 11Q: 3 clusters Score -1535839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1535877.750000 Penalty: 3051.883057
	Iteration 12Q: 3 clusters Score -1535878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1535896.250000 Penalty: 3051.883057
	Iteration 13Q: 3 clusters Score -1535896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1535911.750000 Penalty: 3051.883057
	Iteration 14Q: 3 clusters Score -1535912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1535917.875000 Penalty: 3051.883057
	Iteration 15Q: 3 clusters Score -1535918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1535930.500000 Penalty: 3051.883057
	Iteration 16Q: 3 clusters Score -1535930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1535936.250000 Penalty: 3051.883057
	Iteration 17Q: 3 clusters Score -1535936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1535941.750000 Penalty: 3051.883057
	Iteration 18Q: 3 clusters Score -1535942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1535946.000000 Penalty: 3051.883057
	Iteration 19Q: 3 clusters Score -1535946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1535956.625000 Penalty: 3051.883057
	Iteration 20F: 3 clusters Score -1535957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1535961.625000 Penalty: 3051.883057
	Iteration 21Q: 3 clusters Score -1535962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1535969.375000 Penalty: 3051.883057
	Iteration 22Q: 3 clusters Score -1535969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1535972.625000 Penalty: 3051.883057
	Iteration 23Q: 3 clusters Score -1535973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1535973.500000 Penalty: 3051.883057
	Iteration 24Q: 3 clusters Score -1535974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1535973.500000 Penalty: 3051.883057
	Iteration 25Q: 3 clusters Score -1535974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1535973.250000 Penalty: 3051.883057
	Iteration 26Q: 3 clusters Score -1535973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1535973.875000 Penalty: 3051.883057
	Iteration 27Q: 3 clusters Score -1535974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1535973.875000 Penalty: 3051.883057
	Iteration 28F: 3 clusters Score -1535974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65845.742188 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65845.74 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66131.945312 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66131.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66251.304688 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66315.898438 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66346.507812 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66346.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66374.867188 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66374.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66386.179688 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66386.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66408.007812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66408.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66427.812500 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66427.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66467.804688 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66479.953125 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66479.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66486.046875 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66486.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66489.078125 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66489.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66490.257812 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66490.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66494.875000 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66494.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66494.875000 Penalty: 2075.735840
	Iteration 15F: 3 clusters Score -66494.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Entering Unmasked Estep 
Score: -6166950.500000 Penalty: 1745.024292
	Iteration 0F: 2 clusters Score -6166950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -6136701.500000 Penalty: 3490.048584
	Iteration 0F: 3 clusters Score -6136702 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6149379.500000 Penalty: 3490.048584
	Iteration 1F: 3 clusters Score -6149380 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6150266.000000 Penalty: 3490.048584
	Iteration 2Q: 3 clusters Score -6150266 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -6151430.000000 Penalty: 3490.048584
	Iteration 3F: 3 clusters Score -6151430 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -6153058.000000 Penalty: 3490.048584
	Iteration 4F: 3 clusters Score -6153058 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -6155388.500000 Penalty: 3490.048584
	Iteration 5F: 3 clusters Score -6155388 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6158236.500000 Penalty: 3490.048584
	Iteration 6F: 3 clusters Score -6158236 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6160730.500000 Penalty: 3490.048584
	Iteration 7F: 3 clusters Score -6160730 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -6162214.000000 Penalty: 3490.048584
	Iteration 8Q: 3 clusters Score -6162214 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6162884.500000 Penalty: 3490.048584
	Iteration 9Q: 3 clusters Score -6162884 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6163277.500000 Penalty: 3490.048584
	Iteration 10Q: 3 clusters Score -6163278 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -6163518.500000 Penalty: 3490.048584
	Iteration 11Q: 3 clusters Score -6163518 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -6163788.500000 Penalty: 3490.048584
	Iteration 12Q: 3 clusters Score -6163788 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -6163994.500000 Penalty: 3490.048584
	Iteration 13Q: 3 clusters Score -6163994 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -6164295.500000 Penalty: 3490.048584
	Iteration 14Q: 3 clusters Score -6164296 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6164496.500000 Penalty: 3490.048584
	Iteration 15Q: 3 clusters Score -6164496 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -6164664.500000 Penalty: 3490.048584
	Iteration 16Q: 3 clusters Score -6164664 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6164838.500000 Penalty: 3490.048584
	Iteration 17Q: 3 clusters Score -6164838 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -6164987.500000 Penalty: 3490.048584
	Iteration 18Q: 3 clusters Score -6164988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -6165118.000000 Penalty: 3490.048584
	Iteration 19Q: 3 clusters Score -6165118 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6165180.500000 Penalty: 3490.048584
	Iteration 20F: 3 clusters Score -6165180 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -6165257.000000 Penalty: 3490.048584
	Iteration 21Q: 3 clusters Score -6165257 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6165317.500000 Penalty: 3490.048584
	Iteration 22Q: 3 clusters Score -6165318 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6165370.000000 Penalty: 3490.048584
	Iteration 23Q: 3 clusters Score -6165370 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -6165428.500000 Penalty: 3490.048584
	Iteration 24Q: 3 clusters Score -6165428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6165454.500000 Penalty: 3490.048584
	Iteration 25Q: 3 clusters Score -6165454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6165458.500000 Penalty: 3490.048584
	Iteration 26Q: 3 clusters Score -6165458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -6165473.000000 Penalty: 3490.048584
	Iteration 27Q: 3 clusters Score -6165473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6165496.000000 Penalty: 3490.048584
	Iteration 28Q: 3 clusters Score -6165496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -6165502.000000 Penalty: 3490.048584
	Iteration 29Q: 3 clusters Score -6165502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6165511.000000 Penalty: 3490.048584
	Iteration 30Q: 3 clusters Score -6165511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6165526.000000 Penalty: 3490.048584
	Iteration 31Q: 3 clusters Score -6165526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6165537.500000 Penalty: 3490.048584
	Iteration 32Q: 3 clusters Score -6165538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -6165545.500000 Penalty: 3490.048584
	Iteration 33Q: 3 clusters Score -6165546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -6165556.000000 Penalty: 3490.048584
	Iteration 34Q: 3 clusters Score -6165556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -6165554.500000 Penalty: 3490.048584
	Iteration 35Q: 3 clusters Score -6165554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6165554.000000 Penalty: 3490.048584
	Iteration 36Q: 3 clusters Score -6165554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -6165554.500000 Penalty: 3490.048584
	Iteration 37Q: 3 clusters Score -6165554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6165558.500000 Penalty: 3490.048584
	Iteration 38Q: 3 clusters Score -6165558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6165556.500000 Penalty: 3490.048584
	Iteration 39Q: 3 clusters Score -6165556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6165562.500000 Penalty: 3490.048584
	Iteration 40F: 3 clusters Score -6165562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -6165562.000000 Penalty: 3490.048584
	Iteration 41Q: 3 clusters Score -6165562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6165563.000000 Penalty: 3490.048584
	Iteration 42Q: 3 clusters Score -6165563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -6165566.500000 Penalty: 3490.048584
	Iteration 43Q: 3 clusters Score -6165566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6165565.000000 Penalty: 3490.048584
	Iteration 44Q: 3 clusters Score -6165565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6165573.000000 Penalty: 3490.048584
	Iteration 45Q: 3 clusters Score -6165573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -6165574.000000 Penalty: 3490.048584
	Iteration 46Q: 3 clusters Score -6165574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6165580.500000 Penalty: 3490.048584
	Iteration 47Q: 3 clusters Score -6165580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6165583.500000 Penalty: 3490.048584
	Iteration 48Q: 3 clusters Score -6165584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6165582.500000 Penalty: 3490.048584
	Iteration 49Q: 3 clusters Score -6165582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6165582.500000 Penalty: 3490.048584
	Iteration 50F: 3 clusters Score -6165582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26639.181641 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26639.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26773.722656 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26773.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26820.068359 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26820.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26865.363281 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -26865.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26885.144531 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26885.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26902.330078 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26902.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26902.330078 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -26902.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50645.171875 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50645.17 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50964.089844 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -50964.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51097.632812 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51097.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51209.472656 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -51209.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51261.617188 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51261.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51282.332031 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51282.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51306.253906 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51306.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51321.636719 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51321.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51337.972656 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -51337.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51343.253906 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -51343.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51345.546875 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -51345.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51348.562500 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -51348.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51355.003906 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -51355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51368.492188 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -51368.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51374.238281 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -51374.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51380.375000 Penalty: 2049.539551
	Iteration 15Q: 3 clusters Score -51380.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51387.953125 Penalty: 2049.539551
	Iteration 16Q: 3 clusters Score -51387.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51388.593750 Penalty: 2049.539551
	Iteration 17Q: 3 clusters Score -51388.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51388.593750 Penalty: 2049.539551
	Iteration 18F: 3 clusters Score -51388.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -118314.710938 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -118314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116918.523438 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -116918.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117212.585938 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -117212.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117364.421875 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -117364.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117490.265625 Penalty: 2244.695312
	Iteration 3F: 3 clusters Score -117490.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117596.742188 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -117596.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117731.164062 Penalty: 2244.695312
	Iteration 5F: 3 clusters Score -117731.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117861.789062 Penalty: 2244.695312
	Iteration 6F: 3 clusters Score -117861.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117974.062500 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -117974.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118084.507812 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -118084.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118209.695312 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -118209.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118325.171875 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -118325.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118463.351562 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -118463.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118548.601562 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -118548.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118606.679688 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -118606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118670.945312 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -118670.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118730.953125 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -118731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118787.843750 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -118787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118831.078125 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -118831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118854.625000 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -118854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118874.796875 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -118874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118887.031250 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -118887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118889.523438 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -118889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118889.523438 Penalty: 2244.695312
	Iteration 22F: 3 clusters Score -118889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974104.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85974544.000000 to -85974104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2606013.750000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2606014 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2609829.500000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609830 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2610193.000000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610193 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2610557.750000 Penalty: 3148.096191
	Iteration 3F: 3 clusters Score -2610558 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2611096.500000 Penalty: 3148.096191
	Iteration 4F: 3 clusters Score -2611096 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2611833.000000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2611833 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2612617.750000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2612618 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2613251.250000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2613251 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2613718.500000 Penalty: 3148.096191
	Iteration 8F: 3 clusters Score -2613718 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2614023.750000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2614024 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2614227.750000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614228 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2614383.250000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614383 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2614485.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2614486 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2614572.500000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2614572 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2614647.500000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2614648 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2614716.750000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2614717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2614782.250000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2614782 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2614840.000000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2614840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2614910.000000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2614910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2614973.000000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2614973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2615021.250000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615021 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2615071.000000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615071 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2615121.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2615174.000000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2615211.500000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2615261.250000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615261 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2615317.250000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615317 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2615359.000000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615359 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2615403.000000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2615403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2615443.250000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2615443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2615486.000000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2615486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2615536.750000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2615537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2615566.250000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2615566 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2615600.500000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2615600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2615632.500000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2615632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2615643.250000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2615643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2615677.000000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2615677 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2615706.000000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2615706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2615730.500000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2615730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2615751.000000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2615751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2615766.500000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2615766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2615781.500000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2615782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2615798.750000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2615799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2615809.250000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2615809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2615820.250000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2615820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2615821.250000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2615821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2615818.500000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2615818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2615825.000000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2615825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2615831.250000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2615831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2615832.000000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2615832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2615833.750000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2615834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2615835.250000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2615835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2615842.250000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2615842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2615846.250000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2615846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2615846.750000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2615847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2615854.000000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2615854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2615863.750000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2615864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2615863.250000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2615863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2615868.500000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2615868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2615870.250000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2615870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2615866.750000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2615867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2615870.250000 Penalty: 3148.096191
	Iteration 61Q: 3 clusters Score -2615870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2615867.000000 Penalty: 3148.096191
	Iteration 62Q: 3 clusters Score -2615867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2615869.500000 Penalty: 3148.096191
	Iteration 63Q: 3 clusters Score -2615870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2615872.500000 Penalty: 3148.096191
	Iteration 64Q: 3 clusters Score -2615872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2615876.250000 Penalty: 3148.096191
	Iteration 65Q: 3 clusters Score -2615876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2615874.000000 Penalty: 3148.096191
	Iteration 66Q: 3 clusters Score -2615874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2615876.500000 Penalty: 3148.096191
	Iteration 67Q: 3 clusters Score -2615876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2615879.500000 Penalty: 3148.096191
	Iteration 68Q: 3 clusters Score -2615880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2615881.250000 Penalty: 3148.096191
	Iteration 69Q: 3 clusters Score -2615881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2615879.750000 Penalty: 3148.096191
	Iteration 70Q: 3 clusters Score -2615880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2615878.000000 Penalty: 3148.096191
	Iteration 71Q: 3 clusters Score -2615878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2615879.750000 Penalty: 3148.096191
	Iteration 72Q: 3 clusters Score -2615880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2615881.250000 Penalty: 3148.096191
	Iteration 73Q: 3 clusters Score -2615881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2615882.250000 Penalty: 3148.096191
	Iteration 74Q: 3 clusters Score -2615882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2615885.750000 Penalty: 3148.096191
	Iteration 75Q: 3 clusters Score -2615886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2615886.000000 Penalty: 3148.096191
	Iteration 76Q: 3 clusters Score -2615886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2615884.250000 Penalty: 3148.096191
	Iteration 77Q: 3 clusters Score -2615884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2615885.000000 Penalty: 3148.096191
	Iteration 78Q: 3 clusters Score -2615885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2615880.500000 Penalty: 3148.096191
	Iteration 79Q: 3 clusters Score -2615880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2615886.750000 Penalty: 3148.096191
	Iteration 80F: 3 clusters Score -2615887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2615892.500000 Penalty: 3148.096191
	Iteration 81Q: 3 clusters Score -2615892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2615886.750000 Penalty: 3148.096191
	Iteration 82Q: 3 clusters Score -2615887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2615887.250000 Penalty: 3148.096191
	Iteration 83Q: 3 clusters Score -2615887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2615888.000000 Penalty: 3148.096191
	Iteration 84Q: 3 clusters Score -2615888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2615888.000000 Penalty: 3148.096191
	Iteration 85F: 3 clusters Score -2615888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Entering Unmasked Estep 
Score: -6816647.500000 Penalty: 1761.667603
	Iteration 0F: 2 clusters Score -6816648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -6782638.000000 Penalty: 3523.335205
	Iteration 0F: 3 clusters Score -6782638 nChanged 23977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -6796487.000000 Penalty: 3523.335205
	Iteration 1F: 3 clusters Score -6796487 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6797256.000000 Penalty: 3523.335205
	Iteration 2Q: 3 clusters Score -6797256 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -6798452.500000 Penalty: 3523.335205
	Iteration 3F: 3 clusters Score -6798452 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -6800267.000000 Penalty: 3523.335205
	Iteration 4F: 3 clusters Score -6800267 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -6802819.000000 Penalty: 3523.335205
	Iteration 5F: 3 clusters Score -6802819 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -6806084.500000 Penalty: 3523.335205
	Iteration 6F: 3 clusters Score -6806084 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -6809128.000000 Penalty: 3523.335205
	Iteration 7F: 3 clusters Score -6809128 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -6811262.500000 Penalty: 3523.335205
	Iteration 8Q: 3 clusters Score -6811262 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -6812290.000000 Penalty: 3523.335205
	Iteration 9Q: 3 clusters Score -6812290 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6812824.000000 Penalty: 3523.335205
	Iteration 10Q: 3 clusters Score -6812824 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6813186.000000 Penalty: 3523.335205
	Iteration 11Q: 3 clusters Score -6813186 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6813483.500000 Penalty: 3523.335205
	Iteration 12Q: 3 clusters Score -6813484 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6813737.500000 Penalty: 3523.335205
	Iteration 13Q: 3 clusters Score -6813738 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6813979.000000 Penalty: 3523.335205
	Iteration 14Q: 3 clusters Score -6813979 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6814196.000000 Penalty: 3523.335205
	Iteration 15Q: 3 clusters Score -6814196 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6814408.000000 Penalty: 3523.335205
	Iteration 16Q: 3 clusters Score -6814408 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -6814596.000000 Penalty: 3523.335205
	Iteration 17Q: 3 clusters Score -6814596 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6814741.500000 Penalty: 3523.335205
	Iteration 18Q: 3 clusters Score -6814742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -6814831.500000 Penalty: 3523.335205
	Iteration 19Q: 3 clusters Score -6814832 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6814901.500000 Penalty: 3523.335205
	Iteration 20F: 3 clusters Score -6814902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6814974.500000 Penalty: 3523.335205
	Iteration 21Q: 3 clusters Score -6814974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6815018.000000 Penalty: 3523.335205
	Iteration 22Q: 3 clusters Score -6815018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -6815051.500000 Penalty: 3523.335205
	Iteration 23Q: 3 clusters Score -6815052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6815071.500000 Penalty: 3523.335205
	Iteration 24Q: 3 clusters Score -6815072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6815089.500000 Penalty: 3523.335205
	Iteration 25Q: 3 clusters Score -6815090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6815110.000000 Penalty: 3523.335205
	Iteration 26Q: 3 clusters Score -6815110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6815118.500000 Penalty: 3523.335205
	Iteration 27Q: 3 clusters Score -6815118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6815124.500000 Penalty: 3523.335205
	Iteration 28Q: 3 clusters Score -6815124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6815146.000000 Penalty: 3523.335205
	Iteration 29Q: 3 clusters Score -6815146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6815155.000000 Penalty: 3523.335205
	Iteration 30Q: 3 clusters Score -6815155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6815164.000000 Penalty: 3523.335205
	Iteration 31Q: 3 clusters Score -6815164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6815168.500000 Penalty: 3523.335205
	Iteration 32Q: 3 clusters Score -6815168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -6815182.000000 Penalty: 3523.335205
	Iteration 33Q: 3 clusters Score -6815182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6815190.000000 Penalty: 3523.335205
	Iteration 34Q: 3 clusters Score -6815190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6815192.000000 Penalty: 3523.335205
	Iteration 35Q: 3 clusters Score -6815192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6815193.500000 Penalty: 3523.335205
	Iteration 36Q: 3 clusters Score -6815194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6815197.000000 Penalty: 3523.335205
	Iteration 37Q: 3 clusters Score -6815197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -6815202.000000 Penalty: 3523.335205
	Iteration 38Q: 3 clusters Score -6815202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -6815200.000000 Penalty: 3523.335205
	Iteration 39Q: 3 clusters Score -6815200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6815203.000000 Penalty: 3523.335205
	Iteration 40F: 3 clusters Score -6815203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6815200.000000 Penalty: 3523.335205
	Iteration 41Q: 3 clusters Score -6815200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6815201.000000 Penalty: 3523.335205
	Iteration 42Q: 3 clusters Score -6815201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -6815202.000000 Penalty: 3523.335205
	Iteration 43Q: 3 clusters Score -6815202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -6815197.500000 Penalty: 3523.335205
	Iteration 44Q: 3 clusters Score -6815198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6815200.000000 Penalty: 3523.335205
	Iteration 45Q: 3 clusters Score -6815200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6815202.500000 Penalty: 3523.335205
	Iteration 46Q: 3 clusters Score -6815202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -6815207.000000 Penalty: 3523.335205
	Iteration 47Q: 3 clusters Score -6815207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6815209.500000 Penalty: 3523.335205
	Iteration 48Q: 3 clusters Score -6815210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6815216.500000 Penalty: 3523.335205
	Iteration 49Q: 3 clusters Score -6815216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6815216.500000 Penalty: 3523.335205
	Iteration 50Q: 3 clusters Score -6815216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6815225.500000 Penalty: 3523.335205
	Iteration 51Q: 3 clusters Score -6815226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6815227.000000 Penalty: 3523.335205
	Iteration 52Q: 3 clusters Score -6815227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6815230.500000 Penalty: 3523.335205
	Iteration 53Q: 3 clusters Score -6815230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6815234.000000 Penalty: 3523.335205
	Iteration 54Q: 3 clusters Score -6815234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6815237.500000 Penalty: 3523.335205
	Iteration 55Q: 3 clusters Score -6815238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6815241.000000 Penalty: 3523.335205
	Iteration 56Q: 3 clusters Score -6815241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6815242.000000 Penalty: 3523.335205
	Iteration 57Q: 3 clusters Score -6815242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6815245.000000 Penalty: 3523.335205
	Iteration 58Q: 3 clusters Score -6815245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6815245.000000 Penalty: 3523.335205
	Iteration 59F: 3 clusters Score -6815245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15997.170898 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15997.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16254.461914 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16254.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16346.551758 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16346.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16378.875977 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16378.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16421.242188 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16421.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16461.826172 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16461.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16480.343750 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16480.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16480.343750 Penalty: 1886.668823
	Iteration 7F: 3 clusters Score -16480.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23902.326172 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23902.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24024.537109 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24024.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24038.765625 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -24038.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24055.843750 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24055.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24060.632812 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24060.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24060.632812 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -24060.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -733979.750000 Penalty: 1402.227539
	Iteration 0F: 2 clusters Score -733979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -729566.500000 Penalty: 2804.455078
	Iteration 0F: 3 clusters Score -729566.5 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -730858.062500 Penalty: 2804.455078
	Iteration 1F: 3 clusters Score -730858.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -731095.687500 Penalty: 2804.455078
	Iteration 2F: 3 clusters Score -731095.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -731300.187500 Penalty: 2804.455078
	Iteration 3F: 3 clusters Score -731300.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -731479.437500 Penalty: 2804.455078
	Iteration 4F: 3 clusters Score -731479.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -731675.750000 Penalty: 2804.455078
	Iteration 5F: 3 clusters Score -731675.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -731894.250000 Penalty: 2804.455078
	Iteration 6F: 3 clusters Score -731894.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -732133.750000 Penalty: 2804.455078
	Iteration 7F: 3 clusters Score -732133.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -732365.750000 Penalty: 2804.455078
	Iteration 8F: 3 clusters Score -732365.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -732571.437500 Penalty: 2804.455078
	Iteration 9F: 3 clusters Score -732571.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -732768.000000 Penalty: 2804.455078
	Iteration 10Q: 3 clusters Score -732768 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -732919.375000 Penalty: 2804.455078
	Iteration 11Q: 3 clusters Score -732919.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -733007.687500 Penalty: 2804.455078
	Iteration 12Q: 3 clusters Score -733007.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -733044.375000 Penalty: 2804.455078
	Iteration 13Q: 3 clusters Score -733044.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -733065.312500 Penalty: 2804.455078
	Iteration 14Q: 3 clusters Score -733065.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -733075.937500 Penalty: 2804.455078
	Iteration 15Q: 3 clusters Score -733075.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -733086.687500 Penalty: 2804.455078
	Iteration 16Q: 3 clusters Score -733086.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -733102.562500 Penalty: 2804.455078
	Iteration 17Q: 3 clusters Score -733102.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -733113.687500 Penalty: 2804.455078
	Iteration 18Q: 3 clusters Score -733113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -733119.937500 Penalty: 2804.455078
	Iteration 19Q: 3 clusters Score -733119.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -733124.750000 Penalty: 2804.455078
	Iteration 20F: 3 clusters Score -733124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -733132.312500 Penalty: 2804.455078
	Iteration 21Q: 3 clusters Score -733132.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -733133.062500 Penalty: 2804.455078
	Iteration 22Q: 3 clusters Score -733133.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -733137.187500 Penalty: 2804.455078
	Iteration 23Q: 3 clusters Score -733137.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -733140.687500 Penalty: 2804.455078
	Iteration 24Q: 3 clusters Score -733140.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -733143.875000 Penalty: 2804.455078
	Iteration 25Q: 3 clusters Score -733143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -733145.875000 Penalty: 2804.455078
	Iteration 26Q: 3 clusters Score -733145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -733147.500000 Penalty: 2804.455078
	Iteration 27Q: 3 clusters Score -733147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -733147.125000 Penalty: 2804.455078
	Iteration 28Q: 3 clusters Score -733147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -733151.125000 Penalty: 2804.455078
	Iteration 29Q: 3 clusters Score -733151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -733153.062500 Penalty: 2804.455078
	Iteration 30Q: 3 clusters Score -733153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -733155.625000 Penalty: 2804.455078
	Iteration 31Q: 3 clusters Score -733155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -733156.125000 Penalty: 2804.455078
	Iteration 32Q: 3 clusters Score -733156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -733160.250000 Penalty: 2804.455078
	Iteration 33Q: 3 clusters Score -733160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -733160.312500 Penalty: 2804.455078
	Iteration 34Q: 3 clusters Score -733160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -733162.000000 Penalty: 2804.455078
	Iteration 35Q: 3 clusters Score -733162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -733161.187500 Penalty: 2804.455078
	Iteration 36Q: 3 clusters Score -733161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -733161.125000 Penalty: 2804.455078
	Iteration 37Q: 3 clusters Score -733161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -733161.125000 Penalty: 2804.455078
	Iteration 38F: 3 clusters Score -733161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -1258238.250000 Penalty: 1494.125366
	Iteration 0F: 2 clusters Score -1258238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1251306.500000 Penalty: 2988.250732
	Iteration 0F: 3 clusters Score -1251306 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1254009.375000 Penalty: 2988.250732
	Iteration 1F: 3 clusters Score -1254009 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1254622.625000 Penalty: 2988.250732
	Iteration 2F: 3 clusters Score -1254623 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1255227.750000 Penalty: 2988.250732
	Iteration 3F: 3 clusters Score -1255228 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1255731.000000 Penalty: 2988.250732
	Iteration 4F: 3 clusters Score -1255731 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1256134.750000 Penalty: 2988.250732
	Iteration 5F: 3 clusters Score -1256135 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1256396.000000 Penalty: 2988.250732
	Iteration 6Q: 3 clusters Score -1256396 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1256588.000000 Penalty: 2988.250732
	Iteration 7Q: 3 clusters Score -1256588 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1256725.125000 Penalty: 2988.250732
	Iteration 8Q: 3 clusters Score -1256725 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1256820.875000 Penalty: 2988.250732
	Iteration 9Q: 3 clusters Score -1256821 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1256899.250000 Penalty: 2988.250732
	Iteration 10Q: 3 clusters Score -1256899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1256956.750000 Penalty: 2988.250732
	Iteration 11Q: 3 clusters Score -1256957 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1257014.625000 Penalty: 2988.250732
	Iteration 12Q: 3 clusters Score -1257015 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1257053.125000 Penalty: 2988.250732
	Iteration 13Q: 3 clusters Score -1257053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1257092.000000 Penalty: 2988.250732
	Iteration 14Q: 3 clusters Score -1257092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1257124.000000 Penalty: 2988.250732
	Iteration 15Q: 3 clusters Score -1257124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1257165.125000 Penalty: 2988.250732
	Iteration 16Q: 3 clusters Score -1257165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1257190.500000 Penalty: 2988.250732
	Iteration 17Q: 3 clusters Score -1257190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1257209.875000 Penalty: 2988.250732
	Iteration 18Q: 3 clusters Score -1257210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1257227.000000 Penalty: 2988.250732
	Iteration 19Q: 3 clusters Score -1257227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1257233.375000 Penalty: 2988.250732
	Iteration 20F: 3 clusters Score -1257233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1257242.625000 Penalty: 2988.250732
	Iteration 21Q: 3 clusters Score -1257243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1257246.875000 Penalty: 2988.250732
	Iteration 22Q: 3 clusters Score -1257247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1257258.500000 Penalty: 2988.250732
	Iteration 23Q: 3 clusters Score -1257258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1257263.250000 Penalty: 2988.250732
	Iteration 24Q: 3 clusters Score -1257263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1257273.750000 Penalty: 2988.250732
	Iteration 25Q: 3 clusters Score -1257274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1257284.875000 Penalty: 2988.250732
	Iteration 26Q: 3 clusters Score -1257285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1257288.375000 Penalty: 2988.250732
	Iteration 27Q: 3 clusters Score -1257288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1257296.000000 Penalty: 2988.250732
	Iteration 28Q: 3 clusters Score -1257296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1257306.750000 Penalty: 2988.250732
	Iteration 29Q: 3 clusters Score -1257307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1257311.875000 Penalty: 2988.250732
	Iteration 30Q: 3 clusters Score -1257312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1257312.750000 Penalty: 2988.250732
	Iteration 31Q: 3 clusters Score -1257313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1257316.750000 Penalty: 2988.250732
	Iteration 32Q: 3 clusters Score -1257317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1257316.875000 Penalty: 2988.250732
	Iteration 33Q: 3 clusters Score -1257317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1257319.875000 Penalty: 2988.250732
	Iteration 34Q: 3 clusters Score -1257320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1257318.750000 Penalty: 2988.250732
	Iteration 35Q: 3 clusters Score -1257319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1257318.875000 Penalty: 2988.250732
	Iteration 36Q: 3 clusters Score -1257319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1257318.875000 Penalty: 2988.250732
	Iteration 37F: 3 clusters Score -1257319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Entering Unmasked Estep 
Score: -3160173.250000 Penalty: 1641.203247
	Iteration 0F: 2 clusters Score -3160173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3143680.000000 Penalty: 3282.406494
	Iteration 0F: 3 clusters Score -3143680 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3150092.500000 Penalty: 3282.406494
	Iteration 1F: 3 clusters Score -3150092 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3150614.250000 Penalty: 3282.406494
	Iteration 2F: 3 clusters Score -3150614 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3151162.000000 Penalty: 3282.406494
	Iteration 3Q: 3 clusters Score -3151162 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3151739.750000 Penalty: 3282.406494
	Iteration 4F: 3 clusters Score -3151740 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3152390.500000 Penalty: 3282.406494
	Iteration 5F: 3 clusters Score -3152390 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3153189.000000 Penalty: 3282.406494
	Iteration 6F: 3 clusters Score -3153189 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3154044.250000 Penalty: 3282.406494
	Iteration 7F: 3 clusters Score -3154044 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3154911.750000 Penalty: 3282.406494
	Iteration 8F: 3 clusters Score -3154912 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3155756.250000 Penalty: 3282.406494
	Iteration 9Q: 3 clusters Score -3155756 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3156425.500000 Penalty: 3282.406494
	Iteration 10Q: 3 clusters Score -3156426 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3156842.250000 Penalty: 3282.406494
	Iteration 11Q: 3 clusters Score -3156842 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3157133.500000 Penalty: 3282.406494
	Iteration 12Q: 3 clusters Score -3157134 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3157312.250000 Penalty: 3282.406494
	Iteration 13Q: 3 clusters Score -3157312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3157414.500000 Penalty: 3282.406494
	Iteration 14Q: 3 clusters Score -3157414 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3157506.000000 Penalty: 3282.406494
	Iteration 15Q: 3 clusters Score -3157506 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3157565.750000 Penalty: 3282.406494
	Iteration 16Q: 3 clusters Score -3157566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3157606.500000 Penalty: 3282.406494
	Iteration 17Q: 3 clusters Score -3157606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3157673.250000 Penalty: 3282.406494
	Iteration 18Q: 3 clusters Score -3157673 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3157703.500000 Penalty: 3282.406494
	Iteration 19Q: 3 clusters Score -3157704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3157733.750000 Penalty: 3282.406494
	Iteration 20F: 3 clusters Score -3157734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3157753.000000 Penalty: 3282.406494
	Iteration 21Q: 3 clusters Score -3157753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3157782.750000 Penalty: 3282.406494
	Iteration 22Q: 3 clusters Score -3157783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3157815.000000 Penalty: 3282.406494
	Iteration 23Q: 3 clusters Score -3157815 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3157827.000000 Penalty: 3282.406494
	Iteration 24Q: 3 clusters Score -3157827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3157854.250000 Penalty: 3282.406494
	Iteration 25Q: 3 clusters Score -3157854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3157864.250000 Penalty: 3282.406494
	Iteration 26Q: 3 clusters Score -3157864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3157891.250000 Penalty: 3282.406494
	Iteration 27Q: 3 clusters Score -3157891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3157894.250000 Penalty: 3282.406494
	Iteration 28Q: 3 clusters Score -3157894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3157905.250000 Penalty: 3282.406494
	Iteration 29Q: 3 clusters Score -3157905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3157926.750000 Penalty: 3282.406494
	Iteration 30Q: 3 clusters Score -3157927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3157927.250000 Penalty: 3282.406494
	Iteration 31Q: 3 clusters Score -3157927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3157932.750000 Penalty: 3282.406494
	Iteration 32Q: 3 clusters Score -3157933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3157943.250000 Penalty: 3282.406494
	Iteration 33Q: 3 clusters Score -3157943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3157948.500000 Penalty: 3282.406494
	Iteration 34Q: 3 clusters Score -3157948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3157955.000000 Penalty: 3282.406494
	Iteration 35Q: 3 clusters Score -3157955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3157968.000000 Penalty: 3282.406494
	Iteration 36Q: 3 clusters Score -3157968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3157971.500000 Penalty: 3282.406494
	Iteration 37Q: 3 clusters Score -3157972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3157986.250000 Penalty: 3282.406494
	Iteration 38Q: 3 clusters Score -3157986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3157988.500000 Penalty: 3282.406494
	Iteration 39Q: 3 clusters Score -3157988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3157995.250000 Penalty: 3282.406494
	Iteration 40F: 3 clusters Score -3157995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3158001.750000 Penalty: 3282.406494
	Iteration 41Q: 3 clusters Score -3158002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3158006.750000 Penalty: 3282.406494
	Iteration 42Q: 3 clusters Score -3158007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3158018.500000 Penalty: 3282.406494
	Iteration 43Q: 3 clusters Score -3158018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3158026.500000 Penalty: 3282.406494
	Iteration 44Q: 3 clusters Score -3158026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3158022.750000 Penalty: 3282.406494
	Iteration 45Q: 3 clusters Score -3158023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3158027.500000 Penalty: 3282.406494
	Iteration 46Q: 3 clusters Score -3158028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3158026.000000 Penalty: 3282.406494
	Iteration 47Q: 3 clusters Score -3158026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3158027.750000 Penalty: 3282.406494
	Iteration 48Q: 3 clusters Score -3158028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3158034.750000 Penalty: 3282.406494
	Iteration 49Q: 3 clusters Score -3158035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3158030.500000 Penalty: 3282.406494
	Iteration 50Q: 3 clusters Score -3158030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3158026.250000 Penalty: 3282.406494
	Iteration 51Q: 3 clusters Score -3158026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3158026.250000 Penalty: 3282.406494
	Iteration 52Q: 3 clusters Score -3158026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3158030.500000 Penalty: 3282.406494
	Iteration 53Q: 3 clusters Score -3158030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3158033.000000 Penalty: 3282.406494
	Iteration 54Q: 3 clusters Score -3158033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3158027.250000 Penalty: 3282.406494
	Iteration 55Q: 3 clusters Score -3158027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3158031.500000 Penalty: 3282.406494
	Iteration 56Q: 3 clusters Score -3158032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3158032.500000 Penalty: 3282.406494
	Iteration 57Q: 3 clusters Score -3158032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3158032.000000 Penalty: 3282.406494
	Iteration 58Q: 3 clusters Score -3158032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3158031.750000 Penalty: 3282.406494
	Iteration 59Q: 3 clusters Score -3158032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3158032.000000 Penalty: 3282.406494
	Iteration 60F: 3 clusters Score -3158032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3158031.500000 Penalty: 3282.406494
	Iteration 61Q: 3 clusters Score -3158032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3158026.500000 Penalty: 3282.406494
	Iteration 62Q: 3 clusters Score -3158026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3158026.500000 Penalty: 3282.406494
	Iteration 63Q: 3 clusters Score -3158026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3158031.000000 Penalty: 3282.406494
	Iteration 64Q: 3 clusters Score -3158031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3158031.250000 Penalty: 3282.406494
	Iteration 65Q: 3 clusters Score -3158031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3158027.000000 Penalty: 3282.406494
	Iteration 66Q: 3 clusters Score -3158027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3158026.750000 Penalty: 3282.406494
	Iteration 67Q: 3 clusters Score -3158027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3158030.500000 Penalty: 3282.406494
	Iteration 68Q: 3 clusters Score -3158030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3158033.750000 Penalty: 3282.406494
	Iteration 69Q: 3 clusters Score -3158034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3158039.000000 Penalty: 3282.406494
	Iteration 70Q: 3 clusters Score -3158039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3158034.500000 Penalty: 3282.406494
	Iteration 71Q: 3 clusters Score -3158034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3158038.000000 Penalty: 3282.406494
	Iteration 72Q: 3 clusters Score -3158038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3158035.500000 Penalty: 3282.406494
	Iteration 73Q: 3 clusters Score -3158036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3158034.750000 Penalty: 3282.406494
	Iteration 74Q: 3 clusters Score -3158035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3158036.250000 Penalty: 3282.406494
	Iteration 75Q: 3 clusters Score -3158036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3158037.000000 Penalty: 3282.406494
	Iteration 76Q: 3 clusters Score -3158037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3158033.750000 Penalty: 3282.406494
	Iteration 77Q: 3 clusters Score -3158034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3158031.500000 Penalty: 3282.406494
	Iteration 78Q: 3 clusters Score -3158032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3158033.750000 Penalty: 3282.406494
	Iteration 79Q: 3 clusters Score -3158034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3158033.250000 Penalty: 3282.406494
	Iteration 80F: 3 clusters Score -3158033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3158032.500000 Penalty: 3282.406494
	Iteration 81Q: 3 clusters Score -3158032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3158033.750000 Penalty: 3282.406494
	Iteration 82Q: 3 clusters Score -3158034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3158033.750000 Penalty: 3282.406494
	Iteration 83F: 3 clusters Score -3158034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -437854.437500 Penalty: 1325.012817
	Iteration 0F: 2 clusters Score -437854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -434852.125000 Penalty: 2650.025635
	Iteration 0F: 3 clusters Score -434852.1 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -435695.687500 Penalty: 2650.025635
	Iteration 1F: 3 clusters Score -435695.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -435963.500000 Penalty: 2650.025635
	Iteration 2F: 3 clusters Score -435963.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -436161.281250 Penalty: 2650.025635
	Iteration 3F: 3 clusters Score -436161.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -436299.781250 Penalty: 2650.025635
	Iteration 4F: 3 clusters Score -436299.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -436425.531250 Penalty: 2650.025635
	Iteration 5Q: 3 clusters Score -436425.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -436530.750000 Penalty: 2650.025635
	Iteration 6Q: 3 clusters Score -436530.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -436625.218750 Penalty: 2650.025635
	Iteration 7Q: 3 clusters Score -436625.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -436721.937500 Penalty: 2650.025635
	Iteration 8Q: 3 clusters Score -436721.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -436831.468750 Penalty: 2650.025635
	Iteration 9Q: 3 clusters Score -436831.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -436949.593750 Penalty: 2650.025635
	Iteration 10Q: 3 clusters Score -436949.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -437112.906250 Penalty: 2650.025635
	Iteration 11Q: 3 clusters Score -437112.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -437263.781250 Penalty: 2650.025635
	Iteration 12Q: 3 clusters Score -437263.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -437346.625000 Penalty: 2650.025635
	Iteration 13Q: 3 clusters Score -437346.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -437377.906250 Penalty: 2650.025635
	Iteration 14Q: 3 clusters Score -437377.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -437399.718750 Penalty: 2650.025635
	Iteration 15Q: 3 clusters Score -437399.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -437418.656250 Penalty: 2650.025635
	Iteration 16Q: 3 clusters Score -437418.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -437429.875000 Penalty: 2650.025635
	Iteration 17Q: 3 clusters Score -437429.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -437444.875000 Penalty: 2650.025635
	Iteration 18Q: 3 clusters Score -437444.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -437462.406250 Penalty: 2650.025635
	Iteration 19Q: 3 clusters Score -437462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -437477.750000 Penalty: 2650.025635
	Iteration 20F: 3 clusters Score -437477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -437489.562500 Penalty: 2650.025635
	Iteration 21Q: 3 clusters Score -437489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -437507.625000 Penalty: 2650.025635
	Iteration 22Q: 3 clusters Score -437507.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -437525.281250 Penalty: 2650.025635
	Iteration 23Q: 3 clusters Score -437525.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -437533.906250 Penalty: 2650.025635
	Iteration 24Q: 3 clusters Score -437533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -437542.250000 Penalty: 2650.025635
	Iteration 25Q: 3 clusters Score -437542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -437546.000000 Penalty: 2650.025635
	Iteration 26Q: 3 clusters Score -437546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -437550.406250 Penalty: 2650.025635
	Iteration 27Q: 3 clusters Score -437550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437551.093750 Penalty: 2650.025635
	Iteration 28Q: 3 clusters Score -437551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -437552.437500 Penalty: 2650.025635
	Iteration 29Q: 3 clusters Score -437552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -437552.437500 Penalty: 2650.025635
	Iteration 30F: 3 clusters Score -437552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41951.894531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41951.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41090.328125 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41090.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41249.671875 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41249.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41328.910156 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41328.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41383.058594 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -41383.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41399.886719 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41399.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41416.402344 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41417.277344 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41417.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41425.042969 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41425.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41430.136719 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41430.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -41431.683594 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41431.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -41433.531250 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -41433.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -41433.531250 Penalty: 1927.116455
	Iteration 11F: 3 clusters Score -41433.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (55331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Entering Unmasked Estep 
Score: -7445411.500000 Penalty: 1774.676880
	Iteration 0F: 2 clusters Score -7445412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7409936.500000 Penalty: 3549.353760
	Iteration 0F: 3 clusters Score -7409936 nChanged 26123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -7424598.000000 Penalty: 3549.353760
	Iteration 1F: 3 clusters Score -7424598 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -7425055.000000 Penalty: 3549.353760
	Iteration 2Q: 3 clusters Score -7425055 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -7425659.000000 Penalty: 3549.353760
	Iteration 3Q: 3 clusters Score -7425659 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7426308.000000 Penalty: 3549.353760
	Iteration 4Q: 3 clusters Score -7426308 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -7427164.500000 Penalty: 3549.353760
	Iteration 5Q: 3 clusters Score -7427164 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -7428503.000000 Penalty: 3549.353760
	Iteration 6Q: 3 clusters Score -7428503 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -7430488.500000 Penalty: 3549.353760
	Iteration 7F: 3 clusters Score -7430488 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -7433149.000000 Penalty: 3549.353760
	Iteration 8F: 3 clusters Score -7433149 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -7435920.500000 Penalty: 3549.353760
	Iteration 9F: 3 clusters Score -7435920 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -7437593.000000 Penalty: 3549.353760
	Iteration 10F: 3 clusters Score -7437593 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -7438255.000000 Penalty: 3549.353760
	Iteration 11Q: 3 clusters Score -7438255 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7438566.000000 Penalty: 3549.353760
	Iteration 12Q: 3 clusters Score -7438566 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7438779.500000 Penalty: 3549.353760
	Iteration 13Q: 3 clusters Score -7438780 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -7438949.000000 Penalty: 3549.353760
	Iteration 14Q: 3 clusters Score -7438949 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7439085.500000 Penalty: 3549.353760
	Iteration 15Q: 3 clusters Score -7439086 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7439294.500000 Penalty: 3549.353760
	Iteration 16Q: 3 clusters Score -7439294 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -7439426.500000 Penalty: 3549.353760
	Iteration 17Q: 3 clusters Score -7439426 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7439610.000000 Penalty: 3549.353760
	Iteration 18Q: 3 clusters Score -7439610 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -7439721.000000 Penalty: 3549.353760
	Iteration 19Q: 3 clusters Score -7439721 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -7439867.500000 Penalty: 3549.353760
	Iteration 20F: 3 clusters Score -7439868 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -7439991.500000 Penalty: 3549.353760
	Iteration 21Q: 3 clusters Score -7439992 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -7440147.000000 Penalty: 3549.353760
	Iteration 22Q: 3 clusters Score -7440147 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -7440274.000000 Penalty: 3549.353760
	Iteration 23Q: 3 clusters Score -7440274 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -7440391.500000 Penalty: 3549.353760
	Iteration 24Q: 3 clusters Score -7440392 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -7440549.500000 Penalty: 3549.353760
	Iteration 25Q: 3 clusters Score -7440550 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -7440719.000000 Penalty: 3549.353760
	Iteration 26Q: 3 clusters Score -7440719 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -7440889.000000 Penalty: 3549.353760
	Iteration 27Q: 3 clusters Score -7440889 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -7441100.500000 Penalty: 3549.353760
	Iteration 28Q: 3 clusters Score -7441100 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -7441299.000000 Penalty: 3549.353760
	Iteration 29Q: 3 clusters Score -7441299 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -7441509.500000 Penalty: 3549.353760
	Iteration 30Q: 3 clusters Score -7441510 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -7441750.500000 Penalty: 3549.353760
	Iteration 31Q: 3 clusters Score -7441750 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -7442009.000000 Penalty: 3549.353760
	Iteration 32Q: 3 clusters Score -7442009 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -7442316.500000 Penalty: 3549.353760
	Iteration 33Q: 3 clusters Score -7442316 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -7442491.000000 Penalty: 3549.353760
	Iteration 34Q: 3 clusters Score -7442491 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7442682.500000 Penalty: 3549.353760
	Iteration 35Q: 3 clusters Score -7442682 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7442801.500000 Penalty: 3549.353760
	Iteration 36Q: 3 clusters Score -7442802 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7442918.000000 Penalty: 3549.353760
	Iteration 37Q: 3 clusters Score -7442918 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7443069.500000 Penalty: 3549.353760
	Iteration 38Q: 3 clusters Score -7443070 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -7443155.000000 Penalty: 3549.353760
	Iteration 39Q: 3 clusters Score -7443155 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -7443243.000000 Penalty: 3549.353760
	Iteration 40F: 3 clusters Score -7443243 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7443315.500000 Penalty: 3549.353760
	Iteration 41Q: 3 clusters Score -7443316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7443397.000000 Penalty: 3549.353760
	Iteration 42Q: 3 clusters Score -7443397 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7443423.500000 Penalty: 3549.353760
	Iteration 43Q: 3 clusters Score -7443424 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7443469.500000 Penalty: 3549.353760
	Iteration 44Q: 3 clusters Score -7443470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7443540.500000 Penalty: 3549.353760
	Iteration 45Q: 3 clusters Score -7443540 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7443579.500000 Penalty: 3549.353760
	Iteration 46Q: 3 clusters Score -7443580 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7443624.500000 Penalty: 3549.353760
	Iteration 47Q: 3 clusters Score -7443624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7443645.500000 Penalty: 3549.353760
	Iteration 48Q: 3 clusters Score -7443646 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7443664.000000 Penalty: 3549.353760
	Iteration 49Q: 3 clusters Score -7443664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7443668.000000 Penalty: 3549.353760
	Iteration 50Q: 3 clusters Score -7443668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7443689.000000 Penalty: 3549.353760
	Iteration 51Q: 3 clusters Score -7443689 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7443705.000000 Penalty: 3549.353760
	Iteration 52Q: 3 clusters Score -7443705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7443723.500000 Penalty: 3549.353760
	Iteration 53Q: 3 clusters Score -7443724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7443717.000000 Penalty: 3549.353760
	Iteration 54Q: 3 clusters Score -7443717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7443726.500000 Penalty: 3549.353760
	Iteration 55Q: 3 clusters Score -7443726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7443726.500000 Penalty: 3549.353760
	Iteration 56Q: 3 clusters Score -7443726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7443735.000000 Penalty: 3549.353760
	Iteration 57Q: 3 clusters Score -7443735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7443738.500000 Penalty: 3549.353760
	Iteration 58Q: 3 clusters Score -7443738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7443758.500000 Penalty: 3549.353760
	Iteration 59Q: 3 clusters Score -7443758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7443776.000000 Penalty: 3549.353760
	Iteration 60F: 3 clusters Score -7443776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7443783.500000 Penalty: 3549.353760
	Iteration 61Q: 3 clusters Score -7443784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7443797.000000 Penalty: 3549.353760
	Iteration 62Q: 3 clusters Score -7443797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7443797.500000 Penalty: 3549.353760
	Iteration 63Q: 3 clusters Score -7443798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7443796.500000 Penalty: 3549.353760
	Iteration 64Q: 3 clusters Score -7443796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7443831.000000 Penalty: 3549.353760
	Iteration 65Q: 3 clusters Score -7443831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7443845.000000 Penalty: 3549.353760
	Iteration 66Q: 3 clusters Score -7443845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7443851.500000 Penalty: 3549.353760
	Iteration 67Q: 3 clusters Score -7443852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7443849.500000 Penalty: 3549.353760
	Iteration 68Q: 3 clusters Score -7443850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7443838.000000 Penalty: 3549.353760
	Iteration 69Q: 3 clusters Score -7443838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7443840.000000 Penalty: 3549.353760
	Iteration 70Q: 3 clusters Score -7443840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7443847.000000 Penalty: 3549.353760
	Iteration 71Q: 3 clusters Score -7443847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7443840.000000 Penalty: 3549.353760
	Iteration 72Q: 3 clusters Score -7443840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7443845.000000 Penalty: 3549.353760
	Iteration 73Q: 3 clusters Score -7443845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7443852.500000 Penalty: 3549.353760
	Iteration 74Q: 3 clusters Score -7443852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7443851.000000 Penalty: 3549.353760
	Iteration 75Q: 3 clusters Score -7443851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7443853.500000 Penalty: 3549.353760
	Iteration 76Q: 3 clusters Score -7443854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7443849.500000 Penalty: 3549.353760
	Iteration 77Q: 3 clusters Score -7443850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7443852.000000 Penalty: 3549.353760
	Iteration 78Q: 3 clusters Score -7443852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7443860.000000 Penalty: 3549.353760
	Iteration 79Q: 3 clusters Score -7443860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7443870.500000 Penalty: 3549.353760
	Iteration 80F: 3 clusters Score -7443870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7443884.500000 Penalty: 3549.353760
	Iteration 81Q: 3 clusters Score -7443884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7443892.000000 Penalty: 3549.353760
	Iteration 82Q: 3 clusters Score -7443892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7443889.000000 Penalty: 3549.353760
	Iteration 83Q: 3 clusters Score -7443889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7443890.000000 Penalty: 3549.353760
	Iteration 84Q: 3 clusters Score -7443890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7443889.500000 Penalty: 3549.353760
	Iteration 85Q: 3 clusters Score -7443890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7443892.500000 Penalty: 3549.353760
	Iteration 86Q: 3 clusters Score -7443892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7443890.500000 Penalty: 3549.353760
	Iteration 87Q: 3 clusters Score -7443890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7443889.500000 Penalty: 3549.353760
	Iteration 88Q: 3 clusters Score -7443890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7443892.000000 Penalty: 3549.353760
	Iteration 89Q: 3 clusters Score -7443892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7443894.500000 Penalty: 3549.353760
	Iteration 90Q: 3 clusters Score -7443894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7443897.000000 Penalty: 3549.353760
	Iteration 91Q: 3 clusters Score -7443897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7443889.000000 Penalty: 3549.353760
	Iteration 92Q: 3 clusters Score -7443889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7443895.500000 Penalty: 3549.353760
	Iteration 93Q: 3 clusters Score -7443896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7443896.000000 Penalty: 3549.353760
	Iteration 94Q: 3 clusters Score -7443896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7443899.000000 Penalty: 3549.353760
	Iteration 95Q: 3 clusters Score -7443899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7443900.500000 Penalty: 3549.353760
	Iteration 96Q: 3 clusters Score -7443900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7443902.000000 Penalty: 3549.353760
	Iteration 97Q: 3 clusters Score -7443902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7443907.500000 Penalty: 3549.353760
	Iteration 98Q: 3 clusters Score -7443908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7443913.000000 Penalty: 3549.353760
	Iteration 99Q: 3 clusters Score -7443913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7443916.000000 Penalty: 3549.353760
	Iteration 100F: 3 clusters Score -7443916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7443916.000000 Penalty: 3549.353760
	Iteration 101Q: 3 clusters Score -7443916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7443910.500000 Penalty: 3549.353760
	Iteration 102Q: 3 clusters Score -7443910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7443911.000000 Penalty: 3549.353760
	Iteration 103Q: 3 clusters Score -7443911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7443920.500000 Penalty: 3549.353760
	Iteration 104Q: 3 clusters Score -7443920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7443919.000000 Penalty: 3549.353760
	Iteration 105Q: 3 clusters Score -7443919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7443924.000000 Penalty: 3549.353760
	Iteration 106Q: 3 clusters Score -7443924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7443919.000000 Penalty: 3549.353760
	Iteration 107Q: 3 clusters Score -7443919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7443923.500000 Penalty: 3549.353760
	Iteration 108Q: 3 clusters Score -7443924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7443921.500000 Penalty: 3549.353760
	Iteration 109Q: 3 clusters Score -7443922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7443915.000000 Penalty: 3549.353760
	Iteration 110Q: 3 clusters Score -7443915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7443916.500000 Penalty: 3549.353760
	Iteration 111Q: 3 clusters Score -7443916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7443917.500000 Penalty: 3549.353760
	Iteration 112Q: 3 clusters Score -7443918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7443922.000000 Penalty: 3549.353760
	Iteration 113Q: 3 clusters Score -7443922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7443921.000000 Penalty: 3549.353760
	Iteration 114Q: 3 clusters Score -7443921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7443922.500000 Penalty: 3549.353760
	Iteration 115Q: 3 clusters Score -7443922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7443923.500000 Penalty: 3549.353760
	Iteration 116Q: 3 clusters Score -7443924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7443921.500000 Penalty: 3549.353760
	Iteration 117Q: 3 clusters Score -7443922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7443920.000000 Penalty: 3549.353760
	Iteration 118Q: 3 clusters Score -7443920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7443927.500000 Penalty: 3549.353760
	Iteration 119Q: 3 clusters Score -7443928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7443930.000000 Penalty: 3549.353760
	Iteration 120F: 3 clusters Score -7443930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7443928.500000 Penalty: 3549.353760
	Iteration 121Q: 3 clusters Score -7443928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7443928.500000 Penalty: 3549.353760
	Iteration 122Q: 3 clusters Score -7443928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7443929.500000 Penalty: 3549.353760
	Iteration 123Q: 3 clusters Score -7443930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7443924.000000 Penalty: 3549.353760
	Iteration 124Q: 3 clusters Score -7443924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7443931.500000 Penalty: 3549.353760
	Iteration 125Q: 3 clusters Score -7443932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7443927.500000 Penalty: 3549.353760
	Iteration 126Q: 3 clusters Score -7443928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7443926.000000 Penalty: 3549.353760
	Iteration 127Q: 3 clusters Score -7443926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7443922.500000 Penalty: 3549.353760
	Iteration 128Q: 3 clusters Score -7443922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7443925.500000 Penalty: 3549.353760
	Iteration 129Q: 3 clusters Score -7443926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7443924.000000 Penalty: 3549.353760
	Iteration 130Q: 3 clusters Score -7443924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7443922.000000 Penalty: 3549.353760
	Iteration 131Q: 3 clusters Score -7443922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7443922.000000 Penalty: 3549.353760
	Iteration 132F: 3 clusters Score -7443922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22566.218750 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22566.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22673.607422 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22673.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22694.412109 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -22694.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22714.277344 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22714.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22715.992188 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22715.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22719.814453 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22719.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22723.689453 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22723.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22724.919922 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22724.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22724.919922 Penalty: 1798.351562
	Iteration 8F: 3 clusters Score -22724.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38267.968750 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38267.97 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38534.800781 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38534.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38726.011719 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38726.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38832.714844 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -38832.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38889.488281 Penalty: 1988.381592
	Iteration 4F: 3 clusters Score -38889.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38935.035156 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38935.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39025.402344 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -39025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39055.519531 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -39055.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39092.699219 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -39092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39122.566406 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -39122.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39140.835938 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -39140.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39147.417969 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -39147.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39147.417969 Penalty: 1988.381592
	Iteration 12F: 3 clusters Score -39147.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223404.531250 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223404.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -223742.046875 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -223816.656250 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223816.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -223857.328125 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223857.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -223883.656250 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223883.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -223911.515625 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223911.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223944.703125 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -223944.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -223971.656250 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -223971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223992.828125 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -223992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -224005.187500 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -224005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -224022.921875 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -224022.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -224030.125000 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -224030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -224038.453125 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -224038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -224042.281250 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -224042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -224047.093750 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -224047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -224050.500000 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -224050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -224052.453125 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -224052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -224054.000000 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -224054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224056.390625 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -224056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -224058.031250 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -224058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224060.406250 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -224060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224062.656250 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -224062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224064.984375 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -224065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -224067.046875 Penalty: 2354.374023
	Iteration 23Q: 3 clusters Score -224067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224074.046875 Penalty: 2354.374023
	Iteration 24Q: 3 clusters Score -224074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -224077.625000 Penalty: 2354.374023
	Iteration 25Q: 3 clusters Score -224077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -224080.078125 Penalty: 2354.374023
	Iteration 26Q: 3 clusters Score -224080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -224080.078125 Penalty: 2354.374023
	Iteration 27F: 3 clusters Score -224080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15585.400391 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15585.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15753.202148 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15820.279297 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -15820.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15842.353516 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -15842.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15852.865234 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -15852.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15856.605469 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -15856.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15860.047852 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -15860.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15860.047852 Penalty: 1813.412231
	Iteration 7F: 3 clusters Score -15860.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111279.328125 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111279.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111571.625000 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111571.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111700.976562 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111774.734375 Penalty: 2171.277832
	Iteration 3F: 3 clusters Score -111774.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111825.812500 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111825.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111860.132812 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111895.968750 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111922.492188 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111922.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111949.304688 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111949.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111983.195312 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111997.156250 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112008.507812 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -112008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112016.882812 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -112016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112028.546875 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -112028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112033.640625 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -112033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112040.585938 Penalty: 2171.277832
	Iteration 15Q: 3 clusters Score -112040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112044.312500 Penalty: 2171.277832
	Iteration 16Q: 3 clusters Score -112044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112050.546875 Penalty: 2171.277832
	Iteration 17Q: 3 clusters Score -112050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112050.546875 Penalty: 2171.277832
	Iteration 18F: 3 clusters Score -112050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Entering Unmasked Estep 
Score: -7443359.000000 Penalty: 1776.112549
	Iteration 0F: 2 clusters Score -7443359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -7408491.500000 Penalty: 3552.225098
	Iteration 0F: 3 clusters Score -7408492 nChanged 26127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7423679.500000 Penalty: 3552.225098
	Iteration 1F: 3 clusters Score -7423680 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7424461.000000 Penalty: 3552.225098
	Iteration 2Q: 3 clusters Score -7424461 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -7425389.000000 Penalty: 3552.225098
	Iteration 3Q: 3 clusters Score -7425389 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7426391.000000 Penalty: 3552.225098
	Iteration 4Q: 3 clusters Score -7426391 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7427576.500000 Penalty: 3552.225098
	Iteration 5Q: 3 clusters Score -7427576 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -7429040.500000 Penalty: 3552.225098
	Iteration 6F: 3 clusters Score -7429040 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7430848.500000 Penalty: 3552.225098
	Iteration 7F: 3 clusters Score -7430848 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -7432889.500000 Penalty: 3552.225098
	Iteration 8F: 3 clusters Score -7432890 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7434644.000000 Penalty: 3552.225098
	Iteration 9F: 3 clusters Score -7434644 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7435734.500000 Penalty: 3552.225098
	Iteration 10Q: 3 clusters Score -7435734 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -7436219.000000 Penalty: 3552.225098
	Iteration 11Q: 3 clusters Score -7436219 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -7436530.500000 Penalty: 3552.225098
	Iteration 12Q: 3 clusters Score -7436530 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -7436725.500000 Penalty: 3552.225098
	Iteration 13Q: 3 clusters Score -7436726 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -7436874.500000 Penalty: 3552.225098
	Iteration 14Q: 3 clusters Score -7436874 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7437013.000000 Penalty: 3552.225098
	Iteration 15Q: 3 clusters Score -7437013 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -7437128.500000 Penalty: 3552.225098
	Iteration 16Q: 3 clusters Score -7437128 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -7437217.500000 Penalty: 3552.225098
	Iteration 17Q: 3 clusters Score -7437218 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7437376.500000 Penalty: 3552.225098
	Iteration 18Q: 3 clusters Score -7437376 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -7437536.000000 Penalty: 3552.225098
	Iteration 19Q: 3 clusters Score -7437536 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -7437660.000000 Penalty: 3552.225098
	Iteration 20F: 3 clusters Score -7437660 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7437807.500000 Penalty: 3552.225098
	Iteration 21Q: 3 clusters Score -7437808 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -7437949.500000 Penalty: 3552.225098
	Iteration 22Q: 3 clusters Score -7437950 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7438064.500000 Penalty: 3552.225098
	Iteration 23Q: 3 clusters Score -7438064 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7438262.000000 Penalty: 3552.225098
	Iteration 24Q: 3 clusters Score -7438262 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -7438384.000000 Penalty: 3552.225098
	Iteration 25Q: 3 clusters Score -7438384 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -7438453.500000 Penalty: 3552.225098
	Iteration 26Q: 3 clusters Score -7438454 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7438552.500000 Penalty: 3552.225098
	Iteration 27Q: 3 clusters Score -7438552 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -7438654.500000 Penalty: 3552.225098
	Iteration 28Q: 3 clusters Score -7438654 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7438726.500000 Penalty: 3552.225098
	Iteration 29Q: 3 clusters Score -7438726 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -7438743.000000 Penalty: 3552.225098
	Iteration 30Q: 3 clusters Score -7438743 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7438746.000000 Penalty: 3552.225098
	Iteration 31Q: 3 clusters Score -7438746 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7438800.000000 Penalty: 3552.225098
	Iteration 32Q: 3 clusters Score -7438800 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7438857.500000 Penalty: 3552.225098
	Iteration 33Q: 3 clusters Score -7438858 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7438857.000000 Penalty: 3552.225098
	Iteration 34Q: 3 clusters Score -7438857 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7438897.000000 Penalty: 3552.225098
	Iteration 35Q: 3 clusters Score -7438897 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -7438941.000000 Penalty: 3552.225098
	Iteration 36Q: 3 clusters Score -7438941 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7438946.500000 Penalty: 3552.225098
	Iteration 37Q: 3 clusters Score -7438946 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -7438962.000000 Penalty: 3552.225098
	Iteration 38Q: 3 clusters Score -7438962 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7439016.500000 Penalty: 3552.225098
	Iteration 39Q: 3 clusters Score -7439016 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7439035.000000 Penalty: 3552.225098
	Iteration 40F: 3 clusters Score -7439035 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -7439058.500000 Penalty: 3552.225098
	Iteration 41Q: 3 clusters Score -7439058 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7439086.000000 Penalty: 3552.225098
	Iteration 42Q: 3 clusters Score -7439086 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -7439119.000000 Penalty: 3552.225098
	Iteration 43Q: 3 clusters Score -7439119 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7439164.000000 Penalty: 3552.225098
	Iteration 44Q: 3 clusters Score -7439164 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7439211.000000 Penalty: 3552.225098
	Iteration 45Q: 3 clusters Score -7439211 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7439281.000000 Penalty: 3552.225098
	Iteration 46Q: 3 clusters Score -7439281 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7439341.500000 Penalty: 3552.225098
	Iteration 47Q: 3 clusters Score -7439342 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7439435.500000 Penalty: 3552.225098
	Iteration 48Q: 3 clusters Score -7439436 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -7439528.500000 Penalty: 3552.225098
	Iteration 49Q: 3 clusters Score -7439528 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -7439587.500000 Penalty: 3552.225098
	Iteration 50Q: 3 clusters Score -7439588 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7439644.500000 Penalty: 3552.225098
	Iteration 51Q: 3 clusters Score -7439644 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -7439710.000000 Penalty: 3552.225098
	Iteration 52Q: 3 clusters Score -7439710 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -7439738.500000 Penalty: 3552.225098
	Iteration 53Q: 3 clusters Score -7439738 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -7439772.000000 Penalty: 3552.225098
	Iteration 54Q: 3 clusters Score -7439772 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -7439798.000000 Penalty: 3552.225098
	Iteration 55Q: 3 clusters Score -7439798 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -7439799.500000 Penalty: 3552.225098
	Iteration 56Q: 3 clusters Score -7439800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -7439840.000000 Penalty: 3552.225098
	Iteration 57Q: 3 clusters Score -7439840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -7439854.500000 Penalty: 3552.225098
	Iteration 58Q: 3 clusters Score -7439854 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -7439902.500000 Penalty: 3552.225098
	Iteration 59Q: 3 clusters Score -7439902 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -7439911.500000 Penalty: 3552.225098
	Iteration 60F: 3 clusters Score -7439912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -7439931.000000 Penalty: 3552.225098
	Iteration 61Q: 3 clusters Score -7439931 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -7439935.000000 Penalty: 3552.225098
	Iteration 62Q: 3 clusters Score -7439935 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -7439951.500000 Penalty: 3552.225098
	Iteration 63Q: 3 clusters Score -7439952 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -7439976.000000 Penalty: 3552.225098
	Iteration 64Q: 3 clusters Score -7439976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -7439987.000000 Penalty: 3552.225098
	Iteration 65Q: 3 clusters Score -7439987 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -7439998.500000 Penalty: 3552.225098
	Iteration 66Q: 3 clusters Score -7439998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -7440037.000000 Penalty: 3552.225098
	Iteration 67Q: 3 clusters Score -7440037 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -7440061.000000 Penalty: 3552.225098
	Iteration 68Q: 3 clusters Score -7440061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -7440094.000000 Penalty: 3552.225098
	Iteration 69Q: 3 clusters Score -7440094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -7440121.500000 Penalty: 3552.225098
	Iteration 70Q: 3 clusters Score -7440122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -7440135.500000 Penalty: 3552.225098
	Iteration 71Q: 3 clusters Score -7440136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -7440128.000000 Penalty: 3552.225098
	Iteration 72Q: 3 clusters Score -7440128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -7440138.500000 Penalty: 3552.225098
	Iteration 73Q: 3 clusters Score -7440138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -7440146.000000 Penalty: 3552.225098
	Iteration 74Q: 3 clusters Score -7440146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -7440158.000000 Penalty: 3552.225098
	Iteration 75Q: 3 clusters Score -7440158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -7440161.000000 Penalty: 3552.225098
	Iteration 76Q: 3 clusters Score -7440161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -7440189.500000 Penalty: 3552.225098
	Iteration 77Q: 3 clusters Score -7440190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -7440198.000000 Penalty: 3552.225098
	Iteration 78Q: 3 clusters Score -7440198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -7440199.500000 Penalty: 3552.225098
	Iteration 79Q: 3 clusters Score -7440200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -7440200.500000 Penalty: 3552.225098
	Iteration 80F: 3 clusters Score -7440200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -7440225.000000 Penalty: 3552.225098
	Iteration 81Q: 3 clusters Score -7440225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -7440228.000000 Penalty: 3552.225098
	Iteration 82Q: 3 clusters Score -7440228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -7440231.000000 Penalty: 3552.225098
	Iteration 83Q: 3 clusters Score -7440231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -7440246.500000 Penalty: 3552.225098
	Iteration 84Q: 3 clusters Score -7440246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -7440258.500000 Penalty: 3552.225098
	Iteration 85Q: 3 clusters Score -7440258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -7440269.500000 Penalty: 3552.225098
	Iteration 86Q: 3 clusters Score -7440270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -7440295.500000 Penalty: 3552.225098
	Iteration 87Q: 3 clusters Score -7440296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -7440296.500000 Penalty: 3552.225098
	Iteration 88Q: 3 clusters Score -7440296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -7440297.000000 Penalty: 3552.225098
	Iteration 89Q: 3 clusters Score -7440297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -7440312.500000 Penalty: 3552.225098
	Iteration 90Q: 3 clusters Score -7440312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -7440300.500000 Penalty: 3552.225098
	Iteration 91Q: 3 clusters Score -7440300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -7440313.000000 Penalty: 3552.225098
	Iteration 92Q: 3 clusters Score -7440313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -7440306.000000 Penalty: 3552.225098
	Iteration 93Q: 3 clusters Score -7440306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -7440307.500000 Penalty: 3552.225098
	Iteration 94Q: 3 clusters Score -7440308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -7440303.500000 Penalty: 3552.225098
	Iteration 95Q: 3 clusters Score -7440304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -7440311.000000 Penalty: 3552.225098
	Iteration 96Q: 3 clusters Score -7440311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -7440308.500000 Penalty: 3552.225098
	Iteration 97Q: 3 clusters Score -7440308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -7440318.000000 Penalty: 3552.225098
	Iteration 98Q: 3 clusters Score -7440318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -7440330.000000 Penalty: 3552.225098
	Iteration 99Q: 3 clusters Score -7440330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -7440348.500000 Penalty: 3552.225098
	Iteration 100F: 3 clusters Score -7440348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -7440341.000000 Penalty: 3552.225098
	Iteration 101Q: 3 clusters Score -7440341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -7440328.500000 Penalty: 3552.225098
	Iteration 102Q: 3 clusters Score -7440328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -7440347.500000 Penalty: 3552.225098
	Iteration 103Q: 3 clusters Score -7440348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -7440331.000000 Penalty: 3552.225098
	Iteration 104Q: 3 clusters Score -7440331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -7440380.000000 Penalty: 3552.225098
	Iteration 105Q: 3 clusters Score -7440380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7440385.500000 Penalty: 3552.225098
	Iteration 106Q: 3 clusters Score -7440386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -7440391.000000 Penalty: 3552.225098
	Iteration 107Q: 3 clusters Score -7440391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -7440413.500000 Penalty: 3552.225098
	Iteration 108Q: 3 clusters Score -7440414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -7440427.000000 Penalty: 3552.225098
	Iteration 109Q: 3 clusters Score -7440427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -7440438.000000 Penalty: 3552.225098
	Iteration 110Q: 3 clusters Score -7440438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -7440463.000000 Penalty: 3552.225098
	Iteration 111Q: 3 clusters Score -7440463 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -7440488.000000 Penalty: 3552.225098
	Iteration 112Q: 3 clusters Score -7440488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -7440494.000000 Penalty: 3552.225098
	Iteration 113Q: 3 clusters Score -7440494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -7440529.000000 Penalty: 3552.225098
	Iteration 114Q: 3 clusters Score -7440529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -7440520.500000 Penalty: 3552.225098
	Iteration 115Q: 3 clusters Score -7440520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -7440533.000000 Penalty: 3552.225098
	Iteration 116Q: 3 clusters Score -7440533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -7440545.000000 Penalty: 3552.225098
	Iteration 117Q: 3 clusters Score -7440545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -7440553.000000 Penalty: 3552.225098
	Iteration 118Q: 3 clusters Score -7440553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -7440583.000000 Penalty: 3552.225098
	Iteration 119Q: 3 clusters Score -7440583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -7440586.500000 Penalty: 3552.225098
	Iteration 120F: 3 clusters Score -7440586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -7440597.500000 Penalty: 3552.225098
	Iteration 121Q: 3 clusters Score -7440598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -7440617.500000 Penalty: 3552.225098
	Iteration 122Q: 3 clusters Score -7440618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -7440622.500000 Penalty: 3552.225098
	Iteration 123Q: 3 clusters Score -7440622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -7440646.500000 Penalty: 3552.225098
	Iteration 124Q: 3 clusters Score -7440646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -7440655.000000 Penalty: 3552.225098
	Iteration 125Q: 3 clusters Score -7440655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -7440648.500000 Penalty: 3552.225098
	Iteration 126Q: 3 clusters Score -7440648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -7440673.500000 Penalty: 3552.225098
	Iteration 127Q: 3 clusters Score -7440674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7440683.000000 Penalty: 3552.225098
	Iteration 128Q: 3 clusters Score -7440683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -7440706.000000 Penalty: 3552.225098
	Iteration 129Q: 3 clusters Score -7440706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -7440713.000000 Penalty: 3552.225098
	Iteration 130Q: 3 clusters Score -7440713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -7440730.000000 Penalty: 3552.225098
	Iteration 131Q: 3 clusters Score -7440730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -7440720.000000 Penalty: 3552.225098
	Iteration 132Q: 3 clusters Score -7440720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7440717.500000 Penalty: 3552.225098
	Iteration 133Q: 3 clusters Score -7440718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -7440704.000000 Penalty: 3552.225098
	Iteration 134Q: 3 clusters Score -7440704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -7440725.500000 Penalty: 3552.225098
	Iteration 135Q: 3 clusters Score -7440726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -7440729.500000 Penalty: 3552.225098
	Iteration 136Q: 3 clusters Score -7440730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -7440736.000000 Penalty: 3552.225098
	Iteration 137Q: 3 clusters Score -7440736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7440730.500000 Penalty: 3552.225098
	Iteration 138Q: 3 clusters Score -7440730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -7440755.000000 Penalty: 3552.225098
	Iteration 139Q: 3 clusters Score -7440755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7440760.500000 Penalty: 3552.225098
	Iteration 140F: 3 clusters Score -7440760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -7440786.000000 Penalty: 3552.225098
	Iteration 141Q: 3 clusters Score -7440786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -7440780.000000 Penalty: 3552.225098
	Iteration 142Q: 3 clusters Score -7440780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -7440785.000000 Penalty: 3552.225098
	Iteration 143Q: 3 clusters Score -7440785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -7440792.500000 Penalty: 3552.225098
	Iteration 144Q: 3 clusters Score -7440792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -7440795.500000 Penalty: 3552.225098
	Iteration 145Q: 3 clusters Score -7440796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -7440793.500000 Penalty: 3552.225098
	Iteration 146Q: 3 clusters Score -7440794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -7440799.500000 Penalty: 3552.225098
	Iteration 147Q: 3 clusters Score -7440800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -7440793.000000 Penalty: 3552.225098
	Iteration 148Q: 3 clusters Score -7440793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -7440822.000000 Penalty: 3552.225098
	Iteration 149Q: 3 clusters Score -7440822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -7440838.000000 Penalty: 3552.225098
	Iteration 150Q: 3 clusters Score -7440838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -7440846.000000 Penalty: 3552.225098
	Iteration 151Q: 3 clusters Score -7440846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -7440870.000000 Penalty: 3552.225098
	Iteration 152Q: 3 clusters Score -7440870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -7440896.000000 Penalty: 3552.225098
	Iteration 153Q: 3 clusters Score -7440896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -7440903.000000 Penalty: 3552.225098
	Iteration 154Q: 3 clusters Score -7440903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -7440930.500000 Penalty: 3552.225098
	Iteration 155Q: 3 clusters Score -7440930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -7440949.500000 Penalty: 3552.225098
	Iteration 156Q: 3 clusters Score -7440950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7440995.000000 Penalty: 3552.225098
	Iteration 157Q: 3 clusters Score -7440995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -7441025.500000 Penalty: 3552.225098
	Iteration 158Q: 3 clusters Score -7441026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -7441057.000000 Penalty: 3552.225098
	Iteration 159Q: 3 clusters Score -7441057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -7441080.000000 Penalty: 3552.225098
	Iteration 160F: 3 clusters Score -7441080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -7441101.500000 Penalty: 3552.225098
	Iteration 161Q: 3 clusters Score -7441102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -7441109.000000 Penalty: 3552.225098
	Iteration 162Q: 3 clusters Score -7441109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7441112.000000 Penalty: 3552.225098
	Iteration 163Q: 3 clusters Score -7441112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -7441117.000000 Penalty: 3552.225098
	Iteration 164Q: 3 clusters Score -7441117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7441141.500000 Penalty: 3552.225098
	Iteration 165Q: 3 clusters Score -7441142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7441156.000000 Penalty: 3552.225098
	Iteration 166Q: 3 clusters Score -7441156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -7441176.500000 Penalty: 3552.225098
	Iteration 167Q: 3 clusters Score -7441176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -7441207.500000 Penalty: 3552.225098
	Iteration 168Q: 3 clusters Score -7441208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7441234.500000 Penalty: 3552.225098
	Iteration 169Q: 3 clusters Score -7441234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -7441263.500000 Penalty: 3552.225098
	Iteration 170Q: 3 clusters Score -7441264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -7441279.000000 Penalty: 3552.225098
	Iteration 171Q: 3 clusters Score -7441279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -7441281.500000 Penalty: 3552.225098
	Iteration 172Q: 3 clusters Score -7441282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -7441289.500000 Penalty: 3552.225098
	Iteration 173Q: 3 clusters Score -7441290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7441299.000000 Penalty: 3552.225098
	Iteration 174Q: 3 clusters Score -7441299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7441314.500000 Penalty: 3552.225098
	Iteration 175Q: 3 clusters Score -7441314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -7441345.500000 Penalty: 3552.225098
	Iteration 176Q: 3 clusters Score -7441346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -7441370.000000 Penalty: 3552.225098
	Iteration 177Q: 3 clusters Score -7441370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -7441373.000000 Penalty: 3552.225098
	Iteration 178Q: 3 clusters Score -7441373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -7441385.500000 Penalty: 3552.225098
	Iteration 179Q: 3 clusters Score -7441386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -7441397.000000 Penalty: 3552.225098
	Iteration 180F: 3 clusters Score -7441397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7441389.000000 Penalty: 3552.225098
	Iteration 181Q: 3 clusters Score -7441389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -7441406.500000 Penalty: 3552.225098
	Iteration 182Q: 3 clusters Score -7441406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7441395.500000 Penalty: 3552.225098
	Iteration 183Q: 3 clusters Score -7441396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -7441418.000000 Penalty: 3552.225098
	Iteration 184Q: 3 clusters Score -7441418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -7441422.500000 Penalty: 3552.225098
	Iteration 185Q: 3 clusters Score -7441422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7441430.500000 Penalty: 3552.225098
	Iteration 186Q: 3 clusters Score -7441430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -7441432.500000 Penalty: 3552.225098
	Iteration 187Q: 3 clusters Score -7441432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -7441450.500000 Penalty: 3552.225098
	Iteration 188Q: 3 clusters Score -7441450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7441460.500000 Penalty: 3552.225098
	Iteration 189Q: 3 clusters Score -7441460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7441472.500000 Penalty: 3552.225098
	Iteration 190Q: 3 clusters Score -7441472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -7441480.000000 Penalty: 3552.225098
	Iteration 191Q: 3 clusters Score -7441480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7441483.500000 Penalty: 3552.225098
	Iteration 192Q: 3 clusters Score -7441484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -7441486.500000 Penalty: 3552.225098
	Iteration 193Q: 3 clusters Score -7441486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7441476.500000 Penalty: 3552.225098
	Iteration 194Q: 3 clusters Score -7441476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -7441484.500000 Penalty: 3552.225098
	Iteration 195Q: 3 clusters Score -7441484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -7441481.000000 Penalty: 3552.225098
	Iteration 196Q: 3 clusters Score -7441481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7441486.000000 Penalty: 3552.225098
	Iteration 197Q: 3 clusters Score -7441486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7441480.500000 Penalty: 3552.225098
	Iteration 198Q: 3 clusters Score -7441480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7441490.500000 Penalty: 3552.225098
	Iteration 199Q: 3 clusters Score -7441490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -7441483.000000 Penalty: 3552.225098
	Iteration 200F: 3 clusters Score -7441483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -7441490.000000 Penalty: 3552.225098
	Iteration 201Q: 3 clusters Score -7441490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -7441496.000000 Penalty: 3552.225098
	Iteration 202Q: 3 clusters Score -7441496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7441504.500000 Penalty: 3552.225098
	Iteration 203Q: 3 clusters Score -7441504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7441507.500000 Penalty: 3552.225098
	Iteration 204Q: 3 clusters Score -7441508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7441510.000000 Penalty: 3552.225098
	Iteration 205Q: 3 clusters Score -7441510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7441499.000000 Penalty: 3552.225098
	Iteration 206Q: 3 clusters Score -7441499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -7441495.500000 Penalty: 3552.225098
	Iteration 207Q: 3 clusters Score -7441496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -7441498.500000 Penalty: 3552.225098
	Iteration 208Q: 3 clusters Score -7441498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7441501.500000 Penalty: 3552.225098
	Iteration 209Q: 3 clusters Score -7441502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7441508.000000 Penalty: 3552.225098
	Iteration 210Q: 3 clusters Score -7441508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -7441501.500000 Penalty: 3552.225098
	Iteration 211Q: 3 clusters Score -7441502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -7441512.500000 Penalty: 3552.225098
	Iteration 212Q: 3 clusters Score -7441512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -7441507.000000 Penalty: 3552.225098
	Iteration 213Q: 3 clusters Score -7441507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -7441523.000000 Penalty: 3552.225098
	Iteration 214Q: 3 clusters Score -7441523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -7441517.500000 Penalty: 3552.225098
	Iteration 215Q: 3 clusters Score -7441518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -7441518.500000 Penalty: 3552.225098
	Iteration 216Q: 3 clusters Score -7441518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7441528.500000 Penalty: 3552.225098
	Iteration 217Q: 3 clusters Score -7441528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -7441535.500000 Penalty: 3552.225098
	Iteration 218Q: 3 clusters Score -7441536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -7441542.000000 Penalty: 3552.225098
	Iteration 219Q: 3 clusters Score -7441542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7441543.000000 Penalty: 3552.225098
	Iteration 220F: 3 clusters Score -7441543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7441538.000000 Penalty: 3552.225098
	Iteration 221Q: 3 clusters Score -7441538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -7441542.500000 Penalty: 3552.225098
	Iteration 222Q: 3 clusters Score -7441542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -7441549.000000 Penalty: 3552.225098
	Iteration 223Q: 3 clusters Score -7441549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -7441539.000000 Penalty: 3552.225098
	Iteration 224Q: 3 clusters Score -7441539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -7441537.000000 Penalty: 3552.225098
	Iteration 225Q: 3 clusters Score -7441537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -7441538.500000 Penalty: 3552.225098
	Iteration 226Q: 3 clusters Score -7441538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -7441538.500000 Penalty: 3552.225098
	Iteration 227Q: 3 clusters Score -7441538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7441538.000000 Penalty: 3552.225098
	Iteration 228Q: 3 clusters Score -7441538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -7441545.000000 Penalty: 3552.225098
	Iteration 229Q: 3 clusters Score -7441545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -7441543.500000 Penalty: 3552.225098
	Iteration 230Q: 3 clusters Score -7441544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7441545.500000 Penalty: 3552.225098
	Iteration 231Q: 3 clusters Score -7441546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7441545.000000 Penalty: 3552.225098
	Iteration 232Q: 3 clusters Score -7441545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -7441546.000000 Penalty: 3552.225098
	Iteration 233Q: 3 clusters Score -7441546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -7441538.500000 Penalty: 3552.225098
	Iteration 234Q: 3 clusters Score -7441538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -7441540.000000 Penalty: 3552.225098
	Iteration 235Q: 3 clusters Score -7441540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7441557.000000 Penalty: 3552.225098
	Iteration 236Q: 3 clusters Score -7441557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -7441558.000000 Penalty: 3552.225098
	Iteration 237Q: 3 clusters Score -7441558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7441562.000000 Penalty: 3552.225098
	Iteration 238Q: 3 clusters Score -7441562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7441574.000000 Penalty: 3552.225098
	Iteration 239Q: 3 clusters Score -7441574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -7441583.000000 Penalty: 3552.225098
	Iteration 240F: 3 clusters Score -7441583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7441588.500000 Penalty: 3552.225098
	Iteration 241Q: 3 clusters Score -7441588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -7441595.500000 Penalty: 3552.225098
	Iteration 242Q: 3 clusters Score -7441596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -7441597.000000 Penalty: 3552.225098
	Iteration 243Q: 3 clusters Score -7441597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -7441593.000000 Penalty: 3552.225098
	Iteration 244Q: 3 clusters Score -7441593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -7441598.000000 Penalty: 3552.225098
	Iteration 245Q: 3 clusters Score -7441598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -7441595.500000 Penalty: 3552.225098
	Iteration 246Q: 3 clusters Score -7441596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -7441594.500000 Penalty: 3552.225098
	Iteration 247Q: 3 clusters Score -7441594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -7441596.500000 Penalty: 3552.225098
	Iteration 248Q: 3 clusters Score -7441596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -7441595.000000 Penalty: 3552.225098
	Iteration 249Q: 3 clusters Score -7441595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -7441597.500000 Penalty: 3552.225098
	Iteration 250Q: 3 clusters Score -7441598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -7441599.000000 Penalty: 3552.225098
	Iteration 251Q: 3 clusters Score -7441599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -7441598.500000 Penalty: 3552.225098
	Iteration 252Q: 3 clusters Score -7441598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -7441600.500000 Penalty: 3552.225098
	Iteration 253Q: 3 clusters Score -7441600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7441609.000000 Penalty: 3552.225098
	Iteration 254Q: 3 clusters Score -7441609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -7441618.000000 Penalty: 3552.225098
	Iteration 255Q: 3 clusters Score -7441618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -7441615.500000 Penalty: 3552.225098
	Iteration 256Q: 3 clusters Score -7441616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -7441621.500000 Penalty: 3552.225098
	Iteration 257Q: 3 clusters Score -7441622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -7441619.500000 Penalty: 3552.225098
	Iteration 258Q: 3 clusters Score -7441620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -7441618.000000 Penalty: 3552.225098
	Iteration 259Q: 3 clusters Score -7441618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -7441626.000000 Penalty: 3552.225098
	Iteration 260F: 3 clusters Score -7441626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7441634.000000 Penalty: 3552.225098
	Iteration 261Q: 3 clusters Score -7441634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7441634.000000 Penalty: 3552.225098
	Iteration 262Q: 3 clusters Score -7441634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -7441628.500000 Penalty: 3552.225098
	Iteration 263Q: 3 clusters Score -7441628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -7441643.500000 Penalty: 3552.225098
	Iteration 264Q: 3 clusters Score -7441644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -7441646.000000 Penalty: 3552.225098
	Iteration 265Q: 3 clusters Score -7441646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7441641.000000 Penalty: 3552.225098
	Iteration 266Q: 3 clusters Score -7441641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -7441641.000000 Penalty: 3552.225098
	Iteration 267Q: 3 clusters Score -7441641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -7441646.000000 Penalty: 3552.225098
	Iteration 268Q: 3 clusters Score -7441646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -7441647.500000 Penalty: 3552.225098
	Iteration 269Q: 3 clusters Score -7441648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -7441651.500000 Penalty: 3552.225098
	Iteration 270Q: 3 clusters Score -7441652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -7441651.500000 Penalty: 3552.225098
	Iteration 271Q: 3 clusters Score -7441652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -7441648.500000 Penalty: 3552.225098
	Iteration 272Q: 3 clusters Score -7441648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -7441649.500000 Penalty: 3552.225098
	Iteration 273Q: 3 clusters Score -7441650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -7441654.000000 Penalty: 3552.225098
	Iteration 274Q: 3 clusters Score -7441654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -7441655.500000 Penalty: 3552.225098
	Iteration 275Q: 3 clusters Score -7441656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7441654.500000 Penalty: 3552.225098
	Iteration 276Q: 3 clusters Score -7441654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -7441660.000000 Penalty: 3552.225098
	Iteration 277Q: 3 clusters Score -7441660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -7441661.000000 Penalty: 3552.225098
	Iteration 278Q: 3 clusters Score -7441661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -7441659.500000 Penalty: 3552.225098
	Iteration 279Q: 3 clusters Score -7441660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -7441665.000000 Penalty: 3552.225098
	Iteration 280F: 3 clusters Score -7441665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -7441663.000000 Penalty: 3552.225098
	Iteration 281Q: 3 clusters Score -7441663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -7441669.500000 Penalty: 3552.225098
	Iteration 282Q: 3 clusters Score -7441670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -7441667.000000 Penalty: 3552.225098
	Iteration 283Q: 3 clusters Score -7441667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -7441665.000000 Penalty: 3552.225098
	Iteration 284Q: 3 clusters Score -7441665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -7441667.000000 Penalty: 3552.225098
	Iteration 285Q: 3 clusters Score -7441667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -7441670.000000 Penalty: 3552.225098
	Iteration 286Q: 3 clusters Score -7441670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -7441673.500000 Penalty: 3552.225098
	Iteration 287Q: 3 clusters Score -7441674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -7441671.500000 Penalty: 3552.225098
	Iteration 288Q: 3 clusters Score -7441672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7441672.000000 Penalty: 3552.225098
	Iteration 289Q: 3 clusters Score -7441672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -7441677.500000 Penalty: 3552.225098
	Iteration 290Q: 3 clusters Score -7441678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7441678.000000 Penalty: 3552.225098
	Iteration 291Q: 3 clusters Score -7441678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -7441678.500000 Penalty: 3552.225098
	Iteration 292Q: 3 clusters Score -7441678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -7441678.000000 Penalty: 3552.225098
	Iteration 293Q: 3 clusters Score -7441678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7441675.500000 Penalty: 3552.225098
	Iteration 294Q: 3 clusters Score -7441676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7441673.500000 Penalty: 3552.225098
	Iteration 295Q: 3 clusters Score -7441674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7441673.500000 Penalty: 3552.225098
	Iteration 296Q: 3 clusters Score -7441674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7441673.500000 Penalty: 3552.225098
	Iteration 297F: 3 clusters Score -7441674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40683.289062 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40683.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40878.367188 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40878.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40968.316406 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40968.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41016.796875 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -41016.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41056.269531 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -41056.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41073.058594 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -41073.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41079.066406 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -41079.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41079.066406 Penalty: 1922.765625
	Iteration 7F: 3 clusters Score -41079.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35862.980469 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35862.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36225.789062 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -36225.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36429.953125 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36429.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36520.136719 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -36520.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36588.328125 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -36588.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36599.089844 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36599.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36637.476562 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36637.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36651.230469 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36651.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36665.992188 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36665.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36671.921875 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -36671.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36680.375000 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -36680.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36687.960938 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -36687.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36705.066406 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -36705.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36718.925781 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -36718.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36724.519531 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -36724.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36733.437500 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -36733.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36745.953125 Penalty: 1939.829956
	Iteration 16Q: 3 clusters Score -36745.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36764.566406 Penalty: 1939.829956
	Iteration 17Q: 3 clusters Score -36764.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36780.746094 Penalty: 1939.829956
	Iteration 18Q: 3 clusters Score -36780.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36785.789062 Penalty: 1939.829956
	Iteration 19Q: 3 clusters Score -36785.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36785.789062 Penalty: 1939.829956
	Iteration 20F: 3 clusters Score -36785.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 187 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 204 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973520.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85974544.000000 to -85973520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50416.593750 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50416.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50791.632812 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50791.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51141.734375 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -51141.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51350.750000 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -51350.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51422.480469 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -51422.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51459.937500 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51459.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51483.683594 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51483.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51489.718750 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51489.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51490.859375 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -51490.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51499.121094 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -51499.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51499.121094 Penalty: 1922.765625
	Iteration 10F: 3 clusters Score -51499.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 104 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973584.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85974544.000000 to -85973584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7037.873535 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7037.874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7325.724609 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7325.725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7556.010254 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -7556.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7689.159180 Penalty: 1728.389038
	Iteration 3F: 3 clusters Score -7689.159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7783.886719 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7783.887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7808.630859 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -7808.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7815.919922 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -7815.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7815.919922 Penalty: 1728.389038
	Iteration 7F: 3 clusters Score -7815.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 97 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973448.000000 Penalty: 98007.054688
Splitting cluster 40 changes total score from -85974544.000000 to -85973448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46776.863281 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46776.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47018.613281 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47018.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47090.804688 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47090.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47122.503906 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47144.585938 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47144.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47194.289062 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47194.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47221.722656 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47221.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47240.863281 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47240.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47251.554688 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47251.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47287.808594 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47287.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47303.671875 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47303.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47310.230469 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47310.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47310.230469 Penalty: 1924.512939
	Iteration 12F: 3 clusters Score -47310.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1084611.000000 Penalty: 1466.421265
	Iteration 0F: 2 clusters Score -1084611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1078540.875000 Penalty: 2932.842529
	Iteration 0F: 3 clusters Score -1078541 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1080448.875000 Penalty: 2932.842529
	Iteration 1F: 3 clusters Score -1080449 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1080761.250000 Penalty: 2932.842529
	Iteration 2F: 3 clusters Score -1080761 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1081059.625000 Penalty: 2932.842529
	Iteration 3F: 3 clusters Score -1081060 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1081363.375000 Penalty: 2932.842529
	Iteration 4F: 3 clusters Score -1081363 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1081711.500000 Penalty: 2932.842529
	Iteration 5F: 3 clusters Score -1081712 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1082032.625000 Penalty: 2932.842529
	Iteration 6F: 3 clusters Score -1082033 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1082300.625000 Penalty: 2932.842529
	Iteration 7Q: 3 clusters Score -1082301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1082562.000000 Penalty: 2932.842529
	Iteration 8Q: 3 clusters Score -1082562 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1082762.625000 Penalty: 2932.842529
	Iteration 9Q: 3 clusters Score -1082763 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1082920.500000 Penalty: 2932.842529
	Iteration 10Q: 3 clusters Score -1082920 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1083022.875000 Penalty: 2932.842529
	Iteration 11Q: 3 clusters Score -1083023 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1083089.000000 Penalty: 2932.842529
	Iteration 12Q: 3 clusters Score -1083089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1083138.375000 Penalty: 2932.842529
	Iteration 13Q: 3 clusters Score -1083138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1083168.500000 Penalty: 2932.842529
	Iteration 14Q: 3 clusters Score -1083168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1083187.250000 Penalty: 2932.842529
	Iteration 15Q: 3 clusters Score -1083187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1083204.625000 Penalty: 2932.842529
	Iteration 16Q: 3 clusters Score -1083205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1083227.250000 Penalty: 2932.842529
	Iteration 17Q: 3 clusters Score -1083227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1083243.500000 Penalty: 2932.842529
	Iteration 18Q: 3 clusters Score -1083244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1083256.750000 Penalty: 2932.842529
	Iteration 19Q: 3 clusters Score -1083257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1083267.000000 Penalty: 2932.842529
	Iteration 20F: 3 clusters Score -1083267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1083275.000000 Penalty: 2932.842529
	Iteration 21Q: 3 clusters Score -1083275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1083277.375000 Penalty: 2932.842529
	Iteration 22Q: 3 clusters Score -1083277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1083281.750000 Penalty: 2932.842529
	Iteration 23Q: 3 clusters Score -1083282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1083288.000000 Penalty: 2932.842529
	Iteration 24Q: 3 clusters Score -1083288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1083290.000000 Penalty: 2932.842529
	Iteration 25Q: 3 clusters Score -1083290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1083292.750000 Penalty: 2932.842529
	Iteration 26Q: 3 clusters Score -1083293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1083294.500000 Penalty: 2932.842529
	Iteration 27Q: 3 clusters Score -1083294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1083300.750000 Penalty: 2932.842529
	Iteration 28Q: 3 clusters Score -1083301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1083301.750000 Penalty: 2932.842529
	Iteration 29Q: 3 clusters Score -1083302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1083302.375000 Penalty: 2932.842529
	Iteration 30Q: 3 clusters Score -1083302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1083302.500000 Penalty: 2932.842529
	Iteration 31Q: 3 clusters Score -1083302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1083303.500000 Penalty: 2932.842529
	Iteration 32Q: 3 clusters Score -1083304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1083305.000000 Penalty: 2932.842529
	Iteration 33Q: 3 clusters Score -1083305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1083306.250000 Penalty: 2932.842529
	Iteration 34Q: 3 clusters Score -1083306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1083306.625000 Penalty: 2932.842529
	Iteration 35Q: 3 clusters Score -1083307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1083307.625000 Penalty: 2932.842529
	Iteration 36Q: 3 clusters Score -1083308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1083307.625000 Penalty: 2932.842529
	Iteration 37F: 3 clusters Score -1083308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28779.431641 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28779.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28910.453125 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28910.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28952.687500 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -28952.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28967.919922 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28967.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28968.218750 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28968.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28974.441406 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28974.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28976.654297 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -28976.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28977.279297 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -28977.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28978.777344 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -28978.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28988.871094 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -28988.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28999.330078 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -28999.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29006.400391 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -29006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29010.148438 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -29010.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29010.148438 Penalty: 1853.729370
	Iteration 13F: 3 clusters Score -29010.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38474.000000 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38913.441406 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38913.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39212.609375 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39212.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39337.222656 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39337.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39443.867188 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39443.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39482.898438 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39507.660156 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39507.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39548.183594 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39548.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39595.636719 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39595.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39623.226562 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39623.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39629.839844 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39629.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39642.093750 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39642.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39652.929688 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39652.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39665.015625 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -39665.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39665.617188 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -39665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39665.617188 Penalty: 2041.736694
	Iteration 15F: 3 clusters Score -39665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 291 members 
Entering Unmasked Estep 
Score: -85973656.000000 Penalty: 98007.054688
Splitting cluster 45 changes total score from -85974544.000000 to -85973656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73642 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63994 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69547 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24336 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55331 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55822 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974600.000000 Penalty: 95829.117188
Iteration 279Q: 45 clusters Score -8.59746e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73598 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64010 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69548 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46263 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 17854 members 
Mstep: Class 13 contains 27487 members 
Mstep: Class 14 contains 56547 members 
Mstep: Class 15 contains 11977 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51095 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5602 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24338 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55345 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55837 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974512.000000 Penalty: 95829.117188
Iteration 280F: 45 clusters Score -8.597451e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73566 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64025 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46181 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 17851 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56569 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46145 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51118 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5609 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24334 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55357 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55846 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974616.000000 Penalty: 95829.117188
Iteration 281Q: 45 clusters Score -8.597462e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73558 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64042 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46121 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 17842 members 
Mstep: Class 13 contains 27491 members 
Mstep: Class 14 contains 56567 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46165 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51136 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5612 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24339 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55355 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55858 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974688.000000 Penalty: 95829.117188
Iteration 282Q: 45 clusters Score -8.597469e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73565 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64068 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69551 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 27488 members 
Mstep: Class 14 contains 56556 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46172 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51159 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5619 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24344 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55347 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55871 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974800.000000 Penalty: 95829.117188
Iteration 283Q: 45 clusters Score -8.59748e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73573 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64092 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46003 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 17844 members 
Mstep: Class 13 contains 27487 members 
Mstep: Class 14 contains 56544 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46165 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51186 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24349 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55342 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55875 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974648.000000 Penalty: 95829.117188
Iteration 284Q: 45 clusters Score -8.597465e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 73579 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64105 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69558 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45947 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 56533 members 
Mstep: Class 15 contains 11979 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46169 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51204 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24346 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55347 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55890 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974680.000000 Penalty: 95829.117188
Iteration 285Q: 45 clusters Score -8.597468e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73566 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64114 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69563 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17844 members 
Mstep: Class 13 contains 27483 members 
Mstep: Class 14 contains 56522 members 
Mstep: Class 15 contains 11979 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46182 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51228 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24346 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55366 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55905 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974728.000000 Penalty: 95829.117188
Iteration 286Q: 45 clusters Score -8.597473e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73559 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64116 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45837 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17842 members 
Mstep: Class 13 contains 27478 members 
Mstep: Class 14 contains 56513 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46202 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51241 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5640 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24350 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55376 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55917 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974744.000000 Penalty: 95829.117188
Iteration 287Q: 45 clusters Score -8.597474e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73537 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64112 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69556 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45785 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17842 members 
Mstep: Class 13 contains 27477 members 
Mstep: Class 14 contains 56511 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46239 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51277 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5645 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24351 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55379 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55920 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974704.000000 Penalty: 95829.117188
Iteration 288Q: 45 clusters Score -8.59747e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73533 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64110 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45749 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17843 members 
Mstep: Class 13 contains 27478 members 
Mstep: Class 14 contains 56503 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46261 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51297 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5649 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24353 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55388 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55910 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974784.000000 Penalty: 95829.117188
Iteration 289Q: 45 clusters Score -8.597478e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73518 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64113 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45704 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17840 members 
Mstep: Class 13 contains 27475 members 
Mstep: Class 14 contains 56488 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46278 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51321 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24360 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55401 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55916 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974720.000000 Penalty: 95829.117188
Iteration 290Q: 45 clusters Score -8.597472e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73498 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64133 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45667 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17832 members 
Mstep: Class 13 contains 27477 members 
Mstep: Class 14 contains 56480 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46285 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51336 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24370 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55404 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55920 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974728.000000 Penalty: 95829.117188
Iteration 291Q: 45 clusters Score -8.597473e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73471 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64152 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45642 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17823 members 
Mstep: Class 13 contains 27472 members 
Mstep: Class 14 contains 56482 members 
Mstep: Class 15 contains 11992 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46312 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51349 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5675 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55384 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55932 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974640.000000 Penalty: 95829.117188
Iteration 292Q: 45 clusters Score -8.597464e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73452 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64172 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69549 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17817 members 
Mstep: Class 13 contains 27469 members 
Mstep: Class 14 contains 56475 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46330 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51368 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24380 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55369 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55929 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974608.000000 Penalty: 95829.117188
Iteration 293Q: 45 clusters Score -8.597461e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73440 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64185 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69546 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45620 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 27465 members 
Mstep: Class 14 contains 56473 members 
Mstep: Class 15 contains 11992 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46337 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51389 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5680 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24380 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55367 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55924 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974648.000000 Penalty: 95829.117188
Iteration 294Q: 45 clusters Score -8.597465e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73432 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64195 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69545 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45588 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 27461 members 
Mstep: Class 14 contains 56471 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46337 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51410 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24387 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55360 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55932 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974664.000000 Penalty: 95829.117188
Iteration 295Q: 45 clusters Score -8.597466e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73436 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64206 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69548 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45542 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 27453 members 
Mstep: Class 14 contains 56453 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46337 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51419 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24390 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55391 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55933 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974696.000000 Penalty: 95829.117188
Iteration 296Q: 45 clusters Score -8.59747e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73426 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64212 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45473 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 27449 members 
Mstep: Class 14 contains 56451 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46363 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51436 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24391 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55419 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55932 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974728.000000 Penalty: 95829.117188
Iteration 297Q: 45 clusters Score -8.597473e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73400 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64220 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45422 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 56454 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46380 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51450 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24391 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55451 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55927 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974856.000000 Penalty: 95829.117188
Iteration 298Q: 45 clusters Score -8.597486e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73376 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64235 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69557 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45376 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17793 members 
Mstep: Class 13 contains 27448 members 
Mstep: Class 14 contains 56450 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46388 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51467 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5715 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24389 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55479 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55935 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974792.000000 Penalty: 95829.117188
Iteration 299Q: 45 clusters Score -8.597479e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73346 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64246 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45326 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17792 members 
Mstep: Class 13 contains 27442 members 
Mstep: Class 14 contains 56452 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46395 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51486 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5725 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24394 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55505 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55945 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974856.000000 Penalty: 95829.117188
Iteration 300F: 45 clusters Score -8.597486e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73322 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64255 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69556 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45270 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 13 contains 27440 members 
Mstep: Class 14 contains 56448 members 
Mstep: Class 15 contains 12007 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46401 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51508 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5738 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24396 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55528 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55958 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974704.000000 Penalty: 95829.117188
Iteration 301Q: 45 clusters Score -8.59747e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73284 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64250 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69561 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45205 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17778 members 
Mstep: Class 13 contains 27438 members 
Mstep: Class 14 contains 56453 members 
Mstep: Class 15 contains 12010 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46424 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51531 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24405 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55556 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55967 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974832.000000 Penalty: 95829.117188
Iteration 302Q: 45 clusters Score -8.597483e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73265 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64249 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45121 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17770 members 
Mstep: Class 13 contains 27440 members 
Mstep: Class 14 contains 56464 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46453 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51540 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5760 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24406 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55602 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55965 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974944.000000 Penalty: 95829.117188
Iteration 303Q: 45 clusters Score -8.597494e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73247 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64250 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45034 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17767 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46490 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51554 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24404 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55646 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55967 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974880.000000 Penalty: 95829.117188
Iteration 304Q: 45 clusters Score -8.597488e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73234 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64265 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17762 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 56477 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46523 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51564 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5780 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24400 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55687 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55966 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974952.000000 Penalty: 95829.117188
Iteration 305Q: 45 clusters Score -8.597495e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73220 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64274 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44852 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17758 members 
Mstep: Class 13 contains 27437 members 
Mstep: Class 14 contains 56494 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46555 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51571 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24403 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55707 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55965 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974776.000000 Penalty: 95829.117188
Iteration 306Q: 45 clusters Score -8.597478e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73194 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64281 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17748 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 56508 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46581 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51586 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24407 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55744 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55972 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974792.000000 Penalty: 95829.117188
Iteration 307Q: 45 clusters Score -8.597479e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73181 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64279 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44659 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17748 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 56519 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46607 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51599 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24407 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55780 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55982 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974856.000000 Penalty: 95829.117188
Iteration 308Q: 45 clusters Score -8.597486e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73164 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64287 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44562 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17744 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 56527 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46637 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51612 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24409 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55827 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55987 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974984.000000 Penalty: 95829.117188
Iteration 309Q: 45 clusters Score -8.597498e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73146 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64289 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17743 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 56531 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46672 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51622 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24414 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55878 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55995 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975176.000000 Penalty: 95829.117188
Iteration 310Q: 45 clusters Score -8.597518e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73119 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64307 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69556 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44347 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17732 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 56537 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46700 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51636 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 9839 members 
Mstep: Class 27 contains 24419 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55929 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56006 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975120.000000 Penalty: 95829.117188
Iteration 311Q: 45 clusters Score -8.597512e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73104 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64324 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44242 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17725 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56538 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51636 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24423 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 55986 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56019 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975160.000000 Penalty: 95829.117188
Iteration 312Q: 45 clusters Score -8.597516e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73087 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64345 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17727 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 56544 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5888 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24422 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56065 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56041 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975192.000000 Penalty: 95829.117188
Iteration 313Q: 45 clusters Score -8.597519e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73074 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64364 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 56556 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46738 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51632 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5898 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24426 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56126 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56043 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975144.000000 Penalty: 95829.117188
Iteration 314Q: 45 clusters Score -8.597514e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73056 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64383 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43917 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17706 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 56566 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46746 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51640 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5906 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24429 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56181 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56051 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975288.000000 Penalty: 95829.117188
Iteration 315Q: 45 clusters Score -8.597529e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73045 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64393 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69556 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43814 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17698 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 56579 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46776 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51646 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5912 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24433 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56238 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56043 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975264.000000 Penalty: 95829.117188
Iteration 316Q: 45 clusters Score -8.597526e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73042 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64396 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43717 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17684 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56592 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46825 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51635 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5925 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 24436 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56293 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56030 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975360.000000 Penalty: 95829.117188
Iteration 317Q: 45 clusters Score -8.597536e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73034 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64418 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43629 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 56596 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46844 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51627 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5925 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24444 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56351 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56025 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975352.000000 Penalty: 95829.117188
Iteration 318Q: 45 clusters Score -8.597535e+07 nChanged 404
Entering ConstructFrom: 
Score: -85975352.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -64898.570312 Penalty: 1018.728149
	Iteration 0F: 2 clusters Score -64898.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63810.605469 Penalty: 2037.456299
	Iteration 0F: 3 clusters Score -63810.61 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63990.714844 Penalty: 2037.456299
	Iteration 1F: 3 clusters Score -63990.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64061.835938 Penalty: 2037.456299
	Iteration 2F: 3 clusters Score -64061.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64095.949219 Penalty: 2037.456299
	Iteration 3Q: 3 clusters Score -64095.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64119.636719 Penalty: 2037.456299
	Iteration 4Q: 3 clusters Score -64119.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64140.890625 Penalty: 2037.456299
	Iteration 5Q: 3 clusters Score -64140.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64182.394531 Penalty: 2037.456299
	Iteration 6Q: 3 clusters Score -64182.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64219.292969 Penalty: 2037.456299
	Iteration 7Q: 3 clusters Score -64219.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64243.277344 Penalty: 2037.456299
	Iteration 8Q: 3 clusters Score -64243.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64286.687500 Penalty: 2037.456299
	Iteration 9Q: 3 clusters Score -64286.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64345.691406 Penalty: 2037.456299
	Iteration 10Q: 3 clusters Score -64345.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64392.343750 Penalty: 2037.456299
	Iteration 11Q: 3 clusters Score -64392.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64436.812500 Penalty: 2037.456299
	Iteration 12Q: 3 clusters Score -64436.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64489.613281 Penalty: 2037.456299
	Iteration 13Q: 3 clusters Score -64489.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64533.023438 Penalty: 2037.456299
	Iteration 14Q: 3 clusters Score -64533.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64556.125000 Penalty: 2037.456299
	Iteration 15Q: 3 clusters Score -64556.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64576.148438 Penalty: 2037.456299
	Iteration 16Q: 3 clusters Score -64576.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64576.984375 Penalty: 2037.456299
	Iteration 17F: 3 clusters Score -64576.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64588.644531 Penalty: 2037.456299
	Iteration 18Q: 3 clusters Score -64588.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64590.757812 Penalty: 2037.456299
	Iteration 19Q: 3 clusters Score -64590.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64593.332031 Penalty: 2037.456299
	Iteration 20F: 3 clusters Score -64593.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64594.175781 Penalty: 2037.456299
	Iteration 21Q: 3 clusters Score -64594.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64595.242188 Penalty: 2037.456299
	Iteration 22Q: 3 clusters Score -64595.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64595.242188 Penalty: 2037.456299
	Iteration 23F: 3 clusters Score -64595.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Entering Unmasked Estep 
Score: -9660548.000000 Penalty: 1819.778809
	Iteration 0F: 2 clusters Score -9660548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -9615833.000000 Penalty: 3639.557617
	Iteration 0F: 3 clusters Score -9615833 nChanged 34740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -9635875.000000 Penalty: 3639.557617
	Iteration 1F: 3 clusters Score -9635875 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9636843.000000 Penalty: 3639.557617
	Iteration 2Q: 3 clusters Score -9636843 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -9638164.000000 Penalty: 3639.557617
	Iteration 3Q: 3 clusters Score -9638164 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -9640231.000000 Penalty: 3639.557617
	Iteration 4F: 3 clusters Score -9640231 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -9643168.000000 Penalty: 3639.557617
	Iteration 5F: 3 clusters Score -9643168 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -9646881.000000 Penalty: 3639.557617
	Iteration 6F: 3 clusters Score -9646881 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -9650532.000000 Penalty: 3639.557617
	Iteration 7F: 3 clusters Score -9650532 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -9652792.000000 Penalty: 3639.557617
	Iteration 8Q: 3 clusters Score -9652792 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -9654103.000000 Penalty: 3639.557617
	Iteration 9Q: 3 clusters Score -9654103 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9654621.000000 Penalty: 3639.557617
	Iteration 10Q: 3 clusters Score -9654621 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -9654931.000000 Penalty: 3639.557617
	Iteration 11Q: 3 clusters Score -9654931 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -9655209.000000 Penalty: 3639.557617
	Iteration 12Q: 3 clusters Score -9655209 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -9655396.000000 Penalty: 3639.557617
	Iteration 13Q: 3 clusters Score -9655396 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -9655583.000000 Penalty: 3639.557617
	Iteration 14Q: 3 clusters Score -9655583 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -9655718.000000 Penalty: 3639.557617
	Iteration 15Q: 3 clusters Score -9655718 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -9655929.000000 Penalty: 3639.557617
	Iteration 16Q: 3 clusters Score -9655929 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -9656102.000000 Penalty: 3639.557617
	Iteration 17Q: 3 clusters Score -9656102 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -9656260.000000 Penalty: 3639.557617
	Iteration 18Q: 3 clusters Score -9656260 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -9656476.000000 Penalty: 3639.557617
	Iteration 19Q: 3 clusters Score -9656476 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -9656712.000000 Penalty: 3639.557617
	Iteration 20F: 3 clusters Score -9656712 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9656877.000000 Penalty: 3639.557617
	Iteration 21Q: 3 clusters Score -9656877 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -9657058.000000 Penalty: 3639.557617
	Iteration 22Q: 3 clusters Score -9657058 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -9657211.000000 Penalty: 3639.557617
	Iteration 23Q: 3 clusters Score -9657211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -9657370.000000 Penalty: 3639.557617
	Iteration 24Q: 3 clusters Score -9657370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -9657507.000000 Penalty: 3639.557617
	Iteration 25Q: 3 clusters Score -9657507 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -9657632.000000 Penalty: 3639.557617
	Iteration 26Q: 3 clusters Score -9657632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -9657726.000000 Penalty: 3639.557617
	Iteration 27Q: 3 clusters Score -9657726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9657843.000000 Penalty: 3639.557617
	Iteration 28Q: 3 clusters Score -9657843 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -9657937.000000 Penalty: 3639.557617
	Iteration 29Q: 3 clusters Score -9657937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -9658036.000000 Penalty: 3639.557617
	Iteration 30Q: 3 clusters Score -9658036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -9658113.000000 Penalty: 3639.557617
	Iteration 31Q: 3 clusters Score -9658113 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -9658166.000000 Penalty: 3639.557617
	Iteration 32Q: 3 clusters Score -9658166 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9658276.000000 Penalty: 3639.557617
	Iteration 33Q: 3 clusters Score -9658276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -9658324.000000 Penalty: 3639.557617
	Iteration 34Q: 3 clusters Score -9658324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -9658368.000000 Penalty: 3639.557617
	Iteration 35Q: 3 clusters Score -9658368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -9658400.000000 Penalty: 3639.557617
	Iteration 36Q: 3 clusters Score -9658400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -9658424.000000 Penalty: 3639.557617
	Iteration 37Q: 3 clusters Score -9658424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -9658450.000000 Penalty: 3639.557617
	Iteration 38Q: 3 clusters Score -9658450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -9658459.000000 Penalty: 3639.557617
	Iteration 39Q: 3 clusters Score -9658459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -9658474.000000 Penalty: 3639.557617
	Iteration 40F: 3 clusters Score -9658474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -9658478.000000 Penalty: 3639.557617
	Iteration 41Q: 3 clusters Score -9658478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9658488.000000 Penalty: 3639.557617
	Iteration 42Q: 3 clusters Score -9658488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -9658502.000000 Penalty: 3639.557617
	Iteration 43Q: 3 clusters Score -9658502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -9658519.000000 Penalty: 3639.557617
	Iteration 44Q: 3 clusters Score -9658519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -9658531.000000 Penalty: 3639.557617
	Iteration 45Q: 3 clusters Score -9658531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -9658554.000000 Penalty: 3639.557617
	Iteration 46Q: 3 clusters Score -9658554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9658570.000000 Penalty: 3639.557617
	Iteration 47Q: 3 clusters Score -9658570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -9658583.000000 Penalty: 3639.557617
	Iteration 48Q: 3 clusters Score -9658583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -9658587.000000 Penalty: 3639.557617
	Iteration 49Q: 3 clusters Score -9658587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -9658590.000000 Penalty: 3639.557617
	Iteration 50Q: 3 clusters Score -9658590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9658593.000000 Penalty: 3639.557617
	Iteration 51Q: 3 clusters Score -9658593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9658598.000000 Penalty: 3639.557617
	Iteration 52Q: 3 clusters Score -9658598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -9658605.000000 Penalty: 3639.557617
	Iteration 53Q: 3 clusters Score -9658605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -9658602.000000 Penalty: 3639.557617
	Iteration 54Q: 3 clusters Score -9658602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -9658600.000000 Penalty: 3639.557617
	Iteration 55Q: 3 clusters Score -9658600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -9658605.000000 Penalty: 3639.557617
	Iteration 56Q: 3 clusters Score -9658605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -9658613.000000 Penalty: 3639.557617
	Iteration 57Q: 3 clusters Score -9658613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -9658608.000000 Penalty: 3639.557617
	Iteration 58Q: 3 clusters Score -9658608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -9658612.000000 Penalty: 3639.557617
	Iteration 59Q: 3 clusters Score -9658612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -9658618.000000 Penalty: 3639.557617
	Iteration 60F: 3 clusters Score -9658618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -9658619.000000 Penalty: 3639.557617
	Iteration 61Q: 3 clusters Score -9658619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -9658619.000000 Penalty: 3639.557617
	Iteration 62F: 3 clusters Score -9658619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83838.125000 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83838.12 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84131.570312 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84131.57 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84381.031250 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84381.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84683.937500 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84683.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85067.593750 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85067.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85286.960938 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -85286.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85398.406250 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85398.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85488.218750 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85488.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85532.203125 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85554.359375 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85554.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85573.062500 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85573.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85595.726562 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85595.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85606.312500 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85606.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85611.234375 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85611.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85624.390625 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85624.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85627.921875 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85627.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85627.921875 Penalty: 2167.174072
	Iteration 16F: 3 clusters Score -85627.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974816.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85975352.000000 to -85974816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69270.390625 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69270.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69388.695312 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69388.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69398.445312 Penalty: 1935.647095
	Iteration 2Q: 3 clusters Score -69398.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69401.000000 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69402.445312 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69402.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69402.445312 Penalty: 1935.647095
	Iteration 5F: 3 clusters Score -69402.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Entering Unmasked Estep 
Score: -8575293.000000 Penalty: 1799.419312
	Iteration 0F: 2 clusters Score -8575293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -8532795.000000 Penalty: 3598.838623
	Iteration 0F: 3 clusters Score -8532795 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8550365.000000 Penalty: 3598.838623
	Iteration 1F: 3 clusters Score -8550365 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -8551165.000000 Penalty: 3598.838623
	Iteration 2Q: 3 clusters Score -8551165 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -8552339.000000 Penalty: 3598.838623
	Iteration 3Q: 3 clusters Score -8552339 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8554228.000000 Penalty: 3598.838623
	Iteration 4F: 3 clusters Score -8554228 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -8557317.000000 Penalty: 3598.838623
	Iteration 5F: 3 clusters Score -8557317 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -8561362.000000 Penalty: 3598.838623
	Iteration 6F: 3 clusters Score -8561362 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -8565662.000000 Penalty: 3598.838623
	Iteration 7F: 3 clusters Score -8565662 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -8569122.000000 Penalty: 3598.838623
	Iteration 8F: 3 clusters Score -8569122 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8571267.000000 Penalty: 3598.838623
	Iteration 9Q: 3 clusters Score -8571267 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8572376.000000 Penalty: 3598.838623
	Iteration 10Q: 3 clusters Score -8572376 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8573043.000000 Penalty: 3598.838623
	Iteration 11Q: 3 clusters Score -8573043 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8573398.000000 Penalty: 3598.838623
	Iteration 12Q: 3 clusters Score -8573398 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8573637.000000 Penalty: 3598.838623
	Iteration 13Q: 3 clusters Score -8573637 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8573761.000000 Penalty: 3598.838623
	Iteration 14Q: 3 clusters Score -8573761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8573794.000000 Penalty: 3598.838623
	Iteration 15Q: 3 clusters Score -8573794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8573833.000000 Penalty: 3598.838623
	Iteration 16Q: 3 clusters Score -8573833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8573846.000000 Penalty: 3598.838623
	Iteration 17Q: 3 clusters Score -8573846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8573861.000000 Penalty: 3598.838623
	Iteration 18Q: 3 clusters Score -8573861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8573891.000000 Penalty: 3598.838623
	Iteration 19Q: 3 clusters Score -8573891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8573894.000000 Penalty: 3598.838623
	Iteration 20F: 3 clusters Score -8573894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8573918.000000 Penalty: 3598.838623
	Iteration 21Q: 3 clusters Score -8573918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8573927.000000 Penalty: 3598.838623
	Iteration 22Q: 3 clusters Score -8573927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8573942.000000 Penalty: 3598.838623
	Iteration 23Q: 3 clusters Score -8573942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8573948.000000 Penalty: 3598.838623
	Iteration 24Q: 3 clusters Score -8573948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8573947.000000 Penalty: 3598.838623
	Iteration 25Q: 3 clusters Score -8573947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8573953.000000 Penalty: 3598.838623
	Iteration 26Q: 3 clusters Score -8573953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8573959.000000 Penalty: 3598.838623
	Iteration 27Q: 3 clusters Score -8573959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8573968.000000 Penalty: 3598.838623
	Iteration 28Q: 3 clusters Score -8573968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8573971.000000 Penalty: 3598.838623
	Iteration 29Q: 3 clusters Score -8573971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8573971.000000 Penalty: 3598.838623
	Iteration 30F: 3 clusters Score -8573971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16898.777344 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16898.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17127.337891 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17127.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17305.601562 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17305.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17491.208984 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -17491.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17670.009766 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17670.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17754.363281 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17754.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17792.177734 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17792.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17806.591797 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17806.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17806.591797 Penalty: 1852.644165
	Iteration 8F: 3 clusters Score -17806.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 191 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 108 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974216.000000 Penalty: 98007.054688
Splitting cluster 6 changes total score from -85975352.000000 to -85974216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Entering Unmasked Estep 
Score: -9184762.000000 Penalty: 1811.863770
	Iteration 0F: 2 clusters Score -9184762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -9141771.000000 Penalty: 3623.727539
	Iteration 0F: 3 clusters Score -9141771 nChanged 32956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -9160543.000000 Penalty: 3623.727539
	Iteration 1F: 3 clusters Score -9160543 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -9161525.000000 Penalty: 3623.727539
	Iteration 2Q: 3 clusters Score -9161525 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -9162768.000000 Penalty: 3623.727539
	Iteration 3Q: 3 clusters Score -9162768 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -9164230.000000 Penalty: 3623.727539
	Iteration 4Q: 3 clusters Score -9164230 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -9165698.000000 Penalty: 3623.727539
	Iteration 5F: 3 clusters Score -9165698 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -9167420.000000 Penalty: 3623.727539
	Iteration 6F: 3 clusters Score -9167420 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9169104.000000 Penalty: 3623.727539
	Iteration 7F: 3 clusters Score -9169104 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -9170780.000000 Penalty: 3623.727539
	Iteration 8F: 3 clusters Score -9170780 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -9172339.000000 Penalty: 3623.727539
	Iteration 9Q: 3 clusters Score -9172339 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -9173715.000000 Penalty: 3623.727539
	Iteration 10Q: 3 clusters Score -9173715 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -9174857.000000 Penalty: 3623.727539
	Iteration 11Q: 3 clusters Score -9174857 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -9175909.000000 Penalty: 3623.727539
	Iteration 12Q: 3 clusters Score -9175909 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -9176732.000000 Penalty: 3623.727539
	Iteration 13Q: 3 clusters Score -9176732 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -9177210.000000 Penalty: 3623.727539
	Iteration 14Q: 3 clusters Score -9177210 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -9177512.000000 Penalty: 3623.727539
	Iteration 15Q: 3 clusters Score -9177512 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -9177767.000000 Penalty: 3623.727539
	Iteration 16Q: 3 clusters Score -9177767 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -9177967.000000 Penalty: 3623.727539
	Iteration 17Q: 3 clusters Score -9177967 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9178191.000000 Penalty: 3623.727539
	Iteration 18Q: 3 clusters Score -9178191 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -9178467.000000 Penalty: 3623.727539
	Iteration 19Q: 3 clusters Score -9178467 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -9178655.000000 Penalty: 3623.727539
	Iteration 20F: 3 clusters Score -9178655 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -9178907.000000 Penalty: 3623.727539
	Iteration 21Q: 3 clusters Score -9178907 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -9179155.000000 Penalty: 3623.727539
	Iteration 22Q: 3 clusters Score -9179155 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -9179490.000000 Penalty: 3623.727539
	Iteration 23Q: 3 clusters Score -9179490 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -9179780.000000 Penalty: 3623.727539
	Iteration 24Q: 3 clusters Score -9179780 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -9180219.000000 Penalty: 3623.727539
	Iteration 25Q: 3 clusters Score -9180219 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -9180591.000000 Penalty: 3623.727539
	Iteration 26Q: 3 clusters Score -9180591 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -9181124.000000 Penalty: 3623.727539
	Iteration 27Q: 3 clusters Score -9181124 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -9181606.000000 Penalty: 3623.727539
	Iteration 28Q: 3 clusters Score -9181606 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -9181992.000000 Penalty: 3623.727539
	Iteration 29Q: 3 clusters Score -9181992 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -9182389.000000 Penalty: 3623.727539
	Iteration 30Q: 3 clusters Score -9182389 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -9182754.000000 Penalty: 3623.727539
	Iteration 31Q: 3 clusters Score -9182754 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -9183006.000000 Penalty: 3623.727539
	Iteration 32Q: 3 clusters Score -9183006 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9183268.000000 Penalty: 3623.727539
	Iteration 33Q: 3 clusters Score -9183268 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -9183440.000000 Penalty: 3623.727539
	Iteration 34Q: 3 clusters Score -9183440 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -9183571.000000 Penalty: 3623.727539
	Iteration 35Q: 3 clusters Score -9183571 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -9183706.000000 Penalty: 3623.727539
	Iteration 36Q: 3 clusters Score -9183706 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -9183865.000000 Penalty: 3623.727539
	Iteration 37Q: 3 clusters Score -9183865 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -9183984.000000 Penalty: 3623.727539
	Iteration 38Q: 3 clusters Score -9183984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9184084.000000 Penalty: 3623.727539
	Iteration 39Q: 3 clusters Score -9184084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -9184256.000000 Penalty: 3623.727539
	Iteration 40F: 3 clusters Score -9184256 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -9184351.000000 Penalty: 3623.727539
	Iteration 41Q: 3 clusters Score -9184351 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -9184443.000000 Penalty: 3623.727539
	Iteration 42Q: 3 clusters Score -9184443 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -9184476.000000 Penalty: 3623.727539
	Iteration 43Q: 3 clusters Score -9184476 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9184523.000000 Penalty: 3623.727539
	Iteration 44Q: 3 clusters Score -9184523 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -9184553.000000 Penalty: 3623.727539
	Iteration 45Q: 3 clusters Score -9184553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9184582.000000 Penalty: 3623.727539
	Iteration 46Q: 3 clusters Score -9184582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -9184615.000000 Penalty: 3623.727539
	Iteration 47Q: 3 clusters Score -9184615 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -9184635.000000 Penalty: 3623.727539
	Iteration 48Q: 3 clusters Score -9184635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -9184642.000000 Penalty: 3623.727539
	Iteration 49Q: 3 clusters Score -9184642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -9184627.000000 Penalty: 3623.727539
	Iteration 50Q: 3 clusters Score -9184627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -9184647.000000 Penalty: 3623.727539
	Iteration 51Q: 3 clusters Score -9184647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -9184635.000000 Penalty: 3623.727539
	Iteration 52Q: 3 clusters Score -9184635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9184645.000000 Penalty: 3623.727539
	Iteration 53Q: 3 clusters Score -9184645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -9184656.000000 Penalty: 3623.727539
	Iteration 54Q: 3 clusters Score -9184656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -9184645.000000 Penalty: 3623.727539
	Iteration 55Q: 3 clusters Score -9184645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -9184649.000000 Penalty: 3623.727539
	Iteration 56Q: 3 clusters Score -9184649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -9184630.000000 Penalty: 3623.727539
	Iteration 57Q: 3 clusters Score -9184630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -9184628.000000 Penalty: 3623.727539
	Iteration 58Q: 3 clusters Score -9184628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -9184632.000000 Penalty: 3623.727539
	Iteration 59Q: 3 clusters Score -9184632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -9184630.000000 Penalty: 3623.727539
	Iteration 60F: 3 clusters Score -9184630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -9184633.000000 Penalty: 3623.727539
	Iteration 61Q: 3 clusters Score -9184633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -9184635.000000 Penalty: 3623.727539
	Iteration 62Q: 3 clusters Score -9184635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -9184640.000000 Penalty: 3623.727539
	Iteration 63Q: 3 clusters Score -9184640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -9184645.000000 Penalty: 3623.727539
	Iteration 64Q: 3 clusters Score -9184645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -9184652.000000 Penalty: 3623.727539
	Iteration 65Q: 3 clusters Score -9184652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9184649.000000 Penalty: 3623.727539
	Iteration 66Q: 3 clusters Score -9184649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -9184665.000000 Penalty: 3623.727539
	Iteration 67Q: 3 clusters Score -9184665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -9184663.000000 Penalty: 3623.727539
	Iteration 68Q: 3 clusters Score -9184663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -9184670.000000 Penalty: 3623.727539
	Iteration 69Q: 3 clusters Score -9184670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -9184666.000000 Penalty: 3623.727539
	Iteration 70Q: 3 clusters Score -9184666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -9184674.000000 Penalty: 3623.727539
	Iteration 71Q: 3 clusters Score -9184674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -9184664.000000 Penalty: 3623.727539
	Iteration 72Q: 3 clusters Score -9184664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -9184667.000000 Penalty: 3623.727539
	Iteration 73Q: 3 clusters Score -9184667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -9184655.000000 Penalty: 3623.727539
	Iteration 74Q: 3 clusters Score -9184655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -9184655.000000 Penalty: 3623.727539
	Iteration 75F: 3 clusters Score -9184655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -243166.062500 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243166.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243767.531250 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243767.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -244023.390625 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -244023.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -244245.359375 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244245.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -244416.281250 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244416.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244539.984375 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -244540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244665.812500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244665.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244772.046875 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -244818.687500 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244818.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244849.671875 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244849.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -244869.546875 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244886.843750 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244909.609375 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -244927.500000 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244939.203125 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -244939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244943.812500 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -244943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244945.546875 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -244945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244945.750000 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -244945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244946.437500 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -244946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244947.421875 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -244947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244947.421875 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -244947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Entering Unmasked Estep 
Score: -5774598.000000 Penalty: 1735.774292
	Iteration 0F: 2 clusters Score -5774598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5745460.500000 Penalty: 3471.548584
	Iteration 0F: 3 clusters Score -5745460 nChanged 20344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5756800.000000 Penalty: 3471.548584
	Iteration 1F: 3 clusters Score -5756800 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5757416.000000 Penalty: 3471.548584
	Iteration 2Q: 3 clusters Score -5757416 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5758197.000000 Penalty: 3471.548584
	Iteration 3Q: 3 clusters Score -5758197 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5759121.000000 Penalty: 3471.548584
	Iteration 4Q: 3 clusters Score -5759121 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -5760669.500000 Penalty: 3471.548584
	Iteration 5F: 3 clusters Score -5760670 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5762679.500000 Penalty: 3471.548584
	Iteration 6F: 3 clusters Score -5762680 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -5765125.500000 Penalty: 3471.548584
	Iteration 7F: 3 clusters Score -5765126 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5767457.500000 Penalty: 3471.548584
	Iteration 8F: 3 clusters Score -5767458 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5769399.500000 Penalty: 3471.548584
	Iteration 9Q: 3 clusters Score -5769400 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5770684.500000 Penalty: 3471.548584
	Iteration 10Q: 3 clusters Score -5770684 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5771445.500000 Penalty: 3471.548584
	Iteration 11Q: 3 clusters Score -5771446 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5771972.000000 Penalty: 3471.548584
	Iteration 12Q: 3 clusters Score -5771972 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -5772302.000000 Penalty: 3471.548584
	Iteration 13Q: 3 clusters Score -5772302 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5772482.000000 Penalty: 3471.548584
	Iteration 14Q: 3 clusters Score -5772482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -5772616.000000 Penalty: 3471.548584
	Iteration 15Q: 3 clusters Score -5772616 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5772696.500000 Penalty: 3471.548584
	Iteration 16Q: 3 clusters Score -5772696 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5772788.500000 Penalty: 3471.548584
	Iteration 17Q: 3 clusters Score -5772788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5772842.500000 Penalty: 3471.548584
	Iteration 18Q: 3 clusters Score -5772842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5772852.500000 Penalty: 3471.548584
	Iteration 19Q: 3 clusters Score -5772852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5772872.000000 Penalty: 3471.548584
	Iteration 20F: 3 clusters Score -5772872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5772896.500000 Penalty: 3471.548584
	Iteration 21Q: 3 clusters Score -5772896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -5772890.500000 Penalty: 3471.548584
	Iteration 22Q: 3 clusters Score -5772890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5772892.500000 Penalty: 3471.548584
	Iteration 23Q: 3 clusters Score -5772892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -5772893.000000 Penalty: 3471.548584
	Iteration 24Q: 3 clusters Score -5772893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5772897.500000 Penalty: 3471.548584
	Iteration 25Q: 3 clusters Score -5772898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5772895.000000 Penalty: 3471.548584
	Iteration 26Q: 3 clusters Score -5772895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5772909.500000 Penalty: 3471.548584
	Iteration 27Q: 3 clusters Score -5772910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5772911.000000 Penalty: 3471.548584
	Iteration 28Q: 3 clusters Score -5772911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5772905.000000 Penalty: 3471.548584
	Iteration 29Q: 3 clusters Score -5772905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5772909.500000 Penalty: 3471.548584
	Iteration 30Q: 3 clusters Score -5772910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5772914.000000 Penalty: 3471.548584
	Iteration 31Q: 3 clusters Score -5772914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5772916.500000 Penalty: 3471.548584
	Iteration 32Q: 3 clusters Score -5772916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5772915.000000 Penalty: 3471.548584
	Iteration 33Q: 3 clusters Score -5772915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5772904.000000 Penalty: 3471.548584
	Iteration 34Q: 3 clusters Score -5772904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5772905.500000 Penalty: 3471.548584
	Iteration 35Q: 3 clusters Score -5772906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5772907.000000 Penalty: 3471.548584
	Iteration 36Q: 3 clusters Score -5772907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5772905.000000 Penalty: 3471.548584
	Iteration 37Q: 3 clusters Score -5772905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5772903.500000 Penalty: 3471.548584
	Iteration 38Q: 3 clusters Score -5772904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5772906.000000 Penalty: 3471.548584
	Iteration 39Q: 3 clusters Score -5772906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -5772910.500000 Penalty: 3471.548584
	Iteration 40F: 3 clusters Score -5772910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5772910.500000 Penalty: 3471.548584
	Iteration 41Q: 3 clusters Score -5772910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5772917.000000 Penalty: 3471.548584
	Iteration 42Q: 3 clusters Score -5772917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5772916.000000 Penalty: 3471.548584
	Iteration 43Q: 3 clusters Score -5772916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5772916.000000 Penalty: 3471.548584
	Iteration 44F: 3 clusters Score -5772916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -642486.375000 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -642486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -638516.937500 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -638516.9 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -639649.375000 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -639649.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -639852.500000 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -639852.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -640007.187500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -640007.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -640146.875000 Penalty: 2764.624268
	Iteration 4Q: 3 clusters Score -640146.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -640279.250000 Penalty: 2764.624268
	Iteration 5Q: 3 clusters Score -640279.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -640434.687500 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -640434.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -640594.250000 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -640594.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -640786.625000 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -640786.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -640974.937500 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -640974.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -641129.625000 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -641129.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -641263.250000 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -641263.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -641357.625000 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -641357.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -641418.062500 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -641418.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -641466.062500 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -641466.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -641499.000000 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -641499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -641529.875000 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -641529.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -641557.875000 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -641557.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -641582.812500 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -641582.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -641598.187500 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -641598.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -641609.250000 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -641609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -641619.437500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -641619.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -641627.187500 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -641627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -641635.250000 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -641635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -641642.812500 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -641642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -641650.500000 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -641650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -641656.500000 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -641656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -641659.062500 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -641659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -641662.250000 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -641662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -641666.062500 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -641666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -641668.875000 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -641668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -641669.500000 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -641669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -641669.687500 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -641669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -641669.687500 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -641669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -641669.687500 Penalty: 2764.624268
	Iteration 34F: 3 clusters Score -641669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -103249.085938 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -103249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101917.773438 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -101917.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102155.296875 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -102155.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102244.039062 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -102244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102282.492188 Penalty: 2186.804199
	Iteration 3Q: 3 clusters Score -102282.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102303.554688 Penalty: 2186.804199
	Iteration 4Q: 3 clusters Score -102303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102334.859375 Penalty: 2186.804199
	Iteration 5Q: 3 clusters Score -102334.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102346.945312 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -102346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102366.906250 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -102366.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -102375.414062 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -102375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102390.515625 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -102390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102409.796875 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -102409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102421.593750 Penalty: 2186.804199
	Iteration 11Q: 3 clusters Score -102421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -102436.046875 Penalty: 2186.804199
	Iteration 12Q: 3 clusters Score -102436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102461.750000 Penalty: 2186.804199
	Iteration 13Q: 3 clusters Score -102461.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102482.242188 Penalty: 2186.804199
	Iteration 14Q: 3 clusters Score -102482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102524.203125 Penalty: 2186.804199
	Iteration 15Q: 3 clusters Score -102524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -102578.664062 Penalty: 2186.804199
	Iteration 16Q: 3 clusters Score -102578.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -102636.703125 Penalty: 2186.804199
	Iteration 17Q: 3 clusters Score -102636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102689.140625 Penalty: 2186.804199
	Iteration 18Q: 3 clusters Score -102689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102734.414062 Penalty: 2186.804199
	Iteration 19Q: 3 clusters Score -102734.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -102760.734375 Penalty: 2186.804199
	Iteration 20F: 3 clusters Score -102760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102776.796875 Penalty: 2186.804199
	Iteration 21Q: 3 clusters Score -102776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -102783.601562 Penalty: 2186.804199
	Iteration 22Q: 3 clusters Score -102783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102786.343750 Penalty: 2186.804199
	Iteration 23Q: 3 clusters Score -102786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102788.007812 Penalty: 2186.804199
	Iteration 24Q: 3 clusters Score -102788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -102788.742188 Penalty: 2186.804199
	Iteration 25Q: 3 clusters Score -102788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -102788.742188 Penalty: 2186.804199
	Iteration 26F: 3 clusters Score -102788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Entering Unmasked Estep 
Score: -2188254.250000 Penalty: 1589.207153
	Iteration 0F: 2 clusters Score -2188254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2176247.000000 Penalty: 3178.414307
	Iteration 0F: 3 clusters Score -2176247 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2181119.500000 Penalty: 3178.414307
	Iteration 1F: 3 clusters Score -2181120 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2181928.250000 Penalty: 3178.414307
	Iteration 2F: 3 clusters Score -2181928 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2182862.000000 Penalty: 3178.414307
	Iteration 3F: 3 clusters Score -2182862 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2183748.750000 Penalty: 3178.414307
	Iteration 4F: 3 clusters Score -2183749 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2184487.250000 Penalty: 3178.414307
	Iteration 5F: 3 clusters Score -2184487 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2185033.000000 Penalty: 3178.414307
	Iteration 6F: 3 clusters Score -2185033 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2185421.250000 Penalty: 3178.414307
	Iteration 7Q: 3 clusters Score -2185421 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2185700.000000 Penalty: 3178.414307
	Iteration 8Q: 3 clusters Score -2185700 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2185894.250000 Penalty: 3178.414307
	Iteration 9Q: 3 clusters Score -2185894 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2186042.750000 Penalty: 3178.414307
	Iteration 10Q: 3 clusters Score -2186043 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2186159.750000 Penalty: 3178.414307
	Iteration 11Q: 3 clusters Score -2186160 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2186257.250000 Penalty: 3178.414307
	Iteration 12Q: 3 clusters Score -2186257 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2186327.750000 Penalty: 3178.414307
	Iteration 13Q: 3 clusters Score -2186328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2186408.250000 Penalty: 3178.414307
	Iteration 14Q: 3 clusters Score -2186408 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2186470.000000 Penalty: 3178.414307
	Iteration 15Q: 3 clusters Score -2186470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2186517.000000 Penalty: 3178.414307
	Iteration 16Q: 3 clusters Score -2186517 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2186564.500000 Penalty: 3178.414307
	Iteration 17Q: 3 clusters Score -2186564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2186594.750000 Penalty: 3178.414307
	Iteration 18Q: 3 clusters Score -2186595 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2186632.500000 Penalty: 3178.414307
	Iteration 19Q: 3 clusters Score -2186632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2186670.000000 Penalty: 3178.414307
	Iteration 20F: 3 clusters Score -2186670 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2186706.000000 Penalty: 3178.414307
	Iteration 21Q: 3 clusters Score -2186706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2186750.500000 Penalty: 3178.414307
	Iteration 22Q: 3 clusters Score -2186750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2186792.500000 Penalty: 3178.414307
	Iteration 23Q: 3 clusters Score -2186792 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2186850.000000 Penalty: 3178.414307
	Iteration 24Q: 3 clusters Score -2186850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2186904.500000 Penalty: 3178.414307
	Iteration 25Q: 3 clusters Score -2186904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2186952.250000 Penalty: 3178.414307
	Iteration 26Q: 3 clusters Score -2186952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2187002.000000 Penalty: 3178.414307
	Iteration 27Q: 3 clusters Score -2187002 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2187051.250000 Penalty: 3178.414307
	Iteration 28Q: 3 clusters Score -2187051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2187108.000000 Penalty: 3178.414307
	Iteration 29Q: 3 clusters Score -2187108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2187170.750000 Penalty: 3178.414307
	Iteration 30Q: 3 clusters Score -2187171 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2187243.750000 Penalty: 3178.414307
	Iteration 31Q: 3 clusters Score -2187244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2187291.500000 Penalty: 3178.414307
	Iteration 32Q: 3 clusters Score -2187292 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2187351.250000 Penalty: 3178.414307
	Iteration 33Q: 3 clusters Score -2187351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2187396.000000 Penalty: 3178.414307
	Iteration 34Q: 3 clusters Score -2187396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2187446.500000 Penalty: 3178.414307
	Iteration 35Q: 3 clusters Score -2187446 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2187483.250000 Penalty: 3178.414307
	Iteration 36Q: 3 clusters Score -2187483 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2187524.500000 Penalty: 3178.414307
	Iteration 37Q: 3 clusters Score -2187524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2187544.000000 Penalty: 3178.414307
	Iteration 38Q: 3 clusters Score -2187544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2187571.500000 Penalty: 3178.414307
	Iteration 39Q: 3 clusters Score -2187572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2187602.750000 Penalty: 3178.414307
	Iteration 40F: 3 clusters Score -2187603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2187626.250000 Penalty: 3178.414307
	Iteration 41Q: 3 clusters Score -2187626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2187657.250000 Penalty: 3178.414307
	Iteration 42Q: 3 clusters Score -2187657 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2187684.500000 Penalty: 3178.414307
	Iteration 43Q: 3 clusters Score -2187684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2187700.750000 Penalty: 3178.414307
	Iteration 44Q: 3 clusters Score -2187701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2187720.000000 Penalty: 3178.414307
	Iteration 45Q: 3 clusters Score -2187720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2187734.250000 Penalty: 3178.414307
	Iteration 46Q: 3 clusters Score -2187734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2187753.500000 Penalty: 3178.414307
	Iteration 47Q: 3 clusters Score -2187754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2187759.750000 Penalty: 3178.414307
	Iteration 48Q: 3 clusters Score -2187760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2187768.250000 Penalty: 3178.414307
	Iteration 49Q: 3 clusters Score -2187768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2187779.750000 Penalty: 3178.414307
	Iteration 50Q: 3 clusters Score -2187780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2187797.500000 Penalty: 3178.414307
	Iteration 51Q: 3 clusters Score -2187798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2187806.250000 Penalty: 3178.414307
	Iteration 52Q: 3 clusters Score -2187806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2187815.750000 Penalty: 3178.414307
	Iteration 53Q: 3 clusters Score -2187816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2187819.750000 Penalty: 3178.414307
	Iteration 54Q: 3 clusters Score -2187820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2187834.000000 Penalty: 3178.414307
	Iteration 55Q: 3 clusters Score -2187834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2187846.500000 Penalty: 3178.414307
	Iteration 56Q: 3 clusters Score -2187846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2187858.000000 Penalty: 3178.414307
	Iteration 57Q: 3 clusters Score -2187858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2187868.000000 Penalty: 3178.414307
	Iteration 58Q: 3 clusters Score -2187868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2187880.500000 Penalty: 3178.414307
	Iteration 59Q: 3 clusters Score -2187880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2187884.250000 Penalty: 3178.414307
	Iteration 60F: 3 clusters Score -2187884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2187904.500000 Penalty: 3178.414307
	Iteration 61Q: 3 clusters Score -2187904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2187920.000000 Penalty: 3178.414307
	Iteration 62Q: 3 clusters Score -2187920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2187941.750000 Penalty: 3178.414307
	Iteration 63Q: 3 clusters Score -2187942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2187954.500000 Penalty: 3178.414307
	Iteration 64Q: 3 clusters Score -2187954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2187964.500000 Penalty: 3178.414307
	Iteration 65Q: 3 clusters Score -2187964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2187976.250000 Penalty: 3178.414307
	Iteration 66Q: 3 clusters Score -2187976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2187995.500000 Penalty: 3178.414307
	Iteration 67Q: 3 clusters Score -2187996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2188013.250000 Penalty: 3178.414307
	Iteration 68Q: 3 clusters Score -2188013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2188027.500000 Penalty: 3178.414307
	Iteration 69Q: 3 clusters Score -2188028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2188042.250000 Penalty: 3178.414307
	Iteration 70Q: 3 clusters Score -2188042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2188052.000000 Penalty: 3178.414307
	Iteration 71Q: 3 clusters Score -2188052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2188064.500000 Penalty: 3178.414307
	Iteration 72Q: 3 clusters Score -2188064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2188073.000000 Penalty: 3178.414307
	Iteration 73Q: 3 clusters Score -2188073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2188091.250000 Penalty: 3178.414307
	Iteration 74Q: 3 clusters Score -2188091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2188099.250000 Penalty: 3178.414307
	Iteration 75Q: 3 clusters Score -2188099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2188105.750000 Penalty: 3178.414307
	Iteration 76Q: 3 clusters Score -2188106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2188112.500000 Penalty: 3178.414307
	Iteration 77Q: 3 clusters Score -2188112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2188117.500000 Penalty: 3178.414307
	Iteration 78Q: 3 clusters Score -2188118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2188119.250000 Penalty: 3178.414307
	Iteration 79Q: 3 clusters Score -2188119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2188124.500000 Penalty: 3178.414307
	Iteration 80F: 3 clusters Score -2188124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2188135.500000 Penalty: 3178.414307
	Iteration 81Q: 3 clusters Score -2188136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2188143.500000 Penalty: 3178.414307
	Iteration 82Q: 3 clusters Score -2188144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2188154.000000 Penalty: 3178.414307
	Iteration 83Q: 3 clusters Score -2188154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2188153.250000 Penalty: 3178.414307
	Iteration 84Q: 3 clusters Score -2188153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2188158.000000 Penalty: 3178.414307
	Iteration 85Q: 3 clusters Score -2188158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2188155.000000 Penalty: 3178.414307
	Iteration 86Q: 3 clusters Score -2188155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2188150.250000 Penalty: 3178.414307
	Iteration 87Q: 3 clusters Score -2188150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2188153.750000 Penalty: 3178.414307
	Iteration 88Q: 3 clusters Score -2188154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2188155.500000 Penalty: 3178.414307
	Iteration 89Q: 3 clusters Score -2188156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2188160.250000 Penalty: 3178.414307
	Iteration 90Q: 3 clusters Score -2188160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2188167.000000 Penalty: 3178.414307
	Iteration 91Q: 3 clusters Score -2188167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2188169.750000 Penalty: 3178.414307
	Iteration 92Q: 3 clusters Score -2188170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2188172.000000 Penalty: 3178.414307
	Iteration 93Q: 3 clusters Score -2188172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2188178.750000 Penalty: 3178.414307
	Iteration 94Q: 3 clusters Score -2188179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2188182.500000 Penalty: 3178.414307
	Iteration 95Q: 3 clusters Score -2188182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2188185.250000 Penalty: 3178.414307
	Iteration 96Q: 3 clusters Score -2188185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2188187.000000 Penalty: 3178.414307
	Iteration 97Q: 3 clusters Score -2188187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2188188.000000 Penalty: 3178.414307
	Iteration 98Q: 3 clusters Score -2188188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2188187.000000 Penalty: 3178.414307
	Iteration 99Q: 3 clusters Score -2188187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2188190.500000 Penalty: 3178.414307
	Iteration 100F: 3 clusters Score -2188190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2188189.000000 Penalty: 3178.414307
	Iteration 101Q: 3 clusters Score -2188189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2188187.000000 Penalty: 3178.414307
	Iteration 102Q: 3 clusters Score -2188187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2188189.750000 Penalty: 3178.414307
	Iteration 103Q: 3 clusters Score -2188190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2188190.000000 Penalty: 3178.414307
	Iteration 104Q: 3 clusters Score -2188190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2188190.000000 Penalty: 3178.414307
	Iteration 105F: 3 clusters Score -2188190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Entering Unmasked Estep 
Score: -3594523.250000 Penalty: 1660.633545
	Iteration 0F: 2 clusters Score -3594523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3575974.250000 Penalty: 3321.267090
	Iteration 0F: 3 clusters Score -3575974 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3582995.750000 Penalty: 3321.267090
	Iteration 1F: 3 clusters Score -3582996 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3583581.250000 Penalty: 3321.267090
	Iteration 2F: 3 clusters Score -3583581 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3584337.000000 Penalty: 3321.267090
	Iteration 3F: 3 clusters Score -3584337 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3585229.500000 Penalty: 3321.267090
	Iteration 4F: 3 clusters Score -3585230 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3586093.250000 Penalty: 3321.267090
	Iteration 5F: 3 clusters Score -3586093 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3587006.000000 Penalty: 3321.267090
	Iteration 6F: 3 clusters Score -3587006 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3587830.500000 Penalty: 3321.267090
	Iteration 7F: 3 clusters Score -3587830 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3588620.500000 Penalty: 3321.267090
	Iteration 8Q: 3 clusters Score -3588620 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3589405.750000 Penalty: 3321.267090
	Iteration 9Q: 3 clusters Score -3589406 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3590114.750000 Penalty: 3321.267090
	Iteration 10Q: 3 clusters Score -3590115 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3590816.000000 Penalty: 3321.267090
	Iteration 11Q: 3 clusters Score -3590816 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3591434.750000 Penalty: 3321.267090
	Iteration 12Q: 3 clusters Score -3591435 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3591913.250000 Penalty: 3321.267090
	Iteration 13Q: 3 clusters Score -3591913 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3592295.250000 Penalty: 3321.267090
	Iteration 14Q: 3 clusters Score -3592295 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3592555.250000 Penalty: 3321.267090
	Iteration 15Q: 3 clusters Score -3592555 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3592708.750000 Penalty: 3321.267090
	Iteration 16Q: 3 clusters Score -3592709 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3592837.000000 Penalty: 3321.267090
	Iteration 17Q: 3 clusters Score -3592837 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3592919.750000 Penalty: 3321.267090
	Iteration 18Q: 3 clusters Score -3592920 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3592980.500000 Penalty: 3321.267090
	Iteration 19Q: 3 clusters Score -3592980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3593028.250000 Penalty: 3321.267090
	Iteration 20F: 3 clusters Score -3593028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3593070.750000 Penalty: 3321.267090
	Iteration 21Q: 3 clusters Score -3593071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3593104.000000 Penalty: 3321.267090
	Iteration 22Q: 3 clusters Score -3593104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3593122.000000 Penalty: 3321.267090
	Iteration 23Q: 3 clusters Score -3593122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3593160.500000 Penalty: 3321.267090
	Iteration 24Q: 3 clusters Score -3593160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3593189.000000 Penalty: 3321.267090
	Iteration 25Q: 3 clusters Score -3593189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3593205.000000 Penalty: 3321.267090
	Iteration 26Q: 3 clusters Score -3593205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3593223.750000 Penalty: 3321.267090
	Iteration 27Q: 3 clusters Score -3593224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3593240.500000 Penalty: 3321.267090
	Iteration 28Q: 3 clusters Score -3593240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3593259.000000 Penalty: 3321.267090
	Iteration 29Q: 3 clusters Score -3593259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3593269.000000 Penalty: 3321.267090
	Iteration 30Q: 3 clusters Score -3593269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3593273.250000 Penalty: 3321.267090
	Iteration 31Q: 3 clusters Score -3593273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3593278.500000 Penalty: 3321.267090
	Iteration 32Q: 3 clusters Score -3593278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3593294.500000 Penalty: 3321.267090
	Iteration 33Q: 3 clusters Score -3593294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3593300.250000 Penalty: 3321.267090
	Iteration 34Q: 3 clusters Score -3593300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3593315.750000 Penalty: 3321.267090
	Iteration 35Q: 3 clusters Score -3593316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3593322.500000 Penalty: 3321.267090
	Iteration 36Q: 3 clusters Score -3593322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3593325.750000 Penalty: 3321.267090
	Iteration 37Q: 3 clusters Score -3593326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3593331.750000 Penalty: 3321.267090
	Iteration 38Q: 3 clusters Score -3593332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3593337.750000 Penalty: 3321.267090
	Iteration 39Q: 3 clusters Score -3593338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3593337.500000 Penalty: 3321.267090
	Iteration 40F: 3 clusters Score -3593338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3593340.500000 Penalty: 3321.267090
	Iteration 41Q: 3 clusters Score -3593340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3593341.500000 Penalty: 3321.267090
	Iteration 42Q: 3 clusters Score -3593342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3593348.000000 Penalty: 3321.267090
	Iteration 43Q: 3 clusters Score -3593348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3593355.500000 Penalty: 3321.267090
	Iteration 44Q: 3 clusters Score -3593356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3593356.500000 Penalty: 3321.267090
	Iteration 45Q: 3 clusters Score -3593356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3593355.500000 Penalty: 3321.267090
	Iteration 46Q: 3 clusters Score -3593356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3593360.500000 Penalty: 3321.267090
	Iteration 47Q: 3 clusters Score -3593360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3593356.000000 Penalty: 3321.267090
	Iteration 48Q: 3 clusters Score -3593356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3593360.250000 Penalty: 3321.267090
	Iteration 49Q: 3 clusters Score -3593360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3593363.000000 Penalty: 3321.267090
	Iteration 50Q: 3 clusters Score -3593363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3593359.750000 Penalty: 3321.267090
	Iteration 51Q: 3 clusters Score -3593360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3593362.000000 Penalty: 3321.267090
	Iteration 52Q: 3 clusters Score -3593362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3593360.750000 Penalty: 3321.267090
	Iteration 53Q: 3 clusters Score -3593361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3593360.750000 Penalty: 3321.267090
	Iteration 54F: 3 clusters Score -3593361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Entering Unmasked Estep 
Score: -7509815.000000 Penalty: 1778.367554
	Iteration 0F: 2 clusters Score -7509815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -7474372.000000 Penalty: 3556.735107
	Iteration 0F: 3 clusters Score -7474372 nChanged 26625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -7489634.500000 Penalty: 3556.735107
	Iteration 1F: 3 clusters Score -7489634 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7490622.000000 Penalty: 3556.735107
	Iteration 2Q: 3 clusters Score -7490622 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -7491799.500000 Penalty: 3556.735107
	Iteration 3Q: 3 clusters Score -7491800 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7493448.000000 Penalty: 3556.735107
	Iteration 4F: 3 clusters Score -7493448 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -7495441.000000 Penalty: 3556.735107
	Iteration 5F: 3 clusters Score -7495441 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7498038.000000 Penalty: 3556.735107
	Iteration 6F: 3 clusters Score -7498038 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -7500641.500000 Penalty: 3556.735107
	Iteration 7F: 3 clusters Score -7500642 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -7502658.000000 Penalty: 3556.735107
	Iteration 8F: 3 clusters Score -7502658 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -7504020.500000 Penalty: 3556.735107
	Iteration 9Q: 3 clusters Score -7504020 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7504911.500000 Penalty: 3556.735107
	Iteration 10Q: 3 clusters Score -7504912 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -7505380.000000 Penalty: 3556.735107
	Iteration 11Q: 3 clusters Score -7505380 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -7505743.000000 Penalty: 3556.735107
	Iteration 12Q: 3 clusters Score -7505743 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -7505980.000000 Penalty: 3556.735107
	Iteration 13Q: 3 clusters Score -7505980 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -7506166.500000 Penalty: 3556.735107
	Iteration 14Q: 3 clusters Score -7506166 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -7506387.000000 Penalty: 3556.735107
	Iteration 15Q: 3 clusters Score -7506387 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -7506540.000000 Penalty: 3556.735107
	Iteration 16Q: 3 clusters Score -7506540 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -7506624.000000 Penalty: 3556.735107
	Iteration 17Q: 3 clusters Score -7506624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -7506716.000000 Penalty: 3556.735107
	Iteration 18Q: 3 clusters Score -7506716 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -7506819.000000 Penalty: 3556.735107
	Iteration 19Q: 3 clusters Score -7506819 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7506927.500000 Penalty: 3556.735107
	Iteration 20F: 3 clusters Score -7506928 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -7507021.500000 Penalty: 3556.735107
	Iteration 21Q: 3 clusters Score -7507022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7507098.500000 Penalty: 3556.735107
	Iteration 22Q: 3 clusters Score -7507098 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7507162.000000 Penalty: 3556.735107
	Iteration 23Q: 3 clusters Score -7507162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -7507245.500000 Penalty: 3556.735107
	Iteration 24Q: 3 clusters Score -7507246 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -7507312.500000 Penalty: 3556.735107
	Iteration 25Q: 3 clusters Score -7507312 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7507376.000000 Penalty: 3556.735107
	Iteration 26Q: 3 clusters Score -7507376 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7507470.500000 Penalty: 3556.735107
	Iteration 27Q: 3 clusters Score -7507470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7507536.500000 Penalty: 3556.735107
	Iteration 28Q: 3 clusters Score -7507536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7507588.500000 Penalty: 3556.735107
	Iteration 29Q: 3 clusters Score -7507588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7507653.000000 Penalty: 3556.735107
	Iteration 30Q: 3 clusters Score -7507653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -7507696.500000 Penalty: 3556.735107
	Iteration 31Q: 3 clusters Score -7507696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -7507733.000000 Penalty: 3556.735107
	Iteration 32Q: 3 clusters Score -7507733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7507749.500000 Penalty: 3556.735107
	Iteration 33Q: 3 clusters Score -7507750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -7507752.000000 Penalty: 3556.735107
	Iteration 34Q: 3 clusters Score -7507752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7507782.000000 Penalty: 3556.735107
	Iteration 35Q: 3 clusters Score -7507782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -7507792.000000 Penalty: 3556.735107
	Iteration 36Q: 3 clusters Score -7507792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7507807.000000 Penalty: 3556.735107
	Iteration 37Q: 3 clusters Score -7507807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7507837.500000 Penalty: 3556.735107
	Iteration 38Q: 3 clusters Score -7507838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -7507848.500000 Penalty: 3556.735107
	Iteration 39Q: 3 clusters Score -7507848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7507839.500000 Penalty: 3556.735107
	Iteration 40F: 3 clusters Score -7507840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7507873.000000 Penalty: 3556.735107
	Iteration 41Q: 3 clusters Score -7507873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -7507869.500000 Penalty: 3556.735107
	Iteration 42Q: 3 clusters Score -7507870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -7507878.000000 Penalty: 3556.735107
	Iteration 43Q: 3 clusters Score -7507878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7507879.500000 Penalty: 3556.735107
	Iteration 44Q: 3 clusters Score -7507880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -7507887.500000 Penalty: 3556.735107
	Iteration 45Q: 3 clusters Score -7507888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7507901.000000 Penalty: 3556.735107
	Iteration 46Q: 3 clusters Score -7507901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7507920.000000 Penalty: 3556.735107
	Iteration 47Q: 3 clusters Score -7507920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -7507935.000000 Penalty: 3556.735107
	Iteration 48Q: 3 clusters Score -7507935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -7507932.000000 Penalty: 3556.735107
	Iteration 49Q: 3 clusters Score -7507932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7507938.500000 Penalty: 3556.735107
	Iteration 50Q: 3 clusters Score -7507938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -7507940.500000 Penalty: 3556.735107
	Iteration 51Q: 3 clusters Score -7507940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -7507938.500000 Penalty: 3556.735107
	Iteration 52Q: 3 clusters Score -7507938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -7507959.500000 Penalty: 3556.735107
	Iteration 53Q: 3 clusters Score -7507960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -7507963.000000 Penalty: 3556.735107
	Iteration 54Q: 3 clusters Score -7507963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -7507962.000000 Penalty: 3556.735107
	Iteration 55Q: 3 clusters Score -7507962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7507960.000000 Penalty: 3556.735107
	Iteration 56Q: 3 clusters Score -7507960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7507969.000000 Penalty: 3556.735107
	Iteration 57Q: 3 clusters Score -7507969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7507962.000000 Penalty: 3556.735107
	Iteration 58Q: 3 clusters Score -7507962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7507967.000000 Penalty: 3556.735107
	Iteration 59Q: 3 clusters Score -7507967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -7507958.000000 Penalty: 3556.735107
	Iteration 60F: 3 clusters Score -7507958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1546494.125000 Penalty: 1527.023682
	Iteration 0F: 2 clusters Score -1546494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1538028.125000 Penalty: 3054.047363
	Iteration 0F: 3 clusters Score -1538028 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1540857.500000 Penalty: 3054.047363
	Iteration 1F: 3 clusters Score -1540858 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1541307.500000 Penalty: 3054.047363
	Iteration 2F: 3 clusters Score -1541308 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1541831.500000 Penalty: 3054.047363
	Iteration 3F: 3 clusters Score -1541832 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1542424.375000 Penalty: 3054.047363
	Iteration 4F: 3 clusters Score -1542424 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1543013.125000 Penalty: 3054.047363
	Iteration 5F: 3 clusters Score -1543013 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1543580.125000 Penalty: 3054.047363
	Iteration 6F: 3 clusters Score -1543580 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1544113.500000 Penalty: 3054.047363
	Iteration 7F: 3 clusters Score -1544114 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1544661.125000 Penalty: 3054.047363
	Iteration 8F: 3 clusters Score -1544661 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1545151.125000 Penalty: 3054.047363
	Iteration 9F: 3 clusters Score -1545151 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1545502.500000 Penalty: 3054.047363
	Iteration 10Q: 3 clusters Score -1545502 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1545742.750000 Penalty: 3054.047363
	Iteration 11Q: 3 clusters Score -1545743 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1545930.625000 Penalty: 3054.047363
	Iteration 12Q: 3 clusters Score -1545931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1546079.375000 Penalty: 3054.047363
	Iteration 13Q: 3 clusters Score -1546079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1546183.375000 Penalty: 3054.047363
	Iteration 14Q: 3 clusters Score -1546183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1546248.625000 Penalty: 3054.047363
	Iteration 15Q: 3 clusters Score -1546249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1546295.000000 Penalty: 3054.047363
	Iteration 16Q: 3 clusters Score -1546295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1546320.000000 Penalty: 3054.047363
	Iteration 17Q: 3 clusters Score -1546320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1546340.375000 Penalty: 3054.047363
	Iteration 18Q: 3 clusters Score -1546340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1546357.750000 Penalty: 3054.047363
	Iteration 19Q: 3 clusters Score -1546358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1546360.625000 Penalty: 3054.047363
	Iteration 20F: 3 clusters Score -1546361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1546371.750000 Penalty: 3054.047363
	Iteration 21Q: 3 clusters Score -1546372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1546376.000000 Penalty: 3054.047363
	Iteration 22Q: 3 clusters Score -1546376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1546381.750000 Penalty: 3054.047363
	Iteration 23Q: 3 clusters Score -1546382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1546384.375000 Penalty: 3054.047363
	Iteration 24Q: 3 clusters Score -1546384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1546390.750000 Penalty: 3054.047363
	Iteration 25Q: 3 clusters Score -1546391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1546394.500000 Penalty: 3054.047363
	Iteration 26Q: 3 clusters Score -1546394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1546398.000000 Penalty: 3054.047363
	Iteration 27Q: 3 clusters Score -1546398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1546397.500000 Penalty: 3054.047363
	Iteration 28Q: 3 clusters Score -1546398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1546401.500000 Penalty: 3054.047363
	Iteration 29Q: 3 clusters Score -1546402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1546401.500000 Penalty: 3054.047363
	Iteration 30Q: 3 clusters Score -1546402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1546401.500000 Penalty: 3054.047363
	Iteration 31F: 3 clusters Score -1546402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65838.320312 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65838.32 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66056.078125 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66056.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66171.460938 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66171.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66239.367188 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -66239.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66283.125000 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66283.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66309.890625 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66309.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66321.554688 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66321.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66323.007812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66323.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66323.773438 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66323.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66323.773438 Penalty: 2075.735840
	Iteration 9F: 3 clusters Score -66323.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Entering Unmasked Estep 
Score: -6266229.000000 Penalty: 1747.667480
	Iteration 0F: 2 clusters Score -6266229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -6235389.500000 Penalty: 3495.334961
	Iteration 0F: 3 clusters Score -6235390 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6248160.000000 Penalty: 3495.334961
	Iteration 1F: 3 clusters Score -6248160 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6248695.500000 Penalty: 3495.334961
	Iteration 2Q: 3 clusters Score -6248696 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -6249375.500000 Penalty: 3495.334961
	Iteration 3Q: 3 clusters Score -6249376 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -6250289.000000 Penalty: 3495.334961
	Iteration 4Q: 3 clusters Score -6250289 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6251678.000000 Penalty: 3495.334961
	Iteration 5F: 3 clusters Score -6251678 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -6253606.000000 Penalty: 3495.334961
	Iteration 6F: 3 clusters Score -6253606 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -6255818.000000 Penalty: 3495.334961
	Iteration 7F: 3 clusters Score -6255818 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6257790.000000 Penalty: 3495.334961
	Iteration 8F: 3 clusters Score -6257790 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6259017.500000 Penalty: 3495.334961
	Iteration 9Q: 3 clusters Score -6259018 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -6259607.500000 Penalty: 3495.334961
	Iteration 10Q: 3 clusters Score -6259608 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -6260089.000000 Penalty: 3495.334961
	Iteration 11Q: 3 clusters Score -6260089 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -6260463.500000 Penalty: 3495.334961
	Iteration 12Q: 3 clusters Score -6260464 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -6260793.000000 Penalty: 3495.334961
	Iteration 13Q: 3 clusters Score -6260793 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -6261118.500000 Penalty: 3495.334961
	Iteration 14Q: 3 clusters Score -6261118 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6261525.500000 Penalty: 3495.334961
	Iteration 15Q: 3 clusters Score -6261526 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6261868.000000 Penalty: 3495.334961
	Iteration 16Q: 3 clusters Score -6261868 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6262186.000000 Penalty: 3495.334961
	Iteration 17Q: 3 clusters Score -6262186 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -6262452.500000 Penalty: 3495.334961
	Iteration 18Q: 3 clusters Score -6262452 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -6262728.500000 Penalty: 3495.334961
	Iteration 19Q: 3 clusters Score -6262728 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6262990.500000 Penalty: 3495.334961
	Iteration 20F: 3 clusters Score -6262990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6263231.000000 Penalty: 3495.334961
	Iteration 21Q: 3 clusters Score -6263231 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6263418.000000 Penalty: 3495.334961
	Iteration 22Q: 3 clusters Score -6263418 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6263580.000000 Penalty: 3495.334961
	Iteration 23Q: 3 clusters Score -6263580 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6263713.500000 Penalty: 3495.334961
	Iteration 24Q: 3 clusters Score -6263714 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6263831.000000 Penalty: 3495.334961
	Iteration 25Q: 3 clusters Score -6263831 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6263939.000000 Penalty: 3495.334961
	Iteration 26Q: 3 clusters Score -6263939 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6264043.500000 Penalty: 3495.334961
	Iteration 27Q: 3 clusters Score -6264044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6264159.500000 Penalty: 3495.334961
	Iteration 28Q: 3 clusters Score -6264160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6264247.500000 Penalty: 3495.334961
	Iteration 29Q: 3 clusters Score -6264248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6264326.500000 Penalty: 3495.334961
	Iteration 30Q: 3 clusters Score -6264326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6264381.500000 Penalty: 3495.334961
	Iteration 31Q: 3 clusters Score -6264382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6264406.000000 Penalty: 3495.334961
	Iteration 32Q: 3 clusters Score -6264406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6264448.500000 Penalty: 3495.334961
	Iteration 33Q: 3 clusters Score -6264448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6264496.000000 Penalty: 3495.334961
	Iteration 34Q: 3 clusters Score -6264496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6264521.000000 Penalty: 3495.334961
	Iteration 35Q: 3 clusters Score -6264521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6264543.500000 Penalty: 3495.334961
	Iteration 36Q: 3 clusters Score -6264544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6264573.500000 Penalty: 3495.334961
	Iteration 37Q: 3 clusters Score -6264574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6264607.500000 Penalty: 3495.334961
	Iteration 38Q: 3 clusters Score -6264608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6264631.000000 Penalty: 3495.334961
	Iteration 39Q: 3 clusters Score -6264631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6264664.000000 Penalty: 3495.334961
	Iteration 40F: 3 clusters Score -6264664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6264689.500000 Penalty: 3495.334961
	Iteration 41Q: 3 clusters Score -6264690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6264703.500000 Penalty: 3495.334961
	Iteration 42Q: 3 clusters Score -6264704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6264717.500000 Penalty: 3495.334961
	Iteration 43Q: 3 clusters Score -6264718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6264738.500000 Penalty: 3495.334961
	Iteration 44Q: 3 clusters Score -6264738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6264748.500000 Penalty: 3495.334961
	Iteration 45Q: 3 clusters Score -6264748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6264762.500000 Penalty: 3495.334961
	Iteration 46Q: 3 clusters Score -6264762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6264775.500000 Penalty: 3495.334961
	Iteration 47Q: 3 clusters Score -6264776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6264784.500000 Penalty: 3495.334961
	Iteration 48Q: 3 clusters Score -6264784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6264788.500000 Penalty: 3495.334961
	Iteration 49Q: 3 clusters Score -6264788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6264780.500000 Penalty: 3495.334961
	Iteration 50Q: 3 clusters Score -6264780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6264793.000000 Penalty: 3495.334961
	Iteration 51Q: 3 clusters Score -6264793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6264793.000000 Penalty: 3495.334961
	Iteration 52Q: 3 clusters Score -6264793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6264791.000000 Penalty: 3495.334961
	Iteration 53Q: 3 clusters Score -6264791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6264791.000000 Penalty: 3495.334961
	Iteration 54Q: 3 clusters Score -6264791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6264797.000000 Penalty: 3495.334961
	Iteration 55Q: 3 clusters Score -6264797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6264796.500000 Penalty: 3495.334961
	Iteration 56Q: 3 clusters Score -6264796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6264800.000000 Penalty: 3495.334961
	Iteration 57Q: 3 clusters Score -6264800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6264800.000000 Penalty: 3495.334961
	Iteration 58F: 3 clusters Score -6264800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26606.560547 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26606.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26698.921875 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26698.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26720.388672 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -26720.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26724.576172 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -26724.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26732.080078 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26732.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26737.583984 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26737.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26741.089844 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -26741.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26752.708984 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -26752.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26753.044922 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -26753.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26753.630859 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -26753.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26753.630859 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -26753.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50652.937500 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50652.94 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51101.933594 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -51101.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51258.816406 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51258.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51325.363281 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -51325.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51377.332031 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51377.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51444.300781 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51456.441406 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51456.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51460.753906 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51460.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51461.695312 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -51461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51463.828125 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -51463.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51464.187500 Penalty: 2049.539551
	Iteration 10F: 3 clusters Score -51464.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51469.406250 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -51469.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51480.687500 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -51480.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51487.066406 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -51487.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51492.710938 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -51492.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51492.710938 Penalty: 2049.539551
	Iteration 15F: 3 clusters Score -51492.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -118314.710938 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -118314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116894.695312 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -116894.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117188.398438 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -117188.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117302.687500 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -117302.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117350.890625 Penalty: 2244.695312
	Iteration 3F: 3 clusters Score -117350.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117373.140625 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -117373.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117390.429688 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -117390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117414.984375 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -117415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117443.796875 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -117443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117466.890625 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -117466.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117502.132812 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -117502.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -117555.945312 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -117555.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117613.695312 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -117613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117637.820312 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -117637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117679.351562 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -117679.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117707.132812 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -117707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117726.148438 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -117726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117743.492188 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -117743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117774.554688 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -117774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117795.429688 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -117795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117807.421875 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -117807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117827.304688 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -117827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117856.937500 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -117856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117878.875000 Penalty: 2244.695312
	Iteration 22Q: 3 clusters Score -117878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117894.875000 Penalty: 2244.695312
	Iteration 23Q: 3 clusters Score -117894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117903.882812 Penalty: 2244.695312
	Iteration 24Q: 3 clusters Score -117903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117909.398438 Penalty: 2244.695312
	Iteration 25Q: 3 clusters Score -117909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117912.710938 Penalty: 2244.695312
	Iteration 26Q: 3 clusters Score -117912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117913.851562 Penalty: 2244.695312
	Iteration 27Q: 3 clusters Score -117913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117916.531250 Penalty: 2244.695312
	Iteration 28Q: 3 clusters Score -117916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117918.148438 Penalty: 2244.695312
	Iteration 29Q: 3 clusters Score -117918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117919.796875 Penalty: 2244.695312
	Iteration 30Q: 3 clusters Score -117919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117921.031250 Penalty: 2244.695312
	Iteration 31Q: 3 clusters Score -117921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117922.585938 Penalty: 2244.695312
	Iteration 32Q: 3 clusters Score -117922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117924.492188 Penalty: 2244.695312
	Iteration 33Q: 3 clusters Score -117924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117926.656250 Penalty: 2244.695312
	Iteration 34Q: 3 clusters Score -117926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117927.210938 Penalty: 2244.695312
	Iteration 35Q: 3 clusters Score -117927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117927.210938 Penalty: 2244.695312
	Iteration 36F: 3 clusters Score -117927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2605898.750000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605899 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2609777.500000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609778 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2610072.750000 Penalty: 3148.096191
	Iteration 2Q: 3 clusters Score -2610073 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2610362.500000 Penalty: 3148.096191
	Iteration 3Q: 3 clusters Score -2610362 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2610711.000000 Penalty: 3148.096191
	Iteration 4Q: 3 clusters Score -2610711 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2611135.000000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2611135 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2611705.500000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2611706 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2612432.750000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2612433 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2613252.000000 Penalty: 3148.096191
	Iteration 8F: 3 clusters Score -2613252 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2614026.500000 Penalty: 3148.096191
	Iteration 9F: 3 clusters Score -2614026 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2614642.000000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614642 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2615034.750000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2615035 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2615282.750000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2615283 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2615430.750000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615431 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2615514.250000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2615514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2615566.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2615566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2615610.750000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2615611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2615634.500000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2615634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2615658.000000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2615675.750000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2615688.000000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2615685.250000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2615686.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2615694.250000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2615694.250000 Penalty: 3148.096191
	Iteration 24F: 3 clusters Score -2615694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Entering Unmasked Estep 
Score: -6889132.000000 Penalty: 1763.392334
	Iteration 0F: 2 clusters Score -6889132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6854971.500000 Penalty: 3526.784668
	Iteration 0F: 3 clusters Score -6854972 nChanged 24202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6868615.500000 Penalty: 3526.784668
	Iteration 1F: 3 clusters Score -6868616 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6869046.000000 Penalty: 3526.784668
	Iteration 2Q: 3 clusters Score -6869046 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6869577.500000 Penalty: 3526.784668
	Iteration 3Q: 3 clusters Score -6869578 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -6870276.000000 Penalty: 3526.784668
	Iteration 4Q: 3 clusters Score -6870276 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6871409.000000 Penalty: 3526.784668
	Iteration 5Q: 3 clusters Score -6871409 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6873121.000000 Penalty: 3526.784668
	Iteration 6F: 3 clusters Score -6873121 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6875548.000000 Penalty: 3526.784668
	Iteration 7F: 3 clusters Score -6875548 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -6878622.500000 Penalty: 3526.784668
	Iteration 8F: 3 clusters Score -6878622 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -6881833.000000 Penalty: 3526.784668
	Iteration 9F: 3 clusters Score -6881833 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6884447.500000 Penalty: 3526.784668
	Iteration 10F: 3 clusters Score -6884448 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6886120.000000 Penalty: 3526.784668
	Iteration 11Q: 3 clusters Score -6886120 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6886861.000000 Penalty: 3526.784668
	Iteration 12Q: 3 clusters Score -6886861 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6887205.500000 Penalty: 3526.784668
	Iteration 13Q: 3 clusters Score -6887206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6887377.500000 Penalty: 3526.784668
	Iteration 14Q: 3 clusters Score -6887378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6887453.500000 Penalty: 3526.784668
	Iteration 15Q: 3 clusters Score -6887454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6887512.500000 Penalty: 3526.784668
	Iteration 16Q: 3 clusters Score -6887512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6887528.500000 Penalty: 3526.784668
	Iteration 17Q: 3 clusters Score -6887528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6887542.000000 Penalty: 3526.784668
	Iteration 18Q: 3 clusters Score -6887542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6887543.500000 Penalty: 3526.784668
	Iteration 19Q: 3 clusters Score -6887544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6887550.500000 Penalty: 3526.784668
	Iteration 20F: 3 clusters Score -6887550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6887557.500000 Penalty: 3526.784668
	Iteration 21Q: 3 clusters Score -6887558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6887556.500000 Penalty: 3526.784668
	Iteration 22Q: 3 clusters Score -6887556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6887561.500000 Penalty: 3526.784668
	Iteration 23Q: 3 clusters Score -6887562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6887561.500000 Penalty: 3526.784668
	Iteration 24F: 3 clusters Score -6887562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16016.361328 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -16016.36 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16299.145508 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16299.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16423.644531 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16423.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16530.330078 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16530.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16599.996094 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16643.173828 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16643.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16652.201172 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16656.791016 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16656.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16656.791016 Penalty: 1886.668823
	Iteration 8F: 3 clusters Score -16656.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23866.292969 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23866.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23974.330078 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -23974.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24027.791016 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -24027.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24070.484375 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24070.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24077.125000 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24077.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24080.019531 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24080.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24080.019531 Penalty: 1749.960938
	Iteration 6F: 3 clusters Score -24080.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -778372.750000 Penalty: 1411.764160
	Iteration 0F: 2 clusters Score -778372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -773806.187500 Penalty: 2823.528320
	Iteration 0F: 3 clusters Score -773806.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -775154.875000 Penalty: 2823.528320
	Iteration 1F: 3 clusters Score -775154.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -775422.187500 Penalty: 2823.528320
	Iteration 2F: 3 clusters Score -775422.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -775688.562500 Penalty: 2823.528320
	Iteration 3F: 3 clusters Score -775688.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -775961.687500 Penalty: 2823.528320
	Iteration 4F: 3 clusters Score -775961.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -776247.062500 Penalty: 2823.528320
	Iteration 5F: 3 clusters Score -776247.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -776588.187500 Penalty: 2823.528320
	Iteration 6F: 3 clusters Score -776588.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -776920.562500 Penalty: 2823.528320
	Iteration 7F: 3 clusters Score -776920.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -777191.062500 Penalty: 2823.528320
	Iteration 8Q: 3 clusters Score -777191.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -777362.750000 Penalty: 2823.528320
	Iteration 9Q: 3 clusters Score -777362.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -777447.437500 Penalty: 2823.528320
	Iteration 10Q: 3 clusters Score -777447.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -777483.375000 Penalty: 2823.528320
	Iteration 11Q: 3 clusters Score -777483.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -777499.500000 Penalty: 2823.528320
	Iteration 12Q: 3 clusters Score -777499.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -777512.312500 Penalty: 2823.528320
	Iteration 13Q: 3 clusters Score -777512.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -777520.812500 Penalty: 2823.528320
	Iteration 14Q: 3 clusters Score -777520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -777524.375000 Penalty: 2823.528320
	Iteration 15Q: 3 clusters Score -777524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -777530.687500 Penalty: 2823.528320
	Iteration 16Q: 3 clusters Score -777530.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -777545.250000 Penalty: 2823.528320
	Iteration 17Q: 3 clusters Score -777545.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -777561.250000 Penalty: 2823.528320
	Iteration 18Q: 3 clusters Score -777561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -777571.375000 Penalty: 2823.528320
	Iteration 19Q: 3 clusters Score -777571.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -777577.625000 Penalty: 2823.528320
	Iteration 20F: 3 clusters Score -777577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -777581.125000 Penalty: 2823.528320
	Iteration 21Q: 3 clusters Score -777581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -777587.437500 Penalty: 2823.528320
	Iteration 22Q: 3 clusters Score -777587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -777586.812500 Penalty: 2823.528320
	Iteration 23Q: 3 clusters Score -777586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -777592.562500 Penalty: 2823.528320
	Iteration 24Q: 3 clusters Score -777592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -777593.250000 Penalty: 2823.528320
	Iteration 25Q: 3 clusters Score -777593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -777594.500000 Penalty: 2823.528320
	Iteration 26Q: 3 clusters Score -777594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -777594.500000 Penalty: 2823.528320
	Iteration 27F: 3 clusters Score -777594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1257787.125000 Penalty: 1494.075928
	Iteration 0F: 2 clusters Score -1257787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1250689.500000 Penalty: 2988.151855
	Iteration 0F: 3 clusters Score -1250690 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1253169.875000 Penalty: 2988.151855
	Iteration 1F: 3 clusters Score -1253170 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1253750.500000 Penalty: 2988.151855
	Iteration 2F: 3 clusters Score -1253750 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1254269.125000 Penalty: 2988.151855
	Iteration 3F: 3 clusters Score -1254269 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1254749.250000 Penalty: 2988.151855
	Iteration 4F: 3 clusters Score -1254749 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1255100.125000 Penalty: 2988.151855
	Iteration 5F: 3 clusters Score -1255100 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1255339.500000 Penalty: 2988.151855
	Iteration 6Q: 3 clusters Score -1255340 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1255548.750000 Penalty: 2988.151855
	Iteration 7Q: 3 clusters Score -1255549 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1255731.125000 Penalty: 2988.151855
	Iteration 8Q: 3 clusters Score -1255731 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1255901.125000 Penalty: 2988.151855
	Iteration 9Q: 3 clusters Score -1255901 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1256067.750000 Penalty: 2988.151855
	Iteration 10Q: 3 clusters Score -1256068 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1256224.500000 Penalty: 2988.151855
	Iteration 11Q: 3 clusters Score -1256224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1256383.500000 Penalty: 2988.151855
	Iteration 12Q: 3 clusters Score -1256384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1256539.375000 Penalty: 2988.151855
	Iteration 13Q: 3 clusters Score -1256539 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1256692.500000 Penalty: 2988.151855
	Iteration 14Q: 3 clusters Score -1256692 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1256827.500000 Penalty: 2988.151855
	Iteration 15Q: 3 clusters Score -1256828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1256936.375000 Penalty: 2988.151855
	Iteration 16Q: 3 clusters Score -1256936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1257028.000000 Penalty: 2988.151855
	Iteration 17Q: 3 clusters Score -1257028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1257098.250000 Penalty: 2988.151855
	Iteration 18Q: 3 clusters Score -1257098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1257174.000000 Penalty: 2988.151855
	Iteration 19Q: 3 clusters Score -1257174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1257227.125000 Penalty: 2988.151855
	Iteration 20F: 3 clusters Score -1257227 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1257279.625000 Penalty: 2988.151855
	Iteration 21Q: 3 clusters Score -1257280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1257305.250000 Penalty: 2988.151855
	Iteration 22Q: 3 clusters Score -1257305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1257325.625000 Penalty: 2988.151855
	Iteration 23Q: 3 clusters Score -1257326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1257339.250000 Penalty: 2988.151855
	Iteration 24Q: 3 clusters Score -1257339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1257341.375000 Penalty: 2988.151855
	Iteration 25Q: 3 clusters Score -1257341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1257352.000000 Penalty: 2988.151855
	Iteration 26Q: 3 clusters Score -1257352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1257358.875000 Penalty: 2988.151855
	Iteration 27Q: 3 clusters Score -1257359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1257367.000000 Penalty: 2988.151855
	Iteration 28Q: 3 clusters Score -1257367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1257369.250000 Penalty: 2988.151855
	Iteration 29Q: 3 clusters Score -1257369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1257372.250000 Penalty: 2988.151855
	Iteration 30Q: 3 clusters Score -1257372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1257375.250000 Penalty: 2988.151855
	Iteration 31Q: 3 clusters Score -1257375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1257377.125000 Penalty: 2988.151855
	Iteration 32Q: 3 clusters Score -1257377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1257377.875000 Penalty: 2988.151855
	Iteration 33Q: 3 clusters Score -1257378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1257380.750000 Penalty: 2988.151855
	Iteration 34Q: 3 clusters Score -1257381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1257384.000000 Penalty: 2988.151855
	Iteration 35Q: 3 clusters Score -1257384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1257382.000000 Penalty: 2988.151855
	Iteration 36Q: 3 clusters Score -1257382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1257382.375000 Penalty: 2988.151855
	Iteration 37Q: 3 clusters Score -1257382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1257384.000000 Penalty: 2988.151855
	Iteration 38Q: 3 clusters Score -1257384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1257386.625000 Penalty: 2988.151855
	Iteration 39Q: 3 clusters Score -1257387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1257387.625000 Penalty: 2988.151855
	Iteration 40F: 3 clusters Score -1257388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1257388.500000 Penalty: 2988.151855
	Iteration 41Q: 3 clusters Score -1257388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1257389.375000 Penalty: 2988.151855
	Iteration 42Q: 3 clusters Score -1257389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1257388.250000 Penalty: 2988.151855
	Iteration 43Q: 3 clusters Score -1257388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1257388.750000 Penalty: 2988.151855
	Iteration 44Q: 3 clusters Score -1257389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1257387.375000 Penalty: 2988.151855
	Iteration 45Q: 3 clusters Score -1257387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1257387.375000 Penalty: 2988.151855
	Iteration 46F: 3 clusters Score -1257387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Entering Unmasked Estep 
Score: -3175229.750000 Penalty: 1641.975952
	Iteration 0F: 2 clusters Score -3175230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3158716.750000 Penalty: 3283.951904
	Iteration 0F: 3 clusters Score -3158717 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3164917.500000 Penalty: 3283.951904
	Iteration 1F: 3 clusters Score -3164918 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3165486.500000 Penalty: 3283.951904
	Iteration 2F: 3 clusters Score -3165486 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3166153.250000 Penalty: 3283.951904
	Iteration 3F: 3 clusters Score -3166153 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3166945.000000 Penalty: 3283.951904
	Iteration 4F: 3 clusters Score -3166945 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3167871.250000 Penalty: 3283.951904
	Iteration 5F: 3 clusters Score -3167871 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3168966.250000 Penalty: 3283.951904
	Iteration 6F: 3 clusters Score -3168966 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3170150.250000 Penalty: 3283.951904
	Iteration 7F: 3 clusters Score -3170150 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3171258.500000 Penalty: 3283.951904
	Iteration 8F: 3 clusters Score -3171258 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3172167.000000 Penalty: 3283.951904
	Iteration 9Q: 3 clusters Score -3172167 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3172763.000000 Penalty: 3283.951904
	Iteration 10Q: 3 clusters Score -3172763 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3173148.250000 Penalty: 3283.951904
	Iteration 11Q: 3 clusters Score -3173148 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3173399.500000 Penalty: 3283.951904
	Iteration 12Q: 3 clusters Score -3173400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3173554.250000 Penalty: 3283.951904
	Iteration 13Q: 3 clusters Score -3173554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3173638.500000 Penalty: 3283.951904
	Iteration 14Q: 3 clusters Score -3173638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3173704.500000 Penalty: 3283.951904
	Iteration 15Q: 3 clusters Score -3173704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3173743.250000 Penalty: 3283.951904
	Iteration 16Q: 3 clusters Score -3173743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3173777.250000 Penalty: 3283.951904
	Iteration 17Q: 3 clusters Score -3173777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3173807.250000 Penalty: 3283.951904
	Iteration 18Q: 3 clusters Score -3173807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3173833.750000 Penalty: 3283.951904
	Iteration 19Q: 3 clusters Score -3173834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3173837.000000 Penalty: 3283.951904
	Iteration 20F: 3 clusters Score -3173837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3173854.250000 Penalty: 3283.951904
	Iteration 21Q: 3 clusters Score -3173854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3173861.250000 Penalty: 3283.951904
	Iteration 22Q: 3 clusters Score -3173861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3173872.750000 Penalty: 3283.951904
	Iteration 23Q: 3 clusters Score -3173873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3173874.500000 Penalty: 3283.951904
	Iteration 24Q: 3 clusters Score -3173874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3173882.250000 Penalty: 3283.951904
	Iteration 25Q: 3 clusters Score -3173882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3173891.750000 Penalty: 3283.951904
	Iteration 26Q: 3 clusters Score -3173892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3173889.250000 Penalty: 3283.951904
	Iteration 27Q: 3 clusters Score -3173889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3173888.750000 Penalty: 3283.951904
	Iteration 28Q: 3 clusters Score -3173889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3173894.000000 Penalty: 3283.951904
	Iteration 29Q: 3 clusters Score -3173894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3173899.000000 Penalty: 3283.951904
	Iteration 30Q: 3 clusters Score -3173899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3173907.250000 Penalty: 3283.951904
	Iteration 31Q: 3 clusters Score -3173907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3173905.250000 Penalty: 3283.951904
	Iteration 32Q: 3 clusters Score -3173905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3173914.250000 Penalty: 3283.951904
	Iteration 33Q: 3 clusters Score -3173914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3173917.250000 Penalty: 3283.951904
	Iteration 34Q: 3 clusters Score -3173917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3173920.750000 Penalty: 3283.951904
	Iteration 35Q: 3 clusters Score -3173921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3173926.000000 Penalty: 3283.951904
	Iteration 36Q: 3 clusters Score -3173926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3173927.500000 Penalty: 3283.951904
	Iteration 37Q: 3 clusters Score -3173928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3173930.500000 Penalty: 3283.951904
	Iteration 38Q: 3 clusters Score -3173930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3173932.000000 Penalty: 3283.951904
	Iteration 39Q: 3 clusters Score -3173932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3173940.750000 Penalty: 3283.951904
	Iteration 40F: 3 clusters Score -3173941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3173935.750000 Penalty: 3283.951904
	Iteration 41Q: 3 clusters Score -3173936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3173936.000000 Penalty: 3283.951904
	Iteration 42Q: 3 clusters Score -3173936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3173939.250000 Penalty: 3283.951904
	Iteration 43Q: 3 clusters Score -3173939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3173943.000000 Penalty: 3283.951904
	Iteration 44Q: 3 clusters Score -3173943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3173937.000000 Penalty: 3283.951904
	Iteration 45Q: 3 clusters Score -3173937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3173935.750000 Penalty: 3283.951904
	Iteration 46Q: 3 clusters Score -3173936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3173935.750000 Penalty: 3283.951904
	Iteration 47F: 3 clusters Score -3173936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -437974.000000 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -437974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -434980.687500 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -434980.7 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -435815.062500 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -435815.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -436014.093750 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -436014.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436148.031250 Penalty: 2650.119141
	Iteration 3F: 3 clusters Score -436148 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -436267.250000 Penalty: 2650.119141
	Iteration 4Q: 3 clusters Score -436267.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -436415.812500 Penalty: 2650.119141
	Iteration 5Q: 3 clusters Score -436415.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -436558.781250 Penalty: 2650.119141
	Iteration 6F: 3 clusters Score -436558.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -436683.375000 Penalty: 2650.119141
	Iteration 7Q: 3 clusters Score -436683.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -436782.437500 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -436782.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -436865.937500 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -436865.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -436929.468750 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -436929.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -436988.687500 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -436988.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -437030.968750 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -437031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -437061.531250 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -437061.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -437081.218750 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -437081.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -437096.843750 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -437096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -437108.687500 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -437108.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -437129.937500 Penalty: 2650.119141
	Iteration 17Q: 3 clusters Score -437129.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -437143.125000 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -437143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -437154.500000 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -437154.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -437166.718750 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -437166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -437174.156250 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -437174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -437183.312500 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -437183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -437186.031250 Penalty: 2650.119141
	Iteration 23Q: 3 clusters Score -437186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -437188.187500 Penalty: 2650.119141
	Iteration 24Q: 3 clusters Score -437188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -437189.718750 Penalty: 2650.119141
	Iteration 25Q: 3 clusters Score -437189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -437190.312500 Penalty: 2650.119141
	Iteration 26Q: 3 clusters Score -437190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -437191.312500 Penalty: 2650.119141
	Iteration 27Q: 3 clusters Score -437191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -437191.812500 Penalty: 2650.119141
	Iteration 28Q: 3 clusters Score -437191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -437191.812500 Penalty: 2650.119141
	Iteration 29F: 3 clusters Score -437191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41951.894531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41951.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41110.312500 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41110.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41330.050781 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41330.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41430.125000 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41430.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41455.562500 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -41455.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41485.859375 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41485.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41503.921875 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41503.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41512.875000 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41512.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41529.687500 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41529.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41535.292969 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41535.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41536.031250 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41536.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41536.031250 Penalty: 1927.116455
	Iteration 10F: 3 clusters Score -41536.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Entering Unmasked Estep 
Score: -7592225.000000 Penalty: 1777.832520
	Iteration 0F: 2 clusters Score -7592225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -7556028.000000 Penalty: 3555.665039
	Iteration 0F: 3 clusters Score -7556028 nChanged 26452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7571184.000000 Penalty: 3555.665039
	Iteration 1F: 3 clusters Score -7571184 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7571895.500000 Penalty: 3555.665039
	Iteration 2Q: 3 clusters Score -7571896 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7572709.500000 Penalty: 3555.665039
	Iteration 3Q: 3 clusters Score -7572710 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -7573963.500000 Penalty: 3555.665039
	Iteration 4Q: 3 clusters Score -7573964 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -7575683.000000 Penalty: 3555.665039
	Iteration 5F: 3 clusters Score -7575683 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -7578313.500000 Penalty: 3555.665039
	Iteration 6F: 3 clusters Score -7578314 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -7581864.000000 Penalty: 3555.665039
	Iteration 7F: 3 clusters Score -7581864 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -7584992.000000 Penalty: 3555.665039
	Iteration 8F: 3 clusters Score -7584992 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -7586558.000000 Penalty: 3555.665039
	Iteration 9F: 3 clusters Score -7586558 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -7587115.500000 Penalty: 3555.665039
	Iteration 10Q: 3 clusters Score -7587116 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -7587305.500000 Penalty: 3555.665039
	Iteration 11Q: 3 clusters Score -7587306 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7587456.500000 Penalty: 3555.665039
	Iteration 12Q: 3 clusters Score -7587456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7587585.000000 Penalty: 3555.665039
	Iteration 13Q: 3 clusters Score -7587585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -7587637.000000 Penalty: 3555.665039
	Iteration 14Q: 3 clusters Score -7587637 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7587749.500000 Penalty: 3555.665039
	Iteration 15Q: 3 clusters Score -7587750 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -7587836.000000 Penalty: 3555.665039
	Iteration 16Q: 3 clusters Score -7587836 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7587866.500000 Penalty: 3555.665039
	Iteration 17Q: 3 clusters Score -7587866 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -7587941.500000 Penalty: 3555.665039
	Iteration 18Q: 3 clusters Score -7587942 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -7587995.500000 Penalty: 3555.665039
	Iteration 19Q: 3 clusters Score -7587996 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -7588062.500000 Penalty: 3555.665039
	Iteration 20F: 3 clusters Score -7588062 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7588144.000000 Penalty: 3555.665039
	Iteration 21Q: 3 clusters Score -7588144 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -7588228.500000 Penalty: 3555.665039
	Iteration 22Q: 3 clusters Score -7588228 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -7588262.000000 Penalty: 3555.665039
	Iteration 23Q: 3 clusters Score -7588262 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7588342.500000 Penalty: 3555.665039
	Iteration 24Q: 3 clusters Score -7588342 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7588383.000000 Penalty: 3555.665039
	Iteration 25Q: 3 clusters Score -7588383 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7588461.000000 Penalty: 3555.665039
	Iteration 26Q: 3 clusters Score -7588461 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7588498.500000 Penalty: 3555.665039
	Iteration 27Q: 3 clusters Score -7588498 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -7588599.000000 Penalty: 3555.665039
	Iteration 28Q: 3 clusters Score -7588599 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7588722.000000 Penalty: 3555.665039
	Iteration 29Q: 3 clusters Score -7588722 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7588821.000000 Penalty: 3555.665039
	Iteration 30Q: 3 clusters Score -7588821 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7588890.000000 Penalty: 3555.665039
	Iteration 31Q: 3 clusters Score -7588890 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -7588998.000000 Penalty: 3555.665039
	Iteration 32Q: 3 clusters Score -7588998 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -7589161.000000 Penalty: 3555.665039
	Iteration 33Q: 3 clusters Score -7589161 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -7589319.000000 Penalty: 3555.665039
	Iteration 34Q: 3 clusters Score -7589319 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -7589426.000000 Penalty: 3555.665039
	Iteration 35Q: 3 clusters Score -7589426 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -7589645.000000 Penalty: 3555.665039
	Iteration 36Q: 3 clusters Score -7589645 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -7589821.500000 Penalty: 3555.665039
	Iteration 37Q: 3 clusters Score -7589822 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -7589992.000000 Penalty: 3555.665039
	Iteration 38Q: 3 clusters Score -7589992 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -7590123.500000 Penalty: 3555.665039
	Iteration 39Q: 3 clusters Score -7590124 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -7590303.500000 Penalty: 3555.665039
	Iteration 40F: 3 clusters Score -7590304 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -7590495.000000 Penalty: 3555.665039
	Iteration 41Q: 3 clusters Score -7590495 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7590590.000000 Penalty: 3555.665039
	Iteration 42Q: 3 clusters Score -7590590 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -7590655.000000 Penalty: 3555.665039
	Iteration 43Q: 3 clusters Score -7590655 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7590722.500000 Penalty: 3555.665039
	Iteration 44Q: 3 clusters Score -7590722 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -7590795.000000 Penalty: 3555.665039
	Iteration 45Q: 3 clusters Score -7590795 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -7590881.000000 Penalty: 3555.665039
	Iteration 46Q: 3 clusters Score -7590881 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -7590911.000000 Penalty: 3555.665039
	Iteration 47Q: 3 clusters Score -7590911 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7590919.500000 Penalty: 3555.665039
	Iteration 48Q: 3 clusters Score -7590920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7590928.000000 Penalty: 3555.665039
	Iteration 49Q: 3 clusters Score -7590928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7590935.500000 Penalty: 3555.665039
	Iteration 50Q: 3 clusters Score -7590936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7590929.000000 Penalty: 3555.665039
	Iteration 51Q: 3 clusters Score -7590929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -7590934.000000 Penalty: 3555.665039
	Iteration 52Q: 3 clusters Score -7590934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -7590921.000000 Penalty: 3555.665039
	Iteration 53Q: 3 clusters Score -7590921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7590934.000000 Penalty: 3555.665039
	Iteration 54Q: 3 clusters Score -7590934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -7590947.500000 Penalty: 3555.665039
	Iteration 55Q: 3 clusters Score -7590948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -7590930.500000 Penalty: 3555.665039
	Iteration 56Q: 3 clusters Score -7590930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -7590922.000000 Penalty: 3555.665039
	Iteration 57Q: 3 clusters Score -7590922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -7590926.000000 Penalty: 3555.665039
	Iteration 58Q: 3 clusters Score -7590926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7590926.000000 Penalty: 3555.665039
	Iteration 59Q: 3 clusters Score -7590926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7590926.000000 Penalty: 3555.665039
	Iteration 60F: 3 clusters Score -7590926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -7590923.500000 Penalty: 3555.665039
	Iteration 61Q: 3 clusters Score -7590924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7590923.000000 Penalty: 3555.665039
	Iteration 62Q: 3 clusters Score -7590923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -7590920.500000 Penalty: 3555.665039
	Iteration 63Q: 3 clusters Score -7590920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -7590918.500000 Penalty: 3555.665039
	Iteration 64Q: 3 clusters Score -7590918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -7590921.000000 Penalty: 3555.665039
	Iteration 65Q: 3 clusters Score -7590921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -7590923.500000 Penalty: 3555.665039
	Iteration 66Q: 3 clusters Score -7590924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -7590919.000000 Penalty: 3555.665039
	Iteration 67Q: 3 clusters Score -7590919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -7590914.000000 Penalty: 3555.665039
	Iteration 68Q: 3 clusters Score -7590914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -7590910.000000 Penalty: 3555.665039
	Iteration 69Q: 3 clusters Score -7590910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -7590914.000000 Penalty: 3555.665039
	Iteration 70Q: 3 clusters Score -7590914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -7590910.500000 Penalty: 3555.665039
	Iteration 71Q: 3 clusters Score -7590910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -7590911.500000 Penalty: 3555.665039
	Iteration 72Q: 3 clusters Score -7590912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -7590911.500000 Penalty: 3555.665039
	Iteration 73F: 3 clusters Score -7590912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22567.310547 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22567.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22724.224609 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22724.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22810.802734 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -22810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22835.058594 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22835.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22868.419922 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22868.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22887.041016 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22887.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22893.876953 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22893.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22894.591797 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22894.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22894.591797 Penalty: 1798.351562
	Iteration 8F: 3 clusters Score -22894.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38293.902344 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38293.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38483.886719 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38483.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38512.195312 Penalty: 1988.381592
	Iteration 2Q: 3 clusters Score -38512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38528.218750 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -38528.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38547.554688 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38547.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38599.558594 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38599.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38654.414062 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38654.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38688.984375 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -38688.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38715.035156 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -38715.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38770.656250 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -38770.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38788.414062 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -38788.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38836.582031 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -38836.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38877.816406 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -38877.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38909.933594 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -38909.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38920.027344 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -38920.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38921.851562 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -38921.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38949.808594 Penalty: 1988.381592
	Iteration 16F: 3 clusters Score -38949.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39043.542969 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -39043.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39082.367188 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -39082.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39094.351562 Penalty: 1988.381592
	Iteration 19Q: 3 clusters Score -39094.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39104.761719 Penalty: 1988.381592
	Iteration 20F: 3 clusters Score -39104.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39105.312500 Penalty: 1988.381592
	Iteration 21Q: 3 clusters Score -39105.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39105.312500 Penalty: 1988.381592
	Iteration 22F: 3 clusters Score -39105.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -223385.328125 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223385.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -223709.953125 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -223798.500000 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223798.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223845.546875 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -223870.937500 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223870.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -223896.062500 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223896.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -223910.656250 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -223910.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -223920.468750 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -223920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -223929.593750 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -223929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -223938.203125 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -223938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -223948.125000 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -223948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -223952.203125 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -223952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223959.078125 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -223959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -223964.234375 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -223964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -223966.125000 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -223966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -223967.734375 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -223967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -223968.406250 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -223968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -223970.421875 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -223970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -223973.828125 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -223973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -223974.515625 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -223974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -223976.000000 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -223976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223979.531250 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -223979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -223981.421875 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -223981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -223983.828125 Penalty: 2354.374023
	Iteration 23Q: 3 clusters Score -223983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -223985.859375 Penalty: 2354.374023
	Iteration 24Q: 3 clusters Score -223985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -223986.390625 Penalty: 2354.374023
	Iteration 25Q: 3 clusters Score -223986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -223988.421875 Penalty: 2354.374023
	Iteration 26Q: 3 clusters Score -223988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -223991.718750 Penalty: 2354.374023
	Iteration 27Q: 3 clusters Score -223991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -223998.453125 Penalty: 2354.374023
	Iteration 28Q: 3 clusters Score -223998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -224000.765625 Penalty: 2354.374023
	Iteration 29Q: 3 clusters Score -224000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -224003.171875 Penalty: 2354.374023
	Iteration 30Q: 3 clusters Score -224003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -224004.046875 Penalty: 2354.374023
	Iteration 31Q: 3 clusters Score -224004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -224005.921875 Penalty: 2354.374023
	Iteration 32Q: 3 clusters Score -224005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224007.281250 Penalty: 2354.374023
	Iteration 33Q: 3 clusters Score -224007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -224007.718750 Penalty: 2354.374023
	Iteration 34Q: 3 clusters Score -224007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -224008.000000 Penalty: 2354.374023
	Iteration 35Q: 3 clusters Score -224008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -224008.000000 Penalty: 2354.374023
	Iteration 36F: 3 clusters Score -224008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15585.379883 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15585.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15917.149414 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15917.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15974.898438 Penalty: 1813.412231
	Iteration 2Q: 3 clusters Score -15974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16019.701172 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -16019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16027.113281 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -16027.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16030.620117 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16030.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16034.053711 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16034.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16038.416992 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -16038.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16038.416992 Penalty: 1813.412231
	Iteration 8F: 3 clusters Score -16038.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111294.679688 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111294.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111636.578125 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111636.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111782.609375 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111782.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111856.726562 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -111856.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111895.484375 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111895.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111922.226562 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111943.031250 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111957.578125 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111965.468750 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111970.398438 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111977.773438 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111984.320312 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -111984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111994.242188 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -111994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112000.414062 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -112000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112003.406250 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -112003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112008.453125 Penalty: 2171.277832
	Iteration 15Q: 3 clusters Score -112008.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112010.718750 Penalty: 2171.277832
	Iteration 16Q: 3 clusters Score -112010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112015.070312 Penalty: 2171.277832
	Iteration 17Q: 3 clusters Score -112015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112017.023438 Penalty: 2171.277832
	Iteration 18Q: 3 clusters Score -112017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112021.132812 Penalty: 2171.277832
	Iteration 19Q: 3 clusters Score -112021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112022.492188 Penalty: 2171.277832
	Iteration 20F: 3 clusters Score -112022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112028.257812 Penalty: 2171.277832
	Iteration 21Q: 3 clusters Score -112028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112033.703125 Penalty: 2171.277832
	Iteration 22Q: 3 clusters Score -112033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112035.265625 Penalty: 2171.277832
	Iteration 23Q: 3 clusters Score -112035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112035.265625 Penalty: 2171.277832
	Iteration 24F: 3 clusters Score -112035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (56008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Entering Unmasked Estep 
Score: -7467225.500000 Penalty: 1776.653076
	Iteration 0F: 2 clusters Score -7467226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -7432308.500000 Penalty: 3553.306152
	Iteration 0F: 3 clusters Score -7432308 nChanged 26315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -7447510.500000 Penalty: 3553.306152
	Iteration 1F: 3 clusters Score -7447510 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -7448235.000000 Penalty: 3553.306152
	Iteration 2Q: 3 clusters Score -7448235 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -7449152.000000 Penalty: 3553.306152
	Iteration 3Q: 3 clusters Score -7449152 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -7450376.500000 Penalty: 3553.306152
	Iteration 4Q: 3 clusters Score -7450376 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7452136.500000 Penalty: 3553.306152
	Iteration 5Q: 3 clusters Score -7452136 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -7454594.500000 Penalty: 3553.306152
	Iteration 6F: 3 clusters Score -7454594 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7457396.000000 Penalty: 3553.306152
	Iteration 7F: 3 clusters Score -7457396 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -7459756.000000 Penalty: 3553.306152
	Iteration 8F: 3 clusters Score -7459756 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -7461462.500000 Penalty: 3553.306152
	Iteration 9Q: 3 clusters Score -7461462 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -7462528.000000 Penalty: 3553.306152
	Iteration 10Q: 3 clusters Score -7462528 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -7463321.500000 Penalty: 3553.306152
	Iteration 11Q: 3 clusters Score -7463322 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7463809.000000 Penalty: 3553.306152
	Iteration 12Q: 3 clusters Score -7463809 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7464162.000000 Penalty: 3553.306152
	Iteration 13Q: 3 clusters Score -7464162 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7464426.000000 Penalty: 3553.306152
	Iteration 14Q: 3 clusters Score -7464426 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7464716.000000 Penalty: 3553.306152
	Iteration 15Q: 3 clusters Score -7464716 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7464836.000000 Penalty: 3553.306152
	Iteration 16Q: 3 clusters Score -7464836 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7465001.000000 Penalty: 3553.306152
	Iteration 17Q: 3 clusters Score -7465001 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7465073.000000 Penalty: 3553.306152
	Iteration 18Q: 3 clusters Score -7465073 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7465157.000000 Penalty: 3553.306152
	Iteration 19Q: 3 clusters Score -7465157 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7465205.000000 Penalty: 3553.306152
	Iteration 20F: 3 clusters Score -7465205 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7465295.500000 Penalty: 3553.306152
	Iteration 21Q: 3 clusters Score -7465296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7465360.500000 Penalty: 3553.306152
	Iteration 22Q: 3 clusters Score -7465360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7465385.500000 Penalty: 3553.306152
	Iteration 23Q: 3 clusters Score -7465386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7465417.000000 Penalty: 3553.306152
	Iteration 24Q: 3 clusters Score -7465417 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7465458.500000 Penalty: 3553.306152
	Iteration 25Q: 3 clusters Score -7465458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7465479.500000 Penalty: 3553.306152
	Iteration 26Q: 3 clusters Score -7465480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7465508.000000 Penalty: 3553.306152
	Iteration 27Q: 3 clusters Score -7465508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7465535.500000 Penalty: 3553.306152
	Iteration 28Q: 3 clusters Score -7465536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7465578.500000 Penalty: 3553.306152
	Iteration 29Q: 3 clusters Score -7465578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7465595.000000 Penalty: 3553.306152
	Iteration 30Q: 3 clusters Score -7465595 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7465630.500000 Penalty: 3553.306152
	Iteration 31Q: 3 clusters Score -7465630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7465643.000000 Penalty: 3553.306152
	Iteration 32Q: 3 clusters Score -7465643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7465647.000000 Penalty: 3553.306152
	Iteration 33Q: 3 clusters Score -7465647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7465658.000000 Penalty: 3553.306152
	Iteration 34Q: 3 clusters Score -7465658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7465657.500000 Penalty: 3553.306152
	Iteration 35Q: 3 clusters Score -7465658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7465682.500000 Penalty: 3553.306152
	Iteration 36Q: 3 clusters Score -7465682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7465698.500000 Penalty: 3553.306152
	Iteration 37Q: 3 clusters Score -7465698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7465721.000000 Penalty: 3553.306152
	Iteration 38Q: 3 clusters Score -7465721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7465714.500000 Penalty: 3553.306152
	Iteration 39Q: 3 clusters Score -7465714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7465716.500000 Penalty: 3553.306152
	Iteration 40F: 3 clusters Score -7465716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7465724.000000 Penalty: 3553.306152
	Iteration 41Q: 3 clusters Score -7465724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7465732.500000 Penalty: 3553.306152
	Iteration 42Q: 3 clusters Score -7465732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7465733.000000 Penalty: 3553.306152
	Iteration 43Q: 3 clusters Score -7465733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7465735.000000 Penalty: 3553.306152
	Iteration 44Q: 3 clusters Score -7465735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7465728.000000 Penalty: 3553.306152
	Iteration 45Q: 3 clusters Score -7465728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7465733.500000 Penalty: 3553.306152
	Iteration 46Q: 3 clusters Score -7465734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7465727.500000 Penalty: 3553.306152
	Iteration 47Q: 3 clusters Score -7465728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7465735.500000 Penalty: 3553.306152
	Iteration 48Q: 3 clusters Score -7465736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7465749.000000 Penalty: 3553.306152
	Iteration 49Q: 3 clusters Score -7465749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7465744.500000 Penalty: 3553.306152
	Iteration 50Q: 3 clusters Score -7465744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7465741.500000 Penalty: 3553.306152
	Iteration 51Q: 3 clusters Score -7465742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7465748.500000 Penalty: 3553.306152
	Iteration 52Q: 3 clusters Score -7465748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7465756.000000 Penalty: 3553.306152
	Iteration 53Q: 3 clusters Score -7465756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7465757.500000 Penalty: 3553.306152
	Iteration 54Q: 3 clusters Score -7465758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7465759.500000 Penalty: 3553.306152
	Iteration 55Q: 3 clusters Score -7465760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7465756.000000 Penalty: 3553.306152
	Iteration 56Q: 3 clusters Score -7465756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7465753.500000 Penalty: 3553.306152
	Iteration 57Q: 3 clusters Score -7465754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7465753.500000 Penalty: 3553.306152
	Iteration 58F: 3 clusters Score -7465754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40661.718750 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40661.72 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40900.542969 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40900.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40984.281250 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40984.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41011.140625 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -41011.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41012.140625 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -41012.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41012.140625 Penalty: 1922.765625
	Iteration 5F: 3 clusters Score -41012.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35760.269531 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35760.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35963.253906 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -35963.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36109.113281 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36109.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36232.117188 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -36232.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36359.460938 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -36359.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36460.792969 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36460.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36517.390625 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36517.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36618.488281 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36618.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36664.367188 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36664.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36703.519531 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -36703.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36749.210938 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -36749.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36777.035156 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -36777.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36811.628906 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -36811.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36822.996094 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -36823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36831.523438 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -36831.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36835.832031 Penalty: 1939.829956
	Iteration 15F: 3 clusters Score -36835.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36864.175781 Penalty: 1939.829956
	Iteration 16Q: 3 clusters Score -36864.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36869.839844 Penalty: 1939.829956
	Iteration 17Q: 3 clusters Score -36869.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36869.839844 Penalty: 1939.829956
	Iteration 18F: 3 clusters Score -36869.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 211 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974328.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85975352.000000 to -85974328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50447.890625 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50447.89 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50595.714844 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50595.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50642.457031 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50642.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50697.183594 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -50697.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50785.449219 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -50785.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50854.359375 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -50854.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50898.933594 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -50898.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50950.433594 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -50950.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50990.378906 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -50990.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51024.449219 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -51024.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51065.781250 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -51065.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51123.128906 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -51123.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51229.203125 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -51229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51332.902344 Penalty: 1922.765625
	Iteration 13Q: 3 clusters Score -51332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51372.582031 Penalty: 1922.765625
	Iteration 14Q: 3 clusters Score -51372.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51414.546875 Penalty: 1922.765625
	Iteration 15Q: 3 clusters Score -51414.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51437.257812 Penalty: 1922.765625
	Iteration 16Q: 3 clusters Score -51437.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51439.027344 Penalty: 1922.765625
	Iteration 17Q: 3 clusters Score -51439.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51443.515625 Penalty: 1922.765625
	Iteration 18F: 3 clusters Score -51443.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51477.414062 Penalty: 1922.765625
	Iteration 19Q: 3 clusters Score -51477.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51482.464844 Penalty: 1922.765625
	Iteration 20F: 3 clusters Score -51482.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51485.164062 Penalty: 1922.765625
	Iteration 21Q: 3 clusters Score -51485.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51486.921875 Penalty: 1922.765625
	Iteration 22Q: 3 clusters Score -51486.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51486.921875 Penalty: 1922.765625
	Iteration 23F: 3 clusters Score -51486.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 143 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974304.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85975352.000000 to -85974304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7048.771484 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7048.771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7309.112305 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7309.112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7484.517578 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -7484.518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7665.805176 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7665.805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7702.026367 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7702.026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7705.322266 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -7705.322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7706.357910 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -7706.358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7708.425781 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -7708.426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7711.687988 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -7711.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7713.338379 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -7713.338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7776.631836 Penalty: 1728.389038
	Iteration 10Q: 3 clusters Score -7776.632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7792.757324 Penalty: 1728.389038
	Iteration 11Q: 3 clusters Score -7792.757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7800.208984 Penalty: 1728.389038
	Iteration 12Q: 3 clusters Score -7800.209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7806.276367 Penalty: 1728.389038
	Iteration 13Q: 3 clusters Score -7806.276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7806.276367 Penalty: 1728.389038
	Iteration 14F: 3 clusters Score -7806.276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 71 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974176.000000 Penalty: 98007.054688
Splitting cluster 40 changes total score from -85975352.000000 to -85974176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46792.597656 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46792.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46961.699219 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -46961.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47011.539062 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47011.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47031.500000 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47039.109375 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47039.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47042.953125 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47042.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47053.515625 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47053.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47064.480469 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47064.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47067.574219 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47067.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47076.406250 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47076.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47082.984375 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47082.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47084.035156 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47084.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47084.035156 Penalty: 1924.512939
	Iteration 12F: 3 clusters Score -47084.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1085805.125000 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -1085805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1079702.250000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -1079702 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1081739.125000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -1081739 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1081993.125000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -1081993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1082165.250000 Penalty: 2933.194824
	Iteration 3Q: 3 clusters Score -1082165 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1082317.375000 Penalty: 2933.194824
	Iteration 4Q: 3 clusters Score -1082317 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1082479.125000 Penalty: 2933.194824
	Iteration 5Q: 3 clusters Score -1082479 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1082653.125000 Penalty: 2933.194824
	Iteration 6Q: 3 clusters Score -1082653 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1082832.125000 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -1082832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1083001.375000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -1083001 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1083158.000000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -1083158 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1083321.250000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -1083321 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1083469.750000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -1083470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1083616.250000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -1083616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1083738.250000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -1083738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1083833.750000 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -1083834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1083908.625000 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -1083909 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1083970.875000 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -1083971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1084018.500000 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -1084018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1084062.250000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -1084062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1084117.625000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -1084118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1084164.625000 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -1084165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1084205.875000 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -1084206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1084245.500000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -1084246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1084284.000000 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -1084284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1084316.500000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -1084316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1084338.125000 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -1084338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1084357.750000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -1084358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1084376.750000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -1084377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1084389.250000 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -1084389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1084404.250000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -1084404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1084415.500000 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -1084416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1084425.875000 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -1084426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1084431.625000 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -1084432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1084434.625000 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -1084435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1084441.375000 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -1084441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1084444.625000 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -1084445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1084449.750000 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -1084450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1084451.875000 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -1084452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1084462.875000 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -1084463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1084467.875000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -1084468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1084471.500000 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -1084472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1084478.375000 Penalty: 2933.194824
	Iteration 41Q: 3 clusters Score -1084478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1084481.750000 Penalty: 2933.194824
	Iteration 42Q: 3 clusters Score -1084482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1084488.125000 Penalty: 2933.194824
	Iteration 43Q: 3 clusters Score -1084488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1084494.125000 Penalty: 2933.194824
	Iteration 44Q: 3 clusters Score -1084494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1084498.500000 Penalty: 2933.194824
	Iteration 45Q: 3 clusters Score -1084498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1084507.500000 Penalty: 2933.194824
	Iteration 46Q: 3 clusters Score -1084508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1084513.375000 Penalty: 2933.194824
	Iteration 47Q: 3 clusters Score -1084513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1084519.250000 Penalty: 2933.194824
	Iteration 48Q: 3 clusters Score -1084519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1084533.250000 Penalty: 2933.194824
	Iteration 49Q: 3 clusters Score -1084533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1084537.875000 Penalty: 2933.194824
	Iteration 50Q: 3 clusters Score -1084538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1084547.125000 Penalty: 2933.194824
	Iteration 51Q: 3 clusters Score -1084547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1084557.625000 Penalty: 2933.194824
	Iteration 52Q: 3 clusters Score -1084558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1084565.625000 Penalty: 2933.194824
	Iteration 53Q: 3 clusters Score -1084566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1084574.250000 Penalty: 2933.194824
	Iteration 54Q: 3 clusters Score -1084574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1084580.125000 Penalty: 2933.194824
	Iteration 55Q: 3 clusters Score -1084580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1084591.375000 Penalty: 2933.194824
	Iteration 56Q: 3 clusters Score -1084591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1084601.625000 Penalty: 2933.194824
	Iteration 57Q: 3 clusters Score -1084602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1084609.500000 Penalty: 2933.194824
	Iteration 58Q: 3 clusters Score -1084610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1084616.875000 Penalty: 2933.194824
	Iteration 59Q: 3 clusters Score -1084617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1084618.625000 Penalty: 2933.194824
	Iteration 60F: 3 clusters Score -1084619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1084620.875000 Penalty: 2933.194824
	Iteration 61Q: 3 clusters Score -1084621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1084623.125000 Penalty: 2933.194824
	Iteration 62Q: 3 clusters Score -1084623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1084624.125000 Penalty: 2933.194824
	Iteration 63Q: 3 clusters Score -1084624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1084624.125000 Penalty: 2933.194824
	Iteration 64F: 3 clusters Score -1084624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28801.677734 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28801.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28916.685547 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28916.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28957.777344 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -28957.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28970.056641 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28970.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28975.732422 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28975.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28993.402344 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29003.492188 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -29003.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29006.830078 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29006.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29011.542969 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -29011.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29011.542969 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -29011.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38491.207031 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38491.21 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38803.707031 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38803.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38886.558594 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -38886.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38987.351562 Penalty: 2041.736694
	Iteration 3Q: 3 clusters Score -38987.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39058.078125 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39058.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39111.132812 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39111.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39138.847656 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39138.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39167.636719 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39167.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39197.382812 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39197.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39239.402344 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39267.984375 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39267.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39275.601562 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39284.625000 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39284.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39286.800781 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -39286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39287.414062 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -39287.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39289.550781 Penalty: 2041.736694
	Iteration 15Q: 3 clusters Score -39289.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39295.546875 Penalty: 2041.736694
	Iteration 16Q: 3 clusters Score -39295.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39296.039062 Penalty: 2041.736694
	Iteration 17Q: 3 clusters Score -39296.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39297.085938 Penalty: 2041.736694
	Iteration 18Q: 3 clusters Score -39297.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39297.589844 Penalty: 2041.736694
	Iteration 19Q: 3 clusters Score -39297.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39300.675781 Penalty: 2041.736694
	Iteration 20F: 3 clusters Score -39300.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39303.328125 Penalty: 2041.736694
	Iteration 21Q: 3 clusters Score -39303.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39303.328125 Penalty: 2041.736694
	Iteration 22F: 3 clusters Score -39303.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73031 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56602 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51619 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5930 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24452 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56416 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56008 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975344.000000 Penalty: 95829.117188
Iteration 319Q: 45 clusters Score -8.597534e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73015 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64451 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43469 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17668 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 56614 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46880 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51620 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24454 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56458 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56006 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975368.000000 Penalty: 95829.117188
Iteration 320F: 45 clusters Score -8.597537e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73004 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64464 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43419 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17657 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56614 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46891 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51630 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5935 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24454 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56484 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56010 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975320.000000 Penalty: 95829.117188
Iteration 321Q: 45 clusters Score -8.597532e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72981 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64475 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69565 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43350 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17652 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 56618 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46913 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5939 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24460 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56538 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55994 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975304.000000 Penalty: 95829.117188
Iteration 322Q: 45 clusters Score -8.59753e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72952 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64484 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69568 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43288 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17648 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56634 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46932 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51646 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5945 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24464 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56564 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55997 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975224.000000 Penalty: 95829.117188
Iteration 323Q: 45 clusters Score -8.597522e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72929 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64494 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69576 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43229 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17645 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 56644 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46950 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51652 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5945 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 24466 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56604 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55989 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975176.000000 Penalty: 95829.117188
Iteration 324Q: 45 clusters Score -8.597518e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72895 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64509 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69578 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43163 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17644 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56660 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51667 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 24466 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56656 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55980 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975272.000000 Penalty: 95829.117188
Iteration 325Q: 45 clusters Score -8.597527e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72859 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64518 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69579 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43095 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17641 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 56674 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 46972 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51672 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5951 members 
Mstep: Class 26 contains 9843 members 
Mstep: Class 27 contains 24470 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56713 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55977 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975424.000000 Penalty: 95829.117188
Iteration 326Q: 45 clusters Score -8.597542e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72804 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69581 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43045 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17642 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 56698 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47003 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51682 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5954 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24470 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56742 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55987 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975280.000000 Penalty: 95829.117188
Iteration 327Q: 45 clusters Score -8.597528e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72759 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64513 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69577 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42997 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17643 members 
Mstep: Class 13 contains 27425 members 
Mstep: Class 14 contains 56722 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47033 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51688 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5956 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 24472 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56766 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55991 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975312.000000 Penalty: 95829.117188
Iteration 328Q: 45 clusters Score -8.597531e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72716 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64519 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69577 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42951 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17641 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56742 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47070 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51691 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5962 members 
Mstep: Class 26 contains 9845 members 
Mstep: Class 27 contains 24474 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56771 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56001 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975336.000000 Penalty: 95829.117188
Iteration 329Q: 45 clusters Score -8.597534e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72647 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64520 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69584 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42909 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17638 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 56779 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47114 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51705 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 9846 members 
Mstep: Class 27 contains 24478 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56779 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55991 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975336.000000 Penalty: 95829.117188
Iteration 330Q: 45 clusters Score -8.597534e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72596 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64535 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69583 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42875 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 56809 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47127 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51715 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24482 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56799 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55984 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975272.000000 Penalty: 95829.117188
Iteration 331Q: 45 clusters Score -8.597527e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72547 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64546 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69588 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42852 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17623 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 56825 members 
Mstep: Class 15 contains 12080 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47151 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51724 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5981 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24479 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56812 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55977 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975304.000000 Penalty: 95829.117188
Iteration 332Q: 45 clusters Score -8.59753e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72496 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64547 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69586 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42802 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17621 members 
Mstep: Class 13 contains 27415 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47155 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51732 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5983 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 24476 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56858 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55990 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975208.000000 Penalty: 95829.117188
Iteration 333Q: 45 clusters Score -8.597521e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72460 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64557 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69585 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42764 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17614 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 12092 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47154 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51745 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5985 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24480 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56897 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55985 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975176.000000 Penalty: 95829.117188
Iteration 334Q: 45 clusters Score -8.597518e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72429 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64568 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69586 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42729 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17605 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 56874 members 
Mstep: Class 15 contains 12098 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47167 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51751 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 9847 members 
Mstep: Class 27 contains 24485 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56927 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55983 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975224.000000 Penalty: 95829.117188
Iteration 335Q: 45 clusters Score -8.597522e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72400 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64559 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69583 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42706 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17600 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 56876 members 
Mstep: Class 15 contains 12103 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47176 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51747 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24483 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 56979 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55984 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975360.000000 Penalty: 95829.117188
Iteration 336Q: 45 clusters Score -8.597536e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72370 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64558 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69571 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42661 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 27420 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47200 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51760 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5990 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24481 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57015 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55980 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975200.000000 Penalty: 95829.117188
Iteration 337Q: 45 clusters Score -8.59752e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72329 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64563 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69566 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42610 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17594 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 56913 members 
Mstep: Class 15 contains 12113 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47206 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51780 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5994 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24484 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57053 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55976 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975240.000000 Penalty: 95829.117188
Iteration 338Q: 45 clusters Score -8.597524e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72297 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64556 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51793 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24488 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57105 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55970 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 339Q: 45 clusters Score -8.597517e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72267 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64548 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69563 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42503 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17580 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 56945 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47233 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51799 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 24490 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57158 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55969 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975160.000000 Penalty: 95829.117188
Iteration 340F: 45 clusters Score -8.597516e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64548 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69558 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17577 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56967 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47254 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51813 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 24488 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57193 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55963 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975152.000000 Penalty: 95829.117188
Iteration 341Q: 45 clusters Score -8.597515e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72195 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64548 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42364 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17575 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 56989 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51820 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 24494 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57240 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55954 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975192.000000 Penalty: 95829.117188
Iteration 342Q: 45 clusters Score -8.597519e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72165 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64547 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69558 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42281 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 57012 members 
Mstep: Class 15 contains 12122 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47331 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51823 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6026 members 
Mstep: Class 26 contains 9850 members 
Mstep: Class 27 contains 24497 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57299 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55941 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975256.000000 Penalty: 95829.117188
Iteration 343Q: 45 clusters Score -8.597526e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72133 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64550 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42213 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17569 members 
Mstep: Class 13 contains 27425 members 
Mstep: Class 14 contains 57016 members 
Mstep: Class 15 contains 12122 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47346 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51827 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 9851 members 
Mstep: Class 27 contains 24502 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57357 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55948 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975128.000000 Penalty: 95829.117188
Iteration 344Q: 45 clusters Score -8.597513e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72105 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64561 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42156 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57018 members 
Mstep: Class 15 contains 12121 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47357 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51832 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6039 members 
Mstep: Class 26 contains 9851 members 
Mstep: Class 27 contains 24509 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57403 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55952 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 345Q: 45 clusters Score -8.597517e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72071 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64575 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69556 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42092 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 57025 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47366 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51829 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 9854 members 
Mstep: Class 27 contains 24514 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57464 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55956 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975312.000000 Penalty: 95829.117188
Iteration 346Q: 45 clusters Score -8.597531e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72029 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64581 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57041 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47377 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51837 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24519 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57514 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55950 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975416.000000 Penalty: 95829.117188
Iteration 347Q: 45 clusters Score -8.597542e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71986 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64586 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41993 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57050 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47404 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24524 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57556 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55944 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975376.000000 Penalty: 95829.117188
Iteration 348Q: 45 clusters Score -8.597538e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71946 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64603 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69563 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41953 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 57069 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47425 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51834 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24522 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57591 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55937 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975392.000000 Penalty: 95829.117188
Iteration 349Q: 45 clusters Score -8.597539e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71915 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64614 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69565 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41918 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 57080 members 
Mstep: Class 15 contains 12112 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47440 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51821 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6053 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24523 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57636 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55929 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975496.000000 Penalty: 95829.117188
Iteration 350Q: 45 clusters Score -8.59755e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71887 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64625 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41894 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17551 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 57095 members 
Mstep: Class 15 contains 12110 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47452 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51820 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57659 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55936 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975400.000000 Penalty: 95829.117188
Iteration 351Q: 45 clusters Score -8.59754e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71863 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64633 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17547 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 57097 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47470 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51819 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6051 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24520 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57671 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55947 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975392.000000 Penalty: 95829.117188
Iteration 352Q: 45 clusters Score -8.597539e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71836 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64636 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69566 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 57105 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47481 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51816 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24522 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57685 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55950 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975368.000000 Penalty: 95829.117188
Iteration 353Q: 45 clusters Score -8.597537e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71818 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64649 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69563 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17547 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47471 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51820 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 9855 members 
Mstep: Class 27 contains 24523 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57699 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55952 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975328.000000 Penalty: 95829.117188
Iteration 354Q: 45 clusters Score -8.597533e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71801 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41842 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17546 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57119 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47471 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51823 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 9855 members 
Mstep: Class 27 contains 24521 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57719 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55962 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975304.000000 Penalty: 95829.117188
Iteration 355Q: 45 clusters Score -8.59753e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71780 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64672 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41813 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17550 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 57116 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47469 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51839 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6039 members 
Mstep: Class 26 contains 9855 members 
Mstep: Class 27 contains 24520 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57752 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55957 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975208.000000 Penalty: 95829.117188
Iteration 356Q: 45 clusters Score -8.597521e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71770 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64681 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69566 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 27420 members 
Mstep: Class 14 contains 57110 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47459 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51843 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24519 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57774 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55966 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975408.000000 Penalty: 95829.117188
Iteration 357Q: 45 clusters Score -8.597541e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71746 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64682 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69571 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17559 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 57119 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47466 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51840 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24522 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57791 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55967 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975368.000000 Penalty: 95829.117188
Iteration 358Q: 45 clusters Score -8.597537e+07 nChanged 219
Entering ConstructFrom: 
Score: -85975368.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -64898.570312 Penalty: 1018.728149
	Iteration 0F: 2 clusters Score -64898.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63805.582031 Penalty: 2037.456299
	Iteration 0F: 3 clusters Score -63805.58 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63986.347656 Penalty: 2037.456299
	Iteration 1F: 3 clusters Score -63986.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64033.894531 Penalty: 2037.456299
	Iteration 2F: 3 clusters Score -64033.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64059.402344 Penalty: 2037.456299
	Iteration 3Q: 3 clusters Score -64059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64069.890625 Penalty: 2037.456299
	Iteration 4Q: 3 clusters Score -64069.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64081.613281 Penalty: 2037.456299
	Iteration 5Q: 3 clusters Score -64081.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64107.746094 Penalty: 2037.456299
	Iteration 6Q: 3 clusters Score -64107.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64131.691406 Penalty: 2037.456299
	Iteration 7Q: 3 clusters Score -64131.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64166.328125 Penalty: 2037.456299
	Iteration 8Q: 3 clusters Score -64166.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64218.843750 Penalty: 2037.456299
	Iteration 9Q: 3 clusters Score -64218.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64255.968750 Penalty: 2037.456299
	Iteration 10Q: 3 clusters Score -64255.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64276.085938 Penalty: 2037.456299
	Iteration 11Q: 3 clusters Score -64276.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64299.464844 Penalty: 2037.456299
	Iteration 12Q: 3 clusters Score -64299.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64325.457031 Penalty: 2037.456299
	Iteration 13Q: 3 clusters Score -64325.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64344.175781 Penalty: 2037.456299
	Iteration 14Q: 3 clusters Score -64344.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64359.312500 Penalty: 2037.456299
	Iteration 15Q: 3 clusters Score -64359.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64383.058594 Penalty: 2037.456299
	Iteration 16Q: 3 clusters Score -64383.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64439.777344 Penalty: 2037.456299
	Iteration 17Q: 3 clusters Score -64439.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64496.351562 Penalty: 2037.456299
	Iteration 18Q: 3 clusters Score -64496.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64562.757812 Penalty: 2037.456299
	Iteration 19Q: 3 clusters Score -64562.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64584.945312 Penalty: 2037.456299
	Iteration 20F: 3 clusters Score -64584.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64595.734375 Penalty: 2037.456299
	Iteration 21Q: 3 clusters Score -64595.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64604.871094 Penalty: 2037.456299
	Iteration 22Q: 3 clusters Score -64604.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64607.460938 Penalty: 2037.456299
	Iteration 23Q: 3 clusters Score -64607.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64607.460938 Penalty: 2037.456299
	Iteration 24F: 3 clusters Score -64607.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Entering Unmasked Estep 
Score: -9487854.000000 Penalty: 1816.839722
	Iteration 0F: 2 clusters Score -9487854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9443894.000000 Penalty: 3633.679443
	Iteration 0F: 3 clusters Score -9443894 nChanged 33893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -9463985.000000 Penalty: 3633.679443
	Iteration 1F: 3 clusters Score -9463985 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -9465140.000000 Penalty: 3633.679443
	Iteration 2Q: 3 clusters Score -9465140 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -9466817.000000 Penalty: 3633.679443
	Iteration 3Q: 3 clusters Score -9466817 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -9469173.000000 Penalty: 3633.679443
	Iteration 4F: 3 clusters Score -9469173 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -9472023.000000 Penalty: 3633.679443
	Iteration 5F: 3 clusters Score -9472023 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -9475003.000000 Penalty: 3633.679443
	Iteration 6F: 3 clusters Score -9475003 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9477584.000000 Penalty: 3633.679443
	Iteration 7F: 3 clusters Score -9477584 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -9479488.000000 Penalty: 3633.679443
	Iteration 8Q: 3 clusters Score -9479488 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9480447.000000 Penalty: 3633.679443
	Iteration 9Q: 3 clusters Score -9480447 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -9480824.000000 Penalty: 3633.679443
	Iteration 10Q: 3 clusters Score -9480824 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9480942.000000 Penalty: 3633.679443
	Iteration 11Q: 3 clusters Score -9480942 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9481038.000000 Penalty: 3633.679443
	Iteration 12Q: 3 clusters Score -9481038 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -9481144.000000 Penalty: 3633.679443
	Iteration 13Q: 3 clusters Score -9481144 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -9481187.000000 Penalty: 3633.679443
	Iteration 14Q: 3 clusters Score -9481187 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9481281.000000 Penalty: 3633.679443
	Iteration 15Q: 3 clusters Score -9481281 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -9481379.000000 Penalty: 3633.679443
	Iteration 16Q: 3 clusters Score -9481379 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9481429.000000 Penalty: 3633.679443
	Iteration 17Q: 3 clusters Score -9481429 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9481470.000000 Penalty: 3633.679443
	Iteration 18Q: 3 clusters Score -9481470 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -9481506.000000 Penalty: 3633.679443
	Iteration 19Q: 3 clusters Score -9481506 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9481596.000000 Penalty: 3633.679443
	Iteration 20F: 3 clusters Score -9481596 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -9481632.000000 Penalty: 3633.679443
	Iteration 21Q: 3 clusters Score -9481632 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -9481655.000000 Penalty: 3633.679443
	Iteration 22Q: 3 clusters Score -9481655 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9481719.000000 Penalty: 3633.679443
	Iteration 23Q: 3 clusters Score -9481719 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -9481718.000000 Penalty: 3633.679443
	Iteration 24Q: 3 clusters Score -9481718 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9481767.000000 Penalty: 3633.679443
	Iteration 25Q: 3 clusters Score -9481767 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9481797.000000 Penalty: 3633.679443
	Iteration 26Q: 3 clusters Score -9481797 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -9481832.000000 Penalty: 3633.679443
	Iteration 27Q: 3 clusters Score -9481832 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9481864.000000 Penalty: 3633.679443
	Iteration 28Q: 3 clusters Score -9481864 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9481892.000000 Penalty: 3633.679443
	Iteration 29Q: 3 clusters Score -9481892 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9481927.000000 Penalty: 3633.679443
	Iteration 30Q: 3 clusters Score -9481927 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9481913.000000 Penalty: 3633.679443
	Iteration 31Q: 3 clusters Score -9481913 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9481934.000000 Penalty: 3633.679443
	Iteration 32Q: 3 clusters Score -9481934 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9481945.000000 Penalty: 3633.679443
	Iteration 33Q: 3 clusters Score -9481945 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -9481962.000000 Penalty: 3633.679443
	Iteration 34Q: 3 clusters Score -9481962 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9481983.000000 Penalty: 3633.679443
	Iteration 35Q: 3 clusters Score -9481983 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9481940.000000 Penalty: 3633.679443
	Iteration 36Q: 3 clusters Score -9481940 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9481939.000000 Penalty: 3633.679443
	Iteration 37Q: 3 clusters Score -9481939 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9481978.000000 Penalty: 3633.679443
	Iteration 38Q: 3 clusters Score -9481978 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -9481951.000000 Penalty: 3633.679443
	Iteration 39Q: 3 clusters Score -9481951 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -9481946.000000 Penalty: 3633.679443
	Iteration 40F: 3 clusters Score -9481946 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -9481938.000000 Penalty: 3633.679443
	Iteration 41Q: 3 clusters Score -9481938 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -9481973.000000 Penalty: 3633.679443
	Iteration 42Q: 3 clusters Score -9481973 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9481983.000000 Penalty: 3633.679443
	Iteration 43Q: 3 clusters Score -9481983 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -9481969.000000 Penalty: 3633.679443
	Iteration 44Q: 3 clusters Score -9481969 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -9482001.000000 Penalty: 3633.679443
	Iteration 45Q: 3 clusters Score -9482001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -9482021.000000 Penalty: 3633.679443
	Iteration 46Q: 3 clusters Score -9482021 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -9482024.000000 Penalty: 3633.679443
	Iteration 47Q: 3 clusters Score -9482024 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -9482041.000000 Penalty: 3633.679443
	Iteration 48Q: 3 clusters Score -9482041 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -9482081.000000 Penalty: 3633.679443
	Iteration 49Q: 3 clusters Score -9482081 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -9482101.000000 Penalty: 3633.679443
	Iteration 50Q: 3 clusters Score -9482101 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -9482082.000000 Penalty: 3633.679443
	Iteration 51Q: 3 clusters Score -9482082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9482107.000000 Penalty: 3633.679443
	Iteration 52Q: 3 clusters Score -9482107 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -9482091.000000 Penalty: 3633.679443
	Iteration 53Q: 3 clusters Score -9482091 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -9482098.000000 Penalty: 3633.679443
	Iteration 54Q: 3 clusters Score -9482098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -9482078.000000 Penalty: 3633.679443
	Iteration 55Q: 3 clusters Score -9482078 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -9482060.000000 Penalty: 3633.679443
	Iteration 56Q: 3 clusters Score -9482060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9482067.000000 Penalty: 3633.679443
	Iteration 57Q: 3 clusters Score -9482067 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -9482071.000000 Penalty: 3633.679443
	Iteration 58Q: 3 clusters Score -9482071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -9482063.000000 Penalty: 3633.679443
	Iteration 59Q: 3 clusters Score -9482063 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -9482082.000000 Penalty: 3633.679443
	Iteration 60F: 3 clusters Score -9482082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -9482067.000000 Penalty: 3633.679443
	Iteration 61Q: 3 clusters Score -9482067 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9482040.000000 Penalty: 3633.679443
	Iteration 62Q: 3 clusters Score -9482040 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -9482097.000000 Penalty: 3633.679443
	Iteration 63Q: 3 clusters Score -9482097 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -9482102.000000 Penalty: 3633.679443
	Iteration 64Q: 3 clusters Score -9482102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -9482080.000000 Penalty: 3633.679443
	Iteration 65Q: 3 clusters Score -9482080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9482098.000000 Penalty: 3633.679443
	Iteration 66Q: 3 clusters Score -9482098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -9482083.000000 Penalty: 3633.679443
	Iteration 67Q: 3 clusters Score -9482083 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -9482074.000000 Penalty: 3633.679443
	Iteration 68Q: 3 clusters Score -9482074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -9482063.000000 Penalty: 3633.679443
	Iteration 69Q: 3 clusters Score -9482063 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9482081.000000 Penalty: 3633.679443
	Iteration 70Q: 3 clusters Score -9482081 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -9482066.000000 Penalty: 3633.679443
	Iteration 71Q: 3 clusters Score -9482066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -9482101.000000 Penalty: 3633.679443
	Iteration 72Q: 3 clusters Score -9482101 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -9482121.000000 Penalty: 3633.679443
	Iteration 73Q: 3 clusters Score -9482121 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9482104.000000 Penalty: 3633.679443
	Iteration 74Q: 3 clusters Score -9482104 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -9482103.000000 Penalty: 3633.679443
	Iteration 75Q: 3 clusters Score -9482103 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -9482118.000000 Penalty: 3633.679443
	Iteration 76Q: 3 clusters Score -9482118 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -9482160.000000 Penalty: 3633.679443
	Iteration 77Q: 3 clusters Score -9482160 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -9482174.000000 Penalty: 3633.679443
	Iteration 78Q: 3 clusters Score -9482174 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -9482182.000000 Penalty: 3633.679443
	Iteration 79Q: 3 clusters Score -9482182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -9482196.000000 Penalty: 3633.679443
	Iteration 80F: 3 clusters Score -9482196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -9482177.000000 Penalty: 3633.679443
	Iteration 81Q: 3 clusters Score -9482177 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -9482215.000000 Penalty: 3633.679443
	Iteration 82Q: 3 clusters Score -9482215 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -9482255.000000 Penalty: 3633.679443
	Iteration 83Q: 3 clusters Score -9482255 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -9482249.000000 Penalty: 3633.679443
	Iteration 84Q: 3 clusters Score -9482249 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -9482264.000000 Penalty: 3633.679443
	Iteration 85Q: 3 clusters Score -9482264 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -9482267.000000 Penalty: 3633.679443
	Iteration 86Q: 3 clusters Score -9482267 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -9482301.000000 Penalty: 3633.679443
	Iteration 87Q: 3 clusters Score -9482301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -9482334.000000 Penalty: 3633.679443
	Iteration 88Q: 3 clusters Score -9482334 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9482366.000000 Penalty: 3633.679443
	Iteration 89Q: 3 clusters Score -9482366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -9482372.000000 Penalty: 3633.679443
	Iteration 90Q: 3 clusters Score -9482372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -9482366.000000 Penalty: 3633.679443
	Iteration 91Q: 3 clusters Score -9482366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -9482381.000000 Penalty: 3633.679443
	Iteration 92Q: 3 clusters Score -9482381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -9482404.000000 Penalty: 3633.679443
	Iteration 93Q: 3 clusters Score -9482404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9482428.000000 Penalty: 3633.679443
	Iteration 94Q: 3 clusters Score -9482428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -9482416.000000 Penalty: 3633.679443
	Iteration 95Q: 3 clusters Score -9482416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -9482433.000000 Penalty: 3633.679443
	Iteration 96Q: 3 clusters Score -9482433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -9482456.000000 Penalty: 3633.679443
	Iteration 97Q: 3 clusters Score -9482456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -9482450.000000 Penalty: 3633.679443
	Iteration 98Q: 3 clusters Score -9482450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -9482455.000000 Penalty: 3633.679443
	Iteration 99Q: 3 clusters Score -9482455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -9482459.000000 Penalty: 3633.679443
	Iteration 100F: 3 clusters Score -9482459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9482474.000000 Penalty: 3633.679443
	Iteration 101Q: 3 clusters Score -9482474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -9482453.000000 Penalty: 3633.679443
	Iteration 102Q: 3 clusters Score -9482453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9482485.000000 Penalty: 3633.679443
	Iteration 103Q: 3 clusters Score -9482485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -9482475.000000 Penalty: 3633.679443
	Iteration 104Q: 3 clusters Score -9482475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -9482483.000000 Penalty: 3633.679443
	Iteration 105Q: 3 clusters Score -9482483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -9482485.000000 Penalty: 3633.679443
	Iteration 106Q: 3 clusters Score -9482485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -9482486.000000 Penalty: 3633.679443
	Iteration 107Q: 3 clusters Score -9482486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -9482495.000000 Penalty: 3633.679443
	Iteration 108Q: 3 clusters Score -9482495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -9482498.000000 Penalty: 3633.679443
	Iteration 109Q: 3 clusters Score -9482498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -9482496.000000 Penalty: 3633.679443
	Iteration 110Q: 3 clusters Score -9482496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -9482484.000000 Penalty: 3633.679443
	Iteration 111Q: 3 clusters Score -9482484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -9482469.000000 Penalty: 3633.679443
	Iteration 112Q: 3 clusters Score -9482469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -9482471.000000 Penalty: 3633.679443
	Iteration 113Q: 3 clusters Score -9482471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -9482466.000000 Penalty: 3633.679443
	Iteration 114Q: 3 clusters Score -9482466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9482463.000000 Penalty: 3633.679443
	Iteration 115Q: 3 clusters Score -9482463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9482458.000000 Penalty: 3633.679443
	Iteration 116Q: 3 clusters Score -9482458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -9482454.000000 Penalty: 3633.679443
	Iteration 117Q: 3 clusters Score -9482454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -9482452.000000 Penalty: 3633.679443
	Iteration 118Q: 3 clusters Score -9482452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -9482446.000000 Penalty: 3633.679443
	Iteration 119Q: 3 clusters Score -9482446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -9482463.000000 Penalty: 3633.679443
	Iteration 120F: 3 clusters Score -9482463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -9482460.000000 Penalty: 3633.679443
	Iteration 121Q: 3 clusters Score -9482460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -9482455.000000 Penalty: 3633.679443
	Iteration 122Q: 3 clusters Score -9482455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -9482461.000000 Penalty: 3633.679443
	Iteration 123Q: 3 clusters Score -9482461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9482464.000000 Penalty: 3633.679443
	Iteration 124Q: 3 clusters Score -9482464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -9482468.000000 Penalty: 3633.679443
	Iteration 125Q: 3 clusters Score -9482468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -9482477.000000 Penalty: 3633.679443
	Iteration 126Q: 3 clusters Score -9482477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -9482485.000000 Penalty: 3633.679443
	Iteration 127Q: 3 clusters Score -9482485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -9482485.000000 Penalty: 3633.679443
	Iteration 128Q: 3 clusters Score -9482485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -9482484.000000 Penalty: 3633.679443
	Iteration 129Q: 3 clusters Score -9482484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9482494.000000 Penalty: 3633.679443
	Iteration 130Q: 3 clusters Score -9482494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -9482485.000000 Penalty: 3633.679443
	Iteration 131Q: 3 clusters Score -9482485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -9482500.000000 Penalty: 3633.679443
	Iteration 132Q: 3 clusters Score -9482500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -9482497.000000 Penalty: 3633.679443
	Iteration 133Q: 3 clusters Score -9482497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -9482489.000000 Penalty: 3633.679443
	Iteration 134Q: 3 clusters Score -9482489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -9482498.000000 Penalty: 3633.679443
	Iteration 135Q: 3 clusters Score -9482498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -9482508.000000 Penalty: 3633.679443
	Iteration 136Q: 3 clusters Score -9482508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -9482508.000000 Penalty: 3633.679443
	Iteration 137Q: 3 clusters Score -9482508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 3633.679443
	Iteration 138Q: 3 clusters Score -9482516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -9482530.000000 Penalty: 3633.679443
	Iteration 139Q: 3 clusters Score -9482530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -9482518.000000 Penalty: 3633.679443
	Iteration 140F: 3 clusters Score -9482518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -9482532.000000 Penalty: 3633.679443
	Iteration 141Q: 3 clusters Score -9482532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -9482521.000000 Penalty: 3633.679443
	Iteration 142Q: 3 clusters Score -9482521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9482522.000000 Penalty: 3633.679443
	Iteration 143Q: 3 clusters Score -9482522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -9482527.000000 Penalty: 3633.679443
	Iteration 144Q: 3 clusters Score -9482527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -9482515.000000 Penalty: 3633.679443
	Iteration 145Q: 3 clusters Score -9482515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -9482519.000000 Penalty: 3633.679443
	Iteration 146Q: 3 clusters Score -9482519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -9482517.000000 Penalty: 3633.679443
	Iteration 147Q: 3 clusters Score -9482517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 3633.679443
	Iteration 148Q: 3 clusters Score -9482516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9482515.000000 Penalty: 3633.679443
	Iteration 149Q: 3 clusters Score -9482515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -9482513.000000 Penalty: 3633.679443
	Iteration 150Q: 3 clusters Score -9482513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -9482505.000000 Penalty: 3633.679443
	Iteration 151Q: 3 clusters Score -9482505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -9482512.000000 Penalty: 3633.679443
	Iteration 152Q: 3 clusters Score -9482512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 3633.679443
	Iteration 153Q: 3 clusters Score -9482516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9482506.000000 Penalty: 3633.679443
	Iteration 154Q: 3 clusters Score -9482506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -9482500.000000 Penalty: 3633.679443
	Iteration 155Q: 3 clusters Score -9482500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9482505.000000 Penalty: 3633.679443
	Iteration 156Q: 3 clusters Score -9482505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9482505.000000 Penalty: 3633.679443
	Iteration 157F: 3 clusters Score -9482505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83843.593750 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83843.59 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84329.398438 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84329.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84776.734375 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84776.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85102.406250 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -85102.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85272.343750 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -85272.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85389.507812 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -85389.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85483.757812 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85483.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85541.140625 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85541.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85566.789062 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85566.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85584.757812 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85584.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85599.781250 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85599.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85606.195312 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85612.492188 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85612.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85614.906250 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85614.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85616.195312 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85616.195312 Penalty: 2167.174072
	Iteration 15F: 3 clusters Score -85616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 443 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974776.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85975368.000000 to -85974776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69284.507812 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69284.51 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69466.984375 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69466.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69516.703125 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69516.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69563.390625 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -69563.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69622.960938 Penalty: 1935.647095
	Iteration 4F: 3 clusters Score -69622.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69673.078125 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69673.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69683.898438 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69685.898438 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69687.421875 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69687.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69687.421875 Penalty: 1935.647095
	Iteration 9F: 3 clusters Score -69687.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Entering Unmasked Estep 
Score: -8608569.000000 Penalty: 1800.053711
	Iteration 0F: 2 clusters Score -8608569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -8565757.000000 Penalty: 3600.107422
	Iteration 0F: 3 clusters Score -8565757 nChanged 30640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8583646.000000 Penalty: 3600.107422
	Iteration 1F: 3 clusters Score -8583646 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -8584423.000000 Penalty: 3600.107422
	Iteration 2Q: 3 clusters Score -8584423 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -8585373.000000 Penalty: 3600.107422
	Iteration 3Q: 3 clusters Score -8585373 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -8586619.000000 Penalty: 3600.107422
	Iteration 4Q: 3 clusters Score -8586619 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -8588474.000000 Penalty: 3600.107422
	Iteration 5F: 3 clusters Score -8588474 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -8590965.000000 Penalty: 3600.107422
	Iteration 6F: 3 clusters Score -8590965 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -8594118.000000 Penalty: 3600.107422
	Iteration 7F: 3 clusters Score -8594118 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -8596848.000000 Penalty: 3600.107422
	Iteration 8F: 3 clusters Score -8596848 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8598472.000000 Penalty: 3600.107422
	Iteration 9F: 3 clusters Score -8598472 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -8599164.000000 Penalty: 3600.107422
	Iteration 10Q: 3 clusters Score -8599164 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8599459.000000 Penalty: 3600.107422
	Iteration 11Q: 3 clusters Score -8599459 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -8599738.000000 Penalty: 3600.107422
	Iteration 12Q: 3 clusters Score -8599738 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8599984.000000 Penalty: 3600.107422
	Iteration 13Q: 3 clusters Score -8599984 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8600217.000000 Penalty: 3600.107422
	Iteration 14Q: 3 clusters Score -8600217 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -8600425.000000 Penalty: 3600.107422
	Iteration 15Q: 3 clusters Score -8600425 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8600635.000000 Penalty: 3600.107422
	Iteration 16Q: 3 clusters Score -8600635 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -8600822.000000 Penalty: 3600.107422
	Iteration 17Q: 3 clusters Score -8600822 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8600998.000000 Penalty: 3600.107422
	Iteration 18Q: 3 clusters Score -8600998 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -8601116.000000 Penalty: 3600.107422
	Iteration 19Q: 3 clusters Score -8601116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8601247.000000 Penalty: 3600.107422
	Iteration 20F: 3 clusters Score -8601247 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -8601297.000000 Penalty: 3600.107422
	Iteration 21Q: 3 clusters Score -8601297 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -8601367.000000 Penalty: 3600.107422
	Iteration 22Q: 3 clusters Score -8601367 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -8601454.000000 Penalty: 3600.107422
	Iteration 23Q: 3 clusters Score -8601454 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -8601509.000000 Penalty: 3600.107422
	Iteration 24Q: 3 clusters Score -8601509 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -8601556.000000 Penalty: 3600.107422
	Iteration 25Q: 3 clusters Score -8601556 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -8601627.000000 Penalty: 3600.107422
	Iteration 26Q: 3 clusters Score -8601627 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -8601666.000000 Penalty: 3600.107422
	Iteration 27Q: 3 clusters Score -8601666 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8601726.000000 Penalty: 3600.107422
	Iteration 28Q: 3 clusters Score -8601726 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -8601812.000000 Penalty: 3600.107422
	Iteration 29Q: 3 clusters Score -8601812 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -8601910.000000 Penalty: 3600.107422
	Iteration 30Q: 3 clusters Score -8601910 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -8601939.000000 Penalty: 3600.107422
	Iteration 31Q: 3 clusters Score -8601939 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8601960.000000 Penalty: 3600.107422
	Iteration 32Q: 3 clusters Score -8601960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8602002.000000 Penalty: 3600.107422
	Iteration 33Q: 3 clusters Score -8602002 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8602037.000000 Penalty: 3600.107422
	Iteration 34Q: 3 clusters Score -8602037 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8602117.000000 Penalty: 3600.107422
	Iteration 35Q: 3 clusters Score -8602117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -8602164.000000 Penalty: 3600.107422
	Iteration 36Q: 3 clusters Score -8602164 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8602192.000000 Penalty: 3600.107422
	Iteration 37Q: 3 clusters Score -8602192 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8602226.000000 Penalty: 3600.107422
	Iteration 38Q: 3 clusters Score -8602226 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8602282.000000 Penalty: 3600.107422
	Iteration 39Q: 3 clusters Score -8602282 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -8602339.000000 Penalty: 3600.107422
	Iteration 40F: 3 clusters Score -8602339 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8602389.000000 Penalty: 3600.107422
	Iteration 41Q: 3 clusters Score -8602389 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8602440.000000 Penalty: 3600.107422
	Iteration 42Q: 3 clusters Score -8602440 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8602473.000000 Penalty: 3600.107422
	Iteration 43Q: 3 clusters Score -8602473 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8602521.000000 Penalty: 3600.107422
	Iteration 44Q: 3 clusters Score -8602521 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8602628.000000 Penalty: 3600.107422
	Iteration 45Q: 3 clusters Score -8602628 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8602718.000000 Penalty: 3600.107422
	Iteration 46Q: 3 clusters Score -8602718 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8602786.000000 Penalty: 3600.107422
	Iteration 47Q: 3 clusters Score -8602786 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8602875.000000 Penalty: 3600.107422
	Iteration 48Q: 3 clusters Score -8602875 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -8602949.000000 Penalty: 3600.107422
	Iteration 49Q: 3 clusters Score -8602949 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -8603029.000000 Penalty: 3600.107422
	Iteration 50Q: 3 clusters Score -8603029 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -8603104.000000 Penalty: 3600.107422
	Iteration 51Q: 3 clusters Score -8603104 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -8603204.000000 Penalty: 3600.107422
	Iteration 52Q: 3 clusters Score -8603204 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -8603317.000000 Penalty: 3600.107422
	Iteration 53Q: 3 clusters Score -8603317 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -8603375.000000 Penalty: 3600.107422
	Iteration 54Q: 3 clusters Score -8603375 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -8603474.000000 Penalty: 3600.107422
	Iteration 55Q: 3 clusters Score -8603474 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -8603578.000000 Penalty: 3600.107422
	Iteration 56Q: 3 clusters Score -8603578 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -8603660.000000 Penalty: 3600.107422
	Iteration 57Q: 3 clusters Score -8603660 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -8603752.000000 Penalty: 3600.107422
	Iteration 58Q: 3 clusters Score -8603752 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -8603835.000000 Penalty: 3600.107422
	Iteration 59Q: 3 clusters Score -8603835 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -8603963.000000 Penalty: 3600.107422
	Iteration 60F: 3 clusters Score -8603963 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -8604021.000000 Penalty: 3600.107422
	Iteration 61Q: 3 clusters Score -8604021 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -8604118.000000 Penalty: 3600.107422
	Iteration 62Q: 3 clusters Score -8604118 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -8604228.000000 Penalty: 3600.107422
	Iteration 63Q: 3 clusters Score -8604228 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -8604355.000000 Penalty: 3600.107422
	Iteration 64Q: 3 clusters Score -8604355 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -8604500.000000 Penalty: 3600.107422
	Iteration 65Q: 3 clusters Score -8604500 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -8604570.000000 Penalty: 3600.107422
	Iteration 66Q: 3 clusters Score -8604570 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -8604693.000000 Penalty: 3600.107422
	Iteration 67Q: 3 clusters Score -8604693 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -8604800.000000 Penalty: 3600.107422
	Iteration 68Q: 3 clusters Score -8604800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -8604951.000000 Penalty: 3600.107422
	Iteration 69Q: 3 clusters Score -8604951 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -8605079.000000 Penalty: 3600.107422
	Iteration 70Q: 3 clusters Score -8605079 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -8605241.000000 Penalty: 3600.107422
	Iteration 71Q: 3 clusters Score -8605241 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -8605368.000000 Penalty: 3600.107422
	Iteration 72Q: 3 clusters Score -8605368 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -8605526.000000 Penalty: 3600.107422
	Iteration 73Q: 3 clusters Score -8605526 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -8605672.000000 Penalty: 3600.107422
	Iteration 74Q: 3 clusters Score -8605672 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -8605858.000000 Penalty: 3600.107422
	Iteration 75Q: 3 clusters Score -8605858 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -8606048.000000 Penalty: 3600.107422
	Iteration 76Q: 3 clusters Score -8606048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -8606192.000000 Penalty: 3600.107422
	Iteration 77Q: 3 clusters Score -8606192 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -8606336.000000 Penalty: 3600.107422
	Iteration 78Q: 3 clusters Score -8606336 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8606436.000000 Penalty: 3600.107422
	Iteration 79Q: 3 clusters Score -8606436 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -8606562.000000 Penalty: 3600.107422
	Iteration 80F: 3 clusters Score -8606562 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8606665.000000 Penalty: 3600.107422
	Iteration 81Q: 3 clusters Score -8606665 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8606826.000000 Penalty: 3600.107422
	Iteration 82Q: 3 clusters Score -8606826 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -8606952.000000 Penalty: 3600.107422
	Iteration 83Q: 3 clusters Score -8606952 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -8607036.000000 Penalty: 3600.107422
	Iteration 84Q: 3 clusters Score -8607036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -8607135.000000 Penalty: 3600.107422
	Iteration 85Q: 3 clusters Score -8607135 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8607199.000000 Penalty: 3600.107422
	Iteration 86Q: 3 clusters Score -8607199 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -8607243.000000 Penalty: 3600.107422
	Iteration 87Q: 3 clusters Score -8607243 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -8607297.000000 Penalty: 3600.107422
	Iteration 88Q: 3 clusters Score -8607297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -8607290.000000 Penalty: 3600.107422
	Iteration 89Q: 3 clusters Score -8607290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -8607290.000000 Penalty: 3600.107422
	Iteration 90Q: 3 clusters Score -8607290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8607285.000000 Penalty: 3600.107422
	Iteration 91Q: 3 clusters Score -8607285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8607279.000000 Penalty: 3600.107422
	Iteration 92Q: 3 clusters Score -8607279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8607275.000000 Penalty: 3600.107422
	Iteration 93Q: 3 clusters Score -8607275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -8607282.000000 Penalty: 3600.107422
	Iteration 94Q: 3 clusters Score -8607282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -8607290.000000 Penalty: 3600.107422
	Iteration 95Q: 3 clusters Score -8607290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -8607304.000000 Penalty: 3600.107422
	Iteration 96Q: 3 clusters Score -8607304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -8607299.000000 Penalty: 3600.107422
	Iteration 97Q: 3 clusters Score -8607299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8607299.000000 Penalty: 3600.107422
	Iteration 98Q: 3 clusters Score -8607299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -8607299.000000 Penalty: 3600.107422
	Iteration 99Q: 3 clusters Score -8607299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -8607313.000000 Penalty: 3600.107422
	Iteration 100F: 3 clusters Score -8607313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8607306.000000 Penalty: 3600.107422
	Iteration 101Q: 3 clusters Score -8607306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -8607313.000000 Penalty: 3600.107422
	Iteration 102Q: 3 clusters Score -8607313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -8607301.000000 Penalty: 3600.107422
	Iteration 103Q: 3 clusters Score -8607301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -8607306.000000 Penalty: 3600.107422
	Iteration 104Q: 3 clusters Score -8607306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -8607307.000000 Penalty: 3600.107422
	Iteration 105Q: 3 clusters Score -8607307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8607318.000000 Penalty: 3600.107422
	Iteration 106Q: 3 clusters Score -8607318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8607317.000000 Penalty: 3600.107422
	Iteration 107Q: 3 clusters Score -8607317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -8607320.000000 Penalty: 3600.107422
	Iteration 108Q: 3 clusters Score -8607320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -8607326.000000 Penalty: 3600.107422
	Iteration 109Q: 3 clusters Score -8607326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -8607317.000000 Penalty: 3600.107422
	Iteration 110Q: 3 clusters Score -8607317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -8607323.000000 Penalty: 3600.107422
	Iteration 111Q: 3 clusters Score -8607323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -8607327.000000 Penalty: 3600.107422
	Iteration 112Q: 3 clusters Score -8607327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -8607320.000000 Penalty: 3600.107422
	Iteration 113Q: 3 clusters Score -8607320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8607324.000000 Penalty: 3600.107422
	Iteration 114Q: 3 clusters Score -8607324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8607325.000000 Penalty: 3600.107422
	Iteration 115Q: 3 clusters Score -8607325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8607321.000000 Penalty: 3600.107422
	Iteration 116Q: 3 clusters Score -8607321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -8607320.000000 Penalty: 3600.107422
	Iteration 117Q: 3 clusters Score -8607320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -8607320.000000 Penalty: 3600.107422
	Iteration 118F: 3 clusters Score -8607320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16905.240234 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16905.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17104.593750 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17104.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17190.669922 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17190.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17242.197266 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -17242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17250.083984 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17250.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17257.568359 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17257.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17281.535156 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17281.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17325.498047 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17361.863281 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17361.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17439.119141 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -17439.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17467.837891 Penalty: 1852.644165
	Iteration 10Q: 3 clusters Score -17467.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17477.205078 Penalty: 1852.644165
	Iteration 11Q: 3 clusters Score -17477.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17494.902344 Penalty: 1852.644165
	Iteration 12Q: 3 clusters Score -17494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17510.962891 Penalty: 1852.644165
	Iteration 13Q: 3 clusters Score -17510.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17510.962891 Penalty: 1852.644165
	Iteration 14F: 3 clusters Score -17510.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Entering Unmasked Estep 
Score: -9185871.000000 Penalty: 1811.887085
	Iteration 0F: 2 clusters Score -9185871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -9142659.000000 Penalty: 3623.774170
	Iteration 0F: 3 clusters Score -9142659 nChanged 33015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -9161786.000000 Penalty: 3623.774170
	Iteration 1F: 3 clusters Score -9161786 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -9162743.000000 Penalty: 3623.774170
	Iteration 2Q: 3 clusters Score -9162743 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -9163828.000000 Penalty: 3623.774170
	Iteration 3Q: 3 clusters Score -9163828 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -9165064.000000 Penalty: 3623.774170
	Iteration 4Q: 3 clusters Score -9165064 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -9166505.000000 Penalty: 3623.774170
	Iteration 5Q: 3 clusters Score -9166505 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -9168506.000000 Penalty: 3623.774170
	Iteration 6F: 3 clusters Score -9168506 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -9170969.000000 Penalty: 3623.774170
	Iteration 7F: 3 clusters Score -9170969 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -9173854.000000 Penalty: 3623.774170
	Iteration 8F: 3 clusters Score -9173854 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -9176515.000000 Penalty: 3623.774170
	Iteration 9F: 3 clusters Score -9176515 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -9178647.000000 Penalty: 3623.774170
	Iteration 10Q: 3 clusters Score -9178647 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -9180132.000000 Penalty: 3623.774170
	Iteration 11Q: 3 clusters Score -9180132 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -9181053.000000 Penalty: 3623.774170
	Iteration 12Q: 3 clusters Score -9181053 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -9181706.000000 Penalty: 3623.774170
	Iteration 13Q: 3 clusters Score -9181706 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -9182260.000000 Penalty: 3623.774170
	Iteration 14Q: 3 clusters Score -9182260 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -9182835.000000 Penalty: 3623.774170
	Iteration 15Q: 3 clusters Score -9182835 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -9183355.000000 Penalty: 3623.774170
	Iteration 16Q: 3 clusters Score -9183355 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -9183905.000000 Penalty: 3623.774170
	Iteration 17Q: 3 clusters Score -9183905 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -9184360.000000 Penalty: 3623.774170
	Iteration 18Q: 3 clusters Score -9184360 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -9184746.000000 Penalty: 3623.774170
	Iteration 19Q: 3 clusters Score -9184746 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -9185061.000000 Penalty: 3623.774170
	Iteration 20F: 3 clusters Score -9185061 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9185316.000000 Penalty: 3623.774170
	Iteration 21Q: 3 clusters Score -9185316 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9185446.000000 Penalty: 3623.774170
	Iteration 22Q: 3 clusters Score -9185446 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9185561.000000 Penalty: 3623.774170
	Iteration 23Q: 3 clusters Score -9185561 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9185633.000000 Penalty: 3623.774170
	Iteration 24Q: 3 clusters Score -9185633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9185677.000000 Penalty: 3623.774170
	Iteration 25Q: 3 clusters Score -9185677 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9185727.000000 Penalty: 3623.774170
	Iteration 26Q: 3 clusters Score -9185727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9185769.000000 Penalty: 3623.774170
	Iteration 27Q: 3 clusters Score -9185769 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9185792.000000 Penalty: 3623.774170
	Iteration 28Q: 3 clusters Score -9185792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9185783.000000 Penalty: 3623.774170
	Iteration 29Q: 3 clusters Score -9185783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9185802.000000 Penalty: 3623.774170
	Iteration 30Q: 3 clusters Score -9185802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9185794.000000 Penalty: 3623.774170
	Iteration 31Q: 3 clusters Score -9185794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9185798.000000 Penalty: 3623.774170
	Iteration 32Q: 3 clusters Score -9185798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9185794.000000 Penalty: 3623.774170
	Iteration 33Q: 3 clusters Score -9185794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9185802.000000 Penalty: 3623.774170
	Iteration 34Q: 3 clusters Score -9185802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9185796.000000 Penalty: 3623.774170
	Iteration 35Q: 3 clusters Score -9185796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9185797.000000 Penalty: 3623.774170
	Iteration 36Q: 3 clusters Score -9185797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9185785.000000 Penalty: 3623.774170
	Iteration 37Q: 3 clusters Score -9185785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9185794.000000 Penalty: 3623.774170
	Iteration 38Q: 3 clusters Score -9185794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9185791.000000 Penalty: 3623.774170
	Iteration 39Q: 3 clusters Score -9185791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9185791.000000 Penalty: 3623.774170
	Iteration 40F: 3 clusters Score -9185791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9185791.000000 Penalty: 3623.774170
	Iteration 41Q: 3 clusters Score -9185791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9185798.000000 Penalty: 3623.774170
	Iteration 42Q: 3 clusters Score -9185798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9185799.000000 Penalty: 3623.774170
	Iteration 43Q: 3 clusters Score -9185799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9185792.000000 Penalty: 3623.774170
	Iteration 44Q: 3 clusters Score -9185792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9185793.000000 Penalty: 3623.774170
	Iteration 45Q: 3 clusters Score -9185793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9185788.000000 Penalty: 3623.774170
	Iteration 46Q: 3 clusters Score -9185788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9185790.000000 Penalty: 3623.774170
	Iteration 47Q: 3 clusters Score -9185790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9185785.000000 Penalty: 3623.774170
	Iteration 48Q: 3 clusters Score -9185785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9185790.000000 Penalty: 3623.774170
	Iteration 49Q: 3 clusters Score -9185790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9185783.000000 Penalty: 3623.774170
	Iteration 50Q: 3 clusters Score -9185783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9185787.000000 Penalty: 3623.774170
	Iteration 51Q: 3 clusters Score -9185787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9185787.000000 Penalty: 3623.774170
	Iteration 52Q: 3 clusters Score -9185787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9185787.000000 Penalty: 3623.774170
	Iteration 53F: 3 clusters Score -9185787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -243161.796875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243161.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -243907.765625 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243907.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -244292.718750 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -244292.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244569.359375 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244569.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -244718.890625 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244718.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244803.156250 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -244803.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244863.843750 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244863.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244897.156250 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244897.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244917.687500 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244932.953125 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244942.734375 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244944.656250 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244944.656250 Penalty: 2400.603027
	Iteration 12F: 3 clusters Score -244944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Entering Unmasked Estep 
Score: -5536683.000000 Penalty: 1728.926880
	Iteration 0F: 2 clusters Score -5536683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5508706.000000 Penalty: 3457.853760
	Iteration 0F: 3 clusters Score -5508706 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5519670.500000 Penalty: 3457.853760
	Iteration 1F: 3 clusters Score -5519670 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5520100.500000 Penalty: 3457.853760
	Iteration 2Q: 3 clusters Score -5520100 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5520587.500000 Penalty: 3457.853760
	Iteration 3Q: 3 clusters Score -5520588 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5521069.500000 Penalty: 3457.853760
	Iteration 4Q: 3 clusters Score -5521070 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5521765.000000 Penalty: 3457.853760
	Iteration 5Q: 3 clusters Score -5521765 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5522564.000000 Penalty: 3457.853760
	Iteration 6Q: 3 clusters Score -5522564 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5523781.500000 Penalty: 3457.853760
	Iteration 7Q: 3 clusters Score -5523782 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5525313.500000 Penalty: 3457.853760
	Iteration 8F: 3 clusters Score -5525314 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5527238.000000 Penalty: 3457.853760
	Iteration 9F: 3 clusters Score -5527238 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5529146.500000 Penalty: 3457.853760
	Iteration 10F: 3 clusters Score -5529146 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -5530688.000000 Penalty: 3457.853760
	Iteration 11Q: 3 clusters Score -5530688 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5531709.000000 Penalty: 3457.853760
	Iteration 12Q: 3 clusters Score -5531709 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -5532419.000000 Penalty: 3457.853760
	Iteration 13Q: 3 clusters Score -5532419 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5533147.000000 Penalty: 3457.853760
	Iteration 14Q: 3 clusters Score -5533147 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5533715.500000 Penalty: 3457.853760
	Iteration 15Q: 3 clusters Score -5533716 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5534074.000000 Penalty: 3457.853760
	Iteration 16Q: 3 clusters Score -5534074 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -5534325.500000 Penalty: 3457.853760
	Iteration 17Q: 3 clusters Score -5534326 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -5534447.000000 Penalty: 3457.853760
	Iteration 18Q: 3 clusters Score -5534447 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5534525.500000 Penalty: 3457.853760
	Iteration 19Q: 3 clusters Score -5534526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5534583.000000 Penalty: 3457.853760
	Iteration 20F: 3 clusters Score -5534583 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5534634.500000 Penalty: 3457.853760
	Iteration 21Q: 3 clusters Score -5534634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5534646.000000 Penalty: 3457.853760
	Iteration 22Q: 3 clusters Score -5534646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5534653.000000 Penalty: 3457.853760
	Iteration 23Q: 3 clusters Score -5534653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5534680.500000 Penalty: 3457.853760
	Iteration 24Q: 3 clusters Score -5534680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5534700.500000 Penalty: 3457.853760
	Iteration 25Q: 3 clusters Score -5534700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5534714.000000 Penalty: 3457.853760
	Iteration 26Q: 3 clusters Score -5534714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5534722.500000 Penalty: 3457.853760
	Iteration 27Q: 3 clusters Score -5534722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5534724.000000 Penalty: 3457.853760
	Iteration 28Q: 3 clusters Score -5534724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -5534735.500000 Penalty: 3457.853760
	Iteration 29Q: 3 clusters Score -5534736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5534738.000000 Penalty: 3457.853760
	Iteration 30Q: 3 clusters Score -5534738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -5534741.000000 Penalty: 3457.853760
	Iteration 31Q: 3 clusters Score -5534741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5534732.500000 Penalty: 3457.853760
	Iteration 32Q: 3 clusters Score -5534732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -5534727.000000 Penalty: 3457.853760
	Iteration 33Q: 3 clusters Score -5534727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5534736.000000 Penalty: 3457.853760
	Iteration 34Q: 3 clusters Score -5534736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -5534727.000000 Penalty: 3457.853760
	Iteration 35Q: 3 clusters Score -5534727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5534729.500000 Penalty: 3457.853760
	Iteration 36Q: 3 clusters Score -5534730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5534727.000000 Penalty: 3457.853760
	Iteration 37Q: 3 clusters Score -5534727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5534726.500000 Penalty: 3457.853760
	Iteration 38Q: 3 clusters Score -5534726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5534727.500000 Penalty: 3457.853760
	Iteration 39Q: 3 clusters Score -5534728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -5534727.500000 Penalty: 3457.853760
	Iteration 40F: 3 clusters Score -5534728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -5534729.500000 Penalty: 3457.853760
	Iteration 41Q: 3 clusters Score -5534730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -5534718.000000 Penalty: 3457.853760
	Iteration 42Q: 3 clusters Score -5534718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -5534724.500000 Penalty: 3457.853760
	Iteration 43Q: 3 clusters Score -5534724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5534723.000000 Penalty: 3457.853760
	Iteration 44Q: 3 clusters Score -5534723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -5534717.500000 Penalty: 3457.853760
	Iteration 45Q: 3 clusters Score -5534718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5534715.500000 Penalty: 3457.853760
	Iteration 46Q: 3 clusters Score -5534716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5534713.500000 Penalty: 3457.853760
	Iteration 47Q: 3 clusters Score -5534714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5534712.000000 Penalty: 3457.853760
	Iteration 48Q: 3 clusters Score -5534712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5534715.500000 Penalty: 3457.853760
	Iteration 49Q: 3 clusters Score -5534716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5534715.500000 Penalty: 3457.853760
	Iteration 50Q: 3 clusters Score -5534716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5534715.500000 Penalty: 3457.853760
	Iteration 51Q: 3 clusters Score -5534716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5534713.500000 Penalty: 3457.853760
	Iteration 52Q: 3 clusters Score -5534714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5534713.500000 Penalty: 3457.853760
	Iteration 53F: 3 clusters Score -5534714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -642870.125000 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -642870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -638838.562500 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -638838.6 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -639986.562500 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -639986.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -640191.687500 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -640191.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -640381.437500 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -640381.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -640560.562500 Penalty: 2764.821533
	Iteration 4F: 3 clusters Score -640560.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -640704.312500 Penalty: 2764.821533
	Iteration 5F: 3 clusters Score -640704.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -640872.312500 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -640872.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -641021.312500 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -641021.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -641151.375000 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -641151.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -641265.437500 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -641265.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -641360.625000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -641360.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -641443.000000 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -641443 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -641506.375000 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -641506.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -641560.750000 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -641560.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -641610.062500 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -641610.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -641647.375000 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -641647.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -641666.687500 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -641666.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -641686.250000 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -641686.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -641707.500000 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -641707.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -641729.312500 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -641729.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -641752.125000 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -641752.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -641770.562500 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -641770.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -641784.750000 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -641784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -641796.937500 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -641796.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -641809.312500 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -641809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -641816.937500 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -641816.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -641829.250000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -641829.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -641840.312500 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -641840.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -641853.875000 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -641853.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -641867.187500 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -641867.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -641877.875000 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -641877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -641884.187500 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -641884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -641888.625000 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -641888.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -641895.312500 Penalty: 2764.821533
	Iteration 33Q: 3 clusters Score -641895.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -641901.250000 Penalty: 2764.821533
	Iteration 34Q: 3 clusters Score -641901.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -641906.750000 Penalty: 2764.821533
	Iteration 35Q: 3 clusters Score -641906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -641913.625000 Penalty: 2764.821533
	Iteration 36Q: 3 clusters Score -641913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -641919.875000 Penalty: 2764.821533
	Iteration 37Q: 3 clusters Score -641919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -641926.062500 Penalty: 2764.821533
	Iteration 38Q: 3 clusters Score -641926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -641929.437500 Penalty: 2764.821533
	Iteration 39Q: 3 clusters Score -641929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -641933.187500 Penalty: 2764.821533
	Iteration 40F: 3 clusters Score -641933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -641938.875000 Penalty: 2764.821533
	Iteration 41Q: 3 clusters Score -641938.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -641946.312500 Penalty: 2764.821533
	Iteration 42Q: 3 clusters Score -641946.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -641948.500000 Penalty: 2764.821533
	Iteration 43Q: 3 clusters Score -641948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -641950.812500 Penalty: 2764.821533
	Iteration 44Q: 3 clusters Score -641950.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -641955.812500 Penalty: 2764.821533
	Iteration 45Q: 3 clusters Score -641955.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -641961.250000 Penalty: 2764.821533
	Iteration 46Q: 3 clusters Score -641961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -641967.062500 Penalty: 2764.821533
	Iteration 47Q: 3 clusters Score -641967.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -641975.062500 Penalty: 2764.821533
	Iteration 48Q: 3 clusters Score -641975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -641982.375000 Penalty: 2764.821533
	Iteration 49Q: 3 clusters Score -641982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -641987.312500 Penalty: 2764.821533
	Iteration 50Q: 3 clusters Score -641987.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -641995.937500 Penalty: 2764.821533
	Iteration 51Q: 3 clusters Score -641995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -642000.250000 Penalty: 2764.821533
	Iteration 52Q: 3 clusters Score -642000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -642002.812500 Penalty: 2764.821533
	Iteration 53Q: 3 clusters Score -642002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -642005.562500 Penalty: 2764.821533
	Iteration 54Q: 3 clusters Score -642005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -642006.937500 Penalty: 2764.821533
	Iteration 55Q: 3 clusters Score -642006.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -642008.375000 Penalty: 2764.821533
	Iteration 56Q: 3 clusters Score -642008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -642008.250000 Penalty: 2764.821533
	Iteration 57Q: 3 clusters Score -642008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -642009.687500 Penalty: 2764.821533
	Iteration 58Q: 3 clusters Score -642009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -642009.750000 Penalty: 2764.821533
	Iteration 59Q: 3 clusters Score -642009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -642009.250000 Penalty: 2764.821533
	Iteration 60F: 3 clusters Score -642009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -642010.000000 Penalty: 2764.821533
	Iteration 61Q: 3 clusters Score -642010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -642010.000000 Penalty: 2764.821533
	Iteration 62F: 3 clusters Score -642010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -103249.085938 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -103249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101925.484375 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -101925.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102220.382812 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -102220.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102393.593750 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -102393.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102562.195312 Penalty: 2186.804199
	Iteration 3F: 3 clusters Score -102562.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102682.320312 Penalty: 2186.804199
	Iteration 4F: 3 clusters Score -102682.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102774.078125 Penalty: 2186.804199
	Iteration 5F: 3 clusters Score -102774.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102821.132812 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -102821.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -102849.179688 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -102849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -102867.539062 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -102867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -102875.234375 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -102875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -102877.085938 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -102877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102878.406250 Penalty: 2186.804199
	Iteration 11Q: 3 clusters Score -102878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -102881.312500 Penalty: 2186.804199
	Iteration 12Q: 3 clusters Score -102881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -102883.468750 Penalty: 2186.804199
	Iteration 13Q: 3 clusters Score -102883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -102884.671875 Penalty: 2186.804199
	Iteration 14Q: 3 clusters Score -102884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -102885.320312 Penalty: 2186.804199
	Iteration 15Q: 3 clusters Score -102885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -102885.320312 Penalty: 2186.804199
	Iteration 16F: 3 clusters Score -102885.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -2174318.500000 Penalty: 1588.192627
	Iteration 0F: 2 clusters Score -2174318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2162314.750000 Penalty: 3176.385254
	Iteration 0F: 3 clusters Score -2162315 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2167124.500000 Penalty: 3176.385254
	Iteration 1F: 3 clusters Score -2167124 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2167867.250000 Penalty: 3176.385254
	Iteration 2F: 3 clusters Score -2167867 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2168694.250000 Penalty: 3176.385254
	Iteration 3F: 3 clusters Score -2168694 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2169570.750000 Penalty: 3176.385254
	Iteration 4F: 3 clusters Score -2169571 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2170401.750000 Penalty: 3176.385254
	Iteration 5F: 3 clusters Score -2170402 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2171079.250000 Penalty: 3176.385254
	Iteration 6F: 3 clusters Score -2171079 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2171576.000000 Penalty: 3176.385254
	Iteration 7Q: 3 clusters Score -2171576 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2171895.750000 Penalty: 3176.385254
	Iteration 8Q: 3 clusters Score -2171896 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2172133.000000 Penalty: 3176.385254
	Iteration 9Q: 3 clusters Score -2172133 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2172259.000000 Penalty: 3176.385254
	Iteration 10Q: 3 clusters Score -2172259 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2172339.500000 Penalty: 3176.385254
	Iteration 11Q: 3 clusters Score -2172340 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2172396.500000 Penalty: 3176.385254
	Iteration 12Q: 3 clusters Score -2172396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2172467.750000 Penalty: 3176.385254
	Iteration 13Q: 3 clusters Score -2172468 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2172523.250000 Penalty: 3176.385254
	Iteration 14Q: 3 clusters Score -2172523 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2172570.000000 Penalty: 3176.385254
	Iteration 15Q: 3 clusters Score -2172570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2172614.500000 Penalty: 3176.385254
	Iteration 16Q: 3 clusters Score -2172614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2172639.000000 Penalty: 3176.385254
	Iteration 17Q: 3 clusters Score -2172639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2172658.750000 Penalty: 3176.385254
	Iteration 18Q: 3 clusters Score -2172659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2172686.250000 Penalty: 3176.385254
	Iteration 19Q: 3 clusters Score -2172686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2172709.250000 Penalty: 3176.385254
	Iteration 20F: 3 clusters Score -2172709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2172734.250000 Penalty: 3176.385254
	Iteration 21Q: 3 clusters Score -2172734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2172765.500000 Penalty: 3176.385254
	Iteration 22Q: 3 clusters Score -2172766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2172784.500000 Penalty: 3176.385254
	Iteration 23Q: 3 clusters Score -2172784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2172803.750000 Penalty: 3176.385254
	Iteration 24Q: 3 clusters Score -2172804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2172830.000000 Penalty: 3176.385254
	Iteration 25Q: 3 clusters Score -2172830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2172850.250000 Penalty: 3176.385254
	Iteration 26Q: 3 clusters Score -2172850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2172872.250000 Penalty: 3176.385254
	Iteration 27Q: 3 clusters Score -2172872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2172884.250000 Penalty: 3176.385254
	Iteration 28Q: 3 clusters Score -2172884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2172900.000000 Penalty: 3176.385254
	Iteration 29Q: 3 clusters Score -2172900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2172915.500000 Penalty: 3176.385254
	Iteration 30Q: 3 clusters Score -2172916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2172941.750000 Penalty: 3176.385254
	Iteration 31Q: 3 clusters Score -2172942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2172958.500000 Penalty: 3176.385254
	Iteration 32Q: 3 clusters Score -2172958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2172971.500000 Penalty: 3176.385254
	Iteration 33Q: 3 clusters Score -2172972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2172992.000000 Penalty: 3176.385254
	Iteration 34Q: 3 clusters Score -2172992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2173008.250000 Penalty: 3176.385254
	Iteration 35Q: 3 clusters Score -2173008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2173028.750000 Penalty: 3176.385254
	Iteration 36Q: 3 clusters Score -2173029 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2173050.000000 Penalty: 3176.385254
	Iteration 37Q: 3 clusters Score -2173050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2173080.250000 Penalty: 3176.385254
	Iteration 38Q: 3 clusters Score -2173080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2173102.500000 Penalty: 3176.385254
	Iteration 39Q: 3 clusters Score -2173102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2173132.250000 Penalty: 3176.385254
	Iteration 40F: 3 clusters Score -2173132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2173158.500000 Penalty: 3176.385254
	Iteration 41Q: 3 clusters Score -2173158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2173202.000000 Penalty: 3176.385254
	Iteration 42Q: 3 clusters Score -2173202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2173229.500000 Penalty: 3176.385254
	Iteration 43Q: 3 clusters Score -2173230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2173262.000000 Penalty: 3176.385254
	Iteration 44Q: 3 clusters Score -2173262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2173292.750000 Penalty: 3176.385254
	Iteration 45Q: 3 clusters Score -2173293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2173312.500000 Penalty: 3176.385254
	Iteration 46Q: 3 clusters Score -2173312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2173336.750000 Penalty: 3176.385254
	Iteration 47Q: 3 clusters Score -2173337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2173342.000000 Penalty: 3176.385254
	Iteration 48Q: 3 clusters Score -2173342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2173358.750000 Penalty: 3176.385254
	Iteration 49Q: 3 clusters Score -2173359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2173384.000000 Penalty: 3176.385254
	Iteration 50Q: 3 clusters Score -2173384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2173393.000000 Penalty: 3176.385254
	Iteration 51Q: 3 clusters Score -2173393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2173419.500000 Penalty: 3176.385254
	Iteration 52Q: 3 clusters Score -2173420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2173428.750000 Penalty: 3176.385254
	Iteration 53Q: 3 clusters Score -2173429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2173439.000000 Penalty: 3176.385254
	Iteration 54Q: 3 clusters Score -2173439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2173455.000000 Penalty: 3176.385254
	Iteration 55Q: 3 clusters Score -2173455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2173464.000000 Penalty: 3176.385254
	Iteration 56Q: 3 clusters Score -2173464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2173479.250000 Penalty: 3176.385254
	Iteration 57Q: 3 clusters Score -2173479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2173491.500000 Penalty: 3176.385254
	Iteration 58Q: 3 clusters Score -2173492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2173489.750000 Penalty: 3176.385254
	Iteration 59Q: 3 clusters Score -2173490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2173501.750000 Penalty: 3176.385254
	Iteration 60F: 3 clusters Score -2173502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2173511.250000 Penalty: 3176.385254
	Iteration 61Q: 3 clusters Score -2173511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2173511.250000 Penalty: 3176.385254
	Iteration 62Q: 3 clusters Score -2173511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2173517.250000 Penalty: 3176.385254
	Iteration 63Q: 3 clusters Score -2173517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2173526.500000 Penalty: 3176.385254
	Iteration 64Q: 3 clusters Score -2173526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2173530.000000 Penalty: 3176.385254
	Iteration 65Q: 3 clusters Score -2173530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2173537.250000 Penalty: 3176.385254
	Iteration 66Q: 3 clusters Score -2173537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2173539.250000 Penalty: 3176.385254
	Iteration 67Q: 3 clusters Score -2173539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2173539.000000 Penalty: 3176.385254
	Iteration 68Q: 3 clusters Score -2173539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2173540.250000 Penalty: 3176.385254
	Iteration 69Q: 3 clusters Score -2173540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2173542.000000 Penalty: 3176.385254
	Iteration 70Q: 3 clusters Score -2173542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2173544.000000 Penalty: 3176.385254
	Iteration 71Q: 3 clusters Score -2173544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2173544.000000 Penalty: 3176.385254
	Iteration 72Q: 3 clusters Score -2173544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2173545.250000 Penalty: 3176.385254
	Iteration 73Q: 3 clusters Score -2173545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2173547.500000 Penalty: 3176.385254
	Iteration 74Q: 3 clusters Score -2173548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2173546.750000 Penalty: 3176.385254
	Iteration 75Q: 3 clusters Score -2173547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2173549.250000 Penalty: 3176.385254
	Iteration 76Q: 3 clusters Score -2173549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2173549.750000 Penalty: 3176.385254
	Iteration 77Q: 3 clusters Score -2173550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2173556.750000 Penalty: 3176.385254
	Iteration 78Q: 3 clusters Score -2173557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2173558.000000 Penalty: 3176.385254
	Iteration 79Q: 3 clusters Score -2173558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2173561.750000 Penalty: 3176.385254
	Iteration 80F: 3 clusters Score -2173562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2173564.500000 Penalty: 3176.385254
	Iteration 81Q: 3 clusters Score -2173564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2173569.500000 Penalty: 3176.385254
	Iteration 82Q: 3 clusters Score -2173570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2173575.750000 Penalty: 3176.385254
	Iteration 83Q: 3 clusters Score -2173576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2173584.000000 Penalty: 3176.385254
	Iteration 84Q: 3 clusters Score -2173584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2173590.000000 Penalty: 3176.385254
	Iteration 85Q: 3 clusters Score -2173590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2173596.500000 Penalty: 3176.385254
	Iteration 86Q: 3 clusters Score -2173596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2173603.250000 Penalty: 3176.385254
	Iteration 87Q: 3 clusters Score -2173603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2173608.750000 Penalty: 3176.385254
	Iteration 88Q: 3 clusters Score -2173609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2173609.000000 Penalty: 3176.385254
	Iteration 89Q: 3 clusters Score -2173609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2173614.250000 Penalty: 3176.385254
	Iteration 90Q: 3 clusters Score -2173614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2173610.750000 Penalty: 3176.385254
	Iteration 91Q: 3 clusters Score -2173611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2173615.250000 Penalty: 3176.385254
	Iteration 92Q: 3 clusters Score -2173615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2173620.750000 Penalty: 3176.385254
	Iteration 93Q: 3 clusters Score -2173621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2173621.250000 Penalty: 3176.385254
	Iteration 94Q: 3 clusters Score -2173621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2173622.750000 Penalty: 3176.385254
	Iteration 95Q: 3 clusters Score -2173623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2173625.250000 Penalty: 3176.385254
	Iteration 96Q: 3 clusters Score -2173625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2173624.750000 Penalty: 3176.385254
	Iteration 97Q: 3 clusters Score -2173625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2173626.000000 Penalty: 3176.385254
	Iteration 98Q: 3 clusters Score -2173626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2173628.500000 Penalty: 3176.385254
	Iteration 99Q: 3 clusters Score -2173628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2173629.750000 Penalty: 3176.385254
	Iteration 100F: 3 clusters Score -2173630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2173632.000000 Penalty: 3176.385254
	Iteration 101Q: 3 clusters Score -2173632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2173632.750000 Penalty: 3176.385254
	Iteration 102Q: 3 clusters Score -2173633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2173634.500000 Penalty: 3176.385254
	Iteration 103Q: 3 clusters Score -2173634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2173635.000000 Penalty: 3176.385254
	Iteration 104Q: 3 clusters Score -2173635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2173637.250000 Penalty: 3176.385254
	Iteration 105Q: 3 clusters Score -2173637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2173639.500000 Penalty: 3176.385254
	Iteration 106Q: 3 clusters Score -2173640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2173639.500000 Penalty: 3176.385254
	Iteration 107Q: 3 clusters Score -2173640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2173641.000000 Penalty: 3176.385254
	Iteration 108Q: 3 clusters Score -2173641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2173640.500000 Penalty: 3176.385254
	Iteration 109Q: 3 clusters Score -2173640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2173639.500000 Penalty: 3176.385254
	Iteration 110Q: 3 clusters Score -2173640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2173641.500000 Penalty: 3176.385254
	Iteration 111Q: 3 clusters Score -2173642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2173641.500000 Penalty: 3176.385254
	Iteration 112F: 3 clusters Score -2173642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Entering Unmasked Estep 
Score: -3593850.000000 Penalty: 1660.603882
	Iteration 0F: 2 clusters Score -3593850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3575332.750000 Penalty: 3321.207764
	Iteration 0F: 3 clusters Score -3575333 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3582301.500000 Penalty: 3321.207764
	Iteration 1F: 3 clusters Score -3582302 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3582838.750000 Penalty: 3321.207764
	Iteration 2F: 3 clusters Score -3582839 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3583469.000000 Penalty: 3321.207764
	Iteration 3F: 3 clusters Score -3583469 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3584318.250000 Penalty: 3321.207764
	Iteration 4F: 3 clusters Score -3584318 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3585561.750000 Penalty: 3321.207764
	Iteration 5F: 3 clusters Score -3585562 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3587307.500000 Penalty: 3321.207764
	Iteration 6F: 3 clusters Score -3587308 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3589224.750000 Penalty: 3321.207764
	Iteration 7F: 3 clusters Score -3589225 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3590695.000000 Penalty: 3321.207764
	Iteration 8F: 3 clusters Score -3590695 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3591574.750000 Penalty: 3321.207764
	Iteration 9Q: 3 clusters Score -3591575 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3592016.250000 Penalty: 3321.207764
	Iteration 10Q: 3 clusters Score -3592016 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3592238.250000 Penalty: 3321.207764
	Iteration 11Q: 3 clusters Score -3592238 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3592365.750000 Penalty: 3321.207764
	Iteration 12Q: 3 clusters Score -3592366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3592419.500000 Penalty: 3321.207764
	Iteration 13Q: 3 clusters Score -3592420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3592447.000000 Penalty: 3321.207764
	Iteration 14Q: 3 clusters Score -3592447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3592469.500000 Penalty: 3321.207764
	Iteration 15Q: 3 clusters Score -3592470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3592483.500000 Penalty: 3321.207764
	Iteration 16Q: 3 clusters Score -3592484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3592494.750000 Penalty: 3321.207764
	Iteration 17Q: 3 clusters Score -3592495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3592499.250000 Penalty: 3321.207764
	Iteration 18Q: 3 clusters Score -3592499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3592504.750000 Penalty: 3321.207764
	Iteration 19Q: 3 clusters Score -3592505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3592513.000000 Penalty: 3321.207764
	Iteration 20F: 3 clusters Score -3592513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3592515.250000 Penalty: 3321.207764
	Iteration 21Q: 3 clusters Score -3592515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3592519.250000 Penalty: 3321.207764
	Iteration 22Q: 3 clusters Score -3592519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3592521.250000 Penalty: 3321.207764
	Iteration 23Q: 3 clusters Score -3592521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3592520.000000 Penalty: 3321.207764
	Iteration 24Q: 3 clusters Score -3592520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3592525.750000 Penalty: 3321.207764
	Iteration 25Q: 3 clusters Score -3592526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3592532.750000 Penalty: 3321.207764
	Iteration 26Q: 3 clusters Score -3592533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3592544.000000 Penalty: 3321.207764
	Iteration 27Q: 3 clusters Score -3592544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3592550.500000 Penalty: 3321.207764
	Iteration 28Q: 3 clusters Score -3592550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3592552.500000 Penalty: 3321.207764
	Iteration 29Q: 3 clusters Score -3592552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3592552.500000 Penalty: 3321.207764
	Iteration 30F: 3 clusters Score -3592552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Entering Unmasked Estep 
Score: -7580598.000000 Penalty: 1779.893311
	Iteration 0F: 2 clusters Score -7580598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7544991.000000 Penalty: 3559.786621
	Iteration 0F: 3 clusters Score -7544991 nChanged 26857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -7560611.500000 Penalty: 3559.786621
	Iteration 1F: 3 clusters Score -7560612 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -7561271.500000 Penalty: 3559.786621
	Iteration 2Q: 3 clusters Score -7561272 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -7561987.000000 Penalty: 3559.786621
	Iteration 3Q: 3 clusters Score -7561987 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -7562863.000000 Penalty: 3559.786621
	Iteration 4Q: 3 clusters Score -7562863 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -7563941.500000 Penalty: 3559.786621
	Iteration 5Q: 3 clusters Score -7563942 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -7565215.000000 Penalty: 3559.786621
	Iteration 6Q: 3 clusters Score -7565215 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -7566891.500000 Penalty: 3559.786621
	Iteration 7F: 3 clusters Score -7566892 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -7568842.000000 Penalty: 3559.786621
	Iteration 8F: 3 clusters Score -7568842 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -7571041.000000 Penalty: 3559.786621
	Iteration 9F: 3 clusters Score -7571041 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -7573010.500000 Penalty: 3559.786621
	Iteration 10F: 3 clusters Score -7573010 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -7574543.500000 Penalty: 3559.786621
	Iteration 11Q: 3 clusters Score -7574544 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7575308.000000 Penalty: 3559.786621
	Iteration 12Q: 3 clusters Score -7575308 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7575798.000000 Penalty: 3559.786621
	Iteration 13Q: 3 clusters Score -7575798 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -7576109.000000 Penalty: 3559.786621
	Iteration 14Q: 3 clusters Score -7576109 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7576425.500000 Penalty: 3559.786621
	Iteration 15Q: 3 clusters Score -7576426 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -7576609.500000 Penalty: 3559.786621
	Iteration 16Q: 3 clusters Score -7576610 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -7576834.000000 Penalty: 3559.786621
	Iteration 17Q: 3 clusters Score -7576834 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -7576965.500000 Penalty: 3559.786621
	Iteration 18Q: 3 clusters Score -7576966 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -7577124.500000 Penalty: 3559.786621
	Iteration 19Q: 3 clusters Score -7577124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7577238.000000 Penalty: 3559.786621
	Iteration 20F: 3 clusters Score -7577238 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7577336.000000 Penalty: 3559.786621
	Iteration 21Q: 3 clusters Score -7577336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -7577384.000000 Penalty: 3559.786621
	Iteration 22Q: 3 clusters Score -7577384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -7577452.000000 Penalty: 3559.786621
	Iteration 23Q: 3 clusters Score -7577452 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -7577525.000000 Penalty: 3559.786621
	Iteration 24Q: 3 clusters Score -7577525 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -7577575.500000 Penalty: 3559.786621
	Iteration 25Q: 3 clusters Score -7577576 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -7577635.000000 Penalty: 3559.786621
	Iteration 26Q: 3 clusters Score -7577635 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -7577693.500000 Penalty: 3559.786621
	Iteration 27Q: 3 clusters Score -7577694 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -7577759.500000 Penalty: 3559.786621
	Iteration 28Q: 3 clusters Score -7577760 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -7577797.000000 Penalty: 3559.786621
	Iteration 29Q: 3 clusters Score -7577797 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -7577803.500000 Penalty: 3559.786621
	Iteration 30Q: 3 clusters Score -7577804 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -7577839.000000 Penalty: 3559.786621
	Iteration 31Q: 3 clusters Score -7577839 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7577847.000000 Penalty: 3559.786621
	Iteration 32Q: 3 clusters Score -7577847 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -7577891.000000 Penalty: 3559.786621
	Iteration 33Q: 3 clusters Score -7577891 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -7577920.500000 Penalty: 3559.786621
	Iteration 34Q: 3 clusters Score -7577920 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -7577968.500000 Penalty: 3559.786621
	Iteration 35Q: 3 clusters Score -7577968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -7577959.000000 Penalty: 3559.786621
	Iteration 36Q: 3 clusters Score -7577959 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -7577989.500000 Penalty: 3559.786621
	Iteration 37Q: 3 clusters Score -7577990 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -7578013.500000 Penalty: 3559.786621
	Iteration 38Q: 3 clusters Score -7578014 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -7578035.000000 Penalty: 3559.786621
	Iteration 39Q: 3 clusters Score -7578035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -7578036.000000 Penalty: 3559.786621
	Iteration 40F: 3 clusters Score -7578036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -7578042.500000 Penalty: 3559.786621
	Iteration 41Q: 3 clusters Score -7578042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -7578059.500000 Penalty: 3559.786621
	Iteration 42Q: 3 clusters Score -7578060 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -7578070.000000 Penalty: 3559.786621
	Iteration 43Q: 3 clusters Score -7578070 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -7578069.000000 Penalty: 3559.786621
	Iteration 44Q: 3 clusters Score -7578069 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -7578073.500000 Penalty: 3559.786621
	Iteration 45Q: 3 clusters Score -7578074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -7578101.500000 Penalty: 3559.786621
	Iteration 46Q: 3 clusters Score -7578102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7578121.500000 Penalty: 3559.786621
	Iteration 47Q: 3 clusters Score -7578122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -7578113.000000 Penalty: 3559.786621
	Iteration 48Q: 3 clusters Score -7578113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7578110.000000 Penalty: 3559.786621
	Iteration 49Q: 3 clusters Score -7578110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -7578123.000000 Penalty: 3559.786621
	Iteration 50Q: 3 clusters Score -7578123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -7578121.000000 Penalty: 3559.786621
	Iteration 51Q: 3 clusters Score -7578121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -7578139.000000 Penalty: 3559.786621
	Iteration 52Q: 3 clusters Score -7578139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -7578135.000000 Penalty: 3559.786621
	Iteration 53Q: 3 clusters Score -7578135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -7578142.500000 Penalty: 3559.786621
	Iteration 54Q: 3 clusters Score -7578142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -7578158.500000 Penalty: 3559.786621
	Iteration 55Q: 3 clusters Score -7578158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -7578146.500000 Penalty: 3559.786621
	Iteration 56Q: 3 clusters Score -7578146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -7578159.000000 Penalty: 3559.786621
	Iteration 57Q: 3 clusters Score -7578159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -7578172.500000 Penalty: 3559.786621
	Iteration 58Q: 3 clusters Score -7578172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -7578188.500000 Penalty: 3559.786621
	Iteration 59Q: 3 clusters Score -7578188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -7578174.000000 Penalty: 3559.786621
	Iteration 60F: 3 clusters Score -7578174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -7578152.500000 Penalty: 3559.786621
	Iteration 61Q: 3 clusters Score -7578152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -7578156.000000 Penalty: 3559.786621
	Iteration 62Q: 3 clusters Score -7578156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7578147.500000 Penalty: 3559.786621
	Iteration 63Q: 3 clusters Score -7578148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -7578156.500000 Penalty: 3559.786621
	Iteration 64Q: 3 clusters Score -7578156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -7578179.000000 Penalty: 3559.786621
	Iteration 65Q: 3 clusters Score -7578179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7578197.500000 Penalty: 3559.786621
	Iteration 66Q: 3 clusters Score -7578198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -7578206.500000 Penalty: 3559.786621
	Iteration 67Q: 3 clusters Score -7578206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -7578209.500000 Penalty: 3559.786621
	Iteration 68Q: 3 clusters Score -7578210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7578208.000000 Penalty: 3559.786621
	Iteration 69Q: 3 clusters Score -7578208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -7578205.000000 Penalty: 3559.786621
	Iteration 70Q: 3 clusters Score -7578205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -7578204.500000 Penalty: 3559.786621
	Iteration 71Q: 3 clusters Score -7578204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -7578193.000000 Penalty: 3559.786621
	Iteration 72Q: 3 clusters Score -7578193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7578175.000000 Penalty: 3559.786621
	Iteration 73Q: 3 clusters Score -7578175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -7578170.000000 Penalty: 3559.786621
	Iteration 74Q: 3 clusters Score -7578170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -7578174.000000 Penalty: 3559.786621
	Iteration 75Q: 3 clusters Score -7578174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7578179.000000 Penalty: 3559.786621
	Iteration 76Q: 3 clusters Score -7578179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -7578190.000000 Penalty: 3559.786621
	Iteration 77Q: 3 clusters Score -7578190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -7578173.500000 Penalty: 3559.786621
	Iteration 78Q: 3 clusters Score -7578174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -7578172.000000 Penalty: 3559.786621
	Iteration 79Q: 3 clusters Score -7578172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -7578154.500000 Penalty: 3559.786621
	Iteration 80F: 3 clusters Score -7578154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -7578161.500000 Penalty: 3559.786621
	Iteration 81Q: 3 clusters Score -7578162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -7578160.500000 Penalty: 3559.786621
	Iteration 82Q: 3 clusters Score -7578160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -7578163.500000 Penalty: 3559.786621
	Iteration 83Q: 3 clusters Score -7578164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -7578161.500000 Penalty: 3559.786621
	Iteration 84Q: 3 clusters Score -7578162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -7578171.000000 Penalty: 3559.786621
	Iteration 85Q: 3 clusters Score -7578171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -7578166.000000 Penalty: 3559.786621
	Iteration 86Q: 3 clusters Score -7578166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -7578179.000000 Penalty: 3559.786621
	Iteration 87Q: 3 clusters Score -7578179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -7578179.500000 Penalty: 3559.786621
	Iteration 88Q: 3 clusters Score -7578180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -7578166.500000 Penalty: 3559.786621
	Iteration 89Q: 3 clusters Score -7578166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7578177.000000 Penalty: 3559.786621
	Iteration 90Q: 3 clusters Score -7578177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -7578190.000000 Penalty: 3559.786621
	Iteration 91Q: 3 clusters Score -7578190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -7578179.000000 Penalty: 3559.786621
	Iteration 92Q: 3 clusters Score -7578179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -7578171.000000 Penalty: 3559.786621
	Iteration 93Q: 3 clusters Score -7578171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -7578165.000000 Penalty: 3559.786621
	Iteration 94Q: 3 clusters Score -7578165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -7578168.000000 Penalty: 3559.786621
	Iteration 95Q: 3 clusters Score -7578168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -7578162.500000 Penalty: 3559.786621
	Iteration 96Q: 3 clusters Score -7578162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7578160.500000 Penalty: 3559.786621
	Iteration 97Q: 3 clusters Score -7578160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -7578166.500000 Penalty: 3559.786621
	Iteration 98Q: 3 clusters Score -7578166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -7578172.000000 Penalty: 3559.786621
	Iteration 99Q: 3 clusters Score -7578172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -7578185.000000 Penalty: 3559.786621
	Iteration 100F: 3 clusters Score -7578185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7578196.500000 Penalty: 3559.786621
	Iteration 101Q: 3 clusters Score -7578196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -7578207.500000 Penalty: 3559.786621
	Iteration 102Q: 3 clusters Score -7578208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -7578212.000000 Penalty: 3559.786621
	Iteration 103Q: 3 clusters Score -7578212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -7578228.500000 Penalty: 3559.786621
	Iteration 104Q: 3 clusters Score -7578228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -7578230.000000 Penalty: 3559.786621
	Iteration 105Q: 3 clusters Score -7578230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -7578230.000000 Penalty: 3559.786621
	Iteration 106Q: 3 clusters Score -7578230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7578236.500000 Penalty: 3559.786621
	Iteration 107Q: 3 clusters Score -7578236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -7578241.500000 Penalty: 3559.786621
	Iteration 108Q: 3 clusters Score -7578242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7578235.500000 Penalty: 3559.786621
	Iteration 109Q: 3 clusters Score -7578236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -7578227.000000 Penalty: 3559.786621
	Iteration 110Q: 3 clusters Score -7578227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -7578244.000000 Penalty: 3559.786621
	Iteration 111Q: 3 clusters Score -7578244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -7578246.000000 Penalty: 3559.786621
	Iteration 112Q: 3 clusters Score -7578246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -7578244.000000 Penalty: 3559.786621
	Iteration 113Q: 3 clusters Score -7578244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -7578258.500000 Penalty: 3559.786621
	Iteration 114Q: 3 clusters Score -7578258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -7578268.000000 Penalty: 3559.786621
	Iteration 115Q: 3 clusters Score -7578268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -7578256.000000 Penalty: 3559.786621
	Iteration 116Q: 3 clusters Score -7578256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -7578264.000000 Penalty: 3559.786621
	Iteration 117Q: 3 clusters Score -7578264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -7578266.500000 Penalty: 3559.786621
	Iteration 118Q: 3 clusters Score -7578266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -7578276.000000 Penalty: 3559.786621
	Iteration 119Q: 3 clusters Score -7578276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -7578284.000000 Penalty: 3559.786621
	Iteration 120F: 3 clusters Score -7578284 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -7578288.500000 Penalty: 3559.786621
	Iteration 121Q: 3 clusters Score -7578288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -7578288.000000 Penalty: 3559.786621
	Iteration 122Q: 3 clusters Score -7578288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7578303.000000 Penalty: 3559.786621
	Iteration 123Q: 3 clusters Score -7578303 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -7578305.000000 Penalty: 3559.786621
	Iteration 124Q: 3 clusters Score -7578305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -7578306.500000 Penalty: 3559.786621
	Iteration 125Q: 3 clusters Score -7578306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -7578309.500000 Penalty: 3559.786621
	Iteration 126Q: 3 clusters Score -7578310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7578327.500000 Penalty: 3559.786621
	Iteration 127Q: 3 clusters Score -7578328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -7578347.000000 Penalty: 3559.786621
	Iteration 128Q: 3 clusters Score -7578347 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -7578362.500000 Penalty: 3559.786621
	Iteration 129Q: 3 clusters Score -7578362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -7578362.500000 Penalty: 3559.786621
	Iteration 130Q: 3 clusters Score -7578362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -7578342.500000 Penalty: 3559.786621
	Iteration 131Q: 3 clusters Score -7578342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -7578353.500000 Penalty: 3559.786621
	Iteration 132Q: 3 clusters Score -7578354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -7578362.500000 Penalty: 3559.786621
	Iteration 133Q: 3 clusters Score -7578362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -7578405.500000 Penalty: 3559.786621
	Iteration 134Q: 3 clusters Score -7578406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -7578413.000000 Penalty: 3559.786621
	Iteration 135Q: 3 clusters Score -7578413 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -7578426.000000 Penalty: 3559.786621
	Iteration 136Q: 3 clusters Score -7578426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -7578443.500000 Penalty: 3559.786621
	Iteration 137Q: 3 clusters Score -7578444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -7578449.500000 Penalty: 3559.786621
	Iteration 138Q: 3 clusters Score -7578450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7578442.500000 Penalty: 3559.786621
	Iteration 139Q: 3 clusters Score -7578442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -7578430.000000 Penalty: 3559.786621
	Iteration 140F: 3 clusters Score -7578430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7578450.000000 Penalty: 3559.786621
	Iteration 141Q: 3 clusters Score -7578450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7578466.000000 Penalty: 3559.786621
	Iteration 142Q: 3 clusters Score -7578466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7578454.500000 Penalty: 3559.786621
	Iteration 143Q: 3 clusters Score -7578454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -7578462.000000 Penalty: 3559.786621
	Iteration 144Q: 3 clusters Score -7578462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -7578490.000000 Penalty: 3559.786621
	Iteration 145Q: 3 clusters Score -7578490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -7578493.500000 Penalty: 3559.786621
	Iteration 146Q: 3 clusters Score -7578494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -7578506.500000 Penalty: 3559.786621
	Iteration 147Q: 3 clusters Score -7578506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7578536.000000 Penalty: 3559.786621
	Iteration 148Q: 3 clusters Score -7578536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -7578559.500000 Penalty: 3559.786621
	Iteration 149Q: 3 clusters Score -7578560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7578579.000000 Penalty: 3559.786621
	Iteration 150Q: 3 clusters Score -7578579 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -7578582.500000 Penalty: 3559.786621
	Iteration 151Q: 3 clusters Score -7578582 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7578603.000000 Penalty: 3559.786621
	Iteration 152Q: 3 clusters Score -7578603 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7578604.000000 Penalty: 3559.786621
	Iteration 153Q: 3 clusters Score -7578604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -7578629.000000 Penalty: 3559.786621
	Iteration 154Q: 3 clusters Score -7578629 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7578639.500000 Penalty: 3559.786621
	Iteration 155Q: 3 clusters Score -7578640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -7578638.500000 Penalty: 3559.786621
	Iteration 156Q: 3 clusters Score -7578638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -7578641.500000 Penalty: 3559.786621
	Iteration 157Q: 3 clusters Score -7578642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -7578628.500000 Penalty: 3559.786621
	Iteration 158Q: 3 clusters Score -7578628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7578615.000000 Penalty: 3559.786621
	Iteration 159Q: 3 clusters Score -7578615 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7578618.500000 Penalty: 3559.786621
	Iteration 160F: 3 clusters Score -7578618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -7578639.500000 Penalty: 3559.786621
	Iteration 161Q: 3 clusters Score -7578640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7578635.000000 Penalty: 3559.786621
	Iteration 162Q: 3 clusters Score -7578635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -7578651.500000 Penalty: 3559.786621
	Iteration 163Q: 3 clusters Score -7578652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7578677.500000 Penalty: 3559.786621
	Iteration 164Q: 3 clusters Score -7578678 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -7578688.000000 Penalty: 3559.786621
	Iteration 165Q: 3 clusters Score -7578688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7578682.500000 Penalty: 3559.786621
	Iteration 166Q: 3 clusters Score -7578682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -7578701.500000 Penalty: 3559.786621
	Iteration 167Q: 3 clusters Score -7578702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7578708.500000 Penalty: 3559.786621
	Iteration 168Q: 3 clusters Score -7578708 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7578716.500000 Penalty: 3559.786621
	Iteration 169Q: 3 clusters Score -7578716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7578739.500000 Penalty: 3559.786621
	Iteration 170Q: 3 clusters Score -7578740 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7578783.500000 Penalty: 3559.786621
	Iteration 171Q: 3 clusters Score -7578784 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7578808.500000 Penalty: 3559.786621
	Iteration 172Q: 3 clusters Score -7578808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7578833.000000 Penalty: 3559.786621
	Iteration 173Q: 3 clusters Score -7578833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7578841.500000 Penalty: 3559.786621
	Iteration 174Q: 3 clusters Score -7578842 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -7578859.500000 Penalty: 3559.786621
	Iteration 175Q: 3 clusters Score -7578860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7578883.500000 Penalty: 3559.786621
	Iteration 176Q: 3 clusters Score -7578884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7578889.000000 Penalty: 3559.786621
	Iteration 177Q: 3 clusters Score -7578889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7578920.000000 Penalty: 3559.786621
	Iteration 178Q: 3 clusters Score -7578920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7578942.000000 Penalty: 3559.786621
	Iteration 179Q: 3 clusters Score -7578942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7578944.000000 Penalty: 3559.786621
	Iteration 180F: 3 clusters Score -7578944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7578979.500000 Penalty: 3559.786621
	Iteration 181Q: 3 clusters Score -7578980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7578992.000000 Penalty: 3559.786621
	Iteration 182Q: 3 clusters Score -7578992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7579010.500000 Penalty: 3559.786621
	Iteration 183Q: 3 clusters Score -7579010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7579003.000000 Penalty: 3559.786621
	Iteration 184Q: 3 clusters Score -7579003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7579029.000000 Penalty: 3559.786621
	Iteration 185Q: 3 clusters Score -7579029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7579026.000000 Penalty: 3559.786621
	Iteration 186Q: 3 clusters Score -7579026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7579013.500000 Penalty: 3559.786621
	Iteration 187Q: 3 clusters Score -7579014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7579023.500000 Penalty: 3559.786621
	Iteration 188Q: 3 clusters Score -7579024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7579047.500000 Penalty: 3559.786621
	Iteration 189Q: 3 clusters Score -7579048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7579055.500000 Penalty: 3559.786621
	Iteration 190Q: 3 clusters Score -7579056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7579068.500000 Penalty: 3559.786621
	Iteration 191Q: 3 clusters Score -7579068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7579072.500000 Penalty: 3559.786621
	Iteration 192Q: 3 clusters Score -7579072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7579068.500000 Penalty: 3559.786621
	Iteration 193Q: 3 clusters Score -7579068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7579065.500000 Penalty: 3559.786621
	Iteration 194Q: 3 clusters Score -7579066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7579075.000000 Penalty: 3559.786621
	Iteration 195Q: 3 clusters Score -7579075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7579081.000000 Penalty: 3559.786621
	Iteration 196Q: 3 clusters Score -7579081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7579088.500000 Penalty: 3559.786621
	Iteration 197Q: 3 clusters Score -7579088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7579098.500000 Penalty: 3559.786621
	Iteration 198Q: 3 clusters Score -7579098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7579107.500000 Penalty: 3559.786621
	Iteration 199Q: 3 clusters Score -7579108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7579090.000000 Penalty: 3559.786621
	Iteration 200F: 3 clusters Score -7579090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7579098.500000 Penalty: 3559.786621
	Iteration 201Q: 3 clusters Score -7579098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7579097.500000 Penalty: 3559.786621
	Iteration 202Q: 3 clusters Score -7579098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7579096.500000 Penalty: 3559.786621
	Iteration 203Q: 3 clusters Score -7579096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7579089.500000 Penalty: 3559.786621
	Iteration 204Q: 3 clusters Score -7579090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7579095.000000 Penalty: 3559.786621
	Iteration 205Q: 3 clusters Score -7579095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7579099.500000 Penalty: 3559.786621
	Iteration 206Q: 3 clusters Score -7579100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7579119.000000 Penalty: 3559.786621
	Iteration 207Q: 3 clusters Score -7579119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7579115.500000 Penalty: 3559.786621
	Iteration 208Q: 3 clusters Score -7579116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7579108.000000 Penalty: 3559.786621
	Iteration 209Q: 3 clusters Score -7579108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7579114.500000 Penalty: 3559.786621
	Iteration 210Q: 3 clusters Score -7579114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7579121.000000 Penalty: 3559.786621
	Iteration 211Q: 3 clusters Score -7579121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7579128.500000 Penalty: 3559.786621
	Iteration 212Q: 3 clusters Score -7579128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7579128.000000 Penalty: 3559.786621
	Iteration 213Q: 3 clusters Score -7579128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7579140.500000 Penalty: 3559.786621
	Iteration 214Q: 3 clusters Score -7579140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7579141.000000 Penalty: 3559.786621
	Iteration 215Q: 3 clusters Score -7579141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7579143.500000 Penalty: 3559.786621
	Iteration 216Q: 3 clusters Score -7579144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7579141.000000 Penalty: 3559.786621
	Iteration 217Q: 3 clusters Score -7579141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7579144.000000 Penalty: 3559.786621
	Iteration 218Q: 3 clusters Score -7579144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7579140.000000 Penalty: 3559.786621
	Iteration 219Q: 3 clusters Score -7579140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7579150.500000 Penalty: 3559.786621
	Iteration 220F: 3 clusters Score -7579150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7579154.000000 Penalty: 3559.786621
	Iteration 221Q: 3 clusters Score -7579154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7579156.000000 Penalty: 3559.786621
	Iteration 222Q: 3 clusters Score -7579156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7579156.000000 Penalty: 3559.786621
	Iteration 223F: 3 clusters Score -7579156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Entering Unmasked Estep 
Score: -1553346.125000 Penalty: 1527.736694
	Iteration 0F: 2 clusters Score -1553346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1544872.375000 Penalty: 3055.473389
	Iteration 0F: 3 clusters Score -1544872 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1547766.125000 Penalty: 3055.473389
	Iteration 1F: 3 clusters Score -1547766 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1548375.125000 Penalty: 3055.473389
	Iteration 2F: 3 clusters Score -1548375 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1549243.000000 Penalty: 3055.473389
	Iteration 3F: 3 clusters Score -1549243 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1550250.375000 Penalty: 3055.473389
	Iteration 4F: 3 clusters Score -1550250 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1551259.500000 Penalty: 3055.473389
	Iteration 5F: 3 clusters Score -1551260 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1552012.375000 Penalty: 3055.473389
	Iteration 6F: 3 clusters Score -1552012 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1552489.500000 Penalty: 3055.473389
	Iteration 7Q: 3 clusters Score -1552490 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1552781.125000 Penalty: 3055.473389
	Iteration 8Q: 3 clusters Score -1552781 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1552969.500000 Penalty: 3055.473389
	Iteration 9Q: 3 clusters Score -1552970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1553074.750000 Penalty: 3055.473389
	Iteration 10Q: 3 clusters Score -1553075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1553145.000000 Penalty: 3055.473389
	Iteration 11Q: 3 clusters Score -1553145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1553178.750000 Penalty: 3055.473389
	Iteration 12Q: 3 clusters Score -1553179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1553203.125000 Penalty: 3055.473389
	Iteration 13Q: 3 clusters Score -1553203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1553221.500000 Penalty: 3055.473389
	Iteration 14Q: 3 clusters Score -1553222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1553236.875000 Penalty: 3055.473389
	Iteration 15Q: 3 clusters Score -1553237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1553250.375000 Penalty: 3055.473389
	Iteration 16Q: 3 clusters Score -1553250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1553257.750000 Penalty: 3055.473389
	Iteration 17Q: 3 clusters Score -1553258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1553262.875000 Penalty: 3055.473389
	Iteration 18Q: 3 clusters Score -1553263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1553261.375000 Penalty: 3055.473389
	Iteration 19Q: 3 clusters Score -1553261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1553262.125000 Penalty: 3055.473389
	Iteration 20F: 3 clusters Score -1553262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1553260.875000 Penalty: 3055.473389
	Iteration 21Q: 3 clusters Score -1553261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1553260.250000 Penalty: 3055.473389
	Iteration 22Q: 3 clusters Score -1553260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1553265.125000 Penalty: 3055.473389
	Iteration 23Q: 3 clusters Score -1553265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1553266.250000 Penalty: 3055.473389
	Iteration 24Q: 3 clusters Score -1553266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1553267.375000 Penalty: 3055.473389
	Iteration 25Q: 3 clusters Score -1553267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1553270.125000 Penalty: 3055.473389
	Iteration 26Q: 3 clusters Score -1553270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1553271.875000 Penalty: 3055.473389
	Iteration 27Q: 3 clusters Score -1553272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1553272.500000 Penalty: 3055.473389
	Iteration 28Q: 3 clusters Score -1553272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1553272.500000 Penalty: 3055.473389
	Iteration 29F: 3 clusters Score -1553272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65851.351562 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65851.35 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66161.398438 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66161.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66283.515625 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66283.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66313.765625 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66313.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66353.007812 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66353.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66383.617188 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66383.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66393.609375 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66393.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66402.625000 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66402.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66406.210938 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66406.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66409.140625 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66409.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66414.945312 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66414.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66421.734375 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66421.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66430.078125 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66430.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66431.960938 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66431.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66433.359375 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66433.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66435.507812 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -66435.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66437.460938 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -66437.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66437.460938 Penalty: 2075.735840
	Iteration 17F: 3 clusters Score -66437.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Entering Unmasked Estep 
Score: -6346278.500000 Penalty: 1749.755615
	Iteration 0F: 2 clusters Score -6346278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -6315396.500000 Penalty: 3499.511230
	Iteration 0F: 3 clusters Score -6315396 nChanged 22220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -6328172.500000 Penalty: 3499.511230
	Iteration 1F: 3 clusters Score -6328172 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -6328771.000000 Penalty: 3499.511230
	Iteration 2Q: 3 clusters Score -6328771 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -6329381.000000 Penalty: 3499.511230
	Iteration 3Q: 3 clusters Score -6329381 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -6330091.500000 Penalty: 3499.511230
	Iteration 4Q: 3 clusters Score -6330092 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -6331114.000000 Penalty: 3499.511230
	Iteration 5Q: 3 clusters Score -6331114 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -6332531.500000 Penalty: 3499.511230
	Iteration 6F: 3 clusters Score -6332532 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -6334511.500000 Penalty: 3499.511230
	Iteration 7F: 3 clusters Score -6334512 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -6336781.500000 Penalty: 3499.511230
	Iteration 8F: 3 clusters Score -6336782 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -6338970.500000 Penalty: 3499.511230
	Iteration 9F: 3 clusters Score -6338970 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -6340716.500000 Penalty: 3499.511230
	Iteration 10Q: 3 clusters Score -6340716 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6341910.500000 Penalty: 3499.511230
	Iteration 11Q: 3 clusters Score -6341910 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6342757.000000 Penalty: 3499.511230
	Iteration 12Q: 3 clusters Score -6342757 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6343397.000000 Penalty: 3499.511230
	Iteration 13Q: 3 clusters Score -6343397 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6343859.000000 Penalty: 3499.511230
	Iteration 14Q: 3 clusters Score -6343859 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6344181.000000 Penalty: 3499.511230
	Iteration 15Q: 3 clusters Score -6344181 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6344389.500000 Penalty: 3499.511230
	Iteration 16Q: 3 clusters Score -6344390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6344518.000000 Penalty: 3499.511230
	Iteration 17Q: 3 clusters Score -6344518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6344586.500000 Penalty: 3499.511230
	Iteration 18Q: 3 clusters Score -6344586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6344631.000000 Penalty: 3499.511230
	Iteration 19Q: 3 clusters Score -6344631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6344655.000000 Penalty: 3499.511230
	Iteration 20F: 3 clusters Score -6344655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6344676.500000 Penalty: 3499.511230
	Iteration 21Q: 3 clusters Score -6344676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6344698.000000 Penalty: 3499.511230
	Iteration 22Q: 3 clusters Score -6344698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6344708.000000 Penalty: 3499.511230
	Iteration 23Q: 3 clusters Score -6344708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6344706.000000 Penalty: 3499.511230
	Iteration 24Q: 3 clusters Score -6344706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6344712.500000 Penalty: 3499.511230
	Iteration 25Q: 3 clusters Score -6344712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6344720.500000 Penalty: 3499.511230
	Iteration 26Q: 3 clusters Score -6344720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6344718.000000 Penalty: 3499.511230
	Iteration 27Q: 3 clusters Score -6344718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6344725.500000 Penalty: 3499.511230
	Iteration 28Q: 3 clusters Score -6344726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6344727.500000 Penalty: 3499.511230
	Iteration 29Q: 3 clusters Score -6344728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6344732.000000 Penalty: 3499.511230
	Iteration 30Q: 3 clusters Score -6344732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6344735.500000 Penalty: 3499.511230
	Iteration 31Q: 3 clusters Score -6344736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6344737.000000 Penalty: 3499.511230
	Iteration 32Q: 3 clusters Score -6344737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6344734.000000 Penalty: 3499.511230
	Iteration 33Q: 3 clusters Score -6344734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6344735.500000 Penalty: 3499.511230
	Iteration 34Q: 3 clusters Score -6344736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6344739.000000 Penalty: 3499.511230
	Iteration 35Q: 3 clusters Score -6344739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6344739.000000 Penalty: 3499.511230
	Iteration 36F: 3 clusters Score -6344739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26686.613281 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26686.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26785.093750 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26785.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26821.673828 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26821.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26833.119141 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -26833.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26843.097656 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26850.980469 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26850.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -26897.927734 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -26897.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -26916.714844 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -26916.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26932.326172 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -26932.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26939.839844 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -26939.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26939.839844 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -26939.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50621.191406 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50621.19 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51045.867188 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -51045.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51254.523438 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51254.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51363.820312 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -51363.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51422.589844 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51422.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51457.253906 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51457.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51468.074219 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51468.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51470.894531 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51470.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51470.894531 Penalty: 2049.539551
	Iteration 8F: 3 clusters Score -51470.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -118438.812500 Penalty: 1122.510254
	Iteration 0F: 2 clusters Score -118438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116995.812500 Penalty: 2245.020508
	Iteration 0F: 3 clusters Score -116995.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117312.140625 Penalty: 2245.020508
	Iteration 1F: 3 clusters Score -117312.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117453.195312 Penalty: 2245.020508
	Iteration 2F: 3 clusters Score -117453.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117563.960938 Penalty: 2245.020508
	Iteration 3F: 3 clusters Score -117564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117709.921875 Penalty: 2245.020508
	Iteration 4F: 3 clusters Score -117709.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117873.867188 Penalty: 2245.020508
	Iteration 5F: 3 clusters Score -117873.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117985.648438 Penalty: 2245.020508
	Iteration 6F: 3 clusters Score -117985.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118061.460938 Penalty: 2245.020508
	Iteration 7Q: 3 clusters Score -118061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118105.156250 Penalty: 2245.020508
	Iteration 8Q: 3 clusters Score -118105.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118192.156250 Penalty: 2245.020508
	Iteration 9Q: 3 clusters Score -118192.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118290.335938 Penalty: 2245.020508
	Iteration 10Q: 3 clusters Score -118290.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118435.843750 Penalty: 2245.020508
	Iteration 11Q: 3 clusters Score -118435.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118569.546875 Penalty: 2245.020508
	Iteration 12Q: 3 clusters Score -118569.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118669.125000 Penalty: 2245.020508
	Iteration 13Q: 3 clusters Score -118669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118750.109375 Penalty: 2245.020508
	Iteration 14Q: 3 clusters Score -118750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118818.125000 Penalty: 2245.020508
	Iteration 15Q: 3 clusters Score -118818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118874.914062 Penalty: 2245.020508
	Iteration 16Q: 3 clusters Score -118874.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118928.265625 Penalty: 2245.020508
	Iteration 17Q: 3 clusters Score -118928.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118963.304688 Penalty: 2245.020508
	Iteration 18Q: 3 clusters Score -118963.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118989.968750 Penalty: 2245.020508
	Iteration 19Q: 3 clusters Score -118990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119000.640625 Penalty: 2245.020508
	Iteration 20F: 3 clusters Score -119000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119014.078125 Penalty: 2245.020508
	Iteration 21Q: 3 clusters Score -119014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119018.054688 Penalty: 2245.020508
	Iteration 22Q: 3 clusters Score -119018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119018.351562 Penalty: 2245.020508
	Iteration 23Q: 3 clusters Score -119018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119018.351562 Penalty: 2245.020508
	Iteration 24F: 3 clusters Score -119018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974808.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85975368.000000 to -85974808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2605768.750000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605769 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2609676.750000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609677 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2610113.750000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610114 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2610686.750000 Penalty: 3148.096191
	Iteration 3F: 3 clusters Score -2610687 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2611389.750000 Penalty: 3148.096191
	Iteration 4F: 3 clusters Score -2611390 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2612165.250000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2612165 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2612912.000000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2612912 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2613403.500000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2613404 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2613752.250000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2613752 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2613985.250000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2613985 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2614173.750000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2614325.500000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614326 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2614441.750000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2614442 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2614540.250000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2614540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2614623.500000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2614624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2614701.500000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2614702 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2614771.000000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2614771 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2614840.000000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2614840 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2614914.000000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2614914 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2614960.750000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2614961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2615027.750000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2615085.250000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615085 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2615141.750000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2615193.250000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2615236.500000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615236 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2615281.000000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2615330.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615330 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2615371.750000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615372 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2615406.750000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2615407 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2615466.000000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2615466 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2615521.750000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2615522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2615558.250000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2615558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2615608.500000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2615608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2615644.500000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2615644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2615668.000000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2615668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2615690.250000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2615690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2615718.000000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2615718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2615740.250000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2615740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2615761.750000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2615762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2615775.000000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2615775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2615780.250000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2615780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2615790.750000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2615791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2615803.500000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2615804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2615812.000000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2615812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2615819.500000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2615820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2615823.250000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2615823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2615825.250000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2615825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2615830.250000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2615830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2615833.750000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2615834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2615834.500000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2615834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2615839.000000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2615839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2615841.000000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2615841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2615843.250000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2615843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2615852.000000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2615852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2615854.750000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2615855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2615861.500000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2615862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2615864.250000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2615864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2615860.750000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2615861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2615869.750000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2615870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2615867.000000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2615867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2615868.000000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2615868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2615874.250000 Penalty: 3148.096191
	Iteration 61Q: 3 clusters Score -2615874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2615878.250000 Penalty: 3148.096191
	Iteration 62Q: 3 clusters Score -2615878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2615871.750000 Penalty: 3148.096191
	Iteration 63Q: 3 clusters Score -2615872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2615881.000000 Penalty: 3148.096191
	Iteration 64Q: 3 clusters Score -2615881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2615884.250000 Penalty: 3148.096191
	Iteration 65Q: 3 clusters Score -2615884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2615883.750000 Penalty: 3148.096191
	Iteration 66Q: 3 clusters Score -2615884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2615883.250000 Penalty: 3148.096191
	Iteration 67Q: 3 clusters Score -2615883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2615886.000000 Penalty: 3148.096191
	Iteration 68Q: 3 clusters Score -2615886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2615881.000000 Penalty: 3148.096191
	Iteration 69Q: 3 clusters Score -2615881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2615883.250000 Penalty: 3148.096191
	Iteration 70Q: 3 clusters Score -2615883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2615885.250000 Penalty: 3148.096191
	Iteration 71Q: 3 clusters Score -2615885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2615881.250000 Penalty: 3148.096191
	Iteration 72Q: 3 clusters Score -2615881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2615881.250000 Penalty: 3148.096191
	Iteration 73F: 3 clusters Score -2615881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Entering Unmasked Estep 
Score: -6917773.000000 Penalty: 1764.080322
	Iteration 0F: 2 clusters Score -6917773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6883365.500000 Penalty: 3528.160645
	Iteration 0F: 3 clusters Score -6883366 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -6896903.000000 Penalty: 3528.160645
	Iteration 1F: 3 clusters Score -6896903 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6897480.500000 Penalty: 3528.160645
	Iteration 2Q: 3 clusters Score -6897480 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -6898260.000000 Penalty: 3528.160645
	Iteration 3Q: 3 clusters Score -6898260 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6899366.000000 Penalty: 3528.160645
	Iteration 4Q: 3 clusters Score -6899366 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -6900905.000000 Penalty: 3528.160645
	Iteration 5F: 3 clusters Score -6900905 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -6903090.000000 Penalty: 3528.160645
	Iteration 6F: 3 clusters Score -6903090 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6905823.000000 Penalty: 3528.160645
	Iteration 7F: 3 clusters Score -6905823 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6908836.000000 Penalty: 3528.160645
	Iteration 8F: 3 clusters Score -6908836 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6911279.500000 Penalty: 3528.160645
	Iteration 9F: 3 clusters Score -6911280 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6913057.000000 Penalty: 3528.160645
	Iteration 10Q: 3 clusters Score -6913057 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6914205.000000 Penalty: 3528.160645
	Iteration 11Q: 3 clusters Score -6914205 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6914862.500000 Penalty: 3528.160645
	Iteration 12Q: 3 clusters Score -6914862 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6915295.000000 Penalty: 3528.160645
	Iteration 13Q: 3 clusters Score -6915295 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6915546.000000 Penalty: 3528.160645
	Iteration 14Q: 3 clusters Score -6915546 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6915755.500000 Penalty: 3528.160645
	Iteration 15Q: 3 clusters Score -6915756 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6915911.000000 Penalty: 3528.160645
	Iteration 16Q: 3 clusters Score -6915911 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6915994.000000 Penalty: 3528.160645
	Iteration 17Q: 3 clusters Score -6915994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6916054.000000 Penalty: 3528.160645
	Iteration 18Q: 3 clusters Score -6916054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6916101.000000 Penalty: 3528.160645
	Iteration 19Q: 3 clusters Score -6916101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6916151.000000 Penalty: 3528.160645
	Iteration 20F: 3 clusters Score -6916151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6916177.000000 Penalty: 3528.160645
	Iteration 21Q: 3 clusters Score -6916177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6916205.000000 Penalty: 3528.160645
	Iteration 22Q: 3 clusters Score -6916205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6916227.500000 Penalty: 3528.160645
	Iteration 23Q: 3 clusters Score -6916228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6916242.000000 Penalty: 3528.160645
	Iteration 24Q: 3 clusters Score -6916242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6916256.000000 Penalty: 3528.160645
	Iteration 25Q: 3 clusters Score -6916256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6916260.000000 Penalty: 3528.160645
	Iteration 26Q: 3 clusters Score -6916260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6916259.000000 Penalty: 3528.160645
	Iteration 27Q: 3 clusters Score -6916259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6916262.000000 Penalty: 3528.160645
	Iteration 28Q: 3 clusters Score -6916262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6916251.000000 Penalty: 3528.160645
	Iteration 29Q: 3 clusters Score -6916251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6916251.000000 Penalty: 3528.160645
	Iteration 30F: 3 clusters Score -6916251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16007.746094 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -16007.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16286.664062 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16286.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16454.019531 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16454.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16520.738281 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16520.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16545.259766 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16545.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16552.119141 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16552.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16556.701172 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16561.351562 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16561.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16562.324219 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -16562.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16563.052734 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -16563.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16563.052734 Penalty: 1886.668823
	Iteration 10F: 3 clusters Score -16563.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23929.664062 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23929.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24077.814453 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24077.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24085.716797 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -24085.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24085.716797 Penalty: 1749.960938
	Iteration 3F: 3 clusters Score -24085.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -791595.437500 Penalty: 1414.535522
	Iteration 0F: 2 clusters Score -791595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -786959.812500 Penalty: 2829.071045
	Iteration 0F: 3 clusters Score -786959.8 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -788420.562500 Penalty: 2829.071045
	Iteration 1F: 3 clusters Score -788420.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -788795.000000 Penalty: 2829.071045
	Iteration 2F: 3 clusters Score -788795 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -789173.312500 Penalty: 2829.071045
	Iteration 3F: 3 clusters Score -789173.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -789531.687500 Penalty: 2829.071045
	Iteration 4F: 3 clusters Score -789531.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -789886.500000 Penalty: 2829.071045
	Iteration 5F: 3 clusters Score -789886.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -790232.187500 Penalty: 2829.071045
	Iteration 6F: 3 clusters Score -790232.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -790498.812500 Penalty: 2829.071045
	Iteration 7Q: 3 clusters Score -790498.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -790665.875000 Penalty: 2829.071045
	Iteration 8Q: 3 clusters Score -790665.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -790757.375000 Penalty: 2829.071045
	Iteration 9Q: 3 clusters Score -790757.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -790789.812500 Penalty: 2829.071045
	Iteration 10Q: 3 clusters Score -790789.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -790806.562500 Penalty: 2829.071045
	Iteration 11Q: 3 clusters Score -790806.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -790812.625000 Penalty: 2829.071045
	Iteration 12Q: 3 clusters Score -790812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -790816.000000 Penalty: 2829.071045
	Iteration 13Q: 3 clusters Score -790816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -790817.187500 Penalty: 2829.071045
	Iteration 14Q: 3 clusters Score -790817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -790819.687500 Penalty: 2829.071045
	Iteration 15Q: 3 clusters Score -790819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -790821.000000 Penalty: 2829.071045
	Iteration 16Q: 3 clusters Score -790821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -790822.250000 Penalty: 2829.071045
	Iteration 17Q: 3 clusters Score -790822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -790822.812500 Penalty: 2829.071045
	Iteration 18Q: 3 clusters Score -790822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -790822.812500 Penalty: 2829.071045
	Iteration 19F: 3 clusters Score -790822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Entering Unmasked Estep 
Score: -1259706.375000 Penalty: 1494.323364
	Iteration 0F: 2 clusters Score -1259706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1252687.875000 Penalty: 2988.646729
	Iteration 0F: 3 clusters Score -1252688 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1255332.375000 Penalty: 2988.646729
	Iteration 1F: 3 clusters Score -1255332 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1255905.250000 Penalty: 2988.646729
	Iteration 2F: 3 clusters Score -1255905 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1256585.625000 Penalty: 2988.646729
	Iteration 3F: 3 clusters Score -1256586 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1257261.750000 Penalty: 2988.646729
	Iteration 4F: 3 clusters Score -1257262 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1257772.250000 Penalty: 2988.646729
	Iteration 5F: 3 clusters Score -1257772 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1258176.125000 Penalty: 2988.646729
	Iteration 6F: 3 clusters Score -1258176 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1258430.125000 Penalty: 2988.646729
	Iteration 7Q: 3 clusters Score -1258430 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1258590.375000 Penalty: 2988.646729
	Iteration 8Q: 3 clusters Score -1258590 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1258686.500000 Penalty: 2988.646729
	Iteration 9Q: 3 clusters Score -1258686 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1258748.125000 Penalty: 2988.646729
	Iteration 10Q: 3 clusters Score -1258748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1258803.875000 Penalty: 2988.646729
	Iteration 11Q: 3 clusters Score -1258804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1258853.250000 Penalty: 2988.646729
	Iteration 12Q: 3 clusters Score -1258853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1258898.750000 Penalty: 2988.646729
	Iteration 13Q: 3 clusters Score -1258899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1258936.750000 Penalty: 2988.646729
	Iteration 14Q: 3 clusters Score -1258937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1258978.875000 Penalty: 2988.646729
	Iteration 15Q: 3 clusters Score -1258979 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1259017.250000 Penalty: 2988.646729
	Iteration 16Q: 3 clusters Score -1259017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1259053.125000 Penalty: 2988.646729
	Iteration 17Q: 3 clusters Score -1259053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1259087.000000 Penalty: 2988.646729
	Iteration 18Q: 3 clusters Score -1259087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1259116.750000 Penalty: 2988.646729
	Iteration 19Q: 3 clusters Score -1259117 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1259140.250000 Penalty: 2988.646729
	Iteration 20F: 3 clusters Score -1259140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1259179.750000 Penalty: 2988.646729
	Iteration 21Q: 3 clusters Score -1259180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1259206.875000 Penalty: 2988.646729
	Iteration 22Q: 3 clusters Score -1259207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1259234.500000 Penalty: 2988.646729
	Iteration 23Q: 3 clusters Score -1259234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1259249.375000 Penalty: 2988.646729
	Iteration 24Q: 3 clusters Score -1259249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1259265.375000 Penalty: 2988.646729
	Iteration 25Q: 3 clusters Score -1259265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1259283.125000 Penalty: 2988.646729
	Iteration 26Q: 3 clusters Score -1259283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1259292.125000 Penalty: 2988.646729
	Iteration 27Q: 3 clusters Score -1259292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1259301.500000 Penalty: 2988.646729
	Iteration 28Q: 3 clusters Score -1259302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1259305.500000 Penalty: 2988.646729
	Iteration 29Q: 3 clusters Score -1259306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1259311.750000 Penalty: 2988.646729
	Iteration 30Q: 3 clusters Score -1259312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1259316.500000 Penalty: 2988.646729
	Iteration 31Q: 3 clusters Score -1259316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1259312.875000 Penalty: 2988.646729
	Iteration 32Q: 3 clusters Score -1259313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1259314.000000 Penalty: 2988.646729
	Iteration 33Q: 3 clusters Score -1259314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1259315.625000 Penalty: 2988.646729
	Iteration 34Q: 3 clusters Score -1259316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1259315.625000 Penalty: 2988.646729
	Iteration 35Q: 3 clusters Score -1259316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1259321.125000 Penalty: 2988.646729
	Iteration 36Q: 3 clusters Score -1259321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1259320.125000 Penalty: 2988.646729
	Iteration 37Q: 3 clusters Score -1259320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1259323.375000 Penalty: 2988.646729
	Iteration 38Q: 3 clusters Score -1259323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1259322.125000 Penalty: 2988.646729
	Iteration 39Q: 3 clusters Score -1259322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1259322.500000 Penalty: 2988.646729
	Iteration 40F: 3 clusters Score -1259322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1259323.250000 Penalty: 2988.646729
	Iteration 41Q: 3 clusters Score -1259323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1259323.750000 Penalty: 2988.646729
	Iteration 42Q: 3 clusters Score -1259324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1259324.250000 Penalty: 2988.646729
	Iteration 43Q: 3 clusters Score -1259324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1259324.250000 Penalty: 2988.646729
	Iteration 44F: 3 clusters Score -1259324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Entering Unmasked Estep 
Score: -3184579.750000 Penalty: 1642.460449
	Iteration 0F: 2 clusters Score -3184580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3167911.500000 Penalty: 3284.920898
	Iteration 0F: 3 clusters Score -3167912 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3174019.000000 Penalty: 3284.920898
	Iteration 1F: 3 clusters Score -3174019 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3174327.750000 Penalty: 3284.920898
	Iteration 2Q: 3 clusters Score -3174328 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3174651.250000 Penalty: 3284.920898
	Iteration 3Q: 3 clusters Score -3174651 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3174982.000000 Penalty: 3284.920898
	Iteration 4Q: 3 clusters Score -3174982 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3175361.000000 Penalty: 3284.920898
	Iteration 5Q: 3 clusters Score -3175361 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3175848.750000 Penalty: 3284.920898
	Iteration 6Q: 3 clusters Score -3175849 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3176553.750000 Penalty: 3284.920898
	Iteration 7F: 3 clusters Score -3176554 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3177547.000000 Penalty: 3284.920898
	Iteration 8F: 3 clusters Score -3177547 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3178823.500000 Penalty: 3284.920898
	Iteration 9F: 3 clusters Score -3178824 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3180196.250000 Penalty: 3284.920898
	Iteration 10F: 3 clusters Score -3180196 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3181411.750000 Penalty: 3284.920898
	Iteration 11Q: 3 clusters Score -3181412 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3182302.000000 Penalty: 3284.920898
	Iteration 12Q: 3 clusters Score -3182302 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3182866.000000 Penalty: 3284.920898
	Iteration 13Q: 3 clusters Score -3182866 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3183154.000000 Penalty: 3284.920898
	Iteration 14Q: 3 clusters Score -3183154 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3183296.750000 Penalty: 3284.920898
	Iteration 15Q: 3 clusters Score -3183297 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3183368.250000 Penalty: 3284.920898
	Iteration 16Q: 3 clusters Score -3183368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3183423.500000 Penalty: 3284.920898
	Iteration 17Q: 3 clusters Score -3183424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3183462.750000 Penalty: 3284.920898
	Iteration 18Q: 3 clusters Score -3183463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3183502.000000 Penalty: 3284.920898
	Iteration 19Q: 3 clusters Score -3183502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3183540.500000 Penalty: 3284.920898
	Iteration 20F: 3 clusters Score -3183540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3183570.750000 Penalty: 3284.920898
	Iteration 21Q: 3 clusters Score -3183571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3183586.500000 Penalty: 3284.920898
	Iteration 22Q: 3 clusters Score -3183586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3183607.000000 Penalty: 3284.920898
	Iteration 23Q: 3 clusters Score -3183607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3183617.750000 Penalty: 3284.920898
	Iteration 24Q: 3 clusters Score -3183618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3183622.750000 Penalty: 3284.920898
	Iteration 25Q: 3 clusters Score -3183623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3183628.000000 Penalty: 3284.920898
	Iteration 26Q: 3 clusters Score -3183628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3183635.000000 Penalty: 3284.920898
	Iteration 27Q: 3 clusters Score -3183635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3183639.750000 Penalty: 3284.920898
	Iteration 28Q: 3 clusters Score -3183640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3183640.500000 Penalty: 3284.920898
	Iteration 29Q: 3 clusters Score -3183640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3183648.000000 Penalty: 3284.920898
	Iteration 30Q: 3 clusters Score -3183648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3183649.000000 Penalty: 3284.920898
	Iteration 31Q: 3 clusters Score -3183649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3183648.750000 Penalty: 3284.920898
	Iteration 32Q: 3 clusters Score -3183649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3183649.750000 Penalty: 3284.920898
	Iteration 33Q: 3 clusters Score -3183650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3183649.250000 Penalty: 3284.920898
	Iteration 34Q: 3 clusters Score -3183649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3183649.250000 Penalty: 3284.920898
	Iteration 35F: 3 clusters Score -3183649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -437851.625000 Penalty: 1325.012817
	Iteration 0F: 2 clusters Score -437851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -434917.437500 Penalty: 2650.025635
	Iteration 0F: 3 clusters Score -434917.4 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -435693.187500 Penalty: 2650.025635
	Iteration 1F: 3 clusters Score -435693.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -435854.187500 Penalty: 2650.025635
	Iteration 2F: 3 clusters Score -435854.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435960.031250 Penalty: 2650.025635
	Iteration 3F: 3 clusters Score -435960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -436053.843750 Penalty: 2650.025635
	Iteration 4Q: 3 clusters Score -436053.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -436136.125000 Penalty: 2650.025635
	Iteration 5Q: 3 clusters Score -436136.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -436210.187500 Penalty: 2650.025635
	Iteration 6Q: 3 clusters Score -436210.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -436277.093750 Penalty: 2650.025635
	Iteration 7Q: 3 clusters Score -436277.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -436359.531250 Penalty: 2650.025635
	Iteration 8Q: 3 clusters Score -436359.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -436459.250000 Penalty: 2650.025635
	Iteration 9Q: 3 clusters Score -436459.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -436559.437500 Penalty: 2650.025635
	Iteration 10Q: 3 clusters Score -436559.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -436651.593750 Penalty: 2650.025635
	Iteration 11Q: 3 clusters Score -436651.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -436741.500000 Penalty: 2650.025635
	Iteration 12Q: 3 clusters Score -436741.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -436811.500000 Penalty: 2650.025635
	Iteration 13Q: 3 clusters Score -436811.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -436870.406250 Penalty: 2650.025635
	Iteration 14Q: 3 clusters Score -436870.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -436912.843750 Penalty: 2650.025635
	Iteration 15Q: 3 clusters Score -436912.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -436947.125000 Penalty: 2650.025635
	Iteration 16Q: 3 clusters Score -436947.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -436973.625000 Penalty: 2650.025635
	Iteration 17Q: 3 clusters Score -436973.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -436994.093750 Penalty: 2650.025635
	Iteration 18Q: 3 clusters Score -436994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -437011.500000 Penalty: 2650.025635
	Iteration 19Q: 3 clusters Score -437011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -437026.375000 Penalty: 2650.025635
	Iteration 20F: 3 clusters Score -437026.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -437046.593750 Penalty: 2650.025635
	Iteration 21Q: 3 clusters Score -437046.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -437059.875000 Penalty: 2650.025635
	Iteration 22Q: 3 clusters Score -437059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -437064.656250 Penalty: 2650.025635
	Iteration 23Q: 3 clusters Score -437064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -437071.687500 Penalty: 2650.025635
	Iteration 24Q: 3 clusters Score -437071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -437079.125000 Penalty: 2650.025635
	Iteration 25Q: 3 clusters Score -437079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -437084.750000 Penalty: 2650.025635
	Iteration 26Q: 3 clusters Score -437084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437085.343750 Penalty: 2650.025635
	Iteration 27Q: 3 clusters Score -437085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437085.343750 Penalty: 2650.025635
	Iteration 28F: 3 clusters Score -437085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41951.894531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41951.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41060.335938 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41060.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41208.273438 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41208.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41319.199219 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41319.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41406.398438 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -41406.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41451.957031 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41451.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41498.085938 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41498.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41522.265625 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41522.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41530.843750 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41530.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41535.800781 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41537.339844 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41537.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41537.339844 Penalty: 1927.116455
	Iteration 10F: 3 clusters Score -41537.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (57808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Entering Unmasked Estep 
Score: -7776474.000000 Penalty: 1781.793457
	Iteration 0F: 2 clusters Score -7776474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -7739689.000000 Penalty: 3563.586914
	Iteration 0F: 3 clusters Score -7739689 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -7755257.500000 Penalty: 3563.586914
	Iteration 1F: 3 clusters Score -7755258 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7755912.500000 Penalty: 3563.586914
	Iteration 2Q: 3 clusters Score -7755912 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7756847.000000 Penalty: 3563.586914
	Iteration 3Q: 3 clusters Score -7756847 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -7758187.500000 Penalty: 3563.586914
	Iteration 4Q: 3 clusters Score -7758188 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -7760260.500000 Penalty: 3563.586914
	Iteration 5F: 3 clusters Score -7760260 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -7763149.500000 Penalty: 3563.586914
	Iteration 6F: 3 clusters Score -7763150 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -7766489.500000 Penalty: 3563.586914
	Iteration 7F: 3 clusters Score -7766490 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -7769306.500000 Penalty: 3563.586914
	Iteration 8F: 3 clusters Score -7769306 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -7770870.000000 Penalty: 3563.586914
	Iteration 9Q: 3 clusters Score -7770870 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -7771554.500000 Penalty: 3563.586914
	Iteration 10Q: 3 clusters Score -7771554 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7771947.000000 Penalty: 3563.586914
	Iteration 11Q: 3 clusters Score -7771947 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -7772210.500000 Penalty: 3563.586914
	Iteration 12Q: 3 clusters Score -7772210 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -7772487.500000 Penalty: 3563.586914
	Iteration 13Q: 3 clusters Score -7772488 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -7772727.500000 Penalty: 3563.586914
	Iteration 14Q: 3 clusters Score -7772728 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -7772875.000000 Penalty: 3563.586914
	Iteration 15Q: 3 clusters Score -7772875 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -7773048.000000 Penalty: 3563.586914
	Iteration 16Q: 3 clusters Score -7773048 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -7773192.500000 Penalty: 3563.586914
	Iteration 17Q: 3 clusters Score -7773192 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -7773340.500000 Penalty: 3563.586914
	Iteration 18Q: 3 clusters Score -7773340 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -7773468.500000 Penalty: 3563.586914
	Iteration 19Q: 3 clusters Score -7773468 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -7773593.000000 Penalty: 3563.586914
	Iteration 20F: 3 clusters Score -7773593 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -7773704.000000 Penalty: 3563.586914
	Iteration 21Q: 3 clusters Score -7773704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -7773773.500000 Penalty: 3563.586914
	Iteration 22Q: 3 clusters Score -7773774 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -7773847.000000 Penalty: 3563.586914
	Iteration 23Q: 3 clusters Score -7773847 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -7773867.500000 Penalty: 3563.586914
	Iteration 24Q: 3 clusters Score -7773868 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -7773917.000000 Penalty: 3563.586914
	Iteration 25Q: 3 clusters Score -7773917 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -7773977.000000 Penalty: 3563.586914
	Iteration 26Q: 3 clusters Score -7773977 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -7774059.000000 Penalty: 3563.586914
	Iteration 27Q: 3 clusters Score -7774059 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -7774134.000000 Penalty: 3563.586914
	Iteration 28Q: 3 clusters Score -7774134 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -7774186.000000 Penalty: 3563.586914
	Iteration 29Q: 3 clusters Score -7774186 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7774244.000000 Penalty: 3563.586914
	Iteration 30Q: 3 clusters Score -7774244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -7774312.500000 Penalty: 3563.586914
	Iteration 31Q: 3 clusters Score -7774312 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -7774378.000000 Penalty: 3563.586914
	Iteration 32Q: 3 clusters Score -7774378 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7774440.000000 Penalty: 3563.586914
	Iteration 33Q: 3 clusters Score -7774440 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -7774454.500000 Penalty: 3563.586914
	Iteration 34Q: 3 clusters Score -7774454 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7774488.500000 Penalty: 3563.586914
	Iteration 35Q: 3 clusters Score -7774488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -7774516.000000 Penalty: 3563.586914
	Iteration 36Q: 3 clusters Score -7774516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -7774561.000000 Penalty: 3563.586914
	Iteration 37Q: 3 clusters Score -7774561 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -7774571.000000 Penalty: 3563.586914
	Iteration 38Q: 3 clusters Score -7774571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7774601.000000 Penalty: 3563.586914
	Iteration 39Q: 3 clusters Score -7774601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7774661.000000 Penalty: 3563.586914
	Iteration 40F: 3 clusters Score -7774661 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -7774664.500000 Penalty: 3563.586914
	Iteration 41Q: 3 clusters Score -7774664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -7774710.500000 Penalty: 3563.586914
	Iteration 42Q: 3 clusters Score -7774710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7774742.000000 Penalty: 3563.586914
	Iteration 43Q: 3 clusters Score -7774742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -7774735.000000 Penalty: 3563.586914
	Iteration 44Q: 3 clusters Score -7774735 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -7774763.000000 Penalty: 3563.586914
	Iteration 45Q: 3 clusters Score -7774763 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -7774795.000000 Penalty: 3563.586914
	Iteration 46Q: 3 clusters Score -7774795 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7774816.500000 Penalty: 3563.586914
	Iteration 47Q: 3 clusters Score -7774816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -7774826.500000 Penalty: 3563.586914
	Iteration 48Q: 3 clusters Score -7774826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7774832.500000 Penalty: 3563.586914
	Iteration 49Q: 3 clusters Score -7774832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7774831.000000 Penalty: 3563.586914
	Iteration 50Q: 3 clusters Score -7774831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7774815.000000 Penalty: 3563.586914
	Iteration 51Q: 3 clusters Score -7774815 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -7774821.500000 Penalty: 3563.586914
	Iteration 52Q: 3 clusters Score -7774822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -7774835.000000 Penalty: 3563.586914
	Iteration 53Q: 3 clusters Score -7774835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -7774828.500000 Penalty: 3563.586914
	Iteration 54Q: 3 clusters Score -7774828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -7774837.500000 Penalty: 3563.586914
	Iteration 55Q: 3 clusters Score -7774838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -7774819.000000 Penalty: 3563.586914
	Iteration 56Q: 3 clusters Score -7774819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -7774838.500000 Penalty: 3563.586914
	Iteration 57Q: 3 clusters Score -7774838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -7774849.500000 Penalty: 3563.586914
	Iteration 58Q: 3 clusters Score -7774850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -7774847.000000 Penalty: 3563.586914
	Iteration 59Q: 3 clusters Score -7774847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7774852.500000 Penalty: 3563.586914
	Iteration 60F: 3 clusters Score -7774852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -7774882.500000 Penalty: 3563.586914
	Iteration 61Q: 3 clusters Score -7774882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -7774885.500000 Penalty: 3563.586914
	Iteration 62Q: 3 clusters Score -7774886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -7774882.000000 Penalty: 3563.586914
	Iteration 63Q: 3 clusters Score -7774882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7774881.000000 Penalty: 3563.586914
	Iteration 64Q: 3 clusters Score -7774881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -7774888.000000 Penalty: 3563.586914
	Iteration 65Q: 3 clusters Score -7774888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7774884.000000 Penalty: 3563.586914
	Iteration 66Q: 3 clusters Score -7774884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -7774909.500000 Penalty: 3563.586914
	Iteration 67Q: 3 clusters Score -7774910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -7774923.500000 Penalty: 3563.586914
	Iteration 68Q: 3 clusters Score -7774924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -7774934.500000 Penalty: 3563.586914
	Iteration 69Q: 3 clusters Score -7774934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -7774949.500000 Penalty: 3563.586914
	Iteration 70Q: 3 clusters Score -7774950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7774945.000000 Penalty: 3563.586914
	Iteration 71Q: 3 clusters Score -7774945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -7774967.500000 Penalty: 3563.586914
	Iteration 72Q: 3 clusters Score -7774968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -7774968.000000 Penalty: 3563.586914
	Iteration 73Q: 3 clusters Score -7774968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -7774962.000000 Penalty: 3563.586914
	Iteration 74Q: 3 clusters Score -7774962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -7774959.500000 Penalty: 3563.586914
	Iteration 75Q: 3 clusters Score -7774960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -7774963.000000 Penalty: 3563.586914
	Iteration 76Q: 3 clusters Score -7774963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7774958.500000 Penalty: 3563.586914
	Iteration 77Q: 3 clusters Score -7774958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7774968.500000 Penalty: 3563.586914
	Iteration 78Q: 3 clusters Score -7774968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -7774988.500000 Penalty: 3563.586914
	Iteration 79Q: 3 clusters Score -7774988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7774992.000000 Penalty: 3563.586914
	Iteration 80F: 3 clusters Score -7774992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7775005.500000 Penalty: 3563.586914
	Iteration 81Q: 3 clusters Score -7775006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -7775010.500000 Penalty: 3563.586914
	Iteration 82Q: 3 clusters Score -7775010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7775002.500000 Penalty: 3563.586914
	Iteration 83Q: 3 clusters Score -7775002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7775007.500000 Penalty: 3563.586914
	Iteration 84Q: 3 clusters Score -7775008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -7775014.500000 Penalty: 3563.586914
	Iteration 85Q: 3 clusters Score -7775014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -7775005.500000 Penalty: 3563.586914
	Iteration 86Q: 3 clusters Score -7775006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -7775016.500000 Penalty: 3563.586914
	Iteration 87Q: 3 clusters Score -7775016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -7775030.000000 Penalty: 3563.586914
	Iteration 88Q: 3 clusters Score -7775030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -7775034.000000 Penalty: 3563.586914
	Iteration 89Q: 3 clusters Score -7775034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -7775032.500000 Penalty: 3563.586914
	Iteration 90Q: 3 clusters Score -7775032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -7775027.500000 Penalty: 3563.586914
	Iteration 91Q: 3 clusters Score -7775028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7775032.000000 Penalty: 3563.586914
	Iteration 92Q: 3 clusters Score -7775032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7775035.000000 Penalty: 3563.586914
	Iteration 93Q: 3 clusters Score -7775035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -7775044.000000 Penalty: 3563.586914
	Iteration 94Q: 3 clusters Score -7775044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -7775043.000000 Penalty: 3563.586914
	Iteration 95Q: 3 clusters Score -7775043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7775032.500000 Penalty: 3563.586914
	Iteration 96Q: 3 clusters Score -7775032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -7775035.000000 Penalty: 3563.586914
	Iteration 97Q: 3 clusters Score -7775035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -7775033.500000 Penalty: 3563.586914
	Iteration 98Q: 3 clusters Score -7775034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -7775024.000000 Penalty: 3563.586914
	Iteration 99Q: 3 clusters Score -7775024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -7775033.500000 Penalty: 3563.586914
	Iteration 100F: 3 clusters Score -7775034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -7775030.000000 Penalty: 3563.586914
	Iteration 101Q: 3 clusters Score -7775030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -7775027.000000 Penalty: 3563.586914
	Iteration 102Q: 3 clusters Score -7775027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -7775030.000000 Penalty: 3563.586914
	Iteration 103Q: 3 clusters Score -7775030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -7775037.000000 Penalty: 3563.586914
	Iteration 104Q: 3 clusters Score -7775037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -7775051.000000 Penalty: 3563.586914
	Iteration 105Q: 3 clusters Score -7775051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7775044.500000 Penalty: 3563.586914
	Iteration 106Q: 3 clusters Score -7775044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -7775033.000000 Penalty: 3563.586914
	Iteration 107Q: 3 clusters Score -7775033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -7775034.500000 Penalty: 3563.586914
	Iteration 108Q: 3 clusters Score -7775034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -7775036.500000 Penalty: 3563.586914
	Iteration 109Q: 3 clusters Score -7775036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7775040.000000 Penalty: 3563.586914
	Iteration 110Q: 3 clusters Score -7775040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -7775042.500000 Penalty: 3563.586914
	Iteration 111Q: 3 clusters Score -7775042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7775040.000000 Penalty: 3563.586914
	Iteration 112Q: 3 clusters Score -7775040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7775040.000000 Penalty: 3563.586914
	Iteration 113Q: 3 clusters Score -7775040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7775036.000000 Penalty: 3563.586914
	Iteration 114Q: 3 clusters Score -7775036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7775037.000000 Penalty: 3563.586914
	Iteration 115Q: 3 clusters Score -7775037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7775033.000000 Penalty: 3563.586914
	Iteration 116Q: 3 clusters Score -7775033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7775034.500000 Penalty: 3563.586914
	Iteration 117Q: 3 clusters Score -7775034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7775035.500000 Penalty: 3563.586914
	Iteration 118Q: 3 clusters Score -7775036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7775036.500000 Penalty: 3563.586914
	Iteration 119Q: 3 clusters Score -7775036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -7775029.000000 Penalty: 3563.586914
	Iteration 120F: 3 clusters Score -7775029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7775032.000000 Penalty: 3563.586914
	Iteration 121Q: 3 clusters Score -7775032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -7775036.500000 Penalty: 3563.586914
	Iteration 122Q: 3 clusters Score -7775036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -7775032.500000 Penalty: 3563.586914
	Iteration 123Q: 3 clusters Score -7775032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -7775032.500000 Penalty: 3563.586914
	Iteration 124Q: 3 clusters Score -7775032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -7775031.500000 Penalty: 3563.586914
	Iteration 125Q: 3 clusters Score -7775032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7775029.500000 Penalty: 3563.586914
	Iteration 126Q: 3 clusters Score -7775030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -7775036.000000 Penalty: 3563.586914
	Iteration 127Q: 3 clusters Score -7775036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -7775036.000000 Penalty: 3563.586914
	Iteration 128F: 3 clusters Score -7775036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22543.894531 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22543.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22623.947266 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22623.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22638.820312 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -22638.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22652.916016 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22652.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22653.708984 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22653.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22656.210938 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22656.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22663.650391 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22663.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22677.564453 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22677.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22684.230469 Penalty: 1798.351562
	Iteration 8Q: 3 clusters Score -22684.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22706.107422 Penalty: 1798.351562
	Iteration 9Q: 3 clusters Score -22706.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22729.287109 Penalty: 1798.351562
	Iteration 10Q: 3 clusters Score -22729.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22733.607422 Penalty: 1798.351562
	Iteration 11Q: 3 clusters Score -22733.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22733.607422 Penalty: 1798.351562
	Iteration 12F: 3 clusters Score -22733.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38285.796875 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38285.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38668.992188 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38668.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38816.656250 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38816.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38959.148438 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -38959.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39077.585938 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -39077.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39167.265625 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -39167.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39189.429688 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -39189.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39192.753906 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -39192.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39192.753906 Penalty: 1988.381592
	Iteration 8F: 3 clusters Score -39192.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 139 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 315 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974144.000000 Penalty: 98007.054688
Splitting cluster 32 changes total score from -85975368.000000 to -85974144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223346.265625 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223346.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -223690.000000 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -223823.828125 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223823.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223883.718750 Penalty: 2354.374023
	Iteration 3F: 3 clusters Score -223883.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -223928.640625 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223928.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -223969.046875 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -224006.000000 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -224006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -224047.000000 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -224047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -224080.375000 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -224080.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -224122.234375 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -224122.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -224135.562500 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -224135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -224139.390625 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -224139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -224144.406250 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -224144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -224148.312500 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -224148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -224149.828125 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -224149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -224150.359375 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -224150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -224151.343750 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -224151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -224151.343750 Penalty: 2354.374023
	Iteration 17F: 3 clusters Score -224151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15608.026367 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15608.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15784.429688 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15784.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15885.291016 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -15885.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15949.235352 Penalty: 1813.412231
	Iteration 3F: 3 clusters Score -15949.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15997.454102 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -15997.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16027.050781 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16027.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16054.037109 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16054.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16064.323242 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -16064.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16064.323242 Penalty: 1813.412231
	Iteration 8F: 3 clusters Score -16064.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111309.687500 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111309.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111633.484375 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111633.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111721.601562 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111783.039062 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -111783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111821.164062 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111821.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111852.007812 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111873.117188 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111885.484375 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111885.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111898.312500 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111904.687500 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111912.640625 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111912.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111922.296875 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -111922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111926.312500 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -111926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111927.625000 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -111927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111927.625000 Penalty: 2171.277832
	Iteration 14F: 3 clusters Score -111927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Entering Unmasked Estep 
Score: -7462736.000000 Penalty: 1776.557251
	Iteration 0F: 2 clusters Score -7462736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7427770.500000 Penalty: 3553.114502
	Iteration 0F: 3 clusters Score -7427770 nChanged 26298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7442545.500000 Penalty: 3553.114502
	Iteration 1F: 3 clusters Score -7442546 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -7443032.000000 Penalty: 3553.114502
	Iteration 2Q: 3 clusters Score -7443032 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7443583.000000 Penalty: 3553.114502
	Iteration 3Q: 3 clusters Score -7443583 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7444163.000000 Penalty: 3553.114502
	Iteration 4Q: 3 clusters Score -7444163 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -7445078.000000 Penalty: 3553.114502
	Iteration 5Q: 3 clusters Score -7445078 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7446476.000000 Penalty: 3553.114502
	Iteration 6F: 3 clusters Score -7446476 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7448538.000000 Penalty: 3553.114502
	Iteration 7F: 3 clusters Score -7448538 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7451362.500000 Penalty: 3553.114502
	Iteration 8F: 3 clusters Score -7451362 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -7454690.500000 Penalty: 3553.114502
	Iteration 9F: 3 clusters Score -7454690 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -7457438.000000 Penalty: 3553.114502
	Iteration 10F: 3 clusters Score -7457438 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -7458760.500000 Penalty: 3553.114502
	Iteration 11Q: 3 clusters Score -7458760 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -7459468.000000 Penalty: 3553.114502
	Iteration 12Q: 3 clusters Score -7459468 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -7459830.000000 Penalty: 3553.114502
	Iteration 13Q: 3 clusters Score -7459830 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -7460160.500000 Penalty: 3553.114502
	Iteration 14Q: 3 clusters Score -7460160 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -7460353.000000 Penalty: 3553.114502
	Iteration 15Q: 3 clusters Score -7460353 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -7460565.500000 Penalty: 3553.114502
	Iteration 16Q: 3 clusters Score -7460566 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -7460778.500000 Penalty: 3553.114502
	Iteration 17Q: 3 clusters Score -7460778 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -7460911.500000 Penalty: 3553.114502
	Iteration 18Q: 3 clusters Score -7460912 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -7461046.500000 Penalty: 3553.114502
	Iteration 19Q: 3 clusters Score -7461046 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -7461136.500000 Penalty: 3553.114502
	Iteration 20F: 3 clusters Score -7461136 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7461282.000000 Penalty: 3553.114502
	Iteration 21Q: 3 clusters Score -7461282 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -7461312.000000 Penalty: 3553.114502
	Iteration 22Q: 3 clusters Score -7461312 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -7461345.500000 Penalty: 3553.114502
	Iteration 23Q: 3 clusters Score -7461346 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7461341.000000 Penalty: 3553.114502
	Iteration 24Q: 3 clusters Score -7461341 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -7461293.500000 Penalty: 3553.114502
	Iteration 25Q: 3 clusters Score -7461294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -7461285.500000 Penalty: 3553.114502
	Iteration 26Q: 3 clusters Score -7461286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7461296.500000 Penalty: 3553.114502
	Iteration 27Q: 3 clusters Score -7461296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -7461311.000000 Penalty: 3553.114502
	Iteration 28Q: 3 clusters Score -7461311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -7461317.000000 Penalty: 3553.114502
	Iteration 29Q: 3 clusters Score -7461317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7461335.500000 Penalty: 3553.114502
	Iteration 30Q: 3 clusters Score -7461336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7461351.000000 Penalty: 3553.114502
	Iteration 31Q: 3 clusters Score -7461351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -7461360.500000 Penalty: 3553.114502
	Iteration 32Q: 3 clusters Score -7461360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -7461370.000000 Penalty: 3553.114502
	Iteration 33Q: 3 clusters Score -7461370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -7461370.000000 Penalty: 3553.114502
	Iteration 34Q: 3 clusters Score -7461370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -7461377.000000 Penalty: 3553.114502
	Iteration 35Q: 3 clusters Score -7461377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7461377.000000 Penalty: 3553.114502
	Iteration 36Q: 3 clusters Score -7461377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7461376.000000 Penalty: 3553.114502
	Iteration 37Q: 3 clusters Score -7461376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -7461375.000000 Penalty: 3553.114502
	Iteration 38Q: 3 clusters Score -7461375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -7461372.000000 Penalty: 3553.114502
	Iteration 39Q: 3 clusters Score -7461372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -7461372.000000 Penalty: 3553.114502
	Iteration 40F: 3 clusters Score -7461372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7461375.500000 Penalty: 3553.114502
	Iteration 41Q: 3 clusters Score -7461376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7461375.500000 Penalty: 3553.114502
	Iteration 42F: 3 clusters Score -7461376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40701.132812 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40701.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40920.085938 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40920.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40990.070312 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40990.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41061.609375 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -41061.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41086.777344 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -41086.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41102.062500 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -41102.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41116.789062 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -41116.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41122.035156 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -41122.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41122.035156 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -41122.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35783.714844 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35783.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36044.464844 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -36044.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36242.871094 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36242.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36414.863281 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -36414.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36558.406250 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -36558.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36670.753906 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36670.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36787.871094 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36787.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36819.078125 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36819.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36882.675781 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36882.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36928.648438 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -36928.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36941.804688 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -36941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36941.804688 Penalty: 1939.829956
	Iteration 11F: 3 clusters Score -36941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 212 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974352.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85975368.000000 to -85974352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50430.441406 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50430.44 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50801.703125 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50801.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51141.007812 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -51141.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51234.000000 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -51234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51293.949219 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -51293.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -51327.886719 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51327.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -51434.890625 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51434.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -51490.425781 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51490.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51508.890625 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51508.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51511.644531 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -51511.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51511.644531 Penalty: 1922.765625
	Iteration 10F: 3 clusters Score -51511.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 104 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974288.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85975368.000000 to -85974288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7029.721191 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7029.721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7255.773926 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7255.774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7435.076172 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -7435.076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7588.670898 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7588.671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7632.623047 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7632.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7639.684082 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -7639.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7652.735352 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -7652.735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7720.122070 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -7720.122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7755.278809 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -7755.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7762.084961 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -7762.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7776.294434 Penalty: 1728.389038
	Iteration 10F: 3 clusters Score -7776.294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7890.706543 Penalty: 1728.389038
	Iteration 11Q: 3 clusters Score -7890.707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7908.960938 Penalty: 1728.389038
	Iteration 12Q: 3 clusters Score -7908.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7914.692871 Penalty: 1728.389038
	Iteration 13Q: 3 clusters Score -7914.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7937.293945 Penalty: 1728.389038
	Iteration 14Q: 3 clusters Score -7937.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7947.087891 Penalty: 1728.389038
	Iteration 15Q: 3 clusters Score -7947.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7950.092773 Penalty: 1728.389038
	Iteration 16Q: 3 clusters Score -7950.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7950.092773 Penalty: 1728.389038
	Iteration 17F: 3 clusters Score -7950.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 89 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85974264.000000 Penalty: 98007.054688
Splitting cluster 40 changes total score from -85975368.000000 to -85974264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46783.558594 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46783.56 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46951.500000 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -46951.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47003.800781 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47023.089844 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47023.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47035.531250 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47035.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47046.144531 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47046.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47056.242188 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47056.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47059.734375 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47059.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47060.933594 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47060.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47060.933594 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -47060.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -1085169.125000 Penalty: 1466.499634
	Iteration 0F: 2 clusters Score -1085169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1079044.125000 Penalty: 2932.999268
	Iteration 0F: 3 clusters Score -1079044 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1081025.125000 Penalty: 2932.999268
	Iteration 1F: 3 clusters Score -1081025 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1081282.375000 Penalty: 2932.999268
	Iteration 2F: 3 clusters Score -1081282 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1081517.375000 Penalty: 2932.999268
	Iteration 3F: 3 clusters Score -1081517 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1081740.125000 Penalty: 2932.999268
	Iteration 4Q: 3 clusters Score -1081740 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1081975.125000 Penalty: 2932.999268
	Iteration 5Q: 3 clusters Score -1081975 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1082235.500000 Penalty: 2932.999268
	Iteration 6Q: 3 clusters Score -1082236 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1082499.250000 Penalty: 2932.999268
	Iteration 7Q: 3 clusters Score -1082499 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1082719.375000 Penalty: 2932.999268
	Iteration 8Q: 3 clusters Score -1082719 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1082927.000000 Penalty: 2932.999268
	Iteration 9Q: 3 clusters Score -1082927 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1083096.250000 Penalty: 2932.999268
	Iteration 10Q: 3 clusters Score -1083096 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1083235.125000 Penalty: 2932.999268
	Iteration 11Q: 3 clusters Score -1083235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1083351.750000 Penalty: 2932.999268
	Iteration 12Q: 3 clusters Score -1083352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1083425.500000 Penalty: 2932.999268
	Iteration 13Q: 3 clusters Score -1083426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1083473.500000 Penalty: 2932.999268
	Iteration 14Q: 3 clusters Score -1083474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1083514.750000 Penalty: 2932.999268
	Iteration 15Q: 3 clusters Score -1083515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1083530.875000 Penalty: 2932.999268
	Iteration 16Q: 3 clusters Score -1083531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1083537.750000 Penalty: 2932.999268
	Iteration 17Q: 3 clusters Score -1083538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1083547.000000 Penalty: 2932.999268
	Iteration 18Q: 3 clusters Score -1083547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1083551.875000 Penalty: 2932.999268
	Iteration 19Q: 3 clusters Score -1083552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1083556.750000 Penalty: 2932.999268
	Iteration 20F: 3 clusters Score -1083557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1083563.750000 Penalty: 2932.999268
	Iteration 21Q: 3 clusters Score -1083564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1083565.500000 Penalty: 2932.999268
	Iteration 22Q: 3 clusters Score -1083566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1083566.375000 Penalty: 2932.999268
	Iteration 23Q: 3 clusters Score -1083566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1083565.375000 Penalty: 2932.999268
	Iteration 24Q: 3 clusters Score -1083565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1083568.500000 Penalty: 2932.999268
	Iteration 25Q: 3 clusters Score -1083568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1083568.625000 Penalty: 2932.999268
	Iteration 26Q: 3 clusters Score -1083569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1083573.625000 Penalty: 2932.999268
	Iteration 27Q: 3 clusters Score -1083574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1083573.250000 Penalty: 2932.999268
	Iteration 28Q: 3 clusters Score -1083573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1083577.000000 Penalty: 2932.999268
	Iteration 29Q: 3 clusters Score -1083577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1083576.375000 Penalty: 2932.999268
	Iteration 30Q: 3 clusters Score -1083576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1083579.000000 Penalty: 2932.999268
	Iteration 31Q: 3 clusters Score -1083579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1083578.000000 Penalty: 2932.999268
	Iteration 32Q: 3 clusters Score -1083578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1083578.000000 Penalty: 2932.999268
	Iteration 33Q: 3 clusters Score -1083578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1083580.375000 Penalty: 2932.999268
	Iteration 34Q: 3 clusters Score -1083580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1083579.750000 Penalty: 2932.999268
	Iteration 35Q: 3 clusters Score -1083580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1083580.625000 Penalty: 2932.999268
	Iteration 36Q: 3 clusters Score -1083581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1083580.875000 Penalty: 2932.999268
	Iteration 37Q: 3 clusters Score -1083581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1083579.625000 Penalty: 2932.999268
	Iteration 38Q: 3 clusters Score -1083580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1083580.000000 Penalty: 2932.999268
	Iteration 39Q: 3 clusters Score -1083580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1083581.500000 Penalty: 2932.999268
	Iteration 40F: 3 clusters Score -1083582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1083581.375000 Penalty: 2932.999268
	Iteration 41Q: 3 clusters Score -1083581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1083582.125000 Penalty: 2932.999268
	Iteration 42Q: 3 clusters Score -1083582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1083583.125000 Penalty: 2932.999268
	Iteration 43Q: 3 clusters Score -1083583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1083585.625000 Penalty: 2932.999268
	Iteration 44Q: 3 clusters Score -1083586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1083585.125000 Penalty: 2932.999268
	Iteration 45Q: 3 clusters Score -1083585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1083585.125000 Penalty: 2932.999268
	Iteration 46F: 3 clusters Score -1083585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28791.404297 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28791.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28887.781250 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28887.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28918.576172 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -28918.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28941.863281 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28941.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28963.447266 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28963.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28975.457031 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28975.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28985.300781 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -28985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29007.861328 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29007.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29041.740234 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -29041.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29049.019531 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -29049.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29052.484375 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -29052.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29054.011719 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -29054.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29054.011719 Penalty: 1853.729370
	Iteration 12F: 3 clusters Score -29054.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38507.707031 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38507.71 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38931.472656 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38931.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39116.300781 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39116.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39211.140625 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39211.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39288.562500 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39288.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39358.867188 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39358.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39382.417969 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39382.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39413.464844 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39413.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39440.156250 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39440.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39457.113281 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39457.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39470.652344 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39470.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39506.769531 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39506.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39527.859375 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39527.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39532.902344 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -39532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39533.429688 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -39533.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39534.859375 Penalty: 2041.736694
	Iteration 15Q: 3 clusters Score -39534.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39534.859375 Penalty: 2041.736694
	Iteration 16F: 3 clusters Score -39534.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 256 members 
Mstep: Class 45 contains 279 members 
Entering Unmasked Estep 
Score: -85974200.000000 Penalty: 98007.054688
Splitting cluster 45 changes total score from -85975368.000000 to -85974200.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71722 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47464 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24525 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57808 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55975 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975288.000000 Penalty: 95829.117188
Iteration 359Q: 45 clusters Score -8.597529e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71700 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64675 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69575 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41741 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 57150 members 
Mstep: Class 15 contains 12108 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47460 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51839 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6029 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24529 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57826 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55981 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 360F: 45 clusters Score -8.597517e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71672 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64674 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69571 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41743 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57174 members 
Mstep: Class 15 contains 12108 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47470 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24530 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57845 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55963 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975120.000000 Penalty: 95829.117188
Iteration 361Q: 45 clusters Score -8.597512e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71637 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64683 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69568 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41749 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 12110 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47477 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51833 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24532 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57849 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55958 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975120.000000 Penalty: 95829.117188
Iteration 362Q: 45 clusters Score -8.597512e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71592 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64686 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69566 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17559 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 57221 members 
Mstep: Class 15 contains 12112 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47474 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51832 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24531 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57865 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55961 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975152.000000 Penalty: 95829.117188
Iteration 363Q: 45 clusters Score -8.597515e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71558 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64690 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69561 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17558 members 
Mstep: Class 13 contains 27421 members 
Mstep: Class 14 contains 57243 members 
Mstep: Class 15 contains 12110 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47479 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51828 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6020 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24532 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57889 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55963 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 364Q: 45 clusters Score -8.597517e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71514 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64693 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69559 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41740 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17559 members 
Mstep: Class 13 contains 27421 members 
Mstep: Class 14 contains 57258 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47494 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51827 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6020 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24535 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57900 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55972 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975176.000000 Penalty: 95829.117188
Iteration 365Q: 45 clusters Score -8.597518e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71484 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64699 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69555 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41738 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17562 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57282 members 
Mstep: Class 15 contains 12099 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47501 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57918 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55959 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975104.000000 Penalty: 95829.117188
Iteration 366Q: 45 clusters Score -8.59751e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71461 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64706 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69557 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41740 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57294 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51819 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24539 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57935 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55939 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975120.000000 Penalty: 95829.117188
Iteration 367Q: 45 clusters Score -8.597512e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71431 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64714 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41731 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17566 members 
Mstep: Class 13 contains 27425 members 
Mstep: Class 14 contains 57319 members 
Mstep: Class 15 contains 12091 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47505 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51818 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24539 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57960 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55929 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975136.000000 Penalty: 95829.117188
Iteration 368Q: 45 clusters Score -8.597514e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71404 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64716 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41737 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 57338 members 
Mstep: Class 15 contains 12090 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47498 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51814 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24539 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57976 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55924 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 369Q: 45 clusters Score -8.597517e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71383 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64723 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17567 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 57353 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47489 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51809 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 57995 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55919 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 95829.117188
Iteration 370Q: 45 clusters Score -8.597517e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71353 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64736 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17568 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 57372 members 
Mstep: Class 15 contains 12078 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47486 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51803 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24535 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58012 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55909 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975120.000000 Penalty: 95829.117188
Iteration 371Q: 45 clusters Score -8.597512e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71315 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64740 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69549 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 57402 members 
Mstep: Class 15 contains 12075 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47482 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51797 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 9855 members 
Mstep: Class 27 contains 24539 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58032 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55904 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975208.000000 Penalty: 95829.117188
Iteration 372Q: 45 clusters Score -8.597521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71288 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64736 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17577 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 57427 members 
Mstep: Class 15 contains 12074 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51790 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 9855 members 
Mstep: Class 27 contains 24538 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58058 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55884 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975088.000000 Penalty: 95829.117188
Iteration 373Q: 45 clusters Score -8.597509e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71267 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64734 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41767 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17574 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47477 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51790 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24545 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58077 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55876 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975136.000000 Penalty: 95829.117188
Iteration 374Q: 45 clusters Score -8.597514e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71235 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64731 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17578 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 57450 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51789 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24547 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58103 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55866 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975088.000000 Penalty: 95829.117188
Iteration 375Q: 45 clusters Score -8.597509e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71193 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64727 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69545 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17582 members 
Mstep: Class 13 contains 27427 members 
Mstep: Class 14 contains 57477 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47462 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51778 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 24547 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58137 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55862 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974984.000000 Penalty: 95829.117188
Iteration 376Q: 45 clusters Score -8.597498e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71137 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64719 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69541 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17580 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57514 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47458 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51768 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24545 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58157 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55881 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974976.000000 Penalty: 95829.117188
Iteration 377Q: 45 clusters Score -8.597498e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71072 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64705 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69542 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41819 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17575 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 57546 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47447 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51767 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24547 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58192 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55885 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974936.000000 Penalty: 95829.117188
Iteration 378Q: 45 clusters Score -8.597494e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71011 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64707 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69536 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 57580 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47447 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51766 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24550 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58232 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55866 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975032.000000 Penalty: 95829.117188
Iteration 379Q: 45 clusters Score -8.597503e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70941 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64716 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69533 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 57599 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47437 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51768 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24547 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58269 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55862 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975040.000000 Penalty: 95829.117188
Iteration 380F: 45 clusters Score -8.597504e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70860 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64699 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69538 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41881 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17570 members 
Mstep: Class 13 contains 27420 members 
Mstep: Class 14 contains 57629 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51754 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6019 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24548 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58298 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55879 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975064.000000 Penalty: 95829.117188
Iteration 381Q: 45 clusters Score -8.597506e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64699 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69539 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41908 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17570 members 
Mstep: Class 13 contains 27418 members 
Mstep: Class 14 contains 57668 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47455 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51746 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24550 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58318 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55871 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975008.000000 Penalty: 95829.117188
Iteration 382Q: 45 clusters Score -8.597501e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70709 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64681 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69537 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41928 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 57703 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47456 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51725 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6020 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 24552 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58349 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55895 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974944.000000 Penalty: 95829.117188
Iteration 383Q: 45 clusters Score -8.597494e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70637 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64677 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69532 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41945 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17574 members 
Mstep: Class 13 contains 27415 members 
Mstep: Class 14 contains 57726 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47452 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51720 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6024 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24556 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58383 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55902 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974816.000000 Penalty: 95829.117188
Iteration 384Q: 45 clusters Score -8.597482e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70578 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64674 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69526 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41960 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17575 members 
Mstep: Class 13 contains 27411 members 
Mstep: Class 14 contains 57729 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47444 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51721 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24560 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58433 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55907 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974656.000000 Penalty: 95829.117188
Iteration 385Q: 45 clusters Score -8.597466e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70528 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64668 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69519 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41969 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17570 members 
Mstep: Class 13 contains 27413 members 
Mstep: Class 14 contains 57714 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47444 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51720 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24563 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58482 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55927 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974712.000000 Penalty: 95829.117188
Iteration 386Q: 45 clusters Score -8.597471e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70466 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64666 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69510 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41975 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17566 members 
Mstep: Class 13 contains 27413 members 
Mstep: Class 14 contains 57709 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47451 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51717 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6026 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24564 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58539 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55940 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974576.000000 Penalty: 95829.117188
Iteration 387Q: 45 clusters Score -8.597458e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70401 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64649 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69498 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 41996 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17568 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 57712 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51700 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6029 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24570 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58612 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55931 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974376.000000 Penalty: 95829.117188
Iteration 388Q: 45 clusters Score -8.597438e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70345 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64644 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69484 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17571 members 
Mstep: Class 13 contains 27415 members 
Mstep: Class 14 contains 57716 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47477 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51670 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6030 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24569 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58678 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55906 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974440.000000 Penalty: 95829.117188
Iteration 389Q: 45 clusters Score -8.597444e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70283 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64615 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69481 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42081 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17570 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 57723 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47485 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51645 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6033 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58749 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55896 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974400.000000 Penalty: 95829.117188
Iteration 390Q: 45 clusters Score -8.59744e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70236 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64596 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69479 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42126 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17567 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 57736 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47475 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51624 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24570 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58843 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55849 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974464.000000 Penalty: 95829.117188
Iteration 391Q: 45 clusters Score -8.597446e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70170 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64582 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69467 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42177 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 27409 members 
Mstep: Class 14 contains 57759 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47469 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51593 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 58944 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55807 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974424.000000 Penalty: 95829.117188
Iteration 392Q: 45 clusters Score -8.597442e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70106 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64558 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69472 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42242 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 27411 members 
Mstep: Class 14 contains 57771 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47475 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51557 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59029 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55755 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974472.000000 Penalty: 95829.117188
Iteration 393Q: 45 clusters Score -8.597447e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 70049 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64533 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69472 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 27411 members 
Mstep: Class 14 contains 57776 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47473 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51512 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6043 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 24568 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59118 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55721 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974584.000000 Penalty: 95829.117188
Iteration 394Q: 45 clusters Score -8.597458e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69993 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64513 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69476 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42400 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17571 members 
Mstep: Class 13 contains 27416 members 
Mstep: Class 14 contains 57772 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47466 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51474 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59187 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55678 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974688.000000 Penalty: 95829.117188
Iteration 395Q: 45 clusters Score -8.597469e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69952 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64484 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69474 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17568 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 57778 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47441 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51432 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24574 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59268 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55635 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974656.000000 Penalty: 95829.117188
Iteration 396Q: 45 clusters Score -8.597466e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69915 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64480 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69472 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 57786 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47427 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51386 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6051 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59318 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55573 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974488.000000 Penalty: 95829.117188
Iteration 397Q: 45 clusters Score -8.597449e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69861 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64468 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69466 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42719 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17558 members 
Mstep: Class 13 contains 27433 members 
Mstep: Class 14 contains 57797 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47407 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51345 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6056 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24570 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59346 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55541 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974496.000000 Penalty: 95829.117188
Iteration 398Q: 45 clusters Score -8.59745e+07 nChanged 614
Entering ConstructFrom: 
Score: -85974496.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -64769.593750 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -64769.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63702.523438 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -63702.52 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63898.726562 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -63898.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63956.535156 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -63956.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63978.726562 Penalty: 2036.840210
	Iteration 3Q: 3 clusters Score -63978.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63987.496094 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -63987.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63993.667969 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -63993.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63995.996094 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -63996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63997.718750 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -63997.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63999.367188 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -63999.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64001.203125 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -64001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64001.652344 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -64001.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64002.632812 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -64002.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64004.117188 Penalty: 2036.840210
	Iteration 12Q: 3 clusters Score -64004.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64005.562500 Penalty: 2036.840210
	Iteration 13Q: 3 clusters Score -64005.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64005.562500 Penalty: 2036.840210
	Iteration 14F: 3 clusters Score -64005.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Entering Unmasked Estep 
Score: -9237378.000000 Penalty: 1812.469971
	Iteration 0F: 2 clusters Score -9237378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -9194706.000000 Penalty: 3624.939941
	Iteration 0F: 3 clusters Score -9194706 nChanged 33130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -9214038.000000 Penalty: 3624.939941
	Iteration 1F: 3 clusters Score -9214038 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -9215474.000000 Penalty: 3624.939941
	Iteration 2Q: 3 clusters Score -9215474 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -9217707.000000 Penalty: 3624.939941
	Iteration 3F: 3 clusters Score -9217707 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -9220620.000000 Penalty: 3624.939941
	Iteration 4F: 3 clusters Score -9220620 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9224180.000000 Penalty: 3624.939941
	Iteration 5F: 3 clusters Score -9224180 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -9228138.000000 Penalty: 3624.939941
	Iteration 6F: 3 clusters Score -9228138 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -9231693.000000 Penalty: 3624.939941
	Iteration 7F: 3 clusters Score -9231693 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -9233827.000000 Penalty: 3624.939941
	Iteration 8F: 3 clusters Score -9233827 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -9235034.000000 Penalty: 3624.939941
	Iteration 9Q: 3 clusters Score -9235034 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -9235503.000000 Penalty: 3624.939941
	Iteration 10Q: 3 clusters Score -9235503 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9235783.000000 Penalty: 3624.939941
	Iteration 11Q: 3 clusters Score -9235783 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9235954.000000 Penalty: 3624.939941
	Iteration 12Q: 3 clusters Score -9235954 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -9235976.000000 Penalty: 3624.939941
	Iteration 13Q: 3 clusters Score -9235976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9235991.000000 Penalty: 3624.939941
	Iteration 14Q: 3 clusters Score -9235991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9235996.000000 Penalty: 3624.939941
	Iteration 15Q: 3 clusters Score -9235996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -9235999.000000 Penalty: 3624.939941
	Iteration 16Q: 3 clusters Score -9235999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -9236022.000000 Penalty: 3624.939941
	Iteration 17Q: 3 clusters Score -9236022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -9236032.000000 Penalty: 3624.939941
	Iteration 18Q: 3 clusters Score -9236032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -9236038.000000 Penalty: 3624.939941
	Iteration 19Q: 3 clusters Score -9236038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -9236033.000000 Penalty: 3624.939941
	Iteration 20F: 3 clusters Score -9236033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -9236030.000000 Penalty: 3624.939941
	Iteration 21Q: 3 clusters Score -9236030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -9236050.000000 Penalty: 3624.939941
	Iteration 22Q: 3 clusters Score -9236050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -9236048.000000 Penalty: 3624.939941
	Iteration 23Q: 3 clusters Score -9236048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -9236044.000000 Penalty: 3624.939941
	Iteration 24Q: 3 clusters Score -9236044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -9236041.000000 Penalty: 3624.939941
	Iteration 25Q: 3 clusters Score -9236041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9236038.000000 Penalty: 3624.939941
	Iteration 26Q: 3 clusters Score -9236038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -9236046.000000 Penalty: 3624.939941
	Iteration 27Q: 3 clusters Score -9236046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -9236044.000000 Penalty: 3624.939941
	Iteration 28Q: 3 clusters Score -9236044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -9236046.000000 Penalty: 3624.939941
	Iteration 29Q: 3 clusters Score -9236046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -9236045.000000 Penalty: 3624.939941
	Iteration 30Q: 3 clusters Score -9236045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -9236042.000000 Penalty: 3624.939941
	Iteration 31Q: 3 clusters Score -9236042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -9236044.000000 Penalty: 3624.939941
	Iteration 32Q: 3 clusters Score -9236044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -9236043.000000 Penalty: 3624.939941
	Iteration 33Q: 3 clusters Score -9236043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -9236043.000000 Penalty: 3624.939941
	Iteration 34F: 3 clusters Score -9236043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83827.781250 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83827.78 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84125.289062 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84125.29 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84400.046875 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84400.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84721.039062 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84721.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85030.734375 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85030.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85294.406250 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -85294.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85422.289062 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -85422.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85492.421875 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85492.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85539.781250 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85539.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85570.039062 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85570.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85586.406250 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85586.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85595.265625 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85595.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85596.031250 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85596.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85597.609375 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85597.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85597.609375 Penalty: 2167.174072
	Iteration 14F: 3 clusters Score -85597.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973792.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85974496.000000 to -85973792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69232.218750 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69232.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69377.015625 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69377.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69428.523438 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69428.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69490.601562 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -69490.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69583.343750 Penalty: 1935.647095
	Iteration 4F: 3 clusters Score -69583.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69676.953125 Penalty: 1935.647095
	Iteration 5F: 3 clusters Score -69676.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69752.546875 Penalty: 1935.647095
	Iteration 6F: 3 clusters Score -69752.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69810.460938 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69810.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69834.726562 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69834.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69864.867188 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69864.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69875.335938 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69875.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69884.953125 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69884.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69884.953125 Penalty: 1935.647095
	Iteration 12F: 3 clusters Score -69884.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Entering Unmasked Estep 
Score: -8580358.000000 Penalty: 1799.515137
	Iteration 0F: 2 clusters Score -8580358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -8537917.000000 Penalty: 3599.030273
	Iteration 0F: 3 clusters Score -8537917 nChanged 30470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -8555638.000000 Penalty: 3599.030273
	Iteration 1F: 3 clusters Score -8555638 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -8556834.000000 Penalty: 3599.030273
	Iteration 2Q: 3 clusters Score -8556834 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8558954.000000 Penalty: 3599.030273
	Iteration 3F: 3 clusters Score -8558954 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8562297.000000 Penalty: 3599.030273
	Iteration 4F: 3 clusters Score -8562297 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -8566837.000000 Penalty: 3599.030273
	Iteration 5F: 3 clusters Score -8566837 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -8571633.000000 Penalty: 3599.030273
	Iteration 6F: 3 clusters Score -8571633 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8575167.000000 Penalty: 3599.030273
	Iteration 7F: 3 clusters Score -8575167 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -8577130.000000 Penalty: 3599.030273
	Iteration 8Q: 3 clusters Score -8577130 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -8578047.000000 Penalty: 3599.030273
	Iteration 9Q: 3 clusters Score -8578047 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8578518.000000 Penalty: 3599.030273
	Iteration 10Q: 3 clusters Score -8578518 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -8578740.000000 Penalty: 3599.030273
	Iteration 11Q: 3 clusters Score -8578740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -8578898.000000 Penalty: 3599.030273
	Iteration 12Q: 3 clusters Score -8578898 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -8578983.000000 Penalty: 3599.030273
	Iteration 13Q: 3 clusters Score -8578983 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -8579036.000000 Penalty: 3599.030273
	Iteration 14Q: 3 clusters Score -8579036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -8579071.000000 Penalty: 3599.030273
	Iteration 15Q: 3 clusters Score -8579071 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8579069.000000 Penalty: 3599.030273
	Iteration 16Q: 3 clusters Score -8579069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -8579075.000000 Penalty: 3599.030273
	Iteration 17Q: 3 clusters Score -8579075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -8579086.000000 Penalty: 3599.030273
	Iteration 18Q: 3 clusters Score -8579086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -8579092.000000 Penalty: 3599.030273
	Iteration 19Q: 3 clusters Score -8579092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8579096.000000 Penalty: 3599.030273
	Iteration 20F: 3 clusters Score -8579096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -8579101.000000 Penalty: 3599.030273
	Iteration 21Q: 3 clusters Score -8579101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -8579113.000000 Penalty: 3599.030273
	Iteration 22Q: 3 clusters Score -8579113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -8579108.000000 Penalty: 3599.030273
	Iteration 23Q: 3 clusters Score -8579108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8579109.000000 Penalty: 3599.030273
	Iteration 24Q: 3 clusters Score -8579109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -8579111.000000 Penalty: 3599.030273
	Iteration 25Q: 3 clusters Score -8579111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -8579107.000000 Penalty: 3599.030273
	Iteration 26Q: 3 clusters Score -8579107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -8579105.000000 Penalty: 3599.030273
	Iteration 27Q: 3 clusters Score -8579105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -8579106.000000 Penalty: 3599.030273
	Iteration 28Q: 3 clusters Score -8579106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -8579106.000000 Penalty: 3599.030273
	Iteration 29Q: 3 clusters Score -8579106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -8579104.000000 Penalty: 3599.030273
	Iteration 30Q: 3 clusters Score -8579104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -8579102.000000 Penalty: 3599.030273
	Iteration 31Q: 3 clusters Score -8579102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8579103.000000 Penalty: 3599.030273
	Iteration 32Q: 3 clusters Score -8579103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8579103.000000 Penalty: 3599.030273
	Iteration 33Q: 3 clusters Score -8579103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -8579105.000000 Penalty: 3599.030273
	Iteration 34Q: 3 clusters Score -8579105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -8579103.000000 Penalty: 3599.030273
	Iteration 35Q: 3 clusters Score -8579103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -8579103.000000 Penalty: 3599.030273
	Iteration 36Q: 3 clusters Score -8579103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -8579100.000000 Penalty: 3599.030273
	Iteration 37Q: 3 clusters Score -8579100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8579099.000000 Penalty: 3599.030273
	Iteration 38Q: 3 clusters Score -8579099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8579100.000000 Penalty: 3599.030273
	Iteration 39Q: 3 clusters Score -8579100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8579103.000000 Penalty: 3599.030273
	Iteration 40F: 3 clusters Score -8579103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -8579107.000000 Penalty: 3599.030273
	Iteration 41Q: 3 clusters Score -8579107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8579107.000000 Penalty: 3599.030273
	Iteration 42Q: 3 clusters Score -8579107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8579104.000000 Penalty: 3599.030273
	Iteration 43Q: 3 clusters Score -8579104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8579106.000000 Penalty: 3599.030273
	Iteration 44Q: 3 clusters Score -8579106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8579107.000000 Penalty: 3599.030273
	Iteration 45Q: 3 clusters Score -8579107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -8579104.000000 Penalty: 3599.030273
	Iteration 46Q: 3 clusters Score -8579104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -8579109.000000 Penalty: 3599.030273
	Iteration 47Q: 3 clusters Score -8579109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -8579105.000000 Penalty: 3599.030273
	Iteration 48Q: 3 clusters Score -8579105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -8579095.000000 Penalty: 3599.030273
	Iteration 49Q: 3 clusters Score -8579095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8579095.000000 Penalty: 3599.030273
	Iteration 50Q: 3 clusters Score -8579095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8579095.000000 Penalty: 3599.030273
	Iteration 51F: 3 clusters Score -8579095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16964.001953 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17235.802734 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17235.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17298.162109 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17298.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17341.453125 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17341.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17350.707031 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17350.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17352.568359 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17352.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17355.103516 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17355.103516 Penalty: 1852.644165
	Iteration 7F: 3 clusters Score -17355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Entering Unmasked Estep 
Score: -9170248.000000 Penalty: 1811.606567
	Iteration 0F: 2 clusters Score -9170248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -9127096.000000 Penalty: 3623.213135
	Iteration 0F: 3 clusters Score -9127096 nChanged 33133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -9146212.000000 Penalty: 3623.213135
	Iteration 1F: 3 clusters Score -9146212 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -9147137.000000 Penalty: 3623.213135
	Iteration 2Q: 3 clusters Score -9147137 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -9148530.000000 Penalty: 3623.213135
	Iteration 3Q: 3 clusters Score -9148530 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -9150689.000000 Penalty: 3623.213135
	Iteration 4F: 3 clusters Score -9150689 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -9154124.000000 Penalty: 3623.213135
	Iteration 5F: 3 clusters Score -9154124 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -9158305.000000 Penalty: 3623.213135
	Iteration 6F: 3 clusters Score -9158305 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -9162398.000000 Penalty: 3623.213135
	Iteration 7F: 3 clusters Score -9162398 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -9165474.000000 Penalty: 3623.213135
	Iteration 8F: 3 clusters Score -9165474 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -9167096.000000 Penalty: 3623.213135
	Iteration 9Q: 3 clusters Score -9167096 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -9167812.000000 Penalty: 3623.213135
	Iteration 10Q: 3 clusters Score -9167812 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -9168160.000000 Penalty: 3623.213135
	Iteration 11Q: 3 clusters Score -9168160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -9168379.000000 Penalty: 3623.213135
	Iteration 12Q: 3 clusters Score -9168379 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -9168454.000000 Penalty: 3623.213135
	Iteration 13Q: 3 clusters Score -9168454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -9168491.000000 Penalty: 3623.213135
	Iteration 14Q: 3 clusters Score -9168491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -9168553.000000 Penalty: 3623.213135
	Iteration 15Q: 3 clusters Score -9168553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -9168574.000000 Penalty: 3623.213135
	Iteration 16Q: 3 clusters Score -9168574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -9168589.000000 Penalty: 3623.213135
	Iteration 17Q: 3 clusters Score -9168589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9168602.000000 Penalty: 3623.213135
	Iteration 18Q: 3 clusters Score -9168602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -9168606.000000 Penalty: 3623.213135
	Iteration 19Q: 3 clusters Score -9168606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9168611.000000 Penalty: 3623.213135
	Iteration 20F: 3 clusters Score -9168611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -9168616.000000 Penalty: 3623.213135
	Iteration 21Q: 3 clusters Score -9168616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -9168613.000000 Penalty: 3623.213135
	Iteration 22Q: 3 clusters Score -9168613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -9168612.000000 Penalty: 3623.213135
	Iteration 23Q: 3 clusters Score -9168612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -9168613.000000 Penalty: 3623.213135
	Iteration 24Q: 3 clusters Score -9168613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -9168614.000000 Penalty: 3623.213135
	Iteration 25Q: 3 clusters Score -9168614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -9168615.000000 Penalty: 3623.213135
	Iteration 26Q: 3 clusters Score -9168615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -9168617.000000 Penalty: 3623.213135
	Iteration 27Q: 3 clusters Score -9168617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -9168617.000000 Penalty: 3623.213135
	Iteration 28F: 3 clusters Score -9168617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -243157.031250 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243157 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243716.609375 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243716.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -243965.500000 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -243965.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -244142.671875 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244142.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -244297.015625 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244297 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -244468.718750 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -244468.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244612.203125 Penalty: 2400.603027
	Iteration 6F: 3 clusters Score -244612.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244735.921875 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244735.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -244833.968750 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244890.890625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244925.656250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -244947.171875 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244952.281250 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -244960.156250 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244964.546875 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -244964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244965.125000 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -244965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244965.125000 Penalty: 2400.603027
	Iteration 16F: 3 clusters Score -244965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 649 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 965 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973360.000000 Penalty: 98007.054688
Splitting cluster 8 changes total score from -85974496.000000 to -85973360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (42853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Entering Unmasked Estep 
Score: -5683285.500000 Penalty: 1733.148804
	Iteration 0F: 2 clusters Score -5683286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5654800.500000 Penalty: 3466.297607
	Iteration 0F: 3 clusters Score -5654800 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5665666.000000 Penalty: 3466.297607
	Iteration 1F: 3 clusters Score -5665666 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5666041.500000 Penalty: 3466.297607
	Iteration 2Q: 3 clusters Score -5666042 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5666422.000000 Penalty: 3466.297607
	Iteration 3Q: 3 clusters Score -5666422 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5666980.000000 Penalty: 3466.297607
	Iteration 4Q: 3 clusters Score -5666980 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5667832.500000 Penalty: 3466.297607
	Iteration 5Q: 3 clusters Score -5667832 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -5669272.000000 Penalty: 3466.297607
	Iteration 6F: 3 clusters Score -5669272 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5671539.000000 Penalty: 3466.297607
	Iteration 7F: 3 clusters Score -5671539 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5674882.500000 Penalty: 3466.297607
	Iteration 8F: 3 clusters Score -5674882 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5678274.000000 Penalty: 3466.297607
	Iteration 9F: 3 clusters Score -5678274 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5680413.000000 Penalty: 3466.297607
	Iteration 10F: 3 clusters Score -5680413 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5681302.500000 Penalty: 3466.297607
	Iteration 11Q: 3 clusters Score -5681302 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5681606.500000 Penalty: 3466.297607
	Iteration 12Q: 3 clusters Score -5681606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5681730.000000 Penalty: 3466.297607
	Iteration 13Q: 3 clusters Score -5681730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5681786.000000 Penalty: 3466.297607
	Iteration 14Q: 3 clusters Score -5681786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5681804.000000 Penalty: 3466.297607
	Iteration 15Q: 3 clusters Score -5681804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5681813.500000 Penalty: 3466.297607
	Iteration 16Q: 3 clusters Score -5681814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5681813.500000 Penalty: 3466.297607
	Iteration 17F: 3 clusters Score -5681814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -642870.125000 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -642870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -638990.750000 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -638990.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -640197.562500 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -640197.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -640502.000000 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -640502 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -640787.000000 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -640787 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -641062.812500 Penalty: 2764.821533
	Iteration 4F: 3 clusters Score -641062.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -641279.375000 Penalty: 2764.821533
	Iteration 5F: 3 clusters Score -641279.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -641449.812500 Penalty: 2764.821533
	Iteration 6F: 3 clusters Score -641449.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -641588.062500 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -641588.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -641686.687500 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -641686.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -641767.750000 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -641767.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -641828.375000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -641828.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -641890.125000 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -641890.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -641932.062500 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -641932.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -641955.875000 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -641955.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -641978.062500 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -641978.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -641995.250000 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -641995.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -642007.750000 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -642007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -642015.187500 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -642015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -642023.187500 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -642023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -642029.437500 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -642029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -642037.250000 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -642037.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -642041.812500 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -642041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -642045.937500 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -642045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -642048.500000 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -642048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -642049.312500 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -642049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -642050.812500 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -642050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -642050.000000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -642050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -642051.187500 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -642051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -642051.500000 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -642051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -642051.500000 Penalty: 2764.821533
	Iteration 29F: 3 clusters Score -642051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -103249.085938 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -103249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101949.476562 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -101949.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102256.507812 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -102256.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102348.570312 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -102348.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102431.382812 Penalty: 2186.804199
	Iteration 3F: 3 clusters Score -102431.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102542.226562 Penalty: 2186.804199
	Iteration 4F: 3 clusters Score -102542.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102621.171875 Penalty: 2186.804199
	Iteration 5F: 3 clusters Score -102621.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -102700.671875 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -102700.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102762.718750 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -102762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102800.148438 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -102800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -102823.125000 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -102823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102839.828125 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -102839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102846.601562 Penalty: 2186.804199
	Iteration 11Q: 3 clusters Score -102846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102860.382812 Penalty: 2186.804199
	Iteration 12Q: 3 clusters Score -102860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -102867.156250 Penalty: 2186.804199
	Iteration 13Q: 3 clusters Score -102867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102867.703125 Penalty: 2186.804199
	Iteration 14Q: 3 clusters Score -102867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102867.703125 Penalty: 2186.804199
	Iteration 15F: 3 clusters Score -102867.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Entering Unmasked Estep 
Score: -2172603.250000 Penalty: 1588.062988
	Iteration 0F: 2 clusters Score -2172603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2160769.250000 Penalty: 3176.125977
	Iteration 0F: 3 clusters Score -2160769 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2165396.750000 Penalty: 3176.125977
	Iteration 1F: 3 clusters Score -2165397 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2166248.000000 Penalty: 3176.125977
	Iteration 2F: 3 clusters Score -2166248 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2167185.250000 Penalty: 3176.125977
	Iteration 3F: 3 clusters Score -2167185 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2168055.250000 Penalty: 3176.125977
	Iteration 4F: 3 clusters Score -2168055 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2168679.250000 Penalty: 3176.125977
	Iteration 5F: 3 clusters Score -2168679 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2169152.000000 Penalty: 3176.125977
	Iteration 6F: 3 clusters Score -2169152 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2169500.500000 Penalty: 3176.125977
	Iteration 7Q: 3 clusters Score -2169500 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2169754.000000 Penalty: 3176.125977
	Iteration 8Q: 3 clusters Score -2169754 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2169949.000000 Penalty: 3176.125977
	Iteration 9Q: 3 clusters Score -2169949 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2170120.000000 Penalty: 3176.125977
	Iteration 10Q: 3 clusters Score -2170120 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2170258.500000 Penalty: 3176.125977
	Iteration 11Q: 3 clusters Score -2170258 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2170384.500000 Penalty: 3176.125977
	Iteration 12Q: 3 clusters Score -2170384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2170521.250000 Penalty: 3176.125977
	Iteration 13Q: 3 clusters Score -2170521 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2170657.750000 Penalty: 3176.125977
	Iteration 14Q: 3 clusters Score -2170658 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2170806.500000 Penalty: 3176.125977
	Iteration 15Q: 3 clusters Score -2170806 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2170939.500000 Penalty: 3176.125977
	Iteration 16Q: 3 clusters Score -2170940 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2171071.750000 Penalty: 3176.125977
	Iteration 17Q: 3 clusters Score -2171072 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2171198.000000 Penalty: 3176.125977
	Iteration 18Q: 3 clusters Score -2171198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2171299.250000 Penalty: 3176.125977
	Iteration 19Q: 3 clusters Score -2171299 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2171404.000000 Penalty: 3176.125977
	Iteration 20F: 3 clusters Score -2171404 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2171506.250000 Penalty: 3176.125977
	Iteration 21Q: 3 clusters Score -2171506 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2171622.750000 Penalty: 3176.125977
	Iteration 22Q: 3 clusters Score -2171623 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2171727.500000 Penalty: 3176.125977
	Iteration 23Q: 3 clusters Score -2171728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2171814.000000 Penalty: 3176.125977
	Iteration 24Q: 3 clusters Score -2171814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2171888.750000 Penalty: 3176.125977
	Iteration 25Q: 3 clusters Score -2171889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2171963.750000 Penalty: 3176.125977
	Iteration 26Q: 3 clusters Score -2171964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2172010.250000 Penalty: 3176.125977
	Iteration 27Q: 3 clusters Score -2172010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2172049.000000 Penalty: 3176.125977
	Iteration 28Q: 3 clusters Score -2172049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2172075.500000 Penalty: 3176.125977
	Iteration 29Q: 3 clusters Score -2172076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2172099.250000 Penalty: 3176.125977
	Iteration 30Q: 3 clusters Score -2172099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2172108.250000 Penalty: 3176.125977
	Iteration 31Q: 3 clusters Score -2172108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2172130.000000 Penalty: 3176.125977
	Iteration 32Q: 3 clusters Score -2172130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2172139.750000 Penalty: 3176.125977
	Iteration 33Q: 3 clusters Score -2172140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2172142.000000 Penalty: 3176.125977
	Iteration 34Q: 3 clusters Score -2172142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2172147.000000 Penalty: 3176.125977
	Iteration 35Q: 3 clusters Score -2172147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2172146.750000 Penalty: 3176.125977
	Iteration 36Q: 3 clusters Score -2172147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2172152.500000 Penalty: 3176.125977
	Iteration 37Q: 3 clusters Score -2172152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2172155.500000 Penalty: 3176.125977
	Iteration 38Q: 3 clusters Score -2172156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2172161.000000 Penalty: 3176.125977
	Iteration 39Q: 3 clusters Score -2172161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2172162.000000 Penalty: 3176.125977
	Iteration 40F: 3 clusters Score -2172162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2172161.000000 Penalty: 3176.125977
	Iteration 41Q: 3 clusters Score -2172161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2172166.000000 Penalty: 3176.125977
	Iteration 42Q: 3 clusters Score -2172166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2172168.750000 Penalty: 3176.125977
	Iteration 43Q: 3 clusters Score -2172169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2172167.500000 Penalty: 3176.125977
	Iteration 44Q: 3 clusters Score -2172168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2172169.250000 Penalty: 3176.125977
	Iteration 45Q: 3 clusters Score -2172169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2172173.750000 Penalty: 3176.125977
	Iteration 46Q: 3 clusters Score -2172174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2172179.500000 Penalty: 3176.125977
	Iteration 47Q: 3 clusters Score -2172180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2172181.000000 Penalty: 3176.125977
	Iteration 48Q: 3 clusters Score -2172181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2172180.750000 Penalty: 3176.125977
	Iteration 49Q: 3 clusters Score -2172181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2172182.750000 Penalty: 3176.125977
	Iteration 50Q: 3 clusters Score -2172183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2172181.750000 Penalty: 3176.125977
	Iteration 51Q: 3 clusters Score -2172182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2172183.000000 Penalty: 3176.125977
	Iteration 52Q: 3 clusters Score -2172183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2172182.500000 Penalty: 3176.125977
	Iteration 53Q: 3 clusters Score -2172182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2172182.500000 Penalty: 3176.125977
	Iteration 54Q: 3 clusters Score -2172182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2172182.500000 Penalty: 3176.125977
	Iteration 55F: 3 clusters Score -2172182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Entering Unmasked Estep 
Score: -3595584.250000 Penalty: 1660.680908
	Iteration 0F: 2 clusters Score -3595584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3577374.750000 Penalty: 3321.361816
	Iteration 0F: 3 clusters Score -3577375 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3584305.750000 Penalty: 3321.361816
	Iteration 1F: 3 clusters Score -3584306 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3585118.250000 Penalty: 3321.361816
	Iteration 2F: 3 clusters Score -3585118 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3586103.750000 Penalty: 3321.361816
	Iteration 3F: 3 clusters Score -3586104 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3587132.750000 Penalty: 3321.361816
	Iteration 4F: 3 clusters Score -3587133 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3588104.000000 Penalty: 3321.361816
	Iteration 5F: 3 clusters Score -3588104 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3588963.250000 Penalty: 3321.361816
	Iteration 6F: 3 clusters Score -3588963 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3589757.500000 Penalty: 3321.361816
	Iteration 7F: 3 clusters Score -3589758 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3590510.750000 Penalty: 3321.361816
	Iteration 8Q: 3 clusters Score -3590511 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3591161.000000 Penalty: 3321.361816
	Iteration 9Q: 3 clusters Score -3591161 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3591627.250000 Penalty: 3321.361816
	Iteration 10Q: 3 clusters Score -3591627 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3592032.750000 Penalty: 3321.361816
	Iteration 11Q: 3 clusters Score -3592033 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3592327.000000 Penalty: 3321.361816
	Iteration 12Q: 3 clusters Score -3592327 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3592570.250000 Penalty: 3321.361816
	Iteration 13Q: 3 clusters Score -3592570 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3592767.500000 Penalty: 3321.361816
	Iteration 14Q: 3 clusters Score -3592768 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3592944.250000 Penalty: 3321.361816
	Iteration 15Q: 3 clusters Score -3592944 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3593098.500000 Penalty: 3321.361816
	Iteration 16Q: 3 clusters Score -3593098 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3593251.500000 Penalty: 3321.361816
	Iteration 17Q: 3 clusters Score -3593252 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3593374.500000 Penalty: 3321.361816
	Iteration 18Q: 3 clusters Score -3593374 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3593485.250000 Penalty: 3321.361816
	Iteration 19Q: 3 clusters Score -3593485 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3593594.250000 Penalty: 3321.361816
	Iteration 20F: 3 clusters Score -3593594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3593693.250000 Penalty: 3321.361816
	Iteration 21Q: 3 clusters Score -3593693 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3593782.500000 Penalty: 3321.361816
	Iteration 22Q: 3 clusters Score -3593782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3593845.250000 Penalty: 3321.361816
	Iteration 23Q: 3 clusters Score -3593845 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3593926.000000 Penalty: 3321.361816
	Iteration 24Q: 3 clusters Score -3593926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3593993.000000 Penalty: 3321.361816
	Iteration 25Q: 3 clusters Score -3593993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3594053.000000 Penalty: 3321.361816
	Iteration 26Q: 3 clusters Score -3594053 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3594104.750000 Penalty: 3321.361816
	Iteration 27Q: 3 clusters Score -3594105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3594139.500000 Penalty: 3321.361816
	Iteration 28Q: 3 clusters Score -3594140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3594184.500000 Penalty: 3321.361816
	Iteration 29Q: 3 clusters Score -3594184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3594217.750000 Penalty: 3321.361816
	Iteration 30Q: 3 clusters Score -3594218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3594239.500000 Penalty: 3321.361816
	Iteration 31Q: 3 clusters Score -3594240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3594263.750000 Penalty: 3321.361816
	Iteration 32Q: 3 clusters Score -3594264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3594279.000000 Penalty: 3321.361816
	Iteration 33Q: 3 clusters Score -3594279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3594284.500000 Penalty: 3321.361816
	Iteration 34Q: 3 clusters Score -3594284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3594297.250000 Penalty: 3321.361816
	Iteration 35Q: 3 clusters Score -3594297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3594323.000000 Penalty: 3321.361816
	Iteration 36Q: 3 clusters Score -3594323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3594331.000000 Penalty: 3321.361816
	Iteration 37Q: 3 clusters Score -3594331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3594349.500000 Penalty: 3321.361816
	Iteration 38Q: 3 clusters Score -3594350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3594362.750000 Penalty: 3321.361816
	Iteration 39Q: 3 clusters Score -3594363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3594379.250000 Penalty: 3321.361816
	Iteration 40F: 3 clusters Score -3594379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3594391.250000 Penalty: 3321.361816
	Iteration 41Q: 3 clusters Score -3594391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3594395.250000 Penalty: 3321.361816
	Iteration 42Q: 3 clusters Score -3594395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3594401.250000 Penalty: 3321.361816
	Iteration 43Q: 3 clusters Score -3594401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3594408.250000 Penalty: 3321.361816
	Iteration 44Q: 3 clusters Score -3594408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3594417.000000 Penalty: 3321.361816
	Iteration 45Q: 3 clusters Score -3594417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3594426.500000 Penalty: 3321.361816
	Iteration 46Q: 3 clusters Score -3594426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3594428.500000 Penalty: 3321.361816
	Iteration 47Q: 3 clusters Score -3594428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3594429.500000 Penalty: 3321.361816
	Iteration 48Q: 3 clusters Score -3594430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3594428.250000 Penalty: 3321.361816
	Iteration 49Q: 3 clusters Score -3594428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3594432.500000 Penalty: 3321.361816
	Iteration 50Q: 3 clusters Score -3594432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3594431.500000 Penalty: 3321.361816
	Iteration 51Q: 3 clusters Score -3594432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3594431.250000 Penalty: 3321.361816
	Iteration 52Q: 3 clusters Score -3594431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3594434.750000 Penalty: 3321.361816
	Iteration 53Q: 3 clusters Score -3594435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3594436.250000 Penalty: 3321.361816
	Iteration 54Q: 3 clusters Score -3594436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3594438.000000 Penalty: 3321.361816
	Iteration 55Q: 3 clusters Score -3594438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3594437.500000 Penalty: 3321.361816
	Iteration 56Q: 3 clusters Score -3594438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3594437.750000 Penalty: 3321.361816
	Iteration 57Q: 3 clusters Score -3594438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3594436.500000 Penalty: 3321.361816
	Iteration 58Q: 3 clusters Score -3594436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3594435.750000 Penalty: 3321.361816
	Iteration 59Q: 3 clusters Score -3594436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3594439.000000 Penalty: 3321.361816
	Iteration 60F: 3 clusters Score -3594439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3594436.250000 Penalty: 3321.361816
	Iteration 61Q: 3 clusters Score -3594436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3594437.000000 Penalty: 3321.361816
	Iteration 62Q: 3 clusters Score -3594437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3594439.750000 Penalty: 3321.361816
	Iteration 63Q: 3 clusters Score -3594440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3594439.750000 Penalty: 3321.361816
	Iteration 64F: 3 clusters Score -3594440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Entering Unmasked Estep 
Score: -7668254.000000 Penalty: 1781.787720
	Iteration 0F: 2 clusters Score -7668254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -7632457.000000 Penalty: 3563.575439
	Iteration 0F: 3 clusters Score -7632457 nChanged 27190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7648249.500000 Penalty: 3563.575439
	Iteration 1F: 3 clusters Score -7648250 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -7649569.000000 Penalty: 3563.575439
	Iteration 2F: 3 clusters Score -7649569 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -7651469.000000 Penalty: 3563.575439
	Iteration 3F: 3 clusters Score -7651469 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -7654219.000000 Penalty: 3563.575439
	Iteration 4F: 3 clusters Score -7654219 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -7657718.500000 Penalty: 3563.575439
	Iteration 5F: 3 clusters Score -7657718 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -7661485.000000 Penalty: 3563.575439
	Iteration 6F: 3 clusters Score -7661485 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -7664225.000000 Penalty: 3563.575439
	Iteration 7F: 3 clusters Score -7664225 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -7665569.500000 Penalty: 3563.575439
	Iteration 8Q: 3 clusters Score -7665570 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -7666101.500000 Penalty: 3563.575439
	Iteration 9Q: 3 clusters Score -7666102 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -7666390.500000 Penalty: 3563.575439
	Iteration 10Q: 3 clusters Score -7666390 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -7666540.000000 Penalty: 3563.575439
	Iteration 11Q: 3 clusters Score -7666540 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -7666682.000000 Penalty: 3563.575439
	Iteration 12Q: 3 clusters Score -7666682 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7666786.500000 Penalty: 3563.575439
	Iteration 13Q: 3 clusters Score -7666786 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -7666857.000000 Penalty: 3563.575439
	Iteration 14Q: 3 clusters Score -7666857 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -7666954.000000 Penalty: 3563.575439
	Iteration 15Q: 3 clusters Score -7666954 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -7667070.500000 Penalty: 3563.575439
	Iteration 16Q: 3 clusters Score -7667070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -7667145.000000 Penalty: 3563.575439
	Iteration 17Q: 3 clusters Score -7667145 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7667125.000000 Penalty: 3563.575439
	Iteration 18Q: 3 clusters Score -7667125 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7667130.500000 Penalty: 3563.575439
	Iteration 19Q: 3 clusters Score -7667130 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -7667133.000000 Penalty: 3563.575439
	Iteration 20F: 3 clusters Score -7667133 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7667161.500000 Penalty: 3563.575439
	Iteration 21Q: 3 clusters Score -7667162 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7667199.000000 Penalty: 3563.575439
	Iteration 22Q: 3 clusters Score -7667199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -7667198.500000 Penalty: 3563.575439
	Iteration 23Q: 3 clusters Score -7667198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -7667213.500000 Penalty: 3563.575439
	Iteration 24Q: 3 clusters Score -7667214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -7667193.500000 Penalty: 3563.575439
	Iteration 25Q: 3 clusters Score -7667194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -7667222.000000 Penalty: 3563.575439
	Iteration 26Q: 3 clusters Score -7667222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -7667227.000000 Penalty: 3563.575439
	Iteration 27Q: 3 clusters Score -7667227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7667226.000000 Penalty: 3563.575439
	Iteration 28Q: 3 clusters Score -7667226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -7667232.000000 Penalty: 3563.575439
	Iteration 29Q: 3 clusters Score -7667232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7667241.500000 Penalty: 3563.575439
	Iteration 30Q: 3 clusters Score -7667242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7667256.000000 Penalty: 3563.575439
	Iteration 31Q: 3 clusters Score -7667256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -7667260.000000 Penalty: 3563.575439
	Iteration 32Q: 3 clusters Score -7667260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7667268.000000 Penalty: 3563.575439
	Iteration 33Q: 3 clusters Score -7667268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7667274.000000 Penalty: 3563.575439
	Iteration 34Q: 3 clusters Score -7667274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7667273.500000 Penalty: 3563.575439
	Iteration 35Q: 3 clusters Score -7667274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7667268.000000 Penalty: 3563.575439
	Iteration 36Q: 3 clusters Score -7667268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -7667267.500000 Penalty: 3563.575439
	Iteration 37Q: 3 clusters Score -7667268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -7667270.000000 Penalty: 3563.575439
	Iteration 38Q: 3 clusters Score -7667270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -7667271.500000 Penalty: 3563.575439
	Iteration 39Q: 3 clusters Score -7667272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7667268.000000 Penalty: 3563.575439
	Iteration 40F: 3 clusters Score -7667268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -7667270.500000 Penalty: 3563.575439
	Iteration 41Q: 3 clusters Score -7667270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -7667266.500000 Penalty: 3563.575439
	Iteration 42Q: 3 clusters Score -7667266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -7667267.000000 Penalty: 3563.575439
	Iteration 43Q: 3 clusters Score -7667267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7667266.500000 Penalty: 3563.575439
	Iteration 44Q: 3 clusters Score -7667266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -7667267.000000 Penalty: 3563.575439
	Iteration 45Q: 3 clusters Score -7667267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -7667258.500000 Penalty: 3563.575439
	Iteration 46Q: 3 clusters Score -7667258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7667259.500000 Penalty: 3563.575439
	Iteration 47Q: 3 clusters Score -7667260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7667255.000000 Penalty: 3563.575439
	Iteration 48Q: 3 clusters Score -7667255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7667254.500000 Penalty: 3563.575439
	Iteration 49Q: 3 clusters Score -7667254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -7667259.500000 Penalty: 3563.575439
	Iteration 50Q: 3 clusters Score -7667260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -7667259.500000 Penalty: 3563.575439
	Iteration 51F: 3 clusters Score -7667260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1543114.875000 Penalty: 1526.699829
	Iteration 0F: 2 clusters Score -1543115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1534671.375000 Penalty: 3053.399658
	Iteration 0F: 3 clusters Score -1534671 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1538022.875000 Penalty: 3053.399658
	Iteration 1F: 3 clusters Score -1538023 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1538974.125000 Penalty: 3053.399658
	Iteration 2F: 3 clusters Score -1538974 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1539982.250000 Penalty: 3053.399658
	Iteration 3F: 3 clusters Score -1539982 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1540892.000000 Penalty: 3053.399658
	Iteration 4F: 3 clusters Score -1540892 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1541495.000000 Penalty: 3053.399658
	Iteration 5F: 3 clusters Score -1541495 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1541969.500000 Penalty: 3053.399658
	Iteration 6F: 3 clusters Score -1541970 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1542309.375000 Penalty: 3053.399658
	Iteration 7Q: 3 clusters Score -1542309 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1542539.250000 Penalty: 3053.399658
	Iteration 8Q: 3 clusters Score -1542539 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1542725.250000 Penalty: 3053.399658
	Iteration 9Q: 3 clusters Score -1542725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1542829.250000 Penalty: 3053.399658
	Iteration 10Q: 3 clusters Score -1542829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1542899.500000 Penalty: 3053.399658
	Iteration 11Q: 3 clusters Score -1542900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1542945.375000 Penalty: 3053.399658
	Iteration 12Q: 3 clusters Score -1542945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1542969.375000 Penalty: 3053.399658
	Iteration 13Q: 3 clusters Score -1542969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1542985.500000 Penalty: 3053.399658
	Iteration 14Q: 3 clusters Score -1542986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1543000.625000 Penalty: 3053.399658
	Iteration 15Q: 3 clusters Score -1543001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1543006.375000 Penalty: 3053.399658
	Iteration 16Q: 3 clusters Score -1543006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1543013.625000 Penalty: 3053.399658
	Iteration 17Q: 3 clusters Score -1543014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1543010.500000 Penalty: 3053.399658
	Iteration 18Q: 3 clusters Score -1543010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1543012.625000 Penalty: 3053.399658
	Iteration 19Q: 3 clusters Score -1543013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1543014.250000 Penalty: 3053.399658
	Iteration 20F: 3 clusters Score -1543014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1543015.000000 Penalty: 3053.399658
	Iteration 21Q: 3 clusters Score -1543015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1543015.000000 Penalty: 3053.399658
	Iteration 22F: 3 clusters Score -1543015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65848.875000 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65848.88 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66101.695312 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66101.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66188.125000 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66188.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66264.343750 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -66264.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66319.312500 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66319.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66369.593750 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66369.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66416.210938 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66416.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66444.882812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66444.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66450.398438 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66454.570312 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66454.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66455.835938 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66455.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66461.718750 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66461.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66471.546875 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66471.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66479.429688 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66479.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66482.343750 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66482.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66483.625000 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -66483.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66485.140625 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -66485.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66487.257812 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -66487.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66490.046875 Penalty: 2075.735840
	Iteration 18Q: 3 clusters Score -66490.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66490.046875 Penalty: 2075.735840
	Iteration 19F: 3 clusters Score -66490.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Entering Unmasked Estep 
Score: -6338727.000000 Penalty: 1749.563721
	Iteration 0F: 2 clusters Score -6338727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6307797.000000 Penalty: 3499.127441
	Iteration 0F: 3 clusters Score -6307797 nChanged 22163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6320062.000000 Penalty: 3499.127441
	Iteration 1F: 3 clusters Score -6320062 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6320591.000000 Penalty: 3499.127441
	Iteration 2Q: 3 clusters Score -6320591 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -6321325.000000 Penalty: 3499.127441
	Iteration 3Q: 3 clusters Score -6321325 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -6322474.500000 Penalty: 3499.127441
	Iteration 4F: 3 clusters Score -6322474 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6324436.500000 Penalty: 3499.127441
	Iteration 5F: 3 clusters Score -6324436 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -6327524.000000 Penalty: 3499.127441
	Iteration 6F: 3 clusters Score -6327524 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -6331330.000000 Penalty: 3499.127441
	Iteration 7F: 3 clusters Score -6331330 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -6334495.500000 Penalty: 3499.127441
	Iteration 8F: 3 clusters Score -6334496 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6336105.000000 Penalty: 3499.127441
	Iteration 9Q: 3 clusters Score -6336105 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6336727.000000 Penalty: 3499.127441
	Iteration 10Q: 3 clusters Score -6336727 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6336986.500000 Penalty: 3499.127441
	Iteration 11Q: 3 clusters Score -6336986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6337070.000000 Penalty: 3499.127441
	Iteration 12Q: 3 clusters Score -6337070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -6337116.500000 Penalty: 3499.127441
	Iteration 13Q: 3 clusters Score -6337116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -6337145.500000 Penalty: 3499.127441
	Iteration 14Q: 3 clusters Score -6337146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6337178.000000 Penalty: 3499.127441
	Iteration 15Q: 3 clusters Score -6337178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -6337184.500000 Penalty: 3499.127441
	Iteration 16Q: 3 clusters Score -6337184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6337190.000000 Penalty: 3499.127441
	Iteration 17Q: 3 clusters Score -6337190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6337195.500000 Penalty: 3499.127441
	Iteration 18Q: 3 clusters Score -6337196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6337205.500000 Penalty: 3499.127441
	Iteration 19Q: 3 clusters Score -6337206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6337205.500000 Penalty: 3499.127441
	Iteration 20F: 3 clusters Score -6337206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26615.371094 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26615.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26791.179688 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26791.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26832.941406 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26832.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26837.384766 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -26837.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26838.103516 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26838.628906 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26838.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26838.628906 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -26838.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50563.304688 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50563.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50879.582031 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -50879.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51148.902344 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51148.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51284.820312 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -51284.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51373.988281 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51373.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51424.074219 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51424.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51447.472656 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51447.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51456.542969 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51456.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51472.039062 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -51472.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51478.070312 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -51478.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51478.691406 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -51478.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51478.691406 Penalty: 2049.539551
	Iteration 11F: 3 clusters Score -51478.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -118565.929688 Penalty: 1122.672607
	Iteration 0F: 2 clusters Score -118565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117188.703125 Penalty: 2245.345215
	Iteration 0F: 3 clusters Score -117188.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117577.414062 Penalty: 2245.345215
	Iteration 1F: 3 clusters Score -117577.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117735.242188 Penalty: 2245.345215
	Iteration 2F: 3 clusters Score -117735.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -117844.578125 Penalty: 2245.345215
	Iteration 3F: 3 clusters Score -117844.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117951.695312 Penalty: 2245.345215
	Iteration 4Q: 3 clusters Score -117951.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118054.187500 Penalty: 2245.345215
	Iteration 5Q: 3 clusters Score -118054.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118138.203125 Penalty: 2245.345215
	Iteration 6Q: 3 clusters Score -118138.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118195.093750 Penalty: 2245.345215
	Iteration 7Q: 3 clusters Score -118195.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118255.843750 Penalty: 2245.345215
	Iteration 8Q: 3 clusters Score -118255.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118300.960938 Penalty: 2245.345215
	Iteration 9Q: 3 clusters Score -118301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118381.328125 Penalty: 2245.345215
	Iteration 10Q: 3 clusters Score -118381.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118462.546875 Penalty: 2245.345215
	Iteration 11Q: 3 clusters Score -118462.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118533.039062 Penalty: 2245.345215
	Iteration 12Q: 3 clusters Score -118533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118585.726562 Penalty: 2245.345215
	Iteration 13Q: 3 clusters Score -118585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118629.609375 Penalty: 2245.345215
	Iteration 14Q: 3 clusters Score -118629.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118668.695312 Penalty: 2245.345215
	Iteration 15Q: 3 clusters Score -118668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118700.882812 Penalty: 2245.345215
	Iteration 16Q: 3 clusters Score -118700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118752.531250 Penalty: 2245.345215
	Iteration 17Q: 3 clusters Score -118752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118811.070312 Penalty: 2245.345215
	Iteration 18Q: 3 clusters Score -118811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118868.273438 Penalty: 2245.345215
	Iteration 19Q: 3 clusters Score -118868.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118937.765625 Penalty: 2245.345215
	Iteration 20F: 3 clusters Score -118937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118982.312500 Penalty: 2245.345215
	Iteration 21Q: 3 clusters Score -118982.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119035.289062 Penalty: 2245.345215
	Iteration 22Q: 3 clusters Score -119035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119091.945312 Penalty: 2245.345215
	Iteration 23Q: 3 clusters Score -119091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -119132.992188 Penalty: 2245.345215
	Iteration 24Q: 3 clusters Score -119133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119143.234375 Penalty: 2245.345215
	Iteration 25Q: 3 clusters Score -119143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119145.734375 Penalty: 2245.345215
	Iteration 26Q: 3 clusters Score -119145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119145.734375 Penalty: 2245.345215
	Iteration 27F: 3 clusters Score -119145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 407 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973880.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85974496.000000 to -85973880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2606004.750000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2606005 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2609830.250000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609830 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2610098.750000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610099 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2610375.750000 Penalty: 3148.096191
	Iteration 3Q: 3 clusters Score -2610376 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2610672.250000 Penalty: 3148.096191
	Iteration 4Q: 3 clusters Score -2610672 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2611029.750000 Penalty: 3148.096191
	Iteration 5Q: 3 clusters Score -2611030 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2611439.000000 Penalty: 3148.096191
	Iteration 6Q: 3 clusters Score -2611439 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2611887.000000 Penalty: 3148.096191
	Iteration 7Q: 3 clusters Score -2611887 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2612288.500000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2612288 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2612680.500000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2612680 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2613025.250000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2613025 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2613392.750000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2613393 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2613673.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2613674 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2613946.250000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2613946 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2614221.000000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2614221 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2614494.750000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2614495 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2614733.250000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2614733 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2614929.750000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2614930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2615082.750000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615083 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2615194.500000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2615277.500000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2615388.000000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2615471.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2615543.500000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2615603.250000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2615634.750000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2615655.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2615673.000000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2615687.000000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2615687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2615693.250000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2615693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2615705.000000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2615705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2615714.500000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2615714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2615724.750000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2615725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2615729.000000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2615729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2615726.500000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2615726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2615728.750000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2615729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2615741.000000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2615741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2615743.750000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2615744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2615745.000000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2615745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2615745.250000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2615745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2615740.500000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2615740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2615745.500000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2615746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2615751.000000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2615751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2615751.750000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2615752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2615752.750000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2615753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2615753.750000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2615754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2615753.750000 Penalty: 3148.096191
	Iteration 46F: 3 clusters Score -2615754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Entering Unmasked Estep 
Score: -6847875.000000 Penalty: 1762.435547
	Iteration 0F: 2 clusters Score -6847875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6813926.500000 Penalty: 3524.871094
	Iteration 0F: 3 clusters Score -6813926 nChanged 23964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -6827412.000000 Penalty: 3524.871094
	Iteration 1F: 3 clusters Score -6827412 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6827946.000000 Penalty: 3524.871094
	Iteration 2Q: 3 clusters Score -6827946 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6828690.500000 Penalty: 3524.871094
	Iteration 3Q: 3 clusters Score -6828690 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -6829839.000000 Penalty: 3524.871094
	Iteration 4Q: 3 clusters Score -6829839 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6831746.000000 Penalty: 3524.871094
	Iteration 5F: 3 clusters Score -6831746 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -6834765.000000 Penalty: 3524.871094
	Iteration 6F: 3 clusters Score -6834765 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6838523.000000 Penalty: 3524.871094
	Iteration 7F: 3 clusters Score -6838523 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6841942.000000 Penalty: 3524.871094
	Iteration 8F: 3 clusters Score -6841942 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6844231.500000 Penalty: 3524.871094
	Iteration 9Q: 3 clusters Score -6844232 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -6845380.000000 Penalty: 3524.871094
	Iteration 10Q: 3 clusters Score -6845380 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -6845849.500000 Penalty: 3524.871094
	Iteration 11Q: 3 clusters Score -6845850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -6846055.000000 Penalty: 3524.871094
	Iteration 12Q: 3 clusters Score -6846055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6846166.500000 Penalty: 3524.871094
	Iteration 13Q: 3 clusters Score -6846166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -6846215.500000 Penalty: 3524.871094
	Iteration 14Q: 3 clusters Score -6846216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6846255.000000 Penalty: 3524.871094
	Iteration 15Q: 3 clusters Score -6846255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -6846285.000000 Penalty: 3524.871094
	Iteration 16Q: 3 clusters Score -6846285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -6846298.500000 Penalty: 3524.871094
	Iteration 17Q: 3 clusters Score -6846298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6846322.000000 Penalty: 3524.871094
	Iteration 18Q: 3 clusters Score -6846322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6846335.000000 Penalty: 3524.871094
	Iteration 19Q: 3 clusters Score -6846335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6846330.500000 Penalty: 3524.871094
	Iteration 20F: 3 clusters Score -6846330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6846343.500000 Penalty: 3524.871094
	Iteration 21Q: 3 clusters Score -6846344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6846352.500000 Penalty: 3524.871094
	Iteration 22Q: 3 clusters Score -6846352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -6846351.000000 Penalty: 3524.871094
	Iteration 23Q: 3 clusters Score -6846351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6846351.500000 Penalty: 3524.871094
	Iteration 24Q: 3 clusters Score -6846352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6846355.000000 Penalty: 3524.871094
	Iteration 25Q: 3 clusters Score -6846355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6846355.000000 Penalty: 3524.871094
	Iteration 26F: 3 clusters Score -6846355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15969.632812 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15969.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16229.837891 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16229.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16368.241211 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16368.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16437.654297 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16437.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16474.593750 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16474.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16514.951172 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16514.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16522.035156 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16522.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16528.951172 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16528.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16528.951172 Penalty: 1886.668823
	Iteration 8F: 3 clusters Score -16528.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23894.437500 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23894.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24031.027344 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24031.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24088.847656 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -24088.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24121.294922 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24121.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24147.669922 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24147.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24147.669922 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -24147.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -795275.937500 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -795275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -790642.125000 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -790642.1 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -791944.500000 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -791944.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -792154.812500 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -792154.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -792311.187500 Penalty: 2830.576172
	Iteration 3F: 3 clusters Score -792311.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -792426.875000 Penalty: 2830.576172
	Iteration 4Q: 3 clusters Score -792426.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -792534.750000 Penalty: 2830.576172
	Iteration 5Q: 3 clusters Score -792534.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -792672.250000 Penalty: 2830.576172
	Iteration 6Q: 3 clusters Score -792672.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -792795.625000 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -792795.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -792923.812500 Penalty: 2830.576172
	Iteration 8Q: 3 clusters Score -792923.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -793068.375000 Penalty: 2830.576172
	Iteration 9Q: 3 clusters Score -793068.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -793237.375000 Penalty: 2830.576172
	Iteration 10Q: 3 clusters Score -793237.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -793389.187500 Penalty: 2830.576172
	Iteration 11Q: 3 clusters Score -793389.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -793528.312500 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -793528.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -793634.312500 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -793634.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -793741.875000 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -793741.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -793813.375000 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -793813.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -793879.000000 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -793879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -793915.625000 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -793915.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -793949.062500 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -793949.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -793973.562500 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -793973.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -793991.125000 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -793991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -794003.312500 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -794003.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -794013.312500 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -794013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -794023.437500 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -794023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -794029.500000 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -794029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -794033.875000 Penalty: 2830.576172
	Iteration 25Q: 3 clusters Score -794033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -794037.687500 Penalty: 2830.576172
	Iteration 26Q: 3 clusters Score -794037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -794039.875000 Penalty: 2830.576172
	Iteration 27Q: 3 clusters Score -794039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -794040.937500 Penalty: 2830.576172
	Iteration 28Q: 3 clusters Score -794040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -794041.250000 Penalty: 2830.576172
	Iteration 29Q: 3 clusters Score -794041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -794041.250000 Penalty: 2830.576172
	Iteration 30F: 3 clusters Score -794041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Entering Unmasked Estep 
Score: -1260104.750000 Penalty: 1494.372803
	Iteration 0F: 2 clusters Score -1260105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1252998.500000 Penalty: 2988.745605
	Iteration 0F: 3 clusters Score -1252998 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1255363.000000 Penalty: 2988.745605
	Iteration 1F: 3 clusters Score -1255363 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1255682.625000 Penalty: 2988.745605
	Iteration 2F: 3 clusters Score -1255683 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1256005.625000 Penalty: 2988.745605
	Iteration 3F: 3 clusters Score -1256006 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1256389.375000 Penalty: 2988.745605
	Iteration 4F: 3 clusters Score -1256389 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1256831.500000 Penalty: 2988.745605
	Iteration 5F: 3 clusters Score -1256832 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1257305.250000 Penalty: 2988.745605
	Iteration 6F: 3 clusters Score -1257305 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1257691.375000 Penalty: 2988.745605
	Iteration 7F: 3 clusters Score -1257691 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1257975.375000 Penalty: 2988.745605
	Iteration 8Q: 3 clusters Score -1257975 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1258222.125000 Penalty: 2988.745605
	Iteration 9Q: 3 clusters Score -1258222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1258396.750000 Penalty: 2988.745605
	Iteration 10Q: 3 clusters Score -1258397 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1258533.750000 Penalty: 2988.745605
	Iteration 11Q: 3 clusters Score -1258534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1258644.125000 Penalty: 2988.745605
	Iteration 12Q: 3 clusters Score -1258644 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1258714.375000 Penalty: 2988.745605
	Iteration 13Q: 3 clusters Score -1258714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1258780.375000 Penalty: 2988.745605
	Iteration 14Q: 3 clusters Score -1258780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1258838.250000 Penalty: 2988.745605
	Iteration 15Q: 3 clusters Score -1258838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1258893.000000 Penalty: 2988.745605
	Iteration 16Q: 3 clusters Score -1258893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1258946.750000 Penalty: 2988.745605
	Iteration 17Q: 3 clusters Score -1258947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1258979.000000 Penalty: 2988.745605
	Iteration 18Q: 3 clusters Score -1258979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1259001.875000 Penalty: 2988.745605
	Iteration 19Q: 3 clusters Score -1259002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1259034.125000 Penalty: 2988.745605
	Iteration 20F: 3 clusters Score -1259034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1259073.125000 Penalty: 2988.745605
	Iteration 21Q: 3 clusters Score -1259073 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1259140.375000 Penalty: 2988.745605
	Iteration 22Q: 3 clusters Score -1259140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1259226.375000 Penalty: 2988.745605
	Iteration 23Q: 3 clusters Score -1259226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1259312.375000 Penalty: 2988.745605
	Iteration 24Q: 3 clusters Score -1259312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1259371.000000 Penalty: 2988.745605
	Iteration 25Q: 3 clusters Score -1259371 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1259422.250000 Penalty: 2988.745605
	Iteration 26Q: 3 clusters Score -1259422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1259466.250000 Penalty: 2988.745605
	Iteration 27Q: 3 clusters Score -1259466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1259499.250000 Penalty: 2988.745605
	Iteration 28Q: 3 clusters Score -1259499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1259525.000000 Penalty: 2988.745605
	Iteration 29Q: 3 clusters Score -1259525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1259548.875000 Penalty: 2988.745605
	Iteration 30Q: 3 clusters Score -1259549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1259559.750000 Penalty: 2988.745605
	Iteration 31Q: 3 clusters Score -1259560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1259567.125000 Penalty: 2988.745605
	Iteration 32Q: 3 clusters Score -1259567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1259575.500000 Penalty: 2988.745605
	Iteration 33Q: 3 clusters Score -1259576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1259588.500000 Penalty: 2988.745605
	Iteration 34Q: 3 clusters Score -1259588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1259595.500000 Penalty: 2988.745605
	Iteration 35Q: 3 clusters Score -1259596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1259600.250000 Penalty: 2988.745605
	Iteration 36Q: 3 clusters Score -1259600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1259606.125000 Penalty: 2988.745605
	Iteration 37Q: 3 clusters Score -1259606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1259610.000000 Penalty: 2988.745605
	Iteration 38Q: 3 clusters Score -1259610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1259619.125000 Penalty: 2988.745605
	Iteration 39Q: 3 clusters Score -1259619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1259620.625000 Penalty: 2988.745605
	Iteration 40F: 3 clusters Score -1259621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1259630.500000 Penalty: 2988.745605
	Iteration 41Q: 3 clusters Score -1259630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1259632.875000 Penalty: 2988.745605
	Iteration 42Q: 3 clusters Score -1259633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1259636.000000 Penalty: 2988.745605
	Iteration 43Q: 3 clusters Score -1259636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1259636.125000 Penalty: 2988.745605
	Iteration 44Q: 3 clusters Score -1259636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1259640.500000 Penalty: 2988.745605
	Iteration 45Q: 3 clusters Score -1259640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1259645.875000 Penalty: 2988.745605
	Iteration 46Q: 3 clusters Score -1259646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1259650.375000 Penalty: 2988.745605
	Iteration 47Q: 3 clusters Score -1259650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1259648.125000 Penalty: 2988.745605
	Iteration 48Q: 3 clusters Score -1259648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1259649.750000 Penalty: 2988.745605
	Iteration 49Q: 3 clusters Score -1259650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1259653.125000 Penalty: 2988.745605
	Iteration 50Q: 3 clusters Score -1259653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1259652.625000 Penalty: 2988.745605
	Iteration 51Q: 3 clusters Score -1259653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1259650.750000 Penalty: 2988.745605
	Iteration 52Q: 3 clusters Score -1259651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1259655.000000 Penalty: 2988.745605
	Iteration 53Q: 3 clusters Score -1259655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1259658.875000 Penalty: 2988.745605
	Iteration 54Q: 3 clusters Score -1259659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1259661.250000 Penalty: 2988.745605
	Iteration 55Q: 3 clusters Score -1259661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1259661.500000 Penalty: 2988.745605
	Iteration 56Q: 3 clusters Score -1259662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1259666.250000 Penalty: 2988.745605
	Iteration 57Q: 3 clusters Score -1259666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1259667.500000 Penalty: 2988.745605
	Iteration 58Q: 3 clusters Score -1259668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1259669.375000 Penalty: 2988.745605
	Iteration 59Q: 3 clusters Score -1259669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1259670.750000 Penalty: 2988.745605
	Iteration 60F: 3 clusters Score -1259671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1259674.375000 Penalty: 2988.745605
	Iteration 61Q: 3 clusters Score -1259674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1259677.125000 Penalty: 2988.745605
	Iteration 62Q: 3 clusters Score -1259677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1259682.500000 Penalty: 2988.745605
	Iteration 63Q: 3 clusters Score -1259682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1259686.750000 Penalty: 2988.745605
	Iteration 64Q: 3 clusters Score -1259687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1259689.750000 Penalty: 2988.745605
	Iteration 65Q: 3 clusters Score -1259690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1259692.125000 Penalty: 2988.745605
	Iteration 66Q: 3 clusters Score -1259692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1259694.125000 Penalty: 2988.745605
	Iteration 67Q: 3 clusters Score -1259694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1259695.625000 Penalty: 2988.745605
	Iteration 68Q: 3 clusters Score -1259696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1259692.125000 Penalty: 2988.745605
	Iteration 69Q: 3 clusters Score -1259692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1259695.000000 Penalty: 2988.745605
	Iteration 70Q: 3 clusters Score -1259695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1259694.500000 Penalty: 2988.745605
	Iteration 71Q: 3 clusters Score -1259694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1259693.250000 Penalty: 2988.745605
	Iteration 72Q: 3 clusters Score -1259693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1259694.625000 Penalty: 2988.745605
	Iteration 73Q: 3 clusters Score -1259695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1259691.875000 Penalty: 2988.745605
	Iteration 74Q: 3 clusters Score -1259692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1259693.125000 Penalty: 2988.745605
	Iteration 75Q: 3 clusters Score -1259693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1259693.625000 Penalty: 2988.745605
	Iteration 76Q: 3 clusters Score -1259694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1259695.750000 Penalty: 2988.745605
	Iteration 77Q: 3 clusters Score -1259696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1259695.750000 Penalty: 2988.745605
	Iteration 78F: 3 clusters Score -1259696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Entering Unmasked Estep 
Score: -3189863.500000 Penalty: 1642.731689
	Iteration 0F: 2 clusters Score -3189864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3173120.750000 Penalty: 3285.463379
	Iteration 0F: 3 clusters Score -3173121 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3179448.000000 Penalty: 3285.463379
	Iteration 1F: 3 clusters Score -3179448 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3179809.500000 Penalty: 3285.463379
	Iteration 2Q: 3 clusters Score -3179810 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3180189.000000 Penalty: 3285.463379
	Iteration 3Q: 3 clusters Score -3180189 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3180606.750000 Penalty: 3285.463379
	Iteration 4Q: 3 clusters Score -3180607 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3181114.750000 Penalty: 3285.463379
	Iteration 5Q: 3 clusters Score -3181115 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3181861.750000 Penalty: 3285.463379
	Iteration 6F: 3 clusters Score -3181862 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3182915.250000 Penalty: 3285.463379
	Iteration 7F: 3 clusters Score -3182915 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3184248.750000 Penalty: 3285.463379
	Iteration 8F: 3 clusters Score -3184249 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3185720.500000 Penalty: 3285.463379
	Iteration 9F: 3 clusters Score -3185720 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3186858.250000 Penalty: 3285.463379
	Iteration 10F: 3 clusters Score -3186858 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3187633.750000 Penalty: 3285.463379
	Iteration 11Q: 3 clusters Score -3187634 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3188083.000000 Penalty: 3285.463379
	Iteration 12Q: 3 clusters Score -3188083 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3188366.500000 Penalty: 3285.463379
	Iteration 13Q: 3 clusters Score -3188366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3188572.750000 Penalty: 3285.463379
	Iteration 14Q: 3 clusters Score -3188573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3188705.750000 Penalty: 3285.463379
	Iteration 15Q: 3 clusters Score -3188706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3188784.000000 Penalty: 3285.463379
	Iteration 16Q: 3 clusters Score -3188784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3188838.500000 Penalty: 3285.463379
	Iteration 17Q: 3 clusters Score -3188838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3188865.000000 Penalty: 3285.463379
	Iteration 18Q: 3 clusters Score -3188865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3188881.250000 Penalty: 3285.463379
	Iteration 19Q: 3 clusters Score -3188881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3188889.250000 Penalty: 3285.463379
	Iteration 20F: 3 clusters Score -3188889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3188897.000000 Penalty: 3285.463379
	Iteration 21Q: 3 clusters Score -3188897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3188899.500000 Penalty: 3285.463379
	Iteration 22Q: 3 clusters Score -3188900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3188900.750000 Penalty: 3285.463379
	Iteration 23Q: 3 clusters Score -3188901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3188905.250000 Penalty: 3285.463379
	Iteration 24Q: 3 clusters Score -3188905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3188907.250000 Penalty: 3285.463379
	Iteration 25Q: 3 clusters Score -3188907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3188912.750000 Penalty: 3285.463379
	Iteration 26Q: 3 clusters Score -3188913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3188916.000000 Penalty: 3285.463379
	Iteration 27Q: 3 clusters Score -3188916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3188926.000000 Penalty: 3285.463379
	Iteration 28Q: 3 clusters Score -3188926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3188928.000000 Penalty: 3285.463379
	Iteration 29Q: 3 clusters Score -3188928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3188933.000000 Penalty: 3285.463379
	Iteration 30Q: 3 clusters Score -3188933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3188934.000000 Penalty: 3285.463379
	Iteration 31Q: 3 clusters Score -3188934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3188942.750000 Penalty: 3285.463379
	Iteration 32Q: 3 clusters Score -3188943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3188947.500000 Penalty: 3285.463379
	Iteration 33Q: 3 clusters Score -3188948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3188947.000000 Penalty: 3285.463379
	Iteration 34Q: 3 clusters Score -3188947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3188952.750000 Penalty: 3285.463379
	Iteration 35Q: 3 clusters Score -3188953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3188949.000000 Penalty: 3285.463379
	Iteration 36Q: 3 clusters Score -3188949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3188954.500000 Penalty: 3285.463379
	Iteration 37Q: 3 clusters Score -3188954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3188955.000000 Penalty: 3285.463379
	Iteration 38Q: 3 clusters Score -3188955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3188955.500000 Penalty: 3285.463379
	Iteration 39Q: 3 clusters Score -3188956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188957.750000 Penalty: 3285.463379
	Iteration 40F: 3 clusters Score -3188958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188955.250000 Penalty: 3285.463379
	Iteration 41Q: 3 clusters Score -3188955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3188957.750000 Penalty: 3285.463379
	Iteration 42Q: 3 clusters Score -3188958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3188958.250000 Penalty: 3285.463379
	Iteration 43Q: 3 clusters Score -3188958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188960.500000 Penalty: 3285.463379
	Iteration 44Q: 3 clusters Score -3188960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188961.750000 Penalty: 3285.463379
	Iteration 45Q: 3 clusters Score -3188962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188962.000000 Penalty: 3285.463379
	Iteration 46Q: 3 clusters Score -3188962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3188960.500000 Penalty: 3285.463379
	Iteration 47Q: 3 clusters Score -3188960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3188967.000000 Penalty: 3285.463379
	Iteration 48Q: 3 clusters Score -3188967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3188961.250000 Penalty: 3285.463379
	Iteration 49Q: 3 clusters Score -3188961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3188962.000000 Penalty: 3285.463379
	Iteration 50Q: 3 clusters Score -3188962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3188962.000000 Penalty: 3285.463379
	Iteration 51F: 3 clusters Score -3188962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -437709.906250 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -437709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -434678.937500 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -434678.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -435495.968750 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -435496 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -435739.062500 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -435739.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -435966.562500 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -435966.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -436215.406250 Penalty: 2649.932373
	Iteration 4F: 3 clusters Score -436215.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -436415.125000 Penalty: 2649.932373
	Iteration 5F: 3 clusters Score -436415.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -436578.906250 Penalty: 2649.932373
	Iteration 6F: 3 clusters Score -436578.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -436698.468750 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -436698.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -436782.468750 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -436782.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -436849.406250 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -436849.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -436906.156250 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -436906.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -436935.562500 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -436935.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -436950.593750 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -436950.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -436964.437500 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -436964.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -436977.437500 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -436977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -436986.062500 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -436986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -436991.093750 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -436991.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -436997.968750 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -436998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437002.906250 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -437002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -437006.437500 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -437006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -437010.093750 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -437010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -437011.875000 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -437011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -437014.500000 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -437014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -437017.531250 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -437017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -437019.000000 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -437019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437019.312500 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -437019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -437020.718750 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -437020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -437022.093750 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -437022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -437024.656250 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -437024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -437025.968750 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -437026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -437027.000000 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -437027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437027.750000 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -437027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437028.656250 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -437028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437028.656250 Penalty: 2649.932373
	Iteration 33F: 3 clusters Score -437028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41951.894531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -41951.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41096.441406 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -41096.44 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41326.445312 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -41326.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41428.980469 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -41428.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41485.570312 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -41485.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41562.074219 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -41562.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41622.566406 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -41622.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41663.667969 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -41663.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41674.351562 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -41674.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41695.175781 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -41695.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41718.687500 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -41718.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41731.386719 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -41731.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41731.386719 Penalty: 1927.116455
	Iteration 11F: 3 clusters Score -41731.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Entering Unmasked Estep 
Score: -7981661.000000 Penalty: 1786.076782
	Iteration 0F: 2 clusters Score -7981661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -7943881.500000 Penalty: 3572.153564
	Iteration 0F: 3 clusters Score -7943882 nChanged 28062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -7960154.500000 Penalty: 3572.153564
	Iteration 1F: 3 clusters Score -7960154 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -7960953.000000 Penalty: 3572.153564
	Iteration 2Q: 3 clusters Score -7960953 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -7961879.000000 Penalty: 3572.153564
	Iteration 3Q: 3 clusters Score -7961879 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -7963193.500000 Penalty: 3572.153564
	Iteration 4Q: 3 clusters Score -7963194 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -7965008.500000 Penalty: 3572.153564
	Iteration 5F: 3 clusters Score -7965008 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -7967541.500000 Penalty: 3572.153564
	Iteration 6F: 3 clusters Score -7967542 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -7970492.000000 Penalty: 3572.153564
	Iteration 7F: 3 clusters Score -7970492 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -7973311.500000 Penalty: 3572.153564
	Iteration 8F: 3 clusters Score -7973312 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -7975573.500000 Penalty: 3572.153564
	Iteration 9Q: 3 clusters Score -7975574 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -7976781.000000 Penalty: 3572.153564
	Iteration 10Q: 3 clusters Score -7976781 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -7977439.000000 Penalty: 3572.153564
	Iteration 11Q: 3 clusters Score -7977439 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -7977905.000000 Penalty: 3572.153564
	Iteration 12Q: 3 clusters Score -7977905 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7978189.500000 Penalty: 3572.153564
	Iteration 13Q: 3 clusters Score -7978190 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7978543.000000 Penalty: 3572.153564
	Iteration 14Q: 3 clusters Score -7978543 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -7978777.000000 Penalty: 3572.153564
	Iteration 15Q: 3 clusters Score -7978777 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7979057.500000 Penalty: 3572.153564
	Iteration 16Q: 3 clusters Score -7979058 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7979235.500000 Penalty: 3572.153564
	Iteration 17Q: 3 clusters Score -7979236 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7979426.500000 Penalty: 3572.153564
	Iteration 18Q: 3 clusters Score -7979426 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7979533.500000 Penalty: 3572.153564
	Iteration 19Q: 3 clusters Score -7979534 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7979691.500000 Penalty: 3572.153564
	Iteration 20F: 3 clusters Score -7979692 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7979798.500000 Penalty: 3572.153564
	Iteration 21Q: 3 clusters Score -7979798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7979890.000000 Penalty: 3572.153564
	Iteration 22Q: 3 clusters Score -7979890 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7979970.500000 Penalty: 3572.153564
	Iteration 23Q: 3 clusters Score -7979970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7980012.000000 Penalty: 3572.153564
	Iteration 24Q: 3 clusters Score -7980012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7980010.500000 Penalty: 3572.153564
	Iteration 25Q: 3 clusters Score -7980010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7980043.000000 Penalty: 3572.153564
	Iteration 26Q: 3 clusters Score -7980043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7980049.000000 Penalty: 3572.153564
	Iteration 27Q: 3 clusters Score -7980049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7980059.000000 Penalty: 3572.153564
	Iteration 28Q: 3 clusters Score -7980059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7980073.500000 Penalty: 3572.153564
	Iteration 29Q: 3 clusters Score -7980074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7980091.000000 Penalty: 3572.153564
	Iteration 30Q: 3 clusters Score -7980091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7980096.500000 Penalty: 3572.153564
	Iteration 31Q: 3 clusters Score -7980096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7980100.500000 Penalty: 3572.153564
	Iteration 32Q: 3 clusters Score -7980100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7980105.500000 Penalty: 3572.153564
	Iteration 33Q: 3 clusters Score -7980106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7980103.000000 Penalty: 3572.153564
	Iteration 34Q: 3 clusters Score -7980103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7980112.000000 Penalty: 3572.153564
	Iteration 35Q: 3 clusters Score -7980112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7980109.500000 Penalty: 3572.153564
	Iteration 36Q: 3 clusters Score -7980110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7980110.500000 Penalty: 3572.153564
	Iteration 37Q: 3 clusters Score -7980110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7980108.500000 Penalty: 3572.153564
	Iteration 38Q: 3 clusters Score -7980108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7980109.000000 Penalty: 3572.153564
	Iteration 39Q: 3 clusters Score -7980109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7980111.500000 Penalty: 3572.153564
	Iteration 40F: 3 clusters Score -7980112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7980111.000000 Penalty: 3572.153564
	Iteration 41Q: 3 clusters Score -7980111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7980116.000000 Penalty: 3572.153564
	Iteration 42Q: 3 clusters Score -7980116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7980117.000000 Penalty: 3572.153564
	Iteration 43Q: 3 clusters Score -7980117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7980114.500000 Penalty: 3572.153564
	Iteration 44Q: 3 clusters Score -7980114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7980114.500000 Penalty: 3572.153564
	Iteration 45Q: 3 clusters Score -7980114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7980114.500000 Penalty: 3572.153564
	Iteration 46F: 3 clusters Score -7980114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22564.337891 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22564.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22671.455078 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22671.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22731.181641 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -22731.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22750.677734 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22750.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22767.044922 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22767.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22772.734375 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22772.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22774.632812 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22774.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22777.035156 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22777.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22780.156250 Penalty: 1798.351562
	Iteration 8Q: 3 clusters Score -22780.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22786.613281 Penalty: 1798.351562
	Iteration 9Q: 3 clusters Score -22786.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22789.623047 Penalty: 1798.351562
	Iteration 10Q: 3 clusters Score -22789.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22792.687500 Penalty: 1798.351562
	Iteration 11Q: 3 clusters Score -22792.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22792.687500 Penalty: 1798.351562
	Iteration 12F: 3 clusters Score -22792.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38245.316406 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38245.32 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38521.175781 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38521.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38587.175781 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38587.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38607.636719 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -38607.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38621.980469 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38621.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38633.679688 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38633.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38655.585938 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38655.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38670.718750 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -38670.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38692.613281 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -38692.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38721.511719 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -38721.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38764.632812 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -38764.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38804.285156 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -38804.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38829.683594 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -38829.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38840.921875 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -38840.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38847.726562 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -38847.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38860.085938 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -38860.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38893.500000 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -38893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38912.250000 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -38912.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38941.296875 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -38941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38999.726562 Penalty: 1988.381592
	Iteration 19Q: 3 clusters Score -38999.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39024.652344 Penalty: 1988.381592
	Iteration 20F: 3 clusters Score -39024.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39056.746094 Penalty: 1988.381592
	Iteration 21Q: 3 clusters Score -39056.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39078.011719 Penalty: 1988.381592
	Iteration 22Q: 3 clusters Score -39078.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39093.890625 Penalty: 1988.381592
	Iteration 23Q: 3 clusters Score -39093.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39101.824219 Penalty: 1988.381592
	Iteration 24Q: 3 clusters Score -39101.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39110.957031 Penalty: 1988.381592
	Iteration 25Q: 3 clusters Score -39110.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39115.511719 Penalty: 1988.381592
	Iteration 26Q: 3 clusters Score -39115.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39138.406250 Penalty: 1988.381592
	Iteration 27Q: 3 clusters Score -39138.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39151.906250 Penalty: 1988.381592
	Iteration 28Q: 3 clusters Score -39151.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39154.570312 Penalty: 1988.381592
	Iteration 29Q: 3 clusters Score -39154.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39154.570312 Penalty: 1988.381592
	Iteration 30F: 3 clusters Score -39154.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223400.796875 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223400.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -223752.531250 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223752.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223886.328125 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223886.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223950.171875 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223950.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224005.390625 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -224005.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -224058.140625 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -224058.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -224098.359375 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -224098.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224115.859375 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -224115.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -224135.593750 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -224135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -224155.015625 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -224155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -224174.703125 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -224174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -224184.593750 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -224184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -224193.656250 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -224193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -224206.875000 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -224206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -224213.390625 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -224213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -224215.171875 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -224215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -224216.750000 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -224216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224217.921875 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -224217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -224219.484375 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -224219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -224219.484375 Penalty: 2354.374023
	Iteration 19F: 3 clusters Score -224219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15581.627930 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15581.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15862.637695 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15862.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16119.338867 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -16119.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16215.940430 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -16215.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16263.883789 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -16263.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16271.621094 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16271.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16274.935547 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16274.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16274.935547 Penalty: 1813.412231
	Iteration 7F: 3 clusters Score -16274.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 119 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973104.000000 Penalty: 98007.054688
Splitting cluster 34 changes total score from -85974496.000000 to -85973104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111319.312500 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111319.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111592.054688 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111592.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111677.523438 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111677.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111726.656250 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -111726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111759.890625 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111759.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111789.062500 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111789.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111819.226562 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111837.843750 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111867.617188 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111867.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111881.492188 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111881.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111903.609375 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111914.945312 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -111914.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111926.867188 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -111926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111931.937500 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -111931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111942.484375 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -111942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111946.640625 Penalty: 2171.277832
	Iteration 15Q: 3 clusters Score -111946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111951.656250 Penalty: 2171.277832
	Iteration 16Q: 3 clusters Score -111951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111952.984375 Penalty: 2171.277832
	Iteration 17Q: 3 clusters Score -111953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111958.679688 Penalty: 2171.277832
	Iteration 18Q: 3 clusters Score -111958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111970.843750 Penalty: 2171.277832
	Iteration 19Q: 3 clusters Score -111970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111979.921875 Penalty: 2171.277832
	Iteration 20F: 3 clusters Score -111979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111991.203125 Penalty: 2171.277832
	Iteration 21Q: 3 clusters Score -111991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111994.781250 Penalty: 2171.277832
	Iteration 22Q: 3 clusters Score -111994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112001.656250 Penalty: 2171.277832
	Iteration 23Q: 3 clusters Score -112001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112013.164062 Penalty: 2171.277832
	Iteration 24Q: 3 clusters Score -112013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112025.476562 Penalty: 2171.277832
	Iteration 25Q: 3 clusters Score -112025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112032.375000 Penalty: 2171.277832
	Iteration 26Q: 3 clusters Score -112032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112040.226562 Penalty: 2171.277832
	Iteration 27Q: 3 clusters Score -112040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112048.515625 Penalty: 2171.277832
	Iteration 28Q: 3 clusters Score -112048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112056.414062 Penalty: 2171.277832
	Iteration 29Q: 3 clusters Score -112056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112060.796875 Penalty: 2171.277832
	Iteration 30Q: 3 clusters Score -112060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112062.476562 Penalty: 2171.277832
	Iteration 31Q: 3 clusters Score -112062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112062.726562 Penalty: 2171.277832
	Iteration 32Q: 3 clusters Score -112062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112066.640625 Penalty: 2171.277832
	Iteration 33Q: 3 clusters Score -112066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112067.320312 Penalty: 2171.277832
	Iteration 34Q: 3 clusters Score -112067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112067.320312 Penalty: 2171.277832
	Iteration 35F: 3 clusters Score -112067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Entering Unmasked Estep 
Score: -7396899.500000 Penalty: 1775.137207
	Iteration 0F: 2 clusters Score -7396900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -7361927.500000 Penalty: 3550.274414
	Iteration 0F: 3 clusters Score -7361928 nChanged 26158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7376801.000000 Penalty: 3550.274414
	Iteration 1F: 3 clusters Score -7376801 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -7377373.500000 Penalty: 3550.274414
	Iteration 2Q: 3 clusters Score -7377374 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -7377877.000000 Penalty: 3550.274414
	Iteration 3Q: 3 clusters Score -7377877 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -7378471.500000 Penalty: 3550.274414
	Iteration 4Q: 3 clusters Score -7378472 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -7379117.000000 Penalty: 3550.274414
	Iteration 5Q: 3 clusters Score -7379117 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -7379831.500000 Penalty: 3550.274414
	Iteration 6Q: 3 clusters Score -7379832 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -7380782.000000 Penalty: 3550.274414
	Iteration 7Q: 3 clusters Score -7380782 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -7381898.500000 Penalty: 3550.274414
	Iteration 8Q: 3 clusters Score -7381898 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -7383329.000000 Penalty: 3550.274414
	Iteration 9Q: 3 clusters Score -7383329 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -7384952.500000 Penalty: 3550.274414
	Iteration 10F: 3 clusters Score -7384952 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -7386497.000000 Penalty: 3550.274414
	Iteration 11Q: 3 clusters Score -7386497 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -7387960.000000 Penalty: 3550.274414
	Iteration 12Q: 3 clusters Score -7387960 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7389113.500000 Penalty: 3550.274414
	Iteration 13Q: 3 clusters Score -7389114 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -7389955.000000 Penalty: 3550.274414
	Iteration 14Q: 3 clusters Score -7389955 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -7390493.500000 Penalty: 3550.274414
	Iteration 15Q: 3 clusters Score -7390494 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -7390932.000000 Penalty: 3550.274414
	Iteration 16Q: 3 clusters Score -7390932 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -7391333.000000 Penalty: 3550.274414
	Iteration 17Q: 3 clusters Score -7391333 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -7391761.500000 Penalty: 3550.274414
	Iteration 18Q: 3 clusters Score -7391762 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7392078.000000 Penalty: 3550.274414
	Iteration 19Q: 3 clusters Score -7392078 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -7392372.500000 Penalty: 3550.274414
	Iteration 20F: 3 clusters Score -7392372 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -7392635.000000 Penalty: 3550.274414
	Iteration 21Q: 3 clusters Score -7392635 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -7392875.500000 Penalty: 3550.274414
	Iteration 22Q: 3 clusters Score -7392876 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -7393101.500000 Penalty: 3550.274414
	Iteration 23Q: 3 clusters Score -7393102 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -7393288.500000 Penalty: 3550.274414
	Iteration 24Q: 3 clusters Score -7393288 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -7393522.000000 Penalty: 3550.274414
	Iteration 25Q: 3 clusters Score -7393522 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7393770.500000 Penalty: 3550.274414
	Iteration 26Q: 3 clusters Score -7393770 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7394013.500000 Penalty: 3550.274414
	Iteration 27Q: 3 clusters Score -7394014 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7394250.500000 Penalty: 3550.274414
	Iteration 28Q: 3 clusters Score -7394250 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7394542.000000 Penalty: 3550.274414
	Iteration 29Q: 3 clusters Score -7394542 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7394822.500000 Penalty: 3550.274414
	Iteration 30Q: 3 clusters Score -7394822 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7394993.000000 Penalty: 3550.274414
	Iteration 31Q: 3 clusters Score -7394993 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7395133.000000 Penalty: 3550.274414
	Iteration 32Q: 3 clusters Score -7395133 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7395226.500000 Penalty: 3550.274414
	Iteration 33Q: 3 clusters Score -7395226 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7395318.000000 Penalty: 3550.274414
	Iteration 34Q: 3 clusters Score -7395318 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7395378.000000 Penalty: 3550.274414
	Iteration 35Q: 3 clusters Score -7395378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7395421.500000 Penalty: 3550.274414
	Iteration 36Q: 3 clusters Score -7395422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7395476.500000 Penalty: 3550.274414
	Iteration 37Q: 3 clusters Score -7395476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7395501.500000 Penalty: 3550.274414
	Iteration 38Q: 3 clusters Score -7395502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7395511.500000 Penalty: 3550.274414
	Iteration 39Q: 3 clusters Score -7395512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7395528.000000 Penalty: 3550.274414
	Iteration 40F: 3 clusters Score -7395528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7395547.500000 Penalty: 3550.274414
	Iteration 41Q: 3 clusters Score -7395548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7395551.000000 Penalty: 3550.274414
	Iteration 42Q: 3 clusters Score -7395551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7395573.000000 Penalty: 3550.274414
	Iteration 43Q: 3 clusters Score -7395573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7395586.500000 Penalty: 3550.274414
	Iteration 44Q: 3 clusters Score -7395586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7395594.500000 Penalty: 3550.274414
	Iteration 45Q: 3 clusters Score -7395594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7395592.000000 Penalty: 3550.274414
	Iteration 46Q: 3 clusters Score -7395592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7395598.000000 Penalty: 3550.274414
	Iteration 47Q: 3 clusters Score -7395598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7395595.000000 Penalty: 3550.274414
	Iteration 48Q: 3 clusters Score -7395595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7395600.500000 Penalty: 3550.274414
	Iteration 49Q: 3 clusters Score -7395600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7395603.000000 Penalty: 3550.274414
	Iteration 50Q: 3 clusters Score -7395603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7395609.000000 Penalty: 3550.274414
	Iteration 51Q: 3 clusters Score -7395609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7395604.000000 Penalty: 3550.274414
	Iteration 52Q: 3 clusters Score -7395604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7395604.000000 Penalty: 3550.274414
	Iteration 53F: 3 clusters Score -7395604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40636.316406 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40636.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40776.257812 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40776.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40857.125000 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40857.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40900.476562 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -40900.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40927.511719 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -40927.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40933.984375 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -40933.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40938.839844 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -40938.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40941.417969 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -40941.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40942.562500 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -40942.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40943.503906 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -40943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40947.144531 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -40947.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40947.144531 Penalty: 1922.765625
	Iteration 11F: 3 clusters Score -40947.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35762.535156 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35762.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35989.949219 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -35989.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36175.988281 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36175.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36328.699219 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -36328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36466.476562 Penalty: 1939.829956
	Iteration 4F: 3 clusters Score -36466.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36574.746094 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36574.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36637.273438 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36637.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36661.839844 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36661.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36667.605469 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36667.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36670.824219 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -36670.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36685.683594 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -36685.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36689.644531 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -36689.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36689.644531 Penalty: 1939.829956
	Iteration 12F: 3 clusters Score -36689.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973168.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85974496.000000 to -85973168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50419.441406 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50419.44 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50684.257812 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50684.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50898.503906 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50898.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51103.539062 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -51103.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51228.507812 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -51228.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51388.312500 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51388.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51433.683594 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51433.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51460.851562 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51460.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51509.078125 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51509.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51516.316406 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -51516.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51516.316406 Penalty: 1922.765625
	Iteration 10F: 3 clusters Score -51516.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 131 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 240 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973368.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85974496.000000 to -85973368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6992.425781 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -6992.426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7162.120605 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7162.121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7242.436035 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -7242.436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7260.951660 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7260.952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7302.515137 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7302.515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7333.405273 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -7333.405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7363.563965 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -7363.564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7368.312012 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -7368.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7391.251465 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -7391.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7394.937012 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -7394.937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7394.937012 Penalty: 1728.389038
	Iteration 10F: 3 clusters Score -7394.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46804.421875 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46804.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47057.718750 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47057.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47179.496094 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47179.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47236.808594 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -47236.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47258.750000 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47258.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47270.472656 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47270.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47273.078125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47273.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47275.003906 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47275.003906 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -47275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1084636.000000 Penalty: 1466.421265
	Iteration 0F: 2 clusters Score -1084636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1078544.125000 Penalty: 2932.842529
	Iteration 0F: 3 clusters Score -1078544 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1080396.500000 Penalty: 2932.842529
	Iteration 1F: 3 clusters Score -1080396 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1080648.500000 Penalty: 2932.842529
	Iteration 2F: 3 clusters Score -1080648 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1080885.875000 Penalty: 2932.842529
	Iteration 3F: 3 clusters Score -1080886 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1081144.500000 Penalty: 2932.842529
	Iteration 4F: 3 clusters Score -1081144 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1081422.375000 Penalty: 2932.842529
	Iteration 5F: 3 clusters Score -1081422 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1081699.375000 Penalty: 2932.842529
	Iteration 6F: 3 clusters Score -1081699 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1082008.125000 Penalty: 2932.842529
	Iteration 7Q: 3 clusters Score -1082008 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1082364.875000 Penalty: 2932.842529
	Iteration 8Q: 3 clusters Score -1082365 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1082680.375000 Penalty: 2932.842529
	Iteration 9Q: 3 clusters Score -1082680 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1082910.500000 Penalty: 2932.842529
	Iteration 10Q: 3 clusters Score -1082910 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1083024.625000 Penalty: 2932.842529
	Iteration 11Q: 3 clusters Score -1083025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1083102.375000 Penalty: 2932.842529
	Iteration 12Q: 3 clusters Score -1083102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1083156.375000 Penalty: 2932.842529
	Iteration 13Q: 3 clusters Score -1083156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1083189.000000 Penalty: 2932.842529
	Iteration 14Q: 3 clusters Score -1083189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1083220.250000 Penalty: 2932.842529
	Iteration 15Q: 3 clusters Score -1083220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1083240.750000 Penalty: 2932.842529
	Iteration 16Q: 3 clusters Score -1083241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1083262.500000 Penalty: 2932.842529
	Iteration 17Q: 3 clusters Score -1083262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1083286.875000 Penalty: 2932.842529
	Iteration 18Q: 3 clusters Score -1083287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1083310.500000 Penalty: 2932.842529
	Iteration 19Q: 3 clusters Score -1083310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1083325.250000 Penalty: 2932.842529
	Iteration 20F: 3 clusters Score -1083325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1083335.750000 Penalty: 2932.842529
	Iteration 21Q: 3 clusters Score -1083336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1083347.000000 Penalty: 2932.842529
	Iteration 22Q: 3 clusters Score -1083347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1083357.125000 Penalty: 2932.842529
	Iteration 23Q: 3 clusters Score -1083357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1083364.000000 Penalty: 2932.842529
	Iteration 24Q: 3 clusters Score -1083364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1083371.500000 Penalty: 2932.842529
	Iteration 25Q: 3 clusters Score -1083372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1083373.625000 Penalty: 2932.842529
	Iteration 26Q: 3 clusters Score -1083374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1083374.375000 Penalty: 2932.842529
	Iteration 27Q: 3 clusters Score -1083374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1083374.750000 Penalty: 2932.842529
	Iteration 28Q: 3 clusters Score -1083375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1083378.500000 Penalty: 2932.842529
	Iteration 29Q: 3 clusters Score -1083378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1083379.750000 Penalty: 2932.842529
	Iteration 30Q: 3 clusters Score -1083380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1083384.000000 Penalty: 2932.842529
	Iteration 31Q: 3 clusters Score -1083384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1083386.125000 Penalty: 2932.842529
	Iteration 32Q: 3 clusters Score -1083386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1083391.875000 Penalty: 2932.842529
	Iteration 33Q: 3 clusters Score -1083392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1083396.000000 Penalty: 2932.842529
	Iteration 34Q: 3 clusters Score -1083396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1083396.375000 Penalty: 2932.842529
	Iteration 35Q: 3 clusters Score -1083396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1083396.000000 Penalty: 2932.842529
	Iteration 36Q: 3 clusters Score -1083396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1083397.250000 Penalty: 2932.842529
	Iteration 37Q: 3 clusters Score -1083397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1083397.625000 Penalty: 2932.842529
	Iteration 38Q: 3 clusters Score -1083398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1083399.500000 Penalty: 2932.842529
	Iteration 39Q: 3 clusters Score -1083400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1083399.375000 Penalty: 2932.842529
	Iteration 40F: 3 clusters Score -1083399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1083401.625000 Penalty: 2932.842529
	Iteration 41Q: 3 clusters Score -1083402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1083402.500000 Penalty: 2932.842529
	Iteration 42Q: 3 clusters Score -1083402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1083403.750000 Penalty: 2932.842529
	Iteration 43Q: 3 clusters Score -1083404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1083404.250000 Penalty: 2932.842529
	Iteration 44Q: 3 clusters Score -1083404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1083405.125000 Penalty: 2932.842529
	Iteration 45Q: 3 clusters Score -1083405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1083405.125000 Penalty: 2932.842529
	Iteration 46F: 3 clusters Score -1083405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28744.125000 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28744.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28869.552734 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28869.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28898.792969 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -28898.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28908.925781 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28908.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28915.353516 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28915.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28918.056641 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28918.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28918.902344 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -28918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28920.777344 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -28920.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28920.777344 Penalty: 1853.729370
	Iteration 8F: 3 clusters Score -28920.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38432.089844 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38432.09 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38810.699219 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38810.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39055.480469 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39055.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39191.367188 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39191.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39240.867188 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39240.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39265.812500 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39265.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39281.707031 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39281.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39293.273438 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39293.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39299.292969 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39299.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39300.492188 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39300.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39301.375000 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39301.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39301.375000 Penalty: 2041.736694
	Iteration 11F: 3 clusters Score -39301.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69819 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64469 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69449 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42853 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59352 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974392.000000 Penalty: 95829.117188
Iteration 399Q: 45 clusters Score -8.597439e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69765 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64454 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69440 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 42984 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 27438 members 
Mstep: Class 14 contains 57820 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47412 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51277 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6064 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24569 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59354 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55448 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974304.000000 Penalty: 95829.117188
Iteration 400F: 45 clusters Score -8.59743e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69707 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64451 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69435 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43105 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17539 members 
Mstep: Class 13 contains 27439 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47415 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51238 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24571 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59339 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55410 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974392.000000 Penalty: 95829.117188
Iteration 401Q: 45 clusters Score -8.597439e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69669 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64441 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69419 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43230 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17534 members 
Mstep: Class 13 contains 27438 members 
Mstep: Class 14 contains 57840 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47419 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51218 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6072 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59317 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55393 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974368.000000 Penalty: 95829.117188
Iteration 402Q: 45 clusters Score -8.597437e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69648 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64429 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69412 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43357 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17525 members 
Mstep: Class 13 contains 27436 members 
Mstep: Class 14 contains 57828 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47431 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51181 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24573 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59276 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55392 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974328.000000 Penalty: 95829.117188
Iteration 403Q: 45 clusters Score -8.597433e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69628 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64411 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69400 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43485 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17521 members 
Mstep: Class 13 contains 27439 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47438 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51156 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24579 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59219 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55405 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974304.000000 Penalty: 95829.117188
Iteration 404Q: 45 clusters Score -8.59743e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69577 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64393 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69388 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43590 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 17517 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 57792 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47469 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51134 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 24586 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59183 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55427 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974304.000000 Penalty: 95829.117188
Iteration 405Q: 45 clusters Score -8.59743e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69525 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64372 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69376 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43695 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17514 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 57782 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47506 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51097 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24584 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59148 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55457 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974384.000000 Penalty: 95829.117188
Iteration 406Q: 45 clusters Score -8.597438e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69483 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64374 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69367 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43779 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17513 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 57762 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47528 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51053 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24577 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55483 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974376.000000 Penalty: 95829.117188
Iteration 407Q: 45 clusters Score -8.597438e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69429 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64364 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69339 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17521 members 
Mstep: Class 13 contains 27433 members 
Mstep: Class 14 contains 57759 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 51015 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 9864 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59146 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55512 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974488.000000 Penalty: 95829.117188
Iteration 408Q: 45 clusters Score -8.597449e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69379 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64350 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69329 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 43931 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17517 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 57746 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47559 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50987 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6074 members 
Mstep: Class 26 contains 9864 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59159 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55525 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974536.000000 Penalty: 95829.117188
Iteration 409Q: 45 clusters Score -8.597454e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69333 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64339 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69310 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44003 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17518 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 57730 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47582 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50974 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24564 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59155 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55536 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974360.000000 Penalty: 95829.117188
Iteration 410Q: 45 clusters Score -8.597436e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69275 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64340 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69296 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44075 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17512 members 
Mstep: Class 13 contains 27410 members 
Mstep: Class 14 contains 57714 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47602 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50969 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59169 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55534 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974400.000000 Penalty: 95829.117188
Iteration 411Q: 45 clusters Score -8.59744e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69189 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64335 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69272 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17509 members 
Mstep: Class 13 contains 27409 members 
Mstep: Class 14 contains 57741 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47607 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50954 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24572 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59203 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55519 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974448.000000 Penalty: 95829.117188
Iteration 412Q: 45 clusters Score -8.597445e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69117 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64340 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69261 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44240 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17507 members 
Mstep: Class 13 contains 27409 members 
Mstep: Class 14 contains 57739 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50924 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24573 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59239 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55492 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974560.000000 Penalty: 95829.117188
Iteration 413Q: 45 clusters Score -8.597456e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69063 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64333 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69257 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44329 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17500 members 
Mstep: Class 13 contains 27409 members 
Mstep: Class 14 contains 57724 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47633 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50893 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6085 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24574 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59262 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55482 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974520.000000 Penalty: 95829.117188
Iteration 414Q: 45 clusters Score -8.597452e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 69010 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64316 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69250 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17493 members 
Mstep: Class 13 contains 27408 members 
Mstep: Class 14 contains 57691 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47656 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50858 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6091 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59289 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55498 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974544.000000 Penalty: 95829.117188
Iteration 415Q: 45 clusters Score -8.597454e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68969 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64289 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69240 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17487 members 
Mstep: Class 13 contains 27406 members 
Mstep: Class 14 contains 57659 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47700 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50825 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24564 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59311 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55494 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974464.000000 Penalty: 95829.117188
Iteration 416Q: 45 clusters Score -8.597446e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68913 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64267 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69223 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44585 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 57619 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50792 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6119 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24565 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59321 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55518 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974360.000000 Penalty: 95829.117188
Iteration 417Q: 45 clusters Score -8.597436e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68855 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64244 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44692 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 27409 members 
Mstep: Class 14 contains 57570 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47758 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50768 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6126 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24565 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59317 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55566 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974496.000000 Penalty: 95829.117188
Iteration 418Q: 45 clusters Score -8.59745e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68787 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64224 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69213 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44799 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 27408 members 
Mstep: Class 14 contains 57491 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47805 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50735 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6129 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59315 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55609 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974696.000000 Penalty: 95829.117188
Iteration 419Q: 45 clusters Score -8.59747e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68718 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64213 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69223 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17467 members 
Mstep: Class 13 contains 27413 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47833 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50709 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6134 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 24562 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59312 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55617 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974792.000000 Penalty: 95829.117188
Iteration 420F: 45 clusters Score -8.597479e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68671 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64206 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69224 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45030 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 57376 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47847 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50673 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6138 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24561 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59321 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55623 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974736.000000 Penalty: 95829.117188
Iteration 421Q: 45 clusters Score -8.597474e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68601 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64186 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69223 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45143 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 27408 members 
Mstep: Class 14 contains 57320 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47866 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50628 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6148 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24567 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59338 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55653 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974792.000000 Penalty: 95829.117188
Iteration 422Q: 45 clusters Score -8.597479e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68529 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64160 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69214 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45264 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 27406 members 
Mstep: Class 14 contains 57253 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47915 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50583 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6154 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59362 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55678 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974536.000000 Penalty: 95829.117188
Iteration 423Q: 45 clusters Score -8.597454e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68456 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64125 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69211 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45389 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 14 contains 57184 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47944 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50544 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6159 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24565 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59389 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55713 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974504.000000 Penalty: 95829.117188
Iteration 424Q: 45 clusters Score -8.59745e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68370 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64109 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69200 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45496 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 27398 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 47989 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50495 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24568 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59429 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55725 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974336.000000 Penalty: 95829.117188
Iteration 425Q: 45 clusters Score -8.597434e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68285 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64102 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45607 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 27393 members 
Mstep: Class 14 contains 57074 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48018 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50435 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24562 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59494 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55739 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974376.000000 Penalty: 95829.117188
Iteration 426Q: 45 clusters Score -8.597438e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68170 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64103 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45712 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 27389 members 
Mstep: Class 14 contains 57005 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48078 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50381 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24558 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59553 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55764 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974392.000000 Penalty: 95829.117188
Iteration 427Q: 45 clusters Score -8.597439e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68066 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64095 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69170 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45830 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 27386 members 
Mstep: Class 14 contains 56939 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48122 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50317 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24553 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59626 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55776 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974296.000000 Penalty: 95829.117188
Iteration 428Q: 45 clusters Score -8.59743e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67969 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64078 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69154 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 45952 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17482 members 
Mstep: Class 13 contains 27386 members 
Mstep: Class 14 contains 56872 members 
Mstep: Class 15 contains 12091 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48153 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50257 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6169 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24548 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59692 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55805 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974352.000000 Penalty: 95829.117188
Iteration 429Q: 45 clusters Score -8.597435e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67867 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64052 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69144 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46068 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17482 members 
Mstep: Class 13 contains 27387 members 
Mstep: Class 14 contains 56815 members 
Mstep: Class 15 contains 12093 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48174 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50193 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6168 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24545 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59799 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55821 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974256.000000 Penalty: 95829.117188
Iteration 430Q: 45 clusters Score -8.597426e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67771 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64025 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69130 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46214 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17487 members 
Mstep: Class 13 contains 27385 members 
Mstep: Class 14 contains 56749 members 
Mstep: Class 15 contains 12097 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48182 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50133 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6174 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24551 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 59899 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55811 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974000.000000 Penalty: 95829.117188
Iteration 431Q: 45 clusters Score -8.5974e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67665 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63967 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69124 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46353 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17492 members 
Mstep: Class 13 contains 27385 members 
Mstep: Class 14 contains 56681 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48195 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 50065 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24541 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60033 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55825 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973808.000000 Penalty: 95829.117188
Iteration 432Q: 45 clusters Score -8.597381e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67537 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63935 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69102 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46488 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17494 members 
Mstep: Class 13 contains 27383 members 
Mstep: Class 14 contains 56638 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48235 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49970 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6184 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 24530 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60173 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55829 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973968.000000 Penalty: 95829.117188
Iteration 433Q: 45 clusters Score -8.597397e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67411 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63904 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69076 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46633 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 27383 members 
Mstep: Class 14 contains 56567 members 
Mstep: Class 15 contains 12113 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49890 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 24529 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60314 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55825 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973896.000000 Penalty: 95829.117188
Iteration 434Q: 45 clusters Score -8.59739e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63867 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69061 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46807 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17508 members 
Mstep: Class 13 contains 27378 members 
Mstep: Class 14 contains 56480 members 
Mstep: Class 15 contains 12117 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48335 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49790 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24526 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60452 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55854 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973784.000000 Penalty: 95829.117188
Iteration 435Q: 45 clusters Score -8.597378e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67076 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63848 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69043 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 46977 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17527 members 
Mstep: Class 13 contains 27375 members 
Mstep: Class 14 contains 56405 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48350 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49674 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6194 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24522 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 60626 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55873 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973816.000000 Penalty: 95829.117188
Iteration 436Q: 45 clusters Score -8.597382e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 66888 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63805 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 69023 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47159 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 27375 members 
Mstep: Class 14 contains 56350 members 
Mstep: Class 15 contains 12121 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48353 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49540 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6196 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24517 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 60848 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55889 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973904.000000 Penalty: 95829.117188
Iteration 437Q: 45 clusters Score -8.59739e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 66697 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63750 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68990 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47385 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27369 members 
Mstep: Class 14 contains 56294 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48321 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49416 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6198 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 24514 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61064 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55928 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973984.000000 Penalty: 95829.117188
Iteration 438Q: 45 clusters Score -8.597398e+07 nChanged 1587
Entering ConstructFrom: 
Score: -85973984.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -64898.550781 Penalty: 1018.728149
	Iteration 0F: 2 clusters Score -64898.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63804.234375 Penalty: 2037.456299
	Iteration 0F: 3 clusters Score -63804.23 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63979.789062 Penalty: 2037.456299
	Iteration 1F: 3 clusters Score -63979.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64022.429688 Penalty: 2037.456299
	Iteration 2F: 3 clusters Score -64022.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64038.582031 Penalty: 2037.456299
	Iteration 3Q: 3 clusters Score -64038.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64051.644531 Penalty: 2037.456299
	Iteration 4Q: 3 clusters Score -64051.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64054.796875 Penalty: 2037.456299
	Iteration 5Q: 3 clusters Score -64054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64056.105469 Penalty: 2037.456299
	Iteration 6Q: 3 clusters Score -64056.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64056.105469 Penalty: 2037.456299
	Iteration 7F: 3 clusters Score -64056.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Entering Unmasked Estep 
Score: -8800860.000000 Penalty: 1804.609253
	Iteration 0F: 2 clusters Score -8800860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -8760159.000000 Penalty: 3609.218506
	Iteration 0F: 3 clusters Score -8760159 nChanged 31380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8778112.000000 Penalty: 3609.218506
	Iteration 1F: 3 clusters Score -8778112 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -8779003.000000 Penalty: 3609.218506
	Iteration 2Q: 3 clusters Score -8779003 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8780192.000000 Penalty: 3609.218506
	Iteration 3Q: 3 clusters Score -8780192 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -8782117.000000 Penalty: 3609.218506
	Iteration 4F: 3 clusters Score -8782117 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -8784776.000000 Penalty: 3609.218506
	Iteration 5F: 3 clusters Score -8784776 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -8788094.000000 Penalty: 3609.218506
	Iteration 6F: 3 clusters Score -8788094 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -8791304.000000 Penalty: 3609.218506
	Iteration 7F: 3 clusters Score -8791304 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -8793753.000000 Penalty: 3609.218506
	Iteration 8F: 3 clusters Score -8793753 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -8795407.000000 Penalty: 3609.218506
	Iteration 9F: 3 clusters Score -8795407 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -8796560.000000 Penalty: 3609.218506
	Iteration 10Q: 3 clusters Score -8796560 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -8797301.000000 Penalty: 3609.218506
	Iteration 11Q: 3 clusters Score -8797301 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -8797762.000000 Penalty: 3609.218506
	Iteration 12Q: 3 clusters Score -8797762 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -8797962.000000 Penalty: 3609.218506
	Iteration 13Q: 3 clusters Score -8797962 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -8798154.000000 Penalty: 3609.218506
	Iteration 14Q: 3 clusters Score -8798154 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -8798262.000000 Penalty: 3609.218506
	Iteration 15Q: 3 clusters Score -8798262 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -8798368.000000 Penalty: 3609.218506
	Iteration 16Q: 3 clusters Score -8798368 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8798421.000000 Penalty: 3609.218506
	Iteration 17Q: 3 clusters Score -8798421 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -8798518.000000 Penalty: 3609.218506
	Iteration 18Q: 3 clusters Score -8798518 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8798564.000000 Penalty: 3609.218506
	Iteration 19Q: 3 clusters Score -8798564 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -8798640.000000 Penalty: 3609.218506
	Iteration 20F: 3 clusters Score -8798640 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8798735.000000 Penalty: 3609.218506
	Iteration 21Q: 3 clusters Score -8798735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -8798817.000000 Penalty: 3609.218506
	Iteration 22Q: 3 clusters Score -8798817 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -8798851.000000 Penalty: 3609.218506
	Iteration 23Q: 3 clusters Score -8798851 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -8798947.000000 Penalty: 3609.218506
	Iteration 24Q: 3 clusters Score -8798947 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8798996.000000 Penalty: 3609.218506
	Iteration 25Q: 3 clusters Score -8798996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -8799033.000000 Penalty: 3609.218506
	Iteration 26Q: 3 clusters Score -8799033 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -8799065.000000 Penalty: 3609.218506
	Iteration 27Q: 3 clusters Score -8799065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -8799082.000000 Penalty: 3609.218506
	Iteration 28Q: 3 clusters Score -8799082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -8799077.000000 Penalty: 3609.218506
	Iteration 29Q: 3 clusters Score -8799077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -8799121.000000 Penalty: 3609.218506
	Iteration 30Q: 3 clusters Score -8799121 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -8799140.000000 Penalty: 3609.218506
	Iteration 31Q: 3 clusters Score -8799140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -8799155.000000 Penalty: 3609.218506
	Iteration 32Q: 3 clusters Score -8799155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -8799150.000000 Penalty: 3609.218506
	Iteration 33Q: 3 clusters Score -8799150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -8799194.000000 Penalty: 3609.218506
	Iteration 34Q: 3 clusters Score -8799194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -8799197.000000 Penalty: 3609.218506
	Iteration 35Q: 3 clusters Score -8799197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -8799182.000000 Penalty: 3609.218506
	Iteration 36Q: 3 clusters Score -8799182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -8799185.000000 Penalty: 3609.218506
	Iteration 37Q: 3 clusters Score -8799185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8799199.000000 Penalty: 3609.218506
	Iteration 38Q: 3 clusters Score -8799199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -8799204.000000 Penalty: 3609.218506
	Iteration 39Q: 3 clusters Score -8799204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -8799198.000000 Penalty: 3609.218506
	Iteration 40F: 3 clusters Score -8799198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8799204.000000 Penalty: 3609.218506
	Iteration 41Q: 3 clusters Score -8799204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -8799204.000000 Penalty: 3609.218506
	Iteration 42Q: 3 clusters Score -8799204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -8799208.000000 Penalty: 3609.218506
	Iteration 43Q: 3 clusters Score -8799208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -8799205.000000 Penalty: 3609.218506
	Iteration 44Q: 3 clusters Score -8799205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -8799208.000000 Penalty: 3609.218506
	Iteration 45Q: 3 clusters Score -8799208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8799215.000000 Penalty: 3609.218506
	Iteration 46Q: 3 clusters Score -8799215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8799212.000000 Penalty: 3609.218506
	Iteration 47Q: 3 clusters Score -8799212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8799215.000000 Penalty: 3609.218506
	Iteration 48Q: 3 clusters Score -8799215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8799221.000000 Penalty: 3609.218506
	Iteration 49Q: 3 clusters Score -8799221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -8799227.000000 Penalty: 3609.218506
	Iteration 50Q: 3 clusters Score -8799227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -8799231.000000 Penalty: 3609.218506
	Iteration 51Q: 3 clusters Score -8799231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -8799229.000000 Penalty: 3609.218506
	Iteration 52Q: 3 clusters Score -8799229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -8799222.000000 Penalty: 3609.218506
	Iteration 53Q: 3 clusters Score -8799222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -8799226.000000 Penalty: 3609.218506
	Iteration 54Q: 3 clusters Score -8799226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -8799236.000000 Penalty: 3609.218506
	Iteration 55Q: 3 clusters Score -8799236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -8799239.000000 Penalty: 3609.218506
	Iteration 56Q: 3 clusters Score -8799239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -8799251.000000 Penalty: 3609.218506
	Iteration 57Q: 3 clusters Score -8799251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8799260.000000 Penalty: 3609.218506
	Iteration 58Q: 3 clusters Score -8799260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -8799260.000000 Penalty: 3609.218506
	Iteration 59Q: 3 clusters Score -8799260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -8799282.000000 Penalty: 3609.218506
	Iteration 60F: 3 clusters Score -8799282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -8799282.000000 Penalty: 3609.218506
	Iteration 61Q: 3 clusters Score -8799282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -8799277.000000 Penalty: 3609.218506
	Iteration 62Q: 3 clusters Score -8799277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -8799284.000000 Penalty: 3609.218506
	Iteration 63Q: 3 clusters Score -8799284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -8799266.000000 Penalty: 3609.218506
	Iteration 64Q: 3 clusters Score -8799266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -8799271.000000 Penalty: 3609.218506
	Iteration 65Q: 3 clusters Score -8799271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -8799274.000000 Penalty: 3609.218506
	Iteration 66Q: 3 clusters Score -8799274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -8799276.000000 Penalty: 3609.218506
	Iteration 67Q: 3 clusters Score -8799276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8799283.000000 Penalty: 3609.218506
	Iteration 68Q: 3 clusters Score -8799283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -8799286.000000 Penalty: 3609.218506
	Iteration 69Q: 3 clusters Score -8799286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -8799290.000000 Penalty: 3609.218506
	Iteration 70Q: 3 clusters Score -8799290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -8799297.000000 Penalty: 3609.218506
	Iteration 71Q: 3 clusters Score -8799297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -8799303.000000 Penalty: 3609.218506
	Iteration 72Q: 3 clusters Score -8799303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -8799305.000000 Penalty: 3609.218506
	Iteration 73Q: 3 clusters Score -8799305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -8799304.000000 Penalty: 3609.218506
	Iteration 74Q: 3 clusters Score -8799304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8799303.000000 Penalty: 3609.218506
	Iteration 75Q: 3 clusters Score -8799303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -8799307.000000 Penalty: 3609.218506
	Iteration 76Q: 3 clusters Score -8799307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -8799306.000000 Penalty: 3609.218506
	Iteration 77Q: 3 clusters Score -8799306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -8799303.000000 Penalty: 3609.218506
	Iteration 78Q: 3 clusters Score -8799303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -8799310.000000 Penalty: 3609.218506
	Iteration 79Q: 3 clusters Score -8799310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -8799314.000000 Penalty: 3609.218506
	Iteration 80F: 3 clusters Score -8799314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8799319.000000 Penalty: 3609.218506
	Iteration 81Q: 3 clusters Score -8799319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -8799311.000000 Penalty: 3609.218506
	Iteration 82Q: 3 clusters Score -8799311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8799305.000000 Penalty: 3609.218506
	Iteration 83Q: 3 clusters Score -8799305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8799315.000000 Penalty: 3609.218506
	Iteration 84Q: 3 clusters Score -8799315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -8799318.000000 Penalty: 3609.218506
	Iteration 85Q: 3 clusters Score -8799318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -8799323.000000 Penalty: 3609.218506
	Iteration 86Q: 3 clusters Score -8799323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -8799318.000000 Penalty: 3609.218506
	Iteration 87Q: 3 clusters Score -8799318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -8799324.000000 Penalty: 3609.218506
	Iteration 88Q: 3 clusters Score -8799324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8799328.000000 Penalty: 3609.218506
	Iteration 89Q: 3 clusters Score -8799328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8799328.000000 Penalty: 3609.218506
	Iteration 90F: 3 clusters Score -8799328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83816.203125 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83816.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84149.765625 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84149.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84369.914062 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84369.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84678.882812 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84678.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85009.406250 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85009.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85237.406250 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -85237.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85370.281250 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -85370.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85442.945312 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85442.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85491.609375 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85491.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85525.968750 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85525.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85575.914062 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85575.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85594.851562 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85594.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85603.742188 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85603.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85610.070312 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85610.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85617.695312 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85617.695312 Penalty: 2167.174072
	Iteration 15F: 3 clusters Score -85617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66522 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63701 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68951 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 56239 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48280 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49280 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24513 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61263 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55949 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973568.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85973984.000000 to -85973568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69216.117188 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69216.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69389.117188 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69389.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69444.914062 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69444.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69551.242188 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -69551.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69655.734375 Penalty: 1935.647095
	Iteration 4F: 3 clusters Score -69655.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -69726.742188 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69726.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -69748.304688 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -69770.203125 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -69794.296875 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -69798.304688 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -69798.304688 Penalty: 1935.647095
	Iteration 10F: 3 clusters Score -69798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Entering Unmasked Estep 
Score: -8478161.000000 Penalty: 1797.567749
	Iteration 0F: 2 clusters Score -8478161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -8436191.000000 Penalty: 3595.135498
	Iteration 0F: 3 clusters Score -8436191 nChanged 30068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -8453543.000000 Penalty: 3595.135498
	Iteration 1F: 3 clusters Score -8453543 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8454366.000000 Penalty: 3595.135498
	Iteration 2Q: 3 clusters Score -8454366 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -8455404.000000 Penalty: 3595.135498
	Iteration 3Q: 3 clusters Score -8455404 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -8456755.000000 Penalty: 3595.135498
	Iteration 4Q: 3 clusters Score -8456755 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8458765.000000 Penalty: 3595.135498
	Iteration 5F: 3 clusters Score -8458765 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -8461501.000000 Penalty: 3595.135498
	Iteration 6F: 3 clusters Score -8461501 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -8464892.000000 Penalty: 3595.135498
	Iteration 7F: 3 clusters Score -8464892 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -8468308.000000 Penalty: 3595.135498
	Iteration 8F: 3 clusters Score -8468308 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -8471195.000000 Penalty: 3595.135498
	Iteration 9F: 3 clusters Score -8471195 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -8472941.000000 Penalty: 3595.135498
	Iteration 10Q: 3 clusters Score -8472941 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -8473696.000000 Penalty: 3595.135498
	Iteration 11Q: 3 clusters Score -8473696 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -8474154.000000 Penalty: 3595.135498
	Iteration 12Q: 3 clusters Score -8474154 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -8474482.000000 Penalty: 3595.135498
	Iteration 13Q: 3 clusters Score -8474482 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -8474764.000000 Penalty: 3595.135498
	Iteration 14Q: 3 clusters Score -8474764 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -8475020.000000 Penalty: 3595.135498
	Iteration 15Q: 3 clusters Score -8475020 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -8475197.000000 Penalty: 3595.135498
	Iteration 16Q: 3 clusters Score -8475197 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -8475412.000000 Penalty: 3595.135498
	Iteration 17Q: 3 clusters Score -8475412 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -8475578.000000 Penalty: 3595.135498
	Iteration 18Q: 3 clusters Score -8475578 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -8475717.000000 Penalty: 3595.135498
	Iteration 19Q: 3 clusters Score -8475717 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -8475885.000000 Penalty: 3595.135498
	Iteration 20F: 3 clusters Score -8475885 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -8476032.000000 Penalty: 3595.135498
	Iteration 21Q: 3 clusters Score -8476032 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -8476178.000000 Penalty: 3595.135498
	Iteration 22Q: 3 clusters Score -8476178 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -8476315.000000 Penalty: 3595.135498
	Iteration 23Q: 3 clusters Score -8476315 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -8476388.000000 Penalty: 3595.135498
	Iteration 24Q: 3 clusters Score -8476388 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -8476475.000000 Penalty: 3595.135498
	Iteration 25Q: 3 clusters Score -8476475 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -8476566.000000 Penalty: 3595.135498
	Iteration 26Q: 3 clusters Score -8476566 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -8476614.000000 Penalty: 3595.135498
	Iteration 27Q: 3 clusters Score -8476614 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -8476677.000000 Penalty: 3595.135498
	Iteration 28Q: 3 clusters Score -8476677 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -8476737.000000 Penalty: 3595.135498
	Iteration 29Q: 3 clusters Score -8476737 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -8476810.000000 Penalty: 3595.135498
	Iteration 30Q: 3 clusters Score -8476810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -8476817.000000 Penalty: 3595.135498
	Iteration 31Q: 3 clusters Score -8476817 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8476852.000000 Penalty: 3595.135498
	Iteration 32Q: 3 clusters Score -8476852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -8476853.000000 Penalty: 3595.135498
	Iteration 33Q: 3 clusters Score -8476853 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -8476892.000000 Penalty: 3595.135498
	Iteration 34Q: 3 clusters Score -8476892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -8476888.000000 Penalty: 3595.135498
	Iteration 35Q: 3 clusters Score -8476888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -8476911.000000 Penalty: 3595.135498
	Iteration 36Q: 3 clusters Score -8476911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -8476895.000000 Penalty: 3595.135498
	Iteration 37Q: 3 clusters Score -8476895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8476906.000000 Penalty: 3595.135498
	Iteration 38Q: 3 clusters Score -8476906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -8476918.000000 Penalty: 3595.135498
	Iteration 39Q: 3 clusters Score -8476918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -8476912.000000 Penalty: 3595.135498
	Iteration 40F: 3 clusters Score -8476912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -8476910.000000 Penalty: 3595.135498
	Iteration 41Q: 3 clusters Score -8476910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -8476919.000000 Penalty: 3595.135498
	Iteration 42Q: 3 clusters Score -8476919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -8476919.000000 Penalty: 3595.135498
	Iteration 43Q: 3 clusters Score -8476919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8476914.000000 Penalty: 3595.135498
	Iteration 44Q: 3 clusters Score -8476914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -8476909.000000 Penalty: 3595.135498
	Iteration 45Q: 3 clusters Score -8476909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -8476905.000000 Penalty: 3595.135498
	Iteration 46Q: 3 clusters Score -8476905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -8476906.000000 Penalty: 3595.135498
	Iteration 47Q: 3 clusters Score -8476906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -8476903.000000 Penalty: 3595.135498
	Iteration 48Q: 3 clusters Score -8476903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -8476899.000000 Penalty: 3595.135498
	Iteration 49Q: 3 clusters Score -8476899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8476907.000000 Penalty: 3595.135498
	Iteration 50Q: 3 clusters Score -8476907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -8476903.000000 Penalty: 3595.135498
	Iteration 51Q: 3 clusters Score -8476903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -8476910.000000 Penalty: 3595.135498
	Iteration 52Q: 3 clusters Score -8476910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -8476917.000000 Penalty: 3595.135498
	Iteration 53Q: 3 clusters Score -8476917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -8476906.000000 Penalty: 3595.135498
	Iteration 54Q: 3 clusters Score -8476906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8476912.000000 Penalty: 3595.135498
	Iteration 55Q: 3 clusters Score -8476912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8476918.000000 Penalty: 3595.135498
	Iteration 56Q: 3 clusters Score -8476918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -8476916.000000 Penalty: 3595.135498
	Iteration 57Q: 3 clusters Score -8476916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -8476909.000000 Penalty: 3595.135498
	Iteration 58Q: 3 clusters Score -8476909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -8476910.000000 Penalty: 3595.135498
	Iteration 59Q: 3 clusters Score -8476910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -8476905.000000 Penalty: 3595.135498
	Iteration 60F: 3 clusters Score -8476905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -8476912.000000 Penalty: 3595.135498
	Iteration 61Q: 3 clusters Score -8476912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -8476917.000000 Penalty: 3595.135498
	Iteration 62Q: 3 clusters Score -8476917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -8476914.000000 Penalty: 3595.135498
	Iteration 63Q: 3 clusters Score -8476914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -8476918.000000 Penalty: 3595.135498
	Iteration 64Q: 3 clusters Score -8476918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8476920.000000 Penalty: 3595.135498
	Iteration 65Q: 3 clusters Score -8476920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -8476921.000000 Penalty: 3595.135498
	Iteration 66Q: 3 clusters Score -8476921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -8476920.000000 Penalty: 3595.135498
	Iteration 67Q: 3 clusters Score -8476920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -8476923.000000 Penalty: 3595.135498
	Iteration 68Q: 3 clusters Score -8476923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -8476923.000000 Penalty: 3595.135498
	Iteration 69F: 3 clusters Score -8476923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16892.095703 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16892.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17056.013672 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17056.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17139.833984 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17139.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17161.539062 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17161.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17192.357422 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17192.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17212.212891 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17212.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17260.324219 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17260.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17281.890625 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17281.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17294.027344 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17294.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17309.037109 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -17309.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17315.511719 Penalty: 1852.644165
	Iteration 10Q: 3 clusters Score -17315.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17316.273438 Penalty: 1852.644165
	Iteration 11F: 3 clusters Score -17316.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17337.587891 Penalty: 1852.644165
	Iteration 12Q: 3 clusters Score -17337.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17347.337891 Penalty: 1852.644165
	Iteration 13Q: 3 clusters Score -17347.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17359.232422 Penalty: 1852.644165
	Iteration 14Q: 3 clusters Score -17359.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17368.785156 Penalty: 1852.644165
	Iteration 15Q: 3 clusters Score -17368.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17374.847656 Penalty: 1852.644165
	Iteration 16F: 3 clusters Score -17374.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17396.291016 Penalty: 1852.644165
	Iteration 17Q: 3 clusters Score -17396.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17399.343750 Penalty: 1852.644165
	Iteration 18Q: 3 clusters Score -17399.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17421.687500 Penalty: 1852.644165
	Iteration 19Q: 3 clusters Score -17421.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17429.353516 Penalty: 1852.644165
	Iteration 20F: 3 clusters Score -17429.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17434.439453 Penalty: 1852.644165
	Iteration 21Q: 3 clusters Score -17434.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17434.439453 Penalty: 1852.644165
	Iteration 22F: 3 clusters Score -17434.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Entering Unmasked Estep 
Score: -9104725.000000 Penalty: 1810.437134
	Iteration 0F: 2 clusters Score -9104725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -9061938.000000 Penalty: 3620.874268
	Iteration 0F: 3 clusters Score -9061938 nChanged 32638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -9080274.000000 Penalty: 3620.874268
	Iteration 1F: 3 clusters Score -9080274 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -9080686.000000 Penalty: 3620.874268
	Iteration 2Q: 3 clusters Score -9080686 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -9081196.000000 Penalty: 3620.874268
	Iteration 3Q: 3 clusters Score -9081196 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -9081876.000000 Penalty: 3620.874268
	Iteration 4Q: 3 clusters Score -9081876 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -9082789.000000 Penalty: 3620.874268
	Iteration 5Q: 3 clusters Score -9082789 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -9084400.000000 Penalty: 3620.874268
	Iteration 6Q: 3 clusters Score -9084400 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -9086735.000000 Penalty: 3620.874268
	Iteration 7F: 3 clusters Score -9086735 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -9089883.000000 Penalty: 3620.874268
	Iteration 8F: 3 clusters Score -9089883 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9093639.000000 Penalty: 3620.874268
	Iteration 9F: 3 clusters Score -9093639 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -9097329.000000 Penalty: 3620.874268
	Iteration 10F: 3 clusters Score -9097329 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -9099963.000000 Penalty: 3620.874268
	Iteration 11F: 3 clusters Score -9099963 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -9101539.000000 Penalty: 3620.874268
	Iteration 12Q: 3 clusters Score -9101539 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9102310.000000 Penalty: 3620.874268
	Iteration 13Q: 3 clusters Score -9102310 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -9102639.000000 Penalty: 3620.874268
	Iteration 14Q: 3 clusters Score -9102639 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9102850.000000 Penalty: 3620.874268
	Iteration 15Q: 3 clusters Score -9102850 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -9102976.000000 Penalty: 3620.874268
	Iteration 16Q: 3 clusters Score -9102976 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -9103111.000000 Penalty: 3620.874268
	Iteration 17Q: 3 clusters Score -9103111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -9103169.000000 Penalty: 3620.874268
	Iteration 18Q: 3 clusters Score -9103169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -9103218.000000 Penalty: 3620.874268
	Iteration 19Q: 3 clusters Score -9103218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -9103260.000000 Penalty: 3620.874268
	Iteration 20F: 3 clusters Score -9103260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -9103281.000000 Penalty: 3620.874268
	Iteration 21Q: 3 clusters Score -9103281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -9103292.000000 Penalty: 3620.874268
	Iteration 22Q: 3 clusters Score -9103292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -9103311.000000 Penalty: 3620.874268
	Iteration 23Q: 3 clusters Score -9103311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9103303.000000 Penalty: 3620.874268
	Iteration 24Q: 3 clusters Score -9103303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -9103310.000000 Penalty: 3620.874268
	Iteration 25Q: 3 clusters Score -9103310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -9103319.000000 Penalty: 3620.874268
	Iteration 26Q: 3 clusters Score -9103319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -9103320.000000 Penalty: 3620.874268
	Iteration 27Q: 3 clusters Score -9103320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9103323.000000 Penalty: 3620.874268
	Iteration 28Q: 3 clusters Score -9103323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9103322.000000 Penalty: 3620.874268
	Iteration 29Q: 3 clusters Score -9103322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -9103323.000000 Penalty: 3620.874268
	Iteration 30Q: 3 clusters Score -9103323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -9103323.000000 Penalty: 3620.874268
	Iteration 31F: 3 clusters Score -9103323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243172.421875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243172.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -243807.578125 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243807.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -244091.937500 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -244091.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -244293.890625 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244293.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -244448.000000 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -244591.953125 Penalty: 2400.603027
	Iteration 5F: 3 clusters Score -244592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -244687.812500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244687.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -244749.781250 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244749.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244773.531250 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244773.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244795.953125 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244807.750000 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244813.234375 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -244819.328125 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -244820.281250 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -244820.281250 Penalty: 2400.603027
	Iteration 14F: 3 clusters Score -244820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Entering Unmasked Estep 
Score: -6322485.000000 Penalty: 1750.397949
	Iteration 0F: 2 clusters Score -6322485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -6290709.000000 Penalty: 3500.795898
	Iteration 0F: 3 clusters Score -6290709 nChanged 22225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -6303358.000000 Penalty: 3500.795898
	Iteration 1F: 3 clusters Score -6303358 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6303942.000000 Penalty: 3500.795898
	Iteration 2Q: 3 clusters Score -6303942 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -6304622.500000 Penalty: 3500.795898
	Iteration 3Q: 3 clusters Score -6304622 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -6305660.000000 Penalty: 3500.795898
	Iteration 4Q: 3 clusters Score -6305660 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -6307393.000000 Penalty: 3500.795898
	Iteration 5F: 3 clusters Score -6307393 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -6310224.500000 Penalty: 3500.795898
	Iteration 6F: 3 clusters Score -6310224 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -6313969.000000 Penalty: 3500.795898
	Iteration 7F: 3 clusters Score -6313969 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6317483.500000 Penalty: 3500.795898
	Iteration 8F: 3 clusters Score -6317484 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6319549.500000 Penalty: 3500.795898
	Iteration 9Q: 3 clusters Score -6319550 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6320402.000000 Penalty: 3500.795898
	Iteration 10Q: 3 clusters Score -6320402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6320731.000000 Penalty: 3500.795898
	Iteration 11Q: 3 clusters Score -6320731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6320831.000000 Penalty: 3500.795898
	Iteration 12Q: 3 clusters Score -6320831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6320872.500000 Penalty: 3500.795898
	Iteration 13Q: 3 clusters Score -6320872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6320906.000000 Penalty: 3500.795898
	Iteration 14Q: 3 clusters Score -6320906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6320921.000000 Penalty: 3500.795898
	Iteration 15Q: 3 clusters Score -6320921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6320929.500000 Penalty: 3500.795898
	Iteration 16Q: 3 clusters Score -6320930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6320930.500000 Penalty: 3500.795898
	Iteration 17Q: 3 clusters Score -6320930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6320934.000000 Penalty: 3500.795898
	Iteration 18Q: 3 clusters Score -6320934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6320942.500000 Penalty: 3500.795898
	Iteration 19Q: 3 clusters Score -6320942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6320945.000000 Penalty: 3500.795898
	Iteration 20F: 3 clusters Score -6320945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6320947.000000 Penalty: 3500.795898
	Iteration 21Q: 3 clusters Score -6320947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6320947.000000 Penalty: 3500.795898
	Iteration 22F: 3 clusters Score -6320947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -642621.187500 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -642621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -638632.687500 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -638632.7 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -639679.250000 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -639679.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -639898.000000 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -639898 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -640072.375000 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -640072.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -640226.375000 Penalty: 2764.690186
	Iteration 4F: 3 clusters Score -640226.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -640412.875000 Penalty: 2764.690186
	Iteration 5F: 3 clusters Score -640412.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -640649.062500 Penalty: 2764.690186
	Iteration 6F: 3 clusters Score -640649.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -640888.875000 Penalty: 2764.690186
	Iteration 7F: 3 clusters Score -640888.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -641090.250000 Penalty: 2764.690186
	Iteration 8F: 3 clusters Score -641090.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -641259.875000 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -641259.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -641376.500000 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -641376.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -641447.125000 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -641447.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -641496.687500 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -641496.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -641528.125000 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -641528.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -641555.437500 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -641555.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -641583.250000 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -641583.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -641609.500000 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -641609.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -641623.562500 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -641623.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -641637.000000 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -641637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -641649.937500 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -641649.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -641659.562500 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -641659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -641665.750000 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -641665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -641674.875000 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -641674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -641677.937500 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -641677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -641683.875000 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -641683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -641686.562500 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -641686.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -641694.250000 Penalty: 2764.690186
	Iteration 26Q: 3 clusters Score -641694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -641701.250000 Penalty: 2764.690186
	Iteration 27Q: 3 clusters Score -641701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -641705.750000 Penalty: 2764.690186
	Iteration 28Q: 3 clusters Score -641705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -641712.687500 Penalty: 2764.690186
	Iteration 29Q: 3 clusters Score -641712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -641718.125000 Penalty: 2764.690186
	Iteration 30Q: 3 clusters Score -641718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -641727.312500 Penalty: 2764.690186
	Iteration 31Q: 3 clusters Score -641727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -641736.375000 Penalty: 2764.690186
	Iteration 32Q: 3 clusters Score -641736.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -641743.000000 Penalty: 2764.690186
	Iteration 33Q: 3 clusters Score -641743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -641748.687500 Penalty: 2764.690186
	Iteration 34Q: 3 clusters Score -641748.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -641753.062500 Penalty: 2764.690186
	Iteration 35Q: 3 clusters Score -641753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -641755.125000 Penalty: 2764.690186
	Iteration 36Q: 3 clusters Score -641755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -641758.375000 Penalty: 2764.690186
	Iteration 37Q: 3 clusters Score -641758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -641760.375000 Penalty: 2764.690186
	Iteration 38Q: 3 clusters Score -641760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -641761.375000 Penalty: 2764.690186
	Iteration 39Q: 3 clusters Score -641761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -641763.375000 Penalty: 2764.690186
	Iteration 40F: 3 clusters Score -641763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -641765.562500 Penalty: 2764.690186
	Iteration 41Q: 3 clusters Score -641765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -641766.437500 Penalty: 2764.690186
	Iteration 42Q: 3 clusters Score -641766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -641767.875000 Penalty: 2764.690186
	Iteration 43Q: 3 clusters Score -641767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -641768.375000 Penalty: 2764.690186
	Iteration 44Q: 3 clusters Score -641768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -641769.312500 Penalty: 2764.690186
	Iteration 45Q: 3 clusters Score -641769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -641769.750000 Penalty: 2764.690186
	Iteration 46Q: 3 clusters Score -641769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -641770.937500 Penalty: 2764.690186
	Iteration 47Q: 3 clusters Score -641770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -641771.437500 Penalty: 2764.690186
	Iteration 48Q: 3 clusters Score -641771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -641772.250000 Penalty: 2764.690186
	Iteration 49Q: 3 clusters Score -641772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -641772.937500 Penalty: 2764.690186
	Iteration 50Q: 3 clusters Score -641772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -641773.562500 Penalty: 2764.690186
	Iteration 51Q: 3 clusters Score -641773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -641773.062500 Penalty: 2764.690186
	Iteration 52Q: 3 clusters Score -641773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -641774.750000 Penalty: 2764.690186
	Iteration 53Q: 3 clusters Score -641774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -641774.750000 Penalty: 2764.690186
	Iteration 54F: 3 clusters Score -641774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -103372.523438 Penalty: 1093.596436
	Iteration 0F: 2 clusters Score -103372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102123.843750 Penalty: 2187.192871
	Iteration 0F: 3 clusters Score -102123.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102487.414062 Penalty: 2187.192871
	Iteration 1F: 3 clusters Score -102487.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102682.460938 Penalty: 2187.192871
	Iteration 2F: 3 clusters Score -102682.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102800.945312 Penalty: 2187.192871
	Iteration 3F: 3 clusters Score -102800.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102864.890625 Penalty: 2187.192871
	Iteration 4Q: 3 clusters Score -102864.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102908.296875 Penalty: 2187.192871
	Iteration 5Q: 3 clusters Score -102908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102922.992188 Penalty: 2187.192871
	Iteration 6Q: 3 clusters Score -102923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102939.617188 Penalty: 2187.192871
	Iteration 7Q: 3 clusters Score -102939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102949.031250 Penalty: 2187.192871
	Iteration 8Q: 3 clusters Score -102949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102953.500000 Penalty: 2187.192871
	Iteration 9Q: 3 clusters Score -102953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102954.031250 Penalty: 2187.192871
	Iteration 10Q: 3 clusters Score -102954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102954.031250 Penalty: 2187.192871
	Iteration 11F: 3 clusters Score -102954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Entering Unmasked Estep 
Score: -2174363.500000 Penalty: 1588.183228
	Iteration 0F: 2 clusters Score -2174364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2162329.750000 Penalty: 3176.366455
	Iteration 0F: 3 clusters Score -2162330 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2166840.250000 Penalty: 3176.366455
	Iteration 1F: 3 clusters Score -2166840 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2167403.250000 Penalty: 3176.366455
	Iteration 2F: 3 clusters Score -2167403 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2168068.250000 Penalty: 3176.366455
	Iteration 3F: 3 clusters Score -2168068 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2168773.250000 Penalty: 3176.366455
	Iteration 4F: 3 clusters Score -2168773 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2169450.750000 Penalty: 3176.366455
	Iteration 5F: 3 clusters Score -2169451 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2170023.250000 Penalty: 3176.366455
	Iteration 6F: 3 clusters Score -2170023 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2170530.500000 Penalty: 3176.366455
	Iteration 7F: 3 clusters Score -2170530 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2170954.500000 Penalty: 3176.366455
	Iteration 8Q: 3 clusters Score -2170954 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2171352.750000 Penalty: 3176.366455
	Iteration 9Q: 3 clusters Score -2171353 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2171714.000000 Penalty: 3176.366455
	Iteration 10Q: 3 clusters Score -2171714 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2172026.750000 Penalty: 3176.366455
	Iteration 11Q: 3 clusters Score -2172027 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2172321.500000 Penalty: 3176.366455
	Iteration 12Q: 3 clusters Score -2172322 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2172548.500000 Penalty: 3176.366455
	Iteration 13Q: 3 clusters Score -2172548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2172722.750000 Penalty: 3176.366455
	Iteration 14Q: 3 clusters Score -2172723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2172855.750000 Penalty: 3176.366455
	Iteration 15Q: 3 clusters Score -2172856 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2172962.250000 Penalty: 3176.366455
	Iteration 16Q: 3 clusters Score -2172962 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2173036.500000 Penalty: 3176.366455
	Iteration 17Q: 3 clusters Score -2173036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2173112.500000 Penalty: 3176.366455
	Iteration 18Q: 3 clusters Score -2173112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2173162.250000 Penalty: 3176.366455
	Iteration 19Q: 3 clusters Score -2173162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2173233.000000 Penalty: 3176.366455
	Iteration 20F: 3 clusters Score -2173233 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2173292.750000 Penalty: 3176.366455
	Iteration 21Q: 3 clusters Score -2173293 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2173357.750000 Penalty: 3176.366455
	Iteration 22Q: 3 clusters Score -2173358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2173404.750000 Penalty: 3176.366455
	Iteration 23Q: 3 clusters Score -2173405 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2173459.750000 Penalty: 3176.366455
	Iteration 24Q: 3 clusters Score -2173460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2173519.250000 Penalty: 3176.366455
	Iteration 25Q: 3 clusters Score -2173519 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2173569.000000 Penalty: 3176.366455
	Iteration 26Q: 3 clusters Score -2173569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2173624.250000 Penalty: 3176.366455
	Iteration 27Q: 3 clusters Score -2173624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2173668.750000 Penalty: 3176.366455
	Iteration 28Q: 3 clusters Score -2173669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2173719.500000 Penalty: 3176.366455
	Iteration 29Q: 3 clusters Score -2173720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2173762.000000 Penalty: 3176.366455
	Iteration 30Q: 3 clusters Score -2173762 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2173799.250000 Penalty: 3176.366455
	Iteration 31Q: 3 clusters Score -2173799 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2173840.250000 Penalty: 3176.366455
	Iteration 32Q: 3 clusters Score -2173840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2173872.000000 Penalty: 3176.366455
	Iteration 33Q: 3 clusters Score -2173872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2173890.000000 Penalty: 3176.366455
	Iteration 34Q: 3 clusters Score -2173890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2173923.750000 Penalty: 3176.366455
	Iteration 35Q: 3 clusters Score -2173924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2173948.250000 Penalty: 3176.366455
	Iteration 36Q: 3 clusters Score -2173948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2173970.000000 Penalty: 3176.366455
	Iteration 37Q: 3 clusters Score -2173970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2173979.500000 Penalty: 3176.366455
	Iteration 38Q: 3 clusters Score -2173980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2173995.250000 Penalty: 3176.366455
	Iteration 39Q: 3 clusters Score -2173995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2174004.250000 Penalty: 3176.366455
	Iteration 40F: 3 clusters Score -2174004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2174027.500000 Penalty: 3176.366455
	Iteration 41Q: 3 clusters Score -2174028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2174044.750000 Penalty: 3176.366455
	Iteration 42Q: 3 clusters Score -2174045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2174051.250000 Penalty: 3176.366455
	Iteration 43Q: 3 clusters Score -2174051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2174066.250000 Penalty: 3176.366455
	Iteration 44Q: 3 clusters Score -2174066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2174077.250000 Penalty: 3176.366455
	Iteration 45Q: 3 clusters Score -2174077 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2174087.500000 Penalty: 3176.366455
	Iteration 46Q: 3 clusters Score -2174088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2174114.250000 Penalty: 3176.366455
	Iteration 47Q: 3 clusters Score -2174114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2174120.750000 Penalty: 3176.366455
	Iteration 48Q: 3 clusters Score -2174121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2174146.000000 Penalty: 3176.366455
	Iteration 49Q: 3 clusters Score -2174146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2174166.750000 Penalty: 3176.366455
	Iteration 50Q: 3 clusters Score -2174167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2174177.750000 Penalty: 3176.366455
	Iteration 51Q: 3 clusters Score -2174178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2174184.000000 Penalty: 3176.366455
	Iteration 52Q: 3 clusters Score -2174184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2174201.500000 Penalty: 3176.366455
	Iteration 53Q: 3 clusters Score -2174202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2174215.500000 Penalty: 3176.366455
	Iteration 54Q: 3 clusters Score -2174216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2174226.000000 Penalty: 3176.366455
	Iteration 55Q: 3 clusters Score -2174226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2174235.750000 Penalty: 3176.366455
	Iteration 56Q: 3 clusters Score -2174236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2174247.750000 Penalty: 3176.366455
	Iteration 57Q: 3 clusters Score -2174248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2174252.250000 Penalty: 3176.366455
	Iteration 58Q: 3 clusters Score -2174252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2174261.750000 Penalty: 3176.366455
	Iteration 59Q: 3 clusters Score -2174262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2174271.250000 Penalty: 3176.366455
	Iteration 60F: 3 clusters Score -2174271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2174277.250000 Penalty: 3176.366455
	Iteration 61Q: 3 clusters Score -2174277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2174275.000000 Penalty: 3176.366455
	Iteration 62Q: 3 clusters Score -2174275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2174279.000000 Penalty: 3176.366455
	Iteration 63Q: 3 clusters Score -2174279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2174281.000000 Penalty: 3176.366455
	Iteration 64Q: 3 clusters Score -2174281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2174280.750000 Penalty: 3176.366455
	Iteration 65Q: 3 clusters Score -2174281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2174289.500000 Penalty: 3176.366455
	Iteration 66Q: 3 clusters Score -2174290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2174290.250000 Penalty: 3176.366455
	Iteration 67Q: 3 clusters Score -2174290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2174294.500000 Penalty: 3176.366455
	Iteration 68Q: 3 clusters Score -2174294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2174306.750000 Penalty: 3176.366455
	Iteration 69Q: 3 clusters Score -2174307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2174306.500000 Penalty: 3176.366455
	Iteration 70Q: 3 clusters Score -2174306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2174308.750000 Penalty: 3176.366455
	Iteration 71Q: 3 clusters Score -2174309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2174307.000000 Penalty: 3176.366455
	Iteration 72Q: 3 clusters Score -2174307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2174310.250000 Penalty: 3176.366455
	Iteration 73Q: 3 clusters Score -2174310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2174312.750000 Penalty: 3176.366455
	Iteration 74Q: 3 clusters Score -2174313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2174311.500000 Penalty: 3176.366455
	Iteration 75Q: 3 clusters Score -2174312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2174312.250000 Penalty: 3176.366455
	Iteration 76Q: 3 clusters Score -2174312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2174316.250000 Penalty: 3176.366455
	Iteration 77Q: 3 clusters Score -2174316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2174324.750000 Penalty: 3176.366455
	Iteration 78Q: 3 clusters Score -2174325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2174326.500000 Penalty: 3176.366455
	Iteration 79Q: 3 clusters Score -2174326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2174327.250000 Penalty: 3176.366455
	Iteration 80F: 3 clusters Score -2174327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2174329.250000 Penalty: 3176.366455
	Iteration 81Q: 3 clusters Score -2174329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2174330.250000 Penalty: 3176.366455
	Iteration 82Q: 3 clusters Score -2174330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2174331.250000 Penalty: 3176.366455
	Iteration 83Q: 3 clusters Score -2174331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2174330.500000 Penalty: 3176.366455
	Iteration 84Q: 3 clusters Score -2174330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2174329.750000 Penalty: 3176.366455
	Iteration 85Q: 3 clusters Score -2174330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2174329.750000 Penalty: 3176.366455
	Iteration 86Q: 3 clusters Score -2174330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2174331.750000 Penalty: 3176.366455
	Iteration 87Q: 3 clusters Score -2174332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2174332.750000 Penalty: 3176.366455
	Iteration 88Q: 3 clusters Score -2174333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2174335.000000 Penalty: 3176.366455
	Iteration 89Q: 3 clusters Score -2174335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2174332.500000 Penalty: 3176.366455
	Iteration 90Q: 3 clusters Score -2174332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2174332.750000 Penalty: 3176.366455
	Iteration 91Q: 3 clusters Score -2174333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2174332.750000 Penalty: 3176.366455
	Iteration 92F: 3 clusters Score -2174333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Entering Unmasked Estep 
Score: -3586550.000000 Penalty: 1660.265747
	Iteration 0F: 2 clusters Score -3586550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3568165.250000 Penalty: 3320.531494
	Iteration 0F: 3 clusters Score -3568165 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3575167.250000 Penalty: 3320.531494
	Iteration 1F: 3 clusters Score -3575167 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3575691.250000 Penalty: 3320.531494
	Iteration 2Q: 3 clusters Score -3575691 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3576253.250000 Penalty: 3320.531494
	Iteration 3Q: 3 clusters Score -3576253 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3576882.000000 Penalty: 3320.531494
	Iteration 4F: 3 clusters Score -3576882 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3577567.250000 Penalty: 3320.531494
	Iteration 5F: 3 clusters Score -3577567 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3578332.500000 Penalty: 3320.531494
	Iteration 6Q: 3 clusters Score -3578332 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3579263.500000 Penalty: 3320.531494
	Iteration 7F: 3 clusters Score -3579264 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3580361.000000 Penalty: 3320.531494
	Iteration 8Q: 3 clusters Score -3580361 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3581516.000000 Penalty: 3320.531494
	Iteration 9Q: 3 clusters Score -3581516 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3582308.250000 Penalty: 3320.531494
	Iteration 10Q: 3 clusters Score -3582308 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3582776.500000 Penalty: 3320.531494
	Iteration 11Q: 3 clusters Score -3582776 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3582998.000000 Penalty: 3320.531494
	Iteration 12Q: 3 clusters Score -3582998 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3583155.500000 Penalty: 3320.531494
	Iteration 13Q: 3 clusters Score -3583156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3583253.750000 Penalty: 3320.531494
	Iteration 14Q: 3 clusters Score -3583254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3583331.750000 Penalty: 3320.531494
	Iteration 15Q: 3 clusters Score -3583332 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3583390.000000 Penalty: 3320.531494
	Iteration 16Q: 3 clusters Score -3583390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3583437.000000 Penalty: 3320.531494
	Iteration 17Q: 3 clusters Score -3583437 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3583468.750000 Penalty: 3320.531494
	Iteration 18Q: 3 clusters Score -3583469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3583498.750000 Penalty: 3320.531494
	Iteration 19Q: 3 clusters Score -3583499 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3583509.250000 Penalty: 3320.531494
	Iteration 20F: 3 clusters Score -3583509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3583540.000000 Penalty: 3320.531494
	Iteration 21Q: 3 clusters Score -3583540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3583559.500000 Penalty: 3320.531494
	Iteration 22Q: 3 clusters Score -3583560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3583574.750000 Penalty: 3320.531494
	Iteration 23Q: 3 clusters Score -3583575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3583604.500000 Penalty: 3320.531494
	Iteration 24Q: 3 clusters Score -3583604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3583620.250000 Penalty: 3320.531494
	Iteration 25Q: 3 clusters Score -3583620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3583642.000000 Penalty: 3320.531494
	Iteration 26Q: 3 clusters Score -3583642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3583650.250000 Penalty: 3320.531494
	Iteration 27Q: 3 clusters Score -3583650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3583675.500000 Penalty: 3320.531494
	Iteration 28Q: 3 clusters Score -3583676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3583690.750000 Penalty: 3320.531494
	Iteration 29Q: 3 clusters Score -3583691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3583717.250000 Penalty: 3320.531494
	Iteration 30Q: 3 clusters Score -3583717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3583730.000000 Penalty: 3320.531494
	Iteration 31Q: 3 clusters Score -3583730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3583746.000000 Penalty: 3320.531494
	Iteration 32Q: 3 clusters Score -3583746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3583763.250000 Penalty: 3320.531494
	Iteration 33Q: 3 clusters Score -3583763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3583786.000000 Penalty: 3320.531494
	Iteration 34Q: 3 clusters Score -3583786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3583802.500000 Penalty: 3320.531494
	Iteration 35Q: 3 clusters Score -3583802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3583822.000000 Penalty: 3320.531494
	Iteration 36Q: 3 clusters Score -3583822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3583861.500000 Penalty: 3320.531494
	Iteration 37Q: 3 clusters Score -3583862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3583891.250000 Penalty: 3320.531494
	Iteration 38Q: 3 clusters Score -3583891 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3583929.500000 Penalty: 3320.531494
	Iteration 39Q: 3 clusters Score -3583930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3583936.250000 Penalty: 3320.531494
	Iteration 40F: 3 clusters Score -3583936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3583983.500000 Penalty: 3320.531494
	Iteration 41Q: 3 clusters Score -3583984 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3584012.750000 Penalty: 3320.531494
	Iteration 42Q: 3 clusters Score -3584013 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3584077.500000 Penalty: 3320.531494
	Iteration 43Q: 3 clusters Score -3584078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3584120.750000 Penalty: 3320.531494
	Iteration 44Q: 3 clusters Score -3584121 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3584188.000000 Penalty: 3320.531494
	Iteration 45Q: 3 clusters Score -3584188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3584250.250000 Penalty: 3320.531494
	Iteration 46Q: 3 clusters Score -3584250 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3584329.500000 Penalty: 3320.531494
	Iteration 47Q: 3 clusters Score -3584330 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3584396.250000 Penalty: 3320.531494
	Iteration 48Q: 3 clusters Score -3584396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3584461.500000 Penalty: 3320.531494
	Iteration 49Q: 3 clusters Score -3584462 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3584513.000000 Penalty: 3320.531494
	Iteration 50Q: 3 clusters Score -3584513 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3584577.000000 Penalty: 3320.531494
	Iteration 51Q: 3 clusters Score -3584577 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3584640.500000 Penalty: 3320.531494
	Iteration 52Q: 3 clusters Score -3584640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3584713.750000 Penalty: 3320.531494
	Iteration 53Q: 3 clusters Score -3584714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3584804.500000 Penalty: 3320.531494
	Iteration 54Q: 3 clusters Score -3584804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3584867.000000 Penalty: 3320.531494
	Iteration 55Q: 3 clusters Score -3584867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3584912.250000 Penalty: 3320.531494
	Iteration 56Q: 3 clusters Score -3584912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3584948.000000 Penalty: 3320.531494
	Iteration 57Q: 3 clusters Score -3584948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3584995.000000 Penalty: 3320.531494
	Iteration 58Q: 3 clusters Score -3584995 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3585047.500000 Penalty: 3320.531494
	Iteration 59Q: 3 clusters Score -3585048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3585103.250000 Penalty: 3320.531494
	Iteration 60F: 3 clusters Score -3585103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3585140.500000 Penalty: 3320.531494
	Iteration 61Q: 3 clusters Score -3585140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3585160.750000 Penalty: 3320.531494
	Iteration 62Q: 3 clusters Score -3585161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3585175.000000 Penalty: 3320.531494
	Iteration 63Q: 3 clusters Score -3585175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3585193.000000 Penalty: 3320.531494
	Iteration 64Q: 3 clusters Score -3585193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3585205.000000 Penalty: 3320.531494
	Iteration 65Q: 3 clusters Score -3585205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3585213.500000 Penalty: 3320.531494
	Iteration 66Q: 3 clusters Score -3585214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3585224.750000 Penalty: 3320.531494
	Iteration 67Q: 3 clusters Score -3585225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3585240.750000 Penalty: 3320.531494
	Iteration 68Q: 3 clusters Score -3585241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3585255.750000 Penalty: 3320.531494
	Iteration 69Q: 3 clusters Score -3585256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3585273.000000 Penalty: 3320.531494
	Iteration 70Q: 3 clusters Score -3585273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3585276.750000 Penalty: 3320.531494
	Iteration 71Q: 3 clusters Score -3585277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3585274.750000 Penalty: 3320.531494
	Iteration 72Q: 3 clusters Score -3585275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3585277.000000 Penalty: 3320.531494
	Iteration 73Q: 3 clusters Score -3585277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3585278.500000 Penalty: 3320.531494
	Iteration 74Q: 3 clusters Score -3585278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3585281.000000 Penalty: 3320.531494
	Iteration 75Q: 3 clusters Score -3585281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3585283.000000 Penalty: 3320.531494
	Iteration 76Q: 3 clusters Score -3585283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3585286.750000 Penalty: 3320.531494
	Iteration 77Q: 3 clusters Score -3585287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3585291.250000 Penalty: 3320.531494
	Iteration 78Q: 3 clusters Score -3585291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3585294.000000 Penalty: 3320.531494
	Iteration 79Q: 3 clusters Score -3585294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3585294.500000 Penalty: 3320.531494
	Iteration 80F: 3 clusters Score -3585294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3585295.250000 Penalty: 3320.531494
	Iteration 81Q: 3 clusters Score -3585295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3585297.500000 Penalty: 3320.531494
	Iteration 82Q: 3 clusters Score -3585298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3585296.250000 Penalty: 3320.531494
	Iteration 83Q: 3 clusters Score -3585296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3585296.250000 Penalty: 3320.531494
	Iteration 84Q: 3 clusters Score -3585296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3585298.500000 Penalty: 3320.531494
	Iteration 85Q: 3 clusters Score -3585298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3585301.000000 Penalty: 3320.531494
	Iteration 86Q: 3 clusters Score -3585301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3585301.000000 Penalty: 3320.531494
	Iteration 87F: 3 clusters Score -3585301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Entering Unmasked Estep 
Score: -7462452.000000 Penalty: 1777.321899
	Iteration 0F: 2 clusters Score -7462452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -7427138.500000 Penalty: 3554.643799
	Iteration 0F: 3 clusters Score -7427138 nChanged 26330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7442420.500000 Penalty: 3554.643799
	Iteration 1F: 3 clusters Score -7442420 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -7443273.000000 Penalty: 3554.643799
	Iteration 2Q: 3 clusters Score -7443273 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -7444448.000000 Penalty: 3554.643799
	Iteration 3Q: 3 clusters Score -7444448 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -7446001.000000 Penalty: 3554.643799
	Iteration 4F: 3 clusters Score -7446001 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7448398.500000 Penalty: 3554.643799
	Iteration 5F: 3 clusters Score -7448398 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7451549.000000 Penalty: 3554.643799
	Iteration 6F: 3 clusters Score -7451549 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7454403.000000 Penalty: 3554.643799
	Iteration 7F: 3 clusters Score -7454403 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -7456189.000000 Penalty: 3554.643799
	Iteration 8F: 3 clusters Score -7456189 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -7456990.500000 Penalty: 3554.643799
	Iteration 9Q: 3 clusters Score -7456990 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -7457373.000000 Penalty: 3554.643799
	Iteration 10Q: 3 clusters Score -7457373 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -7457586.500000 Penalty: 3554.643799
	Iteration 11Q: 3 clusters Score -7457586 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -7457842.500000 Penalty: 3554.643799
	Iteration 12Q: 3 clusters Score -7457842 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7458019.500000 Penalty: 3554.643799
	Iteration 13Q: 3 clusters Score -7458020 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7458142.500000 Penalty: 3554.643799
	Iteration 14Q: 3 clusters Score -7458142 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -7458274.500000 Penalty: 3554.643799
	Iteration 15Q: 3 clusters Score -7458274 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -7458415.500000 Penalty: 3554.643799
	Iteration 16Q: 3 clusters Score -7458416 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7458538.000000 Penalty: 3554.643799
	Iteration 17Q: 3 clusters Score -7458538 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7458680.500000 Penalty: 3554.643799
	Iteration 18Q: 3 clusters Score -7458680 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -7458717.500000 Penalty: 3554.643799
	Iteration 19Q: 3 clusters Score -7458718 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -7458778.500000 Penalty: 3554.643799
	Iteration 20F: 3 clusters Score -7458778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7458834.500000 Penalty: 3554.643799
	Iteration 21Q: 3 clusters Score -7458834 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7458825.000000 Penalty: 3554.643799
	Iteration 22Q: 3 clusters Score -7458825 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -7458839.000000 Penalty: 3554.643799
	Iteration 23Q: 3 clusters Score -7458839 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -7458808.000000 Penalty: 3554.643799
	Iteration 24Q: 3 clusters Score -7458808 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7458810.000000 Penalty: 3554.643799
	Iteration 25Q: 3 clusters Score -7458810 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -7458822.000000 Penalty: 3554.643799
	Iteration 26Q: 3 clusters Score -7458822 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -7458793.000000 Penalty: 3554.643799
	Iteration 27Q: 3 clusters Score -7458793 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -7458759.000000 Penalty: 3554.643799
	Iteration 28Q: 3 clusters Score -7458759 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -7458772.500000 Penalty: 3554.643799
	Iteration 29Q: 3 clusters Score -7458772 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -7458782.000000 Penalty: 3554.643799
	Iteration 30Q: 3 clusters Score -7458782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7458794.000000 Penalty: 3554.643799
	Iteration 31Q: 3 clusters Score -7458794 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -7458813.000000 Penalty: 3554.643799
	Iteration 32Q: 3 clusters Score -7458813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -7458829.000000 Penalty: 3554.643799
	Iteration 33Q: 3 clusters Score -7458829 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -7458796.500000 Penalty: 3554.643799
	Iteration 34Q: 3 clusters Score -7458796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -7458778.500000 Penalty: 3554.643799
	Iteration 35Q: 3 clusters Score -7458778 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -7458788.000000 Penalty: 3554.643799
	Iteration 36Q: 3 clusters Score -7458788 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -7458811.000000 Penalty: 3554.643799
	Iteration 37Q: 3 clusters Score -7458811 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7458782.000000 Penalty: 3554.643799
	Iteration 38Q: 3 clusters Score -7458782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -7458762.000000 Penalty: 3554.643799
	Iteration 39Q: 3 clusters Score -7458762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -7458763.500000 Penalty: 3554.643799
	Iteration 40F: 3 clusters Score -7458764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -7458767.000000 Penalty: 3554.643799
	Iteration 41Q: 3 clusters Score -7458767 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7458780.000000 Penalty: 3554.643799
	Iteration 42Q: 3 clusters Score -7458780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -7458788.500000 Penalty: 3554.643799
	Iteration 43Q: 3 clusters Score -7458788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -7458810.500000 Penalty: 3554.643799
	Iteration 44Q: 3 clusters Score -7458810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -7458819.000000 Penalty: 3554.643799
	Iteration 45Q: 3 clusters Score -7458819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -7458817.000000 Penalty: 3554.643799
	Iteration 46Q: 3 clusters Score -7458817 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -7458813.500000 Penalty: 3554.643799
	Iteration 47Q: 3 clusters Score -7458814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7458798.500000 Penalty: 3554.643799
	Iteration 48Q: 3 clusters Score -7458798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -7458794.000000 Penalty: 3554.643799
	Iteration 49Q: 3 clusters Score -7458794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -7458826.000000 Penalty: 3554.643799
	Iteration 50Q: 3 clusters Score -7458826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7458820.500000 Penalty: 3554.643799
	Iteration 51Q: 3 clusters Score -7458820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7458819.000000 Penalty: 3554.643799
	Iteration 52Q: 3 clusters Score -7458819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -7458831.500000 Penalty: 3554.643799
	Iteration 53Q: 3 clusters Score -7458832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -7458824.500000 Penalty: 3554.643799
	Iteration 54Q: 3 clusters Score -7458824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7458842.500000 Penalty: 3554.643799
	Iteration 55Q: 3 clusters Score -7458842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7458839.000000 Penalty: 3554.643799
	Iteration 56Q: 3 clusters Score -7458839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -7458841.000000 Penalty: 3554.643799
	Iteration 57Q: 3 clusters Score -7458841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7458853.000000 Penalty: 3554.643799
	Iteration 58Q: 3 clusters Score -7458853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -7458857.000000 Penalty: 3554.643799
	Iteration 59Q: 3 clusters Score -7458857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -7458849.500000 Penalty: 3554.643799
	Iteration 60F: 3 clusters Score -7458850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -7458865.000000 Penalty: 3554.643799
	Iteration 61Q: 3 clusters Score -7458865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -7458853.500000 Penalty: 3554.643799
	Iteration 62Q: 3 clusters Score -7458854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -7458862.000000 Penalty: 3554.643799
	Iteration 63Q: 3 clusters Score -7458862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7458853.500000 Penalty: 3554.643799
	Iteration 64Q: 3 clusters Score -7458854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -7458860.000000 Penalty: 3554.643799
	Iteration 65Q: 3 clusters Score -7458860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7458859.000000 Penalty: 3554.643799
	Iteration 66Q: 3 clusters Score -7458859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -7458856.500000 Penalty: 3554.643799
	Iteration 67Q: 3 clusters Score -7458856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7458850.500000 Penalty: 3554.643799
	Iteration 68Q: 3 clusters Score -7458850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -7458849.000000 Penalty: 3554.643799
	Iteration 69Q: 3 clusters Score -7458849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -7458833.500000 Penalty: 3554.643799
	Iteration 70Q: 3 clusters Score -7458834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -7458835.000000 Penalty: 3554.643799
	Iteration 71Q: 3 clusters Score -7458835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -7458848.500000 Penalty: 3554.643799
	Iteration 72Q: 3 clusters Score -7458848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -7458852.500000 Penalty: 3554.643799
	Iteration 73Q: 3 clusters Score -7458852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -7458857.500000 Penalty: 3554.643799
	Iteration 74Q: 3 clusters Score -7458858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -7458860.500000 Penalty: 3554.643799
	Iteration 75Q: 3 clusters Score -7458860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -7458865.500000 Penalty: 3554.643799
	Iteration 76Q: 3 clusters Score -7458866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -7458857.000000 Penalty: 3554.643799
	Iteration 77Q: 3 clusters Score -7458857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7458850.500000 Penalty: 3554.643799
	Iteration 78Q: 3 clusters Score -7458850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -7458854.500000 Penalty: 3554.643799
	Iteration 79Q: 3 clusters Score -7458854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7458859.500000 Penalty: 3554.643799
	Iteration 80F: 3 clusters Score -7458860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -7458868.000000 Penalty: 3554.643799
	Iteration 81Q: 3 clusters Score -7458868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -7458880.000000 Penalty: 3554.643799
	Iteration 82Q: 3 clusters Score -7458880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -7458889.000000 Penalty: 3554.643799
	Iteration 83Q: 3 clusters Score -7458889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -7458885.000000 Penalty: 3554.643799
	Iteration 84Q: 3 clusters Score -7458885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -7458885.500000 Penalty: 3554.643799
	Iteration 85Q: 3 clusters Score -7458886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -7458900.000000 Penalty: 3554.643799
	Iteration 86Q: 3 clusters Score -7458900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7458904.000000 Penalty: 3554.643799
	Iteration 87Q: 3 clusters Score -7458904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -7458914.500000 Penalty: 3554.643799
	Iteration 88Q: 3 clusters Score -7458914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -7458905.000000 Penalty: 3554.643799
	Iteration 89Q: 3 clusters Score -7458905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7458903.000000 Penalty: 3554.643799
	Iteration 90Q: 3 clusters Score -7458903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -7458912.500000 Penalty: 3554.643799
	Iteration 91Q: 3 clusters Score -7458912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -7458917.500000 Penalty: 3554.643799
	Iteration 92Q: 3 clusters Score -7458918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -7458919.500000 Penalty: 3554.643799
	Iteration 93Q: 3 clusters Score -7458920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -7458905.000000 Penalty: 3554.643799
	Iteration 94Q: 3 clusters Score -7458905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -7458917.500000 Penalty: 3554.643799
	Iteration 95Q: 3 clusters Score -7458918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7458910.000000 Penalty: 3554.643799
	Iteration 96Q: 3 clusters Score -7458910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -7458906.500000 Penalty: 3554.643799
	Iteration 97Q: 3 clusters Score -7458906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7458906.500000 Penalty: 3554.643799
	Iteration 98Q: 3 clusters Score -7458906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7458908.000000 Penalty: 3554.643799
	Iteration 99Q: 3 clusters Score -7458908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -7458906.500000 Penalty: 3554.643799
	Iteration 100F: 3 clusters Score -7458906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -7458893.500000 Penalty: 3554.643799
	Iteration 101Q: 3 clusters Score -7458894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -7458899.000000 Penalty: 3554.643799
	Iteration 102Q: 3 clusters Score -7458899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -7458905.000000 Penalty: 3554.643799
	Iteration 103Q: 3 clusters Score -7458905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -7458916.000000 Penalty: 3554.643799
	Iteration 104Q: 3 clusters Score -7458916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7458908.500000 Penalty: 3554.643799
	Iteration 105Q: 3 clusters Score -7458908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -7458917.000000 Penalty: 3554.643799
	Iteration 106Q: 3 clusters Score -7458917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7458914.000000 Penalty: 3554.643799
	Iteration 107Q: 3 clusters Score -7458914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -7458916.000000 Penalty: 3554.643799
	Iteration 108Q: 3 clusters Score -7458916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7458925.000000 Penalty: 3554.643799
	Iteration 109Q: 3 clusters Score -7458925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -7458928.500000 Penalty: 3554.643799
	Iteration 110Q: 3 clusters Score -7458928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -7458925.000000 Penalty: 3554.643799
	Iteration 111Q: 3 clusters Score -7458925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -7458921.000000 Penalty: 3554.643799
	Iteration 112Q: 3 clusters Score -7458921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -7458926.000000 Penalty: 3554.643799
	Iteration 113Q: 3 clusters Score -7458926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -7458929.000000 Penalty: 3554.643799
	Iteration 114Q: 3 clusters Score -7458929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -7458939.500000 Penalty: 3554.643799
	Iteration 115Q: 3 clusters Score -7458940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7458944.500000 Penalty: 3554.643799
	Iteration 116Q: 3 clusters Score -7458944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7458940.000000 Penalty: 3554.643799
	Iteration 117Q: 3 clusters Score -7458940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7458940.000000 Penalty: 3554.643799
	Iteration 118Q: 3 clusters Score -7458940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7458937.500000 Penalty: 3554.643799
	Iteration 119Q: 3 clusters Score -7458938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7458935.000000 Penalty: 3554.643799
	Iteration 120F: 3 clusters Score -7458935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7458942.500000 Penalty: 3554.643799
	Iteration 121Q: 3 clusters Score -7458942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -7458943.500000 Penalty: 3554.643799
	Iteration 122Q: 3 clusters Score -7458944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -7458946.000000 Penalty: 3554.643799
	Iteration 123Q: 3 clusters Score -7458946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -7458940.000000 Penalty: 3554.643799
	Iteration 124Q: 3 clusters Score -7458940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7458944.000000 Penalty: 3554.643799
	Iteration 125Q: 3 clusters Score -7458944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -7458942.500000 Penalty: 3554.643799
	Iteration 126Q: 3 clusters Score -7458942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7458940.500000 Penalty: 3554.643799
	Iteration 127Q: 3 clusters Score -7458940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -7458935.000000 Penalty: 3554.643799
	Iteration 128Q: 3 clusters Score -7458935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -7458936.500000 Penalty: 3554.643799
	Iteration 129Q: 3 clusters Score -7458936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7458943.000000 Penalty: 3554.643799
	Iteration 130Q: 3 clusters Score -7458943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -7458942.500000 Penalty: 3554.643799
	Iteration 131Q: 3 clusters Score -7458942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -7458946.500000 Penalty: 3554.643799
	Iteration 132Q: 3 clusters Score -7458946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7458946.000000 Penalty: 3554.643799
	Iteration 133Q: 3 clusters Score -7458946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -7458945.500000 Penalty: 3554.643799
	Iteration 134Q: 3 clusters Score -7458946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -7458943.000000 Penalty: 3554.643799
	Iteration 135Q: 3 clusters Score -7458943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7458937.000000 Penalty: 3554.643799
	Iteration 136Q: 3 clusters Score -7458937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -7458940.500000 Penalty: 3554.643799
	Iteration 137Q: 3 clusters Score -7458940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -7458937.000000 Penalty: 3554.643799
	Iteration 138Q: 3 clusters Score -7458937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -7458938.500000 Penalty: 3554.643799
	Iteration 139Q: 3 clusters Score -7458938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -7458935.500000 Penalty: 3554.643799
	Iteration 140F: 3 clusters Score -7458936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7458937.000000 Penalty: 3554.643799
	Iteration 141Q: 3 clusters Score -7458937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7458941.000000 Penalty: 3554.643799
	Iteration 142Q: 3 clusters Score -7458941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -7458944.000000 Penalty: 3554.643799
	Iteration 143Q: 3 clusters Score -7458944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -7458949.000000 Penalty: 3554.643799
	Iteration 144Q: 3 clusters Score -7458949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -7458945.500000 Penalty: 3554.643799
	Iteration 145Q: 3 clusters Score -7458946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7458944.000000 Penalty: 3554.643799
	Iteration 146Q: 3 clusters Score -7458944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7458944.000000 Penalty: 3554.643799
	Iteration 147F: 3 clusters Score -7458944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Entering Unmasked Estep 
Score: -1555659.500000 Penalty: 1527.991455
	Iteration 0F: 2 clusters Score -1555660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1547151.000000 Penalty: 3055.982910
	Iteration 0F: 3 clusters Score -1547151 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1550234.250000 Penalty: 3055.982910
	Iteration 1F: 3 clusters Score -1550234 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1550700.000000 Penalty: 3055.982910
	Iteration 2F: 3 clusters Score -1550700 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1551145.500000 Penalty: 3055.982910
	Iteration 3F: 3 clusters Score -1551146 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1551587.125000 Penalty: 3055.982910
	Iteration 4F: 3 clusters Score -1551587 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1552067.250000 Penalty: 3055.982910
	Iteration 5F: 3 clusters Score -1552067 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1552628.875000 Penalty: 3055.982910
	Iteration 6F: 3 clusters Score -1552629 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1553248.000000 Penalty: 3055.982910
	Iteration 7F: 3 clusters Score -1553248 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1553906.250000 Penalty: 3055.982910
	Iteration 8F: 3 clusters Score -1553906 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1554517.250000 Penalty: 3055.982910
	Iteration 9F: 3 clusters Score -1554517 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1555020.875000 Penalty: 3055.982910
	Iteration 10Q: 3 clusters Score -1555021 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1555305.125000 Penalty: 3055.982910
	Iteration 11Q: 3 clusters Score -1555305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1555396.375000 Penalty: 3055.982910
	Iteration 12Q: 3 clusters Score -1555396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1555445.875000 Penalty: 3055.982910
	Iteration 13Q: 3 clusters Score -1555446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1555479.500000 Penalty: 3055.982910
	Iteration 14Q: 3 clusters Score -1555480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1555498.875000 Penalty: 3055.982910
	Iteration 15Q: 3 clusters Score -1555499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1555515.750000 Penalty: 3055.982910
	Iteration 16Q: 3 clusters Score -1555516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1555523.125000 Penalty: 3055.982910
	Iteration 17Q: 3 clusters Score -1555523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1555537.875000 Penalty: 3055.982910
	Iteration 18Q: 3 clusters Score -1555538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1555536.250000 Penalty: 3055.982910
	Iteration 19Q: 3 clusters Score -1555536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1555541.875000 Penalty: 3055.982910
	Iteration 20F: 3 clusters Score -1555542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1555546.875000 Penalty: 3055.982910
	Iteration 21Q: 3 clusters Score -1555547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1555548.000000 Penalty: 3055.982910
	Iteration 22Q: 3 clusters Score -1555548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1555546.875000 Penalty: 3055.982910
	Iteration 23Q: 3 clusters Score -1555547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1555552.125000 Penalty: 3055.982910
	Iteration 24Q: 3 clusters Score -1555552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1555557.375000 Penalty: 3055.982910
	Iteration 25Q: 3 clusters Score -1555557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1555565.750000 Penalty: 3055.982910
	Iteration 26Q: 3 clusters Score -1555566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1555568.125000 Penalty: 3055.982910
	Iteration 27Q: 3 clusters Score -1555568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1555570.250000 Penalty: 3055.982910
	Iteration 28Q: 3 clusters Score -1555570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1555572.125000 Penalty: 3055.982910
	Iteration 29Q: 3 clusters Score -1555572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1555570.125000 Penalty: 3055.982910
	Iteration 30Q: 3 clusters Score -1555570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1555571.625000 Penalty: 3055.982910
	Iteration 31Q: 3 clusters Score -1555572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1555572.750000 Penalty: 3055.982910
	Iteration 32Q: 3 clusters Score -1555573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1555573.125000 Penalty: 3055.982910
	Iteration 33Q: 3 clusters Score -1555573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1555572.750000 Penalty: 3055.982910
	Iteration 34Q: 3 clusters Score -1555573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1555572.750000 Penalty: 3055.982910
	Iteration 35F: 3 clusters Score -1555573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65824.640625 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65824.64 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65979.750000 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -65979.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66032.335938 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66032.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66067.492188 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66067.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66121.007812 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66121.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66160.250000 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66160.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66194.218750 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66194.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66239.031250 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66239.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66268.179688 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66268.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66300.937500 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66300.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66317.656250 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66317.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66347.023438 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66347.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66360.703125 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66364.421875 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66364.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66373.421875 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66373.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66387.242188 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -66387.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66409.476562 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -66409.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66433.773438 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -66433.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66445.023438 Penalty: 2075.735840
	Iteration 18Q: 3 clusters Score -66445.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66450.140625 Penalty: 2075.735840
	Iteration 19Q: 3 clusters Score -66450.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66455.664062 Penalty: 2075.735840
	Iteration 20F: 3 clusters Score -66455.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66486.320312 Penalty: 2075.735840
	Iteration 21Q: 3 clusters Score -66486.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66520.539062 Penalty: 2075.735840
	Iteration 22Q: 3 clusters Score -66520.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66538.023438 Penalty: 2075.735840
	Iteration 23Q: 3 clusters Score -66538.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66541.250000 Penalty: 2075.735840
	Iteration 24Q: 3 clusters Score -66541.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66546.578125 Penalty: 2075.735840
	Iteration 25Q: 3 clusters Score -66546.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66547.484375 Penalty: 2075.735840
	Iteration 26Q: 3 clusters Score -66547.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66547.484375 Penalty: 2075.735840
	Iteration 27F: 3 clusters Score -66547.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Entering Unmasked Estep 
Score: -6456318.000000 Penalty: 1752.525635
	Iteration 0F: 2 clusters Score -6456318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6425013.500000 Penalty: 3505.051270
	Iteration 0F: 3 clusters Score -6425014 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -6437498.500000 Penalty: 3505.051270
	Iteration 1F: 3 clusters Score -6437498 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -6437937.500000 Penalty: 3505.051270
	Iteration 2Q: 3 clusters Score -6437938 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6438432.500000 Penalty: 3505.051270
	Iteration 3Q: 3 clusters Score -6438432 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -6439116.500000 Penalty: 3505.051270
	Iteration 4Q: 3 clusters Score -6439116 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -6440157.000000 Penalty: 3505.051270
	Iteration 5Q: 3 clusters Score -6440157 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6441528.000000 Penalty: 3505.051270
	Iteration 6F: 3 clusters Score -6441528 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -6443447.000000 Penalty: 3505.051270
	Iteration 7F: 3 clusters Score -6443447 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -6445729.500000 Penalty: 3505.051270
	Iteration 8F: 3 clusters Score -6445730 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -6448343.000000 Penalty: 3505.051270
	Iteration 9F: 3 clusters Score -6448343 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -6450876.500000 Penalty: 3505.051270
	Iteration 10F: 3 clusters Score -6450876 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6452688.500000 Penalty: 3505.051270
	Iteration 11Q: 3 clusters Score -6452688 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6453829.500000 Penalty: 3505.051270
	Iteration 12Q: 3 clusters Score -6453830 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6454383.000000 Penalty: 3505.051270
	Iteration 13Q: 3 clusters Score -6454383 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6454621.500000 Penalty: 3505.051270
	Iteration 14Q: 3 clusters Score -6454622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -6454771.500000 Penalty: 3505.051270
	Iteration 15Q: 3 clusters Score -6454772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -6454845.500000 Penalty: 3505.051270
	Iteration 16Q: 3 clusters Score -6454846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6454896.000000 Penalty: 3505.051270
	Iteration 17Q: 3 clusters Score -6454896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6454911.000000 Penalty: 3505.051270
	Iteration 18Q: 3 clusters Score -6454911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -6454924.000000 Penalty: 3505.051270
	Iteration 19Q: 3 clusters Score -6454924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6454937.500000 Penalty: 3505.051270
	Iteration 20F: 3 clusters Score -6454938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -6454946.000000 Penalty: 3505.051270
	Iteration 21Q: 3 clusters Score -6454946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -6454943.500000 Penalty: 3505.051270
	Iteration 22Q: 3 clusters Score -6454944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -6454948.500000 Penalty: 3505.051270
	Iteration 23Q: 3 clusters Score -6454948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6454956.000000 Penalty: 3505.051270
	Iteration 24Q: 3 clusters Score -6454956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6454955.500000 Penalty: 3505.051270
	Iteration 25Q: 3 clusters Score -6454956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -6454957.500000 Penalty: 3505.051270
	Iteration 26Q: 3 clusters Score -6454958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6454967.500000 Penalty: 3505.051270
	Iteration 27Q: 3 clusters Score -6454968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6454968.500000 Penalty: 3505.051270
	Iteration 28Q: 3 clusters Score -6454968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6454973.500000 Penalty: 3505.051270
	Iteration 29Q: 3 clusters Score -6454974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6454976.500000 Penalty: 3505.051270
	Iteration 30Q: 3 clusters Score -6454976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6454982.500000 Penalty: 3505.051270
	Iteration 31Q: 3 clusters Score -6454982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6454977.000000 Penalty: 3505.051270
	Iteration 32Q: 3 clusters Score -6454977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6454977.000000 Penalty: 3505.051270
	Iteration 33F: 3 clusters Score -6454977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26615.400391 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26615.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26774.609375 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26774.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26899.210938 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26899.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27012.664062 Penalty: 1783.904785
	Iteration 3F: 3 clusters Score -27012.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27107.574219 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -27107.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27129.332031 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -27129.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27129.332031 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -27129.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50594.164062 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50594.16 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50925.800781 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -50925.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51053.429688 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51053.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51115.539062 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -51115.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51147.824219 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51147.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51198.207031 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51198.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51259.632812 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51259.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51286.667969 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51286.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51295.039062 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -51295.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51308.527344 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -51308.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51317.960938 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -51317.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51324.082031 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -51324.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51328.402344 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -51328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51328.402344 Penalty: 2049.539551
	Iteration 13F: 3 clusters Score -51328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -118318.500000 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -118318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116921.664062 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -116921.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117275.148438 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -117275.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117445.031250 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -117445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117548.742188 Penalty: 2244.695312
	Iteration 3F: 3 clusters Score -117548.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117635.539062 Penalty: 2244.695312
	Iteration 4F: 3 clusters Score -117635.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117780.226562 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -117780.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117903.046875 Penalty: 2244.695312
	Iteration 6F: 3 clusters Score -117903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118050.531250 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -118050.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118170.851562 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -118170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118294.976562 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -118295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118426.179688 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -118426.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118570.414062 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -118570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118666.265625 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -118666.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118729.078125 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -118729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118797.531250 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -118797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118836.179688 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -118836.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118867.695312 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -118867.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118880.093750 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -118880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118881.289062 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -118881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118881.289062 Penalty: 2244.695312
	Iteration 19F: 3 clusters Score -118881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66522 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63701 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68951 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 56239 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48280 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49280 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24513 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61263 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55949 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85973600.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85973984.000000 to -85973600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2605903.250000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605903 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2609721.750000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609722 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2610047.500000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610048 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2610328.750000 Penalty: 3148.096191
	Iteration 3Q: 3 clusters Score -2610329 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2610680.250000 Penalty: 3148.096191
	Iteration 4Q: 3 clusters Score -2610680 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2611184.250000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2611184 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2611844.500000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2611844 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2612632.000000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2612632 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2613382.750000 Penalty: 3148.096191
	Iteration 8F: 3 clusters Score -2613383 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2613970.250000 Penalty: 3148.096191
	Iteration 9F: 3 clusters Score -2613970 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2614426.500000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614426 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2614768.500000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614768 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2615046.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2615046 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2615244.500000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2615373.500000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2615374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2615467.750000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2615468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2615542.500000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2615542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2615564.000000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2615564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2615579.250000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2615598.500000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2615602.250000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2615616.500000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2615620.500000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2615624.000000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2615623.000000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2615631.500000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2615634.000000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2615637.250000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2615636.750000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2615637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2615641.250000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2615641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2615644.500000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2615644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2615646.500000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2615646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2615647.250000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2615647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2615646.000000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2615646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2615656.750000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2615657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2615654.000000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2615654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2615656.750000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2615657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2615652.750000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2615653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2615653.000000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2615653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2615655.500000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2615656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2615652.500000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2615652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2615660.250000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2615660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2615652.750000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2615653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2615650.250000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2615650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2615656.500000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2615656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2615656.500000 Penalty: 3148.096191
	Iteration 45F: 3 clusters Score -2615656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Entering Unmasked Estep 
Score: -6577484.000000 Penalty: 1755.857056
	Iteration 0F: 2 clusters Score -6577484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6544692.500000 Penalty: 3511.714111
	Iteration 0F: 3 clusters Score -6544692 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -6557734.000000 Penalty: 3511.714111
	Iteration 1F: 3 clusters Score -6557734 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6558170.000000 Penalty: 3511.714111
	Iteration 2Q: 3 clusters Score -6558170 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6558675.500000 Penalty: 3511.714111
	Iteration 3Q: 3 clusters Score -6558676 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6559217.500000 Penalty: 3511.714111
	Iteration 4Q: 3 clusters Score -6559218 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -6559854.500000 Penalty: 3511.714111
	Iteration 5Q: 3 clusters Score -6559854 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6560576.000000 Penalty: 3511.714111
	Iteration 6Q: 3 clusters Score -6560576 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6561554.000000 Penalty: 3511.714111
	Iteration 7Q: 3 clusters Score -6561554 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6562938.000000 Penalty: 3511.714111
	Iteration 8Q: 3 clusters Score -6562938 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -6565134.000000 Penalty: 3511.714111
	Iteration 9F: 3 clusters Score -6565134 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6567701.000000 Penalty: 3511.714111
	Iteration 10F: 3 clusters Score -6567701 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6569587.500000 Penalty: 3511.714111
	Iteration 11F: 3 clusters Score -6569588 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6570416.500000 Penalty: 3511.714111
	Iteration 12Q: 3 clusters Score -6570416 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6570753.500000 Penalty: 3511.714111
	Iteration 13Q: 3 clusters Score -6570754 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -6570939.500000 Penalty: 3511.714111
	Iteration 14Q: 3 clusters Score -6570940 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -6571056.000000 Penalty: 3511.714111
	Iteration 15Q: 3 clusters Score -6571056 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6571090.500000 Penalty: 3511.714111
	Iteration 16Q: 3 clusters Score -6571090 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6571174.000000 Penalty: 3511.714111
	Iteration 17Q: 3 clusters Score -6571174 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -6571237.500000 Penalty: 3511.714111
	Iteration 18Q: 3 clusters Score -6571238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -6571275.000000 Penalty: 3511.714111
	Iteration 19Q: 3 clusters Score -6571275 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6571308.500000 Penalty: 3511.714111
	Iteration 20F: 3 clusters Score -6571308 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6571334.500000 Penalty: 3511.714111
	Iteration 21Q: 3 clusters Score -6571334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -6571353.500000 Penalty: 3511.714111
	Iteration 22Q: 3 clusters Score -6571354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -6571377.000000 Penalty: 3511.714111
	Iteration 23Q: 3 clusters Score -6571377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -6571395.000000 Penalty: 3511.714111
	Iteration 24Q: 3 clusters Score -6571395 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6571407.000000 Penalty: 3511.714111
	Iteration 25Q: 3 clusters Score -6571407 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6571365.500000 Penalty: 3511.714111
	Iteration 26Q: 3 clusters Score -6571366 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6571388.000000 Penalty: 3511.714111
	Iteration 27Q: 3 clusters Score -6571388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -6571421.500000 Penalty: 3511.714111
	Iteration 28Q: 3 clusters Score -6571422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -6571438.000000 Penalty: 3511.714111
	Iteration 29Q: 3 clusters Score -6571438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6571454.500000 Penalty: 3511.714111
	Iteration 30Q: 3 clusters Score -6571454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6571469.500000 Penalty: 3511.714111
	Iteration 31Q: 3 clusters Score -6571470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -6571470.500000 Penalty: 3511.714111
	Iteration 32Q: 3 clusters Score -6571470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6571476.000000 Penalty: 3511.714111
	Iteration 33Q: 3 clusters Score -6571476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -6571475.500000 Penalty: 3511.714111
	Iteration 34Q: 3 clusters Score -6571476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6571472.000000 Penalty: 3511.714111
	Iteration 35Q: 3 clusters Score -6571472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -6571468.000000 Penalty: 3511.714111
	Iteration 36Q: 3 clusters Score -6571468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -6571458.500000 Penalty: 3511.714111
	Iteration 37Q: 3 clusters Score -6571458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6571462.000000 Penalty: 3511.714111
	Iteration 38Q: 3 clusters Score -6571462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6571462.500000 Penalty: 3511.714111
	Iteration 39Q: 3 clusters Score -6571462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -6571473.500000 Penalty: 3511.714111
	Iteration 40F: 3 clusters Score -6571474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6571479.500000 Penalty: 3511.714111
	Iteration 41Q: 3 clusters Score -6571480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6571477.000000 Penalty: 3511.714111
	Iteration 42Q: 3 clusters Score -6571477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -6571475.000000 Penalty: 3511.714111
	Iteration 43Q: 3 clusters Score -6571475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6571488.500000 Penalty: 3511.714111
	Iteration 44Q: 3 clusters Score -6571488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -6571493.500000 Penalty: 3511.714111
	Iteration 45Q: 3 clusters Score -6571494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6571485.000000 Penalty: 3511.714111
	Iteration 46Q: 3 clusters Score -6571485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6571487.500000 Penalty: 3511.714111
	Iteration 47Q: 3 clusters Score -6571488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6571494.000000 Penalty: 3511.714111
	Iteration 48Q: 3 clusters Score -6571494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -6571493.000000 Penalty: 3511.714111
	Iteration 49Q: 3 clusters Score -6571493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6571496.500000 Penalty: 3511.714111
	Iteration 50Q: 3 clusters Score -6571496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -6571484.500000 Penalty: 3511.714111
	Iteration 51Q: 3 clusters Score -6571484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6571476.000000 Penalty: 3511.714111
	Iteration 52Q: 3 clusters Score -6571476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -6571486.500000 Penalty: 3511.714111
	Iteration 53Q: 3 clusters Score -6571486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6571490.500000 Penalty: 3511.714111
	Iteration 54Q: 3 clusters Score -6571490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6571489.500000 Penalty: 3511.714111
	Iteration 55Q: 3 clusters Score -6571490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -6571487.500000 Penalty: 3511.714111
	Iteration 56Q: 3 clusters Score -6571488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6571481.000000 Penalty: 3511.714111
	Iteration 57Q: 3 clusters Score -6571481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -6571482.500000 Penalty: 3511.714111
	Iteration 58Q: 3 clusters Score -6571482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -6571493.000000 Penalty: 3511.714111
	Iteration 59Q: 3 clusters Score -6571493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -6571489.000000 Penalty: 3511.714111
	Iteration 60F: 3 clusters Score -6571489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -6571485.000000 Penalty: 3511.714111
	Iteration 61Q: 3 clusters Score -6571485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6571496.500000 Penalty: 3511.714111
	Iteration 62Q: 3 clusters Score -6571496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6571498.000000 Penalty: 3511.714111
	Iteration 63Q: 3 clusters Score -6571498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6571496.000000 Penalty: 3511.714111
	Iteration 64Q: 3 clusters Score -6571496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6571487.500000 Penalty: 3511.714111
	Iteration 65Q: 3 clusters Score -6571488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6571485.500000 Penalty: 3511.714111
	Iteration 66Q: 3 clusters Score -6571486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6571489.000000 Penalty: 3511.714111
	Iteration 67Q: 3 clusters Score -6571489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6571479.500000 Penalty: 3511.714111
	Iteration 68Q: 3 clusters Score -6571480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6571481.500000 Penalty: 3511.714111
	Iteration 69Q: 3 clusters Score -6571482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6571482.000000 Penalty: 3511.714111
	Iteration 70Q: 3 clusters Score -6571482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -6571477.000000 Penalty: 3511.714111
	Iteration 71Q: 3 clusters Score -6571477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -6571480.000000 Penalty: 3511.714111
	Iteration 72Q: 3 clusters Score -6571480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -6571488.500000 Penalty: 3511.714111
	Iteration 73Q: 3 clusters Score -6571488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6571484.500000 Penalty: 3511.714111
	Iteration 74Q: 3 clusters Score -6571484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6571490.000000 Penalty: 3511.714111
	Iteration 75Q: 3 clusters Score -6571490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6571491.500000 Penalty: 3511.714111
	Iteration 76Q: 3 clusters Score -6571492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6571490.000000 Penalty: 3511.714111
	Iteration 77Q: 3 clusters Score -6571490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6571486.000000 Penalty: 3511.714111
	Iteration 78Q: 3 clusters Score -6571486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6571486.000000 Penalty: 3511.714111
	Iteration 79Q: 3 clusters Score -6571486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6571484.000000 Penalty: 3511.714111
	Iteration 80F: 3 clusters Score -6571484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -6571483.000000 Penalty: 3511.714111
	Iteration 81Q: 3 clusters Score -6571483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -6571492.000000 Penalty: 3511.714111
	Iteration 82Q: 3 clusters Score -6571492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -6571489.500000 Penalty: 3511.714111
	Iteration 83Q: 3 clusters Score -6571490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6571487.500000 Penalty: 3511.714111
	Iteration 84Q: 3 clusters Score -6571488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -6571485.500000 Penalty: 3511.714111
	Iteration 85Q: 3 clusters Score -6571486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -6571487.500000 Penalty: 3511.714111
	Iteration 86Q: 3 clusters Score -6571488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6571486.500000 Penalty: 3511.714111
	Iteration 87Q: 3 clusters Score -6571486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -6571488.500000 Penalty: 3511.714111
	Iteration 88Q: 3 clusters Score -6571488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6571490.000000 Penalty: 3511.714111
	Iteration 89Q: 3 clusters Score -6571490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6571492.500000 Penalty: 3511.714111
	Iteration 90Q: 3 clusters Score -6571492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6571492.500000 Penalty: 3511.714111
	Iteration 91Q: 3 clusters Score -6571492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -6571497.000000 Penalty: 3511.714111
	Iteration 92Q: 3 clusters Score -6571497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -6571494.500000 Penalty: 3511.714111
	Iteration 93Q: 3 clusters Score -6571494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6571497.500000 Penalty: 3511.714111
	Iteration 94Q: 3 clusters Score -6571498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6571494.000000 Penalty: 3511.714111
	Iteration 95Q: 3 clusters Score -6571494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6571494.000000 Penalty: 3511.714111
	Iteration 96F: 3 clusters Score -6571494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15961.223633 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15961.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16131.469727 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16131.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16237.471680 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16237.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16291.159180 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -16291.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16363.478516 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16363.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16389.656250 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16389.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16407.466797 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16407.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16414.156250 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -16414.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16420.480469 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -16420.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16427.179688 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -16427.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16429.744141 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -16429.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16429.744141 Penalty: 1886.668823
	Iteration 11F: 3 clusters Score -16429.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23873.271484 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23873.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23974.236328 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -23974.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23984.076172 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -23984.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23985.298828 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -23985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23985.298828 Penalty: 1749.960938
	Iteration 4F: 3 clusters Score -23985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -814581.062500 Penalty: 1419.156616
	Iteration 0F: 2 clusters Score -814581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -809817.250000 Penalty: 2838.313232
	Iteration 0F: 3 clusters Score -809817.2 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -811143.000000 Penalty: 2838.313232
	Iteration 1F: 3 clusters Score -811143 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -811382.562500 Penalty: 2838.313232
	Iteration 2F: 3 clusters Score -811382.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -811608.250000 Penalty: 2838.313232
	Iteration 3F: 3 clusters Score -811608.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -811791.125000 Penalty: 2838.313232
	Iteration 4F: 3 clusters Score -811791.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -811962.437500 Penalty: 2838.313232
	Iteration 5Q: 3 clusters Score -811962.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -812147.437500 Penalty: 2838.313232
	Iteration 6Q: 3 clusters Score -812147.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -812323.062500 Penalty: 2838.313232
	Iteration 7Q: 3 clusters Score -812323.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -812514.625000 Penalty: 2838.313232
	Iteration 8Q: 3 clusters Score -812514.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -812741.562500 Penalty: 2838.313232
	Iteration 9Q: 3 clusters Score -812741.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -812984.437500 Penalty: 2838.313232
	Iteration 10F: 3 clusters Score -812984.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -813185.125000 Penalty: 2838.313232
	Iteration 11Q: 3 clusters Score -813185.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -813354.750000 Penalty: 2838.313232
	Iteration 12Q: 3 clusters Score -813354.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -813476.687500 Penalty: 2838.313232
	Iteration 13Q: 3 clusters Score -813476.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -813559.875000 Penalty: 2838.313232
	Iteration 14Q: 3 clusters Score -813559.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -813614.562500 Penalty: 2838.313232
	Iteration 15Q: 3 clusters Score -813614.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -813640.750000 Penalty: 2838.313232
	Iteration 16Q: 3 clusters Score -813640.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -813654.000000 Penalty: 2838.313232
	Iteration 17Q: 3 clusters Score -813654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -813665.250000 Penalty: 2838.313232
	Iteration 18Q: 3 clusters Score -813665.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -813673.125000 Penalty: 2838.313232
	Iteration 19Q: 3 clusters Score -813673.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -813678.687500 Penalty: 2838.313232
	Iteration 20F: 3 clusters Score -813678.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -813684.062500 Penalty: 2838.313232
	Iteration 21Q: 3 clusters Score -813684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -813689.625000 Penalty: 2838.313232
	Iteration 22Q: 3 clusters Score -813689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -813694.250000 Penalty: 2838.313232
	Iteration 23Q: 3 clusters Score -813694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -813693.687500 Penalty: 2838.313232
	Iteration 24Q: 3 clusters Score -813693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -813695.187500 Penalty: 2838.313232
	Iteration 25Q: 3 clusters Score -813695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -813696.437500 Penalty: 2838.313232
	Iteration 26Q: 3 clusters Score -813696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -813698.437500 Penalty: 2838.313232
	Iteration 27Q: 3 clusters Score -813698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -813696.812500 Penalty: 2838.313232
	Iteration 28Q: 3 clusters Score -813696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -813697.375000 Penalty: 2838.313232
	Iteration 29Q: 3 clusters Score -813697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -813697.750000 Penalty: 2838.313232
	Iteration 30Q: 3 clusters Score -813697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -813697.750000 Penalty: 2838.313232
	Iteration 31F: 3 clusters Score -813697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1260512.375000 Penalty: 1494.422241
	Iteration 0F: 2 clusters Score -1260512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1253524.750000 Penalty: 2988.844482
	Iteration 0F: 3 clusters Score -1253525 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1256213.625000 Penalty: 2988.844482
	Iteration 1F: 3 clusters Score -1256214 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1256853.375000 Penalty: 2988.844482
	Iteration 2F: 3 clusters Score -1256853 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1257470.000000 Penalty: 2988.844482
	Iteration 3F: 3 clusters Score -1257470 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1258011.125000 Penalty: 2988.844482
	Iteration 4F: 3 clusters Score -1258011 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1258456.625000 Penalty: 2988.844482
	Iteration 5F: 3 clusters Score -1258457 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1258781.250000 Penalty: 2988.844482
	Iteration 6F: 3 clusters Score -1258781 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1259007.125000 Penalty: 2988.844482
	Iteration 7Q: 3 clusters Score -1259007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1259179.500000 Penalty: 2988.844482
	Iteration 8Q: 3 clusters Score -1259180 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1259334.500000 Penalty: 2988.844482
	Iteration 9Q: 3 clusters Score -1259334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1259458.375000 Penalty: 2988.844482
	Iteration 10Q: 3 clusters Score -1259458 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1259590.125000 Penalty: 2988.844482
	Iteration 11Q: 3 clusters Score -1259590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1259689.625000 Penalty: 2988.844482
	Iteration 12Q: 3 clusters Score -1259690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1259765.875000 Penalty: 2988.844482
	Iteration 13Q: 3 clusters Score -1259766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1259829.500000 Penalty: 2988.844482
	Iteration 14Q: 3 clusters Score -1259830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1259899.500000 Penalty: 2988.844482
	Iteration 15Q: 3 clusters Score -1259900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1259974.125000 Penalty: 2988.844482
	Iteration 16Q: 3 clusters Score -1259974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1260027.875000 Penalty: 2988.844482
	Iteration 17Q: 3 clusters Score -1260028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1260078.000000 Penalty: 2988.844482
	Iteration 18Q: 3 clusters Score -1260078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1260119.875000 Penalty: 2988.844482
	Iteration 19Q: 3 clusters Score -1260120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1260140.250000 Penalty: 2988.844482
	Iteration 20F: 3 clusters Score -1260140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1260160.625000 Penalty: 2988.844482
	Iteration 21Q: 3 clusters Score -1260161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1260179.125000 Penalty: 2988.844482
	Iteration 22Q: 3 clusters Score -1260179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1260190.500000 Penalty: 2988.844482
	Iteration 23Q: 3 clusters Score -1260190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1260199.500000 Penalty: 2988.844482
	Iteration 24Q: 3 clusters Score -1260200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1260206.125000 Penalty: 2988.844482
	Iteration 25Q: 3 clusters Score -1260206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1260208.500000 Penalty: 2988.844482
	Iteration 26Q: 3 clusters Score -1260208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1260209.125000 Penalty: 2988.844482
	Iteration 27Q: 3 clusters Score -1260209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1260209.125000 Penalty: 2988.844482
	Iteration 28Q: 3 clusters Score -1260209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1260210.250000 Penalty: 2988.844482
	Iteration 29Q: 3 clusters Score -1260210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1260213.000000 Penalty: 2988.844482
	Iteration 30Q: 3 clusters Score -1260213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1260213.000000 Penalty: 2988.844482
	Iteration 31Q: 3 clusters Score -1260213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1260214.250000 Penalty: 2988.844482
	Iteration 32Q: 3 clusters Score -1260214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1260212.375000 Penalty: 2988.844482
	Iteration 33Q: 3 clusters Score -1260212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1260212.375000 Penalty: 2988.844482
	Iteration 34Q: 3 clusters Score -1260212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1260212.375000 Penalty: 2988.844482
	Iteration 35F: 3 clusters Score -1260212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Entering Unmasked Estep 
Score: -3182881.500000 Penalty: 1642.380737
	Iteration 0F: 2 clusters Score -3182882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3166211.000000 Penalty: 3284.761475
	Iteration 0F: 3 clusters Score -3166211 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3172506.500000 Penalty: 3284.761475
	Iteration 1F: 3 clusters Score -3172506 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3172902.000000 Penalty: 3284.761475
	Iteration 2Q: 3 clusters Score -3172902 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3173275.000000 Penalty: 3284.761475
	Iteration 3Q: 3 clusters Score -3173275 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3173636.000000 Penalty: 3284.761475
	Iteration 4Q: 3 clusters Score -3173636 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3174021.500000 Penalty: 3284.761475
	Iteration 5Q: 3 clusters Score -3174022 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3174463.000000 Penalty: 3284.761475
	Iteration 6Q: 3 clusters Score -3174463 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3174929.000000 Penalty: 3284.761475
	Iteration 7Q: 3 clusters Score -3174929 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3175440.000000 Penalty: 3284.761475
	Iteration 8Q: 3 clusters Score -3175440 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3175989.250000 Penalty: 3284.761475
	Iteration 9Q: 3 clusters Score -3175989 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3176615.250000 Penalty: 3284.761475
	Iteration 10Q: 3 clusters Score -3176615 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3177225.000000 Penalty: 3284.761475
	Iteration 11Q: 3 clusters Score -3177225 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3177877.750000 Penalty: 3284.761475
	Iteration 12Q: 3 clusters Score -3177878 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3178510.500000 Penalty: 3284.761475
	Iteration 13Q: 3 clusters Score -3178510 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3179045.250000 Penalty: 3284.761475
	Iteration 14Q: 3 clusters Score -3179045 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3179463.250000 Penalty: 3284.761475
	Iteration 15Q: 3 clusters Score -3179463 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3179700.750000 Penalty: 3284.761475
	Iteration 16Q: 3 clusters Score -3179701 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3179833.750000 Penalty: 3284.761475
	Iteration 17Q: 3 clusters Score -3179834 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3179900.750000 Penalty: 3284.761475
	Iteration 18Q: 3 clusters Score -3179901 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3179937.750000 Penalty: 3284.761475
	Iteration 19Q: 3 clusters Score -3179938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3179973.250000 Penalty: 3284.761475
	Iteration 20F: 3 clusters Score -3179973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3179984.750000 Penalty: 3284.761475
	Iteration 21Q: 3 clusters Score -3179985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3179994.750000 Penalty: 3284.761475
	Iteration 22Q: 3 clusters Score -3179995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3180013.500000 Penalty: 3284.761475
	Iteration 23Q: 3 clusters Score -3180014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3180022.000000 Penalty: 3284.761475
	Iteration 24Q: 3 clusters Score -3180022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3180025.750000 Penalty: 3284.761475
	Iteration 25Q: 3 clusters Score -3180026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3180036.250000 Penalty: 3284.761475
	Iteration 26Q: 3 clusters Score -3180036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3180047.750000 Penalty: 3284.761475
	Iteration 27Q: 3 clusters Score -3180048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3180060.750000 Penalty: 3284.761475
	Iteration 28Q: 3 clusters Score -3180061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3180055.000000 Penalty: 3284.761475
	Iteration 29Q: 3 clusters Score -3180055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3180055.000000 Penalty: 3284.761475
	Iteration 30Q: 3 clusters Score -3180055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3180057.500000 Penalty: 3284.761475
	Iteration 31Q: 3 clusters Score -3180058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3180061.750000 Penalty: 3284.761475
	Iteration 32Q: 3 clusters Score -3180062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3180068.250000 Penalty: 3284.761475
	Iteration 33Q: 3 clusters Score -3180068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3180073.250000 Penalty: 3284.761475
	Iteration 34Q: 3 clusters Score -3180073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3180080.500000 Penalty: 3284.761475
	Iteration 35Q: 3 clusters Score -3180080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3180077.000000 Penalty: 3284.761475
	Iteration 36Q: 3 clusters Score -3180077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3180081.750000 Penalty: 3284.761475
	Iteration 37Q: 3 clusters Score -3180082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3180093.250000 Penalty: 3284.761475
	Iteration 38Q: 3 clusters Score -3180093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3180102.750000 Penalty: 3284.761475
	Iteration 39Q: 3 clusters Score -3180103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3180096.750000 Penalty: 3284.761475
	Iteration 40F: 3 clusters Score -3180097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3180095.500000 Penalty: 3284.761475
	Iteration 41Q: 3 clusters Score -3180096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3180100.500000 Penalty: 3284.761475
	Iteration 42Q: 3 clusters Score -3180100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3180112.750000 Penalty: 3284.761475
	Iteration 43Q: 3 clusters Score -3180113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3180113.500000 Penalty: 3284.761475
	Iteration 44Q: 3 clusters Score -3180114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3180122.250000 Penalty: 3284.761475
	Iteration 45Q: 3 clusters Score -3180122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3180122.500000 Penalty: 3284.761475
	Iteration 46Q: 3 clusters Score -3180122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3180137.250000 Penalty: 3284.761475
	Iteration 47Q: 3 clusters Score -3180137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3180135.750000 Penalty: 3284.761475
	Iteration 48Q: 3 clusters Score -3180136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3180136.250000 Penalty: 3284.761475
	Iteration 49Q: 3 clusters Score -3180136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3180136.000000 Penalty: 3284.761475
	Iteration 50Q: 3 clusters Score -3180136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3180133.750000 Penalty: 3284.761475
	Iteration 51Q: 3 clusters Score -3180134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3180137.000000 Penalty: 3284.761475
	Iteration 52Q: 3 clusters Score -3180137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3180138.250000 Penalty: 3284.761475
	Iteration 53Q: 3 clusters Score -3180138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3180136.250000 Penalty: 3284.761475
	Iteration 54Q: 3 clusters Score -3180136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3180138.500000 Penalty: 3284.761475
	Iteration 55Q: 3 clusters Score -3180138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3180138.500000 Penalty: 3284.761475
	Iteration 56Q: 3 clusters Score -3180138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3180141.500000 Penalty: 3284.761475
	Iteration 57Q: 3 clusters Score -3180142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3180144.750000 Penalty: 3284.761475
	Iteration 58Q: 3 clusters Score -3180145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3180133.250000 Penalty: 3284.761475
	Iteration 59Q: 3 clusters Score -3180133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3180130.250000 Penalty: 3284.761475
	Iteration 60F: 3 clusters Score -3180130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3180139.250000 Penalty: 3284.761475
	Iteration 61Q: 3 clusters Score -3180139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3180134.500000 Penalty: 3284.761475
	Iteration 62Q: 3 clusters Score -3180134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3180138.750000 Penalty: 3284.761475
	Iteration 63Q: 3 clusters Score -3180139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3180141.250000 Penalty: 3284.761475
	Iteration 64Q: 3 clusters Score -3180141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3180144.000000 Penalty: 3284.761475
	Iteration 65Q: 3 clusters Score -3180144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3180140.250000 Penalty: 3284.761475
	Iteration 66Q: 3 clusters Score -3180140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3180142.500000 Penalty: 3284.761475
	Iteration 67Q: 3 clusters Score -3180142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3180145.250000 Penalty: 3284.761475
	Iteration 68Q: 3 clusters Score -3180145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3180145.250000 Penalty: 3284.761475
	Iteration 69Q: 3 clusters Score -3180145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3180149.500000 Penalty: 3284.761475
	Iteration 70Q: 3 clusters Score -3180150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3180151.000000 Penalty: 3284.761475
	Iteration 71Q: 3 clusters Score -3180151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3180150.750000 Penalty: 3284.761475
	Iteration 72Q: 3 clusters Score -3180151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3180149.250000 Penalty: 3284.761475
	Iteration 73Q: 3 clusters Score -3180149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3180141.750000 Penalty: 3284.761475
	Iteration 74Q: 3 clusters Score -3180142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3180140.000000 Penalty: 3284.761475
	Iteration 75Q: 3 clusters Score -3180140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3180145.750000 Penalty: 3284.761475
	Iteration 76Q: 3 clusters Score -3180146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3180142.250000 Penalty: 3284.761475
	Iteration 77Q: 3 clusters Score -3180142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3180144.250000 Penalty: 3284.761475
	Iteration 78Q: 3 clusters Score -3180144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3180152.750000 Penalty: 3284.761475
	Iteration 79Q: 3 clusters Score -3180153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3180152.250000 Penalty: 3284.761475
	Iteration 80F: 3 clusters Score -3180152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3180147.000000 Penalty: 3284.761475
	Iteration 81Q: 3 clusters Score -3180147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3180147.250000 Penalty: 3284.761475
	Iteration 82Q: 3 clusters Score -3180147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3180146.500000 Penalty: 3284.761475
	Iteration 83Q: 3 clusters Score -3180146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3180142.500000 Penalty: 3284.761475
	Iteration 84Q: 3 clusters Score -3180142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3180149.000000 Penalty: 3284.761475
	Iteration 85Q: 3 clusters Score -3180149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3180149.750000 Penalty: 3284.761475
	Iteration 86Q: 3 clusters Score -3180150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3180146.250000 Penalty: 3284.761475
	Iteration 87Q: 3 clusters Score -3180146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3180148.250000 Penalty: 3284.761475
	Iteration 88Q: 3 clusters Score -3180148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3180156.250000 Penalty: 3284.761475
	Iteration 89Q: 3 clusters Score -3180156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3180159.250000 Penalty: 3284.761475
	Iteration 90Q: 3 clusters Score -3180159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3180159.000000 Penalty: 3284.761475
	Iteration 91Q: 3 clusters Score -3180159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3180155.000000 Penalty: 3284.761475
	Iteration 92Q: 3 clusters Score -3180155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3180160.250000 Penalty: 3284.761475
	Iteration 93Q: 3 clusters Score -3180160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3180158.500000 Penalty: 3284.761475
	Iteration 94Q: 3 clusters Score -3180158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3180158.500000 Penalty: 3284.761475
	Iteration 95Q: 3 clusters Score -3180158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3180165.250000 Penalty: 3284.761475
	Iteration 96Q: 3 clusters Score -3180165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3180164.500000 Penalty: 3284.761475
	Iteration 97Q: 3 clusters Score -3180164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3180159.500000 Penalty: 3284.761475
	Iteration 98Q: 3 clusters Score -3180160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3180154.750000 Penalty: 3284.761475
	Iteration 99Q: 3 clusters Score -3180155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3180160.500000 Penalty: 3284.761475
	Iteration 100F: 3 clusters Score -3180160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3180163.000000 Penalty: 3284.761475
	Iteration 101Q: 3 clusters Score -3180163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3180165.000000 Penalty: 3284.761475
	Iteration 102Q: 3 clusters Score -3180165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3180162.750000 Penalty: 3284.761475
	Iteration 103Q: 3 clusters Score -3180163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3180157.000000 Penalty: 3284.761475
	Iteration 104Q: 3 clusters Score -3180157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3180158.000000 Penalty: 3284.761475
	Iteration 105Q: 3 clusters Score -3180158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3180158.000000 Penalty: 3284.761475
	Iteration 106Q: 3 clusters Score -3180158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3180157.500000 Penalty: 3284.761475
	Iteration 107Q: 3 clusters Score -3180158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3180157.750000 Penalty: 3284.761475
	Iteration 108Q: 3 clusters Score -3180158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3180159.500000 Penalty: 3284.761475
	Iteration 109Q: 3 clusters Score -3180160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3180157.500000 Penalty: 3284.761475
	Iteration 110Q: 3 clusters Score -3180158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3180158.250000 Penalty: 3284.761475
	Iteration 111Q: 3 clusters Score -3180158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3180159.250000 Penalty: 3284.761475
	Iteration 112Q: 3 clusters Score -3180159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3180159.000000 Penalty: 3284.761475
	Iteration 113Q: 3 clusters Score -3180159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3180163.000000 Penalty: 3284.761475
	Iteration 114Q: 3 clusters Score -3180163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3180163.500000 Penalty: 3284.761475
	Iteration 115Q: 3 clusters Score -3180164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3180164.000000 Penalty: 3284.761475
	Iteration 116Q: 3 clusters Score -3180164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3180165.250000 Penalty: 3284.761475
	Iteration 117Q: 3 clusters Score -3180165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3180162.250000 Penalty: 3284.761475
	Iteration 118Q: 3 clusters Score -3180162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3180162.250000 Penalty: 3284.761475
	Iteration 119F: 3 clusters Score -3180162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -436429.843750 Penalty: 1324.498047
	Iteration 0F: 2 clusters Score -436429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -433481.468750 Penalty: 2648.996094
	Iteration 0F: 3 clusters Score -433481.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -434405.750000 Penalty: 2648.996094
	Iteration 1F: 3 clusters Score -434405.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -434669.687500 Penalty: 2648.996094
	Iteration 2F: 3 clusters Score -434669.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -434829.843750 Penalty: 2648.996094
	Iteration 3F: 3 clusters Score -434829.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -434963.718750 Penalty: 2648.996094
	Iteration 4Q: 3 clusters Score -434963.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -435083.000000 Penalty: 2648.996094
	Iteration 5Q: 3 clusters Score -435083 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -435190.656250 Penalty: 2648.996094
	Iteration 6Q: 3 clusters Score -435190.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -435271.625000 Penalty: 2648.996094
	Iteration 7Q: 3 clusters Score -435271.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -435326.125000 Penalty: 2648.996094
	Iteration 8Q: 3 clusters Score -435326.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -435380.062500 Penalty: 2648.996094
	Iteration 9Q: 3 clusters Score -435380.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -435420.875000 Penalty: 2648.996094
	Iteration 10Q: 3 clusters Score -435420.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -435464.000000 Penalty: 2648.996094
	Iteration 11Q: 3 clusters Score -435464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -435517.781250 Penalty: 2648.996094
	Iteration 12Q: 3 clusters Score -435517.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -435552.281250 Penalty: 2648.996094
	Iteration 13Q: 3 clusters Score -435552.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -435581.968750 Penalty: 2648.996094
	Iteration 14Q: 3 clusters Score -435582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -435606.781250 Penalty: 2648.996094
	Iteration 15Q: 3 clusters Score -435606.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -435622.718750 Penalty: 2648.996094
	Iteration 16Q: 3 clusters Score -435622.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -435643.343750 Penalty: 2648.996094
	Iteration 17Q: 3 clusters Score -435643.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -435666.906250 Penalty: 2648.996094
	Iteration 18Q: 3 clusters Score -435666.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -435693.218750 Penalty: 2648.996094
	Iteration 19Q: 3 clusters Score -435693.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -435718.625000 Penalty: 2648.996094
	Iteration 20F: 3 clusters Score -435718.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -435735.968750 Penalty: 2648.996094
	Iteration 21Q: 3 clusters Score -435736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -435749.343750 Penalty: 2648.996094
	Iteration 22Q: 3 clusters Score -435749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -435757.125000 Penalty: 2648.996094
	Iteration 23Q: 3 clusters Score -435757.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -435763.781250 Penalty: 2648.996094
	Iteration 24Q: 3 clusters Score -435763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -435770.000000 Penalty: 2648.996094
	Iteration 25Q: 3 clusters Score -435770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -435773.687500 Penalty: 2648.996094
	Iteration 26Q: 3 clusters Score -435773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -435775.437500 Penalty: 2648.996094
	Iteration 27Q: 3 clusters Score -435775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -435777.437500 Penalty: 2648.996094
	Iteration 28Q: 3 clusters Score -435777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435779.500000 Penalty: 2648.996094
	Iteration 29Q: 3 clusters Score -435779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -435784.031250 Penalty: 2648.996094
	Iteration 30Q: 3 clusters Score -435784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -435787.812500 Penalty: 2648.996094
	Iteration 31Q: 3 clusters Score -435787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -435792.218750 Penalty: 2648.996094
	Iteration 32Q: 3 clusters Score -435792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -435794.875000 Penalty: 2648.996094
	Iteration 33Q: 3 clusters Score -435794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -435796.375000 Penalty: 2648.996094
	Iteration 34Q: 3 clusters Score -435796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -435796.812500 Penalty: 2648.996094
	Iteration 35Q: 3 clusters Score -435796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -435798.375000 Penalty: 2648.996094
	Iteration 36Q: 3 clusters Score -435798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -435800.843750 Penalty: 2648.996094
	Iteration 37Q: 3 clusters Score -435800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -435804.812500 Penalty: 2648.996094
	Iteration 38Q: 3 clusters Score -435804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435806.625000 Penalty: 2648.996094
	Iteration 39Q: 3 clusters Score -435806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -435809.031250 Penalty: 2648.996094
	Iteration 40F: 3 clusters Score -435809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -435811.093750 Penalty: 2648.996094
	Iteration 41Q: 3 clusters Score -435811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -435813.656250 Penalty: 2648.996094
	Iteration 42Q: 3 clusters Score -435813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -435815.937500 Penalty: 2648.996094
	Iteration 43Q: 3 clusters Score -435815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -435817.062500 Penalty: 2648.996094
	Iteration 44Q: 3 clusters Score -435817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -435817.468750 Penalty: 2648.996094
	Iteration 45Q: 3 clusters Score -435817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -435818.468750 Penalty: 2648.996094
	Iteration 46Q: 3 clusters Score -435818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -435820.187500 Penalty: 2648.996094
	Iteration 47Q: 3 clusters Score -435820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435820.687500 Penalty: 2648.996094
	Iteration 48Q: 3 clusters Score -435820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435822.187500 Penalty: 2648.996094
	Iteration 49Q: 3 clusters Score -435822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435822.406250 Penalty: 2648.996094
	Iteration 50Q: 3 clusters Score -435822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435822.406250 Penalty: 2648.996094
	Iteration 51F: 3 clusters Score -435822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -41833.414062 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -41833.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40958.597656 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -40958.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41197.296875 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -41197.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41349.191406 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -41349.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41420.917969 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -41420.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41492.199219 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -41492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41530.675781 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -41530.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41544.296875 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -41544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41566.738281 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -41566.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41568.312500 Penalty: 1926.250977
	Iteration 8F: 3 clusters Score -41568.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41596.351562 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -41596.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41596.351562 Penalty: 1926.250977
	Iteration 10F: 3 clusters Score -41596.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (61263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Entering Unmasked Estep 
Score: -8236138.000000 Penalty: 1791.226318
	Iteration 0F: 2 clusters Score -8236138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -8197080.000000 Penalty: 3582.452637
	Iteration 0F: 3 clusters Score -8197080 nChanged 29044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -8214506.500000 Penalty: 3582.452637
	Iteration 1F: 3 clusters Score -8214506 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -8215929.000000 Penalty: 3582.452637
	Iteration 2F: 3 clusters Score -8215929 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8217981.500000 Penalty: 3582.452637
	Iteration 3F: 3 clusters Score -8217982 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8220976.000000 Penalty: 3582.452637
	Iteration 4F: 3 clusters Score -8220976 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8224896.000000 Penalty: 3582.452637
	Iteration 5F: 3 clusters Score -8224896 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8228674.000000 Penalty: 3582.452637
	Iteration 6F: 3 clusters Score -8228674 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -8230878.000000 Penalty: 3582.452637
	Iteration 7F: 3 clusters Score -8230878 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -8231927.500000 Penalty: 3582.452637
	Iteration 8Q: 3 clusters Score -8231928 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -8232512.000000 Penalty: 3582.452637
	Iteration 9Q: 3 clusters Score -8232512 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -8232883.000000 Penalty: 3582.452637
	Iteration 10Q: 3 clusters Score -8232883 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -8233161.500000 Penalty: 3582.452637
	Iteration 11Q: 3 clusters Score -8233162 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -8233433.500000 Penalty: 3582.452637
	Iteration 12Q: 3 clusters Score -8233434 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -8233717.500000 Penalty: 3582.452637
	Iteration 13Q: 3 clusters Score -8233718 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -8234033.500000 Penalty: 3582.452637
	Iteration 14Q: 3 clusters Score -8234034 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -8234355.500000 Penalty: 3582.452637
	Iteration 15Q: 3 clusters Score -8234356 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -8234475.500000 Penalty: 3582.452637
	Iteration 16Q: 3 clusters Score -8234476 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -8234553.500000 Penalty: 3582.452637
	Iteration 17Q: 3 clusters Score -8234554 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -8234582.500000 Penalty: 3582.452637
	Iteration 18Q: 3 clusters Score -8234582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -8234598.000000 Penalty: 3582.452637
	Iteration 19Q: 3 clusters Score -8234598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -8234627.000000 Penalty: 3582.452637
	Iteration 20F: 3 clusters Score -8234627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -8234657.500000 Penalty: 3582.452637
	Iteration 21Q: 3 clusters Score -8234658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -8234678.000000 Penalty: 3582.452637
	Iteration 22Q: 3 clusters Score -8234678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -8234677.000000 Penalty: 3582.452637
	Iteration 23Q: 3 clusters Score -8234677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -8234701.000000 Penalty: 3582.452637
	Iteration 24Q: 3 clusters Score -8234701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -8234696.500000 Penalty: 3582.452637
	Iteration 25Q: 3 clusters Score -8234696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -8234684.000000 Penalty: 3582.452637
	Iteration 26Q: 3 clusters Score -8234684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -8234692.000000 Penalty: 3582.452637
	Iteration 27Q: 3 clusters Score -8234692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -8234701.500000 Penalty: 3582.452637
	Iteration 28Q: 3 clusters Score -8234702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -8234705.000000 Penalty: 3582.452637
	Iteration 29Q: 3 clusters Score -8234705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -8234718.000000 Penalty: 3582.452637
	Iteration 30Q: 3 clusters Score -8234718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8234724.500000 Penalty: 3582.452637
	Iteration 31Q: 3 clusters Score -8234724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8234716.500000 Penalty: 3582.452637
	Iteration 32Q: 3 clusters Score -8234716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -8234718.500000 Penalty: 3582.452637
	Iteration 33Q: 3 clusters Score -8234718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -8234722.500000 Penalty: 3582.452637
	Iteration 34Q: 3 clusters Score -8234722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -8234726.500000 Penalty: 3582.452637
	Iteration 35Q: 3 clusters Score -8234726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -8234726.500000 Penalty: 3582.452637
	Iteration 36Q: 3 clusters Score -8234726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -8234724.000000 Penalty: 3582.452637
	Iteration 37Q: 3 clusters Score -8234724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8234732.500000 Penalty: 3582.452637
	Iteration 38Q: 3 clusters Score -8234732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8234732.500000 Penalty: 3582.452637
	Iteration 39F: 3 clusters Score -8234732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22536.021484 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22536.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22646.599609 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22646.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22688.503906 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -22688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22725.193359 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22725.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22750.812500 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -22750.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22754.425781 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -22754.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22758.535156 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -22758.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22774.658203 Penalty: 1798.351562
	Iteration 7Q: 3 clusters Score -22774.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22789.398438 Penalty: 1798.351562
	Iteration 8Q: 3 clusters Score -22789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22790.503906 Penalty: 1798.351562
	Iteration 9Q: 3 clusters Score -22790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22790.503906 Penalty: 1798.351562
	Iteration 10F: 3 clusters Score -22790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38296.480469 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38296.48 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38509.652344 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38509.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38592.781250 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38592.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38639.300781 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -38639.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38676.441406 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38676.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38687.281250 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38687.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38693.363281 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38693.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38709.703125 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -38709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38731.910156 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -38731.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38737.773438 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -38737.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38746.566406 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -38746.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38750.449219 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -38750.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38757.773438 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -38757.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38761.324219 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -38761.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38763.394531 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -38763.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38767.042969 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -38767.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38767.042969 Penalty: 1988.381592
	Iteration 16F: 3 clusters Score -38767.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223369.171875 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223369.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -223696.953125 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223697 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -223788.062500 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223788.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -223852.375000 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223852.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223903.843750 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223903.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -223933.187500 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223933.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -223951.906250 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -223951.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -223966.421875 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -223966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -223983.343750 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -223983.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -224002.671875 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -224002.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -224016.578125 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -224016.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -224027.593750 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -224027.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -224039.593750 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -224039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -224049.265625 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -224049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -224057.984375 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -224058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -224064.000000 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -224064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -224068.859375 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -224068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -224071.953125 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -224072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -224074.359375 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -224074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -224078.125000 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -224078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -224082.359375 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -224082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -224084.906250 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -224084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -224085.296875 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -224085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -224085.296875 Penalty: 2354.374023
	Iteration 23F: 3 clusters Score -224085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15555.316406 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15555.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15753.174805 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15753.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15822.105469 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -15822.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15985.785156 Penalty: 1813.412231
	Iteration 3F: 3 clusters Score -15985.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16079.372070 Penalty: 1813.412231
	Iteration 4F: 3 clusters Score -16079.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16089.120117 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16089.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16100.794922 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16100.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16121.647461 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -16121.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16137.607422 Penalty: 1813.412231
	Iteration 8Q: 3 clusters Score -16137.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16145.565430 Penalty: 1813.412231
	Iteration 9Q: 3 clusters Score -16145.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16146.768555 Penalty: 1813.412231
	Iteration 10Q: 3 clusters Score -16146.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16148.175781 Penalty: 1813.412231
	Iteration 11F: 3 clusters Score -16148.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16162.625977 Penalty: 1813.412231
	Iteration 12Q: 3 clusters Score -16162.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16163.258789 Penalty: 1813.412231
	Iteration 13Q: 3 clusters Score -16163.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16170.603516 Penalty: 1813.412231
	Iteration 14Q: 3 clusters Score -16170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16176.478516 Penalty: 1813.412231
	Iteration 15Q: 3 clusters Score -16176.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16205.769531 Penalty: 1813.412231
	Iteration 16Q: 3 clusters Score -16205.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16219.487305 Penalty: 1813.412231
	Iteration 17Q: 3 clusters Score -16219.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16221.495117 Penalty: 1813.412231
	Iteration 18Q: 3 clusters Score -16221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16221.495117 Penalty: 1813.412231
	Iteration 19F: 3 clusters Score -16221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -112565.609375 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -112565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111312.281250 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -111312.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111570.632812 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -111570.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111685.906250 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -111685.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111749.875000 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -111749.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111802.414062 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -111802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111829.093750 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -111829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111840.851562 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -111840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111846.343750 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -111846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111851.242188 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -111851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111857.812500 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -111857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111861.187500 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -111861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111863.859375 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -111863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111867.148438 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -111867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111867.148438 Penalty: 2171.277832
	Iteration 13F: 3 clusters Score -111867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Entering Unmasked Estep 
Score: -7451727.500000 Penalty: 1776.481812
	Iteration 0F: 2 clusters Score -7451728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -7416530.000000 Penalty: 3552.963623
	Iteration 0F: 3 clusters Score -7416530 nChanged 26349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -7431357.500000 Penalty: 3552.963623
	Iteration 1F: 3 clusters Score -7431358 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7431784.000000 Penalty: 3552.963623
	Iteration 2Q: 3 clusters Score -7431784 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -7432311.000000 Penalty: 3552.963623
	Iteration 3Q: 3 clusters Score -7432311 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7433000.000000 Penalty: 3552.963623
	Iteration 4Q: 3 clusters Score -7433000 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -7434031.500000 Penalty: 3552.963623
	Iteration 5Q: 3 clusters Score -7434032 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7435816.000000 Penalty: 3552.963623
	Iteration 6F: 3 clusters Score -7435816 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -7438666.500000 Penalty: 3552.963623
	Iteration 7F: 3 clusters Score -7438666 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -7442325.000000 Penalty: 3552.963623
	Iteration 8F: 3 clusters Score -7442325 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -7445785.500000 Penalty: 3552.963623
	Iteration 9F: 3 clusters Score -7445786 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -7447498.000000 Penalty: 3552.963623
	Iteration 10Q: 3 clusters Score -7447498 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -7448182.500000 Penalty: 3552.963623
	Iteration 11Q: 3 clusters Score -7448182 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7448597.000000 Penalty: 3552.963623
	Iteration 12Q: 3 clusters Score -7448597 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -7448954.500000 Penalty: 3552.963623
	Iteration 13Q: 3 clusters Score -7448954 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -7449188.500000 Penalty: 3552.963623
	Iteration 14Q: 3 clusters Score -7449188 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -7449469.000000 Penalty: 3552.963623
	Iteration 15Q: 3 clusters Score -7449469 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7449721.500000 Penalty: 3552.963623
	Iteration 16Q: 3 clusters Score -7449722 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7449895.500000 Penalty: 3552.963623
	Iteration 17Q: 3 clusters Score -7449896 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7449999.000000 Penalty: 3552.963623
	Iteration 18Q: 3 clusters Score -7449999 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7450077.000000 Penalty: 3552.963623
	Iteration 19Q: 3 clusters Score -7450077 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7450146.000000 Penalty: 3552.963623
	Iteration 20F: 3 clusters Score -7450146 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7450213.500000 Penalty: 3552.963623
	Iteration 21Q: 3 clusters Score -7450214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7450229.500000 Penalty: 3552.963623
	Iteration 22Q: 3 clusters Score -7450230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7450217.500000 Penalty: 3552.963623
	Iteration 23Q: 3 clusters Score -7450218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7450249.000000 Penalty: 3552.963623
	Iteration 24Q: 3 clusters Score -7450249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7450256.000000 Penalty: 3552.963623
	Iteration 25Q: 3 clusters Score -7450256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7450259.500000 Penalty: 3552.963623
	Iteration 26Q: 3 clusters Score -7450260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7450266.500000 Penalty: 3552.963623
	Iteration 27Q: 3 clusters Score -7450266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7450272.500000 Penalty: 3552.963623
	Iteration 28Q: 3 clusters Score -7450272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7450285.500000 Penalty: 3552.963623
	Iteration 29Q: 3 clusters Score -7450286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7450281.500000 Penalty: 3552.963623
	Iteration 30Q: 3 clusters Score -7450282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7450283.000000 Penalty: 3552.963623
	Iteration 31Q: 3 clusters Score -7450283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7450278.500000 Penalty: 3552.963623
	Iteration 32Q: 3 clusters Score -7450278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7450278.500000 Penalty: 3552.963623
	Iteration 33F: 3 clusters Score -7450278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40624.226562 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40624.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40781.195312 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40781.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40841.820312 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40841.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40864.152344 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -40864.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40876.437500 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -40876.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40885.464844 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -40885.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40886.664062 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -40886.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40886.664062 Penalty: 1922.765625
	Iteration 7F: 3 clusters Score -40886.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35833.437500 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35833.44 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36233.960938 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -36233.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36424.121094 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36424.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36524.871094 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -36524.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36559.156250 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -36559.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36577.101562 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36580.175781 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36580.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36581.582031 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36581.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36584.531250 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36584.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36584.531250 Penalty: 1939.829956
	Iteration 9F: 3 clusters Score -36584.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50409.050781 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50409.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50646.550781 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50646.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50806.582031 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50806.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50930.832031 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -50930.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51000.195312 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -51000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51050.792969 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51050.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51056.050781 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51056.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51073.515625 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51073.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51077.878906 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51077.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51077.878906 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -51077.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7013.514160 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7013.514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7181.445801 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7181.446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7226.282227 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -7226.282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7239.714355 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7239.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7240.844238 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7240.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7240.844238 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -7240.844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46826.671875 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46826.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47026.925781 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47026.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47096.417969 Penalty: 1924.512939
	Iteration 2Q: 3 clusters Score -47096.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47116.566406 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47116.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47126.429688 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47126.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47131.394531 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47131.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47134.179688 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47134.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47137.703125 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47139.167969 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47139.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47139.167969 Penalty: 1924.512939
	Iteration 9F: 3 clusters Score -47139.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Entering Unmasked Estep 
Score: -1084813.875000 Penalty: 1466.440918
	Iteration 0F: 2 clusters Score -1084814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1078696.000000 Penalty: 2932.881836
	Iteration 0F: 3 clusters Score -1078696 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1080525.125000 Penalty: 2932.881836
	Iteration 1F: 3 clusters Score -1080525 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1080772.625000 Penalty: 2932.881836
	Iteration 2F: 3 clusters Score -1080773 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1080994.875000 Penalty: 2932.881836
	Iteration 3F: 3 clusters Score -1080995 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1081219.125000 Penalty: 2932.881836
	Iteration 4F: 3 clusters Score -1081219 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1081481.375000 Penalty: 2932.881836
	Iteration 5Q: 3 clusters Score -1081481 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1081831.750000 Penalty: 2932.881836
	Iteration 6F: 3 clusters Score -1081832 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1082217.125000 Penalty: 2932.881836
	Iteration 7F: 3 clusters Score -1082217 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1082630.125000 Penalty: 2932.881836
	Iteration 8F: 3 clusters Score -1082630 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1082936.250000 Penalty: 2932.881836
	Iteration 9F: 3 clusters Score -1082936 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1083155.125000 Penalty: 2932.881836
	Iteration 10Q: 3 clusters Score -1083155 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1083281.375000 Penalty: 2932.881836
	Iteration 11Q: 3 clusters Score -1083281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1083352.250000 Penalty: 2932.881836
	Iteration 12Q: 3 clusters Score -1083352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1083405.500000 Penalty: 2932.881836
	Iteration 13Q: 3 clusters Score -1083406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1083445.500000 Penalty: 2932.881836
	Iteration 14Q: 3 clusters Score -1083446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1083476.000000 Penalty: 2932.881836
	Iteration 15Q: 3 clusters Score -1083476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1083493.125000 Penalty: 2932.881836
	Iteration 16Q: 3 clusters Score -1083493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1083512.250000 Penalty: 2932.881836
	Iteration 17Q: 3 clusters Score -1083512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1083520.875000 Penalty: 2932.881836
	Iteration 18Q: 3 clusters Score -1083521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1083529.125000 Penalty: 2932.881836
	Iteration 19Q: 3 clusters Score -1083529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1083531.500000 Penalty: 2932.881836
	Iteration 20F: 3 clusters Score -1083532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1083535.875000 Penalty: 2932.881836
	Iteration 21Q: 3 clusters Score -1083536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1083537.250000 Penalty: 2932.881836
	Iteration 22Q: 3 clusters Score -1083537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1083541.000000 Penalty: 2932.881836
	Iteration 23Q: 3 clusters Score -1083541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1083547.125000 Penalty: 2932.881836
	Iteration 24Q: 3 clusters Score -1083547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1083550.000000 Penalty: 2932.881836
	Iteration 25Q: 3 clusters Score -1083550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1083553.125000 Penalty: 2932.881836
	Iteration 26Q: 3 clusters Score -1083553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1083557.375000 Penalty: 2932.881836
	Iteration 27Q: 3 clusters Score -1083557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1083557.875000 Penalty: 2932.881836
	Iteration 28Q: 3 clusters Score -1083558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1083562.375000 Penalty: 2932.881836
	Iteration 29Q: 3 clusters Score -1083562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1083565.125000 Penalty: 2932.881836
	Iteration 30Q: 3 clusters Score -1083565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1083568.250000 Penalty: 2932.881836
	Iteration 31Q: 3 clusters Score -1083568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1083571.000000 Penalty: 2932.881836
	Iteration 32Q: 3 clusters Score -1083571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1083578.375000 Penalty: 2932.881836
	Iteration 33Q: 3 clusters Score -1083578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1083580.500000 Penalty: 2932.881836
	Iteration 34Q: 3 clusters Score -1083580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1083582.250000 Penalty: 2932.881836
	Iteration 35Q: 3 clusters Score -1083582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1083583.000000 Penalty: 2932.881836
	Iteration 36Q: 3 clusters Score -1083583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1083584.750000 Penalty: 2932.881836
	Iteration 37Q: 3 clusters Score -1083585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1083584.500000 Penalty: 2932.881836
	Iteration 38Q: 3 clusters Score -1083584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1083587.000000 Penalty: 2932.881836
	Iteration 39Q: 3 clusters Score -1083587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1083590.500000 Penalty: 2932.881836
	Iteration 40F: 3 clusters Score -1083590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1083591.125000 Penalty: 2932.881836
	Iteration 41Q: 3 clusters Score -1083591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1083590.875000 Penalty: 2932.881836
	Iteration 42Q: 3 clusters Score -1083591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1083592.375000 Penalty: 2932.881836
	Iteration 43Q: 3 clusters Score -1083592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1083592.375000 Penalty: 2932.881836
	Iteration 44Q: 3 clusters Score -1083592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1083593.625000 Penalty: 2932.881836
	Iteration 45Q: 3 clusters Score -1083594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1083593.375000 Penalty: 2932.881836
	Iteration 46Q: 3 clusters Score -1083593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1083594.000000 Penalty: 2932.881836
	Iteration 47Q: 3 clusters Score -1083594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1083592.625000 Penalty: 2932.881836
	Iteration 48Q: 3 clusters Score -1083593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1083594.500000 Penalty: 2932.881836
	Iteration 49Q: 3 clusters Score -1083594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1083597.875000 Penalty: 2932.881836
	Iteration 50Q: 3 clusters Score -1083598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1083597.250000 Penalty: 2932.881836
	Iteration 51Q: 3 clusters Score -1083597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1083598.000000 Penalty: 2932.881836
	Iteration 52Q: 3 clusters Score -1083598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1083599.125000 Penalty: 2932.881836
	Iteration 53Q: 3 clusters Score -1083599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1083600.125000 Penalty: 2932.881836
	Iteration 54Q: 3 clusters Score -1083600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1083599.500000 Penalty: 2932.881836
	Iteration 55Q: 3 clusters Score -1083600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1083599.625000 Penalty: 2932.881836
	Iteration 56Q: 3 clusters Score -1083600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1083599.625000 Penalty: 2932.881836
	Iteration 57Q: 3 clusters Score -1083600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1083603.000000 Penalty: 2932.881836
	Iteration 58Q: 3 clusters Score -1083603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1083602.750000 Penalty: 2932.881836
	Iteration 59Q: 3 clusters Score -1083603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1083603.500000 Penalty: 2932.881836
	Iteration 60F: 3 clusters Score -1083604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1083604.000000 Penalty: 2932.881836
	Iteration 61Q: 3 clusters Score -1083604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1083603.375000 Penalty: 2932.881836
	Iteration 62Q: 3 clusters Score -1083603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1083605.125000 Penalty: 2932.881836
	Iteration 63Q: 3 clusters Score -1083605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1083605.500000 Penalty: 2932.881836
	Iteration 64Q: 3 clusters Score -1083606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1083604.250000 Penalty: 2932.881836
	Iteration 65Q: 3 clusters Score -1083604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1083607.000000 Penalty: 2932.881836
	Iteration 66Q: 3 clusters Score -1083607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1083609.375000 Penalty: 2932.881836
	Iteration 67Q: 3 clusters Score -1083609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1083612.875000 Penalty: 2932.881836
	Iteration 68Q: 3 clusters Score -1083613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1083611.000000 Penalty: 2932.881836
	Iteration 69Q: 3 clusters Score -1083611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1083615.250000 Penalty: 2932.881836
	Iteration 70Q: 3 clusters Score -1083615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1083614.250000 Penalty: 2932.881836
	Iteration 71Q: 3 clusters Score -1083614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1083614.125000 Penalty: 2932.881836
	Iteration 72Q: 3 clusters Score -1083614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1083614.000000 Penalty: 2932.881836
	Iteration 73Q: 3 clusters Score -1083614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1083614.000000 Penalty: 2932.881836
	Iteration 74F: 3 clusters Score -1083614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28784.333984 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28784.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28897.634766 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28897.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28931.238281 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -28931.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28965.146484 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -28965.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28987.839844 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -28987.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28994.091797 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -28994.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29016.527344 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -29016.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29019.689453 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29019.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29026.201172 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -29026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29027.046875 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -29027.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29032.435547 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -29032.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29032.435547 Penalty: 1853.729370
	Iteration 11F: 3 clusters Score -29032.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38481.992188 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38481.99 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39018.167969 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -39018.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39291.289062 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39291.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39386.335938 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39386.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39461.019531 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39461.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39495.070312 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39495.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39538.304688 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39538.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39585.722656 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39585.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39611.910156 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39611.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39614.328125 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39614.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39619.527344 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39619.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39625.917969 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39625.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39626.792969 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39626.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39626.792969 Penalty: 2041.736694
	Iteration 13F: 3 clusters Score -39626.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66522 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63701 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68951 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 56239 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48280 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49280 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24513 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61263 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55949 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
Score: -85973088.000000 Penalty: 98007.054688
Splitting cluster 45 changes total score from -85973984.000000 to -85973088.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66522 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63701 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68951 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 56239 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48280 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49280 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24513 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61263 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55949 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974160.000000 Penalty: 95829.117188
Iteration 439Q: 45 clusters Score -8.597416e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66357 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63633 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68910 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 47913 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17571 members 
Mstep: Class 13 contains 27369 members 
Mstep: Class 14 contains 56162 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48277 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 49143 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6211 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24507 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61461 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 55965 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974208.000000 Penalty: 95829.117188
Iteration 440F: 45 clusters Score -8.597421e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66164 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63590 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68882 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48193 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17574 members 
Mstep: Class 13 contains 27364 members 
Mstep: Class 14 contains 56064 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48256 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48977 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6216 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24504 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61672 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56013 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974480.000000 Penalty: 95829.117188
Iteration 441Q: 45 clusters Score -8.597448e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65957 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63547 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68858 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48503 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17579 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 55967 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48267 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48784 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 61858 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56057 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974520.000000 Penalty: 95829.117188
Iteration 442Q: 45 clusters Score -8.597452e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65742 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63525 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68825 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 48824 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17588 members 
Mstep: Class 13 contains 27360 members 
Mstep: Class 14 contains 55878 members 
Mstep: Class 15 contains 12154 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48276 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48561 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6229 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24508 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62054 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56076 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974400.000000 Penalty: 95829.117188
Iteration 443Q: 45 clusters Score -8.59744e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65497 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63473 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68790 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 49188 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17589 members 
Mstep: Class 13 contains 27360 members 
Mstep: Class 14 contains 55800 members 
Mstep: Class 15 contains 12164 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48336 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48326 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 24521 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62184 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56141 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974304.000000 Penalty: 95829.117188
Iteration 444Q: 45 clusters Score -8.59743e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65290 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63390 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68759 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 49591 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17596 members 
Mstep: Class 13 contains 27368 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 12175 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48383 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 48115 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 24527 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62289 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56189 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974408.000000 Penalty: 95829.117188
Iteration 445Q: 45 clusters Score -8.597441e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65056 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63301 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68711 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 50010 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17605 members 
Mstep: Class 13 contains 27373 members 
Mstep: Class 14 contains 55607 members 
Mstep: Class 15 contains 12182 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48480 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47922 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24532 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62351 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56240 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974512.000000 Penalty: 95829.117188
Iteration 446Q: 45 clusters Score -8.597451e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64817 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63237 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68661 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 50430 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 17608 members 
Mstep: Class 13 contains 27377 members 
Mstep: Class 14 contains 55496 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48542 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47733 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 9873 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62420 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56310 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974720.000000 Penalty: 95829.117188
Iteration 447Q: 45 clusters Score -8.597472e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64580 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63176 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68595 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 50844 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17614 members 
Mstep: Class 13 contains 27395 members 
Mstep: Class 14 contains 55427 members 
Mstep: Class 15 contains 12214 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47541 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 9873 members 
Mstep: Class 27 contains 24536 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62495 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56346 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974560.000000 Penalty: 95829.117188
Iteration 448Q: 45 clusters Score -8.597456e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64353 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63101 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68544 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 51258 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 27404 members 
Mstep: Class 14 contains 55322 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48653 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47368 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6228 members 
Mstep: Class 26 contains 9873 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62607 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56369 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974336.000000 Penalty: 95829.117188
Iteration 449Q: 45 clusters Score -8.597434e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64142 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63043 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68504 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 51695 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 12219 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48704 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 47160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 24552 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62712 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56336 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8313 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974368.000000 Penalty: 95829.117188
Iteration 450Q: 45 clusters Score -8.597437e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63923 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62989 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68471 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52094 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17656 members 
Mstep: Class 13 contains 27441 members 
Mstep: Class 14 contains 55097 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48738 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46971 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6242 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62859 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56309 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8316 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974480.000000 Penalty: 95829.117188
Iteration 451Q: 45 clusters Score -8.597448e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63698 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62939 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68436 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52542 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17659 members 
Mstep: Class 13 contains 27447 members 
Mstep: Class 14 contains 54967 members 
Mstep: Class 15 contains 12239 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48793 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46790 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 24571 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62985 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56267 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8317 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974472.000000 Penalty: 95829.117188
Iteration 452Q: 45 clusters Score -8.597447e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63489 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62887 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68395 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 52976 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17676 members 
Mstep: Class 13 contains 27450 members 
Mstep: Class 14 contains 54836 members 
Mstep: Class 15 contains 12251 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48836 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46611 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6252 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24570 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63116 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56238 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8318 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974520.000000 Penalty: 95829.117188
Iteration 453Q: 45 clusters Score -8.597452e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63276 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62857 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68356 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 53459 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 27462 members 
Mstep: Class 14 contains 54730 members 
Mstep: Class 15 contains 12258 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48877 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46407 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6251 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24569 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63201 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56191 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8319 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974344.000000 Penalty: 95829.117188
Iteration 454Q: 45 clusters Score -8.597434e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63043 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62835 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68322 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 53920 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17702 members 
Mstep: Class 13 contains 27467 members 
Mstep: Class 14 contains 54629 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48926 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46212 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 24571 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63315 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56122 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8322 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974080.000000 Penalty: 95829.117188
Iteration 455Q: 45 clusters Score -8.597408e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 62817 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62807 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68308 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54397 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 14 contains 54547 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48908 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 46005 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24580 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63394 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 797 members 
Mstep: Class 36 contains 56107 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8320 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973912.000000 Penalty: 95829.117188
Iteration 456Q: 45 clusters Score -8.597391e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 62554 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62756 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68290 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 54856 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17728 members 
Mstep: Class 13 contains 27497 members 
Mstep: Class 14 contains 54460 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48902 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45835 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6208 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24585 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63485 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56130 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8321 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973752.000000 Penalty: 95829.117188
Iteration 457Q: 45 clusters Score -8.597375e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 62296 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62712 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55322 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17736 members 
Mstep: Class 13 contains 27512 members 
Mstep: Class 14 contains 54372 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45668 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6196 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 24584 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63570 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56145 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8321 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973824.000000 Penalty: 95829.117188
Iteration 458Q: 45 clusters Score -8.597382e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 62052 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62709 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 55718 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 27527 members 
Mstep: Class 14 contains 54268 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48879 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45517 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6180 members 
Mstep: Class 26 contains 9865 members 
Mstep: Class 27 contains 24583 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63713 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56129 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8320 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973712.000000 Penalty: 95829.117188
Iteration 459Q: 45 clusters Score -8.597371e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 61822 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62691 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68212 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 56141 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17780 members 
Mstep: Class 13 contains 27536 members 
Mstep: Class 14 contains 54119 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48908 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45387 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 9864 members 
Mstep: Class 27 contains 24580 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63798 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56141 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8323 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973448.000000 Penalty: 95829.117188
Iteration 460F: 45 clusters Score -8.597345e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 61596 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62696 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68170 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 56571 members 
Mstep: Class 10 contains 4947 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17802 members 
Mstep: Class 13 contains 27557 members 
Mstep: Class 14 contains 53920 members 
Mstep: Class 15 contains 12318 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48926 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45249 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6142 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 24569 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63879 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56194 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8322 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973144.000000 Penalty: 95829.117188
Iteration 461Q: 45 clusters Score -8.597314e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 61369 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62682 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68127 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 56993 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 13 contains 27572 members 
Mstep: Class 14 contains 53703 members 
Mstep: Class 15 contains 12320 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 48935 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45124 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6127 members 
Mstep: Class 26 contains 9865 members 
Mstep: Class 27 contains 24562 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63953 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56313 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8320 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973032.000000 Penalty: 95829.117188
Iteration 462Q: 45 clusters Score -8.597303e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 61095 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62742 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68075 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 57438 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 27582 members 
Mstep: Class 14 contains 53476 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49044 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45019 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6115 members 
Mstep: Class 26 contains 9866 members 
Mstep: Class 27 contains 24565 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63930 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56385 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8319 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973032.000000 Penalty: 95829.117188
Iteration 463Q: 45 clusters Score -8.597303e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60853 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 68042 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 57812 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17827 members 
Mstep: Class 13 contains 27592 members 
Mstep: Class 14 contains 53213 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49136 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44919 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6085 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 24558 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64007 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56488 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8318 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972736.000000 Penalty: 95829.117188
Iteration 464Q: 45 clusters Score -8.597274e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60610 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62745 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67997 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 58206 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17838 members 
Mstep: Class 13 contains 27601 members 
Mstep: Class 14 contains 53031 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49249 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44830 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24546 members 
Mstep: Class 28 contains 3448 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64035 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56550 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8317 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972416.000000 Penalty: 95829.117188
Iteration 465Q: 45 clusters Score -8.597242e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60360 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67951 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 58579 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 17849 members 
Mstep: Class 13 contains 27602 members 
Mstep: Class 14 contains 52819 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49391 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44737 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24533 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64083 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56631 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972128.000000 Penalty: 95829.117188
Iteration 466Q: 45 clusters Score -8.597213e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60132 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62740 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67912 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 58951 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 17854 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 52652 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49574 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44648 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5986 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 24509 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64106 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56658 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8310 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972024.000000 Penalty: 95829.117188
Iteration 467Q: 45 clusters Score -8.597202e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59888 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67879 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 59258 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 52474 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 49795 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44599 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5937 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 24489 members 
Mstep: Class 28 contains 3442 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64107 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56682 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8312 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971624.000000 Penalty: 95829.117188
Iteration 468Q: 45 clusters Score -8.597162e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59619 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62756 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67821 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 59517 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 52342 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 50057 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44572 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5888 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24474 members 
Mstep: Class 28 contains 3442 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64137 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56653 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971888.000000 Penalty: 95829.117188
Iteration 469Q: 45 clusters Score -8.597189e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59361 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62786 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67777 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 59739 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17896 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 52190 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 50311 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44525 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24477 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64210 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56596 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8309 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971688.000000 Penalty: 95829.117188
Iteration 470Q: 45 clusters Score -8.597169e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59113 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62798 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67723 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 59942 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 12290 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 50525 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44481 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 24473 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64319 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56556 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971960.000000 Penalty: 95829.117188
Iteration 471Q: 45 clusters Score -8.597196e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58878 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62792 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67701 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60099 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 51935 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 50741 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44460 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 24473 members 
Mstep: Class 28 contains 3438 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64446 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56497 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972168.000000 Penalty: 95829.117188
Iteration 472Q: 45 clusters Score -8.597217e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 58632 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62809 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67684 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60269 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 27592 members 
Mstep: Class 14 contains 51855 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 50919 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44435 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 24471 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64530 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56441 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971816.000000 Penalty: 95829.117188
Iteration 473Q: 45 clusters Score -8.597182e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 58334 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62816 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67648 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60434 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 18017 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 51783 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51072 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44407 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 24472 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64634 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56436 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971776.000000 Penalty: 95829.117188
Iteration 474Q: 45 clusters Score -8.597178e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 58033 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62816 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67608 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60584 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 51753 members 
Mstep: Class 15 contains 12315 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51187 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44336 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 24463 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64823 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56433 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8302 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971400.000000 Penalty: 95829.117188
Iteration 475Q: 45 clusters Score -8.59714e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 57738 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62854 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67543 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60739 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18099 members 
Mstep: Class 13 contains 27584 members 
Mstep: Class 14 contains 51683 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51277 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44296 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5584 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 24470 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65002 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56435 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971640.000000 Penalty: 95829.117188
Iteration 476Q: 45 clusters Score -8.597164e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 57486 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62857 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67497 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 60928 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18130 members 
Mstep: Class 13 contains 27569 members 
Mstep: Class 14 contains 51592 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51387 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44260 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5542 members 
Mstep: Class 26 contains 9871 members 
Mstep: Class 27 contains 24466 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65143 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56449 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971528.000000 Penalty: 95829.117188
Iteration 477Q: 45 clusters Score -8.597153e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 57243 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67475 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61096 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18156 members 
Mstep: Class 13 contains 27551 members 
Mstep: Class 14 contains 51528 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51457 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44215 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 9875 members 
Mstep: Class 27 contains 24471 members 
Mstep: Class 28 contains 3438 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65305 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56477 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971368.000000 Penalty: 95829.117188
Iteration 478Q: 45 clusters Score -8.597137e+07 nChanged 2732
Entering ConstructFrom: 
Score: -85971368.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -64896.488281 Penalty: 1018.728149
	Iteration 0F: 2 clusters Score -64896.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63836.945312 Penalty: 2037.456299
	Iteration 0F: 3 clusters Score -63836.95 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64071.867188 Penalty: 2037.456299
	Iteration 1F: 3 clusters Score -64071.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64133.871094 Penalty: 2037.456299
	Iteration 2F: 3 clusters Score -64133.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64167.300781 Penalty: 2037.456299
	Iteration 3Q: 3 clusters Score -64167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64201.062500 Penalty: 2037.456299
	Iteration 4Q: 3 clusters Score -64201.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64228.390625 Penalty: 2037.456299
	Iteration 5Q: 3 clusters Score -64228.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64248.457031 Penalty: 2037.456299
	Iteration 6Q: 3 clusters Score -64248.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64252.648438 Penalty: 2037.456299
	Iteration 7Q: 3 clusters Score -64252.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64257.152344 Penalty: 2037.456299
	Iteration 8Q: 3 clusters Score -64257.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64257.628906 Penalty: 2037.456299
	Iteration 9Q: 3 clusters Score -64257.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64258.730469 Penalty: 2037.456299
	Iteration 10Q: 3 clusters Score -64258.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64259.171875 Penalty: 2037.456299
	Iteration 11Q: 3 clusters Score -64259.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64261.460938 Penalty: 2037.456299
	Iteration 12Q: 3 clusters Score -64261.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64274.691406 Penalty: 2037.456299
	Iteration 13Q: 3 clusters Score -64274.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64284.242188 Penalty: 2037.456299
	Iteration 14Q: 3 clusters Score -64284.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64315.281250 Penalty: 2037.456299
	Iteration 15Q: 3 clusters Score -64315.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64336.574219 Penalty: 2037.456299
	Iteration 16Q: 3 clusters Score -64336.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64376.730469 Penalty: 2037.456299
	Iteration 17Q: 3 clusters Score -64376.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64392.507812 Penalty: 2037.456299
	Iteration 18Q: 3 clusters Score -64392.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64405.074219 Penalty: 2037.456299
	Iteration 19Q: 3 clusters Score -64405.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64418.117188 Penalty: 2037.456299
	Iteration 20F: 3 clusters Score -64418.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64425.156250 Penalty: 2037.456299
	Iteration 21Q: 3 clusters Score -64425.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64430.242188 Penalty: 2037.456299
	Iteration 22Q: 3 clusters Score -64430.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64435.355469 Penalty: 2037.456299
	Iteration 23Q: 3 clusters Score -64435.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64438.121094 Penalty: 2037.456299
	Iteration 24Q: 3 clusters Score -64438.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64440.714844 Penalty: 2037.456299
	Iteration 25Q: 3 clusters Score -64440.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64451.382812 Penalty: 2037.456299
	Iteration 26Q: 3 clusters Score -64451.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64453.898438 Penalty: 2037.456299
	Iteration 27Q: 3 clusters Score -64453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64453.898438 Penalty: 2037.456299
	Iteration 28F: 3 clusters Score -64453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Entering Unmasked Estep 
Score: -7549717.500000 Penalty: 1779.568848
	Iteration 0F: 2 clusters Score -7549718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7513621.000000 Penalty: 3559.137695
	Iteration 0F: 3 clusters Score -7513621 nChanged 26873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7528924.000000 Penalty: 3559.137695
	Iteration 1F: 3 clusters Score -7528924 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -7529542.500000 Penalty: 3559.137695
	Iteration 2Q: 3 clusters Score -7529542 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -7530221.000000 Penalty: 3559.137695
	Iteration 3Q: 3 clusters Score -7530221 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -7531177.000000 Penalty: 3559.137695
	Iteration 4Q: 3 clusters Score -7531177 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -7532579.500000 Penalty: 3559.137695
	Iteration 5Q: 3 clusters Score -7532580 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -7534459.000000 Penalty: 3559.137695
	Iteration 6F: 3 clusters Score -7534459 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7536726.000000 Penalty: 3559.137695
	Iteration 7F: 3 clusters Score -7536726 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -7539291.000000 Penalty: 3559.137695
	Iteration 8F: 3 clusters Score -7539291 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -7541068.500000 Penalty: 3559.137695
	Iteration 9F: 3 clusters Score -7541068 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -7541874.500000 Penalty: 3559.137695
	Iteration 10Q: 3 clusters Score -7541874 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7542263.500000 Penalty: 3559.137695
	Iteration 11Q: 3 clusters Score -7542264 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7542550.500000 Penalty: 3559.137695
	Iteration 12Q: 3 clusters Score -7542550 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7542763.000000 Penalty: 3559.137695
	Iteration 13Q: 3 clusters Score -7542763 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -7542961.500000 Penalty: 3559.137695
	Iteration 14Q: 3 clusters Score -7542962 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7543301.000000 Penalty: 3559.137695
	Iteration 15Q: 3 clusters Score -7543301 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7543691.000000 Penalty: 3559.137695
	Iteration 16Q: 3 clusters Score -7543691 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7544017.500000 Penalty: 3559.137695
	Iteration 17Q: 3 clusters Score -7544018 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7544338.500000 Penalty: 3559.137695
	Iteration 18Q: 3 clusters Score -7544338 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7544661.500000 Penalty: 3559.137695
	Iteration 19Q: 3 clusters Score -7544662 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -7544870.000000 Penalty: 3559.137695
	Iteration 20F: 3 clusters Score -7544870 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7545078.500000 Penalty: 3559.137695
	Iteration 21Q: 3 clusters Score -7545078 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -7545289.000000 Penalty: 3559.137695
	Iteration 22Q: 3 clusters Score -7545289 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7545468.000000 Penalty: 3559.137695
	Iteration 23Q: 3 clusters Score -7545468 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7545631.000000 Penalty: 3559.137695
	Iteration 24Q: 3 clusters Score -7545631 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7545802.000000 Penalty: 3559.137695
	Iteration 25Q: 3 clusters Score -7545802 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -7545886.000000 Penalty: 3559.137695
	Iteration 26Q: 3 clusters Score -7545886 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -7545981.500000 Penalty: 3559.137695
	Iteration 27Q: 3 clusters Score -7545982 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -7546166.000000 Penalty: 3559.137695
	Iteration 28Q: 3 clusters Score -7546166 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -7546370.000000 Penalty: 3559.137695
	Iteration 29Q: 3 clusters Score -7546370 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -7546717.500000 Penalty: 3559.137695
	Iteration 30Q: 3 clusters Score -7546718 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -7546992.500000 Penalty: 3559.137695
	Iteration 31Q: 3 clusters Score -7546992 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -7547305.500000 Penalty: 3559.137695
	Iteration 32Q: 3 clusters Score -7547306 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -7547493.000000 Penalty: 3559.137695
	Iteration 33Q: 3 clusters Score -7547493 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7547540.000000 Penalty: 3559.137695
	Iteration 34Q: 3 clusters Score -7547540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -7547582.000000 Penalty: 3559.137695
	Iteration 35Q: 3 clusters Score -7547582 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -7547602.000000 Penalty: 3559.137695
	Iteration 36Q: 3 clusters Score -7547602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -7547617.500000 Penalty: 3559.137695
	Iteration 37Q: 3 clusters Score -7547618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7547617.000000 Penalty: 3559.137695
	Iteration 38Q: 3 clusters Score -7547617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7547622.000000 Penalty: 3559.137695
	Iteration 39Q: 3 clusters Score -7547622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7547917.500000 Penalty: 3559.137695
	Iteration 40F: 3 clusters Score -7547918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -7548028.500000 Penalty: 3559.137695
	Iteration 41Q: 3 clusters Score -7548028 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -7548095.500000 Penalty: 3559.137695
	Iteration 42Q: 3 clusters Score -7548096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -7548138.000000 Penalty: 3559.137695
	Iteration 43Q: 3 clusters Score -7548138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7548170.000000 Penalty: 3559.137695
	Iteration 44Q: 3 clusters Score -7548170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -7548198.000000 Penalty: 3559.137695
	Iteration 45Q: 3 clusters Score -7548198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -7548215.000000 Penalty: 3559.137695
	Iteration 46Q: 3 clusters Score -7548215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7548229.000000 Penalty: 3559.137695
	Iteration 47Q: 3 clusters Score -7548229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7548229.000000 Penalty: 3559.137695
	Iteration 48Q: 3 clusters Score -7548229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -7548232.500000 Penalty: 3559.137695
	Iteration 49Q: 3 clusters Score -7548232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7548238.000000 Penalty: 3559.137695
	Iteration 50Q: 3 clusters Score -7548238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7548239.000000 Penalty: 3559.137695
	Iteration 51Q: 3 clusters Score -7548239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7548249.500000 Penalty: 3559.137695
	Iteration 52Q: 3 clusters Score -7548250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -7548239.000000 Penalty: 3559.137695
	Iteration 53Q: 3 clusters Score -7548239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7548237.500000 Penalty: 3559.137695
	Iteration 54Q: 3 clusters Score -7548238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7548237.500000 Penalty: 3559.137695
	Iteration 55F: 3 clusters Score -7548238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -85078.718750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -85078.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83855.507812 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -83855.51 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84202.875000 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -84202.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84461.578125 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -84461.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84788.398438 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -84788.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85051.750000 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -85051.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85228.132812 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -85228.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85325.265625 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -85325.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85390.109375 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -85390.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85446.218750 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -85446.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85499.117188 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -85499.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85542.937500 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -85542.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85559.679688 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -85559.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85575.984375 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -85575.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85599.750000 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -85599.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85606.453125 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -85606.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85610.179688 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -85610.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85611.445312 Penalty: 2167.174072
	Iteration 16F: 3 clusters Score -85611.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85619.023438 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -85619.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85622.617188 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -85622.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85633.429688 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -85633.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85635.148438 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -85635.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 445 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970672.000000 Penalty: 98007.054688
Splitting cluster 3 changes total score from -85971368.000000 to -85970672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -70139.906250 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -70139.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69196.140625 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -69196.14 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69341.671875 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -69341.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69371.929688 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -69371.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69395.585938 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -69395.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69414.632812 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -69414.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69441.664062 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -69441.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69511.765625 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -69511.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69610.101562 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -69610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69684.515625 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -69684.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69701.421875 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -69701.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69711.101562 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -69711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69716.312500 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -69716.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69718.406250 Penalty: 1935.647095
	Iteration 12F: 3 clusters Score -69718.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69721.421875 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -69721.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69721.421875 Penalty: 1935.647095
	Iteration 14F: 3 clusters Score -69721.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Entering Unmasked Estep 
Score: -8362528.000000 Penalty: 1795.351196
	Iteration 0F: 2 clusters Score -8362528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -8320803.500000 Penalty: 3590.702393
	Iteration 0F: 3 clusters Score -8320804 nChanged 29664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -8337782.500000 Penalty: 3590.702393
	Iteration 1F: 3 clusters Score -8337782 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -8338459.000000 Penalty: 3590.702393
	Iteration 2Q: 3 clusters Score -8338459 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -8339342.500000 Penalty: 3590.702393
	Iteration 3Q: 3 clusters Score -8339342 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8340818.000000 Penalty: 3590.702393
	Iteration 4Q: 3 clusters Score -8340818 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -8343313.500000 Penalty: 3590.702393
	Iteration 5F: 3 clusters Score -8343314 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -8347477.000000 Penalty: 3590.702393
	Iteration 6F: 3 clusters Score -8347477 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -8352687.000000 Penalty: 3590.702393
	Iteration 7F: 3 clusters Score -8352687 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8357048.000000 Penalty: 3590.702393
	Iteration 8F: 3 clusters Score -8357048 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8359397.500000 Penalty: 3590.702393
	Iteration 9Q: 3 clusters Score -8359398 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8360406.500000 Penalty: 3590.702393
	Iteration 10Q: 3 clusters Score -8360406 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8360840.000000 Penalty: 3590.702393
	Iteration 11Q: 3 clusters Score -8360840 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8361035.000000 Penalty: 3590.702393
	Iteration 12Q: 3 clusters Score -8361035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8361115.500000 Penalty: 3590.702393
	Iteration 13Q: 3 clusters Score -8361116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8361181.500000 Penalty: 3590.702393
	Iteration 14Q: 3 clusters Score -8361182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8361189.500000 Penalty: 3590.702393
	Iteration 15Q: 3 clusters Score -8361190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8361193.500000 Penalty: 3590.702393
	Iteration 16Q: 3 clusters Score -8361194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8361209.000000 Penalty: 3590.702393
	Iteration 17Q: 3 clusters Score -8361209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8361217.500000 Penalty: 3590.702393
	Iteration 18Q: 3 clusters Score -8361218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8361215.500000 Penalty: 3590.702393
	Iteration 19Q: 3 clusters Score -8361216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8361217.500000 Penalty: 3590.702393
	Iteration 20F: 3 clusters Score -8361218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8361231.000000 Penalty: 3590.702393
	Iteration 21Q: 3 clusters Score -8361231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8361220.500000 Penalty: 3590.702393
	Iteration 22Q: 3 clusters Score -8361220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8361228.000000 Penalty: 3590.702393
	Iteration 23Q: 3 clusters Score -8361228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8361229.000000 Penalty: 3590.702393
	Iteration 24Q: 3 clusters Score -8361229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8361231.500000 Penalty: 3590.702393
	Iteration 25Q: 3 clusters Score -8361232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8361230.000000 Penalty: 3590.702393
	Iteration 26Q: 3 clusters Score -8361230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8361226.500000 Penalty: 3590.702393
	Iteration 27Q: 3 clusters Score -8361226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8361229.000000 Penalty: 3590.702393
	Iteration 28Q: 3 clusters Score -8361229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8361227.500000 Penalty: 3590.702393
	Iteration 29Q: 3 clusters Score -8361228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8361230.000000 Penalty: 3590.702393
	Iteration 30Q: 3 clusters Score -8361230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8361232.500000 Penalty: 3590.702393
	Iteration 31Q: 3 clusters Score -8361232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8361233.500000 Penalty: 3590.702393
	Iteration 32Q: 3 clusters Score -8361234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8361233.500000 Penalty: 3590.702393
	Iteration 33F: 3 clusters Score -8361234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17693.669922 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17693.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16878.083984 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16878.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17069.697266 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17069.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17157.375000 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17157.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17241.464844 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -17241.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17354.984375 Penalty: 1852.644165
	Iteration 4F: 3 clusters Score -17354.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17432.794922 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17432.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17502.263672 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17502.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17524.714844 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17524.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17526.505859 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17526.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17526.505859 Penalty: 1852.644165
	Iteration 9F: 3 clusters Score -17526.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Entering Unmasked Estep 
Score: -8906192.000000 Penalty: 1806.838867
	Iteration 0F: 2 clusters Score -8906192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8863860.000000 Penalty: 3613.677734
	Iteration 0F: 3 clusters Score -8863860 nChanged 32037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -8881990.000000 Penalty: 3613.677734
	Iteration 1F: 3 clusters Score -8881990 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -8882545.000000 Penalty: 3613.677734
	Iteration 2Q: 3 clusters Score -8882545 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -8883142.000000 Penalty: 3613.677734
	Iteration 3Q: 3 clusters Score -8883142 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -8883948.000000 Penalty: 3613.677734
	Iteration 4Q: 3 clusters Score -8883948 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -8885136.000000 Penalty: 3613.677734
	Iteration 5Q: 3 clusters Score -8885136 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -8886975.000000 Penalty: 3613.677734
	Iteration 6F: 3 clusters Score -8886975 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8889715.000000 Penalty: 3613.677734
	Iteration 7F: 3 clusters Score -8889715 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8893174.000000 Penalty: 3613.677734
	Iteration 8F: 3 clusters Score -8893174 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -8896531.000000 Penalty: 3613.677734
	Iteration 9F: 3 clusters Score -8896531 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -8899442.000000 Penalty: 3613.677734
	Iteration 10F: 3 clusters Score -8899442 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -8901601.000000 Penalty: 3613.677734
	Iteration 11Q: 3 clusters Score -8901601 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8902977.000000 Penalty: 3613.677734
	Iteration 12Q: 3 clusters Score -8902977 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8903738.000000 Penalty: 3613.677734
	Iteration 13Q: 3 clusters Score -8903738 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -8904230.000000 Penalty: 3613.677734
	Iteration 14Q: 3 clusters Score -8904230 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8904607.000000 Penalty: 3613.677734
	Iteration 15Q: 3 clusters Score -8904607 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8904821.000000 Penalty: 3613.677734
	Iteration 16Q: 3 clusters Score -8904821 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8904959.000000 Penalty: 3613.677734
	Iteration 17Q: 3 clusters Score -8904959 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8905101.000000 Penalty: 3613.677734
	Iteration 18Q: 3 clusters Score -8905101 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8905277.000000 Penalty: 3613.677734
	Iteration 19Q: 3 clusters Score -8905277 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8905422.000000 Penalty: 3613.677734
	Iteration 20F: 3 clusters Score -8905422 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8905538.000000 Penalty: 3613.677734
	Iteration 21Q: 3 clusters Score -8905538 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8905641.000000 Penalty: 3613.677734
	Iteration 22Q: 3 clusters Score -8905641 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8905767.000000 Penalty: 3613.677734
	Iteration 23Q: 3 clusters Score -8905767 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8905832.000000 Penalty: 3613.677734
	Iteration 24Q: 3 clusters Score -8905832 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8905917.000000 Penalty: 3613.677734
	Iteration 25Q: 3 clusters Score -8905917 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8905990.000000 Penalty: 3613.677734
	Iteration 26Q: 3 clusters Score -8905990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8906037.000000 Penalty: 3613.677734
	Iteration 27Q: 3 clusters Score -8906037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8906061.000000 Penalty: 3613.677734
	Iteration 28Q: 3 clusters Score -8906061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8906067.000000 Penalty: 3613.677734
	Iteration 29Q: 3 clusters Score -8906067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8906065.000000 Penalty: 3613.677734
	Iteration 30Q: 3 clusters Score -8906065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8906070.000000 Penalty: 3613.677734
	Iteration 31Q: 3 clusters Score -8906070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8906084.000000 Penalty: 3613.677734
	Iteration 32Q: 3 clusters Score -8906084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8906076.000000 Penalty: 3613.677734
	Iteration 33Q: 3 clusters Score -8906076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8906092.000000 Penalty: 3613.677734
	Iteration 34Q: 3 clusters Score -8906092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8906105.000000 Penalty: 3613.677734
	Iteration 35Q: 3 clusters Score -8906105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8906108.000000 Penalty: 3613.677734
	Iteration 36Q: 3 clusters Score -8906108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8906111.000000 Penalty: 3613.677734
	Iteration 37Q: 3 clusters Score -8906111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8906113.000000 Penalty: 3613.677734
	Iteration 38Q: 3 clusters Score -8906113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8906109.000000 Penalty: 3613.677734
	Iteration 39Q: 3 clusters Score -8906109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8906112.000000 Penalty: 3613.677734
	Iteration 40F: 3 clusters Score -8906112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8906114.000000 Penalty: 3613.677734
	Iteration 41Q: 3 clusters Score -8906114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8906115.000000 Penalty: 3613.677734
	Iteration 42Q: 3 clusters Score -8906115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8906111.000000 Penalty: 3613.677734
	Iteration 43Q: 3 clusters Score -8906111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8906112.000000 Penalty: 3613.677734
	Iteration 44Q: 3 clusters Score -8906112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8906110.000000 Penalty: 3613.677734
	Iteration 45Q: 3 clusters Score -8906110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8906114.000000 Penalty: 3613.677734
	Iteration 46Q: 3 clusters Score -8906114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8906119.000000 Penalty: 3613.677734
	Iteration 47Q: 3 clusters Score -8906119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8906112.000000 Penalty: 3613.677734
	Iteration 48Q: 3 clusters Score -8906112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8906111.000000 Penalty: 3613.677734
	Iteration 49Q: 3 clusters Score -8906111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8906114.000000 Penalty: 3613.677734
	Iteration 50Q: 3 clusters Score -8906114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8906121.000000 Penalty: 3613.677734
	Iteration 51Q: 3 clusters Score -8906121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8906114.000000 Penalty: 3613.677734
	Iteration 52Q: 3 clusters Score -8906114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8906106.000000 Penalty: 3613.677734
	Iteration 53Q: 3 clusters Score -8906106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8906114.000000 Penalty: 3613.677734
	Iteration 54Q: 3 clusters Score -8906114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8906110.000000 Penalty: 3613.677734
	Iteration 55Q: 3 clusters Score -8906110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8906110.000000 Penalty: 3613.677734
	Iteration 56F: 3 clusters Score -8906110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244959.171875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243123.703125 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -243123.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -243576.968750 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -243577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -243862.750000 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -243862.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -244111.312500 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -244111.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244247.437500 Penalty: 2400.603027
	Iteration 4F: 3 clusters Score -244247.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -244338.953125 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -244339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244415.437500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -244415.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -244466.375000 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -244466.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244521.187500 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -244521.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244580.812500 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -244580.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -244641.906250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -244641.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244690.781250 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -244690.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -244737.031250 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -244737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244772.781250 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -244772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -244806.015625 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -244806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -244829.859375 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -244829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244850.984375 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -244851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -244866.484375 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -244866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -244871.546875 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -244871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -244875.281250 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -244875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244878.734375 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -244878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -244883.859375 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -244883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -244885.578125 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -244885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -244888.109375 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -244888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244889.718750 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -244889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244889.718750 Penalty: 2400.603027
	Iteration 25F: 3 clusters Score -244889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Entering Unmasked Estep 
Score: -8135946.000000 Penalty: 1791.218384
	Iteration 0F: 2 clusters Score -8135946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8096019.500000 Penalty: 3582.436768
	Iteration 0F: 3 clusters Score -8096020 nChanged 28923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -8112300.500000 Penalty: 3582.436768
	Iteration 1F: 3 clusters Score -8112300 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -8112918.000000 Penalty: 3582.436768
	Iteration 2Q: 3 clusters Score -8112918 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -8113868.000000 Penalty: 3582.436768
	Iteration 3Q: 3 clusters Score -8113868 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -8115427.500000 Penalty: 3582.436768
	Iteration 4F: 3 clusters Score -8115428 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -8118049.500000 Penalty: 3582.436768
	Iteration 5F: 3 clusters Score -8118050 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -8121658.500000 Penalty: 3582.436768
	Iteration 6F: 3 clusters Score -8121658 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -8125540.500000 Penalty: 3582.436768
	Iteration 7F: 3 clusters Score -8125540 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -8128761.500000 Penalty: 3582.436768
	Iteration 8F: 3 clusters Score -8128762 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -8131306.500000 Penalty: 3582.436768
	Iteration 9Q: 3 clusters Score -8131306 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8133018.500000 Penalty: 3582.436768
	Iteration 10Q: 3 clusters Score -8133018 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8133928.500000 Penalty: 3582.436768
	Iteration 11Q: 3 clusters Score -8133928 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8134413.500000 Penalty: 3582.436768
	Iteration 12Q: 3 clusters Score -8134414 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -8134621.500000 Penalty: 3582.436768
	Iteration 13Q: 3 clusters Score -8134622 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8134708.000000 Penalty: 3582.436768
	Iteration 14Q: 3 clusters Score -8134708 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -8134743.000000 Penalty: 3582.436768
	Iteration 15Q: 3 clusters Score -8134743 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8134749.000000 Penalty: 3582.436768
	Iteration 16Q: 3 clusters Score -8134749 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8134730.000000 Penalty: 3582.436768
	Iteration 17Q: 3 clusters Score -8134730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8134770.000000 Penalty: 3582.436768
	Iteration 18Q: 3 clusters Score -8134770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8134781.500000 Penalty: 3582.436768
	Iteration 19Q: 3 clusters Score -8134782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8134803.500000 Penalty: 3582.436768
	Iteration 20F: 3 clusters Score -8134804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8134793.500000 Penalty: 3582.436768
	Iteration 21Q: 3 clusters Score -8134794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8134784.500000 Penalty: 3582.436768
	Iteration 22Q: 3 clusters Score -8134784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8134773.000000 Penalty: 3582.436768
	Iteration 23Q: 3 clusters Score -8134773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8134777.500000 Penalty: 3582.436768
	Iteration 24Q: 3 clusters Score -8134778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8134771.500000 Penalty: 3582.436768
	Iteration 25Q: 3 clusters Score -8134772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8134772.000000 Penalty: 3582.436768
	Iteration 26Q: 3 clusters Score -8134772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8134763.000000 Penalty: 3582.436768
	Iteration 27Q: 3 clusters Score -8134763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8134763.000000 Penalty: 3582.436768
	Iteration 28Q: 3 clusters Score -8134763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8134767.500000 Penalty: 3582.436768
	Iteration 29Q: 3 clusters Score -8134768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8134756.000000 Penalty: 3582.436768
	Iteration 30Q: 3 clusters Score -8134756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8134759.500000 Penalty: 3582.436768
	Iteration 31Q: 3 clusters Score -8134760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8134765.500000 Penalty: 3582.436768
	Iteration 32Q: 3 clusters Score -8134766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8134755.000000 Penalty: 3582.436768
	Iteration 33Q: 3 clusters Score -8134755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8134748.500000 Penalty: 3582.436768
	Iteration 34Q: 3 clusters Score -8134748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8134744.500000 Penalty: 3582.436768
	Iteration 35Q: 3 clusters Score -8134744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8134735.000000 Penalty: 3582.436768
	Iteration 36Q: 3 clusters Score -8134735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8134731.500000 Penalty: 3582.436768
	Iteration 37Q: 3 clusters Score -8134732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8134731.000000 Penalty: 3582.436768
	Iteration 38Q: 3 clusters Score -8134731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8134736.500000 Penalty: 3582.436768
	Iteration 39Q: 3 clusters Score -8134736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8134728.000000 Penalty: 3582.436768
	Iteration 40F: 3 clusters Score -8134728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8134727.000000 Penalty: 3582.436768
	Iteration 41Q: 3 clusters Score -8134727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8134724.000000 Penalty: 3582.436768
	Iteration 42Q: 3 clusters Score -8134724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8134719.000000 Penalty: 3582.436768
	Iteration 43Q: 3 clusters Score -8134719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8134729.000000 Penalty: 3582.436768
	Iteration 44Q: 3 clusters Score -8134729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8134735.000000 Penalty: 3582.436768
	Iteration 45Q: 3 clusters Score -8134735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8134738.500000 Penalty: 3582.436768
	Iteration 46Q: 3 clusters Score -8134738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8134751.500000 Penalty: 3582.436768
	Iteration 47Q: 3 clusters Score -8134752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8134748.000000 Penalty: 3582.436768
	Iteration 48Q: 3 clusters Score -8134748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8134755.000000 Penalty: 3582.436768
	Iteration 49Q: 3 clusters Score -8134755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8134746.000000 Penalty: 3582.436768
	Iteration 50Q: 3 clusters Score -8134746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8134746.500000 Penalty: 3582.436768
	Iteration 51Q: 3 clusters Score -8134746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8134748.000000 Penalty: 3582.436768
	Iteration 52Q: 3 clusters Score -8134748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8134743.500000 Penalty: 3582.436768
	Iteration 53Q: 3 clusters Score -8134744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8134738.500000 Penalty: 3582.436768
	Iteration 54Q: 3 clusters Score -8134738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8134736.500000 Penalty: 3582.436768
	Iteration 55Q: 3 clusters Score -8134736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8134739.000000 Penalty: 3582.436768
	Iteration 56Q: 3 clusters Score -8134739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8134728.500000 Penalty: 3582.436768
	Iteration 57Q: 3 clusters Score -8134728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8134731.500000 Penalty: 3582.436768
	Iteration 58Q: 3 clusters Score -8134732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8134735.500000 Penalty: 3582.436768
	Iteration 59Q: 3 clusters Score -8134736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8134736.000000 Penalty: 3582.436768
	Iteration 60F: 3 clusters Score -8134736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8134734.500000 Penalty: 3582.436768
	Iteration 61Q: 3 clusters Score -8134734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8134726.000000 Penalty: 3582.436768
	Iteration 62Q: 3 clusters Score -8134726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8134727.000000 Penalty: 3582.436768
	Iteration 63Q: 3 clusters Score -8134727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8134721.500000 Penalty: 3582.436768
	Iteration 64Q: 3 clusters Score -8134722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8134721.000000 Penalty: 3582.436768
	Iteration 65Q: 3 clusters Score -8134721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8134718.500000 Penalty: 3582.436768
	Iteration 66Q: 3 clusters Score -8134718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8134718.500000 Penalty: 3582.436768
	Iteration 67F: 3 clusters Score -8134718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -643002.437500 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -643002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -639085.937500 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -639085.9 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -640194.687500 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -640194.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -640456.562500 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -640456.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -640725.437500 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -640725.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -640981.375000 Penalty: 2764.887207
	Iteration 4F: 3 clusters Score -640981.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -641254.812500 Penalty: 2764.887207
	Iteration 5F: 3 clusters Score -641254.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -641501.750000 Penalty: 2764.887207
	Iteration 6F: 3 clusters Score -641501.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -641677.437500 Penalty: 2764.887207
	Iteration 7F: 3 clusters Score -641677.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -641794.625000 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -641794.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -641870.437500 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -641870.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -641919.625000 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -641919.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -641959.375000 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -641959.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -641994.125000 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -641994.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -642018.875000 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -642018.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -642035.687500 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -642035.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -642050.125000 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -642050.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -642058.125000 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -642058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -642066.937500 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -642066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -642073.250000 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -642073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -642080.312500 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -642080.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -642086.062500 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -642086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -642091.875000 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -642091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -642097.562500 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -642097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -642099.750000 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -642099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -642105.000000 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -642105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -642110.187500 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -642110.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -642114.187500 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -642114.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -642119.937500 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -642119.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -642123.312500 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -642123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -642129.687500 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -642129.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -642136.375000 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -642136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -642139.687500 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -642139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -642141.437500 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -642141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -642141.812500 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -642141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -642141.812500 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -642141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -642141.812500 Penalty: 2764.887207
	Iteration 35F: 3 clusters Score -642141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -103760.789062 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -103760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102479.335938 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -102479.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102801.812500 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -102801.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103015.070312 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -103015.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -103179.523438 Penalty: 2188.355469
	Iteration 3F: 3 clusters Score -103179.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103260.812500 Penalty: 2188.355469
	Iteration 4F: 3 clusters Score -103260.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103290.718750 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -103290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103306.601562 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -103306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -103318.148438 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -103318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -103321.460938 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -103321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103323.656250 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -103323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103323.656250 Penalty: 2188.355469
	Iteration 10F: 3 clusters Score -103323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Entering Unmasked Estep 
Score: -2251890.250000 Penalty: 1593.812622
	Iteration 0F: 2 clusters Score -2251890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2239449.250000 Penalty: 3187.625244
	Iteration 0F: 3 clusters Score -2239449 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2244282.500000 Penalty: 3187.625244
	Iteration 1F: 3 clusters Score -2244282 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2245023.750000 Penalty: 3187.625244
	Iteration 2F: 3 clusters Score -2245024 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2245792.500000 Penalty: 3187.625244
	Iteration 3F: 3 clusters Score -2245792 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2246670.000000 Penalty: 3187.625244
	Iteration 4F: 3 clusters Score -2246670 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2247622.500000 Penalty: 3187.625244
	Iteration 5F: 3 clusters Score -2247622 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2248506.500000 Penalty: 3187.625244
	Iteration 6F: 3 clusters Score -2248506 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2249138.750000 Penalty: 3187.625244
	Iteration 7F: 3 clusters Score -2249139 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2249512.500000 Penalty: 3187.625244
	Iteration 8Q: 3 clusters Score -2249512 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2249753.500000 Penalty: 3187.625244
	Iteration 9Q: 3 clusters Score -2249754 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2249907.250000 Penalty: 3187.625244
	Iteration 10Q: 3 clusters Score -2249907 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2250015.250000 Penalty: 3187.625244
	Iteration 11Q: 3 clusters Score -2250015 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2250063.750000 Penalty: 3187.625244
	Iteration 12Q: 3 clusters Score -2250064 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2250117.250000 Penalty: 3187.625244
	Iteration 13Q: 3 clusters Score -2250117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2250149.750000 Penalty: 3187.625244
	Iteration 14Q: 3 clusters Score -2250150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2250171.750000 Penalty: 3187.625244
	Iteration 15Q: 3 clusters Score -2250172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2250182.750000 Penalty: 3187.625244
	Iteration 16Q: 3 clusters Score -2250183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2250191.750000 Penalty: 3187.625244
	Iteration 17Q: 3 clusters Score -2250192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2250204.250000 Penalty: 3187.625244
	Iteration 18Q: 3 clusters Score -2250204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2250211.000000 Penalty: 3187.625244
	Iteration 19Q: 3 clusters Score -2250211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2250217.750000 Penalty: 3187.625244
	Iteration 20F: 3 clusters Score -2250218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2250223.250000 Penalty: 3187.625244
	Iteration 21Q: 3 clusters Score -2250223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2250235.750000 Penalty: 3187.625244
	Iteration 22Q: 3 clusters Score -2250236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2250239.750000 Penalty: 3187.625244
	Iteration 23Q: 3 clusters Score -2250240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2250236.250000 Penalty: 3187.625244
	Iteration 24Q: 3 clusters Score -2250236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2250242.250000 Penalty: 3187.625244
	Iteration 25Q: 3 clusters Score -2250242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2250243.250000 Penalty: 3187.625244
	Iteration 26Q: 3 clusters Score -2250243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2250252.750000 Penalty: 3187.625244
	Iteration 27Q: 3 clusters Score -2250253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2250254.000000 Penalty: 3187.625244
	Iteration 28Q: 3 clusters Score -2250254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2250257.500000 Penalty: 3187.625244
	Iteration 29Q: 3 clusters Score -2250258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2250259.500000 Penalty: 3187.625244
	Iteration 30Q: 3 clusters Score -2250260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2250263.750000 Penalty: 3187.625244
	Iteration 31Q: 3 clusters Score -2250264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2250266.250000 Penalty: 3187.625244
	Iteration 32Q: 3 clusters Score -2250266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2250264.250000 Penalty: 3187.625244
	Iteration 33Q: 3 clusters Score -2250264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2250270.250000 Penalty: 3187.625244
	Iteration 34Q: 3 clusters Score -2250270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2250276.250000 Penalty: 3187.625244
	Iteration 35Q: 3 clusters Score -2250276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2250286.000000 Penalty: 3187.625244
	Iteration 36Q: 3 clusters Score -2250286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2250288.750000 Penalty: 3187.625244
	Iteration 37Q: 3 clusters Score -2250289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2250295.750000 Penalty: 3187.625244
	Iteration 38Q: 3 clusters Score -2250296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2250298.750000 Penalty: 3187.625244
	Iteration 39Q: 3 clusters Score -2250299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2250299.750000 Penalty: 3187.625244
	Iteration 40F: 3 clusters Score -2250300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2250320.000000 Penalty: 3187.625244
	Iteration 41Q: 3 clusters Score -2250320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2250331.750000 Penalty: 3187.625244
	Iteration 42Q: 3 clusters Score -2250332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2250338.000000 Penalty: 3187.625244
	Iteration 43Q: 3 clusters Score -2250338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2250346.250000 Penalty: 3187.625244
	Iteration 44Q: 3 clusters Score -2250346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2250356.250000 Penalty: 3187.625244
	Iteration 45Q: 3 clusters Score -2250356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2250365.250000 Penalty: 3187.625244
	Iteration 46Q: 3 clusters Score -2250365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2250375.750000 Penalty: 3187.625244
	Iteration 47Q: 3 clusters Score -2250376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2250384.000000 Penalty: 3187.625244
	Iteration 48Q: 3 clusters Score -2250384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2250390.500000 Penalty: 3187.625244
	Iteration 49Q: 3 clusters Score -2250390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2250402.500000 Penalty: 3187.625244
	Iteration 50Q: 3 clusters Score -2250402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2250414.750000 Penalty: 3187.625244
	Iteration 51Q: 3 clusters Score -2250415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2250428.000000 Penalty: 3187.625244
	Iteration 52Q: 3 clusters Score -2250428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2250458.500000 Penalty: 3187.625244
	Iteration 53Q: 3 clusters Score -2250458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2250471.500000 Penalty: 3187.625244
	Iteration 54Q: 3 clusters Score -2250472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2250492.750000 Penalty: 3187.625244
	Iteration 55Q: 3 clusters Score -2250493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2250518.000000 Penalty: 3187.625244
	Iteration 56Q: 3 clusters Score -2250518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2250542.250000 Penalty: 3187.625244
	Iteration 57Q: 3 clusters Score -2250542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2250568.500000 Penalty: 3187.625244
	Iteration 58Q: 3 clusters Score -2250568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2250589.000000 Penalty: 3187.625244
	Iteration 59Q: 3 clusters Score -2250589 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2250607.250000 Penalty: 3187.625244
	Iteration 60F: 3 clusters Score -2250607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2250629.000000 Penalty: 3187.625244
	Iteration 61Q: 3 clusters Score -2250629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2250640.500000 Penalty: 3187.625244
	Iteration 62Q: 3 clusters Score -2250640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2250662.750000 Penalty: 3187.625244
	Iteration 63Q: 3 clusters Score -2250663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2250688.000000 Penalty: 3187.625244
	Iteration 64Q: 3 clusters Score -2250688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2250695.750000 Penalty: 3187.625244
	Iteration 65Q: 3 clusters Score -2250696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2250705.750000 Penalty: 3187.625244
	Iteration 66Q: 3 clusters Score -2250706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2250723.000000 Penalty: 3187.625244
	Iteration 67Q: 3 clusters Score -2250723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2250736.000000 Penalty: 3187.625244
	Iteration 68Q: 3 clusters Score -2250736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2250747.250000 Penalty: 3187.625244
	Iteration 69Q: 3 clusters Score -2250747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2250759.750000 Penalty: 3187.625244
	Iteration 70Q: 3 clusters Score -2250760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2250769.750000 Penalty: 3187.625244
	Iteration 71Q: 3 clusters Score -2250770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2250801.250000 Penalty: 3187.625244
	Iteration 72Q: 3 clusters Score -2250801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2250821.750000 Penalty: 3187.625244
	Iteration 73Q: 3 clusters Score -2250822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2250842.250000 Penalty: 3187.625244
	Iteration 74Q: 3 clusters Score -2250842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2250856.750000 Penalty: 3187.625244
	Iteration 75Q: 3 clusters Score -2250857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2250879.000000 Penalty: 3187.625244
	Iteration 76Q: 3 clusters Score -2250879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2250913.500000 Penalty: 3187.625244
	Iteration 77Q: 3 clusters Score -2250914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2250941.500000 Penalty: 3187.625244
	Iteration 78Q: 3 clusters Score -2250942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2250961.250000 Penalty: 3187.625244
	Iteration 79Q: 3 clusters Score -2250961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2250968.000000 Penalty: 3187.625244
	Iteration 80F: 3 clusters Score -2250968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2250983.500000 Penalty: 3187.625244
	Iteration 81Q: 3 clusters Score -2250984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2250987.500000 Penalty: 3187.625244
	Iteration 82Q: 3 clusters Score -2250988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2250996.750000 Penalty: 3187.625244
	Iteration 83Q: 3 clusters Score -2250997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2251005.750000 Penalty: 3187.625244
	Iteration 84Q: 3 clusters Score -2251006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2251017.000000 Penalty: 3187.625244
	Iteration 85Q: 3 clusters Score -2251017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2251030.000000 Penalty: 3187.625244
	Iteration 86Q: 3 clusters Score -2251030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2251032.250000 Penalty: 3187.625244
	Iteration 87Q: 3 clusters Score -2251032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2251033.500000 Penalty: 3187.625244
	Iteration 88Q: 3 clusters Score -2251034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2251036.750000 Penalty: 3187.625244
	Iteration 89Q: 3 clusters Score -2251037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2251036.250000 Penalty: 3187.625244
	Iteration 90Q: 3 clusters Score -2251036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2251034.250000 Penalty: 3187.625244
	Iteration 91Q: 3 clusters Score -2251034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2251035.250000 Penalty: 3187.625244
	Iteration 92Q: 3 clusters Score -2251035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2251035.500000 Penalty: 3187.625244
	Iteration 93Q: 3 clusters Score -2251036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2251040.750000 Penalty: 3187.625244
	Iteration 94Q: 3 clusters Score -2251041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2251037.000000 Penalty: 3187.625244
	Iteration 95Q: 3 clusters Score -2251037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2251037.750000 Penalty: 3187.625244
	Iteration 96Q: 3 clusters Score -2251038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2251037.250000 Penalty: 3187.625244
	Iteration 97Q: 3 clusters Score -2251037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2251035.000000 Penalty: 3187.625244
	Iteration 98Q: 3 clusters Score -2251035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2251038.000000 Penalty: 3187.625244
	Iteration 99Q: 3 clusters Score -2251038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2251038.000000 Penalty: 3187.625244
	Iteration 100F: 3 clusters Score -2251038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Entering Unmasked Estep 
Score: -3610114.000000 Penalty: 1661.325317
	Iteration 0F: 2 clusters Score -3610114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3591619.000000 Penalty: 3322.650635
	Iteration 0F: 3 clusters Score -3591619 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3598441.750000 Penalty: 3322.650635
	Iteration 1F: 3 clusters Score -3598442 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3598869.750000 Penalty: 3322.650635
	Iteration 2Q: 3 clusters Score -3598870 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3599240.000000 Penalty: 3322.650635
	Iteration 3Q: 3 clusters Score -3599240 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3599727.500000 Penalty: 3322.650635
	Iteration 4Q: 3 clusters Score -3599728 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3600264.000000 Penalty: 3322.650635
	Iteration 5Q: 3 clusters Score -3600264 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3600874.000000 Penalty: 3322.650635
	Iteration 6Q: 3 clusters Score -3600874 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3601600.750000 Penalty: 3322.650635
	Iteration 7Q: 3 clusters Score -3601601 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3602332.000000 Penalty: 3322.650635
	Iteration 8F: 3 clusters Score -3602332 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3602974.000000 Penalty: 3322.650635
	Iteration 9Q: 3 clusters Score -3602974 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3603636.000000 Penalty: 3322.650635
	Iteration 10Q: 3 clusters Score -3603636 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3604204.250000 Penalty: 3322.650635
	Iteration 11Q: 3 clusters Score -3604204 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3604666.000000 Penalty: 3322.650635
	Iteration 12Q: 3 clusters Score -3604666 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3604976.500000 Penalty: 3322.650635
	Iteration 13Q: 3 clusters Score -3604976 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3605168.250000 Penalty: 3322.650635
	Iteration 14Q: 3 clusters Score -3605168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3605277.500000 Penalty: 3322.650635
	Iteration 15Q: 3 clusters Score -3605278 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3605357.500000 Penalty: 3322.650635
	Iteration 16Q: 3 clusters Score -3605358 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3605436.500000 Penalty: 3322.650635
	Iteration 17Q: 3 clusters Score -3605436 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3605518.500000 Penalty: 3322.650635
	Iteration 18Q: 3 clusters Score -3605518 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3605605.500000 Penalty: 3322.650635
	Iteration 19Q: 3 clusters Score -3605606 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3605685.750000 Penalty: 3322.650635
	Iteration 20F: 3 clusters Score -3605686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3605736.500000 Penalty: 3322.650635
	Iteration 21Q: 3 clusters Score -3605736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3605806.500000 Penalty: 3322.650635
	Iteration 22Q: 3 clusters Score -3605806 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3605883.500000 Penalty: 3322.650635
	Iteration 23Q: 3 clusters Score -3605884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3605965.250000 Penalty: 3322.650635
	Iteration 24Q: 3 clusters Score -3605965 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3606051.750000 Penalty: 3322.650635
	Iteration 25Q: 3 clusters Score -3606052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3606100.500000 Penalty: 3322.650635
	Iteration 26Q: 3 clusters Score -3606100 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3606175.000000 Penalty: 3322.650635
	Iteration 27Q: 3 clusters Score -3606175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3606233.250000 Penalty: 3322.650635
	Iteration 28Q: 3 clusters Score -3606233 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3606285.500000 Penalty: 3322.650635
	Iteration 29Q: 3 clusters Score -3606286 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3606322.250000 Penalty: 3322.650635
	Iteration 30Q: 3 clusters Score -3606322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3606369.000000 Penalty: 3322.650635
	Iteration 31Q: 3 clusters Score -3606369 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3606402.250000 Penalty: 3322.650635
	Iteration 32Q: 3 clusters Score -3606402 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3606441.500000 Penalty: 3322.650635
	Iteration 33Q: 3 clusters Score -3606442 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3606452.250000 Penalty: 3322.650635
	Iteration 34Q: 3 clusters Score -3606452 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3606482.250000 Penalty: 3322.650635
	Iteration 35Q: 3 clusters Score -3606482 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3606507.250000 Penalty: 3322.650635
	Iteration 36Q: 3 clusters Score -3606507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3606527.500000 Penalty: 3322.650635
	Iteration 37Q: 3 clusters Score -3606528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3606548.000000 Penalty: 3322.650635
	Iteration 38Q: 3 clusters Score -3606548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3606585.250000 Penalty: 3322.650635
	Iteration 39Q: 3 clusters Score -3606585 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3606603.750000 Penalty: 3322.650635
	Iteration 40F: 3 clusters Score -3606604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3606614.000000 Penalty: 3322.650635
	Iteration 41Q: 3 clusters Score -3606614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3606619.250000 Penalty: 3322.650635
	Iteration 42Q: 3 clusters Score -3606619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3606626.000000 Penalty: 3322.650635
	Iteration 43Q: 3 clusters Score -3606626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3606658.250000 Penalty: 3322.650635
	Iteration 44Q: 3 clusters Score -3606658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3606665.000000 Penalty: 3322.650635
	Iteration 45Q: 3 clusters Score -3606665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3606685.750000 Penalty: 3322.650635
	Iteration 46Q: 3 clusters Score -3606686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3606695.000000 Penalty: 3322.650635
	Iteration 47Q: 3 clusters Score -3606695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3606709.000000 Penalty: 3322.650635
	Iteration 48Q: 3 clusters Score -3606709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3606699.750000 Penalty: 3322.650635
	Iteration 49Q: 3 clusters Score -3606700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3606716.250000 Penalty: 3322.650635
	Iteration 50Q: 3 clusters Score -3606716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3606737.000000 Penalty: 3322.650635
	Iteration 51Q: 3 clusters Score -3606737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3606739.500000 Penalty: 3322.650635
	Iteration 52Q: 3 clusters Score -3606740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3606735.500000 Penalty: 3322.650635
	Iteration 53Q: 3 clusters Score -3606736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3606749.000000 Penalty: 3322.650635
	Iteration 54Q: 3 clusters Score -3606749 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3606751.500000 Penalty: 3322.650635
	Iteration 55Q: 3 clusters Score -3606752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3606756.000000 Penalty: 3322.650635
	Iteration 56Q: 3 clusters Score -3606756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3606760.750000 Penalty: 3322.650635
	Iteration 57Q: 3 clusters Score -3606761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3606771.250000 Penalty: 3322.650635
	Iteration 58Q: 3 clusters Score -3606771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3606780.000000 Penalty: 3322.650635
	Iteration 59Q: 3 clusters Score -3606780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3606792.500000 Penalty: 3322.650635
	Iteration 60F: 3 clusters Score -3606792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3606802.500000 Penalty: 3322.650635
	Iteration 61Q: 3 clusters Score -3606802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3606801.250000 Penalty: 3322.650635
	Iteration 62Q: 3 clusters Score -3606801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3606806.000000 Penalty: 3322.650635
	Iteration 63Q: 3 clusters Score -3606806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3606816.000000 Penalty: 3322.650635
	Iteration 64Q: 3 clusters Score -3606816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3606835.250000 Penalty: 3322.650635
	Iteration 65Q: 3 clusters Score -3606835 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3606834.500000 Penalty: 3322.650635
	Iteration 66Q: 3 clusters Score -3606834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3606853.250000 Penalty: 3322.650635
	Iteration 67Q: 3 clusters Score -3606853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3606850.750000 Penalty: 3322.650635
	Iteration 68Q: 3 clusters Score -3606851 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3606865.250000 Penalty: 3322.650635
	Iteration 69Q: 3 clusters Score -3606865 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3606879.750000 Penalty: 3322.650635
	Iteration 70Q: 3 clusters Score -3606880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3606888.250000 Penalty: 3322.650635
	Iteration 71Q: 3 clusters Score -3606888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3606904.000000 Penalty: 3322.650635
	Iteration 72Q: 3 clusters Score -3606904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3606932.000000 Penalty: 3322.650635
	Iteration 73Q: 3 clusters Score -3606932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3606950.500000 Penalty: 3322.650635
	Iteration 74Q: 3 clusters Score -3606950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3606986.750000 Penalty: 3322.650635
	Iteration 75Q: 3 clusters Score -3606987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3607009.500000 Penalty: 3322.650635
	Iteration 76Q: 3 clusters Score -3607010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3607020.000000 Penalty: 3322.650635
	Iteration 77Q: 3 clusters Score -3607020 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3607041.000000 Penalty: 3322.650635
	Iteration 78Q: 3 clusters Score -3607041 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3607066.750000 Penalty: 3322.650635
	Iteration 79Q: 3 clusters Score -3607067 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3607089.000000 Penalty: 3322.650635
	Iteration 80F: 3 clusters Score -3607089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3607115.250000 Penalty: 3322.650635
	Iteration 81Q: 3 clusters Score -3607115 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3607145.750000 Penalty: 3322.650635
	Iteration 82Q: 3 clusters Score -3607146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3607170.750000 Penalty: 3322.650635
	Iteration 83Q: 3 clusters Score -3607171 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3607216.500000 Penalty: 3322.650635
	Iteration 84Q: 3 clusters Score -3607216 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3607250.500000 Penalty: 3322.650635
	Iteration 85Q: 3 clusters Score -3607250 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3607284.000000 Penalty: 3322.650635
	Iteration 86Q: 3 clusters Score -3607284 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3607320.500000 Penalty: 3322.650635
	Iteration 87Q: 3 clusters Score -3607320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3607367.250000 Penalty: 3322.650635
	Iteration 88Q: 3 clusters Score -3607367 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3607415.000000 Penalty: 3322.650635
	Iteration 89Q: 3 clusters Score -3607415 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3607460.750000 Penalty: 3322.650635
	Iteration 90Q: 3 clusters Score -3607461 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3607523.250000 Penalty: 3322.650635
	Iteration 91Q: 3 clusters Score -3607523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3607579.250000 Penalty: 3322.650635
	Iteration 92Q: 3 clusters Score -3607579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3607635.250000 Penalty: 3322.650635
	Iteration 93Q: 3 clusters Score -3607635 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3607711.250000 Penalty: 3322.650635
	Iteration 94Q: 3 clusters Score -3607711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3607793.250000 Penalty: 3322.650635
	Iteration 95Q: 3 clusters Score -3607793 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3607856.500000 Penalty: 3322.650635
	Iteration 96Q: 3 clusters Score -3607856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3607929.500000 Penalty: 3322.650635
	Iteration 97Q: 3 clusters Score -3607930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3607964.750000 Penalty: 3322.650635
	Iteration 98Q: 3 clusters Score -3607965 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3608032.000000 Penalty: 3322.650635
	Iteration 99Q: 3 clusters Score -3608032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3608091.750000 Penalty: 3322.650635
	Iteration 100F: 3 clusters Score -3608092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3608137.750000 Penalty: 3322.650635
	Iteration 101Q: 3 clusters Score -3608138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3608179.750000 Penalty: 3322.650635
	Iteration 102Q: 3 clusters Score -3608180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3608226.500000 Penalty: 3322.650635
	Iteration 103Q: 3 clusters Score -3608226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3608275.500000 Penalty: 3322.650635
	Iteration 104Q: 3 clusters Score -3608276 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3608317.750000 Penalty: 3322.650635
	Iteration 105Q: 3 clusters Score -3608318 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3608367.500000 Penalty: 3322.650635
	Iteration 106Q: 3 clusters Score -3608368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3608404.250000 Penalty: 3322.650635
	Iteration 107Q: 3 clusters Score -3608404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3608447.750000 Penalty: 3322.650635
	Iteration 108Q: 3 clusters Score -3608448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3608499.750000 Penalty: 3322.650635
	Iteration 109Q: 3 clusters Score -3608500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3608555.750000 Penalty: 3322.650635
	Iteration 110Q: 3 clusters Score -3608556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3608601.750000 Penalty: 3322.650635
	Iteration 111Q: 3 clusters Score -3608602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3608635.500000 Penalty: 3322.650635
	Iteration 112Q: 3 clusters Score -3608636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3608675.250000 Penalty: 3322.650635
	Iteration 113Q: 3 clusters Score -3608675 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3608703.750000 Penalty: 3322.650635
	Iteration 114Q: 3 clusters Score -3608704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3608740.000000 Penalty: 3322.650635
	Iteration 115Q: 3 clusters Score -3608740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3608778.500000 Penalty: 3322.650635
	Iteration 116Q: 3 clusters Score -3608778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3608811.250000 Penalty: 3322.650635
	Iteration 117Q: 3 clusters Score -3608811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3608822.250000 Penalty: 3322.650635
	Iteration 118Q: 3 clusters Score -3608822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3608837.000000 Penalty: 3322.650635
	Iteration 119Q: 3 clusters Score -3608837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3608858.750000 Penalty: 3322.650635
	Iteration 120F: 3 clusters Score -3608859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3608881.500000 Penalty: 3322.650635
	Iteration 121Q: 3 clusters Score -3608882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3608892.500000 Penalty: 3322.650635
	Iteration 122Q: 3 clusters Score -3608892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3608895.250000 Penalty: 3322.650635
	Iteration 123Q: 3 clusters Score -3608895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3608913.000000 Penalty: 3322.650635
	Iteration 124Q: 3 clusters Score -3608913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3608914.000000 Penalty: 3322.650635
	Iteration 125Q: 3 clusters Score -3608914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3608926.000000 Penalty: 3322.650635
	Iteration 126Q: 3 clusters Score -3608926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3608930.000000 Penalty: 3322.650635
	Iteration 127Q: 3 clusters Score -3608930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3608935.750000 Penalty: 3322.650635
	Iteration 128Q: 3 clusters Score -3608936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3608939.000000 Penalty: 3322.650635
	Iteration 129Q: 3 clusters Score -3608939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3608941.250000 Penalty: 3322.650635
	Iteration 130Q: 3 clusters Score -3608941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3608944.000000 Penalty: 3322.650635
	Iteration 131Q: 3 clusters Score -3608944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3608944.750000 Penalty: 3322.650635
	Iteration 132Q: 3 clusters Score -3608945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3608944.250000 Penalty: 3322.650635
	Iteration 133Q: 3 clusters Score -3608944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3608944.500000 Penalty: 3322.650635
	Iteration 134Q: 3 clusters Score -3608944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3608944.500000 Penalty: 3322.650635
	Iteration 135Q: 3 clusters Score -3608944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3608947.250000 Penalty: 3322.650635
	Iteration 136Q: 3 clusters Score -3608947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3608945.000000 Penalty: 3322.650635
	Iteration 137Q: 3 clusters Score -3608945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3608944.250000 Penalty: 3322.650635
	Iteration 138Q: 3 clusters Score -3608944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3608947.000000 Penalty: 3322.650635
	Iteration 139Q: 3 clusters Score -3608947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3608957.500000 Penalty: 3322.650635
	Iteration 140F: 3 clusters Score -3608958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3608958.500000 Penalty: 3322.650635
	Iteration 141Q: 3 clusters Score -3608958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3608958.250000 Penalty: 3322.650635
	Iteration 142Q: 3 clusters Score -3608958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3608954.750000 Penalty: 3322.650635
	Iteration 143Q: 3 clusters Score -3608955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3608957.750000 Penalty: 3322.650635
	Iteration 144Q: 3 clusters Score -3608958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3608960.000000 Penalty: 3322.650635
	Iteration 145Q: 3 clusters Score -3608960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3608958.500000 Penalty: 3322.650635
	Iteration 146Q: 3 clusters Score -3608958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3608962.750000 Penalty: 3322.650635
	Iteration 147Q: 3 clusters Score -3608963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3608965.750000 Penalty: 3322.650635
	Iteration 148Q: 3 clusters Score -3608966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3608968.000000 Penalty: 3322.650635
	Iteration 149Q: 3 clusters Score -3608968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3608966.000000 Penalty: 3322.650635
	Iteration 150Q: 3 clusters Score -3608966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3608965.250000 Penalty: 3322.650635
	Iteration 151Q: 3 clusters Score -3608965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3608965.250000 Penalty: 3322.650635
	Iteration 152F: 3 clusters Score -3608965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Entering Unmasked Estep 
Score: -6835278.000000 Penalty: 1763.001587
	Iteration 0F: 2 clusters Score -6835278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6801824.000000 Penalty: 3526.003174
	Iteration 0F: 3 clusters Score -6801824 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -6815959.500000 Penalty: 3526.003174
	Iteration 1F: 3 clusters Score -6815960 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6817366.500000 Penalty: 3526.003174
	Iteration 2F: 3 clusters Score -6817366 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -6819470.500000 Penalty: 3526.003174
	Iteration 3F: 3 clusters Score -6819470 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6822460.000000 Penalty: 3526.003174
	Iteration 4F: 3 clusters Score -6822460 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -6825804.500000 Penalty: 3526.003174
	Iteration 5F: 3 clusters Score -6825804 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -6828841.000000 Penalty: 3526.003174
	Iteration 6F: 3 clusters Score -6828841 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -6830740.500000 Penalty: 3526.003174
	Iteration 7F: 3 clusters Score -6830740 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -6831793.000000 Penalty: 3526.003174
	Iteration 8Q: 3 clusters Score -6831793 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -6832354.000000 Penalty: 3526.003174
	Iteration 9Q: 3 clusters Score -6832354 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6832743.500000 Penalty: 3526.003174
	Iteration 10Q: 3 clusters Score -6832744 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -6833039.500000 Penalty: 3526.003174
	Iteration 11Q: 3 clusters Score -6833040 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -6833316.500000 Penalty: 3526.003174
	Iteration 12Q: 3 clusters Score -6833316 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -6833566.000000 Penalty: 3526.003174
	Iteration 13Q: 3 clusters Score -6833566 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6833760.500000 Penalty: 3526.003174
	Iteration 14Q: 3 clusters Score -6833760 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6833908.500000 Penalty: 3526.003174
	Iteration 15Q: 3 clusters Score -6833908 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -6834046.500000 Penalty: 3526.003174
	Iteration 16Q: 3 clusters Score -6834046 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6834140.500000 Penalty: 3526.003174
	Iteration 17Q: 3 clusters Score -6834140 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6834239.500000 Penalty: 3526.003174
	Iteration 18Q: 3 clusters Score -6834240 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6834272.500000 Penalty: 3526.003174
	Iteration 19Q: 3 clusters Score -6834272 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6834313.000000 Penalty: 3526.003174
	Iteration 20F: 3 clusters Score -6834313 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -6834327.000000 Penalty: 3526.003174
	Iteration 21Q: 3 clusters Score -6834327 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -6834370.500000 Penalty: 3526.003174
	Iteration 22Q: 3 clusters Score -6834370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6834393.500000 Penalty: 3526.003174
	Iteration 23Q: 3 clusters Score -6834394 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6834390.000000 Penalty: 3526.003174
	Iteration 24Q: 3 clusters Score -6834390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6834427.000000 Penalty: 3526.003174
	Iteration 25Q: 3 clusters Score -6834427 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6834428.500000 Penalty: 3526.003174
	Iteration 26Q: 3 clusters Score -6834428 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6834446.000000 Penalty: 3526.003174
	Iteration 27Q: 3 clusters Score -6834446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6834442.500000 Penalty: 3526.003174
	Iteration 28Q: 3 clusters Score -6834442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6834467.000000 Penalty: 3526.003174
	Iteration 29Q: 3 clusters Score -6834467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6834491.500000 Penalty: 3526.003174
	Iteration 30Q: 3 clusters Score -6834492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6834487.500000 Penalty: 3526.003174
	Iteration 31Q: 3 clusters Score -6834488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6834500.000000 Penalty: 3526.003174
	Iteration 32Q: 3 clusters Score -6834500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6834499.500000 Penalty: 3526.003174
	Iteration 33Q: 3 clusters Score -6834500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6834500.000000 Penalty: 3526.003174
	Iteration 34Q: 3 clusters Score -6834500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6834500.000000 Penalty: 3526.003174
	Iteration 35Q: 3 clusters Score -6834500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6834514.000000 Penalty: 3526.003174
	Iteration 36Q: 3 clusters Score -6834514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6834495.500000 Penalty: 3526.003174
	Iteration 37Q: 3 clusters Score -6834496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6834500.000000 Penalty: 3526.003174
	Iteration 38Q: 3 clusters Score -6834500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6834506.000000 Penalty: 3526.003174
	Iteration 39Q: 3 clusters Score -6834506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6834503.500000 Penalty: 3526.003174
	Iteration 40F: 3 clusters Score -6834504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6834520.500000 Penalty: 3526.003174
	Iteration 41Q: 3 clusters Score -6834520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6834516.000000 Penalty: 3526.003174
	Iteration 42Q: 3 clusters Score -6834516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6834506.500000 Penalty: 3526.003174
	Iteration 43Q: 3 clusters Score -6834506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6834513.500000 Penalty: 3526.003174
	Iteration 44Q: 3 clusters Score -6834514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6834503.000000 Penalty: 3526.003174
	Iteration 45Q: 3 clusters Score -6834503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6834507.500000 Penalty: 3526.003174
	Iteration 46Q: 3 clusters Score -6834508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6834506.000000 Penalty: 3526.003174
	Iteration 47Q: 3 clusters Score -6834506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6834510.500000 Penalty: 3526.003174
	Iteration 48Q: 3 clusters Score -6834510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6834512.000000 Penalty: 3526.003174
	Iteration 49Q: 3 clusters Score -6834512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6834504.000000 Penalty: 3526.003174
	Iteration 50Q: 3 clusters Score -6834504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6834510.000000 Penalty: 3526.003174
	Iteration 51Q: 3 clusters Score -6834510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6834503.000000 Penalty: 3526.003174
	Iteration 52Q: 3 clusters Score -6834503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6834506.000000 Penalty: 3526.003174
	Iteration 53Q: 3 clusters Score -6834506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6834498.500000 Penalty: 3526.003174
	Iteration 54Q: 3 clusters Score -6834498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6834504.000000 Penalty: 3526.003174
	Iteration 55Q: 3 clusters Score -6834504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6834505.500000 Penalty: 3526.003174
	Iteration 56Q: 3 clusters Score -6834506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6834500.500000 Penalty: 3526.003174
	Iteration 57Q: 3 clusters Score -6834500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6834504.000000 Penalty: 3526.003174
	Iteration 58Q: 3 clusters Score -6834504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6834500.500000 Penalty: 3526.003174
	Iteration 59Q: 3 clusters Score -6834500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6834500.500000 Penalty: 3526.003174
	Iteration 60F: 3 clusters Score -6834500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -1579355.125000 Penalty: 1530.452148
	Iteration 0F: 2 clusters Score -1579355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1570750.375000 Penalty: 3060.904297
	Iteration 0F: 3 clusters Score -1570750 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1573878.375000 Penalty: 3060.904297
	Iteration 1F: 3 clusters Score -1573878 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1574290.000000 Penalty: 3060.904297
	Iteration 2F: 3 clusters Score -1574290 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1574704.750000 Penalty: 3060.904297
	Iteration 3F: 3 clusters Score -1574705 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1575173.250000 Penalty: 3060.904297
	Iteration 4F: 3 clusters Score -1575173 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1575700.375000 Penalty: 3060.904297
	Iteration 5F: 3 clusters Score -1575700 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1576282.750000 Penalty: 3060.904297
	Iteration 6F: 3 clusters Score -1576283 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1576857.000000 Penalty: 3060.904297
	Iteration 7F: 3 clusters Score -1576857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1577293.750000 Penalty: 3060.904297
	Iteration 8Q: 3 clusters Score -1577294 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1577655.250000 Penalty: 3060.904297
	Iteration 9Q: 3 clusters Score -1577655 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1577902.875000 Penalty: 3060.904297
	Iteration 10Q: 3 clusters Score -1577903 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1578086.125000 Penalty: 3060.904297
	Iteration 11Q: 3 clusters Score -1578086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1578197.625000 Penalty: 3060.904297
	Iteration 12Q: 3 clusters Score -1578198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1578264.125000 Penalty: 3060.904297
	Iteration 13Q: 3 clusters Score -1578264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1578296.750000 Penalty: 3060.904297
	Iteration 14Q: 3 clusters Score -1578297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1578306.000000 Penalty: 3060.904297
	Iteration 15Q: 3 clusters Score -1578306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1578320.625000 Penalty: 3060.904297
	Iteration 16Q: 3 clusters Score -1578321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1578329.750000 Penalty: 3060.904297
	Iteration 17Q: 3 clusters Score -1578330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1578334.375000 Penalty: 3060.904297
	Iteration 18Q: 3 clusters Score -1578334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1578338.000000 Penalty: 3060.904297
	Iteration 19Q: 3 clusters Score -1578338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1578345.500000 Penalty: 3060.904297
	Iteration 20F: 3 clusters Score -1578346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1578345.875000 Penalty: 3060.904297
	Iteration 21Q: 3 clusters Score -1578346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1578346.375000 Penalty: 3060.904297
	Iteration 22Q: 3 clusters Score -1578346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1578346.750000 Penalty: 3060.904297
	Iteration 23Q: 3 clusters Score -1578347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1578348.625000 Penalty: 3060.904297
	Iteration 24Q: 3 clusters Score -1578349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1578353.875000 Penalty: 3060.904297
	Iteration 25Q: 3 clusters Score -1578354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1578353.375000 Penalty: 3060.904297
	Iteration 26Q: 3 clusters Score -1578353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1578353.375000 Penalty: 3060.904297
	Iteration 27F: 3 clusters Score -1578353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -66924.515625 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -66924.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65813.414062 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -65813.41 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66044.882812 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66044.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66109.289062 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66109.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66152.023438 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66152.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66193.929688 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66193.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66211.289062 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66211.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66240.460938 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66240.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66256.585938 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66256.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66262.234375 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66262.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66271.679688 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66271.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66284.015625 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66284.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66301.296875 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66325.226562 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66325.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66337.296875 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66353.328125 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66353.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66367.585938 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -66367.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66370.195312 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -66370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66370.195312 Penalty: 2075.735840
	Iteration 17F: 3 clusters Score -66370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Entering Unmasked Estep 
Score: -6893533.000000 Penalty: 1763.083496
	Iteration 0F: 2 clusters Score -6893533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6860301.500000 Penalty: 3526.166992
	Iteration 0F: 3 clusters Score -6860302 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6874543.500000 Penalty: 3526.166992
	Iteration 1F: 3 clusters Score -6874544 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -6875384.500000 Penalty: 3526.166992
	Iteration 2Q: 3 clusters Score -6875384 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6876599.500000 Penalty: 3526.166992
	Iteration 3F: 3 clusters Score -6876600 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6878318.500000 Penalty: 3526.166992
	Iteration 4F: 3 clusters Score -6878318 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -6880804.500000 Penalty: 3526.166992
	Iteration 5F: 3 clusters Score -6880804 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6883834.500000 Penalty: 3526.166992
	Iteration 6F: 3 clusters Score -6883834 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6886157.000000 Penalty: 3526.166992
	Iteration 7F: 3 clusters Score -6886157 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6887113.500000 Penalty: 3526.166992
	Iteration 8Q: 3 clusters Score -6887114 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -6887472.500000 Penalty: 3526.166992
	Iteration 9Q: 3 clusters Score -6887472 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6887730.500000 Penalty: 3526.166992
	Iteration 10Q: 3 clusters Score -6887730 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -6887983.000000 Penalty: 3526.166992
	Iteration 11Q: 3 clusters Score -6887983 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -6888122.500000 Penalty: 3526.166992
	Iteration 12Q: 3 clusters Score -6888122 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -6888292.500000 Penalty: 3526.166992
	Iteration 13Q: 3 clusters Score -6888292 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6888452.500000 Penalty: 3526.166992
	Iteration 14Q: 3 clusters Score -6888452 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -6888574.500000 Penalty: 3526.166992
	Iteration 15Q: 3 clusters Score -6888574 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -6888741.000000 Penalty: 3526.166992
	Iteration 16Q: 3 clusters Score -6888741 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -6888852.000000 Penalty: 3526.166992
	Iteration 17Q: 3 clusters Score -6888852 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -6888960.000000 Penalty: 3526.166992
	Iteration 18Q: 3 clusters Score -6888960 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6889061.500000 Penalty: 3526.166992
	Iteration 19Q: 3 clusters Score -6889062 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -6889182.000000 Penalty: 3526.166992
	Iteration 20F: 3 clusters Score -6889182 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6889258.000000 Penalty: 3526.166992
	Iteration 21Q: 3 clusters Score -6889258 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6889335.500000 Penalty: 3526.166992
	Iteration 22Q: 3 clusters Score -6889336 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -6889406.000000 Penalty: 3526.166992
	Iteration 23Q: 3 clusters Score -6889406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -6889467.500000 Penalty: 3526.166992
	Iteration 24Q: 3 clusters Score -6889468 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -6889537.000000 Penalty: 3526.166992
	Iteration 25Q: 3 clusters Score -6889537 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -6889579.000000 Penalty: 3526.166992
	Iteration 26Q: 3 clusters Score -6889579 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -6889623.500000 Penalty: 3526.166992
	Iteration 27Q: 3 clusters Score -6889624 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6889681.500000 Penalty: 3526.166992
	Iteration 28Q: 3 clusters Score -6889682 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -6889697.500000 Penalty: 3526.166992
	Iteration 29Q: 3 clusters Score -6889698 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6889700.000000 Penalty: 3526.166992
	Iteration 30Q: 3 clusters Score -6889700 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -6889756.500000 Penalty: 3526.166992
	Iteration 31Q: 3 clusters Score -6889756 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -6889788.000000 Penalty: 3526.166992
	Iteration 32Q: 3 clusters Score -6889788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -6889802.000000 Penalty: 3526.166992
	Iteration 33Q: 3 clusters Score -6889802 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6889813.000000 Penalty: 3526.166992
	Iteration 34Q: 3 clusters Score -6889813 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -6889863.500000 Penalty: 3526.166992
	Iteration 35Q: 3 clusters Score -6889864 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6889880.000000 Penalty: 3526.166992
	Iteration 36Q: 3 clusters Score -6889880 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6889873.500000 Penalty: 3526.166992
	Iteration 37Q: 3 clusters Score -6889874 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -6889888.000000 Penalty: 3526.166992
	Iteration 38Q: 3 clusters Score -6889888 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -6889879.000000 Penalty: 3526.166992
	Iteration 39Q: 3 clusters Score -6889879 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6889895.000000 Penalty: 3526.166992
	Iteration 40F: 3 clusters Score -6889895 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6889886.000000 Penalty: 3526.166992
	Iteration 41Q: 3 clusters Score -6889886 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6889902.000000 Penalty: 3526.166992
	Iteration 42Q: 3 clusters Score -6889902 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6889874.000000 Penalty: 3526.166992
	Iteration 43Q: 3 clusters Score -6889874 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -6889890.500000 Penalty: 3526.166992
	Iteration 44Q: 3 clusters Score -6889890 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -6889868.500000 Penalty: 3526.166992
	Iteration 45Q: 3 clusters Score -6889868 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6889846.000000 Penalty: 3526.166992
	Iteration 46Q: 3 clusters Score -6889846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -6889854.500000 Penalty: 3526.166992
	Iteration 47Q: 3 clusters Score -6889854 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6889830.000000 Penalty: 3526.166992
	Iteration 48Q: 3 clusters Score -6889830 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6889892.000000 Penalty: 3526.166992
	Iteration 49Q: 3 clusters Score -6889892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -6889873.500000 Penalty: 3526.166992
	Iteration 50Q: 3 clusters Score -6889874 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -6889888.500000 Penalty: 3526.166992
	Iteration 51Q: 3 clusters Score -6889888 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6889936.000000 Penalty: 3526.166992
	Iteration 52Q: 3 clusters Score -6889936 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6889998.500000 Penalty: 3526.166992
	Iteration 53Q: 3 clusters Score -6889998 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6890001.500000 Penalty: 3526.166992
	Iteration 54Q: 3 clusters Score -6890002 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -6890039.500000 Penalty: 3526.166992
	Iteration 55Q: 3 clusters Score -6890040 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -6890057.000000 Penalty: 3526.166992
	Iteration 56Q: 3 clusters Score -6890057 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6890044.500000 Penalty: 3526.166992
	Iteration 57Q: 3 clusters Score -6890044 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -6890057.000000 Penalty: 3526.166992
	Iteration 58Q: 3 clusters Score -6890057 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6890073.500000 Penalty: 3526.166992
	Iteration 59Q: 3 clusters Score -6890074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6890081.000000 Penalty: 3526.166992
	Iteration 60F: 3 clusters Score -6890081 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6890087.000000 Penalty: 3526.166992
	Iteration 61Q: 3 clusters Score -6890087 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -6890083.500000 Penalty: 3526.166992
	Iteration 62Q: 3 clusters Score -6890084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6890100.500000 Penalty: 3526.166992
	Iteration 63Q: 3 clusters Score -6890100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -6890094.000000 Penalty: 3526.166992
	Iteration 64Q: 3 clusters Score -6890094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -6890102.000000 Penalty: 3526.166992
	Iteration 65Q: 3 clusters Score -6890102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6890094.000000 Penalty: 3526.166992
	Iteration 66Q: 3 clusters Score -6890094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6890098.000000 Penalty: 3526.166992
	Iteration 67Q: 3 clusters Score -6890098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6890111.000000 Penalty: 3526.166992
	Iteration 68Q: 3 clusters Score -6890111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -6890125.000000 Penalty: 3526.166992
	Iteration 69Q: 3 clusters Score -6890125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -6890115.500000 Penalty: 3526.166992
	Iteration 70Q: 3 clusters Score -6890116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -6890120.500000 Penalty: 3526.166992
	Iteration 71Q: 3 clusters Score -6890120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6890130.500000 Penalty: 3526.166992
	Iteration 72Q: 3 clusters Score -6890130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -6890127.500000 Penalty: 3526.166992
	Iteration 73Q: 3 clusters Score -6890128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -6890122.500000 Penalty: 3526.166992
	Iteration 74Q: 3 clusters Score -6890122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6890113.000000 Penalty: 3526.166992
	Iteration 75Q: 3 clusters Score -6890113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6890117.500000 Penalty: 3526.166992
	Iteration 76Q: 3 clusters Score -6890118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6890124.000000 Penalty: 3526.166992
	Iteration 77Q: 3 clusters Score -6890124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6890125.000000 Penalty: 3526.166992
	Iteration 78Q: 3 clusters Score -6890125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6890118.000000 Penalty: 3526.166992
	Iteration 79Q: 3 clusters Score -6890118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6890115.500000 Penalty: 3526.166992
	Iteration 80F: 3 clusters Score -6890116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6890132.000000 Penalty: 3526.166992
	Iteration 81Q: 3 clusters Score -6890132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6890118.000000 Penalty: 3526.166992
	Iteration 82Q: 3 clusters Score -6890118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6890124.500000 Penalty: 3526.166992
	Iteration 83Q: 3 clusters Score -6890124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -6890134.000000 Penalty: 3526.166992
	Iteration 84Q: 3 clusters Score -6890134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -6890128.500000 Penalty: 3526.166992
	Iteration 85Q: 3 clusters Score -6890128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -6890139.000000 Penalty: 3526.166992
	Iteration 86Q: 3 clusters Score -6890139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -6890136.500000 Penalty: 3526.166992
	Iteration 87Q: 3 clusters Score -6890136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6890134.000000 Penalty: 3526.166992
	Iteration 88Q: 3 clusters Score -6890134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -6890129.000000 Penalty: 3526.166992
	Iteration 89Q: 3 clusters Score -6890129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -6890124.000000 Penalty: 3526.166992
	Iteration 90Q: 3 clusters Score -6890124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6890126.000000 Penalty: 3526.166992
	Iteration 91Q: 3 clusters Score -6890126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6890126.000000 Penalty: 3526.166992
	Iteration 92Q: 3 clusters Score -6890126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -6890121.500000 Penalty: 3526.166992
	Iteration 93Q: 3 clusters Score -6890122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6890127.500000 Penalty: 3526.166992
	Iteration 94Q: 3 clusters Score -6890128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6890127.000000 Penalty: 3526.166992
	Iteration 95Q: 3 clusters Score -6890127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -6890128.500000 Penalty: 3526.166992
	Iteration 96Q: 3 clusters Score -6890128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6890132.000000 Penalty: 3526.166992
	Iteration 97Q: 3 clusters Score -6890132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6890137.000000 Penalty: 3526.166992
	Iteration 98Q: 3 clusters Score -6890137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6890127.500000 Penalty: 3526.166992
	Iteration 99Q: 3 clusters Score -6890128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -6890121.500000 Penalty: 3526.166992
	Iteration 100F: 3 clusters Score -6890122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -6890129.000000 Penalty: 3526.166992
	Iteration 101Q: 3 clusters Score -6890129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6890131.500000 Penalty: 3526.166992
	Iteration 102Q: 3 clusters Score -6890132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -6890133.500000 Penalty: 3526.166992
	Iteration 103Q: 3 clusters Score -6890134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -6890134.500000 Penalty: 3526.166992
	Iteration 104Q: 3 clusters Score -6890134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -6890141.500000 Penalty: 3526.166992
	Iteration 105Q: 3 clusters Score -6890142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -6890136.000000 Penalty: 3526.166992
	Iteration 106Q: 3 clusters Score -6890136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6890147.000000 Penalty: 3526.166992
	Iteration 107Q: 3 clusters Score -6890147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6890145.000000 Penalty: 3526.166992
	Iteration 108Q: 3 clusters Score -6890145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -6890136.000000 Penalty: 3526.166992
	Iteration 109Q: 3 clusters Score -6890136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6890120.000000 Penalty: 3526.166992
	Iteration 110Q: 3 clusters Score -6890120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6890118.000000 Penalty: 3526.166992
	Iteration 111Q: 3 clusters Score -6890118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6890126.000000 Penalty: 3526.166992
	Iteration 112Q: 3 clusters Score -6890126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -6890129.000000 Penalty: 3526.166992
	Iteration 113Q: 3 clusters Score -6890129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6890140.500000 Penalty: 3526.166992
	Iteration 114Q: 3 clusters Score -6890140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -6890132.500000 Penalty: 3526.166992
	Iteration 115Q: 3 clusters Score -6890132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6890126.500000 Penalty: 3526.166992
	Iteration 116Q: 3 clusters Score -6890126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6890135.500000 Penalty: 3526.166992
	Iteration 117Q: 3 clusters Score -6890136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -6890127.000000 Penalty: 3526.166992
	Iteration 118Q: 3 clusters Score -6890127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -6890131.500000 Penalty: 3526.166992
	Iteration 119Q: 3 clusters Score -6890132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6890134.000000 Penalty: 3526.166992
	Iteration 120F: 3 clusters Score -6890134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6890134.000000 Penalty: 3526.166992
	Iteration 121Q: 3 clusters Score -6890134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -6890135.000000 Penalty: 3526.166992
	Iteration 122Q: 3 clusters Score -6890135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -6890142.500000 Penalty: 3526.166992
	Iteration 123Q: 3 clusters Score -6890142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6890139.500000 Penalty: 3526.166992
	Iteration 124Q: 3 clusters Score -6890140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -6890147.000000 Penalty: 3526.166992
	Iteration 125Q: 3 clusters Score -6890147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -6890148.000000 Penalty: 3526.166992
	Iteration 126Q: 3 clusters Score -6890148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6890154.000000 Penalty: 3526.166992
	Iteration 127Q: 3 clusters Score -6890154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6890154.500000 Penalty: 3526.166992
	Iteration 128Q: 3 clusters Score -6890154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6890162.500000 Penalty: 3526.166992
	Iteration 129Q: 3 clusters Score -6890162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -6890167.500000 Penalty: 3526.166992
	Iteration 130Q: 3 clusters Score -6890168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6890168.000000 Penalty: 3526.166992
	Iteration 131Q: 3 clusters Score -6890168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6890172.000000 Penalty: 3526.166992
	Iteration 132Q: 3 clusters Score -6890172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6890172.000000 Penalty: 3526.166992
	Iteration 133F: 3 clusters Score -6890172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27389.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -27389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26573.773438 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -26573.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26673.724609 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -26673.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26730.025391 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -26730.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26755.222656 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -26755.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26771.121094 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -26771.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26787.625000 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -26787.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26808.277344 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -26808.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26838.542969 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -26838.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26856.777344 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -26856.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26888.171875 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -26888.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26948.066406 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -26948.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27041.619141 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -27041.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27044.654297 Penalty: 1783.904785
	Iteration 12Q: 3 clusters Score -27044.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27044.654297 Penalty: 1783.904785
	Iteration 13F: 3 clusters Score -27044.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -51662.574219 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -51662.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50588.503906 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -50588.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50915.625000 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -50915.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51084.980469 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -51084.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51180.234375 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -51180.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51263.472656 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -51263.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51308.710938 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -51308.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51350.691406 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -51350.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51363.246094 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -51363.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51366.503906 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -51366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51367.304688 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -51367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51368.894531 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -51368.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51368.894531 Penalty: 2049.539551
	Iteration 11F: 3 clusters Score -51368.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -118814.148438 Penalty: 1122.997070
	Iteration 0F: 2 clusters Score -118814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117424.828125 Penalty: 2245.994141
	Iteration 0F: 3 clusters Score -117424.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117865.953125 Penalty: 2245.994141
	Iteration 1F: 3 clusters Score -117866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118261.234375 Penalty: 2245.994141
	Iteration 2F: 3 clusters Score -118261.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -118529.351562 Penalty: 2245.994141
	Iteration 3F: 3 clusters Score -118529.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118681.679688 Penalty: 2245.994141
	Iteration 4F: 3 clusters Score -118681.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118804.828125 Penalty: 2245.994141
	Iteration 5Q: 3 clusters Score -118804.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118888.890625 Penalty: 2245.994141
	Iteration 6Q: 3 clusters Score -118888.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118970.937500 Penalty: 2245.994141
	Iteration 7Q: 3 clusters Score -118970.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119038.906250 Penalty: 2245.994141
	Iteration 8Q: 3 clusters Score -119038.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119108.210938 Penalty: 2245.994141
	Iteration 9Q: 3 clusters Score -119108.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119165.234375 Penalty: 2245.994141
	Iteration 10Q: 3 clusters Score -119165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119221.421875 Penalty: 2245.994141
	Iteration 11Q: 3 clusters Score -119221.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119276.468750 Penalty: 2245.994141
	Iteration 12Q: 3 clusters Score -119276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119323.164062 Penalty: 2245.994141
	Iteration 13Q: 3 clusters Score -119323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119350.031250 Penalty: 2245.994141
	Iteration 14Q: 3 clusters Score -119350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119375.718750 Penalty: 2245.994141
	Iteration 15Q: 3 clusters Score -119375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119382.765625 Penalty: 2245.994141
	Iteration 16Q: 3 clusters Score -119382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119383.859375 Penalty: 2245.994141
	Iteration 17Q: 3 clusters Score -119383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119383.859375 Penalty: 2245.994141
	Iteration 18F: 3 clusters Score -119383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 407 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970680.000000 Penalty: 98007.054688
Splitting cluster 20 changes total score from -85971368.000000 to -85970680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2616939.250000 Penalty: 1574.048096
	Iteration 0F: 2 clusters Score -2616939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2605885.000000 Penalty: 3148.096191
	Iteration 0F: 3 clusters Score -2605885 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2609877.250000 Penalty: 3148.096191
	Iteration 1F: 3 clusters Score -2609877 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2610368.000000 Penalty: 3148.096191
	Iteration 2F: 3 clusters Score -2610368 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2610896.250000 Penalty: 3148.096191
	Iteration 3F: 3 clusters Score -2610896 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2611436.000000 Penalty: 3148.096191
	Iteration 4F: 3 clusters Score -2611436 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2612029.000000 Penalty: 3148.096191
	Iteration 5F: 3 clusters Score -2612029 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2612670.500000 Penalty: 3148.096191
	Iteration 6F: 3 clusters Score -2612670 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2613242.500000 Penalty: 3148.096191
	Iteration 7F: 3 clusters Score -2613242 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2613732.750000 Penalty: 3148.096191
	Iteration 8Q: 3 clusters Score -2613733 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2614167.750000 Penalty: 3148.096191
	Iteration 9Q: 3 clusters Score -2614168 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2614571.000000 Penalty: 3148.096191
	Iteration 10Q: 3 clusters Score -2614571 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2614937.250000 Penalty: 3148.096191
	Iteration 11Q: 3 clusters Score -2614937 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2615192.500000 Penalty: 3148.096191
	Iteration 12Q: 3 clusters Score -2615192 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2615377.500000 Penalty: 3148.096191
	Iteration 13Q: 3 clusters Score -2615378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2615512.250000 Penalty: 3148.096191
	Iteration 14Q: 3 clusters Score -2615512 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2615577.000000 Penalty: 3148.096191
	Iteration 15Q: 3 clusters Score -2615577 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2615637.500000 Penalty: 3148.096191
	Iteration 16Q: 3 clusters Score -2615638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2615688.000000 Penalty: 3148.096191
	Iteration 17Q: 3 clusters Score -2615688 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2615740.000000 Penalty: 3148.096191
	Iteration 18Q: 3 clusters Score -2615740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2615766.250000 Penalty: 3148.096191
	Iteration 19Q: 3 clusters Score -2615766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2615804.500000 Penalty: 3148.096191
	Iteration 20F: 3 clusters Score -2615804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2615827.750000 Penalty: 3148.096191
	Iteration 21Q: 3 clusters Score -2615828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2615851.000000 Penalty: 3148.096191
	Iteration 22Q: 3 clusters Score -2615851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2615873.500000 Penalty: 3148.096191
	Iteration 23Q: 3 clusters Score -2615874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2615901.500000 Penalty: 3148.096191
	Iteration 24Q: 3 clusters Score -2615902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2615923.500000 Penalty: 3148.096191
	Iteration 25Q: 3 clusters Score -2615924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2615948.500000 Penalty: 3148.096191
	Iteration 26Q: 3 clusters Score -2615948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2615974.500000 Penalty: 3148.096191
	Iteration 27Q: 3 clusters Score -2615974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2616006.000000 Penalty: 3148.096191
	Iteration 28Q: 3 clusters Score -2616006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2616027.250000 Penalty: 3148.096191
	Iteration 29Q: 3 clusters Score -2616027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2616057.500000 Penalty: 3148.096191
	Iteration 30Q: 3 clusters Score -2616058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2616080.750000 Penalty: 3148.096191
	Iteration 31Q: 3 clusters Score -2616081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2616115.750000 Penalty: 3148.096191
	Iteration 32Q: 3 clusters Score -2616116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2616153.000000 Penalty: 3148.096191
	Iteration 33Q: 3 clusters Score -2616153 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2616206.750000 Penalty: 3148.096191
	Iteration 34Q: 3 clusters Score -2616207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2616247.000000 Penalty: 3148.096191
	Iteration 35Q: 3 clusters Score -2616247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2616293.500000 Penalty: 3148.096191
	Iteration 36Q: 3 clusters Score -2616294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2616336.250000 Penalty: 3148.096191
	Iteration 37Q: 3 clusters Score -2616336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2616369.750000 Penalty: 3148.096191
	Iteration 38Q: 3 clusters Score -2616370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2616394.750000 Penalty: 3148.096191
	Iteration 39Q: 3 clusters Score -2616395 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2616420.750000 Penalty: 3148.096191
	Iteration 40F: 3 clusters Score -2616421 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2616469.250000 Penalty: 3148.096191
	Iteration 41Q: 3 clusters Score -2616469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2616485.750000 Penalty: 3148.096191
	Iteration 42Q: 3 clusters Score -2616486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2616530.250000 Penalty: 3148.096191
	Iteration 43Q: 3 clusters Score -2616530 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2616572.000000 Penalty: 3148.096191
	Iteration 44Q: 3 clusters Score -2616572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2616605.250000 Penalty: 3148.096191
	Iteration 45Q: 3 clusters Score -2616605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2616644.000000 Penalty: 3148.096191
	Iteration 46Q: 3 clusters Score -2616644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2616677.750000 Penalty: 3148.096191
	Iteration 47Q: 3 clusters Score -2616678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2616699.000000 Penalty: 3148.096191
	Iteration 48Q: 3 clusters Score -2616699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2616723.250000 Penalty: 3148.096191
	Iteration 49Q: 3 clusters Score -2616723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2616740.000000 Penalty: 3148.096191
	Iteration 50Q: 3 clusters Score -2616740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2616765.500000 Penalty: 3148.096191
	Iteration 51Q: 3 clusters Score -2616766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2616784.750000 Penalty: 3148.096191
	Iteration 52Q: 3 clusters Score -2616785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2616799.500000 Penalty: 3148.096191
	Iteration 53Q: 3 clusters Score -2616800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2616827.500000 Penalty: 3148.096191
	Iteration 54Q: 3 clusters Score -2616828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2616849.000000 Penalty: 3148.096191
	Iteration 55Q: 3 clusters Score -2616849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2616862.750000 Penalty: 3148.096191
	Iteration 56Q: 3 clusters Score -2616863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2616872.500000 Penalty: 3148.096191
	Iteration 57Q: 3 clusters Score -2616872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2616885.000000 Penalty: 3148.096191
	Iteration 58Q: 3 clusters Score -2616885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2616895.000000 Penalty: 3148.096191
	Iteration 59Q: 3 clusters Score -2616895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2616909.000000 Penalty: 3148.096191
	Iteration 60F: 3 clusters Score -2616909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2616923.000000 Penalty: 3148.096191
	Iteration 61Q: 3 clusters Score -2616923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2616934.000000 Penalty: 3148.096191
	Iteration 62Q: 3 clusters Score -2616934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2616939.750000 Penalty: 3148.096191
	Iteration 63Q: 3 clusters Score -2616940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2616953.250000 Penalty: 3148.096191
	Iteration 64Q: 3 clusters Score -2616953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2616957.750000 Penalty: 3148.096191
	Iteration 65Q: 3 clusters Score -2616958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2616967.250000 Penalty: 3148.096191
	Iteration 66Q: 3 clusters Score -2616967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2616972.500000 Penalty: 3148.096191
	Iteration 67Q: 3 clusters Score -2616972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2616970.250000 Penalty: 3148.096191
	Iteration 68Q: 3 clusters Score -2616970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2616968.500000 Penalty: 3148.096191
	Iteration 69Q: 3 clusters Score -2616968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2616970.750000 Penalty: 3148.096191
	Iteration 70Q: 3 clusters Score -2616971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2616970.000000 Penalty: 3148.096191
	Iteration 71Q: 3 clusters Score -2616970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2616978.250000 Penalty: 3148.096191
	Iteration 72Q: 3 clusters Score -2616978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2616979.000000 Penalty: 3148.096191
	Iteration 73Q: 3 clusters Score -2616979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2616990.250000 Penalty: 3148.096191
	Iteration 74Q: 3 clusters Score -2616990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2616994.250000 Penalty: 3148.096191
	Iteration 75Q: 3 clusters Score -2616994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2616998.750000 Penalty: 3148.096191
	Iteration 76Q: 3 clusters Score -2616999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2617000.000000 Penalty: 3148.096191
	Iteration 77Q: 3 clusters Score -2617000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2617014.750000 Penalty: 3148.096191
	Iteration 78Q: 3 clusters Score -2617015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2617011.000000 Penalty: 3148.096191
	Iteration 79Q: 3 clusters Score -2617011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2617011.250000 Penalty: 3148.096191
	Iteration 80F: 3 clusters Score -2617011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2617012.250000 Penalty: 3148.096191
	Iteration 81Q: 3 clusters Score -2617012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2617017.500000 Penalty: 3148.096191
	Iteration 82Q: 3 clusters Score -2617018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2617019.750000 Penalty: 3148.096191
	Iteration 83Q: 3 clusters Score -2617020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2617021.500000 Penalty: 3148.096191
	Iteration 84Q: 3 clusters Score -2617022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2617021.000000 Penalty: 3148.096191
	Iteration 85Q: 3 clusters Score -2617021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2617027.750000 Penalty: 3148.096191
	Iteration 86Q: 3 clusters Score -2617028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2617028.250000 Penalty: 3148.096191
	Iteration 87Q: 3 clusters Score -2617028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2617024.250000 Penalty: 3148.096191
	Iteration 88Q: 3 clusters Score -2617024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2617029.500000 Penalty: 3148.096191
	Iteration 89Q: 3 clusters Score -2617030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2617030.250000 Penalty: 3148.096191
	Iteration 90Q: 3 clusters Score -2617030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2617027.250000 Penalty: 3148.096191
	Iteration 91Q: 3 clusters Score -2617027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2617027.750000 Penalty: 3148.096191
	Iteration 92Q: 3 clusters Score -2617028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2617025.250000 Penalty: 3148.096191
	Iteration 93Q: 3 clusters Score -2617025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2617029.250000 Penalty: 3148.096191
	Iteration 94Q: 3 clusters Score -2617029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2617029.250000 Penalty: 3148.096191
	Iteration 95F: 3 clusters Score -2617029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 13804 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 2294 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970560.000000 Penalty: 98007.054688
Splitting cluster 21 changes total score from -85971368.000000 to -85970560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (44160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Entering Unmasked Estep 
Score: -5899042.000000 Penalty: 1738.030884
	Iteration 0F: 2 clusters Score -5899042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5869320.500000 Penalty: 3476.061768
	Iteration 0F: 3 clusters Score -5869320 nChanged 20755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5880997.500000 Penalty: 3476.061768
	Iteration 1F: 3 clusters Score -5880998 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5881415.000000 Penalty: 3476.061768
	Iteration 2Q: 3 clusters Score -5881415 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5881787.500000 Penalty: 3476.061768
	Iteration 3Q: 3 clusters Score -5881788 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -5882194.500000 Penalty: 3476.061768
	Iteration 4Q: 3 clusters Score -5882194 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5882812.000000 Penalty: 3476.061768
	Iteration 5Q: 3 clusters Score -5882812 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5883793.000000 Penalty: 3476.061768
	Iteration 6Q: 3 clusters Score -5883793 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5885457.000000 Penalty: 3476.061768
	Iteration 7F: 3 clusters Score -5885457 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -5887853.500000 Penalty: 3476.061768
	Iteration 8F: 3 clusters Score -5887854 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5890917.500000 Penalty: 3476.061768
	Iteration 9F: 3 clusters Score -5890918 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5893748.500000 Penalty: 3476.061768
	Iteration 10F: 3 clusters Score -5893748 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5895705.500000 Penalty: 3476.061768
	Iteration 11Q: 3 clusters Score -5895706 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5896747.500000 Penalty: 3476.061768
	Iteration 12Q: 3 clusters Score -5896748 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5897217.500000 Penalty: 3476.061768
	Iteration 13Q: 3 clusters Score -5897218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5897393.500000 Penalty: 3476.061768
	Iteration 14Q: 3 clusters Score -5897394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -5897470.000000 Penalty: 3476.061768
	Iteration 15Q: 3 clusters Score -5897470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5897509.500000 Penalty: 3476.061768
	Iteration 16Q: 3 clusters Score -5897510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5897536.500000 Penalty: 3476.061768
	Iteration 17Q: 3 clusters Score -5897536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5897555.500000 Penalty: 3476.061768
	Iteration 18Q: 3 clusters Score -5897556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5897552.000000 Penalty: 3476.061768
	Iteration 19Q: 3 clusters Score -5897552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5897564.500000 Penalty: 3476.061768
	Iteration 20F: 3 clusters Score -5897564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5897566.500000 Penalty: 3476.061768
	Iteration 21Q: 3 clusters Score -5897566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -5897569.500000 Penalty: 3476.061768
	Iteration 22Q: 3 clusters Score -5897570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -5897569.500000 Penalty: 3476.061768
	Iteration 23F: 3 clusters Score -5897570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -16730.800781 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -16730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15954.502930 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -15954.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16210.757812 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -16210.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16378.098633 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -16378.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16475.246094 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -16475.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16530.933594 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -16530.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16555.597656 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -16555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16562.537109 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -16562.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16562.537109 Penalty: 1886.668823
	Iteration 7F: 3 clusters Score -16562.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -24621.031250 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -24621.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23875.755859 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -23875.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24004.351562 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -24004.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24058.357422 Penalty: 1749.960938
	Iteration 2Q: 3 clusters Score -24058.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24069.914062 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -24069.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24095.429688 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -24095.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24145.781250 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -24145.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24156.175781 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -24156.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24172.242188 Penalty: 1749.960938
	Iteration 7Q: 3 clusters Score -24172.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24184.070312 Penalty: 1749.960938
	Iteration 8Q: 3 clusters Score -24184.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24192.501953 Penalty: 1749.960938
	Iteration 9Q: 3 clusters Score -24192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24192.501953 Penalty: 1749.960938
	Iteration 10F: 3 clusters Score -24192.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Entering Unmasked Estep 
Score: -715352.000000 Penalty: 1398.196777
	Iteration 0F: 2 clusters Score -715352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -711108.750000 Penalty: 2796.393555
	Iteration 0F: 3 clusters Score -711108.8 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -712303.812500 Penalty: 2796.393555
	Iteration 1F: 3 clusters Score -712303.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -712552.312500 Penalty: 2796.393555
	Iteration 2F: 3 clusters Score -712552.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -712764.062500 Penalty: 2796.393555
	Iteration 3F: 3 clusters Score -712764.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -712944.562500 Penalty: 2796.393555
	Iteration 4F: 3 clusters Score -712944.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -713096.687500 Penalty: 2796.393555
	Iteration 5Q: 3 clusters Score -713096.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -713241.437500 Penalty: 2796.393555
	Iteration 6Q: 3 clusters Score -713241.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -713417.625000 Penalty: 2796.393555
	Iteration 7Q: 3 clusters Score -713417.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -713615.562500 Penalty: 2796.393555
	Iteration 8Q: 3 clusters Score -713615.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -713812.000000 Penalty: 2796.393555
	Iteration 9Q: 3 clusters Score -713812 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -713975.312500 Penalty: 2796.393555
	Iteration 10Q: 3 clusters Score -713975.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -714091.312500 Penalty: 2796.393555
	Iteration 11Q: 3 clusters Score -714091.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -714172.125000 Penalty: 2796.393555
	Iteration 12Q: 3 clusters Score -714172.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -714219.875000 Penalty: 2796.393555
	Iteration 13Q: 3 clusters Score -714219.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -714261.250000 Penalty: 2796.393555
	Iteration 14Q: 3 clusters Score -714261.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -714299.687500 Penalty: 2796.393555
	Iteration 15Q: 3 clusters Score -714299.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -714324.625000 Penalty: 2796.393555
	Iteration 16Q: 3 clusters Score -714324.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -714343.375000 Penalty: 2796.393555
	Iteration 17Q: 3 clusters Score -714343.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -714362.562500 Penalty: 2796.393555
	Iteration 18Q: 3 clusters Score -714362.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -714375.187500 Penalty: 2796.393555
	Iteration 19Q: 3 clusters Score -714375.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -714389.000000 Penalty: 2796.393555
	Iteration 20F: 3 clusters Score -714389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -714402.937500 Penalty: 2796.393555
	Iteration 21Q: 3 clusters Score -714402.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -714410.062500 Penalty: 2796.393555
	Iteration 22Q: 3 clusters Score -714410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -714414.375000 Penalty: 2796.393555
	Iteration 23Q: 3 clusters Score -714414.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -714418.562500 Penalty: 2796.393555
	Iteration 24Q: 3 clusters Score -714418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -714421.062500 Penalty: 2796.393555
	Iteration 25Q: 3 clusters Score -714421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -714424.187500 Penalty: 2796.393555
	Iteration 26Q: 3 clusters Score -714424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -714428.125000 Penalty: 2796.393555
	Iteration 27Q: 3 clusters Score -714428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -714431.125000 Penalty: 2796.393555
	Iteration 28Q: 3 clusters Score -714431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -714432.250000 Penalty: 2796.393555
	Iteration 29Q: 3 clusters Score -714432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -714435.000000 Penalty: 2796.393555
	Iteration 30Q: 3 clusters Score -714435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -714436.437500 Penalty: 2796.393555
	Iteration 31Q: 3 clusters Score -714436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -714438.062500 Penalty: 2796.393555
	Iteration 32Q: 3 clusters Score -714438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -714440.500000 Penalty: 2796.393555
	Iteration 33Q: 3 clusters Score -714440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -714440.875000 Penalty: 2796.393555
	Iteration 34Q: 3 clusters Score -714440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -714443.000000 Penalty: 2796.393555
	Iteration 35Q: 3 clusters Score -714443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -714444.000000 Penalty: 2796.393555
	Iteration 36Q: 3 clusters Score -714444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -714445.312500 Penalty: 2796.393555
	Iteration 37Q: 3 clusters Score -714445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -714446.375000 Penalty: 2796.393555
	Iteration 38Q: 3 clusters Score -714446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -714445.750000 Penalty: 2796.393555
	Iteration 39Q: 3 clusters Score -714445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -714446.500000 Penalty: 2796.393555
	Iteration 40F: 3 clusters Score -714446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -714447.062500 Penalty: 2796.393555
	Iteration 41Q: 3 clusters Score -714447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -714448.687500 Penalty: 2796.393555
	Iteration 42Q: 3 clusters Score -714448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -714448.437500 Penalty: 2796.393555
	Iteration 43Q: 3 clusters Score -714448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -714449.812500 Penalty: 2796.393555
	Iteration 44Q: 3 clusters Score -714449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -714450.437500 Penalty: 2796.393555
	Iteration 45Q: 3 clusters Score -714450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -714451.000000 Penalty: 2796.393555
	Iteration 46Q: 3 clusters Score -714451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -714450.750000 Penalty: 2796.393555
	Iteration 47Q: 3 clusters Score -714450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -714451.375000 Penalty: 2796.393555
	Iteration 48Q: 3 clusters Score -714451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -714452.562500 Penalty: 2796.393555
	Iteration 49Q: 3 clusters Score -714452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -714451.937500 Penalty: 2796.393555
	Iteration 50Q: 3 clusters Score -714451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -714452.000000 Penalty: 2796.393555
	Iteration 51Q: 3 clusters Score -714452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -714452.562500 Penalty: 2796.393555
	Iteration 52Q: 3 clusters Score -714452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -714452.562500 Penalty: 2796.393555
	Iteration 53F: 3 clusters Score -714452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Entering Unmasked Estep 
Score: -1263012.625000 Penalty: 1494.751343
	Iteration 0F: 2 clusters Score -1263013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1255931.625000 Penalty: 2989.502686
	Iteration 0F: 3 clusters Score -1255932 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1258388.750000 Penalty: 2989.502686
	Iteration 1F: 3 clusters Score -1258389 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1258944.750000 Penalty: 2989.502686
	Iteration 2F: 3 clusters Score -1258945 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1259662.875000 Penalty: 2989.502686
	Iteration 3F: 3 clusters Score -1259663 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1260422.500000 Penalty: 2989.502686
	Iteration 4F: 3 clusters Score -1260422 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1261091.500000 Penalty: 2989.502686
	Iteration 5F: 3 clusters Score -1261092 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1261519.000000 Penalty: 2989.502686
	Iteration 6F: 3 clusters Score -1261519 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1261791.375000 Penalty: 2989.502686
	Iteration 7Q: 3 clusters Score -1261791 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1261987.000000 Penalty: 2989.502686
	Iteration 8Q: 3 clusters Score -1261987 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1262134.875000 Penalty: 2989.502686
	Iteration 9Q: 3 clusters Score -1262135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1262243.875000 Penalty: 2989.502686
	Iteration 10Q: 3 clusters Score -1262244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1262328.125000 Penalty: 2989.502686
	Iteration 11Q: 3 clusters Score -1262328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1262378.875000 Penalty: 2989.502686
	Iteration 12Q: 3 clusters Score -1262379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1262420.500000 Penalty: 2989.502686
	Iteration 13Q: 3 clusters Score -1262420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1262462.750000 Penalty: 2989.502686
	Iteration 14Q: 3 clusters Score -1262463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1262489.375000 Penalty: 2989.502686
	Iteration 15Q: 3 clusters Score -1262489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1262522.000000 Penalty: 2989.502686
	Iteration 16Q: 3 clusters Score -1262522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1262542.000000 Penalty: 2989.502686
	Iteration 17Q: 3 clusters Score -1262542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1262560.875000 Penalty: 2989.502686
	Iteration 18Q: 3 clusters Score -1262561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1262573.000000 Penalty: 2989.502686
	Iteration 19Q: 3 clusters Score -1262573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1262580.875000 Penalty: 2989.502686
	Iteration 20F: 3 clusters Score -1262581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1262585.500000 Penalty: 2989.502686
	Iteration 21Q: 3 clusters Score -1262586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1262589.750000 Penalty: 2989.502686
	Iteration 22Q: 3 clusters Score -1262590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1262594.250000 Penalty: 2989.502686
	Iteration 23Q: 3 clusters Score -1262594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1262595.125000 Penalty: 2989.502686
	Iteration 24Q: 3 clusters Score -1262595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1262598.250000 Penalty: 2989.502686
	Iteration 25Q: 3 clusters Score -1262598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1262601.875000 Penalty: 2989.502686
	Iteration 26Q: 3 clusters Score -1262602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1262604.625000 Penalty: 2989.502686
	Iteration 27Q: 3 clusters Score -1262605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1262600.250000 Penalty: 2989.502686
	Iteration 28Q: 3 clusters Score -1262600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1262600.625000 Penalty: 2989.502686
	Iteration 29Q: 3 clusters Score -1262601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1262601.875000 Penalty: 2989.502686
	Iteration 30Q: 3 clusters Score -1262602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1262604.000000 Penalty: 2989.502686
	Iteration 31Q: 3 clusters Score -1262604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1262603.750000 Penalty: 2989.502686
	Iteration 32Q: 3 clusters Score -1262604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1262604.000000 Penalty: 2989.502686
	Iteration 33Q: 3 clusters Score -1262604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1262603.875000 Penalty: 2989.502686
	Iteration 34Q: 3 clusters Score -1262604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1262604.125000 Penalty: 2989.502686
	Iteration 35Q: 3 clusters Score -1262604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1262604.250000 Penalty: 2989.502686
	Iteration 36Q: 3 clusters Score -1262604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1262604.000000 Penalty: 2989.502686
	Iteration 37Q: 3 clusters Score -1262604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1262605.375000 Penalty: 2989.502686
	Iteration 38Q: 3 clusters Score -1262605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1262605.750000 Penalty: 2989.502686
	Iteration 39Q: 3 clusters Score -1262606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1262605.750000 Penalty: 2989.502686
	Iteration 40F: 3 clusters Score -1262606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1262607.500000 Penalty: 2989.502686
	Iteration 41Q: 3 clusters Score -1262608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1262605.125000 Penalty: 2989.502686
	Iteration 42Q: 3 clusters Score -1262605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1262602.750000 Penalty: 2989.502686
	Iteration 43Q: 3 clusters Score -1262603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1262602.125000 Penalty: 2989.502686
	Iteration 44Q: 3 clusters Score -1262602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1262604.125000 Penalty: 2989.502686
	Iteration 45Q: 3 clusters Score -1262604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1262604.000000 Penalty: 2989.502686
	Iteration 46Q: 3 clusters Score -1262604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1262609.125000 Penalty: 2989.502686
	Iteration 47Q: 3 clusters Score -1262609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1262609.500000 Penalty: 2989.502686
	Iteration 48Q: 3 clusters Score -1262610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1262611.500000 Penalty: 2989.502686
	Iteration 49Q: 3 clusters Score -1262612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1262610.125000 Penalty: 2989.502686
	Iteration 50Q: 3 clusters Score -1262610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1262612.125000 Penalty: 2989.502686
	Iteration 51Q: 3 clusters Score -1262612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1262612.500000 Penalty: 2989.502686
	Iteration 52Q: 3 clusters Score -1262612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1262614.125000 Penalty: 2989.502686
	Iteration 53Q: 3 clusters Score -1262614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1262614.125000 Penalty: 2989.502686
	Iteration 54F: 3 clusters Score -1262614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Entering Unmasked Estep 
Score: -3175402.750000 Penalty: 1642.002441
	Iteration 0F: 2 clusters Score -3175403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3158750.000000 Penalty: 3284.004883
	Iteration 0F: 3 clusters Score -3158750 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3165021.500000 Penalty: 3284.004883
	Iteration 1F: 3 clusters Score -3165022 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3165363.250000 Penalty: 3284.004883
	Iteration 2Q: 3 clusters Score -3165363 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3165753.000000 Penalty: 3284.004883
	Iteration 3Q: 3 clusters Score -3165753 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3166209.500000 Penalty: 3284.004883
	Iteration 4Q: 3 clusters Score -3166210 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3166918.250000 Penalty: 3284.004883
	Iteration 5F: 3 clusters Score -3166918 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3168025.500000 Penalty: 3284.004883
	Iteration 6F: 3 clusters Score -3168026 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3169492.250000 Penalty: 3284.004883
	Iteration 7F: 3 clusters Score -3169492 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3171152.250000 Penalty: 3284.004883
	Iteration 8F: 3 clusters Score -3171152 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3172460.750000 Penalty: 3284.004883
	Iteration 9F: 3 clusters Score -3172461 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3173197.250000 Penalty: 3284.004883
	Iteration 10Q: 3 clusters Score -3173197 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3173585.000000 Penalty: 3284.004883
	Iteration 11Q: 3 clusters Score -3173585 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3173761.000000 Penalty: 3284.004883
	Iteration 12Q: 3 clusters Score -3173761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3173844.750000 Penalty: 3284.004883
	Iteration 13Q: 3 clusters Score -3173845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3173900.500000 Penalty: 3284.004883
	Iteration 14Q: 3 clusters Score -3173900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3173934.000000 Penalty: 3284.004883
	Iteration 15Q: 3 clusters Score -3173934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3173953.500000 Penalty: 3284.004883
	Iteration 16Q: 3 clusters Score -3173954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3173967.500000 Penalty: 3284.004883
	Iteration 17Q: 3 clusters Score -3173968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3173977.000000 Penalty: 3284.004883
	Iteration 18Q: 3 clusters Score -3173977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3173979.750000 Penalty: 3284.004883
	Iteration 19Q: 3 clusters Score -3173980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3173987.750000 Penalty: 3284.004883
	Iteration 20F: 3 clusters Score -3173988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3173992.750000 Penalty: 3284.004883
	Iteration 21Q: 3 clusters Score -3173993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3173996.500000 Penalty: 3284.004883
	Iteration 22Q: 3 clusters Score -3173996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3173999.250000 Penalty: 3284.004883
	Iteration 23Q: 3 clusters Score -3173999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3173998.250000 Penalty: 3284.004883
	Iteration 24Q: 3 clusters Score -3173998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3173999.250000 Penalty: 3284.004883
	Iteration 25Q: 3 clusters Score -3173999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3174002.750000 Penalty: 3284.004883
	Iteration 26Q: 3 clusters Score -3174003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3174002.750000 Penalty: 3284.004883
	Iteration 27F: 3 clusters Score -3174003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -432601.031250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -432601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -429631.656250 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -429631.7 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -430590.500000 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -430590.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430968.187500 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -430968.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -431207.562500 Penalty: 2646.170410
	Iteration 3F: 3 clusters Score -431207.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -431375.406250 Penalty: 2646.170410
	Iteration 4F: 3 clusters Score -431375.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -431540.812500 Penalty: 2646.170410
	Iteration 5F: 3 clusters Score -431540.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -431660.562500 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -431660.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -431730.875000 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -431730.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -431782.843750 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -431782.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -431821.000000 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -431821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -431840.312500 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -431840.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -431854.093750 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -431854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -431859.093750 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -431859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -431860.312500 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -431860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -431862.375000 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -431862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -431864.656250 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -431864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -431866.093750 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -431866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -431866.500000 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -431866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -431866.812500 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -431866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -431867.250000 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -431867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -431867.250000 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -431867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -431867.468750 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -431867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -431867.468750 Penalty: 2646.170410
	Iteration 22F: 3 clusters Score -431867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -41833.414062 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -41833.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41004.136719 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -41004.14 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41312.035156 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -41312.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41391.597656 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -41391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -41427.640625 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -41427.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41453.554688 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -41453.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41483.898438 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -41483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41513.800781 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -41513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41531.250000 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -41531.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41531.250000 Penalty: 1926.250977
	Iteration 8F: 3 clusters Score -41531.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (65453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Entering Unmasked Estep 
Score: -8772086.000000 Penalty: 1801.976685
	Iteration 0F: 2 clusters Score -8772086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8732491.000000 Penalty: 3603.953369
	Iteration 0F: 3 clusters Score -8732491 nChanged 30994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -8750007.000000 Penalty: 3603.953369
	Iteration 1F: 3 clusters Score -8750007 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -8750571.000000 Penalty: 3603.953369
	Iteration 2Q: 3 clusters Score -8750571 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8751410.000000 Penalty: 3603.953369
	Iteration 3Q: 3 clusters Score -8751410 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -8752655.000000 Penalty: 3603.953369
	Iteration 4Q: 3 clusters Score -8752655 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8754505.000000 Penalty: 3603.953369
	Iteration 5F: 3 clusters Score -8754505 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8757062.000000 Penalty: 3603.953369
	Iteration 6F: 3 clusters Score -8757062 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -8760664.000000 Penalty: 3603.953369
	Iteration 7F: 3 clusters Score -8760664 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -8763871.000000 Penalty: 3603.953369
	Iteration 8F: 3 clusters Score -8763871 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -8766039.000000 Penalty: 3603.953369
	Iteration 9F: 3 clusters Score -8766039 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -8767535.000000 Penalty: 3603.953369
	Iteration 10Q: 3 clusters Score -8767535 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -8768428.000000 Penalty: 3603.953369
	Iteration 11Q: 3 clusters Score -8768428 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -8768968.000000 Penalty: 3603.953369
	Iteration 12Q: 3 clusters Score -8768968 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -8769313.000000 Penalty: 3603.953369
	Iteration 13Q: 3 clusters Score -8769313 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -8769554.000000 Penalty: 3603.953369
	Iteration 14Q: 3 clusters Score -8769554 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -8769753.000000 Penalty: 3603.953369
	Iteration 15Q: 3 clusters Score -8769753 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -8769906.000000 Penalty: 3603.953369
	Iteration 16Q: 3 clusters Score -8769906 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -8770012.000000 Penalty: 3603.953369
	Iteration 17Q: 3 clusters Score -8770012 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -8770078.000000 Penalty: 3603.953369
	Iteration 18Q: 3 clusters Score -8770078 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -8770110.000000 Penalty: 3603.953369
	Iteration 19Q: 3 clusters Score -8770110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -8770143.000000 Penalty: 3603.953369
	Iteration 20F: 3 clusters Score -8770143 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -8770181.000000 Penalty: 3603.953369
	Iteration 21Q: 3 clusters Score -8770181 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -8770240.000000 Penalty: 3603.953369
	Iteration 22Q: 3 clusters Score -8770240 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -8770222.000000 Penalty: 3603.953369
	Iteration 23Q: 3 clusters Score -8770222 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -8770234.000000 Penalty: 3603.953369
	Iteration 24Q: 3 clusters Score -8770234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -8770245.000000 Penalty: 3603.953369
	Iteration 25Q: 3 clusters Score -8770245 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -8770280.000000 Penalty: 3603.953369
	Iteration 26Q: 3 clusters Score -8770280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -8770300.000000 Penalty: 3603.953369
	Iteration 27Q: 3 clusters Score -8770300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8770316.000000 Penalty: 3603.953369
	Iteration 28Q: 3 clusters Score -8770316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8770335.000000 Penalty: 3603.953369
	Iteration 29Q: 3 clusters Score -8770335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8770335.000000 Penalty: 3603.953369
	Iteration 30Q: 3 clusters Score -8770335 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -8770338.000000 Penalty: 3603.953369
	Iteration 31Q: 3 clusters Score -8770338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -8770358.000000 Penalty: 3603.953369
	Iteration 32Q: 3 clusters Score -8770358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -8770351.000000 Penalty: 3603.953369
	Iteration 33Q: 3 clusters Score -8770351 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -8770363.000000 Penalty: 3603.953369
	Iteration 34Q: 3 clusters Score -8770363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -8770370.000000 Penalty: 3603.953369
	Iteration 35Q: 3 clusters Score -8770370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -8770376.000000 Penalty: 3603.953369
	Iteration 36Q: 3 clusters Score -8770376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -8770389.000000 Penalty: 3603.953369
	Iteration 37Q: 3 clusters Score -8770389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -8770366.000000 Penalty: 3603.953369
	Iteration 38Q: 3 clusters Score -8770366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -8770341.000000 Penalty: 3603.953369
	Iteration 39Q: 3 clusters Score -8770341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8770366.000000 Penalty: 3603.953369
	Iteration 40F: 3 clusters Score -8770366 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8770369.000000 Penalty: 3603.953369
	Iteration 41Q: 3 clusters Score -8770369 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -8770377.000000 Penalty: 3603.953369
	Iteration 42Q: 3 clusters Score -8770377 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -8770385.000000 Penalty: 3603.953369
	Iteration 43Q: 3 clusters Score -8770385 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8770408.000000 Penalty: 3603.953369
	Iteration 44Q: 3 clusters Score -8770408 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -8770417.000000 Penalty: 3603.953369
	Iteration 45Q: 3 clusters Score -8770417 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -8770394.000000 Penalty: 3603.953369
	Iteration 46Q: 3 clusters Score -8770394 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -8770422.000000 Penalty: 3603.953369
	Iteration 47Q: 3 clusters Score -8770422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -8770378.000000 Penalty: 3603.953369
	Iteration 48Q: 3 clusters Score -8770378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -8770390.000000 Penalty: 3603.953369
	Iteration 49Q: 3 clusters Score -8770390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -8770385.000000 Penalty: 3603.953369
	Iteration 50Q: 3 clusters Score -8770385 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -8770339.000000 Penalty: 3603.953369
	Iteration 51Q: 3 clusters Score -8770339 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -8770299.000000 Penalty: 3603.953369
	Iteration 52Q: 3 clusters Score -8770299 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -8770326.000000 Penalty: 3603.953369
	Iteration 53Q: 3 clusters Score -8770326 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -8770305.000000 Penalty: 3603.953369
	Iteration 54Q: 3 clusters Score -8770305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -8770302.000000 Penalty: 3603.953369
	Iteration 55Q: 3 clusters Score -8770302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -8770312.000000 Penalty: 3603.953369
	Iteration 56Q: 3 clusters Score -8770312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -8770293.000000 Penalty: 3603.953369
	Iteration 57Q: 3 clusters Score -8770293 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -8770265.000000 Penalty: 3603.953369
	Iteration 58Q: 3 clusters Score -8770265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -8770260.000000 Penalty: 3603.953369
	Iteration 59Q: 3 clusters Score -8770260 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -8770267.000000 Penalty: 3603.953369
	Iteration 60F: 3 clusters Score -8770267 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -8770236.000000 Penalty: 3603.953369
	Iteration 61Q: 3 clusters Score -8770236 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8770206.000000 Penalty: 3603.953369
	Iteration 62Q: 3 clusters Score -8770206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -8770197.000000 Penalty: 3603.953369
	Iteration 63Q: 3 clusters Score -8770197 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -8770246.000000 Penalty: 3603.953369
	Iteration 64Q: 3 clusters Score -8770246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -8770309.000000 Penalty: 3603.953369
	Iteration 65Q: 3 clusters Score -8770309 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -8770354.000000 Penalty: 3603.953369
	Iteration 66Q: 3 clusters Score -8770354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -8770409.000000 Penalty: 3603.953369
	Iteration 67Q: 3 clusters Score -8770409 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -8770426.000000 Penalty: 3603.953369
	Iteration 68Q: 3 clusters Score -8770426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -8770478.000000 Penalty: 3603.953369
	Iteration 69Q: 3 clusters Score -8770478 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -8770538.000000 Penalty: 3603.953369
	Iteration 70Q: 3 clusters Score -8770538 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -8770569.000000 Penalty: 3603.953369
	Iteration 71Q: 3 clusters Score -8770569 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -8770622.000000 Penalty: 3603.953369
	Iteration 72Q: 3 clusters Score -8770622 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -8770636.000000 Penalty: 3603.953369
	Iteration 73Q: 3 clusters Score -8770636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -8770644.000000 Penalty: 3603.953369
	Iteration 74Q: 3 clusters Score -8770644 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -8770671.000000 Penalty: 3603.953369
	Iteration 75Q: 3 clusters Score -8770671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -8770706.000000 Penalty: 3603.953369
	Iteration 76Q: 3 clusters Score -8770706 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -8770739.000000 Penalty: 3603.953369
	Iteration 77Q: 3 clusters Score -8770739 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -8770752.000000 Penalty: 3603.953369
	Iteration 78Q: 3 clusters Score -8770752 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -8770786.000000 Penalty: 3603.953369
	Iteration 79Q: 3 clusters Score -8770786 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -8770856.000000 Penalty: 3603.953369
	Iteration 80F: 3 clusters Score -8770856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -8770889.000000 Penalty: 3603.953369
	Iteration 81Q: 3 clusters Score -8770889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -8770909.000000 Penalty: 3603.953369
	Iteration 82Q: 3 clusters Score -8770909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -8770952.000000 Penalty: 3603.953369
	Iteration 83Q: 3 clusters Score -8770952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -8770992.000000 Penalty: 3603.953369
	Iteration 84Q: 3 clusters Score -8770992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -8770988.000000 Penalty: 3603.953369
	Iteration 85Q: 3 clusters Score -8770988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -8771038.000000 Penalty: 3603.953369
	Iteration 86Q: 3 clusters Score -8771038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -8771058.000000 Penalty: 3603.953369
	Iteration 87Q: 3 clusters Score -8771058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -8771102.000000 Penalty: 3603.953369
	Iteration 88Q: 3 clusters Score -8771102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -8771097.000000 Penalty: 3603.953369
	Iteration 89Q: 3 clusters Score -8771097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8771102.000000 Penalty: 3603.953369
	Iteration 90Q: 3 clusters Score -8771102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -8771108.000000 Penalty: 3603.953369
	Iteration 91Q: 3 clusters Score -8771108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -8771113.000000 Penalty: 3603.953369
	Iteration 92Q: 3 clusters Score -8771113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -8771131.000000 Penalty: 3603.953369
	Iteration 93Q: 3 clusters Score -8771131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -8771141.000000 Penalty: 3603.953369
	Iteration 94Q: 3 clusters Score -8771141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -8771147.000000 Penalty: 3603.953369
	Iteration 95Q: 3 clusters Score -8771147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -8771169.000000 Penalty: 3603.953369
	Iteration 96Q: 3 clusters Score -8771169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -8771183.000000 Penalty: 3603.953369
	Iteration 97Q: 3 clusters Score -8771183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -8771172.000000 Penalty: 3603.953369
	Iteration 98Q: 3 clusters Score -8771172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -8771168.000000 Penalty: 3603.953369
	Iteration 99Q: 3 clusters Score -8771168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -8771188.000000 Penalty: 3603.953369
	Iteration 100F: 3 clusters Score -8771188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -8771192.000000 Penalty: 3603.953369
	Iteration 101Q: 3 clusters Score -8771192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -8771194.000000 Penalty: 3603.953369
	Iteration 102Q: 3 clusters Score -8771194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -8771191.000000 Penalty: 3603.953369
	Iteration 103Q: 3 clusters Score -8771191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -8771193.000000 Penalty: 3603.953369
	Iteration 104Q: 3 clusters Score -8771193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -8771192.000000 Penalty: 3603.953369
	Iteration 105Q: 3 clusters Score -8771192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -8771187.000000 Penalty: 3603.953369
	Iteration 106Q: 3 clusters Score -8771187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -8771189.000000 Penalty: 3603.953369
	Iteration 107Q: 3 clusters Score -8771189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8771193.000000 Penalty: 3603.953369
	Iteration 108Q: 3 clusters Score -8771193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -8771200.000000 Penalty: 3603.953369
	Iteration 109Q: 3 clusters Score -8771200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -8771197.000000 Penalty: 3603.953369
	Iteration 110Q: 3 clusters Score -8771197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -8771193.000000 Penalty: 3603.953369
	Iteration 111Q: 3 clusters Score -8771193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -8771196.000000 Penalty: 3603.953369
	Iteration 112Q: 3 clusters Score -8771196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -8771195.000000 Penalty: 3603.953369
	Iteration 113Q: 3 clusters Score -8771195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -8771196.000000 Penalty: 3603.953369
	Iteration 114Q: 3 clusters Score -8771196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -8771199.000000 Penalty: 3603.953369
	Iteration 115Q: 3 clusters Score -8771199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -8771199.000000 Penalty: 3603.953369
	Iteration 116F: 3 clusters Score -8771199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -23328.900391 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -23328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22593.132812 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -22593.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22715.646484 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -22715.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22737.925781 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -22737.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22744.666016 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -22744.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22744.666016 Penalty: 1798.351562
	Iteration 4F: 3 clusters Score -22744.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -39179.851562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -39179.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38219.738281 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -38219.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38468.972656 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -38468.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38574.417969 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -38574.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38673.769531 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -38673.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38731.070312 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -38731.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38766.792969 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -38766.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38809.824219 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -38809.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38890.164062 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -38890.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38942.148438 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -38942.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38964.992188 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -38964.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38984.199219 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -38984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38995.683594 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -38995.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39003.125000 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -39003.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39010.550781 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -39010.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39012.121094 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -39012.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39012.121094 Penalty: 1988.381592
	Iteration 15F: 3 clusters Score -39012.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -225094.250000 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -225094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -223431.890625 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -223431.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223735.593750 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -223735.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -223808.437500 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -223808.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223845.671875 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -223845.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -223869.453125 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -223869.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223891.375000 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -223891.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223909.046875 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -223909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -223913.093750 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -223913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -223916.937500 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -223916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -223920.765625 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -223920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -223923.531250 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -223923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -223925.781250 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -223925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -223928.781250 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -223928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -223931.046875 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -223931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -223933.031250 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -223933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -223934.687500 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -223934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223935.578125 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -223935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -223937.250000 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -223937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -223938.765625 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -223938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223939.859375 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -223939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223940.906250 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -223940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223942.546875 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -223942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223943.093750 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -223943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223943.093750 Penalty: 2354.374023
	Iteration 23F: 3 clusters Score -223943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16269.845703 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -16269.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15541.458984 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -15541.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15770.090820 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -15770.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15913.086914 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -15913.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16108.446289 Penalty: 1813.412231
	Iteration 3F: 3 clusters Score -16108.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16214.691406 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -16214.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16255.190430 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -16255.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16258.273438 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -16258.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16268.055664 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -16268.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16268.055664 Penalty: 1813.412231
	Iteration 8F: 3 clusters Score -16268.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -112704.804688 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -112704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111414.726562 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -111414.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111703.156250 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -111703.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111811.468750 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -111811.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111859.320312 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -111859.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111904.218750 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -111904.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111941.757812 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -111941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111958.398438 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -111958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111980.164062 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -111980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112002.562500 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -112002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112018.382812 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -112018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112036.750000 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -112036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112045.968750 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -112046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112048.687500 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -112048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112050.726562 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -112050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112054.289062 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -112054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112056.804688 Penalty: 2171.685303
	Iteration 15Q: 3 clusters Score -112056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112058.109375 Penalty: 2171.685303
	Iteration 16Q: 3 clusters Score -112058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112061.875000 Penalty: 2171.685303
	Iteration 17Q: 3 clusters Score -112061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112064.984375 Penalty: 2171.685303
	Iteration 18Q: 3 clusters Score -112065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112067.875000 Penalty: 2171.685303
	Iteration 19Q: 3 clusters Score -112067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112076.171875 Penalty: 2171.685303
	Iteration 20F: 3 clusters Score -112076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112084.101562 Penalty: 2171.685303
	Iteration 21Q: 3 clusters Score -112084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112096.812500 Penalty: 2171.685303
	Iteration 22Q: 3 clusters Score -112096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112103.656250 Penalty: 2171.685303
	Iteration 23Q: 3 clusters Score -112103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112104.890625 Penalty: 2171.685303
	Iteration 24Q: 3 clusters Score -112104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112107.210938 Penalty: 2171.685303
	Iteration 25Q: 3 clusters Score -112107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112108.476562 Penalty: 2171.685303
	Iteration 26Q: 3 clusters Score -112108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112108.476562 Penalty: 2171.685303
	Iteration 27F: 3 clusters Score -112108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (56476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Entering Unmasked Estep 
Score: -7514082.500000 Penalty: 1778.005371
	Iteration 0F: 2 clusters Score -7514082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -7478342.000000 Penalty: 3556.010742
	Iteration 0F: 3 clusters Score -7478342 nChanged 26490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -7493625.000000 Penalty: 3556.010742
	Iteration 1F: 3 clusters Score -7493625 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -7494368.500000 Penalty: 3556.010742
	Iteration 2Q: 3 clusters Score -7494368 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -7495299.500000 Penalty: 3556.010742
	Iteration 3Q: 3 clusters Score -7495300 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -7496570.000000 Penalty: 3556.010742
	Iteration 4F: 3 clusters Score -7496570 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7498411.500000 Penalty: 3556.010742
	Iteration 5F: 3 clusters Score -7498412 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -7501199.500000 Penalty: 3556.010742
	Iteration 6F: 3 clusters Score -7501200 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -7504810.500000 Penalty: 3556.010742
	Iteration 7F: 3 clusters Score -7504810 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -7507959.000000 Penalty: 3556.010742
	Iteration 8F: 3 clusters Score -7507959 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -7509678.000000 Penalty: 3556.010742
	Iteration 9Q: 3 clusters Score -7509678 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -7510511.000000 Penalty: 3556.010742
	Iteration 10Q: 3 clusters Score -7510511 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -7510935.500000 Penalty: 3556.010742
	Iteration 11Q: 3 clusters Score -7510936 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -7511242.000000 Penalty: 3556.010742
	Iteration 12Q: 3 clusters Score -7511242 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7511546.500000 Penalty: 3556.010742
	Iteration 13Q: 3 clusters Score -7511546 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -7511840.500000 Penalty: 3556.010742
	Iteration 14Q: 3 clusters Score -7511840 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7512056.000000 Penalty: 3556.010742
	Iteration 15Q: 3 clusters Score -7512056 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7512234.000000 Penalty: 3556.010742
	Iteration 16Q: 3 clusters Score -7512234 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7512400.500000 Penalty: 3556.010742
	Iteration 17Q: 3 clusters Score -7512400 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7512476.500000 Penalty: 3556.010742
	Iteration 18Q: 3 clusters Score -7512476 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7512566.500000 Penalty: 3556.010742
	Iteration 19Q: 3 clusters Score -7512566 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7512655.000000 Penalty: 3556.010742
	Iteration 20F: 3 clusters Score -7512655 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7512685.500000 Penalty: 3556.010742
	Iteration 21Q: 3 clusters Score -7512686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7512702.000000 Penalty: 3556.010742
	Iteration 22Q: 3 clusters Score -7512702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7512700.500000 Penalty: 3556.010742
	Iteration 23Q: 3 clusters Score -7512700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7512726.500000 Penalty: 3556.010742
	Iteration 24Q: 3 clusters Score -7512726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7512755.500000 Penalty: 3556.010742
	Iteration 25Q: 3 clusters Score -7512756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7512779.500000 Penalty: 3556.010742
	Iteration 26Q: 3 clusters Score -7512780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7512784.500000 Penalty: 3556.010742
	Iteration 27Q: 3 clusters Score -7512784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7512785.000000 Penalty: 3556.010742
	Iteration 28Q: 3 clusters Score -7512785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7512794.000000 Penalty: 3556.010742
	Iteration 29Q: 3 clusters Score -7512794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7512803.500000 Penalty: 3556.010742
	Iteration 30Q: 3 clusters Score -7512804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7512807.000000 Penalty: 3556.010742
	Iteration 31Q: 3 clusters Score -7512807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7512816.000000 Penalty: 3556.010742
	Iteration 32Q: 3 clusters Score -7512816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7512816.000000 Penalty: 3556.010742
	Iteration 33Q: 3 clusters Score -7512816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7512815.000000 Penalty: 3556.010742
	Iteration 34Q: 3 clusters Score -7512815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7512813.000000 Penalty: 3556.010742
	Iteration 35Q: 3 clusters Score -7512813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7512819.500000 Penalty: 3556.010742
	Iteration 36Q: 3 clusters Score -7512820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7512816.000000 Penalty: 3556.010742
	Iteration 37Q: 3 clusters Score -7512816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7512822.500000 Penalty: 3556.010742
	Iteration 38Q: 3 clusters Score -7512822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7512826.500000 Penalty: 3556.010742
	Iteration 39Q: 3 clusters Score -7512826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7512825.500000 Penalty: 3556.010742
	Iteration 40F: 3 clusters Score -7512826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7512827.500000 Penalty: 3556.010742
	Iteration 41Q: 3 clusters Score -7512828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7512834.000000 Penalty: 3556.010742
	Iteration 42Q: 3 clusters Score -7512834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7512840.000000 Penalty: 3556.010742
	Iteration 43Q: 3 clusters Score -7512840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7512842.500000 Penalty: 3556.010742
	Iteration 44Q: 3 clusters Score -7512842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7512839.000000 Penalty: 3556.010742
	Iteration 45Q: 3 clusters Score -7512839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7512835.000000 Penalty: 3556.010742
	Iteration 46Q: 3 clusters Score -7512835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7512836.500000 Penalty: 3556.010742
	Iteration 47Q: 3 clusters Score -7512836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7512839.500000 Penalty: 3556.010742
	Iteration 48Q: 3 clusters Score -7512840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7512848.500000 Penalty: 3556.010742
	Iteration 49Q: 3 clusters Score -7512848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7512849.500000 Penalty: 3556.010742
	Iteration 50Q: 3 clusters Score -7512850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7512852.000000 Penalty: 3556.010742
	Iteration 51Q: 3 clusters Score -7512852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7512858.000000 Penalty: 3556.010742
	Iteration 52Q: 3 clusters Score -7512858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7512859.000000 Penalty: 3556.010742
	Iteration 53Q: 3 clusters Score -7512859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7512854.500000 Penalty: 3556.010742
	Iteration 54Q: 3 clusters Score -7512854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7512856.500000 Penalty: 3556.010742
	Iteration 55Q: 3 clusters Score -7512856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7512856.500000 Penalty: 3556.010742
	Iteration 56F: 3 clusters Score -7512856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -41583.570312 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -41583.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40699.480469 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -40699.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40876.179688 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -40876.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40937.789062 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -40937.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40955.507812 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -40955.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40985.703125 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -40985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41003.621094 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -41003.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41012.218750 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -41012.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41021.656250 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -41021.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41022.179688 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -41022.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41022.179688 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -41022.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -36672.941406 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -36672.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35790.527344 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -35790.53 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36159.867188 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -36159.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36428.410156 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -36428.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36575.113281 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -36575.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36634.242188 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -36634.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36706.695312 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -36706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36721.164062 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -36721.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36731.320312 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -36731.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36740.792969 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -36740.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36764.179688 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -36764.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36769.550781 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -36769.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36769.550781 Penalty: 1939.829956
	Iteration 11F: 3 clusters Score -36769.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 205 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970032.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85971368.000000 to -85970032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51295.328125 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51295.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50399.617188 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50399.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50648.554688 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50648.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50926.007812 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50926.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51184.675781 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -51184.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -51350.585938 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -51350.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -51423.167969 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51423.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -51471.105469 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -51481.636719 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51481.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -51481.636719 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -51481.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 90 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970144.000000 Penalty: 98007.054688
Splitting cluster 39 changes total score from -85971368.000000 to -85970144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7667.426270 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -7667.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7061.247070 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -7061.247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7213.698242 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -7213.698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7366.001953 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -7366.002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7504.812988 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -7504.813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7665.195312 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -7665.195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7839.497559 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -7839.498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7872.690918 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -7872.691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7885.645020 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -7885.645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7911.643066 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -7911.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7927.666016 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -7927.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7927.666016 Penalty: 1728.389038
	Iteration 10F: 3 clusters Score -7927.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 116 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 88 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
Score: -85970112.000000 Penalty: 98007.054688
Splitting cluster 40 changes total score from -85971368.000000 to -85970112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47643.906250 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -47643.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46797.906250 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -46797.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46967.417969 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -46967.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47034.152344 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47034.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47057.480469 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47057.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47068.304688 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47073.175781 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47073.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47080.953125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47080.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47083.324219 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47083.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47083.324219 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -47083.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -1084081.875000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -1084082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1078061.500000 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -1078062 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1079845.500000 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -1079846 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1080062.125000 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -1080062 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1080233.000000 Penalty: 2932.686035
	Iteration 3Q: 3 clusters Score -1080233 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1080359.875000 Penalty: 2932.686035
	Iteration 4Q: 3 clusters Score -1080360 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1080458.875000 Penalty: 2932.686035
	Iteration 5Q: 3 clusters Score -1080459 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1080558.500000 Penalty: 2932.686035
	Iteration 6Q: 3 clusters Score -1080558 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1080696.375000 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -1080696 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1080829.875000 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -1080830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1080971.750000 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -1080972 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1081135.625000 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -1081136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1081318.750000 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -1081319 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1081536.000000 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -1081536 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1081735.250000 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -1081735 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1081903.875000 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -1081904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1082040.875000 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -1082041 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1082155.625000 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -1082156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1082241.000000 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -1082241 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1082306.625000 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -1082307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1082359.000000 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -1082359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1082408.000000 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -1082408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1082451.625000 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -1082452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1082497.375000 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -1082497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1082545.625000 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -1082546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1082592.875000 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -1082593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1082630.250000 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -1082630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1082661.125000 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -1082661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1082689.875000 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -1082690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1082710.625000 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -1082711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1082731.375000 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -1082731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1082743.625000 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -1082744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1082751.750000 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -1082752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1082761.250000 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -1082761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1082767.375000 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -1082767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1082770.750000 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -1082771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1082776.125000 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -1082776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1082779.125000 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -1082779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1082787.000000 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -1082787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1082792.750000 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -1082793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1082793.000000 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -1082793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1082794.625000 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -1082795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1082796.000000 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -1082796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1082798.500000 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -1082798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1082800.125000 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -1082800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1082806.125000 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -1082806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1082809.125000 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -1082809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1082815.375000 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -1082815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1082825.000000 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -1082825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1082836.375000 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -1082836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1082847.875000 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -1082848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1082857.625000 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -1082858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1082865.250000 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -1082865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1082873.375000 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -1082873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1082878.125000 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -1082878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1082880.750000 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -1082881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1082879.875000 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -1082880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1082880.000000 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -1082880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1082881.750000 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -1082882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1082883.125000 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -1082883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1082884.375000 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -1082884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1082884.375000 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -1082884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29606.853516 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -29606.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28772.009766 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -28772.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28905.197266 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -28905.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28953.707031 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -28953.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29031.972656 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -29031.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29089.654297 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -29089.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29120.611328 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -29120.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29142.437500 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -29142.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29154.964844 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -29154.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29162.695312 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -29162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29168.943359 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -29168.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29174.013672 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -29174.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29174.013672 Penalty: 1853.729370
	Iteration 11F: 3 clusters Score -29174.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -39477.570312 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -39477.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38448.082031 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -38448.08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38810.097656 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -38810.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39099.921875 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -39099.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39287.761719 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -39287.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39357.468750 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -39357.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39373.273438 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -39373.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39382.210938 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -39382.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39386.078125 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -39386.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39392.718750 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -39392.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39398.175781 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -39398.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39404.273438 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -39404.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39414.929688 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -39414.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39420.273438 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -39420.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39426.089844 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -39426.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39426.089844 Penalty: 2041.736694
	Iteration 14F: 3 clusters Score -39426.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67441 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61260 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44160 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65453 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56476 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971256.000000 Penalty: 95829.117188
Iteration 479Q: 45 clusters Score -8.597126e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 56812 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62845 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67390 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 61435 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 27526 members 
Mstep: Class 14 contains 51447 members 
Mstep: Class 15 contains 12320 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51596 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44095 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5405 members 
Mstep: Class 26 contains 9883 members 
Mstep: Class 27 contains 24448 members 
Mstep: Class 28 contains 3434 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65556 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56517 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8300 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970840.000000 Penalty: 95829.117188
Iteration 480F: 45 clusters Score -8.597084e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56582 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62882 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67332 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 61628 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18241 members 
Mstep: Class 13 contains 27518 members 
Mstep: Class 14 contains 51392 members 
Mstep: Class 15 contains 12329 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51671 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44030 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 9884 members 
Mstep: Class 27 contains 24438 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65621 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56590 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8306 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970680.000000 Penalty: 95829.117188
Iteration 481Q: 45 clusters Score -8.597068e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56383 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62911 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67301 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 61771 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18257 members 
Mstep: Class 13 contains 27489 members 
Mstep: Class 14 contains 51309 members 
Mstep: Class 15 contains 12336 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51754 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43950 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5312 members 
Mstep: Class 26 contains 9889 members 
Mstep: Class 27 contains 24447 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65697 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56681 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8311 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970760.000000 Penalty: 95829.117188
Iteration 482Q: 45 clusters Score -8.597076e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56174 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 62985 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67302 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 61905 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 27465 members 
Mstep: Class 14 contains 51200 members 
Mstep: Class 15 contains 12345 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51809 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43868 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 26 contains 9892 members 
Mstep: Class 27 contains 24450 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65735 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56814 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8316 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970608.000000 Penalty: 95829.117188
Iteration 483Q: 45 clusters Score -8.597061e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 55978 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63048 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67293 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62024 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 27441 members 
Mstep: Class 14 contains 51077 members 
Mstep: Class 15 contains 12355 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51857 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43847 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 9895 members 
Mstep: Class 27 contains 24451 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65758 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 56945 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8327 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970400.000000 Penalty: 95829.117188
Iteration 484Q: 45 clusters Score -8.59704e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55784 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63133 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67271 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62130 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 27440 members 
Mstep: Class 14 contains 50956 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 51938 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43823 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5215 members 
Mstep: Class 26 contains 9897 members 
Mstep: Class 27 contains 24432 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65739 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 57084 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8330 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970304.000000 Penalty: 95829.117188
Iteration 485Q: 45 clusters Score -8.59703e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55638 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63237 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67241 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62261 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18265 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 50783 members 
Mstep: Class 15 contains 12382 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52045 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43842 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5179 members 
Mstep: Class 26 contains 9899 members 
Mstep: Class 27 contains 24416 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65580 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 57266 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8329 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970024.000000 Penalty: 95829.117188
Iteration 486Q: 45 clusters Score -8.597002e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55482 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63338 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67218 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62381 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18278 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 50621 members 
Mstep: Class 15 contains 12397 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52197 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43877 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5148 members 
Mstep: Class 26 contains 9900 members 
Mstep: Class 27 contains 24409 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65337 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 57458 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8330 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970192.000000 Penalty: 95829.117188
Iteration 487Q: 45 clusters Score -8.597019e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55342 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63417 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67211 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62483 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 27422 members 
Mstep: Class 14 contains 50457 members 
Mstep: Class 15 contains 12403 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52351 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 43937 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5124 members 
Mstep: Class 26 contains 9899 members 
Mstep: Class 27 contains 24404 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 65058 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 57685 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8328 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970112.000000 Penalty: 95829.117188
Iteration 488Q: 45 clusters Score -8.597011e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55189 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63507 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67206 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62522 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18292 members 
Mstep: Class 13 contains 27426 members 
Mstep: Class 14 contains 50307 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52490 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44008 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 9898 members 
Mstep: Class 27 contains 24409 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64780 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 57916 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8319 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969928.000000 Penalty: 95829.117188
Iteration 489Q: 45 clusters Score -8.596993e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55055 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63576 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67203 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62498 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18296 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 50161 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52665 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44077 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5085 members 
Mstep: Class 26 contains 9899 members 
Mstep: Class 27 contains 24394 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64547 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58146 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8319 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969488.000000 Penalty: 95829.117188
Iteration 490Q: 45 clusters Score -8.596949e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54904 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63656 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62458 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 27443 members 
Mstep: Class 14 contains 50051 members 
Mstep: Class 15 contains 12446 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52857 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5064 members 
Mstep: Class 26 contains 9899 members 
Mstep: Class 27 contains 24382 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64306 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58351 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8314 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969632.000000 Penalty: 95829.117188
Iteration 491Q: 45 clusters Score -8.596963e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54734 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63759 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67217 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62416 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18318 members 
Mstep: Class 13 contains 27453 members 
Mstep: Class 14 contains 49986 members 
Mstep: Class 15 contains 12451 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 52967 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44232 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5052 members 
Mstep: Class 26 contains 9900 members 
Mstep: Class 27 contains 24367 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 64103 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58535 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969944.000000 Penalty: 95829.117188
Iteration 492Q: 45 clusters Score -8.596994e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54532 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63869 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67225 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62396 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 27459 members 
Mstep: Class 14 contains 49959 members 
Mstep: Class 15 contains 12468 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53057 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44316 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 9895 members 
Mstep: Class 27 contains 24356 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63880 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58715 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8307 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970200.000000 Penalty: 95829.117188
Iteration 493Q: 45 clusters Score -8.59702e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54324 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 63990 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67232 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62372 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 27463 members 
Mstep: Class 14 contains 49964 members 
Mstep: Class 15 contains 12476 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53104 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44411 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 9895 members 
Mstep: Class 27 contains 24344 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63674 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58872 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8308 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970096.000000 Penalty: 95829.117188
Iteration 494Q: 45 clusters Score -8.59701e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54157 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64106 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67243 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62403 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 27472 members 
Mstep: Class 14 contains 49947 members 
Mstep: Class 15 contains 12490 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53133 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44522 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 9897 members 
Mstep: Class 27 contains 24338 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63433 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 58995 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8304 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970232.000000 Penalty: 95829.117188
Iteration 495Q: 45 clusters Score -8.597023e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53960 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64214 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67269 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 62393 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18386 members 
Mstep: Class 13 contains 27479 members 
Mstep: Class 14 contains 49946 members 
Mstep: Class 15 contains 12499 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53140 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44639 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 9896 members 
Mstep: Class 27 contains 24340 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 63230 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 59113 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970072.000000 Penalty: 95829.117188
Iteration 496Q: 45 clusters Score -8.597007e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53766 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64336 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67283 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 62395 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18404 members 
Mstep: Class 13 contains 27472 members 
Mstep: Class 14 contains 49996 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53157 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 9894 members 
Mstep: Class 27 contains 24331 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62998 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 59220 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970496.000000 Penalty: 95829.117188
Iteration 497Q: 45 clusters Score -8.59705e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53557 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64461 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67290 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 62376 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18423 members 
Mstep: Class 13 contains 27475 members 
Mstep: Class 14 contains 50101 members 
Mstep: Class 15 contains 12540 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53129 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 44892 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4959 members 
Mstep: Class 26 contains 9894 members 
Mstep: Class 27 contains 24294 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62748 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 59359 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8301 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971048.000000 Penalty: 95829.117188
Iteration 498Q: 45 clusters Score -8.597105e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53348 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64579 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67298 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 62310 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18440 members 
Mstep: Class 13 contains 27479 members 
Mstep: Class 14 contains 50214 members 
Mstep: Class 15 contains 12558 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53088 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45024 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 9897 members 
Mstep: Class 27 contains 24275 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62546 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 59497 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971008.000000 Penalty: 95829.117188
Iteration 499Q: 45 clusters Score -8.597101e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53148 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 64687 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 67298 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 62210 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 18469 members 
Mstep: Class 13 contains 27492 members 
Mstep: Class 14 contains 50310 members 
Mstep: Class 15 contains 12584 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 53052 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 16098 members 
Mstep: Class 22 contains 45151 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 218 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 9893 members 
Mstep: Class 27 contains 24258 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 62363 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 1400 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 59651 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 392 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 373 members 
Mstep: Class 42 contains 8297 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 45 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971112.000000 Penalty: 95829.117188
Iteration 500F: 45 clusters Score -8.597111e+07 nChanged 2794
Maximum iterations exceeded
--- Evaluating fit on full set of 1985312 points ---
Entering Unmasked Estep 
Score: -256656112.000000 Penalty: 103684.195312
20->45 Clusters: Score -256656112.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 33100 members 
Mstep: Class 3 contains 33248 members 
Mstep: Class 4 contains 33281 members 
Mstep: Class 5 contains 32960 members 
Mstep: Class 6 contains 33202 members 
Mstep: Class 7 contains 33086 members 
Mstep: Class 8 contains 33305 members 
Mstep: Class 9 contains 32946 members 
Mstep: Class 10 contains 33025 members 
Mstep: Class 11 contains 33023 members 
Mstep: Class 12 contains 32900 members 
Mstep: Class 13 contains 32850 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 33084 members 
Mstep: Class 16 contains 33174 members 
Mstep: Class 17 contains 33033 members 
Mstep: Class 18 contains 33117 members 
Mstep: Class 19 contains 32904 members 
Mstep: Class 20 contains 33247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 354.445984 but Gain 2177.937500
Score: -77956216.000000 Penalty: 41380.753906
Iteration 0F: 20 clusters Score -7.795622e+07 nChanged 628882
Entering Unmasked Mstep 
Mstep: Class 0 contains 3122 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 29842 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 574483 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1207.663818 but Gain 2177.933594
Score: -83618304.000000 Penalty: 39202.820312
Iteration 1F: 19 clusters Score -8.36183e+07 nChanged 100742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1750 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 51466 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 509110 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 14407 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 1213 members 
Mstep: Class 20 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1523.238525 but Gain 2177.933594
Score: -84172776.000000 Penalty: 37024.886719
Iteration 2F: 18 clusters Score -8.417278e+07 nChanged 140329
Entering Unmasked Mstep 
Mstep: Class 0 contains 990 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 82213 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 857 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 393508 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 20967 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84708856.000000 Penalty: 37024.886719
Iteration 3F: 18 clusters Score -8.470886e+07 nChanged 153555
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 200293 members 
Mstep: Class 2 contains 113829 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 10 contains 21910 members 
Mstep: Class 11 contains 676 members 
Mstep: Class 12 contains 282821 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 512 members 
Mstep: Class 17 contains 21113 members 
Mstep: Class 18 contains 1410 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85098872.000000 Penalty: 37024.886719
Iteration 4F: 18 clusters Score -8.509887e+07 nChanged 109909
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 151359 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 10 contains 27252 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 250407 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 19339 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85320976.000000 Penalty: 37024.886719
Iteration 5F: 18 clusters Score -8.532098e+07 nChanged 76555
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 176954 members 
Mstep: Class 2 contains 175000 members 
Mstep: Class 3 contains 16796 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 10 contains 31486 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 223766 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 19188 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85366696.000000 Penalty: 37024.886719
Iteration 6F: 18 clusters Score -8.53667e+07 nChanged 56322
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 186292 members 
Mstep: Class 3 contains 19926 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 204729 members 
Mstep: Class 13 contains 1240 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 19147 members 
Mstep: Class 18 contains 5883 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85411464.000000 Penalty: 37024.886719
Iteration 7F: 18 clusters Score -8.541146e+07 nChanged 42296
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 168982 members 
Mstep: Class 2 contains 186311 members 
Mstep: Class 3 contains 23397 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 10 contains 38978 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 197103 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 1220 members 
Mstep: Class 15 contains 9193 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 19145 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85452320.000000 Penalty: 37024.886719
Iteration 8F: 18 clusters Score -8.545232e+07 nChanged 32942
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 183593 members 
Mstep: Class 3 contains 27219 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 10 contains 41292 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 192656 members 
Mstep: Class 13 contains 1307 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 11702 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85482672.000000 Penalty: 37024.886719
Iteration 9Q: 18 clusters Score -8.548267e+07 nChanged 28018
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 180017 members 
Mstep: Class 3 contains 31235 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 10 contains 42667 members 
Mstep: Class 11 contains 1374 members 
Mstep: Class 12 contains 190057 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 13119 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 956 members 
Mstep: Class 20 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85505056.000000 Penalty: 37024.886719
Iteration 10Q: 18 clusters Score -8.550506e+07 nChanged 24736
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 155501 members 
Mstep: Class 2 contains 176244 members 
Mstep: Class 3 contains 35347 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 188516 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 14634 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 18895 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85523168.000000 Penalty: 37024.886719
Iteration 11Q: 18 clusters Score -8.552317e+07 nChanged 21118
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 173061 members 
Mstep: Class 3 contains 39377 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 10 contains 43648 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 187455 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 15895 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 22590 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85540024.000000 Penalty: 37024.886719
Iteration 12Q: 18 clusters Score -8.554002e+07 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 170304 members 
Mstep: Class 3 contains 43020 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 10 contains 43707 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 186453 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 26200 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85553192.000000 Penalty: 37024.886719
Iteration 13Q: 18 clusters Score -8.555319e+07 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 167632 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 185654 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 17846 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 29675 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85563896.000000 Penalty: 37024.886719
Iteration 14Q: 18 clusters Score -8.55639e+07 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 137909 members 
Mstep: Class 2 contains 165118 members 
Mstep: Class 3 contains 49845 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 10 contains 43143 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 184761 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 18590 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 33095 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85572408.000000 Penalty: 37024.886719
Iteration 15Q: 18 clusters Score -8.557241e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 134591 members 
Mstep: Class 2 contains 162795 members 
Mstep: Class 3 contains 52826 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 10 contains 42582 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 183820 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579616.000000 Penalty: 37024.886719
Iteration 16Q: 18 clusters Score -8.557962e+07 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 131845 members 
Mstep: Class 2 contains 160231 members 
Mstep: Class 3 contains 55547 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 10 contains 41911 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 182633 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 40530 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85585880.000000 Penalty: 37024.886719
Iteration 17Q: 18 clusters Score -8.558588e+07 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 157409 members 
Mstep: Class 3 contains 57894 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 10 contains 41196 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 181386 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 20189 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 44829 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85593584.000000 Penalty: 37024.886719
Iteration 18Q: 18 clusters Score -8.559358e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 155088 members 
Mstep: Class 3 contains 59898 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 10 contains 40500 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 179670 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 20516 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 49764 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85602048.000000 Penalty: 37024.886719
Iteration 19Q: 18 clusters Score -8.560205e+07 nChanged 14124
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 153055 members 
Mstep: Class 3 contains 61696 members 
Mstep: Class 4 contains 1297 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 10 contains 39901 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 177208 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 20732 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 55632 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85612824.000000 Penalty: 37024.886719
Iteration 20F: 18 clusters Score -8.561282e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 121386 members 
Mstep: Class 2 contains 150826 members 
Mstep: Class 3 contains 63380 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 10 contains 39301 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 173854 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 20895 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 62793 members 
Mstep: Class 19 contains 919 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85624936.000000 Penalty: 37024.886719
Iteration 21Q: 18 clusters Score -8.562494e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 148315 members 
Mstep: Class 3 contains 64754 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 10 contains 38806 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 169353 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 20932 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 71676 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85637192.000000 Penalty: 37024.886719
Iteration 22Q: 18 clusters Score -8.563719e+07 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 145583 members 
Mstep: Class 3 contains 65798 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 10 contains 38422 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 163124 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 20914 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 82918 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85651072.000000 Penalty: 37024.886719
Iteration 23Q: 18 clusters Score -8.565107e+07 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 142658 members 
Mstep: Class 3 contains 66628 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 38032 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 154805 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 20857 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 97019 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85665264.000000 Penalty: 37024.886719
Iteration 24Q: 18 clusters Score -8.566526e+07 nChanged 25262
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 139586 members 
Mstep: Class 3 contains 67488 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 10 contains 37784 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 145093 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 113145 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85678912.000000 Penalty: 37024.886719
Iteration 25Q: 18 clusters Score -8.567891e+07 nChanged 24222
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 137076 members 
Mstep: Class 3 contains 68589 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 10 contains 37841 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 138424 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 20413 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 125219 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85682504.000000 Penalty: 37024.886719
Iteration 26Q: 18 clusters Score -8.56825e+07 nChanged 20754
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 135692 members 
Mstep: Class 3 contains 69618 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 38153 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 136075 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 20198 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 129213 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85684112.000000 Penalty: 37024.886719
Iteration 27Q: 18 clusters Score -8.568411e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 135178 members 
Mstep: Class 3 contains 70419 members 
Mstep: Class 4 contains 1308 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 10 contains 38513 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 135335 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 20062 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 128579 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85687000.000000 Penalty: 37024.886719
Iteration 28Q: 18 clusters Score -8.5687e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 134765 members 
Mstep: Class 3 contains 71163 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 10 contains 38838 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 134411 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19939 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 127191 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85689896.000000 Penalty: 37024.886719
Iteration 29Q: 18 clusters Score -8.56899e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 134403 members 
Mstep: Class 3 contains 71909 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 10 contains 39136 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 133273 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 125990 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85692552.000000 Penalty: 37024.886719
Iteration 30Q: 18 clusters Score -8.569255e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 133951 members 
Mstep: Class 3 contains 72593 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 132196 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 19715 members 
Mstep: Class 16 contains 903 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 125048 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85694496.000000 Penalty: 37024.886719
Iteration 31Q: 18 clusters Score -8.56945e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 133460 members 
Mstep: Class 3 contains 73216 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 10 contains 39698 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 131483 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 19661 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 124270 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85696144.000000 Penalty: 37024.886719
Iteration 32Q: 18 clusters Score -8.569614e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 133027 members 
Mstep: Class 3 contains 73754 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 10 contains 39940 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 130844 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 19613 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 123690 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85698328.000000 Penalty: 37024.886719
Iteration 33Q: 18 clusters Score -8.569833e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 132534 members 
Mstep: Class 3 contains 74224 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 10 contains 40181 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 130321 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 19573 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 123306 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85699760.000000 Penalty: 37024.886719
Iteration 34Q: 18 clusters Score -8.569976e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 132043 members 
Mstep: Class 3 contains 74682 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 10 contains 40438 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 130041 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 122872 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85700704.000000 Penalty: 37024.886719
Iteration 35Q: 18 clusters Score -8.57007e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 131715 members 
Mstep: Class 3 contains 75093 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 10 contains 40697 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 129730 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 122589 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85702160.000000 Penalty: 37024.886719
Iteration 36Q: 18 clusters Score -8.570216e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 131383 members 
Mstep: Class 3 contains 75456 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 40942 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 129535 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19473 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 122348 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85703088.000000 Penalty: 37024.886719
Iteration 37Q: 18 clusters Score -8.570309e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 131159 members 
Mstep: Class 3 contains 75737 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 41226 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 129436 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 122113 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85704048.000000 Penalty: 37024.886719
Iteration 38Q: 18 clusters Score -8.570405e+07 nChanged 5628
Entering ConstructFrom: 
Score: -85704048.000000 Penalty: 37024.886719
Entering ConstructFrom: 
Trying to split cluster 1 (113344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Entering Unmasked Estep 
Score: -14909772.000000 Penalty: 1891.204712
	Iteration 0F: 2 clusters Score -1.490977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -14849659.000000 Penalty: 3782.409424
	Iteration 0F: 3 clusters Score -1.484966e+07 nChanged 54591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -14882396.000000 Penalty: 3782.409424
	Iteration 1F: 3 clusters Score -1.48824e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -14884810.000000 Penalty: 3782.409424
	Iteration 2Q: 3 clusters Score -1.488481e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -14888836.000000 Penalty: 3782.409424
	Iteration 3F: 3 clusters Score -1.488884e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -14894948.000000 Penalty: 3782.409424
	Iteration 4F: 3 clusters Score -1.489495e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -14902760.000000 Penalty: 3782.409424
	Iteration 5F: 3 clusters Score -1.490276e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -14910307.000000 Penalty: 3782.409424
	Iteration 6F: 3 clusters Score -1.491031e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -14915118.000000 Penalty: 3782.409424
	Iteration 7F: 3 clusters Score -1.491512e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -14917767.000000 Penalty: 3782.409424
	Iteration 8Q: 3 clusters Score -1.491777e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -14919561.000000 Penalty: 3782.409424
	Iteration 9Q: 3 clusters Score -1.491956e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -14921296.000000 Penalty: 3782.409424
	Iteration 10Q: 3 clusters Score -1.49213e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -14922702.000000 Penalty: 3782.409424
	Iteration 11Q: 3 clusters Score -1.49227e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -14923773.000000 Penalty: 3782.409424
	Iteration 12Q: 3 clusters Score -1.492377e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -14924678.000000 Penalty: 3782.409424
	Iteration 13Q: 3 clusters Score -1.492468e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -14925294.000000 Penalty: 3782.409424
	Iteration 14Q: 3 clusters Score -1.492529e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -14925610.000000 Penalty: 3782.409424
	Iteration 15Q: 3 clusters Score -1.492561e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -14925837.000000 Penalty: 3782.409424
	Iteration 16Q: 3 clusters Score -1.492584e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -14925939.000000 Penalty: 3782.409424
	Iteration 17Q: 3 clusters Score -1.492594e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -14926085.000000 Penalty: 3782.409424
	Iteration 18Q: 3 clusters Score -1.492608e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -14926108.000000 Penalty: 3782.409424
	Iteration 19Q: 3 clusters Score -1.492611e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -14926169.000000 Penalty: 3782.409424
	Iteration 20F: 3 clusters Score -1.492617e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -14926211.000000 Penalty: 3782.409424
	Iteration 21Q: 3 clusters Score -1.492621e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -14926231.000000 Penalty: 3782.409424
	Iteration 22Q: 3 clusters Score -1.492623e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -14926245.000000 Penalty: 3782.409424
	Iteration 23Q: 3 clusters Score -1.492624e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -14926227.000000 Penalty: 3782.409424
	Iteration 24Q: 3 clusters Score -1.492623e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -14926246.000000 Penalty: 3782.409424
	Iteration 25Q: 3 clusters Score -1.492625e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -14926240.000000 Penalty: 3782.409424
	Iteration 26Q: 3 clusters Score -1.492624e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -14926242.000000 Penalty: 3782.409424
	Iteration 27Q: 3 clusters Score -1.492624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -14926267.000000 Penalty: 3782.409424
	Iteration 28Q: 3 clusters Score -1.492627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -14926254.000000 Penalty: 3782.409424
	Iteration 29Q: 3 clusters Score -1.492625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -14926269.000000 Penalty: 3782.409424
	Iteration 30Q: 3 clusters Score -1.492627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -14926281.000000 Penalty: 3782.409424
	Iteration 31Q: 3 clusters Score -1.492628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -14926291.000000 Penalty: 3782.409424
	Iteration 32Q: 3 clusters Score -1.492629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -14926303.000000 Penalty: 3782.409424
	Iteration 33Q: 3 clusters Score -1.49263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -14926289.000000 Penalty: 3782.409424
	Iteration 34Q: 3 clusters Score -1.492629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -14926290.000000 Penalty: 3782.409424
	Iteration 35Q: 3 clusters Score -1.492629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -14926285.000000 Penalty: 3782.409424
	Iteration 36Q: 3 clusters Score -1.492628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -14926289.000000 Penalty: 3782.409424
	Iteration 37Q: 3 clusters Score -1.492629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -14926280.000000 Penalty: 3782.409424
	Iteration 38Q: 3 clusters Score -1.492628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -14926281.000000 Penalty: 3782.409424
	Iteration 39Q: 3 clusters Score -1.492628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -14926281.000000 Penalty: 3782.409424
	Iteration 40F: 3 clusters Score -1.492628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -14926284.000000 Penalty: 3782.409424
	Iteration 41Q: 3 clusters Score -1.492628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -14926281.000000 Penalty: 3782.409424
	Iteration 42Q: 3 clusters Score -1.492628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -14926272.000000 Penalty: 3782.409424
	Iteration 43Q: 3 clusters Score -1.492627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -14926271.000000 Penalty: 3782.409424
	Iteration 44Q: 3 clusters Score -1.492627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -14926284.000000 Penalty: 3782.409424
	Iteration 45Q: 3 clusters Score -1.492628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -14926278.000000 Penalty: 3782.409424
	Iteration 46Q: 3 clusters Score -1.492628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -14926275.000000 Penalty: 3782.409424
	Iteration 47Q: 3 clusters Score -1.492628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -14926269.000000 Penalty: 3782.409424
	Iteration 48Q: 3 clusters Score -1.492627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -14926275.000000 Penalty: 3782.409424
	Iteration 49Q: 3 clusters Score -1.492628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -14926265.000000 Penalty: 3782.409424
	Iteration 50Q: 3 clusters Score -1.492626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -14926266.000000 Penalty: 3782.409424
	Iteration 51Q: 3 clusters Score -1.492627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -14926269.000000 Penalty: 3782.409424
	Iteration 52Q: 3 clusters Score -1.492627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -14926273.000000 Penalty: 3782.409424
	Iteration 53Q: 3 clusters Score -1.492627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -14926276.000000 Penalty: 3782.409424
	Iteration 54Q: 3 clusters Score -1.492628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -14926277.000000 Penalty: 3782.409424
	Iteration 55Q: 3 clusters Score -1.492628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -14926273.000000 Penalty: 3782.409424
	Iteration 56Q: 3 clusters Score -1.492627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -14926276.000000 Penalty: 3782.409424
	Iteration 57Q: 3 clusters Score -1.492628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -14926275.000000 Penalty: 3782.409424
	Iteration 58Q: 3 clusters Score -1.492628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -14926271.000000 Penalty: 3782.409424
	Iteration 59Q: 3 clusters Score -1.492627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -14926273.000000 Penalty: 3782.409424
	Iteration 60F: 3 clusters Score -1.492627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 130912 members 
Mstep: Class 3 contains 75937 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
Score: -85722584.000000 Penalty: 39202.820312
Splitting cluster 1 changes total score from -85704048.000000 to -85722584.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (130912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Entering Unmasked Estep 
Score: -17251700.000000 Penalty: 1914.620605
	Iteration 0F: 2 clusters Score -1.72517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -17204272.000000 Penalty: 3829.241211
	Iteration 0F: 3 clusters Score -1.720427e+07 nChanged 63210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -17242618.000000 Penalty: 3829.241211
	Iteration 1F: 3 clusters Score -1.724262e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -17244402.000000 Penalty: 3829.241211
	Iteration 2Q: 3 clusters Score -1.72444e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -17246992.000000 Penalty: 3829.241211
	Iteration 3Q: 3 clusters Score -1.724699e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -17250460.000000 Penalty: 3829.241211
	Iteration 4F: 3 clusters Score -1.725046e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -17255372.000000 Penalty: 3829.241211
	Iteration 5F: 3 clusters Score -1.725537e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 3829.241211
	Iteration 6F: 3 clusters Score -1.726135e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3829.241211
	Iteration 7F: 3 clusters Score -1.726689e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -17270422.000000 Penalty: 3829.241211
	Iteration 8F: 3 clusters Score -1.727042e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -17271716.000000 Penalty: 3829.241211
	Iteration 9Q: 3 clusters Score -1.727172e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -17272300.000000 Penalty: 3829.241211
	Iteration 10Q: 3 clusters Score -1.72723e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -17272798.000000 Penalty: 3829.241211
	Iteration 11Q: 3 clusters Score -1.72728e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -17273068.000000 Penalty: 3829.241211
	Iteration 12Q: 3 clusters Score -1.727307e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -17273432.000000 Penalty: 3829.241211
	Iteration 13Q: 3 clusters Score -1.727343e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -17273672.000000 Penalty: 3829.241211
	Iteration 14Q: 3 clusters Score -1.727367e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -17273776.000000 Penalty: 3829.241211
	Iteration 15Q: 3 clusters Score -1.727378e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -17273954.000000 Penalty: 3829.241211
	Iteration 16Q: 3 clusters Score -1.727395e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -17274008.000000 Penalty: 3829.241211
	Iteration 17Q: 3 clusters Score -1.727401e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -17274112.000000 Penalty: 3829.241211
	Iteration 18Q: 3 clusters Score -1.727411e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -17274222.000000 Penalty: 3829.241211
	Iteration 19Q: 3 clusters Score -1.727422e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -17274310.000000 Penalty: 3829.241211
	Iteration 20F: 3 clusters Score -1.727431e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -17274344.000000 Penalty: 3829.241211
	Iteration 21Q: 3 clusters Score -1.727434e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -17274398.000000 Penalty: 3829.241211
	Iteration 22Q: 3 clusters Score -1.72744e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -17274432.000000 Penalty: 3829.241211
	Iteration 23Q: 3 clusters Score -1.727443e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -17274396.000000 Penalty: 3829.241211
	Iteration 24Q: 3 clusters Score -1.72744e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -17274344.000000 Penalty: 3829.241211
	Iteration 25Q: 3 clusters Score -1.727434e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -17274282.000000 Penalty: 3829.241211
	Iteration 26Q: 3 clusters Score -1.727428e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -17274234.000000 Penalty: 3829.241211
	Iteration 27Q: 3 clusters Score -1.727423e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -17274194.000000 Penalty: 3829.241211
	Iteration 28Q: 3 clusters Score -1.727419e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -17274090.000000 Penalty: 3829.241211
	Iteration 29Q: 3 clusters Score -1.727409e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -17274138.000000 Penalty: 3829.241211
	Iteration 30Q: 3 clusters Score -1.727414e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -17274076.000000 Penalty: 3829.241211
	Iteration 31Q: 3 clusters Score -1.727408e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -17274026.000000 Penalty: 3829.241211
	Iteration 32Q: 3 clusters Score -1.727403e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -17273992.000000 Penalty: 3829.241211
	Iteration 33Q: 3 clusters Score -1.727399e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -17273950.000000 Penalty: 3829.241211
	Iteration 34Q: 3 clusters Score -1.727395e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -17273826.000000 Penalty: 3829.241211
	Iteration 35Q: 3 clusters Score -1.727383e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -17273934.000000 Penalty: 3829.241211
	Iteration 36Q: 3 clusters Score -1.727393e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -17274008.000000 Penalty: 3829.241211
	Iteration 37Q: 3 clusters Score -1.727401e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -17274030.000000 Penalty: 3829.241211
	Iteration 38Q: 3 clusters Score -1.727403e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -17273986.000000 Penalty: 3829.241211
	Iteration 39Q: 3 clusters Score -1.727399e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -17273922.000000 Penalty: 3829.241211
	Iteration 40F: 3 clusters Score -1.727392e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -17273840.000000 Penalty: 3829.241211
	Iteration 41Q: 3 clusters Score -1.727384e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -17273710.000000 Penalty: 3829.241211
	Iteration 42Q: 3 clusters Score -1.727371e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -17273676.000000 Penalty: 3829.241211
	Iteration 43Q: 3 clusters Score -1.727368e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -17273650.000000 Penalty: 3829.241211
	Iteration 44Q: 3 clusters Score -1.727365e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -17273570.000000 Penalty: 3829.241211
	Iteration 45Q: 3 clusters Score -1.727357e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -17273542.000000 Penalty: 3829.241211
	Iteration 46Q: 3 clusters Score -1.727354e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -17273462.000000 Penalty: 3829.241211
	Iteration 47Q: 3 clusters Score -1.727346e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -17273466.000000 Penalty: 3829.241211
	Iteration 48Q: 3 clusters Score -1.727347e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -17273328.000000 Penalty: 3829.241211
	Iteration 49Q: 3 clusters Score -1.727333e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -17273312.000000 Penalty: 3829.241211
	Iteration 50Q: 3 clusters Score -1.727331e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -17273252.000000 Penalty: 3829.241211
	Iteration 51Q: 3 clusters Score -1.727325e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -17273294.000000 Penalty: 3829.241211
	Iteration 52Q: 3 clusters Score -1.727329e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -17273248.000000 Penalty: 3829.241211
	Iteration 53Q: 3 clusters Score -1.727325e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -17273154.000000 Penalty: 3829.241211
	Iteration 54Q: 3 clusters Score -1.727315e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -17273092.000000 Penalty: 3829.241211
	Iteration 55Q: 3 clusters Score -1.727309e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -17273018.000000 Penalty: 3829.241211
	Iteration 56Q: 3 clusters Score -1.727302e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -17273062.000000 Penalty: 3829.241211
	Iteration 57Q: 3 clusters Score -1.727306e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -17273040.000000 Penalty: 3829.241211
	Iteration 58Q: 3 clusters Score -1.727304e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -17272974.000000 Penalty: 3829.241211
	Iteration 59Q: 3 clusters Score -1.727297e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -17272908.000000 Penalty: 3829.241211
	Iteration 60F: 3 clusters Score -1.727291e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -17272860.000000 Penalty: 3829.241211
	Iteration 61Q: 3 clusters Score -1.727286e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -17272914.000000 Penalty: 3829.241211
	Iteration 62Q: 3 clusters Score -1.727291e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -17272922.000000 Penalty: 3829.241211
	Iteration 63Q: 3 clusters Score -1.727292e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -17272920.000000 Penalty: 3829.241211
	Iteration 64Q: 3 clusters Score -1.727292e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -17272940.000000 Penalty: 3829.241211
	Iteration 65Q: 3 clusters Score -1.727294e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -17272970.000000 Penalty: 3829.241211
	Iteration 66Q: 3 clusters Score -1.727297e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -17272938.000000 Penalty: 3829.241211
	Iteration 67Q: 3 clusters Score -1.727294e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -17272904.000000 Penalty: 3829.241211
	Iteration 68Q: 3 clusters Score -1.72729e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -17272870.000000 Penalty: 3829.241211
	Iteration 69Q: 3 clusters Score -1.727287e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -17272862.000000 Penalty: 3829.241211
	Iteration 70Q: 3 clusters Score -1.727286e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -17272848.000000 Penalty: 3829.241211
	Iteration 71Q: 3 clusters Score -1.727285e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -17272838.000000 Penalty: 3829.241211
	Iteration 72Q: 3 clusters Score -1.727284e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -17272880.000000 Penalty: 3829.241211
	Iteration 73Q: 3 clusters Score -1.727288e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -17272838.000000 Penalty: 3829.241211
	Iteration 74Q: 3 clusters Score -1.727284e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -17272838.000000 Penalty: 3829.241211
	Iteration 75Q: 3 clusters Score -1.727284e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -17272848.000000 Penalty: 3829.241211
	Iteration 76Q: 3 clusters Score -1.727285e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -17272956.000000 Penalty: 3829.241211
	Iteration 77Q: 3 clusters Score -1.727296e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -17272906.000000 Penalty: 3829.241211
	Iteration 78Q: 3 clusters Score -1.727291e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -17272972.000000 Penalty: 3829.241211
	Iteration 79Q: 3 clusters Score -1.727297e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -17272978.000000 Penalty: 3829.241211
	Iteration 80F: 3 clusters Score -1.727298e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -17273006.000000 Penalty: 3829.241211
	Iteration 81Q: 3 clusters Score -1.727301e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -17273012.000000 Penalty: 3829.241211
	Iteration 82Q: 3 clusters Score -1.727301e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -17272990.000000 Penalty: 3829.241211
	Iteration 83Q: 3 clusters Score -1.727299e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -17272998.000000 Penalty: 3829.241211
	Iteration 84Q: 3 clusters Score -1.7273e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -17272982.000000 Penalty: 3829.241211
	Iteration 85Q: 3 clusters Score -1.727298e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -17272894.000000 Penalty: 3829.241211
	Iteration 86Q: 3 clusters Score -1.727289e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -17272896.000000 Penalty: 3829.241211
	Iteration 87Q: 3 clusters Score -1.72729e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -17272904.000000 Penalty: 3829.241211
	Iteration 88Q: 3 clusters Score -1.72729e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -17272900.000000 Penalty: 3829.241211
	Iteration 89Q: 3 clusters Score -1.72729e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -17272860.000000 Penalty: 3829.241211
	Iteration 90Q: 3 clusters Score -1.727286e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -17272790.000000 Penalty: 3829.241211
	Iteration 91Q: 3 clusters Score -1.727279e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -17272748.000000 Penalty: 3829.241211
	Iteration 92Q: 3 clusters Score -1.727275e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -17272770.000000 Penalty: 3829.241211
	Iteration 93Q: 3 clusters Score -1.727277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -17272824.000000 Penalty: 3829.241211
	Iteration 94Q: 3 clusters Score -1.727282e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -17272788.000000 Penalty: 3829.241211
	Iteration 95Q: 3 clusters Score -1.727279e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -17272796.000000 Penalty: 3829.241211
	Iteration 96Q: 3 clusters Score -1.72728e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -17272758.000000 Penalty: 3829.241211
	Iteration 97Q: 3 clusters Score -1.727276e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -17272726.000000 Penalty: 3829.241211
	Iteration 98Q: 3 clusters Score -1.727273e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -17272716.000000 Penalty: 3829.241211
	Iteration 99Q: 3 clusters Score -1.727272e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -17272752.000000 Penalty: 3829.241211
	Iteration 100F: 3 clusters Score -1.727275e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -17272730.000000 Penalty: 3829.241211
	Iteration 101Q: 3 clusters Score -1.727273e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -17272728.000000 Penalty: 3829.241211
	Iteration 102Q: 3 clusters Score -1.727273e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -17272720.000000 Penalty: 3829.241211
	Iteration 103Q: 3 clusters Score -1.727272e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -17272754.000000 Penalty: 3829.241211
	Iteration 104Q: 3 clusters Score -1.727275e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -17272800.000000 Penalty: 3829.241211
	Iteration 105Q: 3 clusters Score -1.72728e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -17272776.000000 Penalty: 3829.241211
	Iteration 106Q: 3 clusters Score -1.727278e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -17272770.000000 Penalty: 3829.241211
	Iteration 107Q: 3 clusters Score -1.727277e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -17272740.000000 Penalty: 3829.241211
	Iteration 108Q: 3 clusters Score -1.727274e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -17272744.000000 Penalty: 3829.241211
	Iteration 109Q: 3 clusters Score -1.727274e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -17272788.000000 Penalty: 3829.241211
	Iteration 110Q: 3 clusters Score -1.727279e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -17272778.000000 Penalty: 3829.241211
	Iteration 111Q: 3 clusters Score -1.727278e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -17272804.000000 Penalty: 3829.241211
	Iteration 112Q: 3 clusters Score -1.72728e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -17272782.000000 Penalty: 3829.241211
	Iteration 113Q: 3 clusters Score -1.727278e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -17272802.000000 Penalty: 3829.241211
	Iteration 114Q: 3 clusters Score -1.72728e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -17272808.000000 Penalty: 3829.241211
	Iteration 115Q: 3 clusters Score -1.727281e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -17272820.000000 Penalty: 3829.241211
	Iteration 116Q: 3 clusters Score -1.727282e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -17272808.000000 Penalty: 3829.241211
	Iteration 117Q: 3 clusters Score -1.727281e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -17272820.000000 Penalty: 3829.241211
	Iteration 118Q: 3 clusters Score -1.727282e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -17272822.000000 Penalty: 3829.241211
	Iteration 119Q: 3 clusters Score -1.727282e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -17272862.000000 Penalty: 3829.241211
	Iteration 120F: 3 clusters Score -1.727286e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -17272850.000000 Penalty: 3829.241211
	Iteration 121Q: 3 clusters Score -1.727285e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -17272868.000000 Penalty: 3829.241211
	Iteration 122Q: 3 clusters Score -1.727287e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -17272848.000000 Penalty: 3829.241211
	Iteration 123Q: 3 clusters Score -1.727285e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -17272858.000000 Penalty: 3829.241211
	Iteration 124Q: 3 clusters Score -1.727286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -17272884.000000 Penalty: 3829.241211
	Iteration 125Q: 3 clusters Score -1.727288e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -17272872.000000 Penalty: 3829.241211
	Iteration 126Q: 3 clusters Score -1.727287e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -17272888.000000 Penalty: 3829.241211
	Iteration 127Q: 3 clusters Score -1.727289e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -17272874.000000 Penalty: 3829.241211
	Iteration 128Q: 3 clusters Score -1.727287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -17272884.000000 Penalty: 3829.241211
	Iteration 129Q: 3 clusters Score -1.727288e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -17272898.000000 Penalty: 3829.241211
	Iteration 130Q: 3 clusters Score -1.72729e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -17272872.000000 Penalty: 3829.241211
	Iteration 131Q: 3 clusters Score -1.727287e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -17272898.000000 Penalty: 3829.241211
	Iteration 132Q: 3 clusters Score -1.72729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -17272892.000000 Penalty: 3829.241211
	Iteration 133Q: 3 clusters Score -1.727289e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -17272880.000000 Penalty: 3829.241211
	Iteration 134Q: 3 clusters Score -1.727288e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -17272868.000000 Penalty: 3829.241211
	Iteration 135Q: 3 clusters Score -1.727287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -17272870.000000 Penalty: 3829.241211
	Iteration 136Q: 3 clusters Score -1.727287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -17272848.000000 Penalty: 3829.241211
	Iteration 137Q: 3 clusters Score -1.727285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -17272852.000000 Penalty: 3829.241211
	Iteration 138Q: 3 clusters Score -1.727285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -17272854.000000 Penalty: 3829.241211
	Iteration 139Q: 3 clusters Score -1.727285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -17272864.000000 Penalty: 3829.241211
	Iteration 140F: 3 clusters Score -1.727286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -17272850.000000 Penalty: 3829.241211
	Iteration 141Q: 3 clusters Score -1.727285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -17272846.000000 Penalty: 3829.241211
	Iteration 142Q: 3 clusters Score -1.727285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -17272838.000000 Penalty: 3829.241211
	Iteration 143Q: 3 clusters Score -1.727284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -17272818.000000 Penalty: 3829.241211
	Iteration 144Q: 3 clusters Score -1.727282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -17272816.000000 Penalty: 3829.241211
	Iteration 145Q: 3 clusters Score -1.727282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 146Q: 3 clusters Score -1.727281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -17272804.000000 Penalty: 3829.241211
	Iteration 147Q: 3 clusters Score -1.72728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -17272804.000000 Penalty: 3829.241211
	Iteration 148Q: 3 clusters Score -1.72728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -17272796.000000 Penalty: 3829.241211
	Iteration 149Q: 3 clusters Score -1.72728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -17272800.000000 Penalty: 3829.241211
	Iteration 150Q: 3 clusters Score -1.72728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -17272798.000000 Penalty: 3829.241211
	Iteration 151Q: 3 clusters Score -1.72728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 152Q: 3 clusters Score -1.727281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -17272818.000000 Penalty: 3829.241211
	Iteration 153Q: 3 clusters Score -1.727282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 154Q: 3 clusters Score -1.727281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -17272796.000000 Penalty: 3829.241211
	Iteration 155Q: 3 clusters Score -1.72728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -17272800.000000 Penalty: 3829.241211
	Iteration 156Q: 3 clusters Score -1.72728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -17272820.000000 Penalty: 3829.241211
	Iteration 157Q: 3 clusters Score -1.727282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -17272820.000000 Penalty: 3829.241211
	Iteration 158Q: 3 clusters Score -1.727282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -17272826.000000 Penalty: 3829.241211
	Iteration 159Q: 3 clusters Score -1.727283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -17272796.000000 Penalty: 3829.241211
	Iteration 160F: 3 clusters Score -1.72728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 161Q: 3 clusters Score -1.727281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -17272826.000000 Penalty: 3829.241211
	Iteration 162Q: 3 clusters Score -1.727283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -17272800.000000 Penalty: 3829.241211
	Iteration 163Q: 3 clusters Score -1.72728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 164Q: 3 clusters Score -1.727281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -17272814.000000 Penalty: 3829.241211
	Iteration 165Q: 3 clusters Score -1.727281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -17272810.000000 Penalty: 3829.241211
	Iteration 166Q: 3 clusters Score -1.727281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 167Q: 3 clusters Score -1.727281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -17272808.000000 Penalty: 3829.241211
	Iteration 168Q: 3 clusters Score -1.727281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -17272812.000000 Penalty: 3829.241211
	Iteration 169Q: 3 clusters Score -1.727281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -17272822.000000 Penalty: 3829.241211
	Iteration 170Q: 3 clusters Score -1.727282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -17272822.000000 Penalty: 3829.241211
	Iteration 171Q: 3 clusters Score -1.727282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -17272828.000000 Penalty: 3829.241211
	Iteration 172Q: 3 clusters Score -1.727283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -17272804.000000 Penalty: 3829.241211
	Iteration 173Q: 3 clusters Score -1.72728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -17272804.000000 Penalty: 3829.241211
	Iteration 174Q: 3 clusters Score -1.72728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -17272802.000000 Penalty: 3829.241211
	Iteration 175Q: 3 clusters Score -1.72728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -17272784.000000 Penalty: 3829.241211
	Iteration 176Q: 3 clusters Score -1.727278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -17272798.000000 Penalty: 3829.241211
	Iteration 177Q: 3 clusters Score -1.72728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -17272784.000000 Penalty: 3829.241211
	Iteration 178Q: 3 clusters Score -1.727278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -17272782.000000 Penalty: 3829.241211
	Iteration 179Q: 3 clusters Score -1.727278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -17272800.000000 Penalty: 3829.241211
	Iteration 180F: 3 clusters Score -1.72728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -17272792.000000 Penalty: 3829.241211
	Iteration 181Q: 3 clusters Score -1.727279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -17272788.000000 Penalty: 3829.241211
	Iteration 182Q: 3 clusters Score -1.727279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -17272748.000000 Penalty: 3829.241211
	Iteration 183Q: 3 clusters Score -1.727275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -17272744.000000 Penalty: 3829.241211
	Iteration 184Q: 3 clusters Score -1.727274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -17272728.000000 Penalty: 3829.241211
	Iteration 185Q: 3 clusters Score -1.727273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -17272724.000000 Penalty: 3829.241211
	Iteration 186Q: 3 clusters Score -1.727272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -17272718.000000 Penalty: 3829.241211
	Iteration 187Q: 3 clusters Score -1.727272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -17272716.000000 Penalty: 3829.241211
	Iteration 188Q: 3 clusters Score -1.727272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -17272730.000000 Penalty: 3829.241211
	Iteration 189Q: 3 clusters Score -1.727273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -17272732.000000 Penalty: 3829.241211
	Iteration 190Q: 3 clusters Score -1.727273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -17272734.000000 Penalty: 3829.241211
	Iteration 191Q: 3 clusters Score -1.727273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -17272742.000000 Penalty: 3829.241211
	Iteration 192Q: 3 clusters Score -1.727274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -17272712.000000 Penalty: 3829.241211
	Iteration 193Q: 3 clusters Score -1.727271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -17272726.000000 Penalty: 3829.241211
	Iteration 194Q: 3 clusters Score -1.727273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -17272700.000000 Penalty: 3829.241211
	Iteration 195Q: 3 clusters Score -1.72727e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -17272690.000000 Penalty: 3829.241211
	Iteration 196Q: 3 clusters Score -1.727269e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -17272686.000000 Penalty: 3829.241211
	Iteration 197Q: 3 clusters Score -1.727269e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -17272698.000000 Penalty: 3829.241211
	Iteration 198Q: 3 clusters Score -1.72727e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -17272682.000000 Penalty: 3829.241211
	Iteration 199Q: 3 clusters Score -1.727268e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -17272684.000000 Penalty: 3829.241211
	Iteration 200F: 3 clusters Score -1.727268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -17272666.000000 Penalty: 3829.241211
	Iteration 201Q: 3 clusters Score -1.727267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 202Q: 3 clusters Score -1.727263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -17272642.000000 Penalty: 3829.241211
	Iteration 203Q: 3 clusters Score -1.727264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -17272630.000000 Penalty: 3829.241211
	Iteration 204Q: 3 clusters Score -1.727263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -17272642.000000 Penalty: 3829.241211
	Iteration 205Q: 3 clusters Score -1.727264e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -17272638.000000 Penalty: 3829.241211
	Iteration 206Q: 3 clusters Score -1.727264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -17272636.000000 Penalty: 3829.241211
	Iteration 207Q: 3 clusters Score -1.727264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -17272644.000000 Penalty: 3829.241211
	Iteration 208Q: 3 clusters Score -1.727264e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -17272642.000000 Penalty: 3829.241211
	Iteration 209Q: 3 clusters Score -1.727264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 210Q: 3 clusters Score -1.727263e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 211Q: 3 clusters Score -1.727263e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -17272604.000000 Penalty: 3829.241211
	Iteration 212Q: 3 clusters Score -1.72726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -17272614.000000 Penalty: 3829.241211
	Iteration 213Q: 3 clusters Score -1.727261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -17272588.000000 Penalty: 3829.241211
	Iteration 214Q: 3 clusters Score -1.727259e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -17272600.000000 Penalty: 3829.241211
	Iteration 215Q: 3 clusters Score -1.72726e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -17272604.000000 Penalty: 3829.241211
	Iteration 216Q: 3 clusters Score -1.72726e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -17272578.000000 Penalty: 3829.241211
	Iteration 217Q: 3 clusters Score -1.727258e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -17272606.000000 Penalty: 3829.241211
	Iteration 218Q: 3 clusters Score -1.727261e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -17272594.000000 Penalty: 3829.241211
	Iteration 219Q: 3 clusters Score -1.727259e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -17272576.000000 Penalty: 3829.241211
	Iteration 220F: 3 clusters Score -1.727258e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -17272574.000000 Penalty: 3829.241211
	Iteration 221Q: 3 clusters Score -1.727257e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -17272570.000000 Penalty: 3829.241211
	Iteration 222Q: 3 clusters Score -1.727257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -17272596.000000 Penalty: 3829.241211
	Iteration 223Q: 3 clusters Score -1.72726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -17272580.000000 Penalty: 3829.241211
	Iteration 224Q: 3 clusters Score -1.727258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -17272576.000000 Penalty: 3829.241211
	Iteration 225Q: 3 clusters Score -1.727258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -17272562.000000 Penalty: 3829.241211
	Iteration 226Q: 3 clusters Score -1.727256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -17272566.000000 Penalty: 3829.241211
	Iteration 227Q: 3 clusters Score -1.727257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -17272580.000000 Penalty: 3829.241211
	Iteration 228Q: 3 clusters Score -1.727258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -17272598.000000 Penalty: 3829.241211
	Iteration 229Q: 3 clusters Score -1.72726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -17272578.000000 Penalty: 3829.241211
	Iteration 230Q: 3 clusters Score -1.727258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -17272588.000000 Penalty: 3829.241211
	Iteration 231Q: 3 clusters Score -1.727259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -17272588.000000 Penalty: 3829.241211
	Iteration 232Q: 3 clusters Score -1.727259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -17272598.000000 Penalty: 3829.241211
	Iteration 233Q: 3 clusters Score -1.72726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -17272598.000000 Penalty: 3829.241211
	Iteration 234Q: 3 clusters Score -1.72726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -17272612.000000 Penalty: 3829.241211
	Iteration 235Q: 3 clusters Score -1.727261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -17272582.000000 Penalty: 3829.241211
	Iteration 236Q: 3 clusters Score -1.727258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -17272576.000000 Penalty: 3829.241211
	Iteration 237Q: 3 clusters Score -1.727258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -17272580.000000 Penalty: 3829.241211
	Iteration 238Q: 3 clusters Score -1.727258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -17272588.000000 Penalty: 3829.241211
	Iteration 239Q: 3 clusters Score -1.727259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -17272586.000000 Penalty: 3829.241211
	Iteration 240F: 3 clusters Score -1.727259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -17272594.000000 Penalty: 3829.241211
	Iteration 241Q: 3 clusters Score -1.727259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -17272614.000000 Penalty: 3829.241211
	Iteration 242Q: 3 clusters Score -1.727261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -17272594.000000 Penalty: 3829.241211
	Iteration 243Q: 3 clusters Score -1.727259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -17272584.000000 Penalty: 3829.241211
	Iteration 244Q: 3 clusters Score -1.727258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -17272594.000000 Penalty: 3829.241211
	Iteration 245Q: 3 clusters Score -1.727259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -17272600.000000 Penalty: 3829.241211
	Iteration 246Q: 3 clusters Score -1.72726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -17272598.000000 Penalty: 3829.241211
	Iteration 247Q: 3 clusters Score -1.72726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -17272584.000000 Penalty: 3829.241211
	Iteration 248Q: 3 clusters Score -1.727258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -17272564.000000 Penalty: 3829.241211
	Iteration 249Q: 3 clusters Score -1.727256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -17272572.000000 Penalty: 3829.241211
	Iteration 250Q: 3 clusters Score -1.727257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -17272602.000000 Penalty: 3829.241211
	Iteration 251Q: 3 clusters Score -1.72726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -17272604.000000 Penalty: 3829.241211
	Iteration 252Q: 3 clusters Score -1.72726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -17272614.000000 Penalty: 3829.241211
	Iteration 253Q: 3 clusters Score -1.727261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -17272620.000000 Penalty: 3829.241211
	Iteration 254Q: 3 clusters Score -1.727262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -17272608.000000 Penalty: 3829.241211
	Iteration 255Q: 3 clusters Score -1.727261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -17272608.000000 Penalty: 3829.241211
	Iteration 256Q: 3 clusters Score -1.727261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -17272602.000000 Penalty: 3829.241211
	Iteration 257Q: 3 clusters Score -1.72726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -17272606.000000 Penalty: 3829.241211
	Iteration 258Q: 3 clusters Score -1.727261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -17272618.000000 Penalty: 3829.241211
	Iteration 259Q: 3 clusters Score -1.727262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -17272614.000000 Penalty: 3829.241211
	Iteration 260F: 3 clusters Score -1.727261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -17272616.000000 Penalty: 3829.241211
	Iteration 261Q: 3 clusters Score -1.727262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 262Q: 3 clusters Score -1.727263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -17272614.000000 Penalty: 3829.241211
	Iteration 263Q: 3 clusters Score -1.727261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -17272618.000000 Penalty: 3829.241211
	Iteration 264Q: 3 clusters Score -1.727262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 265Q: 3 clusters Score -1.727263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -17272618.000000 Penalty: 3829.241211
	Iteration 266Q: 3 clusters Score -1.727262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -17272620.000000 Penalty: 3829.241211
	Iteration 267Q: 3 clusters Score -1.727262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -17272630.000000 Penalty: 3829.241211
	Iteration 268Q: 3 clusters Score -1.727263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -17272636.000000 Penalty: 3829.241211
	Iteration 269Q: 3 clusters Score -1.727264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -17272632.000000 Penalty: 3829.241211
	Iteration 270Q: 3 clusters Score -1.727263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -17272634.000000 Penalty: 3829.241211
	Iteration 271Q: 3 clusters Score -1.727263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -17272634.000000 Penalty: 3829.241211
	Iteration 272Q: 3 clusters Score -1.727263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 273Q: 3 clusters Score -1.727263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 274Q: 3 clusters Score -1.727263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -17272626.000000 Penalty: 3829.241211
	Iteration 275Q: 3 clusters Score -1.727263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -17272624.000000 Penalty: 3829.241211
	Iteration 276Q: 3 clusters Score -1.727262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -17272628.000000 Penalty: 3829.241211
	Iteration 277Q: 3 clusters Score -1.727263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -17272626.000000 Penalty: 3829.241211
	Iteration 278Q: 3 clusters Score -1.727263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -17272630.000000 Penalty: 3829.241211
	Iteration 279Q: 3 clusters Score -1.727263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -17272622.000000 Penalty: 3829.241211
	Iteration 280F: 3 clusters Score -1.727262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -17272610.000000 Penalty: 3829.241211
	Iteration 281Q: 3 clusters Score -1.727261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -17272610.000000 Penalty: 3829.241211
	Iteration 282Q: 3 clusters Score -1.727261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -17272612.000000 Penalty: 3829.241211
	Iteration 283Q: 3 clusters Score -1.727261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -17272620.000000 Penalty: 3829.241211
	Iteration 284Q: 3 clusters Score -1.727262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -17272620.000000 Penalty: 3829.241211
	Iteration 285F: 3 clusters Score -1.727262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 75937 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
Score: -85744704.000000 Penalty: 41380.753906
Splitting cluster 2 changes total score from -85704048.000000 to -85744704.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (75937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Entering Unmasked Estep 
Score: -9794878.000000 Penalty: 1826.119629
	Iteration 0F: 2 clusters Score -9794878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9749238.000000 Penalty: 3652.239258
	Iteration 0F: 3 clusters Score -9749238 nChanged 36164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -9772320.000000 Penalty: 3652.239258
	Iteration 1F: 3 clusters Score -9772320 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9776690.000000 Penalty: 3652.239258
	Iteration 2F: 3 clusters Score -9776690 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -9783490.000000 Penalty: 3652.239258
	Iteration 3F: 3 clusters Score -9783490 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -9791478.000000 Penalty: 3652.239258
	Iteration 4F: 3 clusters Score -9791478 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -9797182.000000 Penalty: 3652.239258
	Iteration 5F: 3 clusters Score -9797182 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -9799845.000000 Penalty: 3652.239258
	Iteration 6Q: 3 clusters Score -9799845 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -9801179.000000 Penalty: 3652.239258
	Iteration 7Q: 3 clusters Score -9801179 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -9801840.000000 Penalty: 3652.239258
	Iteration 8Q: 3 clusters Score -9801840 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -9802244.000000 Penalty: 3652.239258
	Iteration 9Q: 3 clusters Score -9802244 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -9802511.000000 Penalty: 3652.239258
	Iteration 10Q: 3 clusters Score -9802511 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -9802689.000000 Penalty: 3652.239258
	Iteration 11Q: 3 clusters Score -9802689 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -9802744.000000 Penalty: 3652.239258
	Iteration 12Q: 3 clusters Score -9802744 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -9802820.000000 Penalty: 3652.239258
	Iteration 13Q: 3 clusters Score -9802820 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -9802864.000000 Penalty: 3652.239258
	Iteration 14Q: 3 clusters Score -9802864 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -9802917.000000 Penalty: 3652.239258
	Iteration 15Q: 3 clusters Score -9802917 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -9802980.000000 Penalty: 3652.239258
	Iteration 16Q: 3 clusters Score -9802980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -9802985.000000 Penalty: 3652.239258
	Iteration 17Q: 3 clusters Score -9802985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -9802994.000000 Penalty: 3652.239258
	Iteration 18Q: 3 clusters Score -9802994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -9802983.000000 Penalty: 3652.239258
	Iteration 19Q: 3 clusters Score -9802983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -9802993.000000 Penalty: 3652.239258
	Iteration 20F: 3 clusters Score -9802993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -9803007.000000 Penalty: 3652.239258
	Iteration 21Q: 3 clusters Score -9803007 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -9803012.000000 Penalty: 3652.239258
	Iteration 22Q: 3 clusters Score -9803012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -9803018.000000 Penalty: 3652.239258
	Iteration 23Q: 3 clusters Score -9803018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -9803011.000000 Penalty: 3652.239258
	Iteration 24Q: 3 clusters Score -9803011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -9803026.000000 Penalty: 3652.239258
	Iteration 25Q: 3 clusters Score -9803026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -9803005.000000 Penalty: 3652.239258
	Iteration 26Q: 3 clusters Score -9803005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -9803019.000000 Penalty: 3652.239258
	Iteration 27Q: 3 clusters Score -9803019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9803031.000000 Penalty: 3652.239258
	Iteration 28Q: 3 clusters Score -9803031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -9803017.000000 Penalty: 3652.239258
	Iteration 29Q: 3 clusters Score -9803017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -9803021.000000 Penalty: 3652.239258
	Iteration 30Q: 3 clusters Score -9803021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -9803016.000000 Penalty: 3652.239258
	Iteration 31Q: 3 clusters Score -9803016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -9803016.000000 Penalty: 3652.239258
	Iteration 32Q: 3 clusters Score -9803016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -9803016.000000 Penalty: 3652.239258
	Iteration 33Q: 3 clusters Score -9803016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -9803013.000000 Penalty: 3652.239258
	Iteration 34Q: 3 clusters Score -9803013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -9803013.000000 Penalty: 3652.239258
	Iteration 35Q: 3 clusters Score -9803013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -9803023.000000 Penalty: 3652.239258
	Iteration 36Q: 3 clusters Score -9803023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -9803021.000000 Penalty: 3652.239258
	Iteration 37Q: 3 clusters Score -9803021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -9803021.000000 Penalty: 3652.239258
	Iteration 38F: 3 clusters Score -9803021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Entering Unmasked Estep 
Score: -85753008.000000 Penalty: 43558.691406
Splitting cluster 3 changes total score from -85704048.000000 to -85753008.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -133652.140625 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -133652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132367.109375 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -132367.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134074.531250 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -134074.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134741.609375 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -134741.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135033.984375 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -135034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135158.265625 Penalty: 2334.511230
	Iteration 4Q: 3 clusters Score -135158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135268.765625 Penalty: 2334.511230
	Iteration 5Q: 3 clusters Score -135268.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135442.359375 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -135442.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135515.062500 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -135515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135553.453125 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -135553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135574.296875 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -135574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135607.156250 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -135607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135635.203125 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -135635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135652.625000 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -135652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135661.953125 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -135662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135664.015625 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -135664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135664.390625 Penalty: 2334.511230
	Iteration 15Q: 3 clusters Score -135664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135664.390625 Penalty: 2334.511230
	Iteration 16F: 3 clusters Score -135664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Entering Unmasked Estep 
Score: -85754032.000000 Penalty: 45736.625000
Splitting cluster 4 changes total score from -85704048.000000 to -85754032.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -209163.593750 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -209163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207740.578125 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -207740.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209007.718750 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -209007.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211769.265625 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -211769.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -215694.984375 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -215695 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -216511.843750 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -216511.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -216604.281250 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -216604.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -216620.265625 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -216620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -216624.156250 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -216624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -216626.765625 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -216626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -216626.765625 Penalty: 2400.804199
	Iteration 9F: 3 clusters Score -216626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 41491 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Entering Unmasked Estep 
Score: -85760512.000000 Penalty: 47914.558594
Splitting cluster 6 changes total score from -85704048.000000 to -85760512.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -111029.992188 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -111030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109682.609375 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -109682.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109988.257812 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -109988.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110161.242188 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -110161.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110356.226562 Penalty: 2212.219482
	Iteration 3F: 3 clusters Score -110356.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110560.609375 Penalty: 2212.219482
	Iteration 4F: 3 clusters Score -110560.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110648.703125 Penalty: 2212.219482
	Iteration 5F: 3 clusters Score -110648.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110701.390625 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -110701.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110733.781250 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -110733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -110748.625000 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -110748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110759.929688 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -110759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110770.984375 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -110771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110778.281250 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -110778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110780.945312 Penalty: 2212.219482
	Iteration 12Q: 3 clusters Score -110780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110784.351562 Penalty: 2212.219482
	Iteration 13Q: 3 clusters Score -110784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110784.351562 Penalty: 2212.219482
	Iteration 14F: 3 clusters Score -110784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Entering Unmasked Estep 
Score: -5259858.500000 Penalty: 1727.900269
	Iteration 0F: 2 clusters Score -5259858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5232186.500000 Penalty: 3455.800537
	Iteration 0F: 3 clusters Score -5232186 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5243614.500000 Penalty: 3455.800537
	Iteration 1F: 3 clusters Score -5243614 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5246180.500000 Penalty: 3455.800537
	Iteration 2F: 3 clusters Score -5246180 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5251629.000000 Penalty: 3455.800537
	Iteration 3F: 3 clusters Score -5251629 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -5256752.500000 Penalty: 3455.800537
	Iteration 4F: 3 clusters Score -5256752 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5260540.000000 Penalty: 3455.800537
	Iteration 5F: 3 clusters Score -5260540 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5263451.500000 Penalty: 3455.800537
	Iteration 6F: 3 clusters Score -5263452 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -5265506.000000 Penalty: 3455.800537
	Iteration 7F: 3 clusters Score -5265506 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -5267050.500000 Penalty: 3455.800537
	Iteration 8Q: 3 clusters Score -5267050 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5268185.000000 Penalty: 3455.800537
	Iteration 9Q: 3 clusters Score -5268185 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5269084.000000 Penalty: 3455.800537
	Iteration 10Q: 3 clusters Score -5269084 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5269820.000000 Penalty: 3455.800537
	Iteration 11Q: 3 clusters Score -5269820 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5270395.500000 Penalty: 3455.800537
	Iteration 12Q: 3 clusters Score -5270396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5270756.000000 Penalty: 3455.800537
	Iteration 13Q: 3 clusters Score -5270756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5271028.000000 Penalty: 3455.800537
	Iteration 14Q: 3 clusters Score -5271028 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5271259.500000 Penalty: 3455.800537
	Iteration 15Q: 3 clusters Score -5271260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5271431.500000 Penalty: 3455.800537
	Iteration 16Q: 3 clusters Score -5271432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5271512.500000 Penalty: 3455.800537
	Iteration 17Q: 3 clusters Score -5271512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5271553.000000 Penalty: 3455.800537
	Iteration 18Q: 3 clusters Score -5271553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5271577.000000 Penalty: 3455.800537
	Iteration 19Q: 3 clusters Score -5271577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5271583.500000 Penalty: 3455.800537
	Iteration 20F: 3 clusters Score -5271584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5271580.500000 Penalty: 3455.800537
	Iteration 21Q: 3 clusters Score -5271580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -5271591.000000 Penalty: 3455.800537
	Iteration 22Q: 3 clusters Score -5271591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -5271587.500000 Penalty: 3455.800537
	Iteration 23Q: 3 clusters Score -5271588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5271587.500000 Penalty: 3455.800537
	Iteration 24Q: 3 clusters Score -5271588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5271582.500000 Penalty: 3455.800537
	Iteration 25Q: 3 clusters Score -5271582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5271584.500000 Penalty: 3455.800537
	Iteration 26Q: 3 clusters Score -5271584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5271584.500000 Penalty: 3455.800537
	Iteration 27F: 3 clusters Score -5271584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Entering Unmasked Estep 
Score: -85771280.000000 Penalty: 50092.492188
Splitting cluster 10 changes total score from -85704048.000000 to -85771280.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -108722.289062 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -108722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -107307.187500 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -107307.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108472.617188 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -108472.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -108993.484375 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -108993.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109380.046875 Penalty: 2360.582031
	Iteration 3F: 3 clusters Score -109380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110077.710938 Penalty: 2360.582031
	Iteration 4F: 3 clusters Score -110077.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110596.937500 Penalty: 2360.582031
	Iteration 5F: 3 clusters Score -110596.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -110821.406250 Penalty: 2360.582031
	Iteration 6Q: 3 clusters Score -110821.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -110920.531250 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -110920.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -111000.109375 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -111000.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -111115.687500 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -111115.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -111200.648438 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -111200.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -111259.601562 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -111259.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111268.781250 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -111268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -111279.429688 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -111279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -111283.601562 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -111283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -111287.859375 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -111287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -111288.609375 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -111288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -111288.679688 Penalty: 2360.582031
	Iteration 17Q: 3 clusters Score -111288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -111291.968750 Penalty: 2360.582031
	Iteration 18F: 3 clusters Score -111292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -111296.687500 Penalty: 2360.582031
	Iteration 19Q: 3 clusters Score -111296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -111297.351562 Penalty: 2360.582031
	Iteration 20F: 3 clusters Score -111297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111297.406250 Penalty: 2360.582031
	Iteration 21Q: 3 clusters Score -111297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111297.406250 Penalty: 2360.582031
	Iteration 22F: 3 clusters Score -111297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 129354 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Entering Unmasked Estep 
Score: -85772840.000000 Penalty: 52270.425781
Splitting cluster 11 changes total score from -85704048.000000 to -85772840.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (129354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Entering Unmasked Estep 
Score: -17300474.000000 Penalty: 1912.675171
	Iteration 0F: 2 clusters Score -1.730047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -17280600.000000 Penalty: 3825.350342
	Iteration 0F: 3 clusters Score -1.72806e+07 nChanged 61975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -17316240.000000 Penalty: 3825.350342
	Iteration 1F: 3 clusters Score -1.731624e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -17316968.000000 Penalty: 3825.350342
	Iteration 2Q: 3 clusters Score -1.731697e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -17318158.000000 Penalty: 3825.350342
	Iteration 3Q: 3 clusters Score -1.731816e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -17320188.000000 Penalty: 3825.350342
	Iteration 4Q: 3 clusters Score -1.732019e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -17323860.000000 Penalty: 3825.350342
	Iteration 5F: 3 clusters Score -1.732386e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -17330120.000000 Penalty: 3825.350342
	Iteration 6F: 3 clusters Score -1.733012e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -17337396.000000 Penalty: 3825.350342
	Iteration 7F: 3 clusters Score -1.73374e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -17341540.000000 Penalty: 3825.350342
	Iteration 8F: 3 clusters Score -1.734154e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -17342296.000000 Penalty: 3825.350342
	Iteration 9Q: 3 clusters Score -1.73423e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -17342190.000000 Penalty: 3825.350342
	Iteration 10Q: 3 clusters Score -1.734219e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -17342042.000000 Penalty: 3825.350342
	Iteration 11Q: 3 clusters Score -1.734204e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -17341822.000000 Penalty: 3825.350342
	Iteration 12Q: 3 clusters Score -1.734182e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -17341464.000000 Penalty: 3825.350342
	Iteration 13Q: 3 clusters Score -1.734146e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -17341072.000000 Penalty: 3825.350342
	Iteration 14Q: 3 clusters Score -1.734107e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -17340764.000000 Penalty: 3825.350342
	Iteration 15Q: 3 clusters Score -1.734076e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -17340508.000000 Penalty: 3825.350342
	Iteration 16Q: 3 clusters Score -1.734051e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -17340142.000000 Penalty: 3825.350342
	Iteration 17Q: 3 clusters Score -1.734014e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -17339890.000000 Penalty: 3825.350342
	Iteration 18Q: 3 clusters Score -1.733989e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -17339618.000000 Penalty: 3825.350342
	Iteration 19Q: 3 clusters Score -1.733962e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -17339500.000000 Penalty: 3825.350342
	Iteration 20F: 3 clusters Score -1.73395e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -17339406.000000 Penalty: 3825.350342
	Iteration 21Q: 3 clusters Score -1.733941e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -17339312.000000 Penalty: 3825.350342
	Iteration 22Q: 3 clusters Score -1.733931e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -17339296.000000 Penalty: 3825.350342
	Iteration 23Q: 3 clusters Score -1.73393e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -17339398.000000 Penalty: 3825.350342
	Iteration 24Q: 3 clusters Score -1.73394e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -17339378.000000 Penalty: 3825.350342
	Iteration 25Q: 3 clusters Score -1.733938e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -17339336.000000 Penalty: 3825.350342
	Iteration 26Q: 3 clusters Score -1.733934e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -17339358.000000 Penalty: 3825.350342
	Iteration 27Q: 3 clusters Score -1.733936e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -17339362.000000 Penalty: 3825.350342
	Iteration 28Q: 3 clusters Score -1.733936e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -17339454.000000 Penalty: 3825.350342
	Iteration 29Q: 3 clusters Score -1.733945e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -17339500.000000 Penalty: 3825.350342
	Iteration 30Q: 3 clusters Score -1.73395e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -17339584.000000 Penalty: 3825.350342
	Iteration 31Q: 3 clusters Score -1.733958e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -17339648.000000 Penalty: 3825.350342
	Iteration 32Q: 3 clusters Score -1.733965e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -17339676.000000 Penalty: 3825.350342
	Iteration 33Q: 3 clusters Score -1.733968e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -17339700.000000 Penalty: 3825.350342
	Iteration 34Q: 3 clusters Score -1.73397e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -17339764.000000 Penalty: 3825.350342
	Iteration 35Q: 3 clusters Score -1.733976e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -17339838.000000 Penalty: 3825.350342
	Iteration 36Q: 3 clusters Score -1.733984e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -17339854.000000 Penalty: 3825.350342
	Iteration 37Q: 3 clusters Score -1.733985e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -17339832.000000 Penalty: 3825.350342
	Iteration 38Q: 3 clusters Score -1.733983e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -17339882.000000 Penalty: 3825.350342
	Iteration 39Q: 3 clusters Score -1.733988e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -17339928.000000 Penalty: 3825.350342
	Iteration 40F: 3 clusters Score -1.733993e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -17339940.000000 Penalty: 3825.350342
	Iteration 41Q: 3 clusters Score -1.733994e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -17339930.000000 Penalty: 3825.350342
	Iteration 42Q: 3 clusters Score -1.733993e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -17340020.000000 Penalty: 3825.350342
	Iteration 43Q: 3 clusters Score -1.734002e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -17340060.000000 Penalty: 3825.350342
	Iteration 44Q: 3 clusters Score -1.734006e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -17339998.000000 Penalty: 3825.350342
	Iteration 45Q: 3 clusters Score -1.734e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -17340016.000000 Penalty: 3825.350342
	Iteration 46Q: 3 clusters Score -1.734002e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -17340012.000000 Penalty: 3825.350342
	Iteration 47Q: 3 clusters Score -1.734001e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -17340040.000000 Penalty: 3825.350342
	Iteration 48Q: 3 clusters Score -1.734004e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -17340056.000000 Penalty: 3825.350342
	Iteration 49Q: 3 clusters Score -1.734006e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -17340028.000000 Penalty: 3825.350342
	Iteration 50Q: 3 clusters Score -1.734003e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -17340032.000000 Penalty: 3825.350342
	Iteration 51Q: 3 clusters Score -1.734003e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -17340088.000000 Penalty: 3825.350342
	Iteration 52Q: 3 clusters Score -1.734009e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -17340128.000000 Penalty: 3825.350342
	Iteration 53Q: 3 clusters Score -1.734013e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -17340218.000000 Penalty: 3825.350342
	Iteration 54Q: 3 clusters Score -1.734022e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -17340188.000000 Penalty: 3825.350342
	Iteration 55Q: 3 clusters Score -1.734019e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -17340182.000000 Penalty: 3825.350342
	Iteration 56Q: 3 clusters Score -1.734018e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -17340198.000000 Penalty: 3825.350342
	Iteration 57Q: 3 clusters Score -1.73402e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -17340230.000000 Penalty: 3825.350342
	Iteration 58Q: 3 clusters Score -1.734023e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -17340246.000000 Penalty: 3825.350342
	Iteration 59Q: 3 clusters Score -1.734025e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -17340240.000000 Penalty: 3825.350342
	Iteration 60F: 3 clusters Score -1.734024e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -17340218.000000 Penalty: 3825.350342
	Iteration 61Q: 3 clusters Score -1.734022e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -17340158.000000 Penalty: 3825.350342
	Iteration 62Q: 3 clusters Score -1.734016e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -17340214.000000 Penalty: 3825.350342
	Iteration 63Q: 3 clusters Score -1.734021e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -17340254.000000 Penalty: 3825.350342
	Iteration 64Q: 3 clusters Score -1.734025e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -17340268.000000 Penalty: 3825.350342
	Iteration 65Q: 3 clusters Score -1.734027e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -17340280.000000 Penalty: 3825.350342
	Iteration 66Q: 3 clusters Score -1.734028e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -17340350.000000 Penalty: 3825.350342
	Iteration 67Q: 3 clusters Score -1.734035e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -17340386.000000 Penalty: 3825.350342
	Iteration 68Q: 3 clusters Score -1.734039e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -17340440.000000 Penalty: 3825.350342
	Iteration 69Q: 3 clusters Score -1.734044e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -17340456.000000 Penalty: 3825.350342
	Iteration 70Q: 3 clusters Score -1.734046e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -17340448.000000 Penalty: 3825.350342
	Iteration 71Q: 3 clusters Score -1.734045e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -17340470.000000 Penalty: 3825.350342
	Iteration 72Q: 3 clusters Score -1.734047e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -17340468.000000 Penalty: 3825.350342
	Iteration 73Q: 3 clusters Score -1.734047e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -17340500.000000 Penalty: 3825.350342
	Iteration 74Q: 3 clusters Score -1.73405e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -17340524.000000 Penalty: 3825.350342
	Iteration 75Q: 3 clusters Score -1.734052e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -17340492.000000 Penalty: 3825.350342
	Iteration 76Q: 3 clusters Score -1.734049e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -17340456.000000 Penalty: 3825.350342
	Iteration 77Q: 3 clusters Score -1.734046e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -17340480.000000 Penalty: 3825.350342
	Iteration 78Q: 3 clusters Score -1.734048e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -17340590.000000 Penalty: 3825.350342
	Iteration 79Q: 3 clusters Score -1.734059e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -17340620.000000 Penalty: 3825.350342
	Iteration 80F: 3 clusters Score -1.734062e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -17340682.000000 Penalty: 3825.350342
	Iteration 81Q: 3 clusters Score -1.734068e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -17340696.000000 Penalty: 3825.350342
	Iteration 82Q: 3 clusters Score -1.73407e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -17340702.000000 Penalty: 3825.350342
	Iteration 83Q: 3 clusters Score -1.73407e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -17340720.000000 Penalty: 3825.350342
	Iteration 84Q: 3 clusters Score -1.734072e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -17340782.000000 Penalty: 3825.350342
	Iteration 85Q: 3 clusters Score -1.734078e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -17340822.000000 Penalty: 3825.350342
	Iteration 86Q: 3 clusters Score -1.734082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -17340842.000000 Penalty: 3825.350342
	Iteration 87Q: 3 clusters Score -1.734084e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -17340844.000000 Penalty: 3825.350342
	Iteration 88Q: 3 clusters Score -1.734084e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -17340858.000000 Penalty: 3825.350342
	Iteration 89Q: 3 clusters Score -1.734086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -17340854.000000 Penalty: 3825.350342
	Iteration 90Q: 3 clusters Score -1.734085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -17340910.000000 Penalty: 3825.350342
	Iteration 91Q: 3 clusters Score -1.734091e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -17340894.000000 Penalty: 3825.350342
	Iteration 92Q: 3 clusters Score -1.734089e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -17340904.000000 Penalty: 3825.350342
	Iteration 93Q: 3 clusters Score -1.73409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -17340922.000000 Penalty: 3825.350342
	Iteration 94Q: 3 clusters Score -1.734092e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -17340920.000000 Penalty: 3825.350342
	Iteration 95Q: 3 clusters Score -1.734092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -17340954.000000 Penalty: 3825.350342
	Iteration 96Q: 3 clusters Score -1.734095e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -17340946.000000 Penalty: 3825.350342
	Iteration 97Q: 3 clusters Score -1.734095e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -17340942.000000 Penalty: 3825.350342
	Iteration 98Q: 3 clusters Score -1.734094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -17340954.000000 Penalty: 3825.350342
	Iteration 99Q: 3 clusters Score -1.734095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -17340956.000000 Penalty: 3825.350342
	Iteration 100F: 3 clusters Score -1.734096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -17340980.000000 Penalty: 3825.350342
	Iteration 101Q: 3 clusters Score -1.734098e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -17340990.000000 Penalty: 3825.350342
	Iteration 102Q: 3 clusters Score -1.734099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -17341006.000000 Penalty: 3825.350342
	Iteration 103Q: 3 clusters Score -1.734101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -17341010.000000 Penalty: 3825.350342
	Iteration 104Q: 3 clusters Score -1.734101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -17341026.000000 Penalty: 3825.350342
	Iteration 105Q: 3 clusters Score -1.734103e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -17341056.000000 Penalty: 3825.350342
	Iteration 106Q: 3 clusters Score -1.734106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -17341008.000000 Penalty: 3825.350342
	Iteration 107Q: 3 clusters Score -1.734101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -17340992.000000 Penalty: 3825.350342
	Iteration 108Q: 3 clusters Score -1.734099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -17340970.000000 Penalty: 3825.350342
	Iteration 109Q: 3 clusters Score -1.734097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -17340942.000000 Penalty: 3825.350342
	Iteration 110Q: 3 clusters Score -1.734094e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -17340958.000000 Penalty: 3825.350342
	Iteration 111Q: 3 clusters Score -1.734096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -17340952.000000 Penalty: 3825.350342
	Iteration 112Q: 3 clusters Score -1.734095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -17340958.000000 Penalty: 3825.350342
	Iteration 113Q: 3 clusters Score -1.734096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -17340970.000000 Penalty: 3825.350342
	Iteration 114Q: 3 clusters Score -1.734097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -17340956.000000 Penalty: 3825.350342
	Iteration 115Q: 3 clusters Score -1.734096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -17340970.000000 Penalty: 3825.350342
	Iteration 116Q: 3 clusters Score -1.734097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -17340986.000000 Penalty: 3825.350342
	Iteration 117Q: 3 clusters Score -1.734099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -17341002.000000 Penalty: 3825.350342
	Iteration 118Q: 3 clusters Score -1.7341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -17340982.000000 Penalty: 3825.350342
	Iteration 119Q: 3 clusters Score -1.734098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -17340998.000000 Penalty: 3825.350342
	Iteration 120F: 3 clusters Score -1.7341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -17341000.000000 Penalty: 3825.350342
	Iteration 121Q: 3 clusters Score -1.7341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -17340994.000000 Penalty: 3825.350342
	Iteration 122Q: 3 clusters Score -1.734099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -17340990.000000 Penalty: 3825.350342
	Iteration 123Q: 3 clusters Score -1.734099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -17341006.000000 Penalty: 3825.350342
	Iteration 124Q: 3 clusters Score -1.734101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -17341006.000000 Penalty: 3825.350342
	Iteration 125Q: 3 clusters Score -1.734101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -17341016.000000 Penalty: 3825.350342
	Iteration 126Q: 3 clusters Score -1.734102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -17341006.000000 Penalty: 3825.350342
	Iteration 127Q: 3 clusters Score -1.734101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -17341016.000000 Penalty: 3825.350342
	Iteration 128Q: 3 clusters Score -1.734102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 129Q: 3 clusters Score -1.734101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 130Q: 3 clusters Score -1.734101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -17341026.000000 Penalty: 3825.350342
	Iteration 131Q: 3 clusters Score -1.734103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -17341034.000000 Penalty: 3825.350342
	Iteration 132Q: 3 clusters Score -1.734103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -17341028.000000 Penalty: 3825.350342
	Iteration 133Q: 3 clusters Score -1.734103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -17341030.000000 Penalty: 3825.350342
	Iteration 134Q: 3 clusters Score -1.734103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -17341024.000000 Penalty: 3825.350342
	Iteration 135Q: 3 clusters Score -1.734102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -17341024.000000 Penalty: 3825.350342
	Iteration 136Q: 3 clusters Score -1.734102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -17341026.000000 Penalty: 3825.350342
	Iteration 137Q: 3 clusters Score -1.734103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -17341022.000000 Penalty: 3825.350342
	Iteration 138Q: 3 clusters Score -1.734102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -17341002.000000 Penalty: 3825.350342
	Iteration 139Q: 3 clusters Score -1.7341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -17341020.000000 Penalty: 3825.350342
	Iteration 140F: 3 clusters Score -1.734102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -17341028.000000 Penalty: 3825.350342
	Iteration 141Q: 3 clusters Score -1.734103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -17341032.000000 Penalty: 3825.350342
	Iteration 142Q: 3 clusters Score -1.734103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -17341036.000000 Penalty: 3825.350342
	Iteration 143Q: 3 clusters Score -1.734104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -17341038.000000 Penalty: 3825.350342
	Iteration 144Q: 3 clusters Score -1.734104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -17341036.000000 Penalty: 3825.350342
	Iteration 145Q: 3 clusters Score -1.734104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -17341026.000000 Penalty: 3825.350342
	Iteration 146Q: 3 clusters Score -1.734103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -17341034.000000 Penalty: 3825.350342
	Iteration 147Q: 3 clusters Score -1.734103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -17341024.000000 Penalty: 3825.350342
	Iteration 148Q: 3 clusters Score -1.734102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -17341022.000000 Penalty: 3825.350342
	Iteration 149Q: 3 clusters Score -1.734102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -17341020.000000 Penalty: 3825.350342
	Iteration 150Q: 3 clusters Score -1.734102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 151Q: 3 clusters Score -1.734101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -17341020.000000 Penalty: 3825.350342
	Iteration 152Q: 3 clusters Score -1.734102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -17341020.000000 Penalty: 3825.350342
	Iteration 153Q: 3 clusters Score -1.734102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -17341020.000000 Penalty: 3825.350342
	Iteration 154Q: 3 clusters Score -1.734102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -17341022.000000 Penalty: 3825.350342
	Iteration 155Q: 3 clusters Score -1.734102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 156Q: 3 clusters Score -1.734101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -17341010.000000 Penalty: 3825.350342
	Iteration 157Q: 3 clusters Score -1.734101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 158Q: 3 clusters Score -1.734101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -17341004.000000 Penalty: 3825.350342
	Iteration 159Q: 3 clusters Score -1.7341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -17341012.000000 Penalty: 3825.350342
	Iteration 160F: 3 clusters Score -1.734101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -17341012.000000 Penalty: 3825.350342
	Iteration 161Q: 3 clusters Score -1.734101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -17341010.000000 Penalty: 3825.350342
	Iteration 162Q: 3 clusters Score -1.734101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -17341006.000000 Penalty: 3825.350342
	Iteration 163Q: 3 clusters Score -1.734101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -17341002.000000 Penalty: 3825.350342
	Iteration 164Q: 3 clusters Score -1.7341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -17341008.000000 Penalty: 3825.350342
	Iteration 165Q: 3 clusters Score -1.734101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -17341012.000000 Penalty: 3825.350342
	Iteration 166Q: 3 clusters Score -1.734101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3825.350342
	Iteration 167Q: 3 clusters Score -1.734101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -17341024.000000 Penalty: 3825.350342
	Iteration 168Q: 3 clusters Score -1.734102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -17341018.000000 Penalty: 3825.350342
	Iteration 169Q: 3 clusters Score -1.734102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -17341040.000000 Penalty: 3825.350342
	Iteration 170Q: 3 clusters Score -1.734104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -17341032.000000 Penalty: 3825.350342
	Iteration 171Q: 3 clusters Score -1.734103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -17341040.000000 Penalty: 3825.350342
	Iteration 172Q: 3 clusters Score -1.734104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -17341044.000000 Penalty: 3825.350342
	Iteration 173Q: 3 clusters Score -1.734104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -17341054.000000 Penalty: 3825.350342
	Iteration 174Q: 3 clusters Score -1.734105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -17341058.000000 Penalty: 3825.350342
	Iteration 175Q: 3 clusters Score -1.734106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -17341066.000000 Penalty: 3825.350342
	Iteration 176Q: 3 clusters Score -1.734107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -17341080.000000 Penalty: 3825.350342
	Iteration 177Q: 3 clusters Score -1.734108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -17341066.000000 Penalty: 3825.350342
	Iteration 178Q: 3 clusters Score -1.734107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -17341066.000000 Penalty: 3825.350342
	Iteration 179Q: 3 clusters Score -1.734107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -17341066.000000 Penalty: 3825.350342
	Iteration 180F: 3 clusters Score -1.734107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -17341072.000000 Penalty: 3825.350342
	Iteration 181Q: 3 clusters Score -1.734107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -17341066.000000 Penalty: 3825.350342
	Iteration 182Q: 3 clusters Score -1.734107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -17341056.000000 Penalty: 3825.350342
	Iteration 183Q: 3 clusters Score -1.734106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -17341052.000000 Penalty: 3825.350342
	Iteration 184Q: 3 clusters Score -1.734105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -17341060.000000 Penalty: 3825.350342
	Iteration 185Q: 3 clusters Score -1.734106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -17341048.000000 Penalty: 3825.350342
	Iteration 186Q: 3 clusters Score -1.734105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -17341046.000000 Penalty: 3825.350342
	Iteration 187Q: 3 clusters Score -1.734105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -17341036.000000 Penalty: 3825.350342
	Iteration 188Q: 3 clusters Score -1.734104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -17341036.000000 Penalty: 3825.350342
	Iteration 189Q: 3 clusters Score -1.734104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -17341032.000000 Penalty: 3825.350342
	Iteration 190Q: 3 clusters Score -1.734103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -17341040.000000 Penalty: 3825.350342
	Iteration 191Q: 3 clusters Score -1.734104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -17341040.000000 Penalty: 3825.350342
	Iteration 192F: 3 clusters Score -1.734104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Entering Unmasked Estep 
Score: -85814960.000000 Penalty: 54448.363281
Splitting cluster 12 changes total score from -85704048.000000 to -85814960.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -161961.125000 Penalty: 1171.997925
	Iteration 0F: 2 clusters Score -161961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160390.421875 Penalty: 2343.995850
	Iteration 0F: 3 clusters Score -160390.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160892.015625 Penalty: 2343.995850
	Iteration 1F: 3 clusters Score -160892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -161225.093750 Penalty: 2343.995850
	Iteration 2F: 3 clusters Score -161225.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161591.625000 Penalty: 2343.995850
	Iteration 3F: 3 clusters Score -161591.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162105.875000 Penalty: 2343.995850
	Iteration 4F: 3 clusters Score -162105.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -162686.812500 Penalty: 2343.995850
	Iteration 5F: 3 clusters Score -162686.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163315.406250 Penalty: 2343.995850
	Iteration 6F: 3 clusters Score -163315.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164073.546875 Penalty: 2343.995850
	Iteration 7F: 3 clusters Score -164073.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -164729.156250 Penalty: 2343.995850
	Iteration 8Q: 3 clusters Score -164729.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -164995.843750 Penalty: 2343.995850
	Iteration 9Q: 3 clusters Score -164995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165071.609375 Penalty: 2343.995850
	Iteration 10Q: 3 clusters Score -165071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165096.078125 Penalty: 2343.995850
	Iteration 11Q: 3 clusters Score -165096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165110.031250 Penalty: 2343.995850
	Iteration 12Q: 3 clusters Score -165110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165110.031250 Penalty: 2343.995850
	Iteration 13F: 3 clusters Score -165110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Entering Unmasked Estep 
Score: -85817104.000000 Penalty: 56626.296875
Splitting cluster 13 changes total score from -85704048.000000 to -85817104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -97176.585938 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -97176.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95975.148438 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -95975.15 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96531.640625 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -96531.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96753.359375 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -96753.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96915.835938 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -96915.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -97078.585938 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -97078.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97215.421875 Penalty: 2219.331299
	Iteration 5F: 3 clusters Score -97215.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97350.171875 Penalty: 2219.331299
	Iteration 6F: 3 clusters Score -97350.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97462.906250 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -97462.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97570.078125 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -97570.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97681.390625 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -97681.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97726.132812 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -97726.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97746.015625 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -97746.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97779.421875 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -97779.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -97822.367188 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -97822.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97843.890625 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -97843.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97862.734375 Penalty: 2219.331299
	Iteration 15Q: 3 clusters Score -97862.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -97883.070312 Penalty: 2219.331299
	Iteration 16Q: 3 clusters Score -97883.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97896.781250 Penalty: 2219.331299
	Iteration 17Q: 3 clusters Score -97896.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97903.789062 Penalty: 2219.331299
	Iteration 18Q: 3 clusters Score -97903.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97908.148438 Penalty: 2219.331299
	Iteration 19Q: 3 clusters Score -97908.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97925.945312 Penalty: 2219.331299
	Iteration 20F: 3 clusters Score -97925.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97955.523438 Penalty: 2219.331299
	Iteration 21Q: 3 clusters Score -97955.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98005.500000 Penalty: 2219.331299
	Iteration 22Q: 3 clusters Score -98005.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98052.992188 Penalty: 2219.331299
	Iteration 23Q: 3 clusters Score -98052.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98074.726562 Penalty: 2219.331299
	Iteration 24Q: 3 clusters Score -98074.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98108.937500 Penalty: 2219.331299
	Iteration 25Q: 3 clusters Score -98108.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98121.937500 Penalty: 2219.331299
	Iteration 26Q: 3 clusters Score -98121.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98125.593750 Penalty: 2219.331299
	Iteration 27Q: 3 clusters Score -98125.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98138.039062 Penalty: 2219.331299
	Iteration 28Q: 3 clusters Score -98138.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98147.210938 Penalty: 2219.331299
	Iteration 29Q: 3 clusters Score -98147.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98149.429688 Penalty: 2219.331299
	Iteration 30Q: 3 clusters Score -98149.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98149.429688 Penalty: 2219.331299
	Iteration 31F: 3 clusters Score -98149.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Entering Unmasked Estep 
Score: -85817000.000000 Penalty: 58804.230469
Splitting cluster 14 changes total score from -85704048.000000 to -85817000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (19463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Entering Unmasked Estep 
Score: -2506292.000000 Penalty: 1604.893921
	Iteration 0F: 2 clusters Score -2506292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2492974.750000 Penalty: 3209.787842
	Iteration 0F: 3 clusters Score -2492975 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2498259.500000 Penalty: 3209.787842
	Iteration 1F: 3 clusters Score -2498260 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2499658.000000 Penalty: 3209.787842
	Iteration 2F: 3 clusters Score -2499658 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2501542.250000 Penalty: 3209.787842
	Iteration 3F: 3 clusters Score -2501542 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2503690.500000 Penalty: 3209.787842
	Iteration 4F: 3 clusters Score -2503690 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2505497.500000 Penalty: 3209.787842
	Iteration 5F: 3 clusters Score -2505498 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2506667.000000 Penalty: 3209.787842
	Iteration 6F: 3 clusters Score -2506667 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2507292.750000 Penalty: 3209.787842
	Iteration 7Q: 3 clusters Score -2507293 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2507575.500000 Penalty: 3209.787842
	Iteration 8Q: 3 clusters Score -2507576 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2507736.000000 Penalty: 3209.787842
	Iteration 9Q: 3 clusters Score -2507736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2507824.750000 Penalty: 3209.787842
	Iteration 10Q: 3 clusters Score -2507825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2507887.250000 Penalty: 3209.787842
	Iteration 11Q: 3 clusters Score -2507887 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2507925.000000 Penalty: 3209.787842
	Iteration 12Q: 3 clusters Score -2507925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2507960.500000 Penalty: 3209.787842
	Iteration 13Q: 3 clusters Score -2507960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2507984.500000 Penalty: 3209.787842
	Iteration 14Q: 3 clusters Score -2507984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2508008.500000 Penalty: 3209.787842
	Iteration 15Q: 3 clusters Score -2508008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2508006.750000 Penalty: 3209.787842
	Iteration 16Q: 3 clusters Score -2508007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2508010.000000 Penalty: 3209.787842
	Iteration 17Q: 3 clusters Score -2508010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2508017.750000 Penalty: 3209.787842
	Iteration 18Q: 3 clusters Score -2508018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2508019.250000 Penalty: 3209.787842
	Iteration 19Q: 3 clusters Score -2508019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2508020.750000 Penalty: 3209.787842
	Iteration 20F: 3 clusters Score -2508021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2508019.250000 Penalty: 3209.787842
	Iteration 21Q: 3 clusters Score -2508019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2508024.750000 Penalty: 3209.787842
	Iteration 22Q: 3 clusters Score -2508025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2508025.250000 Penalty: 3209.787842
	Iteration 23Q: 3 clusters Score -2508025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2508025.250000 Penalty: 3209.787842
	Iteration 24F: 3 clusters Score -2508025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Entering Unmasked Estep 
Score: -85817864.000000 Penalty: 60982.164062
Splitting cluster 15 changes total score from -85704048.000000 to -85817864.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -103257.023438 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -103257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101998.718750 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -101998.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102679.492188 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -102679.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103135.890625 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -103135.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103365.015625 Penalty: 2210.416992
	Iteration 3F: 3 clusters Score -103365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103451.070312 Penalty: 2210.416992
	Iteration 4F: 3 clusters Score -103451.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103491.695312 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -103491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103509.117188 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -103509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103531.273438 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -103531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103543.734375 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -103543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103549.328125 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -103549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103550.843750 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -103550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103554.195312 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -103554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103555.906250 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -103555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103555.906250 Penalty: 2210.416992
	Iteration 13F: 3 clusters Score -103555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 571 members 
Entering Unmasked Estep 
Score: -85817224.000000 Penalty: 63160.101562
Splitting cluster 16 changes total score from -85704048.000000 to -85817224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (19140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Entering Unmasked Estep 
Score: -3074688.500000 Penalty: 1602.174438
	Iteration 0F: 2 clusters Score -3074688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3062050.750000 Penalty: 3204.348877
	Iteration 0F: 3 clusters Score -3062051 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3069067.000000 Penalty: 3204.348877
	Iteration 1F: 3 clusters Score -3069067 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3072195.500000 Penalty: 3204.348877
	Iteration 2F: 3 clusters Score -3072196 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3076004.750000 Penalty: 3204.348877
	Iteration 3F: 3 clusters Score -3076005 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3079010.250000 Penalty: 3204.348877
	Iteration 4F: 3 clusters Score -3079010 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3080233.250000 Penalty: 3204.348877
	Iteration 5F: 3 clusters Score -3080233 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3080611.000000 Penalty: 3204.348877
	Iteration 6Q: 3 clusters Score -3080611 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3080753.000000 Penalty: 3204.348877
	Iteration 7Q: 3 clusters Score -3080753 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3080836.000000 Penalty: 3204.348877
	Iteration 8Q: 3 clusters Score -3080836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3080893.000000 Penalty: 3204.348877
	Iteration 9Q: 3 clusters Score -3080893 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3080913.750000 Penalty: 3204.348877
	Iteration 10Q: 3 clusters Score -3080914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3080944.000000 Penalty: 3204.348877
	Iteration 11Q: 3 clusters Score -3080944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3080947.500000 Penalty: 3204.348877
	Iteration 12Q: 3 clusters Score -3080948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3080944.250000 Penalty: 3204.348877
	Iteration 13Q: 3 clusters Score -3080944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3080954.250000 Penalty: 3204.348877
	Iteration 14Q: 3 clusters Score -3080954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3080948.000000 Penalty: 3204.348877
	Iteration 15Q: 3 clusters Score -3080948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3080957.000000 Penalty: 3204.348877
	Iteration 16Q: 3 clusters Score -3080957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3080956.750000 Penalty: 3204.348877
	Iteration 17Q: 3 clusters Score -3080957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3080960.000000 Penalty: 3204.348877
	Iteration 18Q: 3 clusters Score -3080960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3080965.250000 Penalty: 3204.348877
	Iteration 19Q: 3 clusters Score -3080965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3080956.500000 Penalty: 3204.348877
	Iteration 20F: 3 clusters Score -3080956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 121948 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 16064 members 
Entering Unmasked Estep 
Score: -85822728.000000 Penalty: 65338.035156
Splitting cluster 17 changes total score from -85704048.000000 to -85822728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (121948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121948 members 
Entering Unmasked Estep 
Score: -15905670.000000 Penalty: 1903.094482
	Iteration 0F: 2 clusters Score -1.590567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -15855221.000000 Penalty: 3806.188965
	Iteration 0F: 3 clusters Score -1.585522e+07 nChanged 58484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -15890398.000000 Penalty: 3806.188965
	Iteration 1F: 3 clusters Score -1.58904e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -15892229.000000 Penalty: 3806.188965
	Iteration 2Q: 3 clusters Score -1.589223e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -15894977.000000 Penalty: 3806.188965
	Iteration 3Q: 3 clusters Score -1.589498e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -15898623.000000 Penalty: 3806.188965
	Iteration 4F: 3 clusters Score -1.589862e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -15902756.000000 Penalty: 3806.188965
	Iteration 5F: 3 clusters Score -1.590276e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -15906074.000000 Penalty: 3806.188965
	Iteration 6F: 3 clusters Score -1.590607e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -15908729.000000 Penalty: 3806.188965
	Iteration 7F: 3 clusters Score -1.590873e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -15910625.000000 Penalty: 3806.188965
	Iteration 8Q: 3 clusters Score -1.591062e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -15912152.000000 Penalty: 3806.188965
	Iteration 9Q: 3 clusters Score -1.591215e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -15913581.000000 Penalty: 3806.188965
	Iteration 10Q: 3 clusters Score -1.591358e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -15914827.000000 Penalty: 3806.188965
	Iteration 11Q: 3 clusters Score -1.591483e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -15915658.000000 Penalty: 3806.188965
	Iteration 12Q: 3 clusters Score -1.591566e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -15916144.000000 Penalty: 3806.188965
	Iteration 13Q: 3 clusters Score -1.591614e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -15916323.000000 Penalty: 3806.188965
	Iteration 14Q: 3 clusters Score -1.591632e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -15916362.000000 Penalty: 3806.188965
	Iteration 15Q: 3 clusters Score -1.591636e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -15916342.000000 Penalty: 3806.188965
	Iteration 16Q: 3 clusters Score -1.591634e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -15916339.000000 Penalty: 3806.188965
	Iteration 17Q: 3 clusters Score -1.591634e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -15916199.000000 Penalty: 3806.188965
	Iteration 18Q: 3 clusters Score -1.59162e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -15916101.000000 Penalty: 3806.188965
	Iteration 19Q: 3 clusters Score -1.59161e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -15916062.000000 Penalty: 3806.188965
	Iteration 20F: 3 clusters Score -1.591606e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -15915967.000000 Penalty: 3806.188965
	Iteration 21Q: 3 clusters Score -1.591597e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -15915994.000000 Penalty: 3806.188965
	Iteration 22Q: 3 clusters Score -1.591599e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -15916015.000000 Penalty: 3806.188965
	Iteration 23Q: 3 clusters Score -1.591602e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -15915950.000000 Penalty: 3806.188965
	Iteration 24Q: 3 clusters Score -1.591595e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -15915940.000000 Penalty: 3806.188965
	Iteration 25Q: 3 clusters Score -1.591594e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -15915918.000000 Penalty: 3806.188965
	Iteration 26Q: 3 clusters Score -1.591592e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -15915923.000000 Penalty: 3806.188965
	Iteration 27Q: 3 clusters Score -1.591592e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -15915911.000000 Penalty: 3806.188965
	Iteration 28Q: 3 clusters Score -1.591591e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -15915927.000000 Penalty: 3806.188965
	Iteration 29Q: 3 clusters Score -1.591593e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -15916013.000000 Penalty: 3806.188965
	Iteration 30Q: 3 clusters Score -1.591601e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -15915992.000000 Penalty: 3806.188965
	Iteration 31Q: 3 clusters Score -1.591599e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -15915987.000000 Penalty: 3806.188965
	Iteration 32Q: 3 clusters Score -1.591599e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -15915956.000000 Penalty: 3806.188965
	Iteration 33Q: 3 clusters Score -1.591596e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -15915944.000000 Penalty: 3806.188965
	Iteration 34Q: 3 clusters Score -1.591594e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -15915944.000000 Penalty: 3806.188965
	Iteration 35Q: 3 clusters Score -1.591594e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -15915930.000000 Penalty: 3806.188965
	Iteration 36Q: 3 clusters Score -1.591593e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -15915896.000000 Penalty: 3806.188965
	Iteration 37Q: 3 clusters Score -1.59159e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -15915938.000000 Penalty: 3806.188965
	Iteration 38Q: 3 clusters Score -1.591594e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -15915966.000000 Penalty: 3806.188965
	Iteration 39Q: 3 clusters Score -1.591597e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -15916021.000000 Penalty: 3806.188965
	Iteration 40F: 3 clusters Score -1.591602e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -15916033.000000 Penalty: 3806.188965
	Iteration 41Q: 3 clusters Score -1.591603e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -15916109.000000 Penalty: 3806.188965
	Iteration 42Q: 3 clusters Score -1.591611e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -15916167.000000 Penalty: 3806.188965
	Iteration 43Q: 3 clusters Score -1.591617e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -15916143.000000 Penalty: 3806.188965
	Iteration 44Q: 3 clusters Score -1.591614e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -15916218.000000 Penalty: 3806.188965
	Iteration 45Q: 3 clusters Score -1.591622e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -15916232.000000 Penalty: 3806.188965
	Iteration 46Q: 3 clusters Score -1.591623e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -15916261.000000 Penalty: 3806.188965
	Iteration 47Q: 3 clusters Score -1.591626e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -15916322.000000 Penalty: 3806.188965
	Iteration 48Q: 3 clusters Score -1.591632e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -15916357.000000 Penalty: 3806.188965
	Iteration 49Q: 3 clusters Score -1.591636e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -15916377.000000 Penalty: 3806.188965
	Iteration 50Q: 3 clusters Score -1.591638e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -15916392.000000 Penalty: 3806.188965
	Iteration 51Q: 3 clusters Score -1.591639e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -15916434.000000 Penalty: 3806.188965
	Iteration 52Q: 3 clusters Score -1.591643e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -15916435.000000 Penalty: 3806.188965
	Iteration 53Q: 3 clusters Score -1.591644e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -15916441.000000 Penalty: 3806.188965
	Iteration 54Q: 3 clusters Score -1.591644e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -15916453.000000 Penalty: 3806.188965
	Iteration 55Q: 3 clusters Score -1.591645e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -15916468.000000 Penalty: 3806.188965
	Iteration 56Q: 3 clusters Score -1.591647e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -15916496.000000 Penalty: 3806.188965
	Iteration 57Q: 3 clusters Score -1.59165e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -15916537.000000 Penalty: 3806.188965
	Iteration 58Q: 3 clusters Score -1.591654e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -15916523.000000 Penalty: 3806.188965
	Iteration 59Q: 3 clusters Score -1.591652e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -15916547.000000 Penalty: 3806.188965
	Iteration 60F: 3 clusters Score -1.591655e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -15916549.000000 Penalty: 3806.188965
	Iteration 61Q: 3 clusters Score -1.591655e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -15916544.000000 Penalty: 3806.188965
	Iteration 62Q: 3 clusters Score -1.591654e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -15916560.000000 Penalty: 3806.188965
	Iteration 63Q: 3 clusters Score -1.591656e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -15916586.000000 Penalty: 3806.188965
	Iteration 64Q: 3 clusters Score -1.591659e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -15916593.000000 Penalty: 3806.188965
	Iteration 65Q: 3 clusters Score -1.591659e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -15916581.000000 Penalty: 3806.188965
	Iteration 66Q: 3 clusters Score -1.591658e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -15916589.000000 Penalty: 3806.188965
	Iteration 67Q: 3 clusters Score -1.591659e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -15916593.000000 Penalty: 3806.188965
	Iteration 68Q: 3 clusters Score -1.591659e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -15916619.000000 Penalty: 3806.188965
	Iteration 69Q: 3 clusters Score -1.591662e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -15916620.000000 Penalty: 3806.188965
	Iteration 70Q: 3 clusters Score -1.591662e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -15916623.000000 Penalty: 3806.188965
	Iteration 71Q: 3 clusters Score -1.591662e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -15916621.000000 Penalty: 3806.188965
	Iteration 72Q: 3 clusters Score -1.591662e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -15916634.000000 Penalty: 3806.188965
	Iteration 73Q: 3 clusters Score -1.591663e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -15916589.000000 Penalty: 3806.188965
	Iteration 74Q: 3 clusters Score -1.591659e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -15916587.000000 Penalty: 3806.188965
	Iteration 75Q: 3 clusters Score -1.591659e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -15916512.000000 Penalty: 3806.188965
	Iteration 76Q: 3 clusters Score -1.591651e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -15916501.000000 Penalty: 3806.188965
	Iteration 77Q: 3 clusters Score -1.59165e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -15916525.000000 Penalty: 3806.188965
	Iteration 78Q: 3 clusters Score -1.591652e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -15916476.000000 Penalty: 3806.188965
	Iteration 79Q: 3 clusters Score -1.591648e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -15916466.000000 Penalty: 3806.188965
	Iteration 80F: 3 clusters Score -1.591647e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -15916479.000000 Penalty: 3806.188965
	Iteration 81Q: 3 clusters Score -1.591648e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -15916432.000000 Penalty: 3806.188965
	Iteration 82Q: 3 clusters Score -1.591643e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -15916377.000000 Penalty: 3806.188965
	Iteration 83Q: 3 clusters Score -1.591638e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -15916370.000000 Penalty: 3806.188965
	Iteration 84Q: 3 clusters Score -1.591637e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -15916335.000000 Penalty: 3806.188965
	Iteration 85Q: 3 clusters Score -1.591634e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -15916323.000000 Penalty: 3806.188965
	Iteration 86Q: 3 clusters Score -1.591632e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -15916362.000000 Penalty: 3806.188965
	Iteration 87Q: 3 clusters Score -1.591636e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -15916341.000000 Penalty: 3806.188965
	Iteration 88Q: 3 clusters Score -1.591634e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -15916308.000000 Penalty: 3806.188965
	Iteration 89Q: 3 clusters Score -1.591631e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -15916333.000000 Penalty: 3806.188965
	Iteration 90Q: 3 clusters Score -1.591633e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -15916355.000000 Penalty: 3806.188965
	Iteration 91Q: 3 clusters Score -1.591636e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -15916368.000000 Penalty: 3806.188965
	Iteration 92Q: 3 clusters Score -1.591637e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -15916361.000000 Penalty: 3806.188965
	Iteration 93Q: 3 clusters Score -1.591636e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -15916366.000000 Penalty: 3806.188965
	Iteration 94Q: 3 clusters Score -1.591637e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -15916370.000000 Penalty: 3806.188965
	Iteration 95Q: 3 clusters Score -1.591637e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -15916408.000000 Penalty: 3806.188965
	Iteration 96Q: 3 clusters Score -1.591641e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -15916409.000000 Penalty: 3806.188965
	Iteration 97Q: 3 clusters Score -1.591641e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -15916398.000000 Penalty: 3806.188965
	Iteration 98Q: 3 clusters Score -1.59164e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -15916390.000000 Penalty: 3806.188965
	Iteration 99Q: 3 clusters Score -1.591639e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -15916383.000000 Penalty: 3806.188965
	Iteration 100F: 3 clusters Score -1.591638e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -15916383.000000 Penalty: 3806.188965
	Iteration 101Q: 3 clusters Score -1.591638e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -15916370.000000 Penalty: 3806.188965
	Iteration 102Q: 3 clusters Score -1.591637e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -15916387.000000 Penalty: 3806.188965
	Iteration 103Q: 3 clusters Score -1.591639e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -15916413.000000 Penalty: 3806.188965
	Iteration 104Q: 3 clusters Score -1.591641e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -15916479.000000 Penalty: 3806.188965
	Iteration 105Q: 3 clusters Score -1.591648e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -15916431.000000 Penalty: 3806.188965
	Iteration 106Q: 3 clusters Score -1.591643e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -15916444.000000 Penalty: 3806.188965
	Iteration 107Q: 3 clusters Score -1.591644e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -15916445.000000 Penalty: 3806.188965
	Iteration 108Q: 3 clusters Score -1.591644e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -15916510.000000 Penalty: 3806.188965
	Iteration 109Q: 3 clusters Score -1.591651e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -15916524.000000 Penalty: 3806.188965
	Iteration 110Q: 3 clusters Score -1.591652e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -15916505.000000 Penalty: 3806.188965
	Iteration 111Q: 3 clusters Score -1.59165e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -15916543.000000 Penalty: 3806.188965
	Iteration 112Q: 3 clusters Score -1.591654e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -15916530.000000 Penalty: 3806.188965
	Iteration 113Q: 3 clusters Score -1.591653e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -15916526.000000 Penalty: 3806.188965
	Iteration 114Q: 3 clusters Score -1.591653e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -15916592.000000 Penalty: 3806.188965
	Iteration 115Q: 3 clusters Score -1.591659e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -15916608.000000 Penalty: 3806.188965
	Iteration 116Q: 3 clusters Score -1.591661e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -15916531.000000 Penalty: 3806.188965
	Iteration 117Q: 3 clusters Score -1.591653e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -15916567.000000 Penalty: 3806.188965
	Iteration 118Q: 3 clusters Score -1.591657e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -15916589.000000 Penalty: 3806.188965
	Iteration 119Q: 3 clusters Score -1.591659e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -15916620.000000 Penalty: 3806.188965
	Iteration 120F: 3 clusters Score -1.591662e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -15916563.000000 Penalty: 3806.188965
	Iteration 121Q: 3 clusters Score -1.591656e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -15916512.000000 Penalty: 3806.188965
	Iteration 122Q: 3 clusters Score -1.591651e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -15916572.000000 Penalty: 3806.188965
	Iteration 123Q: 3 clusters Score -1.591657e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -15916570.000000 Penalty: 3806.188965
	Iteration 124Q: 3 clusters Score -1.591657e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -15916611.000000 Penalty: 3806.188965
	Iteration 125Q: 3 clusters Score -1.591661e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -15916655.000000 Penalty: 3806.188965
	Iteration 126Q: 3 clusters Score -1.591666e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -15916595.000000 Penalty: 3806.188965
	Iteration 127Q: 3 clusters Score -1.59166e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -15916627.000000 Penalty: 3806.188965
	Iteration 128Q: 3 clusters Score -1.591663e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -15916642.000000 Penalty: 3806.188965
	Iteration 129Q: 3 clusters Score -1.591664e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -15916699.000000 Penalty: 3806.188965
	Iteration 130Q: 3 clusters Score -1.59167e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -15916744.000000 Penalty: 3806.188965
	Iteration 131Q: 3 clusters Score -1.591674e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -15916844.000000 Penalty: 3806.188965
	Iteration 132Q: 3 clusters Score -1.591684e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -15916865.000000 Penalty: 3806.188965
	Iteration 133Q: 3 clusters Score -1.591686e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -15916965.000000 Penalty: 3806.188965
	Iteration 134Q: 3 clusters Score -1.591696e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -15917057.000000 Penalty: 3806.188965
	Iteration 135Q: 3 clusters Score -1.591706e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -15917177.000000 Penalty: 3806.188965
	Iteration 136Q: 3 clusters Score -1.591718e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -15917303.000000 Penalty: 3806.188965
	Iteration 137Q: 3 clusters Score -1.59173e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -15917520.000000 Penalty: 3806.188965
	Iteration 138Q: 3 clusters Score -1.591752e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -15917718.000000 Penalty: 3806.188965
	Iteration 139Q: 3 clusters Score -1.591772e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -15917876.000000 Penalty: 3806.188965
	Iteration 140F: 3 clusters Score -1.591788e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -15918098.000000 Penalty: 3806.188965
	Iteration 141Q: 3 clusters Score -1.59181e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -15918282.000000 Penalty: 3806.188965
	Iteration 142Q: 3 clusters Score -1.591828e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -15918514.000000 Penalty: 3806.188965
	Iteration 143Q: 3 clusters Score -1.591851e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -15918660.000000 Penalty: 3806.188965
	Iteration 144Q: 3 clusters Score -1.591866e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -15918798.000000 Penalty: 3806.188965
	Iteration 145Q: 3 clusters Score -1.59188e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -15918976.000000 Penalty: 3806.188965
	Iteration 146Q: 3 clusters Score -1.591898e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -15919087.000000 Penalty: 3806.188965
	Iteration 147Q: 3 clusters Score -1.591909e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -15919208.000000 Penalty: 3806.188965
	Iteration 148Q: 3 clusters Score -1.591921e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -15919331.000000 Penalty: 3806.188965
	Iteration 149Q: 3 clusters Score -1.591933e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -15919530.000000 Penalty: 3806.188965
	Iteration 150Q: 3 clusters Score -1.591953e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -15919645.000000 Penalty: 3806.188965
	Iteration 151Q: 3 clusters Score -1.591964e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -15919803.000000 Penalty: 3806.188965
	Iteration 152Q: 3 clusters Score -1.59198e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -15920029.000000 Penalty: 3806.188965
	Iteration 153Q: 3 clusters Score -1.592003e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -15920241.000000 Penalty: 3806.188965
	Iteration 154Q: 3 clusters Score -1.592024e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -15920457.000000 Penalty: 3806.188965
	Iteration 155Q: 3 clusters Score -1.592046e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -15920509.000000 Penalty: 3806.188965
	Iteration 156Q: 3 clusters Score -1.592051e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -15920620.000000 Penalty: 3806.188965
	Iteration 157Q: 3 clusters Score -1.592062e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -15920774.000000 Penalty: 3806.188965
	Iteration 158Q: 3 clusters Score -1.592077e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -15920899.000000 Penalty: 3806.188965
	Iteration 159Q: 3 clusters Score -1.59209e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -15920954.000000 Penalty: 3806.188965
	Iteration 160F: 3 clusters Score -1.592095e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -15921015.000000 Penalty: 3806.188965
	Iteration 161Q: 3 clusters Score -1.592102e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -15921089.000000 Penalty: 3806.188965
	Iteration 162Q: 3 clusters Score -1.592109e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -15921126.000000 Penalty: 3806.188965
	Iteration 163Q: 3 clusters Score -1.592113e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -15921104.000000 Penalty: 3806.188965
	Iteration 164Q: 3 clusters Score -1.59211e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -15921073.000000 Penalty: 3806.188965
	Iteration 165Q: 3 clusters Score -1.592107e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -15921048.000000 Penalty: 3806.188965
	Iteration 166Q: 3 clusters Score -1.592105e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -15921010.000000 Penalty: 3806.188965
	Iteration 167Q: 3 clusters Score -1.592101e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -15920935.000000 Penalty: 3806.188965
	Iteration 168Q: 3 clusters Score -1.592094e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -15920928.000000 Penalty: 3806.188965
	Iteration 169Q: 3 clusters Score -1.592093e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -15920847.000000 Penalty: 3806.188965
	Iteration 170Q: 3 clusters Score -1.592085e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -15920810.000000 Penalty: 3806.188965
	Iteration 171Q: 3 clusters Score -1.592081e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -15920747.000000 Penalty: 3806.188965
	Iteration 172Q: 3 clusters Score -1.592075e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -15920724.000000 Penalty: 3806.188965
	Iteration 173Q: 3 clusters Score -1.592072e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -15920683.000000 Penalty: 3806.188965
	Iteration 174Q: 3 clusters Score -1.592068e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -15920632.000000 Penalty: 3806.188965
	Iteration 175Q: 3 clusters Score -1.592063e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -15920622.000000 Penalty: 3806.188965
	Iteration 176Q: 3 clusters Score -1.592062e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -15920635.000000 Penalty: 3806.188965
	Iteration 177Q: 3 clusters Score -1.592064e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -15920547.000000 Penalty: 3806.188965
	Iteration 178Q: 3 clusters Score -1.592055e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -15920517.000000 Penalty: 3806.188965
	Iteration 179Q: 3 clusters Score -1.592052e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -15920502.000000 Penalty: 3806.188965
	Iteration 180F: 3 clusters Score -1.59205e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -15920496.000000 Penalty: 3806.188965
	Iteration 181Q: 3 clusters Score -1.59205e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -15920450.000000 Penalty: 3806.188965
	Iteration 182Q: 3 clusters Score -1.592045e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -15920437.000000 Penalty: 3806.188965
	Iteration 183Q: 3 clusters Score -1.592044e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -15920467.000000 Penalty: 3806.188965
	Iteration 184Q: 3 clusters Score -1.592047e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -15920428.000000 Penalty: 3806.188965
	Iteration 185Q: 3 clusters Score -1.592043e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -15920407.000000 Penalty: 3806.188965
	Iteration 186Q: 3 clusters Score -1.592041e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -15920414.000000 Penalty: 3806.188965
	Iteration 187Q: 3 clusters Score -1.592041e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -15920376.000000 Penalty: 3806.188965
	Iteration 188Q: 3 clusters Score -1.592038e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -15920302.000000 Penalty: 3806.188965
	Iteration 189Q: 3 clusters Score -1.59203e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -15920269.000000 Penalty: 3806.188965
	Iteration 190Q: 3 clusters Score -1.592027e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -15920262.000000 Penalty: 3806.188965
	Iteration 191Q: 3 clusters Score -1.592026e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -15920240.000000 Penalty: 3806.188965
	Iteration 192Q: 3 clusters Score -1.592024e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -15920209.000000 Penalty: 3806.188965
	Iteration 193Q: 3 clusters Score -1.592021e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -15920199.000000 Penalty: 3806.188965
	Iteration 194Q: 3 clusters Score -1.59202e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -15920168.000000 Penalty: 3806.188965
	Iteration 195Q: 3 clusters Score -1.592017e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -15920153.000000 Penalty: 3806.188965
	Iteration 196Q: 3 clusters Score -1.592015e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -15920140.000000 Penalty: 3806.188965
	Iteration 197Q: 3 clusters Score -1.592014e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -15920134.000000 Penalty: 3806.188965
	Iteration 198Q: 3 clusters Score -1.592013e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -15920140.000000 Penalty: 3806.188965
	Iteration 199Q: 3 clusters Score -1.592014e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -15920147.000000 Penalty: 3806.188965
	Iteration 200F: 3 clusters Score -1.592015e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -15920109.000000 Penalty: 3806.188965
	Iteration 201Q: 3 clusters Score -1.592011e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -15920085.000000 Penalty: 3806.188965
	Iteration 202Q: 3 clusters Score -1.592008e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -15920038.000000 Penalty: 3806.188965
	Iteration 203Q: 3 clusters Score -1.592004e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -15920001.000000 Penalty: 3806.188965
	Iteration 204Q: 3 clusters Score -1.592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -15919965.000000 Penalty: 3806.188965
	Iteration 205Q: 3 clusters Score -1.591996e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -15919933.000000 Penalty: 3806.188965
	Iteration 206Q: 3 clusters Score -1.591993e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -15919924.000000 Penalty: 3806.188965
	Iteration 207Q: 3 clusters Score -1.591992e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -15919898.000000 Penalty: 3806.188965
	Iteration 208Q: 3 clusters Score -1.59199e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -15919893.000000 Penalty: 3806.188965
	Iteration 209Q: 3 clusters Score -1.591989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -15919861.000000 Penalty: 3806.188965
	Iteration 210Q: 3 clusters Score -1.591986e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -15919843.000000 Penalty: 3806.188965
	Iteration 211Q: 3 clusters Score -1.591984e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -15919806.000000 Penalty: 3806.188965
	Iteration 212Q: 3 clusters Score -1.591981e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -15919817.000000 Penalty: 3806.188965
	Iteration 213Q: 3 clusters Score -1.591982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -15919746.000000 Penalty: 3806.188965
	Iteration 214Q: 3 clusters Score -1.591975e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -15919707.000000 Penalty: 3806.188965
	Iteration 215Q: 3 clusters Score -1.591971e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -15919694.000000 Penalty: 3806.188965
	Iteration 216Q: 3 clusters Score -1.591969e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -15919673.000000 Penalty: 3806.188965
	Iteration 217Q: 3 clusters Score -1.591967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -15919665.000000 Penalty: 3806.188965
	Iteration 218Q: 3 clusters Score -1.591966e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -15919647.000000 Penalty: 3806.188965
	Iteration 219Q: 3 clusters Score -1.591965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -15919637.000000 Penalty: 3806.188965
	Iteration 220F: 3 clusters Score -1.591964e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -15919637.000000 Penalty: 3806.188965
	Iteration 221Q: 3 clusters Score -1.591964e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -15919634.000000 Penalty: 3806.188965
	Iteration 222Q: 3 clusters Score -1.591963e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -15919601.000000 Penalty: 3806.188965
	Iteration 223Q: 3 clusters Score -1.59196e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -15919559.000000 Penalty: 3806.188965
	Iteration 224Q: 3 clusters Score -1.591956e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -15919560.000000 Penalty: 3806.188965
	Iteration 225Q: 3 clusters Score -1.591956e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -15919538.000000 Penalty: 3806.188965
	Iteration 226Q: 3 clusters Score -1.591954e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -15919515.000000 Penalty: 3806.188965
	Iteration 227Q: 3 clusters Score -1.591952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -15919506.000000 Penalty: 3806.188965
	Iteration 228Q: 3 clusters Score -1.591951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -15919499.000000 Penalty: 3806.188965
	Iteration 229Q: 3 clusters Score -1.59195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -15919492.000000 Penalty: 3806.188965
	Iteration 230Q: 3 clusters Score -1.591949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -15919477.000000 Penalty: 3806.188965
	Iteration 231Q: 3 clusters Score -1.591948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -15919466.000000 Penalty: 3806.188965
	Iteration 232Q: 3 clusters Score -1.591947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -15919474.000000 Penalty: 3806.188965
	Iteration 233Q: 3 clusters Score -1.591947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -15919484.000000 Penalty: 3806.188965
	Iteration 234Q: 3 clusters Score -1.591948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -15919477.000000 Penalty: 3806.188965
	Iteration 235Q: 3 clusters Score -1.591948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -15919484.000000 Penalty: 3806.188965
	Iteration 236Q: 3 clusters Score -1.591948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -15919490.000000 Penalty: 3806.188965
	Iteration 237Q: 3 clusters Score -1.591949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -15919477.000000 Penalty: 3806.188965
	Iteration 238Q: 3 clusters Score -1.591948e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -15919467.000000 Penalty: 3806.188965
	Iteration 239Q: 3 clusters Score -1.591947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -15919470.000000 Penalty: 3806.188965
	Iteration 240F: 3 clusters Score -1.591947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -15919446.000000 Penalty: 3806.188965
	Iteration 241Q: 3 clusters Score -1.591945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -15919436.000000 Penalty: 3806.188965
	Iteration 242Q: 3 clusters Score -1.591944e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -15919425.000000 Penalty: 3806.188965
	Iteration 243Q: 3 clusters Score -1.591942e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -15919431.000000 Penalty: 3806.188965
	Iteration 244Q: 3 clusters Score -1.591943e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -15919431.000000 Penalty: 3806.188965
	Iteration 245Q: 3 clusters Score -1.591943e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -15919435.000000 Penalty: 3806.188965
	Iteration 246Q: 3 clusters Score -1.591944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -15919406.000000 Penalty: 3806.188965
	Iteration 247Q: 3 clusters Score -1.591941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -15919394.000000 Penalty: 3806.188965
	Iteration 248Q: 3 clusters Score -1.591939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -15919424.000000 Penalty: 3806.188965
	Iteration 249Q: 3 clusters Score -1.591942e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -15919426.000000 Penalty: 3806.188965
	Iteration 250Q: 3 clusters Score -1.591943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -15919406.000000 Penalty: 3806.188965
	Iteration 251Q: 3 clusters Score -1.591941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -15919408.000000 Penalty: 3806.188965
	Iteration 252Q: 3 clusters Score -1.591941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -15919420.000000 Penalty: 3806.188965
	Iteration 253Q: 3 clusters Score -1.591942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -15919432.000000 Penalty: 3806.188965
	Iteration 254Q: 3 clusters Score -1.591943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -15919443.000000 Penalty: 3806.188965
	Iteration 255Q: 3 clusters Score -1.591944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -15919430.000000 Penalty: 3806.188965
	Iteration 256Q: 3 clusters Score -1.591943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -15919412.000000 Penalty: 3806.188965
	Iteration 257Q: 3 clusters Score -1.591941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -15919410.000000 Penalty: 3806.188965
	Iteration 258Q: 3 clusters Score -1.591941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -15919415.000000 Penalty: 3806.188965
	Iteration 259Q: 3 clusters Score -1.591942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -15919380.000000 Penalty: 3806.188965
	Iteration 260F: 3 clusters Score -1.591938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -15919390.000000 Penalty: 3806.188965
	Iteration 261Q: 3 clusters Score -1.591939e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -15919377.000000 Penalty: 3806.188965
	Iteration 262Q: 3 clusters Score -1.591938e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -15919384.000000 Penalty: 3806.188965
	Iteration 263Q: 3 clusters Score -1.591938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -15919357.000000 Penalty: 3806.188965
	Iteration 264Q: 3 clusters Score -1.591936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -15919356.000000 Penalty: 3806.188965
	Iteration 265Q: 3 clusters Score -1.591936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -15919334.000000 Penalty: 3806.188965
	Iteration 266Q: 3 clusters Score -1.591933e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -15919326.000000 Penalty: 3806.188965
	Iteration 267Q: 3 clusters Score -1.591933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -15919307.000000 Penalty: 3806.188965
	Iteration 268Q: 3 clusters Score -1.591931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -15919304.000000 Penalty: 3806.188965
	Iteration 269Q: 3 clusters Score -1.59193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -15919311.000000 Penalty: 3806.188965
	Iteration 270Q: 3 clusters Score -1.591931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -15919309.000000 Penalty: 3806.188965
	Iteration 271Q: 3 clusters Score -1.591931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -15919288.000000 Penalty: 3806.188965
	Iteration 272Q: 3 clusters Score -1.591929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -15919275.000000 Penalty: 3806.188965
	Iteration 273Q: 3 clusters Score -1.591928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -15919288.000000 Penalty: 3806.188965
	Iteration 274Q: 3 clusters Score -1.591929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -15919279.000000 Penalty: 3806.188965
	Iteration 275Q: 3 clusters Score -1.591928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -15919259.000000 Penalty: 3806.188965
	Iteration 276Q: 3 clusters Score -1.591926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -15919252.000000 Penalty: 3806.188965
	Iteration 277Q: 3 clusters Score -1.591925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -15919259.000000 Penalty: 3806.188965
	Iteration 278Q: 3 clusters Score -1.591926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -15919253.000000 Penalty: 3806.188965
	Iteration 279Q: 3 clusters Score -1.591925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -15919287.000000 Penalty: 3806.188965
	Iteration 280F: 3 clusters Score -1.591929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -15919269.000000 Penalty: 3806.188965
	Iteration 281Q: 3 clusters Score -1.591927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -15919255.000000 Penalty: 3806.188965
	Iteration 282Q: 3 clusters Score -1.591926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -15919240.000000 Penalty: 3806.188965
	Iteration 283Q: 3 clusters Score -1.591924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -15919239.000000 Penalty: 3806.188965
	Iteration 284Q: 3 clusters Score -1.591924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -15919241.000000 Penalty: 3806.188965
	Iteration 285Q: 3 clusters Score -1.591924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -15919236.000000 Penalty: 3806.188965
	Iteration 286Q: 3 clusters Score -1.591924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -15919241.000000 Penalty: 3806.188965
	Iteration 287Q: 3 clusters Score -1.591924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -15919253.000000 Penalty: 3806.188965
	Iteration 288Q: 3 clusters Score -1.591925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -15919276.000000 Penalty: 3806.188965
	Iteration 289Q: 3 clusters Score -1.591928e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -15919285.000000 Penalty: 3806.188965
	Iteration 290Q: 3 clusters Score -1.591928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -15919280.000000 Penalty: 3806.188965
	Iteration 291Q: 3 clusters Score -1.591928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -15919250.000000 Penalty: 3806.188965
	Iteration 292Q: 3 clusters Score -1.591925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -15919243.000000 Penalty: 3806.188965
	Iteration 293Q: 3 clusters Score -1.591924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -15919227.000000 Penalty: 3806.188965
	Iteration 294Q: 3 clusters Score -1.591923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -15919204.000000 Penalty: 3806.188965
	Iteration 295Q: 3 clusters Score -1.59192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -15919208.000000 Penalty: 3806.188965
	Iteration 296Q: 3 clusters Score -1.591921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -15919208.000000 Penalty: 3806.188965
	Iteration 297Q: 3 clusters Score -1.591921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -15919215.000000 Penalty: 3806.188965
	Iteration 298Q: 3 clusters Score -1.591922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -15919211.000000 Penalty: 3806.188965
	Iteration 299Q: 3 clusters Score -1.591921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -15919193.000000 Penalty: 3806.188965
	Iteration 300F: 3 clusters Score -1.591919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -15919197.000000 Penalty: 3806.188965
	Iteration 301Q: 3 clusters Score -1.59192e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -15919205.000000 Penalty: 3806.188965
	Iteration 302Q: 3 clusters Score -1.59192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -15919194.000000 Penalty: 3806.188965
	Iteration 303Q: 3 clusters Score -1.591919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -15919180.000000 Penalty: 3806.188965
	Iteration 304Q: 3 clusters Score -1.591918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -15919174.000000 Penalty: 3806.188965
	Iteration 305Q: 3 clusters Score -1.591917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -15919163.000000 Penalty: 3806.188965
	Iteration 306Q: 3 clusters Score -1.591916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -15919159.000000 Penalty: 3806.188965
	Iteration 307Q: 3 clusters Score -1.591916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -15919152.000000 Penalty: 3806.188965
	Iteration 308Q: 3 clusters Score -1.591915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -15919153.000000 Penalty: 3806.188965
	Iteration 309Q: 3 clusters Score -1.591915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -15919141.000000 Penalty: 3806.188965
	Iteration 310Q: 3 clusters Score -1.591914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -15919147.000000 Penalty: 3806.188965
	Iteration 311Q: 3 clusters Score -1.591915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -15919133.000000 Penalty: 3806.188965
	Iteration 312Q: 3 clusters Score -1.591913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -15919121.000000 Penalty: 3806.188965
	Iteration 313Q: 3 clusters Score -1.591912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -15919124.000000 Penalty: 3806.188965
	Iteration 314Q: 3 clusters Score -1.591912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -15919132.000000 Penalty: 3806.188965
	Iteration 315Q: 3 clusters Score -1.591913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -15919117.000000 Penalty: 3806.188965
	Iteration 316Q: 3 clusters Score -1.591912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -15919126.000000 Penalty: 3806.188965
	Iteration 317Q: 3 clusters Score -1.591913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -15919130.000000 Penalty: 3806.188965
	Iteration 318Q: 3 clusters Score -1.591913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -15919109.000000 Penalty: 3806.188965
	Iteration 319Q: 3 clusters Score -1.591911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -15919092.000000 Penalty: 3806.188965
	Iteration 320F: 3 clusters Score -1.591909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -15919106.000000 Penalty: 3806.188965
	Iteration 321Q: 3 clusters Score -1.591911e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -15919109.000000 Penalty: 3806.188965
	Iteration 322Q: 3 clusters Score -1.591911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -15919099.000000 Penalty: 3806.188965
	Iteration 323Q: 3 clusters Score -1.59191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -15919115.000000 Penalty: 3806.188965
	Iteration 324Q: 3 clusters Score -1.591912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -15919104.000000 Penalty: 3806.188965
	Iteration 325Q: 3 clusters Score -1.59191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -15919105.000000 Penalty: 3806.188965
	Iteration 326Q: 3 clusters Score -1.59191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -15919110.000000 Penalty: 3806.188965
	Iteration 327Q: 3 clusters Score -1.591911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -15919103.000000 Penalty: 3806.188965
	Iteration 328Q: 3 clusters Score -1.59191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -15919101.000000 Penalty: 3806.188965
	Iteration 329Q: 3 clusters Score -1.59191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -15919104.000000 Penalty: 3806.188965
	Iteration 330Q: 3 clusters Score -1.59191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -15919103.000000 Penalty: 3806.188965
	Iteration 331Q: 3 clusters Score -1.59191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -15919104.000000 Penalty: 3806.188965
	Iteration 332Q: 3 clusters Score -1.59191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -15919105.000000 Penalty: 3806.188965
	Iteration 333Q: 3 clusters Score -1.59191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -15919107.000000 Penalty: 3806.188965
	Iteration 334Q: 3 clusters Score -1.591911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -15919111.000000 Penalty: 3806.188965
	Iteration 335Q: 3 clusters Score -1.591911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -15919117.000000 Penalty: 3806.188965
	Iteration 336Q: 3 clusters Score -1.591912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -15919113.000000 Penalty: 3806.188965
	Iteration 337Q: 3 clusters Score -1.591911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -15919110.000000 Penalty: 3806.188965
	Iteration 338Q: 3 clusters Score -1.591911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -15919106.000000 Penalty: 3806.188965
	Iteration 339Q: 3 clusters Score -1.591911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -15919106.000000 Penalty: 3806.188965
	Iteration 340F: 3 clusters Score -1.591911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 85121 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 36827 members 
Entering Unmasked Estep 
Score: -85835880.000000 Penalty: 67515.968750
Splitting cluster 18 changes total score from -85704048.000000 to -85835880.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -41440.066406 Penalty: 1102.841553
	Iteration 0F: 2 clusters Score -41440.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40455.351562 Penalty: 2205.683105
	Iteration 0F: 3 clusters Score -40455.35 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42087.679688 Penalty: 2205.683105
	Iteration 1F: 3 clusters Score -42087.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -43076.398438 Penalty: 2205.683105
	Iteration 2F: 3 clusters Score -43076.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -43607.421875 Penalty: 2205.683105
	Iteration 3F: 3 clusters Score -43607.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -43881.519531 Penalty: 2205.683105
	Iteration 4Q: 3 clusters Score -43881.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44078.632812 Penalty: 2205.683105
	Iteration 5Q: 3 clusters Score -44078.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44199.238281 Penalty: 2205.683105
	Iteration 6Q: 3 clusters Score -44199.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44310.226562 Penalty: 2205.683105
	Iteration 7Q: 3 clusters Score -44310.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44356.992188 Penalty: 2205.683105
	Iteration 8Q: 3 clusters Score -44356.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -44409.437500 Penalty: 2205.683105
	Iteration 9Q: 3 clusters Score -44409.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -44462.242188 Penalty: 2205.683105
	Iteration 10Q: 3 clusters Score -44462.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -44491.175781 Penalty: 2205.683105
	Iteration 11Q: 3 clusters Score -44491.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44545.500000 Penalty: 2205.683105
	Iteration 12Q: 3 clusters Score -44545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -44597.183594 Penalty: 2205.683105
	Iteration 13Q: 3 clusters Score -44597.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44653.863281 Penalty: 2205.683105
	Iteration 14Q: 3 clusters Score -44653.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44714.121094 Penalty: 2205.683105
	Iteration 15Q: 3 clusters Score -44714.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44755.246094 Penalty: 2205.683105
	Iteration 16Q: 3 clusters Score -44755.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44766.894531 Penalty: 2205.683105
	Iteration 17Q: 3 clusters Score -44766.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44781.636719 Penalty: 2205.683105
	Iteration 18Q: 3 clusters Score -44781.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44787.292969 Penalty: 2205.683105
	Iteration 19Q: 3 clusters Score -44787.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44836.886719 Penalty: 2205.683105
	Iteration 20F: 3 clusters Score -44836.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44930.339844 Penalty: 2205.683105
	Iteration 21Q: 3 clusters Score -44930.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -45062.722656 Penalty: 2205.683105
	Iteration 22Q: 3 clusters Score -45062.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45130.847656 Penalty: 2205.683105
	Iteration 23Q: 3 clusters Score -45130.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -45154.210938 Penalty: 2205.683105
	Iteration 24Q: 3 clusters Score -45154.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45163.203125 Penalty: 2205.683105
	Iteration 25Q: 3 clusters Score -45163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45170.058594 Penalty: 2205.683105
	Iteration 26Q: 3 clusters Score -45170.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45173.671875 Penalty: 2205.683105
	Iteration 27Q: 3 clusters Score -45173.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -45174.941406 Penalty: 2205.683105
	Iteration 28Q: 3 clusters Score -45174.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45193.625000 Penalty: 2205.683105
	Iteration 29Q: 3 clusters Score -45193.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45231.578125 Penalty: 2205.683105
	Iteration 30Q: 3 clusters Score -45231.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45242.058594 Penalty: 2205.683105
	Iteration 31Q: 3 clusters Score -45242.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45243.449219 Penalty: 2205.683105
	Iteration 32Q: 3 clusters Score -45243.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -45244.785156 Penalty: 2205.683105
	Iteration 33Q: 3 clusters Score -45244.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45248.031250 Penalty: 2205.683105
	Iteration 34Q: 3 clusters Score -45248.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -45254.550781 Penalty: 2205.683105
	Iteration 35Q: 3 clusters Score -45254.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45258.519531 Penalty: 2205.683105
	Iteration 36Q: 3 clusters Score -45258.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45297.468750 Penalty: 2205.683105
	Iteration 37F: 3 clusters Score -45297.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -45352.652344 Penalty: 2205.683105
	Iteration 38Q: 3 clusters Score -45352.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45367.218750 Penalty: 2205.683105
	Iteration 39Q: 3 clusters Score -45367.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45384.921875 Penalty: 2205.683105
	Iteration 40F: 3 clusters Score -45384.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45411.644531 Penalty: 2205.683105
	Iteration 41Q: 3 clusters Score -45411.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -45412.941406 Penalty: 2205.683105
	Iteration 42Q: 3 clusters Score -45412.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -45412.941406 Penalty: 2205.683105
	Iteration 43F: 3 clusters Score -45412.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 85121 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 36827 members 
Mstep: Class 32 contains 398 members 
Entering Unmasked Estep 
Score: -85838752.000000 Penalty: 69693.906250
Splitting cluster 19 changes total score from -85704048.000000 to -85838752.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -56805.070312 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -56805.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55855.351562 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -55855.35 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56987.996094 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -56988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57594.386719 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -57594.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57813.566406 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -57813.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57978.710938 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -57978.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57990.781250 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -57990.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58025.542969 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -58025.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58031.039062 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -58031.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58032.109375 Penalty: 2098.959961
	Iteration 8F: 3 clusters Score -58032.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58049.613281 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -58049.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58049.613281 Penalty: 2098.959961
	Iteration 10F: 3 clusters Score -58049.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 66373 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 85121 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 383 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 68248 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 36827 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 255 members 
Entering Unmasked Estep 
Score: -85838880.000000 Penalty: 71871.835938
Splitting cluster 20 changes total score from -85704048.000000 to -85838880.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 64539 members 
Mstep: Class 3 contains 66021 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 61106 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 85121 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85869536.000000 Penalty: 71871.835938
Iteration 39Q: 34 clusters Score -8.586954e+07 nChanged 44923
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 67435 members 
Mstep: Class 3 contains 65176 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 57445 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 64983 members 
Mstep: Class 9 contains 9834 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 63604 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 87658 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 383 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 34377 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 68796 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 1852 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 16063 members 
Mstep: Class 31 contains 34888 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85887656.000000 Penalty: 71871.835938
Iteration 40F: 34 clusters Score -8.588766e+07 nChanged 36479
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 67972 members 
Mstep: Class 3 contains 58090 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56400 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 65324 members 
Mstep: Class 9 contains 10117 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 63608 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 17984 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 88095 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 367 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 470 members 
Mstep: Class 23 contains 34781 members 
Mstep: Class 24 contains 718 members 
Mstep: Class 25 contains 73421 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 2154 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 16085 members 
Mstep: Class 31 contains 35234 members 
Mstep: Class 32 contains 410 members 
Mstep: Class 33 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85893776.000000 Penalty: 71871.835938
Iteration 41F: 34 clusters Score -8.589378e+07 nChanged 23918
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 68648 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 55252 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 64974 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 64194 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 17806 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 88445 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 35066 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 76088 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 2480 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 16149 members 
Mstep: Class 31 contains 35583 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897680.000000 Penalty: 71871.835938
Iteration 42Q: 34 clusters Score -8.589768e+07 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 69112 members 
Mstep: Class 3 contains 49897 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 54407 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 64555 members 
Mstep: Class 9 contains 10323 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 64925 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 17693 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 88386 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 482 members 
Mstep: Class 23 contains 35264 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 77460 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 620 members 
Mstep: Class 28 contains 2841 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 16199 members 
Mstep: Class 31 contains 36168 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899520.000000 Penalty: 71871.835938
Iteration 43Q: 34 clusters Score -8.589952e+07 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 69321 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 53979 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 64035 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 500 members 
Mstep: Class 12 contains 65978 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 18 contains 87855 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 35465 members 
Mstep: Class 24 contains 714 members 
Mstep: Class 25 contains 78152 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 622 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 16233 members 
Mstep: Class 31 contains 36929 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85900512.000000 Penalty: 71871.835938
Iteration 44Q: 34 clusters Score -8.590051e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 69354 members 
Mstep: Class 3 contains 45727 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 53955 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 63483 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 67197 members 
Mstep: Class 13 contains 394 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 86877 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 365 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 35637 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 78118 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 16253 members 
Mstep: Class 31 contains 38006 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85901016.000000 Penalty: 71871.835938
Iteration 45Q: 34 clusters Score -8.590102e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 69262 members 
Mstep: Class 3 contains 44344 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 54243 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 62978 members 
Mstep: Class 9 contains 10223 members 
Mstep: Class 10 contains 5109 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 68648 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 85506 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 365 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 35862 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 77556 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 634 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 39286 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85900904.000000 Penalty: 71871.835938
Iteration 46Q: 34 clusters Score -8.59009e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 69096 members 
Mstep: Class 3 contains 43230 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 54840 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 62426 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 70319 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17627 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 83704 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 365 members 
Mstep: Class 21 contains 486 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 36032 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 76471 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 604 members 
Mstep: Class 30 contains 16313 members 
Mstep: Class 31 contains 40942 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85901288.000000 Penalty: 71871.835938
Iteration 47Q: 34 clusters Score -8.590129e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 68868 members 
Mstep: Class 3 contains 42288 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 55717 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61804 members 
Mstep: Class 9 contains 10123 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 466 members 
Mstep: Class 12 contains 72073 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17603 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 81681 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 36187 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 75142 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 16351 members 
Mstep: Class 31 contains 42838 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85901800.000000 Penalty: 71871.835938
Iteration 48Q: 34 clusters Score -8.59018e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 68542 members 
Mstep: Class 3 contains 41393 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 56782 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 61236 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 464 members 
Mstep: Class 12 contains 73699 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 79587 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 365 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 36381 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 73468 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 16383 members 
Mstep: Class 31 contains 45082 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85902472.000000 Penalty: 71871.835938
Iteration 49Q: 34 clusters Score -8.590247e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 68248 members 
Mstep: Class 3 contains 40606 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 58028 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 60659 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 463 members 
Mstep: Class 12 contains 75160 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 77480 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 36523 members 
Mstep: Class 24 contains 758 members 
Mstep: Class 25 contains 71446 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 16419 members 
Mstep: Class 31 contains 47626 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85903160.000000 Penalty: 71871.835938
Iteration 50Q: 34 clusters Score -8.590316e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 67868 members 
Mstep: Class 3 contains 39937 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 59307 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 59995 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 464 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 75387 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 36607 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 69517 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16465 members 
Mstep: Class 31 contains 50610 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85903440.000000 Penalty: 71871.835938
Iteration 51Q: 34 clusters Score -8.590344e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 67473 members 
Mstep: Class 3 contains 39361 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 60526 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 59348 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 76728 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17571 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 73525 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 36661 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 67486 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16516 members 
Mstep: Class 31 contains 54114 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85904584.000000 Penalty: 71871.835938
Iteration 52Q: 34 clusters Score -8.590458e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 67029 members 
Mstep: Class 3 contains 38811 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 61630 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 58778 members 
Mstep: Class 9 contains 9802 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 76623 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 71840 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 36708 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 65486 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 16555 members 
Mstep: Class 31 contains 58112 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85905688.000000 Penalty: 71871.835938
Iteration 53Q: 34 clusters Score -8.590569e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 66464 members 
Mstep: Class 3 contains 38322 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 62547 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 58302 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 76045 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 70270 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 373 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 36736 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 63415 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 4612 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16594 members 
Mstep: Class 31 contains 62716 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85907384.000000 Penalty: 71871.835938
Iteration 54Q: 34 clusters Score -8.590738e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 65741 members 
Mstep: Class 3 contains 37866 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 63089 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 57758 members 
Mstep: Class 9 contains 9665 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 466 members 
Mstep: Class 12 contains 75012 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17467 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 68927 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 374 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 36775 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 61375 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16624 members 
Mstep: Class 31 contains 68018 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85908480.000000 Penalty: 71871.835938
Iteration 55Q: 34 clusters Score -8.590848e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 64758 members 
Mstep: Class 3 contains 37485 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 63058 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 57299 members 
Mstep: Class 9 contains 9590 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 73517 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17423 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 67820 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 36831 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 59411 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 4908 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 16657 members 
Mstep: Class 31 contains 74163 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85909736.000000 Penalty: 71871.835938
Iteration 56Q: 34 clusters Score -8.590974e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 63531 members 
Mstep: Class 3 contains 37144 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 62547 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 56827 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 71613 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17389 members 
Mstep: Class 16 contains 331 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 66817 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 36939 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 57700 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 16689 members 
Mstep: Class 31 contains 81001 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85910840.000000 Penalty: 71871.835938
Iteration 57Q: 34 clusters Score -8.591084e+07 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 62016 members 
Mstep: Class 3 contains 36822 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 61624 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 56655 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 69520 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 16 contains 331 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 65892 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 37028 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 56441 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 5246 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 16730 members 
Mstep: Class 31 contains 87798 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85908912.000000 Penalty: 71871.835938
Iteration 58Q: 34 clusters Score -8.590891e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 59974 members 
Mstep: Class 3 contains 36539 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 61042 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 57330 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 67026 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 65408 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 555 members 
Mstep: Class 23 contains 37126 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 55990 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 5442 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 16762 members 
Mstep: Class 31 contains 92970 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85906024.000000 Penalty: 71871.835938
Iteration 59Q: 34 clusters Score -8.590602e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 58220 members 
Mstep: Class 3 contains 36318 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 60939 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 58350 members 
Mstep: Class 9 contains 9286 members 
Mstep: Class 10 contains 5135 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 65421 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 329 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 65199 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 37247 members 
Mstep: Class 24 contains 751 members 
Mstep: Class 25 contains 55887 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 16786 members 
Mstep: Class 31 contains 95363 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85905272.000000 Penalty: 71871.835938
Iteration 60F: 34 clusters Score -8.590527e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 56437 members 
Mstep: Class 3 contains 36114 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 60831 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 59381 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 64599 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 17333 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 65090 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 37259 members 
Mstep: Class 24 contains 746 members 
Mstep: Class 25 contains 56062 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 5976 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16794 members 
Mstep: Class 31 contains 96647 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85904224.000000 Penalty: 71871.835938
Iteration 61Q: 34 clusters Score -8.590422e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 55345 members 
Mstep: Class 3 contains 35880 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 60747 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 60295 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 64528 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 329 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 65092 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 578 members 
Mstep: Class 23 contains 37283 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 56408 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 16786 members 
Mstep: Class 31 contains 96315 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85905504.000000 Penalty: 71871.835938
Iteration 62Q: 34 clusters Score -8.59055e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 54769 members 
Mstep: Class 3 contains 35620 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 60600 members 
Mstep: Class 6 contains 1670 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 61120 members 
Mstep: Class 9 contains 8972 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 64820 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 553 members 
Mstep: Class 15 contains 17146 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 65300 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 37203 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 56777 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 6642 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 16794 members 
Mstep: Class 31 contains 95131 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85907480.000000 Penalty: 71871.835938
Iteration 63Q: 34 clusters Score -8.590748e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 54463 members 
Mstep: Class 3 contains 35366 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 61897 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 65284 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 65552 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 57225 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 16797 members 
Mstep: Class 31 contains 93583 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85909248.000000 Penalty: 71871.835938
Iteration 64Q: 34 clusters Score -8.590925e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 54313 members 
Mstep: Class 3 contains 35141 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 59786 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 62497 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 65763 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 16713 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 65752 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 36794 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 57824 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 652 members 
Mstep: Class 28 contains 8299 members 
Mstep: Class 29 contains 604 members 
Mstep: Class 30 contains 16803 members 
Mstep: Class 31 contains 91952 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85910792.000000 Penalty: 71871.835938
Iteration 65Q: 34 clusters Score -8.591079e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 54148 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 59357 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 62995 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 66217 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 16509 members 
Mstep: Class 16 contains 332 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 65964 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 36444 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 58405 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 653 members 
Mstep: Class 28 contains 9508 members 
Mstep: Class 29 contains 604 members 
Mstep: Class 30 contains 16810 members 
Mstep: Class 31 contains 90321 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85912024.000000 Penalty: 71871.835938
Iteration 66Q: 34 clusters Score -8.591202e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 53965 members 
Mstep: Class 3 contains 34818 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 58910 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63344 members 
Mstep: Class 9 contains 8093 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 66620 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 16304 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 1747 members 
Mstep: Class 18 contains 66266 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 608 members 
Mstep: Class 23 contains 36068 members 
Mstep: Class 24 contains 802 members 
Mstep: Class 25 contains 59077 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 653 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 16812 members 
Mstep: Class 31 contains 88786 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85912496.000000 Penalty: 71871.835938
Iteration 67Q: 34 clusters Score -8.59125e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 53870 members 
Mstep: Class 3 contains 34639 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 58471 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63595 members 
Mstep: Class 9 contains 7885 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 67013 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 18 contains 66489 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 35713 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 59670 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 654 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 16814 members 
Mstep: Class 31 contains 87464 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85913232.000000 Penalty: 71871.835938
Iteration 68Q: 34 clusters Score -8.591323e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 53774 members 
Mstep: Class 3 contains 34457 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 58085 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63772 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 66755 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 35356 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 60360 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 655 members 
Mstep: Class 28 contains 12809 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 16810 members 
Mstep: Class 31 contains 86108 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85914088.000000 Penalty: 71871.835938
Iteration 69Q: 34 clusters Score -8.591409e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 53667 members 
Mstep: Class 3 contains 34320 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 57752 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 7538 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 67698 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 66992 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 35004 members 
Mstep: Class 24 contains 802 members 
Mstep: Class 25 contains 61199 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 656 members 
Mstep: Class 28 contains 13767 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 16808 members 
Mstep: Class 31 contains 84783 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85914608.000000 Penalty: 71871.835938
Iteration 70Q: 34 clusters Score -8.591461e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 53529 members 
Mstep: Class 3 contains 34214 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 57448 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63830 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 68014 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15641 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67157 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 34701 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 62131 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 656 members 
Mstep: Class 28 contains 14584 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 16806 members 
Mstep: Class 31 contains 83588 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915168.000000 Penalty: 71871.835938
Iteration 71Q: 34 clusters Score -8.591517e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 53421 members 
Mstep: Class 3 contains 34102 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 57208 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 63720 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68346 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15501 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67317 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 63069 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 15307 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 82447 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915576.000000 Penalty: 71871.835938
Iteration 72Q: 34 clusters Score -8.591558e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 53384 members 
Mstep: Class 3 contains 34006 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 57023 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 63431 members 
Mstep: Class 9 contains 7173 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68584 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15404 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67445 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 34217 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 64054 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 15907 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 81432 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915248.000000 Penalty: 71871.835938
Iteration 73Q: 34 clusters Score -8.591525e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 53347 members 
Mstep: Class 3 contains 33948 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 56868 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 63011 members 
Mstep: Class 9 contains 7091 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68718 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67539 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 34023 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 65065 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 16441 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 80603 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915576.000000 Penalty: 71871.835938
Iteration 74Q: 34 clusters Score -8.591558e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 53335 members 
Mstep: Class 3 contains 33917 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56740 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 62575 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68691 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15299 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67597 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33857 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 66074 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 16906 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 79930 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915232.000000 Penalty: 71871.835938
Iteration 75Q: 34 clusters Score -8.591523e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 53377 members 
Mstep: Class 3 contains 33903 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56633 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 62046 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68665 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67629 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33722 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 67065 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 659 members 
Mstep: Class 28 contains 17269 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 79336 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915128.000000 Penalty: 71871.835938
Iteration 76Q: 34 clusters Score -8.591513e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 53455 members 
Mstep: Class 3 contains 33896 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56597 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 61562 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68538 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15249 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67694 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33572 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 67975 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 78767 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915192.000000 Penalty: 71871.835938
Iteration 77Q: 34 clusters Score -8.591519e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 53557 members 
Mstep: Class 3 contains 33883 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56617 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 61095 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68359 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15219 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67643 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33444 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 69006 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 17928 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 78156 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915184.000000 Penalty: 71871.835938
Iteration 78Q: 34 clusters Score -8.591518e+07 nChanged 4412
Entering ConstructFrom: 
Score: -85915184.000000 Penalty: 71871.835938
Entering ConstructFrom: 
Trying to split cluster 1 (65379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Entering Unmasked Estep 
Score: -8636592.000000 Penalty: 1801.792969
	Iteration 0F: 2 clusters Score -8636592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -8595344.000000 Penalty: 3603.585938
	Iteration 0F: 3 clusters Score -8595344 nChanged 30923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -8613171.000000 Penalty: 3603.585938
	Iteration 1F: 3 clusters Score -8613171 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -8613901.000000 Penalty: 3603.585938
	Iteration 2Q: 3 clusters Score -8613901 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8615017.000000 Penalty: 3603.585938
	Iteration 3Q: 3 clusters Score -8615017 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -8616398.000000 Penalty: 3603.585938
	Iteration 4Q: 3 clusters Score -8616398 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -8618120.000000 Penalty: 3603.585938
	Iteration 5F: 3 clusters Score -8618120 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -8619924.000000 Penalty: 3603.585938
	Iteration 6F: 3 clusters Score -8619924 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8621625.000000 Penalty: 3603.585938
	Iteration 7F: 3 clusters Score -8621625 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -8623108.000000 Penalty: 3603.585938
	Iteration 8Q: 3 clusters Score -8623108 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -8624330.000000 Penalty: 3603.585938
	Iteration 9Q: 3 clusters Score -8624330 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8625400.000000 Penalty: 3603.585938
	Iteration 10Q: 3 clusters Score -8625400 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -8626348.000000 Penalty: 3603.585938
	Iteration 11Q: 3 clusters Score -8626348 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8627206.000000 Penalty: 3603.585938
	Iteration 12Q: 3 clusters Score -8627206 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8628163.000000 Penalty: 3603.585938
	Iteration 13Q: 3 clusters Score -8628163 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8629142.000000 Penalty: 3603.585938
	Iteration 14Q: 3 clusters Score -8629142 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -8630221.000000 Penalty: 3603.585938
	Iteration 15Q: 3 clusters Score -8630221 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -8631184.000000 Penalty: 3603.585938
	Iteration 16Q: 3 clusters Score -8631184 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -8632176.000000 Penalty: 3603.585938
	Iteration 17Q: 3 clusters Score -8632176 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -8633113.000000 Penalty: 3603.585938
	Iteration 18Q: 3 clusters Score -8633113 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -8633828.000000 Penalty: 3603.585938
	Iteration 19Q: 3 clusters Score -8633828 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -8634457.000000 Penalty: 3603.585938
	Iteration 20F: 3 clusters Score -8634457 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -8634940.000000 Penalty: 3603.585938
	Iteration 21Q: 3 clusters Score -8634940 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -8635338.000000 Penalty: 3603.585938
	Iteration 22Q: 3 clusters Score -8635338 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -8635635.000000 Penalty: 3603.585938
	Iteration 23Q: 3 clusters Score -8635635 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8635859.000000 Penalty: 3603.585938
	Iteration 24Q: 3 clusters Score -8635859 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -8636055.000000 Penalty: 3603.585938
	Iteration 25Q: 3 clusters Score -8636055 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -8636160.000000 Penalty: 3603.585938
	Iteration 26Q: 3 clusters Score -8636160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -8636215.000000 Penalty: 3603.585938
	Iteration 27Q: 3 clusters Score -8636215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -8636266.000000 Penalty: 3603.585938
	Iteration 28Q: 3 clusters Score -8636266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -8636316.000000 Penalty: 3603.585938
	Iteration 29Q: 3 clusters Score -8636316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8636360.000000 Penalty: 3603.585938
	Iteration 30Q: 3 clusters Score -8636360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -8636368.000000 Penalty: 3603.585938
	Iteration 31Q: 3 clusters Score -8636368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -8636376.000000 Penalty: 3603.585938
	Iteration 32Q: 3 clusters Score -8636376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -8636374.000000 Penalty: 3603.585938
	Iteration 33Q: 3 clusters Score -8636374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8636378.000000 Penalty: 3603.585938
	Iteration 34Q: 3 clusters Score -8636378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -8636385.000000 Penalty: 3603.585938
	Iteration 35Q: 3 clusters Score -8636385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -8636390.000000 Penalty: 3603.585938
	Iteration 36Q: 3 clusters Score -8636390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -8636384.000000 Penalty: 3603.585938
	Iteration 37Q: 3 clusters Score -8636384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -8636384.000000 Penalty: 3603.585938
	Iteration 38Q: 3 clusters Score -8636384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -8636388.000000 Penalty: 3603.585938
	Iteration 39Q: 3 clusters Score -8636388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -8636381.000000 Penalty: 3603.585938
	Iteration 40F: 3 clusters Score -8636381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8636381.000000 Penalty: 3603.585938
	Iteration 41Q: 3 clusters Score -8636381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8636377.000000 Penalty: 3603.585938
	Iteration 42Q: 3 clusters Score -8636377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -8636382.000000 Penalty: 3603.585938
	Iteration 43Q: 3 clusters Score -8636382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -8636380.000000 Penalty: 3603.585938
	Iteration 44Q: 3 clusters Score -8636380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -8636380.000000 Penalty: 3603.585938
	Iteration 45Q: 3 clusters Score -8636380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8636382.000000 Penalty: 3603.585938
	Iteration 46Q: 3 clusters Score -8636382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -8636386.000000 Penalty: 3603.585938
	Iteration 47Q: 3 clusters Score -8636386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8636383.000000 Penalty: 3603.585938
	Iteration 48Q: 3 clusters Score -8636383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8636392.000000 Penalty: 3603.585938
	Iteration 49Q: 3 clusters Score -8636392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8636385.000000 Penalty: 3603.585938
	Iteration 50Q: 3 clusters Score -8636385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8636383.000000 Penalty: 3603.585938
	Iteration 51Q: 3 clusters Score -8636383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8636383.000000 Penalty: 3603.585938
	Iteration 52F: 3 clusters Score -8636383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Entering Unmasked Estep 
Score: -7118096.500000 Penalty: 1769.887451
	Iteration 0F: 2 clusters Score -7118096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -7083025.500000 Penalty: 3539.774902
	Iteration 0F: 3 clusters Score -7083026 nChanged 25251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -7097190.000000 Penalty: 3539.774902
	Iteration 1F: 3 clusters Score -7097190 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -7097760.500000 Penalty: 3539.774902
	Iteration 2Q: 3 clusters Score -7097760 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7098528.000000 Penalty: 3539.774902
	Iteration 3Q: 3 clusters Score -7098528 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7099842.500000 Penalty: 3539.774902
	Iteration 4Q: 3 clusters Score -7099842 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -7102074.000000 Penalty: 3539.774902
	Iteration 5F: 3 clusters Score -7102074 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -7105358.000000 Penalty: 3539.774902
	Iteration 6F: 3 clusters Score -7105358 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -7109402.500000 Penalty: 3539.774902
	Iteration 7F: 3 clusters Score -7109402 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7112833.000000 Penalty: 3539.774902
	Iteration 8F: 3 clusters Score -7112833 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7114890.000000 Penalty: 3539.774902
	Iteration 9Q: 3 clusters Score -7114890 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7115907.500000 Penalty: 3539.774902
	Iteration 10Q: 3 clusters Score -7115908 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7116331.500000 Penalty: 3539.774902
	Iteration 11Q: 3 clusters Score -7116332 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7116561.000000 Penalty: 3539.774902
	Iteration 12Q: 3 clusters Score -7116561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7116681.000000 Penalty: 3539.774902
	Iteration 13Q: 3 clusters Score -7116681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7116749.500000 Penalty: 3539.774902
	Iteration 14Q: 3 clusters Score -7116750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7116787.000000 Penalty: 3539.774902
	Iteration 15Q: 3 clusters Score -7116787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7116821.500000 Penalty: 3539.774902
	Iteration 16Q: 3 clusters Score -7116822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7116842.500000 Penalty: 3539.774902
	Iteration 17Q: 3 clusters Score -7116842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7116863.500000 Penalty: 3539.774902
	Iteration 18Q: 3 clusters Score -7116864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7116886.500000 Penalty: 3539.774902
	Iteration 19Q: 3 clusters Score -7116886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7116894.500000 Penalty: 3539.774902
	Iteration 20F: 3 clusters Score -7116894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7116894.000000 Penalty: 3539.774902
	Iteration 21Q: 3 clusters Score -7116894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7116900.000000 Penalty: 3539.774902
	Iteration 22Q: 3 clusters Score -7116900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7116907.500000 Penalty: 3539.774902
	Iteration 23Q: 3 clusters Score -7116908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7116910.500000 Penalty: 3539.774902
	Iteration 24Q: 3 clusters Score -7116910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7116921.000000 Penalty: 3539.774902
	Iteration 25Q: 3 clusters Score -7116921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7116917.000000 Penalty: 3539.774902
	Iteration 26Q: 3 clusters Score -7116917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7116915.500000 Penalty: 3539.774902
	Iteration 27Q: 3 clusters Score -7116916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7116920.500000 Penalty: 3539.774902
	Iteration 28Q: 3 clusters Score -7116920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7116919.500000 Penalty: 3539.774902
	Iteration 29Q: 3 clusters Score -7116920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7116922.000000 Penalty: 3539.774902
	Iteration 30Q: 3 clusters Score -7116922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7116924.500000 Penalty: 3539.774902
	Iteration 31Q: 3 clusters Score -7116924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7116926.500000 Penalty: 3539.774902
	Iteration 32Q: 3 clusters Score -7116926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7116918.500000 Penalty: 3539.774902
	Iteration 33Q: 3 clusters Score -7116918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7116918.500000 Penalty: 3539.774902
	Iteration 34F: 3 clusters Score -7116918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Entering Unmasked Estep 
Score: -4424527.000000 Penalty: 1694.844482
	Iteration 0F: 2 clusters Score -4424527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4401794.500000 Penalty: 3389.688965
	Iteration 0F: 3 clusters Score -4401794 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4410605.000000 Penalty: 3389.688965
	Iteration 1F: 3 clusters Score -4410605 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4411220.000000 Penalty: 3389.688965
	Iteration 2Q: 3 clusters Score -4411220 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4411928.000000 Penalty: 3389.688965
	Iteration 3Q: 3 clusters Score -4411928 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4412783.000000 Penalty: 3389.688965
	Iteration 4F: 3 clusters Score -4412783 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4413720.500000 Penalty: 3389.688965
	Iteration 5F: 3 clusters Score -4413720 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4414818.500000 Penalty: 3389.688965
	Iteration 6F: 3 clusters Score -4414818 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4416098.500000 Penalty: 3389.688965
	Iteration 7F: 3 clusters Score -4416098 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4417568.500000 Penalty: 3389.688965
	Iteration 8F: 3 clusters Score -4417568 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4418917.500000 Penalty: 3389.688965
	Iteration 9F: 3 clusters Score -4418918 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4420023.000000 Penalty: 3389.688965
	Iteration 10Q: 3 clusters Score -4420023 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4420783.000000 Penalty: 3389.688965
	Iteration 11Q: 3 clusters Score -4420783 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4421256.000000 Penalty: 3389.688965
	Iteration 12Q: 3 clusters Score -4421256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4421536.500000 Penalty: 3389.688965
	Iteration 13Q: 3 clusters Score -4421536 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4421716.500000 Penalty: 3389.688965
	Iteration 14Q: 3 clusters Score -4421716 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4421864.000000 Penalty: 3389.688965
	Iteration 15Q: 3 clusters Score -4421864 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4421977.500000 Penalty: 3389.688965
	Iteration 16Q: 3 clusters Score -4421978 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4422067.000000 Penalty: 3389.688965
	Iteration 17Q: 3 clusters Score -4422067 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4422148.000000 Penalty: 3389.688965
	Iteration 18Q: 3 clusters Score -4422148 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4422194.500000 Penalty: 3389.688965
	Iteration 19Q: 3 clusters Score -4422194 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4422258.500000 Penalty: 3389.688965
	Iteration 20F: 3 clusters Score -4422258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4422305.500000 Penalty: 3389.688965
	Iteration 21Q: 3 clusters Score -4422306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4422350.500000 Penalty: 3389.688965
	Iteration 22Q: 3 clusters Score -4422350 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4422387.500000 Penalty: 3389.688965
	Iteration 23Q: 3 clusters Score -4422388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4422413.500000 Penalty: 3389.688965
	Iteration 24Q: 3 clusters Score -4422414 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4422447.000000 Penalty: 3389.688965
	Iteration 25Q: 3 clusters Score -4422447 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4422466.500000 Penalty: 3389.688965
	Iteration 26Q: 3 clusters Score -4422466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4422494.000000 Penalty: 3389.688965
	Iteration 27Q: 3 clusters Score -4422494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4422524.500000 Penalty: 3389.688965
	Iteration 28Q: 3 clusters Score -4422524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4422551.500000 Penalty: 3389.688965
	Iteration 29Q: 3 clusters Score -4422552 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4422544.000000 Penalty: 3389.688965
	Iteration 30Q: 3 clusters Score -4422544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4422557.000000 Penalty: 3389.688965
	Iteration 31Q: 3 clusters Score -4422557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4422583.500000 Penalty: 3389.688965
	Iteration 32Q: 3 clusters Score -4422584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4422606.000000 Penalty: 3389.688965
	Iteration 33Q: 3 clusters Score -4422606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4422621.000000 Penalty: 3389.688965
	Iteration 34Q: 3 clusters Score -4422621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4422650.000000 Penalty: 3389.688965
	Iteration 35Q: 3 clusters Score -4422650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -4422673.500000 Penalty: 3389.688965
	Iteration 36Q: 3 clusters Score -4422674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4422695.000000 Penalty: 3389.688965
	Iteration 37Q: 3 clusters Score -4422695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4422748.000000 Penalty: 3389.688965
	Iteration 38Q: 3 clusters Score -4422748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4422822.000000 Penalty: 3389.688965
	Iteration 39Q: 3 clusters Score -4422822 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4422883.000000 Penalty: 3389.688965
	Iteration 40F: 3 clusters Score -4422883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4422960.000000 Penalty: 3389.688965
	Iteration 41Q: 3 clusters Score -4422960 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4423053.000000 Penalty: 3389.688965
	Iteration 42Q: 3 clusters Score -4423053 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4423196.000000 Penalty: 3389.688965
	Iteration 43Q: 3 clusters Score -4423196 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4423381.000000 Penalty: 3389.688965
	Iteration 44Q: 3 clusters Score -4423381 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4423592.500000 Penalty: 3389.688965
	Iteration 45Q: 3 clusters Score -4423592 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4423790.000000 Penalty: 3389.688965
	Iteration 46Q: 3 clusters Score -4423790 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4423928.000000 Penalty: 3389.688965
	Iteration 47Q: 3 clusters Score -4423928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4424034.000000 Penalty: 3389.688965
	Iteration 48Q: 3 clusters Score -4424034 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4424085.000000 Penalty: 3389.688965
	Iteration 49Q: 3 clusters Score -4424085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4424109.000000 Penalty: 3389.688965
	Iteration 50Q: 3 clusters Score -4424109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4424140.500000 Penalty: 3389.688965
	Iteration 51Q: 3 clusters Score -4424140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4424154.000000 Penalty: 3389.688965
	Iteration 52Q: 3 clusters Score -4424154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4424170.500000 Penalty: 3389.688965
	Iteration 53Q: 3 clusters Score -4424170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4424176.000000 Penalty: 3389.688965
	Iteration 54Q: 3 clusters Score -4424176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4424181.500000 Penalty: 3389.688965
	Iteration 55Q: 3 clusters Score -4424182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4424182.000000 Penalty: 3389.688965
	Iteration 56Q: 3 clusters Score -4424182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4424192.500000 Penalty: 3389.688965
	Iteration 57Q: 3 clusters Score -4424192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4424191.500000 Penalty: 3389.688965
	Iteration 58Q: 3 clusters Score -4424192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4424196.500000 Penalty: 3389.688965
	Iteration 59Q: 3 clusters Score -4424196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4424196.000000 Penalty: 3389.688965
	Iteration 60F: 3 clusters Score -4424196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4424192.500000 Penalty: 3389.688965
	Iteration 61Q: 3 clusters Score -4424192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4424192.000000 Penalty: 3389.688965
	Iteration 62Q: 3 clusters Score -4424192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4424192.500000 Penalty: 3389.688965
	Iteration 63Q: 3 clusters Score -4424192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4424201.000000 Penalty: 3389.688965
	Iteration 64Q: 3 clusters Score -4424201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4424199.500000 Penalty: 3389.688965
	Iteration 65Q: 3 clusters Score -4424200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4424202.000000 Penalty: 3389.688965
	Iteration 66Q: 3 clusters Score -4424202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4424204.500000 Penalty: 3389.688965
	Iteration 67Q: 3 clusters Score -4424204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4424211.000000 Penalty: 3389.688965
	Iteration 68Q: 3 clusters Score -4424211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4424205.000000 Penalty: 3389.688965
	Iteration 69Q: 3 clusters Score -4424205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4424204.500000 Penalty: 3389.688965
	Iteration 70Q: 3 clusters Score -4424204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4424205.500000 Penalty: 3389.688965
	Iteration 71Q: 3 clusters Score -4424206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4424210.000000 Penalty: 3389.688965
	Iteration 72Q: 3 clusters Score -4424210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4424207.000000 Penalty: 3389.688965
	Iteration 73Q: 3 clusters Score -4424207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4424205.000000 Penalty: 3389.688965
	Iteration 74Q: 3 clusters Score -4424205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4424205.500000 Penalty: 3389.688965
	Iteration 75Q: 3 clusters Score -4424206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4424205.500000 Penalty: 3389.688965
	Iteration 76Q: 3 clusters Score -4424206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4424206.500000 Penalty: 3389.688965
	Iteration 77Q: 3 clusters Score -4424206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4424205.000000 Penalty: 3389.688965
	Iteration 78Q: 3 clusters Score -4424205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4424205.000000 Penalty: 3389.688965
	Iteration 79Q: 3 clusters Score -4424205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4424203.000000 Penalty: 3389.688965
	Iteration 80F: 3 clusters Score -4424203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -87151.398438 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -87151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85947.640625 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -85947.64 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86542.398438 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -86542.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87001.906250 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -87001.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87246.460938 Penalty: 2169.642578
	Iteration 3F: 3 clusters Score -87246.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87409.195312 Penalty: 2169.642578
	Iteration 4F: 3 clusters Score -87409.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87545.992188 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -87545.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87637.734375 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -87637.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87708.734375 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -87708.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87727.468750 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -87727.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87752.617188 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -87752.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87774.843750 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -87774.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87796.117188 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -87796.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87806.093750 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -87806.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87807.976562 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -87807.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87812.117188 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -87812.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87813.125000 Penalty: 2169.642578
	Iteration 15Q: 3 clusters Score -87813.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87813.125000 Penalty: 2169.642578
	Iteration 16F: 3 clusters Score -87813.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 421 members 
Entering Unmasked Estep 
Score: -85914712.000000 Penalty: 74049.773438
Splitting cluster 4 changes total score from -85915184.000000 to -85914712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (56707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Entering Unmasked Estep 
Score: -7539045.000000 Penalty: 1778.668579
	Iteration 0F: 2 clusters Score -7539045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -7502463.500000 Penalty: 3557.337158
	Iteration 0F: 3 clusters Score -7502464 nChanged 26816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -7517691.000000 Penalty: 3557.337158
	Iteration 1F: 3 clusters Score -7517691 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -7518513.500000 Penalty: 3557.337158
	Iteration 2Q: 3 clusters Score -7518514 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -7519673.000000 Penalty: 3557.337158
	Iteration 3Q: 3 clusters Score -7519673 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7521514.000000 Penalty: 3557.337158
	Iteration 4F: 3 clusters Score -7521514 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -7524338.500000 Penalty: 3557.337158
	Iteration 5F: 3 clusters Score -7524338 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -7528373.500000 Penalty: 3557.337158
	Iteration 6F: 3 clusters Score -7528374 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -7532197.000000 Penalty: 3557.337158
	Iteration 7F: 3 clusters Score -7532197 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7534995.000000 Penalty: 3557.337158
	Iteration 8F: 3 clusters Score -7534995 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7536494.500000 Penalty: 3557.337158
	Iteration 9Q: 3 clusters Score -7536494 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7537075.500000 Penalty: 3557.337158
	Iteration 10Q: 3 clusters Score -7537076 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7537330.500000 Penalty: 3557.337158
	Iteration 11Q: 3 clusters Score -7537330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7537467.500000 Penalty: 3557.337158
	Iteration 12Q: 3 clusters Score -7537468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7537571.500000 Penalty: 3557.337158
	Iteration 13Q: 3 clusters Score -7537572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7537623.500000 Penalty: 3557.337158
	Iteration 14Q: 3 clusters Score -7537624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7537642.500000 Penalty: 3557.337158
	Iteration 15Q: 3 clusters Score -7537642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7537661.000000 Penalty: 3557.337158
	Iteration 16Q: 3 clusters Score -7537661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7537676.500000 Penalty: 3557.337158
	Iteration 17Q: 3 clusters Score -7537676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7537693.500000 Penalty: 3557.337158
	Iteration 18Q: 3 clusters Score -7537694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7537701.000000 Penalty: 3557.337158
	Iteration 19Q: 3 clusters Score -7537701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7537708.500000 Penalty: 3557.337158
	Iteration 20F: 3 clusters Score -7537708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7537714.000000 Penalty: 3557.337158
	Iteration 21Q: 3 clusters Score -7537714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7537715.500000 Penalty: 3557.337158
	Iteration 22Q: 3 clusters Score -7537716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7537712.500000 Penalty: 3557.337158
	Iteration 23Q: 3 clusters Score -7537712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7537713.500000 Penalty: 3557.337158
	Iteration 24Q: 3 clusters Score -7537714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7537714.500000 Penalty: 3557.337158
	Iteration 25Q: 3 clusters Score -7537714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7537714.500000 Penalty: 3557.337158
	Iteration 26F: 3 clusters Score -7537714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -248217.859375 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -248217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246435.953125 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -246436 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -247328.203125 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -247328.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -247881.250000 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -247881.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -248229.281250 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -248229.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -248465.843750 Penalty: 2418.619873
	Iteration 4F: 3 clusters Score -248465.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248538.828125 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -248538.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248612.046875 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -248612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -248659.953125 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -248660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -248677.984375 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -248678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -248685.093750 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -248685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248687.968750 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -248688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248691.484375 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -248691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -248695.875000 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -248695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -248700.000000 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -248700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -248704.546875 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -248704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -248707.765625 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -248707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248710.062500 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -248710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248712.515625 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -248712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248715.093750 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -248715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -248716.484375 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -248716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -248717.062500 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -248717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248717.390625 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -248717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248717.390625 Penalty: 2418.619873
	Iteration 22F: 3 clusters Score -248717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 683 members 
Entering Unmasked Estep 
Score: -85914664.000000 Penalty: 74049.773438
Splitting cluster 6 changes total score from -85915184.000000 to -85914664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -106822.375000 Penalty: 1099.506104
	Iteration 0F: 2 clusters Score -106822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105572.953125 Penalty: 2199.012207
	Iteration 0F: 3 clusters Score -105573 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105906.929688 Penalty: 2199.012207
	Iteration 1F: 3 clusters Score -105906.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106050.960938 Penalty: 2199.012207
	Iteration 2F: 3 clusters Score -106051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106192.906250 Penalty: 2199.012207
	Iteration 3F: 3 clusters Score -106192.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106365.320312 Penalty: 2199.012207
	Iteration 4F: 3 clusters Score -106365.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106466.960938 Penalty: 2199.012207
	Iteration 5F: 3 clusters Score -106467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106500.914062 Penalty: 2199.012207
	Iteration 6Q: 3 clusters Score -106500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -106520.164062 Penalty: 2199.012207
	Iteration 7Q: 3 clusters Score -106520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106526.226562 Penalty: 2199.012207
	Iteration 8Q: 3 clusters Score -106526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106526.226562 Penalty: 2199.012207
	Iteration 9F: 3 clusters Score -106526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Entering Unmasked Estep 
Score: -8056232.000000 Penalty: 1789.503784
	Iteration 0F: 2 clusters Score -8056232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8018523.000000 Penalty: 3579.007568
	Iteration 0F: 3 clusters Score -8018523 nChanged 28569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -8035016.000000 Penalty: 3579.007568
	Iteration 1F: 3 clusters Score -8035016 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -8035837.000000 Penalty: 3579.007568
	Iteration 2Q: 3 clusters Score -8035837 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -8036812.500000 Penalty: 3579.007568
	Iteration 3Q: 3 clusters Score -8036812 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -8038090.500000 Penalty: 3579.007568
	Iteration 4Q: 3 clusters Score -8038090 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8039762.000000 Penalty: 3579.007568
	Iteration 5F: 3 clusters Score -8039762 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -8042064.000000 Penalty: 3579.007568
	Iteration 6F: 3 clusters Score -8042064 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -8044946.000000 Penalty: 3579.007568
	Iteration 7F: 3 clusters Score -8044946 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -8047520.000000 Penalty: 3579.007568
	Iteration 8F: 3 clusters Score -8047520 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -8048885.000000 Penalty: 3579.007568
	Iteration 9Q: 3 clusters Score -8048885 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8049509.000000 Penalty: 3579.007568
	Iteration 10Q: 3 clusters Score -8049509 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8049832.000000 Penalty: 3579.007568
	Iteration 11Q: 3 clusters Score -8049832 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -8050176.000000 Penalty: 3579.007568
	Iteration 12Q: 3 clusters Score -8050176 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8050399.500000 Penalty: 3579.007568
	Iteration 13Q: 3 clusters Score -8050400 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -8050723.500000 Penalty: 3579.007568
	Iteration 14Q: 3 clusters Score -8050724 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8050989.000000 Penalty: 3579.007568
	Iteration 15Q: 3 clusters Score -8050989 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8051298.500000 Penalty: 3579.007568
	Iteration 16Q: 3 clusters Score -8051298 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8051693.000000 Penalty: 3579.007568
	Iteration 17Q: 3 clusters Score -8051693 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -8051994.000000 Penalty: 3579.007568
	Iteration 18Q: 3 clusters Score -8051994 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8052312.500000 Penalty: 3579.007568
	Iteration 19Q: 3 clusters Score -8052312 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8052625.500000 Penalty: 3579.007568
	Iteration 20F: 3 clusters Score -8052626 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -8052847.500000 Penalty: 3579.007568
	Iteration 21Q: 3 clusters Score -8052848 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -8053095.000000 Penalty: 3579.007568
	Iteration 22Q: 3 clusters Score -8053095 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -8053436.000000 Penalty: 3579.007568
	Iteration 23Q: 3 clusters Score -8053436 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -8053777.000000 Penalty: 3579.007568
	Iteration 24Q: 3 clusters Score -8053777 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -8053952.000000 Penalty: 3579.007568
	Iteration 25Q: 3 clusters Score -8053952 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -8054183.500000 Penalty: 3579.007568
	Iteration 26Q: 3 clusters Score -8054184 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -8054370.500000 Penalty: 3579.007568
	Iteration 27Q: 3 clusters Score -8054370 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -8054533.500000 Penalty: 3579.007568
	Iteration 28Q: 3 clusters Score -8054534 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -8054680.000000 Penalty: 3579.007568
	Iteration 29Q: 3 clusters Score -8054680 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -8054765.500000 Penalty: 3579.007568
	Iteration 30Q: 3 clusters Score -8054766 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -8054866.000000 Penalty: 3579.007568
	Iteration 31Q: 3 clusters Score -8054866 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -8054993.500000 Penalty: 3579.007568
	Iteration 32Q: 3 clusters Score -8054994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -8055025.500000 Penalty: 3579.007568
	Iteration 33Q: 3 clusters Score -8055026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -8055063.000000 Penalty: 3579.007568
	Iteration 34Q: 3 clusters Score -8055063 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -8055085.000000 Penalty: 3579.007568
	Iteration 35Q: 3 clusters Score -8055085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -8055107.000000 Penalty: 3579.007568
	Iteration 36Q: 3 clusters Score -8055107 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -8055100.000000 Penalty: 3579.007568
	Iteration 37Q: 3 clusters Score -8055100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -8055117.500000 Penalty: 3579.007568
	Iteration 38Q: 3 clusters Score -8055118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -8055113.000000 Penalty: 3579.007568
	Iteration 39Q: 3 clusters Score -8055113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -8055119.500000 Penalty: 3579.007568
	Iteration 40F: 3 clusters Score -8055120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -8055122.000000 Penalty: 3579.007568
	Iteration 41Q: 3 clusters Score -8055122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -8055106.500000 Penalty: 3579.007568
	Iteration 42Q: 3 clusters Score -8055106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -8055128.500000 Penalty: 3579.007568
	Iteration 43Q: 3 clusters Score -8055128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -8055130.500000 Penalty: 3579.007568
	Iteration 44Q: 3 clusters Score -8055130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -8055157.000000 Penalty: 3579.007568
	Iteration 45Q: 3 clusters Score -8055157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -8055150.500000 Penalty: 3579.007568
	Iteration 46Q: 3 clusters Score -8055150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -8055146.500000 Penalty: 3579.007568
	Iteration 47Q: 3 clusters Score -8055146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -8055134.500000 Penalty: 3579.007568
	Iteration 48Q: 3 clusters Score -8055134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -8055144.500000 Penalty: 3579.007568
	Iteration 49Q: 3 clusters Score -8055144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8055134.000000 Penalty: 3579.007568
	Iteration 50Q: 3 clusters Score -8055134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -8055139.000000 Penalty: 3579.007568
	Iteration 51Q: 3 clusters Score -8055139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -8055137.500000 Penalty: 3579.007568
	Iteration 52Q: 3 clusters Score -8055138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -8055144.000000 Penalty: 3579.007568
	Iteration 53Q: 3 clusters Score -8055144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -8055154.000000 Penalty: 3579.007568
	Iteration 54Q: 3 clusters Score -8055154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -8055157.500000 Penalty: 3579.007568
	Iteration 55Q: 3 clusters Score -8055158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -8055173.500000 Penalty: 3579.007568
	Iteration 56Q: 3 clusters Score -8055174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -8055179.000000 Penalty: 3579.007568
	Iteration 57Q: 3 clusters Score -8055179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8055192.000000 Penalty: 3579.007568
	Iteration 58Q: 3 clusters Score -8055192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -8055195.000000 Penalty: 3579.007568
	Iteration 59Q: 3 clusters Score -8055195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -8055201.500000 Penalty: 3579.007568
	Iteration 60F: 3 clusters Score -8055202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -8055214.000000 Penalty: 3579.007568
	Iteration 61Q: 3 clusters Score -8055214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -8055208.000000 Penalty: 3579.007568
	Iteration 62Q: 3 clusters Score -8055208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -8055195.500000 Penalty: 3579.007568
	Iteration 63Q: 3 clusters Score -8055196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -8055196.000000 Penalty: 3579.007568
	Iteration 64Q: 3 clusters Score -8055196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -8055192.500000 Penalty: 3579.007568
	Iteration 65Q: 3 clusters Score -8055192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -8055191.000000 Penalty: 3579.007568
	Iteration 66Q: 3 clusters Score -8055191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -8055190.000000 Penalty: 3579.007568
	Iteration 67Q: 3 clusters Score -8055190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -8055190.500000 Penalty: 3579.007568
	Iteration 68Q: 3 clusters Score -8055190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -8055203.000000 Penalty: 3579.007568
	Iteration 69Q: 3 clusters Score -8055203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -8055199.000000 Penalty: 3579.007568
	Iteration 70Q: 3 clusters Score -8055199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -8055204.000000 Penalty: 3579.007568
	Iteration 71Q: 3 clusters Score -8055204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -8055204.500000 Penalty: 3579.007568
	Iteration 72Q: 3 clusters Score -8055204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -8055203.500000 Penalty: 3579.007568
	Iteration 73Q: 3 clusters Score -8055204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -8055195.000000 Penalty: 3579.007568
	Iteration 74Q: 3 clusters Score -8055195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -8055195.000000 Penalty: 3579.007568
	Iteration 75Q: 3 clusters Score -8055195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -8055199.000000 Penalty: 3579.007568
	Iteration 76Q: 3 clusters Score -8055199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -8055203.500000 Penalty: 3579.007568
	Iteration 77Q: 3 clusters Score -8055204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -8055207.000000 Penalty: 3579.007568
	Iteration 78Q: 3 clusters Score -8055207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -8055204.500000 Penalty: 3579.007568
	Iteration 79Q: 3 clusters Score -8055204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -8055211.000000 Penalty: 3579.007568
	Iteration 80F: 3 clusters Score -8055211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8055213.500000 Penalty: 3579.007568
	Iteration 81Q: 3 clusters Score -8055214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -8055211.000000 Penalty: 3579.007568
	Iteration 82Q: 3 clusters Score -8055211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8055213.000000 Penalty: 3579.007568
	Iteration 83Q: 3 clusters Score -8055213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -8055216.000000 Penalty: 3579.007568
	Iteration 84Q: 3 clusters Score -8055216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8055220.000000 Penalty: 3579.007568
	Iteration 85Q: 3 clusters Score -8055220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -8055221.500000 Penalty: 3579.007568
	Iteration 86Q: 3 clusters Score -8055222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8055224.500000 Penalty: 3579.007568
	Iteration 87Q: 3 clusters Score -8055224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8055224.500000 Penalty: 3579.007568
	Iteration 88F: 3 clusters Score -8055224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -872803.125000 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -872803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -867640.875000 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -867640.9 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -869362.875000 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -869362.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -869797.750000 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -869797.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -870227.562500 Penalty: 2872.152100
	Iteration 3F: 3 clusters Score -870227.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -870629.187500 Penalty: 2872.152100
	Iteration 4F: 3 clusters Score -870629.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -871003.687500 Penalty: 2872.152100
	Iteration 5F: 3 clusters Score -871003.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -871387.750000 Penalty: 2872.152100
	Iteration 6F: 3 clusters Score -871387.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -871663.125000 Penalty: 2872.152100
	Iteration 7Q: 3 clusters Score -871663.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -871866.187500 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -871866.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -872010.250000 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -872010.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -872112.625000 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -872112.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -872183.875000 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -872183.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -872235.187500 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -872235.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -872267.625000 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -872267.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -872296.375000 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -872296.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -872312.250000 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -872312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -872321.250000 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -872321.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -872336.125000 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -872336.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -872355.500000 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -872355.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -872370.812500 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -872370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -872377.187500 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -872377.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -872382.562500 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -872382.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -872386.125000 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -872386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -872391.375000 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -872391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -872393.312500 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -872393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -872396.375000 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -872396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -872394.687500 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -872394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -872392.875000 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -872392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -872394.125000 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -872394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -872394.062500 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -872394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -872394.062500 Penalty: 2872.152100
	Iteration 30F: 3 clusters Score -872394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -664275.562500 Penalty: 1387.770752
	Iteration 0F: 2 clusters Score -664275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -660301.562500 Penalty: 2775.541504
	Iteration 0F: 3 clusters Score -660301.6 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -661515.000000 Penalty: 2775.541504
	Iteration 1F: 3 clusters Score -661515 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -661951.062500 Penalty: 2775.541504
	Iteration 2F: 3 clusters Score -661951.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -662340.562500 Penalty: 2775.541504
	Iteration 3F: 3 clusters Score -662340.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -662657.875000 Penalty: 2775.541504
	Iteration 4F: 3 clusters Score -662657.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -662885.562500 Penalty: 2775.541504
	Iteration 5F: 3 clusters Score -662885.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -663019.125000 Penalty: 2775.541504
	Iteration 6Q: 3 clusters Score -663019.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -663105.875000 Penalty: 2775.541504
	Iteration 7Q: 3 clusters Score -663105.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -663155.437500 Penalty: 2775.541504
	Iteration 8Q: 3 clusters Score -663155.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -663191.250000 Penalty: 2775.541504
	Iteration 9Q: 3 clusters Score -663191.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -663216.875000 Penalty: 2775.541504
	Iteration 10Q: 3 clusters Score -663216.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -663235.625000 Penalty: 2775.541504
	Iteration 11Q: 3 clusters Score -663235.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -663245.937500 Penalty: 2775.541504
	Iteration 12Q: 3 clusters Score -663245.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -663261.125000 Penalty: 2775.541504
	Iteration 13Q: 3 clusters Score -663261.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -663274.687500 Penalty: 2775.541504
	Iteration 14Q: 3 clusters Score -663274.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -663290.687500 Penalty: 2775.541504
	Iteration 15Q: 3 clusters Score -663290.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -663295.125000 Penalty: 2775.541504
	Iteration 16Q: 3 clusters Score -663295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -663303.125000 Penalty: 2775.541504
	Iteration 17Q: 3 clusters Score -663303.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -663308.812500 Penalty: 2775.541504
	Iteration 18Q: 3 clusters Score -663308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -663311.750000 Penalty: 2775.541504
	Iteration 19Q: 3 clusters Score -663311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -663314.312500 Penalty: 2775.541504
	Iteration 20F: 3 clusters Score -663314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -663315.875000 Penalty: 2775.541504
	Iteration 21Q: 3 clusters Score -663315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -663318.375000 Penalty: 2775.541504
	Iteration 22Q: 3 clusters Score -663318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -663318.875000 Penalty: 2775.541504
	Iteration 23Q: 3 clusters Score -663318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -663321.187500 Penalty: 2775.541504
	Iteration 24Q: 3 clusters Score -663321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -663323.187500 Penalty: 2775.541504
	Iteration 25Q: 3 clusters Score -663323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -663326.000000 Penalty: 2775.541504
	Iteration 26Q: 3 clusters Score -663326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -663325.937500 Penalty: 2775.541504
	Iteration 27Q: 3 clusters Score -663325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -663328.312500 Penalty: 2775.541504
	Iteration 28Q: 3 clusters Score -663328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663329.875000 Penalty: 2775.541504
	Iteration 29Q: 3 clusters Score -663329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -663332.625000 Penalty: 2775.541504
	Iteration 30Q: 3 clusters Score -663332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -663335.687500 Penalty: 2775.541504
	Iteration 31Q: 3 clusters Score -663335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -663336.562500 Penalty: 2775.541504
	Iteration 32Q: 3 clusters Score -663336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663340.437500 Penalty: 2775.541504
	Iteration 33Q: 3 clusters Score -663340.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -663342.875000 Penalty: 2775.541504
	Iteration 34Q: 3 clusters Score -663342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -663345.500000 Penalty: 2775.541504
	Iteration 35Q: 3 clusters Score -663345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -663345.437500 Penalty: 2775.541504
	Iteration 36Q: 3 clusters Score -663345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -663347.312500 Penalty: 2775.541504
	Iteration 37Q: 3 clusters Score -663347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -663348.437500 Penalty: 2775.541504
	Iteration 38Q: 3 clusters Score -663348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -663348.812500 Penalty: 2775.541504
	Iteration 39Q: 3 clusters Score -663348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -663351.562500 Penalty: 2775.541504
	Iteration 40F: 3 clusters Score -663351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -663352.187500 Penalty: 2775.541504
	Iteration 41Q: 3 clusters Score -663352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -663352.625000 Penalty: 2775.541504
	Iteration 42Q: 3 clusters Score -663352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -663353.125000 Penalty: 2775.541504
	Iteration 43Q: 3 clusters Score -663353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -663352.500000 Penalty: 2775.541504
	Iteration 44Q: 3 clusters Score -663352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -663353.625000 Penalty: 2775.541504
	Iteration 45Q: 3 clusters Score -663353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -663353.625000 Penalty: 2775.541504
	Iteration 46Q: 3 clusters Score -663353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -663353.625000 Penalty: 2775.541504
	Iteration 47F: 3 clusters Score -663353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -25244.326172 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -25244.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24439.593750 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -24439.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24782.146484 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -24782.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24964.130859 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -24964.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25058.783203 Penalty: 1943.137817
	Iteration 3Q: 3 clusters Score -25058.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25173.291016 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -25173.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25298.863281 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -25298.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25359.562500 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -25359.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25381.597656 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -25381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25395.251953 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -25395.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25421.240234 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -25421.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25476.082031 Penalty: 1943.137817
	Iteration 10Q: 3 clusters Score -25476.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25576.513672 Penalty: 1943.137817
	Iteration 11Q: 3 clusters Score -25576.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25612.554688 Penalty: 1943.137817
	Iteration 12Q: 3 clusters Score -25612.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25632.330078 Penalty: 1943.137817
	Iteration 13Q: 3 clusters Score -25632.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25639.767578 Penalty: 1943.137817
	Iteration 14Q: 3 clusters Score -25639.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25645.101562 Penalty: 1943.137817
	Iteration 15Q: 3 clusters Score -25645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25661.753906 Penalty: 1943.137817
	Iteration 16F: 3 clusters Score -25661.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25707.226562 Penalty: 1943.137817
	Iteration 17Q: 3 clusters Score -25707.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25740.585938 Penalty: 1943.137817
	Iteration 18Q: 3 clusters Score -25740.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25756.572266 Penalty: 1943.137817
	Iteration 19Q: 3 clusters Score -25756.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25765.140625 Penalty: 1943.137817
	Iteration 20F: 3 clusters Score -25765.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25773.869141 Penalty: 1943.137817
	Iteration 21Q: 3 clusters Score -25773.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25777.005859 Penalty: 1943.137817
	Iteration 22Q: 3 clusters Score -25777.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25777.005859 Penalty: 1943.137817
	Iteration 23F: 3 clusters Score -25777.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 165 members 
Entering Unmasked Estep 
Score: -85914416.000000 Penalty: 74049.773438
Splitting cluster 11 changes total score from -85915184.000000 to -85914416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (68156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Entering Unmasked Estep 
Score: -9131315.000000 Penalty: 1808.552612
	Iteration 0F: 2 clusters Score -9131315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -9091436.000000 Penalty: 3617.105225
	Iteration 0F: 3 clusters Score -9091436 nChanged 31983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -9109857.000000 Penalty: 3617.105225
	Iteration 1F: 3 clusters Score -9109857 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -9110936.000000 Penalty: 3617.105225
	Iteration 2Q: 3 clusters Score -9110936 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9112585.000000 Penalty: 3617.105225
	Iteration 3F: 3 clusters Score -9112585 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -9115420.000000 Penalty: 3617.105225
	Iteration 4F: 3 clusters Score -9115420 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -9119289.000000 Penalty: 3617.105225
	Iteration 5F: 3 clusters Score -9119289 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -9123173.000000 Penalty: 3617.105225
	Iteration 6F: 3 clusters Score -9123173 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -9126625.000000 Penalty: 3617.105225
	Iteration 7F: 3 clusters Score -9126625 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -9128611.000000 Penalty: 3617.105225
	Iteration 8F: 3 clusters Score -9128611 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -9129441.000000 Penalty: 3617.105225
	Iteration 9Q: 3 clusters Score -9129441 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9129705.000000 Penalty: 3617.105225
	Iteration 10Q: 3 clusters Score -9129705 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -9129791.000000 Penalty: 3617.105225
	Iteration 11Q: 3 clusters Score -9129791 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -9129809.000000 Penalty: 3617.105225
	Iteration 12Q: 3 clusters Score -9129809 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -9129801.000000 Penalty: 3617.105225
	Iteration 13Q: 3 clusters Score -9129801 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -9129852.000000 Penalty: 3617.105225
	Iteration 14Q: 3 clusters Score -9129852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -9129860.000000 Penalty: 3617.105225
	Iteration 15Q: 3 clusters Score -9129860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -9129858.000000 Penalty: 3617.105225
	Iteration 16Q: 3 clusters Score -9129858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -9129885.000000 Penalty: 3617.105225
	Iteration 17Q: 3 clusters Score -9129885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -9129888.000000 Penalty: 3617.105225
	Iteration 18Q: 3 clusters Score -9129888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -9129891.000000 Penalty: 3617.105225
	Iteration 19Q: 3 clusters Score -9129891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -9129886.000000 Penalty: 3617.105225
	Iteration 20F: 3 clusters Score -9129886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -9129887.000000 Penalty: 3617.105225
	Iteration 21Q: 3 clusters Score -9129887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -9129890.000000 Penalty: 3617.105225
	Iteration 22Q: 3 clusters Score -9129890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -9129890.000000 Penalty: 3617.105225
	Iteration 23F: 3 clusters Score -9129890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -53801.785156 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -53801.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52911.406250 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -52911.41 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53166.773438 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -53166.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53482.691406 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -53482.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53825.535156 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -53825.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53946.617188 Penalty: 1939.829956
	Iteration 4F: 3 clusters Score -53946.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53976.269531 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -53976.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54029.085938 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -54029.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54069.042969 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -54069.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54103.777344 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -54103.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54135.816406 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -54135.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54170.699219 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -54170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54180.546875 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -54180.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54180.546875 Penalty: 1939.829956
	Iteration 12F: 3 clusters Score -54180.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 137 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 254 members 
Entering Unmasked Estep 
Score: -85914296.000000 Penalty: 74049.773438
Splitting cluster 13 changes total score from -85915184.000000 to -85914296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -56021.671875 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -56021.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54980.296875 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -54980.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55310.652344 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -55310.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55562.058594 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -55562.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55809.878906 Penalty: 2062.331787
	Iteration 3F: 3 clusters Score -55809.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56012.902344 Penalty: 2062.331787
	Iteration 4F: 3 clusters Score -56012.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56119.308594 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -56119.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56155.445312 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -56155.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56184.550781 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -56184.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56198.382812 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -56198.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56205.933594 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -56205.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56212.675781 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -56212.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56218.550781 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -56218.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56219.539062 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -56219.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56219.539062 Penalty: 2062.331787
	Iteration 13F: 3 clusters Score -56219.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 240 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 330 members 
Entering Unmasked Estep 
Score: -85914160.000000 Penalty: 74049.773438
Splitting cluster 14 changes total score from -85915184.000000 to -85914160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Entering Unmasked Estep 
Score: -1953171.625000 Penalty: 1564.431763
	Iteration 0F: 2 clusters Score -1953172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1942646.250000 Penalty: 3128.863525
	Iteration 0F: 3 clusters Score -1942646 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1946397.625000 Penalty: 3128.863525
	Iteration 1F: 3 clusters Score -1946398 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1946833.000000 Penalty: 3128.863525
	Iteration 2F: 3 clusters Score -1946833 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1947485.750000 Penalty: 3128.863525
	Iteration 3F: 3 clusters Score -1947486 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1948474.500000 Penalty: 3128.863525
	Iteration 4F: 3 clusters Score -1948474 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1949729.875000 Penalty: 3128.863525
	Iteration 5F: 3 clusters Score -1949730 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1950999.750000 Penalty: 3128.863525
	Iteration 6F: 3 clusters Score -1951000 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1952047.875000 Penalty: 3128.863525
	Iteration 7F: 3 clusters Score -1952048 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1952710.375000 Penalty: 3128.863525
	Iteration 8F: 3 clusters Score -1952710 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1953131.875000 Penalty: 3128.863525
	Iteration 9Q: 3 clusters Score -1953132 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1953439.000000 Penalty: 3128.863525
	Iteration 10Q: 3 clusters Score -1953439 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1953663.000000 Penalty: 3128.863525
	Iteration 11Q: 3 clusters Score -1953663 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1953804.000000 Penalty: 3128.863525
	Iteration 12Q: 3 clusters Score -1953804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1953877.750000 Penalty: 3128.863525
	Iteration 13Q: 3 clusters Score -1953878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1953922.750000 Penalty: 3128.863525
	Iteration 14Q: 3 clusters Score -1953923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1953950.250000 Penalty: 3128.863525
	Iteration 15Q: 3 clusters Score -1953950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1953961.875000 Penalty: 3128.863525
	Iteration 16Q: 3 clusters Score -1953962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1953966.500000 Penalty: 3128.863525
	Iteration 17Q: 3 clusters Score -1953966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1953969.750000 Penalty: 3128.863525
	Iteration 18Q: 3 clusters Score -1953970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1953972.375000 Penalty: 3128.863525
	Iteration 19Q: 3 clusters Score -1953972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1953973.625000 Penalty: 3128.863525
	Iteration 20F: 3 clusters Score -1953974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1953974.875000 Penalty: 3128.863525
	Iteration 21Q: 3 clusters Score -1953975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1953983.000000 Penalty: 3128.863525
	Iteration 22Q: 3 clusters Score -1953983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1953987.125000 Penalty: 3128.863525
	Iteration 23Q: 3 clusters Score -1953987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1953991.250000 Penalty: 3128.863525
	Iteration 24Q: 3 clusters Score -1953991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1953991.625000 Penalty: 3128.863525
	Iteration 25Q: 3 clusters Score -1953992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1953991.500000 Penalty: 3128.863525
	Iteration 26Q: 3 clusters Score -1953992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1953993.000000 Penalty: 3128.863525
	Iteration 27Q: 3 clusters Score -1953993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1953990.625000 Penalty: 3128.863525
	Iteration 28Q: 3 clusters Score -1953991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1953990.750000 Penalty: 3128.863525
	Iteration 29Q: 3 clusters Score -1953991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1953988.625000 Penalty: 3128.863525
	Iteration 30Q: 3 clusters Score -1953989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1953989.875000 Penalty: 3128.863525
	Iteration 31Q: 3 clusters Score -1953990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1953989.875000 Penalty: 3128.863525
	Iteration 32F: 3 clusters Score -1953990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Entering Unmasked Estep 
Score: -85915224.000000 Penalty: 74049.773438
Splitting cluster 15 changes total score from -85915184.000000 to -85915224.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -37775.171875 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -37775.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36904.351562 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -36904.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37042.515625 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -37042.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37091.562500 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -37091.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37108.972656 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -37108.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37150.515625 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -37150.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37191.011719 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -37191.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37238.871094 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -37238.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37257.386719 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -37257.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37273.941406 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -37273.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37287.054688 Penalty: 1887.646362
	Iteration 9Q: 3 clusters Score -37287.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37296.843750 Penalty: 1887.646362
	Iteration 10Q: 3 clusters Score -37296.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37307.421875 Penalty: 1887.646362
	Iteration 11Q: 3 clusters Score -37307.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37323.929688 Penalty: 1887.646362
	Iteration 12Q: 3 clusters Score -37323.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37330.113281 Penalty: 1887.646362
	Iteration 13Q: 3 clusters Score -37330.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37330.113281 Penalty: 1887.646362
	Iteration 14F: 3 clusters Score -37330.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -276312.656250 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -276312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -274484.687500 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -274484.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275658.031250 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -275658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276488.125000 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -276488.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276943.375000 Penalty: 2424.097900
	Iteration 3F: 3 clusters Score -276943.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -277201.187500 Penalty: 2424.097900
	Iteration 4F: 3 clusters Score -277201.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277389.968750 Penalty: 2424.097900
	Iteration 5Q: 3 clusters Score -277390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -277580.625000 Penalty: 2424.097900
	Iteration 6Q: 3 clusters Score -277580.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -277724.906250 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -277724.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -277886.593750 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -277886.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -278096.968750 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -278097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -278445.687500 Penalty: 2424.097900
	Iteration 10F: 3 clusters Score -278445.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -279051.406250 Penalty: 2424.097900
	Iteration 11F: 3 clusters Score -279051.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -280392.125000 Penalty: 2424.097900
	Iteration 12F: 3 clusters Score -280392.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -282388.187500 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -282388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -283246.562500 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -283246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -283291.656250 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -283291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -283291.656250 Penalty: 2424.097900
	Iteration 16F: 3 clusters Score -283291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Entering Unmasked Estep 
Score: -85921176.000000 Penalty: 76227.703125
Splitting cluster 17 changes total score from -85915184.000000 to -85921176.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (67579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Entering Unmasked Estep 
Score: -8937936.000000 Penalty: 1807.171021
	Iteration 0F: 2 clusters Score -8937936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -8894564.000000 Penalty: 3614.342041
	Iteration 0F: 3 clusters Score -8894564 nChanged 32152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -8912885.000000 Penalty: 3614.342041
	Iteration 1F: 3 clusters Score -8912885 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8913497.000000 Penalty: 3614.342041
	Iteration 2Q: 3 clusters Score -8913497 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8914244.000000 Penalty: 3614.342041
	Iteration 3Q: 3 clusters Score -8914244 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -8915320.000000 Penalty: 3614.342041
	Iteration 4Q: 3 clusters Score -8915320 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8916763.000000 Penalty: 3614.342041
	Iteration 5Q: 3 clusters Score -8916763 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8918825.000000 Penalty: 3614.342041
	Iteration 6F: 3 clusters Score -8918825 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8921743.000000 Penalty: 3614.342041
	Iteration 7F: 3 clusters Score -8921743 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -8925189.000000 Penalty: 3614.342041
	Iteration 8F: 3 clusters Score -8925189 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -8928459.000000 Penalty: 3614.342041
	Iteration 9F: 3 clusters Score -8928459 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -8931181.000000 Penalty: 3614.342041
	Iteration 10F: 3 clusters Score -8931181 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -8933125.000000 Penalty: 3614.342041
	Iteration 11Q: 3 clusters Score -8933125 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -8934440.000000 Penalty: 3614.342041
	Iteration 12Q: 3 clusters Score -8934440 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -8935336.000000 Penalty: 3614.342041
	Iteration 13Q: 3 clusters Score -8935336 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8935835.000000 Penalty: 3614.342041
	Iteration 14Q: 3 clusters Score -8935835 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -8936119.000000 Penalty: 3614.342041
	Iteration 15Q: 3 clusters Score -8936119 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -8936247.000000 Penalty: 3614.342041
	Iteration 16Q: 3 clusters Score -8936247 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8936304.000000 Penalty: 3614.342041
	Iteration 17Q: 3 clusters Score -8936304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -8936339.000000 Penalty: 3614.342041
	Iteration 18Q: 3 clusters Score -8936339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -8936369.000000 Penalty: 3614.342041
	Iteration 19Q: 3 clusters Score -8936369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8936389.000000 Penalty: 3614.342041
	Iteration 20F: 3 clusters Score -8936389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8936401.000000 Penalty: 3614.342041
	Iteration 21Q: 3 clusters Score -8936401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -8936407.000000 Penalty: 3614.342041
	Iteration 22Q: 3 clusters Score -8936407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -8936424.000000 Penalty: 3614.342041
	Iteration 23Q: 3 clusters Score -8936424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -8936422.000000 Penalty: 3614.342041
	Iteration 24Q: 3 clusters Score -8936422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -8936425.000000 Penalty: 3614.342041
	Iteration 25Q: 3 clusters Score -8936425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -8936429.000000 Penalty: 3614.342041
	Iteration 26Q: 3 clusters Score -8936429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -8936427.000000 Penalty: 3614.342041
	Iteration 27Q: 3 clusters Score -8936427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -8936427.000000 Penalty: 3614.342041
	Iteration 28Q: 3 clusters Score -8936427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -8936433.000000 Penalty: 3614.342041
	Iteration 29Q: 3 clusters Score -8936433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -8936431.000000 Penalty: 3614.342041
	Iteration 30Q: 3 clusters Score -8936431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -8936433.000000 Penalty: 3614.342041
	Iteration 31Q: 3 clusters Score -8936433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -8936437.000000 Penalty: 3614.342041
	Iteration 32Q: 3 clusters Score -8936437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -8936433.000000 Penalty: 3614.342041
	Iteration 33Q: 3 clusters Score -8936433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -8936439.000000 Penalty: 3614.342041
	Iteration 34Q: 3 clusters Score -8936439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -8936439.000000 Penalty: 3614.342041
	Iteration 35F: 3 clusters Score -8936439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -18209.853516 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -18209.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17412.455078 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -17412.46 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18293.855469 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -18293.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18830.986328 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -18830.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19117.218750 Penalty: 1989.810181
	Iteration 3F: 3 clusters Score -19117.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19283.082031 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -19283.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19406.585938 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -19406.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19514.013672 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -19514.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19569.373047 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -19569.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19618.070312 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -19618.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19627.080078 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -19627.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19629.728516 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -19629.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19631.173828 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -19631.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19660.675781 Penalty: 1989.810181
	Iteration 12F: 3 clusters Score -19660.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19728.455078 Penalty: 1989.810181
	Iteration 13Q: 3 clusters Score -19728.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19752.917969 Penalty: 1989.810181
	Iteration 14Q: 3 clusters Score -19752.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19789.529297 Penalty: 1989.810181
	Iteration 15Q: 3 clusters Score -19789.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19795.408203 Penalty: 1989.810181
	Iteration 16Q: 3 clusters Score -19795.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19798.509766 Penalty: 1989.810181
	Iteration 17Q: 3 clusters Score -19798.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19798.849609 Penalty: 1989.810181
	Iteration 18F: 3 clusters Score -19798.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19844.556641 Penalty: 1989.810181
	Iteration 19Q: 3 clusters Score -19844.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19844.556641 Penalty: 1989.810181
	Iteration 20F: 3 clusters Score -19844.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Entering Unmasked Estep 
Score: -85921640.000000 Penalty: 78405.640625
Splitting cluster 19 changes total score from -85915184.000000 to -85921640.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -36295.476562 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -36295.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35421.562500 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -35421.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35680.339844 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -35680.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35861.398438 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -35861.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35963.347656 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -35963.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36032.625000 Penalty: 1927.116455
	Iteration 4F: 3 clusters Score -36032.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36077.929688 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -36077.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36090.250000 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -36090.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36158.539062 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -36158.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36258.007812 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -36258.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36350.843750 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -36350.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36414.671875 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -36414.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36454.968750 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -36454.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36590.734375 Penalty: 1927.116455
	Iteration 12Q: 3 clusters Score -36590.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36796.191406 Penalty: 1927.116455
	Iteration 13Q: 3 clusters Score -36796.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36908.277344 Penalty: 1927.116455
	Iteration 14Q: 3 clusters Score -36908.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36978.597656 Penalty: 1927.116455
	Iteration 15Q: 3 clusters Score -36978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36998.476562 Penalty: 1927.116455
	Iteration 16Q: 3 clusters Score -36998.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37040.074219 Penalty: 1927.116455
	Iteration 17Q: 3 clusters Score -37040.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37076.902344 Penalty: 1927.116455
	Iteration 18Q: 3 clusters Score -37076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37085.761719 Penalty: 1927.116455
	Iteration 19Q: 3 clusters Score -37085.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37089.511719 Penalty: 1927.116455
	Iteration 20F: 3 clusters Score -37089.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37120.593750 Penalty: 1927.116455
	Iteration 21Q: 3 clusters Score -37120.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37125.636719 Penalty: 1927.116455
	Iteration 22Q: 3 clusters Score -37125.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37126.019531 Penalty: 1927.116455
	Iteration 23F: 3 clusters Score -37126.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37136.675781 Penalty: 1927.116455
	Iteration 24Q: 3 clusters Score -37136.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37141.292969 Penalty: 1927.116455
	Iteration 25Q: 3 clusters Score -37141.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37145.578125 Penalty: 1927.116455
	Iteration 26Q: 3 clusters Score -37145.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37145.578125 Penalty: 1927.116455
	Iteration 27F: 3 clusters Score -37145.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Entering Unmasked Estep 
Score: -85921272.000000 Penalty: 80583.578125
Splitting cluster 20 changes total score from -85915184.000000 to -85921272.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -42858.851562 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -42858.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42048.210938 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -42048.21 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42411.785156 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -42411.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42548.949219 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -42548.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42612.238281 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -42612.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42631.738281 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -42631.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42669.347656 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -42669.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42684.921875 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -42684.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42692.945312 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -42692.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42696.750000 Penalty: 1989.810181
	Iteration 8F: 3 clusters Score -42696.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42709.394531 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -42709.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42709.394531 Penalty: 1989.810181
	Iteration 10F: 3 clusters Score -42709.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -72783.640625 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -72783.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71878.468750 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -71878.47 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72374.187500 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -72374.19 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72730.968750 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -72730.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73169.578125 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -73169.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73343.210938 Penalty: 2084.906494
	Iteration 4F: 3 clusters Score -73343.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73379.226562 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -73379.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73402.351562 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -73402.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73418.828125 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -73418.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73442.789062 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -73442.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73465.718750 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -73465.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73483.101562 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -73483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73491.570312 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -73491.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73496.500000 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -73496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73498.585938 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -73498.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73498.585938 Penalty: 2084.906494
	Iteration 14F: 3 clusters Score -73498.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Entering Unmasked Estep 
Score: -85920840.000000 Penalty: 82761.507812
Splitting cluster 22 changes total score from -85915184.000000 to -85920840.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (33339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Entering Unmasked Estep 
Score: -4280736.500000 Penalty: 1692.353516
	Iteration 0F: 2 clusters Score -4280736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4258362.500000 Penalty: 3384.707031
	Iteration 0F: 3 clusters Score -4258362 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4267240.000000 Penalty: 3384.707031
	Iteration 1F: 3 clusters Score -4267240 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4268186.000000 Penalty: 3384.707031
	Iteration 2F: 3 clusters Score -4268186 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4269455.000000 Penalty: 3384.707031
	Iteration 3F: 3 clusters Score -4269455 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4271023.500000 Penalty: 3384.707031
	Iteration 4F: 3 clusters Score -4271024 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4272596.500000 Penalty: 3384.707031
	Iteration 5F: 3 clusters Score -4272596 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -4274068.500000 Penalty: 3384.707031
	Iteration 6F: 3 clusters Score -4274068 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4275601.000000 Penalty: 3384.707031
	Iteration 7F: 3 clusters Score -4275601 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4277070.000000 Penalty: 3384.707031
	Iteration 8F: 3 clusters Score -4277070 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4278412.000000 Penalty: 3384.707031
	Iteration 9Q: 3 clusters Score -4278412 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4279475.500000 Penalty: 3384.707031
	Iteration 10Q: 3 clusters Score -4279476 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4280015.000000 Penalty: 3384.707031
	Iteration 11Q: 3 clusters Score -4280015 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4280358.000000 Penalty: 3384.707031
	Iteration 12Q: 3 clusters Score -4280358 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4280566.500000 Penalty: 3384.707031
	Iteration 13Q: 3 clusters Score -4280566 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4280702.500000 Penalty: 3384.707031
	Iteration 14Q: 3 clusters Score -4280702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4280806.000000 Penalty: 3384.707031
	Iteration 15Q: 3 clusters Score -4280806 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4280870.000000 Penalty: 3384.707031
	Iteration 16Q: 3 clusters Score -4280870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4280940.000000 Penalty: 3384.707031
	Iteration 17Q: 3 clusters Score -4280940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4280976.000000 Penalty: 3384.707031
	Iteration 18Q: 3 clusters Score -4280976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4281011.000000 Penalty: 3384.707031
	Iteration 19Q: 3 clusters Score -4281011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4281097.500000 Penalty: 3384.707031
	Iteration 20F: 3 clusters Score -4281098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4281294.000000 Penalty: 3384.707031
	Iteration 21Q: 3 clusters Score -4281294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4281583.000000 Penalty: 3384.707031
	Iteration 22Q: 3 clusters Score -4281583 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4282024.500000 Penalty: 3384.707031
	Iteration 23Q: 3 clusters Score -4282024 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4282367.000000 Penalty: 3384.707031
	Iteration 24Q: 3 clusters Score -4282367 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4282628.000000 Penalty: 3384.707031
	Iteration 25Q: 3 clusters Score -4282628 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -4282813.000000 Penalty: 3384.707031
	Iteration 26Q: 3 clusters Score -4282813 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4282943.000000 Penalty: 3384.707031
	Iteration 27Q: 3 clusters Score -4282943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4283032.000000 Penalty: 3384.707031
	Iteration 28Q: 3 clusters Score -4283032 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4283095.000000 Penalty: 3384.707031
	Iteration 29Q: 3 clusters Score -4283095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4283144.000000 Penalty: 3384.707031
	Iteration 30Q: 3 clusters Score -4283144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4283177.000000 Penalty: 3384.707031
	Iteration 31Q: 3 clusters Score -4283177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4283207.500000 Penalty: 3384.707031
	Iteration 32Q: 3 clusters Score -4283208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4283224.000000 Penalty: 3384.707031
	Iteration 33Q: 3 clusters Score -4283224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4283237.500000 Penalty: 3384.707031
	Iteration 34Q: 3 clusters Score -4283238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4283245.000000 Penalty: 3384.707031
	Iteration 35Q: 3 clusters Score -4283245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4283242.500000 Penalty: 3384.707031
	Iteration 36Q: 3 clusters Score -4283242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4283243.500000 Penalty: 3384.707031
	Iteration 37Q: 3 clusters Score -4283244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4283242.000000 Penalty: 3384.707031
	Iteration 38Q: 3 clusters Score -4283242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4283246.500000 Penalty: 3384.707031
	Iteration 39Q: 3 clusters Score -4283246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4283619.000000 Penalty: 3384.707031
	Iteration 40F: 3 clusters Score -4283619 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4283817.000000 Penalty: 3384.707031
	Iteration 41Q: 3 clusters Score -4283817 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4283987.000000 Penalty: 3384.707031
	Iteration 42Q: 3 clusters Score -4283987 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4284132.500000 Penalty: 3384.707031
	Iteration 43Q: 3 clusters Score -4284132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4284252.000000 Penalty: 3384.707031
	Iteration 44Q: 3 clusters Score -4284252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4284310.500000 Penalty: 3384.707031
	Iteration 45Q: 3 clusters Score -4284310 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4284340.500000 Penalty: 3384.707031
	Iteration 46Q: 3 clusters Score -4284340 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -4284382.500000 Penalty: 3384.707031
	Iteration 47Q: 3 clusters Score -4284382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4284391.500000 Penalty: 3384.707031
	Iteration 48Q: 3 clusters Score -4284392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4284406.000000 Penalty: 3384.707031
	Iteration 49Q: 3 clusters Score -4284406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4284414.500000 Penalty: 3384.707031
	Iteration 50Q: 3 clusters Score -4284414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4284403.000000 Penalty: 3384.707031
	Iteration 51Q: 3 clusters Score -4284403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4284422.500000 Penalty: 3384.707031
	Iteration 52Q: 3 clusters Score -4284422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4284429.000000 Penalty: 3384.707031
	Iteration 53Q: 3 clusters Score -4284429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4284425.000000 Penalty: 3384.707031
	Iteration 54Q: 3 clusters Score -4284425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4284435.000000 Penalty: 3384.707031
	Iteration 55Q: 3 clusters Score -4284435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4284437.500000 Penalty: 3384.707031
	Iteration 56Q: 3 clusters Score -4284438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4284449.000000 Penalty: 3384.707031
	Iteration 57Q: 3 clusters Score -4284449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4284436.500000 Penalty: 3384.707031
	Iteration 58Q: 3 clusters Score -4284436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4284441.500000 Penalty: 3384.707031
	Iteration 59Q: 3 clusters Score -4284442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4284449.000000 Penalty: 3384.707031
	Iteration 60F: 3 clusters Score -4284449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4284446.000000 Penalty: 3384.707031
	Iteration 61Q: 3 clusters Score -4284446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4284447.500000 Penalty: 3384.707031
	Iteration 62Q: 3 clusters Score -4284448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4284454.000000 Penalty: 3384.707031
	Iteration 63Q: 3 clusters Score -4284454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4284460.500000 Penalty: 3384.707031
	Iteration 64Q: 3 clusters Score -4284460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4284459.000000 Penalty: 3384.707031
	Iteration 65Q: 3 clusters Score -4284459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4284462.000000 Penalty: 3384.707031
	Iteration 66Q: 3 clusters Score -4284462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -4284459.500000 Penalty: 3384.707031
	Iteration 67Q: 3 clusters Score -4284460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4284462.500000 Penalty: 3384.707031
	Iteration 68Q: 3 clusters Score -4284462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4284460.000000 Penalty: 3384.707031
	Iteration 69Q: 3 clusters Score -4284460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4284462.500000 Penalty: 3384.707031
	Iteration 70Q: 3 clusters Score -4284462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4284465.500000 Penalty: 3384.707031
	Iteration 71Q: 3 clusters Score -4284466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4284463.000000 Penalty: 3384.707031
	Iteration 72Q: 3 clusters Score -4284463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4284462.500000 Penalty: 3384.707031
	Iteration 73Q: 3 clusters Score -4284462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4284457.500000 Penalty: 3384.707031
	Iteration 74Q: 3 clusters Score -4284458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4284457.000000 Penalty: 3384.707031
	Iteration 75Q: 3 clusters Score -4284457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -4284455.500000 Penalty: 3384.707031
	Iteration 76Q: 3 clusters Score -4284456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4284460.000000 Penalty: 3384.707031
	Iteration 77Q: 3 clusters Score -4284460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4284459.500000 Penalty: 3384.707031
	Iteration 78Q: 3 clusters Score -4284460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4284458.000000 Penalty: 3384.707031
	Iteration 79Q: 3 clusters Score -4284458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4284454.500000 Penalty: 3384.707031
	Iteration 80F: 3 clusters Score -4284454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4284455.000000 Penalty: 3384.707031
	Iteration 81Q: 3 clusters Score -4284455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4284456.000000 Penalty: 3384.707031
	Iteration 82Q: 3 clusters Score -4284456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4284456.000000 Penalty: 3384.707031
	Iteration 83F: 3 clusters Score -4284456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Entering Unmasked Estep 
Score: -85923840.000000 Penalty: 84939.445312
Splitting cluster 23 changes total score from -85915184.000000 to -85923840.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -64845.335938 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -64845.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63732.218750 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -63732.22 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -64644.664062 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -64644.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65263.957031 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -65263.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65642.148438 Penalty: 2172.092285
	Iteration 3F: 3 clusters Score -65642.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65870.328125 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -65870.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65926.445312 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -65926.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65977.343750 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -65977.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66013.625000 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -66013.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66034.914062 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -66034.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66069.437500 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -66069.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66104.117188 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -66104.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66132.992188 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -66132.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66154.640625 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -66154.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66163.562500 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -66163.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66168.507812 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -66168.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66172.906250 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -66172.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66174.648438 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -66174.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66174.648438 Penalty: 2172.092285
	Iteration 17F: 3 clusters Score -66174.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Mstep: Class 40 contains 369 members 
Entering Unmasked Estep 
Score: -85924080.000000 Penalty: 87117.382812
Splitting cluster 24 changes total score from -85915184.000000 to -85924080.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (70004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Entering Unmasked Estep 
Score: -9320399.000000 Penalty: 1812.899902
	Iteration 0F: 2 clusters Score -9320399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -9278290.000000 Penalty: 3625.799805
	Iteration 0F: 3 clusters Score -9278290 nChanged 33121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -9297030.000000 Penalty: 3625.799805
	Iteration 1F: 3 clusters Score -9297030 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -9297523.000000 Penalty: 3625.799805
	Iteration 2Q: 3 clusters Score -9297523 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -9298145.000000 Penalty: 3625.799805
	Iteration 3Q: 3 clusters Score -9298145 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -9299097.000000 Penalty: 3625.799805
	Iteration 4Q: 3 clusters Score -9299097 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -9300560.000000 Penalty: 3625.799805
	Iteration 5Q: 3 clusters Score -9300560 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -9302726.000000 Penalty: 3625.799805
	Iteration 6Q: 3 clusters Score -9302726 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -9305707.000000 Penalty: 3625.799805
	Iteration 7F: 3 clusters Score -9305707 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -9309182.000000 Penalty: 3625.799805
	Iteration 8F: 3 clusters Score -9309182 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -9312164.000000 Penalty: 3625.799805
	Iteration 9F: 3 clusters Score -9312164 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -9314233.000000 Penalty: 3625.799805
	Iteration 10F: 3 clusters Score -9314233 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -9315476.000000 Penalty: 3625.799805
	Iteration 11Q: 3 clusters Score -9315476 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -9316052.000000 Penalty: 3625.799805
	Iteration 12Q: 3 clusters Score -9316052 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -9316385.000000 Penalty: 3625.799805
	Iteration 13Q: 3 clusters Score -9316385 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -9316560.000000 Penalty: 3625.799805
	Iteration 14Q: 3 clusters Score -9316560 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -9316664.000000 Penalty: 3625.799805
	Iteration 15Q: 3 clusters Score -9316664 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -9316658.000000 Penalty: 3625.799805
	Iteration 16Q: 3 clusters Score -9316658 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -9316718.000000 Penalty: 3625.799805
	Iteration 17Q: 3 clusters Score -9316718 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -9316750.000000 Penalty: 3625.799805
	Iteration 18Q: 3 clusters Score -9316750 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -9316793.000000 Penalty: 3625.799805
	Iteration 19Q: 3 clusters Score -9316793 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -9316844.000000 Penalty: 3625.799805
	Iteration 20F: 3 clusters Score -9316844 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -9316913.000000 Penalty: 3625.799805
	Iteration 21Q: 3 clusters Score -9316913 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -9316987.000000 Penalty: 3625.799805
	Iteration 22Q: 3 clusters Score -9316987 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -9317018.000000 Penalty: 3625.799805
	Iteration 23Q: 3 clusters Score -9317018 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -9317100.000000 Penalty: 3625.799805
	Iteration 24Q: 3 clusters Score -9317100 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -9317215.000000 Penalty: 3625.799805
	Iteration 25Q: 3 clusters Score -9317215 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -9317325.000000 Penalty: 3625.799805
	Iteration 26Q: 3 clusters Score -9317325 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -9317380.000000 Penalty: 3625.799805
	Iteration 27Q: 3 clusters Score -9317380 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -9317488.000000 Penalty: 3625.799805
	Iteration 28Q: 3 clusters Score -9317488 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -9317550.000000 Penalty: 3625.799805
	Iteration 29Q: 3 clusters Score -9317550 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -9317612.000000 Penalty: 3625.799805
	Iteration 30Q: 3 clusters Score -9317612 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9317689.000000 Penalty: 3625.799805
	Iteration 31Q: 3 clusters Score -9317689 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -9317797.000000 Penalty: 3625.799805
	Iteration 32Q: 3 clusters Score -9317797 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -9317878.000000 Penalty: 3625.799805
	Iteration 33Q: 3 clusters Score -9317878 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -9317912.000000 Penalty: 3625.799805
	Iteration 34Q: 3 clusters Score -9317912 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -9317991.000000 Penalty: 3625.799805
	Iteration 35Q: 3 clusters Score -9317991 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9318077.000000 Penalty: 3625.799805
	Iteration 36Q: 3 clusters Score -9318077 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -9318129.000000 Penalty: 3625.799805
	Iteration 37Q: 3 clusters Score -9318129 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -9318149.000000 Penalty: 3625.799805
	Iteration 38Q: 3 clusters Score -9318149 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9318188.000000 Penalty: 3625.799805
	Iteration 39Q: 3 clusters Score -9318188 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -9318232.000000 Penalty: 3625.799805
	Iteration 40F: 3 clusters Score -9318232 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9318250.000000 Penalty: 3625.799805
	Iteration 41Q: 3 clusters Score -9318250 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -9318248.000000 Penalty: 3625.799805
	Iteration 42Q: 3 clusters Score -9318248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -9318259.000000 Penalty: 3625.799805
	Iteration 43Q: 3 clusters Score -9318259 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9318303.000000 Penalty: 3625.799805
	Iteration 44Q: 3 clusters Score -9318303 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9318345.000000 Penalty: 3625.799805
	Iteration 45Q: 3 clusters Score -9318345 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9318388.000000 Penalty: 3625.799805
	Iteration 46Q: 3 clusters Score -9318388 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9318392.000000 Penalty: 3625.799805
	Iteration 47Q: 3 clusters Score -9318392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -9318401.000000 Penalty: 3625.799805
	Iteration 48Q: 3 clusters Score -9318401 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -9318431.000000 Penalty: 3625.799805
	Iteration 49Q: 3 clusters Score -9318431 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -9318414.000000 Penalty: 3625.799805
	Iteration 50Q: 3 clusters Score -9318414 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9318424.000000 Penalty: 3625.799805
	Iteration 51Q: 3 clusters Score -9318424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -9318445.000000 Penalty: 3625.799805
	Iteration 52Q: 3 clusters Score -9318445 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -9318465.000000 Penalty: 3625.799805
	Iteration 53Q: 3 clusters Score -9318465 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -9318483.000000 Penalty: 3625.799805
	Iteration 54Q: 3 clusters Score -9318483 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9318510.000000 Penalty: 3625.799805
	Iteration 55Q: 3 clusters Score -9318510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -9318522.000000 Penalty: 3625.799805
	Iteration 56Q: 3 clusters Score -9318522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -9318529.000000 Penalty: 3625.799805
	Iteration 57Q: 3 clusters Score -9318529 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -9318553.000000 Penalty: 3625.799805
	Iteration 58Q: 3 clusters Score -9318553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9318569.000000 Penalty: 3625.799805
	Iteration 59Q: 3 clusters Score -9318569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -9318593.000000 Penalty: 3625.799805
	Iteration 60F: 3 clusters Score -9318593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -9318581.000000 Penalty: 3625.799805
	Iteration 61Q: 3 clusters Score -9318581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -9318585.000000 Penalty: 3625.799805
	Iteration 62Q: 3 clusters Score -9318585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -9318592.000000 Penalty: 3625.799805
	Iteration 63Q: 3 clusters Score -9318592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -9318601.000000 Penalty: 3625.799805
	Iteration 64Q: 3 clusters Score -9318601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -9318611.000000 Penalty: 3625.799805
	Iteration 65Q: 3 clusters Score -9318611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -9318615.000000 Penalty: 3625.799805
	Iteration 66Q: 3 clusters Score -9318615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -9318597.000000 Penalty: 3625.799805
	Iteration 67Q: 3 clusters Score -9318597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -9318607.000000 Penalty: 3625.799805
	Iteration 68Q: 3 clusters Score -9318607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -9318609.000000 Penalty: 3625.799805
	Iteration 69Q: 3 clusters Score -9318609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9318605.000000 Penalty: 3625.799805
	Iteration 70Q: 3 clusters Score -9318605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -9318604.000000 Penalty: 3625.799805
	Iteration 71Q: 3 clusters Score -9318604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -9318607.000000 Penalty: 3625.799805
	Iteration 72Q: 3 clusters Score -9318607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -9318601.000000 Penalty: 3625.799805
	Iteration 73Q: 3 clusters Score -9318601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -9318589.000000 Penalty: 3625.799805
	Iteration 74Q: 3 clusters Score -9318589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -9318603.000000 Penalty: 3625.799805
	Iteration 75Q: 3 clusters Score -9318603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9318606.000000 Penalty: 3625.799805
	Iteration 76Q: 3 clusters Score -9318606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -9318605.000000 Penalty: 3625.799805
	Iteration 77Q: 3 clusters Score -9318605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -9318612.000000 Penalty: 3625.799805
	Iteration 78Q: 3 clusters Score -9318612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -9318617.000000 Penalty: 3625.799805
	Iteration 79Q: 3 clusters Score -9318617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9318612.000000 Penalty: 3625.799805
	Iteration 80F: 3 clusters Score -9318612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -9318612.000000 Penalty: 3625.799805
	Iteration 81Q: 3 clusters Score -9318612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -9318622.000000 Penalty: 3625.799805
	Iteration 82Q: 3 clusters Score -9318622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9318623.000000 Penalty: 3625.799805
	Iteration 83Q: 3 clusters Score -9318623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -9318640.000000 Penalty: 3625.799805
	Iteration 84Q: 3 clusters Score -9318640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -9318629.000000 Penalty: 3625.799805
	Iteration 85Q: 3 clusters Score -9318629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -9318634.000000 Penalty: 3625.799805
	Iteration 86Q: 3 clusters Score -9318634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -9318625.000000 Penalty: 3625.799805
	Iteration 87Q: 3 clusters Score -9318625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -9318626.000000 Penalty: 3625.799805
	Iteration 88Q: 3 clusters Score -9318626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -9318624.000000 Penalty: 3625.799805
	Iteration 89Q: 3 clusters Score -9318624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9318629.000000 Penalty: 3625.799805
	Iteration 90Q: 3 clusters Score -9318629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9318633.000000 Penalty: 3625.799805
	Iteration 91Q: 3 clusters Score -9318633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9318624.000000 Penalty: 3625.799805
	Iteration 92Q: 3 clusters Score -9318624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9318624.000000 Penalty: 3625.799805
	Iteration 93Q: 3 clusters Score -9318624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9318620.000000 Penalty: 3625.799805
	Iteration 94Q: 3 clusters Score -9318620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9318629.000000 Penalty: 3625.799805
	Iteration 95Q: 3 clusters Score -9318629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9318622.000000 Penalty: 3625.799805
	Iteration 96Q: 3 clusters Score -9318622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9318622.000000 Penalty: 3625.799805
	Iteration 97F: 3 clusters Score -9318622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -113105.265625 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -113105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111721.476562 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -111721.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112023.859375 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -112023.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112195.867188 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -112195.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -112297.757812 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -112297.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -112369.601562 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -112369.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112437.539062 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -112437.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112504.320312 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -112504.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112543.570312 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -112543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112565.882812 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -112565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112589.898438 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -112589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112627.796875 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -112627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -112656.875000 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -112656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112675.640625 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -112675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -112680.085938 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -112680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112680.570312 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -112680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112680.570312 Penalty: 2230.396240
	Iteration 15F: 3 clusters Score -112680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -74332.015625 Penalty: 1054.495850
	Iteration 0F: 2 clusters Score -74332.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73185.406250 Penalty: 2108.991699
	Iteration 0F: 3 clusters Score -73185.41 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73472.921875 Penalty: 2108.991699
	Iteration 1F: 3 clusters Score -73472.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73595.273438 Penalty: 2108.991699
	Iteration 2F: 3 clusters Score -73595.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73702.953125 Penalty: 2108.991699
	Iteration 3F: 3 clusters Score -73702.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73783.687500 Penalty: 2108.991699
	Iteration 4Q: 3 clusters Score -73783.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73836.906250 Penalty: 2108.991699
	Iteration 5Q: 3 clusters Score -73836.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73859.890625 Penalty: 2108.991699
	Iteration 6Q: 3 clusters Score -73859.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73875.351562 Penalty: 2108.991699
	Iteration 7Q: 3 clusters Score -73875.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73889.890625 Penalty: 2108.991699
	Iteration 8Q: 3 clusters Score -73889.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73894.289062 Penalty: 2108.991699
	Iteration 9Q: 3 clusters Score -73894.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73894.859375 Penalty: 2108.991699
	Iteration 10Q: 3 clusters Score -73894.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73895.343750 Penalty: 2108.991699
	Iteration 11Q: 3 clusters Score -73895.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73895.343750 Penalty: 2108.991699
	Iteration 12F: 3 clusters Score -73895.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Entering Unmasked Estep 
Score: -2258887.500000 Penalty: 1594.214355
	Iteration 0F: 2 clusters Score -2258888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2246319.750000 Penalty: 3188.428711
	Iteration 0F: 3 clusters Score -2246320 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2251009.500000 Penalty: 3188.428711
	Iteration 1F: 3 clusters Score -2251010 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2251523.750000 Penalty: 3188.428711
	Iteration 2F: 3 clusters Score -2251524 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2252033.250000 Penalty: 3188.428711
	Iteration 3F: 3 clusters Score -2252033 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2252607.000000 Penalty: 3188.428711
	Iteration 4F: 3 clusters Score -2252607 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2253202.500000 Penalty: 3188.428711
	Iteration 5F: 3 clusters Score -2253202 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2253810.250000 Penalty: 3188.428711
	Iteration 6F: 3 clusters Score -2253810 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2254447.750000 Penalty: 3188.428711
	Iteration 7F: 3 clusters Score -2254448 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2255085.250000 Penalty: 3188.428711
	Iteration 8F: 3 clusters Score -2255085 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2255689.750000 Penalty: 3188.428711
	Iteration 9Q: 3 clusters Score -2255690 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2256231.250000 Penalty: 3188.428711
	Iteration 10Q: 3 clusters Score -2256231 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2256688.750000 Penalty: 3188.428711
	Iteration 11Q: 3 clusters Score -2256689 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2256946.750000 Penalty: 3188.428711
	Iteration 12Q: 3 clusters Score -2256947 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2257135.250000 Penalty: 3188.428711
	Iteration 13Q: 3 clusters Score -2257135 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2257262.500000 Penalty: 3188.428711
	Iteration 14Q: 3 clusters Score -2257262 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2257339.750000 Penalty: 3188.428711
	Iteration 15Q: 3 clusters Score -2257340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2257420.000000 Penalty: 3188.428711
	Iteration 16Q: 3 clusters Score -2257420 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2257494.000000 Penalty: 3188.428711
	Iteration 17Q: 3 clusters Score -2257494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2257545.250000 Penalty: 3188.428711
	Iteration 18Q: 3 clusters Score -2257545 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2257618.000000 Penalty: 3188.428711
	Iteration 19Q: 3 clusters Score -2257618 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2257677.250000 Penalty: 3188.428711
	Iteration 20F: 3 clusters Score -2257677 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2257729.500000 Penalty: 3188.428711
	Iteration 21Q: 3 clusters Score -2257730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2257783.500000 Penalty: 3188.428711
	Iteration 22Q: 3 clusters Score -2257784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2257825.500000 Penalty: 3188.428711
	Iteration 23Q: 3 clusters Score -2257826 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2257899.500000 Penalty: 3188.428711
	Iteration 24Q: 3 clusters Score -2257900 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2257984.250000 Penalty: 3188.428711
	Iteration 25Q: 3 clusters Score -2257984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2258072.250000 Penalty: 3188.428711
	Iteration 26Q: 3 clusters Score -2258072 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2258170.500000 Penalty: 3188.428711
	Iteration 27Q: 3 clusters Score -2258170 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2258267.000000 Penalty: 3188.428711
	Iteration 28Q: 3 clusters Score -2258267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2258334.000000 Penalty: 3188.428711
	Iteration 29Q: 3 clusters Score -2258334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2258419.000000 Penalty: 3188.428711
	Iteration 30Q: 3 clusters Score -2258419 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2258512.500000 Penalty: 3188.428711
	Iteration 31Q: 3 clusters Score -2258512 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2258591.500000 Penalty: 3188.428711
	Iteration 32Q: 3 clusters Score -2258592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2258659.000000 Penalty: 3188.428711
	Iteration 33Q: 3 clusters Score -2258659 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2258710.750000 Penalty: 3188.428711
	Iteration 34Q: 3 clusters Score -2258711 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2258761.000000 Penalty: 3188.428711
	Iteration 35Q: 3 clusters Score -2258761 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2258809.000000 Penalty: 3188.428711
	Iteration 36Q: 3 clusters Score -2258809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2258851.000000 Penalty: 3188.428711
	Iteration 37Q: 3 clusters Score -2258851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2258883.500000 Penalty: 3188.428711
	Iteration 38Q: 3 clusters Score -2258884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2258903.000000 Penalty: 3188.428711
	Iteration 39Q: 3 clusters Score -2258903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2258927.250000 Penalty: 3188.428711
	Iteration 40F: 3 clusters Score -2258927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2258949.000000 Penalty: 3188.428711
	Iteration 41Q: 3 clusters Score -2258949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2258972.500000 Penalty: 3188.428711
	Iteration 42Q: 3 clusters Score -2258972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2258986.500000 Penalty: 3188.428711
	Iteration 43Q: 3 clusters Score -2258986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2259013.000000 Penalty: 3188.428711
	Iteration 44Q: 3 clusters Score -2259013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2259034.000000 Penalty: 3188.428711
	Iteration 45Q: 3 clusters Score -2259034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2259050.750000 Penalty: 3188.428711
	Iteration 46Q: 3 clusters Score -2259051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2259066.000000 Penalty: 3188.428711
	Iteration 47Q: 3 clusters Score -2259066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2259079.250000 Penalty: 3188.428711
	Iteration 48Q: 3 clusters Score -2259079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2259096.750000 Penalty: 3188.428711
	Iteration 49Q: 3 clusters Score -2259097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2259109.000000 Penalty: 3188.428711
	Iteration 50Q: 3 clusters Score -2259109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2259110.000000 Penalty: 3188.428711
	Iteration 51Q: 3 clusters Score -2259110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2259116.750000 Penalty: 3188.428711
	Iteration 52Q: 3 clusters Score -2259117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2259120.750000 Penalty: 3188.428711
	Iteration 53Q: 3 clusters Score -2259121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2259120.000000 Penalty: 3188.428711
	Iteration 54Q: 3 clusters Score -2259120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2259122.250000 Penalty: 3188.428711
	Iteration 55Q: 3 clusters Score -2259122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2259122.500000 Penalty: 3188.428711
	Iteration 56Q: 3 clusters Score -2259122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2259118.500000 Penalty: 3188.428711
	Iteration 57Q: 3 clusters Score -2259118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2259123.250000 Penalty: 3188.428711
	Iteration 58Q: 3 clusters Score -2259123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2259119.500000 Penalty: 3188.428711
	Iteration 59Q: 3 clusters Score -2259120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2259124.750000 Penalty: 3188.428711
	Iteration 60F: 3 clusters Score -2259125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2259124.250000 Penalty: 3188.428711
	Iteration 61Q: 3 clusters Score -2259124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2259125.750000 Penalty: 3188.428711
	Iteration 62Q: 3 clusters Score -2259126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2259127.500000 Penalty: 3188.428711
	Iteration 63Q: 3 clusters Score -2259128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2259129.500000 Penalty: 3188.428711
	Iteration 64Q: 3 clusters Score -2259130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2259131.000000 Penalty: 3188.428711
	Iteration 65Q: 3 clusters Score -2259131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2259129.750000 Penalty: 3188.428711
	Iteration 66Q: 3 clusters Score -2259130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2259130.500000 Penalty: 3188.428711
	Iteration 67Q: 3 clusters Score -2259130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2259130.750000 Penalty: 3188.428711
	Iteration 68Q: 3 clusters Score -2259131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2259130.750000 Penalty: 3188.428711
	Iteration 69F: 3 clusters Score -2259131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 13841 members 
Entering Unmasked Estep 
Score: -85923984.000000 Penalty: 89295.312500
Splitting cluster 28 changes total score from -85915184.000000 to -85923984.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -70553.734375 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -70553.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69418.828125 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -69418.83 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69656.867188 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -69656.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69757.640625 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -69757.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69841.296875 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -69841.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69906.117188 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -69906.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69962.531250 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -69962.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70043.226562 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -70043.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70221.468750 Penalty: 2076.282471
	Iteration 7F: 3 clusters Score -70221.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70496.328125 Penalty: 2076.282471
	Iteration 8F: 3 clusters Score -70496.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70732.351562 Penalty: 2076.282471
	Iteration 9F: 3 clusters Score -70732.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70921.617188 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -70921.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71053.195312 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -71053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71103.179688 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -71103.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71124.156250 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -71124.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71155.296875 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -71155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71164.343750 Penalty: 2076.282471
	Iteration 15Q: 3 clusters Score -71164.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71175.601562 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -71175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71178.265625 Penalty: 2076.282471
	Iteration 17Q: 3 clusters Score -71178.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71180.187500 Penalty: 2076.282471
	Iteration 18Q: 3 clusters Score -71180.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71183.109375 Penalty: 2076.282471
	Iteration 19Q: 3 clusters Score -71183.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71183.109375 Penalty: 2076.282471
	Iteration 20F: 3 clusters Score -71183.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 13841 members 
Mstep: Class 42 contains 302 members 
Entering Unmasked Estep 
Score: -85923384.000000 Penalty: 91473.250000
Splitting cluster 29 changes total score from -85915184.000000 to -85923384.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (16805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Entering Unmasked Estep 
Score: -2724267.250000 Penalty: 1581.032715
	Iteration 0F: 2 clusters Score -2724267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2712731.000000 Penalty: 3162.065430
	Iteration 0F: 3 clusters Score -2712731 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2716855.500000 Penalty: 3162.065430
	Iteration 1F: 3 clusters Score -2716856 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2717248.250000 Penalty: 3162.065430
	Iteration 2F: 3 clusters Score -2717248 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2717657.500000 Penalty: 3162.065430
	Iteration 3F: 3 clusters Score -2717658 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2718047.000000 Penalty: 3162.065430
	Iteration 4F: 3 clusters Score -2718047 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2718463.750000 Penalty: 3162.065430
	Iteration 5F: 3 clusters Score -2718464 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2718980.000000 Penalty: 3162.065430
	Iteration 6F: 3 clusters Score -2718980 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2719555.000000 Penalty: 3162.065430
	Iteration 7F: 3 clusters Score -2719555 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2720211.000000 Penalty: 3162.065430
	Iteration 8F: 3 clusters Score -2720211 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2720911.750000 Penalty: 3162.065430
	Iteration 9F: 3 clusters Score -2720912 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2721401.500000 Penalty: 3162.065430
	Iteration 10Q: 3 clusters Score -2721402 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2721719.500000 Penalty: 3162.065430
	Iteration 11Q: 3 clusters Score -2721720 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2721934.250000 Penalty: 3162.065430
	Iteration 12Q: 3 clusters Score -2721934 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2722061.750000 Penalty: 3162.065430
	Iteration 13Q: 3 clusters Score -2722062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2722165.000000 Penalty: 3162.065430
	Iteration 14Q: 3 clusters Score -2722165 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2722266.500000 Penalty: 3162.065430
	Iteration 15Q: 3 clusters Score -2722266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2722367.500000 Penalty: 3162.065430
	Iteration 16Q: 3 clusters Score -2722368 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2722483.750000 Penalty: 3162.065430
	Iteration 17Q: 3 clusters Score -2722484 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2722593.750000 Penalty: 3162.065430
	Iteration 18Q: 3 clusters Score -2722594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2722677.500000 Penalty: 3162.065430
	Iteration 19Q: 3 clusters Score -2722678 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2722757.250000 Penalty: 3162.065430
	Iteration 20F: 3 clusters Score -2722757 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2722825.000000 Penalty: 3162.065430
	Iteration 21Q: 3 clusters Score -2722825 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2722887.000000 Penalty: 3162.065430
	Iteration 22Q: 3 clusters Score -2722887 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2722935.750000 Penalty: 3162.065430
	Iteration 23Q: 3 clusters Score -2722936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2722978.500000 Penalty: 3162.065430
	Iteration 24Q: 3 clusters Score -2722978 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2722996.750000 Penalty: 3162.065430
	Iteration 25Q: 3 clusters Score -2722997 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2723026.750000 Penalty: 3162.065430
	Iteration 26Q: 3 clusters Score -2723027 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2723057.750000 Penalty: 3162.065430
	Iteration 27Q: 3 clusters Score -2723058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2723088.250000 Penalty: 3162.065430
	Iteration 28Q: 3 clusters Score -2723088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2723114.750000 Penalty: 3162.065430
	Iteration 29Q: 3 clusters Score -2723115 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2723143.750000 Penalty: 3162.065430
	Iteration 30Q: 3 clusters Score -2723144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2723158.000000 Penalty: 3162.065430
	Iteration 31Q: 3 clusters Score -2723158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2723183.750000 Penalty: 3162.065430
	Iteration 32Q: 3 clusters Score -2723184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2723199.250000 Penalty: 3162.065430
	Iteration 33Q: 3 clusters Score -2723199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2723227.750000 Penalty: 3162.065430
	Iteration 34Q: 3 clusters Score -2723228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2723241.000000 Penalty: 3162.065430
	Iteration 35Q: 3 clusters Score -2723241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2723265.500000 Penalty: 3162.065430
	Iteration 36Q: 3 clusters Score -2723266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2723263.250000 Penalty: 3162.065430
	Iteration 37Q: 3 clusters Score -2723263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2723274.250000 Penalty: 3162.065430
	Iteration 38Q: 3 clusters Score -2723274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2723288.750000 Penalty: 3162.065430
	Iteration 39Q: 3 clusters Score -2723289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2723300.750000 Penalty: 3162.065430
	Iteration 40F: 3 clusters Score -2723301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2723310.000000 Penalty: 3162.065430
	Iteration 41Q: 3 clusters Score -2723310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2723318.000000 Penalty: 3162.065430
	Iteration 42Q: 3 clusters Score -2723318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2723333.000000 Penalty: 3162.065430
	Iteration 43Q: 3 clusters Score -2723333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2723334.500000 Penalty: 3162.065430
	Iteration 44Q: 3 clusters Score -2723334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2723353.500000 Penalty: 3162.065430
	Iteration 45Q: 3 clusters Score -2723354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2723360.000000 Penalty: 3162.065430
	Iteration 46Q: 3 clusters Score -2723360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2723373.000000 Penalty: 3162.065430
	Iteration 47Q: 3 clusters Score -2723373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2723370.250000 Penalty: 3162.065430
	Iteration 48Q: 3 clusters Score -2723370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2723373.250000 Penalty: 3162.065430
	Iteration 49Q: 3 clusters Score -2723373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2723397.750000 Penalty: 3162.065430
	Iteration 50Q: 3 clusters Score -2723398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2723393.000000 Penalty: 3162.065430
	Iteration 51Q: 3 clusters Score -2723393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2723400.000000 Penalty: 3162.065430
	Iteration 52Q: 3 clusters Score -2723400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2723405.750000 Penalty: 3162.065430
	Iteration 53Q: 3 clusters Score -2723406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2723406.750000 Penalty: 3162.065430
	Iteration 54Q: 3 clusters Score -2723407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2723415.250000 Penalty: 3162.065430
	Iteration 55Q: 3 clusters Score -2723415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2723425.750000 Penalty: 3162.065430
	Iteration 56Q: 3 clusters Score -2723426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2723423.000000 Penalty: 3162.065430
	Iteration 57Q: 3 clusters Score -2723423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2723423.250000 Penalty: 3162.065430
	Iteration 58Q: 3 clusters Score -2723423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2723423.750000 Penalty: 3162.065430
	Iteration 59Q: 3 clusters Score -2723424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2723433.250000 Penalty: 3162.065430
	Iteration 60F: 3 clusters Score -2723433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2723434.250000 Penalty: 3162.065430
	Iteration 61Q: 3 clusters Score -2723434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2723437.000000 Penalty: 3162.065430
	Iteration 62Q: 3 clusters Score -2723437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2723441.750000 Penalty: 3162.065430
	Iteration 63Q: 3 clusters Score -2723442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2723447.250000 Penalty: 3162.065430
	Iteration 64Q: 3 clusters Score -2723447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2723443.000000 Penalty: 3162.065430
	Iteration 65Q: 3 clusters Score -2723443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2723447.000000 Penalty: 3162.065430
	Iteration 66Q: 3 clusters Score -2723447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2723448.250000 Penalty: 3162.065430
	Iteration 67Q: 3 clusters Score -2723448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2723452.500000 Penalty: 3162.065430
	Iteration 68Q: 3 clusters Score -2723452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2723444.250000 Penalty: 3162.065430
	Iteration 69Q: 3 clusters Score -2723444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2723451.250000 Penalty: 3162.065430
	Iteration 70Q: 3 clusters Score -2723451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2723456.750000 Penalty: 3162.065430
	Iteration 71Q: 3 clusters Score -2723457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2723455.250000 Penalty: 3162.065430
	Iteration 72Q: 3 clusters Score -2723455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2723459.500000 Penalty: 3162.065430
	Iteration 73Q: 3 clusters Score -2723460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2723455.000000 Penalty: 3162.065430
	Iteration 74Q: 3 clusters Score -2723455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2723463.750000 Penalty: 3162.065430
	Iteration 75Q: 3 clusters Score -2723464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2723462.750000 Penalty: 3162.065430
	Iteration 76Q: 3 clusters Score -2723463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2723467.250000 Penalty: 3162.065430
	Iteration 77Q: 3 clusters Score -2723467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2723466.250000 Penalty: 3162.065430
	Iteration 78Q: 3 clusters Score -2723466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2723467.000000 Penalty: 3162.065430
	Iteration 79Q: 3 clusters Score -2723467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2723465.000000 Penalty: 3162.065430
	Iteration 80F: 3 clusters Score -2723465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2723467.500000 Penalty: 3162.065430
	Iteration 81Q: 3 clusters Score -2723468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2723471.250000 Penalty: 3162.065430
	Iteration 82Q: 3 clusters Score -2723471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2723467.250000 Penalty: 3162.065430
	Iteration 83Q: 3 clusters Score -2723467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2723475.000000 Penalty: 3162.065430
	Iteration 84Q: 3 clusters Score -2723475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2723471.500000 Penalty: 3162.065430
	Iteration 85Q: 3 clusters Score -2723472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2723475.000000 Penalty: 3162.065430
	Iteration 86Q: 3 clusters Score -2723475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2723476.000000 Penalty: 3162.065430
	Iteration 87Q: 3 clusters Score -2723476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2723472.500000 Penalty: 3162.065430
	Iteration 88Q: 3 clusters Score -2723472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2723476.250000 Penalty: 3162.065430
	Iteration 89Q: 3 clusters Score -2723476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2723481.000000 Penalty: 3162.065430
	Iteration 90Q: 3 clusters Score -2723481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2723475.000000 Penalty: 3162.065430
	Iteration 91Q: 3 clusters Score -2723475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2723479.000000 Penalty: 3162.065430
	Iteration 92Q: 3 clusters Score -2723479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2723474.500000 Penalty: 3162.065430
	Iteration 93Q: 3 clusters Score -2723474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2723476.500000 Penalty: 3162.065430
	Iteration 94Q: 3 clusters Score -2723476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2723478.250000 Penalty: 3162.065430
	Iteration 95Q: 3 clusters Score -2723478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2723480.750000 Penalty: 3162.065430
	Iteration 96Q: 3 clusters Score -2723481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2723476.500000 Penalty: 3162.065430
	Iteration 97Q: 3 clusters Score -2723476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2723473.750000 Penalty: 3162.065430
	Iteration 98Q: 3 clusters Score -2723474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2723476.750000 Penalty: 3162.065430
	Iteration 99Q: 3 clusters Score -2723477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2723476.000000 Penalty: 3162.065430
	Iteration 100F: 3 clusters Score -2723476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2723481.500000 Penalty: 3162.065430
	Iteration 101Q: 3 clusters Score -2723482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2723477.000000 Penalty: 3162.065430
	Iteration 102Q: 3 clusters Score -2723477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2723475.750000 Penalty: 3162.065430
	Iteration 103Q: 3 clusters Score -2723476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2723480.250000 Penalty: 3162.065430
	Iteration 104Q: 3 clusters Score -2723480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2723479.000000 Penalty: 3162.065430
	Iteration 105Q: 3 clusters Score -2723479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2723478.750000 Penalty: 3162.065430
	Iteration 106Q: 3 clusters Score -2723479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2723480.250000 Penalty: 3162.065430
	Iteration 107Q: 3 clusters Score -2723480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2723477.250000 Penalty: 3162.065430
	Iteration 108Q: 3 clusters Score -2723477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2723478.750000 Penalty: 3162.065430
	Iteration 109Q: 3 clusters Score -2723479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2723485.250000 Penalty: 3162.065430
	Iteration 110Q: 3 clusters Score -2723485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2723488.750000 Penalty: 3162.065430
	Iteration 111Q: 3 clusters Score -2723489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2723489.250000 Penalty: 3162.065430
	Iteration 112Q: 3 clusters Score -2723489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2723491.750000 Penalty: 3162.065430
	Iteration 113Q: 3 clusters Score -2723492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2723495.000000 Penalty: 3162.065430
	Iteration 114Q: 3 clusters Score -2723495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2723493.750000 Penalty: 3162.065430
	Iteration 115Q: 3 clusters Score -2723494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2723494.250000 Penalty: 3162.065430
	Iteration 116Q: 3 clusters Score -2723494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2723496.500000 Penalty: 3162.065430
	Iteration 117Q: 3 clusters Score -2723496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2723497.500000 Penalty: 3162.065430
	Iteration 118Q: 3 clusters Score -2723498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2723502.250000 Penalty: 3162.065430
	Iteration 119Q: 3 clusters Score -2723502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2723503.000000 Penalty: 3162.065430
	Iteration 120F: 3 clusters Score -2723503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2723505.000000 Penalty: 3162.065430
	Iteration 121Q: 3 clusters Score -2723505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2723499.500000 Penalty: 3162.065430
	Iteration 122Q: 3 clusters Score -2723500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2723499.000000 Penalty: 3162.065430
	Iteration 123Q: 3 clusters Score -2723499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2723502.250000 Penalty: 3162.065430
	Iteration 124Q: 3 clusters Score -2723502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2723497.500000 Penalty: 3162.065430
	Iteration 125Q: 3 clusters Score -2723498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2723500.250000 Penalty: 3162.065430
	Iteration 126Q: 3 clusters Score -2723500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2723502.250000 Penalty: 3162.065430
	Iteration 127Q: 3 clusters Score -2723502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2723506.750000 Penalty: 3162.065430
	Iteration 128Q: 3 clusters Score -2723507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2723509.000000 Penalty: 3162.065430
	Iteration 129Q: 3 clusters Score -2723509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2723507.250000 Penalty: 3162.065430
	Iteration 130Q: 3 clusters Score -2723507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2723505.250000 Penalty: 3162.065430
	Iteration 131Q: 3 clusters Score -2723505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2723513.250000 Penalty: 3162.065430
	Iteration 132Q: 3 clusters Score -2723513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2723508.000000 Penalty: 3162.065430
	Iteration 133Q: 3 clusters Score -2723508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2723508.000000 Penalty: 3162.065430
	Iteration 134F: 3 clusters Score -2723508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Entering Unmasked Estep 
Score: -10290830.000000 Penalty: 1829.482910
	Iteration 0F: 2 clusters Score -1.029083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -10245241.000000 Penalty: 3658.965820
	Iteration 0F: 3 clusters Score -1.024524e+07 nChanged 36949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -10266625.000000 Penalty: 3658.965820
	Iteration 1F: 3 clusters Score -1.026662e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10267544.000000 Penalty: 3658.965820
	Iteration 2Q: 3 clusters Score -1.026754e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -10269001.000000 Penalty: 3658.965820
	Iteration 3Q: 3 clusters Score -1.0269e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -10271114.000000 Penalty: 3658.965820
	Iteration 4F: 3 clusters Score -1.027111e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -10274368.000000 Penalty: 3658.965820
	Iteration 5F: 3 clusters Score -1.027437e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -10278617.000000 Penalty: 3658.965820
	Iteration 6F: 3 clusters Score -1.027862e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -10282925.000000 Penalty: 3658.965820
	Iteration 7F: 3 clusters Score -1.028292e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -10285969.000000 Penalty: 3658.965820
	Iteration 8F: 3 clusters Score -1.028597e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -10287631.000000 Penalty: 3658.965820
	Iteration 9Q: 3 clusters Score -1.028763e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -10288386.000000 Penalty: 3658.965820
	Iteration 10Q: 3 clusters Score -1.028839e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -10288872.000000 Penalty: 3658.965820
	Iteration 11Q: 3 clusters Score -1.028887e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -10289083.000000 Penalty: 3658.965820
	Iteration 12Q: 3 clusters Score -1.028908e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -10289189.000000 Penalty: 3658.965820
	Iteration 13Q: 3 clusters Score -1.028919e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -10289253.000000 Penalty: 3658.965820
	Iteration 14Q: 3 clusters Score -1.028925e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -10289280.000000 Penalty: 3658.965820
	Iteration 15Q: 3 clusters Score -1.028928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -10289299.000000 Penalty: 3658.965820
	Iteration 16Q: 3 clusters Score -1.02893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -10289325.000000 Penalty: 3658.965820
	Iteration 17Q: 3 clusters Score -1.028932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10289355.000000 Penalty: 3658.965820
	Iteration 18Q: 3 clusters Score -1.028936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -10289366.000000 Penalty: 3658.965820
	Iteration 19Q: 3 clusters Score -1.028937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -10289380.000000 Penalty: 3658.965820
	Iteration 20F: 3 clusters Score -1.028938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -10289386.000000 Penalty: 3658.965820
	Iteration 21Q: 3 clusters Score -1.028939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -10289384.000000 Penalty: 3658.965820
	Iteration 22Q: 3 clusters Score -1.028938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -10289386.000000 Penalty: 3658.965820
	Iteration 23Q: 3 clusters Score -1.028939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -10289381.000000 Penalty: 3658.965820
	Iteration 24Q: 3 clusters Score -1.028938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10289378.000000 Penalty: 3658.965820
	Iteration 25Q: 3 clusters Score -1.028938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10289387.000000 Penalty: 3658.965820
	Iteration 26Q: 3 clusters Score -1.028939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10289394.000000 Penalty: 3658.965820
	Iteration 27Q: 3 clusters Score -1.028939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -10289398.000000 Penalty: 3658.965820
	Iteration 28Q: 3 clusters Score -1.02894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10289400.000000 Penalty: 3658.965820
	Iteration 29Q: 3 clusters Score -1.02894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10289400.000000 Penalty: 3658.965820
	Iteration 30F: 3 clusters Score -1.02894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -24315.826172 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -24315.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23476.486328 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -23476.49 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24008.673828 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -24008.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24288.195312 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -24288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24425.501953 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -24425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24496.128906 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -24496.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24558.662109 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -24558.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24624.599609 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -24624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24654.792969 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -24654.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24677.003906 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -24677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24693.316406 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -24693.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24710.996094 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -24711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24726.742188 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -24726.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24732.666016 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -24732.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24734.642578 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -24734.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24749.425781 Penalty: 1952.864380
	Iteration 14F: 3 clusters Score -24749.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24831.230469 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -24831.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24847.294922 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -24847.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24855.125000 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -24855.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24863.830078 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -24863.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24870.712891 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -24870.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24870.712891 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -24870.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 13841 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 209 members 
Entering Unmasked Estep 
Score: -85922728.000000 Penalty: 93651.179688
Splitting cluster 32 changes total score from -85915184.000000 to -85922728.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -45339.488281 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -45339.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44385.101562 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -44385.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44695.886719 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -44695.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44929.972656 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -44929.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45138.183594 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -45138.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45303.632812 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -45303.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45470.914062 Penalty: 2025.545654
	Iteration 5F: 3 clusters Score -45470.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45551.898438 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -45551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45585.449219 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -45585.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45611.558594 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -45611.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45631.781250 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -45631.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45650.355469 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -45650.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45657.070312 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -45657.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45677.789062 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -45677.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45695.765625 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -45695.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45702.152344 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -45702.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45702.843750 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -45702.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45704.933594 Penalty: 2025.545654
	Iteration 16F: 3 clusters Score -45704.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45719.007812 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -45719.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45740.539062 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -45740.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45753.757812 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -45753.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45761.906250 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -45761.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45789.000000 Penalty: 2025.545654
	Iteration 21Q: 3 clusters Score -45789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45804.289062 Penalty: 2025.545654
	Iteration 22Q: 3 clusters Score -45804.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45848.265625 Penalty: 2025.545654
	Iteration 23Q: 3 clusters Score -45848.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45875.937500 Penalty: 2025.545654
	Iteration 24Q: 3 clusters Score -45875.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45917.335938 Penalty: 2025.545654
	Iteration 25Q: 3 clusters Score -45917.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45963.753906 Penalty: 2025.545654
	Iteration 26Q: 3 clusters Score -45963.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45994.437500 Penalty: 2025.545654
	Iteration 27Q: 3 clusters Score -45994.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46009.937500 Penalty: 2025.545654
	Iteration 28Q: 3 clusters Score -46009.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46015.914062 Penalty: 2025.545654
	Iteration 29Q: 3 clusters Score -46015.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46019.617188 Penalty: 2025.545654
	Iteration 30Q: 3 clusters Score -46019.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46022.652344 Penalty: 2025.545654
	Iteration 31Q: 3 clusters Score -46022.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46034.566406 Penalty: 2025.545654
	Iteration 32Q: 3 clusters Score -46034.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46043.210938 Penalty: 2025.545654
	Iteration 33Q: 3 clusters Score -46043.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46050.917969 Penalty: 2025.545654
	Iteration 34Q: 3 clusters Score -46050.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46065.417969 Penalty: 2025.545654
	Iteration 35Q: 3 clusters Score -46065.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46075.675781 Penalty: 2025.545654
	Iteration 36Q: 3 clusters Score -46075.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46077.835938 Penalty: 2025.545654
	Iteration 37Q: 3 clusters Score -46077.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46081.222656 Penalty: 2025.545654
	Iteration 38Q: 3 clusters Score -46081.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46090.152344 Penalty: 2025.545654
	Iteration 39Q: 3 clusters Score -46090.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46113.035156 Penalty: 2025.545654
	Iteration 40F: 3 clusters Score -46113.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46130.062500 Penalty: 2025.545654
	Iteration 41Q: 3 clusters Score -46130.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46174.843750 Penalty: 2025.545654
	Iteration 42Q: 3 clusters Score -46174.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46190.988281 Penalty: 2025.545654
	Iteration 43Q: 3 clusters Score -46190.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46207.585938 Penalty: 2025.545654
	Iteration 44Q: 3 clusters Score -46207.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46210.703125 Penalty: 2025.545654
	Iteration 45Q: 3 clusters Score -46210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46217.906250 Penalty: 2025.545654
	Iteration 46Q: 3 clusters Score -46217.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46217.906250 Penalty: 2025.545654
	Iteration 47F: 3 clusters Score -46217.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 247 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 194 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 27142 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 13841 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 209 members 
Mstep: Class 44 contains 262 members 
Entering Unmasked Estep 
Score: -85922448.000000 Penalty: 95829.117188
Splitting cluster 33 changes total score from -85915184.000000 to -85922448.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 56707 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 70004 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 77525 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 1875.051392 but Gain 2177.937500
Score: -85925896.000000 Penalty: 93651.179688
Iteration 79Q: 44 clusters Score -8.59259e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 53537 members 
Mstep: Class 3 contains 34064 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 56874 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 60030 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 68046 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 14619 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 67712 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 192 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 70982 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 646 members 
Mstep: Class 28 contains 5472 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 16812 members 
Mstep: Class 31 contains 76609 members 
Mstep: Class 32 contains 336 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 1160 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 196 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 26383 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 12765 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 44 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930936.000000 Penalty: 93651.179688
Iteration 80F: 44 clusters Score -8.593094e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 53528 members 
Mstep: Class 3 contains 33900 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 57022 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 59480 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 67738 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 14917 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 67576 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 71662 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 631 members 
Mstep: Class 28 contains 6153 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 16814 members 
Mstep: Class 31 contains 75517 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 1183 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 26946 members 
Mstep: Class 40 contains 454 members 
Mstep: Class 41 contains 12723 members 
Mstep: Class 42 contains 306 members 
Mstep: Class 44 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933136.000000 Penalty: 93651.179688
Iteration 81Q: 44 clusters Score -8.593314e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 53629 members 
Mstep: Class 3 contains 33835 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 57213 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 851 members 
Mstep: Class 8 contains 58888 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 12 contains 67413 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 67423 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 72506 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 6676 members 
Mstep: Class 29 contains 338 members 
Mstep: Class 30 contains 16757 members 
Mstep: Class 31 contains 74491 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 224 members 
Mstep: Class 38 contains 537 members 
Mstep: Class 39 contains 27250 members 
Mstep: Class 40 contains 459 members 
Mstep: Class 41 contains 12693 members 
Mstep: Class 42 contains 311 members 
Mstep: Class 44 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934032.000000 Penalty: 93651.179688
Iteration 82Q: 44 clusters Score -8.593403e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 53866 members 
Mstep: Class 3 contains 33795 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 57344 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 58340 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 67097 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 67252 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 73325 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 633 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 16705 members 
Mstep: Class 31 contains 73588 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 273 members 
Mstep: Class 34 contains 1227 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 565 members 
Mstep: Class 39 contains 27415 members 
Mstep: Class 40 contains 452 members 
Mstep: Class 41 contains 12679 members 
Mstep: Class 42 contains 317 members 
Mstep: Class 44 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934856.000000 Penalty: 93651.179688
Iteration 83Q: 44 clusters Score -8.593486e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 54129 members 
Mstep: Class 3 contains 33747 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 57826 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 66831 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 67015 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 7267 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 74116 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 634 members 
Mstep: Class 28 contains 7454 members 
Mstep: Class 29 contains 343 members 
Mstep: Class 30 contains 16663 members 
Mstep: Class 31 contains 72737 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 336 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 27570 members 
Mstep: Class 40 contains 451 members 
Mstep: Class 41 contains 12665 members 
Mstep: Class 42 contains 319 members 
Mstep: Class 44 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935312.000000 Penalty: 93651.179688
Iteration 84Q: 44 clusters Score -8.593531e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 54375 members 
Mstep: Class 3 contains 33724 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 57720 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 57385 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 66597 members 
Mstep: Class 13 contains 391 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 66759 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 74934 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 7707 members 
Mstep: Class 29 contains 345 members 
Mstep: Class 30 contains 16645 members 
Mstep: Class 31 contains 71921 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 339 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 600 members 
Mstep: Class 39 contains 27672 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 12647 members 
Mstep: Class 42 contains 322 members 
Mstep: Class 44 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 93651.179688
Iteration 85Q: 44 clusters Score -8.593569e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 54708 members 
Mstep: Class 3 contains 33699 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 57978 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 56962 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 66373 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 66440 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 223 members 
Mstep: Class 23 contains 7521 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 75731 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 7916 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16623 members 
Mstep: Class 31 contains 71121 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 275 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 605 members 
Mstep: Class 39 contains 27716 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 12602 members 
Mstep: Class 42 contains 323 members 
Mstep: Class 44 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935816.000000 Penalty: 93651.179688
Iteration 86Q: 44 clusters Score -8.593582e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 55101 members 
Mstep: Class 3 contains 33686 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 58189 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 56588 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 66138 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 66177 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 76469 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8060 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16610 members 
Mstep: Class 31 contains 70380 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 602 members 
Mstep: Class 39 contains 27749 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12560 members 
Mstep: Class 42 contains 324 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936056.000000 Penalty: 93651.179688
Iteration 87Q: 44 clusters Score -8.593606e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 55446 members 
Mstep: Class 3 contains 33690 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 58439 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 56273 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 65918 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 246 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 77189 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8190 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16597 members 
Mstep: Class 31 contains 69694 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 27738 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 12492 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936168.000000 Penalty: 93651.179688
Iteration 88Q: 44 clusters Score -8.593617e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 55757 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 58689 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 56019 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 65719 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 65567 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 252 members 
Mstep: Class 23 contains 7867 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 77772 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8306 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 16587 members 
Mstep: Class 31 contains 69132 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 617 members 
Mstep: Class 39 contains 27727 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12450 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936912.000000 Penalty: 93651.179688
Iteration 89Q: 44 clusters Score -8.593691e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 58905 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 55843 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 65550 members 
Mstep: Class 13 contains 386 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 65243 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 254 members 
Mstep: Class 23 contains 7950 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 78274 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8379 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 16574 members 
Mstep: Class 31 contains 68673 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 27730 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 12398 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936472.000000 Penalty: 93651.179688
Iteration 90Q: 44 clusters Score -8.593647e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 56230 members 
Mstep: Class 3 contains 33685 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 59172 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 55730 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 65361 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 64954 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 256 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 78608 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8437 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 16567 members 
Mstep: Class 31 contains 68318 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 636 members 
Mstep: Class 39 contains 27727 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12363 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936568.000000 Penalty: 93651.179688
Iteration 91Q: 44 clusters Score -8.593657e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 33681 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 59443 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 55622 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 65172 members 
Mstep: Class 13 contains 384 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 15979 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 64666 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 258 members 
Mstep: Class 23 contains 8097 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 78863 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8474 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 16565 members 
Mstep: Class 31 contains 68047 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27736 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12325 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936800.000000 Penalty: 93651.179688
Iteration 92Q: 44 clusters Score -8.59368e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 56581 members 
Mstep: Class 3 contains 33669 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 59728 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 55511 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 64943 members 
Mstep: Class 13 contains 383 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16047 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 64400 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 8153 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79064 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8497 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 16564 members 
Mstep: Class 31 contains 67888 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 641 members 
Mstep: Class 39 contains 27749 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12293 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936968.000000 Penalty: 93651.179688
Iteration 93Q: 44 clusters Score -8.593697e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 56703 members 
Mstep: Class 3 contains 33667 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 60010 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 55420 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 64677 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 64176 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79210 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8532 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16559 members 
Mstep: Class 31 contains 67792 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27743 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12271 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937048.000000 Penalty: 93651.179688
Iteration 94Q: 44 clusters Score -8.593705e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 56775 members 
Mstep: Class 3 contains 33667 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 55361 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 64410 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 63985 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 8261 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79309 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16557 members 
Mstep: Class 31 contains 67749 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 641 members 
Mstep: Class 39 contains 27738 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12256 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937240.000000 Penalty: 93651.179688
Iteration 95Q: 44 clusters Score -8.593724e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 56772 members 
Mstep: Class 3 contains 33666 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 60474 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 55289 members 
Mstep: Class 9 contains 6278 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 64164 members 
Mstep: Class 13 contains 376 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16256 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63814 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79329 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8600 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16555 members 
Mstep: Class 31 contains 67849 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 641 members 
Mstep: Class 39 contains 27739 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12236 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937952.000000 Penalty: 93651.179688
Iteration 96Q: 44 clusters Score -8.593795e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 56682 members 
Mstep: Class 3 contains 33651 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 55295 members 
Mstep: Class 9 contains 6271 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 63960 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16324 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 63633 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79265 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8634 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16552 members 
Mstep: Class 31 contains 68086 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1354 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27738 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12223 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938040.000000 Penalty: 93651.179688
Iteration 97Q: 44 clusters Score -8.593804e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 33640 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 60826 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 63808 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16390 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63465 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8400 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 79043 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8675 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68391 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27754 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12208 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938176.000000 Penalty: 93651.179688
Iteration 98Q: 44 clusters Score -8.593818e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 56442 members 
Mstep: Class 3 contains 33653 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 60929 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 55441 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 63636 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 16451 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63282 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8437 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 78725 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8724 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68826 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27775 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938368.000000 Penalty: 93651.179688
Iteration 99Q: 44 clusters Score -8.593837e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 56284 members 
Mstep: Class 3 contains 33650 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 61024 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 55574 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 63421 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 16507 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63122 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 78325 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8768 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69387 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27785 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12196 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938592.000000 Penalty: 93651.179688
Iteration 100F: 44 clusters Score -8.593859e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 56146 members 
Mstep: Class 3 contains 33646 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 61069 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 55747 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 63161 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 16554 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62983 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 77790 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8812 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70127 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27766 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 12200 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938944.000000 Penalty: 93651.179688
Iteration 101Q: 44 clusters Score -8.593894e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 55983 members 
Mstep: Class 3 contains 33656 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 61065 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 55934 members 
Mstep: Class 9 contains 6231 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 62960 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62882 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8565 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 77211 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8851 members 
Mstep: Class 29 contains 346 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70850 members 
Mstep: Class 32 contains 281 members 
Mstep: Class 33 contains 299 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27753 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12199 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 44 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939144.000000 Penalty: 93651.179688
Iteration 102Q: 44 clusters Score -8.593914e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 55829 members 
Mstep: Class 3 contains 33671 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 60952 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56122 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 62760 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 16643 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62804 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 76608 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71680 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27733 members 
Mstep: Class 40 contains 449 members 
Mstep: Class 41 contains 12197 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939208.000000 Penalty: 93651.179688
Iteration 103Q: 44 clusters Score -8.593921e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 55618 members 
Mstep: Class 3 contains 33673 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 60837 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 56246 members 
Mstep: Class 9 contains 6231 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62630 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62760 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 75952 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8920 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 72570 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 1405 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27739 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 12194 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939576.000000 Penalty: 93651.179688
Iteration 104Q: 44 clusters Score -8.593958e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 33683 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 60693 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56264 members 
Mstep: Class 9 contains 6225 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62502 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62759 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 75313 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 73544 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 336 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27727 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940056.000000 Penalty: 93651.179688
Iteration 105Q: 44 clusters Score -8.594006e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 55111 members 
Mstep: Class 3 contains 33700 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 60474 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56244 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62339 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62758 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 74709 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 8987 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74671 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 336 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27732 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12193 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939960.000000 Penalty: 93651.179688
Iteration 106Q: 44 clusters Score -8.593996e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 54850 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 60191 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56220 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62229 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62786 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8691 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 74063 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75853 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 305 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 337 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27724 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940408.000000 Penalty: 93651.179688
Iteration 107Q: 44 clusters Score -8.594041e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 54646 members 
Mstep: Class 3 contains 33713 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 56114 members 
Mstep: Class 9 contains 6215 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62141 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62859 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8714 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 73347 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 77061 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 337 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27729 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12210 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940344.000000 Penalty: 93651.179688
Iteration 108Q: 44 clusters Score -8.594034e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 54355 members 
Mstep: Class 3 contains 33713 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 59604 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 56044 members 
Mstep: Class 9 contains 6212 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62048 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16952 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 72602 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 634 members 
Mstep: Class 28 contains 9043 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 78387 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 337 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27730 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12216 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 44 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940600.000000 Penalty: 93651.179688
Iteration 109Q: 44 clusters Score -8.59406e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 54050 members 
Mstep: Class 3 contains 33705 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 59297 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 55914 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 62010 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63009 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 71903 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 634 members 
Mstep: Class 28 contains 9051 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 79725 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27727 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12228 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940280.000000 Penalty: 93651.179688
Iteration 110Q: 44 clusters Score -8.594028e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 53774 members 
Mstep: Class 3 contains 33706 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 58957 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 55767 members 
Mstep: Class 9 contains 6201 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61977 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17050 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63050 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8765 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 71219 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9064 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 81095 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27715 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12219 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940216.000000 Penalty: 93651.179688
Iteration 111Q: 44 clusters Score -8.594022e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 53489 members 
Mstep: Class 3 contains 33704 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 58640 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 55682 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61897 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17118 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63077 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 70712 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9067 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 82277 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1474 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27688 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 12216 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940048.000000 Penalty: 93651.179688
Iteration 112Q: 44 clusters Score -8.594005e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 53262 members 
Mstep: Class 3 contains 33707 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 58391 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 55677 members 
Mstep: Class 9 contains 6188 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61789 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63126 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 70332 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 83182 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1482 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27652 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 12214 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939816.000000 Penalty: 93651.179688
Iteration 113Q: 44 clusters Score -8.593982e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 53106 members 
Mstep: Class 3 contains 33697 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 58136 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 55722 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61661 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63151 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8798 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 70129 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9054 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 83866 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27627 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12219 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939744.000000 Penalty: 93651.179688
Iteration 114Q: 44 clusters Score -8.593974e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 53019 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57914 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 55754 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61491 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17192 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63178 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8803 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69967 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 9044 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84451 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27610 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12207 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939776.000000 Penalty: 93651.179688
Iteration 115Q: 44 clusters Score -8.593978e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 52938 members 
Mstep: Class 3 contains 33684 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57694 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 55827 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61335 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17194 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63171 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8807 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69793 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 9034 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 85032 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1512 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27595 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12215 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940088.000000 Penalty: 93651.179688
Iteration 116Q: 44 clusters Score -8.594009e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 52891 members 
Mstep: Class 3 contains 33683 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57518 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 55900 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 61144 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17197 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63148 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8812 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69605 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 9027 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 85599 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27569 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12207 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940400.000000 Penalty: 93651.179688
Iteration 117Q: 44 clusters Score -8.59404e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 52883 members 
Mstep: Class 3 contains 33682 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57368 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 55974 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60911 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63154 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69397 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 9020 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86146 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1526 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27532 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12195 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940536.000000 Penalty: 93651.179688
Iteration 118Q: 44 clusters Score -8.594054e+07 nChanged 3770
Entering ConstructFrom: 
Score: -85940536.000000 Penalty: 93651.179688
Entering ConstructFrom: 
Trying to split cluster 1 (65284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Entering Unmasked Estep 
Score: -8625288.000000 Penalty: 1801.556641
	Iteration 0F: 2 clusters Score -8625288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -8583975.000000 Penalty: 3603.113281
	Iteration 0F: 3 clusters Score -8583975 nChanged 30987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -8601444.000000 Penalty: 3603.113281
	Iteration 1F: 3 clusters Score -8601444 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8601926.000000 Penalty: 3603.113281
	Iteration 2Q: 3 clusters Score -8601926 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -8602480.000000 Penalty: 3603.113281
	Iteration 3Q: 3 clusters Score -8602480 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8603070.000000 Penalty: 3603.113281
	Iteration 4Q: 3 clusters Score -8603070 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -8604047.000000 Penalty: 3603.113281
	Iteration 5Q: 3 clusters Score -8604047 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -8605654.000000 Penalty: 3603.113281
	Iteration 6Q: 3 clusters Score -8605654 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8608294.000000 Penalty: 3603.113281
	Iteration 7F: 3 clusters Score -8608294 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -8612215.000000 Penalty: 3603.113281
	Iteration 8F: 3 clusters Score -8612215 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -8616745.000000 Penalty: 3603.113281
	Iteration 9F: 3 clusters Score -8616745 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -8620631.000000 Penalty: 3603.113281
	Iteration 10F: 3 clusters Score -8620631 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -8622946.000000 Penalty: 3603.113281
	Iteration 11Q: 3 clusters Score -8622946 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -8624138.000000 Penalty: 3603.113281
	Iteration 12Q: 3 clusters Score -8624138 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8624693.000000 Penalty: 3603.113281
	Iteration 13Q: 3 clusters Score -8624693 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -8624955.000000 Penalty: 3603.113281
	Iteration 14Q: 3 clusters Score -8624955 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8625079.000000 Penalty: 3603.113281
	Iteration 15Q: 3 clusters Score -8625079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -8625136.000000 Penalty: 3603.113281
	Iteration 16Q: 3 clusters Score -8625136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -8625144.000000 Penalty: 3603.113281
	Iteration 17Q: 3 clusters Score -8625144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8625172.000000 Penalty: 3603.113281
	Iteration 18Q: 3 clusters Score -8625172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8625176.000000 Penalty: 3603.113281
	Iteration 19Q: 3 clusters Score -8625176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -8625194.000000 Penalty: 3603.113281
	Iteration 20F: 3 clusters Score -8625194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -8625201.000000 Penalty: 3603.113281
	Iteration 21Q: 3 clusters Score -8625201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -8625204.000000 Penalty: 3603.113281
	Iteration 22Q: 3 clusters Score -8625204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -8625204.000000 Penalty: 3603.113281
	Iteration 23Q: 3 clusters Score -8625204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -8625214.000000 Penalty: 3603.113281
	Iteration 24Q: 3 clusters Score -8625214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -8625213.000000 Penalty: 3603.113281
	Iteration 25Q: 3 clusters Score -8625213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -8625214.000000 Penalty: 3603.113281
	Iteration 26Q: 3 clusters Score -8625214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -8625210.000000 Penalty: 3603.113281
	Iteration 27Q: 3 clusters Score -8625210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -8625219.000000 Penalty: 3603.113281
	Iteration 28Q: 3 clusters Score -8625219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -8625219.000000 Penalty: 3603.113281
	Iteration 29Q: 3 clusters Score -8625219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -8625219.000000 Penalty: 3603.113281
	Iteration 30Q: 3 clusters Score -8625219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -8625215.000000 Penalty: 3603.113281
	Iteration 31Q: 3 clusters Score -8625215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -8625209.000000 Penalty: 3603.113281
	Iteration 32Q: 3 clusters Score -8625209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8625208.000000 Penalty: 3603.113281
	Iteration 33Q: 3 clusters Score -8625208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8625213.000000 Penalty: 3603.113281
	Iteration 34Q: 3 clusters Score -8625213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8625215.000000 Penalty: 3603.113281
	Iteration 35Q: 3 clusters Score -8625215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -8625212.000000 Penalty: 3603.113281
	Iteration 36Q: 3 clusters Score -8625212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8625209.000000 Penalty: 3603.113281
	Iteration 37Q: 3 clusters Score -8625209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8625210.000000 Penalty: 3603.113281
	Iteration 38Q: 3 clusters Score -8625210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8625209.000000 Penalty: 3603.113281
	Iteration 39Q: 3 clusters Score -8625209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8625209.000000 Penalty: 3603.113281
	Iteration 40F: 3 clusters Score -8625209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Entering Unmasked Estep 
Score: -7019333.500000 Penalty: 1767.317383
	Iteration 0F: 2 clusters Score -7019334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6985398.000000 Penalty: 3534.634766
	Iteration 0F: 3 clusters Score -6985398 nChanged 24986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6999437.000000 Penalty: 3534.634766
	Iteration 1F: 3 clusters Score -6999437 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7000075.000000 Penalty: 3534.634766
	Iteration 2Q: 3 clusters Score -7000075 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -7000977.000000 Penalty: 3534.634766
	Iteration 3Q: 3 clusters Score -7000977 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7002458.500000 Penalty: 3534.634766
	Iteration 4F: 3 clusters Score -7002458 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -7005032.500000 Penalty: 3534.634766
	Iteration 5F: 3 clusters Score -7005032 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7008745.500000 Penalty: 3534.634766
	Iteration 6F: 3 clusters Score -7008746 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7012871.500000 Penalty: 3534.634766
	Iteration 7F: 3 clusters Score -7012872 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7015580.000000 Penalty: 3534.634766
	Iteration 8F: 3 clusters Score -7015580 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7016966.000000 Penalty: 3534.634766
	Iteration 9Q: 3 clusters Score -7016966 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7017473.500000 Penalty: 3534.634766
	Iteration 10Q: 3 clusters Score -7017474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7017655.500000 Penalty: 3534.634766
	Iteration 11Q: 3 clusters Score -7017656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7017737.500000 Penalty: 3534.634766
	Iteration 12Q: 3 clusters Score -7017738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7017787.500000 Penalty: 3534.634766
	Iteration 13Q: 3 clusters Score -7017788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7017827.000000 Penalty: 3534.634766
	Iteration 14Q: 3 clusters Score -7017827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7017831.000000 Penalty: 3534.634766
	Iteration 15Q: 3 clusters Score -7017831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7017845.000000 Penalty: 3534.634766
	Iteration 16Q: 3 clusters Score -7017845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7017849.500000 Penalty: 3534.634766
	Iteration 17Q: 3 clusters Score -7017850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7017855.500000 Penalty: 3534.634766
	Iteration 18Q: 3 clusters Score -7017856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7017858.000000 Penalty: 3534.634766
	Iteration 19Q: 3 clusters Score -7017858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7017866.000000 Penalty: 3534.634766
	Iteration 20F: 3 clusters Score -7017866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7017870.000000 Penalty: 3534.634766
	Iteration 21Q: 3 clusters Score -7017870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7017877.500000 Penalty: 3534.634766
	Iteration 22Q: 3 clusters Score -7017878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7017881.500000 Penalty: 3534.634766
	Iteration 23Q: 3 clusters Score -7017882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7017886.500000 Penalty: 3534.634766
	Iteration 24Q: 3 clusters Score -7017886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7017893.500000 Penalty: 3534.634766
	Iteration 25Q: 3 clusters Score -7017894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7017892.500000 Penalty: 3534.634766
	Iteration 26Q: 3 clusters Score -7017892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7017894.000000 Penalty: 3534.634766
	Iteration 27Q: 3 clusters Score -7017894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7017896.000000 Penalty: 3534.634766
	Iteration 28Q: 3 clusters Score -7017896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7017896.000000 Penalty: 3534.634766
	Iteration 29F: 3 clusters Score -7017896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Entering Unmasked Estep 
Score: -4402701.500000 Penalty: 1694.084351
	Iteration 0F: 2 clusters Score -4402702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4380131.000000 Penalty: 3388.168701
	Iteration 0F: 3 clusters Score -4380131 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4389329.000000 Penalty: 3388.168701
	Iteration 1F: 3 clusters Score -4389329 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4390229.000000 Penalty: 3388.168701
	Iteration 2F: 3 clusters Score -4390229 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4391289.000000 Penalty: 3388.168701
	Iteration 3F: 3 clusters Score -4391289 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4392469.000000 Penalty: 3388.168701
	Iteration 4F: 3 clusters Score -4392469 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4393674.000000 Penalty: 3388.168701
	Iteration 5F: 3 clusters Score -4393674 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4394864.500000 Penalty: 3388.168701
	Iteration 6F: 3 clusters Score -4394864 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4396081.000000 Penalty: 3388.168701
	Iteration 7F: 3 clusters Score -4396081 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4397202.000000 Penalty: 3388.168701
	Iteration 8Q: 3 clusters Score -4397202 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4398180.000000 Penalty: 3388.168701
	Iteration 9Q: 3 clusters Score -4398180 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4398795.000000 Penalty: 3388.168701
	Iteration 10Q: 3 clusters Score -4398795 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4399153.500000 Penalty: 3388.168701
	Iteration 11Q: 3 clusters Score -4399154 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4399399.000000 Penalty: 3388.168701
	Iteration 12Q: 3 clusters Score -4399399 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4399596.000000 Penalty: 3388.168701
	Iteration 13Q: 3 clusters Score -4399596 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4399724.500000 Penalty: 3388.168701
	Iteration 14Q: 3 clusters Score -4399724 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4399814.500000 Penalty: 3388.168701
	Iteration 15Q: 3 clusters Score -4399814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -4399854.000000 Penalty: 3388.168701
	Iteration 16Q: 3 clusters Score -4399854 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4399926.500000 Penalty: 3388.168701
	Iteration 17Q: 3 clusters Score -4399926 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4399971.500000 Penalty: 3388.168701
	Iteration 18Q: 3 clusters Score -4399972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -4400016.500000 Penalty: 3388.168701
	Iteration 19Q: 3 clusters Score -4400016 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4400083.500000 Penalty: 3388.168701
	Iteration 20F: 3 clusters Score -4400084 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4400135.000000 Penalty: 3388.168701
	Iteration 21Q: 3 clusters Score -4400135 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -4400149.500000 Penalty: 3388.168701
	Iteration 22Q: 3 clusters Score -4400150 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4400193.500000 Penalty: 3388.168701
	Iteration 23Q: 3 clusters Score -4400194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4400240.500000 Penalty: 3388.168701
	Iteration 24Q: 3 clusters Score -4400240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4400269.500000 Penalty: 3388.168701
	Iteration 25Q: 3 clusters Score -4400270 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4400282.500000 Penalty: 3388.168701
	Iteration 26Q: 3 clusters Score -4400282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4400320.500000 Penalty: 3388.168701
	Iteration 27Q: 3 clusters Score -4400320 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4400338.500000 Penalty: 3388.168701
	Iteration 28Q: 3 clusters Score -4400338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4400361.500000 Penalty: 3388.168701
	Iteration 29Q: 3 clusters Score -4400362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4400386.500000 Penalty: 3388.168701
	Iteration 30Q: 3 clusters Score -4400386 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4400408.000000 Penalty: 3388.168701
	Iteration 31Q: 3 clusters Score -4400408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4400446.500000 Penalty: 3388.168701
	Iteration 32Q: 3 clusters Score -4400446 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4400456.500000 Penalty: 3388.168701
	Iteration 33Q: 3 clusters Score -4400456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4400497.500000 Penalty: 3388.168701
	Iteration 34Q: 3 clusters Score -4400498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4400518.000000 Penalty: 3388.168701
	Iteration 35Q: 3 clusters Score -4400518 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4400558.000000 Penalty: 3388.168701
	Iteration 36Q: 3 clusters Score -4400558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4400580.000000 Penalty: 3388.168701
	Iteration 37Q: 3 clusters Score -4400580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4400595.500000 Penalty: 3388.168701
	Iteration 38Q: 3 clusters Score -4400596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4400614.500000 Penalty: 3388.168701
	Iteration 39Q: 3 clusters Score -4400614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4400634.500000 Penalty: 3388.168701
	Iteration 40F: 3 clusters Score -4400634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4400661.500000 Penalty: 3388.168701
	Iteration 41Q: 3 clusters Score -4400662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -4400685.500000 Penalty: 3388.168701
	Iteration 42Q: 3 clusters Score -4400686 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4400694.000000 Penalty: 3388.168701
	Iteration 43Q: 3 clusters Score -4400694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4400736.500000 Penalty: 3388.168701
	Iteration 44Q: 3 clusters Score -4400736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4400767.500000 Penalty: 3388.168701
	Iteration 45Q: 3 clusters Score -4400768 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4400813.500000 Penalty: 3388.168701
	Iteration 46Q: 3 clusters Score -4400814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4400838.000000 Penalty: 3388.168701
	Iteration 47Q: 3 clusters Score -4400838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4400874.500000 Penalty: 3388.168701
	Iteration 48Q: 3 clusters Score -4400874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4400893.500000 Penalty: 3388.168701
	Iteration 49Q: 3 clusters Score -4400894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4400898.000000 Penalty: 3388.168701
	Iteration 50Q: 3 clusters Score -4400898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4400923.500000 Penalty: 3388.168701
	Iteration 51Q: 3 clusters Score -4400924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4400942.500000 Penalty: 3388.168701
	Iteration 52Q: 3 clusters Score -4400942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4400974.000000 Penalty: 3388.168701
	Iteration 53Q: 3 clusters Score -4400974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4401009.000000 Penalty: 3388.168701
	Iteration 54Q: 3 clusters Score -4401009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4401023.500000 Penalty: 3388.168701
	Iteration 55Q: 3 clusters Score -4401024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4401051.000000 Penalty: 3388.168701
	Iteration 56Q: 3 clusters Score -4401051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4401070.500000 Penalty: 3388.168701
	Iteration 57Q: 3 clusters Score -4401070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4401091.500000 Penalty: 3388.168701
	Iteration 58Q: 3 clusters Score -4401092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4401131.500000 Penalty: 3388.168701
	Iteration 59Q: 3 clusters Score -4401132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4401163.000000 Penalty: 3388.168701
	Iteration 60F: 3 clusters Score -4401163 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4401191.000000 Penalty: 3388.168701
	Iteration 61Q: 3 clusters Score -4401191 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4401235.000000 Penalty: 3388.168701
	Iteration 62Q: 3 clusters Score -4401235 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4401263.500000 Penalty: 3388.168701
	Iteration 63Q: 3 clusters Score -4401264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4401286.000000 Penalty: 3388.168701
	Iteration 64Q: 3 clusters Score -4401286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4401319.000000 Penalty: 3388.168701
	Iteration 65Q: 3 clusters Score -4401319 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4401346.500000 Penalty: 3388.168701
	Iteration 66Q: 3 clusters Score -4401346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4401370.500000 Penalty: 3388.168701
	Iteration 67Q: 3 clusters Score -4401370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4401397.000000 Penalty: 3388.168701
	Iteration 68Q: 3 clusters Score -4401397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4401425.500000 Penalty: 3388.168701
	Iteration 69Q: 3 clusters Score -4401426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4401441.000000 Penalty: 3388.168701
	Iteration 70Q: 3 clusters Score -4401441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4401457.000000 Penalty: 3388.168701
	Iteration 71Q: 3 clusters Score -4401457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4401477.500000 Penalty: 3388.168701
	Iteration 72Q: 3 clusters Score -4401478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4401496.000000 Penalty: 3388.168701
	Iteration 73Q: 3 clusters Score -4401496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4401503.500000 Penalty: 3388.168701
	Iteration 74Q: 3 clusters Score -4401504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4401509.000000 Penalty: 3388.168701
	Iteration 75Q: 3 clusters Score -4401509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4401520.500000 Penalty: 3388.168701
	Iteration 76Q: 3 clusters Score -4401520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4401531.000000 Penalty: 3388.168701
	Iteration 77Q: 3 clusters Score -4401531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4401533.500000 Penalty: 3388.168701
	Iteration 78Q: 3 clusters Score -4401534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4401545.500000 Penalty: 3388.168701
	Iteration 79Q: 3 clusters Score -4401546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4401552.000000 Penalty: 3388.168701
	Iteration 80F: 3 clusters Score -4401552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4401553.500000 Penalty: 3388.168701
	Iteration 81Q: 3 clusters Score -4401554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4401563.000000 Penalty: 3388.168701
	Iteration 82Q: 3 clusters Score -4401563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4401566.500000 Penalty: 3388.168701
	Iteration 83Q: 3 clusters Score -4401566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4401571.000000 Penalty: 3388.168701
	Iteration 84Q: 3 clusters Score -4401571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4401574.000000 Penalty: 3388.168701
	Iteration 85Q: 3 clusters Score -4401574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4401576.000000 Penalty: 3388.168701
	Iteration 86Q: 3 clusters Score -4401576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4401578.000000 Penalty: 3388.168701
	Iteration 87Q: 3 clusters Score -4401578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4401585.500000 Penalty: 3388.168701
	Iteration 88Q: 3 clusters Score -4401586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4401582.500000 Penalty: 3388.168701
	Iteration 89Q: 3 clusters Score -4401582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4401587.000000 Penalty: 3388.168701
	Iteration 90Q: 3 clusters Score -4401587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4401582.500000 Penalty: 3388.168701
	Iteration 91Q: 3 clusters Score -4401582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4401590.000000 Penalty: 3388.168701
	Iteration 92Q: 3 clusters Score -4401590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4401598.000000 Penalty: 3388.168701
	Iteration 93Q: 3 clusters Score -4401598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4401601.000000 Penalty: 3388.168701
	Iteration 94Q: 3 clusters Score -4401601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4401602.000000 Penalty: 3388.168701
	Iteration 95Q: 3 clusters Score -4401602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4401599.500000 Penalty: 3388.168701
	Iteration 96Q: 3 clusters Score -4401600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4401598.000000 Penalty: 3388.168701
	Iteration 97Q: 3 clusters Score -4401598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4401598.500000 Penalty: 3388.168701
	Iteration 98Q: 3 clusters Score -4401598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4401599.500000 Penalty: 3388.168701
	Iteration 99Q: 3 clusters Score -4401600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4401602.500000 Penalty: 3388.168701
	Iteration 100F: 3 clusters Score -4401602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4401606.000000 Penalty: 3388.168701
	Iteration 101Q: 3 clusters Score -4401606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4401606.500000 Penalty: 3388.168701
	Iteration 102Q: 3 clusters Score -4401606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4401608.000000 Penalty: 3388.168701
	Iteration 103Q: 3 clusters Score -4401608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4401613.000000 Penalty: 3388.168701
	Iteration 104Q: 3 clusters Score -4401613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4401613.000000 Penalty: 3388.168701
	Iteration 105Q: 3 clusters Score -4401613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4401609.500000 Penalty: 3388.168701
	Iteration 106Q: 3 clusters Score -4401610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4401610.000000 Penalty: 3388.168701
	Iteration 107Q: 3 clusters Score -4401610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4401612.000000 Penalty: 3388.168701
	Iteration 108Q: 3 clusters Score -4401612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4401613.500000 Penalty: 3388.168701
	Iteration 109Q: 3 clusters Score -4401614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4401615.500000 Penalty: 3388.168701
	Iteration 110Q: 3 clusters Score -4401616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4401616.000000 Penalty: 3388.168701
	Iteration 111Q: 3 clusters Score -4401616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4401617.500000 Penalty: 3388.168701
	Iteration 112Q: 3 clusters Score -4401618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4401617.500000 Penalty: 3388.168701
	Iteration 113F: 3 clusters Score -4401618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -85298.960938 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -85298.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84086.242188 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -84086.24 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84502.562500 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -84502.56 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84823.085938 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -84823.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85086.187500 Penalty: 2162.180420
	Iteration 3F: 3 clusters Score -85086.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85249.429688 Penalty: 2162.180420
	Iteration 4F: 3 clusters Score -85249.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85396.148438 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -85396.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85498.281250 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -85498.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85567.492188 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -85567.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85654.320312 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -85654.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85733.593750 Penalty: 2162.180420
	Iteration 9Q: 3 clusters Score -85733.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85776.125000 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -85776.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85810.351562 Penalty: 2162.180420
	Iteration 11Q: 3 clusters Score -85810.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85838.648438 Penalty: 2162.180420
	Iteration 12Q: 3 clusters Score -85838.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85865.687500 Penalty: 2162.180420
	Iteration 13Q: 3 clusters Score -85865.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85892.265625 Penalty: 2162.180420
	Iteration 14Q: 3 clusters Score -85892.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85905.531250 Penalty: 2162.180420
	Iteration 15Q: 3 clusters Score -85905.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85911.273438 Penalty: 2162.180420
	Iteration 16Q: 3 clusters Score -85911.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85912.664062 Penalty: 2162.180420
	Iteration 17Q: 3 clusters Score -85912.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85912.664062 Penalty: 2162.180420
	Iteration 18F: 3 clusters Score -85912.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 52881 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 57251 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60703 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86674 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27489 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 366 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -85940320.000000 Penalty: 95829.117188
Splitting cluster 4 changes total score from -85940536.000000 to -85940320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (57251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Entering Unmasked Estep 
Score: -7609588.500000 Penalty: 1780.219971
	Iteration 0F: 2 clusters Score -7609588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7573121.000000 Penalty: 3560.439941
	Iteration 0F: 3 clusters Score -7573121 nChanged 26846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -7588673.500000 Penalty: 3560.439941
	Iteration 1F: 3 clusters Score -7588674 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7589575.000000 Penalty: 3560.439941
	Iteration 2Q: 3 clusters Score -7589575 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -7590795.000000 Penalty: 3560.439941
	Iteration 3Q: 3 clusters Score -7590795 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7592450.500000 Penalty: 3560.439941
	Iteration 4F: 3 clusters Score -7592450 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7594743.000000 Penalty: 3560.439941
	Iteration 5F: 3 clusters Score -7594743 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -7597594.000000 Penalty: 3560.439941
	Iteration 6F: 3 clusters Score -7597594 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7600400.000000 Penalty: 3560.439941
	Iteration 7F: 3 clusters Score -7600400 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -7602429.000000 Penalty: 3560.439941
	Iteration 8F: 3 clusters Score -7602429 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -7603267.500000 Penalty: 3560.439941
	Iteration 9Q: 3 clusters Score -7603268 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -7603689.000000 Penalty: 3560.439941
	Iteration 10Q: 3 clusters Score -7603689 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -7603893.000000 Penalty: 3560.439941
	Iteration 11Q: 3 clusters Score -7603893 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -7604055.500000 Penalty: 3560.439941
	Iteration 12Q: 3 clusters Score -7604056 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -7604124.500000 Penalty: 3560.439941
	Iteration 13Q: 3 clusters Score -7604124 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -7604217.500000 Penalty: 3560.439941
	Iteration 14Q: 3 clusters Score -7604218 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7604303.000000 Penalty: 3560.439941
	Iteration 15Q: 3 clusters Score -7604303 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7604369.500000 Penalty: 3560.439941
	Iteration 16Q: 3 clusters Score -7604370 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -7604446.500000 Penalty: 3560.439941
	Iteration 17Q: 3 clusters Score -7604446 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7604490.500000 Penalty: 3560.439941
	Iteration 18Q: 3 clusters Score -7604490 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -7604574.000000 Penalty: 3560.439941
	Iteration 19Q: 3 clusters Score -7604574 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7604617.500000 Penalty: 3560.439941
	Iteration 20F: 3 clusters Score -7604618 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -7604694.000000 Penalty: 3560.439941
	Iteration 21Q: 3 clusters Score -7604694 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -7604764.000000 Penalty: 3560.439941
	Iteration 22Q: 3 clusters Score -7604764 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7604844.000000 Penalty: 3560.439941
	Iteration 23Q: 3 clusters Score -7604844 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -7604894.000000 Penalty: 3560.439941
	Iteration 24Q: 3 clusters Score -7604894 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -7604982.000000 Penalty: 3560.439941
	Iteration 25Q: 3 clusters Score -7604982 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -7605060.500000 Penalty: 3560.439941
	Iteration 26Q: 3 clusters Score -7605060 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -7605174.500000 Penalty: 3560.439941
	Iteration 27Q: 3 clusters Score -7605174 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -7605255.000000 Penalty: 3560.439941
	Iteration 28Q: 3 clusters Score -7605255 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -7605380.000000 Penalty: 3560.439941
	Iteration 29Q: 3 clusters Score -7605380 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -7605469.000000 Penalty: 3560.439941
	Iteration 30Q: 3 clusters Score -7605469 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -7605632.500000 Penalty: 3560.439941
	Iteration 31Q: 3 clusters Score -7605632 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -7605750.000000 Penalty: 3560.439941
	Iteration 32Q: 3 clusters Score -7605750 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -7605878.500000 Penalty: 3560.439941
	Iteration 33Q: 3 clusters Score -7605878 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -7605998.500000 Penalty: 3560.439941
	Iteration 34Q: 3 clusters Score -7605998 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -7606153.000000 Penalty: 3560.439941
	Iteration 35Q: 3 clusters Score -7606153 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7606274.000000 Penalty: 3560.439941
	Iteration 36Q: 3 clusters Score -7606274 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -7606402.500000 Penalty: 3560.439941
	Iteration 37Q: 3 clusters Score -7606402 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -7606511.500000 Penalty: 3560.439941
	Iteration 38Q: 3 clusters Score -7606512 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -7606629.500000 Penalty: 3560.439941
	Iteration 39Q: 3 clusters Score -7606630 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -7606745.000000 Penalty: 3560.439941
	Iteration 40F: 3 clusters Score -7606745 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -7606853.000000 Penalty: 3560.439941
	Iteration 41Q: 3 clusters Score -7606853 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7606924.500000 Penalty: 3560.439941
	Iteration 42Q: 3 clusters Score -7606924 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -7607002.500000 Penalty: 3560.439941
	Iteration 43Q: 3 clusters Score -7607002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -7607071.500000 Penalty: 3560.439941
	Iteration 44Q: 3 clusters Score -7607072 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -7607191.500000 Penalty: 3560.439941
	Iteration 45Q: 3 clusters Score -7607192 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7607233.000000 Penalty: 3560.439941
	Iteration 46Q: 3 clusters Score -7607233 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -7607277.000000 Penalty: 3560.439941
	Iteration 47Q: 3 clusters Score -7607277 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7607331.500000 Penalty: 3560.439941
	Iteration 48Q: 3 clusters Score -7607332 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -7607372.500000 Penalty: 3560.439941
	Iteration 49Q: 3 clusters Score -7607372 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -7607438.000000 Penalty: 3560.439941
	Iteration 50Q: 3 clusters Score -7607438 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7607495.500000 Penalty: 3560.439941
	Iteration 51Q: 3 clusters Score -7607496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7607568.000000 Penalty: 3560.439941
	Iteration 52Q: 3 clusters Score -7607568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -7607628.000000 Penalty: 3560.439941
	Iteration 53Q: 3 clusters Score -7607628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7607659.500000 Penalty: 3560.439941
	Iteration 54Q: 3 clusters Score -7607660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7607661.500000 Penalty: 3560.439941
	Iteration 55Q: 3 clusters Score -7607662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7607676.000000 Penalty: 3560.439941
	Iteration 56Q: 3 clusters Score -7607676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7607701.000000 Penalty: 3560.439941
	Iteration 57Q: 3 clusters Score -7607701 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7607765.500000 Penalty: 3560.439941
	Iteration 58Q: 3 clusters Score -7607766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7607804.500000 Penalty: 3560.439941
	Iteration 59Q: 3 clusters Score -7607804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7607847.000000 Penalty: 3560.439941
	Iteration 60F: 3 clusters Score -7607847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7607878.000000 Penalty: 3560.439941
	Iteration 61Q: 3 clusters Score -7607878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -7607902.500000 Penalty: 3560.439941
	Iteration 62Q: 3 clusters Score -7607902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7607914.000000 Penalty: 3560.439941
	Iteration 63Q: 3 clusters Score -7607914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7607941.500000 Penalty: 3560.439941
	Iteration 64Q: 3 clusters Score -7607942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7607975.000000 Penalty: 3560.439941
	Iteration 65Q: 3 clusters Score -7607975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7607999.000000 Penalty: 3560.439941
	Iteration 66Q: 3 clusters Score -7607999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7608031.000000 Penalty: 3560.439941
	Iteration 67Q: 3 clusters Score -7608031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7608061.000000 Penalty: 3560.439941
	Iteration 68Q: 3 clusters Score -7608061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7608068.000000 Penalty: 3560.439941
	Iteration 69Q: 3 clusters Score -7608068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7608087.000000 Penalty: 3560.439941
	Iteration 70Q: 3 clusters Score -7608087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7608103.500000 Penalty: 3560.439941
	Iteration 71Q: 3 clusters Score -7608104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7608141.500000 Penalty: 3560.439941
	Iteration 72Q: 3 clusters Score -7608142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7608140.000000 Penalty: 3560.439941
	Iteration 73Q: 3 clusters Score -7608140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7608139.000000 Penalty: 3560.439941
	Iteration 74Q: 3 clusters Score -7608139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7608156.500000 Penalty: 3560.439941
	Iteration 75Q: 3 clusters Score -7608156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7608147.000000 Penalty: 3560.439941
	Iteration 76Q: 3 clusters Score -7608147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7608137.000000 Penalty: 3560.439941
	Iteration 77Q: 3 clusters Score -7608137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7608163.000000 Penalty: 3560.439941
	Iteration 78Q: 3 clusters Score -7608163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7608167.000000 Penalty: 3560.439941
	Iteration 79Q: 3 clusters Score -7608167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7608186.000000 Penalty: 3560.439941
	Iteration 80F: 3 clusters Score -7608186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7608175.500000 Penalty: 3560.439941
	Iteration 81Q: 3 clusters Score -7608176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7608190.500000 Penalty: 3560.439941
	Iteration 82Q: 3 clusters Score -7608190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7608189.000000 Penalty: 3560.439941
	Iteration 83Q: 3 clusters Score -7608189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7608198.000000 Penalty: 3560.439941
	Iteration 84Q: 3 clusters Score -7608198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7608213.500000 Penalty: 3560.439941
	Iteration 85Q: 3 clusters Score -7608214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7608225.500000 Penalty: 3560.439941
	Iteration 86Q: 3 clusters Score -7608226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7608223.500000 Penalty: 3560.439941
	Iteration 87Q: 3 clusters Score -7608224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7608231.500000 Penalty: 3560.439941
	Iteration 88Q: 3 clusters Score -7608232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7608234.000000 Penalty: 3560.439941
	Iteration 89Q: 3 clusters Score -7608234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7608241.500000 Penalty: 3560.439941
	Iteration 90Q: 3 clusters Score -7608242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7608240.500000 Penalty: 3560.439941
	Iteration 91Q: 3 clusters Score -7608240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7608232.000000 Penalty: 3560.439941
	Iteration 92Q: 3 clusters Score -7608232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7608234.000000 Penalty: 3560.439941
	Iteration 93Q: 3 clusters Score -7608234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7608247.000000 Penalty: 3560.439941
	Iteration 94Q: 3 clusters Score -7608247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7608242.000000 Penalty: 3560.439941
	Iteration 95Q: 3 clusters Score -7608242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7608247.500000 Penalty: 3560.439941
	Iteration 96Q: 3 clusters Score -7608248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7608254.000000 Penalty: 3560.439941
	Iteration 97Q: 3 clusters Score -7608254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7608260.500000 Penalty: 3560.439941
	Iteration 98Q: 3 clusters Score -7608260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7608261.500000 Penalty: 3560.439941
	Iteration 99Q: 3 clusters Score -7608262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7608261.500000 Penalty: 3560.439941
	Iteration 100F: 3 clusters Score -7608262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7608262.000000 Penalty: 3560.439941
	Iteration 101Q: 3 clusters Score -7608262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7608261.500000 Penalty: 3560.439941
	Iteration 102Q: 3 clusters Score -7608262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7608260.500000 Penalty: 3560.439941
	Iteration 103Q: 3 clusters Score -7608260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7608256.000000 Penalty: 3560.439941
	Iteration 104Q: 3 clusters Score -7608256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7608257.000000 Penalty: 3560.439941
	Iteration 105Q: 3 clusters Score -7608257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7608256.000000 Penalty: 3560.439941
	Iteration 106Q: 3 clusters Score -7608256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7608261.000000 Penalty: 3560.439941
	Iteration 107Q: 3 clusters Score -7608261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7608265.500000 Penalty: 3560.439941
	Iteration 108Q: 3 clusters Score -7608266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7608266.500000 Penalty: 3560.439941
	Iteration 109Q: 3 clusters Score -7608266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7608267.000000 Penalty: 3560.439941
	Iteration 110Q: 3 clusters Score -7608267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7608270.000000 Penalty: 3560.439941
	Iteration 111Q: 3 clusters Score -7608270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7608269.500000 Penalty: 3560.439941
	Iteration 112Q: 3 clusters Score -7608270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7608274.500000 Penalty: 3560.439941
	Iteration 113Q: 3 clusters Score -7608274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7608273.000000 Penalty: 3560.439941
	Iteration 114Q: 3 clusters Score -7608273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7608281.500000 Penalty: 3560.439941
	Iteration 115Q: 3 clusters Score -7608282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7608285.000000 Penalty: 3560.439941
	Iteration 116Q: 3 clusters Score -7608285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7608284.000000 Penalty: 3560.439941
	Iteration 117Q: 3 clusters Score -7608284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7608284.500000 Penalty: 3560.439941
	Iteration 118Q: 3 clusters Score -7608284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7608284.000000 Penalty: 3560.439941
	Iteration 119Q: 3 clusters Score -7608284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7608297.000000 Penalty: 3560.439941
	Iteration 120F: 3 clusters Score -7608297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7608305.000000 Penalty: 3560.439941
	Iteration 121Q: 3 clusters Score -7608305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7608302.000000 Penalty: 3560.439941
	Iteration 122Q: 3 clusters Score -7608302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7608305.500000 Penalty: 3560.439941
	Iteration 123Q: 3 clusters Score -7608306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7608314.000000 Penalty: 3560.439941
	Iteration 124Q: 3 clusters Score -7608314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7608320.000000 Penalty: 3560.439941
	Iteration 125Q: 3 clusters Score -7608320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7608320.000000 Penalty: 3560.439941
	Iteration 126Q: 3 clusters Score -7608320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7608336.500000 Penalty: 3560.439941
	Iteration 127Q: 3 clusters Score -7608336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7608344.500000 Penalty: 3560.439941
	Iteration 128Q: 3 clusters Score -7608344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7608339.500000 Penalty: 3560.439941
	Iteration 129Q: 3 clusters Score -7608340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7608336.500000 Penalty: 3560.439941
	Iteration 130Q: 3 clusters Score -7608336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7608346.500000 Penalty: 3560.439941
	Iteration 131Q: 3 clusters Score -7608346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7608337.500000 Penalty: 3560.439941
	Iteration 132Q: 3 clusters Score -7608338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7608340.500000 Penalty: 3560.439941
	Iteration 133Q: 3 clusters Score -7608340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7608342.500000 Penalty: 3560.439941
	Iteration 134Q: 3 clusters Score -7608342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7608342.500000 Penalty: 3560.439941
	Iteration 135Q: 3 clusters Score -7608342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7608342.500000 Penalty: 3560.439941
	Iteration 136F: 3 clusters Score -7608342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -241810.171875 Penalty: 1201.305298
	Iteration 0F: 2 clusters Score -241810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240025.218750 Penalty: 2402.610596
	Iteration 0F: 3 clusters Score -240025.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -240558.546875 Penalty: 2402.610596
	Iteration 1F: 3 clusters Score -240558.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -240717.640625 Penalty: 2402.610596
	Iteration 2F: 3 clusters Score -240717.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -240811.609375 Penalty: 2402.610596
	Iteration 3F: 3 clusters Score -240811.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -240893.218750 Penalty: 2402.610596
	Iteration 4Q: 3 clusters Score -240893.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240967.656250 Penalty: 2402.610596
	Iteration 5Q: 3 clusters Score -240967.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241013.437500 Penalty: 2402.610596
	Iteration 6Q: 3 clusters Score -241013.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241046.093750 Penalty: 2402.610596
	Iteration 7Q: 3 clusters Score -241046.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -241075.515625 Penalty: 2402.610596
	Iteration 8Q: 3 clusters Score -241075.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241100.453125 Penalty: 2402.610596
	Iteration 9Q: 3 clusters Score -241100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241142.312500 Penalty: 2402.610596
	Iteration 10Q: 3 clusters Score -241142.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241175.375000 Penalty: 2402.610596
	Iteration 11Q: 3 clusters Score -241175.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241216.859375 Penalty: 2402.610596
	Iteration 12Q: 3 clusters Score -241216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241252.406250 Penalty: 2402.610596
	Iteration 13Q: 3 clusters Score -241252.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241279.625000 Penalty: 2402.610596
	Iteration 14Q: 3 clusters Score -241279.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241305.218750 Penalty: 2402.610596
	Iteration 15Q: 3 clusters Score -241305.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241341.359375 Penalty: 2402.610596
	Iteration 16Q: 3 clusters Score -241341.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241368.640625 Penalty: 2402.610596
	Iteration 17Q: 3 clusters Score -241368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241396.046875 Penalty: 2402.610596
	Iteration 18Q: 3 clusters Score -241396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241417.125000 Penalty: 2402.610596
	Iteration 19Q: 3 clusters Score -241417.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241442.796875 Penalty: 2402.610596
	Iteration 20F: 3 clusters Score -241442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241469.000000 Penalty: 2402.610596
	Iteration 21Q: 3 clusters Score -241469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241507.781250 Penalty: 2402.610596
	Iteration 22Q: 3 clusters Score -241507.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241527.625000 Penalty: 2402.610596
	Iteration 23Q: 3 clusters Score -241527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241537.562500 Penalty: 2402.610596
	Iteration 24Q: 3 clusters Score -241537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241543.859375 Penalty: 2402.610596
	Iteration 25Q: 3 clusters Score -241543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241548.421875 Penalty: 2402.610596
	Iteration 26Q: 3 clusters Score -241548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -241551.593750 Penalty: 2402.610596
	Iteration 27Q: 3 clusters Score -241551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241555.031250 Penalty: 2402.610596
	Iteration 28Q: 3 clusters Score -241555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241556.390625 Penalty: 2402.610596
	Iteration 29Q: 3 clusters Score -241556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241557.750000 Penalty: 2402.610596
	Iteration 30Q: 3 clusters Score -241557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241557.671875 Penalty: 2402.610596
	Iteration 31Q: 3 clusters Score -241557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241558.359375 Penalty: 2402.610596
	Iteration 32Q: 3 clusters Score -241558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241558.875000 Penalty: 2402.610596
	Iteration 33Q: 3 clusters Score -241558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241558.875000 Penalty: 2402.610596
	Iteration 34F: 3 clusters Score -241558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -101516.054688 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -101516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100210.781250 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -100210.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100437.171875 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -100437.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100515.265625 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -100515.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100560.765625 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -100560.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100608.734375 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -100608.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100655.835938 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -100655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100698.179688 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -100698.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100798.828125 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -100798.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100934.835938 Penalty: 2181.315674
	Iteration 8F: 3 clusters Score -100934.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101021.257812 Penalty: 2181.315674
	Iteration 9F: 3 clusters Score -101021.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101084.976562 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -101085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101110.812500 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -101110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101117.742188 Penalty: 2181.315674
	Iteration 12Q: 3 clusters Score -101117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101118.781250 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -101118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101124.335938 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -101124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101135.781250 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -101135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101145.023438 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -101145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101145.593750 Penalty: 2181.315674
	Iteration 17Q: 3 clusters Score -101145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101145.593750 Penalty: 2181.315674
	Iteration 18F: 3 clusters Score -101145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Entering Unmasked Estep 
Score: -7444176.000000 Penalty: 1776.824097
	Iteration 0F: 2 clusters Score -7444176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7408791.000000 Penalty: 3553.648193
	Iteration 0F: 3 clusters Score -7408791 nChanged 26602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -7424393.500000 Penalty: 3553.648193
	Iteration 1F: 3 clusters Score -7424394 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -7425235.500000 Penalty: 3553.648193
	Iteration 2Q: 3 clusters Score -7425236 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -7426307.500000 Penalty: 3553.648193
	Iteration 3Q: 3 clusters Score -7426308 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -7427905.500000 Penalty: 3553.648193
	Iteration 4F: 3 clusters Score -7427906 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -7430054.500000 Penalty: 3553.648193
	Iteration 5F: 3 clusters Score -7430054 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -7432502.000000 Penalty: 3553.648193
	Iteration 6F: 3 clusters Score -7432502 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -7434698.000000 Penalty: 3553.648193
	Iteration 7F: 3 clusters Score -7434698 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -7436686.000000 Penalty: 3553.648193
	Iteration 8F: 3 clusters Score -7436686 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -7438008.500000 Penalty: 3553.648193
	Iteration 9Q: 3 clusters Score -7438008 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -7438997.500000 Penalty: 3553.648193
	Iteration 10Q: 3 clusters Score -7438998 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -7439691.000000 Penalty: 3553.648193
	Iteration 11Q: 3 clusters Score -7439691 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -7440138.500000 Penalty: 3553.648193
	Iteration 12Q: 3 clusters Score -7440138 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -7440462.000000 Penalty: 3553.648193
	Iteration 13Q: 3 clusters Score -7440462 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -7440768.500000 Penalty: 3553.648193
	Iteration 14Q: 3 clusters Score -7440768 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7441064.500000 Penalty: 3553.648193
	Iteration 15Q: 3 clusters Score -7441064 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7441254.000000 Penalty: 3553.648193
	Iteration 16Q: 3 clusters Score -7441254 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7441432.000000 Penalty: 3553.648193
	Iteration 17Q: 3 clusters Score -7441432 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7441653.000000 Penalty: 3553.648193
	Iteration 18Q: 3 clusters Score -7441653 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7441789.500000 Penalty: 3553.648193
	Iteration 19Q: 3 clusters Score -7441790 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7441919.000000 Penalty: 3553.648193
	Iteration 20F: 3 clusters Score -7441919 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7442021.500000 Penalty: 3553.648193
	Iteration 21Q: 3 clusters Score -7442022 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7442116.000000 Penalty: 3553.648193
	Iteration 22Q: 3 clusters Score -7442116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7442220.500000 Penalty: 3553.648193
	Iteration 23Q: 3 clusters Score -7442220 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7442233.000000 Penalty: 3553.648193
	Iteration 24Q: 3 clusters Score -7442233 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7442272.000000 Penalty: 3553.648193
	Iteration 25Q: 3 clusters Score -7442272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7442310.500000 Penalty: 3553.648193
	Iteration 26Q: 3 clusters Score -7442310 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7442322.000000 Penalty: 3553.648193
	Iteration 27Q: 3 clusters Score -7442322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7442389.500000 Penalty: 3553.648193
	Iteration 28Q: 3 clusters Score -7442390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7442434.500000 Penalty: 3553.648193
	Iteration 29Q: 3 clusters Score -7442434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7442459.000000 Penalty: 3553.648193
	Iteration 30Q: 3 clusters Score -7442459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7442498.500000 Penalty: 3553.648193
	Iteration 31Q: 3 clusters Score -7442498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7442515.500000 Penalty: 3553.648193
	Iteration 32Q: 3 clusters Score -7442516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7442532.000000 Penalty: 3553.648193
	Iteration 33Q: 3 clusters Score -7442532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7442546.000000 Penalty: 3553.648193
	Iteration 34Q: 3 clusters Score -7442546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7442570.500000 Penalty: 3553.648193
	Iteration 35Q: 3 clusters Score -7442570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7442590.500000 Penalty: 3553.648193
	Iteration 36Q: 3 clusters Score -7442590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7442605.500000 Penalty: 3553.648193
	Iteration 37Q: 3 clusters Score -7442606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7442631.500000 Penalty: 3553.648193
	Iteration 38Q: 3 clusters Score -7442632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7442646.500000 Penalty: 3553.648193
	Iteration 39Q: 3 clusters Score -7442646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7442640.500000 Penalty: 3553.648193
	Iteration 40F: 3 clusters Score -7442640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7442650.000000 Penalty: 3553.648193
	Iteration 41Q: 3 clusters Score -7442650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7442666.000000 Penalty: 3553.648193
	Iteration 42Q: 3 clusters Score -7442666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7442667.500000 Penalty: 3553.648193
	Iteration 43Q: 3 clusters Score -7442668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7442680.500000 Penalty: 3553.648193
	Iteration 44Q: 3 clusters Score -7442680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7442696.500000 Penalty: 3553.648193
	Iteration 45Q: 3 clusters Score -7442696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7442685.000000 Penalty: 3553.648193
	Iteration 46Q: 3 clusters Score -7442685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7442700.000000 Penalty: 3553.648193
	Iteration 47Q: 3 clusters Score -7442700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7442722.000000 Penalty: 3553.648193
	Iteration 48Q: 3 clusters Score -7442722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7442719.000000 Penalty: 3553.648193
	Iteration 49Q: 3 clusters Score -7442719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7442731.500000 Penalty: 3553.648193
	Iteration 50Q: 3 clusters Score -7442732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7442719.000000 Penalty: 3553.648193
	Iteration 51Q: 3 clusters Score -7442719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7442721.000000 Penalty: 3553.648193
	Iteration 52Q: 3 clusters Score -7442721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7442714.000000 Penalty: 3553.648193
	Iteration 53Q: 3 clusters Score -7442714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7442726.500000 Penalty: 3553.648193
	Iteration 54Q: 3 clusters Score -7442726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7442717.000000 Penalty: 3553.648193
	Iteration 55Q: 3 clusters Score -7442717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7442725.500000 Penalty: 3553.648193
	Iteration 56Q: 3 clusters Score -7442726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7442732.500000 Penalty: 3553.648193
	Iteration 57Q: 3 clusters Score -7442732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7442730.000000 Penalty: 3553.648193
	Iteration 58Q: 3 clusters Score -7442730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7442728.500000 Penalty: 3553.648193
	Iteration 59Q: 3 clusters Score -7442728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7442731.000000 Penalty: 3553.648193
	Iteration 60F: 3 clusters Score -7442731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -782570.937500 Penalty: 1418.132324
	Iteration 0F: 2 clusters Score -782570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -777877.125000 Penalty: 2836.264648
	Iteration 0F: 3 clusters Score -777877.1 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -779389.125000 Penalty: 2836.264648
	Iteration 1F: 3 clusters Score -779389.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -779734.562500 Penalty: 2836.264648
	Iteration 2F: 3 clusters Score -779734.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -779991.500000 Penalty: 2836.264648
	Iteration 3F: 3 clusters Score -779991.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -780273.625000 Penalty: 2836.264648
	Iteration 4F: 3 clusters Score -780273.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -780573.500000 Penalty: 2836.264648
	Iteration 5F: 3 clusters Score -780573.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -780893.312500 Penalty: 2836.264648
	Iteration 6F: 3 clusters Score -780893.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -781255.500000 Penalty: 2836.264648
	Iteration 7F: 3 clusters Score -781255.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -781615.937500 Penalty: 2836.264648
	Iteration 8F: 3 clusters Score -781615.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -781861.062500 Penalty: 2836.264648
	Iteration 9Q: 3 clusters Score -781861.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -781989.437500 Penalty: 2836.264648
	Iteration 10Q: 3 clusters Score -781989.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -782047.062500 Penalty: 2836.264648
	Iteration 11Q: 3 clusters Score -782047.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -782083.687500 Penalty: 2836.264648
	Iteration 12Q: 3 clusters Score -782083.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -782106.125000 Penalty: 2836.264648
	Iteration 13Q: 3 clusters Score -782106.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -782123.375000 Penalty: 2836.264648
	Iteration 14Q: 3 clusters Score -782123.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -782137.312500 Penalty: 2836.264648
	Iteration 15Q: 3 clusters Score -782137.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -782145.187500 Penalty: 2836.264648
	Iteration 16Q: 3 clusters Score -782145.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -782153.312500 Penalty: 2836.264648
	Iteration 17Q: 3 clusters Score -782153.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -782161.125000 Penalty: 2836.264648
	Iteration 18Q: 3 clusters Score -782161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -782166.000000 Penalty: 2836.264648
	Iteration 19Q: 3 clusters Score -782166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -782169.562500 Penalty: 2836.264648
	Iteration 20F: 3 clusters Score -782169.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -782170.187500 Penalty: 2836.264648
	Iteration 21Q: 3 clusters Score -782170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -782170.000000 Penalty: 2836.264648
	Iteration 22Q: 3 clusters Score -782170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -782172.187500 Penalty: 2836.264648
	Iteration 23Q: 3 clusters Score -782172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -782171.625000 Penalty: 2836.264648
	Iteration 24Q: 3 clusters Score -782171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -782171.625000 Penalty: 2836.264648
	Iteration 25F: 3 clusters Score -782171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -650150.875000 Penalty: 1384.108887
	Iteration 0F: 2 clusters Score -650150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -646207.250000 Penalty: 2768.217773
	Iteration 0F: 3 clusters Score -646207.2 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -647401.562500 Penalty: 2768.217773
	Iteration 1F: 3 clusters Score -647401.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -647713.875000 Penalty: 2768.217773
	Iteration 2F: 3 clusters Score -647713.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -648015.000000 Penalty: 2768.217773
	Iteration 3F: 3 clusters Score -648015 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -648306.812500 Penalty: 2768.217773
	Iteration 4F: 3 clusters Score -648306.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -648542.937500 Penalty: 2768.217773
	Iteration 5F: 3 clusters Score -648542.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -648717.750000 Penalty: 2768.217773
	Iteration 6F: 3 clusters Score -648717.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -648827.687500 Penalty: 2768.217773
	Iteration 7Q: 3 clusters Score -648827.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -648906.062500 Penalty: 2768.217773
	Iteration 8Q: 3 clusters Score -648906.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -648957.750000 Penalty: 2768.217773
	Iteration 9Q: 3 clusters Score -648957.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -648987.937500 Penalty: 2768.217773
	Iteration 10Q: 3 clusters Score -648987.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -648999.187500 Penalty: 2768.217773
	Iteration 11Q: 3 clusters Score -648999.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -649011.437500 Penalty: 2768.217773
	Iteration 12Q: 3 clusters Score -649011.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -649018.875000 Penalty: 2768.217773
	Iteration 13Q: 3 clusters Score -649018.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -649026.562500 Penalty: 2768.217773
	Iteration 14Q: 3 clusters Score -649026.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -649031.375000 Penalty: 2768.217773
	Iteration 15Q: 3 clusters Score -649031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -649038.312500 Penalty: 2768.217773
	Iteration 16Q: 3 clusters Score -649038.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -649046.000000 Penalty: 2768.217773
	Iteration 17Q: 3 clusters Score -649046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -649049.437500 Penalty: 2768.217773
	Iteration 18Q: 3 clusters Score -649049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -649051.062500 Penalty: 2768.217773
	Iteration 19Q: 3 clusters Score -649051.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -649054.062500 Penalty: 2768.217773
	Iteration 20F: 3 clusters Score -649054.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -649060.750000 Penalty: 2768.217773
	Iteration 21Q: 3 clusters Score -649060.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -649063.187500 Penalty: 2768.217773
	Iteration 22Q: 3 clusters Score -649063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -649065.312500 Penalty: 2768.217773
	Iteration 23Q: 3 clusters Score -649065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -649065.625000 Penalty: 2768.217773
	Iteration 24Q: 3 clusters Score -649065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -649068.687500 Penalty: 2768.217773
	Iteration 25Q: 3 clusters Score -649068.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -649072.000000 Penalty: 2768.217773
	Iteration 26Q: 3 clusters Score -649072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -649077.875000 Penalty: 2768.217773
	Iteration 27Q: 3 clusters Score -649077.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -649081.750000 Penalty: 2768.217773
	Iteration 28Q: 3 clusters Score -649081.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -649085.375000 Penalty: 2768.217773
	Iteration 29Q: 3 clusters Score -649085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -649087.562500 Penalty: 2768.217773
	Iteration 30Q: 3 clusters Score -649087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -649089.875000 Penalty: 2768.217773
	Iteration 31Q: 3 clusters Score -649089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -649094.750000 Penalty: 2768.217773
	Iteration 32Q: 3 clusters Score -649094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -649099.875000 Penalty: 2768.217773
	Iteration 33Q: 3 clusters Score -649099.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -649110.562500 Penalty: 2768.217773
	Iteration 34Q: 3 clusters Score -649110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -649117.062500 Penalty: 2768.217773
	Iteration 35Q: 3 clusters Score -649117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -649120.812500 Penalty: 2768.217773
	Iteration 36Q: 3 clusters Score -649120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -649125.250000 Penalty: 2768.217773
	Iteration 37Q: 3 clusters Score -649125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -649130.375000 Penalty: 2768.217773
	Iteration 38Q: 3 clusters Score -649130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -649135.812500 Penalty: 2768.217773
	Iteration 39Q: 3 clusters Score -649135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -649140.062500 Penalty: 2768.217773
	Iteration 40F: 3 clusters Score -649140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -649140.937500 Penalty: 2768.217773
	Iteration 41Q: 3 clusters Score -649140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -649146.125000 Penalty: 2768.217773
	Iteration 42Q: 3 clusters Score -649146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -649148.875000 Penalty: 2768.217773
	Iteration 43Q: 3 clusters Score -649148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -649151.250000 Penalty: 2768.217773
	Iteration 44Q: 3 clusters Score -649151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -649152.437500 Penalty: 2768.217773
	Iteration 45Q: 3 clusters Score -649152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -649153.875000 Penalty: 2768.217773
	Iteration 46Q: 3 clusters Score -649153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -649156.000000 Penalty: 2768.217773
	Iteration 47Q: 3 clusters Score -649156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -649157.812500 Penalty: 2768.217773
	Iteration 48Q: 3 clusters Score -649157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -649159.500000 Penalty: 2768.217773
	Iteration 49Q: 3 clusters Score -649159.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -649160.937500 Penalty: 2768.217773
	Iteration 50Q: 3 clusters Score -649160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -649161.125000 Penalty: 2768.217773
	Iteration 51Q: 3 clusters Score -649161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -649160.937500 Penalty: 2768.217773
	Iteration 52Q: 3 clusters Score -649160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -649161.312500 Penalty: 2768.217773
	Iteration 53Q: 3 clusters Score -649161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -649163.687500 Penalty: 2768.217773
	Iteration 54Q: 3 clusters Score -649163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -649162.250000 Penalty: 2768.217773
	Iteration 55Q: 3 clusters Score -649162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -649163.000000 Penalty: 2768.217773
	Iteration 56Q: 3 clusters Score -649163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -649162.750000 Penalty: 2768.217773
	Iteration 57Q: 3 clusters Score -649162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -649164.000000 Penalty: 2768.217773
	Iteration 58Q: 3 clusters Score -649164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -649165.187500 Penalty: 2768.217773
	Iteration 59Q: 3 clusters Score -649165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -649165.562500 Penalty: 2768.217773
	Iteration 60F: 3 clusters Score -649165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -649165.875000 Penalty: 2768.217773
	Iteration 61Q: 3 clusters Score -649165.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -649165.875000 Penalty: 2768.217773
	Iteration 62F: 3 clusters Score -649165.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20202.994141 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -20202.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19383.580078 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -19383.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19621.015625 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -19621.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19705.886719 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -19705.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19984.876953 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -19984.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20222.089844 Penalty: 1885.688477
	Iteration 4F: 3 clusters Score -20222.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20396.591797 Penalty: 1885.688477
	Iteration 5F: 3 clusters Score -20396.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20432.753906 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -20432.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20473.460938 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -20473.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20480.419922 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -20480.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20485.126953 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -20485.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20488.378906 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -20488.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20488.378906 Penalty: 1885.688477
	Iteration 11F: 3 clusters Score -20488.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 52881 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57251 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 156 members 
Mstep: Class 12 contains 60703 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86674 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27489 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -85939872.000000 Penalty: 95829.117188
Splitting cluster 11 changes total score from -85940536.000000 to -85939872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (60703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Entering Unmasked Estep 
Score: -8128564.000000 Penalty: 1789.734131
	Iteration 0F: 2 clusters Score -8128564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8091796.500000 Penalty: 3579.468262
	Iteration 0F: 3 clusters Score -8091796 nChanged 28655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -8108672.000000 Penalty: 3579.468262
	Iteration 1F: 3 clusters Score -8108672 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -8109716.500000 Penalty: 3579.468262
	Iteration 2Q: 3 clusters Score -8109716 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8111387.000000 Penalty: 3579.468262
	Iteration 3F: 3 clusters Score -8111387 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -8114005.500000 Penalty: 3579.468262
	Iteration 4F: 3 clusters Score -8114006 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -8117906.500000 Penalty: 3579.468262
	Iteration 5F: 3 clusters Score -8117906 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8122069.000000 Penalty: 3579.468262
	Iteration 6F: 3 clusters Score -8122069 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -8124933.000000 Penalty: 3579.468262
	Iteration 7F: 3 clusters Score -8124933 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8126310.500000 Penalty: 3579.468262
	Iteration 8Q: 3 clusters Score -8126310 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8126849.500000 Penalty: 3579.468262
	Iteration 9Q: 3 clusters Score -8126850 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8126992.500000 Penalty: 3579.468262
	Iteration 10Q: 3 clusters Score -8126992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8127060.000000 Penalty: 3579.468262
	Iteration 11Q: 3 clusters Score -8127060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8127090.500000 Penalty: 3579.468262
	Iteration 12Q: 3 clusters Score -8127090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8127130.000000 Penalty: 3579.468262
	Iteration 13Q: 3 clusters Score -8127130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8127147.000000 Penalty: 3579.468262
	Iteration 14Q: 3 clusters Score -8127147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8127156.500000 Penalty: 3579.468262
	Iteration 15Q: 3 clusters Score -8127156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8127160.500000 Penalty: 3579.468262
	Iteration 16Q: 3 clusters Score -8127160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8127180.500000 Penalty: 3579.468262
	Iteration 17Q: 3 clusters Score -8127180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8127184.500000 Penalty: 3579.468262
	Iteration 18Q: 3 clusters Score -8127184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8127185.000000 Penalty: 3579.468262
	Iteration 19Q: 3 clusters Score -8127185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8127200.000000 Penalty: 3579.468262
	Iteration 20F: 3 clusters Score -8127200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8127201.500000 Penalty: 3579.468262
	Iteration 21Q: 3 clusters Score -8127202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8127198.000000 Penalty: 3579.468262
	Iteration 22Q: 3 clusters Score -8127198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8127197.500000 Penalty: 3579.468262
	Iteration 23Q: 3 clusters Score -8127198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8127206.500000 Penalty: 3579.468262
	Iteration 24Q: 3 clusters Score -8127206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8127206.000000 Penalty: 3579.468262
	Iteration 25Q: 3 clusters Score -8127206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8127206.000000 Penalty: 3579.468262
	Iteration 26F: 3 clusters Score -8127206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51475.761719 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51475.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50648.765625 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50648.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51012.468750 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -51012.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51160.746094 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -51160.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51287.679688 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -51287.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51386.035156 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -51386.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51444.304688 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -51444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51474.953125 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51474.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51480.910156 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51480.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51484.027344 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51484.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51484.027344 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -51484.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 52881 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57251 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60703 members 
Mstep: Class 13 contains 140 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86674 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27489 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 231 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -85939624.000000 Penalty: 95829.117188
Splitting cluster 13 changes total score from -85940536.000000 to -85939624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -55952.000000 Penalty: 1031.735107
	Iteration 0F: 2 clusters Score -55952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54883.402344 Penalty: 2063.470215
	Iteration 0F: 3 clusters Score -54883.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55186.695312 Penalty: 2063.470215
	Iteration 1F: 3 clusters Score -55186.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55416.371094 Penalty: 2063.470215
	Iteration 2F: 3 clusters Score -55416.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55529.359375 Penalty: 2063.470215
	Iteration 3F: 3 clusters Score -55529.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55617.398438 Penalty: 2063.470215
	Iteration 4Q: 3 clusters Score -55617.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55661.632812 Penalty: 2063.470215
	Iteration 5Q: 3 clusters Score -55661.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55682.289062 Penalty: 2063.470215
	Iteration 6Q: 3 clusters Score -55682.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55696.726562 Penalty: 2063.470215
	Iteration 7Q: 3 clusters Score -55696.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55704.480469 Penalty: 2063.470215
	Iteration 8Q: 3 clusters Score -55704.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55707.320312 Penalty: 2063.470215
	Iteration 9Q: 3 clusters Score -55707.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55707.320312 Penalty: 2063.470215
	Iteration 10F: 3 clusters Score -55707.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Entering Unmasked Estep 
Score: -2231291.750000 Penalty: 1584.581055
	Iteration 0F: 2 clusters Score -2231292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2219397.250000 Penalty: 3169.162109
	Iteration 0F: 3 clusters Score -2219397 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2223620.750000 Penalty: 3169.162109
	Iteration 1F: 3 clusters Score -2223621 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2223970.000000 Penalty: 3169.162109
	Iteration 2F: 3 clusters Score -2223970 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2224269.500000 Penalty: 3169.162109
	Iteration 3Q: 3 clusters Score -2224270 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2224567.750000 Penalty: 3169.162109
	Iteration 4Q: 3 clusters Score -2224568 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2224975.500000 Penalty: 3169.162109
	Iteration 5Q: 3 clusters Score -2224976 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2225481.000000 Penalty: 3169.162109
	Iteration 6F: 3 clusters Score -2225481 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2226090.250000 Penalty: 3169.162109
	Iteration 7F: 3 clusters Score -2226090 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2226793.500000 Penalty: 3169.162109
	Iteration 8F: 3 clusters Score -2226794 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2227569.000000 Penalty: 3169.162109
	Iteration 9F: 3 clusters Score -2227569 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2228320.750000 Penalty: 3169.162109
	Iteration 10F: 3 clusters Score -2228321 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2228895.000000 Penalty: 3169.162109
	Iteration 11Q: 3 clusters Score -2228895 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2229328.000000 Penalty: 3169.162109
	Iteration 12Q: 3 clusters Score -2229328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2229555.750000 Penalty: 3169.162109
	Iteration 13Q: 3 clusters Score -2229556 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2229685.250000 Penalty: 3169.162109
	Iteration 14Q: 3 clusters Score -2229685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2229756.500000 Penalty: 3169.162109
	Iteration 15Q: 3 clusters Score -2229756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2229814.000000 Penalty: 3169.162109
	Iteration 16Q: 3 clusters Score -2229814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2229853.750000 Penalty: 3169.162109
	Iteration 17Q: 3 clusters Score -2229854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2229864.000000 Penalty: 3169.162109
	Iteration 18Q: 3 clusters Score -2229864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2229870.250000 Penalty: 3169.162109
	Iteration 19Q: 3 clusters Score -2229870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2229885.000000 Penalty: 3169.162109
	Iteration 20F: 3 clusters Score -2229885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2229897.250000 Penalty: 3169.162109
	Iteration 21Q: 3 clusters Score -2229897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2229916.000000 Penalty: 3169.162109
	Iteration 22Q: 3 clusters Score -2229916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2229927.250000 Penalty: 3169.162109
	Iteration 23Q: 3 clusters Score -2229927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2229929.000000 Penalty: 3169.162109
	Iteration 24Q: 3 clusters Score -2229929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2229933.000000 Penalty: 3169.162109
	Iteration 25Q: 3 clusters Score -2229933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2229937.500000 Penalty: 3169.162109
	Iteration 26Q: 3 clusters Score -2229938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2229944.750000 Penalty: 3169.162109
	Iteration 27Q: 3 clusters Score -2229945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2229944.750000 Penalty: 3169.162109
	Iteration 28F: 3 clusters Score -2229945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -33714.003906 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -33714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32837.980469 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -32837.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32998.558594 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -32998.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33112.300781 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -33112.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33176.175781 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -33176.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33249.183594 Penalty: 1849.366821
	Iteration 4F: 3 clusters Score -33249.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -33305.132812 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -33305.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33340.683594 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -33340.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33363.632812 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -33363.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33374.824219 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -33374.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33389.050781 Penalty: 1849.366821
	Iteration 9Q: 3 clusters Score -33389.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33389.050781 Penalty: 1849.366821
	Iteration 10F: 3 clusters Score -33389.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -221873.390625 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221873.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222292.921875 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222292.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -222621.546875 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222621.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -222929.515625 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222929.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223150.453125 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -223150.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -223322.968750 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -223323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223420.593750 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223420.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223472.109375 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -223472.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -223528.109375 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223528.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223554.250000 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223570.468750 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223577.171875 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223577.890625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223578.656250 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223578.656250 Penalty: 2356.456543
	Iteration 14F: 3 clusters Score -223578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Entering Unmasked Estep 
Score: -8348995.000000 Penalty: 1796.040161
	Iteration 0F: 2 clusters Score -8348995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -8308288.000000 Penalty: 3592.080322
	Iteration 0F: 3 clusters Score -8308288 nChanged 29918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8325228.500000 Penalty: 3592.080322
	Iteration 1F: 3 clusters Score -8325228 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8326212.000000 Penalty: 3592.080322
	Iteration 2Q: 3 clusters Score -8326212 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -8327561.000000 Penalty: 3592.080322
	Iteration 3Q: 3 clusters Score -8327561 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -8329962.000000 Penalty: 3592.080322
	Iteration 4F: 3 clusters Score -8329962 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8333830.000000 Penalty: 3592.080322
	Iteration 5F: 3 clusters Score -8333830 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8338742.500000 Penalty: 3592.080322
	Iteration 6F: 3 clusters Score -8338742 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -8343162.500000 Penalty: 3592.080322
	Iteration 7F: 3 clusters Score -8343162 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -8346085.000000 Penalty: 3592.080322
	Iteration 8F: 3 clusters Score -8346085 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -8347446.500000 Penalty: 3592.080322
	Iteration 9Q: 3 clusters Score -8347446 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -8348049.500000 Penalty: 3592.080322
	Iteration 10Q: 3 clusters Score -8348050 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -8348444.500000 Penalty: 3592.080322
	Iteration 11Q: 3 clusters Score -8348444 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -8348650.500000 Penalty: 3592.080322
	Iteration 12Q: 3 clusters Score -8348650 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -8348862.500000 Penalty: 3592.080322
	Iteration 13Q: 3 clusters Score -8348862 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -8348967.500000 Penalty: 3592.080322
	Iteration 14Q: 3 clusters Score -8348968 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -8349058.500000 Penalty: 3592.080322
	Iteration 15Q: 3 clusters Score -8349058 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -8349099.500000 Penalty: 3592.080322
	Iteration 16Q: 3 clusters Score -8349100 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -8349103.000000 Penalty: 3592.080322
	Iteration 17Q: 3 clusters Score -8349103 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -8349095.000000 Penalty: 3592.080322
	Iteration 18Q: 3 clusters Score -8349095 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8349046.000000 Penalty: 3592.080322
	Iteration 19Q: 3 clusters Score -8349046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -8349018.500000 Penalty: 3592.080322
	Iteration 20F: 3 clusters Score -8349018 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -8349016.500000 Penalty: 3592.080322
	Iteration 21Q: 3 clusters Score -8349016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -8348988.000000 Penalty: 3592.080322
	Iteration 22Q: 3 clusters Score -8348988 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -8348970.500000 Penalty: 3592.080322
	Iteration 23Q: 3 clusters Score -8348970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -8348942.000000 Penalty: 3592.080322
	Iteration 24Q: 3 clusters Score -8348942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -8348950.500000 Penalty: 3592.080322
	Iteration 25Q: 3 clusters Score -8348950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -8348937.500000 Penalty: 3592.080322
	Iteration 26Q: 3 clusters Score -8348938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -8348914.000000 Penalty: 3592.080322
	Iteration 27Q: 3 clusters Score -8348914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -8348908.000000 Penalty: 3592.080322
	Iteration 28Q: 3 clusters Score -8348908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -8348889.500000 Penalty: 3592.080322
	Iteration 29Q: 3 clusters Score -8348890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -8348853.000000 Penalty: 3592.080322
	Iteration 30Q: 3 clusters Score -8348853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8348848.500000 Penalty: 3592.080322
	Iteration 31Q: 3 clusters Score -8348848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8348843.000000 Penalty: 3592.080322
	Iteration 32Q: 3 clusters Score -8348843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -8348835.000000 Penalty: 3592.080322
	Iteration 33Q: 3 clusters Score -8348835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -8348831.500000 Penalty: 3592.080322
	Iteration 34Q: 3 clusters Score -8348832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -8348834.500000 Penalty: 3592.080322
	Iteration 35Q: 3 clusters Score -8348834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -8348826.000000 Penalty: 3592.080322
	Iteration 36Q: 3 clusters Score -8348826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -8348814.000000 Penalty: 3592.080322
	Iteration 37Q: 3 clusters Score -8348814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -8348818.000000 Penalty: 3592.080322
	Iteration 38Q: 3 clusters Score -8348818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8348822.000000 Penalty: 3592.080322
	Iteration 39Q: 3 clusters Score -8348822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -8348824.000000 Penalty: 3592.080322
	Iteration 40F: 3 clusters Score -8348824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -8348812.500000 Penalty: 3592.080322
	Iteration 41Q: 3 clusters Score -8348812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -8348810.000000 Penalty: 3592.080322
	Iteration 42Q: 3 clusters Score -8348810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8348801.500000 Penalty: 3592.080322
	Iteration 43Q: 3 clusters Score -8348802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -8348798.500000 Penalty: 3592.080322
	Iteration 44Q: 3 clusters Score -8348798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -8348790.000000 Penalty: 3592.080322
	Iteration 45Q: 3 clusters Score -8348790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8348791.000000 Penalty: 3592.080322
	Iteration 46Q: 3 clusters Score -8348791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8348793.500000 Penalty: 3592.080322
	Iteration 47Q: 3 clusters Score -8348794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8348792.000000 Penalty: 3592.080322
	Iteration 48Q: 3 clusters Score -8348792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8348792.000000 Penalty: 3592.080322
	Iteration 49F: 3 clusters Score -8348792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -6766.051270 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -6766.051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6133.279785 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -6133.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6212.787109 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -6212.787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6261.793945 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -6261.794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6278.016113 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -6278.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6278.016113 Penalty: 1689.511475
	Iteration 4F: 3 clusters Score -6278.016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16683.503906 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16683.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16737.640625 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16737.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16754.664062 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -16754.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16765.964844 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16765.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16784.638672 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16784.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16800.253906 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -16800.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16808.990234 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -16808.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16821.074219 Penalty: 1696.615723
	Iteration 7Q: 3 clusters Score -16821.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16822.500000 Penalty: 1696.615723
	Iteration 8Q: 3 clusters Score -16822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16822.500000 Penalty: 1696.615723
	Iteration 9F: 3 clusters Score -16822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -36256.140625 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -36256.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35345.988281 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -35345.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35619.707031 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -35619.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35706.976562 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -35706.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35723.707031 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -35723.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35743.101562 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -35743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35768.558594 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -35768.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35780.417969 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -35780.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35786.773438 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -35786.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35829.753906 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -35829.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35833.199219 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -35833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35836.175781 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -35836.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35839.863281 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -35839.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35845.339844 Penalty: 1933.111450
	Iteration 12Q: 3 clusters Score -35845.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35850.683594 Penalty: 1933.111450
	Iteration 13Q: 3 clusters Score -35850.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35853.023438 Penalty: 1933.111450
	Iteration 14Q: 3 clusters Score -35853.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35853.023438 Penalty: 1933.111450
	Iteration 15F: 3 clusters Score -35853.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29444.039062 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29444.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29594.703125 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29594.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29653.685547 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29653.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29707.912109 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29707.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29726.482422 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29726.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29731.941406 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29731.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29737.074219 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29737.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29737.779297 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -29737.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29737.779297 Penalty: 1817.070801
	Iteration 8F: 3 clusters Score -29737.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Entering Unmasked Estep 
Score: -1131300.250000 Penalty: 1476.386719
	Iteration 0F: 2 clusters Score -1131300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1124937.875000 Penalty: 2952.773438
	Iteration 0F: 3 clusters Score -1124938 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1127007.625000 Penalty: 2952.773438
	Iteration 1F: 3 clusters Score -1127008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1127364.125000 Penalty: 2952.773438
	Iteration 2F: 3 clusters Score -1127364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1127683.375000 Penalty: 2952.773438
	Iteration 3F: 3 clusters Score -1127683 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1127967.875000 Penalty: 2952.773438
	Iteration 4F: 3 clusters Score -1127968 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1128228.125000 Penalty: 2952.773438
	Iteration 5F: 3 clusters Score -1128228 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1128495.125000 Penalty: 2952.773438
	Iteration 6Q: 3 clusters Score -1128495 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1128727.000000 Penalty: 2952.773438
	Iteration 7Q: 3 clusters Score -1128727 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1128909.875000 Penalty: 2952.773438
	Iteration 8Q: 3 clusters Score -1128910 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1129081.875000 Penalty: 2952.773438
	Iteration 9Q: 3 clusters Score -1129082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1129222.625000 Penalty: 2952.773438
	Iteration 10Q: 3 clusters Score -1129223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1129334.625000 Penalty: 2952.773438
	Iteration 11Q: 3 clusters Score -1129335 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1129421.625000 Penalty: 2952.773438
	Iteration 12Q: 3 clusters Score -1129422 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1129483.000000 Penalty: 2952.773438
	Iteration 13Q: 3 clusters Score -1129483 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1129530.500000 Penalty: 2952.773438
	Iteration 14Q: 3 clusters Score -1129530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1129576.000000 Penalty: 2952.773438
	Iteration 15Q: 3 clusters Score -1129576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1129618.625000 Penalty: 2952.773438
	Iteration 16Q: 3 clusters Score -1129619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1129650.375000 Penalty: 2952.773438
	Iteration 17Q: 3 clusters Score -1129650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1129687.500000 Penalty: 2952.773438
	Iteration 18Q: 3 clusters Score -1129688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1129733.250000 Penalty: 2952.773438
	Iteration 19Q: 3 clusters Score -1129733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1129797.125000 Penalty: 2952.773438
	Iteration 20F: 3 clusters Score -1129797 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1129913.250000 Penalty: 2952.773438
	Iteration 21Q: 3 clusters Score -1129913 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1130064.375000 Penalty: 2952.773438
	Iteration 22Q: 3 clusters Score -1130064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1130201.250000 Penalty: 2952.773438
	Iteration 23Q: 3 clusters Score -1130201 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1130283.625000 Penalty: 2952.773438
	Iteration 24Q: 3 clusters Score -1130284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1130322.875000 Penalty: 2952.773438
	Iteration 25Q: 3 clusters Score -1130323 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1130346.000000 Penalty: 2952.773438
	Iteration 26Q: 3 clusters Score -1130346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1130365.750000 Penalty: 2952.773438
	Iteration 27Q: 3 clusters Score -1130366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1130376.000000 Penalty: 2952.773438
	Iteration 28Q: 3 clusters Score -1130376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1130384.125000 Penalty: 2952.773438
	Iteration 29Q: 3 clusters Score -1130384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1130388.250000 Penalty: 2952.773438
	Iteration 30Q: 3 clusters Score -1130388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1130390.625000 Penalty: 2952.773438
	Iteration 31Q: 3 clusters Score -1130391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1130393.125000 Penalty: 2952.773438
	Iteration 32Q: 3 clusters Score -1130393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1130391.250000 Penalty: 2952.773438
	Iteration 33Q: 3 clusters Score -1130391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1130392.750000 Penalty: 2952.773438
	Iteration 34Q: 3 clusters Score -1130393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1130395.375000 Penalty: 2952.773438
	Iteration 35Q: 3 clusters Score -1130395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1130394.875000 Penalty: 2952.773438
	Iteration 36Q: 3 clusters Score -1130395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1130394.375000 Penalty: 2952.773438
	Iteration 37Q: 3 clusters Score -1130394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1130394.250000 Penalty: 2952.773438
	Iteration 38Q: 3 clusters Score -1130394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1130393.500000 Penalty: 2952.773438
	Iteration 39Q: 3 clusters Score -1130394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1130392.875000 Penalty: 2952.773438
	Iteration 40F: 3 clusters Score -1130393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1130392.875000 Penalty: 2952.773438
	Iteration 41Q: 3 clusters Score -1130393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1130392.875000 Penalty: 2952.773438
	Iteration 42F: 3 clusters Score -1130393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -35068.445312 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -35068.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34138.925781 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -34138.93 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34500.726562 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -34500.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34661.796875 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -34661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34795.015625 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -34795.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34858.941406 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -34858.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34890.050781 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -34890.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34922.863281 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -34922.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34936.785156 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -34936.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34945.871094 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -34945.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34950.746094 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -34950.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34970.738281 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -34970.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34978.687500 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -34978.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34980.445312 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -34980.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34981.816406 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -34981.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34993.035156 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -34993.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34995.863281 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -34995.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34997.937500 Penalty: 1999.638184
	Iteration 16Q: 3 clusters Score -34997.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34997.937500 Penalty: 1999.638184
	Iteration 17F: 3 clusters Score -34997.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Entering Unmasked Estep 
Score: -9213575.000000 Penalty: 1810.978271
	Iteration 0F: 2 clusters Score -9213575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -9171159.000000 Penalty: 3621.956543
	Iteration 0F: 3 clusters Score -9171159 nChanged 32625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -9190139.000000 Penalty: 3621.956543
	Iteration 1F: 3 clusters Score -9190139 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -9190915.000000 Penalty: 3621.956543
	Iteration 2Q: 3 clusters Score -9190915 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -9191925.000000 Penalty: 3621.956543
	Iteration 3Q: 3 clusters Score -9191925 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -9193136.000000 Penalty: 3621.956543
	Iteration 4Q: 3 clusters Score -9193136 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -9194784.000000 Penalty: 3621.956543
	Iteration 5Q: 3 clusters Score -9194784 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -9197257.000000 Penalty: 3621.956543
	Iteration 6F: 3 clusters Score -9197257 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -9200776.000000 Penalty: 3621.956543
	Iteration 7F: 3 clusters Score -9200776 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9204665.000000 Penalty: 3621.956543
	Iteration 8F: 3 clusters Score -9204665 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9207357.000000 Penalty: 3621.956543
	Iteration 9F: 3 clusters Score -9207357 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -9208462.000000 Penalty: 3621.956543
	Iteration 10Q: 3 clusters Score -9208462 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -9209106.000000 Penalty: 3621.956543
	Iteration 11Q: 3 clusters Score -9209106 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -9209595.000000 Penalty: 3621.956543
	Iteration 12Q: 3 clusters Score -9209595 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -9210024.000000 Penalty: 3621.956543
	Iteration 13Q: 3 clusters Score -9210024 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -9210436.000000 Penalty: 3621.956543
	Iteration 14Q: 3 clusters Score -9210436 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -9210758.000000 Penalty: 3621.956543
	Iteration 15Q: 3 clusters Score -9210758 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -9211089.000000 Penalty: 3621.956543
	Iteration 16Q: 3 clusters Score -9211089 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -9211325.000000 Penalty: 3621.956543
	Iteration 17Q: 3 clusters Score -9211325 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -9211549.000000 Penalty: 3621.956543
	Iteration 18Q: 3 clusters Score -9211549 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -9211739.000000 Penalty: 3621.956543
	Iteration 19Q: 3 clusters Score -9211739 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -9211922.000000 Penalty: 3621.956543
	Iteration 20F: 3 clusters Score -9211922 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -9212035.000000 Penalty: 3621.956543
	Iteration 21Q: 3 clusters Score -9212035 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -9212147.000000 Penalty: 3621.956543
	Iteration 22Q: 3 clusters Score -9212147 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -9212259.000000 Penalty: 3621.956543
	Iteration 23Q: 3 clusters Score -9212259 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -9212373.000000 Penalty: 3621.956543
	Iteration 24Q: 3 clusters Score -9212373 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -9212439.000000 Penalty: 3621.956543
	Iteration 25Q: 3 clusters Score -9212439 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -9212502.000000 Penalty: 3621.956543
	Iteration 26Q: 3 clusters Score -9212502 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -9212553.000000 Penalty: 3621.956543
	Iteration 27Q: 3 clusters Score -9212553 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -9212594.000000 Penalty: 3621.956543
	Iteration 28Q: 3 clusters Score -9212594 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -9212661.000000 Penalty: 3621.956543
	Iteration 29Q: 3 clusters Score -9212661 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -9212758.000000 Penalty: 3621.956543
	Iteration 30Q: 3 clusters Score -9212758 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -9212794.000000 Penalty: 3621.956543
	Iteration 31Q: 3 clusters Score -9212794 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -9212906.000000 Penalty: 3621.956543
	Iteration 32Q: 3 clusters Score -9212906 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -9212948.000000 Penalty: 3621.956543
	Iteration 33Q: 3 clusters Score -9212948 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -9212955.000000 Penalty: 3621.956543
	Iteration 34Q: 3 clusters Score -9212955 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -9212969.000000 Penalty: 3621.956543
	Iteration 35Q: 3 clusters Score -9212969 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -9213029.000000 Penalty: 3621.956543
	Iteration 36Q: 3 clusters Score -9213029 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -9213073.000000 Penalty: 3621.956543
	Iteration 37Q: 3 clusters Score -9213073 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9213108.000000 Penalty: 3621.956543
	Iteration 38Q: 3 clusters Score -9213108 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -9213025.000000 Penalty: 3621.956543
	Iteration 39Q: 3 clusters Score -9213025 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -9213067.000000 Penalty: 3621.956543
	Iteration 40F: 3 clusters Score -9213067 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -9213033.000000 Penalty: 3621.956543
	Iteration 41Q: 3 clusters Score -9213033 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -9213025.000000 Penalty: 3621.956543
	Iteration 42Q: 3 clusters Score -9213025 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -9212973.000000 Penalty: 3621.956543
	Iteration 43Q: 3 clusters Score -9212973 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -9212859.000000 Penalty: 3621.956543
	Iteration 44Q: 3 clusters Score -9212859 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -9212847.000000 Penalty: 3621.956543
	Iteration 45Q: 3 clusters Score -9212847 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -9212785.000000 Penalty: 3621.956543
	Iteration 46Q: 3 clusters Score -9212785 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -9212691.000000 Penalty: 3621.956543
	Iteration 47Q: 3 clusters Score -9212691 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -9212677.000000 Penalty: 3621.956543
	Iteration 48Q: 3 clusters Score -9212677 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -9212682.000000 Penalty: 3621.956543
	Iteration 49Q: 3 clusters Score -9212682 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -9212636.000000 Penalty: 3621.956543
	Iteration 50Q: 3 clusters Score -9212636 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -9212641.000000 Penalty: 3621.956543
	Iteration 51Q: 3 clusters Score -9212641 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -9212629.000000 Penalty: 3621.956543
	Iteration 52Q: 3 clusters Score -9212629 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -9212608.000000 Penalty: 3621.956543
	Iteration 53Q: 3 clusters Score -9212608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -9212592.000000 Penalty: 3621.956543
	Iteration 54Q: 3 clusters Score -9212592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -9212584.000000 Penalty: 3621.956543
	Iteration 55Q: 3 clusters Score -9212584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -9212580.000000 Penalty: 3621.956543
	Iteration 56Q: 3 clusters Score -9212580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -9212580.000000 Penalty: 3621.956543
	Iteration 57Q: 3 clusters Score -9212580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -9212569.000000 Penalty: 3621.956543
	Iteration 58Q: 3 clusters Score -9212569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -9212563.000000 Penalty: 3621.956543
	Iteration 59Q: 3 clusters Score -9212563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -9212558.000000 Penalty: 3621.956543
	Iteration 60F: 3 clusters Score -9212558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9212538.000000 Penalty: 3621.956543
	Iteration 61Q: 3 clusters Score -9212538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -9212527.000000 Penalty: 3621.956543
	Iteration 62Q: 3 clusters Score -9212527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -9212534.000000 Penalty: 3621.956543
	Iteration 63Q: 3 clusters Score -9212534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -9212536.000000 Penalty: 3621.956543
	Iteration 64Q: 3 clusters Score -9212536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -9212539.000000 Penalty: 3621.956543
	Iteration 65Q: 3 clusters Score -9212539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -9212530.000000 Penalty: 3621.956543
	Iteration 66Q: 3 clusters Score -9212530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -9212534.000000 Penalty: 3621.956543
	Iteration 67Q: 3 clusters Score -9212534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9212533.000000 Penalty: 3621.956543
	Iteration 68Q: 3 clusters Score -9212533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -9212533.000000 Penalty: 3621.956543
	Iteration 69Q: 3 clusters Score -9212533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9212536.000000 Penalty: 3621.956543
	Iteration 70Q: 3 clusters Score -9212536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9212536.000000 Penalty: 3621.956543
	Iteration 71F: 3 clusters Score -9212536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -114324.132812 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -114324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112951.398438 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -112951.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113190.437500 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -113190.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113271.562500 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -113271.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113333.023438 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -113333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113379.523438 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -113379.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113403.210938 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -113403.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113436.335938 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -113436.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113469.585938 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -113469.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113522.015625 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -113522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113588.093750 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -113588.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113650.812500 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -113650.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113709.539062 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -113709.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113738.664062 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -113738.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113759.765625 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -113759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113773.546875 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -113773.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113781.835938 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -113781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113792.031250 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -113792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113796.312500 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -113796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113799.703125 Penalty: 2234.114502
	Iteration 18Q: 3 clusters Score -113799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113800.468750 Penalty: 2234.114502
	Iteration 19Q: 3 clusters Score -113800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113800.468750 Penalty: 2234.114502
	Iteration 20F: 3 clusters Score -113800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72349.562500 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72349.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71193.601562 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71193.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71439.531250 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71439.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71561.203125 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71561.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71629.562500 Penalty: 2098.450195
	Iteration 3F: 3 clusters Score -71629.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71715.664062 Penalty: 2098.450195
	Iteration 4F: 3 clusters Score -71715.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71778.976562 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71778.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71804.859375 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71804.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71825.734375 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71825.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71837.632812 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71837.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71847.117188 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71847.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71849.484375 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -71849.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71850.937500 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -71850.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71853.335938 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -71853.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71858.882812 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -71858.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71865.046875 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -71865.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71868.195312 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -71868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71869.937500 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -71869.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71869.937500 Penalty: 2098.450195
	Iteration 17F: 3 clusters Score -71869.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1158714.125000 Penalty: 1479.559204
	Iteration 0F: 2 clusters Score -1158714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1152191.250000 Penalty: 2959.118408
	Iteration 0F: 3 clusters Score -1152191 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1154336.000000 Penalty: 2959.118408
	Iteration 1F: 3 clusters Score -1154336 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1154612.000000 Penalty: 2959.118408
	Iteration 2F: 3 clusters Score -1154612 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1154852.875000 Penalty: 2959.118408
	Iteration 3F: 3 clusters Score -1154853 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1155097.375000 Penalty: 2959.118408
	Iteration 4Q: 3 clusters Score -1155097 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1155339.750000 Penalty: 2959.118408
	Iteration 5Q: 3 clusters Score -1155340 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1155588.000000 Penalty: 2959.118408
	Iteration 6Q: 3 clusters Score -1155588 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1155843.750000 Penalty: 2959.118408
	Iteration 7Q: 3 clusters Score -1155844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1156067.625000 Penalty: 2959.118408
	Iteration 8Q: 3 clusters Score -1156068 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1156302.750000 Penalty: 2959.118408
	Iteration 9Q: 3 clusters Score -1156303 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1156560.125000 Penalty: 2959.118408
	Iteration 10Q: 3 clusters Score -1156560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1156757.750000 Penalty: 2959.118408
	Iteration 11Q: 3 clusters Score -1156758 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1156927.125000 Penalty: 2959.118408
	Iteration 12Q: 3 clusters Score -1156927 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1157048.500000 Penalty: 2959.118408
	Iteration 13Q: 3 clusters Score -1157048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1157142.375000 Penalty: 2959.118408
	Iteration 14Q: 3 clusters Score -1157142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1157206.250000 Penalty: 2959.118408
	Iteration 15Q: 3 clusters Score -1157206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1157249.000000 Penalty: 2959.118408
	Iteration 16Q: 3 clusters Score -1157249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1157283.500000 Penalty: 2959.118408
	Iteration 17Q: 3 clusters Score -1157284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1157306.625000 Penalty: 2959.118408
	Iteration 18Q: 3 clusters Score -1157307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1157317.250000 Penalty: 2959.118408
	Iteration 19Q: 3 clusters Score -1157317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1157329.125000 Penalty: 2959.118408
	Iteration 20F: 3 clusters Score -1157329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1157338.625000 Penalty: 2959.118408
	Iteration 21Q: 3 clusters Score -1157339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1157348.125000 Penalty: 2959.118408
	Iteration 22Q: 3 clusters Score -1157348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1157352.750000 Penalty: 2959.118408
	Iteration 23Q: 3 clusters Score -1157353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1157362.250000 Penalty: 2959.118408
	Iteration 24Q: 3 clusters Score -1157362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1157372.750000 Penalty: 2959.118408
	Iteration 25Q: 3 clusters Score -1157373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1157379.250000 Penalty: 2959.118408
	Iteration 26Q: 3 clusters Score -1157379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1157387.125000 Penalty: 2959.118408
	Iteration 27Q: 3 clusters Score -1157387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1157389.250000 Penalty: 2959.118408
	Iteration 28Q: 3 clusters Score -1157389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1157394.500000 Penalty: 2959.118408
	Iteration 29Q: 3 clusters Score -1157394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1157403.875000 Penalty: 2959.118408
	Iteration 30Q: 3 clusters Score -1157404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1157408.000000 Penalty: 2959.118408
	Iteration 31Q: 3 clusters Score -1157408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1157414.375000 Penalty: 2959.118408
	Iteration 32Q: 3 clusters Score -1157414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1157419.125000 Penalty: 2959.118408
	Iteration 33Q: 3 clusters Score -1157419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1157419.625000 Penalty: 2959.118408
	Iteration 34Q: 3 clusters Score -1157420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1157425.125000 Penalty: 2959.118408
	Iteration 35Q: 3 clusters Score -1157425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1157425.000000 Penalty: 2959.118408
	Iteration 36Q: 3 clusters Score -1157425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1157426.375000 Penalty: 2959.118408
	Iteration 37Q: 3 clusters Score -1157426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1157426.250000 Penalty: 2959.118408
	Iteration 38Q: 3 clusters Score -1157426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1157429.000000 Penalty: 2959.118408
	Iteration 39Q: 3 clusters Score -1157429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1157430.500000 Penalty: 2959.118408
	Iteration 40F: 3 clusters Score -1157430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1157430.000000 Penalty: 2959.118408
	Iteration 41Q: 3 clusters Score -1157430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1157429.375000 Penalty: 2959.118408
	Iteration 42Q: 3 clusters Score -1157429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1157431.250000 Penalty: 2959.118408
	Iteration 43Q: 3 clusters Score -1157431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1157435.125000 Penalty: 2959.118408
	Iteration 44Q: 3 clusters Score -1157435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1157434.750000 Penalty: 2959.118408
	Iteration 45Q: 3 clusters Score -1157435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1157437.500000 Penalty: 2959.118408
	Iteration 46Q: 3 clusters Score -1157438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1157440.500000 Penalty: 2959.118408
	Iteration 47Q: 3 clusters Score -1157440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1157441.500000 Penalty: 2959.118408
	Iteration 48Q: 3 clusters Score -1157442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1157444.625000 Penalty: 2959.118408
	Iteration 49Q: 3 clusters Score -1157445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1157444.875000 Penalty: 2959.118408
	Iteration 50Q: 3 clusters Score -1157445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1157446.375000 Penalty: 2959.118408
	Iteration 51Q: 3 clusters Score -1157446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1157450.500000 Penalty: 2959.118408
	Iteration 52Q: 3 clusters Score -1157450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1157448.625000 Penalty: 2959.118408
	Iteration 53Q: 3 clusters Score -1157449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1157450.875000 Penalty: 2959.118408
	Iteration 54Q: 3 clusters Score -1157451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1157454.000000 Penalty: 2959.118408
	Iteration 55Q: 3 clusters Score -1157454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1157455.375000 Penalty: 2959.118408
	Iteration 56Q: 3 clusters Score -1157455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1157459.625000 Penalty: 2959.118408
	Iteration 57Q: 3 clusters Score -1157460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1157458.500000 Penalty: 2959.118408
	Iteration 58Q: 3 clusters Score -1157458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1157460.125000 Penalty: 2959.118408
	Iteration 59Q: 3 clusters Score -1157460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1157461.125000 Penalty: 2959.118408
	Iteration 60F: 3 clusters Score -1157461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1157461.875000 Penalty: 2959.118408
	Iteration 61Q: 3 clusters Score -1157462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1157466.000000 Penalty: 2959.118408
	Iteration 62Q: 3 clusters Score -1157466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1157468.750000 Penalty: 2959.118408
	Iteration 63Q: 3 clusters Score -1157469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1157472.125000 Penalty: 2959.118408
	Iteration 64Q: 3 clusters Score -1157472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1157470.625000 Penalty: 2959.118408
	Iteration 65Q: 3 clusters Score -1157471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1157473.375000 Penalty: 2959.118408
	Iteration 66Q: 3 clusters Score -1157473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1157473.750000 Penalty: 2959.118408
	Iteration 67Q: 3 clusters Score -1157474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1157475.000000 Penalty: 2959.118408
	Iteration 68Q: 3 clusters Score -1157475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1157476.250000 Penalty: 2959.118408
	Iteration 69Q: 3 clusters Score -1157476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1157477.125000 Penalty: 2959.118408
	Iteration 70Q: 3 clusters Score -1157477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1157477.125000 Penalty: 2959.118408
	Iteration 71F: 3 clusters Score -1157477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -44265.921875 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -44265.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43357.566406 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -43357.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43439.226562 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -43439.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43477.980469 Penalty: 1910.264038
	Iteration 2F: 3 clusters Score -43477.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43484.488281 Penalty: 1910.264038
	Iteration 3Q: 3 clusters Score -43484.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43492.300781 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -43492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43501.277344 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -43501.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43511.503906 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -43511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43515.773438 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -43515.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43517.882812 Penalty: 1910.264038
	Iteration 8Q: 3 clusters Score -43517.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43521.074219 Penalty: 1910.264038
	Iteration 9Q: 3 clusters Score -43521.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43546.335938 Penalty: 1910.264038
	Iteration 10Q: 3 clusters Score -43546.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43587.011719 Penalty: 1910.264038
	Iteration 11Q: 3 clusters Score -43587.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43622.324219 Penalty: 1910.264038
	Iteration 12Q: 3 clusters Score -43622.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43637.199219 Penalty: 1910.264038
	Iteration 13Q: 3 clusters Score -43637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43646.761719 Penalty: 1910.264038
	Iteration 14Q: 3 clusters Score -43646.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43660.839844 Penalty: 1910.264038
	Iteration 15Q: 3 clusters Score -43660.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43666.234375 Penalty: 1910.264038
	Iteration 16Q: 3 clusters Score -43666.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43672.968750 Penalty: 1910.264038
	Iteration 17Q: 3 clusters Score -43672.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43687.101562 Penalty: 1910.264038
	Iteration 18Q: 3 clusters Score -43687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43687.101562 Penalty: 1910.264038
	Iteration 19F: 3 clusters Score -43687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2675291.000000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675291 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2679338.750000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679339 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2679730.500000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2679730 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2680110.500000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2680110 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2680584.000000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2680584 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2681158.250000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2681158 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2681757.000000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2681757 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2682357.500000 Penalty: 3157.155029
	Iteration 7F: 3 clusters Score -2682358 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2682799.750000 Penalty: 3157.155029
	Iteration 8Q: 3 clusters Score -2682800 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2683209.000000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2683209 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2683600.750000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2683601 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2683983.250000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2683983 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2684310.000000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2684310 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2684568.250000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2684568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2684728.500000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2684728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2684836.000000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2684836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2684898.500000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2684898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2684960.750000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2684961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2685004.000000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2685004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2685050.500000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2685050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2685072.500000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2685072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2685107.750000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2685108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2685123.750000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2685124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2685148.750000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2685149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2685177.000000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2685177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2685202.750000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -2685203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2685224.750000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -2685225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2685254.250000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -2685254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2685265.500000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -2685266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2685285.250000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -2685285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2685292.500000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -2685292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2685309.500000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -2685310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2685318.250000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -2685318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2685321.250000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -2685321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2685335.750000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -2685336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2685347.000000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -2685347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2685348.500000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -2685348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2685367.250000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -2685367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2685376.250000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -2685376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2685376.000000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -2685376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2685385.000000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -2685385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2685384.250000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -2685384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2685389.250000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -2685389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2685398.250000 Penalty: 3157.155029
	Iteration 43Q: 3 clusters Score -2685398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2685401.750000 Penalty: 3157.155029
	Iteration 44Q: 3 clusters Score -2685402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2685402.750000 Penalty: 3157.155029
	Iteration 45Q: 3 clusters Score -2685403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2685406.750000 Penalty: 3157.155029
	Iteration 46Q: 3 clusters Score -2685407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2685408.250000 Penalty: 3157.155029
	Iteration 47Q: 3 clusters Score -2685408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2685413.750000 Penalty: 3157.155029
	Iteration 48Q: 3 clusters Score -2685414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2685409.750000 Penalty: 3157.155029
	Iteration 49Q: 3 clusters Score -2685410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2685414.500000 Penalty: 3157.155029
	Iteration 50Q: 3 clusters Score -2685414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2685415.000000 Penalty: 3157.155029
	Iteration 51Q: 3 clusters Score -2685415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2685415.750000 Penalty: 3157.155029
	Iteration 52Q: 3 clusters Score -2685416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2685409.500000 Penalty: 3157.155029
	Iteration 53Q: 3 clusters Score -2685410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2685418.250000 Penalty: 3157.155029
	Iteration 54Q: 3 clusters Score -2685418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2685427.750000 Penalty: 3157.155029
	Iteration 55Q: 3 clusters Score -2685428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2685425.500000 Penalty: 3157.155029
	Iteration 56Q: 3 clusters Score -2685426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2685425.500000 Penalty: 3157.155029
	Iteration 57F: 3 clusters Score -2685426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (86674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Entering Unmasked Estep 
Score: -11533525.000000 Penalty: 1847.610229
	Iteration 0F: 2 clusters Score -1.153352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -11483868.000000 Penalty: 3695.220459
	Iteration 0F: 3 clusters Score -1.148387e+07 nChanged 41376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -11508056.000000 Penalty: 3695.220459
	Iteration 1F: 3 clusters Score -1.150806e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -11508917.000000 Penalty: 3695.220459
	Iteration 2Q: 3 clusters Score -1.150892e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -11510112.000000 Penalty: 3695.220459
	Iteration 3Q: 3 clusters Score -1.151011e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -11512048.000000 Penalty: 3695.220459
	Iteration 4Q: 3 clusters Score -1.151205e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -11515046.000000 Penalty: 3695.220459
	Iteration 5F: 3 clusters Score -1.151505e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -11519096.000000 Penalty: 3695.220459
	Iteration 6F: 3 clusters Score -1.15191e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -11523569.000000 Penalty: 3695.220459
	Iteration 7F: 3 clusters Score -1.152357e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -11527438.000000 Penalty: 3695.220459
	Iteration 8F: 3 clusters Score -1.152744e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11529886.000000 Penalty: 3695.220459
	Iteration 9Q: 3 clusters Score -1.152989e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -11530888.000000 Penalty: 3695.220459
	Iteration 10Q: 3 clusters Score -1.153089e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11531401.000000 Penalty: 3695.220459
	Iteration 11Q: 3 clusters Score -1.15314e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11531685.000000 Penalty: 3695.220459
	Iteration 12Q: 3 clusters Score -1.153168e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11531838.000000 Penalty: 3695.220459
	Iteration 13Q: 3 clusters Score -1.153184e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11531912.000000 Penalty: 3695.220459
	Iteration 14Q: 3 clusters Score -1.153191e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11531952.000000 Penalty: 3695.220459
	Iteration 15Q: 3 clusters Score -1.153195e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11531987.000000 Penalty: 3695.220459
	Iteration 16Q: 3 clusters Score -1.153199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11532010.000000 Penalty: 3695.220459
	Iteration 17Q: 3 clusters Score -1.153201e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11532036.000000 Penalty: 3695.220459
	Iteration 18Q: 3 clusters Score -1.153204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11532051.000000 Penalty: 3695.220459
	Iteration 19Q: 3 clusters Score -1.153205e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11532081.000000 Penalty: 3695.220459
	Iteration 20F: 3 clusters Score -1.153208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11532075.000000 Penalty: 3695.220459
	Iteration 21Q: 3 clusters Score -1.153208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11532088.000000 Penalty: 3695.220459
	Iteration 22Q: 3 clusters Score -1.153209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11532090.000000 Penalty: 3695.220459
	Iteration 23Q: 3 clusters Score -1.153209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11532114.000000 Penalty: 3695.220459
	Iteration 24Q: 3 clusters Score -1.153211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11532116.000000 Penalty: 3695.220459
	Iteration 25Q: 3 clusters Score -1.153212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11532117.000000 Penalty: 3695.220459
	Iteration 26Q: 3 clusters Score -1.153212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11532116.000000 Penalty: 3695.220459
	Iteration 27Q: 3 clusters Score -1.153212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11532111.000000 Penalty: 3695.220459
	Iteration 28Q: 3 clusters Score -1.153211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11532128.000000 Penalty: 3695.220459
	Iteration 29Q: 3 clusters Score -1.153213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11532134.000000 Penalty: 3695.220459
	Iteration 30Q: 3 clusters Score -1.153213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11532135.000000 Penalty: 3695.220459
	Iteration 31Q: 3 clusters Score -1.153214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11532135.000000 Penalty: 3695.220459
	Iteration 32F: 3 clusters Score -1.153214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17599.072266 Penalty: 915.071899
	Iteration 0F: 2 clusters Score -17599.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16883.947266 Penalty: 1830.143799
	Iteration 0F: 3 clusters Score -16883.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17087.236328 Penalty: 1830.143799
	Iteration 1F: 3 clusters Score -17087.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17178.542969 Penalty: 1830.143799
	Iteration 2F: 3 clusters Score -17178.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17196.664062 Penalty: 1830.143799
	Iteration 3Q: 3 clusters Score -17196.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17200.144531 Penalty: 1830.143799
	Iteration 4Q: 3 clusters Score -17200.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17200.144531 Penalty: 1830.143799
	Iteration 5F: 3 clusters Score -17200.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -27003.322266 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -27003.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26241.177734 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -26241.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26416.230469 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -26416.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26497.402344 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -26497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26525.205078 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -26525.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26567.226562 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -26567.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26574.337891 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -26574.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26575.890625 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -26575.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26577.890625 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -26577.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26631.003906 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -26631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26645.865234 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -26645.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26648.873047 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -26648.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26675.505859 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -26675.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26710.570312 Penalty: 1860.165161
	Iteration 12Q: 3 clusters Score -26710.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26729.332031 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -26729.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26739.318359 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -26739.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26751.658203 Penalty: 1860.165161
	Iteration 15Q: 3 clusters Score -26751.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26781.626953 Penalty: 1860.165161
	Iteration 16Q: 3 clusters Score -26781.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26790.345703 Penalty: 1860.165161
	Iteration 17Q: 3 clusters Score -26790.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26797.500000 Penalty: 1860.165161
	Iteration 18Q: 3 clusters Score -26797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26797.500000 Penalty: 1860.165161
	Iteration 19F: 3 clusters Score -26797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -191224.765625 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -191224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189435.453125 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -189435.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -189855.093750 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -189855.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189993.062500 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -189993.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190077.109375 Penalty: 2383.444824
	Iteration 3F: 3 clusters Score -190077.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -190144.312500 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -190144.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -190203.359375 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -190203.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -190247.640625 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -190247.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -190277.890625 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -190277.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190301.281250 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -190301.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -190317.468750 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -190317.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -190328.671875 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -190328.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -190334.781250 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -190334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -190343.625000 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -190343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -190347.656250 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -190347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -190353.140625 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -190353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -190361.375000 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -190361.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -190375.656250 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -190375.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190388.187500 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -190388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -190393.656250 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -190393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190399.046875 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -190399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190403.906250 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -190403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -190406.687500 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -190406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190410.703125 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -190410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -190414.281250 Penalty: 2383.444824
	Iteration 23Q: 3 clusters Score -190414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190417.156250 Penalty: 2383.444824
	Iteration 24Q: 3 clusters Score -190417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -190420.671875 Penalty: 2383.444824
	Iteration 25Q: 3 clusters Score -190420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -190423.828125 Penalty: 2383.444824
	Iteration 26Q: 3 clusters Score -190423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -190425.218750 Penalty: 2383.444824
	Iteration 27Q: 3 clusters Score -190425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -190426.250000 Penalty: 2383.444824
	Iteration 28Q: 3 clusters Score -190426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -190428.531250 Penalty: 2383.444824
	Iteration 29Q: 3 clusters Score -190428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -190431.171875 Penalty: 2383.444824
	Iteration 30Q: 3 clusters Score -190431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -190433.875000 Penalty: 2383.444824
	Iteration 31Q: 3 clusters Score -190433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190437.750000 Penalty: 2383.444824
	Iteration 32Q: 3 clusters Score -190437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -190440.109375 Penalty: 2383.444824
	Iteration 33Q: 3 clusters Score -190440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -190440.109375 Penalty: 2383.444824
	Iteration 34F: 3 clusters Score -190440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67729.617188 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67729.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67856.570312 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67856.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67905.671875 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -67905.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67950.882812 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67950.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68012.437500 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -68012.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68080.695312 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -68080.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68157.156250 Penalty: 1927.979736
	Iteration 6F: 3 clusters Score -68157.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -68196.000000 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68276.429688 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68276.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -68291.273438 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -68291.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -68312.046875 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -68312.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68315.523438 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -68315.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68327.203125 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -68327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68327.203125 Penalty: 1927.979736
	Iteration 13F: 3 clusters Score -68327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -16315.844727 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -16315.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15579.431641 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -15579.43 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15856.876953 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15856.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15995.708008 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15995.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16086.920898 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -16086.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16132.591797 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -16132.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16152.067383 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -16152.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16171.233398 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -16171.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16185.119141 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -16185.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16264.416992 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -16264.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16319.238281 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -16319.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16356.093750 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -16356.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16415.744141 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -16415.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16458.648438 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -16458.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16500.701172 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -16500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16520.886719 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -16520.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16528.796875 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -16528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16533.332031 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -16533.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16538.115234 Penalty: 1892.489868
	Iteration 17Q: 3 clusters Score -16538.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16542.701172 Penalty: 1892.489868
	Iteration 18Q: 3 clusters Score -16542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16550.824219 Penalty: 1892.489868
	Iteration 19Q: 3 clusters Score -16550.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16550.824219 Penalty: 1892.489868
	Iteration 20F: 3 clusters Score -16550.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 52881 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57251 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60703 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86674 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27489 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -85939816.000000 Penalty: 95829.117188
Splitting cluster 36 changes total score from -85940536.000000 to -85939816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -24648.576172 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -24648.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23889.117188 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -23889.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23950.818359 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -23950.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23982.035156 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -23982.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24010.833984 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -24010.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24021.087891 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -24021.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24036.683594 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -24036.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24045.916016 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -24045.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24051.142578 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -24051.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24051.142578 Penalty: 1768.785767
	Iteration 8F: 3 clusters Score -24051.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83834.117188 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83834.12 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84152.437500 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -84152.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84266.968750 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84266.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84335.718750 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -84335.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84381.250000 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84381.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84446.070312 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84446.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84474.343750 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84474.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84498.156250 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84498.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84506.570312 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84506.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84516.648438 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84516.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84519.718750 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -84519.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84519.718750 Penalty: 2100.991211
	Iteration 11F: 3 clusters Score -84519.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -3564163.500000 Penalty: 1661.000488
	Iteration 0F: 2 clusters Score -3564164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3545689.500000 Penalty: 3322.000977
	Iteration 0F: 3 clusters Score -3545690 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3552623.500000 Penalty: 3322.000977
	Iteration 1F: 3 clusters Score -3552624 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3553100.250000 Penalty: 3322.000977
	Iteration 2Q: 3 clusters Score -3553100 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3553582.000000 Penalty: 3322.000977
	Iteration 3Q: 3 clusters Score -3553582 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3554150.000000 Penalty: 3322.000977
	Iteration 4Q: 3 clusters Score -3554150 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3554819.000000 Penalty: 3322.000977
	Iteration 5Q: 3 clusters Score -3554819 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3555794.500000 Penalty: 3322.000977
	Iteration 6F: 3 clusters Score -3555794 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3556831.000000 Penalty: 3322.000977
	Iteration 7F: 3 clusters Score -3556831 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3557871.500000 Penalty: 3322.000977
	Iteration 8F: 3 clusters Score -3557872 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3558807.750000 Penalty: 3322.000977
	Iteration 9Q: 3 clusters Score -3558808 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3559593.250000 Penalty: 3322.000977
	Iteration 10Q: 3 clusters Score -3559593 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3560163.000000 Penalty: 3322.000977
	Iteration 11Q: 3 clusters Score -3560163 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3560585.500000 Penalty: 3322.000977
	Iteration 12Q: 3 clusters Score -3560586 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3560865.500000 Penalty: 3322.000977
	Iteration 13Q: 3 clusters Score -3560866 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3561100.000000 Penalty: 3322.000977
	Iteration 14Q: 3 clusters Score -3561100 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3561299.250000 Penalty: 3322.000977
	Iteration 15Q: 3 clusters Score -3561299 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3561475.500000 Penalty: 3322.000977
	Iteration 16Q: 3 clusters Score -3561476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3561637.000000 Penalty: 3322.000977
	Iteration 17Q: 3 clusters Score -3561637 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3561794.500000 Penalty: 3322.000977
	Iteration 18Q: 3 clusters Score -3561794 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3561952.750000 Penalty: 3322.000977
	Iteration 19Q: 3 clusters Score -3561953 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3562079.750000 Penalty: 3322.000977
	Iteration 20F: 3 clusters Score -3562080 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3562174.750000 Penalty: 3322.000977
	Iteration 21Q: 3 clusters Score -3562175 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3562293.750000 Penalty: 3322.000977
	Iteration 22Q: 3 clusters Score -3562294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3562364.000000 Penalty: 3322.000977
	Iteration 23Q: 3 clusters Score -3562364 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3562408.500000 Penalty: 3322.000977
	Iteration 24Q: 3 clusters Score -3562408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3562435.750000 Penalty: 3322.000977
	Iteration 25Q: 3 clusters Score -3562436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3562465.250000 Penalty: 3322.000977
	Iteration 26Q: 3 clusters Score -3562465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3562483.750000 Penalty: 3322.000977
	Iteration 27Q: 3 clusters Score -3562484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3562474.500000 Penalty: 3322.000977
	Iteration 28Q: 3 clusters Score -3562474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3562480.250000 Penalty: 3322.000977
	Iteration 29Q: 3 clusters Score -3562480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3562473.250000 Penalty: 3322.000977
	Iteration 30Q: 3 clusters Score -3562473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3562495.000000 Penalty: 3322.000977
	Iteration 31Q: 3 clusters Score -3562495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3562495.500000 Penalty: 3322.000977
	Iteration 32Q: 3 clusters Score -3562496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3562497.750000 Penalty: 3322.000977
	Iteration 33Q: 3 clusters Score -3562498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3562510.250000 Penalty: 3322.000977
	Iteration 34Q: 3 clusters Score -3562510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3562515.500000 Penalty: 3322.000977
	Iteration 35Q: 3 clusters Score -3562516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3562502.250000 Penalty: 3322.000977
	Iteration 36Q: 3 clusters Score -3562502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3562506.000000 Penalty: 3322.000977
	Iteration 37Q: 3 clusters Score -3562506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3562506.500000 Penalty: 3322.000977
	Iteration 38Q: 3 clusters Score -3562506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3562514.000000 Penalty: 3322.000977
	Iteration 39Q: 3 clusters Score -3562514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3562516.000000 Penalty: 3322.000977
	Iteration 40F: 3 clusters Score -3562516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3562518.750000 Penalty: 3322.000977
	Iteration 41Q: 3 clusters Score -3562519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3562521.000000 Penalty: 3322.000977
	Iteration 42Q: 3 clusters Score -3562521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3562517.750000 Penalty: 3322.000977
	Iteration 43Q: 3 clusters Score -3562518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3562527.750000 Penalty: 3322.000977
	Iteration 44Q: 3 clusters Score -3562528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3562529.750000 Penalty: 3322.000977
	Iteration 45Q: 3 clusters Score -3562530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3562535.750000 Penalty: 3322.000977
	Iteration 46Q: 3 clusters Score -3562536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3562528.500000 Penalty: 3322.000977
	Iteration 47Q: 3 clusters Score -3562528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3562530.500000 Penalty: 3322.000977
	Iteration 48Q: 3 clusters Score -3562530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3562530.500000 Penalty: 3322.000977
	Iteration 49Q: 3 clusters Score -3562530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3562524.500000 Penalty: 3322.000977
	Iteration 50Q: 3 clusters Score -3562524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3562526.500000 Penalty: 3322.000977
	Iteration 51Q: 3 clusters Score -3562526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3562521.250000 Penalty: 3322.000977
	Iteration 52Q: 3 clusters Score -3562521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3562529.750000 Penalty: 3322.000977
	Iteration 53Q: 3 clusters Score -3562530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3562535.500000 Penalty: 3322.000977
	Iteration 54Q: 3 clusters Score -3562536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3562530.500000 Penalty: 3322.000977
	Iteration 55Q: 3 clusters Score -3562530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3562540.750000 Penalty: 3322.000977
	Iteration 56Q: 3 clusters Score -3562541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3562537.750000 Penalty: 3322.000977
	Iteration 57Q: 3 clusters Score -3562538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3562545.000000 Penalty: 3322.000977
	Iteration 58Q: 3 clusters Score -3562545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3562537.000000 Penalty: 3322.000977
	Iteration 59Q: 3 clusters Score -3562537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3562533.250000 Penalty: 3322.000977
	Iteration 60F: 3 clusters Score -3562533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3562533.250000 Penalty: 3322.000977
	Iteration 61Q: 3 clusters Score -3562533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3562537.500000 Penalty: 3322.000977
	Iteration 62Q: 3 clusters Score -3562538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3562537.500000 Penalty: 3322.000977
	Iteration 63Q: 3 clusters Score -3562538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3562536.250000 Penalty: 3322.000977
	Iteration 64Q: 3 clusters Score -3562536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3562542.250000 Penalty: 3322.000977
	Iteration 65Q: 3 clusters Score -3562542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3562547.250000 Penalty: 3322.000977
	Iteration 66Q: 3 clusters Score -3562547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3562543.750000 Penalty: 3322.000977
	Iteration 67Q: 3 clusters Score -3562544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3562544.000000 Penalty: 3322.000977
	Iteration 68Q: 3 clusters Score -3562544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3562548.000000 Penalty: 3322.000977
	Iteration 69Q: 3 clusters Score -3562548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3562549.500000 Penalty: 3322.000977
	Iteration 70Q: 3 clusters Score -3562550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3562549.500000 Penalty: 3322.000977
	Iteration 71Q: 3 clusters Score -3562550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3562560.250000 Penalty: 3322.000977
	Iteration 72Q: 3 clusters Score -3562560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3562557.500000 Penalty: 3322.000977
	Iteration 73Q: 3 clusters Score -3562558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3562555.000000 Penalty: 3322.000977
	Iteration 74Q: 3 clusters Score -3562555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3562558.250000 Penalty: 3322.000977
	Iteration 75Q: 3 clusters Score -3562558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3562561.750000 Penalty: 3322.000977
	Iteration 76Q: 3 clusters Score -3562562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3562563.750000 Penalty: 3322.000977
	Iteration 77Q: 3 clusters Score -3562564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3562565.250000 Penalty: 3322.000977
	Iteration 78Q: 3 clusters Score -3562565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3562569.500000 Penalty: 3322.000977
	Iteration 79Q: 3 clusters Score -3562570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3562566.000000 Penalty: 3322.000977
	Iteration 80F: 3 clusters Score -3562566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3562571.000000 Penalty: 3322.000977
	Iteration 81Q: 3 clusters Score -3562571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3562575.500000 Penalty: 3322.000977
	Iteration 82Q: 3 clusters Score -3562576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3562576.000000 Penalty: 3322.000977
	Iteration 83Q: 3 clusters Score -3562576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3562576.000000 Penalty: 3322.000977
	Iteration 84Q: 3 clusters Score -3562576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3562576.000000 Penalty: 3322.000977
	Iteration 85Q: 3 clusters Score -3562576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3562575.250000 Penalty: 3322.000977
	Iteration 86Q: 3 clusters Score -3562575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3562576.500000 Penalty: 3322.000977
	Iteration 87Q: 3 clusters Score -3562576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3562576.000000 Penalty: 3322.000977
	Iteration 88Q: 3 clusters Score -3562576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3562578.000000 Penalty: 3322.000977
	Iteration 89Q: 3 clusters Score -3562578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3562586.000000 Penalty: 3322.000977
	Iteration 90Q: 3 clusters Score -3562586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3562578.250000 Penalty: 3322.000977
	Iteration 91Q: 3 clusters Score -3562578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3562582.000000 Penalty: 3322.000977
	Iteration 92Q: 3 clusters Score -3562582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3562585.000000 Penalty: 3322.000977
	Iteration 93Q: 3 clusters Score -3562585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3562588.250000 Penalty: 3322.000977
	Iteration 94Q: 3 clusters Score -3562588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3562583.500000 Penalty: 3322.000977
	Iteration 95Q: 3 clusters Score -3562584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3562582.000000 Penalty: 3322.000977
	Iteration 96Q: 3 clusters Score -3562582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3562583.250000 Penalty: 3322.000977
	Iteration 97Q: 3 clusters Score -3562583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3562577.500000 Penalty: 3322.000977
	Iteration 98Q: 3 clusters Score -3562578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3562584.000000 Penalty: 3322.000977
	Iteration 99Q: 3 clusters Score -3562584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3562587.500000 Penalty: 3322.000977
	Iteration 100F: 3 clusters Score -3562588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3562591.750000 Penalty: 3322.000977
	Iteration 101Q: 3 clusters Score -3562592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3562588.750000 Penalty: 3322.000977
	Iteration 102Q: 3 clusters Score -3562589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3562588.000000 Penalty: 3322.000977
	Iteration 103Q: 3 clusters Score -3562588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3562592.000000 Penalty: 3322.000977
	Iteration 104Q: 3 clusters Score -3562592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3562592.750000 Penalty: 3322.000977
	Iteration 105Q: 3 clusters Score -3562593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3562587.000000 Penalty: 3322.000977
	Iteration 106Q: 3 clusters Score -3562587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3562594.500000 Penalty: 3322.000977
	Iteration 107Q: 3 clusters Score -3562594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3562604.000000 Penalty: 3322.000977
	Iteration 108Q: 3 clusters Score -3562604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3562603.750000 Penalty: 3322.000977
	Iteration 109Q: 3 clusters Score -3562604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3562606.000000 Penalty: 3322.000977
	Iteration 110Q: 3 clusters Score -3562606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3562604.000000 Penalty: 3322.000977
	Iteration 111Q: 3 clusters Score -3562604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3562610.500000 Penalty: 3322.000977
	Iteration 112Q: 3 clusters Score -3562610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3562605.000000 Penalty: 3322.000977
	Iteration 113Q: 3 clusters Score -3562605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3562605.250000 Penalty: 3322.000977
	Iteration 114Q: 3 clusters Score -3562605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3562608.500000 Penalty: 3322.000977
	Iteration 115Q: 3 clusters Score -3562608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3562626.000000 Penalty: 3322.000977
	Iteration 116Q: 3 clusters Score -3562626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3562626.500000 Penalty: 3322.000977
	Iteration 117Q: 3 clusters Score -3562626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3562626.500000 Penalty: 3322.000977
	Iteration 118Q: 3 clusters Score -3562626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3562629.000000 Penalty: 3322.000977
	Iteration 119Q: 3 clusters Score -3562629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3562623.000000 Penalty: 3322.000977
	Iteration 120F: 3 clusters Score -3562623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3562629.750000 Penalty: 3322.000977
	Iteration 121Q: 3 clusters Score -3562630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3562631.000000 Penalty: 3322.000977
	Iteration 122Q: 3 clusters Score -3562631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3562634.000000 Penalty: 3322.000977
	Iteration 123Q: 3 clusters Score -3562634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3562637.250000 Penalty: 3322.000977
	Iteration 124Q: 3 clusters Score -3562637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3562633.000000 Penalty: 3322.000977
	Iteration 125Q: 3 clusters Score -3562633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3562630.250000 Penalty: 3322.000977
	Iteration 126Q: 3 clusters Score -3562630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3562638.000000 Penalty: 3322.000977
	Iteration 127Q: 3 clusters Score -3562638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3562639.250000 Penalty: 3322.000977
	Iteration 128Q: 3 clusters Score -3562639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3562633.750000 Penalty: 3322.000977
	Iteration 129Q: 3 clusters Score -3562634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3562636.750000 Penalty: 3322.000977
	Iteration 130Q: 3 clusters Score -3562637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3562632.750000 Penalty: 3322.000977
	Iteration 131Q: 3 clusters Score -3562633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3562631.250000 Penalty: 3322.000977
	Iteration 132Q: 3 clusters Score -3562631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3562632.000000 Penalty: 3322.000977
	Iteration 133Q: 3 clusters Score -3562632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3562628.750000 Penalty: 3322.000977
	Iteration 134Q: 3 clusters Score -3562629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3562631.000000 Penalty: 3322.000977
	Iteration 135Q: 3 clusters Score -3562631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3562633.000000 Penalty: 3322.000977
	Iteration 136Q: 3 clusters Score -3562633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3562631.250000 Penalty: 3322.000977
	Iteration 137Q: 3 clusters Score -3562631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3562629.000000 Penalty: 3322.000977
	Iteration 138Q: 3 clusters Score -3562629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3562627.250000 Penalty: 3322.000977
	Iteration 139Q: 3 clusters Score -3562627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3562627.250000 Penalty: 3322.000977
	Iteration 140F: 3 clusters Score -3562627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -41466.300781 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -41466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40533.968750 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -40533.97 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40797.281250 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -40797.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40913.332031 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -40913.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41005.632812 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -41005.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41090.390625 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -41090.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41137.605469 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -41137.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41182.320312 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -41182.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41233.238281 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -41233.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41253.144531 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -41253.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41267.222656 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -41267.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41273.785156 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -41273.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41274.968750 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -41274.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41274.968750 Penalty: 1983.331543
	Iteration 12F: 3 clusters Score -41274.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Entering Unmasked Estep 
Score: -1503286.375000 Penalty: 1528.873657
	Iteration 0F: 2 clusters Score -1503286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1494778.125000 Penalty: 3057.747314
	Iteration 0F: 3 clusters Score -1494778 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1498036.875000 Penalty: 3057.747314
	Iteration 1F: 3 clusters Score -1498037 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1498656.750000 Penalty: 3057.747314
	Iteration 2F: 3 clusters Score -1498657 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1499159.875000 Penalty: 3057.747314
	Iteration 3F: 3 clusters Score -1499160 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1499602.250000 Penalty: 3057.747314
	Iteration 4F: 3 clusters Score -1499602 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1499999.125000 Penalty: 3057.747314
	Iteration 5F: 3 clusters Score -1499999 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1500335.000000 Penalty: 3057.747314
	Iteration 6Q: 3 clusters Score -1500335 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1500568.125000 Penalty: 3057.747314
	Iteration 7Q: 3 clusters Score -1500568 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1500729.625000 Penalty: 3057.747314
	Iteration 8Q: 3 clusters Score -1500730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1500862.125000 Penalty: 3057.747314
	Iteration 9Q: 3 clusters Score -1500862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1500994.125000 Penalty: 3057.747314
	Iteration 10Q: 3 clusters Score -1500994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1501082.125000 Penalty: 3057.747314
	Iteration 11Q: 3 clusters Score -1501082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1501155.000000 Penalty: 3057.747314
	Iteration 12Q: 3 clusters Score -1501155 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1501213.375000 Penalty: 3057.747314
	Iteration 13Q: 3 clusters Score -1501213 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1501253.250000 Penalty: 3057.747314
	Iteration 14Q: 3 clusters Score -1501253 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1501305.875000 Penalty: 3057.747314
	Iteration 15Q: 3 clusters Score -1501306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1501338.750000 Penalty: 3057.747314
	Iteration 16Q: 3 clusters Score -1501339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1501375.125000 Penalty: 3057.747314
	Iteration 17Q: 3 clusters Score -1501375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1501400.125000 Penalty: 3057.747314
	Iteration 18Q: 3 clusters Score -1501400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1501426.375000 Penalty: 3057.747314
	Iteration 19Q: 3 clusters Score -1501426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1501440.625000 Penalty: 3057.747314
	Iteration 20F: 3 clusters Score -1501441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1501448.625000 Penalty: 3057.747314
	Iteration 21Q: 3 clusters Score -1501449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1501455.875000 Penalty: 3057.747314
	Iteration 22Q: 3 clusters Score -1501456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1501469.750000 Penalty: 3057.747314
	Iteration 23Q: 3 clusters Score -1501470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1501478.875000 Penalty: 3057.747314
	Iteration 24Q: 3 clusters Score -1501479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1501493.250000 Penalty: 3057.747314
	Iteration 25Q: 3 clusters Score -1501493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1501500.250000 Penalty: 3057.747314
	Iteration 26Q: 3 clusters Score -1501500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1501513.500000 Penalty: 3057.747314
	Iteration 27Q: 3 clusters Score -1501514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1501519.000000 Penalty: 3057.747314
	Iteration 28Q: 3 clusters Score -1501519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1501527.250000 Penalty: 3057.747314
	Iteration 29Q: 3 clusters Score -1501527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1501555.750000 Penalty: 3057.747314
	Iteration 30Q: 3 clusters Score -1501556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1501563.750000 Penalty: 3057.747314
	Iteration 31Q: 3 clusters Score -1501564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1501579.500000 Penalty: 3057.747314
	Iteration 32Q: 3 clusters Score -1501580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1501593.250000 Penalty: 3057.747314
	Iteration 33Q: 3 clusters Score -1501593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1501600.750000 Penalty: 3057.747314
	Iteration 34Q: 3 clusters Score -1501601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1501614.000000 Penalty: 3057.747314
	Iteration 35Q: 3 clusters Score -1501614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1501629.750000 Penalty: 3057.747314
	Iteration 36Q: 3 clusters Score -1501630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1501640.375000 Penalty: 3057.747314
	Iteration 37Q: 3 clusters Score -1501640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1501657.875000 Penalty: 3057.747314
	Iteration 38Q: 3 clusters Score -1501658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1501675.375000 Penalty: 3057.747314
	Iteration 39Q: 3 clusters Score -1501675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1501699.375000 Penalty: 3057.747314
	Iteration 40F: 3 clusters Score -1501699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1501721.500000 Penalty: 3057.747314
	Iteration 41Q: 3 clusters Score -1501722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1501743.750000 Penalty: 3057.747314
	Iteration 42Q: 3 clusters Score -1501744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1501760.125000 Penalty: 3057.747314
	Iteration 43Q: 3 clusters Score -1501760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1501769.000000 Penalty: 3057.747314
	Iteration 44Q: 3 clusters Score -1501769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1501790.500000 Penalty: 3057.747314
	Iteration 45Q: 3 clusters Score -1501790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1501809.500000 Penalty: 3057.747314
	Iteration 46Q: 3 clusters Score -1501810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1501832.750000 Penalty: 3057.747314
	Iteration 47Q: 3 clusters Score -1501833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1501853.375000 Penalty: 3057.747314
	Iteration 48Q: 3 clusters Score -1501853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1501871.875000 Penalty: 3057.747314
	Iteration 49Q: 3 clusters Score -1501872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1501883.125000 Penalty: 3057.747314
	Iteration 50Q: 3 clusters Score -1501883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1501893.750000 Penalty: 3057.747314
	Iteration 51Q: 3 clusters Score -1501894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1501909.250000 Penalty: 3057.747314
	Iteration 52Q: 3 clusters Score -1501909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1501915.125000 Penalty: 3057.747314
	Iteration 53Q: 3 clusters Score -1501915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1501922.750000 Penalty: 3057.747314
	Iteration 54Q: 3 clusters Score -1501923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1501929.125000 Penalty: 3057.747314
	Iteration 55Q: 3 clusters Score -1501929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1501936.250000 Penalty: 3057.747314
	Iteration 56Q: 3 clusters Score -1501936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1501946.000000 Penalty: 3057.747314
	Iteration 57Q: 3 clusters Score -1501946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1501961.000000 Penalty: 3057.747314
	Iteration 58Q: 3 clusters Score -1501961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1501964.875000 Penalty: 3057.747314
	Iteration 59Q: 3 clusters Score -1501965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1501975.875000 Penalty: 3057.747314
	Iteration 60F: 3 clusters Score -1501976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1501979.750000 Penalty: 3057.747314
	Iteration 61Q: 3 clusters Score -1501980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1501993.500000 Penalty: 3057.747314
	Iteration 62Q: 3 clusters Score -1501994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1502004.250000 Penalty: 3057.747314
	Iteration 63Q: 3 clusters Score -1502004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1502013.750000 Penalty: 3057.747314
	Iteration 64Q: 3 clusters Score -1502014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1502020.125000 Penalty: 3057.747314
	Iteration 65Q: 3 clusters Score -1502020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1502028.500000 Penalty: 3057.747314
	Iteration 66Q: 3 clusters Score -1502028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1502034.625000 Penalty: 3057.747314
	Iteration 67Q: 3 clusters Score -1502035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1502042.125000 Penalty: 3057.747314
	Iteration 68Q: 3 clusters Score -1502042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1502047.000000 Penalty: 3057.747314
	Iteration 69Q: 3 clusters Score -1502047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1502055.000000 Penalty: 3057.747314
	Iteration 70Q: 3 clusters Score -1502055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1502066.500000 Penalty: 3057.747314
	Iteration 71Q: 3 clusters Score -1502066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1502074.500000 Penalty: 3057.747314
	Iteration 72Q: 3 clusters Score -1502074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1502077.875000 Penalty: 3057.747314
	Iteration 73Q: 3 clusters Score -1502078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1502090.875000 Penalty: 3057.747314
	Iteration 74Q: 3 clusters Score -1502091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1502100.875000 Penalty: 3057.747314
	Iteration 75Q: 3 clusters Score -1502101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1502106.125000 Penalty: 3057.747314
	Iteration 76Q: 3 clusters Score -1502106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1502115.500000 Penalty: 3057.747314
	Iteration 77Q: 3 clusters Score -1502116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1502119.375000 Penalty: 3057.747314
	Iteration 78Q: 3 clusters Score -1502119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1502124.875000 Penalty: 3057.747314
	Iteration 79Q: 3 clusters Score -1502125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1502132.125000 Penalty: 3057.747314
	Iteration 80F: 3 clusters Score -1502132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1502136.125000 Penalty: 3057.747314
	Iteration 81Q: 3 clusters Score -1502136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1502138.750000 Penalty: 3057.747314
	Iteration 82Q: 3 clusters Score -1502139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1502143.625000 Penalty: 3057.747314
	Iteration 83Q: 3 clusters Score -1502144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1502146.500000 Penalty: 3057.747314
	Iteration 84Q: 3 clusters Score -1502146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1502152.000000 Penalty: 3057.747314
	Iteration 85Q: 3 clusters Score -1502152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1502155.875000 Penalty: 3057.747314
	Iteration 86Q: 3 clusters Score -1502156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1502156.750000 Penalty: 3057.747314
	Iteration 87Q: 3 clusters Score -1502157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1502159.500000 Penalty: 3057.747314
	Iteration 88Q: 3 clusters Score -1502160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1502163.875000 Penalty: 3057.747314
	Iteration 89Q: 3 clusters Score -1502164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1502164.500000 Penalty: 3057.747314
	Iteration 90Q: 3 clusters Score -1502164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1502165.750000 Penalty: 3057.747314
	Iteration 91Q: 3 clusters Score -1502166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1502169.500000 Penalty: 3057.747314
	Iteration 92Q: 3 clusters Score -1502170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1502170.250000 Penalty: 3057.747314
	Iteration 93Q: 3 clusters Score -1502170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1502171.375000 Penalty: 3057.747314
	Iteration 94Q: 3 clusters Score -1502171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1502169.375000 Penalty: 3057.747314
	Iteration 95Q: 3 clusters Score -1502169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1502168.125000 Penalty: 3057.747314
	Iteration 96Q: 3 clusters Score -1502168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1502171.875000 Penalty: 3057.747314
	Iteration 97Q: 3 clusters Score -1502172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1502172.000000 Penalty: 3057.747314
	Iteration 98Q: 3 clusters Score -1502172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1502169.875000 Penalty: 3057.747314
	Iteration 99Q: 3 clusters Score -1502170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1502169.875000 Penalty: 3057.747314
	Iteration 100F: 3 clusters Score -1502170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -39151.503906 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -39151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38233.046875 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -38233.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38322.945312 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -38322.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38347.546875 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -38347.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38368.605469 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -38368.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38383.507812 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -38383.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38396.691406 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -38396.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38403.218750 Penalty: 1882.729370
	Iteration 6Q: 3 clusters Score -38403.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38405.589844 Penalty: 1882.729370
	Iteration 7Q: 3 clusters Score -38405.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38409.988281 Penalty: 1882.729370
	Iteration 8Q: 3 clusters Score -38409.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38415.925781 Penalty: 1882.729370
	Iteration 9Q: 3 clusters Score -38415.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38421.738281 Penalty: 1882.729370
	Iteration 10Q: 3 clusters Score -38421.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38421.738281 Penalty: 1882.729370
	Iteration 11F: 3 clusters Score -38421.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -35755.929688 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -35755.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34837.410156 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -34837.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35130.878906 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -35130.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35427.617188 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -35427.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35599.718750 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -35599.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35690.691406 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -35690.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35719.359375 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -35719.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35738.609375 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -35738.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35740.632812 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -35740.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35746.917969 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -35746.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35748.796875 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -35748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35748.796875 Penalty: 1927.116455
	Iteration 10F: 3 clusters Score -35748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 52881 members 
Mstep: Class 3 contains 33696 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57251 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56067 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60703 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86674 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27489 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12191 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940960.000000 Penalty: 93651.179688
Iteration 119Q: 44 clusters Score -8.594096e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 52911 members 
Mstep: Class 3 contains 33707 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57160 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56202 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 60550 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17153 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 63030 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 68940 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 87130 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27446 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12202 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941080.000000 Penalty: 93651.179688
Iteration 120F: 44 clusters Score -8.594108e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 52950 members 
Mstep: Class 3 contains 33722 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 57070 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56336 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 60428 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62935 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 467 members 
Mstep: Class 25 contains 68724 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 87582 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1538 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27421 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12201 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941504.000000 Penalty: 93651.179688
Iteration 121Q: 44 clusters Score -8.59415e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 52990 members 
Mstep: Class 3 contains 33721 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 56411 members 
Mstep: Class 9 contains 6154 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 60254 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62817 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 466 members 
Mstep: Class 25 contains 68568 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 88096 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1541 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27395 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12201 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941856.000000 Penalty: 93651.179688
Iteration 122Q: 44 clusters Score -8.594186e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 53055 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56838 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56413 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 60062 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62703 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8847 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68544 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8924 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 88538 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27372 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12209 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941744.000000 Penalty: 93651.179688
Iteration 123Q: 44 clusters Score -8.594174e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 53096 members 
Mstep: Class 3 contains 33688 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56697 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56436 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59927 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17059 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62507 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68513 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 89053 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27338 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12221 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942480.000000 Penalty: 93651.179688
Iteration 124Q: 44 clusters Score -8.594248e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 53156 members 
Mstep: Class 3 contains 33677 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56568 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56492 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59776 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62349 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68395 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 89576 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1551 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27310 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12215 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942792.000000 Penalty: 93651.179688
Iteration 125Q: 44 clusters Score -8.594279e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 53140 members 
Mstep: Class 3 contains 33666 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56466 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56590 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59627 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 17013 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62160 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68213 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90163 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1552 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27290 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12217 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943200.000000 Penalty: 93651.179688
Iteration 126Q: 44 clusters Score -8.59432e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 53101 members 
Mstep: Class 3 contains 33644 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56380 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56679 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59444 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 62000 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68113 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8891 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90704 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27273 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12220 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943544.000000 Penalty: 93651.179688
Iteration 127Q: 44 clusters Score -8.594354e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 53100 members 
Mstep: Class 3 contains 33627 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56314 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56784 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59260 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16938 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 61797 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68032 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91171 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27253 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12219 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943520.000000 Penalty: 93651.179688
Iteration 128Q: 44 clusters Score -8.594352e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 53115 members 
Mstep: Class 3 contains 33622 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56215 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56883 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 59052 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 61589 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67975 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8881 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91678 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1558 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27247 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12209 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943736.000000 Penalty: 93651.179688
Iteration 129Q: 44 clusters Score -8.594374e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 53100 members 
Mstep: Class 3 contains 33615 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 56107 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 56982 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 61357 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67956 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 92152 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27235 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12190 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943704.000000 Penalty: 93651.179688
Iteration 130Q: 44 clusters Score -8.59437e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 53095 members 
Mstep: Class 3 contains 33618 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 55982 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 57081 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58741 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16826 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 61122 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67903 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 92652 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27224 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12162 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943624.000000 Penalty: 93651.179688
Iteration 131Q: 44 clusters Score -8.594362e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 53080 members 
Mstep: Class 3 contains 33602 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 55886 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 57195 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58617 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16798 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 60845 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67833 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 93134 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1561 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27221 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12145 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943888.000000 Penalty: 93651.179688
Iteration 132Q: 44 clusters Score -8.594389e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 52998 members 
Mstep: Class 3 contains 33589 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55825 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57293 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58495 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 60595 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67763 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 93626 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27214 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12147 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943680.000000 Penalty: 93651.179688
Iteration 133Q: 44 clusters Score -8.594368e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 52921 members 
Mstep: Class 3 contains 33584 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55780 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57377 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58401 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16752 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 60327 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67743 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 94036 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1562 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27215 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943824.000000 Penalty: 93651.179688
Iteration 134Q: 44 clusters Score -8.594382e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 52840 members 
Mstep: Class 3 contains 33589 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55759 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57486 members 
Mstep: Class 9 contains 6125 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58295 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16727 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 60105 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8889 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67756 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 94324 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1561 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27221 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12150 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943480.000000 Penalty: 93651.179688
Iteration 135Q: 44 clusters Score -8.594348e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 52754 members 
Mstep: Class 3 contains 33589 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55764 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57591 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58175 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59926 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67796 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8860 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 94542 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1561 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27224 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12141 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943552.000000 Penalty: 93651.179688
Iteration 136Q: 44 clusters Score -8.594355e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 52697 members 
Mstep: Class 3 contains 33576 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55790 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57645 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 58070 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16690 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59774 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67796 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 94785 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1561 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27219 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12127 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943424.000000 Penalty: 93651.179688
Iteration 137Q: 44 clusters Score -8.594342e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 52670 members 
Mstep: Class 3 contains 33568 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55829 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57683 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57921 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59602 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67814 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 95033 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1562 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27211 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12113 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943512.000000 Penalty: 93651.179688
Iteration 138Q: 44 clusters Score -8.594351e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 52613 members 
Mstep: Class 3 contains 33560 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55856 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57724 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57852 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59396 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67824 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 95276 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1564 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27216 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12114 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943712.000000 Penalty: 93651.179688
Iteration 139Q: 44 clusters Score -8.594371e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 52514 members 
Mstep: Class 3 contains 33553 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55886 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57752 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57744 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16640 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59238 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8896 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67872 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8893 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 95515 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27227 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12111 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943840.000000 Penalty: 93651.179688
Iteration 140F: 44 clusters Score -8.594384e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 52425 members 
Mstep: Class 3 contains 33541 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55924 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57774 members 
Mstep: Class 9 contains 6111 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57661 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59134 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67910 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 95693 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27236 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12105 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943936.000000 Penalty: 93651.179688
Iteration 141Q: 44 clusters Score -8.594394e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 52326 members 
Mstep: Class 3 contains 33522 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 55978 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57769 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57617 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59058 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67913 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8893 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 95866 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27228 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12094 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944160.000000 Penalty: 93651.179688
Iteration 142Q: 44 clusters Score -8.594416e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 52203 members 
Mstep: Class 3 contains 33496 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 56048 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57785 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57561 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16628 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58987 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67935 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8894 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96012 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27225 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12098 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 93651.179688
Iteration 143Q: 44 clusters Score -8.594454e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 52106 members 
Mstep: Class 3 contains 33471 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 56106 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57751 members 
Mstep: Class 9 contains 6111 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57487 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58955 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8902 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67956 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96164 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1569 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27221 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12100 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944624.000000 Penalty: 93651.179688
Iteration 144Q: 44 clusters Score -8.594462e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 52026 members 
Mstep: Class 3 contains 33454 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 56156 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57729 members 
Mstep: Class 9 contains 6111 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57397 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16631 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58909 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8902 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68007 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96287 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1570 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27230 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12104 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944704.000000 Penalty: 93651.179688
Iteration 145Q: 44 clusters Score -8.59447e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 51938 members 
Mstep: Class 3 contains 33442 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56248 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57706 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57301 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58894 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68011 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8920 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96387 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1572 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27230 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12106 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944760.000000 Penalty: 93651.179688
Iteration 146Q: 44 clusters Score -8.594476e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 51901 members 
Mstep: Class 3 contains 33438 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56303 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57685 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57284 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58861 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67950 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96472 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1573 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27248 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12100 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944888.000000 Penalty: 93651.179688
Iteration 147Q: 44 clusters Score -8.594489e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 51814 members 
Mstep: Class 3 contains 33433 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56378 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57682 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57234 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16625 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58892 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67943 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96513 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27256 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12087 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944856.000000 Penalty: 93651.179688
Iteration 148Q: 44 clusters Score -8.594486e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33423 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56449 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57656 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57205 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58886 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67943 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8899 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96547 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27268 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12090 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944920.000000 Penalty: 93651.179688
Iteration 149Q: 44 clusters Score -8.594492e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 51722 members 
Mstep: Class 3 contains 33415 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56513 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57632 members 
Mstep: Class 9 contains 6109 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57213 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16612 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58907 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67975 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96525 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1574 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27267 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12089 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945112.000000 Penalty: 93651.179688
Iteration 150Q: 44 clusters Score -8.594511e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 51696 members 
Mstep: Class 3 contains 33404 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56571 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57609 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57172 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16605 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58981 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68005 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96462 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27276 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12090 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945240.000000 Penalty: 93651.179688
Iteration 151Q: 44 clusters Score -8.594524e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 51664 members 
Mstep: Class 3 contains 33398 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56614 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57550 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57095 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16609 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59083 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68086 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96402 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27271 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12095 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945312.000000 Penalty: 93651.179688
Iteration 152Q: 44 clusters Score -8.594531e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 51662 members 
Mstep: Class 3 contains 33394 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56685 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57486 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 57023 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16603 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59151 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68153 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96335 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27276 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12096 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945440.000000 Penalty: 93651.179688
Iteration 153Q: 44 clusters Score -8.594544e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 51661 members 
Mstep: Class 3 contains 33389 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56730 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57426 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56954 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59229 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68229 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96288 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27273 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12082 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945448.000000 Penalty: 93651.179688
Iteration 154Q: 44 clusters Score -8.594545e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 51645 members 
Mstep: Class 3 contains 33375 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56784 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57380 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56874 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16594 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59294 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68270 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96267 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12074 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945296.000000 Penalty: 93651.179688
Iteration 155Q: 44 clusters Score -8.59453e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 51659 members 
Mstep: Class 3 contains 33356 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56822 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 57346 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56813 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16579 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59352 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68270 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96259 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27278 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12072 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945512.000000 Penalty: 93651.179688
Iteration 156Q: 44 clusters Score -8.594551e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 51704 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56854 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57322 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56768 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16558 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68284 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96196 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1582 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27283 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12068 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945472.000000 Penalty: 93651.179688
Iteration 157Q: 44 clusters Score -8.594547e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 51747 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56893 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57288 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56689 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16541 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59494 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68253 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96210 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27275 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12062 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945352.000000 Penalty: 93651.179688
Iteration 158Q: 44 clusters Score -8.594535e+07 nChanged 1529
Entering ConstructFrom: 
Score: -85945352.000000 Penalty: 93651.179688
Entering ConstructFrom: 
Trying to split cluster 1 (65965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Entering Unmasked Estep 
Score: -8714444.000000 Penalty: 1803.243042
	Iteration 0F: 2 clusters Score -8714444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -8672642.000000 Penalty: 3606.486084
	Iteration 0F: 3 clusters Score -8672642 nChanged 31395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -8691360.000000 Penalty: 3606.486084
	Iteration 1F: 3 clusters Score -8691360 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -8692486.000000 Penalty: 3606.486084
	Iteration 2Q: 3 clusters Score -8692486 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8694257.000000 Penalty: 3606.486084
	Iteration 3F: 3 clusters Score -8694257 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -8697092.000000 Penalty: 3606.486084
	Iteration 4F: 3 clusters Score -8697092 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -8700545.000000 Penalty: 3606.486084
	Iteration 5F: 3 clusters Score -8700545 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -8704289.000000 Penalty: 3606.486084
	Iteration 6F: 3 clusters Score -8704289 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -8707503.000000 Penalty: 3606.486084
	Iteration 7F: 3 clusters Score -8707503 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8709774.000000 Penalty: 3606.486084
	Iteration 8Q: 3 clusters Score -8709774 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8711345.000000 Penalty: 3606.486084
	Iteration 9Q: 3 clusters Score -8711345 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8712401.000000 Penalty: 3606.486084
	Iteration 10Q: 3 clusters Score -8712401 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8713127.000000 Penalty: 3606.486084
	Iteration 11Q: 3 clusters Score -8713127 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8713554.000000 Penalty: 3606.486084
	Iteration 12Q: 3 clusters Score -8713554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8713803.000000 Penalty: 3606.486084
	Iteration 13Q: 3 clusters Score -8713803 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8713928.000000 Penalty: 3606.486084
	Iteration 14Q: 3 clusters Score -8713928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8713977.000000 Penalty: 3606.486084
	Iteration 15Q: 3 clusters Score -8713977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8714015.000000 Penalty: 3606.486084
	Iteration 16Q: 3 clusters Score -8714015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8714041.000000 Penalty: 3606.486084
	Iteration 17Q: 3 clusters Score -8714041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8714068.000000 Penalty: 3606.486084
	Iteration 18Q: 3 clusters Score -8714068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8714096.000000 Penalty: 3606.486084
	Iteration 19Q: 3 clusters Score -8714096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8714110.000000 Penalty: 3606.486084
	Iteration 20F: 3 clusters Score -8714110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8714114.000000 Penalty: 3606.486084
	Iteration 21Q: 3 clusters Score -8714114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8714116.000000 Penalty: 3606.486084
	Iteration 22Q: 3 clusters Score -8714116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8714128.000000 Penalty: 3606.486084
	Iteration 23Q: 3 clusters Score -8714128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8714128.000000 Penalty: 3606.486084
	Iteration 24Q: 3 clusters Score -8714128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8714139.000000 Penalty: 3606.486084
	Iteration 25Q: 3 clusters Score -8714139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8714142.000000 Penalty: 3606.486084
	Iteration 26Q: 3 clusters Score -8714142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8714161.000000 Penalty: 3606.486084
	Iteration 27Q: 3 clusters Score -8714161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8714174.000000 Penalty: 3606.486084
	Iteration 28Q: 3 clusters Score -8714174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8714167.000000 Penalty: 3606.486084
	Iteration 29Q: 3 clusters Score -8714167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8714170.000000 Penalty: 3606.486084
	Iteration 30Q: 3 clusters Score -8714170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8714170.000000 Penalty: 3606.486084
	Iteration 31Q: 3 clusters Score -8714170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8714170.000000 Penalty: 3606.486084
	Iteration 32Q: 3 clusters Score -8714170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8714171.000000 Penalty: 3606.486084
	Iteration 33Q: 3 clusters Score -8714171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8714166.000000 Penalty: 3606.486084
	Iteration 34Q: 3 clusters Score -8714166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8714163.000000 Penalty: 3606.486084
	Iteration 35Q: 3 clusters Score -8714163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8714164.000000 Penalty: 3606.486084
	Iteration 36Q: 3 clusters Score -8714164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8714170.000000 Penalty: 3606.486084
	Iteration 37Q: 3 clusters Score -8714170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8714172.000000 Penalty: 3606.486084
	Iteration 38Q: 3 clusters Score -8714172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8714184.000000 Penalty: 3606.486084
	Iteration 39Q: 3 clusters Score -8714184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8714185.000000 Penalty: 3606.486084
	Iteration 40F: 3 clusters Score -8714185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8714184.000000 Penalty: 3606.486084
	Iteration 41Q: 3 clusters Score -8714184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8714188.000000 Penalty: 3606.486084
	Iteration 42Q: 3 clusters Score -8714188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8714195.000000 Penalty: 3606.486084
	Iteration 43Q: 3 clusters Score -8714195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8714197.000000 Penalty: 3606.486084
	Iteration 44Q: 3 clusters Score -8714197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8714213.000000 Penalty: 3606.486084
	Iteration 45Q: 3 clusters Score -8714213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8714216.000000 Penalty: 3606.486084
	Iteration 46Q: 3 clusters Score -8714216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8714236.000000 Penalty: 3606.486084
	Iteration 47Q: 3 clusters Score -8714236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8714240.000000 Penalty: 3606.486084
	Iteration 48Q: 3 clusters Score -8714240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8714242.000000 Penalty: 3606.486084
	Iteration 49Q: 3 clusters Score -8714242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8714253.000000 Penalty: 3606.486084
	Iteration 50Q: 3 clusters Score -8714253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8714257.000000 Penalty: 3606.486084
	Iteration 51Q: 3 clusters Score -8714257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8714257.000000 Penalty: 3606.486084
	Iteration 52Q: 3 clusters Score -8714257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8714252.000000 Penalty: 3606.486084
	Iteration 53Q: 3 clusters Score -8714252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8714265.000000 Penalty: 3606.486084
	Iteration 54Q: 3 clusters Score -8714265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8714266.000000 Penalty: 3606.486084
	Iteration 55Q: 3 clusters Score -8714266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8714268.000000 Penalty: 3606.486084
	Iteration 56Q: 3 clusters Score -8714268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8714271.000000 Penalty: 3606.486084
	Iteration 57Q: 3 clusters Score -8714271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8714273.000000 Penalty: 3606.486084
	Iteration 58Q: 3 clusters Score -8714273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8714283.000000 Penalty: 3606.486084
	Iteration 59Q: 3 clusters Score -8714283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8714281.000000 Penalty: 3606.486084
	Iteration 60F: 3 clusters Score -8714281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8714288.000000 Penalty: 3606.486084
	Iteration 61Q: 3 clusters Score -8714288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8714282.000000 Penalty: 3606.486084
	Iteration 62Q: 3 clusters Score -8714282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8714281.000000 Penalty: 3606.486084
	Iteration 63Q: 3 clusters Score -8714281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8714287.000000 Penalty: 3606.486084
	Iteration 64Q: 3 clusters Score -8714287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8714299.000000 Penalty: 3606.486084
	Iteration 65Q: 3 clusters Score -8714299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8714304.000000 Penalty: 3606.486084
	Iteration 66Q: 3 clusters Score -8714304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8714302.000000 Penalty: 3606.486084
	Iteration 67Q: 3 clusters Score -8714302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8714302.000000 Penalty: 3606.486084
	Iteration 68Q: 3 clusters Score -8714302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8714302.000000 Penalty: 3606.486084
	Iteration 69F: 3 clusters Score -8714302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Entering Unmasked Estep 
Score: -6882487.500000 Penalty: 1763.892212
	Iteration 0F: 2 clusters Score -6882488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -6849042.500000 Penalty: 3527.784424
	Iteration 0F: 3 clusters Score -6849042 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6862965.500000 Penalty: 3527.784424
	Iteration 1F: 3 clusters Score -6862966 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6863579.500000 Penalty: 3527.784424
	Iteration 2Q: 3 clusters Score -6863580 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -6864255.500000 Penalty: 3527.784424
	Iteration 3Q: 3 clusters Score -6864256 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -6865144.000000 Penalty: 3527.784424
	Iteration 4Q: 3 clusters Score -6865144 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -6866391.500000 Penalty: 3527.784424
	Iteration 5Q: 3 clusters Score -6866392 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -6868233.000000 Penalty: 3527.784424
	Iteration 6F: 3 clusters Score -6868233 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -6870795.500000 Penalty: 3527.784424
	Iteration 7F: 3 clusters Score -6870796 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -6873935.500000 Penalty: 3527.784424
	Iteration 8F: 3 clusters Score -6873936 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -6876637.000000 Penalty: 3527.784424
	Iteration 9F: 3 clusters Score -6876637 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -6878356.000000 Penalty: 3527.784424
	Iteration 10Q: 3 clusters Score -6878356 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6879274.000000 Penalty: 3527.784424
	Iteration 11Q: 3 clusters Score -6879274 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -6879747.000000 Penalty: 3527.784424
	Iteration 12Q: 3 clusters Score -6879747 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6880099.000000 Penalty: 3527.784424
	Iteration 13Q: 3 clusters Score -6880099 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6880379.000000 Penalty: 3527.784424
	Iteration 14Q: 3 clusters Score -6880379 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6880560.000000 Penalty: 3527.784424
	Iteration 15Q: 3 clusters Score -6880560 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6880729.000000 Penalty: 3527.784424
	Iteration 16Q: 3 clusters Score -6880729 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6880873.500000 Penalty: 3527.784424
	Iteration 17Q: 3 clusters Score -6880874 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -6880974.000000 Penalty: 3527.784424
	Iteration 18Q: 3 clusters Score -6880974 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6881030.500000 Penalty: 3527.784424
	Iteration 19Q: 3 clusters Score -6881030 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6881071.000000 Penalty: 3527.784424
	Iteration 20F: 3 clusters Score -6881071 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6881134.000000 Penalty: 3527.784424
	Iteration 21Q: 3 clusters Score -6881134 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6881186.000000 Penalty: 3527.784424
	Iteration 22Q: 3 clusters Score -6881186 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -6881207.000000 Penalty: 3527.784424
	Iteration 23Q: 3 clusters Score -6881207 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -6881235.000000 Penalty: 3527.784424
	Iteration 24Q: 3 clusters Score -6881235 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6881254.500000 Penalty: 3527.784424
	Iteration 25Q: 3 clusters Score -6881254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6881241.000000 Penalty: 3527.784424
	Iteration 26Q: 3 clusters Score -6881241 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -6881266.000000 Penalty: 3527.784424
	Iteration 27Q: 3 clusters Score -6881266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -6881282.000000 Penalty: 3527.784424
	Iteration 28Q: 3 clusters Score -6881282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6881288.000000 Penalty: 3527.784424
	Iteration 29Q: 3 clusters Score -6881288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6881296.000000 Penalty: 3527.784424
	Iteration 30Q: 3 clusters Score -6881296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6881300.000000 Penalty: 3527.784424
	Iteration 31Q: 3 clusters Score -6881300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6881315.000000 Penalty: 3527.784424
	Iteration 32Q: 3 clusters Score -6881315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6881327.500000 Penalty: 3527.784424
	Iteration 33Q: 3 clusters Score -6881328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6881337.500000 Penalty: 3527.784424
	Iteration 34Q: 3 clusters Score -6881338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -6881340.000000 Penalty: 3527.784424
	Iteration 35Q: 3 clusters Score -6881340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6881336.000000 Penalty: 3527.784424
	Iteration 36Q: 3 clusters Score -6881336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6881341.000000 Penalty: 3527.784424
	Iteration 37Q: 3 clusters Score -6881341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -6881343.500000 Penalty: 3527.784424
	Iteration 38Q: 3 clusters Score -6881344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -6881352.500000 Penalty: 3527.784424
	Iteration 39Q: 3 clusters Score -6881352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -6881355.000000 Penalty: 3527.784424
	Iteration 40F: 3 clusters Score -6881355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6881352.000000 Penalty: 3527.784424
	Iteration 41Q: 3 clusters Score -6881352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -6881352.000000 Penalty: 3527.784424
	Iteration 42Q: 3 clusters Score -6881352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -6881351.000000 Penalty: 3527.784424
	Iteration 43Q: 3 clusters Score -6881351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6881350.500000 Penalty: 3527.784424
	Iteration 44Q: 3 clusters Score -6881350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6881344.500000 Penalty: 3527.784424
	Iteration 45Q: 3 clusters Score -6881344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6881348.500000 Penalty: 3527.784424
	Iteration 46Q: 3 clusters Score -6881348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6881347.000000 Penalty: 3527.784424
	Iteration 47Q: 3 clusters Score -6881347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6881347.500000 Penalty: 3527.784424
	Iteration 48Q: 3 clusters Score -6881348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6881347.500000 Penalty: 3527.784424
	Iteration 49F: 3 clusters Score -6881348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Entering Unmasked Estep 
Score: -4352220.500000 Penalty: 1692.212158
	Iteration 0F: 2 clusters Score -4352220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4329945.500000 Penalty: 3384.424316
	Iteration 0F: 3 clusters Score -4329946 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4338478.500000 Penalty: 3384.424316
	Iteration 1F: 3 clusters Score -4338478 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4339128.000000 Penalty: 3384.424316
	Iteration 2Q: 3 clusters Score -4339128 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4339955.000000 Penalty: 3384.424316
	Iteration 3F: 3 clusters Score -4339955 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4341084.000000 Penalty: 3384.424316
	Iteration 4F: 3 clusters Score -4341084 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4342584.500000 Penalty: 3384.424316
	Iteration 5F: 3 clusters Score -4342584 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4344502.000000 Penalty: 3384.424316
	Iteration 6F: 3 clusters Score -4344502 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4346470.000000 Penalty: 3384.424316
	Iteration 7F: 3 clusters Score -4346470 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4348020.500000 Penalty: 3384.424316
	Iteration 8F: 3 clusters Score -4348020 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4349122.500000 Penalty: 3384.424316
	Iteration 9Q: 3 clusters Score -4349122 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4349786.000000 Penalty: 3384.424316
	Iteration 10Q: 3 clusters Score -4349786 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4350140.500000 Penalty: 3384.424316
	Iteration 11Q: 3 clusters Score -4350140 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4350373.000000 Penalty: 3384.424316
	Iteration 12Q: 3 clusters Score -4350373 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4350516.500000 Penalty: 3384.424316
	Iteration 13Q: 3 clusters Score -4350516 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4350658.000000 Penalty: 3384.424316
	Iteration 14Q: 3 clusters Score -4350658 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4350789.500000 Penalty: 3384.424316
	Iteration 15Q: 3 clusters Score -4350790 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4350948.000000 Penalty: 3384.424316
	Iteration 16Q: 3 clusters Score -4350948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4351191.000000 Penalty: 3384.424316
	Iteration 17Q: 3 clusters Score -4351191 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4351481.500000 Penalty: 3384.424316
	Iteration 18Q: 3 clusters Score -4351482 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4351729.000000 Penalty: 3384.424316
	Iteration 19Q: 3 clusters Score -4351729 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4351896.500000 Penalty: 3384.424316
	Iteration 20F: 3 clusters Score -4351896 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4352000.500000 Penalty: 3384.424316
	Iteration 21Q: 3 clusters Score -4352000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4352061.000000 Penalty: 3384.424316
	Iteration 22Q: 3 clusters Score -4352061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4352084.000000 Penalty: 3384.424316
	Iteration 23Q: 3 clusters Score -4352084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4352095.000000 Penalty: 3384.424316
	Iteration 24Q: 3 clusters Score -4352095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4352098.500000 Penalty: 3384.424316
	Iteration 25Q: 3 clusters Score -4352098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4352098.000000 Penalty: 3384.424316
	Iteration 26Q: 3 clusters Score -4352098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4352100.500000 Penalty: 3384.424316
	Iteration 27Q: 3 clusters Score -4352100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4352105.000000 Penalty: 3384.424316
	Iteration 28Q: 3 clusters Score -4352105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4352114.000000 Penalty: 3384.424316
	Iteration 29Q: 3 clusters Score -4352114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4352113.500000 Penalty: 3384.424316
	Iteration 30Q: 3 clusters Score -4352114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4352108.000000 Penalty: 3384.424316
	Iteration 31Q: 3 clusters Score -4352108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4352108.000000 Penalty: 3384.424316
	Iteration 32Q: 3 clusters Score -4352108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4352108.500000 Penalty: 3384.424316
	Iteration 33Q: 3 clusters Score -4352108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4352108.500000 Penalty: 3384.424316
	Iteration 34F: 3 clusters Score -4352108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -85524.281250 Penalty: 1081.509033
	Iteration 0F: 2 clusters Score -85524.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84300.070312 Penalty: 2163.018066
	Iteration 0F: 3 clusters Score -84300.07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84731.687500 Penalty: 2163.018066
	Iteration 1F: 3 clusters Score -84731.69 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84960.695312 Penalty: 2163.018066
	Iteration 2F: 3 clusters Score -84960.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85079.531250 Penalty: 2163.018066
	Iteration 3F: 3 clusters Score -85079.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85153.992188 Penalty: 2163.018066
	Iteration 4F: 3 clusters Score -85153.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85190.375000 Penalty: 2163.018066
	Iteration 5Q: 3 clusters Score -85190.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85227.656250 Penalty: 2163.018066
	Iteration 6Q: 3 clusters Score -85227.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -85236.875000 Penalty: 2163.018066
	Iteration 7Q: 3 clusters Score -85236.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85238.820312 Penalty: 2163.018066
	Iteration 8Q: 3 clusters Score -85238.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85240.796875 Penalty: 2163.018066
	Iteration 9Q: 3 clusters Score -85240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85241.773438 Penalty: 2163.018066
	Iteration 10Q: 3 clusters Score -85241.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85243.554688 Penalty: 2163.018066
	Iteration 11Q: 3 clusters Score -85243.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -85244.882812 Penalty: 2163.018066
	Iteration 12Q: 3 clusters Score -85244.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85245.460938 Penalty: 2163.018066
	Iteration 13Q: 3 clusters Score -85245.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85245.773438 Penalty: 2163.018066
	Iteration 14Q: 3 clusters Score -85245.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85246.718750 Penalty: 2163.018066
	Iteration 15F: 3 clusters Score -85246.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85250.812500 Penalty: 2163.018066
	Iteration 16Q: 3 clusters Score -85250.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85250.812500 Penalty: 2163.018066
	Iteration 17F: 3 clusters Score -85250.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Entering Unmasked Estep 
Score: -7574202.500000 Penalty: 1779.374756
	Iteration 0F: 2 clusters Score -7574202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -7537714.500000 Penalty: 3558.749512
	Iteration 0F: 3 clusters Score -7537714 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -7552808.500000 Penalty: 3558.749512
	Iteration 1F: 3 clusters Score -7552808 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -7553365.500000 Penalty: 3558.749512
	Iteration 2Q: 3 clusters Score -7553366 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7554040.000000 Penalty: 3558.749512
	Iteration 3Q: 3 clusters Score -7554040 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -7554897.500000 Penalty: 3558.749512
	Iteration 4Q: 3 clusters Score -7554898 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -7556041.500000 Penalty: 3558.749512
	Iteration 5Q: 3 clusters Score -7556042 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7557846.500000 Penalty: 3558.749512
	Iteration 6F: 3 clusters Score -7557846 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -7560255.000000 Penalty: 3558.749512
	Iteration 7F: 3 clusters Score -7560255 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7563085.000000 Penalty: 3558.749512
	Iteration 8F: 3 clusters Score -7563085 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -7565491.500000 Penalty: 3558.749512
	Iteration 9F: 3 clusters Score -7565492 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -7567187.000000 Penalty: 3558.749512
	Iteration 10Q: 3 clusters Score -7567187 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -7568226.000000 Penalty: 3558.749512
	Iteration 11Q: 3 clusters Score -7568226 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -7568893.000000 Penalty: 3558.749512
	Iteration 12Q: 3 clusters Score -7568893 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -7569348.000000 Penalty: 3558.749512
	Iteration 13Q: 3 clusters Score -7569348 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -7569732.500000 Penalty: 3558.749512
	Iteration 14Q: 3 clusters Score -7569732 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -7570018.500000 Penalty: 3558.749512
	Iteration 15Q: 3 clusters Score -7570018 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -7570321.500000 Penalty: 3558.749512
	Iteration 16Q: 3 clusters Score -7570322 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -7570609.000000 Penalty: 3558.749512
	Iteration 17Q: 3 clusters Score -7570609 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -7570914.500000 Penalty: 3558.749512
	Iteration 18Q: 3 clusters Score -7570914 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7571131.000000 Penalty: 3558.749512
	Iteration 19Q: 3 clusters Score -7571131 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -7571329.500000 Penalty: 3558.749512
	Iteration 20F: 3 clusters Score -7571330 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -7571534.500000 Penalty: 3558.749512
	Iteration 21Q: 3 clusters Score -7571534 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7571665.000000 Penalty: 3558.749512
	Iteration 22Q: 3 clusters Score -7571665 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7571811.000000 Penalty: 3558.749512
	Iteration 23Q: 3 clusters Score -7571811 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -7571935.000000 Penalty: 3558.749512
	Iteration 24Q: 3 clusters Score -7571935 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -7572034.500000 Penalty: 3558.749512
	Iteration 25Q: 3 clusters Score -7572034 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -7572113.500000 Penalty: 3558.749512
	Iteration 26Q: 3 clusters Score -7572114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7572178.000000 Penalty: 3558.749512
	Iteration 27Q: 3 clusters Score -7572178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7572236.500000 Penalty: 3558.749512
	Iteration 28Q: 3 clusters Score -7572236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -7572292.500000 Penalty: 3558.749512
	Iteration 29Q: 3 clusters Score -7572292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7572350.500000 Penalty: 3558.749512
	Iteration 30Q: 3 clusters Score -7572350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -7572376.000000 Penalty: 3558.749512
	Iteration 31Q: 3 clusters Score -7572376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7572394.500000 Penalty: 3558.749512
	Iteration 32Q: 3 clusters Score -7572394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7572425.500000 Penalty: 3558.749512
	Iteration 33Q: 3 clusters Score -7572426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -7572440.000000 Penalty: 3558.749512
	Iteration 34Q: 3 clusters Score -7572440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -7572457.500000 Penalty: 3558.749512
	Iteration 35Q: 3 clusters Score -7572458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -7572482.000000 Penalty: 3558.749512
	Iteration 36Q: 3 clusters Score -7572482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -7572495.000000 Penalty: 3558.749512
	Iteration 37Q: 3 clusters Score -7572495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -7572519.500000 Penalty: 3558.749512
	Iteration 38Q: 3 clusters Score -7572520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -7572544.000000 Penalty: 3558.749512
	Iteration 39Q: 3 clusters Score -7572544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -7572561.500000 Penalty: 3558.749512
	Iteration 40F: 3 clusters Score -7572562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7572571.500000 Penalty: 3558.749512
	Iteration 41Q: 3 clusters Score -7572572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7572586.500000 Penalty: 3558.749512
	Iteration 42Q: 3 clusters Score -7572586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -7572590.500000 Penalty: 3558.749512
	Iteration 43Q: 3 clusters Score -7572590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -7572609.500000 Penalty: 3558.749512
	Iteration 44Q: 3 clusters Score -7572610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -7572618.500000 Penalty: 3558.749512
	Iteration 45Q: 3 clusters Score -7572618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -7572630.000000 Penalty: 3558.749512
	Iteration 46Q: 3 clusters Score -7572630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -7572634.500000 Penalty: 3558.749512
	Iteration 47Q: 3 clusters Score -7572634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -7572642.500000 Penalty: 3558.749512
	Iteration 48Q: 3 clusters Score -7572642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -7572655.000000 Penalty: 3558.749512
	Iteration 49Q: 3 clusters Score -7572655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -7572664.500000 Penalty: 3558.749512
	Iteration 50Q: 3 clusters Score -7572664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7572667.500000 Penalty: 3558.749512
	Iteration 51Q: 3 clusters Score -7572668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -7572675.000000 Penalty: 3558.749512
	Iteration 52Q: 3 clusters Score -7572675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -7572671.000000 Penalty: 3558.749512
	Iteration 53Q: 3 clusters Score -7572671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -7572676.500000 Penalty: 3558.749512
	Iteration 54Q: 3 clusters Score -7572676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -7572683.000000 Penalty: 3558.749512
	Iteration 55Q: 3 clusters Score -7572683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7572693.500000 Penalty: 3558.749512
	Iteration 56Q: 3 clusters Score -7572694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -7572700.000000 Penalty: 3558.749512
	Iteration 57Q: 3 clusters Score -7572700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7572706.000000 Penalty: 3558.749512
	Iteration 58Q: 3 clusters Score -7572706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7572702.500000 Penalty: 3558.749512
	Iteration 59Q: 3 clusters Score -7572702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7572714.500000 Penalty: 3558.749512
	Iteration 60F: 3 clusters Score -7572714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -7572715.500000 Penalty: 3558.749512
	Iteration 61Q: 3 clusters Score -7572716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7572716.000000 Penalty: 3558.749512
	Iteration 62Q: 3 clusters Score -7572716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -7572727.000000 Penalty: 3558.749512
	Iteration 63Q: 3 clusters Score -7572727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7572731.500000 Penalty: 3558.749512
	Iteration 64Q: 3 clusters Score -7572732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -7572732.000000 Penalty: 3558.749512
	Iteration 65Q: 3 clusters Score -7572732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -7572735.500000 Penalty: 3558.749512
	Iteration 66Q: 3 clusters Score -7572736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7572732.500000 Penalty: 3558.749512
	Iteration 67Q: 3 clusters Score -7572732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -7572728.500000 Penalty: 3558.749512
	Iteration 68Q: 3 clusters Score -7572728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7572733.500000 Penalty: 3558.749512
	Iteration 69Q: 3 clusters Score -7572734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7572733.500000 Penalty: 3558.749512
	Iteration 70F: 3 clusters Score -7572734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -241953.515625 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -241953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240143.656250 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -240143.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240580.796875 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -240580.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -240750.125000 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -240750.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -240902.000000 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -240902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -241067.421875 Penalty: 2402.810547
	Iteration 4F: 3 clusters Score -241067.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -241168.687500 Penalty: 2402.810547
	Iteration 5F: 3 clusters Score -241168.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -241231.640625 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -241231.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241282.109375 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -241282.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -241309.796875 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -241309.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241325.687500 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -241325.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -241337.078125 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -241337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -241350.484375 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -241350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -241354.609375 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -241354.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -241362.875000 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -241362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -241368.171875 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -241368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -241374.343750 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -241374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -241382.109375 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -241382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -241389.046875 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -241389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241398.984375 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -241399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241403.875000 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -241403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -241407.640625 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -241407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -241418.546875 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -241418.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -241427.687500 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -241427.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -241441.703125 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -241441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241450.875000 Penalty: 2402.810547
	Iteration 24Q: 3 clusters Score -241450.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -241462.109375 Penalty: 2402.810547
	Iteration 25Q: 3 clusters Score -241462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -241470.890625 Penalty: 2402.810547
	Iteration 26Q: 3 clusters Score -241470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -241482.000000 Penalty: 2402.810547
	Iteration 27Q: 3 clusters Score -241482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -241488.859375 Penalty: 2402.810547
	Iteration 28Q: 3 clusters Score -241488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -241499.281250 Penalty: 2402.810547
	Iteration 29Q: 3 clusters Score -241499.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -241508.656250 Penalty: 2402.810547
	Iteration 30Q: 3 clusters Score -241508.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -241513.406250 Penalty: 2402.810547
	Iteration 31Q: 3 clusters Score -241513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241520.203125 Penalty: 2402.810547
	Iteration 32Q: 3 clusters Score -241520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -241522.843750 Penalty: 2402.810547
	Iteration 33Q: 3 clusters Score -241522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241523.953125 Penalty: 2402.810547
	Iteration 34Q: 3 clusters Score -241524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241525.609375 Penalty: 2402.810547
	Iteration 35Q: 3 clusters Score -241525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -241526.312500 Penalty: 2402.810547
	Iteration 36Q: 3 clusters Score -241526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -241526.312500 Penalty: 2402.810547
	Iteration 37F: 3 clusters Score -241526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -101009.953125 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -101010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99720.109375 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -99720.11 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99963.640625 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -99963.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100093.250000 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -100093.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100219.796875 Penalty: 2179.730225
	Iteration 3F: 3 clusters Score -100219.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100307.734375 Penalty: 2179.730225
	Iteration 4F: 3 clusters Score -100307.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100378.984375 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -100379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100454.273438 Penalty: 2179.730225
	Iteration 6F: 3 clusters Score -100454.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -100520.867188 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -100520.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -100555.398438 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -100555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100578.835938 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -100578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100590.617188 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -100590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100598.078125 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -100598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100602.710938 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -100602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100603.585938 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -100603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -100606.390625 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -100606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100608.312500 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -100608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100608.312500 Penalty: 2179.730225
	Iteration 16F: 3 clusters Score -100608.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Entering Unmasked Estep 
Score: -7593112.500000 Penalty: 1780.211548
	Iteration 0F: 2 clusters Score -7593112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -7557690.500000 Penalty: 3560.423096
	Iteration 0F: 3 clusters Score -7557690 nChanged 26914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -7573220.500000 Penalty: 3560.423096
	Iteration 1F: 3 clusters Score -7573220 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7573920.000000 Penalty: 3560.423096
	Iteration 2Q: 3 clusters Score -7573920 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7574915.000000 Penalty: 3560.423096
	Iteration 3Q: 3 clusters Score -7574915 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -7576425.500000 Penalty: 3560.423096
	Iteration 4Q: 3 clusters Score -7576426 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7578510.000000 Penalty: 3560.423096
	Iteration 5F: 3 clusters Score -7578510 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7581062.000000 Penalty: 3560.423096
	Iteration 6F: 3 clusters Score -7581062 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7583673.500000 Penalty: 3560.423096
	Iteration 7F: 3 clusters Score -7583674 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -7585732.500000 Penalty: 3560.423096
	Iteration 8F: 3 clusters Score -7585732 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7586989.000000 Penalty: 3560.423096
	Iteration 9Q: 3 clusters Score -7586989 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -7587757.000000 Penalty: 3560.423096
	Iteration 10Q: 3 clusters Score -7587757 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -7588253.500000 Penalty: 3560.423096
	Iteration 11Q: 3 clusters Score -7588254 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -7588642.500000 Penalty: 3560.423096
	Iteration 12Q: 3 clusters Score -7588642 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -7588943.500000 Penalty: 3560.423096
	Iteration 13Q: 3 clusters Score -7588944 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -7589256.000000 Penalty: 3560.423096
	Iteration 14Q: 3 clusters Score -7589256 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -7589525.500000 Penalty: 3560.423096
	Iteration 15Q: 3 clusters Score -7589526 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -7589752.000000 Penalty: 3560.423096
	Iteration 16Q: 3 clusters Score -7589752 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7589974.000000 Penalty: 3560.423096
	Iteration 17Q: 3 clusters Score -7589974 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7590150.000000 Penalty: 3560.423096
	Iteration 18Q: 3 clusters Score -7590150 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -7590290.000000 Penalty: 3560.423096
	Iteration 19Q: 3 clusters Score -7590290 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -7590482.500000 Penalty: 3560.423096
	Iteration 20F: 3 clusters Score -7590482 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7590602.500000 Penalty: 3560.423096
	Iteration 21Q: 3 clusters Score -7590602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -7590715.500000 Penalty: 3560.423096
	Iteration 22Q: 3 clusters Score -7590716 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -7590812.500000 Penalty: 3560.423096
	Iteration 23Q: 3 clusters Score -7590812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -7590882.500000 Penalty: 3560.423096
	Iteration 24Q: 3 clusters Score -7590882 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -7590948.000000 Penalty: 3560.423096
	Iteration 25Q: 3 clusters Score -7590948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -7590996.000000 Penalty: 3560.423096
	Iteration 26Q: 3 clusters Score -7590996 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7591034.500000 Penalty: 3560.423096
	Iteration 27Q: 3 clusters Score -7591034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7591087.000000 Penalty: 3560.423096
	Iteration 28Q: 3 clusters Score -7591087 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7591110.000000 Penalty: 3560.423096
	Iteration 29Q: 3 clusters Score -7591110 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7591138.000000 Penalty: 3560.423096
	Iteration 30Q: 3 clusters Score -7591138 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -7591168.000000 Penalty: 3560.423096
	Iteration 31Q: 3 clusters Score -7591168 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -7591199.500000 Penalty: 3560.423096
	Iteration 32Q: 3 clusters Score -7591200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -7591250.500000 Penalty: 3560.423096
	Iteration 33Q: 3 clusters Score -7591250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -7591305.500000 Penalty: 3560.423096
	Iteration 34Q: 3 clusters Score -7591306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -7591334.500000 Penalty: 3560.423096
	Iteration 35Q: 3 clusters Score -7591334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -7591381.500000 Penalty: 3560.423096
	Iteration 36Q: 3 clusters Score -7591382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -7591422.000000 Penalty: 3560.423096
	Iteration 37Q: 3 clusters Score -7591422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -7591430.500000 Penalty: 3560.423096
	Iteration 38Q: 3 clusters Score -7591430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7591437.500000 Penalty: 3560.423096
	Iteration 39Q: 3 clusters Score -7591438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -7591456.000000 Penalty: 3560.423096
	Iteration 40F: 3 clusters Score -7591456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -7591471.000000 Penalty: 3560.423096
	Iteration 41Q: 3 clusters Score -7591471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -7591476.000000 Penalty: 3560.423096
	Iteration 42Q: 3 clusters Score -7591476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -7591483.000000 Penalty: 3560.423096
	Iteration 43Q: 3 clusters Score -7591483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7591490.500000 Penalty: 3560.423096
	Iteration 44Q: 3 clusters Score -7591490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7591501.500000 Penalty: 3560.423096
	Iteration 45Q: 3 clusters Score -7591502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7591518.000000 Penalty: 3560.423096
	Iteration 46Q: 3 clusters Score -7591518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -7591524.000000 Penalty: 3560.423096
	Iteration 47Q: 3 clusters Score -7591524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7591540.500000 Penalty: 3560.423096
	Iteration 48Q: 3 clusters Score -7591540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -7591553.500000 Penalty: 3560.423096
	Iteration 49Q: 3 clusters Score -7591554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -7591552.500000 Penalty: 3560.423096
	Iteration 50Q: 3 clusters Score -7591552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -7591551.000000 Penalty: 3560.423096
	Iteration 51Q: 3 clusters Score -7591551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -7591555.500000 Penalty: 3560.423096
	Iteration 52Q: 3 clusters Score -7591556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7591577.000000 Penalty: 3560.423096
	Iteration 53Q: 3 clusters Score -7591577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -7591577.000000 Penalty: 3560.423096
	Iteration 54Q: 3 clusters Score -7591577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -7591571.500000 Penalty: 3560.423096
	Iteration 55Q: 3 clusters Score -7591572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -7591584.500000 Penalty: 3560.423096
	Iteration 56Q: 3 clusters Score -7591584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -7591592.000000 Penalty: 3560.423096
	Iteration 57Q: 3 clusters Score -7591592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -7591609.500000 Penalty: 3560.423096
	Iteration 58Q: 3 clusters Score -7591610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -7591619.500000 Penalty: 3560.423096
	Iteration 59Q: 3 clusters Score -7591620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7591625.500000 Penalty: 3560.423096
	Iteration 60F: 3 clusters Score -7591626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -7591635.000000 Penalty: 3560.423096
	Iteration 61Q: 3 clusters Score -7591635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -7591640.500000 Penalty: 3560.423096
	Iteration 62Q: 3 clusters Score -7591640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -7591643.500000 Penalty: 3560.423096
	Iteration 63Q: 3 clusters Score -7591644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7591638.000000 Penalty: 3560.423096
	Iteration 64Q: 3 clusters Score -7591638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -7591633.500000 Penalty: 3560.423096
	Iteration 65Q: 3 clusters Score -7591634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -7591642.000000 Penalty: 3560.423096
	Iteration 66Q: 3 clusters Score -7591642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7591655.500000 Penalty: 3560.423096
	Iteration 67Q: 3 clusters Score -7591656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -7591652.500000 Penalty: 3560.423096
	Iteration 68Q: 3 clusters Score -7591652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7591676.000000 Penalty: 3560.423096
	Iteration 69Q: 3 clusters Score -7591676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -7591664.500000 Penalty: 3560.423096
	Iteration 70Q: 3 clusters Score -7591664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -7591661.500000 Penalty: 3560.423096
	Iteration 71Q: 3 clusters Score -7591662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -7591692.500000 Penalty: 3560.423096
	Iteration 72Q: 3 clusters Score -7591692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -7591714.500000 Penalty: 3560.423096
	Iteration 73Q: 3 clusters Score -7591714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7591726.000000 Penalty: 3560.423096
	Iteration 74Q: 3 clusters Score -7591726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -7591733.000000 Penalty: 3560.423096
	Iteration 75Q: 3 clusters Score -7591733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7591755.500000 Penalty: 3560.423096
	Iteration 76Q: 3 clusters Score -7591756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7591765.000000 Penalty: 3560.423096
	Iteration 77Q: 3 clusters Score -7591765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7591792.500000 Penalty: 3560.423096
	Iteration 78Q: 3 clusters Score -7591792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7591816.500000 Penalty: 3560.423096
	Iteration 79Q: 3 clusters Score -7591816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7591832.000000 Penalty: 3560.423096
	Iteration 80F: 3 clusters Score -7591832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7591862.000000 Penalty: 3560.423096
	Iteration 81Q: 3 clusters Score -7591862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -7591900.000000 Penalty: 3560.423096
	Iteration 82Q: 3 clusters Score -7591900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -7591925.500000 Penalty: 3560.423096
	Iteration 83Q: 3 clusters Score -7591926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7591972.500000 Penalty: 3560.423096
	Iteration 84Q: 3 clusters Score -7591972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7591985.000000 Penalty: 3560.423096
	Iteration 85Q: 3 clusters Score -7591985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7591996.500000 Penalty: 3560.423096
	Iteration 86Q: 3 clusters Score -7591996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -7591999.500000 Penalty: 3560.423096
	Iteration 87Q: 3 clusters Score -7592000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7592009.500000 Penalty: 3560.423096
	Iteration 88Q: 3 clusters Score -7592010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7592020.000000 Penalty: 3560.423096
	Iteration 89Q: 3 clusters Score -7592020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -7592035.000000 Penalty: 3560.423096
	Iteration 90Q: 3 clusters Score -7592035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -7592033.500000 Penalty: 3560.423096
	Iteration 91Q: 3 clusters Score -7592034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -7592040.500000 Penalty: 3560.423096
	Iteration 92Q: 3 clusters Score -7592040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -7592043.000000 Penalty: 3560.423096
	Iteration 93Q: 3 clusters Score -7592043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -7592051.500000 Penalty: 3560.423096
	Iteration 94Q: 3 clusters Score -7592052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -7592058.000000 Penalty: 3560.423096
	Iteration 95Q: 3 clusters Score -7592058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7592056.000000 Penalty: 3560.423096
	Iteration 96Q: 3 clusters Score -7592056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7592063.000000 Penalty: 3560.423096
	Iteration 97Q: 3 clusters Score -7592063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7592059.500000 Penalty: 3560.423096
	Iteration 98Q: 3 clusters Score -7592060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7592061.500000 Penalty: 3560.423096
	Iteration 99Q: 3 clusters Score -7592062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -7592074.500000 Penalty: 3560.423096
	Iteration 100F: 3 clusters Score -7592074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -7592081.000000 Penalty: 3560.423096
	Iteration 101Q: 3 clusters Score -7592081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7592074.500000 Penalty: 3560.423096
	Iteration 102Q: 3 clusters Score -7592074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -7592078.500000 Penalty: 3560.423096
	Iteration 103Q: 3 clusters Score -7592078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7592074.500000 Penalty: 3560.423096
	Iteration 104Q: 3 clusters Score -7592074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -7592074.500000 Penalty: 3560.423096
	Iteration 105Q: 3 clusters Score -7592074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -7592072.000000 Penalty: 3560.423096
	Iteration 106Q: 3 clusters Score -7592072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -7592084.000000 Penalty: 3560.423096
	Iteration 107Q: 3 clusters Score -7592084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -7592085.000000 Penalty: 3560.423096
	Iteration 108Q: 3 clusters Score -7592085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -7592084.500000 Penalty: 3560.423096
	Iteration 109Q: 3 clusters Score -7592084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -7592087.000000 Penalty: 3560.423096
	Iteration 110Q: 3 clusters Score -7592087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -7592082.500000 Penalty: 3560.423096
	Iteration 111Q: 3 clusters Score -7592082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -7592079.500000 Penalty: 3560.423096
	Iteration 112Q: 3 clusters Score -7592080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -7592075.500000 Penalty: 3560.423096
	Iteration 113Q: 3 clusters Score -7592076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -7592083.000000 Penalty: 3560.423096
	Iteration 114Q: 3 clusters Score -7592083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7592081.000000 Penalty: 3560.423096
	Iteration 115Q: 3 clusters Score -7592081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7592088.000000 Penalty: 3560.423096
	Iteration 116Q: 3 clusters Score -7592088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7592090.500000 Penalty: 3560.423096
	Iteration 117Q: 3 clusters Score -7592090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7592092.000000 Penalty: 3560.423096
	Iteration 118Q: 3 clusters Score -7592092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -7592095.500000 Penalty: 3560.423096
	Iteration 119Q: 3 clusters Score -7592096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7592095.000000 Penalty: 3560.423096
	Iteration 120F: 3 clusters Score -7592095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7592095.000000 Penalty: 3560.423096
	Iteration 121Q: 3 clusters Score -7592095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7592099.500000 Penalty: 3560.423096
	Iteration 122Q: 3 clusters Score -7592100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7592104.000000 Penalty: 3560.423096
	Iteration 123Q: 3 clusters Score -7592104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7592106.500000 Penalty: 3560.423096
	Iteration 124Q: 3 clusters Score -7592106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -7592101.500000 Penalty: 3560.423096
	Iteration 125Q: 3 clusters Score -7592102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -7592110.000000 Penalty: 3560.423096
	Iteration 126Q: 3 clusters Score -7592110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -7592104.000000 Penalty: 3560.423096
	Iteration 127Q: 3 clusters Score -7592104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -7592104.000000 Penalty: 3560.423096
	Iteration 128F: 3 clusters Score -7592104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -775183.000000 Penalty: 1416.516968
	Iteration 0F: 2 clusters Score -775183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -770610.625000 Penalty: 2833.033936
	Iteration 0F: 3 clusters Score -770610.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -772339.875000 Penalty: 2833.033936
	Iteration 1F: 3 clusters Score -772339.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -772822.812500 Penalty: 2833.033936
	Iteration 2F: 3 clusters Score -772822.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -773206.937500 Penalty: 2833.033936
	Iteration 3F: 3 clusters Score -773206.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -773519.062500 Penalty: 2833.033936
	Iteration 4F: 3 clusters Score -773519.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -773767.062500 Penalty: 2833.033936
	Iteration 5F: 3 clusters Score -773767.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -773958.812500 Penalty: 2833.033936
	Iteration 6Q: 3 clusters Score -773958.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -774138.812500 Penalty: 2833.033936
	Iteration 7Q: 3 clusters Score -774138.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -774293.937500 Penalty: 2833.033936
	Iteration 8Q: 3 clusters Score -774293.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -774458.562500 Penalty: 2833.033936
	Iteration 9Q: 3 clusters Score -774458.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -774608.125000 Penalty: 2833.033936
	Iteration 10Q: 3 clusters Score -774608.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -774719.937500 Penalty: 2833.033936
	Iteration 11Q: 3 clusters Score -774719.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -774793.875000 Penalty: 2833.033936
	Iteration 12Q: 3 clusters Score -774793.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -774844.000000 Penalty: 2833.033936
	Iteration 13Q: 3 clusters Score -774844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -774873.625000 Penalty: 2833.033936
	Iteration 14Q: 3 clusters Score -774873.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -774893.187500 Penalty: 2833.033936
	Iteration 15Q: 3 clusters Score -774893.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -774908.125000 Penalty: 2833.033936
	Iteration 16Q: 3 clusters Score -774908.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -774914.687500 Penalty: 2833.033936
	Iteration 17Q: 3 clusters Score -774914.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -774920.500000 Penalty: 2833.033936
	Iteration 18Q: 3 clusters Score -774920.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -774922.750000 Penalty: 2833.033936
	Iteration 19Q: 3 clusters Score -774922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -774924.000000 Penalty: 2833.033936
	Iteration 20F: 3 clusters Score -774924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -774925.000000 Penalty: 2833.033936
	Iteration 21Q: 3 clusters Score -774925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -774925.375000 Penalty: 2833.033936
	Iteration 22Q: 3 clusters Score -774925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -774925.375000 Penalty: 2833.033936
	Iteration 23F: 3 clusters Score -774925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -650702.000000 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -650702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -646749.937500 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -646749.9 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -647828.812500 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -647828.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -648022.937500 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -648022.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -648189.062500 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -648189.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -648329.250000 Penalty: 2768.477539
	Iteration 4F: 3 clusters Score -648329.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -648467.375000 Penalty: 2768.477539
	Iteration 5Q: 3 clusters Score -648467.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -648639.375000 Penalty: 2768.477539
	Iteration 6Q: 3 clusters Score -648639.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -648829.937500 Penalty: 2768.477539
	Iteration 7F: 3 clusters Score -648829.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -649033.562500 Penalty: 2768.477539
	Iteration 8F: 3 clusters Score -649033.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649211.562500 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -649211.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -649333.000000 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -649333 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -649432.687500 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -649432.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -649518.625000 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -649518.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -649564.875000 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -649564.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -649598.625000 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -649598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -649622.187500 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -649622.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -649635.937500 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -649635.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -649652.000000 Penalty: 2768.477539
	Iteration 17Q: 3 clusters Score -649652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -649663.062500 Penalty: 2768.477539
	Iteration 18Q: 3 clusters Score -649663.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -649674.812500 Penalty: 2768.477539
	Iteration 19Q: 3 clusters Score -649674.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -649680.750000 Penalty: 2768.477539
	Iteration 20F: 3 clusters Score -649680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -649687.125000 Penalty: 2768.477539
	Iteration 21Q: 3 clusters Score -649687.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -649692.062500 Penalty: 2768.477539
	Iteration 22Q: 3 clusters Score -649692.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -649699.062500 Penalty: 2768.477539
	Iteration 23Q: 3 clusters Score -649699.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -649705.562500 Penalty: 2768.477539
	Iteration 24Q: 3 clusters Score -649705.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -649713.937500 Penalty: 2768.477539
	Iteration 25Q: 3 clusters Score -649713.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -649721.250000 Penalty: 2768.477539
	Iteration 26Q: 3 clusters Score -649721.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -649726.687500 Penalty: 2768.477539
	Iteration 27Q: 3 clusters Score -649726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -649729.937500 Penalty: 2768.477539
	Iteration 28Q: 3 clusters Score -649729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -649733.125000 Penalty: 2768.477539
	Iteration 29Q: 3 clusters Score -649733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -649736.250000 Penalty: 2768.477539
	Iteration 30Q: 3 clusters Score -649736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -649738.312500 Penalty: 2768.477539
	Iteration 31Q: 3 clusters Score -649738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -649742.000000 Penalty: 2768.477539
	Iteration 32Q: 3 clusters Score -649742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -649744.625000 Penalty: 2768.477539
	Iteration 33Q: 3 clusters Score -649744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -649749.125000 Penalty: 2768.477539
	Iteration 34Q: 3 clusters Score -649749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -649754.625000 Penalty: 2768.477539
	Iteration 35Q: 3 clusters Score -649754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -649756.812500 Penalty: 2768.477539
	Iteration 36Q: 3 clusters Score -649756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -649757.312500 Penalty: 2768.477539
	Iteration 37Q: 3 clusters Score -649757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -649760.625000 Penalty: 2768.477539
	Iteration 38Q: 3 clusters Score -649760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -649764.125000 Penalty: 2768.477539
	Iteration 39Q: 3 clusters Score -649764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -649765.437500 Penalty: 2768.477539
	Iteration 40F: 3 clusters Score -649765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -649767.187500 Penalty: 2768.477539
	Iteration 41Q: 3 clusters Score -649767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -649768.250000 Penalty: 2768.477539
	Iteration 42Q: 3 clusters Score -649768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -649768.125000 Penalty: 2768.477539
	Iteration 43Q: 3 clusters Score -649768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -649769.812500 Penalty: 2768.477539
	Iteration 44Q: 3 clusters Score -649769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -649770.375000 Penalty: 2768.477539
	Iteration 45Q: 3 clusters Score -649770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -649770.875000 Penalty: 2768.477539
	Iteration 46Q: 3 clusters Score -649770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -649771.000000 Penalty: 2768.477539
	Iteration 47Q: 3 clusters Score -649771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -649772.500000 Penalty: 2768.477539
	Iteration 48Q: 3 clusters Score -649772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -649774.187500 Penalty: 2768.477539
	Iteration 49Q: 3 clusters Score -649774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -649774.750000 Penalty: 2768.477539
	Iteration 50Q: 3 clusters Score -649774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -649773.875000 Penalty: 2768.477539
	Iteration 51Q: 3 clusters Score -649773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -649775.187500 Penalty: 2768.477539
	Iteration 52Q: 3 clusters Score -649775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -649775.187500 Penalty: 2768.477539
	Iteration 53F: 3 clusters Score -649775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -20187.845703 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -20187.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19348.894531 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -19348.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19593.886719 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -19593.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19757.810547 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -19757.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19929.585938 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -19929.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20109.494141 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -20109.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20265.054688 Penalty: 1886.668823
	Iteration 5F: 3 clusters Score -20265.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20449.242188 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -20449.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20553.703125 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -20553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20681.486328 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -20681.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20728.896484 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -20728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20751.687500 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -20751.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20757.640625 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -20757.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20765.523438 Penalty: 1886.668823
	Iteration 12Q: 3 clusters Score -20765.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20765.523438 Penalty: 1886.668823
	Iteration 13F: 3 clusters Score -20765.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96180 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
Score: -85944752.000000 Penalty: 95829.117188
Splitting cluster 11 changes total score from -85945352.000000 to -85944752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (56648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Entering Unmasked Estep 
Score: -7589537.000000 Penalty: 1778.499390
	Iteration 0F: 2 clusters Score -7589537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -7554682.000000 Penalty: 3556.998779
	Iteration 0F: 3 clusters Score -7554682 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -7570343.000000 Penalty: 3556.998779
	Iteration 1F: 3 clusters Score -7570343 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7571518.500000 Penalty: 3556.998779
	Iteration 2Q: 3 clusters Score -7571518 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -7573531.000000 Penalty: 3556.998779
	Iteration 3F: 3 clusters Score -7573531 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7576529.000000 Penalty: 3556.998779
	Iteration 4F: 3 clusters Score -7576529 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7580620.500000 Penalty: 3556.998779
	Iteration 5F: 3 clusters Score -7580620 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7584498.000000 Penalty: 3556.998779
	Iteration 6F: 3 clusters Score -7584498 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -7586431.000000 Penalty: 3556.998779
	Iteration 7F: 3 clusters Score -7586431 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7587199.000000 Penalty: 3556.998779
	Iteration 8Q: 3 clusters Score -7587199 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -7587673.000000 Penalty: 3556.998779
	Iteration 9Q: 3 clusters Score -7587673 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -7588044.500000 Penalty: 3556.998779
	Iteration 10Q: 3 clusters Score -7588044 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -7588335.500000 Penalty: 3556.998779
	Iteration 11Q: 3 clusters Score -7588336 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -7588568.500000 Penalty: 3556.998779
	Iteration 12Q: 3 clusters Score -7588568 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -7588823.500000 Penalty: 3556.998779
	Iteration 13Q: 3 clusters Score -7588824 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -7589010.000000 Penalty: 3556.998779
	Iteration 14Q: 3 clusters Score -7589010 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -7589135.500000 Penalty: 3556.998779
	Iteration 15Q: 3 clusters Score -7589136 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -7589248.500000 Penalty: 3556.998779
	Iteration 16Q: 3 clusters Score -7589248 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -7589284.000000 Penalty: 3556.998779
	Iteration 17Q: 3 clusters Score -7589284 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -7589275.000000 Penalty: 3556.998779
	Iteration 18Q: 3 clusters Score -7589275 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -7589175.500000 Penalty: 3556.998779
	Iteration 19Q: 3 clusters Score -7589176 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -7589084.500000 Penalty: 3556.998779
	Iteration 20F: 3 clusters Score -7589084 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -7588947.500000 Penalty: 3556.998779
	Iteration 21Q: 3 clusters Score -7588948 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -7588872.000000 Penalty: 3556.998779
	Iteration 22Q: 3 clusters Score -7588872 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -7588786.500000 Penalty: 3556.998779
	Iteration 23Q: 3 clusters Score -7588786 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7588723.000000 Penalty: 3556.998779
	Iteration 24Q: 3 clusters Score -7588723 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -7588630.000000 Penalty: 3556.998779
	Iteration 25Q: 3 clusters Score -7588630 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -7588555.500000 Penalty: 3556.998779
	Iteration 26Q: 3 clusters Score -7588556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -7588405.000000 Penalty: 3556.998779
	Iteration 27Q: 3 clusters Score -7588405 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -7588383.500000 Penalty: 3556.998779
	Iteration 28Q: 3 clusters Score -7588384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -7588338.500000 Penalty: 3556.998779
	Iteration 29Q: 3 clusters Score -7588338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -7588330.000000 Penalty: 3556.998779
	Iteration 30Q: 3 clusters Score -7588330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7588321.000000 Penalty: 3556.998779
	Iteration 31Q: 3 clusters Score -7588321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -7588288.000000 Penalty: 3556.998779
	Iteration 32Q: 3 clusters Score -7588288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -7588298.500000 Penalty: 3556.998779
	Iteration 33Q: 3 clusters Score -7588298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7588304.500000 Penalty: 3556.998779
	Iteration 34Q: 3 clusters Score -7588304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -7588298.000000 Penalty: 3556.998779
	Iteration 35Q: 3 clusters Score -7588298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7588305.000000 Penalty: 3556.998779
	Iteration 36Q: 3 clusters Score -7588305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -7588293.500000 Penalty: 3556.998779
	Iteration 37Q: 3 clusters Score -7588294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7588284.500000 Penalty: 3556.998779
	Iteration 38Q: 3 clusters Score -7588284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -7588281.000000 Penalty: 3556.998779
	Iteration 39Q: 3 clusters Score -7588281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7588285.500000 Penalty: 3556.998779
	Iteration 40F: 3 clusters Score -7588286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -7588284.500000 Penalty: 3556.998779
	Iteration 41Q: 3 clusters Score -7588284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7588277.000000 Penalty: 3556.998779
	Iteration 42Q: 3 clusters Score -7588277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7588272.000000 Penalty: 3556.998779
	Iteration 43Q: 3 clusters Score -7588272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7588276.000000 Penalty: 3556.998779
	Iteration 44Q: 3 clusters Score -7588276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7588276.000000 Penalty: 3556.998779
	Iteration 45F: 3 clusters Score -7588276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -51475.761719 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -51475.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50604.714844 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -50604.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50752.597656 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -50752.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50807.230469 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -50807.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50857.117188 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -50857.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50918.230469 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -50918.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50989.382812 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -50989.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51029.625000 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -51029.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51093.593750 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -51093.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51110.589844 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -51110.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51117.085938 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -51117.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51125.949219 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -51125.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51128.625000 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -51128.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51141.359375 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -51141.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51147.484375 Penalty: 1922.765625
	Iteration 13Q: 3 clusters Score -51147.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51150.000000 Penalty: 1922.765625
	Iteration 14Q: 3 clusters Score -51150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51153.148438 Penalty: 1922.765625
	Iteration 15Q: 3 clusters Score -51153.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51168.156250 Penalty: 1922.765625
	Iteration 16Q: 3 clusters Score -51168.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51183.132812 Penalty: 1922.765625
	Iteration 17Q: 3 clusters Score -51183.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51210.804688 Penalty: 1922.765625
	Iteration 18Q: 3 clusters Score -51210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51227.953125 Penalty: 1922.765625
	Iteration 19Q: 3 clusters Score -51227.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51247.039062 Penalty: 1922.765625
	Iteration 20F: 3 clusters Score -51247.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51303.941406 Penalty: 1922.765625
	Iteration 21Q: 3 clusters Score -51303.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51313.832031 Penalty: 1922.765625
	Iteration 22Q: 3 clusters Score -51313.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51318.222656 Penalty: 1922.765625
	Iteration 23Q: 3 clusters Score -51318.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51318.222656 Penalty: 1922.765625
	Iteration 24F: 3 clusters Score -51318.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -55952.000000 Penalty: 1031.735107
	Iteration 0F: 2 clusters Score -55952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54871.894531 Penalty: 2063.470215
	Iteration 0F: 3 clusters Score -54871.89 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55178.218750 Penalty: 2063.470215
	Iteration 1F: 3 clusters Score -55178.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55339.515625 Penalty: 2063.470215
	Iteration 2F: 3 clusters Score -55339.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55445.394531 Penalty: 2063.470215
	Iteration 3F: 3 clusters Score -55445.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55524.246094 Penalty: 2063.470215
	Iteration 4F: 3 clusters Score -55524.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55562.210938 Penalty: 2063.470215
	Iteration 5Q: 3 clusters Score -55562.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55603.929688 Penalty: 2063.470215
	Iteration 6Q: 3 clusters Score -55603.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55625.222656 Penalty: 2063.470215
	Iteration 7Q: 3 clusters Score -55625.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55637.386719 Penalty: 2063.470215
	Iteration 8Q: 3 clusters Score -55637.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55660.781250 Penalty: 2063.470215
	Iteration 9Q: 3 clusters Score -55660.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55676.472656 Penalty: 2063.470215
	Iteration 10Q: 3 clusters Score -55676.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55683.695312 Penalty: 2063.470215
	Iteration 11Q: 3 clusters Score -55683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55691.324219 Penalty: 2063.470215
	Iteration 12Q: 3 clusters Score -55691.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55697.105469 Penalty: 2063.470215
	Iteration 13Q: 3 clusters Score -55697.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55700.871094 Penalty: 2063.470215
	Iteration 14Q: 3 clusters Score -55700.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55706.460938 Penalty: 2063.470215
	Iteration 15Q: 3 clusters Score -55706.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55722.335938 Penalty: 2063.470215
	Iteration 16Q: 3 clusters Score -55722.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55741.968750 Penalty: 2063.470215
	Iteration 17Q: 3 clusters Score -55741.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55745.875000 Penalty: 2063.470215
	Iteration 18Q: 3 clusters Score -55745.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55751.593750 Penalty: 2063.470215
	Iteration 19Q: 3 clusters Score -55751.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55762.179688 Penalty: 2063.470215
	Iteration 20F: 3 clusters Score -55762.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55771.742188 Penalty: 2063.470215
	Iteration 21Q: 3 clusters Score -55771.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55775.519531 Penalty: 2063.470215
	Iteration 22Q: 3 clusters Score -55775.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55781.078125 Penalty: 2063.470215
	Iteration 23Q: 3 clusters Score -55781.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55792.726562 Penalty: 2063.470215
	Iteration 24Q: 3 clusters Score -55792.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55797.570312 Penalty: 2063.470215
	Iteration 25Q: 3 clusters Score -55797.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55809.984375 Penalty: 2063.470215
	Iteration 26Q: 3 clusters Score -55809.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55839.574219 Penalty: 2063.470215
	Iteration 27Q: 3 clusters Score -55839.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55887.539062 Penalty: 2063.470215
	Iteration 28Q: 3 clusters Score -55887.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55918.000000 Penalty: 2063.470215
	Iteration 29Q: 3 clusters Score -55918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55939.257812 Penalty: 2063.470215
	Iteration 30Q: 3 clusters Score -55939.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55948.722656 Penalty: 2063.470215
	Iteration 31Q: 3 clusters Score -55948.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55969.128906 Penalty: 2063.470215
	Iteration 32Q: 3 clusters Score -55969.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55978.281250 Penalty: 2063.470215
	Iteration 33Q: 3 clusters Score -55978.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56007.578125 Penalty: 2063.470215
	Iteration 34Q: 3 clusters Score -56007.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56049.414062 Penalty: 2063.470215
	Iteration 35Q: 3 clusters Score -56049.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56073.992188 Penalty: 2063.470215
	Iteration 36Q: 3 clusters Score -56073.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56087.386719 Penalty: 2063.470215
	Iteration 37Q: 3 clusters Score -56087.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56101.980469 Penalty: 2063.470215
	Iteration 38Q: 3 clusters Score -56101.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56102.910156 Penalty: 2063.470215
	Iteration 39Q: 3 clusters Score -56102.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56116.984375 Penalty: 2063.470215
	Iteration 40F: 3 clusters Score -56116.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56177.074219 Penalty: 2063.470215
	Iteration 41Q: 3 clusters Score -56177.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56216.781250 Penalty: 2063.470215
	Iteration 42Q: 3 clusters Score -56216.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56225.230469 Penalty: 2063.470215
	Iteration 43Q: 3 clusters Score -56225.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56230.687500 Penalty: 2063.470215
	Iteration 44Q: 3 clusters Score -56230.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56230.687500 Penalty: 2063.470215
	Iteration 45F: 3 clusters Score -56230.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96180 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
Score: -85944608.000000 Penalty: 95829.117188
Splitting cluster 14 changes total score from -85945352.000000 to -85944608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -2145788.000000 Penalty: 1578.341675
	Iteration 0F: 2 clusters Score -2145788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2134507.500000 Penalty: 3156.683350
	Iteration 0F: 3 clusters Score -2134508 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2138423.750000 Penalty: 3156.683350
	Iteration 1F: 3 clusters Score -2138424 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2138701.750000 Penalty: 3156.683350
	Iteration 2Q: 3 clusters Score -2138702 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2138941.000000 Penalty: 3156.683350
	Iteration 3Q: 3 clusters Score -2138941 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2139141.750000 Penalty: 3156.683350
	Iteration 4Q: 3 clusters Score -2139142 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2139353.250000 Penalty: 3156.683350
	Iteration 5Q: 3 clusters Score -2139353 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2139580.750000 Penalty: 3156.683350
	Iteration 6Q: 3 clusters Score -2139581 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2139810.250000 Penalty: 3156.683350
	Iteration 7Q: 3 clusters Score -2139810 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2140084.000000 Penalty: 3156.683350
	Iteration 8Q: 3 clusters Score -2140084 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2140452.500000 Penalty: 3156.683350
	Iteration 9Q: 3 clusters Score -2140452 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2140869.000000 Penalty: 3156.683350
	Iteration 10Q: 3 clusters Score -2140869 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2141319.750000 Penalty: 3156.683350
	Iteration 11Q: 3 clusters Score -2141320 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2141764.000000 Penalty: 3156.683350
	Iteration 12Q: 3 clusters Score -2141764 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2142111.500000 Penalty: 3156.683350
	Iteration 13Q: 3 clusters Score -2142112 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2142341.750000 Penalty: 3156.683350
	Iteration 14Q: 3 clusters Score -2142342 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2142510.750000 Penalty: 3156.683350
	Iteration 15Q: 3 clusters Score -2142511 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2142639.000000 Penalty: 3156.683350
	Iteration 16Q: 3 clusters Score -2142639 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2142782.500000 Penalty: 3156.683350
	Iteration 17Q: 3 clusters Score -2142782 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2142915.750000 Penalty: 3156.683350
	Iteration 18Q: 3 clusters Score -2142916 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2143039.250000 Penalty: 3156.683350
	Iteration 19Q: 3 clusters Score -2143039 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2143167.000000 Penalty: 3156.683350
	Iteration 20F: 3 clusters Score -2143167 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2143267.000000 Penalty: 3156.683350
	Iteration 21Q: 3 clusters Score -2143267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2143381.500000 Penalty: 3156.683350
	Iteration 22Q: 3 clusters Score -2143382 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2143492.750000 Penalty: 3156.683350
	Iteration 23Q: 3 clusters Score -2143493 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2143596.250000 Penalty: 3156.683350
	Iteration 24Q: 3 clusters Score -2143596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2143689.250000 Penalty: 3156.683350
	Iteration 25Q: 3 clusters Score -2143689 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2143773.500000 Penalty: 3156.683350
	Iteration 26Q: 3 clusters Score -2143774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2143857.750000 Penalty: 3156.683350
	Iteration 27Q: 3 clusters Score -2143858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2143928.750000 Penalty: 3156.683350
	Iteration 28Q: 3 clusters Score -2143929 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2144001.000000 Penalty: 3156.683350
	Iteration 29Q: 3 clusters Score -2144001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2144065.250000 Penalty: 3156.683350
	Iteration 30Q: 3 clusters Score -2144065 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2144132.750000 Penalty: 3156.683350
	Iteration 31Q: 3 clusters Score -2144133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2144183.750000 Penalty: 3156.683350
	Iteration 32Q: 3 clusters Score -2144184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2144229.500000 Penalty: 3156.683350
	Iteration 33Q: 3 clusters Score -2144230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2144276.250000 Penalty: 3156.683350
	Iteration 34Q: 3 clusters Score -2144276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2144316.500000 Penalty: 3156.683350
	Iteration 35Q: 3 clusters Score -2144316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2144351.250000 Penalty: 3156.683350
	Iteration 36Q: 3 clusters Score -2144351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2144366.750000 Penalty: 3156.683350
	Iteration 37Q: 3 clusters Score -2144367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2144380.500000 Penalty: 3156.683350
	Iteration 38Q: 3 clusters Score -2144380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2144385.250000 Penalty: 3156.683350
	Iteration 39Q: 3 clusters Score -2144385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2144395.000000 Penalty: 3156.683350
	Iteration 40F: 3 clusters Score -2144395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2144398.250000 Penalty: 3156.683350
	Iteration 41Q: 3 clusters Score -2144398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2144409.250000 Penalty: 3156.683350
	Iteration 42Q: 3 clusters Score -2144409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2144417.500000 Penalty: 3156.683350
	Iteration 43Q: 3 clusters Score -2144418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2144420.250000 Penalty: 3156.683350
	Iteration 44Q: 3 clusters Score -2144420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2144423.250000 Penalty: 3156.683350
	Iteration 45Q: 3 clusters Score -2144423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2144427.500000 Penalty: 3156.683350
	Iteration 46Q: 3 clusters Score -2144428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2144430.750000 Penalty: 3156.683350
	Iteration 47Q: 3 clusters Score -2144431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2144435.000000 Penalty: 3156.683350
	Iteration 48Q: 3 clusters Score -2144435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2144435.000000 Penalty: 3156.683350
	Iteration 49Q: 3 clusters Score -2144435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2144437.000000 Penalty: 3156.683350
	Iteration 50Q: 3 clusters Score -2144437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2144433.250000 Penalty: 3156.683350
	Iteration 51Q: 3 clusters Score -2144433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2144435.000000 Penalty: 3156.683350
	Iteration 52Q: 3 clusters Score -2144435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2144437.000000 Penalty: 3156.683350
	Iteration 53Q: 3 clusters Score -2144437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2144438.500000 Penalty: 3156.683350
	Iteration 54Q: 3 clusters Score -2144438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2144439.500000 Penalty: 3156.683350
	Iteration 55Q: 3 clusters Score -2144440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2144442.500000 Penalty: 3156.683350
	Iteration 56Q: 3 clusters Score -2144442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2144438.000000 Penalty: 3156.683350
	Iteration 57Q: 3 clusters Score -2144438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2144441.750000 Penalty: 3156.683350
	Iteration 58Q: 3 clusters Score -2144442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2144445.500000 Penalty: 3156.683350
	Iteration 59Q: 3 clusters Score -2144446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2144444.750000 Penalty: 3156.683350
	Iteration 60F: 3 clusters Score -2144445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2144444.250000 Penalty: 3156.683350
	Iteration 61Q: 3 clusters Score -2144444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2144444.250000 Penalty: 3156.683350
	Iteration 62F: 3 clusters Score -2144444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -33836.386719 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -33836.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32993.996094 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -32994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33162.253906 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -33162.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33231.789062 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -33231.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33283.257812 Penalty: 1850.463013
	Iteration 3F: 3 clusters Score -33283.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33329.699219 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -33329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33343.523438 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -33343.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33349.335938 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -33349.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33351.554688 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -33351.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33352.484375 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -33352.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33352.484375 Penalty: 1850.463013
	Iteration 9F: 3 clusters Score -33352.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221895.937500 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221895.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -222224.812500 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222224.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -222375.890625 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222375.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222545.625000 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222545.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222727.890625 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -222727.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -222931.640625 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -222931.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -223119.703125 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223119.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -223304.578125 Penalty: 2356.456543
	Iteration 7F: 3 clusters Score -223304.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -223422.359375 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223422.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -223490.515625 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223490.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -223529.578125 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -223552.406250 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -223562.109375 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -223571.109375 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -223576.921875 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -223580.265625 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -223583.500000 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -223585.484375 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -223585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -223585.484375 Penalty: 2356.456543
	Iteration 18F: 3 clusters Score -223585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Entering Unmasked Estep 
Score: -7886673.500000 Penalty: 1786.658813
	Iteration 0F: 2 clusters Score -7886674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -7847739.500000 Penalty: 3573.317627
	Iteration 0F: 3 clusters Score -7847740 nChanged 28083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -7864696.500000 Penalty: 3573.317627
	Iteration 1F: 3 clusters Score -7864696 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7866323.500000 Penalty: 3573.317627
	Iteration 2F: 3 clusters Score -7866324 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7868771.000000 Penalty: 3573.317627
	Iteration 3F: 3 clusters Score -7868771 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -7872391.500000 Penalty: 3573.317627
	Iteration 4F: 3 clusters Score -7872392 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7877134.000000 Penalty: 3573.317627
	Iteration 5F: 3 clusters Score -7877134 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7881089.500000 Penalty: 3573.317627
	Iteration 6F: 3 clusters Score -7881090 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -7882838.500000 Penalty: 3573.317627
	Iteration 7F: 3 clusters Score -7882838 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -7883552.500000 Penalty: 3573.317627
	Iteration 8Q: 3 clusters Score -7883552 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -7883997.000000 Penalty: 3573.317627
	Iteration 9Q: 3 clusters Score -7883997 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -7884339.500000 Penalty: 3573.317627
	Iteration 10Q: 3 clusters Score -7884340 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -7884602.500000 Penalty: 3573.317627
	Iteration 11Q: 3 clusters Score -7884602 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -7884844.500000 Penalty: 3573.317627
	Iteration 12Q: 3 clusters Score -7884844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -7884989.000000 Penalty: 3573.317627
	Iteration 13Q: 3 clusters Score -7884989 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -7885226.000000 Penalty: 3573.317627
	Iteration 14Q: 3 clusters Score -7885226 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -7885396.000000 Penalty: 3573.317627
	Iteration 15Q: 3 clusters Score -7885396 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -7885584.000000 Penalty: 3573.317627
	Iteration 16Q: 3 clusters Score -7885584 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -7885747.000000 Penalty: 3573.317627
	Iteration 17Q: 3 clusters Score -7885747 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -7885880.500000 Penalty: 3573.317627
	Iteration 18Q: 3 clusters Score -7885880 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7886025.500000 Penalty: 3573.317627
	Iteration 19Q: 3 clusters Score -7886026 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -7886165.000000 Penalty: 3573.317627
	Iteration 20F: 3 clusters Score -7886165 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -7886285.500000 Penalty: 3573.317627
	Iteration 21Q: 3 clusters Score -7886286 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -7886392.000000 Penalty: 3573.317627
	Iteration 22Q: 3 clusters Score -7886392 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -7886549.000000 Penalty: 3573.317627
	Iteration 23Q: 3 clusters Score -7886549 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -7886647.000000 Penalty: 3573.317627
	Iteration 24Q: 3 clusters Score -7886647 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -7886690.000000 Penalty: 3573.317627
	Iteration 25Q: 3 clusters Score -7886690 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -7886740.000000 Penalty: 3573.317627
	Iteration 26Q: 3 clusters Score -7886740 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -7886839.000000 Penalty: 3573.317627
	Iteration 27Q: 3 clusters Score -7886839 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7886874.500000 Penalty: 3573.317627
	Iteration 28Q: 3 clusters Score -7886874 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -7886931.500000 Penalty: 3573.317627
	Iteration 29Q: 3 clusters Score -7886932 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -7886943.000000 Penalty: 3573.317627
	Iteration 30Q: 3 clusters Score -7886943 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -7886925.500000 Penalty: 3573.317627
	Iteration 31Q: 3 clusters Score -7886926 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -7886922.500000 Penalty: 3573.317627
	Iteration 32Q: 3 clusters Score -7886922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -7886914.500000 Penalty: 3573.317627
	Iteration 33Q: 3 clusters Score -7886914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7886894.500000 Penalty: 3573.317627
	Iteration 34Q: 3 clusters Score -7886894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -7886868.000000 Penalty: 3573.317627
	Iteration 35Q: 3 clusters Score -7886868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7886858.500000 Penalty: 3573.317627
	Iteration 36Q: 3 clusters Score -7886858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -7886838.000000 Penalty: 3573.317627
	Iteration 37Q: 3 clusters Score -7886838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7886812.000000 Penalty: 3573.317627
	Iteration 38Q: 3 clusters Score -7886812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -7886812.500000 Penalty: 3573.317627
	Iteration 39Q: 3 clusters Score -7886812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -7886785.500000 Penalty: 3573.317627
	Iteration 40F: 3 clusters Score -7886786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -7886778.000000 Penalty: 3573.317627
	Iteration 41Q: 3 clusters Score -7886778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7886751.500000 Penalty: 3573.317627
	Iteration 42Q: 3 clusters Score -7886752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -7886751.000000 Penalty: 3573.317627
	Iteration 43Q: 3 clusters Score -7886751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7886749.000000 Penalty: 3573.317627
	Iteration 44Q: 3 clusters Score -7886749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7886747.500000 Penalty: 3573.317627
	Iteration 45Q: 3 clusters Score -7886748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -7886731.500000 Penalty: 3573.317627
	Iteration 46Q: 3 clusters Score -7886732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -7886720.000000 Penalty: 3573.317627
	Iteration 47Q: 3 clusters Score -7886720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7886707.000000 Penalty: 3573.317627
	Iteration 48Q: 3 clusters Score -7886707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7886716.500000 Penalty: 3573.317627
	Iteration 49Q: 3 clusters Score -7886716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -7886708.000000 Penalty: 3573.317627
	Iteration 50Q: 3 clusters Score -7886708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -7886699.000000 Penalty: 3573.317627
	Iteration 51Q: 3 clusters Score -7886699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -7886684.000000 Penalty: 3573.317627
	Iteration 52Q: 3 clusters Score -7886684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -7886684.500000 Penalty: 3573.317627
	Iteration 53Q: 3 clusters Score -7886684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -7886677.500000 Penalty: 3573.317627
	Iteration 54Q: 3 clusters Score -7886678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7886682.500000 Penalty: 3573.317627
	Iteration 55Q: 3 clusters Score -7886682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -7886672.000000 Penalty: 3573.317627
	Iteration 56Q: 3 clusters Score -7886672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7886668.500000 Penalty: 3573.317627
	Iteration 57Q: 3 clusters Score -7886668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7886659.000000 Penalty: 3573.317627
	Iteration 58Q: 3 clusters Score -7886659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7886650.500000 Penalty: 3573.317627
	Iteration 59Q: 3 clusters Score -7886650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7886644.500000 Penalty: 3573.317627
	Iteration 60F: 3 clusters Score -7886644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -7886640.000000 Penalty: 3573.317627
	Iteration 61Q: 3 clusters Score -7886640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -7886635.500000 Penalty: 3573.317627
	Iteration 62Q: 3 clusters Score -7886636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -7886628.000000 Penalty: 3573.317627
	Iteration 63Q: 3 clusters Score -7886628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -7886629.500000 Penalty: 3573.317627
	Iteration 64Q: 3 clusters Score -7886630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -7886625.500000 Penalty: 3573.317627
	Iteration 65Q: 3 clusters Score -7886626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7886625.000000 Penalty: 3573.317627
	Iteration 66Q: 3 clusters Score -7886625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -7886614.000000 Penalty: 3573.317627
	Iteration 67Q: 3 clusters Score -7886614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7886607.500000 Penalty: 3573.317627
	Iteration 68Q: 3 clusters Score -7886608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -7886603.500000 Penalty: 3573.317627
	Iteration 69Q: 3 clusters Score -7886604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7886597.500000 Penalty: 3573.317627
	Iteration 70Q: 3 clusters Score -7886598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -7886600.000000 Penalty: 3573.317627
	Iteration 71Q: 3 clusters Score -7886600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7886596.000000 Penalty: 3573.317627
	Iteration 72Q: 3 clusters Score -7886596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7886596.000000 Penalty: 3573.317627
	Iteration 73F: 3 clusters Score -7886596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -6740.824707 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -6740.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6100.239258 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -6100.239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6260.282715 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -6260.283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6284.306641 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -6284.307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6297.148926 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -6297.149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6309.303711 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -6309.304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6322.745605 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -6322.746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6335.476074 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -6335.476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6350.735840 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -6350.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6350.735840 Penalty: 1687.711060
	Iteration 8F: 3 clusters Score -6350.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16744.916016 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16744.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16828.636719 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16828.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16848.849609 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16848.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16853.896484 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16858.462891 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16858.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16859.138672 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -16859.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16859.138672 Penalty: 1696.615723
	Iteration 6F: 3 clusters Score -16859.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -36256.140625 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -36256.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35356.703125 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -35356.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35543.183594 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -35543.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35593.925781 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -35593.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35624.386719 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -35624.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35640.011719 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -35640.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35643.203125 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -35643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35645.292969 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -35645.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35645.292969 Penalty: 1933.111450
	Iteration 7F: 3 clusters Score -35645.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29511.902344 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29511.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29666.300781 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29666.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29748.380859 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29748.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29786.042969 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29786.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29801.474609 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29801.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29807.460938 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29807.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29807.460938 Penalty: 1817.070801
	Iteration 6F: 3 clusters Score -29807.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -1142856.250000 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -1142856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1136465.500000 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -1136466 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1138629.500000 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -1138630 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1139128.625000 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -1139129 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1139592.625000 Penalty: 2956.071045
	Iteration 3F: 3 clusters Score -1139593 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1139994.375000 Penalty: 2956.071045
	Iteration 4F: 3 clusters Score -1139994 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1140337.000000 Penalty: 2956.071045
	Iteration 5F: 3 clusters Score -1140337 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1140604.250000 Penalty: 2956.071045
	Iteration 6F: 3 clusters Score -1140604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1140821.625000 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -1140822 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1140996.250000 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -1140996 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1141127.750000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -1141128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1141235.625000 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -1141236 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1141333.375000 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -1141333 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1141425.750000 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -1141426 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1141507.250000 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -1141507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1141599.125000 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -1141599 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1141685.875000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -1141686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1141743.250000 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -1141743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1141796.125000 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -1141796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1141842.375000 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -1141842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1141874.250000 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -1141874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1141900.250000 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -1141900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1141916.875000 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -1141917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1141927.000000 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -1141927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1141932.625000 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -1141933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1141936.375000 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -1141936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1141934.750000 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -1141935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1141938.500000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -1141938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1141942.125000 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -1141942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1141944.375000 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -1141944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1141949.125000 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -1141949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1141952.375000 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -1141952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1141956.625000 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -1141957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1141965.000000 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -1141965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1141969.125000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -1141969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1141971.750000 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -1141972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1141975.000000 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -1141975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1141982.000000 Penalty: 2956.071045
	Iteration 36Q: 3 clusters Score -1141982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1141988.375000 Penalty: 2956.071045
	Iteration 37Q: 3 clusters Score -1141988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1141999.625000 Penalty: 2956.071045
	Iteration 38Q: 3 clusters Score -1142000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1142003.000000 Penalty: 2956.071045
	Iteration 39Q: 3 clusters Score -1142003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1142004.750000 Penalty: 2956.071045
	Iteration 40F: 3 clusters Score -1142005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1142007.375000 Penalty: 2956.071045
	Iteration 41Q: 3 clusters Score -1142007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1142007.500000 Penalty: 2956.071045
	Iteration 42Q: 3 clusters Score -1142008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1142008.625000 Penalty: 2956.071045
	Iteration 43Q: 3 clusters Score -1142009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1142013.250000 Penalty: 2956.071045
	Iteration 44Q: 3 clusters Score -1142013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1142015.125000 Penalty: 2956.071045
	Iteration 45Q: 3 clusters Score -1142015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1142015.375000 Penalty: 2956.071045
	Iteration 46Q: 3 clusters Score -1142015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1142017.375000 Penalty: 2956.071045
	Iteration 47Q: 3 clusters Score -1142017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1142020.375000 Penalty: 2956.071045
	Iteration 48Q: 3 clusters Score -1142020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1142022.125000 Penalty: 2956.071045
	Iteration 49Q: 3 clusters Score -1142022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1142024.000000 Penalty: 2956.071045
	Iteration 50Q: 3 clusters Score -1142024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1142024.500000 Penalty: 2956.071045
	Iteration 51Q: 3 clusters Score -1142024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1142024.875000 Penalty: 2956.071045
	Iteration 52Q: 3 clusters Score -1142025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1142025.375000 Penalty: 2956.071045
	Iteration 53Q: 3 clusters Score -1142025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1142025.375000 Penalty: 2956.071045
	Iteration 54F: 3 clusters Score -1142025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -34659.531250 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -34659.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33742.613281 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -33742.61 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34177.046875 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -34177.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34429.859375 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -34429.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34552.804688 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -34552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34638.234375 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -34638.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34691.820312 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -34691.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34734.214844 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -34734.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34756.683594 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -34756.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34785.984375 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -34785.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34798.046875 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -34798.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34817.187500 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -34817.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34820.136719 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -34820.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34821.789062 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -34821.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34821.789062 Penalty: 1996.162109
	Iteration 13F: 3 clusters Score -34821.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 96180 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 218 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
Score: -85944416.000000 Penalty: 95829.117188
Splitting cluster 24 changes total score from -85945352.000000 to -85944416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (68227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Entering Unmasked Estep 
Score: -9083504.000000 Penalty: 1808.721680
	Iteration 0F: 2 clusters Score -9083504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -9039797.000000 Penalty: 3617.443359
	Iteration 0F: 3 clusters Score -9039797 nChanged 32402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -9058700.000000 Penalty: 3617.443359
	Iteration 1F: 3 clusters Score -9058700 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -9059484.000000 Penalty: 3617.443359
	Iteration 2Q: 3 clusters Score -9059484 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -9060394.000000 Penalty: 3617.443359
	Iteration 3Q: 3 clusters Score -9060394 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -9061686.000000 Penalty: 3617.443359
	Iteration 4Q: 3 clusters Score -9061686 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -9063526.000000 Penalty: 3617.443359
	Iteration 5F: 3 clusters Score -9063526 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9066342.000000 Penalty: 3617.443359
	Iteration 6F: 3 clusters Score -9066342 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9069842.000000 Penalty: 3617.443359
	Iteration 7F: 3 clusters Score -9069842 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -9073334.000000 Penalty: 3617.443359
	Iteration 8F: 3 clusters Score -9073334 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -9076737.000000 Penalty: 3617.443359
	Iteration 9F: 3 clusters Score -9076737 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -9079085.000000 Penalty: 3617.443359
	Iteration 10Q: 3 clusters Score -9079085 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -9080454.000000 Penalty: 3617.443359
	Iteration 11Q: 3 clusters Score -9080454 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -9081148.000000 Penalty: 3617.443359
	Iteration 12Q: 3 clusters Score -9081148 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -9081521.000000 Penalty: 3617.443359
	Iteration 13Q: 3 clusters Score -9081521 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -9081717.000000 Penalty: 3617.443359
	Iteration 14Q: 3 clusters Score -9081717 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -9081848.000000 Penalty: 3617.443359
	Iteration 15Q: 3 clusters Score -9081848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -9081925.000000 Penalty: 3617.443359
	Iteration 16Q: 3 clusters Score -9081925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -9081956.000000 Penalty: 3617.443359
	Iteration 17Q: 3 clusters Score -9081956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -9081987.000000 Penalty: 3617.443359
	Iteration 18Q: 3 clusters Score -9081987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9082004.000000 Penalty: 3617.443359
	Iteration 19Q: 3 clusters Score -9082004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -9082019.000000 Penalty: 3617.443359
	Iteration 20F: 3 clusters Score -9082019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9082028.000000 Penalty: 3617.443359
	Iteration 21Q: 3 clusters Score -9082028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9082044.000000 Penalty: 3617.443359
	Iteration 22Q: 3 clusters Score -9082044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -9082066.000000 Penalty: 3617.443359
	Iteration 23Q: 3 clusters Score -9082066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9082070.000000 Penalty: 3617.443359
	Iteration 24Q: 3 clusters Score -9082070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9082078.000000 Penalty: 3617.443359
	Iteration 25Q: 3 clusters Score -9082078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -9082089.000000 Penalty: 3617.443359
	Iteration 26Q: 3 clusters Score -9082089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9082092.000000 Penalty: 3617.443359
	Iteration 27Q: 3 clusters Score -9082092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -9082107.000000 Penalty: 3617.443359
	Iteration 28Q: 3 clusters Score -9082107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -9082109.000000 Penalty: 3617.443359
	Iteration 29Q: 3 clusters Score -9082109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -9082115.000000 Penalty: 3617.443359
	Iteration 30Q: 3 clusters Score -9082115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -9082113.000000 Penalty: 3617.443359
	Iteration 31Q: 3 clusters Score -9082113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -9082115.000000 Penalty: 3617.443359
	Iteration 32Q: 3 clusters Score -9082115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9082117.000000 Penalty: 3617.443359
	Iteration 33Q: 3 clusters Score -9082117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9082117.000000 Penalty: 3617.443359
	Iteration 34F: 3 clusters Score -9082117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -113347.875000 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -113347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111999.445312 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -111999.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112299.320312 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -112299.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112374.312500 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -112374.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112415.687500 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -112415.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112446.078125 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -112446.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112481.601562 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -112481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112515.421875 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -112515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112554.523438 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -112554.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112606.546875 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -112606.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112668.375000 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -112668.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112706.726562 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -112706.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112761.015625 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -112761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112798.046875 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -112798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112818.562500 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -112818.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112832.617188 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -112832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112838.117188 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -112838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -112842.757812 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -112842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -112845.726562 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -112845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112848.390625 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -112848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112852.367188 Penalty: 2231.414551
	Iteration 19F: 3 clusters Score -112852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112865.882812 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -112865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112870.601562 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -112870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112874.562500 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -112874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112875.203125 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -112875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112875.203125 Penalty: 2231.414551
	Iteration 24F: 3 clusters Score -112875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72343.617188 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72343.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71190.062500 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71190.06 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71423.617188 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71423.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71501.804688 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71554.992188 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -71554.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71589.500000 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -71589.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71628.242188 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71628.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71655.062500 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71655.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71692.437500 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71692.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71711.765625 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71711.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71729.804688 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -71734.171875 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -71734.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71735.781250 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -71735.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71735.781250 Penalty: 2098.450195
	Iteration 12F: 3 clusters Score -71735.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Entering Unmasked Estep 
Score: -1141353.500000 Penalty: 1477.176636
	Iteration 0F: 2 clusters Score -1141354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1134787.625000 Penalty: 2954.353271
	Iteration 0F: 3 clusters Score -1134788 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1136960.125000 Penalty: 2954.353271
	Iteration 1F: 3 clusters Score -1136960 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1137275.750000 Penalty: 2954.353271
	Iteration 2F: 3 clusters Score -1137276 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1137551.250000 Penalty: 2954.353271
	Iteration 3F: 3 clusters Score -1137551 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1137802.875000 Penalty: 2954.353271
	Iteration 4F: 3 clusters Score -1137803 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1138049.750000 Penalty: 2954.353271
	Iteration 5F: 3 clusters Score -1138050 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1138273.750000 Penalty: 2954.353271
	Iteration 6Q: 3 clusters Score -1138274 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1138511.750000 Penalty: 2954.353271
	Iteration 7Q: 3 clusters Score -1138512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1138748.250000 Penalty: 2954.353271
	Iteration 8Q: 3 clusters Score -1138748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1138979.125000 Penalty: 2954.353271
	Iteration 9Q: 3 clusters Score -1138979 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1139202.125000 Penalty: 2954.353271
	Iteration 10Q: 3 clusters Score -1139202 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1139376.375000 Penalty: 2954.353271
	Iteration 11Q: 3 clusters Score -1139376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1139519.875000 Penalty: 2954.353271
	Iteration 12Q: 3 clusters Score -1139520 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1139644.125000 Penalty: 2954.353271
	Iteration 13Q: 3 clusters Score -1139644 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1139737.250000 Penalty: 2954.353271
	Iteration 14Q: 3 clusters Score -1139737 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1139816.125000 Penalty: 2954.353271
	Iteration 15Q: 3 clusters Score -1139816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1139872.375000 Penalty: 2954.353271
	Iteration 16Q: 3 clusters Score -1139872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1139914.375000 Penalty: 2954.353271
	Iteration 17Q: 3 clusters Score -1139914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1139936.875000 Penalty: 2954.353271
	Iteration 18Q: 3 clusters Score -1139937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1139955.500000 Penalty: 2954.353271
	Iteration 19Q: 3 clusters Score -1139956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1139975.500000 Penalty: 2954.353271
	Iteration 20F: 3 clusters Score -1139976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1139994.375000 Penalty: 2954.353271
	Iteration 21Q: 3 clusters Score -1139994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1140005.250000 Penalty: 2954.353271
	Iteration 22Q: 3 clusters Score -1140005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1140024.500000 Penalty: 2954.353271
	Iteration 23Q: 3 clusters Score -1140024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1140032.125000 Penalty: 2954.353271
	Iteration 24Q: 3 clusters Score -1140032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1140039.375000 Penalty: 2954.353271
	Iteration 25Q: 3 clusters Score -1140039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1140042.875000 Penalty: 2954.353271
	Iteration 26Q: 3 clusters Score -1140043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1140047.750000 Penalty: 2954.353271
	Iteration 27Q: 3 clusters Score -1140048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1140053.125000 Penalty: 2954.353271
	Iteration 28Q: 3 clusters Score -1140053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1140055.000000 Penalty: 2954.353271
	Iteration 29Q: 3 clusters Score -1140055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1140058.000000 Penalty: 2954.353271
	Iteration 30Q: 3 clusters Score -1140058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1140061.500000 Penalty: 2954.353271
	Iteration 31Q: 3 clusters Score -1140062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1140062.000000 Penalty: 2954.353271
	Iteration 32Q: 3 clusters Score -1140062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1140064.750000 Penalty: 2954.353271
	Iteration 33Q: 3 clusters Score -1140065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1140063.375000 Penalty: 2954.353271
	Iteration 34Q: 3 clusters Score -1140063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1140064.750000 Penalty: 2954.353271
	Iteration 35Q: 3 clusters Score -1140065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1140064.500000 Penalty: 2954.353271
	Iteration 36Q: 3 clusters Score -1140064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1140064.125000 Penalty: 2954.353271
	Iteration 37Q: 3 clusters Score -1140064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1140064.125000 Penalty: 2954.353271
	Iteration 38F: 3 clusters Score -1140064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -45545.605469 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -45545.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44616.839844 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -44616.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44712.242188 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -44712.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44729.023438 Penalty: 1919.242554
	Iteration 2Q: 3 clusters Score -44729.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44747.074219 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -44747.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44752.402344 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -44752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44754.812500 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -44754.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44755.902344 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -44755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44755.902344 Penalty: 1919.242554
	Iteration 7F: 3 clusters Score -44755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2675329.500000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675330 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2679476.000000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679476 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2679984.500000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2679984 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2680514.750000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2680515 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2681206.750000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2681207 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2682014.000000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2682014 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2682830.750000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2682831 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2683497.000000 Penalty: 3157.155029
	Iteration 7F: 3 clusters Score -2683497 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2683973.000000 Penalty: 3157.155029
	Iteration 8Q: 3 clusters Score -2683973 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2684299.000000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2684299 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2684525.750000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2684526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2684685.750000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2684686 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2684825.500000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2684826 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2684962.250000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2684962 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2685060.000000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2685060 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2685142.000000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2685142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2685207.250000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2685207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2685267.500000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2685268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2685321.500000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2685322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2685365.500000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2685366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2685396.500000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2685396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2685416.500000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2685416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2685443.500000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2685444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2685462.750000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2685463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2685477.250000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2685477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2685488.000000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -2685488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2685486.000000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -2685486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2685492.500000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -2685492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2685494.750000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -2685495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2685494.500000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -2685494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2685492.750000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -2685493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2685494.500000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -2685494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2685496.750000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -2685497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2685500.750000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -2685501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2685498.500000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -2685498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2685498.250000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -2685498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2685498.000000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -2685498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2685504.750000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -2685505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2685502.500000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -2685502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2685509.500000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -2685510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2685507.000000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -2685507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2685509.500000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -2685510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2685508.500000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -2685508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2685508.500000 Penalty: 3157.155029
	Iteration 43F: 3 clusters Score -2685508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (96180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Entering Unmasked Estep 
Score: -12784046.000000 Penalty: 1864.521240
	Iteration 0F: 2 clusters Score -1.278405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -12732386.000000 Penalty: 3729.042480
	Iteration 0F: 3 clusters Score -1.273239e+07 nChanged 45954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -12759078.000000 Penalty: 3729.042480
	Iteration 1F: 3 clusters Score -1.275908e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -12759958.000000 Penalty: 3729.042480
	Iteration 2Q: 3 clusters Score -1.275996e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -12761229.000000 Penalty: 3729.042480
	Iteration 3Q: 3 clusters Score -1.276123e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -12763491.000000 Penalty: 3729.042480
	Iteration 4F: 3 clusters Score -1.276349e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -12766594.000000 Penalty: 3729.042480
	Iteration 5F: 3 clusters Score -1.276659e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -12770531.000000 Penalty: 3729.042480
	Iteration 6F: 3 clusters Score -1.277053e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -12774355.000000 Penalty: 3729.042480
	Iteration 7F: 3 clusters Score -1.277436e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -12777397.000000 Penalty: 3729.042480
	Iteration 8Q: 3 clusters Score -1.27774e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -12779362.000000 Penalty: 3729.042480
	Iteration 9Q: 3 clusters Score -1.277936e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -12780610.000000 Penalty: 3729.042480
	Iteration 10Q: 3 clusters Score -1.278061e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -12781287.000000 Penalty: 3729.042480
	Iteration 11Q: 3 clusters Score -1.278129e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -12781679.000000 Penalty: 3729.042480
	Iteration 12Q: 3 clusters Score -1.278168e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -12782005.000000 Penalty: 3729.042480
	Iteration 13Q: 3 clusters Score -1.2782e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -12782179.000000 Penalty: 3729.042480
	Iteration 14Q: 3 clusters Score -1.278218e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -12782402.000000 Penalty: 3729.042480
	Iteration 15Q: 3 clusters Score -1.27824e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -12782517.000000 Penalty: 3729.042480
	Iteration 16Q: 3 clusters Score -1.278252e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -12782616.000000 Penalty: 3729.042480
	Iteration 17Q: 3 clusters Score -1.278262e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -12782725.000000 Penalty: 3729.042480
	Iteration 18Q: 3 clusters Score -1.278272e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -12782862.000000 Penalty: 3729.042480
	Iteration 19Q: 3 clusters Score -1.278286e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -12782890.000000 Penalty: 3729.042480
	Iteration 20F: 3 clusters Score -1.278289e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -12782923.000000 Penalty: 3729.042480
	Iteration 21Q: 3 clusters Score -1.278292e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -12783008.000000 Penalty: 3729.042480
	Iteration 22Q: 3 clusters Score -1.278301e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -12783064.000000 Penalty: 3729.042480
	Iteration 23Q: 3 clusters Score -1.278306e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -12783130.000000 Penalty: 3729.042480
	Iteration 24Q: 3 clusters Score -1.278313e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -12783248.000000 Penalty: 3729.042480
	Iteration 25Q: 3 clusters Score -1.278325e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -12783258.000000 Penalty: 3729.042480
	Iteration 26Q: 3 clusters Score -1.278326e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -12783289.000000 Penalty: 3729.042480
	Iteration 27Q: 3 clusters Score -1.278329e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -12783351.000000 Penalty: 3729.042480
	Iteration 28Q: 3 clusters Score -1.278335e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -12783360.000000 Penalty: 3729.042480
	Iteration 29Q: 3 clusters Score -1.278336e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -12783374.000000 Penalty: 3729.042480
	Iteration 30Q: 3 clusters Score -1.278337e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -12783391.000000 Penalty: 3729.042480
	Iteration 31Q: 3 clusters Score -1.278339e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -12783462.000000 Penalty: 3729.042480
	Iteration 32Q: 3 clusters Score -1.278346e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -12783490.000000 Penalty: 3729.042480
	Iteration 33Q: 3 clusters Score -1.278349e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -12783575.000000 Penalty: 3729.042480
	Iteration 34Q: 3 clusters Score -1.278358e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -12783557.000000 Penalty: 3729.042480
	Iteration 35Q: 3 clusters Score -1.278356e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -12783607.000000 Penalty: 3729.042480
	Iteration 36Q: 3 clusters Score -1.278361e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -12783624.000000 Penalty: 3729.042480
	Iteration 37Q: 3 clusters Score -1.278362e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -12783648.000000 Penalty: 3729.042480
	Iteration 38Q: 3 clusters Score -1.278365e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -12783709.000000 Penalty: 3729.042480
	Iteration 39Q: 3 clusters Score -1.278371e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -12783826.000000 Penalty: 3729.042480
	Iteration 40F: 3 clusters Score -1.278383e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -12783876.000000 Penalty: 3729.042480
	Iteration 41Q: 3 clusters Score -1.278388e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -12783932.000000 Penalty: 3729.042480
	Iteration 42Q: 3 clusters Score -1.278393e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -12783952.000000 Penalty: 3729.042480
	Iteration 43Q: 3 clusters Score -1.278395e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -12783981.000000 Penalty: 3729.042480
	Iteration 44Q: 3 clusters Score -1.278398e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -12783986.000000 Penalty: 3729.042480
	Iteration 45Q: 3 clusters Score -1.278399e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -12784038.000000 Penalty: 3729.042480
	Iteration 46Q: 3 clusters Score -1.278404e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -12784057.000000 Penalty: 3729.042480
	Iteration 47Q: 3 clusters Score -1.278406e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -12784125.000000 Penalty: 3729.042480
	Iteration 48Q: 3 clusters Score -1.278412e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -12784141.000000 Penalty: 3729.042480
	Iteration 49Q: 3 clusters Score -1.278414e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -12784239.000000 Penalty: 3729.042480
	Iteration 50Q: 3 clusters Score -1.278424e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -12784295.000000 Penalty: 3729.042480
	Iteration 51Q: 3 clusters Score -1.27843e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -12784327.000000 Penalty: 3729.042480
	Iteration 52Q: 3 clusters Score -1.278433e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -12784370.000000 Penalty: 3729.042480
	Iteration 53Q: 3 clusters Score -1.278437e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -12784396.000000 Penalty: 3729.042480
	Iteration 54Q: 3 clusters Score -1.27844e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -12784418.000000 Penalty: 3729.042480
	Iteration 55Q: 3 clusters Score -1.278442e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -12784546.000000 Penalty: 3729.042480
	Iteration 56Q: 3 clusters Score -1.278455e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -12784542.000000 Penalty: 3729.042480
	Iteration 57Q: 3 clusters Score -1.278454e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -12784584.000000 Penalty: 3729.042480
	Iteration 58Q: 3 clusters Score -1.278458e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -12784606.000000 Penalty: 3729.042480
	Iteration 59Q: 3 clusters Score -1.278461e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -12784654.000000 Penalty: 3729.042480
	Iteration 60F: 3 clusters Score -1.278465e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -12784680.000000 Penalty: 3729.042480
	Iteration 61Q: 3 clusters Score -1.278468e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -12784746.000000 Penalty: 3729.042480
	Iteration 62Q: 3 clusters Score -1.278475e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -12784736.000000 Penalty: 3729.042480
	Iteration 63Q: 3 clusters Score -1.278474e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -12784748.000000 Penalty: 3729.042480
	Iteration 64Q: 3 clusters Score -1.278475e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -12784744.000000 Penalty: 3729.042480
	Iteration 65Q: 3 clusters Score -1.278474e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -12784763.000000 Penalty: 3729.042480
	Iteration 66Q: 3 clusters Score -1.278476e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -12784794.000000 Penalty: 3729.042480
	Iteration 67Q: 3 clusters Score -1.278479e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -12784767.000000 Penalty: 3729.042480
	Iteration 68Q: 3 clusters Score -1.278477e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -12784796.000000 Penalty: 3729.042480
	Iteration 69Q: 3 clusters Score -1.27848e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -12784814.000000 Penalty: 3729.042480
	Iteration 70Q: 3 clusters Score -1.278481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -12784842.000000 Penalty: 3729.042480
	Iteration 71Q: 3 clusters Score -1.278484e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -12784867.000000 Penalty: 3729.042480
	Iteration 72Q: 3 clusters Score -1.278487e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -12784872.000000 Penalty: 3729.042480
	Iteration 73Q: 3 clusters Score -1.278487e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -12784873.000000 Penalty: 3729.042480
	Iteration 74Q: 3 clusters Score -1.278487e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -12784851.000000 Penalty: 3729.042480
	Iteration 75Q: 3 clusters Score -1.278485e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -12784828.000000 Penalty: 3729.042480
	Iteration 76Q: 3 clusters Score -1.278483e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -12784849.000000 Penalty: 3729.042480
	Iteration 77Q: 3 clusters Score -1.278485e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -12784840.000000 Penalty: 3729.042480
	Iteration 78Q: 3 clusters Score -1.278484e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -12784833.000000 Penalty: 3729.042480
	Iteration 79Q: 3 clusters Score -1.278483e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -12784841.000000 Penalty: 3729.042480
	Iteration 80F: 3 clusters Score -1.278484e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -12784835.000000 Penalty: 3729.042480
	Iteration 81Q: 3 clusters Score -1.278484e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -12784854.000000 Penalty: 3729.042480
	Iteration 82Q: 3 clusters Score -1.278485e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -12784852.000000 Penalty: 3729.042480
	Iteration 83Q: 3 clusters Score -1.278485e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -12784883.000000 Penalty: 3729.042480
	Iteration 84Q: 3 clusters Score -1.278488e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -12784867.000000 Penalty: 3729.042480
	Iteration 85Q: 3 clusters Score -1.278487e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -12784890.000000 Penalty: 3729.042480
	Iteration 86Q: 3 clusters Score -1.278489e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -12784890.000000 Penalty: 3729.042480
	Iteration 87Q: 3 clusters Score -1.278489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -12784900.000000 Penalty: 3729.042480
	Iteration 88Q: 3 clusters Score -1.27849e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -12784902.000000 Penalty: 3729.042480
	Iteration 89Q: 3 clusters Score -1.27849e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -12784914.000000 Penalty: 3729.042480
	Iteration 90Q: 3 clusters Score -1.278491e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -12784952.000000 Penalty: 3729.042480
	Iteration 91Q: 3 clusters Score -1.278495e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -12784952.000000 Penalty: 3729.042480
	Iteration 92Q: 3 clusters Score -1.278495e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -12784942.000000 Penalty: 3729.042480
	Iteration 93Q: 3 clusters Score -1.278494e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -12784930.000000 Penalty: 3729.042480
	Iteration 94Q: 3 clusters Score -1.278493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -12784983.000000 Penalty: 3729.042480
	Iteration 95Q: 3 clusters Score -1.278498e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -12784963.000000 Penalty: 3729.042480
	Iteration 96Q: 3 clusters Score -1.278496e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -12784968.000000 Penalty: 3729.042480
	Iteration 97Q: 3 clusters Score -1.278497e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -12784984.000000 Penalty: 3729.042480
	Iteration 98Q: 3 clusters Score -1.278498e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -12785013.000000 Penalty: 3729.042480
	Iteration 99Q: 3 clusters Score -1.278501e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -12785042.000000 Penalty: 3729.042480
	Iteration 100F: 3 clusters Score -1.278504e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -12785050.000000 Penalty: 3729.042480
	Iteration 101Q: 3 clusters Score -1.278505e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -12785073.000000 Penalty: 3729.042480
	Iteration 102Q: 3 clusters Score -1.278507e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -12785049.000000 Penalty: 3729.042480
	Iteration 103Q: 3 clusters Score -1.278505e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -12785052.000000 Penalty: 3729.042480
	Iteration 104Q: 3 clusters Score -1.278505e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -12785069.000000 Penalty: 3729.042480
	Iteration 105Q: 3 clusters Score -1.278507e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -12785102.000000 Penalty: 3729.042480
	Iteration 106Q: 3 clusters Score -1.27851e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -12785137.000000 Penalty: 3729.042480
	Iteration 107Q: 3 clusters Score -1.278514e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -12785148.000000 Penalty: 3729.042480
	Iteration 108Q: 3 clusters Score -1.278515e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -12785170.000000 Penalty: 3729.042480
	Iteration 109Q: 3 clusters Score -1.278517e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -12785177.000000 Penalty: 3729.042480
	Iteration 110Q: 3 clusters Score -1.278518e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -12785200.000000 Penalty: 3729.042480
	Iteration 111Q: 3 clusters Score -1.27852e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -12785194.000000 Penalty: 3729.042480
	Iteration 112Q: 3 clusters Score -1.278519e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -12785209.000000 Penalty: 3729.042480
	Iteration 113Q: 3 clusters Score -1.278521e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -12785248.000000 Penalty: 3729.042480
	Iteration 114Q: 3 clusters Score -1.278525e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -12785256.000000 Penalty: 3729.042480
	Iteration 115Q: 3 clusters Score -1.278526e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -12785255.000000 Penalty: 3729.042480
	Iteration 116Q: 3 clusters Score -1.278526e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -12785269.000000 Penalty: 3729.042480
	Iteration 117Q: 3 clusters Score -1.278527e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -12785246.000000 Penalty: 3729.042480
	Iteration 118Q: 3 clusters Score -1.278525e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -12785240.000000 Penalty: 3729.042480
	Iteration 119Q: 3 clusters Score -1.278524e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -12785236.000000 Penalty: 3729.042480
	Iteration 120F: 3 clusters Score -1.278524e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -12785268.000000 Penalty: 3729.042480
	Iteration 121Q: 3 clusters Score -1.278527e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -12785232.000000 Penalty: 3729.042480
	Iteration 122Q: 3 clusters Score -1.278523e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -12785233.000000 Penalty: 3729.042480
	Iteration 123Q: 3 clusters Score -1.278523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -12785246.000000 Penalty: 3729.042480
	Iteration 124Q: 3 clusters Score -1.278525e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -12785255.000000 Penalty: 3729.042480
	Iteration 125Q: 3 clusters Score -1.278526e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -12785205.000000 Penalty: 3729.042480
	Iteration 126Q: 3 clusters Score -1.27852e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -12785197.000000 Penalty: 3729.042480
	Iteration 127Q: 3 clusters Score -1.27852e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -12785206.000000 Penalty: 3729.042480
	Iteration 128Q: 3 clusters Score -1.278521e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -12785188.000000 Penalty: 3729.042480
	Iteration 129Q: 3 clusters Score -1.278519e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -12785193.000000 Penalty: 3729.042480
	Iteration 130Q: 3 clusters Score -1.278519e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -12785174.000000 Penalty: 3729.042480
	Iteration 131Q: 3 clusters Score -1.278517e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -12785208.000000 Penalty: 3729.042480
	Iteration 132Q: 3 clusters Score -1.278521e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -12785223.000000 Penalty: 3729.042480
	Iteration 133Q: 3 clusters Score -1.278522e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -12785199.000000 Penalty: 3729.042480
	Iteration 134Q: 3 clusters Score -1.27852e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -12785232.000000 Penalty: 3729.042480
	Iteration 135Q: 3 clusters Score -1.278523e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -12785213.000000 Penalty: 3729.042480
	Iteration 136Q: 3 clusters Score -1.278521e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -12785186.000000 Penalty: 3729.042480
	Iteration 137Q: 3 clusters Score -1.278519e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -12785205.000000 Penalty: 3729.042480
	Iteration 138Q: 3 clusters Score -1.27852e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -12785235.000000 Penalty: 3729.042480
	Iteration 139Q: 3 clusters Score -1.278524e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -12785228.000000 Penalty: 3729.042480
	Iteration 140F: 3 clusters Score -1.278523e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -12785241.000000 Penalty: 3729.042480
	Iteration 141Q: 3 clusters Score -1.278524e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -12785263.000000 Penalty: 3729.042480
	Iteration 142Q: 3 clusters Score -1.278526e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -12785235.000000 Penalty: 3729.042480
	Iteration 143Q: 3 clusters Score -1.278524e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -12785255.000000 Penalty: 3729.042480
	Iteration 144Q: 3 clusters Score -1.278526e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -12785280.000000 Penalty: 3729.042480
	Iteration 145Q: 3 clusters Score -1.278528e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -12785295.000000 Penalty: 3729.042480
	Iteration 146Q: 3 clusters Score -1.27853e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -12785289.000000 Penalty: 3729.042480
	Iteration 147Q: 3 clusters Score -1.278529e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -12785300.000000 Penalty: 3729.042480
	Iteration 148Q: 3 clusters Score -1.27853e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -12785326.000000 Penalty: 3729.042480
	Iteration 149Q: 3 clusters Score -1.278533e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -12785370.000000 Penalty: 3729.042480
	Iteration 150Q: 3 clusters Score -1.278537e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -12785375.000000 Penalty: 3729.042480
	Iteration 151Q: 3 clusters Score -1.278538e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -12785374.000000 Penalty: 3729.042480
	Iteration 152Q: 3 clusters Score -1.278537e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -12785396.000000 Penalty: 3729.042480
	Iteration 153Q: 3 clusters Score -1.27854e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -12785448.000000 Penalty: 3729.042480
	Iteration 154Q: 3 clusters Score -1.278545e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -12785477.000000 Penalty: 3729.042480
	Iteration 155Q: 3 clusters Score -1.278548e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -12785516.000000 Penalty: 3729.042480
	Iteration 156Q: 3 clusters Score -1.278552e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -12785516.000000 Penalty: 3729.042480
	Iteration 157Q: 3 clusters Score -1.278552e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -12785580.000000 Penalty: 3729.042480
	Iteration 158Q: 3 clusters Score -1.278558e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -12785570.000000 Penalty: 3729.042480
	Iteration 159Q: 3 clusters Score -1.278557e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -12785586.000000 Penalty: 3729.042480
	Iteration 160F: 3 clusters Score -1.278559e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -12785637.000000 Penalty: 3729.042480
	Iteration 161Q: 3 clusters Score -1.278564e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -12785673.000000 Penalty: 3729.042480
	Iteration 162Q: 3 clusters Score -1.278567e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -12785693.000000 Penalty: 3729.042480
	Iteration 163Q: 3 clusters Score -1.278569e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -12785700.000000 Penalty: 3729.042480
	Iteration 164Q: 3 clusters Score -1.27857e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -12785755.000000 Penalty: 3729.042480
	Iteration 165Q: 3 clusters Score -1.278576e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -12785812.000000 Penalty: 3729.042480
	Iteration 166Q: 3 clusters Score -1.278581e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -12785812.000000 Penalty: 3729.042480
	Iteration 167Q: 3 clusters Score -1.278581e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -12785809.000000 Penalty: 3729.042480
	Iteration 168Q: 3 clusters Score -1.278581e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -12785875.000000 Penalty: 3729.042480
	Iteration 169Q: 3 clusters Score -1.278588e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -12785896.000000 Penalty: 3729.042480
	Iteration 170Q: 3 clusters Score -1.27859e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -12785955.000000 Penalty: 3729.042480
	Iteration 171Q: 3 clusters Score -1.278596e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -12786004.000000 Penalty: 3729.042480
	Iteration 172Q: 3 clusters Score -1.2786e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -12786019.000000 Penalty: 3729.042480
	Iteration 173Q: 3 clusters Score -1.278602e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -12786041.000000 Penalty: 3729.042480
	Iteration 174Q: 3 clusters Score -1.278604e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -12786049.000000 Penalty: 3729.042480
	Iteration 175Q: 3 clusters Score -1.278605e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -12786069.000000 Penalty: 3729.042480
	Iteration 176Q: 3 clusters Score -1.278607e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -12786062.000000 Penalty: 3729.042480
	Iteration 177Q: 3 clusters Score -1.278606e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -12786026.000000 Penalty: 3729.042480
	Iteration 178Q: 3 clusters Score -1.278603e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -12786030.000000 Penalty: 3729.042480
	Iteration 179Q: 3 clusters Score -1.278603e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -12786020.000000 Penalty: 3729.042480
	Iteration 180F: 3 clusters Score -1.278602e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -12786012.000000 Penalty: 3729.042480
	Iteration 181Q: 3 clusters Score -1.278601e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -12786004.000000 Penalty: 3729.042480
	Iteration 182Q: 3 clusters Score -1.2786e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -12786017.000000 Penalty: 3729.042480
	Iteration 183Q: 3 clusters Score -1.278602e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -12785998.000000 Penalty: 3729.042480
	Iteration 184Q: 3 clusters Score -1.2786e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -12785983.000000 Penalty: 3729.042480
	Iteration 185Q: 3 clusters Score -1.278598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -12785998.000000 Penalty: 3729.042480
	Iteration 186Q: 3 clusters Score -1.2786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -12786007.000000 Penalty: 3729.042480
	Iteration 187Q: 3 clusters Score -1.278601e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -12786025.000000 Penalty: 3729.042480
	Iteration 188Q: 3 clusters Score -1.278602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -12786018.000000 Penalty: 3729.042480
	Iteration 189Q: 3 clusters Score -1.278602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -12786034.000000 Penalty: 3729.042480
	Iteration 190Q: 3 clusters Score -1.278603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -12786021.000000 Penalty: 3729.042480
	Iteration 191Q: 3 clusters Score -1.278602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -12786008.000000 Penalty: 3729.042480
	Iteration 192Q: 3 clusters Score -1.278601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -12786016.000000 Penalty: 3729.042480
	Iteration 193Q: 3 clusters Score -1.278602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -12786017.000000 Penalty: 3729.042480
	Iteration 194Q: 3 clusters Score -1.278602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -12786000.000000 Penalty: 3729.042480
	Iteration 195Q: 3 clusters Score -1.2786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -12786018.000000 Penalty: 3729.042480
	Iteration 196Q: 3 clusters Score -1.278602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -12786022.000000 Penalty: 3729.042480
	Iteration 197Q: 3 clusters Score -1.278602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -12786031.000000 Penalty: 3729.042480
	Iteration 198Q: 3 clusters Score -1.278603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -12786034.000000 Penalty: 3729.042480
	Iteration 199Q: 3 clusters Score -1.278603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -12786039.000000 Penalty: 3729.042480
	Iteration 200F: 3 clusters Score -1.278604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -12786032.000000 Penalty: 3729.042480
	Iteration 201Q: 3 clusters Score -1.278603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -12786039.000000 Penalty: 3729.042480
	Iteration 202Q: 3 clusters Score -1.278604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -12786047.000000 Penalty: 3729.042480
	Iteration 203Q: 3 clusters Score -1.278605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -12786041.000000 Penalty: 3729.042480
	Iteration 204Q: 3 clusters Score -1.278604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -12786051.000000 Penalty: 3729.042480
	Iteration 205Q: 3 clusters Score -1.278605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -12786054.000000 Penalty: 3729.042480
	Iteration 206Q: 3 clusters Score -1.278605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -12786055.000000 Penalty: 3729.042480
	Iteration 207Q: 3 clusters Score -1.278606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -12786064.000000 Penalty: 3729.042480
	Iteration 208Q: 3 clusters Score -1.278606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -12786058.000000 Penalty: 3729.042480
	Iteration 209Q: 3 clusters Score -1.278606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -12786056.000000 Penalty: 3729.042480
	Iteration 210Q: 3 clusters Score -1.278606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -12786052.000000 Penalty: 3729.042480
	Iteration 211Q: 3 clusters Score -1.278605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -12786053.000000 Penalty: 3729.042480
	Iteration 212Q: 3 clusters Score -1.278605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -12786053.000000 Penalty: 3729.042480
	Iteration 213F: 3 clusters Score -1.278605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 38156 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58024 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
Score: -85947008.000000 Penalty: 95829.117188
Splitting cluster 31 changes total score from -85945352.000000 to -85947008.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -17527.744141 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -17527.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16865.156250 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -16865.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17061.406250 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -17061.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17144.929688 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -17144.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17172.121094 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -17172.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17184.511719 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -17184.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17188.714844 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -17188.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17192.630859 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -17192.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17195.851562 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -17195.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17195.851562 Penalty: 1828.976929
	Iteration 8F: 3 clusters Score -17195.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -27085.884766 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -27085.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26337.220703 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -26337.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26605.886719 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -26605.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26711.621094 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -26711.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26840.759766 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -26840.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26934.429688 Penalty: 1861.225464
	Iteration 4F: 3 clusters Score -26934.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26969.023438 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -26969.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26975.818359 Penalty: 1861.225464
	Iteration 6Q: 3 clusters Score -26975.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26976.666016 Penalty: 1861.225464
	Iteration 7Q: 3 clusters Score -26976.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26976.666016 Penalty: 1861.225464
	Iteration 8F: 3 clusters Score -26976.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -197537.781250 Penalty: 1196.944580
	Iteration 0F: 2 clusters Score -197537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195703.359375 Penalty: 2393.889160
	Iteration 0F: 3 clusters Score -195703.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196136.750000 Penalty: 2393.889160
	Iteration 1F: 3 clusters Score -196136.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -196269.125000 Penalty: 2393.889160
	Iteration 2F: 3 clusters Score -196269.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196353.812500 Penalty: 2393.889160
	Iteration 3F: 3 clusters Score -196353.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -196422.015625 Penalty: 2393.889160
	Iteration 4Q: 3 clusters Score -196422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -196488.078125 Penalty: 2393.889160
	Iteration 5Q: 3 clusters Score -196488.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196542.828125 Penalty: 2393.889160
	Iteration 6Q: 3 clusters Score -196542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -196598.109375 Penalty: 2393.889160
	Iteration 7Q: 3 clusters Score -196598.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -196651.265625 Penalty: 2393.889160
	Iteration 8Q: 3 clusters Score -196651.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -196703.781250 Penalty: 2393.889160
	Iteration 9Q: 3 clusters Score -196703.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -196755.281250 Penalty: 2393.889160
	Iteration 10Q: 3 clusters Score -196755.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -196785.531250 Penalty: 2393.889160
	Iteration 11Q: 3 clusters Score -196785.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -196805.546875 Penalty: 2393.889160
	Iteration 12Q: 3 clusters Score -196805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -196819.546875 Penalty: 2393.889160
	Iteration 13Q: 3 clusters Score -196819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -196829.296875 Penalty: 2393.889160
	Iteration 14Q: 3 clusters Score -196829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -196834.750000 Penalty: 2393.889160
	Iteration 15Q: 3 clusters Score -196834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -196843.062500 Penalty: 2393.889160
	Iteration 16Q: 3 clusters Score -196843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -196855.921875 Penalty: 2393.889160
	Iteration 17Q: 3 clusters Score -196855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196858.937500 Penalty: 2393.889160
	Iteration 18Q: 3 clusters Score -196858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196861.375000 Penalty: 2393.889160
	Iteration 19Q: 3 clusters Score -196861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -196863.109375 Penalty: 2393.889160
	Iteration 20F: 3 clusters Score -196863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -196869.250000 Penalty: 2393.889160
	Iteration 21Q: 3 clusters Score -196869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -196871.093750 Penalty: 2393.889160
	Iteration 22Q: 3 clusters Score -196871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -196874.406250 Penalty: 2393.889160
	Iteration 23Q: 3 clusters Score -196874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -196878.671875 Penalty: 2393.889160
	Iteration 24Q: 3 clusters Score -196878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -196880.359375 Penalty: 2393.889160
	Iteration 25Q: 3 clusters Score -196880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -196884.187500 Penalty: 2393.889160
	Iteration 26Q: 3 clusters Score -196884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -196886.390625 Penalty: 2393.889160
	Iteration 27Q: 3 clusters Score -196886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -196887.921875 Penalty: 2393.889160
	Iteration 28Q: 3 clusters Score -196887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -196887.921875 Penalty: 2393.889160
	Iteration 29F: 3 clusters Score -196887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67760.671875 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67760.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67918.757812 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67918.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67962.109375 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -67962.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67970.765625 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67970.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67971.765625 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -67971.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67971.765625 Penalty: 1927.979736
	Iteration 5F: 3 clusters Score -67971.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -16168.750000 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -16168.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15366.750000 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -15366.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15691.058594 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -15691.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15886.219727 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -15886.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16000.947266 Penalty: 1889.592529
	Iteration 3F: 3 clusters Score -16000.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16137.988281 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -16137.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16195.524414 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -16195.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16236.184570 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -16236.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16244.232422 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -16244.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16263.860352 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -16263.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16264.368164 Penalty: 1889.592529
	Iteration 9F: 3 clusters Score -16264.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16273.073242 Penalty: 1889.592529
	Iteration 10Q: 3 clusters Score -16273.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16296.997070 Penalty: 1889.592529
	Iteration 11Q: 3 clusters Score -16297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16311.717773 Penalty: 1889.592529
	Iteration 12Q: 3 clusters Score -16311.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16335.380859 Penalty: 1889.592529
	Iteration 13Q: 3 clusters Score -16335.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16345.446289 Penalty: 1889.592529
	Iteration 14Q: 3 clusters Score -16345.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16351.627930 Penalty: 1889.592529
	Iteration 15Q: 3 clusters Score -16351.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16356.882812 Penalty: 1889.592529
	Iteration 16Q: 3 clusters Score -16356.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16360.714844 Penalty: 1889.592529
	Iteration 17Q: 3 clusters Score -16360.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16360.714844 Penalty: 1889.592529
	Iteration 18F: 3 clusters Score -16360.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 38156 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 131 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58024 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 204 members 
Entering Unmasked Estep 
Score: -85945936.000000 Penalty: 98007.054688
Splitting cluster 36 changes total score from -85945352.000000 to -85945936.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -24648.576172 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -24648.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23894.457031 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -23894.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23993.917969 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -23993.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24018.964844 Penalty: 1768.785767
	Iteration 2Q: 3 clusters Score -24018.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24027.029297 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -24027.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24029.148438 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -24029.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24031.105469 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -24031.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24031.105469 Penalty: 1768.785767
	Iteration 6F: 3 clusters Score -24031.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83782.906250 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83782.91 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83986.179688 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -83986.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84102.937500 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84102.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84203.296875 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -84203.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84281.250000 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84281.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84347.179688 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84347.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -84384.289062 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84384.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84401.484375 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84401.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -84410.039062 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84410.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84417.718750 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84417.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -84430.156250 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -84430.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84431.828125 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -84431.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84431.828125 Penalty: 2100.991211
	Iteration 12F: 3 clusters Score -84431.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (27272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Entering Unmasked Estep 
Score: -3534947.500000 Penalty: 1659.712524
	Iteration 0F: 2 clusters Score -3534948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3516626.750000 Penalty: 3319.425049
	Iteration 0F: 3 clusters Score -3516627 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3523548.250000 Penalty: 3319.425049
	Iteration 1F: 3 clusters Score -3523548 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3524106.500000 Penalty: 3319.425049
	Iteration 2F: 3 clusters Score -3524106 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3524734.500000 Penalty: 3319.425049
	Iteration 3F: 3 clusters Score -3524734 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3525539.500000 Penalty: 3319.425049
	Iteration 4F: 3 clusters Score -3525540 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3526528.250000 Penalty: 3319.425049
	Iteration 5F: 3 clusters Score -3526528 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3527715.000000 Penalty: 3319.425049
	Iteration 6F: 3 clusters Score -3527715 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3528919.250000 Penalty: 3319.425049
	Iteration 7F: 3 clusters Score -3528919 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3530060.750000 Penalty: 3319.425049
	Iteration 8F: 3 clusters Score -3530061 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3531049.000000 Penalty: 3319.425049
	Iteration 9Q: 3 clusters Score -3531049 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3531870.250000 Penalty: 3319.425049
	Iteration 10Q: 3 clusters Score -3531870 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3532490.250000 Penalty: 3319.425049
	Iteration 11Q: 3 clusters Score -3532490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3532951.750000 Penalty: 3319.425049
	Iteration 12Q: 3 clusters Score -3532952 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3533251.250000 Penalty: 3319.425049
	Iteration 13Q: 3 clusters Score -3533251 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3533417.000000 Penalty: 3319.425049
	Iteration 14Q: 3 clusters Score -3533417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3533527.250000 Penalty: 3319.425049
	Iteration 15Q: 3 clusters Score -3533527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3533591.250000 Penalty: 3319.425049
	Iteration 16Q: 3 clusters Score -3533591 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3533642.250000 Penalty: 3319.425049
	Iteration 17Q: 3 clusters Score -3533642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3533670.500000 Penalty: 3319.425049
	Iteration 18Q: 3 clusters Score -3533670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3533690.250000 Penalty: 3319.425049
	Iteration 19Q: 3 clusters Score -3533690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3533700.750000 Penalty: 3319.425049
	Iteration 20F: 3 clusters Score -3533701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3533717.000000 Penalty: 3319.425049
	Iteration 21Q: 3 clusters Score -3533717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3533726.750000 Penalty: 3319.425049
	Iteration 22Q: 3 clusters Score -3533727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3533730.250000 Penalty: 3319.425049
	Iteration 23Q: 3 clusters Score -3533730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3533742.250000 Penalty: 3319.425049
	Iteration 24Q: 3 clusters Score -3533742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3533748.000000 Penalty: 3319.425049
	Iteration 25Q: 3 clusters Score -3533748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3533748.000000 Penalty: 3319.425049
	Iteration 26Q: 3 clusters Score -3533748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3533752.250000 Penalty: 3319.425049
	Iteration 27Q: 3 clusters Score -3533752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3533756.750000 Penalty: 3319.425049
	Iteration 28Q: 3 clusters Score -3533757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3533753.250000 Penalty: 3319.425049
	Iteration 29Q: 3 clusters Score -3533753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3533756.750000 Penalty: 3319.425049
	Iteration 30Q: 3 clusters Score -3533757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3533760.750000 Penalty: 3319.425049
	Iteration 31Q: 3 clusters Score -3533761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3533765.500000 Penalty: 3319.425049
	Iteration 32Q: 3 clusters Score -3533766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3533764.000000 Penalty: 3319.425049
	Iteration 33Q: 3 clusters Score -3533764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3533762.750000 Penalty: 3319.425049
	Iteration 34Q: 3 clusters Score -3533763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3533769.000000 Penalty: 3319.425049
	Iteration 35Q: 3 clusters Score -3533769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3533773.250000 Penalty: 3319.425049
	Iteration 36Q: 3 clusters Score -3533773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3533775.250000 Penalty: 3319.425049
	Iteration 37Q: 3 clusters Score -3533775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3533778.250000 Penalty: 3319.425049
	Iteration 38Q: 3 clusters Score -3533778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3533780.500000 Penalty: 3319.425049
	Iteration 39Q: 3 clusters Score -3533780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3533781.250000 Penalty: 3319.425049
	Iteration 40F: 3 clusters Score -3533781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -41380.113281 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -41380.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40412.929688 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -40412.93 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40736.101562 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -40736.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40886.730469 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -40886.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40945.511719 Penalty: 1982.603638
	Iteration 3F: 3 clusters Score -40945.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41016.183594 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -41016.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41047.546875 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -41047.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41068.933594 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -41068.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41092.769531 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -41092.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41118.609375 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -41118.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41135.789062 Penalty: 1982.603638
	Iteration 9Q: 3 clusters Score -41135.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41157.777344 Penalty: 1982.603638
	Iteration 10Q: 3 clusters Score -41157.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41167.585938 Penalty: 1982.603638
	Iteration 11Q: 3 clusters Score -41167.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41179.867188 Penalty: 1982.603638
	Iteration 12Q: 3 clusters Score -41179.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41185.367188 Penalty: 1982.603638
	Iteration 13Q: 3 clusters Score -41185.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41195.234375 Penalty: 1982.603638
	Iteration 14Q: 3 clusters Score -41195.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41207.394531 Penalty: 1982.603638
	Iteration 15Q: 3 clusters Score -41207.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41219.222656 Penalty: 1982.603638
	Iteration 16Q: 3 clusters Score -41219.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41253.468750 Penalty: 1982.603638
	Iteration 17Q: 3 clusters Score -41253.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41271.515625 Penalty: 1982.603638
	Iteration 18Q: 3 clusters Score -41271.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41280.687500 Penalty: 1982.603638
	Iteration 19Q: 3 clusters Score -41280.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41289.871094 Penalty: 1982.603638
	Iteration 20F: 3 clusters Score -41289.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41294.097656 Penalty: 1982.603638
	Iteration 21Q: 3 clusters Score -41294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41294.824219 Penalty: 1982.603638
	Iteration 22Q: 3 clusters Score -41294.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41294.824219 Penalty: 1982.603638
	Iteration 23F: 3 clusters Score -41294.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Entering Unmasked Estep 
Score: -1487141.625000 Penalty: 1527.212280
	Iteration 0F: 2 clusters Score -1487142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1478653.750000 Penalty: 3054.424561
	Iteration 0F: 3 clusters Score -1478654 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1481675.125000 Penalty: 3054.424561
	Iteration 1F: 3 clusters Score -1481675 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1482112.875000 Penalty: 3054.424561
	Iteration 2F: 3 clusters Score -1482113 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1482609.000000 Penalty: 3054.424561
	Iteration 3F: 3 clusters Score -1482609 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1483161.000000 Penalty: 3054.424561
	Iteration 4F: 3 clusters Score -1483161 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1483735.375000 Penalty: 3054.424561
	Iteration 5F: 3 clusters Score -1483735 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1484324.625000 Penalty: 3054.424561
	Iteration 6F: 3 clusters Score -1484325 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1484817.500000 Penalty: 3054.424561
	Iteration 7F: 3 clusters Score -1484818 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1485225.125000 Penalty: 3054.424561
	Iteration 8Q: 3 clusters Score -1485225 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1485568.000000 Penalty: 3054.424561
	Iteration 9Q: 3 clusters Score -1485568 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1485792.625000 Penalty: 3054.424561
	Iteration 10Q: 3 clusters Score -1485793 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1485975.875000 Penalty: 3054.424561
	Iteration 11Q: 3 clusters Score -1485976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1486116.625000 Penalty: 3054.424561
	Iteration 12Q: 3 clusters Score -1486117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1486222.125000 Penalty: 3054.424561
	Iteration 13Q: 3 clusters Score -1486222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1486310.000000 Penalty: 3054.424561
	Iteration 14Q: 3 clusters Score -1486310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1486374.125000 Penalty: 3054.424561
	Iteration 15Q: 3 clusters Score -1486374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1486415.375000 Penalty: 3054.424561
	Iteration 16Q: 3 clusters Score -1486415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1486432.625000 Penalty: 3054.424561
	Iteration 17Q: 3 clusters Score -1486433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1486445.375000 Penalty: 3054.424561
	Iteration 18Q: 3 clusters Score -1486445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1486457.750000 Penalty: 3054.424561
	Iteration 19Q: 3 clusters Score -1486458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1486464.125000 Penalty: 3054.424561
	Iteration 20F: 3 clusters Score -1486464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1486464.625000 Penalty: 3054.424561
	Iteration 21Q: 3 clusters Score -1486465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1486464.625000 Penalty: 3054.424561
	Iteration 22F: 3 clusters Score -1486465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -39276.574219 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -39276.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38357.906250 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -38357.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38469.304688 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -38469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38508.519531 Penalty: 1883.718750
	Iteration 2Q: 3 clusters Score -38508.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38537.132812 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -38537.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38553.574219 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -38553.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38569.019531 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -38569.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38586.675781 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -38586.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38601.308594 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -38601.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38603.531250 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -38603.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38605.796875 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -38605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38606.671875 Penalty: 1883.718750
	Iteration 10Q: 3 clusters Score -38606.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38609.902344 Penalty: 1883.718750
	Iteration 11Q: 3 clusters Score -38609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38609.902344 Penalty: 1883.718750
	Iteration 12F: 3 clusters Score -38609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -36534.859375 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -36534.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35604.289062 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -35604.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35815.023438 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -35815.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35966.175781 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -35966.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36189.683594 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -36189.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36316.257812 Penalty: 1935.647095
	Iteration 4F: 3 clusters Score -36316.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36375.324219 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -36375.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36394.210938 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -36394.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36398.796875 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -36398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36398.796875 Penalty: 1935.647095
	Iteration 8F: 3 clusters Score -36398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 51778 members 
Mstep: Class 3 contains 33310 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57248 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 59565 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 68227 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 38156 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 131 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27272 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 44 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951736.000000 Penalty: 98007.054688
Iteration 159Q: 46 clusters Score -8.595174e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 53569 members 
Mstep: Class 3 contains 33270 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56738 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 57435 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 54716 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 58791 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 465 members 
Mstep: Class 25 contains 67415 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8925 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 43639 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 133 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 27139 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12124 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54205 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955848.000000 Penalty: 98007.054688
Iteration 160F: 46 clusters Score -8.595585e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 54872 members 
Mstep: Class 3 contains 33214 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 56082 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 56736 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 53223 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 16534 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 56963 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8923 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 66149 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 47417 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26866 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 12127 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 55510 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959592.000000 Penalty: 98007.054688
Iteration 161Q: 46 clusters Score -8.595959e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 55859 members 
Mstep: Class 3 contains 33167 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 55506 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 56179 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 51823 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16485 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 54875 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 64999 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8881 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 51200 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 144 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26669 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 12101 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 56889 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961584.000000 Penalty: 98007.054688
Iteration 162Q: 46 clusters Score -8.596158e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 56647 members 
Mstep: Class 3 contains 33119 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 54984 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 55661 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 50303 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16444 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 52668 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 64042 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 8858 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54923 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 144 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26564 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 12051 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58354 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963984.000000 Penalty: 98007.054688
Iteration 163Q: 46 clusters Score -8.596398e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 57081 members 
Mstep: Class 3 contains 33103 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 54485 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 55194 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 48925 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 16439 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 50377 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 63321 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8827 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 58567 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 148 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26497 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11990 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 59841 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965824.000000 Penalty: 98007.054688
Iteration 164Q: 46 clusters Score -8.596582e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 57128 members 
Mstep: Class 3 contains 33077 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 53908 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 54641 members 
Mstep: Class 9 contains 6085 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 47797 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 16461 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 48242 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 62636 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8811 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62285 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 148 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26469 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11913 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61318 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967176.000000 Penalty: 98007.054688
Iteration 165Q: 46 clusters Score -8.596718e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 56697 members 
Mstep: Class 3 contains 33075 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 53095 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 54047 members 
Mstep: Class 9 contains 6080 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 47190 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 16505 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 46535 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 62024 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8793 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65998 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26450 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11850 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62539 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968304.000000 Penalty: 98007.054688
Iteration 166Q: 46 clusters Score -8.59683e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 55851 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52113 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 53406 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 47154 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16567 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 45273 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 61306 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8771 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69942 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 150 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26462 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11800 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 63256 members 
Mstep: Class 44 contains 389 members 
Mstep: Class 45 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968816.000000 Penalty: 98007.054688
Iteration 167Q: 46 clusters Score -8.596882e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 54733 members 
Mstep: Class 3 contains 33083 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 50844 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 52723 members 
Mstep: Class 9 contains 6062 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 47623 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8902 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 60551 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 8739 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74041 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26507 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11755 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63464 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968552.000000 Penalty: 98007.054688
Iteration 168Q: 46 clusters Score -8.596855e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 53397 members 
Mstep: Class 3 contains 33114 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 49501 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 52036 members 
Mstep: Class 9 contains 6059 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 48418 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 43841 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 59934 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8696 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 78266 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26545 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 11692 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63144 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967824.000000 Penalty: 98007.054688
Iteration 169Q: 46 clusters Score -8.596782e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 51959 members 
Mstep: Class 3 contains 33155 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 48051 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 51432 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 49493 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 43484 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 59491 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8662 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 82451 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 308 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 158 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26574 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 11627 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62274 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966360.000000 Penalty: 98007.054688
Iteration 170Q: 46 clusters Score -8.596636e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 50600 members 
Mstep: Class 3 contains 33192 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 50912 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 50307 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 43282 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 59464 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8620 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 85788 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1595 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26596 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 11556 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964624.000000 Penalty: 98007.054688
Iteration 171Q: 46 clusters Score -8.596462e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 49429 members 
Mstep: Class 3 contains 33251 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 46219 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 50542 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 50645 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 43180 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 59774 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8600 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 88015 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26577 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 11510 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 60954 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963160.000000 Penalty: 98007.054688
Iteration 172Q: 46 clusters Score -8.596316e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 48666 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45791 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 50201 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 50721 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 43108 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 60189 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8602 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 89413 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26583 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 11461 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 60609 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962864.000000 Penalty: 98007.054688
Iteration 173Q: 46 clusters Score -8.596286e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 48174 members 
Mstep: Class 3 contains 33369 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45531 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50029 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 50675 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17002 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42949 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8902 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8634 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90327 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1608 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26601 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11414 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 60323 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962392.000000 Penalty: 98007.054688
Iteration 174Q: 46 clusters Score -8.596239e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 47830 members 
Mstep: Class 3 contains 33413 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45394 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 49961 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 50573 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42798 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60991 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8662 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90959 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1612 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26624 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11364 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 60052 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961912.000000 Penalty: 98007.054688
Iteration 175Q: 46 clusters Score -8.596191e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 47585 members 
Mstep: Class 3 contains 33446 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45323 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 49983 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 50577 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17055 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42633 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61319 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 8684 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91279 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1613 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26637 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11337 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 59771 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961360.000000 Penalty: 98007.054688
Iteration 176Q: 46 clusters Score -8.596136e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 47417 members 
Mstep: Class 3 contains 33484 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45350 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50097 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 50697 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42414 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61582 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 8720 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91365 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1613 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26660 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11282 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 59470 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961464.000000 Penalty: 98007.054688
Iteration 177Q: 46 clusters Score -8.596146e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 47323 members 
Mstep: Class 3 contains 33505 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45425 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50229 members 
Mstep: Class 9 contains 6020 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 50859 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42257 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61818 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 8749 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91229 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1613 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26672 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11220 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 59212 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961256.000000 Penalty: 98007.054688
Iteration 178Q: 46 clusters Score -8.596126e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 47282 members 
Mstep: Class 3 contains 33518 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45550 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50380 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51022 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17200 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 42099 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8877 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61994 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8769 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91038 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1616 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26700 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11138 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 58971 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961448.000000 Penalty: 98007.054688
Iteration 179Q: 46 clusters Score -8.596145e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 47303 members 
Mstep: Class 3 contains 33512 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45696 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50533 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51221 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17232 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 41914 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62128 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8773 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90765 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1617 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26729 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 11058 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 58817 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961712.000000 Penalty: 98007.054688
Iteration 180F: 46 clusters Score -8.596171e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 47289 members 
Mstep: Class 3 contains 33510 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45825 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 50732 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51404 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17268 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 41699 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62178 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8780 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90981 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26742 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10979 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 58312 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961136.000000 Penalty: 98007.054688
Iteration 181Q: 46 clusters Score -8.596114e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 47316 members 
Mstep: Class 3 contains 33507 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 45966 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 51026 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51558 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17282 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 41477 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62241 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8802 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91053 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26738 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10891 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 57850 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960864.000000 Penalty: 98007.054688
Iteration 182Q: 46 clusters Score -8.596086e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 47413 members 
Mstep: Class 3 contains 33510 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46117 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 51333 members 
Mstep: Class 9 contains 5993 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51718 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17306 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 41185 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8865 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62318 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8819 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 91007 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26728 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10821 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 57432 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960352.000000 Penalty: 98007.054688
Iteration 183Q: 46 clusters Score -8.596035e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 47556 members 
Mstep: Class 3 contains 33504 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46280 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 51693 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51843 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 40874 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8859 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62467 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90862 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26729 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10757 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 57007 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960368.000000 Penalty: 98007.054688
Iteration 184Q: 46 clusters Score -8.596037e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 47685 members 
Mstep: Class 3 contains 33497 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46461 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 52056 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 51973 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17320 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 40551 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8856 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62608 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90656 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26727 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10695 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 56645 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960144.000000 Penalty: 98007.054688
Iteration 185Q: 46 clusters Score -8.596014e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 47766 members 
Mstep: Class 3 contains 33501 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46673 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 52410 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 52100 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17324 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 40235 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62774 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90378 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26714 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10618 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 56372 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960208.000000 Penalty: 98007.054688
Iteration 186Q: 46 clusters Score -8.596021e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 47914 members 
Mstep: Class 3 contains 33511 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46885 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 52769 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 52252 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17306 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 39877 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62927 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 90051 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26696 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 10539 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 56110 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960456.000000 Penalty: 98007.054688
Iteration 187Q: 46 clusters Score -8.596046e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 48016 members 
Mstep: Class 3 contains 33514 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47103 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 53146 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 52483 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 39486 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63087 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 89618 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26692 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 10462 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55907 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960712.000000 Penalty: 98007.054688
Iteration 188Q: 46 clusters Score -8.596071e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 48133 members 
Mstep: Class 3 contains 33518 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47320 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 53525 members 
Mstep: Class 9 contains 5966 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 52794 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 39028 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63205 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 89171 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26685 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 10371 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55743 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960624.000000 Penalty: 98007.054688
Iteration 189Q: 46 clusters Score -8.596062e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 48252 members 
Mstep: Class 3 contains 33521 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47569 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 53908 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 38570 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63294 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9060 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 88697 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 10253 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55595 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961184.000000 Penalty: 98007.054688
Iteration 190Q: 46 clusters Score -8.596118e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 48357 members 
Mstep: Class 3 contains 33515 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47833 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 54297 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 53535 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17267 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 38051 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63373 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 88237 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26667 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 10149 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55418 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961576.000000 Penalty: 98007.054688
Iteration 191Q: 46 clusters Score -8.596158e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 48450 members 
Mstep: Class 3 contains 33488 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48094 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 54728 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 53926 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17253 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 37506 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63438 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9134 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 87780 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26667 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 10060 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55285 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962208.000000 Penalty: 98007.054688
Iteration 192Q: 46 clusters Score -8.596221e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 48520 members 
Mstep: Class 3 contains 33484 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48339 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 55180 members 
Mstep: Class 9 contains 5944 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54257 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 37019 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63530 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 87278 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26663 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9948 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55197 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962248.000000 Penalty: 98007.054688
Iteration 193Q: 46 clusters Score -8.596225e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 48560 members 
Mstep: Class 3 contains 33471 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48573 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 55616 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17217 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63690 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9191 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86793 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26663 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9825 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55180 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961944.000000 Penalty: 98007.054688
Iteration 194Q: 46 clusters Score -8.596194e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 48592 members 
Mstep: Class 3 contains 33471 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48783 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 56060 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54967 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17193 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 35870 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63780 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 86363 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26670 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9719 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55138 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961904.000000 Penalty: 98007.054688
Iteration 195Q: 46 clusters Score -8.59619e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 48660 members 
Mstep: Class 3 contains 33455 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48995 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 56458 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 55374 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17156 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 35231 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63953 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 645 members 
Mstep: Class 28 contains 9223 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 85855 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26664 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9602 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55138 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962072.000000 Penalty: 98007.054688
Iteration 196Q: 46 clusters Score -8.596207e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 3 contains 33442 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49158 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 56835 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 55881 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64111 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 646 members 
Mstep: Class 28 contains 9244 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 85280 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26667 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9490 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55163 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962264.000000 Penalty: 98007.054688
Iteration 197Q: 46 clusters Score -8.596226e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 48913 members 
Mstep: Class 3 contains 33441 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49311 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57228 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56391 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33870 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8852 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64216 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84683 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9388 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55265 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962360.000000 Penalty: 98007.054688
Iteration 198Q: 46 clusters Score -8.596236e+07 nChanged 4090
Entering ConstructFrom: 
Score: -85962360.000000 Penalty: 98007.054688
Entering ConstructFrom: 
Trying to split cluster 1 (65087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Entering Unmasked Estep 
Score: -8596705.000000 Penalty: 1801.065430
	Iteration 0F: 2 clusters Score -8596705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -8555523.000000 Penalty: 3602.130859
	Iteration 0F: 3 clusters Score -8555523 nChanged 30851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -8573294.000000 Penalty: 3602.130859
	Iteration 1F: 3 clusters Score -8573294 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8574705.000000 Penalty: 3602.130859
	Iteration 2Q: 3 clusters Score -8574705 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -8577028.000000 Penalty: 3602.130859
	Iteration 3F: 3 clusters Score -8577028 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8580208.000000 Penalty: 3602.130859
	Iteration 4F: 3 clusters Score -8580208 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8584060.000000 Penalty: 3602.130859
	Iteration 5F: 3 clusters Score -8584060 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -8587817.000000 Penalty: 3602.130859
	Iteration 6F: 3 clusters Score -8587817 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -8590857.000000 Penalty: 3602.130859
	Iteration 7F: 3 clusters Score -8590857 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -8592875.000000 Penalty: 3602.130859
	Iteration 8Q: 3 clusters Score -8592875 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -8594098.000000 Penalty: 3602.130859
	Iteration 9Q: 3 clusters Score -8594098 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -8594720.000000 Penalty: 3602.130859
	Iteration 10Q: 3 clusters Score -8594720 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -8595143.000000 Penalty: 3602.130859
	Iteration 11Q: 3 clusters Score -8595143 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -8595437.000000 Penalty: 3602.130859
	Iteration 12Q: 3 clusters Score -8595437 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -8595551.000000 Penalty: 3602.130859
	Iteration 13Q: 3 clusters Score -8595551 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -8595669.000000 Penalty: 3602.130859
	Iteration 14Q: 3 clusters Score -8595669 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -8595760.000000 Penalty: 3602.130859
	Iteration 15Q: 3 clusters Score -8595760 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -8595819.000000 Penalty: 3602.130859
	Iteration 16Q: 3 clusters Score -8595819 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -8595838.000000 Penalty: 3602.130859
	Iteration 17Q: 3 clusters Score -8595838 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -8595915.000000 Penalty: 3602.130859
	Iteration 18Q: 3 clusters Score -8595915 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8595954.000000 Penalty: 3602.130859
	Iteration 19Q: 3 clusters Score -8595954 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -8595982.000000 Penalty: 3602.130859
	Iteration 20F: 3 clusters Score -8595982 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -8596031.000000 Penalty: 3602.130859
	Iteration 21Q: 3 clusters Score -8596031 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -8596092.000000 Penalty: 3602.130859
	Iteration 22Q: 3 clusters Score -8596092 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -8596142.000000 Penalty: 3602.130859
	Iteration 23Q: 3 clusters Score -8596142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8596179.000000 Penalty: 3602.130859
	Iteration 24Q: 3 clusters Score -8596179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -8596241.000000 Penalty: 3602.130859
	Iteration 25Q: 3 clusters Score -8596241 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -8596296.000000 Penalty: 3602.130859
	Iteration 26Q: 3 clusters Score -8596296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -8596354.000000 Penalty: 3602.130859
	Iteration 27Q: 3 clusters Score -8596354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -8596384.000000 Penalty: 3602.130859
	Iteration 28Q: 3 clusters Score -8596384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -8596431.000000 Penalty: 3602.130859
	Iteration 29Q: 3 clusters Score -8596431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -8596452.000000 Penalty: 3602.130859
	Iteration 30Q: 3 clusters Score -8596452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -8596486.000000 Penalty: 3602.130859
	Iteration 31Q: 3 clusters Score -8596486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8596511.000000 Penalty: 3602.130859
	Iteration 32Q: 3 clusters Score -8596511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -8596543.000000 Penalty: 3602.130859
	Iteration 33Q: 3 clusters Score -8596543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -8596546.000000 Penalty: 3602.130859
	Iteration 34Q: 3 clusters Score -8596546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8596534.000000 Penalty: 3602.130859
	Iteration 35Q: 3 clusters Score -8596534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -8596544.000000 Penalty: 3602.130859
	Iteration 36Q: 3 clusters Score -8596544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -8596542.000000 Penalty: 3602.130859
	Iteration 37Q: 3 clusters Score -8596542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -8596553.000000 Penalty: 3602.130859
	Iteration 38Q: 3 clusters Score -8596553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -8596558.000000 Penalty: 3602.130859
	Iteration 39Q: 3 clusters Score -8596558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -8596565.000000 Penalty: 3602.130859
	Iteration 40F: 3 clusters Score -8596565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -8596563.000000 Penalty: 3602.130859
	Iteration 41Q: 3 clusters Score -8596563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -8596551.000000 Penalty: 3602.130859
	Iteration 42Q: 3 clusters Score -8596551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8596550.000000 Penalty: 3602.130859
	Iteration 43Q: 3 clusters Score -8596550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8596564.000000 Penalty: 3602.130859
	Iteration 44Q: 3 clusters Score -8596564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -8596571.000000 Penalty: 3602.130859
	Iteration 45Q: 3 clusters Score -8596571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8596576.000000 Penalty: 3602.130859
	Iteration 46Q: 3 clusters Score -8596576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -8596578.000000 Penalty: 3602.130859
	Iteration 47Q: 3 clusters Score -8596578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -8596571.000000 Penalty: 3602.130859
	Iteration 48Q: 3 clusters Score -8596571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -8596583.000000 Penalty: 3602.130859
	Iteration 49Q: 3 clusters Score -8596583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8596575.000000 Penalty: 3602.130859
	Iteration 50Q: 3 clusters Score -8596575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -8596591.000000 Penalty: 3602.130859
	Iteration 51Q: 3 clusters Score -8596591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -8596588.000000 Penalty: 3602.130859
	Iteration 52Q: 3 clusters Score -8596588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -8596585.000000 Penalty: 3602.130859
	Iteration 53Q: 3 clusters Score -8596585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -8596587.000000 Penalty: 3602.130859
	Iteration 54Q: 3 clusters Score -8596587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8596591.000000 Penalty: 3602.130859
	Iteration 55Q: 3 clusters Score -8596591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8596591.000000 Penalty: 3602.130859
	Iteration 56Q: 3 clusters Score -8596591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8596592.000000 Penalty: 3602.130859
	Iteration 57Q: 3 clusters Score -8596592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8596593.000000 Penalty: 3602.130859
	Iteration 58Q: 3 clusters Score -8596593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8596594.000000 Penalty: 3602.130859
	Iteration 59Q: 3 clusters Score -8596594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8596591.000000 Penalty: 3602.130859
	Iteration 60F: 3 clusters Score -8596591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8596590.000000 Penalty: 3602.130859
	Iteration 61Q: 3 clusters Score -8596590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -8596590.000000 Penalty: 3602.130859
	Iteration 62Q: 3 clusters Score -8596590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8596586.000000 Penalty: 3602.130859
	Iteration 63Q: 3 clusters Score -8596586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8596586.000000 Penalty: 3602.130859
	Iteration 64F: 3 clusters Score -8596586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Entering Unmasked Estep 
Score: -6515015.500000 Penalty: 1755.070190
	Iteration 0F: 2 clusters Score -6515016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -6483296.500000 Penalty: 3510.140381
	Iteration 0F: 3 clusters Score -6483296 nChanged 23217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -6496360.500000 Penalty: 3510.140381
	Iteration 1F: 3 clusters Score -6496360 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6496855.000000 Penalty: 3510.140381
	Iteration 2Q: 3 clusters Score -6496855 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6497417.000000 Penalty: 3510.140381
	Iteration 3Q: 3 clusters Score -6497417 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6498069.500000 Penalty: 3510.140381
	Iteration 4Q: 3 clusters Score -6498070 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6499008.500000 Penalty: 3510.140381
	Iteration 5Q: 3 clusters Score -6499008 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6500397.500000 Penalty: 3510.140381
	Iteration 6F: 3 clusters Score -6500398 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6502524.500000 Penalty: 3510.140381
	Iteration 7F: 3 clusters Score -6502524 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6505239.500000 Penalty: 3510.140381
	Iteration 8F: 3 clusters Score -6505240 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -6507929.500000 Penalty: 3510.140381
	Iteration 9F: 3 clusters Score -6507930 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -6509982.500000 Penalty: 3510.140381
	Iteration 10F: 3 clusters Score -6509982 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -6511241.000000 Penalty: 3510.140381
	Iteration 11Q: 3 clusters Score -6511241 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -6512040.500000 Penalty: 3510.140381
	Iteration 12Q: 3 clusters Score -6512040 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6512498.000000 Penalty: 3510.140381
	Iteration 13Q: 3 clusters Score -6512498 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6512823.500000 Penalty: 3510.140381
	Iteration 14Q: 3 clusters Score -6512824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -6513025.500000 Penalty: 3510.140381
	Iteration 15Q: 3 clusters Score -6513026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6513223.500000 Penalty: 3510.140381
	Iteration 16Q: 3 clusters Score -6513224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -6513312.000000 Penalty: 3510.140381
	Iteration 17Q: 3 clusters Score -6513312 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -6513383.000000 Penalty: 3510.140381
	Iteration 18Q: 3 clusters Score -6513383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6513431.000000 Penalty: 3510.140381
	Iteration 19Q: 3 clusters Score -6513431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6513484.000000 Penalty: 3510.140381
	Iteration 20F: 3 clusters Score -6513484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6513508.000000 Penalty: 3510.140381
	Iteration 21Q: 3 clusters Score -6513508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -6513530.000000 Penalty: 3510.140381
	Iteration 22Q: 3 clusters Score -6513530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6513533.500000 Penalty: 3510.140381
	Iteration 23Q: 3 clusters Score -6513534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -6513547.000000 Penalty: 3510.140381
	Iteration 24Q: 3 clusters Score -6513547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -6513563.000000 Penalty: 3510.140381
	Iteration 25Q: 3 clusters Score -6513563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6513563.500000 Penalty: 3510.140381
	Iteration 26Q: 3 clusters Score -6513564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6513573.000000 Penalty: 3510.140381
	Iteration 27Q: 3 clusters Score -6513573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -6513582.000000 Penalty: 3510.140381
	Iteration 28Q: 3 clusters Score -6513582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6513579.000000 Penalty: 3510.140381
	Iteration 29Q: 3 clusters Score -6513579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6513580.000000 Penalty: 3510.140381
	Iteration 30Q: 3 clusters Score -6513580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6513589.500000 Penalty: 3510.140381
	Iteration 31Q: 3 clusters Score -6513590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6513587.000000 Penalty: 3510.140381
	Iteration 32Q: 3 clusters Score -6513587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -6513587.500000 Penalty: 3510.140381
	Iteration 33Q: 3 clusters Score -6513588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6513593.500000 Penalty: 3510.140381
	Iteration 34Q: 3 clusters Score -6513594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6513598.000000 Penalty: 3510.140381
	Iteration 35Q: 3 clusters Score -6513598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -6513606.000000 Penalty: 3510.140381
	Iteration 36Q: 3 clusters Score -6513606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6513613.000000 Penalty: 3510.140381
	Iteration 37Q: 3 clusters Score -6513613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6513612.500000 Penalty: 3510.140381
	Iteration 38Q: 3 clusters Score -6513612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6513620.000000 Penalty: 3510.140381
	Iteration 39Q: 3 clusters Score -6513620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -6513618.000000 Penalty: 3510.140381
	Iteration 40F: 3 clusters Score -6513618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6513615.500000 Penalty: 3510.140381
	Iteration 41Q: 3 clusters Score -6513616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -6513609.000000 Penalty: 3510.140381
	Iteration 42Q: 3 clusters Score -6513609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6513610.500000 Penalty: 3510.140381
	Iteration 43Q: 3 clusters Score -6513610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -6513612.500000 Penalty: 3510.140381
	Iteration 44Q: 3 clusters Score -6513612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -6513617.000000 Penalty: 3510.140381
	Iteration 45Q: 3 clusters Score -6513617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -6513619.500000 Penalty: 3510.140381
	Iteration 46Q: 3 clusters Score -6513620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6513619.500000 Penalty: 3510.140381
	Iteration 47Q: 3 clusters Score -6513620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6513631.000000 Penalty: 3510.140381
	Iteration 48Q: 3 clusters Score -6513631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6513632.500000 Penalty: 3510.140381
	Iteration 49Q: 3 clusters Score -6513632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6513629.500000 Penalty: 3510.140381
	Iteration 50Q: 3 clusters Score -6513630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6513629.500000 Penalty: 3510.140381
	Iteration 51Q: 3 clusters Score -6513630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6513633.000000 Penalty: 3510.140381
	Iteration 52Q: 3 clusters Score -6513633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6513633.000000 Penalty: 3510.140381
	Iteration 53Q: 3 clusters Score -6513633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6513633.000000 Penalty: 3510.140381
	Iteration 54F: 3 clusters Score -6513633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Entering Unmasked Estep 
Score: -4367851.500000 Penalty: 1692.840210
	Iteration 0F: 2 clusters Score -4367852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4345428.000000 Penalty: 3385.680420
	Iteration 0F: 3 clusters Score -4345428 nChanged 15495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4354636.000000 Penalty: 3385.680420
	Iteration 1F: 3 clusters Score -4354636 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4355579.500000 Penalty: 3385.680420
	Iteration 2F: 3 clusters Score -4355580 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4356700.500000 Penalty: 3385.680420
	Iteration 3F: 3 clusters Score -4356700 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4358013.000000 Penalty: 3385.680420
	Iteration 4F: 3 clusters Score -4358013 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4359629.000000 Penalty: 3385.680420
	Iteration 5F: 3 clusters Score -4359629 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4361338.000000 Penalty: 3385.680420
	Iteration 6F: 3 clusters Score -4361338 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4362862.000000 Penalty: 3385.680420
	Iteration 7F: 3 clusters Score -4362862 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4363857.500000 Penalty: 3385.680420
	Iteration 8Q: 3 clusters Score -4363858 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4364377.500000 Penalty: 3385.680420
	Iteration 9Q: 3 clusters Score -4364378 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4364606.000000 Penalty: 3385.680420
	Iteration 10Q: 3 clusters Score -4364606 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4364722.500000 Penalty: 3385.680420
	Iteration 11Q: 3 clusters Score -4364722 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4364815.500000 Penalty: 3385.680420
	Iteration 12Q: 3 clusters Score -4364816 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4364870.000000 Penalty: 3385.680420
	Iteration 13Q: 3 clusters Score -4364870 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4364948.000000 Penalty: 3385.680420
	Iteration 14Q: 3 clusters Score -4364948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4365017.500000 Penalty: 3385.680420
	Iteration 15Q: 3 clusters Score -4365018 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4365047.500000 Penalty: 3385.680420
	Iteration 16Q: 3 clusters Score -4365048 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4365072.500000 Penalty: 3385.680420
	Iteration 17Q: 3 clusters Score -4365072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4365136.500000 Penalty: 3385.680420
	Iteration 18Q: 3 clusters Score -4365136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4365192.000000 Penalty: 3385.680420
	Iteration 19Q: 3 clusters Score -4365192 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4365229.500000 Penalty: 3385.680420
	Iteration 20F: 3 clusters Score -4365230 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4365271.500000 Penalty: 3385.680420
	Iteration 21Q: 3 clusters Score -4365272 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4365310.000000 Penalty: 3385.680420
	Iteration 22Q: 3 clusters Score -4365310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4365347.500000 Penalty: 3385.680420
	Iteration 23Q: 3 clusters Score -4365348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4365396.000000 Penalty: 3385.680420
	Iteration 24Q: 3 clusters Score -4365396 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4365425.000000 Penalty: 3385.680420
	Iteration 25Q: 3 clusters Score -4365425 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -4365471.000000 Penalty: 3385.680420
	Iteration 26Q: 3 clusters Score -4365471 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4365511.000000 Penalty: 3385.680420
	Iteration 27Q: 3 clusters Score -4365511 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4365560.000000 Penalty: 3385.680420
	Iteration 28Q: 3 clusters Score -4365560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4365614.500000 Penalty: 3385.680420
	Iteration 29Q: 3 clusters Score -4365614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4365695.500000 Penalty: 3385.680420
	Iteration 30Q: 3 clusters Score -4365696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4365759.000000 Penalty: 3385.680420
	Iteration 31Q: 3 clusters Score -4365759 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4365814.500000 Penalty: 3385.680420
	Iteration 32Q: 3 clusters Score -4365814 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4365864.500000 Penalty: 3385.680420
	Iteration 33Q: 3 clusters Score -4365864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4365887.500000 Penalty: 3385.680420
	Iteration 34Q: 3 clusters Score -4365888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4365947.500000 Penalty: 3385.680420
	Iteration 35Q: 3 clusters Score -4365948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4365981.000000 Penalty: 3385.680420
	Iteration 36Q: 3 clusters Score -4365981 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4366021.500000 Penalty: 3385.680420
	Iteration 37Q: 3 clusters Score -4366022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4366083.000000 Penalty: 3385.680420
	Iteration 38Q: 3 clusters Score -4366083 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4366126.000000 Penalty: 3385.680420
	Iteration 39Q: 3 clusters Score -4366126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4366170.000000 Penalty: 3385.680420
	Iteration 40F: 3 clusters Score -4366170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4366224.500000 Penalty: 3385.680420
	Iteration 41Q: 3 clusters Score -4366224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4366267.500000 Penalty: 3385.680420
	Iteration 42Q: 3 clusters Score -4366268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4366310.000000 Penalty: 3385.680420
	Iteration 43Q: 3 clusters Score -4366310 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4366347.000000 Penalty: 3385.680420
	Iteration 44Q: 3 clusters Score -4366347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4366374.500000 Penalty: 3385.680420
	Iteration 45Q: 3 clusters Score -4366374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4366410.500000 Penalty: 3385.680420
	Iteration 46Q: 3 clusters Score -4366410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4366440.000000 Penalty: 3385.680420
	Iteration 47Q: 3 clusters Score -4366440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4366472.000000 Penalty: 3385.680420
	Iteration 48Q: 3 clusters Score -4366472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4366494.500000 Penalty: 3385.680420
	Iteration 49Q: 3 clusters Score -4366494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4366507.500000 Penalty: 3385.680420
	Iteration 50Q: 3 clusters Score -4366508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4366518.500000 Penalty: 3385.680420
	Iteration 51Q: 3 clusters Score -4366518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4366528.500000 Penalty: 3385.680420
	Iteration 52Q: 3 clusters Score -4366528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4366553.000000 Penalty: 3385.680420
	Iteration 53Q: 3 clusters Score -4366553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4366575.000000 Penalty: 3385.680420
	Iteration 54Q: 3 clusters Score -4366575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4366588.000000 Penalty: 3385.680420
	Iteration 55Q: 3 clusters Score -4366588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4366594.000000 Penalty: 3385.680420
	Iteration 56Q: 3 clusters Score -4366594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4366605.500000 Penalty: 3385.680420
	Iteration 57Q: 3 clusters Score -4366606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4366619.500000 Penalty: 3385.680420
	Iteration 58Q: 3 clusters Score -4366620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4366627.500000 Penalty: 3385.680420
	Iteration 59Q: 3 clusters Score -4366628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4366635.500000 Penalty: 3385.680420
	Iteration 60F: 3 clusters Score -4366636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4366639.500000 Penalty: 3385.680420
	Iteration 61Q: 3 clusters Score -4366640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4366636.500000 Penalty: 3385.680420
	Iteration 62Q: 3 clusters Score -4366636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4366640.000000 Penalty: 3385.680420
	Iteration 63Q: 3 clusters Score -4366640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4366640.000000 Penalty: 3385.680420
	Iteration 64Q: 3 clusters Score -4366640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4366642.000000 Penalty: 3385.680420
	Iteration 65Q: 3 clusters Score -4366642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4366656.000000 Penalty: 3385.680420
	Iteration 66Q: 3 clusters Score -4366656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4366665.500000 Penalty: 3385.680420
	Iteration 67Q: 3 clusters Score -4366666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4366669.500000 Penalty: 3385.680420
	Iteration 68Q: 3 clusters Score -4366670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4366677.000000 Penalty: 3385.680420
	Iteration 69Q: 3 clusters Score -4366677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4366690.000000 Penalty: 3385.680420
	Iteration 70Q: 3 clusters Score -4366690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4366695.000000 Penalty: 3385.680420
	Iteration 71Q: 3 clusters Score -4366695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4366693.500000 Penalty: 3385.680420
	Iteration 72Q: 3 clusters Score -4366694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4366698.500000 Penalty: 3385.680420
	Iteration 73Q: 3 clusters Score -4366698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4366696.500000 Penalty: 3385.680420
	Iteration 74Q: 3 clusters Score -4366696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4366701.500000 Penalty: 3385.680420
	Iteration 75Q: 3 clusters Score -4366702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4366704.500000 Penalty: 3385.680420
	Iteration 76Q: 3 clusters Score -4366704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4366708.500000 Penalty: 3385.680420
	Iteration 77Q: 3 clusters Score -4366708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4366709.500000 Penalty: 3385.680420
	Iteration 78Q: 3 clusters Score -4366710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4366721.000000 Penalty: 3385.680420
	Iteration 79Q: 3 clusters Score -4366721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4366725.000000 Penalty: 3385.680420
	Iteration 80F: 3 clusters Score -4366725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4366724.500000 Penalty: 3385.680420
	Iteration 81Q: 3 clusters Score -4366724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4366731.500000 Penalty: 3385.680420
	Iteration 82Q: 3 clusters Score -4366732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4366732.000000 Penalty: 3385.680420
	Iteration 83Q: 3 clusters Score -4366732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4366731.000000 Penalty: 3385.680420
	Iteration 84Q: 3 clusters Score -4366731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4366735.500000 Penalty: 3385.680420
	Iteration 85Q: 3 clusters Score -4366736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4366732.000000 Penalty: 3385.680420
	Iteration 86Q: 3 clusters Score -4366732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4366735.000000 Penalty: 3385.680420
	Iteration 87Q: 3 clusters Score -4366735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4366735.500000 Penalty: 3385.680420
	Iteration 88Q: 3 clusters Score -4366736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4366739.500000 Penalty: 3385.680420
	Iteration 89Q: 3 clusters Score -4366740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4366742.500000 Penalty: 3385.680420
	Iteration 90Q: 3 clusters Score -4366742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4366744.000000 Penalty: 3385.680420
	Iteration 91Q: 3 clusters Score -4366744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4366743.000000 Penalty: 3385.680420
	Iteration 92Q: 3 clusters Score -4366743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4366743.500000 Penalty: 3385.680420
	Iteration 93Q: 3 clusters Score -4366744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4366749.500000 Penalty: 3385.680420
	Iteration 94Q: 3 clusters Score -4366750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4366745.000000 Penalty: 3385.680420
	Iteration 95Q: 3 clusters Score -4366745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4366750.500000 Penalty: 3385.680420
	Iteration 96Q: 3 clusters Score -4366750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4366752.500000 Penalty: 3385.680420
	Iteration 97Q: 3 clusters Score -4366752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4366749.500000 Penalty: 3385.680420
	Iteration 98Q: 3 clusters Score -4366750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4366749.000000 Penalty: 3385.680420
	Iteration 99Q: 3 clusters Score -4366749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4366751.000000 Penalty: 3385.680420
	Iteration 100F: 3 clusters Score -4366751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4366750.000000 Penalty: 3385.680420
	Iteration 101Q: 3 clusters Score -4366750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4366750.000000 Penalty: 3385.680420
	Iteration 102F: 3 clusters Score -4366750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -85274.390625 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -85274.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84137.929688 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -84137.93 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84652.023438 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -84652.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84934.257812 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -84934.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85153.914062 Penalty: 2162.180420
	Iteration 3F: 3 clusters Score -85153.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85265.898438 Penalty: 2162.180420
	Iteration 4Q: 3 clusters Score -85265.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85353.468750 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -85353.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85439.304688 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -85439.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85539.617188 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -85539.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85653.601562 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -85653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85695.218750 Penalty: 2162.180420
	Iteration 9Q: 3 clusters Score -85695.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85756.289062 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -85756.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85785.148438 Penalty: 2162.180420
	Iteration 11Q: 3 clusters Score -85785.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85810.531250 Penalty: 2162.180420
	Iteration 12Q: 3 clusters Score -85810.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85821.734375 Penalty: 2162.180420
	Iteration 13Q: 3 clusters Score -85821.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85832.820312 Penalty: 2162.180420
	Iteration 14Q: 3 clusters Score -85832.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85834.992188 Penalty: 2162.180420
	Iteration 15Q: 3 clusters Score -85834.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85839.093750 Penalty: 2162.180420
	Iteration 16Q: 3 clusters Score -85839.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85839.523438 Penalty: 2162.180420
	Iteration 17Q: 3 clusters Score -85839.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85839.523438 Penalty: 2162.180420
	Iteration 18F: 3 clusters Score -85839.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84024 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 422 members 
Entering Unmasked Estep 
Score: -85961952.000000 Penalty: 100184.984375
Splitting cluster 4 changes total score from -85962360.000000 to -85961952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (49499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Entering Unmasked Estep 
Score: -6591489.500000 Penalty: 1756.577515
	Iteration 0F: 2 clusters Score -6591490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6559113.500000 Penalty: 3513.155029
	Iteration 0F: 3 clusters Score -6559114 nChanged 23116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -6572070.000000 Penalty: 3513.155029
	Iteration 1F: 3 clusters Score -6572070 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -6572545.500000 Penalty: 3513.155029
	Iteration 2Q: 3 clusters Score -6572546 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -6572964.500000 Penalty: 3513.155029
	Iteration 3Q: 3 clusters Score -6572964 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6573386.000000 Penalty: 3513.155029
	Iteration 4Q: 3 clusters Score -6573386 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -6573773.000000 Penalty: 3513.155029
	Iteration 5Q: 3 clusters Score -6573773 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6574190.500000 Penalty: 3513.155029
	Iteration 6Q: 3 clusters Score -6574190 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -6574769.500000 Penalty: 3513.155029
	Iteration 7Q: 3 clusters Score -6574770 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -6575571.000000 Penalty: 3513.155029
	Iteration 8Q: 3 clusters Score -6575571 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -6576854.000000 Penalty: 3513.155029
	Iteration 9Q: 3 clusters Score -6576854 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -6578609.500000 Penalty: 3513.155029
	Iteration 10F: 3 clusters Score -6578610 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -6580678.000000 Penalty: 3513.155029
	Iteration 11F: 3 clusters Score -6580678 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6582761.000000 Penalty: 3513.155029
	Iteration 12F: 3 clusters Score -6582761 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -6584403.500000 Penalty: 3513.155029
	Iteration 13Q: 3 clusters Score -6584404 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -6585676.000000 Penalty: 3513.155029
	Iteration 14Q: 3 clusters Score -6585676 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6586613.500000 Penalty: 3513.155029
	Iteration 15Q: 3 clusters Score -6586614 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -6587297.000000 Penalty: 3513.155029
	Iteration 16Q: 3 clusters Score -6587297 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6587823.000000 Penalty: 3513.155029
	Iteration 17Q: 3 clusters Score -6587823 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6588264.000000 Penalty: 3513.155029
	Iteration 18Q: 3 clusters Score -6588264 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6588620.500000 Penalty: 3513.155029
	Iteration 19Q: 3 clusters Score -6588620 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6588965.000000 Penalty: 3513.155029
	Iteration 20F: 3 clusters Score -6588965 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6589246.500000 Penalty: 3513.155029
	Iteration 21Q: 3 clusters Score -6589246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6589425.500000 Penalty: 3513.155029
	Iteration 22Q: 3 clusters Score -6589426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6589543.000000 Penalty: 3513.155029
	Iteration 23Q: 3 clusters Score -6589543 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6589615.500000 Penalty: 3513.155029
	Iteration 24Q: 3 clusters Score -6589616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6589668.500000 Penalty: 3513.155029
	Iteration 25Q: 3 clusters Score -6589668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6589734.000000 Penalty: 3513.155029
	Iteration 26Q: 3 clusters Score -6589734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6589784.500000 Penalty: 3513.155029
	Iteration 27Q: 3 clusters Score -6589784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6589817.500000 Penalty: 3513.155029
	Iteration 28Q: 3 clusters Score -6589818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6589867.500000 Penalty: 3513.155029
	Iteration 29Q: 3 clusters Score -6589868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6589902.000000 Penalty: 3513.155029
	Iteration 30Q: 3 clusters Score -6589902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6589929.500000 Penalty: 3513.155029
	Iteration 31Q: 3 clusters Score -6589930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6589952.000000 Penalty: 3513.155029
	Iteration 32Q: 3 clusters Score -6589952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6589971.500000 Penalty: 3513.155029
	Iteration 33Q: 3 clusters Score -6589972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6589978.500000 Penalty: 3513.155029
	Iteration 34Q: 3 clusters Score -6589978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6589986.500000 Penalty: 3513.155029
	Iteration 35Q: 3 clusters Score -6589986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6589996.000000 Penalty: 3513.155029
	Iteration 36Q: 3 clusters Score -6589996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6590004.500000 Penalty: 3513.155029
	Iteration 37Q: 3 clusters Score -6590004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6590014.500000 Penalty: 3513.155029
	Iteration 38Q: 3 clusters Score -6590014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6590018.500000 Penalty: 3513.155029
	Iteration 39Q: 3 clusters Score -6590018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6590026.000000 Penalty: 3513.155029
	Iteration 40F: 3 clusters Score -6590026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6590030.000000 Penalty: 3513.155029
	Iteration 41Q: 3 clusters Score -6590030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6590032.500000 Penalty: 3513.155029
	Iteration 42Q: 3 clusters Score -6590032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6590035.000000 Penalty: 3513.155029
	Iteration 43Q: 3 clusters Score -6590035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6590033.000000 Penalty: 3513.155029
	Iteration 44Q: 3 clusters Score -6590033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6590033.000000 Penalty: 3513.155029
	Iteration 45F: 3 clusters Score -6590033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -241949.671875 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -241949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240168.859375 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -240168.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -240834.531250 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -240834.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -241127.906250 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -241127.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241319.328125 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -241319.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -241444.578125 Penalty: 2402.810547
	Iteration 4F: 3 clusters Score -241444.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -241519.312500 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -241519.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -241582.281250 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -241582.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -241611.750000 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -241611.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -241628.250000 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -241628.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -241648.500000 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -241648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -241655.218750 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -241655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -241658.656250 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -241658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -241662.890625 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -241662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -241667.265625 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -241667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -241671.953125 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -241672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -241676.531250 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -241676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -241681.687500 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -241681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -241683.046875 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -241683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -241683.218750 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -241683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -241683.375000 Penalty: 2402.810547
	Iteration 19F: 3 clusters Score -241683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -241686.250000 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -241686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241689.843750 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -241689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -241690.062500 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -241690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -241690.062500 Penalty: 2402.810547
	Iteration 23F: 3 clusters Score -241690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -101259.343750 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -101259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99979.703125 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -99979.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100187.398438 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -100187.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100243.851562 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -100243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100269.851562 Penalty: 2180.523926
	Iteration 3Q: 3 clusters Score -100269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100286.421875 Penalty: 2180.523926
	Iteration 4Q: 3 clusters Score -100286.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100298.718750 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -100298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100307.531250 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -100307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100313.367188 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -100313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100315.273438 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -100315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100316.921875 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -100316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100317.585938 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -100317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100317.585938 Penalty: 2180.523926
	Iteration 11F: 3 clusters Score -100317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Entering Unmasked Estep 
Score: -7641595.500000 Penalty: 1781.258545
	Iteration 0F: 2 clusters Score -7641596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7604537.000000 Penalty: 3562.517090
	Iteration 0F: 3 clusters Score -7604537 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -7620369.500000 Penalty: 3562.517090
	Iteration 1F: 3 clusters Score -7620370 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -7621520.000000 Penalty: 3562.517090
	Iteration 2Q: 3 clusters Score -7621520 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -7623375.500000 Penalty: 3562.517090
	Iteration 3F: 3 clusters Score -7623376 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7626275.000000 Penalty: 3562.517090
	Iteration 4F: 3 clusters Score -7626275 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -7630252.000000 Penalty: 3562.517090
	Iteration 5F: 3 clusters Score -7630252 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -7634433.000000 Penalty: 3562.517090
	Iteration 6F: 3 clusters Score -7634433 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7637472.500000 Penalty: 3562.517090
	Iteration 7F: 3 clusters Score -7637472 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7639159.500000 Penalty: 3562.517090
	Iteration 8Q: 3 clusters Score -7639160 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7639744.500000 Penalty: 3562.517090
	Iteration 9Q: 3 clusters Score -7639744 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7639986.000000 Penalty: 3562.517090
	Iteration 10Q: 3 clusters Score -7639986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7640077.000000 Penalty: 3562.517090
	Iteration 11Q: 3 clusters Score -7640077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7640128.000000 Penalty: 3562.517090
	Iteration 12Q: 3 clusters Score -7640128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7640158.000000 Penalty: 3562.517090
	Iteration 13Q: 3 clusters Score -7640158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7640189.500000 Penalty: 3562.517090
	Iteration 14Q: 3 clusters Score -7640190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7640204.000000 Penalty: 3562.517090
	Iteration 15Q: 3 clusters Score -7640204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7640213.500000 Penalty: 3562.517090
	Iteration 16Q: 3 clusters Score -7640214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7640230.500000 Penalty: 3562.517090
	Iteration 17Q: 3 clusters Score -7640230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7640247.000000 Penalty: 3562.517090
	Iteration 18Q: 3 clusters Score -7640247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7640259.000000 Penalty: 3562.517090
	Iteration 19Q: 3 clusters Score -7640259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7640255.500000 Penalty: 3562.517090
	Iteration 20F: 3 clusters Score -7640256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7640255.000000 Penalty: 3562.517090
	Iteration 21Q: 3 clusters Score -7640255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7640255.000000 Penalty: 3562.517090
	Iteration 22F: 3 clusters Score -7640255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -751546.312500 Penalty: 1411.297729
	Iteration 0F: 2 clusters Score -751546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -747080.375000 Penalty: 2822.595459
	Iteration 0F: 3 clusters Score -747080.4 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -748748.875000 Penalty: 2822.595459
	Iteration 1F: 3 clusters Score -748748.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -749578.500000 Penalty: 2822.595459
	Iteration 2F: 3 clusters Score -749578.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -750481.687500 Penalty: 2822.595459
	Iteration 3F: 3 clusters Score -750481.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -751151.375000 Penalty: 2822.595459
	Iteration 4F: 3 clusters Score -751151.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -751540.750000 Penalty: 2822.595459
	Iteration 5F: 3 clusters Score -751540.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -751747.000000 Penalty: 2822.595459
	Iteration 6Q: 3 clusters Score -751747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -751813.437500 Penalty: 2822.595459
	Iteration 7Q: 3 clusters Score -751813.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -751845.750000 Penalty: 2822.595459
	Iteration 8Q: 3 clusters Score -751845.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -751867.250000 Penalty: 2822.595459
	Iteration 9Q: 3 clusters Score -751867.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -751878.187500 Penalty: 2822.595459
	Iteration 10Q: 3 clusters Score -751878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -751887.875000 Penalty: 2822.595459
	Iteration 11Q: 3 clusters Score -751887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -751896.250000 Penalty: 2822.595459
	Iteration 12Q: 3 clusters Score -751896.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -751902.062500 Penalty: 2822.595459
	Iteration 13Q: 3 clusters Score -751902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -751902.625000 Penalty: 2822.595459
	Iteration 14Q: 3 clusters Score -751902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -751906.187500 Penalty: 2822.595459
	Iteration 15Q: 3 clusters Score -751906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -751908.375000 Penalty: 2822.595459
	Iteration 16Q: 3 clusters Score -751908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -751910.187500 Penalty: 2822.595459
	Iteration 17Q: 3 clusters Score -751910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -751910.437500 Penalty: 2822.595459
	Iteration 18Q: 3 clusters Score -751910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -751912.000000 Penalty: 2822.595459
	Iteration 19Q: 3 clusters Score -751912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -751912.687500 Penalty: 2822.595459
	Iteration 20F: 3 clusters Score -751912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -751912.937500 Penalty: 2822.595459
	Iteration 21Q: 3 clusters Score -751912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -751913.187500 Penalty: 2822.595459
	Iteration 22Q: 3 clusters Score -751913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -751913.187500 Penalty: 2822.595459
	Iteration 23F: 3 clusters Score -751913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84024 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 4303 members 
Entering Unmasked Estep 
Score: -85962024.000000 Penalty: 100184.984375
Splitting cluster 9 changes total score from -85962360.000000 to -85962024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -649812.062500 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -649812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -645803.312500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -645803.3 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -647011.125000 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -647011.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -647212.812500 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -647212.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -647342.812500 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -647342.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -647437.000000 Penalty: 2767.957764
	Iteration 4Q: 3 clusters Score -647437 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -647519.062500 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -647519.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -647583.062500 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -647583.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -647653.375000 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -647653.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -647715.187500 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -647715.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -647774.687500 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -647774.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -647823.312500 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -647823.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -647870.000000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -647870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -647907.437500 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -647907.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -647951.187500 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -647951.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -647999.187500 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -647999.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -648059.937500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -648059.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -648135.687500 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -648135.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -648210.437500 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -648210.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -648285.062500 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -648285.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -648357.625000 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -648357.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -648405.437500 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -648405.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -648449.187500 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -648449.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -648498.187500 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -648498.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -648542.187500 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -648542.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -648580.437500 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -648580.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -648617.625000 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -648617.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -648639.125000 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -648639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -648651.187500 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -648651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -648659.375000 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -648659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -648665.812500 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -648665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -648670.625000 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -648670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -648672.812500 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -648672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -648680.250000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -648680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -648682.812500 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -648682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -648689.000000 Penalty: 2767.957764
	Iteration 34Q: 3 clusters Score -648689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -648694.750000 Penalty: 2767.957764
	Iteration 35Q: 3 clusters Score -648694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -648696.187500 Penalty: 2767.957764
	Iteration 36Q: 3 clusters Score -648696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -648698.625000 Penalty: 2767.957764
	Iteration 37Q: 3 clusters Score -648698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -648701.937500 Penalty: 2767.957764
	Iteration 38Q: 3 clusters Score -648701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -648704.187500 Penalty: 2767.957764
	Iteration 39Q: 3 clusters Score -648704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -648707.437500 Penalty: 2767.957764
	Iteration 40F: 3 clusters Score -648707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -648711.375000 Penalty: 2767.957764
	Iteration 41Q: 3 clusters Score -648711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -648713.812500 Penalty: 2767.957764
	Iteration 42Q: 3 clusters Score -648713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -648715.562500 Penalty: 2767.957764
	Iteration 43Q: 3 clusters Score -648715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -648715.625000 Penalty: 2767.957764
	Iteration 44Q: 3 clusters Score -648715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -648717.812500 Penalty: 2767.957764
	Iteration 45Q: 3 clusters Score -648717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -648717.812500 Penalty: 2767.957764
	Iteration 46F: 3 clusters Score -648717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17621.156250 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17621.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17811.896484 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17811.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17931.185547 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17931.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17964.910156 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -17964.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17989.216797 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -17989.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18001.548828 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18001.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18011.951172 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18011.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18011.951172 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -18011.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Entering Unmasked Estep 
Score: -7632599.500000 Penalty: 1779.277832
	Iteration 0F: 2 clusters Score -7632600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -7596389.000000 Penalty: 3558.555664
	Iteration 0F: 3 clusters Score -7596389 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -7611902.500000 Penalty: 3558.555664
	Iteration 1F: 3 clusters Score -7611902 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -7612881.500000 Penalty: 3558.555664
	Iteration 2Q: 3 clusters Score -7612882 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7614527.000000 Penalty: 3558.555664
	Iteration 3F: 3 clusters Score -7614527 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -7616888.000000 Penalty: 3558.555664
	Iteration 4F: 3 clusters Score -7616888 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7620275.500000 Penalty: 3558.555664
	Iteration 5F: 3 clusters Score -7620276 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7624023.000000 Penalty: 3558.555664
	Iteration 6F: 3 clusters Score -7624023 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -7627238.000000 Penalty: 3558.555664
	Iteration 7F: 3 clusters Score -7627238 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -7629375.500000 Penalty: 3558.555664
	Iteration 8Q: 3 clusters Score -7629376 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -7630357.000000 Penalty: 3558.555664
	Iteration 9Q: 3 clusters Score -7630357 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7630773.500000 Penalty: 3558.555664
	Iteration 10Q: 3 clusters Score -7630774 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -7631048.500000 Penalty: 3558.555664
	Iteration 11Q: 3 clusters Score -7631048 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -7631252.000000 Penalty: 3558.555664
	Iteration 12Q: 3 clusters Score -7631252 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7631419.500000 Penalty: 3558.555664
	Iteration 13Q: 3 clusters Score -7631420 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -7631535.500000 Penalty: 3558.555664
	Iteration 14Q: 3 clusters Score -7631536 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7631725.500000 Penalty: 3558.555664
	Iteration 15Q: 3 clusters Score -7631726 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7631884.000000 Penalty: 3558.555664
	Iteration 16Q: 3 clusters Score -7631884 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -7631949.000000 Penalty: 3558.555664
	Iteration 17Q: 3 clusters Score -7631949 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7631945.000000 Penalty: 3558.555664
	Iteration 18Q: 3 clusters Score -7631945 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7631949.000000 Penalty: 3558.555664
	Iteration 19Q: 3 clusters Score -7631949 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7631870.000000 Penalty: 3558.555664
	Iteration 20F: 3 clusters Score -7631870 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7631916.500000 Penalty: 3558.555664
	Iteration 21Q: 3 clusters Score -7631916 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7631866.500000 Penalty: 3558.555664
	Iteration 22Q: 3 clusters Score -7631866 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7631808.000000 Penalty: 3558.555664
	Iteration 23Q: 3 clusters Score -7631808 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7631760.000000 Penalty: 3558.555664
	Iteration 24Q: 3 clusters Score -7631760 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7631695.500000 Penalty: 3558.555664
	Iteration 25Q: 3 clusters Score -7631696 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7631687.500000 Penalty: 3558.555664
	Iteration 26Q: 3 clusters Score -7631688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7631653.500000 Penalty: 3558.555664
	Iteration 27Q: 3 clusters Score -7631654 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7631636.000000 Penalty: 3558.555664
	Iteration 28Q: 3 clusters Score -7631636 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7631576.000000 Penalty: 3558.555664
	Iteration 29Q: 3 clusters Score -7631576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7631574.000000 Penalty: 3558.555664
	Iteration 30Q: 3 clusters Score -7631574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7631531.000000 Penalty: 3558.555664
	Iteration 31Q: 3 clusters Score -7631531 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7631514.500000 Penalty: 3558.555664
	Iteration 32Q: 3 clusters Score -7631514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7631484.000000 Penalty: 3558.555664
	Iteration 33Q: 3 clusters Score -7631484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7631453.500000 Penalty: 3558.555664
	Iteration 34Q: 3 clusters Score -7631454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7631436.500000 Penalty: 3558.555664
	Iteration 35Q: 3 clusters Score -7631436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7631437.500000 Penalty: 3558.555664
	Iteration 36Q: 3 clusters Score -7631438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7631424.000000 Penalty: 3558.555664
	Iteration 37Q: 3 clusters Score -7631424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7631441.500000 Penalty: 3558.555664
	Iteration 38Q: 3 clusters Score -7631442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7631433.500000 Penalty: 3558.555664
	Iteration 39Q: 3 clusters Score -7631434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7631423.000000 Penalty: 3558.555664
	Iteration 40F: 3 clusters Score -7631423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7631417.000000 Penalty: 3558.555664
	Iteration 41Q: 3 clusters Score -7631417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7631410.500000 Penalty: 3558.555664
	Iteration 42Q: 3 clusters Score -7631410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7631387.000000 Penalty: 3558.555664
	Iteration 43Q: 3 clusters Score -7631387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7631384.500000 Penalty: 3558.555664
	Iteration 44Q: 3 clusters Score -7631384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7631381.500000 Penalty: 3558.555664
	Iteration 45Q: 3 clusters Score -7631382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7631389.500000 Penalty: 3558.555664
	Iteration 46Q: 3 clusters Score -7631390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7631389.500000 Penalty: 3558.555664
	Iteration 47Q: 3 clusters Score -7631390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7631386.000000 Penalty: 3558.555664
	Iteration 48Q: 3 clusters Score -7631386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7631362.000000 Penalty: 3558.555664
	Iteration 49Q: 3 clusters Score -7631362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7631361.500000 Penalty: 3558.555664
	Iteration 50Q: 3 clusters Score -7631362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7631359.500000 Penalty: 3558.555664
	Iteration 51Q: 3 clusters Score -7631360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7631364.000000 Penalty: 3558.555664
	Iteration 52Q: 3 clusters Score -7631364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7631364.000000 Penalty: 3558.555664
	Iteration 53F: 3 clusters Score -7631364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50477.718750 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50477.72 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50798.417969 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50798.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51048.214844 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -51048.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51147.277344 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -51147.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51248.914062 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -51248.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51380.402344 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51429.296875 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51476.449219 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51476.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51497.593750 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -51497.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51499.554688 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -51499.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51499.554688 Penalty: 1921.888550
	Iteration 10F: 3 clusters Score -51499.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 233 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84024 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 137 members 
Entering Unmasked Estep 
Score: -85961424.000000 Penalty: 100184.984375
Splitting cluster 13 changes total score from -85962360.000000 to -85961424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -55768.523438 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -55768.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54692.765625 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -54692.77 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55000.457031 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -55000.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55198.703125 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -55198.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55387.160156 Penalty: 2062.331787
	Iteration 3F: 3 clusters Score -55387.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55598.089844 Penalty: 2062.331787
	Iteration 4F: 3 clusters Score -55598.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55784.417969 Penalty: 2062.331787
	Iteration 5F: 3 clusters Score -55784.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55872.343750 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -55872.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55956.687500 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -55956.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56027.089844 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -56027.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56055.664062 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -56055.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56064.515625 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -56064.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56066.261719 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -56066.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56069.445312 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -56069.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56070.246094 Penalty: 2062.331787
	Iteration 13Q: 3 clusters Score -56070.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56070.246094 Penalty: 2062.331787
	Iteration 14F: 3 clusters Score -56070.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 84024 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 270 members 
Entering Unmasked Estep 
Score: -85961640.000000 Penalty: 100184.984375
Splitting cluster 14 changes total score from -85962360.000000 to -85961640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Entering Unmasked Estep 
Score: -2212939.750000 Penalty: 1583.213013
	Iteration 0F: 2 clusters Score -2212940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2201129.750000 Penalty: 3166.426025
	Iteration 0F: 3 clusters Score -2201130 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2205320.500000 Penalty: 3166.426025
	Iteration 1F: 3 clusters Score -2205320 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2205608.250000 Penalty: 3166.426025
	Iteration 2F: 3 clusters Score -2205608 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2205849.500000 Penalty: 3166.426025
	Iteration 3Q: 3 clusters Score -2205850 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2206099.000000 Penalty: 3166.426025
	Iteration 4Q: 3 clusters Score -2206099 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2206393.000000 Penalty: 3166.426025
	Iteration 5Q: 3 clusters Score -2206393 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2206782.250000 Penalty: 3166.426025
	Iteration 6Q: 3 clusters Score -2206782 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2207304.000000 Penalty: 3166.426025
	Iteration 7F: 3 clusters Score -2207304 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2207951.000000 Penalty: 3166.426025
	Iteration 8F: 3 clusters Score -2207951 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2208662.750000 Penalty: 3166.426025
	Iteration 9F: 3 clusters Score -2208663 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2209389.250000 Penalty: 3166.426025
	Iteration 10F: 3 clusters Score -2209389 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2209972.500000 Penalty: 3166.426025
	Iteration 11Q: 3 clusters Score -2209972 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2210406.000000 Penalty: 3166.426025
	Iteration 12Q: 3 clusters Score -2210406 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2210706.250000 Penalty: 3166.426025
	Iteration 13Q: 3 clusters Score -2210706 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2210928.000000 Penalty: 3166.426025
	Iteration 14Q: 3 clusters Score -2210928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2211102.250000 Penalty: 3166.426025
	Iteration 15Q: 3 clusters Score -2211102 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2211246.250000 Penalty: 3166.426025
	Iteration 16Q: 3 clusters Score -2211246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2211372.000000 Penalty: 3166.426025
	Iteration 17Q: 3 clusters Score -2211372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2211463.500000 Penalty: 3166.426025
	Iteration 18Q: 3 clusters Score -2211464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2211535.500000 Penalty: 3166.426025
	Iteration 19Q: 3 clusters Score -2211536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2211573.750000 Penalty: 3166.426025
	Iteration 20F: 3 clusters Score -2211574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2211592.250000 Penalty: 3166.426025
	Iteration 21Q: 3 clusters Score -2211592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2211605.500000 Penalty: 3166.426025
	Iteration 22Q: 3 clusters Score -2211606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2211625.250000 Penalty: 3166.426025
	Iteration 23Q: 3 clusters Score -2211625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2211647.250000 Penalty: 3166.426025
	Iteration 24Q: 3 clusters Score -2211647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2211662.250000 Penalty: 3166.426025
	Iteration 25Q: 3 clusters Score -2211662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2211671.000000 Penalty: 3166.426025
	Iteration 26Q: 3 clusters Score -2211671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2211681.000000 Penalty: 3166.426025
	Iteration 27Q: 3 clusters Score -2211681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2211683.000000 Penalty: 3166.426025
	Iteration 28Q: 3 clusters Score -2211683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2211687.500000 Penalty: 3166.426025
	Iteration 29Q: 3 clusters Score -2211688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2211689.000000 Penalty: 3166.426025
	Iteration 30Q: 3 clusters Score -2211689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2211689.000000 Penalty: 3166.426025
	Iteration 31F: 3 clusters Score -2211689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -34429.519531 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -34429.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33608.843750 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -33608.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33725.789062 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -33725.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33803.730469 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -33803.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33875.152344 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -33875.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33939.167969 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -33939.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33972.574219 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -33972.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34003.585938 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -34003.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34046.273438 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -34046.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34104.246094 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -34104.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34125.160156 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -34125.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34143.218750 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -34143.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34158.582031 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -34158.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34160.121094 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -34160.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34160.121094 Penalty: 1855.888672
	Iteration 13F: 3 clusters Score -34160.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -221918.000000 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221918 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -222284.531250 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222284.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222391.140625 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222391.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222452.359375 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -222452.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222507.921875 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -222507.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222641.453125 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -222641.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -222816.515625 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -222816.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -222938.265625 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -222938.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -223025.390625 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223025.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223108.578125 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223108.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -223191.906250 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223191.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223287.328125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223287.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -223364.375000 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223364.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -223431.375000 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223431.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -223489.218750 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223522.000000 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223533.062500 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223533.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223541.093750 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -223541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223546.593750 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -223546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223553.484375 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -223553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -223558.234375 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -223558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -223564.109375 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -223564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223569.265625 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -223569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -223575.734375 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -223575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -223576.953125 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -223577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -223576.953125 Penalty: 2356.456543
	Iteration 25F: 3 clusters Score -223577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Entering Unmasked Estep 
Score: -4350159.000000 Penalty: 1691.542358
	Iteration 0F: 2 clusters Score -4350159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4327982.500000 Penalty: 3383.084717
	Iteration 0F: 3 clusters Score -4327982 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4336722.500000 Penalty: 3383.084717
	Iteration 1F: 3 clusters Score -4336722 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4337600.000000 Penalty: 3383.084717
	Iteration 2F: 3 clusters Score -4337600 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4338847.500000 Penalty: 3383.084717
	Iteration 3F: 3 clusters Score -4338848 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4340623.500000 Penalty: 3383.084717
	Iteration 4F: 3 clusters Score -4340624 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4342780.500000 Penalty: 3383.084717
	Iteration 5F: 3 clusters Score -4342780 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4344843.000000 Penalty: 3383.084717
	Iteration 6F: 3 clusters Score -4344843 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4346569.000000 Penalty: 3383.084717
	Iteration 7F: 3 clusters Score -4346569 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4347716.500000 Penalty: 3383.084717
	Iteration 8Q: 3 clusters Score -4347716 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4348295.500000 Penalty: 3383.084717
	Iteration 9Q: 3 clusters Score -4348296 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4348615.500000 Penalty: 3383.084717
	Iteration 10Q: 3 clusters Score -4348616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4348819.500000 Penalty: 3383.084717
	Iteration 11Q: 3 clusters Score -4348820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4348957.500000 Penalty: 3383.084717
	Iteration 12Q: 3 clusters Score -4348958 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4349055.000000 Penalty: 3383.084717
	Iteration 13Q: 3 clusters Score -4349055 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4349146.000000 Penalty: 3383.084717
	Iteration 14Q: 3 clusters Score -4349146 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4349202.500000 Penalty: 3383.084717
	Iteration 15Q: 3 clusters Score -4349202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4349252.500000 Penalty: 3383.084717
	Iteration 16Q: 3 clusters Score -4349252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4349279.000000 Penalty: 3383.084717
	Iteration 17Q: 3 clusters Score -4349279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4349307.500000 Penalty: 3383.084717
	Iteration 18Q: 3 clusters Score -4349308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4349317.000000 Penalty: 3383.084717
	Iteration 19Q: 3 clusters Score -4349317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4349332.500000 Penalty: 3383.084717
	Iteration 20F: 3 clusters Score -4349332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4349342.000000 Penalty: 3383.084717
	Iteration 21Q: 3 clusters Score -4349342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4349346.500000 Penalty: 3383.084717
	Iteration 22Q: 3 clusters Score -4349346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4349354.000000 Penalty: 3383.084717
	Iteration 23Q: 3 clusters Score -4349354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4349360.500000 Penalty: 3383.084717
	Iteration 24Q: 3 clusters Score -4349360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4349369.000000 Penalty: 3383.084717
	Iteration 25Q: 3 clusters Score -4349369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4349384.500000 Penalty: 3383.084717
	Iteration 26Q: 3 clusters Score -4349384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4349389.000000 Penalty: 3383.084717
	Iteration 27Q: 3 clusters Score -4349389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4349399.500000 Penalty: 3383.084717
	Iteration 28Q: 3 clusters Score -4349400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4349412.000000 Penalty: 3383.084717
	Iteration 29Q: 3 clusters Score -4349412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4349412.000000 Penalty: 3383.084717
	Iteration 30Q: 3 clusters Score -4349412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4349420.500000 Penalty: 3383.084717
	Iteration 31Q: 3 clusters Score -4349420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4349437.000000 Penalty: 3383.084717
	Iteration 32Q: 3 clusters Score -4349437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4349437.000000 Penalty: 3383.084717
	Iteration 33Q: 3 clusters Score -4349437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4349435.500000 Penalty: 3383.084717
	Iteration 34Q: 3 clusters Score -4349436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4349435.000000 Penalty: 3383.084717
	Iteration 35Q: 3 clusters Score -4349435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4349439.000000 Penalty: 3383.084717
	Iteration 36Q: 3 clusters Score -4349439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4349442.000000 Penalty: 3383.084717
	Iteration 37Q: 3 clusters Score -4349442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4349441.500000 Penalty: 3383.084717
	Iteration 38Q: 3 clusters Score -4349442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4349440.000000 Penalty: 3383.084717
	Iteration 39Q: 3 clusters Score -4349440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4349440.000000 Penalty: 3383.084717
	Iteration 40F: 3 clusters Score -4349440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5672.400391 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5672.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5748.365234 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5748.365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5790.391602 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -5790.392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5801.542480 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -5801.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5801.542480 Penalty: 1667.217041
	Iteration 4F: 3 clusters Score -5801.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16749.970703 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16749.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16835.605469 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16835.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16874.179688 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -16874.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16913.150391 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16913.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16932.763672 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16932.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16940.529297 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -16940.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16945.181641 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -16945.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16949.941406 Penalty: 1696.615723
	Iteration 7Q: 3 clusters Score -16949.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16949.941406 Penalty: 1696.615723
	Iteration 8F: 3 clusters Score -16949.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35140.093750 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35140.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35333.351562 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35333.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35405.796875 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35472.765625 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -35472.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35534.148438 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35534.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35605.648438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35605.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35653.515625 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35653.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35665.449219 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35665.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35666.195312 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35668.886719 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35668.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35670.429688 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -35670.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35673.906250 Penalty: 1930.555664
	Iteration 11F: 3 clusters Score -35673.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35702.902344 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -35702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35714.875000 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -35714.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35718.828125 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -35718.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35720.640625 Penalty: 1930.555664
	Iteration 15Q: 3 clusters Score -35720.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35720.640625 Penalty: 1930.555664
	Iteration 16F: 3 clusters Score -35720.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29448.437500 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29448.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29649.847656 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29649.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29724.203125 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -29753.058594 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29753.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -29807.740234 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29807.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -29822.269531 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29822.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -29837.347656 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29837.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -29837.347656 Penalty: 1817.070801
	Iteration 7F: 3 clusters Score -29837.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -1133586.750000 Penalty: 1476.607544
	Iteration 0F: 2 clusters Score -1133587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1127139.375000 Penalty: 2953.215088
	Iteration 0F: 3 clusters Score -1127139 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1129155.875000 Penalty: 2953.215088
	Iteration 1F: 3 clusters Score -1129156 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1129486.125000 Penalty: 2953.215088
	Iteration 2F: 3 clusters Score -1129486 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1129876.125000 Penalty: 2953.215088
	Iteration 3F: 3 clusters Score -1129876 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1130322.125000 Penalty: 2953.215088
	Iteration 4F: 3 clusters Score -1130322 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1130821.125000 Penalty: 2953.215088
	Iteration 5F: 3 clusters Score -1130821 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1131270.750000 Penalty: 2953.215088
	Iteration 6F: 3 clusters Score -1131271 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1131652.125000 Penalty: 2953.215088
	Iteration 7F: 3 clusters Score -1131652 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1131908.125000 Penalty: 2953.215088
	Iteration 8Q: 3 clusters Score -1131908 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 2953.215088
	Iteration 9Q: 3 clusters Score -1132065 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1132198.750000 Penalty: 2953.215088
	Iteration 10Q: 3 clusters Score -1132199 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1132318.750000 Penalty: 2953.215088
	Iteration 11Q: 3 clusters Score -1132319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1132418.625000 Penalty: 2953.215088
	Iteration 12Q: 3 clusters Score -1132419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1132485.750000 Penalty: 2953.215088
	Iteration 13Q: 3 clusters Score -1132486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1132547.250000 Penalty: 2953.215088
	Iteration 14Q: 3 clusters Score -1132547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1132626.750000 Penalty: 2953.215088
	Iteration 15Q: 3 clusters Score -1132627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1132677.625000 Penalty: 2953.215088
	Iteration 16Q: 3 clusters Score -1132678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1132734.500000 Penalty: 2953.215088
	Iteration 17Q: 3 clusters Score -1132734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1132778.875000 Penalty: 2953.215088
	Iteration 18Q: 3 clusters Score -1132779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1132805.250000 Penalty: 2953.215088
	Iteration 19Q: 3 clusters Score -1132805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1132825.000000 Penalty: 2953.215088
	Iteration 20F: 3 clusters Score -1132825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1132845.125000 Penalty: 2953.215088
	Iteration 21Q: 3 clusters Score -1132845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1132868.250000 Penalty: 2953.215088
	Iteration 22Q: 3 clusters Score -1132868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1132888.500000 Penalty: 2953.215088
	Iteration 23Q: 3 clusters Score -1132888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1132919.000000 Penalty: 2953.215088
	Iteration 24Q: 3 clusters Score -1132919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1132955.750000 Penalty: 2953.215088
	Iteration 25Q: 3 clusters Score -1132956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1133006.250000 Penalty: 2953.215088
	Iteration 26Q: 3 clusters Score -1133006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1133046.875000 Penalty: 2953.215088
	Iteration 27Q: 3 clusters Score -1133047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1133086.375000 Penalty: 2953.215088
	Iteration 28Q: 3 clusters Score -1133086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1133123.125000 Penalty: 2953.215088
	Iteration 29Q: 3 clusters Score -1133123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1133139.750000 Penalty: 2953.215088
	Iteration 30Q: 3 clusters Score -1133140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1133155.500000 Penalty: 2953.215088
	Iteration 31Q: 3 clusters Score -1133156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1133165.500000 Penalty: 2953.215088
	Iteration 32Q: 3 clusters Score -1133166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1133181.625000 Penalty: 2953.215088
	Iteration 33Q: 3 clusters Score -1133182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1133191.500000 Penalty: 2953.215088
	Iteration 34Q: 3 clusters Score -1133192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1133200.750000 Penalty: 2953.215088
	Iteration 35Q: 3 clusters Score -1133201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1133205.625000 Penalty: 2953.215088
	Iteration 36Q: 3 clusters Score -1133206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1133211.250000 Penalty: 2953.215088
	Iteration 37Q: 3 clusters Score -1133211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1133215.750000 Penalty: 2953.215088
	Iteration 38Q: 3 clusters Score -1133216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1133215.750000 Penalty: 2953.215088
	Iteration 39Q: 3 clusters Score -1133216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1133214.750000 Penalty: 2953.215088
	Iteration 40F: 3 clusters Score -1133215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1133218.000000 Penalty: 2953.215088
	Iteration 41Q: 3 clusters Score -1133218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1133216.750000 Penalty: 2953.215088
	Iteration 42Q: 3 clusters Score -1133217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1133220.375000 Penalty: 2953.215088
	Iteration 43Q: 3 clusters Score -1133220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1133221.375000 Penalty: 2953.215088
	Iteration 44Q: 3 clusters Score -1133221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1133222.500000 Penalty: 2953.215088
	Iteration 45Q: 3 clusters Score -1133222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1133222.000000 Penalty: 2953.215088
	Iteration 46Q: 3 clusters Score -1133222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1133221.500000 Penalty: 2953.215088
	Iteration 47Q: 3 clusters Score -1133222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1133221.500000 Penalty: 2953.215088
	Iteration 48Q: 3 clusters Score -1133222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1133223.000000 Penalty: 2953.215088
	Iteration 49Q: 3 clusters Score -1133223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1133222.125000 Penalty: 2953.215088
	Iteration 50Q: 3 clusters Score -1133222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1133224.375000 Penalty: 2953.215088
	Iteration 51Q: 3 clusters Score -1133224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1133225.125000 Penalty: 2953.215088
	Iteration 52Q: 3 clusters Score -1133225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1133223.500000 Penalty: 2953.215088
	Iteration 53Q: 3 clusters Score -1133224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1133223.250000 Penalty: 2953.215088
	Iteration 54Q: 3 clusters Score -1133223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1133222.625000 Penalty: 2953.215088
	Iteration 55Q: 3 clusters Score -1133223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1133224.750000 Penalty: 2953.215088
	Iteration 56Q: 3 clusters Score -1133225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1133222.625000 Penalty: 2953.215088
	Iteration 57Q: 3 clusters Score -1133223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1133222.750000 Penalty: 2953.215088
	Iteration 58Q: 3 clusters Score -1133223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1133224.875000 Penalty: 2953.215088
	Iteration 59Q: 3 clusters Score -1133225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1133226.375000 Penalty: 2953.215088
	Iteration 60F: 3 clusters Score -1133226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1133227.750000 Penalty: 2953.215088
	Iteration 61Q: 3 clusters Score -1133228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1133227.750000 Penalty: 2953.215088
	Iteration 62F: 3 clusters Score -1133228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32729.285156 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32729.29 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32970.277344 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32970.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33138.644531 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33138.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33240.675781 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33240.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33306.062500 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33306.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33329.988281 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33329.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33366.687500 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33366.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33415.816406 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33415.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33422.476562 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33422.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33434.390625 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33434.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33445.320312 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33445.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33473.605469 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -33473.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33489.550781 Penalty: 1983.331543
	Iteration 12Q: 3 clusters Score -33489.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33492.453125 Penalty: 1983.331543
	Iteration 13Q: 3 clusters Score -33492.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33492.453125 Penalty: 1983.331543
	Iteration 14F: 3 clusters Score -33492.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (64337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Entering Unmasked Estep 
Score: -8568777.000000 Penalty: 1799.182129
	Iteration 0F: 2 clusters Score -8568777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8526594.000000 Penalty: 3598.364258
	Iteration 0F: 3 clusters Score -8526594 nChanged 30588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8544120.000000 Penalty: 3598.364258
	Iteration 1F: 3 clusters Score -8544120 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8544756.000000 Penalty: 3598.364258
	Iteration 2Q: 3 clusters Score -8544756 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -8545671.000000 Penalty: 3598.364258
	Iteration 3Q: 3 clusters Score -8545671 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -8546932.000000 Penalty: 3598.364258
	Iteration 4Q: 3 clusters Score -8546932 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8549011.000000 Penalty: 3598.364258
	Iteration 5F: 3 clusters Score -8549011 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8552231.000000 Penalty: 3598.364258
	Iteration 6F: 3 clusters Score -8552231 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -8556415.000000 Penalty: 3598.364258
	Iteration 7F: 3 clusters Score -8556415 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8560528.000000 Penalty: 3598.364258
	Iteration 8F: 3 clusters Score -8560528 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -8563760.000000 Penalty: 3598.364258
	Iteration 9Q: 3 clusters Score -8563760 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -8565464.000000 Penalty: 3598.364258
	Iteration 10Q: 3 clusters Score -8565464 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -8566072.000000 Penalty: 3598.364258
	Iteration 11Q: 3 clusters Score -8566072 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -8566315.000000 Penalty: 3598.364258
	Iteration 12Q: 3 clusters Score -8566315 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -8566532.000000 Penalty: 3598.364258
	Iteration 13Q: 3 clusters Score -8566532 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -8566727.000000 Penalty: 3598.364258
	Iteration 14Q: 3 clusters Score -8566727 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -8566916.000000 Penalty: 3598.364258
	Iteration 15Q: 3 clusters Score -8566916 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -8567078.000000 Penalty: 3598.364258
	Iteration 16Q: 3 clusters Score -8567078 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -8567174.000000 Penalty: 3598.364258
	Iteration 17Q: 3 clusters Score -8567174 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -8567269.000000 Penalty: 3598.364258
	Iteration 18Q: 3 clusters Score -8567269 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -8567368.000000 Penalty: 3598.364258
	Iteration 19Q: 3 clusters Score -8567368 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -8567489.000000 Penalty: 3598.364258
	Iteration 20F: 3 clusters Score -8567489 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -8567608.000000 Penalty: 3598.364258
	Iteration 21Q: 3 clusters Score -8567608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -8567629.000000 Penalty: 3598.364258
	Iteration 22Q: 3 clusters Score -8567629 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -8567674.000000 Penalty: 3598.364258
	Iteration 23Q: 3 clusters Score -8567674 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -8567739.000000 Penalty: 3598.364258
	Iteration 24Q: 3 clusters Score -8567739 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -8567784.000000 Penalty: 3598.364258
	Iteration 25Q: 3 clusters Score -8567784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8567802.000000 Penalty: 3598.364258
	Iteration 26Q: 3 clusters Score -8567802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -8567814.000000 Penalty: 3598.364258
	Iteration 27Q: 3 clusters Score -8567814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -8567828.000000 Penalty: 3598.364258
	Iteration 28Q: 3 clusters Score -8567828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -8567846.000000 Penalty: 3598.364258
	Iteration 29Q: 3 clusters Score -8567846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8567837.000000 Penalty: 3598.364258
	Iteration 30Q: 3 clusters Score -8567837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -8567822.000000 Penalty: 3598.364258
	Iteration 31Q: 3 clusters Score -8567822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -8567808.000000 Penalty: 3598.364258
	Iteration 32Q: 3 clusters Score -8567808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8567793.000000 Penalty: 3598.364258
	Iteration 33Q: 3 clusters Score -8567793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -8567809.000000 Penalty: 3598.364258
	Iteration 34Q: 3 clusters Score -8567809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -8567792.000000 Penalty: 3598.364258
	Iteration 35Q: 3 clusters Score -8567792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -8567800.000000 Penalty: 3598.364258
	Iteration 36Q: 3 clusters Score -8567800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8567795.000000 Penalty: 3598.364258
	Iteration 37Q: 3 clusters Score -8567795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -8567792.000000 Penalty: 3598.364258
	Iteration 38Q: 3 clusters Score -8567792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -8567784.000000 Penalty: 3598.364258
	Iteration 39Q: 3 clusters Score -8567784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -8567775.000000 Penalty: 3598.364258
	Iteration 40F: 3 clusters Score -8567775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8567790.000000 Penalty: 3598.364258
	Iteration 41Q: 3 clusters Score -8567790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -8567784.000000 Penalty: 3598.364258
	Iteration 42Q: 3 clusters Score -8567784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -8567780.000000 Penalty: 3598.364258
	Iteration 43Q: 3 clusters Score -8567780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -8567786.000000 Penalty: 3598.364258
	Iteration 44Q: 3 clusters Score -8567786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -8567780.000000 Penalty: 3598.364258
	Iteration 45Q: 3 clusters Score -8567780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -8567777.000000 Penalty: 3598.364258
	Iteration 46Q: 3 clusters Score -8567777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -8567782.000000 Penalty: 3598.364258
	Iteration 47Q: 3 clusters Score -8567782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -8567780.000000 Penalty: 3598.364258
	Iteration 48Q: 3 clusters Score -8567780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -8567777.000000 Penalty: 3598.364258
	Iteration 49Q: 3 clusters Score -8567777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -8567772.000000 Penalty: 3598.364258
	Iteration 50Q: 3 clusters Score -8567772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -8567775.000000 Penalty: 3598.364258
	Iteration 51Q: 3 clusters Score -8567775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -8567779.000000 Penalty: 3598.364258
	Iteration 52Q: 3 clusters Score -8567779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8567769.000000 Penalty: 3598.364258
	Iteration 53Q: 3 clusters Score -8567769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -8567775.000000 Penalty: 3598.364258
	Iteration 54Q: 3 clusters Score -8567775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -8567766.000000 Penalty: 3598.364258
	Iteration 55Q: 3 clusters Score -8567766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -8567768.000000 Penalty: 3598.364258
	Iteration 56Q: 3 clusters Score -8567768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -8567770.000000 Penalty: 3598.364258
	Iteration 57Q: 3 clusters Score -8567770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -8567776.000000 Penalty: 3598.364258
	Iteration 58Q: 3 clusters Score -8567776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8567789.000000 Penalty: 3598.364258
	Iteration 59Q: 3 clusters Score -8567789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8567785.000000 Penalty: 3598.364258
	Iteration 60F: 3 clusters Score -8567785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -8567779.000000 Penalty: 3598.364258
	Iteration 61Q: 3 clusters Score -8567779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -8567775.000000 Penalty: 3598.364258
	Iteration 62Q: 3 clusters Score -8567775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -8567775.000000 Penalty: 3598.364258
	Iteration 63F: 3 clusters Score -8567775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -113304.687500 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -113304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111939.203125 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -111939.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112307.335938 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -112307.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112477.078125 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -112477.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112594.812500 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -112594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112662.984375 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -112663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112686.945312 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -112686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112723.570312 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -112723.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112751.765625 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -112751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112765.421875 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -112765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112775.835938 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -112775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112785.015625 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -112785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112795.757812 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -112795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -112800.882812 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -112800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -112813.710938 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -112813.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112829.585938 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -112829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112836.921875 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -112836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112838.453125 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -112838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112841.367188 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -112841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112843.328125 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -112843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112848.859375 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -112848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112854.335938 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -112854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112859.367188 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -112859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112860.328125 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -112860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112861.296875 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -112861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112861.796875 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -112861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112861.796875 Penalty: 2231.414551
	Iteration 25F: 3 clusters Score -112861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -73613.296875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -73613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72457.054688 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -72457.05 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72698.929688 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -72698.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72841.375000 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -72841.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72902.960938 Penalty: 2103.512451
	Iteration 3F: 3 clusters Score -72902.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72929.218750 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -72929.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72952.906250 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -72952.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72967.054688 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -72967.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72977.125000 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -72977.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72986.507812 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -72986.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72992.210938 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -72992.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72995.453125 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -72995.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73002.914062 Penalty: 2103.512451
	Iteration 11Q: 3 clusters Score -73002.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73003.289062 Penalty: 2103.512451
	Iteration 12Q: 3 clusters Score -73003.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73003.289062 Penalty: 2103.512451
	Iteration 13F: 3 clusters Score -73003.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -1195286.625000 Penalty: 1484.712769
	Iteration 0F: 2 clusters Score -1195287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1188563.375000 Penalty: 2969.425537
	Iteration 0F: 3 clusters Score -1188563 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1190833.625000 Penalty: 2969.425537
	Iteration 1F: 3 clusters Score -1190834 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1191122.125000 Penalty: 2969.425537
	Iteration 2F: 3 clusters Score -1191122 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1191328.000000 Penalty: 2969.425537
	Iteration 3F: 3 clusters Score -1191328 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1191501.375000 Penalty: 2969.425537
	Iteration 4Q: 3 clusters Score -1191501 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1191653.625000 Penalty: 2969.425537
	Iteration 5Q: 3 clusters Score -1191654 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1191786.625000 Penalty: 2969.425537
	Iteration 6Q: 3 clusters Score -1191787 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1191922.250000 Penalty: 2969.425537
	Iteration 7Q: 3 clusters Score -1191922 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1192061.125000 Penalty: 2969.425537
	Iteration 8Q: 3 clusters Score -1192061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1192222.500000 Penalty: 2969.425537
	Iteration 9Q: 3 clusters Score -1192222 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1192383.500000 Penalty: 2969.425537
	Iteration 10Q: 3 clusters Score -1192384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1192579.500000 Penalty: 2969.425537
	Iteration 11Q: 3 clusters Score -1192580 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1192751.000000 Penalty: 2969.425537
	Iteration 12Q: 3 clusters Score -1192751 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1192873.375000 Penalty: 2969.425537
	Iteration 13Q: 3 clusters Score -1192873 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1192963.000000 Penalty: 2969.425537
	Iteration 14Q: 3 clusters Score -1192963 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1193021.000000 Penalty: 2969.425537
	Iteration 15Q: 3 clusters Score -1193021 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1193064.125000 Penalty: 2969.425537
	Iteration 16Q: 3 clusters Score -1193064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1193095.125000 Penalty: 2969.425537
	Iteration 17Q: 3 clusters Score -1193095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1193117.000000 Penalty: 2969.425537
	Iteration 18Q: 3 clusters Score -1193117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1193133.250000 Penalty: 2969.425537
	Iteration 19Q: 3 clusters Score -1193133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1193149.000000 Penalty: 2969.425537
	Iteration 20F: 3 clusters Score -1193149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1193156.375000 Penalty: 2969.425537
	Iteration 21Q: 3 clusters Score -1193156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1193159.750000 Penalty: 2969.425537
	Iteration 22Q: 3 clusters Score -1193160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1193171.250000 Penalty: 2969.425537
	Iteration 23Q: 3 clusters Score -1193171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1193179.375000 Penalty: 2969.425537
	Iteration 24Q: 3 clusters Score -1193179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1193185.000000 Penalty: 2969.425537
	Iteration 25Q: 3 clusters Score -1193185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1193189.625000 Penalty: 2969.425537
	Iteration 26Q: 3 clusters Score -1193190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1193194.375000 Penalty: 2969.425537
	Iteration 27Q: 3 clusters Score -1193194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1193195.375000 Penalty: 2969.425537
	Iteration 28Q: 3 clusters Score -1193195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1193196.875000 Penalty: 2969.425537
	Iteration 29Q: 3 clusters Score -1193197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1193203.000000 Penalty: 2969.425537
	Iteration 30Q: 3 clusters Score -1193203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1193202.875000 Penalty: 2969.425537
	Iteration 31Q: 3 clusters Score -1193203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1193206.000000 Penalty: 2969.425537
	Iteration 32Q: 3 clusters Score -1193206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1193214.500000 Penalty: 2969.425537
	Iteration 33Q: 3 clusters Score -1193214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1193215.000000 Penalty: 2969.425537
	Iteration 34Q: 3 clusters Score -1193215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1193215.625000 Penalty: 2969.425537
	Iteration 35Q: 3 clusters Score -1193216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1193216.250000 Penalty: 2969.425537
	Iteration 36Q: 3 clusters Score -1193216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1193216.750000 Penalty: 2969.425537
	Iteration 37Q: 3 clusters Score -1193217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1193215.750000 Penalty: 2969.425537
	Iteration 38Q: 3 clusters Score -1193216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1193222.125000 Penalty: 2969.425537
	Iteration 39Q: 3 clusters Score -1193222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1193221.125000 Penalty: 2969.425537
	Iteration 40F: 3 clusters Score -1193221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1193222.625000 Penalty: 2969.425537
	Iteration 41Q: 3 clusters Score -1193223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1193225.250000 Penalty: 2969.425537
	Iteration 42Q: 3 clusters Score -1193225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1193223.125000 Penalty: 2969.425537
	Iteration 43Q: 3 clusters Score -1193223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1193227.500000 Penalty: 2969.425537
	Iteration 44Q: 3 clusters Score -1193228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1193227.125000 Penalty: 2969.425537
	Iteration 45Q: 3 clusters Score -1193227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1193231.875000 Penalty: 2969.425537
	Iteration 46Q: 3 clusters Score -1193232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1193232.000000 Penalty: 2969.425537
	Iteration 47Q: 3 clusters Score -1193232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1193229.750000 Penalty: 2969.425537
	Iteration 48Q: 3 clusters Score -1193230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1193231.125000 Penalty: 2969.425537
	Iteration 49Q: 3 clusters Score -1193231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1193231.250000 Penalty: 2969.425537
	Iteration 50Q: 3 clusters Score -1193231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1193230.375000 Penalty: 2969.425537
	Iteration 51Q: 3 clusters Score -1193230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1193231.375000 Penalty: 2969.425537
	Iteration 52Q: 3 clusters Score -1193231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1193233.125000 Penalty: 2969.425537
	Iteration 53Q: 3 clusters Score -1193233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1193234.375000 Penalty: 2969.425537
	Iteration 54Q: 3 clusters Score -1193234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1193234.375000 Penalty: 2969.425537
	Iteration 55Q: 3 clusters Score -1193234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1193234.375000 Penalty: 2969.425537
	Iteration 56F: 3 clusters Score -1193234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -45807.851562 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -45807.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44924.707031 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -44924.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45068.496094 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -45068.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45112.820312 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -45112.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45155.968750 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -45155.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45215.632812 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -45215.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45284.601562 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -45284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45307.890625 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -45307.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45317.027344 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -45317.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45323.968750 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -45323.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45326.218750 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -45326.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45326.218750 Penalty: 1921.008911
	Iteration 10F: 3 clusters Score -45326.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2675392.250000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675392 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2679663.250000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679663 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2680355.750000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2680356 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2681168.000000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2681168 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2682118.000000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2682118 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2682985.000000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2682985 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2683486.250000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2683486 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2683743.000000 Penalty: 3157.155029
	Iteration 7Q: 3 clusters Score -2683743 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2683882.000000 Penalty: 3157.155029
	Iteration 8Q: 3 clusters Score -2683882 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2683955.250000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2683955 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2684007.250000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2684007 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2684036.250000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2684036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2684060.000000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2684060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2684105.000000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2684105 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2684125.750000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2684126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2684146.000000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2684146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2684168.500000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2684168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2684195.000000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2684195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2684213.000000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2684213 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2684241.500000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2684242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2684286.750000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2684287 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2684322.250000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2684322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2684349.000000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2684349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2684356.750000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2684357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2684376.250000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2684376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2684384.500000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -2684384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2684403.000000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -2684403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2684424.500000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -2684424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2684450.000000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -2684450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2684510.250000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -2684510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2684580.500000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -2684580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2684669.750000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -2684670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2684751.250000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -2684751 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2684840.500000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -2684840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2684931.750000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -2684932 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2685002.000000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -2685002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2685046.750000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -2685047 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2685078.500000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -2685078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2685100.750000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -2685101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2685118.000000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -2685118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2685129.000000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -2685129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2685143.000000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -2685143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2685153.000000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -2685153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2685166.750000 Penalty: 3157.155029
	Iteration 43Q: 3 clusters Score -2685167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2685177.000000 Penalty: 3157.155029
	Iteration 44Q: 3 clusters Score -2685177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2685181.500000 Penalty: 3157.155029
	Iteration 45Q: 3 clusters Score -2685182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2685190.000000 Penalty: 3157.155029
	Iteration 46Q: 3 clusters Score -2685190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2685187.500000 Penalty: 3157.155029
	Iteration 47Q: 3 clusters Score -2685188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2685192.250000 Penalty: 3157.155029
	Iteration 48Q: 3 clusters Score -2685192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2685199.750000 Penalty: 3157.155029
	Iteration 49Q: 3 clusters Score -2685200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2685204.250000 Penalty: 3157.155029
	Iteration 50Q: 3 clusters Score -2685204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2685196.750000 Penalty: 3157.155029
	Iteration 51Q: 3 clusters Score -2685197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2685202.250000 Penalty: 3157.155029
	Iteration 52Q: 3 clusters Score -2685202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2685203.250000 Penalty: 3157.155029
	Iteration 53Q: 3 clusters Score -2685203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2685196.250000 Penalty: 3157.155029
	Iteration 54Q: 3 clusters Score -2685196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2685204.750000 Penalty: 3157.155029
	Iteration 55Q: 3 clusters Score -2685205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2685206.500000 Penalty: 3157.155029
	Iteration 56Q: 3 clusters Score -2685206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2685210.750000 Penalty: 3157.155029
	Iteration 57Q: 3 clusters Score -2685211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2685211.750000 Penalty: 3157.155029
	Iteration 58Q: 3 clusters Score -2685212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2685211.250000 Penalty: 3157.155029
	Iteration 59Q: 3 clusters Score -2685211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2685210.500000 Penalty: 3157.155029
	Iteration 60F: 3 clusters Score -2685210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2685216.750000 Penalty: 3157.155029
	Iteration 61Q: 3 clusters Score -2685217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2685217.750000 Penalty: 3157.155029
	Iteration 62Q: 3 clusters Score -2685218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2685219.750000 Penalty: 3157.155029
	Iteration 63Q: 3 clusters Score -2685220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2685217.500000 Penalty: 3157.155029
	Iteration 64Q: 3 clusters Score -2685218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2685221.500000 Penalty: 3157.155029
	Iteration 65Q: 3 clusters Score -2685222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2685225.000000 Penalty: 3157.155029
	Iteration 66Q: 3 clusters Score -2685225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2685223.250000 Penalty: 3157.155029
	Iteration 67Q: 3 clusters Score -2685223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2685224.500000 Penalty: 3157.155029
	Iteration 68Q: 3 clusters Score -2685224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2685227.500000 Penalty: 3157.155029
	Iteration 69Q: 3 clusters Score -2685228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2685227.750000 Penalty: 3157.155029
	Iteration 70Q: 3 clusters Score -2685228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2685231.250000 Penalty: 3157.155029
	Iteration 71Q: 3 clusters Score -2685231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2685229.750000 Penalty: 3157.155029
	Iteration 72Q: 3 clusters Score -2685230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2685228.250000 Penalty: 3157.155029
	Iteration 73Q: 3 clusters Score -2685228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2685226.750000 Penalty: 3157.155029
	Iteration 74Q: 3 clusters Score -2685227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2685228.000000 Penalty: 3157.155029
	Iteration 75Q: 3 clusters Score -2685228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2685227.500000 Penalty: 3157.155029
	Iteration 76Q: 3 clusters Score -2685228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2685225.750000 Penalty: 3157.155029
	Iteration 77Q: 3 clusters Score -2685226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2685225.000000 Penalty: 3157.155029
	Iteration 78Q: 3 clusters Score -2685225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2685222.250000 Penalty: 3157.155029
	Iteration 79Q: 3 clusters Score -2685222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2685226.750000 Penalty: 3157.155029
	Iteration 80F: 3 clusters Score -2685227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2685229.750000 Penalty: 3157.155029
	Iteration 81Q: 3 clusters Score -2685230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2685231.500000 Penalty: 3157.155029
	Iteration 82Q: 3 clusters Score -2685232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2685230.500000 Penalty: 3157.155029
	Iteration 83Q: 3 clusters Score -2685230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2685223.500000 Penalty: 3157.155029
	Iteration 84Q: 3 clusters Score -2685224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2685231.250000 Penalty: 3157.155029
	Iteration 85Q: 3 clusters Score -2685231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2685224.000000 Penalty: 3157.155029
	Iteration 86Q: 3 clusters Score -2685224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2685228.000000 Penalty: 3157.155029
	Iteration 87Q: 3 clusters Score -2685228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2685224.750000 Penalty: 3157.155029
	Iteration 88Q: 3 clusters Score -2685225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2685233.500000 Penalty: 3157.155029
	Iteration 89Q: 3 clusters Score -2685234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2685231.500000 Penalty: 3157.155029
	Iteration 90Q: 3 clusters Score -2685232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2685241.750000 Penalty: 3157.155029
	Iteration 91Q: 3 clusters Score -2685242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2685240.750000 Penalty: 3157.155029
	Iteration 92Q: 3 clusters Score -2685241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2685242.500000 Penalty: 3157.155029
	Iteration 93Q: 3 clusters Score -2685242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2685241.500000 Penalty: 3157.155029
	Iteration 94Q: 3 clusters Score -2685242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2685246.250000 Penalty: 3157.155029
	Iteration 95Q: 3 clusters Score -2685246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2685246.000000 Penalty: 3157.155029
	Iteration 96Q: 3 clusters Score -2685246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2685245.000000 Penalty: 3157.155029
	Iteration 97Q: 3 clusters Score -2685245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2685243.750000 Penalty: 3157.155029
	Iteration 98Q: 3 clusters Score -2685244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2685243.750000 Penalty: 3157.155029
	Iteration 99F: 3 clusters Score -2685244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (84024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Entering Unmasked Estep 
Score: -11210122.000000 Penalty: 1842.564331
	Iteration 0F: 2 clusters Score -1.121012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -11163202.000000 Penalty: 3685.128662
	Iteration 0F: 3 clusters Score -1.11632e+07 nChanged 40036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -11186196.000000 Penalty: 3685.128662
	Iteration 1F: 3 clusters Score -1.11862e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -11187032.000000 Penalty: 3685.128662
	Iteration 2Q: 3 clusters Score -1.118703e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11188348.000000 Penalty: 3685.128662
	Iteration 3Q: 3 clusters Score -1.118835e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -11190117.000000 Penalty: 3685.128662
	Iteration 4Q: 3 clusters Score -1.119012e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -11193215.000000 Penalty: 3685.128662
	Iteration 5F: 3 clusters Score -1.119322e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -11197682.000000 Penalty: 3685.128662
	Iteration 6F: 3 clusters Score -1.119768e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -11203713.000000 Penalty: 3685.128662
	Iteration 7F: 3 clusters Score -1.120371e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -11208405.000000 Penalty: 3685.128662
	Iteration 8F: 3 clusters Score -1.12084e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -11210172.000000 Penalty: 3685.128662
	Iteration 9F: 3 clusters Score -1.121017e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -11210823.000000 Penalty: 3685.128662
	Iteration 10Q: 3 clusters Score -1.121082e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -11211198.000000 Penalty: 3685.128662
	Iteration 11Q: 3 clusters Score -1.12112e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -11211538.000000 Penalty: 3685.128662
	Iteration 12Q: 3 clusters Score -1.121154e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -11211841.000000 Penalty: 3685.128662
	Iteration 13Q: 3 clusters Score -1.121184e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -11212101.000000 Penalty: 3685.128662
	Iteration 14Q: 3 clusters Score -1.12121e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -11212251.000000 Penalty: 3685.128662
	Iteration 15Q: 3 clusters Score -1.121225e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -11212307.000000 Penalty: 3685.128662
	Iteration 16Q: 3 clusters Score -1.121231e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -11212497.000000 Penalty: 3685.128662
	Iteration 17Q: 3 clusters Score -1.12125e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -11212599.000000 Penalty: 3685.128662
	Iteration 18Q: 3 clusters Score -1.12126e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -11212671.000000 Penalty: 3685.128662
	Iteration 19Q: 3 clusters Score -1.121267e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -11212715.000000 Penalty: 3685.128662
	Iteration 20F: 3 clusters Score -1.121272e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -11212761.000000 Penalty: 3685.128662
	Iteration 21Q: 3 clusters Score -1.121276e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -11212721.000000 Penalty: 3685.128662
	Iteration 22Q: 3 clusters Score -1.121272e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -11212707.000000 Penalty: 3685.128662
	Iteration 23Q: 3 clusters Score -1.121271e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -11212615.000000 Penalty: 3685.128662
	Iteration 24Q: 3 clusters Score -1.121262e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -11212487.000000 Penalty: 3685.128662
	Iteration 25Q: 3 clusters Score -1.121249e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -11212419.000000 Penalty: 3685.128662
	Iteration 26Q: 3 clusters Score -1.121242e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -11212312.000000 Penalty: 3685.128662
	Iteration 27Q: 3 clusters Score -1.121231e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -11212331.000000 Penalty: 3685.128662
	Iteration 28Q: 3 clusters Score -1.121233e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -11212332.000000 Penalty: 3685.128662
	Iteration 29Q: 3 clusters Score -1.121233e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -11212190.000000 Penalty: 3685.128662
	Iteration 30Q: 3 clusters Score -1.121219e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -11212162.000000 Penalty: 3685.128662
	Iteration 31Q: 3 clusters Score -1.121216e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -11212049.000000 Penalty: 3685.128662
	Iteration 32Q: 3 clusters Score -1.121205e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -11212005.000000 Penalty: 3685.128662
	Iteration 33Q: 3 clusters Score -1.1212e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -11211978.000000 Penalty: 3685.128662
	Iteration 34Q: 3 clusters Score -1.121198e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -11211961.000000 Penalty: 3685.128662
	Iteration 35Q: 3 clusters Score -1.121196e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -11211869.000000 Penalty: 3685.128662
	Iteration 36Q: 3 clusters Score -1.121187e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -11211868.000000 Penalty: 3685.128662
	Iteration 37Q: 3 clusters Score -1.121187e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -11211863.000000 Penalty: 3685.128662
	Iteration 38Q: 3 clusters Score -1.121186e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -11211817.000000 Penalty: 3685.128662
	Iteration 39Q: 3 clusters Score -1.121182e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -11211808.000000 Penalty: 3685.128662
	Iteration 40F: 3 clusters Score -1.121181e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -11211778.000000 Penalty: 3685.128662
	Iteration 41Q: 3 clusters Score -1.121178e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -11211750.000000 Penalty: 3685.128662
	Iteration 42Q: 3 clusters Score -1.121175e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -11211726.000000 Penalty: 3685.128662
	Iteration 43Q: 3 clusters Score -1.121173e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -11211719.000000 Penalty: 3685.128662
	Iteration 44Q: 3 clusters Score -1.121172e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -11211707.000000 Penalty: 3685.128662
	Iteration 45Q: 3 clusters Score -1.121171e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -11211666.000000 Penalty: 3685.128662
	Iteration 46Q: 3 clusters Score -1.121167e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -11211657.000000 Penalty: 3685.128662
	Iteration 47Q: 3 clusters Score -1.121166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -11211655.000000 Penalty: 3685.128662
	Iteration 48Q: 3 clusters Score -1.121166e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -11211649.000000 Penalty: 3685.128662
	Iteration 49Q: 3 clusters Score -1.121165e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -11211643.000000 Penalty: 3685.128662
	Iteration 50Q: 3 clusters Score -1.121164e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -11211625.000000 Penalty: 3685.128662
	Iteration 51Q: 3 clusters Score -1.121162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -11211606.000000 Penalty: 3685.128662
	Iteration 52Q: 3 clusters Score -1.121161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -11211620.000000 Penalty: 3685.128662
	Iteration 53Q: 3 clusters Score -1.121162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -11211603.000000 Penalty: 3685.128662
	Iteration 54Q: 3 clusters Score -1.12116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -11211590.000000 Penalty: 3685.128662
	Iteration 55Q: 3 clusters Score -1.121159e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -11211585.000000 Penalty: 3685.128662
	Iteration 56Q: 3 clusters Score -1.121158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -11211597.000000 Penalty: 3685.128662
	Iteration 57Q: 3 clusters Score -1.12116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -11211587.000000 Penalty: 3685.128662
	Iteration 58Q: 3 clusters Score -1.121159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -11211596.000000 Penalty: 3685.128662
	Iteration 59Q: 3 clusters Score -1.12116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -11211596.000000 Penalty: 3685.128662
	Iteration 60F: 3 clusters Score -1.12116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -11211590.000000 Penalty: 3685.128662
	Iteration 61Q: 3 clusters Score -1.121159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -11211587.000000 Penalty: 3685.128662
	Iteration 62Q: 3 clusters Score -1.121159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -11211591.000000 Penalty: 3685.128662
	Iteration 63Q: 3 clusters Score -1.121159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -11211592.000000 Penalty: 3685.128662
	Iteration 64Q: 3 clusters Score -1.121159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -11211576.000000 Penalty: 3685.128662
	Iteration 65Q: 3 clusters Score -1.121158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -11211580.000000 Penalty: 3685.128662
	Iteration 66Q: 3 clusters Score -1.121158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -11211581.000000 Penalty: 3685.128662
	Iteration 67Q: 3 clusters Score -1.121158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -11211589.000000 Penalty: 3685.128662
	Iteration 68Q: 3 clusters Score -1.121159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -11211582.000000 Penalty: 3685.128662
	Iteration 69Q: 3 clusters Score -1.121158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -11211576.000000 Penalty: 3685.128662
	Iteration 70Q: 3 clusters Score -1.121158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -11211567.000000 Penalty: 3685.128662
	Iteration 71Q: 3 clusters Score -1.121157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -11211543.000000 Penalty: 3685.128662
	Iteration 72Q: 3 clusters Score -1.121154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11211531.000000 Penalty: 3685.128662
	Iteration 73Q: 3 clusters Score -1.121153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11211532.000000 Penalty: 3685.128662
	Iteration 74Q: 3 clusters Score -1.121153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11211540.000000 Penalty: 3685.128662
	Iteration 75Q: 3 clusters Score -1.121154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -11211546.000000 Penalty: 3685.128662
	Iteration 76Q: 3 clusters Score -1.121155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -11211544.000000 Penalty: 3685.128662
	Iteration 77Q: 3 clusters Score -1.121154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -11211535.000000 Penalty: 3685.128662
	Iteration 78Q: 3 clusters Score -1.121154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -11211534.000000 Penalty: 3685.128662
	Iteration 79Q: 3 clusters Score -1.121153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -11211548.000000 Penalty: 3685.128662
	Iteration 80F: 3 clusters Score -1.121155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211559.000000 Penalty: 3685.128662
	Iteration 81Q: 3 clusters Score -1.121156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211551.000000 Penalty: 3685.128662
	Iteration 82Q: 3 clusters Score -1.121155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -11211559.000000 Penalty: 3685.128662
	Iteration 83Q: 3 clusters Score -1.121156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -11211553.000000 Penalty: 3685.128662
	Iteration 84Q: 3 clusters Score -1.121155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -11211551.000000 Penalty: 3685.128662
	Iteration 85Q: 3 clusters Score -1.121155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -11211552.000000 Penalty: 3685.128662
	Iteration 86Q: 3 clusters Score -1.121155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211551.000000 Penalty: 3685.128662
	Iteration 87Q: 3 clusters Score -1.121155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11211555.000000 Penalty: 3685.128662
	Iteration 88Q: 3 clusters Score -1.121156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -11211554.000000 Penalty: 3685.128662
	Iteration 89Q: 3 clusters Score -1.121155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -11211549.000000 Penalty: 3685.128662
	Iteration 90Q: 3 clusters Score -1.121155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -11211553.000000 Penalty: 3685.128662
	Iteration 91Q: 3 clusters Score -1.121155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211549.000000 Penalty: 3685.128662
	Iteration 92Q: 3 clusters Score -1.121155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11211548.000000 Penalty: 3685.128662
	Iteration 93Q: 3 clusters Score -1.121155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211542.000000 Penalty: 3685.128662
	Iteration 94Q: 3 clusters Score -1.121154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -11211542.000000 Penalty: 3685.128662
	Iteration 95F: 3 clusters Score -1.121154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62497 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 21527 members 
Entering Unmasked Estep 
Score: -85962760.000000 Penalty: 100184.984375
Splitting cluster 31 changes total score from -85962360.000000 to -85962760.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15803.481445 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15803.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15939.883789 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15939.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16010.400391 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -16010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16037.928711 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -16037.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16061.136719 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16061.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16103.286133 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16103.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16107.344727 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16107.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16111.250977 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16111.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16116.779297 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -16116.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16116.779297 Penalty: 1805.969116
	Iteration 9F: 3 clusters Score -16116.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26543.283203 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26543.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26744.810547 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26744.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26810.949219 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26810.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26883.396484 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -26883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26909.496094 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -26909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26959.601562 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -26959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26962.132812 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -26962.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26962.132812 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -26962.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -205455.765625 Penalty: 1203.195435
	Iteration 0F: 2 clusters Score -205455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203618.515625 Penalty: 2406.390869
	Iteration 0F: 3 clusters Score -203618.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204119.218750 Penalty: 2406.390869
	Iteration 1F: 3 clusters Score -204119.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204283.906250 Penalty: 2406.390869
	Iteration 2F: 3 clusters Score -204283.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204371.265625 Penalty: 2406.390869
	Iteration 3F: 3 clusters Score -204371.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204423.203125 Penalty: 2406.390869
	Iteration 4Q: 3 clusters Score -204423.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -204469.812500 Penalty: 2406.390869
	Iteration 5Q: 3 clusters Score -204469.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204502.609375 Penalty: 2406.390869
	Iteration 6Q: 3 clusters Score -204502.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -204528.593750 Penalty: 2406.390869
	Iteration 7Q: 3 clusters Score -204528.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204550.343750 Penalty: 2406.390869
	Iteration 8Q: 3 clusters Score -204550.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -204567.312500 Penalty: 2406.390869
	Iteration 9Q: 3 clusters Score -204567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -204577.953125 Penalty: 2406.390869
	Iteration 10Q: 3 clusters Score -204578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204584.484375 Penalty: 2406.390869
	Iteration 11Q: 3 clusters Score -204584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -204589.078125 Penalty: 2406.390869
	Iteration 12Q: 3 clusters Score -204589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -204591.937500 Penalty: 2406.390869
	Iteration 13Q: 3 clusters Score -204591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -204599.640625 Penalty: 2406.390869
	Iteration 14Q: 3 clusters Score -204599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -204606.515625 Penalty: 2406.390869
	Iteration 15Q: 3 clusters Score -204606.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -204617.312500 Penalty: 2406.390869
	Iteration 16Q: 3 clusters Score -204617.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -204620.765625 Penalty: 2406.390869
	Iteration 17Q: 3 clusters Score -204620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -204622.718750 Penalty: 2406.390869
	Iteration 18Q: 3 clusters Score -204622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -204628.640625 Penalty: 2406.390869
	Iteration 19Q: 3 clusters Score -204628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -204629.531250 Penalty: 2406.390869
	Iteration 20F: 3 clusters Score -204629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -204629.906250 Penalty: 2406.390869
	Iteration 21Q: 3 clusters Score -204629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -204630.687500 Penalty: 2406.390869
	Iteration 22Q: 3 clusters Score -204630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -204632.109375 Penalty: 2406.390869
	Iteration 23Q: 3 clusters Score -204632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -204632.453125 Penalty: 2406.390869
	Iteration 24Q: 3 clusters Score -204632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -204632.453125 Penalty: 2406.390869
	Iteration 25F: 3 clusters Score -204632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67745.562500 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67745.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67900.851562 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67900.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67962.820312 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -67962.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68019.250000 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -68019.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68060.656250 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -68060.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -68098.960938 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -68098.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68134.812500 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -68134.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -68184.257812 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68184.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68228.023438 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68228.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68274.234375 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -68274.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -68301.304688 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -68301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68302.664062 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -68302.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68302.664062 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -68302.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6495.098145 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6495.098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6657.849121 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6657.849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6712.250488 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6712.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6723.299316 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6723.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6724.895020 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6724.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6724.895020 Penalty: 1657.456543
	Iteration 5F: 3 clusters Score -6724.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -24648.576172 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -24648.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23887.955078 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -23887.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23948.931641 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -23948.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23973.855469 Penalty: 1768.785767
	Iteration 2Q: 3 clusters Score -23973.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23979.810547 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -23979.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23988.910156 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -23988.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23993.144531 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -23993.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23995.169922 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -23995.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23998.078125 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -23998.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23999.587891 Penalty: 1768.785767
	Iteration 8Q: 3 clusters Score -23999.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23999.587891 Penalty: 1768.785767
	Iteration 9F: 3 clusters Score -23999.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83783.875000 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83783.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84132.781250 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -84132.78 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84345.304688 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84345.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84418.210938 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -84418.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84459.765625 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84459.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84524.148438 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84524.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84592.375000 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84592.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84637.148438 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84637.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84674.382812 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84674.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84685.007812 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84685.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84687.781250 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -84687.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84688.765625 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -84688.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84691.320312 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -84691.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84697.171875 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -84697.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84707.328125 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -84707.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84713.179688 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -84713.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84722.156250 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -84722.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84727.820312 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -84727.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84733.039062 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -84733.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84738.835938 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -84738.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84745.242188 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -84745.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84761.226562 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -84761.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84765.164062 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -84765.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84765.734375 Penalty: 2100.991211
	Iteration 23Q: 3 clusters Score -84765.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84766.031250 Penalty: 2100.991211
	Iteration 24Q: 3 clusters Score -84766.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84766.031250 Penalty: 2100.991211
	Iteration 25F: 3 clusters Score -84766.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Entering Unmasked Estep 
Score: -3457175.500000 Penalty: 1656.109741
	Iteration 0F: 2 clusters Score -3457176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3439313.750000 Penalty: 3312.219482
	Iteration 0F: 3 clusters Score -3439314 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3445981.250000 Penalty: 3312.219482
	Iteration 1F: 3 clusters Score -3445981 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3446408.000000 Penalty: 3312.219482
	Iteration 2Q: 3 clusters Score -3446408 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3446801.500000 Penalty: 3312.219482
	Iteration 3Q: 3 clusters Score -3446802 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3447209.500000 Penalty: 3312.219482
	Iteration 4Q: 3 clusters Score -3447210 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3447657.000000 Penalty: 3312.219482
	Iteration 5Q: 3 clusters Score -3447657 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3448185.000000 Penalty: 3312.219482
	Iteration 6Q: 3 clusters Score -3448185 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3448821.000000 Penalty: 3312.219482
	Iteration 7Q: 3 clusters Score -3448821 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3449540.000000 Penalty: 3312.219482
	Iteration 8Q: 3 clusters Score -3449540 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3450274.500000 Penalty: 3312.219482
	Iteration 9Q: 3 clusters Score -3450274 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3450957.000000 Penalty: 3312.219482
	Iteration 10Q: 3 clusters Score -3450957 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3451541.750000 Penalty: 3312.219482
	Iteration 11Q: 3 clusters Score -3451542 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3451983.250000 Penalty: 3312.219482
	Iteration 12Q: 3 clusters Score -3451983 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3452264.750000 Penalty: 3312.219482
	Iteration 13Q: 3 clusters Score -3452265 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3452455.000000 Penalty: 3312.219482
	Iteration 14Q: 3 clusters Score -3452455 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3452554.750000 Penalty: 3312.219482
	Iteration 15Q: 3 clusters Score -3452555 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3452629.750000 Penalty: 3312.219482
	Iteration 16Q: 3 clusters Score -3452630 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3452682.000000 Penalty: 3312.219482
	Iteration 17Q: 3 clusters Score -3452682 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3452730.000000 Penalty: 3312.219482
	Iteration 18Q: 3 clusters Score -3452730 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3452770.000000 Penalty: 3312.219482
	Iteration 19Q: 3 clusters Score -3452770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3452802.000000 Penalty: 3312.219482
	Iteration 20F: 3 clusters Score -3452802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3452845.000000 Penalty: 3312.219482
	Iteration 21Q: 3 clusters Score -3452845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3452869.500000 Penalty: 3312.219482
	Iteration 22Q: 3 clusters Score -3452870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3452897.000000 Penalty: 3312.219482
	Iteration 23Q: 3 clusters Score -3452897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3452922.250000 Penalty: 3312.219482
	Iteration 24Q: 3 clusters Score -3452922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3452944.000000 Penalty: 3312.219482
	Iteration 25Q: 3 clusters Score -3452944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3452981.500000 Penalty: 3312.219482
	Iteration 26Q: 3 clusters Score -3452982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3453008.750000 Penalty: 3312.219482
	Iteration 27Q: 3 clusters Score -3453009 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3453039.500000 Penalty: 3312.219482
	Iteration 28Q: 3 clusters Score -3453040 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3453089.000000 Penalty: 3312.219482
	Iteration 29Q: 3 clusters Score -3453089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3453115.250000 Penalty: 3312.219482
	Iteration 30Q: 3 clusters Score -3453115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3453149.500000 Penalty: 3312.219482
	Iteration 31Q: 3 clusters Score -3453150 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3453170.250000 Penalty: 3312.219482
	Iteration 32Q: 3 clusters Score -3453170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3453201.250000 Penalty: 3312.219482
	Iteration 33Q: 3 clusters Score -3453201 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3453219.500000 Penalty: 3312.219482
	Iteration 34Q: 3 clusters Score -3453220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3453236.750000 Penalty: 3312.219482
	Iteration 35Q: 3 clusters Score -3453237 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3453259.750000 Penalty: 3312.219482
	Iteration 36Q: 3 clusters Score -3453260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3453286.250000 Penalty: 3312.219482
	Iteration 37Q: 3 clusters Score -3453286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3453300.250000 Penalty: 3312.219482
	Iteration 38Q: 3 clusters Score -3453300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3453318.500000 Penalty: 3312.219482
	Iteration 39Q: 3 clusters Score -3453318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3453318.500000 Penalty: 3312.219482
	Iteration 40F: 3 clusters Score -3453318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3453329.500000 Penalty: 3312.219482
	Iteration 41Q: 3 clusters Score -3453330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3453346.500000 Penalty: 3312.219482
	Iteration 42Q: 3 clusters Score -3453346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3453360.750000 Penalty: 3312.219482
	Iteration 43Q: 3 clusters Score -3453361 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3453385.250000 Penalty: 3312.219482
	Iteration 44Q: 3 clusters Score -3453385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3453407.250000 Penalty: 3312.219482
	Iteration 45Q: 3 clusters Score -3453407 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3453432.500000 Penalty: 3312.219482
	Iteration 46Q: 3 clusters Score -3453432 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3453454.250000 Penalty: 3312.219482
	Iteration 47Q: 3 clusters Score -3453454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3453475.000000 Penalty: 3312.219482
	Iteration 48Q: 3 clusters Score -3453475 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3453501.500000 Penalty: 3312.219482
	Iteration 49Q: 3 clusters Score -3453502 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3453543.250000 Penalty: 3312.219482
	Iteration 50Q: 3 clusters Score -3453543 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3453585.000000 Penalty: 3312.219482
	Iteration 51Q: 3 clusters Score -3453585 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3453625.000000 Penalty: 3312.219482
	Iteration 52Q: 3 clusters Score -3453625 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3453664.500000 Penalty: 3312.219482
	Iteration 53Q: 3 clusters Score -3453664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3453712.750000 Penalty: 3312.219482
	Iteration 54Q: 3 clusters Score -3453713 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3453754.250000 Penalty: 3312.219482
	Iteration 55Q: 3 clusters Score -3453754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3453806.250000 Penalty: 3312.219482
	Iteration 56Q: 3 clusters Score -3453806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3453851.750000 Penalty: 3312.219482
	Iteration 57Q: 3 clusters Score -3453852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3453907.500000 Penalty: 3312.219482
	Iteration 58Q: 3 clusters Score -3453908 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3453949.000000 Penalty: 3312.219482
	Iteration 59Q: 3 clusters Score -3453949 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3453968.500000 Penalty: 3312.219482
	Iteration 60F: 3 clusters Score -3453968 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3454002.250000 Penalty: 3312.219482
	Iteration 61Q: 3 clusters Score -3454002 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3454052.000000 Penalty: 3312.219482
	Iteration 62Q: 3 clusters Score -3454052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3454091.750000 Penalty: 3312.219482
	Iteration 63Q: 3 clusters Score -3454092 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3454127.750000 Penalty: 3312.219482
	Iteration 64Q: 3 clusters Score -3454128 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3454180.500000 Penalty: 3312.219482
	Iteration 65Q: 3 clusters Score -3454180 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3454233.000000 Penalty: 3312.219482
	Iteration 66Q: 3 clusters Score -3454233 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3454287.000000 Penalty: 3312.219482
	Iteration 67Q: 3 clusters Score -3454287 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3454342.750000 Penalty: 3312.219482
	Iteration 68Q: 3 clusters Score -3454343 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3454383.250000 Penalty: 3312.219482
	Iteration 69Q: 3 clusters Score -3454383 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3454425.250000 Penalty: 3312.219482
	Iteration 70Q: 3 clusters Score -3454425 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3454487.500000 Penalty: 3312.219482
	Iteration 71Q: 3 clusters Score -3454488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3454543.000000 Penalty: 3312.219482
	Iteration 72Q: 3 clusters Score -3454543 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3454573.250000 Penalty: 3312.219482
	Iteration 73Q: 3 clusters Score -3454573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3454608.750000 Penalty: 3312.219482
	Iteration 74Q: 3 clusters Score -3454609 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3454640.250000 Penalty: 3312.219482
	Iteration 75Q: 3 clusters Score -3454640 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3454653.000000 Penalty: 3312.219482
	Iteration 76Q: 3 clusters Score -3454653 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3454692.500000 Penalty: 3312.219482
	Iteration 77Q: 3 clusters Score -3454692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3454722.000000 Penalty: 3312.219482
	Iteration 78Q: 3 clusters Score -3454722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3454756.750000 Penalty: 3312.219482
	Iteration 79Q: 3 clusters Score -3454757 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3454779.750000 Penalty: 3312.219482
	Iteration 80F: 3 clusters Score -3454780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3454802.750000 Penalty: 3312.219482
	Iteration 81Q: 3 clusters Score -3454803 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3454822.750000 Penalty: 3312.219482
	Iteration 82Q: 3 clusters Score -3454823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3454854.250000 Penalty: 3312.219482
	Iteration 83Q: 3 clusters Score -3454854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3454884.250000 Penalty: 3312.219482
	Iteration 84Q: 3 clusters Score -3454884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3454907.000000 Penalty: 3312.219482
	Iteration 85Q: 3 clusters Score -3454907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3454918.250000 Penalty: 3312.219482
	Iteration 86Q: 3 clusters Score -3454918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3454933.000000 Penalty: 3312.219482
	Iteration 87Q: 3 clusters Score -3454933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3454962.750000 Penalty: 3312.219482
	Iteration 88Q: 3 clusters Score -3454963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3454981.500000 Penalty: 3312.219482
	Iteration 89Q: 3 clusters Score -3454982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3454989.750000 Penalty: 3312.219482
	Iteration 90Q: 3 clusters Score -3454990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3455011.250000 Penalty: 3312.219482
	Iteration 91Q: 3 clusters Score -3455011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3455028.250000 Penalty: 3312.219482
	Iteration 92Q: 3 clusters Score -3455028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3455054.750000 Penalty: 3312.219482
	Iteration 93Q: 3 clusters Score -3455055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3455070.250000 Penalty: 3312.219482
	Iteration 94Q: 3 clusters Score -3455070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3455078.000000 Penalty: 3312.219482
	Iteration 95Q: 3 clusters Score -3455078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3455100.250000 Penalty: 3312.219482
	Iteration 96Q: 3 clusters Score -3455100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3455129.250000 Penalty: 3312.219482
	Iteration 97Q: 3 clusters Score -3455129 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3455140.500000 Penalty: 3312.219482
	Iteration 98Q: 3 clusters Score -3455140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3455154.750000 Penalty: 3312.219482
	Iteration 99Q: 3 clusters Score -3455155 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3455176.000000 Penalty: 3312.219482
	Iteration 100F: 3 clusters Score -3455176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3455201.500000 Penalty: 3312.219482
	Iteration 101Q: 3 clusters Score -3455202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3455234.500000 Penalty: 3312.219482
	Iteration 102Q: 3 clusters Score -3455234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3455246.250000 Penalty: 3312.219482
	Iteration 103Q: 3 clusters Score -3455246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3455269.000000 Penalty: 3312.219482
	Iteration 104Q: 3 clusters Score -3455269 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3455311.750000 Penalty: 3312.219482
	Iteration 105Q: 3 clusters Score -3455312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3455339.000000 Penalty: 3312.219482
	Iteration 106Q: 3 clusters Score -3455339 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3455362.500000 Penalty: 3312.219482
	Iteration 107Q: 3 clusters Score -3455362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3455395.750000 Penalty: 3312.219482
	Iteration 108Q: 3 clusters Score -3455396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3455425.500000 Penalty: 3312.219482
	Iteration 109Q: 3 clusters Score -3455426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3455452.500000 Penalty: 3312.219482
	Iteration 110Q: 3 clusters Score -3455452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3455478.500000 Penalty: 3312.219482
	Iteration 111Q: 3 clusters Score -3455478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3455499.250000 Penalty: 3312.219482
	Iteration 112Q: 3 clusters Score -3455499 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3455534.250000 Penalty: 3312.219482
	Iteration 113Q: 3 clusters Score -3455534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3455561.250000 Penalty: 3312.219482
	Iteration 114Q: 3 clusters Score -3455561 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3455594.000000 Penalty: 3312.219482
	Iteration 115Q: 3 clusters Score -3455594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3455621.500000 Penalty: 3312.219482
	Iteration 116Q: 3 clusters Score -3455622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3455647.750000 Penalty: 3312.219482
	Iteration 117Q: 3 clusters Score -3455648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3455657.500000 Penalty: 3312.219482
	Iteration 118Q: 3 clusters Score -3455658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3455679.000000 Penalty: 3312.219482
	Iteration 119Q: 3 clusters Score -3455679 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3455697.250000 Penalty: 3312.219482
	Iteration 120F: 3 clusters Score -3455697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3455716.750000 Penalty: 3312.219482
	Iteration 121Q: 3 clusters Score -3455717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3455716.500000 Penalty: 3312.219482
	Iteration 122Q: 3 clusters Score -3455716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3455735.750000 Penalty: 3312.219482
	Iteration 123Q: 3 clusters Score -3455736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3455757.750000 Penalty: 3312.219482
	Iteration 124Q: 3 clusters Score -3455758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3455782.000000 Penalty: 3312.219482
	Iteration 125Q: 3 clusters Score -3455782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3455786.000000 Penalty: 3312.219482
	Iteration 126Q: 3 clusters Score -3455786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3455796.750000 Penalty: 3312.219482
	Iteration 127Q: 3 clusters Score -3455797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3455810.750000 Penalty: 3312.219482
	Iteration 128Q: 3 clusters Score -3455811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3455816.000000 Penalty: 3312.219482
	Iteration 129Q: 3 clusters Score -3455816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3455835.500000 Penalty: 3312.219482
	Iteration 130Q: 3 clusters Score -3455836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3455859.250000 Penalty: 3312.219482
	Iteration 131Q: 3 clusters Score -3455859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3455868.750000 Penalty: 3312.219482
	Iteration 132Q: 3 clusters Score -3455869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3455874.000000 Penalty: 3312.219482
	Iteration 133Q: 3 clusters Score -3455874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3455889.500000 Penalty: 3312.219482
	Iteration 134Q: 3 clusters Score -3455890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3455912.250000 Penalty: 3312.219482
	Iteration 135Q: 3 clusters Score -3455912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3455918.250000 Penalty: 3312.219482
	Iteration 136Q: 3 clusters Score -3455918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3455926.500000 Penalty: 3312.219482
	Iteration 137Q: 3 clusters Score -3455926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3455934.000000 Penalty: 3312.219482
	Iteration 138Q: 3 clusters Score -3455934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3455935.250000 Penalty: 3312.219482
	Iteration 139Q: 3 clusters Score -3455935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3455938.500000 Penalty: 3312.219482
	Iteration 140F: 3 clusters Score -3455938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3455959.750000 Penalty: 3312.219482
	Iteration 141Q: 3 clusters Score -3455960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3455970.250000 Penalty: 3312.219482
	Iteration 142Q: 3 clusters Score -3455970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3455969.750000 Penalty: 3312.219482
	Iteration 143Q: 3 clusters Score -3455970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3455980.250000 Penalty: 3312.219482
	Iteration 144Q: 3 clusters Score -3455980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3455992.500000 Penalty: 3312.219482
	Iteration 145Q: 3 clusters Score -3455992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3456006.000000 Penalty: 3312.219482
	Iteration 146Q: 3 clusters Score -3456006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3456003.500000 Penalty: 3312.219482
	Iteration 147Q: 3 clusters Score -3456004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3456009.500000 Penalty: 3312.219482
	Iteration 148Q: 3 clusters Score -3456010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3456013.500000 Penalty: 3312.219482
	Iteration 149Q: 3 clusters Score -3456014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3456012.750000 Penalty: 3312.219482
	Iteration 150Q: 3 clusters Score -3456013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3456011.250000 Penalty: 3312.219482
	Iteration 151Q: 3 clusters Score -3456011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3456018.500000 Penalty: 3312.219482
	Iteration 152Q: 3 clusters Score -3456018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3456016.250000 Penalty: 3312.219482
	Iteration 153Q: 3 clusters Score -3456016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3456017.750000 Penalty: 3312.219482
	Iteration 154Q: 3 clusters Score -3456018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3456016.500000 Penalty: 3312.219482
	Iteration 155Q: 3 clusters Score -3456016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3456015.500000 Penalty: 3312.219482
	Iteration 156Q: 3 clusters Score -3456016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3456013.250000 Penalty: 3312.219482
	Iteration 157Q: 3 clusters Score -3456013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3456019.500000 Penalty: 3312.219482
	Iteration 158Q: 3 clusters Score -3456020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3456015.750000 Penalty: 3312.219482
	Iteration 159Q: 3 clusters Score -3456016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3456017.750000 Penalty: 3312.219482
	Iteration 160F: 3 clusters Score -3456018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3456019.000000 Penalty: 3312.219482
	Iteration 161Q: 3 clusters Score -3456019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3456019.500000 Penalty: 3312.219482
	Iteration 162Q: 3 clusters Score -3456020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3456017.750000 Penalty: 3312.219482
	Iteration 163Q: 3 clusters Score -3456018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3456023.000000 Penalty: 3312.219482
	Iteration 164Q: 3 clusters Score -3456023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3456026.750000 Penalty: 3312.219482
	Iteration 165Q: 3 clusters Score -3456027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3456018.250000 Penalty: 3312.219482
	Iteration 166Q: 3 clusters Score -3456018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3456020.500000 Penalty: 3312.219482
	Iteration 167Q: 3 clusters Score -3456020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3456017.000000 Penalty: 3312.219482
	Iteration 168Q: 3 clusters Score -3456017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3456014.500000 Penalty: 3312.219482
	Iteration 169Q: 3 clusters Score -3456014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3456014.500000 Penalty: 3312.219482
	Iteration 170F: 3 clusters Score -3456014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -41102.460938 Penalty: 990.205078
	Iteration 0F: 2 clusters Score -41102.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40109.000000 Penalty: 1980.410156
	Iteration 0F: 3 clusters Score -40109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40373.441406 Penalty: 1980.410156
	Iteration 1F: 3 clusters Score -40373.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40598.007812 Penalty: 1980.410156
	Iteration 2F: 3 clusters Score -40598.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40731.371094 Penalty: 1980.410156
	Iteration 3F: 3 clusters Score -40731.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40813.777344 Penalty: 1980.410156
	Iteration 4Q: 3 clusters Score -40813.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40901.500000 Penalty: 1980.410156
	Iteration 5Q: 3 clusters Score -40901.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40939.875000 Penalty: 1980.410156
	Iteration 6Q: 3 clusters Score -40939.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40944.257812 Penalty: 1980.410156
	Iteration 7Q: 3 clusters Score -40944.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40956.531250 Penalty: 1980.410156
	Iteration 8Q: 3 clusters Score -40956.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40957.554688 Penalty: 1980.410156
	Iteration 9Q: 3 clusters Score -40957.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40958.468750 Penalty: 1980.410156
	Iteration 10Q: 3 clusters Score -40958.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40960.054688 Penalty: 1980.410156
	Iteration 11Q: 3 clusters Score -40960.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40960.054688 Penalty: 1980.410156
	Iteration 12F: 3 clusters Score -40960.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1131849.000000 Penalty: 1484.116943
	Iteration 0F: 2 clusters Score -1131849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1125200.500000 Penalty: 2968.233887
	Iteration 0F: 3 clusters Score -1125200 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1127382.750000 Penalty: 2968.233887
	Iteration 1F: 3 clusters Score -1127383 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1127721.375000 Penalty: 2968.233887
	Iteration 2F: 3 clusters Score -1127721 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1127984.875000 Penalty: 2968.233887
	Iteration 3F: 3 clusters Score -1127985 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1128198.500000 Penalty: 2968.233887
	Iteration 4Q: 3 clusters Score -1128198 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1128391.125000 Penalty: 2968.233887
	Iteration 5Q: 3 clusters Score -1128391 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1128567.000000 Penalty: 2968.233887
	Iteration 6Q: 3 clusters Score -1128567 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1128735.125000 Penalty: 2968.233887
	Iteration 7Q: 3 clusters Score -1128735 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1128897.375000 Penalty: 2968.233887
	Iteration 8Q: 3 clusters Score -1128897 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1129059.500000 Penalty: 2968.233887
	Iteration 9Q: 3 clusters Score -1129060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1129207.625000 Penalty: 2968.233887
	Iteration 10Q: 3 clusters Score -1129208 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1129366.625000 Penalty: 2968.233887
	Iteration 11Q: 3 clusters Score -1129367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1129515.000000 Penalty: 2968.233887
	Iteration 12Q: 3 clusters Score -1129515 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1129658.625000 Penalty: 2968.233887
	Iteration 13Q: 3 clusters Score -1129659 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1129807.250000 Penalty: 2968.233887
	Iteration 14Q: 3 clusters Score -1129807 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1129943.125000 Penalty: 2968.233887
	Iteration 15Q: 3 clusters Score -1129943 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1130078.750000 Penalty: 2968.233887
	Iteration 16Q: 3 clusters Score -1130079 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1130199.875000 Penalty: 2968.233887
	Iteration 17Q: 3 clusters Score -1130200 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1130303.250000 Penalty: 2968.233887
	Iteration 18Q: 3 clusters Score -1130303 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1130393.625000 Penalty: 2968.233887
	Iteration 19Q: 3 clusters Score -1130394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1130482.000000 Penalty: 2968.233887
	Iteration 20F: 3 clusters Score -1130482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1130565.250000 Penalty: 2968.233887
	Iteration 21Q: 3 clusters Score -1130565 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1130633.000000 Penalty: 2968.233887
	Iteration 22Q: 3 clusters Score -1130633 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1130705.000000 Penalty: 2968.233887
	Iteration 23Q: 3 clusters Score -1130705 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1130761.375000 Penalty: 2968.233887
	Iteration 24Q: 3 clusters Score -1130761 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1130801.250000 Penalty: 2968.233887
	Iteration 25Q: 3 clusters Score -1130801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1130827.125000 Penalty: 2968.233887
	Iteration 26Q: 3 clusters Score -1130827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1130850.000000 Penalty: 2968.233887
	Iteration 27Q: 3 clusters Score -1130850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1130863.500000 Penalty: 2968.233887
	Iteration 28Q: 3 clusters Score -1130864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1130877.375000 Penalty: 2968.233887
	Iteration 29Q: 3 clusters Score -1130877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1130891.750000 Penalty: 2968.233887
	Iteration 30Q: 3 clusters Score -1130892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1130900.875000 Penalty: 2968.233887
	Iteration 31Q: 3 clusters Score -1130901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1130908.375000 Penalty: 2968.233887
	Iteration 32Q: 3 clusters Score -1130908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1130911.000000 Penalty: 2968.233887
	Iteration 33Q: 3 clusters Score -1130911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1130914.000000 Penalty: 2968.233887
	Iteration 34Q: 3 clusters Score -1130914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1130916.750000 Penalty: 2968.233887
	Iteration 35Q: 3 clusters Score -1130917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1130923.375000 Penalty: 2968.233887
	Iteration 36Q: 3 clusters Score -1130923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1130929.625000 Penalty: 2968.233887
	Iteration 37Q: 3 clusters Score -1130930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1130929.625000 Penalty: 2968.233887
	Iteration 38Q: 3 clusters Score -1130930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1130934.000000 Penalty: 2968.233887
	Iteration 39Q: 3 clusters Score -1130934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1130936.750000 Penalty: 2968.233887
	Iteration 40F: 3 clusters Score -1130937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1130938.625000 Penalty: 2968.233887
	Iteration 41Q: 3 clusters Score -1130939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1130944.000000 Penalty: 2968.233887
	Iteration 42Q: 3 clusters Score -1130944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1130943.375000 Penalty: 2968.233887
	Iteration 43Q: 3 clusters Score -1130943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1130945.750000 Penalty: 2968.233887
	Iteration 44Q: 3 clusters Score -1130946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1130947.750000 Penalty: 2968.233887
	Iteration 45Q: 3 clusters Score -1130948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1130948.250000 Penalty: 2968.233887
	Iteration 46Q: 3 clusters Score -1130948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1130951.500000 Penalty: 2968.233887
	Iteration 47Q: 3 clusters Score -1130952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1130950.750000 Penalty: 2968.233887
	Iteration 48Q: 3 clusters Score -1130951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1130950.375000 Penalty: 2968.233887
	Iteration 49Q: 3 clusters Score -1130950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1130951.250000 Penalty: 2968.233887
	Iteration 50Q: 3 clusters Score -1130951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1130950.375000 Penalty: 2968.233887
	Iteration 51Q: 3 clusters Score -1130950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1130950.875000 Penalty: 2968.233887
	Iteration 52Q: 3 clusters Score -1130951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1130951.875000 Penalty: 2968.233887
	Iteration 53Q: 3 clusters Score -1130952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1130951.875000 Penalty: 2968.233887
	Iteration 54F: 3 clusters Score -1130952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -39406.421875 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -39406.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38523.332031 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -38523.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38642.105469 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -38642.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38663.519531 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -38663.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38670.984375 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -38670.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38671.355469 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -38671.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38671.355469 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -38671.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (55423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Entering Unmasked Estep 
Score: -7394348.500000 Penalty: 1774.946777
	Iteration 0F: 2 clusters Score -7394348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7359281.000000 Penalty: 3549.893555
	Iteration 0F: 3 clusters Score -7359281 nChanged 25994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7374223.000000 Penalty: 3549.893555
	Iteration 1F: 3 clusters Score -7374223 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -7375103.500000 Penalty: 3549.893555
	Iteration 2Q: 3 clusters Score -7375104 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -7376288.000000 Penalty: 3549.893555
	Iteration 3Q: 3 clusters Score -7376288 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -7377950.000000 Penalty: 3549.893555
	Iteration 4F: 3 clusters Score -7377950 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -7380495.000000 Penalty: 3549.893555
	Iteration 5F: 3 clusters Score -7380495 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -7383800.000000 Penalty: 3549.893555
	Iteration 6F: 3 clusters Score -7383800 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -7386970.000000 Penalty: 3549.893555
	Iteration 7F: 3 clusters Score -7386970 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7389086.500000 Penalty: 3549.893555
	Iteration 8Q: 3 clusters Score -7389086 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -7390149.000000 Penalty: 3549.893555
	Iteration 9Q: 3 clusters Score -7390149 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7390720.000000 Penalty: 3549.893555
	Iteration 10Q: 3 clusters Score -7390720 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -7391130.000000 Penalty: 3549.893555
	Iteration 11Q: 3 clusters Score -7391130 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -7391387.000000 Penalty: 3549.893555
	Iteration 12Q: 3 clusters Score -7391387 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -7391688.000000 Penalty: 3549.893555
	Iteration 13Q: 3 clusters Score -7391688 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -7391958.500000 Penalty: 3549.893555
	Iteration 14Q: 3 clusters Score -7391958 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7392213.500000 Penalty: 3549.893555
	Iteration 15Q: 3 clusters Score -7392214 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7392462.000000 Penalty: 3549.893555
	Iteration 16Q: 3 clusters Score -7392462 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7392623.500000 Penalty: 3549.893555
	Iteration 17Q: 3 clusters Score -7392624 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7392782.000000 Penalty: 3549.893555
	Iteration 18Q: 3 clusters Score -7392782 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7392886.500000 Penalty: 3549.893555
	Iteration 19Q: 3 clusters Score -7392886 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7392931.000000 Penalty: 3549.893555
	Iteration 20F: 3 clusters Score -7392931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7392968.000000 Penalty: 3549.893555
	Iteration 21Q: 3 clusters Score -7392968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7392984.000000 Penalty: 3549.893555
	Iteration 22Q: 3 clusters Score -7392984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7392979.500000 Penalty: 3549.893555
	Iteration 23Q: 3 clusters Score -7392980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7392980.000000 Penalty: 3549.893555
	Iteration 24Q: 3 clusters Score -7392980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7392972.500000 Penalty: 3549.893555
	Iteration 25Q: 3 clusters Score -7392972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7392973.000000 Penalty: 3549.893555
	Iteration 26Q: 3 clusters Score -7392973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7392962.000000 Penalty: 3549.893555
	Iteration 27Q: 3 clusters Score -7392962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7392977.000000 Penalty: 3549.893555
	Iteration 28Q: 3 clusters Score -7392977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7392981.000000 Penalty: 3549.893555
	Iteration 29Q: 3 clusters Score -7392981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7392978.500000 Penalty: 3549.893555
	Iteration 30Q: 3 clusters Score -7392978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7392989.000000 Penalty: 3549.893555
	Iteration 31Q: 3 clusters Score -7392989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7392989.500000 Penalty: 3549.893555
	Iteration 32Q: 3 clusters Score -7392990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7392987.500000 Penalty: 3549.893555
	Iteration 33Q: 3 clusters Score -7392988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7392990.000000 Penalty: 3549.893555
	Iteration 34Q: 3 clusters Score -7392990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7392988.500000 Penalty: 3549.893555
	Iteration 35Q: 3 clusters Score -7392988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7392987.000000 Penalty: 3549.893555
	Iteration 36Q: 3 clusters Score -7392987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7392985.000000 Penalty: 3549.893555
	Iteration 37Q: 3 clusters Score -7392985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7392988.500000 Penalty: 3549.893555
	Iteration 38Q: 3 clusters Score -7392988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7392984.500000 Penalty: 3549.893555
	Iteration 39Q: 3 clusters Score -7392984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7392987.000000 Penalty: 3549.893555
	Iteration 40F: 3 clusters Score -7392987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7392987.000000 Penalty: 3549.893555
	Iteration 41Q: 3 clusters Score -7392987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7392994.500000 Penalty: 3549.893555
	Iteration 42Q: 3 clusters Score -7392994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7392994.500000 Penalty: 3549.893555
	Iteration 43F: 3 clusters Score -7392994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -36583.843750 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -36583.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35647.117188 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -35647.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35842.425781 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -35842.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35899.750000 Penalty: 1936.488037
	Iteration 2Q: 3 clusters Score -35899.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35954.179688 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -35954.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36011.242188 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -36011.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36047.039062 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -36047.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36064.175781 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -36064.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36082.199219 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -36082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36125.562500 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -36125.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36135.257812 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -36135.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36143.425781 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -36143.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36152.070312 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -36152.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36157.621094 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -36157.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36158.835938 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -36158.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36159.832031 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -36159.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36161.238281 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -36161.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36165.164062 Penalty: 1936.488037
	Iteration 16F: 3 clusters Score -36165.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36206.117188 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -36206.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36212.054688 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -36212.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36213.644531 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -36213.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36213.644531 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -36213.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14427.008789 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14427.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14630.032227 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14630.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14744.543945 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14744.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14786.465820 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14786.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14843.800781 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14848.826172 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14848.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14848.826172 Penalty: 1808.469116
	Iteration 6F: 3 clusters Score -14848.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 49042 members 
Mstep: Class 3 contains 33439 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64337 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62497 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26674 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 55423 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964608.000000 Penalty: 100184.984375
Iteration 199Q: 47 clusters Score -8.596461e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 49551 members 
Mstep: Class 3 contains 33442 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49641 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 58066 members 
Mstep: Class 9 contains 5914 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 32614 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64404 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9422 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62004 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26683 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 9147 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 54884 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 21142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967592.000000 Penalty: 100184.984375
Iteration 200F: 47 clusters Score -8.596759e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 49934 members 
Mstep: Class 3 contains 33414 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49758 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 58598 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57233 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 31403 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8816 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63835 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 9439 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 61698 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26572 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8994 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 54120 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 23822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969064.000000 Penalty: 100184.984375
Iteration 201Q: 47 clusters Score -8.596906e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 50144 members 
Mstep: Class 3 contains 33396 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 49937 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 59106 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57363 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 30125 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63306 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 9462 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 61721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26502 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8845 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 53352 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 25613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970416.000000 Penalty: 100184.984375
Iteration 202Q: 47 clusters Score -8.597042e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 50234 members 
Mstep: Class 3 contains 33373 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50108 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 59561 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57602 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16707 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 28867 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8801 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62763 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 646 members 
Mstep: Class 28 contains 9467 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 61851 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26455 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8717 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 52660 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 27307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971832.000000 Penalty: 100184.984375
Iteration 203Q: 47 clusters Score -8.597183e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 50181 members 
Mstep: Class 3 contains 33351 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50222 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 60064 members 
Mstep: Class 9 contains 5909 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57997 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16625 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 27521 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62349 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 9492 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62011 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26428 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8596 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 51995 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 28847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972880.000000 Penalty: 100184.984375
Iteration 204Q: 47 clusters Score -8.597288e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 50061 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50311 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 60545 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 58386 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16556 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 26263 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8783 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61961 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 9503 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62213 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26394 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8452 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 51376 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 30347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973568.000000 Penalty: 100184.984375
Iteration 205Q: 47 clusters Score -8.597357e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 49869 members 
Mstep: Class 3 contains 33313 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 50319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 61015 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 58670 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16506 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 25003 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61604 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62499 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26365 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8317 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50845 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 31894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974928.000000 Penalty: 100184.984375
Iteration 206Q: 47 clusters Score -8.597493e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 49611 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 61461 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 58693 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16464 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61242 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 9496 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62925 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26336 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8184 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50420 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 33571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975656.000000 Penalty: 100184.984375
Iteration 207Q: 47 clusters Score -8.597566e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 49312 members 
Mstep: Class 3 contains 33307 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 50121 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 61888 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 58539 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16434 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 22570 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60919 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 9485 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 63350 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26280 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 8067 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 50095 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 35381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976160.000000 Penalty: 100184.984375
Iteration 208Q: 47 clusters Score -8.597616e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 48969 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 62257 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 58199 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16439 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 21485 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60616 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 63787 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26235 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7956 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49827 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 37261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977160.000000 Penalty: 100184.984375
Iteration 209Q: 47 clusters Score -8.597716e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 48566 members 
Mstep: Class 3 contains 33272 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49813 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 62600 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57842 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16438 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 20475 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60306 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 9456 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 64187 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26199 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7851 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49556 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 39210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978192.000000 Penalty: 100184.984375
Iteration 210Q: 47 clusters Score -8.597819e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 48152 members 
Mstep: Class 3 contains 33252 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49691 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 62895 members 
Mstep: Class 9 contains 5871 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 57399 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16453 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 19538 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59973 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 9436 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 64516 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26160 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7737 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49338 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 41266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979112.000000 Penalty: 100184.984375
Iteration 211Q: 47 clusters Score -8.597911e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 47709 members 
Mstep: Class 3 contains 33244 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49475 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 63219 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 56647 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16469 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 18701 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59666 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65024 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26119 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7625 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49133 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 43405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979792.000000 Penalty: 100184.984375
Iteration 212Q: 47 clusters Score -8.597979e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 47243 members 
Mstep: Class 3 contains 33230 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49254 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 63539 members 
Mstep: Class 9 contains 5871 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 55753 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16492 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 17999 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8769 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59381 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9387 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65593 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26073 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7492 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48955 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 45489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979992.000000 Penalty: 100184.984375
Iteration 213Q: 47 clusters Score -8.597999e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 46770 members 
Mstep: Class 3 contains 33221 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48958 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 63837 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54811 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16536 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 17322 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8769 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59174 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 66312 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7374 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48777 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 47390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980064.000000 Penalty: 100184.984375
Iteration 214Q: 47 clusters Score -8.598006e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 46264 members 
Mstep: Class 3 contains 33224 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48632 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 64152 members 
Mstep: Class 9 contains 5873 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54106 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16566 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 16733 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59019 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 67111 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 26011 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48652 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 48806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980448.000000 Penalty: 100184.984375
Iteration 215Q: 47 clusters Score -8.598045e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 45739 members 
Mstep: Class 3 contains 33217 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48303 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 64475 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 53957 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 16213 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58930 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9371 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 67878 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25984 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 7200 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48546 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 49548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980464.000000 Penalty: 100184.984375
Iteration 216Q: 47 clusters Score -8.598046e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 45312 members 
Mstep: Class 3 contains 33241 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47951 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 64737 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54156 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 15775 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8768 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58882 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9363 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68590 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1644 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25946 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 7141 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48475 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 49774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979976.000000 Penalty: 100184.984375
Iteration 217Q: 47 clusters Score -8.597998e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 44969 members 
Mstep: Class 3 contains 33255 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47602 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 65000 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54458 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 15390 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58832 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69102 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25915 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 7092 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48488 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 49880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980296.000000 Penalty: 100184.984375
Iteration 218Q: 47 clusters Score -8.59803e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 44714 members 
Mstep: Class 3 contains 33257 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47260 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 65246 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 54755 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8780 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58827 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9362 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69513 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25889 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 7047 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48545 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 49885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980056.000000 Penalty: 100184.984375
Iteration 219Q: 47 clusters Score -8.598006e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 44586 members 
Mstep: Class 3 contains 33259 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46958 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 65504 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 55020 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8791 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58841 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9375 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69803 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1644 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25841 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 7000 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48553 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 49863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981680.000000 Penalty: 100184.984375
Iteration 220F: 47 clusters Score -8.598168e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 44511 members 
Mstep: Class 3 contains 33245 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46706 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 65747 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 52202 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16674 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 14251 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8809 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58555 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9372 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69986 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25768 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6959 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48618 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 53427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981584.000000 Penalty: 100184.984375
Iteration 221Q: 47 clusters Score -8.598158e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 44466 members 
Mstep: Class 3 contains 33256 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46489 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 66007 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 49229 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16646 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 13813 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8820 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58339 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9369 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70225 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25681 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48774 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981848.000000 Penalty: 100184.984375
Iteration 222Q: 47 clusters Score -8.598185e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 44481 members 
Mstep: Class 3 contains 33250 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46284 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 66252 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 46256 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16613 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 13442 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58224 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9364 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70316 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25629 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6876 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 48991 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981808.000000 Penalty: 100184.984375
Iteration 223Q: 47 clusters Score -8.598181e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 44536 members 
Mstep: Class 3 contains 33265 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46100 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 66538 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43924 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16576 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 13132 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8846 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58065 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70083 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25600 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6833 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49148 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982488.000000 Penalty: 100184.984375
Iteration 224Q: 47 clusters Score -8.598249e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 44604 members 
Mstep: Class 3 contains 33268 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45981 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 66871 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42400 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16546 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 12844 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57828 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69334 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25601 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6799 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49282 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 65279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983040.000000 Penalty: 100184.984375
Iteration 225Q: 47 clusters Score -8.598304e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 44688 members 
Mstep: Class 3 contains 33283 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45909 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 67185 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 41421 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16505 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57585 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9310 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68192 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1651 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25597 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 6770 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49378 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983224.000000 Penalty: 100184.984375
Iteration 226Q: 47 clusters Score -8.598322e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 44795 members 
Mstep: Class 3 contains 33299 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45854 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 67556 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40798 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16455 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 12370 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57352 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9284 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 66813 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1651 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25577 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49484 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 69571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983264.000000 Penalty: 100184.984375
Iteration 227Q: 47 clusters Score -8.598326e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 44932 members 
Mstep: Class 3 contains 33326 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45829 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 67922 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16421 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57063 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65329 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25556 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6727 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49527 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 71374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983360.000000 Penalty: 100184.984375
Iteration 228Q: 47 clusters Score -8.598336e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 45097 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45900 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 68297 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40431 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16395 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 12046 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8869 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56734 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25532 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6712 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49551 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983176.000000 Penalty: 100184.984375
Iteration 229Q: 47 clusters Score -8.598318e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 45269 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 45979 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40546 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16372 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56405 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62200 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1651 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25528 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6709 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49511 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 74326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982792.000000 Penalty: 100184.984375
Iteration 230Q: 47 clusters Score -8.598279e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 45518 members 
Mstep: Class 3 contains 33309 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46115 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 69062 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40847 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16352 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56061 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9191 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 60655 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1652 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25518 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6712 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49492 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982832.000000 Penalty: 100184.984375
Iteration 231Q: 47 clusters Score -8.598283e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 45824 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46288 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 69466 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 41209 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16345 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55648 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 59347 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1653 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25503 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6719 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49460 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982744.000000 Penalty: 100184.984375
Iteration 232Q: 47 clusters Score -8.598274e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 46094 members 
Mstep: Class 3 contains 33306 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46496 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 69907 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 41590 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16352 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11458 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55173 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 58129 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1653 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25503 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6722 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49462 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983056.000000 Penalty: 100184.984375
Iteration 233Q: 47 clusters Score -8.598306e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 46391 members 
Mstep: Class 3 contains 33316 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 70388 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42006 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16334 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54719 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 57165 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1651 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25501 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6729 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49399 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983008.000000 Penalty: 100184.984375
Iteration 234Q: 47 clusters Score -8.598301e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 46650 members 
Mstep: Class 3 contains 33302 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 46992 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 70899 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42378 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16328 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54289 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9106 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 56367 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25497 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6738 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49337 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983656.000000 Penalty: 100184.984375
Iteration 235Q: 47 clusters Score -8.598366e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 46790 members 
Mstep: Class 3 contains 33293 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47229 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 71434 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42731 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16326 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53882 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9088 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 55780 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25488 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6741 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49266 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983544.000000 Penalty: 100184.984375
Iteration 236Q: 47 clusters Score -8.598354e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 46899 members 
Mstep: Class 3 contains 33315 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47454 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 72035 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43028 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16317 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53489 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9076 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 55189 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25477 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49239 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984216.000000 Penalty: 100184.984375
Iteration 237Q: 47 clusters Score -8.598422e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 46953 members 
Mstep: Class 3 contains 33322 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47620 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 72690 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43304 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16330 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10952 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8869 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53127 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54755 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25461 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49208 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984648.000000 Penalty: 100184.984375
Iteration 238Q: 47 clusters Score -8.598465e+07 nChanged 4277
Entering ConstructFrom: 
Score: -85984648.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (64953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Entering Unmasked Estep 
Score: -8577158.000000 Penalty: 1800.730591
	Iteration 0F: 2 clusters Score -8577158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8536046.000000 Penalty: 3601.461182
	Iteration 0F: 3 clusters Score -8536046 nChanged 30730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -8553496.000000 Penalty: 3601.461182
	Iteration 1F: 3 clusters Score -8553496 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -8554259.000000 Penalty: 3601.461182
	Iteration 2Q: 3 clusters Score -8554259 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -8555403.000000 Penalty: 3601.461182
	Iteration 3Q: 3 clusters Score -8555403 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -8557421.000000 Penalty: 3601.461182
	Iteration 4F: 3 clusters Score -8557421 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8560846.000000 Penalty: 3601.461182
	Iteration 5F: 3 clusters Score -8560846 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -8566049.000000 Penalty: 3601.461182
	Iteration 6F: 3 clusters Score -8566049 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8571321.000000 Penalty: 3601.461182
	Iteration 7F: 3 clusters Score -8571321 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8574414.000000 Penalty: 3601.461182
	Iteration 8F: 3 clusters Score -8574414 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8575625.000000 Penalty: 3601.461182
	Iteration 9Q: 3 clusters Score -8575625 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8576190.000000 Penalty: 3601.461182
	Iteration 10Q: 3 clusters Score -8576190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8576552.000000 Penalty: 3601.461182
	Iteration 11Q: 3 clusters Score -8576552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8576736.000000 Penalty: 3601.461182
	Iteration 12Q: 3 clusters Score -8576736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8576815.000000 Penalty: 3601.461182
	Iteration 13Q: 3 clusters Score -8576815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8576859.000000 Penalty: 3601.461182
	Iteration 14Q: 3 clusters Score -8576859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8576898.000000 Penalty: 3601.461182
	Iteration 15Q: 3 clusters Score -8576898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8576917.000000 Penalty: 3601.461182
	Iteration 16Q: 3 clusters Score -8576917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8576929.000000 Penalty: 3601.461182
	Iteration 17Q: 3 clusters Score -8576929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8576937.000000 Penalty: 3601.461182
	Iteration 18Q: 3 clusters Score -8576937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8576940.000000 Penalty: 3601.461182
	Iteration 19Q: 3 clusters Score -8576940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8576948.000000 Penalty: 3601.461182
	Iteration 20F: 3 clusters Score -8576948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8576959.000000 Penalty: 3601.461182
	Iteration 21Q: 3 clusters Score -8576959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8576963.000000 Penalty: 3601.461182
	Iteration 22Q: 3 clusters Score -8576963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8576966.000000 Penalty: 3601.461182
	Iteration 23Q: 3 clusters Score -8576966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8576967.000000 Penalty: 3601.461182
	Iteration 24Q: 3 clusters Score -8576967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8576971.000000 Penalty: 3601.461182
	Iteration 25Q: 3 clusters Score -8576971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8576973.000000 Penalty: 3601.461182
	Iteration 26Q: 3 clusters Score -8576973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8576974.000000 Penalty: 3601.461182
	Iteration 27Q: 3 clusters Score -8576974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8576976.000000 Penalty: 3601.461182
	Iteration 28Q: 3 clusters Score -8576976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8576979.000000 Penalty: 3601.461182
	Iteration 29Q: 3 clusters Score -8576979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8576978.000000 Penalty: 3601.461182
	Iteration 30Q: 3 clusters Score -8576978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8576978.000000 Penalty: 3601.461182
	Iteration 31F: 3 clusters Score -8576978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Entering Unmasked Estep 
Score: -6249452.000000 Penalty: 1748.235229
	Iteration 0F: 2 clusters Score -6249452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6218919.000000 Penalty: 3496.470459
	Iteration 0F: 3 clusters Score -6218919 nChanged 22039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6231415.500000 Penalty: 3496.470459
	Iteration 1F: 3 clusters Score -6231416 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -6231842.000000 Penalty: 3496.470459
	Iteration 2Q: 3 clusters Score -6231842 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -6232330.500000 Penalty: 3496.470459
	Iteration 3Q: 3 clusters Score -6232330 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6232909.500000 Penalty: 3496.470459
	Iteration 4Q: 3 clusters Score -6232910 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -6233723.500000 Penalty: 3496.470459
	Iteration 5Q: 3 clusters Score -6233724 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -6235082.500000 Penalty: 3496.470459
	Iteration 6F: 3 clusters Score -6235082 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6237336.000000 Penalty: 3496.470459
	Iteration 7F: 3 clusters Score -6237336 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -6240514.000000 Penalty: 3496.470459
	Iteration 8F: 3 clusters Score -6240514 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -6243958.000000 Penalty: 3496.470459
	Iteration 9F: 3 clusters Score -6243958 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6246156.500000 Penalty: 3496.470459
	Iteration 10F: 3 clusters Score -6246156 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6247252.000000 Penalty: 3496.470459
	Iteration 11Q: 3 clusters Score -6247252 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6247622.000000 Penalty: 3496.470459
	Iteration 12Q: 3 clusters Score -6247622 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6247820.500000 Penalty: 3496.470459
	Iteration 13Q: 3 clusters Score -6247820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6247892.000000 Penalty: 3496.470459
	Iteration 14Q: 3 clusters Score -6247892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6247927.500000 Penalty: 3496.470459
	Iteration 15Q: 3 clusters Score -6247928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6247960.500000 Penalty: 3496.470459
	Iteration 16Q: 3 clusters Score -6247960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6247993.000000 Penalty: 3496.470459
	Iteration 17Q: 3 clusters Score -6247993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6248019.000000 Penalty: 3496.470459
	Iteration 18Q: 3 clusters Score -6248019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6248039.500000 Penalty: 3496.470459
	Iteration 19Q: 3 clusters Score -6248040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6248054.500000 Penalty: 3496.470459
	Iteration 20F: 3 clusters Score -6248054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6248060.000000 Penalty: 3496.470459
	Iteration 21Q: 3 clusters Score -6248060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6248071.500000 Penalty: 3496.470459
	Iteration 22Q: 3 clusters Score -6248072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6248075.000000 Penalty: 3496.470459
	Iteration 23Q: 3 clusters Score -6248075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6248079.500000 Penalty: 3496.470459
	Iteration 24Q: 3 clusters Score -6248080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6248080.000000 Penalty: 3496.470459
	Iteration 25Q: 3 clusters Score -6248080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6248087.500000 Penalty: 3496.470459
	Iteration 26Q: 3 clusters Score -6248088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6248092.000000 Penalty: 3496.470459
	Iteration 27Q: 3 clusters Score -6248092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6248092.000000 Penalty: 3496.470459
	Iteration 28F: 3 clusters Score -6248092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Entering Unmasked Estep 
Score: -4352426.000000 Penalty: 1692.285278
	Iteration 0F: 2 clusters Score -4352426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4330077.500000 Penalty: 3384.570557
	Iteration 0F: 3 clusters Score -4330078 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4338993.000000 Penalty: 3384.570557
	Iteration 1F: 3 clusters Score -4338993 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4339733.500000 Penalty: 3384.570557
	Iteration 2F: 3 clusters Score -4339734 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4340572.500000 Penalty: 3384.570557
	Iteration 3F: 3 clusters Score -4340572 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4341579.000000 Penalty: 3384.570557
	Iteration 4F: 3 clusters Score -4341579 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4342749.000000 Penalty: 3384.570557
	Iteration 5F: 3 clusters Score -4342749 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4344137.500000 Penalty: 3384.570557
	Iteration 6F: 3 clusters Score -4344138 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4345657.500000 Penalty: 3384.570557
	Iteration 7F: 3 clusters Score -4345658 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4347200.000000 Penalty: 3384.570557
	Iteration 8F: 3 clusters Score -4347200 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4348477.500000 Penalty: 3384.570557
	Iteration 9Q: 3 clusters Score -4348478 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4349143.500000 Penalty: 3384.570557
	Iteration 10Q: 3 clusters Score -4349144 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4349461.500000 Penalty: 3384.570557
	Iteration 11Q: 3 clusters Score -4349462 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4349614.000000 Penalty: 3384.570557
	Iteration 12Q: 3 clusters Score -4349614 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4349730.000000 Penalty: 3384.570557
	Iteration 13Q: 3 clusters Score -4349730 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4349803.000000 Penalty: 3384.570557
	Iteration 14Q: 3 clusters Score -4349803 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4349867.500000 Penalty: 3384.570557
	Iteration 15Q: 3 clusters Score -4349868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4349928.500000 Penalty: 3384.570557
	Iteration 16Q: 3 clusters Score -4349928 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4349996.000000 Penalty: 3384.570557
	Iteration 17Q: 3 clusters Score -4349996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4350062.000000 Penalty: 3384.570557
	Iteration 18Q: 3 clusters Score -4350062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4350105.000000 Penalty: 3384.570557
	Iteration 19Q: 3 clusters Score -4350105 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4350163.500000 Penalty: 3384.570557
	Iteration 20F: 3 clusters Score -4350164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4350198.500000 Penalty: 3384.570557
	Iteration 21Q: 3 clusters Score -4350198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -4350219.000000 Penalty: 3384.570557
	Iteration 22Q: 3 clusters Score -4350219 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4350259.500000 Penalty: 3384.570557
	Iteration 23Q: 3 clusters Score -4350260 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4350308.000000 Penalty: 3384.570557
	Iteration 24Q: 3 clusters Score -4350308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4350334.500000 Penalty: 3384.570557
	Iteration 25Q: 3 clusters Score -4350334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4350388.000000 Penalty: 3384.570557
	Iteration 26Q: 3 clusters Score -4350388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4350427.500000 Penalty: 3384.570557
	Iteration 27Q: 3 clusters Score -4350428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4350483.500000 Penalty: 3384.570557
	Iteration 28Q: 3 clusters Score -4350484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4350524.500000 Penalty: 3384.570557
	Iteration 29Q: 3 clusters Score -4350524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4350556.500000 Penalty: 3384.570557
	Iteration 30Q: 3 clusters Score -4350556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4350614.500000 Penalty: 3384.570557
	Iteration 31Q: 3 clusters Score -4350614 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4350646.500000 Penalty: 3384.570557
	Iteration 32Q: 3 clusters Score -4350646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4350686.000000 Penalty: 3384.570557
	Iteration 33Q: 3 clusters Score -4350686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4350714.000000 Penalty: 3384.570557
	Iteration 34Q: 3 clusters Score -4350714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4350749.500000 Penalty: 3384.570557
	Iteration 35Q: 3 clusters Score -4350750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4350773.000000 Penalty: 3384.570557
	Iteration 36Q: 3 clusters Score -4350773 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4350811.000000 Penalty: 3384.570557
	Iteration 37Q: 3 clusters Score -4350811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4350829.500000 Penalty: 3384.570557
	Iteration 38Q: 3 clusters Score -4350830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4350865.500000 Penalty: 3384.570557
	Iteration 39Q: 3 clusters Score -4350866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4350889.500000 Penalty: 3384.570557
	Iteration 40F: 3 clusters Score -4350890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4350914.000000 Penalty: 3384.570557
	Iteration 41Q: 3 clusters Score -4350914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4350954.000000 Penalty: 3384.570557
	Iteration 42Q: 3 clusters Score -4350954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4350975.000000 Penalty: 3384.570557
	Iteration 43Q: 3 clusters Score -4350975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4351000.500000 Penalty: 3384.570557
	Iteration 44Q: 3 clusters Score -4351000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4351017.000000 Penalty: 3384.570557
	Iteration 45Q: 3 clusters Score -4351017 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4351043.000000 Penalty: 3384.570557
	Iteration 46Q: 3 clusters Score -4351043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4351057.500000 Penalty: 3384.570557
	Iteration 47Q: 3 clusters Score -4351058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4351072.000000 Penalty: 3384.570557
	Iteration 48Q: 3 clusters Score -4351072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4351080.500000 Penalty: 3384.570557
	Iteration 49Q: 3 clusters Score -4351080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4351086.500000 Penalty: 3384.570557
	Iteration 50Q: 3 clusters Score -4351086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4351093.500000 Penalty: 3384.570557
	Iteration 51Q: 3 clusters Score -4351094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4351097.000000 Penalty: 3384.570557
	Iteration 52Q: 3 clusters Score -4351097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4351095.500000 Penalty: 3384.570557
	Iteration 53Q: 3 clusters Score -4351096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4351110.500000 Penalty: 3384.570557
	Iteration 54Q: 3 clusters Score -4351110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4351121.000000 Penalty: 3384.570557
	Iteration 55Q: 3 clusters Score -4351121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4351130.000000 Penalty: 3384.570557
	Iteration 56Q: 3 clusters Score -4351130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4351130.000000 Penalty: 3384.570557
	Iteration 57Q: 3 clusters Score -4351130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4351136.000000 Penalty: 3384.570557
	Iteration 58Q: 3 clusters Score -4351136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4351134.500000 Penalty: 3384.570557
	Iteration 59Q: 3 clusters Score -4351134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4351132.500000 Penalty: 3384.570557
	Iteration 60F: 3 clusters Score -4351132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4351143.000000 Penalty: 3384.570557
	Iteration 61Q: 3 clusters Score -4351143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4351141.000000 Penalty: 3384.570557
	Iteration 62Q: 3 clusters Score -4351141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4351143.000000 Penalty: 3384.570557
	Iteration 63Q: 3 clusters Score -4351143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4351148.500000 Penalty: 3384.570557
	Iteration 64Q: 3 clusters Score -4351148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4351144.000000 Penalty: 3384.570557
	Iteration 65Q: 3 clusters Score -4351144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4351146.500000 Penalty: 3384.570557
	Iteration 66Q: 3 clusters Score -4351146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4351146.000000 Penalty: 3384.570557
	Iteration 67Q: 3 clusters Score -4351146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4351141.500000 Penalty: 3384.570557
	Iteration 68Q: 3 clusters Score -4351142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4351154.000000 Penalty: 3384.570557
	Iteration 69Q: 3 clusters Score -4351154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4351153.500000 Penalty: 3384.570557
	Iteration 70Q: 3 clusters Score -4351154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4351156.500000 Penalty: 3384.570557
	Iteration 71Q: 3 clusters Score -4351156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4351164.000000 Penalty: 3384.570557
	Iteration 72Q: 3 clusters Score -4351164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4351166.000000 Penalty: 3384.570557
	Iteration 73Q: 3 clusters Score -4351166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4351166.000000 Penalty: 3384.570557
	Iteration 74Q: 3 clusters Score -4351166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4351168.000000 Penalty: 3384.570557
	Iteration 75Q: 3 clusters Score -4351168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4351172.000000 Penalty: 3384.570557
	Iteration 76Q: 3 clusters Score -4351172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4351176.000000 Penalty: 3384.570557
	Iteration 77Q: 3 clusters Score -4351176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4351175.000000 Penalty: 3384.570557
	Iteration 78Q: 3 clusters Score -4351175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4351178.500000 Penalty: 3384.570557
	Iteration 79Q: 3 clusters Score -4351178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4351185.000000 Penalty: 3384.570557
	Iteration 80F: 3 clusters Score -4351185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4351181.500000 Penalty: 3384.570557
	Iteration 81Q: 3 clusters Score -4351182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4351184.000000 Penalty: 3384.570557
	Iteration 82Q: 3 clusters Score -4351184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4351184.500000 Penalty: 3384.570557
	Iteration 83Q: 3 clusters Score -4351184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4351184.500000 Penalty: 3384.570557
	Iteration 84Q: 3 clusters Score -4351184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4351187.000000 Penalty: 3384.570557
	Iteration 85Q: 3 clusters Score -4351187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4351190.000000 Penalty: 3384.570557
	Iteration 86Q: 3 clusters Score -4351190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4351192.500000 Penalty: 3384.570557
	Iteration 87Q: 3 clusters Score -4351192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4351191.500000 Penalty: 3384.570557
	Iteration 88Q: 3 clusters Score -4351192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4351197.000000 Penalty: 3384.570557
	Iteration 89Q: 3 clusters Score -4351197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4351195.000000 Penalty: 3384.570557
	Iteration 90Q: 3 clusters Score -4351195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4351192.500000 Penalty: 3384.570557
	Iteration 91Q: 3 clusters Score -4351192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4351191.500000 Penalty: 3384.570557
	Iteration 92Q: 3 clusters Score -4351192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4351193.000000 Penalty: 3384.570557
	Iteration 93Q: 3 clusters Score -4351193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4351194.000000 Penalty: 3384.570557
	Iteration 94Q: 3 clusters Score -4351194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4351195.000000 Penalty: 3384.570557
	Iteration 95Q: 3 clusters Score -4351195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4351198.000000 Penalty: 3384.570557
	Iteration 96Q: 3 clusters Score -4351198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4351198.500000 Penalty: 3384.570557
	Iteration 97Q: 3 clusters Score -4351198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4351198.500000 Penalty: 3384.570557
	Iteration 98F: 3 clusters Score -4351198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85057.023438 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -85057.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83859.718750 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -83859.72 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84239.218750 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -84239.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84459.703125 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -84459.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84718.554688 Penalty: 2161.340576
	Iteration 3F: 3 clusters Score -84718.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84964.804688 Penalty: 2161.340576
	Iteration 4F: 3 clusters Score -84964.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85183.281250 Penalty: 2161.340576
	Iteration 5F: 3 clusters Score -85183.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85356.640625 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -85356.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85481.007812 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -85481.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85578.179688 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -85578.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85614.593750 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -85614.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85622.625000 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -85622.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85638.078125 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -85638.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85643.867188 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -85643.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85644.125000 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -85644.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85644.617188 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -85644.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85644.945312 Penalty: 2161.340576
	Iteration 15F: 3 clusters Score -85644.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85648.820312 Penalty: 2161.340576
	Iteration 16Q: 3 clusters Score -85648.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85651.414062 Penalty: 2161.340576
	Iteration 17Q: 3 clusters Score -85651.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85653.992188 Penalty: 2161.340576
	Iteration 18Q: 3 clusters Score -85653.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85653.992188 Penalty: 2161.340576
	Iteration 19F: 3 clusters Score -85653.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Mstep: Class 47 contains 368 members 
Entering Unmasked Estep 
Score: -85983968.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85984648.000000 to -85983968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (47795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Entering Unmasked Estep 
Score: -6365786.000000 Penalty: 1750.884888
	Iteration 0F: 2 clusters Score -6365786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6334346.500000 Penalty: 3501.769775
	Iteration 0F: 3 clusters Score -6334346 nChanged 22165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6346943.000000 Penalty: 3501.769775
	Iteration 1F: 3 clusters Score -6346943 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -6347398.500000 Penalty: 3501.769775
	Iteration 2Q: 3 clusters Score -6347398 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6347988.500000 Penalty: 3501.769775
	Iteration 3Q: 3 clusters Score -6347988 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6348739.000000 Penalty: 3501.769775
	Iteration 4Q: 3 clusters Score -6348739 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6349631.000000 Penalty: 3501.769775
	Iteration 5Q: 3 clusters Score -6349631 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6350969.000000 Penalty: 3501.769775
	Iteration 6F: 3 clusters Score -6350969 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -6352953.000000 Penalty: 3501.769775
	Iteration 7F: 3 clusters Score -6352953 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -6355663.500000 Penalty: 3501.769775
	Iteration 8F: 3 clusters Score -6355664 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6358730.500000 Penalty: 3501.769775
	Iteration 9F: 3 clusters Score -6358730 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6361468.000000 Penalty: 3501.769775
	Iteration 10F: 3 clusters Score -6361468 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6363002.500000 Penalty: 3501.769775
	Iteration 11Q: 3 clusters Score -6363002 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6363702.000000 Penalty: 3501.769775
	Iteration 12Q: 3 clusters Score -6363702 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6363991.500000 Penalty: 3501.769775
	Iteration 13Q: 3 clusters Score -6363992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6364130.000000 Penalty: 3501.769775
	Iteration 14Q: 3 clusters Score -6364130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6364213.000000 Penalty: 3501.769775
	Iteration 15Q: 3 clusters Score -6364213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6364253.000000 Penalty: 3501.769775
	Iteration 16Q: 3 clusters Score -6364253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6364275.500000 Penalty: 3501.769775
	Iteration 17Q: 3 clusters Score -6364276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6364305.000000 Penalty: 3501.769775
	Iteration 18Q: 3 clusters Score -6364305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6364319.500000 Penalty: 3501.769775
	Iteration 19Q: 3 clusters Score -6364320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6364333.500000 Penalty: 3501.769775
	Iteration 20F: 3 clusters Score -6364334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6364346.000000 Penalty: 3501.769775
	Iteration 21Q: 3 clusters Score -6364346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6364356.500000 Penalty: 3501.769775
	Iteration 22Q: 3 clusters Score -6364356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6364361.000000 Penalty: 3501.769775
	Iteration 23Q: 3 clusters Score -6364361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6364364.500000 Penalty: 3501.769775
	Iteration 24Q: 3 clusters Score -6364364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6364364.500000 Penalty: 3501.769775
	Iteration 25F: 3 clusters Score -6364364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -241949.671875 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -241949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -240145.062500 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -240145.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -240648.828125 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -240648.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -240856.203125 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -240856.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241011.671875 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -241011.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -241142.687500 Penalty: 2402.810547
	Iteration 4F: 3 clusters Score -241142.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -241290.734375 Penalty: 2402.810547
	Iteration 5F: 3 clusters Score -241290.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241394.953125 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -241395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -241447.578125 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -241447.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241497.937500 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -241497.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241531.437500 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -241531.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241545.937500 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -241545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241551.890625 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -241551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241555.375000 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -241555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -241557.281250 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -241557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241558.828125 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -241558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241560.500000 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -241560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241561.000000 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -241561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241561.000000 Penalty: 2402.810547
	Iteration 17F: 3 clusters Score -241561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -102014.679688 Penalty: 1091.446655
	Iteration 0F: 2 clusters Score -102014.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100686.664062 Penalty: 2182.893311
	Iteration 0F: 3 clusters Score -100686.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100935.320312 Penalty: 2182.893311
	Iteration 1F: 3 clusters Score -100935.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101124.843750 Penalty: 2182.893311
	Iteration 2F: 3 clusters Score -101124.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101325.031250 Penalty: 2182.893311
	Iteration 3F: 3 clusters Score -101325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101466.429688 Penalty: 2182.893311
	Iteration 4F: 3 clusters Score -101466.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101536.890625 Penalty: 2182.893311
	Iteration 5F: 3 clusters Score -101536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101592.054688 Penalty: 2182.893311
	Iteration 6Q: 3 clusters Score -101592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101617.492188 Penalty: 2182.893311
	Iteration 7Q: 3 clusters Score -101617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101636.804688 Penalty: 2182.893311
	Iteration 8Q: 3 clusters Score -101636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101646.109375 Penalty: 2182.893311
	Iteration 9Q: 3 clusters Score -101646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101652.960938 Penalty: 2182.893311
	Iteration 10Q: 3 clusters Score -101653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101658.812500 Penalty: 2182.893311
	Iteration 11Q: 3 clusters Score -101658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101660.609375 Penalty: 2182.893311
	Iteration 12Q: 3 clusters Score -101660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101661.250000 Penalty: 2182.893311
	Iteration 13Q: 3 clusters Score -101661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101661.250000 Penalty: 2182.893311
	Iteration 14F: 3 clusters Score -101661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Entering Unmasked Estep 
Score: -9716297.000000 Penalty: 1820.489380
	Iteration 0F: 2 clusters Score -9716297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -9669343.000000 Penalty: 3640.978760
	Iteration 0F: 3 clusters Score -9669343 nChanged 34828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -9689269.000000 Penalty: 3640.978760
	Iteration 1F: 3 clusters Score -9689269 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9689846.000000 Penalty: 3640.978760
	Iteration 2Q: 3 clusters Score -9689846 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -9690518.000000 Penalty: 3640.978760
	Iteration 3Q: 3 clusters Score -9690518 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -9691531.000000 Penalty: 3640.978760
	Iteration 4Q: 3 clusters Score -9691531 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -9693285.000000 Penalty: 3640.978760
	Iteration 5Q: 3 clusters Score -9693285 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -9695885.000000 Penalty: 3640.978760
	Iteration 6F: 3 clusters Score -9695885 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9699636.000000 Penalty: 3640.978760
	Iteration 7F: 3 clusters Score -9699636 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -9704250.000000 Penalty: 3640.978760
	Iteration 8F: 3 clusters Score -9704250 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -9708395.000000 Penalty: 3640.978760
	Iteration 9F: 3 clusters Score -9708395 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -9710871.000000 Penalty: 3640.978760
	Iteration 10Q: 3 clusters Score -9710871 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -9712292.000000 Penalty: 3640.978760
	Iteration 11Q: 3 clusters Score -9712292 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -9713179.000000 Penalty: 3640.978760
	Iteration 12Q: 3 clusters Score -9713179 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -9713796.000000 Penalty: 3640.978760
	Iteration 13Q: 3 clusters Score -9713796 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -9714229.000000 Penalty: 3640.978760
	Iteration 14Q: 3 clusters Score -9714229 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9714495.000000 Penalty: 3640.978760
	Iteration 15Q: 3 clusters Score -9714495 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -9714669.000000 Penalty: 3640.978760
	Iteration 16Q: 3 clusters Score -9714669 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9714758.000000 Penalty: 3640.978760
	Iteration 17Q: 3 clusters Score -9714758 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9714799.000000 Penalty: 3640.978760
	Iteration 18Q: 3 clusters Score -9714799 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9714918.000000 Penalty: 3640.978760
	Iteration 19Q: 3 clusters Score -9714918 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9714975.000000 Penalty: 3640.978760
	Iteration 20F: 3 clusters Score -9714975 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9715001.000000 Penalty: 3640.978760
	Iteration 21Q: 3 clusters Score -9715001 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9715044.000000 Penalty: 3640.978760
	Iteration 22Q: 3 clusters Score -9715044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9715070.000000 Penalty: 3640.978760
	Iteration 23Q: 3 clusters Score -9715070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9715074.000000 Penalty: 3640.978760
	Iteration 24Q: 3 clusters Score -9715074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9715097.000000 Penalty: 3640.978760
	Iteration 25Q: 3 clusters Score -9715097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9715098.000000 Penalty: 3640.978760
	Iteration 26Q: 3 clusters Score -9715098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9715122.000000 Penalty: 3640.978760
	Iteration 27Q: 3 clusters Score -9715122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9715122.000000 Penalty: 3640.978760
	Iteration 28Q: 3 clusters Score -9715122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9715140.000000 Penalty: 3640.978760
	Iteration 29Q: 3 clusters Score -9715140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9715146.000000 Penalty: 3640.978760
	Iteration 30Q: 3 clusters Score -9715146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9715140.000000 Penalty: 3640.978760
	Iteration 31Q: 3 clusters Score -9715140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9715144.000000 Penalty: 3640.978760
	Iteration 32Q: 3 clusters Score -9715144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9715135.000000 Penalty: 3640.978760
	Iteration 33Q: 3 clusters Score -9715135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9715126.000000 Penalty: 3640.978760
	Iteration 34Q: 3 clusters Score -9715126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9715138.000000 Penalty: 3640.978760
	Iteration 35Q: 3 clusters Score -9715138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9715140.000000 Penalty: 3640.978760
	Iteration 36Q: 3 clusters Score -9715140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9715138.000000 Penalty: 3640.978760
	Iteration 37Q: 3 clusters Score -9715138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9715137.000000 Penalty: 3640.978760
	Iteration 38Q: 3 clusters Score -9715137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9715134.000000 Penalty: 3640.978760
	Iteration 39Q: 3 clusters Score -9715134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9715138.000000 Penalty: 3640.978760
	Iteration 40F: 3 clusters Score -9715138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9715131.000000 Penalty: 3640.978760
	Iteration 41Q: 3 clusters Score -9715131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9715131.000000 Penalty: 3640.978760
	Iteration 42F: 3 clusters Score -9715131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -750614.375000 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -750614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -746125.875000 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -746125.9 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -747474.875000 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -747474.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -747732.125000 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -747732.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -747990.625000 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -747990.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -748252.562500 Penalty: 2821.659668
	Iteration 4F: 3 clusters Score -748252.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -748535.875000 Penalty: 2821.659668
	Iteration 5F: 3 clusters Score -748535.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -748866.437500 Penalty: 2821.659668
	Iteration 6F: 3 clusters Score -748866.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -749225.000000 Penalty: 2821.659668
	Iteration 7F: 3 clusters Score -749225 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -749516.125000 Penalty: 2821.659668
	Iteration 8F: 3 clusters Score -749516.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -749730.562500 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -749730.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -749921.875000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -749921.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -750121.937500 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -750121.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -750297.062500 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -750297.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -750428.312500 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -750428.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -750543.187500 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -750543.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -750627.062500 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -750627.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -750711.312500 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -750711.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -750777.625000 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -750777.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -750840.062500 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -750840.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -750881.875000 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -750881.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -750907.812500 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -750907.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -750924.250000 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -750924.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -750933.312500 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -750933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -750936.875000 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -750936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -750939.375000 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -750939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -750942.875000 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -750942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -750942.750000 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -750942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -750944.250000 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -750944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -750946.937500 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -750946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -750946.750000 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -750946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -750946.687500 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -750946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -750947.500000 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -750947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -750947.562500 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -750947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -750947.375000 Penalty: 2821.659668
	Iteration 33Q: 3 clusters Score -750947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -750946.312500 Penalty: 2821.659668
	Iteration 34Q: 3 clusters Score -750946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -750947.125000 Penalty: 2821.659668
	Iteration 35Q: 3 clusters Score -750947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -750947.125000 Penalty: 2821.659668
	Iteration 36F: 3 clusters Score -750947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Mstep: Class 47 contains 1392 members 
Entering Unmasked Estep 
Score: -85984040.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85984648.000000 to -85984040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -646600.312500 Penalty: 1383.131348
	Iteration 0F: 2 clusters Score -646600.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -642607.750000 Penalty: 2766.262695
	Iteration 0F: 3 clusters Score -642607.8 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -643704.437500 Penalty: 2766.262695
	Iteration 1F: 3 clusters Score -643704.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -643868.562500 Penalty: 2766.262695
	Iteration 2F: 3 clusters Score -643868.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -643982.187500 Penalty: 2766.262695
	Iteration 3F: 3 clusters Score -643982.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -644085.125000 Penalty: 2766.262695
	Iteration 4Q: 3 clusters Score -644085.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -644193.312500 Penalty: 2766.262695
	Iteration 5Q: 3 clusters Score -644193.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -644321.437500 Penalty: 2766.262695
	Iteration 6Q: 3 clusters Score -644321.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -644487.437500 Penalty: 2766.262695
	Iteration 7Q: 3 clusters Score -644487.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -644654.375000 Penalty: 2766.262695
	Iteration 8Q: 3 clusters Score -644654.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -644862.812500 Penalty: 2766.262695
	Iteration 9Q: 3 clusters Score -644862.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -645048.062500 Penalty: 2766.262695
	Iteration 10Q: 3 clusters Score -645048.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -645190.625000 Penalty: 2766.262695
	Iteration 11Q: 3 clusters Score -645190.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -645287.437500 Penalty: 2766.262695
	Iteration 12Q: 3 clusters Score -645287.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -645348.000000 Penalty: 2766.262695
	Iteration 13Q: 3 clusters Score -645348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -645383.062500 Penalty: 2766.262695
	Iteration 14Q: 3 clusters Score -645383.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -645405.125000 Penalty: 2766.262695
	Iteration 15Q: 3 clusters Score -645405.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -645421.312500 Penalty: 2766.262695
	Iteration 16Q: 3 clusters Score -645421.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -645433.875000 Penalty: 2766.262695
	Iteration 17Q: 3 clusters Score -645433.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -645446.500000 Penalty: 2766.262695
	Iteration 18Q: 3 clusters Score -645446.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -645455.375000 Penalty: 2766.262695
	Iteration 19Q: 3 clusters Score -645455.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -645464.125000 Penalty: 2766.262695
	Iteration 20F: 3 clusters Score -645464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -645473.500000 Penalty: 2766.262695
	Iteration 21Q: 3 clusters Score -645473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -645479.000000 Penalty: 2766.262695
	Iteration 22Q: 3 clusters Score -645479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -645487.437500 Penalty: 2766.262695
	Iteration 23Q: 3 clusters Score -645487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -645494.562500 Penalty: 2766.262695
	Iteration 24Q: 3 clusters Score -645494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -645506.125000 Penalty: 2766.262695
	Iteration 25Q: 3 clusters Score -645506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -645513.562500 Penalty: 2766.262695
	Iteration 26Q: 3 clusters Score -645513.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -645522.562500 Penalty: 2766.262695
	Iteration 27Q: 3 clusters Score -645522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -645528.000000 Penalty: 2766.262695
	Iteration 28Q: 3 clusters Score -645528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -645530.000000 Penalty: 2766.262695
	Iteration 29Q: 3 clusters Score -645530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -645531.062500 Penalty: 2766.262695
	Iteration 30Q: 3 clusters Score -645531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -645532.312500 Penalty: 2766.262695
	Iteration 31Q: 3 clusters Score -645532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -645534.937500 Penalty: 2766.262695
	Iteration 32Q: 3 clusters Score -645534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -645534.937500 Penalty: 2766.262695
	Iteration 33Q: 3 clusters Score -645534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -645535.062500 Penalty: 2766.262695
	Iteration 34Q: 3 clusters Score -645535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -645535.062500 Penalty: 2766.262695
	Iteration 35F: 3 clusters Score -645535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17663.460938 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17663.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17815.093750 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17815.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17897.037109 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17897.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17933.332031 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -17933.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17975.210938 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -17975.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18050.863281 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18050.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18069.369141 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18069.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18083.341797 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -18083.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18086.972656 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -18086.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18088.849609 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -18088.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18088.849609 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -18088.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Entering Unmasked Estep 
Score: -5801287.500000 Penalty: 1735.606323
	Iteration 0F: 2 clusters Score -5801288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5772394.000000 Penalty: 3471.212646
	Iteration 0F: 3 clusters Score -5772394 nChanged 20279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5783540.000000 Penalty: 3471.212646
	Iteration 1F: 3 clusters Score -5783540 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5783916.500000 Penalty: 3471.212646
	Iteration 2Q: 3 clusters Score -5783916 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5784372.000000 Penalty: 3471.212646
	Iteration 3Q: 3 clusters Score -5784372 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5785011.000000 Penalty: 3471.212646
	Iteration 4Q: 3 clusters Score -5785011 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -5786035.500000 Penalty: 3471.212646
	Iteration 5Q: 3 clusters Score -5786036 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5787568.500000 Penalty: 3471.212646
	Iteration 6F: 3 clusters Score -5787568 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -5790021.500000 Penalty: 3471.212646
	Iteration 7F: 3 clusters Score -5790022 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5793238.000000 Penalty: 3471.212646
	Iteration 8F: 3 clusters Score -5793238 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -5796319.500000 Penalty: 3471.212646
	Iteration 9F: 3 clusters Score -5796320 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5797969.500000 Penalty: 3471.212646
	Iteration 10F: 3 clusters Score -5797970 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -5798890.500000 Penalty: 3471.212646
	Iteration 11Q: 3 clusters Score -5798890 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5799490.500000 Penalty: 3471.212646
	Iteration 12Q: 3 clusters Score -5799490 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5799880.500000 Penalty: 3471.212646
	Iteration 13Q: 3 clusters Score -5799880 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5800096.500000 Penalty: 3471.212646
	Iteration 14Q: 3 clusters Score -5800096 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5800229.000000 Penalty: 3471.212646
	Iteration 15Q: 3 clusters Score -5800229 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -5800339.000000 Penalty: 3471.212646
	Iteration 16Q: 3 clusters Score -5800339 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5800363.500000 Penalty: 3471.212646
	Iteration 17Q: 3 clusters Score -5800364 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5800412.500000 Penalty: 3471.212646
	Iteration 18Q: 3 clusters Score -5800412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5800421.000000 Penalty: 3471.212646
	Iteration 19Q: 3 clusters Score -5800421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5800427.500000 Penalty: 3471.212646
	Iteration 20F: 3 clusters Score -5800428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5800439.500000 Penalty: 3471.212646
	Iteration 21Q: 3 clusters Score -5800440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5800433.500000 Penalty: 3471.212646
	Iteration 22Q: 3 clusters Score -5800434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5800432.000000 Penalty: 3471.212646
	Iteration 23Q: 3 clusters Score -5800432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -5800442.500000 Penalty: 3471.212646
	Iteration 24Q: 3 clusters Score -5800442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5800441.000000 Penalty: 3471.212646
	Iteration 25Q: 3 clusters Score -5800441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -5800434.500000 Penalty: 3471.212646
	Iteration 26Q: 3 clusters Score -5800434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5800437.000000 Penalty: 3471.212646
	Iteration 27Q: 3 clusters Score -5800437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5800441.500000 Penalty: 3471.212646
	Iteration 28Q: 3 clusters Score -5800442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5800439.000000 Penalty: 3471.212646
	Iteration 29Q: 3 clusters Score -5800439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5800443.500000 Penalty: 3471.212646
	Iteration 30Q: 3 clusters Score -5800444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -5800446.000000 Penalty: 3471.212646
	Iteration 31Q: 3 clusters Score -5800446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5800444.000000 Penalty: 3471.212646
	Iteration 32Q: 3 clusters Score -5800444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -5800442.000000 Penalty: 3471.212646
	Iteration 33Q: 3 clusters Score -5800442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -5800442.000000 Penalty: 3471.212646
	Iteration 34F: 3 clusters Score -5800442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50432.460938 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50432.46 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50632.839844 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50632.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50826.707031 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50826.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51054.113281 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -51054.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51299.335938 Penalty: 1921.888550
	Iteration 4F: 3 clusters Score -51299.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51439.914062 Penalty: 1921.888550
	Iteration 5F: 3 clusters Score -51439.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51477.332031 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51477.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51484.316406 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51484.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51484.316406 Penalty: 1921.888550
	Iteration 8F: 3 clusters Score -51484.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Mstep: Class 47 contains 125 members 
Entering Unmasked Estep 
Score: -85983432.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85984648.000000 to -85983432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54804.503906 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54804.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55004.484375 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55004.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55123.292969 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55123.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55273.281250 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55273.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55450.464844 Penalty: 2062.901611
	Iteration 4F: 3 clusters Score -55450.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55633.343750 Penalty: 2062.901611
	Iteration 5F: 3 clusters Score -55633.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55795.222656 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -55795.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55876.152344 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -55876.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55960.292969 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -55960.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56034.140625 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -56034.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56058.324219 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -56058.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56082.015625 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -56082.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56147.531250 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -56147.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56160.644531 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -56160.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56163.078125 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -56163.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56164.429688 Penalty: 2062.901611
	Iteration 15Q: 3 clusters Score -56164.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56164.429688 Penalty: 2062.901611
	Iteration 16F: 3 clusters Score -56164.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Mstep: Class 47 contains 263 members 
Entering Unmasked Estep 
Score: -85983640.000000 Penalty: 102362.921875
Splitting cluster 14 changes total score from -85984648.000000 to -85983640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Entering Unmasked Estep 
Score: -2120310.500000 Penalty: 1576.393311
	Iteration 0F: 2 clusters Score -2120310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2109214.500000 Penalty: 3152.786621
	Iteration 0F: 3 clusters Score -2109214 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2113076.750000 Penalty: 3152.786621
	Iteration 1F: 3 clusters Score -2113077 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2113388.250000 Penalty: 3152.786621
	Iteration 2F: 3 clusters Score -2113388 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2113679.500000 Penalty: 3152.786621
	Iteration 3Q: 3 clusters Score -2113680 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2113987.250000 Penalty: 3152.786621
	Iteration 4Q: 3 clusters Score -2113987 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2114371.500000 Penalty: 3152.786621
	Iteration 5Q: 3 clusters Score -2114372 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2114875.500000 Penalty: 3152.786621
	Iteration 6Q: 3 clusters Score -2114876 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2115588.750000 Penalty: 3152.786621
	Iteration 7F: 3 clusters Score -2115589 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2116432.500000 Penalty: 3152.786621
	Iteration 8F: 3 clusters Score -2116432 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2117203.750000 Penalty: 3152.786621
	Iteration 9F: 3 clusters Score -2117204 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2117792.250000 Penalty: 3152.786621
	Iteration 10Q: 3 clusters Score -2117792 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2118231.750000 Penalty: 3152.786621
	Iteration 11Q: 3 clusters Score -2118232 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2118533.750000 Penalty: 3152.786621
	Iteration 12Q: 3 clusters Score -2118534 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2118716.500000 Penalty: 3152.786621
	Iteration 13Q: 3 clusters Score -2118716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2118822.500000 Penalty: 3152.786621
	Iteration 14Q: 3 clusters Score -2118822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2118890.000000 Penalty: 3152.786621
	Iteration 15Q: 3 clusters Score -2118890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2118930.000000 Penalty: 3152.786621
	Iteration 16Q: 3 clusters Score -2118930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2118952.750000 Penalty: 3152.786621
	Iteration 17Q: 3 clusters Score -2118953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2118962.500000 Penalty: 3152.786621
	Iteration 18Q: 3 clusters Score -2118962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2118970.750000 Penalty: 3152.786621
	Iteration 19Q: 3 clusters Score -2118971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2118975.500000 Penalty: 3152.786621
	Iteration 20F: 3 clusters Score -2118976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2118976.500000 Penalty: 3152.786621
	Iteration 21Q: 3 clusters Score -2118976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2118980.500000 Penalty: 3152.786621
	Iteration 22Q: 3 clusters Score -2118980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2118985.250000 Penalty: 3152.786621
	Iteration 23Q: 3 clusters Score -2118985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2118989.250000 Penalty: 3152.786621
	Iteration 24Q: 3 clusters Score -2118989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2118991.000000 Penalty: 3152.786621
	Iteration 25Q: 3 clusters Score -2118991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2118995.250000 Penalty: 3152.786621
	Iteration 26Q: 3 clusters Score -2118995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2119006.000000 Penalty: 3152.786621
	Iteration 27Q: 3 clusters Score -2119006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2119010.000000 Penalty: 3152.786621
	Iteration 28Q: 3 clusters Score -2119010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2119018.500000 Penalty: 3152.786621
	Iteration 29Q: 3 clusters Score -2119018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2119023.250000 Penalty: 3152.786621
	Iteration 30Q: 3 clusters Score -2119023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2119029.250000 Penalty: 3152.786621
	Iteration 31Q: 3 clusters Score -2119029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2119028.000000 Penalty: 3152.786621
	Iteration 32Q: 3 clusters Score -2119028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2119028.750000 Penalty: 3152.786621
	Iteration 33Q: 3 clusters Score -2119029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2119030.250000 Penalty: 3152.786621
	Iteration 34Q: 3 clusters Score -2119030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2119032.750000 Penalty: 3152.786621
	Iteration 35Q: 3 clusters Score -2119033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2119034.000000 Penalty: 3152.786621
	Iteration 36Q: 3 clusters Score -2119034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2119037.000000 Penalty: 3152.786621
	Iteration 37Q: 3 clusters Score -2119037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2119040.000000 Penalty: 3152.786621
	Iteration 38Q: 3 clusters Score -2119040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2119041.500000 Penalty: 3152.786621
	Iteration 39Q: 3 clusters Score -2119042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2119041.500000 Penalty: 3152.786621
	Iteration 40F: 3 clusters Score -2119042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -34552.558594 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -34552.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33717.484375 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -33717.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33890.890625 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -33890.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33935.476562 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -33935.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33957.843750 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -33957.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33989.664062 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -33989.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34007.437500 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -34007.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34023.093750 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -34023.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34027.210938 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -34027.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34031.351562 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -34031.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34032.191406 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -34032.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34032.820312 Penalty: 1856.963135
	Iteration 10F: 3 clusters Score -34032.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34043.460938 Penalty: 1856.963135
	Iteration 11Q: 3 clusters Score -34043.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34049.886719 Penalty: 1856.963135
	Iteration 12Q: 3 clusters Score -34049.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34054.222656 Penalty: 1856.963135
	Iteration 13Q: 3 clusters Score -34054.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34071.078125 Penalty: 1856.963135
	Iteration 14Q: 3 clusters Score -34071.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34073.367188 Penalty: 1856.963135
	Iteration 15Q: 3 clusters Score -34073.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34073.367188 Penalty: 1856.963135
	Iteration 16F: 3 clusters Score -34073.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -221896.218750 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221896.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -222235.390625 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222235.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222387.062500 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222387.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -222528.281250 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222528.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -222722.765625 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -222722.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222880.796875 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -222880.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223022.546875 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223022.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223167.562500 Penalty: 2356.456543
	Iteration 7F: 3 clusters Score -223167.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -223282.265625 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223282.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223361.437500 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223361.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -223385.593750 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223393.328125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223393.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223401.765625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223411.484375 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223413.953125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -223415.515625 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223417.343750 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223419.656250 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -223419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223429.578125 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -223429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223441.328125 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -223441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -223449.203125 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -223449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -223455.312500 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -223455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223463.406250 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -223463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223466.578125 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -223466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223470.171875 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -223470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -223474.968750 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -223475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223477.843750 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -223477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223477.843750 Penalty: 2356.456543
	Iteration 27F: 3 clusters Score -223477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -1407033.000000 Penalty: 1510.520142
	Iteration 0F: 2 clusters Score -1407033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1399334.875000 Penalty: 3021.040283
	Iteration 0F: 3 clusters Score -1399335 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1401853.500000 Penalty: 3021.040283
	Iteration 1F: 3 clusters Score -1401854 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1402127.125000 Penalty: 3021.040283
	Iteration 2F: 3 clusters Score -1402127 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1402365.875000 Penalty: 3021.040283
	Iteration 3F: 3 clusters Score -1402366 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1402610.250000 Penalty: 3021.040283
	Iteration 4Q: 3 clusters Score -1402610 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1402880.625000 Penalty: 3021.040283
	Iteration 5Q: 3 clusters Score -1402881 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1403148.375000 Penalty: 3021.040283
	Iteration 6Q: 3 clusters Score -1403148 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1403444.625000 Penalty: 3021.040283
	Iteration 7Q: 3 clusters Score -1403445 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1403786.250000 Penalty: 3021.040283
	Iteration 8Q: 3 clusters Score -1403786 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1404162.750000 Penalty: 3021.040283
	Iteration 9Q: 3 clusters Score -1404163 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1404560.000000 Penalty: 3021.040283
	Iteration 10Q: 3 clusters Score -1404560 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1404874.250000 Penalty: 3021.040283
	Iteration 11Q: 3 clusters Score -1404874 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1405100.250000 Penalty: 3021.040283
	Iteration 12Q: 3 clusters Score -1405100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1405252.500000 Penalty: 3021.040283
	Iteration 13Q: 3 clusters Score -1405252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1405362.750000 Penalty: 3021.040283
	Iteration 14Q: 3 clusters Score -1405363 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1405435.500000 Penalty: 3021.040283
	Iteration 15Q: 3 clusters Score -1405436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1405493.250000 Penalty: 3021.040283
	Iteration 16Q: 3 clusters Score -1405493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1405525.125000 Penalty: 3021.040283
	Iteration 17Q: 3 clusters Score -1405525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1405553.875000 Penalty: 3021.040283
	Iteration 18Q: 3 clusters Score -1405554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1405578.625000 Penalty: 3021.040283
	Iteration 19Q: 3 clusters Score -1405579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1405595.875000 Penalty: 3021.040283
	Iteration 20F: 3 clusters Score -1405596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1405619.750000 Penalty: 3021.040283
	Iteration 21Q: 3 clusters Score -1405620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1405638.125000 Penalty: 3021.040283
	Iteration 22Q: 3 clusters Score -1405638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1405652.625000 Penalty: 3021.040283
	Iteration 23Q: 3 clusters Score -1405653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1405669.250000 Penalty: 3021.040283
	Iteration 24Q: 3 clusters Score -1405669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1405683.750000 Penalty: 3021.040283
	Iteration 25Q: 3 clusters Score -1405684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1405696.250000 Penalty: 3021.040283
	Iteration 26Q: 3 clusters Score -1405696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1405707.375000 Penalty: 3021.040283
	Iteration 27Q: 3 clusters Score -1405707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1405713.875000 Penalty: 3021.040283
	Iteration 28Q: 3 clusters Score -1405714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1405722.875000 Penalty: 3021.040283
	Iteration 29Q: 3 clusters Score -1405723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1405730.500000 Penalty: 3021.040283
	Iteration 30Q: 3 clusters Score -1405730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1405732.875000 Penalty: 3021.040283
	Iteration 31Q: 3 clusters Score -1405733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1405737.250000 Penalty: 3021.040283
	Iteration 32Q: 3 clusters Score -1405737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1405737.250000 Penalty: 3021.040283
	Iteration 33F: 3 clusters Score -1405737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5685.930176 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5685.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5770.009766 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5770.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5863.955078 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -5863.955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5936.822754 Penalty: 1667.217041
	Iteration 3F: 3 clusters Score -5936.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5953.573242 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -5953.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6001.451172 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -6001.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6029.946777 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -6029.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6029.946777 Penalty: 1667.217041
	Iteration 7F: 3 clusters Score -6029.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16775.988281 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16775.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16874.240234 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16874.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16913.986328 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -16913.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16927.939453 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16927.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16939.693359 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16939.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16942.376953 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -16942.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16942.376953 Penalty: 1696.615723
	Iteration 6F: 3 clusters Score -16942.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35128.632812 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35128.63 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35395.421875 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35395.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35476.976562 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35476.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35605.105469 Penalty: 1930.555664
	Iteration 3F: 3 clusters Score -35605.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35663.316406 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35663.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35791.015625 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35791.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35877.828125 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35877.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35916.894531 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35916.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35950.144531 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35950.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35971.812500 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35971.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35985.273438 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -35985.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35988.351562 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -35988.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35992.378906 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -35992.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35994.585938 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -35994.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35998.507812 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -35998.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36008.203125 Penalty: 1930.555664
	Iteration 15Q: 3 clusters Score -36008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36023.113281 Penalty: 1930.555664
	Iteration 16Q: 3 clusters Score -36023.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36023.113281 Penalty: 1930.555664
	Iteration 17F: 3 clusters Score -36023.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29554.214844 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29554.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29704.326172 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29704.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29748.091797 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29748.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29772.824219 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29772.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29779.724609 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29779.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29788.800781 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29793.517578 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29793.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29799.298828 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -29799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29799.298828 Penalty: 1817.070801
	Iteration 8F: 3 clusters Score -29799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -1138638.125000 Penalty: 1477.158203
	Iteration 0F: 2 clusters Score -1138638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1132204.750000 Penalty: 2954.316406
	Iteration 0F: 3 clusters Score -1132205 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1134392.750000 Penalty: 2954.316406
	Iteration 1F: 3 clusters Score -1134393 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1134855.250000 Penalty: 2954.316406
	Iteration 2F: 3 clusters Score -1134855 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1135354.125000 Penalty: 2954.316406
	Iteration 3F: 3 clusters Score -1135354 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1135924.500000 Penalty: 2954.316406
	Iteration 4F: 3 clusters Score -1135924 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1136527.500000 Penalty: 2954.316406
	Iteration 5F: 3 clusters Score -1136528 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1137070.500000 Penalty: 2954.316406
	Iteration 6F: 3 clusters Score -1137070 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1137493.500000 Penalty: 2954.316406
	Iteration 7Q: 3 clusters Score -1137494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1137767.000000 Penalty: 2954.316406
	Iteration 8Q: 3 clusters Score -1137767 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1137947.625000 Penalty: 2954.316406
	Iteration 9Q: 3 clusters Score -1137948 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1138048.125000 Penalty: 2954.316406
	Iteration 10Q: 3 clusters Score -1138048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1138094.500000 Penalty: 2954.316406
	Iteration 11Q: 3 clusters Score -1138094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1138124.375000 Penalty: 2954.316406
	Iteration 12Q: 3 clusters Score -1138124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1138148.375000 Penalty: 2954.316406
	Iteration 13Q: 3 clusters Score -1138148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1138160.875000 Penalty: 2954.316406
	Iteration 14Q: 3 clusters Score -1138161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1138170.750000 Penalty: 2954.316406
	Iteration 15Q: 3 clusters Score -1138171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1138178.500000 Penalty: 2954.316406
	Iteration 16Q: 3 clusters Score -1138178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1138183.125000 Penalty: 2954.316406
	Iteration 17Q: 3 clusters Score -1138183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1138184.000000 Penalty: 2954.316406
	Iteration 18Q: 3 clusters Score -1138184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1138185.375000 Penalty: 2954.316406
	Iteration 19Q: 3 clusters Score -1138185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1138186.250000 Penalty: 2954.316406
	Iteration 20F: 3 clusters Score -1138186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1138186.875000 Penalty: 2954.316406
	Iteration 21Q: 3 clusters Score -1138187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1138189.250000 Penalty: 2954.316406
	Iteration 22Q: 3 clusters Score -1138189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1138193.875000 Penalty: 2954.316406
	Iteration 23Q: 3 clusters Score -1138194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1138190.625000 Penalty: 2954.316406
	Iteration 24Q: 3 clusters Score -1138191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1138190.000000 Penalty: 2954.316406
	Iteration 25Q: 3 clusters Score -1138190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1138190.000000 Penalty: 2954.316406
	Iteration 26Q: 3 clusters Score -1138190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1138191.625000 Penalty: 2954.316406
	Iteration 27Q: 3 clusters Score -1138192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1138193.875000 Penalty: 2954.316406
	Iteration 28Q: 3 clusters Score -1138194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1138192.125000 Penalty: 2954.316406
	Iteration 29Q: 3 clusters Score -1138192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1138192.125000 Penalty: 2954.316406
	Iteration 30F: 3 clusters Score -1138192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32630.826172 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32630.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32938.285156 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32938.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33143.667969 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33143.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33293.738281 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33293.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33346.839844 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33346.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33386.828125 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33386.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33432.265625 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33432.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33460.617188 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33460.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33474.914062 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33474.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33480.742188 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33480.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33486.402344 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33493.058594 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -33493.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33493.378906 Penalty: 1983.331543
	Iteration 12Q: 3 clusters Score -33493.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33493.652344 Penalty: 1983.331543
	Iteration 13F: 3 clusters Score -33493.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33498.011719 Penalty: 1983.331543
	Iteration 14Q: 3 clusters Score -33498.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33502.406250 Penalty: 1983.331543
	Iteration 15Q: 3 clusters Score -33502.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33502.406250 Penalty: 1983.331543
	Iteration 16F: 3 clusters Score -33502.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Entering Unmasked Estep 
Score: -7030064.500000 Penalty: 1767.065186
	Iteration 0F: 2 clusters Score -7030064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6995293.500000 Penalty: 3534.130371
	Iteration 0F: 3 clusters Score -6995294 nChanged 24845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -7009325.000000 Penalty: 3534.130371
	Iteration 1F: 3 clusters Score -7009325 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -7009807.000000 Penalty: 3534.130371
	Iteration 2Q: 3 clusters Score -7009807 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7010285.000000 Penalty: 3534.130371
	Iteration 3Q: 3 clusters Score -7010285 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7010914.000000 Penalty: 3534.130371
	Iteration 4Q: 3 clusters Score -7010914 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7011574.500000 Penalty: 3534.130371
	Iteration 5Q: 3 clusters Score -7011574 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7012385.500000 Penalty: 3534.130371
	Iteration 6Q: 3 clusters Score -7012386 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -7013404.500000 Penalty: 3534.130371
	Iteration 7Q: 3 clusters Score -7013404 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -7014870.000000 Penalty: 3534.130371
	Iteration 8F: 3 clusters Score -7014870 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7016893.500000 Penalty: 3534.130371
	Iteration 9F: 3 clusters Score -7016894 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7019282.000000 Penalty: 3534.130371
	Iteration 10F: 3 clusters Score -7019282 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -7021449.500000 Penalty: 3534.130371
	Iteration 11F: 3 clusters Score -7021450 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -7022893.500000 Penalty: 3534.130371
	Iteration 12Q: 3 clusters Score -7022894 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -7023533.500000 Penalty: 3534.130371
	Iteration 13Q: 3 clusters Score -7023534 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -7023931.000000 Penalty: 3534.130371
	Iteration 14Q: 3 clusters Score -7023931 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7024275.000000 Penalty: 3534.130371
	Iteration 15Q: 3 clusters Score -7024275 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -7024548.500000 Penalty: 3534.130371
	Iteration 16Q: 3 clusters Score -7024548 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -7024793.000000 Penalty: 3534.130371
	Iteration 17Q: 3 clusters Score -7024793 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -7025046.500000 Penalty: 3534.130371
	Iteration 18Q: 3 clusters Score -7025046 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -7025235.500000 Penalty: 3534.130371
	Iteration 19Q: 3 clusters Score -7025236 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -7025413.500000 Penalty: 3534.130371
	Iteration 20F: 3 clusters Score -7025414 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -7025574.000000 Penalty: 3534.130371
	Iteration 21Q: 3 clusters Score -7025574 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -7025684.500000 Penalty: 3534.130371
	Iteration 22Q: 3 clusters Score -7025684 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -7025830.000000 Penalty: 3534.130371
	Iteration 23Q: 3 clusters Score -7025830 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7025942.500000 Penalty: 3534.130371
	Iteration 24Q: 3 clusters Score -7025942 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -7026028.000000 Penalty: 3534.130371
	Iteration 25Q: 3 clusters Score -7026028 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -7026157.500000 Penalty: 3534.130371
	Iteration 26Q: 3 clusters Score -7026158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -7026301.000000 Penalty: 3534.130371
	Iteration 27Q: 3 clusters Score -7026301 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -7026415.000000 Penalty: 3534.130371
	Iteration 28Q: 3 clusters Score -7026415 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -7026506.500000 Penalty: 3534.130371
	Iteration 29Q: 3 clusters Score -7026506 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -7026614.500000 Penalty: 3534.130371
	Iteration 30Q: 3 clusters Score -7026614 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -7026740.500000 Penalty: 3534.130371
	Iteration 31Q: 3 clusters Score -7026740 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -7026819.000000 Penalty: 3534.130371
	Iteration 32Q: 3 clusters Score -7026819 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -7026870.500000 Penalty: 3534.130371
	Iteration 33Q: 3 clusters Score -7026870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -7026926.000000 Penalty: 3534.130371
	Iteration 34Q: 3 clusters Score -7026926 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -7027018.000000 Penalty: 3534.130371
	Iteration 35Q: 3 clusters Score -7027018 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7027151.000000 Penalty: 3534.130371
	Iteration 36Q: 3 clusters Score -7027151 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -7027269.000000 Penalty: 3534.130371
	Iteration 37Q: 3 clusters Score -7027269 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -7027416.000000 Penalty: 3534.130371
	Iteration 38Q: 3 clusters Score -7027416 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -7027568.000000 Penalty: 3534.130371
	Iteration 39Q: 3 clusters Score -7027568 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -7027679.000000 Penalty: 3534.130371
	Iteration 40F: 3 clusters Score -7027679 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -7027786.000000 Penalty: 3534.130371
	Iteration 41Q: 3 clusters Score -7027786 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7027921.000000 Penalty: 3534.130371
	Iteration 42Q: 3 clusters Score -7027921 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7028067.500000 Penalty: 3534.130371
	Iteration 43Q: 3 clusters Score -7028068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7028153.500000 Penalty: 3534.130371
	Iteration 44Q: 3 clusters Score -7028154 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7028253.000000 Penalty: 3534.130371
	Iteration 45Q: 3 clusters Score -7028253 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7028320.000000 Penalty: 3534.130371
	Iteration 46Q: 3 clusters Score -7028320 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7028407.500000 Penalty: 3534.130371
	Iteration 47Q: 3 clusters Score -7028408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7028475.000000 Penalty: 3534.130371
	Iteration 48Q: 3 clusters Score -7028475 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7028534.000000 Penalty: 3534.130371
	Iteration 49Q: 3 clusters Score -7028534 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7028564.500000 Penalty: 3534.130371
	Iteration 50Q: 3 clusters Score -7028564 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7028592.000000 Penalty: 3534.130371
	Iteration 51Q: 3 clusters Score -7028592 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7028627.000000 Penalty: 3534.130371
	Iteration 52Q: 3 clusters Score -7028627 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7028647.000000 Penalty: 3534.130371
	Iteration 53Q: 3 clusters Score -7028647 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7028702.500000 Penalty: 3534.130371
	Iteration 54Q: 3 clusters Score -7028702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7028709.000000 Penalty: 3534.130371
	Iteration 55Q: 3 clusters Score -7028709 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7028724.500000 Penalty: 3534.130371
	Iteration 56Q: 3 clusters Score -7028724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7028763.500000 Penalty: 3534.130371
	Iteration 57Q: 3 clusters Score -7028764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7028770.500000 Penalty: 3534.130371
	Iteration 58Q: 3 clusters Score -7028770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7028791.000000 Penalty: 3534.130371
	Iteration 59Q: 3 clusters Score -7028791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7028797.000000 Penalty: 3534.130371
	Iteration 60F: 3 clusters Score -7028797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7028810.000000 Penalty: 3534.130371
	Iteration 61Q: 3 clusters Score -7028810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7028809.000000 Penalty: 3534.130371
	Iteration 62Q: 3 clusters Score -7028809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7028809.500000 Penalty: 3534.130371
	Iteration 63Q: 3 clusters Score -7028810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7028816.000000 Penalty: 3534.130371
	Iteration 64Q: 3 clusters Score -7028816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7028821.000000 Penalty: 3534.130371
	Iteration 65Q: 3 clusters Score -7028821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7028836.500000 Penalty: 3534.130371
	Iteration 66Q: 3 clusters Score -7028836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7028835.500000 Penalty: 3534.130371
	Iteration 67Q: 3 clusters Score -7028836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7028838.000000 Penalty: 3534.130371
	Iteration 68Q: 3 clusters Score -7028838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7028843.000000 Penalty: 3534.130371
	Iteration 69Q: 3 clusters Score -7028843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7028842.500000 Penalty: 3534.130371
	Iteration 70Q: 3 clusters Score -7028842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7028841.000000 Penalty: 3534.130371
	Iteration 71Q: 3 clusters Score -7028841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7028854.000000 Penalty: 3534.130371
	Iteration 72Q: 3 clusters Score -7028854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7028863.000000 Penalty: 3534.130371
	Iteration 73Q: 3 clusters Score -7028863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7028862.500000 Penalty: 3534.130371
	Iteration 74Q: 3 clusters Score -7028862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7028865.500000 Penalty: 3534.130371
	Iteration 75Q: 3 clusters Score -7028866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7028877.000000 Penalty: 3534.130371
	Iteration 76Q: 3 clusters Score -7028877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7028874.500000 Penalty: 3534.130371
	Iteration 77Q: 3 clusters Score -7028874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7028874.000000 Penalty: 3534.130371
	Iteration 78Q: 3 clusters Score -7028874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7028873.000000 Penalty: 3534.130371
	Iteration 79Q: 3 clusters Score -7028873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7028880.500000 Penalty: 3534.130371
	Iteration 80F: 3 clusters Score -7028880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7028885.000000 Penalty: 3534.130371
	Iteration 81Q: 3 clusters Score -7028885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7028879.500000 Penalty: 3534.130371
	Iteration 82Q: 3 clusters Score -7028880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7028878.500000 Penalty: 3534.130371
	Iteration 83Q: 3 clusters Score -7028878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7028887.000000 Penalty: 3534.130371
	Iteration 84Q: 3 clusters Score -7028887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7028885.500000 Penalty: 3534.130371
	Iteration 85Q: 3 clusters Score -7028886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7028885.000000 Penalty: 3534.130371
	Iteration 86Q: 3 clusters Score -7028885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7028880.500000 Penalty: 3534.130371
	Iteration 87Q: 3 clusters Score -7028880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7028881.500000 Penalty: 3534.130371
	Iteration 88Q: 3 clusters Score -7028882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7028881.500000 Penalty: 3534.130371
	Iteration 89Q: 3 clusters Score -7028882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7028881.000000 Penalty: 3534.130371
	Iteration 90Q: 3 clusters Score -7028881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7028882.000000 Penalty: 3534.130371
	Iteration 91Q: 3 clusters Score -7028882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7028883.000000 Penalty: 3534.130371
	Iteration 92Q: 3 clusters Score -7028883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7028878.000000 Penalty: 3534.130371
	Iteration 93Q: 3 clusters Score -7028878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7028882.500000 Penalty: 3534.130371
	Iteration 94Q: 3 clusters Score -7028882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7028882.500000 Penalty: 3534.130371
	Iteration 95F: 3 clusters Score -7028882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -113305.031250 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -113305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111930.367188 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -111930.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112204.460938 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -112204.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112305.109375 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -112305.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112392.421875 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -112392.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112461.992188 Penalty: 2231.414551
	Iteration 4F: 3 clusters Score -112462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112520.312500 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -112520.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112592.968750 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -112593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112653.351562 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -112653.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112690.828125 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -112690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112717.625000 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -112717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112733.085938 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -112733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112745.343750 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -112745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112760.492188 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -112760.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112788.820312 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -112788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112806.656250 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -112806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112814.250000 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -112814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112816.796875 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -112816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112827.960938 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -112828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112828.351562 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -112828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112828.859375 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -112828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112833.226562 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -112833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112840.625000 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -112840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112849.429688 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -112849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112859.773438 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -112859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112862.382812 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -112862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112864.585938 Penalty: 2231.414551
	Iteration 25Q: 3 clusters Score -112864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112867.039062 Penalty: 2231.414551
	Iteration 26Q: 3 clusters Score -112867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112867.765625 Penalty: 2231.414551
	Iteration 27Q: 3 clusters Score -112867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112867.765625 Penalty: 2231.414551
	Iteration 28F: 3 clusters Score -112867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -72752.812500 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -72752.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71619.453125 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -71619.45 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71822.218750 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -71822.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71902.781250 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -71902.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71936.031250 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -71936.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71960.750000 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -71960.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71978.859375 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -71978.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71997.101562 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -71997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72013.968750 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -72013.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72025.625000 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -72025.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72040.531250 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -72040.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72065.054688 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -72065.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72085.960938 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -72085.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72108.257812 Penalty: 2099.468994
	Iteration 12Q: 3 clusters Score -72108.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72121.218750 Penalty: 2099.468994
	Iteration 13Q: 3 clusters Score -72121.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72123.890625 Penalty: 2099.468994
	Iteration 14Q: 3 clusters Score -72123.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72125.601562 Penalty: 2099.468994
	Iteration 15Q: 3 clusters Score -72125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72125.804688 Penalty: 2099.468994
	Iteration 16Q: 3 clusters Score -72125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72125.804688 Penalty: 2099.468994
	Iteration 17F: 3 clusters Score -72125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -1162434.625000 Penalty: 1480.549316
	Iteration 0F: 2 clusters Score -1162435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1155794.375000 Penalty: 2961.098633
	Iteration 0F: 3 clusters Score -1155794 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1158051.500000 Penalty: 2961.098633
	Iteration 1F: 3 clusters Score -1158052 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1158386.125000 Penalty: 2961.098633
	Iteration 2F: 3 clusters Score -1158386 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1158668.250000 Penalty: 2961.098633
	Iteration 3F: 3 clusters Score -1158668 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1158941.750000 Penalty: 2961.098633
	Iteration 4F: 3 clusters Score -1158942 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1159202.625000 Penalty: 2961.098633
	Iteration 5F: 3 clusters Score -1159203 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1159474.375000 Penalty: 2961.098633
	Iteration 6Q: 3 clusters Score -1159474 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1159803.625000 Penalty: 2961.098633
	Iteration 7Q: 3 clusters Score -1159804 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1160160.875000 Penalty: 2961.098633
	Iteration 8Q: 3 clusters Score -1160161 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1160464.125000 Penalty: 2961.098633
	Iteration 9Q: 3 clusters Score -1160464 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1160702.375000 Penalty: 2961.098633
	Iteration 10Q: 3 clusters Score -1160702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1160843.250000 Penalty: 2961.098633
	Iteration 11Q: 3 clusters Score -1160843 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1160929.500000 Penalty: 2961.098633
	Iteration 12Q: 3 clusters Score -1160930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1160985.625000 Penalty: 2961.098633
	Iteration 13Q: 3 clusters Score -1160986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1161024.000000 Penalty: 2961.098633
	Iteration 14Q: 3 clusters Score -1161024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1161052.250000 Penalty: 2961.098633
	Iteration 15Q: 3 clusters Score -1161052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1161080.750000 Penalty: 2961.098633
	Iteration 16Q: 3 clusters Score -1161081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1161092.750000 Penalty: 2961.098633
	Iteration 17Q: 3 clusters Score -1161093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1161100.875000 Penalty: 2961.098633
	Iteration 18Q: 3 clusters Score -1161101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1161111.000000 Penalty: 2961.098633
	Iteration 19Q: 3 clusters Score -1161111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1161118.625000 Penalty: 2961.098633
	Iteration 20F: 3 clusters Score -1161119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1161122.875000 Penalty: 2961.098633
	Iteration 21Q: 3 clusters Score -1161123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1161129.875000 Penalty: 2961.098633
	Iteration 22Q: 3 clusters Score -1161130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1161137.625000 Penalty: 2961.098633
	Iteration 23Q: 3 clusters Score -1161138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1161146.250000 Penalty: 2961.098633
	Iteration 24Q: 3 clusters Score -1161146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1161154.875000 Penalty: 2961.098633
	Iteration 25Q: 3 clusters Score -1161155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1161161.500000 Penalty: 2961.098633
	Iteration 26Q: 3 clusters Score -1161162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1161171.250000 Penalty: 2961.098633
	Iteration 27Q: 3 clusters Score -1161171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1161174.500000 Penalty: 2961.098633
	Iteration 28Q: 3 clusters Score -1161174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1161178.250000 Penalty: 2961.098633
	Iteration 29Q: 3 clusters Score -1161178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1161181.625000 Penalty: 2961.098633
	Iteration 30Q: 3 clusters Score -1161182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1161182.625000 Penalty: 2961.098633
	Iteration 31Q: 3 clusters Score -1161183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1161185.375000 Penalty: 2961.098633
	Iteration 32Q: 3 clusters Score -1161185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1161190.875000 Penalty: 2961.098633
	Iteration 33Q: 3 clusters Score -1161191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1161196.375000 Penalty: 2961.098633
	Iteration 34Q: 3 clusters Score -1161196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1161200.625000 Penalty: 2961.098633
	Iteration 35Q: 3 clusters Score -1161201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1161206.750000 Penalty: 2961.098633
	Iteration 36Q: 3 clusters Score -1161207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1161211.000000 Penalty: 2961.098633
	Iteration 37Q: 3 clusters Score -1161211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1161213.625000 Penalty: 2961.098633
	Iteration 38Q: 3 clusters Score -1161214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1161217.000000 Penalty: 2961.098633
	Iteration 39Q: 3 clusters Score -1161217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1161218.125000 Penalty: 2961.098633
	Iteration 40F: 3 clusters Score -1161218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1161221.000000 Penalty: 2961.098633
	Iteration 41Q: 3 clusters Score -1161221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1161222.625000 Penalty: 2961.098633
	Iteration 42Q: 3 clusters Score -1161223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1161223.625000 Penalty: 2961.098633
	Iteration 43Q: 3 clusters Score -1161224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1161227.500000 Penalty: 2961.098633
	Iteration 44Q: 3 clusters Score -1161228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1161228.375000 Penalty: 2961.098633
	Iteration 45Q: 3 clusters Score -1161228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1161227.875000 Penalty: 2961.098633
	Iteration 46Q: 3 clusters Score -1161228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1161228.125000 Penalty: 2961.098633
	Iteration 47Q: 3 clusters Score -1161228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1161227.500000 Penalty: 2961.098633
	Iteration 48Q: 3 clusters Score -1161228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1161228.625000 Penalty: 2961.098633
	Iteration 49Q: 3 clusters Score -1161229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1161228.375000 Penalty: 2961.098633
	Iteration 50Q: 3 clusters Score -1161228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1161230.500000 Penalty: 2961.098633
	Iteration 51Q: 3 clusters Score -1161230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1161228.875000 Penalty: 2961.098633
	Iteration 52Q: 3 clusters Score -1161229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1161233.125000 Penalty: 2961.098633
	Iteration 53Q: 3 clusters Score -1161233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1161233.000000 Penalty: 2961.098633
	Iteration 54Q: 3 clusters Score -1161233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1161231.375000 Penalty: 2961.098633
	Iteration 55Q: 3 clusters Score -1161231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1161233.500000 Penalty: 2961.098633
	Iteration 56Q: 3 clusters Score -1161234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1161231.000000 Penalty: 2961.098633
	Iteration 57Q: 3 clusters Score -1161231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1161234.375000 Penalty: 2961.098633
	Iteration 58Q: 3 clusters Score -1161234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1161236.250000 Penalty: 2961.098633
	Iteration 59Q: 3 clusters Score -1161236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1161236.250000 Penalty: 2961.098633
	Iteration 60F: 3 clusters Score -1161236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -45035.054688 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -45035.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44129.937500 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -44129.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44300.824219 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -44300.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44416.386719 Penalty: 1915.680908
	Iteration 2F: 3 clusters Score -44416.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44464.242188 Penalty: 1915.680908
	Iteration 3F: 3 clusters Score -44464.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44483.183594 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -44483.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44494.707031 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -44494.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44497.949219 Penalty: 1915.680908
	Iteration 6Q: 3 clusters Score -44497.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44500.488281 Penalty: 1915.680908
	Iteration 7Q: 3 clusters Score -44500.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44500.488281 Penalty: 1915.680908
	Iteration 8F: 3 clusters Score -44500.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2675455.750000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675456 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2679626.750000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679627 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2680144.750000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2680145 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2680714.750000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2680715 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2681389.500000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2681390 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2682154.000000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2682154 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2682983.750000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2682984 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2683891.750000 Penalty: 3157.155029
	Iteration 7F: 3 clusters Score -2683892 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2684731.250000 Penalty: 3157.155029
	Iteration 8F: 3 clusters Score -2684731 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2685291.000000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2685291 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2685609.750000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2685610 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2685716.000000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2685716 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2685785.750000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2685786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2685820.750000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2685821 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2685849.250000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2685849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2685859.250000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2685859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2685873.250000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2685873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2685888.000000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2685888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2685898.500000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2685898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2685903.250000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2685903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2685909.250000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2685909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2685911.500000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2685912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2685913.250000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2685913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2685914.250000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2685914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2685923.500000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2685924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2685934.250000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -2685934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2685939.250000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -2685939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2685948.250000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -2685948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2685954.750000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -2685955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2685961.250000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -2685961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2685958.500000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -2685958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2685970.000000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -2685970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2685971.250000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -2685971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2685983.750000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -2685984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2685986.000000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -2685986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2685990.500000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -2685990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2685987.500000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -2685988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2685987.750000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -2685988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2685990.750000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -2685991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2686000.250000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -2686000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2686001.250000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -2686001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2686001.500000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -2686002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2686013.500000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -2686014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2686004.000000 Penalty: 3157.155029
	Iteration 43Q: 3 clusters Score -2686004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2686009.000000 Penalty: 3157.155029
	Iteration 44Q: 3 clusters Score -2686009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2686013.750000 Penalty: 3157.155029
	Iteration 45Q: 3 clusters Score -2686014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2686025.750000 Penalty: 3157.155029
	Iteration 46Q: 3 clusters Score -2686026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2686025.250000 Penalty: 3157.155029
	Iteration 47Q: 3 clusters Score -2686025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2686033.250000 Penalty: 3157.155029
	Iteration 48Q: 3 clusters Score -2686033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2686037.250000 Penalty: 3157.155029
	Iteration 49Q: 3 clusters Score -2686037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2686047.000000 Penalty: 3157.155029
	Iteration 50Q: 3 clusters Score -2686047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2686051.000000 Penalty: 3157.155029
	Iteration 51Q: 3 clusters Score -2686051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2686055.750000 Penalty: 3157.155029
	Iteration 52Q: 3 clusters Score -2686056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2686061.250000 Penalty: 3157.155029
	Iteration 53Q: 3 clusters Score -2686061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2686075.500000 Penalty: 3157.155029
	Iteration 54Q: 3 clusters Score -2686076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2686086.500000 Penalty: 3157.155029
	Iteration 55Q: 3 clusters Score -2686086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2686096.250000 Penalty: 3157.155029
	Iteration 56Q: 3 clusters Score -2686096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2686104.250000 Penalty: 3157.155029
	Iteration 57Q: 3 clusters Score -2686104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2686120.250000 Penalty: 3157.155029
	Iteration 58Q: 3 clusters Score -2686120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2686128.500000 Penalty: 3157.155029
	Iteration 59Q: 3 clusters Score -2686128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2686131.000000 Penalty: 3157.155029
	Iteration 60F: 3 clusters Score -2686131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2686138.500000 Penalty: 3157.155029
	Iteration 61Q: 3 clusters Score -2686138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2686143.000000 Penalty: 3157.155029
	Iteration 62Q: 3 clusters Score -2686143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2686140.250000 Penalty: 3157.155029
	Iteration 63Q: 3 clusters Score -2686140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2686144.500000 Penalty: 3157.155029
	Iteration 64Q: 3 clusters Score -2686144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2686149.250000 Penalty: 3157.155029
	Iteration 65Q: 3 clusters Score -2686149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2686151.750000 Penalty: 3157.155029
	Iteration 66Q: 3 clusters Score -2686152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2686156.000000 Penalty: 3157.155029
	Iteration 67Q: 3 clusters Score -2686156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2686160.000000 Penalty: 3157.155029
	Iteration 68Q: 3 clusters Score -2686160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2686156.000000 Penalty: 3157.155029
	Iteration 69Q: 3 clusters Score -2686156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2686160.250000 Penalty: 3157.155029
	Iteration 70Q: 3 clusters Score -2686160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2686168.000000 Penalty: 3157.155029
	Iteration 71Q: 3 clusters Score -2686168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2686179.500000 Penalty: 3157.155029
	Iteration 72Q: 3 clusters Score -2686180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2686190.750000 Penalty: 3157.155029
	Iteration 73Q: 3 clusters Score -2686191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2686205.500000 Penalty: 3157.155029
	Iteration 74Q: 3 clusters Score -2686206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2686206.250000 Penalty: 3157.155029
	Iteration 75Q: 3 clusters Score -2686206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2686221.250000 Penalty: 3157.155029
	Iteration 76Q: 3 clusters Score -2686221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2686224.500000 Penalty: 3157.155029
	Iteration 77Q: 3 clusters Score -2686224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2686227.500000 Penalty: 3157.155029
	Iteration 78Q: 3 clusters Score -2686228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2686234.250000 Penalty: 3157.155029
	Iteration 79Q: 3 clusters Score -2686234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2686238.750000 Penalty: 3157.155029
	Iteration 80F: 3 clusters Score -2686239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2686257.000000 Penalty: 3157.155029
	Iteration 81Q: 3 clusters Score -2686257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2686260.750000 Penalty: 3157.155029
	Iteration 82Q: 3 clusters Score -2686261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2686269.500000 Penalty: 3157.155029
	Iteration 83Q: 3 clusters Score -2686270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2686284.500000 Penalty: 3157.155029
	Iteration 84Q: 3 clusters Score -2686284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2686292.250000 Penalty: 3157.155029
	Iteration 85Q: 3 clusters Score -2686292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2686312.500000 Penalty: 3157.155029
	Iteration 86Q: 3 clusters Score -2686312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2686312.000000 Penalty: 3157.155029
	Iteration 87Q: 3 clusters Score -2686312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2686327.500000 Penalty: 3157.155029
	Iteration 88Q: 3 clusters Score -2686328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2686347.750000 Penalty: 3157.155029
	Iteration 89Q: 3 clusters Score -2686348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2686358.750000 Penalty: 3157.155029
	Iteration 90Q: 3 clusters Score -2686359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2686382.750000 Penalty: 3157.155029
	Iteration 91Q: 3 clusters Score -2686383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2686406.000000 Penalty: 3157.155029
	Iteration 92Q: 3 clusters Score -2686406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2686431.000000 Penalty: 3157.155029
	Iteration 93Q: 3 clusters Score -2686431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2686452.500000 Penalty: 3157.155029
	Iteration 94Q: 3 clusters Score -2686452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2686486.750000 Penalty: 3157.155029
	Iteration 95Q: 3 clusters Score -2686487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2686506.250000 Penalty: 3157.155029
	Iteration 96Q: 3 clusters Score -2686506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2686523.000000 Penalty: 3157.155029
	Iteration 97Q: 3 clusters Score -2686523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2686547.500000 Penalty: 3157.155029
	Iteration 98Q: 3 clusters Score -2686548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2686560.500000 Penalty: 3157.155029
	Iteration 99Q: 3 clusters Score -2686560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2686576.250000 Penalty: 3157.155029
	Iteration 100F: 3 clusters Score -2686576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2686588.250000 Penalty: 3157.155029
	Iteration 101Q: 3 clusters Score -2686588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2686603.000000 Penalty: 3157.155029
	Iteration 102Q: 3 clusters Score -2686603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2686619.000000 Penalty: 3157.155029
	Iteration 103Q: 3 clusters Score -2686619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2686638.750000 Penalty: 3157.155029
	Iteration 104Q: 3 clusters Score -2686639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2686655.500000 Penalty: 3157.155029
	Iteration 105Q: 3 clusters Score -2686656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2686655.250000 Penalty: 3157.155029
	Iteration 106Q: 3 clusters Score -2686655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2686659.500000 Penalty: 3157.155029
	Iteration 107Q: 3 clusters Score -2686660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2686666.500000 Penalty: 3157.155029
	Iteration 108Q: 3 clusters Score -2686666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2686676.250000 Penalty: 3157.155029
	Iteration 109Q: 3 clusters Score -2686676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2686682.000000 Penalty: 3157.155029
	Iteration 110Q: 3 clusters Score -2686682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2686689.500000 Penalty: 3157.155029
	Iteration 111Q: 3 clusters Score -2686690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2686699.250000 Penalty: 3157.155029
	Iteration 112Q: 3 clusters Score -2686699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2686709.500000 Penalty: 3157.155029
	Iteration 113Q: 3 clusters Score -2686710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2686709.750000 Penalty: 3157.155029
	Iteration 114Q: 3 clusters Score -2686710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2686714.750000 Penalty: 3157.155029
	Iteration 115Q: 3 clusters Score -2686715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2686715.750000 Penalty: 3157.155029
	Iteration 116Q: 3 clusters Score -2686716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2686722.000000 Penalty: 3157.155029
	Iteration 117Q: 3 clusters Score -2686722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2686729.750000 Penalty: 3157.155029
	Iteration 118Q: 3 clusters Score -2686730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2686730.500000 Penalty: 3157.155029
	Iteration 119Q: 3 clusters Score -2686730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2686734.750000 Penalty: 3157.155029
	Iteration 120F: 3 clusters Score -2686735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2686744.500000 Penalty: 3157.155029
	Iteration 121Q: 3 clusters Score -2686744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2686746.500000 Penalty: 3157.155029
	Iteration 122Q: 3 clusters Score -2686746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2686747.750000 Penalty: 3157.155029
	Iteration 123Q: 3 clusters Score -2686748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2686757.500000 Penalty: 3157.155029
	Iteration 124Q: 3 clusters Score -2686758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2686757.000000 Penalty: 3157.155029
	Iteration 125Q: 3 clusters Score -2686757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2686757.750000 Penalty: 3157.155029
	Iteration 126Q: 3 clusters Score -2686758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2686759.750000 Penalty: 3157.155029
	Iteration 127Q: 3 clusters Score -2686760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2686757.000000 Penalty: 3157.155029
	Iteration 128Q: 3 clusters Score -2686757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2686757.750000 Penalty: 3157.155029
	Iteration 129Q: 3 clusters Score -2686758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2686757.500000 Penalty: 3157.155029
	Iteration 130Q: 3 clusters Score -2686758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2686756.750000 Penalty: 3157.155029
	Iteration 131Q: 3 clusters Score -2686757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2686760.000000 Penalty: 3157.155029
	Iteration 132Q: 3 clusters Score -2686760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2686758.250000 Penalty: 3157.155029
	Iteration 133Q: 3 clusters Score -2686758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2686755.750000 Penalty: 3157.155029
	Iteration 134Q: 3 clusters Score -2686756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2686756.750000 Penalty: 3157.155029
	Iteration 135Q: 3 clusters Score -2686757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2686756.250000 Penalty: 3157.155029
	Iteration 136Q: 3 clusters Score -2686756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2686759.750000 Penalty: 3157.155029
	Iteration 137Q: 3 clusters Score -2686760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2686759.750000 Penalty: 3157.155029
	Iteration 138F: 3 clusters Score -2686760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 2729 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Mstep: Class 47 contains 13824 members 
Entering Unmasked Estep 
Score: -85984096.000000 Penalty: 102362.921875
Splitting cluster 30 changes total score from -85984648.000000 to -85984096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (54390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Entering Unmasked Estep 
Score: -7273927.000000 Penalty: 1771.889526
	Iteration 0F: 2 clusters Score -7273927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -7238426.500000 Penalty: 3543.779053
	Iteration 0F: 3 clusters Score -7238426 nChanged 25508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7252935.000000 Penalty: 3543.779053
	Iteration 1F: 3 clusters Score -7252935 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -7253594.000000 Penalty: 3543.779053
	Iteration 2Q: 3 clusters Score -7253594 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -7254427.500000 Penalty: 3543.779053
	Iteration 3Q: 3 clusters Score -7254428 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -7255523.000000 Penalty: 3543.779053
	Iteration 4Q: 3 clusters Score -7255523 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -7257229.000000 Penalty: 3543.779053
	Iteration 5F: 3 clusters Score -7257229 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -7259774.000000 Penalty: 3543.779053
	Iteration 6F: 3 clusters Score -7259774 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -7262549.000000 Penalty: 3543.779053
	Iteration 7F: 3 clusters Score -7262549 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -7265374.000000 Penalty: 3543.779053
	Iteration 8F: 3 clusters Score -7265374 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7268011.500000 Penalty: 3543.779053
	Iteration 9Q: 3 clusters Score -7268012 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -7269797.000000 Penalty: 3543.779053
	Iteration 10Q: 3 clusters Score -7269797 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7270634.000000 Penalty: 3543.779053
	Iteration 11Q: 3 clusters Score -7270634 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7271059.500000 Penalty: 3543.779053
	Iteration 12Q: 3 clusters Score -7271060 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7271258.000000 Penalty: 3543.779053
	Iteration 13Q: 3 clusters Score -7271258 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7271383.000000 Penalty: 3543.779053
	Iteration 14Q: 3 clusters Score -7271383 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7271497.000000 Penalty: 3543.779053
	Iteration 15Q: 3 clusters Score -7271497 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7271578.500000 Penalty: 3543.779053
	Iteration 16Q: 3 clusters Score -7271578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7271644.000000 Penalty: 3543.779053
	Iteration 17Q: 3 clusters Score -7271644 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7271695.500000 Penalty: 3543.779053
	Iteration 18Q: 3 clusters Score -7271696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7271762.000000 Penalty: 3543.779053
	Iteration 19Q: 3 clusters Score -7271762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7271785.500000 Penalty: 3543.779053
	Iteration 20F: 3 clusters Score -7271786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7271823.000000 Penalty: 3543.779053
	Iteration 21Q: 3 clusters Score -7271823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7271836.000000 Penalty: 3543.779053
	Iteration 22Q: 3 clusters Score -7271836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7271859.500000 Penalty: 3543.779053
	Iteration 23Q: 3 clusters Score -7271860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7271852.000000 Penalty: 3543.779053
	Iteration 24Q: 3 clusters Score -7271852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7271874.000000 Penalty: 3543.779053
	Iteration 25Q: 3 clusters Score -7271874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7271881.000000 Penalty: 3543.779053
	Iteration 26Q: 3 clusters Score -7271881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7271885.500000 Penalty: 3543.779053
	Iteration 27Q: 3 clusters Score -7271886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7271897.000000 Penalty: 3543.779053
	Iteration 28Q: 3 clusters Score -7271897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7271911.000000 Penalty: 3543.779053
	Iteration 29Q: 3 clusters Score -7271911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -7271899.500000 Penalty: 3543.779053
	Iteration 30Q: 3 clusters Score -7271900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7271905.000000 Penalty: 3543.779053
	Iteration 31Q: 3 clusters Score -7271905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7271916.000000 Penalty: 3543.779053
	Iteration 32Q: 3 clusters Score -7271916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7271909.000000 Penalty: 3543.779053
	Iteration 33Q: 3 clusters Score -7271909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7271912.500000 Penalty: 3543.779053
	Iteration 34Q: 3 clusters Score -7271912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7271911.500000 Penalty: 3543.779053
	Iteration 35Q: 3 clusters Score -7271912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7271913.000000 Penalty: 3543.779053
	Iteration 36Q: 3 clusters Score -7271913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7271911.000000 Penalty: 3543.779053
	Iteration 37Q: 3 clusters Score -7271911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7271912.500000 Penalty: 3543.779053
	Iteration 38Q: 3 clusters Score -7271912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7271916.500000 Penalty: 3543.779053
	Iteration 39Q: 3 clusters Score -7271916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7271923.500000 Penalty: 3543.779053
	Iteration 40F: 3 clusters Score -7271924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7271914.000000 Penalty: 3543.779053
	Iteration 41Q: 3 clusters Score -7271914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7271918.000000 Penalty: 3543.779053
	Iteration 42Q: 3 clusters Score -7271918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7271919.000000 Penalty: 3543.779053
	Iteration 43Q: 3 clusters Score -7271919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7271919.000000 Penalty: 3543.779053
	Iteration 44F: 3 clusters Score -7271919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15783.325195 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15783.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15883.912109 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15883.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15949.640625 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -15949.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15982.663086 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -15982.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15995.168945 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -15995.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16022.665039 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16022.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16045.568359 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16045.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16052.059570 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16052.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16052.059570 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -16052.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26632.236328 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26632.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26897.681641 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26897.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26986.320312 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26986.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27032.429688 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -27032.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27047.937500 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -27047.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27051.958984 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -27051.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27051.958984 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -27051.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -205844.671875 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -205844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -203972.453125 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -203972.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204361.156250 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -204361.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204484.875000 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -204484.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204564.187500 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -204564.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204631.187500 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -204631.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204674.718750 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -204674.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -204712.359375 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -204712.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -204748.640625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -204748.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -204777.859375 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -204777.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204800.406250 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -204800.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -204820.843750 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -204820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -204837.296875 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -204837.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -204861.296875 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -204861.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204885.875000 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -204885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -204904.375000 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -204904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -204913.906250 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -204913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204923.937500 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -204923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204933.968750 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -204934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204942.421875 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -204942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204952.250000 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -204952.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204960.046875 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -204960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -204969.250000 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -204969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -204978.593750 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -204978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -204984.453125 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -204984.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204990.890625 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -204990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204995.250000 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -204995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -205007.125000 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -205007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -205010.703125 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -205010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -205014.437500 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -205014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -205018.453125 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -205018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -205020.546875 Penalty: 2406.983398
	Iteration 30Q: 3 clusters Score -205020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -205022.093750 Penalty: 2406.983398
	Iteration 31Q: 3 clusters Score -205022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -205022.796875 Penalty: 2406.983398
	Iteration 32Q: 3 clusters Score -205022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -205022.796875 Penalty: 2406.983398
	Iteration 33F: 3 clusters Score -205022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67737.093750 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67737.09 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -67878.546875 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67878.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67926.304688 Penalty: 1927.979736
	Iteration 2Q: 3 clusters Score -67926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67940.648438 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67940.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67951.445312 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -67951.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67952.460938 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -67952.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67954.101562 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -67954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -67955.000000 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -67955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67965.710938 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -67965.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -67976.578125 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -67976.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -67984.960938 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -67984.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -67996.132812 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -67996.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -68004.718750 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -68004.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -68021.484375 Penalty: 1927.979736
	Iteration 13Q: 3 clusters Score -68021.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68034.015625 Penalty: 1927.979736
	Iteration 14Q: 3 clusters Score -68034.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -68052.156250 Penalty: 1927.979736
	Iteration 15Q: 3 clusters Score -68052.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -68072.351562 Penalty: 1927.979736
	Iteration 16Q: 3 clusters Score -68072.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68078.750000 Penalty: 1927.979736
	Iteration 17Q: 3 clusters Score -68078.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -68082.679688 Penalty: 1927.979736
	Iteration 18Q: 3 clusters Score -68082.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -68086.742188 Penalty: 1927.979736
	Iteration 19Q: 3 clusters Score -68086.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -68086.742188 Penalty: 1927.979736
	Iteration 20F: 3 clusters Score -68086.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6494.380859 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6494.381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6594.233398 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6594.233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6612.947266 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6612.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6616.908691 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6616.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6653.434082 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6653.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6660.422363 Penalty: 1657.456543
	Iteration 5Q: 3 clusters Score -6660.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6660.422363 Penalty: 1657.456543
	Iteration 6F: 3 clusters Score -6660.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -24648.576172 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -24648.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23875.361328 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -23875.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23958.480469 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -23958.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23985.417969 Penalty: 1768.785767
	Iteration 2Q: 3 clusters Score -23985.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24023.708984 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -24023.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24038.230469 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -24038.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24038.230469 Penalty: 1768.785767
	Iteration 5F: 3 clusters Score -24038.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83773.382812 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83773.38 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84072.000000 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -84072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84246.703125 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84373.531250 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -84373.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84438.906250 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84438.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84470.375000 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84470.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84507.898438 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84542.796875 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84542.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84566.406250 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84566.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84574.328125 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84574.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84574.328125 Penalty: 2100.991211
	Iteration 10F: 3 clusters Score -84574.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Entering Unmasked Estep 
Score: -3295649.250000 Penalty: 1648.406372
	Iteration 0F: 2 clusters Score -3295649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3278392.250000 Penalty: 3296.812744
	Iteration 0F: 3 clusters Score -3278392 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3284879.250000 Penalty: 3296.812744
	Iteration 1F: 3 clusters Score -3284879 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3285566.000000 Penalty: 3296.812744
	Iteration 2F: 3 clusters Score -3285566 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3286337.750000 Penalty: 3296.812744
	Iteration 3F: 3 clusters Score -3286338 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3287257.000000 Penalty: 3296.812744
	Iteration 4F: 3 clusters Score -3287257 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3288371.000000 Penalty: 3296.812744
	Iteration 5F: 3 clusters Score -3288371 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3289630.250000 Penalty: 3296.812744
	Iteration 6F: 3 clusters Score -3289630 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3290928.500000 Penalty: 3296.812744
	Iteration 7F: 3 clusters Score -3290928 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3292069.000000 Penalty: 3296.812744
	Iteration 8F: 3 clusters Score -3292069 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3292910.500000 Penalty: 3296.812744
	Iteration 9Q: 3 clusters Score -3292910 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3293453.000000 Penalty: 3296.812744
	Iteration 10Q: 3 clusters Score -3293453 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3293778.000000 Penalty: 3296.812744
	Iteration 11Q: 3 clusters Score -3293778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3293953.500000 Penalty: 3296.812744
	Iteration 12Q: 3 clusters Score -3293954 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3294061.750000 Penalty: 3296.812744
	Iteration 13Q: 3 clusters Score -3294062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3294118.250000 Penalty: 3296.812744
	Iteration 14Q: 3 clusters Score -3294118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3294151.250000 Penalty: 3296.812744
	Iteration 15Q: 3 clusters Score -3294151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3294178.250000 Penalty: 3296.812744
	Iteration 16Q: 3 clusters Score -3294178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3294198.750000 Penalty: 3296.812744
	Iteration 17Q: 3 clusters Score -3294199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3294212.750000 Penalty: 3296.812744
	Iteration 18Q: 3 clusters Score -3294213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3294225.750000 Penalty: 3296.812744
	Iteration 19Q: 3 clusters Score -3294226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3294229.500000 Penalty: 3296.812744
	Iteration 20F: 3 clusters Score -3294230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3294234.000000 Penalty: 3296.812744
	Iteration 21Q: 3 clusters Score -3294234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3294237.000000 Penalty: 3296.812744
	Iteration 22Q: 3 clusters Score -3294237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3294240.500000 Penalty: 3296.812744
	Iteration 23Q: 3 clusters Score -3294240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3294242.750000 Penalty: 3296.812744
	Iteration 24Q: 3 clusters Score -3294243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3294246.000000 Penalty: 3296.812744
	Iteration 25Q: 3 clusters Score -3294246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3294253.000000 Penalty: 3296.812744
	Iteration 26Q: 3 clusters Score -3294253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3294256.250000 Penalty: 3296.812744
	Iteration 27Q: 3 clusters Score -3294256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3294259.750000 Penalty: 3296.812744
	Iteration 28Q: 3 clusters Score -3294260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3294261.500000 Penalty: 3296.812744
	Iteration 29Q: 3 clusters Score -3294262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3294277.750000 Penalty: 3296.812744
	Iteration 30Q: 3 clusters Score -3294278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3294281.250000 Penalty: 3296.812744
	Iteration 31Q: 3 clusters Score -3294281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3294285.500000 Penalty: 3296.812744
	Iteration 32Q: 3 clusters Score -3294286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3294288.500000 Penalty: 3296.812744
	Iteration 33Q: 3 clusters Score -3294288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3294289.000000 Penalty: 3296.812744
	Iteration 34Q: 3 clusters Score -3294289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3294294.000000 Penalty: 3296.812744
	Iteration 35Q: 3 clusters Score -3294294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3294290.750000 Penalty: 3296.812744
	Iteration 36Q: 3 clusters Score -3294291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3294290.750000 Penalty: 3296.812744
	Iteration 37F: 3 clusters Score -3294291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40900.652344 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40900.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39953.875000 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39953.88 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40185.175781 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -40185.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40330.429688 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -40330.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40498.320312 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -40498.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40618.945312 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -40618.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40709.031250 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -40709.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40790.519531 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -40790.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40817.039062 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -40817.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40826.175781 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -40826.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40830.414062 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -40830.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40830.414062 Penalty: 1978.939697
	Iteration 10F: 3 clusters Score -40830.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -818638.812500 Penalty: 1432.834961
	Iteration 0F: 2 clusters Score -818638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -813607.437500 Penalty: 2865.669922
	Iteration 0F: 3 clusters Score -813607.4 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -815368.562500 Penalty: 2865.669922
	Iteration 1F: 3 clusters Score -815368.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -815645.125000 Penalty: 2865.669922
	Iteration 2F: 3 clusters Score -815645.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -815863.250000 Penalty: 2865.669922
	Iteration 3F: 3 clusters Score -815863.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -816049.250000 Penalty: 2865.669922
	Iteration 4F: 3 clusters Score -816049.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -816215.625000 Penalty: 2865.669922
	Iteration 5Q: 3 clusters Score -816215.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -816383.562500 Penalty: 2865.669922
	Iteration 6Q: 3 clusters Score -816383.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -816547.500000 Penalty: 2865.669922
	Iteration 7Q: 3 clusters Score -816547.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -816696.562500 Penalty: 2865.669922
	Iteration 8Q: 3 clusters Score -816696.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -816836.500000 Penalty: 2865.669922
	Iteration 9Q: 3 clusters Score -816836.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -816956.250000 Penalty: 2865.669922
	Iteration 10Q: 3 clusters Score -816956.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -817048.937500 Penalty: 2865.669922
	Iteration 11Q: 3 clusters Score -817048.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -817120.187500 Penalty: 2865.669922
	Iteration 12Q: 3 clusters Score -817120.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -817183.625000 Penalty: 2865.669922
	Iteration 13Q: 3 clusters Score -817183.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -817229.875000 Penalty: 2865.669922
	Iteration 14Q: 3 clusters Score -817229.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -817284.750000 Penalty: 2865.669922
	Iteration 15Q: 3 clusters Score -817284.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -817340.500000 Penalty: 2865.669922
	Iteration 16Q: 3 clusters Score -817340.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -817388.312500 Penalty: 2865.669922
	Iteration 17Q: 3 clusters Score -817388.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -817424.687500 Penalty: 2865.669922
	Iteration 18Q: 3 clusters Score -817424.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -817451.750000 Penalty: 2865.669922
	Iteration 19Q: 3 clusters Score -817451.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -817481.937500 Penalty: 2865.669922
	Iteration 20F: 3 clusters Score -817481.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -817513.500000 Penalty: 2865.669922
	Iteration 21Q: 3 clusters Score -817513.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -817542.562500 Penalty: 2865.669922
	Iteration 22Q: 3 clusters Score -817542.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -817562.937500 Penalty: 2865.669922
	Iteration 23Q: 3 clusters Score -817562.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -817576.687500 Penalty: 2865.669922
	Iteration 24Q: 3 clusters Score -817576.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -817590.875000 Penalty: 2865.669922
	Iteration 25Q: 3 clusters Score -817590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -817603.937500 Penalty: 2865.669922
	Iteration 26Q: 3 clusters Score -817603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -817609.875000 Penalty: 2865.669922
	Iteration 27Q: 3 clusters Score -817609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -817613.187500 Penalty: 2865.669922
	Iteration 28Q: 3 clusters Score -817613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -817613.250000 Penalty: 2865.669922
	Iteration 29Q: 3 clusters Score -817613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -817618.250000 Penalty: 2865.669922
	Iteration 30Q: 3 clusters Score -817618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -817620.687500 Penalty: 2865.669922
	Iteration 31Q: 3 clusters Score -817620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -817626.562500 Penalty: 2865.669922
	Iteration 32Q: 3 clusters Score -817626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -817628.000000 Penalty: 2865.669922
	Iteration 33Q: 3 clusters Score -817628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -817630.500000 Penalty: 2865.669922
	Iteration 34Q: 3 clusters Score -817630.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -817634.250000 Penalty: 2865.669922
	Iteration 35Q: 3 clusters Score -817634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -817637.187500 Penalty: 2865.669922
	Iteration 36Q: 3 clusters Score -817637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -817638.312500 Penalty: 2865.669922
	Iteration 37Q: 3 clusters Score -817638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -817639.312500 Penalty: 2865.669922
	Iteration 38Q: 3 clusters Score -817639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -817638.625000 Penalty: 2865.669922
	Iteration 39Q: 3 clusters Score -817638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -817638.812500 Penalty: 2865.669922
	Iteration 40F: 3 clusters Score -817638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -817639.750000 Penalty: 2865.669922
	Iteration 41Q: 3 clusters Score -817639.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -817639.750000 Penalty: 2865.669922
	Iteration 42F: 3 clusters Score -817639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -39403.886719 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -39403.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38503.578125 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -38503.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38620.714844 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -38620.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38667.746094 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -38667.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38680.417969 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -38680.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38684.863281 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -38684.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38690.730469 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -38690.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38695.210938 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -38695.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38698.277344 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -38698.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38702.410156 Penalty: 1884.705200
	Iteration 8Q: 3 clusters Score -38702.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38703.660156 Penalty: 1884.705200
	Iteration 9Q: 3 clusters Score -38703.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38703.660156 Penalty: 1884.705200
	Iteration 10F: 3 clusters Score -38703.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (49167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Entering Unmasked Estep 
Score: -6572019.500000 Penalty: 1755.483887
	Iteration 0F: 2 clusters Score -6572020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6540221.500000 Penalty: 3510.967773
	Iteration 0F: 3 clusters Score -6540222 nChanged 22840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6552948.500000 Penalty: 3510.967773
	Iteration 1F: 3 clusters Score -6552948 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -6553374.500000 Penalty: 3510.967773
	Iteration 2Q: 3 clusters Score -6553374 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6553760.000000 Penalty: 3510.967773
	Iteration 3Q: 3 clusters Score -6553760 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6554302.000000 Penalty: 3510.967773
	Iteration 4Q: 3 clusters Score -6554302 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6554993.000000 Penalty: 3510.967773
	Iteration 5Q: 3 clusters Score -6554993 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -6555877.500000 Penalty: 3510.967773
	Iteration 6Q: 3 clusters Score -6555878 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6557223.500000 Penalty: 3510.967773
	Iteration 7Q: 3 clusters Score -6557224 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6559172.000000 Penalty: 3510.967773
	Iteration 8F: 3 clusters Score -6559172 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -6561476.000000 Penalty: 3510.967773
	Iteration 9F: 3 clusters Score -6561476 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -6563660.000000 Penalty: 3510.967773
	Iteration 10F: 3 clusters Score -6563660 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -6565377.000000 Penalty: 3510.967773
	Iteration 11Q: 3 clusters Score -6565377 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -6566511.000000 Penalty: 3510.967773
	Iteration 12Q: 3 clusters Score -6566511 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -6567286.000000 Penalty: 3510.967773
	Iteration 13Q: 3 clusters Score -6567286 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6567836.000000 Penalty: 3510.967773
	Iteration 14Q: 3 clusters Score -6567836 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -6568240.500000 Penalty: 3510.967773
	Iteration 15Q: 3 clusters Score -6568240 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -6568521.000000 Penalty: 3510.967773
	Iteration 16Q: 3 clusters Score -6568521 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6568753.000000 Penalty: 3510.967773
	Iteration 17Q: 3 clusters Score -6568753 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6568918.500000 Penalty: 3510.967773
	Iteration 18Q: 3 clusters Score -6568918 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6569094.000000 Penalty: 3510.967773
	Iteration 19Q: 3 clusters Score -6569094 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6569268.000000 Penalty: 3510.967773
	Iteration 20F: 3 clusters Score -6569268 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6569403.000000 Penalty: 3510.967773
	Iteration 21Q: 3 clusters Score -6569403 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6569562.500000 Penalty: 3510.967773
	Iteration 22Q: 3 clusters Score -6569562 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6569669.000000 Penalty: 3510.967773
	Iteration 23Q: 3 clusters Score -6569669 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6569781.000000 Penalty: 3510.967773
	Iteration 24Q: 3 clusters Score -6569781 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6569898.500000 Penalty: 3510.967773
	Iteration 25Q: 3 clusters Score -6569898 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6570007.500000 Penalty: 3510.967773
	Iteration 26Q: 3 clusters Score -6570008 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6570064.500000 Penalty: 3510.967773
	Iteration 27Q: 3 clusters Score -6570064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6570119.500000 Penalty: 3510.967773
	Iteration 28Q: 3 clusters Score -6570120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6570170.000000 Penalty: 3510.967773
	Iteration 29Q: 3 clusters Score -6570170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6570215.000000 Penalty: 3510.967773
	Iteration 30Q: 3 clusters Score -6570215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6570262.000000 Penalty: 3510.967773
	Iteration 31Q: 3 clusters Score -6570262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6570280.500000 Penalty: 3510.967773
	Iteration 32Q: 3 clusters Score -6570280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6570312.500000 Penalty: 3510.967773
	Iteration 33Q: 3 clusters Score -6570312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6570330.000000 Penalty: 3510.967773
	Iteration 34Q: 3 clusters Score -6570330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6570355.000000 Penalty: 3510.967773
	Iteration 35Q: 3 clusters Score -6570355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6570363.000000 Penalty: 3510.967773
	Iteration 36Q: 3 clusters Score -6570363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6570378.500000 Penalty: 3510.967773
	Iteration 37Q: 3 clusters Score -6570378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6570392.000000 Penalty: 3510.967773
	Iteration 38Q: 3 clusters Score -6570392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6570411.500000 Penalty: 3510.967773
	Iteration 39Q: 3 clusters Score -6570412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6570411.000000 Penalty: 3510.967773
	Iteration 40F: 3 clusters Score -6570411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6570426.000000 Penalty: 3510.967773
	Iteration 41Q: 3 clusters Score -6570426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6570432.500000 Penalty: 3510.967773
	Iteration 42Q: 3 clusters Score -6570432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6570435.000000 Penalty: 3510.967773
	Iteration 43Q: 3 clusters Score -6570435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6570443.500000 Penalty: 3510.967773
	Iteration 44Q: 3 clusters Score -6570444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6570440.500000 Penalty: 3510.967773
	Iteration 45Q: 3 clusters Score -6570440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6570442.500000 Penalty: 3510.967773
	Iteration 46Q: 3 clusters Score -6570442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6570447.500000 Penalty: 3510.967773
	Iteration 47Q: 3 clusters Score -6570448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6570441.500000 Penalty: 3510.967773
	Iteration 48Q: 3 clusters Score -6570442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6570443.000000 Penalty: 3510.967773
	Iteration 49Q: 3 clusters Score -6570443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6570443.500000 Penalty: 3510.967773
	Iteration 50Q: 3 clusters Score -6570444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6570440.500000 Penalty: 3510.967773
	Iteration 51Q: 3 clusters Score -6570440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6570443.500000 Penalty: 3510.967773
	Iteration 52Q: 3 clusters Score -6570444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6570443.500000 Penalty: 3510.967773
	Iteration 53F: 3 clusters Score -6570444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -36583.843750 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -36583.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35688.000000 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -35688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35961.882812 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -35961.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36212.089844 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -36212.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36320.437500 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -36320.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36338.054688 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -36338.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36346.156250 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -36346.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36360.820312 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -36360.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36363.281250 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -36363.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36367.445312 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -36367.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36371.937500 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -36371.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36371.937500 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -36371.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14434.738281 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14434.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14611.703125 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14696.828125 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14696.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14752.875977 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14752.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14768.047852 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14768.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14771.623047 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14771.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14771.623047 Penalty: 1808.469116
	Iteration 6F: 3 clusters Score -14771.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (76060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Entering Unmasked Estep 
Score: -10169207.000000 Penalty: 1826.382690
	Iteration 0F: 2 clusters Score -1.016921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -10122177.000000 Penalty: 3652.765381
	Iteration 0F: 3 clusters Score -1.012218e+07 nChanged 36128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -10142742.000000 Penalty: 3652.765381
	Iteration 1F: 3 clusters Score -1.014274e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -10143287.000000 Penalty: 3652.765381
	Iteration 2Q: 3 clusters Score -1.014329e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -10143902.000000 Penalty: 3652.765381
	Iteration 3Q: 3 clusters Score -1.01439e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -10144878.000000 Penalty: 3652.765381
	Iteration 4Q: 3 clusters Score -1.014488e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -10146327.000000 Penalty: 3652.765381
	Iteration 5Q: 3 clusters Score -1.014633e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -10148411.000000 Penalty: 3652.765381
	Iteration 6F: 3 clusters Score -1.014841e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -10151459.000000 Penalty: 3652.765381
	Iteration 7F: 3 clusters Score -1.015146e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -10155289.000000 Penalty: 3652.765381
	Iteration 8F: 3 clusters Score -1.015529e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -10159047.000000 Penalty: 3652.765381
	Iteration 9F: 3 clusters Score -1.015905e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -10161903.000000 Penalty: 3652.765381
	Iteration 10F: 3 clusters Score -1.01619e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -10163325.000000 Penalty: 3652.765381
	Iteration 11Q: 3 clusters Score -1.016332e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -10164172.000000 Penalty: 3652.765381
	Iteration 12Q: 3 clusters Score -1.016417e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -10164885.000000 Penalty: 3652.765381
	Iteration 13Q: 3 clusters Score -1.016488e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -10165478.000000 Penalty: 3652.765381
	Iteration 14Q: 3 clusters Score -1.016548e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -10165995.000000 Penalty: 3652.765381
	Iteration 15Q: 3 clusters Score -1.0166e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -10166598.000000 Penalty: 3652.765381
	Iteration 16Q: 3 clusters Score -1.01666e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -10167197.000000 Penalty: 3652.765381
	Iteration 17Q: 3 clusters Score -1.01672e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -10167673.000000 Penalty: 3652.765381
	Iteration 18Q: 3 clusters Score -1.016767e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -10168053.000000 Penalty: 3652.765381
	Iteration 19Q: 3 clusters Score -1.016805e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -10168407.000000 Penalty: 3652.765381
	Iteration 20F: 3 clusters Score -1.016841e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -10168672.000000 Penalty: 3652.765381
	Iteration 21Q: 3 clusters Score -1.016867e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -10168829.000000 Penalty: 3652.765381
	Iteration 22Q: 3 clusters Score -1.016883e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -10168932.000000 Penalty: 3652.765381
	Iteration 23Q: 3 clusters Score -1.016893e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -10169031.000000 Penalty: 3652.765381
	Iteration 24Q: 3 clusters Score -1.016903e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -10169088.000000 Penalty: 3652.765381
	Iteration 25Q: 3 clusters Score -1.016909e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -10169135.000000 Penalty: 3652.765381
	Iteration 26Q: 3 clusters Score -1.016914e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -10169188.000000 Penalty: 3652.765381
	Iteration 27Q: 3 clusters Score -1.016919e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -10169199.000000 Penalty: 3652.765381
	Iteration 28Q: 3 clusters Score -1.01692e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -10169211.000000 Penalty: 3652.765381
	Iteration 29Q: 3 clusters Score -1.016921e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -10169257.000000 Penalty: 3652.765381
	Iteration 30Q: 3 clusters Score -1.016926e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -10169267.000000 Penalty: 3652.765381
	Iteration 31Q: 3 clusters Score -1.016927e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -10169272.000000 Penalty: 3652.765381
	Iteration 32Q: 3 clusters Score -1.016927e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -10169312.000000 Penalty: 3652.765381
	Iteration 33Q: 3 clusters Score -1.016931e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -10169320.000000 Penalty: 3652.765381
	Iteration 34Q: 3 clusters Score -1.016932e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -10169350.000000 Penalty: 3652.765381
	Iteration 35Q: 3 clusters Score -1.016935e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -10169409.000000 Penalty: 3652.765381
	Iteration 36Q: 3 clusters Score -1.016941e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -10169424.000000 Penalty: 3652.765381
	Iteration 37Q: 3 clusters Score -1.016942e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -10169400.000000 Penalty: 3652.765381
	Iteration 38Q: 3 clusters Score -1.01694e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -10169401.000000 Penalty: 3652.765381
	Iteration 39Q: 3 clusters Score -1.01694e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -10169381.000000 Penalty: 3652.765381
	Iteration 40F: 3 clusters Score -1.016938e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -10169472.000000 Penalty: 3652.765381
	Iteration 41Q: 3 clusters Score -1.016947e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -10169482.000000 Penalty: 3652.765381
	Iteration 42Q: 3 clusters Score -1.016948e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -10169462.000000 Penalty: 3652.765381
	Iteration 43Q: 3 clusters Score -1.016946e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -10169459.000000 Penalty: 3652.765381
	Iteration 44Q: 3 clusters Score -1.016946e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -10169395.000000 Penalty: 3652.765381
	Iteration 45Q: 3 clusters Score -1.01694e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -10169342.000000 Penalty: 3652.765381
	Iteration 46Q: 3 clusters Score -1.016934e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -10169270.000000 Penalty: 3652.765381
	Iteration 47Q: 3 clusters Score -1.016927e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10169161.000000 Penalty: 3652.765381
	Iteration 48Q: 3 clusters Score -1.016916e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -10169099.000000 Penalty: 3652.765381
	Iteration 49Q: 3 clusters Score -1.01691e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -10169025.000000 Penalty: 3652.765381
	Iteration 50Q: 3 clusters Score -1.016902e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -10168947.000000 Penalty: 3652.765381
	Iteration 51Q: 3 clusters Score -1.016895e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -10168855.000000 Penalty: 3652.765381
	Iteration 52Q: 3 clusters Score -1.016886e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -10168913.000000 Penalty: 3652.765381
	Iteration 53Q: 3 clusters Score -1.016891e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -10168813.000000 Penalty: 3652.765381
	Iteration 54Q: 3 clusters Score -1.016881e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -10168699.000000 Penalty: 3652.765381
	Iteration 55Q: 3 clusters Score -1.01687e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -10168612.000000 Penalty: 3652.765381
	Iteration 56Q: 3 clusters Score -1.016861e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -10168685.000000 Penalty: 3652.765381
	Iteration 57Q: 3 clusters Score -1.016868e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -10168803.000000 Penalty: 3652.765381
	Iteration 58Q: 3 clusters Score -1.01688e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -10168936.000000 Penalty: 3652.765381
	Iteration 59Q: 3 clusters Score -1.016894e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -10169056.000000 Penalty: 3652.765381
	Iteration 60F: 3 clusters Score -1.016906e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -10169114.000000 Penalty: 3652.765381
	Iteration 61Q: 3 clusters Score -1.016911e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -10169149.000000 Penalty: 3652.765381
	Iteration 62Q: 3 clusters Score -1.016915e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -10169218.000000 Penalty: 3652.765381
	Iteration 63Q: 3 clusters Score -1.016922e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -10169186.000000 Penalty: 3652.765381
	Iteration 64Q: 3 clusters Score -1.016919e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -10169166.000000 Penalty: 3652.765381
	Iteration 65Q: 3 clusters Score -1.016917e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -10169143.000000 Penalty: 3652.765381
	Iteration 66Q: 3 clusters Score -1.016914e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -10169086.000000 Penalty: 3652.765381
	Iteration 67Q: 3 clusters Score -1.016909e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -10169088.000000 Penalty: 3652.765381
	Iteration 68Q: 3 clusters Score -1.016909e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -10169063.000000 Penalty: 3652.765381
	Iteration 69Q: 3 clusters Score -1.016906e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -10169099.000000 Penalty: 3652.765381
	Iteration 70Q: 3 clusters Score -1.01691e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -10169047.000000 Penalty: 3652.765381
	Iteration 71Q: 3 clusters Score -1.016905e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -10169033.000000 Penalty: 3652.765381
	Iteration 72Q: 3 clusters Score -1.016903e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -10168996.000000 Penalty: 3652.765381
	Iteration 73Q: 3 clusters Score -1.0169e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -10168979.000000 Penalty: 3652.765381
	Iteration 74Q: 3 clusters Score -1.016898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -10168959.000000 Penalty: 3652.765381
	Iteration 75Q: 3 clusters Score -1.016896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -10168974.000000 Penalty: 3652.765381
	Iteration 76Q: 3 clusters Score -1.016897e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -10168979.000000 Penalty: 3652.765381
	Iteration 77Q: 3 clusters Score -1.016898e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -10168947.000000 Penalty: 3652.765381
	Iteration 78Q: 3 clusters Score -1.016895e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -10168919.000000 Penalty: 3652.765381
	Iteration 79Q: 3 clusters Score -1.016892e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -10168894.000000 Penalty: 3652.765381
	Iteration 80F: 3 clusters Score -1.016889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -10168868.000000 Penalty: 3652.765381
	Iteration 81Q: 3 clusters Score -1.016887e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -10168873.000000 Penalty: 3652.765381
	Iteration 82Q: 3 clusters Score -1.016887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -10168867.000000 Penalty: 3652.765381
	Iteration 83Q: 3 clusters Score -1.016887e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -10168869.000000 Penalty: 3652.765381
	Iteration 84Q: 3 clusters Score -1.016887e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -10168873.000000 Penalty: 3652.765381
	Iteration 85Q: 3 clusters Score -1.016887e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -10168853.000000 Penalty: 3652.765381
	Iteration 86Q: 3 clusters Score -1.016885e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -10168858.000000 Penalty: 3652.765381
	Iteration 87Q: 3 clusters Score -1.016886e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -10168856.000000 Penalty: 3652.765381
	Iteration 88Q: 3 clusters Score -1.016886e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -10168843.000000 Penalty: 3652.765381
	Iteration 89Q: 3 clusters Score -1.016884e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -10168858.000000 Penalty: 3652.765381
	Iteration 90Q: 3 clusters Score -1.016886e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -10168837.000000 Penalty: 3652.765381
	Iteration 91Q: 3 clusters Score -1.016884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -10168854.000000 Penalty: 3652.765381
	Iteration 92Q: 3 clusters Score -1.016885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -10168842.000000 Penalty: 3652.765381
	Iteration 93Q: 3 clusters Score -1.016884e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -10168849.000000 Penalty: 3652.765381
	Iteration 94Q: 3 clusters Score -1.016885e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -10168844.000000 Penalty: 3652.765381
	Iteration 95Q: 3 clusters Score -1.016884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -10168834.000000 Penalty: 3652.765381
	Iteration 96Q: 3 clusters Score -1.016883e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -10168829.000000 Penalty: 3652.765381
	Iteration 97Q: 3 clusters Score -1.016883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -10168810.000000 Penalty: 3652.765381
	Iteration 98Q: 3 clusters Score -1.016881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -10168800.000000 Penalty: 3652.765381
	Iteration 99Q: 3 clusters Score -1.01688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -10168771.000000 Penalty: 3652.765381
	Iteration 100F: 3 clusters Score -1.016877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -10168752.000000 Penalty: 3652.765381
	Iteration 101Q: 3 clusters Score -1.016875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -10168743.000000 Penalty: 3652.765381
	Iteration 102Q: 3 clusters Score -1.016874e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -10168736.000000 Penalty: 3652.765381
	Iteration 103Q: 3 clusters Score -1.016874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -10168746.000000 Penalty: 3652.765381
	Iteration 104Q: 3 clusters Score -1.016875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -10168741.000000 Penalty: 3652.765381
	Iteration 105Q: 3 clusters Score -1.016874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -10168738.000000 Penalty: 3652.765381
	Iteration 106Q: 3 clusters Score -1.016874e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -10168735.000000 Penalty: 3652.765381
	Iteration 107Q: 3 clusters Score -1.016874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -10168717.000000 Penalty: 3652.765381
	Iteration 108Q: 3 clusters Score -1.016872e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -10168707.000000 Penalty: 3652.765381
	Iteration 109Q: 3 clusters Score -1.016871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -10168686.000000 Penalty: 3652.765381
	Iteration 110Q: 3 clusters Score -1.016869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -10168664.000000 Penalty: 3652.765381
	Iteration 111Q: 3 clusters Score -1.016866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -10168663.000000 Penalty: 3652.765381
	Iteration 112Q: 3 clusters Score -1.016866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -10168645.000000 Penalty: 3652.765381
	Iteration 113Q: 3 clusters Score -1.016864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -10168642.000000 Penalty: 3652.765381
	Iteration 114Q: 3 clusters Score -1.016864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -10168650.000000 Penalty: 3652.765381
	Iteration 115Q: 3 clusters Score -1.016865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -10168651.000000 Penalty: 3652.765381
	Iteration 116Q: 3 clusters Score -1.016865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -10168627.000000 Penalty: 3652.765381
	Iteration 117Q: 3 clusters Score -1.016863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -10168638.000000 Penalty: 3652.765381
	Iteration 118Q: 3 clusters Score -1.016864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -10168623.000000 Penalty: 3652.765381
	Iteration 119Q: 3 clusters Score -1.016862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -10168611.000000 Penalty: 3652.765381
	Iteration 120F: 3 clusters Score -1.016861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10168611.000000 Penalty: 3652.765381
	Iteration 121Q: 3 clusters Score -1.016861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10168592.000000 Penalty: 3652.765381
	Iteration 122Q: 3 clusters Score -1.016859e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -10168600.000000 Penalty: 3652.765381
	Iteration 123Q: 3 clusters Score -1.01686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -10168571.000000 Penalty: 3652.765381
	Iteration 124Q: 3 clusters Score -1.016857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -10168562.000000 Penalty: 3652.765381
	Iteration 125Q: 3 clusters Score -1.016856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -10168552.000000 Penalty: 3652.765381
	Iteration 126Q: 3 clusters Score -1.016855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -10168555.000000 Penalty: 3652.765381
	Iteration 127Q: 3 clusters Score -1.016856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -10168548.000000 Penalty: 3652.765381
	Iteration 128Q: 3 clusters Score -1.016855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -10168540.000000 Penalty: 3652.765381
	Iteration 129Q: 3 clusters Score -1.016854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -10168536.000000 Penalty: 3652.765381
	Iteration 130Q: 3 clusters Score -1.016854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -10168528.000000 Penalty: 3652.765381
	Iteration 131Q: 3 clusters Score -1.016853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -10168510.000000 Penalty: 3652.765381
	Iteration 132Q: 3 clusters Score -1.016851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -10168495.000000 Penalty: 3652.765381
	Iteration 133Q: 3 clusters Score -1.01685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -10168482.000000 Penalty: 3652.765381
	Iteration 134Q: 3 clusters Score -1.016848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -10168486.000000 Penalty: 3652.765381
	Iteration 135Q: 3 clusters Score -1.016849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -10168487.000000 Penalty: 3652.765381
	Iteration 136Q: 3 clusters Score -1.016849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -10168479.000000 Penalty: 3652.765381
	Iteration 137Q: 3 clusters Score -1.016848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -10168484.000000 Penalty: 3652.765381
	Iteration 138Q: 3 clusters Score -1.016848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -10168480.000000 Penalty: 3652.765381
	Iteration 139Q: 3 clusters Score -1.016848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -10168472.000000 Penalty: 3652.765381
	Iteration 140F: 3 clusters Score -1.016847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3652.765381
	Iteration 141Q: 3 clusters Score -1.016846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -10168473.000000 Penalty: 3652.765381
	Iteration 142Q: 3 clusters Score -1.016847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -10168480.000000 Penalty: 3652.765381
	Iteration 143Q: 3 clusters Score -1.016848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -10168478.000000 Penalty: 3652.765381
	Iteration 144Q: 3 clusters Score -1.016848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -10168483.000000 Penalty: 3652.765381
	Iteration 145Q: 3 clusters Score -1.016848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -10168488.000000 Penalty: 3652.765381
	Iteration 146Q: 3 clusters Score -1.016849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -10168482.000000 Penalty: 3652.765381
	Iteration 147Q: 3 clusters Score -1.016848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -10168467.000000 Penalty: 3652.765381
	Iteration 148Q: 3 clusters Score -1.016847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -10168473.000000 Penalty: 3652.765381
	Iteration 149Q: 3 clusters Score -1.016847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -10168470.000000 Penalty: 3652.765381
	Iteration 150Q: 3 clusters Score -1.016847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -10168468.000000 Penalty: 3652.765381
	Iteration 151Q: 3 clusters Score -1.016847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3652.765381
	Iteration 152Q: 3 clusters Score -1.016846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -10168464.000000 Penalty: 3652.765381
	Iteration 153Q: 3 clusters Score -1.016846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -10168468.000000 Penalty: 3652.765381
	Iteration 154Q: 3 clusters Score -1.016847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -10168460.000000 Penalty: 3652.765381
	Iteration 155Q: 3 clusters Score -1.016846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3652.765381
	Iteration 156Q: 3 clusters Score -1.016846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -10168462.000000 Penalty: 3652.765381
	Iteration 157Q: 3 clusters Score -1.016846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -10168467.000000 Penalty: 3652.765381
	Iteration 158Q: 3 clusters Score -1.016847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -10168459.000000 Penalty: 3652.765381
	Iteration 159Q: 3 clusters Score -1.016846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -10168466.000000 Penalty: 3652.765381
	Iteration 160F: 3 clusters Score -1.016847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -10168466.000000 Penalty: 3652.765381
	Iteration 161Q: 3 clusters Score -1.016847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -10168462.000000 Penalty: 3652.765381
	Iteration 162Q: 3 clusters Score -1.016846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -10168458.000000 Penalty: 3652.765381
	Iteration 163Q: 3 clusters Score -1.016846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -10168464.000000 Penalty: 3652.765381
	Iteration 164Q: 3 clusters Score -1.016846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3652.765381
	Iteration 165Q: 3 clusters Score -1.016846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -10168453.000000 Penalty: 3652.765381
	Iteration 166Q: 3 clusters Score -1.016845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -10168467.000000 Penalty: 3652.765381
	Iteration 167Q: 3 clusters Score -1.016847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -10168471.000000 Penalty: 3652.765381
	Iteration 168Q: 3 clusters Score -1.016847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -10168476.000000 Penalty: 3652.765381
	Iteration 169Q: 3 clusters Score -1.016848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -10168480.000000 Penalty: 3652.765381
	Iteration 170Q: 3 clusters Score -1.016848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -10168471.000000 Penalty: 3652.765381
	Iteration 171Q: 3 clusters Score -1.016847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -10168472.000000 Penalty: 3652.765381
	Iteration 172Q: 3 clusters Score -1.016847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -10168468.000000 Penalty: 3652.765381
	Iteration 173Q: 3 clusters Score -1.016847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -10168476.000000 Penalty: 3652.765381
	Iteration 174Q: 3 clusters Score -1.016848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -10168475.000000 Penalty: 3652.765381
	Iteration 175Q: 3 clusters Score -1.016848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -10168468.000000 Penalty: 3652.765381
	Iteration 176Q: 3 clusters Score -1.016847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -10168456.000000 Penalty: 3652.765381
	Iteration 177Q: 3 clusters Score -1.016846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -10168464.000000 Penalty: 3652.765381
	Iteration 178Q: 3 clusters Score -1.016846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -10168451.000000 Penalty: 3652.765381
	Iteration 179Q: 3 clusters Score -1.016845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -10168450.000000 Penalty: 3652.765381
	Iteration 180F: 3 clusters Score -1.016845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -10168466.000000 Penalty: 3652.765381
	Iteration 181Q: 3 clusters Score -1.016847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3652.765381
	Iteration 182Q: 3 clusters Score -1.016846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -10168458.000000 Penalty: 3652.765381
	Iteration 183Q: 3 clusters Score -1.016846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -10168455.000000 Penalty: 3652.765381
	Iteration 184Q: 3 clusters Score -1.016846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -10168455.000000 Penalty: 3652.765381
	Iteration 185Q: 3 clusters Score -1.016846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -10168456.000000 Penalty: 3652.765381
	Iteration 186Q: 3 clusters Score -1.016846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -10168450.000000 Penalty: 3652.765381
	Iteration 187Q: 3 clusters Score -1.016845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -10168449.000000 Penalty: 3652.765381
	Iteration 188Q: 3 clusters Score -1.016845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -10168448.000000 Penalty: 3652.765381
	Iteration 189Q: 3 clusters Score -1.016845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -10168449.000000 Penalty: 3652.765381
	Iteration 190Q: 3 clusters Score -1.016845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -10168449.000000 Penalty: 3652.765381
	Iteration 191F: 3 clusters Score -1.016845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 33325 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47795 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16332 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52799 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9055 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54390 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25439 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49167 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984808.000000 Penalty: 100184.984375
Iteration 239Q: 47 clusters Score -8.598481e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 47015 members 
Mstep: Class 3 contains 33326 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 47974 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 73996 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43659 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16349 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52494 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9054 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54057 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25420 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49191 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985072.000000 Penalty: 100184.984375
Iteration 240F: 47 clusters Score -8.598507e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 46987 members 
Mstep: Class 3 contains 33329 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48175 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 74657 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43721 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16361 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52223 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9053 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53821 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25416 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6775 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49201 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985072.000000 Penalty: 100184.984375
Iteration 241Q: 47 clusters Score -8.598507e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 46924 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48362 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 75320 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43713 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16368 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52017 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9058 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53627 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25409 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6780 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49255 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 74954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985240.000000 Penalty: 100184.984375
Iteration 242Q: 47 clusters Score -8.598524e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 46850 members 
Mstep: Class 3 contains 33309 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48524 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 75993 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16371 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10678 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51890 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53540 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25388 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6783 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49333 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 74463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985392.000000 Penalty: 100184.984375
Iteration 243Q: 47 clusters Score -8.598539e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 46827 members 
Mstep: Class 3 contains 33296 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48651 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 76701 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43436 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16387 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51775 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9044 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53580 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25374 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6786 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49377 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 73907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985752.000000 Penalty: 100184.984375
Iteration 244Q: 47 clusters Score -8.598575e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 46681 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48777 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 77477 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 43184 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16403 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10604 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51709 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53722 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25335 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6794 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49402 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 73347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985944.000000 Penalty: 100184.984375
Iteration 245Q: 47 clusters Score -8.598594e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 46468 members 
Mstep: Class 3 contains 33316 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48903 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 78245 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42850 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16412 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10567 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51697 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 53977 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25274 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6795 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49499 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986224.000000 Penalty: 100184.984375
Iteration 246Q: 47 clusters Score -8.598622e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 46226 members 
Mstep: Class 3 contains 33323 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 49017 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 79000 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 42431 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16445 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51662 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54341 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25247 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6799 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49658 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986584.000000 Penalty: 100184.984375
Iteration 247Q: 47 clusters Score -8.598658e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 46044 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 49108 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 79728 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 41916 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51630 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 54795 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25220 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6800 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 49850 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 71392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987248.000000 Penalty: 100184.984375
Iteration 248Q: 47 clusters Score -8.598725e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 45795 members 
Mstep: Class 3 contains 33307 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 49206 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 80504 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 41329 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16495 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51620 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9008 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 55340 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25179 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6798 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50076 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 70670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987896.000000 Penalty: 100184.984375
Iteration 249Q: 47 clusters Score -8.59879e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 45413 members 
Mstep: Class 3 contains 33293 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49283 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 81443 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 40671 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16511 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10420 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51559 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 56047 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25144 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6798 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50233 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 69984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988536.000000 Penalty: 100184.984375
Iteration 250Q: 47 clusters Score -8.598854e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 44865 members 
Mstep: Class 3 contains 33292 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49343 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 82563 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 39923 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16535 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8897 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51527 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 56905 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25146 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6794 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50366 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 69148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988408.000000 Penalty: 100184.984375
Iteration 251Q: 47 clusters Score -8.598841e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 44221 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49437 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 83807 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 39086 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16530 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51498 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 57812 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25138 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6790 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50483 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988600.000000 Penalty: 100184.984375
Iteration 252Q: 47 clusters Score -8.59886e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 43563 members 
Mstep: Class 3 contains 33293 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49487 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 85106 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 38194 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16515 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51503 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8941 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 58698 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25121 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6798 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 50611 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988296.000000 Penalty: 100184.984375
Iteration 253Q: 47 clusters Score -8.59883e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 42792 members 
Mstep: Class 3 contains 33299 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49508 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 86429 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37230 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16519 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51420 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 59677 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25121 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6798 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 50725 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988136.000000 Penalty: 100184.984375
Iteration 254Q: 47 clusters Score -8.598814e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 42002 members 
Mstep: Class 3 contains 33316 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49484 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 87740 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 36309 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16535 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51265 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 60641 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25110 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 6797 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 50855 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988648.000000 Penalty: 100184.984375
Iteration 255Q: 47 clusters Score -8.598865e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 41322 members 
Mstep: Class 3 contains 33324 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49396 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 88932 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 35354 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16557 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51060 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8898 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 61557 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25109 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6795 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50943 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988352.000000 Penalty: 100184.984375
Iteration 256Q: 47 clusters Score -8.598835e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 40635 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49289 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 89954 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 34382 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10111 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50826 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 62500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25094 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6797 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50976 members 
Mstep: Class 44 contains 387 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988088.000000 Penalty: 100184.984375
Iteration 257Q: 47 clusters Score -8.598809e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 40163 members 
Mstep: Class 3 contains 33330 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 49150 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 90802 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 33411 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50506 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 63426 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25088 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6778 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50886 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988096.000000 Penalty: 100184.984375
Iteration 258Q: 47 clusters Score -8.59881e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 39709 members 
Mstep: Class 3 contains 33329 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48986 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 91567 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 32413 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50119 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 64283 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25078 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50772 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987512.000000 Penalty: 100184.984375
Iteration 259Q: 47 clusters Score -8.598751e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 39379 members 
Mstep: Class 3 contains 33328 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48777 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 92175 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 31439 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8896 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49689 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65102 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25080 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50578 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986624.000000 Penalty: 100184.984375
Iteration 260F: 47 clusters Score -8.598662e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 39157 members 
Mstep: Class 3 contains 33321 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 92605 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 30526 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16770 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49209 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 65835 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25087 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6741 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50384 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986032.000000 Penalty: 100184.984375
Iteration 261Q: 47 clusters Score -8.598603e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 39057 members 
Mstep: Class 3 contains 33308 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48439 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 92935 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 29655 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16834 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 48681 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 66477 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25100 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6746 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50182 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 69295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985256.000000 Penalty: 100184.984375
Iteration 262Q: 47 clusters Score -8.598526e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 39015 members 
Mstep: Class 3 contains 33319 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48265 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 93123 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 28803 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9835 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 48169 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8926 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 67048 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25103 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 50024 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 70194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984360.000000 Penalty: 100184.984375
Iteration 263Q: 47 clusters Score -8.598436e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 39121 members 
Mstep: Class 3 contains 33333 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 48105 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 93218 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 28015 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9788 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47683 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8922 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 67512 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25115 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 49746 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 71150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984080.000000 Penalty: 100184.984375
Iteration 264Q: 47 clusters Score -8.598408e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 39332 members 
Mstep: Class 3 contains 33353 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 47987 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 93289 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16984 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47191 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 67897 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25140 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6733 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 49455 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983552.000000 Penalty: 100184.984375
Iteration 265Q: 47 clusters Score -8.598355e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 39628 members 
Mstep: Class 3 contains 33383 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 47849 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 93342 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17045 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46717 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68215 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25166 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6727 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 49130 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983160.000000 Penalty: 100184.984375
Iteration 266Q: 47 clusters Score -8.598316e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 39955 members 
Mstep: Class 3 contains 33407 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 47686 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93427 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 26008 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46267 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68471 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25174 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6727 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 48862 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 73640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982576.000000 Penalty: 100184.984375
Iteration 267Q: 47 clusters Score -8.598258e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 40270 members 
Mstep: Class 3 contains 33437 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 47559 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93473 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 25439 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45853 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8862 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68683 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25196 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6727 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 48607 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 74376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982008.000000 Penalty: 100184.984375
Iteration 268Q: 47 clusters Score -8.598201e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 40489 members 
Mstep: Class 3 contains 33464 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47472 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 24915 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9646 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45471 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68736 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1626 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25215 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48476 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981440.000000 Penalty: 100184.984375
Iteration 269Q: 47 clusters Score -8.598144e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 33482 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47383 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93669 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 24437 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9636 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8913 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45167 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8848 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68745 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25231 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6717 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48342 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981032.000000 Penalty: 100184.984375
Iteration 270Q: 47 clusters Score -8.598103e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 40877 members 
Mstep: Class 3 contains 33507 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47354 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93812 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 24014 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44876 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8843 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68689 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25243 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6711 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48233 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980424.000000 Penalty: 100184.984375
Iteration 271Q: 47 clusters Score -8.598042e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 41083 members 
Mstep: Class 3 contains 33528 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47314 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93926 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 23622 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9592 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44653 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8817 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68609 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25246 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6703 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48122 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979848.000000 Penalty: 100184.984375
Iteration 272Q: 47 clusters Score -8.597985e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 41276 members 
Mstep: Class 3 contains 33550 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47248 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 93976 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 23218 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17216 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8930 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44458 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8808 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68512 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25254 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6697 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48066 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 77242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979488.000000 Penalty: 100184.984375
Iteration 273Q: 47 clusters Score -8.597949e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 41407 members 
Mstep: Class 3 contains 33582 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47212 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94020 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 22803 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8800 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68474 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25265 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6691 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48008 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 77751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979184.000000 Penalty: 100184.984375
Iteration 274Q: 47 clusters Score -8.597918e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 41517 members 
Mstep: Class 3 contains 33617 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94057 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 22381 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8938 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44117 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8806 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68475 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25279 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6680 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 47969 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 78199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978520.000000 Penalty: 100184.984375
Iteration 275Q: 47 clusters Score -8.597852e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 41593 members 
Mstep: Class 3 contains 33638 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47146 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94102 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 21953 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9502 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8935 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43946 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8815 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68454 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25297 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6681 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48041 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 78610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977952.000000 Penalty: 100184.984375
Iteration 276Q: 47 clusters Score -8.597795e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 41662 members 
Mstep: Class 3 contains 33668 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47146 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94115 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9481 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8935 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43837 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8820 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68423 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25313 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6683 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48122 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977912.000000 Penalty: 100184.984375
Iteration 277Q: 47 clusters Score -8.597791e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 41721 members 
Mstep: Class 3 contains 33703 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47126 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94131 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 21022 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17268 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9467 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8935 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43743 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8824 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68420 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1617 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25327 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6672 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48196 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977432.000000 Penalty: 100184.984375
Iteration 278Q: 47 clusters Score -8.597743e+07 nChanged 2617
Entering ConstructFrom: 
Score: -85977432.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (65776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Entering Unmasked Estep 
Score: -8686329.000000 Penalty: 1802.776733
	Iteration 0F: 2 clusters Score -8686329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -8644609.000000 Penalty: 3605.553467
	Iteration 0F: 3 clusters Score -8644609 nChanged 31090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8662251.000000 Penalty: 3605.553467
	Iteration 1F: 3 clusters Score -8662251 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -8662835.000000 Penalty: 3605.553467
	Iteration 2Q: 3 clusters Score -8662835 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -8663579.000000 Penalty: 3605.553467
	Iteration 3Q: 3 clusters Score -8663579 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8664672.000000 Penalty: 3605.553467
	Iteration 4Q: 3 clusters Score -8664672 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8666224.000000 Penalty: 3605.553467
	Iteration 5Q: 3 clusters Score -8666224 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8668388.000000 Penalty: 3605.553467
	Iteration 6F: 3 clusters Score -8668388 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -8670745.000000 Penalty: 3605.553467
	Iteration 7F: 3 clusters Score -8670745 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8672971.000000 Penalty: 3605.553467
	Iteration 8F: 3 clusters Score -8672971 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8674884.000000 Penalty: 3605.553467
	Iteration 9F: 3 clusters Score -8674884 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8676526.000000 Penalty: 3605.553467
	Iteration 10Q: 3 clusters Score -8676526 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -8678064.000000 Penalty: 3605.553467
	Iteration 11Q: 3 clusters Score -8678064 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -8679508.000000 Penalty: 3605.553467
	Iteration 12Q: 3 clusters Score -8679508 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -8680759.000000 Penalty: 3605.553467
	Iteration 13Q: 3 clusters Score -8680759 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -8681813.000000 Penalty: 3605.553467
	Iteration 14Q: 3 clusters Score -8681813 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -8682520.000000 Penalty: 3605.553467
	Iteration 15Q: 3 clusters Score -8682520 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -8683040.000000 Penalty: 3605.553467
	Iteration 16Q: 3 clusters Score -8683040 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -8683483.000000 Penalty: 3605.553467
	Iteration 17Q: 3 clusters Score -8683483 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8683800.000000 Penalty: 3605.553467
	Iteration 18Q: 3 clusters Score -8683800 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -8684045.000000 Penalty: 3605.553467
	Iteration 19Q: 3 clusters Score -8684045 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8684262.000000 Penalty: 3605.553467
	Iteration 20F: 3 clusters Score -8684262 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -8684383.000000 Penalty: 3605.553467
	Iteration 21Q: 3 clusters Score -8684383 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8684482.000000 Penalty: 3605.553467
	Iteration 22Q: 3 clusters Score -8684482 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -8684570.000000 Penalty: 3605.553467
	Iteration 23Q: 3 clusters Score -8684570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8684639.000000 Penalty: 3605.553467
	Iteration 24Q: 3 clusters Score -8684639 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8684697.000000 Penalty: 3605.553467
	Iteration 25Q: 3 clusters Score -8684697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -8684730.000000 Penalty: 3605.553467
	Iteration 26Q: 3 clusters Score -8684730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -8684764.000000 Penalty: 3605.553467
	Iteration 27Q: 3 clusters Score -8684764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -8684796.000000 Penalty: 3605.553467
	Iteration 28Q: 3 clusters Score -8684796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8684806.000000 Penalty: 3605.553467
	Iteration 29Q: 3 clusters Score -8684806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -8684832.000000 Penalty: 3605.553467
	Iteration 30Q: 3 clusters Score -8684832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -8684848.000000 Penalty: 3605.553467
	Iteration 31Q: 3 clusters Score -8684848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8684867.000000 Penalty: 3605.553467
	Iteration 32Q: 3 clusters Score -8684867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -8684887.000000 Penalty: 3605.553467
	Iteration 33Q: 3 clusters Score -8684887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -8684909.000000 Penalty: 3605.553467
	Iteration 34Q: 3 clusters Score -8684909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -8684927.000000 Penalty: 3605.553467
	Iteration 35Q: 3 clusters Score -8684927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -8684932.000000 Penalty: 3605.553467
	Iteration 36Q: 3 clusters Score -8684932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -8684938.000000 Penalty: 3605.553467
	Iteration 37Q: 3 clusters Score -8684938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -8684947.000000 Penalty: 3605.553467
	Iteration 38Q: 3 clusters Score -8684947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -8684951.000000 Penalty: 3605.553467
	Iteration 39Q: 3 clusters Score -8684951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -8684951.000000 Penalty: 3605.553467
	Iteration 40F: 3 clusters Score -8684951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -8684959.000000 Penalty: 3605.553467
	Iteration 41Q: 3 clusters Score -8684959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -8684956.000000 Penalty: 3605.553467
	Iteration 42Q: 3 clusters Score -8684956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8684952.000000 Penalty: 3605.553467
	Iteration 43Q: 3 clusters Score -8684952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -8684950.000000 Penalty: 3605.553467
	Iteration 44Q: 3 clusters Score -8684950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8684949.000000 Penalty: 3605.553467
	Iteration 45Q: 3 clusters Score -8684949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -8684954.000000 Penalty: 3605.553467
	Iteration 46Q: 3 clusters Score -8684954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -8684961.000000 Penalty: 3605.553467
	Iteration 47Q: 3 clusters Score -8684961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -8684970.000000 Penalty: 3605.553467
	Iteration 48Q: 3 clusters Score -8684970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -8684977.000000 Penalty: 3605.553467
	Iteration 49Q: 3 clusters Score -8684977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -8684976.000000 Penalty: 3605.553467
	Iteration 50Q: 3 clusters Score -8684976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -8684976.000000 Penalty: 3605.553467
	Iteration 51F: 3 clusters Score -8684976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Entering Unmasked Estep 
Score: -5584287.000000 Penalty: 1729.102051
	Iteration 0F: 2 clusters Score -5584287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5556349.500000 Penalty: 3458.204102
	Iteration 0F: 3 clusters Score -5556350 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5567601.000000 Penalty: 3458.204102
	Iteration 1F: 3 clusters Score -5567601 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5568214.000000 Penalty: 3458.204102
	Iteration 2Q: 3 clusters Score -5568214 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -5569129.500000 Penalty: 3458.204102
	Iteration 3Q: 3 clusters Score -5569130 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5570553.000000 Penalty: 3458.204102
	Iteration 4F: 3 clusters Score -5570553 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5572881.000000 Penalty: 3458.204102
	Iteration 5F: 3 clusters Score -5572881 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5575897.500000 Penalty: 3458.204102
	Iteration 6F: 3 clusters Score -5575898 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5578952.000000 Penalty: 3458.204102
	Iteration 7F: 3 clusters Score -5578952 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5581078.500000 Penalty: 3458.204102
	Iteration 8F: 3 clusters Score -5581078 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5582104.500000 Penalty: 3458.204102
	Iteration 9Q: 3 clusters Score -5582104 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5582509.000000 Penalty: 3458.204102
	Iteration 10Q: 3 clusters Score -5582509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5582632.500000 Penalty: 3458.204102
	Iteration 11Q: 3 clusters Score -5582632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5582678.500000 Penalty: 3458.204102
	Iteration 12Q: 3 clusters Score -5582678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5582721.500000 Penalty: 3458.204102
	Iteration 13Q: 3 clusters Score -5582722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5582740.000000 Penalty: 3458.204102
	Iteration 14Q: 3 clusters Score -5582740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5582752.000000 Penalty: 3458.204102
	Iteration 15Q: 3 clusters Score -5582752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5582759.500000 Penalty: 3458.204102
	Iteration 16Q: 3 clusters Score -5582760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5582762.000000 Penalty: 3458.204102
	Iteration 17Q: 3 clusters Score -5582762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5582762.000000 Penalty: 3458.204102
	Iteration 18F: 3 clusters Score -5582762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Entering Unmasked Estep 
Score: -4405155.000000 Penalty: 1694.224121
	Iteration 0F: 2 clusters Score -4405155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4382256.000000 Penalty: 3388.448242
	Iteration 0F: 3 clusters Score -4382256 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4391387.000000 Penalty: 3388.448242
	Iteration 1F: 3 clusters Score -4391387 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4392066.000000 Penalty: 3388.448242
	Iteration 2F: 3 clusters Score -4392066 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4392874.000000 Penalty: 3388.448242
	Iteration 3F: 3 clusters Score -4392874 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4393835.000000 Penalty: 3388.448242
	Iteration 4F: 3 clusters Score -4393835 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4394901.000000 Penalty: 3388.448242
	Iteration 5F: 3 clusters Score -4394901 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4396031.500000 Penalty: 3388.448242
	Iteration 6F: 3 clusters Score -4396032 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4397191.000000 Penalty: 3388.448242
	Iteration 7F: 3 clusters Score -4397191 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4398254.000000 Penalty: 3388.448242
	Iteration 8F: 3 clusters Score -4398254 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4399165.500000 Penalty: 3388.448242
	Iteration 9Q: 3 clusters Score -4399166 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4399779.000000 Penalty: 3388.448242
	Iteration 10Q: 3 clusters Score -4399779 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4400159.000000 Penalty: 3388.448242
	Iteration 11Q: 3 clusters Score -4400159 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4400454.000000 Penalty: 3388.448242
	Iteration 12Q: 3 clusters Score -4400454 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4400681.500000 Penalty: 3388.448242
	Iteration 13Q: 3 clusters Score -4400682 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4400886.000000 Penalty: 3388.448242
	Iteration 14Q: 3 clusters Score -4400886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4401060.000000 Penalty: 3388.448242
	Iteration 15Q: 3 clusters Score -4401060 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4401200.000000 Penalty: 3388.448242
	Iteration 16Q: 3 clusters Score -4401200 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4401336.000000 Penalty: 3388.448242
	Iteration 17Q: 3 clusters Score -4401336 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4401451.500000 Penalty: 3388.448242
	Iteration 18Q: 3 clusters Score -4401452 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4401561.000000 Penalty: 3388.448242
	Iteration 19Q: 3 clusters Score -4401561 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4401696.500000 Penalty: 3388.448242
	Iteration 20F: 3 clusters Score -4401696 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4401783.500000 Penalty: 3388.448242
	Iteration 21Q: 3 clusters Score -4401784 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4401874.000000 Penalty: 3388.448242
	Iteration 22Q: 3 clusters Score -4401874 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4401934.000000 Penalty: 3388.448242
	Iteration 23Q: 3 clusters Score -4401934 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4402037.500000 Penalty: 3388.448242
	Iteration 24Q: 3 clusters Score -4402038 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4402118.500000 Penalty: 3388.448242
	Iteration 25Q: 3 clusters Score -4402118 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4402190.500000 Penalty: 3388.448242
	Iteration 26Q: 3 clusters Score -4402190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4402261.500000 Penalty: 3388.448242
	Iteration 27Q: 3 clusters Score -4402262 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4402319.000000 Penalty: 3388.448242
	Iteration 28Q: 3 clusters Score -4402319 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4402386.000000 Penalty: 3388.448242
	Iteration 29Q: 3 clusters Score -4402386 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4402431.000000 Penalty: 3388.448242
	Iteration 30Q: 3 clusters Score -4402431 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4402472.500000 Penalty: 3388.448242
	Iteration 31Q: 3 clusters Score -4402472 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4402512.000000 Penalty: 3388.448242
	Iteration 32Q: 3 clusters Score -4402512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4402562.000000 Penalty: 3388.448242
	Iteration 33Q: 3 clusters Score -4402562 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4402596.500000 Penalty: 3388.448242
	Iteration 34Q: 3 clusters Score -4402596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4402616.000000 Penalty: 3388.448242
	Iteration 35Q: 3 clusters Score -4402616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4402667.000000 Penalty: 3388.448242
	Iteration 36Q: 3 clusters Score -4402667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4402690.000000 Penalty: 3388.448242
	Iteration 37Q: 3 clusters Score -4402690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4402726.500000 Penalty: 3388.448242
	Iteration 38Q: 3 clusters Score -4402726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4402769.500000 Penalty: 3388.448242
	Iteration 39Q: 3 clusters Score -4402770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4402804.000000 Penalty: 3388.448242
	Iteration 40F: 3 clusters Score -4402804 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4402862.000000 Penalty: 3388.448242
	Iteration 41Q: 3 clusters Score -4402862 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4402898.000000 Penalty: 3388.448242
	Iteration 42Q: 3 clusters Score -4402898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4402918.000000 Penalty: 3388.448242
	Iteration 43Q: 3 clusters Score -4402918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4402926.500000 Penalty: 3388.448242
	Iteration 44Q: 3 clusters Score -4402926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4402928.000000 Penalty: 3388.448242
	Iteration 45Q: 3 clusters Score -4402928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4402934.000000 Penalty: 3388.448242
	Iteration 46Q: 3 clusters Score -4402934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4402941.500000 Penalty: 3388.448242
	Iteration 47Q: 3 clusters Score -4402942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4402971.000000 Penalty: 3388.448242
	Iteration 48Q: 3 clusters Score -4402971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4402968.000000 Penalty: 3388.448242
	Iteration 49Q: 3 clusters Score -4402968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4402979.000000 Penalty: 3388.448242
	Iteration 50Q: 3 clusters Score -4402979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4402993.500000 Penalty: 3388.448242
	Iteration 51Q: 3 clusters Score -4402994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4403007.500000 Penalty: 3388.448242
	Iteration 52Q: 3 clusters Score -4403008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4403032.000000 Penalty: 3388.448242
	Iteration 53Q: 3 clusters Score -4403032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4403050.000000 Penalty: 3388.448242
	Iteration 54Q: 3 clusters Score -4403050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4403052.000000 Penalty: 3388.448242
	Iteration 55Q: 3 clusters Score -4403052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4403084.000000 Penalty: 3388.448242
	Iteration 56Q: 3 clusters Score -4403084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4403100.000000 Penalty: 3388.448242
	Iteration 57Q: 3 clusters Score -4403100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4403119.500000 Penalty: 3388.448242
	Iteration 58Q: 3 clusters Score -4403120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4403149.500000 Penalty: 3388.448242
	Iteration 59Q: 3 clusters Score -4403150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4403136.500000 Penalty: 3388.448242
	Iteration 60F: 3 clusters Score -4403136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4403163.000000 Penalty: 3388.448242
	Iteration 61Q: 3 clusters Score -4403163 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4403183.500000 Penalty: 3388.448242
	Iteration 62Q: 3 clusters Score -4403184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4403202.500000 Penalty: 3388.448242
	Iteration 63Q: 3 clusters Score -4403202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4403226.000000 Penalty: 3388.448242
	Iteration 64Q: 3 clusters Score -4403226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4403258.000000 Penalty: 3388.448242
	Iteration 65Q: 3 clusters Score -4403258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4403291.000000 Penalty: 3388.448242
	Iteration 66Q: 3 clusters Score -4403291 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4403306.000000 Penalty: 3388.448242
	Iteration 67Q: 3 clusters Score -4403306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4403357.000000 Penalty: 3388.448242
	Iteration 68Q: 3 clusters Score -4403357 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4403370.500000 Penalty: 3388.448242
	Iteration 69Q: 3 clusters Score -4403370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4403399.000000 Penalty: 3388.448242
	Iteration 70Q: 3 clusters Score -4403399 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4403411.000000 Penalty: 3388.448242
	Iteration 71Q: 3 clusters Score -4403411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4403443.500000 Penalty: 3388.448242
	Iteration 72Q: 3 clusters Score -4403444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4403448.000000 Penalty: 3388.448242
	Iteration 73Q: 3 clusters Score -4403448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4403448.000000 Penalty: 3388.448242
	Iteration 74Q: 3 clusters Score -4403448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4403440.500000 Penalty: 3388.448242
	Iteration 75Q: 3 clusters Score -4403440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4403458.000000 Penalty: 3388.448242
	Iteration 76Q: 3 clusters Score -4403458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4403472.500000 Penalty: 3388.448242
	Iteration 77Q: 3 clusters Score -4403472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4403480.000000 Penalty: 3388.448242
	Iteration 78Q: 3 clusters Score -4403480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4403503.500000 Penalty: 3388.448242
	Iteration 79Q: 3 clusters Score -4403504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4403509.000000 Penalty: 3388.448242
	Iteration 80F: 3 clusters Score -4403509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4403530.500000 Penalty: 3388.448242
	Iteration 81Q: 3 clusters Score -4403530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4403569.000000 Penalty: 3388.448242
	Iteration 82Q: 3 clusters Score -4403569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -4403589.000000 Penalty: 3388.448242
	Iteration 83Q: 3 clusters Score -4403589 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4403599.500000 Penalty: 3388.448242
	Iteration 84Q: 3 clusters Score -4403600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4403608.000000 Penalty: 3388.448242
	Iteration 85Q: 3 clusters Score -4403608 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4403636.000000 Penalty: 3388.448242
	Iteration 86Q: 3 clusters Score -4403636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -4403658.000000 Penalty: 3388.448242
	Iteration 87Q: 3 clusters Score -4403658 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -4403696.500000 Penalty: 3388.448242
	Iteration 88Q: 3 clusters Score -4403696 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -4403724.500000 Penalty: 3388.448242
	Iteration 89Q: 3 clusters Score -4403724 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4403774.000000 Penalty: 3388.448242
	Iteration 90Q: 3 clusters Score -4403774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4403851.000000 Penalty: 3388.448242
	Iteration 91Q: 3 clusters Score -4403851 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4403928.000000 Penalty: 3388.448242
	Iteration 92Q: 3 clusters Score -4403928 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4404038.000000 Penalty: 3388.448242
	Iteration 93Q: 3 clusters Score -4404038 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4404172.000000 Penalty: 3388.448242
	Iteration 94Q: 3 clusters Score -4404172 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4404344.000000 Penalty: 3388.448242
	Iteration 95Q: 3 clusters Score -4404344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4404510.000000 Penalty: 3388.448242
	Iteration 96Q: 3 clusters Score -4404510 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4404697.000000 Penalty: 3388.448242
	Iteration 97Q: 3 clusters Score -4404697 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4404803.500000 Penalty: 3388.448242
	Iteration 98Q: 3 clusters Score -4404804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4404904.500000 Penalty: 3388.448242
	Iteration 99Q: 3 clusters Score -4404904 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4404971.500000 Penalty: 3388.448242
	Iteration 100F: 3 clusters Score -4404972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4405009.500000 Penalty: 3388.448242
	Iteration 101Q: 3 clusters Score -4405010 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4405022.000000 Penalty: 3388.448242
	Iteration 102Q: 3 clusters Score -4405022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4405037.500000 Penalty: 3388.448242
	Iteration 103Q: 3 clusters Score -4405038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4405058.000000 Penalty: 3388.448242
	Iteration 104Q: 3 clusters Score -4405058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4405077.000000 Penalty: 3388.448242
	Iteration 105Q: 3 clusters Score -4405077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -4405081.000000 Penalty: 3388.448242
	Iteration 106Q: 3 clusters Score -4405081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4405073.000000 Penalty: 3388.448242
	Iteration 107Q: 3 clusters Score -4405073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4405087.000000 Penalty: 3388.448242
	Iteration 108Q: 3 clusters Score -4405087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4405079.000000 Penalty: 3388.448242
	Iteration 109Q: 3 clusters Score -4405079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4405092.500000 Penalty: 3388.448242
	Iteration 110Q: 3 clusters Score -4405092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4405084.500000 Penalty: 3388.448242
	Iteration 111Q: 3 clusters Score -4405084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4405090.000000 Penalty: 3388.448242
	Iteration 112Q: 3 clusters Score -4405090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4405083.500000 Penalty: 3388.448242
	Iteration 113Q: 3 clusters Score -4405084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4405082.500000 Penalty: 3388.448242
	Iteration 114Q: 3 clusters Score -4405082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4405085.500000 Penalty: 3388.448242
	Iteration 115Q: 3 clusters Score -4405086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4405083.500000 Penalty: 3388.448242
	Iteration 116Q: 3 clusters Score -4405084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4405079.500000 Penalty: 3388.448242
	Iteration 117Q: 3 clusters Score -4405080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4405079.500000 Penalty: 3388.448242
	Iteration 118Q: 3 clusters Score -4405080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -4405074.000000 Penalty: 3388.448242
	Iteration 119Q: 3 clusters Score -4405074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4405079.000000 Penalty: 3388.448242
	Iteration 120F: 3 clusters Score -4405079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4405077.000000 Penalty: 3388.448242
	Iteration 121Q: 3 clusters Score -4405077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4405077.500000 Penalty: 3388.448242
	Iteration 122Q: 3 clusters Score -4405078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4405077.500000 Penalty: 3388.448242
	Iteration 123Q: 3 clusters Score -4405078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4405073.500000 Penalty: 3388.448242
	Iteration 124Q: 3 clusters Score -4405074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4405074.000000 Penalty: 3388.448242
	Iteration 125Q: 3 clusters Score -4405074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4405076.500000 Penalty: 3388.448242
	Iteration 126Q: 3 clusters Score -4405076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4405072.500000 Penalty: 3388.448242
	Iteration 127Q: 3 clusters Score -4405072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4405080.000000 Penalty: 3388.448242
	Iteration 128Q: 3 clusters Score -4405080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4405077.500000 Penalty: 3388.448242
	Iteration 129Q: 3 clusters Score -4405078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4405084.500000 Penalty: 3388.448242
	Iteration 130Q: 3 clusters Score -4405084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4405083.000000 Penalty: 3388.448242
	Iteration 131Q: 3 clusters Score -4405083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4405086.500000 Penalty: 3388.448242
	Iteration 132Q: 3 clusters Score -4405086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4405086.500000 Penalty: 3388.448242
	Iteration 133Q: 3 clusters Score -4405086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4405088.000000 Penalty: 3388.448242
	Iteration 134Q: 3 clusters Score -4405088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4405087.000000 Penalty: 3388.448242
	Iteration 135Q: 3 clusters Score -4405087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4405084.500000 Penalty: 3388.448242
	Iteration 136Q: 3 clusters Score -4405084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4405091.500000 Penalty: 3388.448242
	Iteration 137Q: 3 clusters Score -4405092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4405091.500000 Penalty: 3388.448242
	Iteration 138F: 3 clusters Score -4405092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -85299.804688 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -85299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84107.132812 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -84107.13 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84601.062500 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -84601.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84994.562500 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -84994.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85406.429688 Penalty: 2162.180420
	Iteration 3F: 3 clusters Score -85406.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85686.757812 Penalty: 2162.180420
	Iteration 4F: 3 clusters Score -85686.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85798.421875 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -85798.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85849.132812 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -85849.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85867.859375 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -85867.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85873.335938 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -85873.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85873.835938 Penalty: 2162.180420
	Iteration 9Q: 3 clusters Score -85873.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85874.109375 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -85874.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85874.109375 Penalty: 2162.180420
	Iteration 11F: 3 clusters Score -85874.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Mstep: Class 47 contains 365 members 
Entering Unmasked Estep 
Score: -85976896.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85977432.000000 to -85976896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (47104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Entering Unmasked Estep 
Score: -6270619.500000 Penalty: 1748.518311
	Iteration 0F: 2 clusters Score -6270620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6239449.000000 Penalty: 3497.036621
	Iteration 0F: 3 clusters Score -6239449 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6252532.000000 Penalty: 3497.036621
	Iteration 1F: 3 clusters Score -6252532 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -6253566.500000 Penalty: 3497.036621
	Iteration 2Q: 3 clusters Score -6253566 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6254795.500000 Penalty: 3497.036621
	Iteration 3F: 3 clusters Score -6254796 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6256262.500000 Penalty: 3497.036621
	Iteration 4F: 3 clusters Score -6256262 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6258150.500000 Penalty: 3497.036621
	Iteration 5F: 3 clusters Score -6258150 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6260362.000000 Penalty: 3497.036621
	Iteration 6F: 3 clusters Score -6260362 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6262450.500000 Penalty: 3497.036621
	Iteration 7F: 3 clusters Score -6262450 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -6263918.500000 Penalty: 3497.036621
	Iteration 8F: 3 clusters Score -6263918 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6264556.500000 Penalty: 3497.036621
	Iteration 9Q: 3 clusters Score -6264556 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6264783.000000 Penalty: 3497.036621
	Iteration 10Q: 3 clusters Score -6264783 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6264873.500000 Penalty: 3497.036621
	Iteration 11Q: 3 clusters Score -6264874 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6264968.500000 Penalty: 3497.036621
	Iteration 12Q: 3 clusters Score -6264968 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6264994.000000 Penalty: 3497.036621
	Iteration 13Q: 3 clusters Score -6264994 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -6265064.500000 Penalty: 3497.036621
	Iteration 14Q: 3 clusters Score -6265064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6265146.000000 Penalty: 3497.036621
	Iteration 15Q: 3 clusters Score -6265146 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6265173.500000 Penalty: 3497.036621
	Iteration 16Q: 3 clusters Score -6265174 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6265223.000000 Penalty: 3497.036621
	Iteration 17Q: 3 clusters Score -6265223 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -6265269.000000 Penalty: 3497.036621
	Iteration 18Q: 3 clusters Score -6265269 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6265340.500000 Penalty: 3497.036621
	Iteration 19Q: 3 clusters Score -6265340 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6265369.500000 Penalty: 3497.036621
	Iteration 20F: 3 clusters Score -6265370 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -6265394.500000 Penalty: 3497.036621
	Iteration 21Q: 3 clusters Score -6265394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -6265394.500000 Penalty: 3497.036621
	Iteration 22Q: 3 clusters Score -6265394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -6265405.500000 Penalty: 3497.036621
	Iteration 23Q: 3 clusters Score -6265406 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6265453.500000 Penalty: 3497.036621
	Iteration 24Q: 3 clusters Score -6265454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6265495.000000 Penalty: 3497.036621
	Iteration 25Q: 3 clusters Score -6265495 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6265522.000000 Penalty: 3497.036621
	Iteration 26Q: 3 clusters Score -6265522 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -6265534.500000 Penalty: 3497.036621
	Iteration 27Q: 3 clusters Score -6265534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6265550.500000 Penalty: 3497.036621
	Iteration 28Q: 3 clusters Score -6265550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6265583.000000 Penalty: 3497.036621
	Iteration 29Q: 3 clusters Score -6265583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6265578.500000 Penalty: 3497.036621
	Iteration 30Q: 3 clusters Score -6265578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -6265607.000000 Penalty: 3497.036621
	Iteration 31Q: 3 clusters Score -6265607 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6265619.000000 Penalty: 3497.036621
	Iteration 32Q: 3 clusters Score -6265619 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6265629.000000 Penalty: 3497.036621
	Iteration 33Q: 3 clusters Score -6265629 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -6265664.000000 Penalty: 3497.036621
	Iteration 34Q: 3 clusters Score -6265664 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6265666.000000 Penalty: 3497.036621
	Iteration 35Q: 3 clusters Score -6265666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6265666.000000 Penalty: 3497.036621
	Iteration 36Q: 3 clusters Score -6265666 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -6265685.000000 Penalty: 3497.036621
	Iteration 37Q: 3 clusters Score -6265685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -6265685.500000 Penalty: 3497.036621
	Iteration 38Q: 3 clusters Score -6265686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -6265679.500000 Penalty: 3497.036621
	Iteration 39Q: 3 clusters Score -6265680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6265704.500000 Penalty: 3497.036621
	Iteration 40F: 3 clusters Score -6265704 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6265718.500000 Penalty: 3497.036621
	Iteration 41Q: 3 clusters Score -6265718 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6265713.500000 Penalty: 3497.036621
	Iteration 42Q: 3 clusters Score -6265714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -6265707.000000 Penalty: 3497.036621
	Iteration 43Q: 3 clusters Score -6265707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -6265703.500000 Penalty: 3497.036621
	Iteration 44Q: 3 clusters Score -6265704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -6265705.500000 Penalty: 3497.036621
	Iteration 45Q: 3 clusters Score -6265706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -6265714.000000 Penalty: 3497.036621
	Iteration 46Q: 3 clusters Score -6265714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6265723.000000 Penalty: 3497.036621
	Iteration 47Q: 3 clusters Score -6265723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6265724.000000 Penalty: 3497.036621
	Iteration 48Q: 3 clusters Score -6265724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6265722.500000 Penalty: 3497.036621
	Iteration 49Q: 3 clusters Score -6265722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -6265728.500000 Penalty: 3497.036621
	Iteration 50Q: 3 clusters Score -6265728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -6265732.500000 Penalty: 3497.036621
	Iteration 51Q: 3 clusters Score -6265732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6265723.500000 Penalty: 3497.036621
	Iteration 52Q: 3 clusters Score -6265724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -6265709.500000 Penalty: 3497.036621
	Iteration 53Q: 3 clusters Score -6265710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6265718.000000 Penalty: 3497.036621
	Iteration 54Q: 3 clusters Score -6265718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -6265714.500000 Penalty: 3497.036621
	Iteration 55Q: 3 clusters Score -6265714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6265709.000000 Penalty: 3497.036621
	Iteration 56Q: 3 clusters Score -6265709 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -6265723.500000 Penalty: 3497.036621
	Iteration 57Q: 3 clusters Score -6265724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6265726.000000 Penalty: 3497.036621
	Iteration 58Q: 3 clusters Score -6265726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -6265744.000000 Penalty: 3497.036621
	Iteration 59Q: 3 clusters Score -6265744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -6265740.000000 Penalty: 3497.036621
	Iteration 60F: 3 clusters Score -6265740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -6265746.500000 Penalty: 3497.036621
	Iteration 61Q: 3 clusters Score -6265746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6265738.000000 Penalty: 3497.036621
	Iteration 62Q: 3 clusters Score -6265738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6265741.000000 Penalty: 3497.036621
	Iteration 63Q: 3 clusters Score -6265741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6265728.500000 Penalty: 3497.036621
	Iteration 64Q: 3 clusters Score -6265728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6265734.000000 Penalty: 3497.036621
	Iteration 65Q: 3 clusters Score -6265734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -6265738.500000 Penalty: 3497.036621
	Iteration 66Q: 3 clusters Score -6265738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 67Q: 3 clusters Score -6265742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -6265733.000000 Penalty: 3497.036621
	Iteration 68Q: 3 clusters Score -6265733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -6265732.000000 Penalty: 3497.036621
	Iteration 69Q: 3 clusters Score -6265732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6265735.000000 Penalty: 3497.036621
	Iteration 70Q: 3 clusters Score -6265735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -6265732.500000 Penalty: 3497.036621
	Iteration 71Q: 3 clusters Score -6265732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6265728.500000 Penalty: 3497.036621
	Iteration 72Q: 3 clusters Score -6265728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 73Q: 3 clusters Score -6265742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6265746.500000 Penalty: 3497.036621
	Iteration 74Q: 3 clusters Score -6265746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 75Q: 3 clusters Score -6265742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -6265739.000000 Penalty: 3497.036621
	Iteration 76Q: 3 clusters Score -6265739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -6265739.000000 Penalty: 3497.036621
	Iteration 77Q: 3 clusters Score -6265739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 78Q: 3 clusters Score -6265742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6265730.500000 Penalty: 3497.036621
	Iteration 79Q: 3 clusters Score -6265730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6265728.000000 Penalty: 3497.036621
	Iteration 80F: 3 clusters Score -6265728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -6265727.500000 Penalty: 3497.036621
	Iteration 81Q: 3 clusters Score -6265728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6265729.500000 Penalty: 3497.036621
	Iteration 82Q: 3 clusters Score -6265730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6265732.000000 Penalty: 3497.036621
	Iteration 83Q: 3 clusters Score -6265732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6265737.500000 Penalty: 3497.036621
	Iteration 84Q: 3 clusters Score -6265738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6265731.500000 Penalty: 3497.036621
	Iteration 85Q: 3 clusters Score -6265732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -6265735.500000 Penalty: 3497.036621
	Iteration 86Q: 3 clusters Score -6265736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6265731.000000 Penalty: 3497.036621
	Iteration 87Q: 3 clusters Score -6265731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -6265736.500000 Penalty: 3497.036621
	Iteration 88Q: 3 clusters Score -6265736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6265739.000000 Penalty: 3497.036621
	Iteration 89Q: 3 clusters Score -6265739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6265749.000000 Penalty: 3497.036621
	Iteration 90Q: 3 clusters Score -6265749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -6265754.000000 Penalty: 3497.036621
	Iteration 91Q: 3 clusters Score -6265754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -6265752.500000 Penalty: 3497.036621
	Iteration 92Q: 3 clusters Score -6265752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6265754.000000 Penalty: 3497.036621
	Iteration 93Q: 3 clusters Score -6265754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6265748.500000 Penalty: 3497.036621
	Iteration 94Q: 3 clusters Score -6265748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 95Q: 3 clusters Score -6265742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 3497.036621
	Iteration 96Q: 3 clusters Score -6265742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6265735.500000 Penalty: 3497.036621
	Iteration 97Q: 3 clusters Score -6265736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6265736.000000 Penalty: 3497.036621
	Iteration 98Q: 3 clusters Score -6265736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -6265737.000000 Penalty: 3497.036621
	Iteration 99Q: 3 clusters Score -6265737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6265741.000000 Penalty: 3497.036621
	Iteration 100F: 3 clusters Score -6265741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6265743.000000 Penalty: 3497.036621
	Iteration 101Q: 3 clusters Score -6265743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6265735.500000 Penalty: 3497.036621
	Iteration 102Q: 3 clusters Score -6265736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6265750.500000 Penalty: 3497.036621
	Iteration 103Q: 3 clusters Score -6265750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6265750.500000 Penalty: 3497.036621
	Iteration 104Q: 3 clusters Score -6265750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -6265750.500000 Penalty: 3497.036621
	Iteration 105Q: 3 clusters Score -6265750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6265753.500000 Penalty: 3497.036621
	Iteration 106Q: 3 clusters Score -6265754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6265751.000000 Penalty: 3497.036621
	Iteration 107Q: 3 clusters Score -6265751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6265751.000000 Penalty: 3497.036621
	Iteration 108F: 3 clusters Score -6265751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -242093.312500 Penalty: 1201.505249
	Iteration 0F: 2 clusters Score -242093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -240295.531250 Penalty: 2403.010498
	Iteration 0F: 3 clusters Score -240295.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -240746.562500 Penalty: 2403.010498
	Iteration 1F: 3 clusters Score -240746.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -240901.515625 Penalty: 2403.010498
	Iteration 2F: 3 clusters Score -240901.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -241036.281250 Penalty: 2403.010498
	Iteration 3F: 3 clusters Score -241036.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -241194.109375 Penalty: 2403.010498
	Iteration 4F: 3 clusters Score -241194.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -241349.593750 Penalty: 2403.010498
	Iteration 5F: 3 clusters Score -241349.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -241504.546875 Penalty: 2403.010498
	Iteration 6F: 3 clusters Score -241504.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241620.125000 Penalty: 2403.010498
	Iteration 7Q: 3 clusters Score -241620.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241738.843750 Penalty: 2403.010498
	Iteration 8Q: 3 clusters Score -241738.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241806.062500 Penalty: 2403.010498
	Iteration 9Q: 3 clusters Score -241806.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -241843.984375 Penalty: 2403.010498
	Iteration 10Q: 3 clusters Score -241844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241866.343750 Penalty: 2403.010498
	Iteration 11Q: 3 clusters Score -241866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241875.328125 Penalty: 2403.010498
	Iteration 12Q: 3 clusters Score -241875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -241880.562500 Penalty: 2403.010498
	Iteration 13Q: 3 clusters Score -241880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -241884.718750 Penalty: 2403.010498
	Iteration 14Q: 3 clusters Score -241884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241888.734375 Penalty: 2403.010498
	Iteration 15Q: 3 clusters Score -241888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241892.593750 Penalty: 2403.010498
	Iteration 16Q: 3 clusters Score -241892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241895.890625 Penalty: 2403.010498
	Iteration 17Q: 3 clusters Score -241895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241903.593750 Penalty: 2403.010498
	Iteration 18Q: 3 clusters Score -241903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -241907.687500 Penalty: 2403.010498
	Iteration 19Q: 3 clusters Score -241907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241911.437500 Penalty: 2403.010498
	Iteration 20F: 3 clusters Score -241911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241912.625000 Penalty: 2403.010498
	Iteration 21Q: 3 clusters Score -241912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241913.125000 Penalty: 2403.010498
	Iteration 22Q: 3 clusters Score -241913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241913.125000 Penalty: 2403.010498
	Iteration 23F: 3 clusters Score -241913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -103924.367188 Penalty: 1094.371094
	Iteration 0F: 2 clusters Score -103924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102623.226562 Penalty: 2188.742188
	Iteration 0F: 3 clusters Score -102623.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102852.718750 Penalty: 2188.742188
	Iteration 1F: 3 clusters Score -102852.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102905.523438 Penalty: 2188.742188
	Iteration 2F: 3 clusters Score -102905.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102933.625000 Penalty: 2188.742188
	Iteration 3Q: 3 clusters Score -102933.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102950.539062 Penalty: 2188.742188
	Iteration 4Q: 3 clusters Score -102950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102962.023438 Penalty: 2188.742188
	Iteration 5Q: 3 clusters Score -102962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102966.726562 Penalty: 2188.742188
	Iteration 6Q: 3 clusters Score -102966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102971.570312 Penalty: 2188.742188
	Iteration 7Q: 3 clusters Score -102971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102974.507812 Penalty: 2188.742188
	Iteration 8Q: 3 clusters Score -102974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102978.320312 Penalty: 2188.742188
	Iteration 9Q: 3 clusters Score -102978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102980.984375 Penalty: 2188.742188
	Iteration 10Q: 3 clusters Score -102981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102982.093750 Penalty: 2188.742188
	Iteration 11Q: 3 clusters Score -102982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102982.093750 Penalty: 2188.742188
	Iteration 12F: 3 clusters Score -102982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Entering Unmasked Estep 
Score: -12440569.000000 Penalty: 1861.015015
	Iteration 0F: 2 clusters Score -1.244057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -12384977.000000 Penalty: 3722.030029
	Iteration 0F: 3 clusters Score -1.238498e+07 nChanged 44981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -12411091.000000 Penalty: 3722.030029
	Iteration 1F: 3 clusters Score -1.241109e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -12411973.000000 Penalty: 3722.030029
	Iteration 2Q: 3 clusters Score -1.241197e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -12413257.000000 Penalty: 3722.030029
	Iteration 3Q: 3 clusters Score -1.241326e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -12415160.000000 Penalty: 3722.030029
	Iteration 4Q: 3 clusters Score -1.241516e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -12417635.000000 Penalty: 3722.030029
	Iteration 5F: 3 clusters Score -1.241764e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -12420981.000000 Penalty: 3722.030029
	Iteration 6F: 3 clusters Score -1.242098e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -12424623.000000 Penalty: 3722.030029
	Iteration 7F: 3 clusters Score -1.242462e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -12427955.000000 Penalty: 3722.030029
	Iteration 8F: 3 clusters Score -1.242796e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -12430541.000000 Penalty: 3722.030029
	Iteration 9F: 3 clusters Score -1.243054e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -12432502.000000 Penalty: 3722.030029
	Iteration 10Q: 3 clusters Score -1.24325e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -12434044.000000 Penalty: 3722.030029
	Iteration 11Q: 3 clusters Score -1.243404e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -12435125.000000 Penalty: 3722.030029
	Iteration 12Q: 3 clusters Score -1.243512e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -12435880.000000 Penalty: 3722.030029
	Iteration 13Q: 3 clusters Score -1.243588e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -12436331.000000 Penalty: 3722.030029
	Iteration 14Q: 3 clusters Score -1.243633e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -12436722.000000 Penalty: 3722.030029
	Iteration 15Q: 3 clusters Score -1.243672e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -12437047.000000 Penalty: 3722.030029
	Iteration 16Q: 3 clusters Score -1.243705e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -12437386.000000 Penalty: 3722.030029
	Iteration 17Q: 3 clusters Score -1.243739e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -12437684.000000 Penalty: 3722.030029
	Iteration 18Q: 3 clusters Score -1.243768e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -12437973.000000 Penalty: 3722.030029
	Iteration 19Q: 3 clusters Score -1.243797e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -12438160.000000 Penalty: 3722.030029
	Iteration 20F: 3 clusters Score -1.243816e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -12438331.000000 Penalty: 3722.030029
	Iteration 21Q: 3 clusters Score -1.243833e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -12438503.000000 Penalty: 3722.030029
	Iteration 22Q: 3 clusters Score -1.24385e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -12438640.000000 Penalty: 3722.030029
	Iteration 23Q: 3 clusters Score -1.243864e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -12438716.000000 Penalty: 3722.030029
	Iteration 24Q: 3 clusters Score -1.243872e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -12438795.000000 Penalty: 3722.030029
	Iteration 25Q: 3 clusters Score -1.24388e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -12438878.000000 Penalty: 3722.030029
	Iteration 26Q: 3 clusters Score -1.243888e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -12438927.000000 Penalty: 3722.030029
	Iteration 27Q: 3 clusters Score -1.243893e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -12439015.000000 Penalty: 3722.030029
	Iteration 28Q: 3 clusters Score -1.243902e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -12439083.000000 Penalty: 3722.030029
	Iteration 29Q: 3 clusters Score -1.243908e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -12439131.000000 Penalty: 3722.030029
	Iteration 30Q: 3 clusters Score -1.243913e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -12439161.000000 Penalty: 3722.030029
	Iteration 31Q: 3 clusters Score -1.243916e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -12439190.000000 Penalty: 3722.030029
	Iteration 32Q: 3 clusters Score -1.243919e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -12439225.000000 Penalty: 3722.030029
	Iteration 33Q: 3 clusters Score -1.243922e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -12439321.000000 Penalty: 3722.030029
	Iteration 34Q: 3 clusters Score -1.243932e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -12439377.000000 Penalty: 3722.030029
	Iteration 35Q: 3 clusters Score -1.243938e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -12439425.000000 Penalty: 3722.030029
	Iteration 36Q: 3 clusters Score -1.243942e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -12439440.000000 Penalty: 3722.030029
	Iteration 37Q: 3 clusters Score -1.243944e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -12439446.000000 Penalty: 3722.030029
	Iteration 38Q: 3 clusters Score -1.243945e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -12439493.000000 Penalty: 3722.030029
	Iteration 39Q: 3 clusters Score -1.243949e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -12439531.000000 Penalty: 3722.030029
	Iteration 40F: 3 clusters Score -1.243953e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -12439553.000000 Penalty: 3722.030029
	Iteration 41Q: 3 clusters Score -1.243955e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -12439544.000000 Penalty: 3722.030029
	Iteration 42Q: 3 clusters Score -1.243954e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -12439549.000000 Penalty: 3722.030029
	Iteration 43Q: 3 clusters Score -1.243955e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -12439576.000000 Penalty: 3722.030029
	Iteration 44Q: 3 clusters Score -1.243958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -12439596.000000 Penalty: 3722.030029
	Iteration 45Q: 3 clusters Score -1.24396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -12439617.000000 Penalty: 3722.030029
	Iteration 46Q: 3 clusters Score -1.243962e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -12439598.000000 Penalty: 3722.030029
	Iteration 47Q: 3 clusters Score -1.24396e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -12439640.000000 Penalty: 3722.030029
	Iteration 48Q: 3 clusters Score -1.243964e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -12439653.000000 Penalty: 3722.030029
	Iteration 49Q: 3 clusters Score -1.243965e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -12439665.000000 Penalty: 3722.030029
	Iteration 50Q: 3 clusters Score -1.243966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -12439677.000000 Penalty: 3722.030029
	Iteration 51Q: 3 clusters Score -1.243968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -12439672.000000 Penalty: 3722.030029
	Iteration 52Q: 3 clusters Score -1.243967e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -12439674.000000 Penalty: 3722.030029
	Iteration 53Q: 3 clusters Score -1.243967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -12439657.000000 Penalty: 3722.030029
	Iteration 54Q: 3 clusters Score -1.243966e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -12439646.000000 Penalty: 3722.030029
	Iteration 55Q: 3 clusters Score -1.243965e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -12439627.000000 Penalty: 3722.030029
	Iteration 56Q: 3 clusters Score -1.243963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -12439660.000000 Penalty: 3722.030029
	Iteration 57Q: 3 clusters Score -1.243966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -12439681.000000 Penalty: 3722.030029
	Iteration 58Q: 3 clusters Score -1.243968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -12439674.000000 Penalty: 3722.030029
	Iteration 59Q: 3 clusters Score -1.243967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -12439675.000000 Penalty: 3722.030029
	Iteration 60F: 3 clusters Score -1.243968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -12439655.000000 Penalty: 3722.030029
	Iteration 61Q: 3 clusters Score -1.243966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -12439658.000000 Penalty: 3722.030029
	Iteration 62Q: 3 clusters Score -1.243966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -12439677.000000 Penalty: 3722.030029
	Iteration 63Q: 3 clusters Score -1.243968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -12439666.000000 Penalty: 3722.030029
	Iteration 64Q: 3 clusters Score -1.243967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -12439682.000000 Penalty: 3722.030029
	Iteration 65Q: 3 clusters Score -1.243968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -12439682.000000 Penalty: 3722.030029
	Iteration 66Q: 3 clusters Score -1.243968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -12439688.000000 Penalty: 3722.030029
	Iteration 67Q: 3 clusters Score -1.243969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -12439684.000000 Penalty: 3722.030029
	Iteration 68Q: 3 clusters Score -1.243968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -12439684.000000 Penalty: 3722.030029
	Iteration 69Q: 3 clusters Score -1.243968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -12439683.000000 Penalty: 3722.030029
	Iteration 70Q: 3 clusters Score -1.243968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -12439684.000000 Penalty: 3722.030029
	Iteration 71Q: 3 clusters Score -1.243968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12439690.000000 Penalty: 3722.030029
	Iteration 72Q: 3 clusters Score -1.243969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -12439680.000000 Penalty: 3722.030029
	Iteration 73Q: 3 clusters Score -1.243968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -12439676.000000 Penalty: 3722.030029
	Iteration 74Q: 3 clusters Score -1.243968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -12439680.000000 Penalty: 3722.030029
	Iteration 75Q: 3 clusters Score -1.243968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -12439680.000000 Penalty: 3722.030029
	Iteration 76Q: 3 clusters Score -1.243968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -12439680.000000 Penalty: 3722.030029
	Iteration 77Q: 3 clusters Score -1.243968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -12439681.000000 Penalty: 3722.030029
	Iteration 78Q: 3 clusters Score -1.243968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -12439683.000000 Penalty: 3722.030029
	Iteration 79Q: 3 clusters Score -1.243968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -12439684.000000 Penalty: 3722.030029
	Iteration 80F: 3 clusters Score -1.243968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -750944.437500 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -750944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -746460.500000 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -746460.5 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -748194.062500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -748194.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -748823.875000 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -748823.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -749444.125000 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -749444.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -750067.875000 Penalty: 2821.714844
	Iteration 4F: 3 clusters Score -750067.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -750630.000000 Penalty: 2821.714844
	Iteration 5F: 3 clusters Score -750630 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -750915.687500 Penalty: 2821.714844
	Iteration 6F: 3 clusters Score -750915.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -751037.687500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -751037.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -751109.187500 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -751109.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -751144.187500 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -751144.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -751167.437500 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -751167.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -751184.125000 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -751184.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -751194.812500 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -751194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -751202.375000 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -751202.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -751212.875000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -751212.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -751217.312500 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -751217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -751218.562500 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -751218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -751222.000000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -751222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -751226.562500 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -751226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -751229.125000 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -751229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -751230.750000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -751230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -751230.937500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -751230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -751230.687500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -751230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -751229.000000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -751229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -751231.125000 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -751231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -751231.125000 Penalty: 2821.714844
	Iteration 25F: 3 clusters Score -751231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 1667 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Mstep: Class 47 contains 4230 members 
Entering Unmasked Estep 
Score: -85976904.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85977432.000000 to -85976904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -646843.062500 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -646843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -642938.875000 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -642938.9 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -643950.437500 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -643950.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -644179.187500 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -644179.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -644401.187500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -644401.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -644661.375000 Penalty: 2766.393555
	Iteration 4F: 3 clusters Score -644661.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -644922.937500 Penalty: 2766.393555
	Iteration 5F: 3 clusters Score -644922.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -645169.125000 Penalty: 2766.393555
	Iteration 6F: 3 clusters Score -645169.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -645341.500000 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -645341.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -645449.437500 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -645449.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -645533.375000 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -645533.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -645601.812500 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -645601.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -645634.500000 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -645634.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -645656.062500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -645656.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -645675.500000 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -645675.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -645693.875000 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -645693.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -645717.312500 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -645717.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -645739.750000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -645739.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -645756.625000 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -645756.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -645772.500000 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -645772.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -645778.312500 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -645778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -645782.500000 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -645782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -645784.062500 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -645784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -645786.125000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -645786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -645786.937500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -645786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -645788.312500 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -645788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -645789.125000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -645789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -645792.750000 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -645792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -645791.750000 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -645791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -645795.250000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -645795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -645794.562500 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -645794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -645796.312500 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -645796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -645796.937500 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -645796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -645796.625000 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -645796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -645795.937500 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -645795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -645795.937500 Penalty: 2766.393555
	Iteration 34F: 3 clusters Score -645795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17615.412109 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17615.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17813.517578 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17813.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17926.835938 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17926.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17987.888672 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -17987.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18018.656250 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -18018.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18118.158203 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18118.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18173.210938 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18173.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18201.826172 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -18201.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18209.853516 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -18209.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18248.962891 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -18248.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18258.384766 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -18258.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18270.480469 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -18270.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18273.554688 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -18273.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18273.554688 Penalty: 1858.033936
	Iteration 13F: 3 clusters Score -18273.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Entering Unmasked Estep 
Score: -2738711.750000 Penalty: 1613.614380
	Iteration 0F: 2 clusters Score -2738712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2724609.000000 Penalty: 3227.228760
	Iteration 0F: 3 clusters Score -2724609 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2729629.250000 Penalty: 3227.228760
	Iteration 1F: 3 clusters Score -2729629 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2729890.500000 Penalty: 3227.228760
	Iteration 2Q: 3 clusters Score -2729890 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2730110.250000 Penalty: 3227.228760
	Iteration 3Q: 3 clusters Score -2730110 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2730291.750000 Penalty: 3227.228760
	Iteration 4Q: 3 clusters Score -2730292 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2730466.750000 Penalty: 3227.228760
	Iteration 5Q: 3 clusters Score -2730467 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2730632.750000 Penalty: 3227.228760
	Iteration 6Q: 3 clusters Score -2730633 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2730823.250000 Penalty: 3227.228760
	Iteration 7Q: 3 clusters Score -2730823 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2731088.000000 Penalty: 3227.228760
	Iteration 8Q: 3 clusters Score -2731088 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2731427.500000 Penalty: 3227.228760
	Iteration 9Q: 3 clusters Score -2731428 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2731842.000000 Penalty: 3227.228760
	Iteration 10Q: 3 clusters Score -2731842 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2732343.250000 Penalty: 3227.228760
	Iteration 11Q: 3 clusters Score -2732343 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2732933.000000 Penalty: 3227.228760
	Iteration 12F: 3 clusters Score -2732933 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2733604.250000 Penalty: 3227.228760
	Iteration 13F: 3 clusters Score -2733604 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2734449.500000 Penalty: 3227.228760
	Iteration 14F: 3 clusters Score -2734450 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2735318.250000 Penalty: 3227.228760
	Iteration 15Q: 3 clusters Score -2735318 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2736287.750000 Penalty: 3227.228760
	Iteration 16Q: 3 clusters Score -2736288 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2736933.250000 Penalty: 3227.228760
	Iteration 17Q: 3 clusters Score -2736933 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2737246.250000 Penalty: 3227.228760
	Iteration 18Q: 3 clusters Score -2737246 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2737420.250000 Penalty: 3227.228760
	Iteration 19Q: 3 clusters Score -2737420 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2737531.250000 Penalty: 3227.228760
	Iteration 20F: 3 clusters Score -2737531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2737595.500000 Penalty: 3227.228760
	Iteration 21Q: 3 clusters Score -2737596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2737624.250000 Penalty: 3227.228760
	Iteration 22Q: 3 clusters Score -2737624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2737638.500000 Penalty: 3227.228760
	Iteration 23Q: 3 clusters Score -2737638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2737648.000000 Penalty: 3227.228760
	Iteration 24Q: 3 clusters Score -2737648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2737651.500000 Penalty: 3227.228760
	Iteration 25Q: 3 clusters Score -2737652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2737669.750000 Penalty: 3227.228760
	Iteration 26Q: 3 clusters Score -2737670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2737675.250000 Penalty: 3227.228760
	Iteration 27Q: 3 clusters Score -2737675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2737683.000000 Penalty: 3227.228760
	Iteration 28Q: 3 clusters Score -2737683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2737684.500000 Penalty: 3227.228760
	Iteration 29Q: 3 clusters Score -2737684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2737683.500000 Penalty: 3227.228760
	Iteration 30Q: 3 clusters Score -2737684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2737692.500000 Penalty: 3227.228760
	Iteration 31Q: 3 clusters Score -2737692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2737692.750000 Penalty: 3227.228760
	Iteration 32Q: 3 clusters Score -2737693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2737690.500000 Penalty: 3227.228760
	Iteration 33Q: 3 clusters Score -2737690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2737691.500000 Penalty: 3227.228760
	Iteration 34Q: 3 clusters Score -2737692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2737690.250000 Penalty: 3227.228760
	Iteration 35Q: 3 clusters Score -2737690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2737686.500000 Penalty: 3227.228760
	Iteration 36Q: 3 clusters Score -2737686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2737689.250000 Penalty: 3227.228760
	Iteration 37Q: 3 clusters Score -2737689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2737688.750000 Penalty: 3227.228760
	Iteration 38Q: 3 clusters Score -2737689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2737692.750000 Penalty: 3227.228760
	Iteration 39Q: 3 clusters Score -2737693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2737694.250000 Penalty: 3227.228760
	Iteration 40F: 3 clusters Score -2737694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2737693.500000 Penalty: 3227.228760
	Iteration 41Q: 3 clusters Score -2737694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2737693.000000 Penalty: 3227.228760
	Iteration 42Q: 3 clusters Score -2737693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2737693.250000 Penalty: 3227.228760
	Iteration 43Q: 3 clusters Score -2737693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2737693.250000 Penalty: 3227.228760
	Iteration 44F: 3 clusters Score -2737693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50432.234375 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50432.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50656.390625 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50656.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50752.601562 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50823.031250 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -50823.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50853.082031 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -50853.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50948.714844 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -50948.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51065.976562 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51065.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51310.613281 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51310.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51462.324219 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -51462.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51527.425781 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -51527.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51534.453125 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -51534.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51534.453125 Penalty: 1921.888550
	Iteration 11F: 3 clusters Score -51534.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Mstep: Class 47 contains 150 members 
Entering Unmasked Estep 
Score: -85976432.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85977432.000000 to -85976432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54832.472656 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54832.47 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55055.843750 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55055.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55149.515625 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55149.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55187.722656 Penalty: 2062.901611
	Iteration 3Q: 3 clusters Score -55187.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55274.789062 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -55274.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55318.160156 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -55318.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55351.195312 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -55351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55397.128906 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -55397.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55433.980469 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -55433.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55471.027344 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -55471.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55485.421875 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -55485.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -55502.808594 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -55502.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55506.589844 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -55506.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55511.500000 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -55511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55521.847656 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -55521.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55522.597656 Penalty: 2062.901611
	Iteration 15Q: 3 clusters Score -55522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55525.687500 Penalty: 2062.901611
	Iteration 16Q: 3 clusters Score -55525.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55532.933594 Penalty: 2062.901611
	Iteration 17F: 3 clusters Score -55532.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55549.347656 Penalty: 2062.901611
	Iteration 18Q: 3 clusters Score -55549.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55556.667969 Penalty: 2062.901611
	Iteration 19Q: 3 clusters Score -55556.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55561.351562 Penalty: 2062.901611
	Iteration 20F: 3 clusters Score -55561.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55562.144531 Penalty: 2062.901611
	Iteration 21Q: 3 clusters Score -55562.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55562.144531 Penalty: 2062.901611
	Iteration 22F: 3 clusters Score -55562.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2244297.500000 Penalty: 1585.571533
	Iteration 0F: 2 clusters Score -2244298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2232452.750000 Penalty: 3171.143066
	Iteration 0F: 3 clusters Score -2232453 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2236637.750000 Penalty: 3171.143066
	Iteration 1F: 3 clusters Score -2236638 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2236923.750000 Penalty: 3171.143066
	Iteration 2Q: 3 clusters Score -2236924 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2237174.250000 Penalty: 3171.143066
	Iteration 3Q: 3 clusters Score -2237174 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2237439.500000 Penalty: 3171.143066
	Iteration 4Q: 3 clusters Score -2237440 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2237763.500000 Penalty: 3171.143066
	Iteration 5Q: 3 clusters Score -2237764 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2238184.500000 Penalty: 3171.143066
	Iteration 6Q: 3 clusters Score -2238184 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2238747.250000 Penalty: 3171.143066
	Iteration 7F: 3 clusters Score -2238747 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2239410.000000 Penalty: 3171.143066
	Iteration 8F: 3 clusters Score -2239410 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2240162.000000 Penalty: 3171.143066
	Iteration 9F: 3 clusters Score -2240162 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2240961.000000 Penalty: 3171.143066
	Iteration 10F: 3 clusters Score -2240961 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2241638.250000 Penalty: 3171.143066
	Iteration 11Q: 3 clusters Score -2241638 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2242147.250000 Penalty: 3171.143066
	Iteration 12Q: 3 clusters Score -2242147 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2242537.000000 Penalty: 3171.143066
	Iteration 13Q: 3 clusters Score -2242537 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2242764.500000 Penalty: 3171.143066
	Iteration 14Q: 3 clusters Score -2242764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2242893.750000 Penalty: 3171.143066
	Iteration 15Q: 3 clusters Score -2242894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2242958.250000 Penalty: 3171.143066
	Iteration 16Q: 3 clusters Score -2242958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2242999.250000 Penalty: 3171.143066
	Iteration 17Q: 3 clusters Score -2242999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2243018.000000 Penalty: 3171.143066
	Iteration 18Q: 3 clusters Score -2243018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2243030.750000 Penalty: 3171.143066
	Iteration 19Q: 3 clusters Score -2243031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2243038.750000 Penalty: 3171.143066
	Iteration 20F: 3 clusters Score -2243039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2243039.750000 Penalty: 3171.143066
	Iteration 21Q: 3 clusters Score -2243040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2243046.500000 Penalty: 3171.143066
	Iteration 22Q: 3 clusters Score -2243046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2243049.750000 Penalty: 3171.143066
	Iteration 23Q: 3 clusters Score -2243050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2243051.000000 Penalty: 3171.143066
	Iteration 24Q: 3 clusters Score -2243051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2243058.000000 Penalty: 3171.143066
	Iteration 25Q: 3 clusters Score -2243058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2243061.500000 Penalty: 3171.143066
	Iteration 26Q: 3 clusters Score -2243062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2243064.500000 Penalty: 3171.143066
	Iteration 27Q: 3 clusters Score -2243064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2243066.250000 Penalty: 3171.143066
	Iteration 28Q: 3 clusters Score -2243066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2243072.000000 Penalty: 3171.143066
	Iteration 29Q: 3 clusters Score -2243072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2243072.250000 Penalty: 3171.143066
	Iteration 30Q: 3 clusters Score -2243072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2243069.750000 Penalty: 3171.143066
	Iteration 31Q: 3 clusters Score -2243070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2243069.750000 Penalty: 3171.143066
	Iteration 32F: 3 clusters Score -2243070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34305.707031 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34305.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33427.121094 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33427.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33573.703125 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33573.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33641.011719 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33641.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33648.875000 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33648.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33648.875000 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -33648.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -221928.875000 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221928.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -222365.656250 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222365.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222631.796875 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222631.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222853.062500 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222853.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -223093.625000 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -223093.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -223274.015625 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -223274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -223402.000000 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -223402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223484.875000 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -223484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223519.578125 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223535.031250 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -223539.968750 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223540.703125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223540.703125 Penalty: 2356.456543
	Iteration 12F: 3 clusters Score -223540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -1218337.750000 Penalty: 1487.315552
	Iteration 0F: 2 clusters Score -1218338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1211477.250000 Penalty: 2974.631104
	Iteration 0F: 3 clusters Score -1211477 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1213695.125000 Penalty: 2974.631104
	Iteration 1F: 3 clusters Score -1213695 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1213919.250000 Penalty: 2974.631104
	Iteration 2F: 3 clusters Score -1213919 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1214089.625000 Penalty: 2974.631104
	Iteration 3Q: 3 clusters Score -1214090 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1214240.750000 Penalty: 2974.631104
	Iteration 4Q: 3 clusters Score -1214241 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1214351.375000 Penalty: 2974.631104
	Iteration 5Q: 3 clusters Score -1214351 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1214489.125000 Penalty: 2974.631104
	Iteration 6Q: 3 clusters Score -1214489 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1214615.000000 Penalty: 2974.631104
	Iteration 7Q: 3 clusters Score -1214615 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1214708.375000 Penalty: 2974.631104
	Iteration 8Q: 3 clusters Score -1214708 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1214788.625000 Penalty: 2974.631104
	Iteration 9Q: 3 clusters Score -1214789 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1214889.000000 Penalty: 2974.631104
	Iteration 10Q: 3 clusters Score -1214889 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1214979.250000 Penalty: 2974.631104
	Iteration 11Q: 3 clusters Score -1214979 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1215066.875000 Penalty: 2974.631104
	Iteration 12Q: 3 clusters Score -1215067 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1215151.750000 Penalty: 2974.631104
	Iteration 13Q: 3 clusters Score -1215152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1215224.750000 Penalty: 2974.631104
	Iteration 14Q: 3 clusters Score -1215225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1215298.750000 Penalty: 2974.631104
	Iteration 15Q: 3 clusters Score -1215299 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1215374.125000 Penalty: 2974.631104
	Iteration 16Q: 3 clusters Score -1215374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1215467.000000 Penalty: 2974.631104
	Iteration 17Q: 3 clusters Score -1215467 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1215563.250000 Penalty: 2974.631104
	Iteration 18Q: 3 clusters Score -1215563 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1215663.375000 Penalty: 2974.631104
	Iteration 19Q: 3 clusters Score -1215663 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1215765.125000 Penalty: 2974.631104
	Iteration 20F: 3 clusters Score -1215765 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1215897.750000 Penalty: 2974.631104
	Iteration 21Q: 3 clusters Score -1215898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1216026.750000 Penalty: 2974.631104
	Iteration 22Q: 3 clusters Score -1216027 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1216130.250000 Penalty: 2974.631104
	Iteration 23Q: 3 clusters Score -1216130 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1216232.625000 Penalty: 2974.631104
	Iteration 24Q: 3 clusters Score -1216233 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1216299.375000 Penalty: 2974.631104
	Iteration 25Q: 3 clusters Score -1216299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1216352.875000 Penalty: 2974.631104
	Iteration 26Q: 3 clusters Score -1216353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1216389.875000 Penalty: 2974.631104
	Iteration 27Q: 3 clusters Score -1216390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1216420.500000 Penalty: 2974.631104
	Iteration 28Q: 3 clusters Score -1216420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1216443.750000 Penalty: 2974.631104
	Iteration 29Q: 3 clusters Score -1216444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1216461.000000 Penalty: 2974.631104
	Iteration 30Q: 3 clusters Score -1216461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1216474.375000 Penalty: 2974.631104
	Iteration 31Q: 3 clusters Score -1216474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1216482.250000 Penalty: 2974.631104
	Iteration 32Q: 3 clusters Score -1216482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1216489.875000 Penalty: 2974.631104
	Iteration 33Q: 3 clusters Score -1216490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1216497.500000 Penalty: 2974.631104
	Iteration 34Q: 3 clusters Score -1216498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1216498.000000 Penalty: 2974.631104
	Iteration 35Q: 3 clusters Score -1216498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1216502.625000 Penalty: 2974.631104
	Iteration 36Q: 3 clusters Score -1216503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1216504.875000 Penalty: 2974.631104
	Iteration 37Q: 3 clusters Score -1216505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1216508.125000 Penalty: 2974.631104
	Iteration 38Q: 3 clusters Score -1216508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1216513.250000 Penalty: 2974.631104
	Iteration 39Q: 3 clusters Score -1216513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1216514.375000 Penalty: 2974.631104
	Iteration 40F: 3 clusters Score -1216514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1216513.625000 Penalty: 2974.631104
	Iteration 41Q: 3 clusters Score -1216514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1216513.375000 Penalty: 2974.631104
	Iteration 42Q: 3 clusters Score -1216513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1216513.500000 Penalty: 2974.631104
	Iteration 43Q: 3 clusters Score -1216514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1216514.500000 Penalty: 2974.631104
	Iteration 44Q: 3 clusters Score -1216514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1216519.000000 Penalty: 2974.631104
	Iteration 45Q: 3 clusters Score -1216519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1216515.750000 Penalty: 2974.631104
	Iteration 46Q: 3 clusters Score -1216516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1216516.750000 Penalty: 2974.631104
	Iteration 47Q: 3 clusters Score -1216517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1216525.250000 Penalty: 2974.631104
	Iteration 48Q: 3 clusters Score -1216525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1216528.250000 Penalty: 2974.631104
	Iteration 49Q: 3 clusters Score -1216528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1216532.875000 Penalty: 2974.631104
	Iteration 50Q: 3 clusters Score -1216533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1216535.125000 Penalty: 2974.631104
	Iteration 51Q: 3 clusters Score -1216535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1216538.625000 Penalty: 2974.631104
	Iteration 52Q: 3 clusters Score -1216539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1216544.500000 Penalty: 2974.631104
	Iteration 53Q: 3 clusters Score -1216544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1216545.625000 Penalty: 2974.631104
	Iteration 54Q: 3 clusters Score -1216546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1216548.250000 Penalty: 2974.631104
	Iteration 55Q: 3 clusters Score -1216548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1216549.125000 Penalty: 2974.631104
	Iteration 56Q: 3 clusters Score -1216549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1216552.375000 Penalty: 2974.631104
	Iteration 57Q: 3 clusters Score -1216552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1216555.625000 Penalty: 2974.631104
	Iteration 58Q: 3 clusters Score -1216556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1216558.750000 Penalty: 2974.631104
	Iteration 59Q: 3 clusters Score -1216559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1216557.750000 Penalty: 2974.631104
	Iteration 60F: 3 clusters Score -1216558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1216560.875000 Penalty: 2974.631104
	Iteration 61Q: 3 clusters Score -1216561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1216563.500000 Penalty: 2974.631104
	Iteration 62Q: 3 clusters Score -1216564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1216562.750000 Penalty: 2974.631104
	Iteration 63Q: 3 clusters Score -1216563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1216566.500000 Penalty: 2974.631104
	Iteration 64Q: 3 clusters Score -1216566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1216562.375000 Penalty: 2974.631104
	Iteration 65Q: 3 clusters Score -1216562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1216559.500000 Penalty: 2974.631104
	Iteration 66Q: 3 clusters Score -1216560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1216562.875000 Penalty: 2974.631104
	Iteration 67Q: 3 clusters Score -1216563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1216562.750000 Penalty: 2974.631104
	Iteration 68Q: 3 clusters Score -1216563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1216562.750000 Penalty: 2974.631104
	Iteration 69F: 3 clusters Score -1216563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5678.485840 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5678.486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5811.879883 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5811.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5844.000000 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -5844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5847.415527 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -5847.416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5856.132812 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -5856.133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5856.132812 Penalty: 1667.217041
	Iteration 5F: 3 clusters Score -5856.133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16738.283203 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16738.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16836.570312 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16836.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16841.166016 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16841.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16847.070312 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16847.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16848.232422 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16848.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16848.232422 Penalty: 1696.615723
	Iteration 5F: 3 clusters Score -16848.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35183.675781 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35183.68 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35421.953125 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35421.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35492.640625 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35492.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35548.843750 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -35548.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35588.132812 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35588.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35624.046875 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35624.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35648.003906 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35665.449219 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35665.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35681.652344 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35681.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35705.878906 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35705.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35718.164062 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -35718.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35724.363281 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -35724.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35728.339844 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -35728.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35735.769531 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -35735.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35737.625000 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -35737.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35737.625000 Penalty: 1930.555664
	Iteration 15F: 3 clusters Score -35737.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29421.736328 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29421.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29546.708984 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29546.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29616.171875 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29616.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29696.919922 Penalty: 1817.070801
	Iteration 3F: 3 clusters Score -29696.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29714.847656 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29714.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29734.824219 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29734.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29734.824219 Penalty: 1817.070801
	Iteration 6F: 3 clusters Score -29734.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1147245.125000 Penalty: 1478.363037
	Iteration 0F: 2 clusters Score -1147245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1140746.625000 Penalty: 2956.726074
	Iteration 0F: 3 clusters Score -1140747 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1142853.625000 Penalty: 2956.726074
	Iteration 1F: 3 clusters Score -1142854 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1143214.625000 Penalty: 2956.726074
	Iteration 2F: 3 clusters Score -1143215 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1143548.375000 Penalty: 2956.726074
	Iteration 3F: 3 clusters Score -1143548 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1143880.625000 Penalty: 2956.726074
	Iteration 4F: 3 clusters Score -1143881 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1144183.750000 Penalty: 2956.726074
	Iteration 5F: 3 clusters Score -1144184 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1144479.125000 Penalty: 2956.726074
	Iteration 6Q: 3 clusters Score -1144479 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1144795.750000 Penalty: 2956.726074
	Iteration 7Q: 3 clusters Score -1144796 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1145130.625000 Penalty: 2956.726074
	Iteration 8Q: 3 clusters Score -1145131 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1145427.250000 Penalty: 2956.726074
	Iteration 9Q: 3 clusters Score -1145427 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1145651.000000 Penalty: 2956.726074
	Iteration 10Q: 3 clusters Score -1145651 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1145800.750000 Penalty: 2956.726074
	Iteration 11Q: 3 clusters Score -1145801 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1145921.375000 Penalty: 2956.726074
	Iteration 12Q: 3 clusters Score -1145921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1145997.125000 Penalty: 2956.726074
	Iteration 13Q: 3 clusters Score -1145997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1146059.500000 Penalty: 2956.726074
	Iteration 14Q: 3 clusters Score -1146060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1146103.375000 Penalty: 2956.726074
	Iteration 15Q: 3 clusters Score -1146103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1146146.625000 Penalty: 2956.726074
	Iteration 16Q: 3 clusters Score -1146147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1146191.750000 Penalty: 2956.726074
	Iteration 17Q: 3 clusters Score -1146192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1146255.875000 Penalty: 2956.726074
	Iteration 18Q: 3 clusters Score -1146256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1146346.000000 Penalty: 2956.726074
	Iteration 19Q: 3 clusters Score -1146346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1146434.750000 Penalty: 2956.726074
	Iteration 20F: 3 clusters Score -1146435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1146507.625000 Penalty: 2956.726074
	Iteration 21Q: 3 clusters Score -1146508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1146568.500000 Penalty: 2956.726074
	Iteration 22Q: 3 clusters Score -1146568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1146611.625000 Penalty: 2956.726074
	Iteration 23Q: 3 clusters Score -1146612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1146643.625000 Penalty: 2956.726074
	Iteration 24Q: 3 clusters Score -1146644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1146668.125000 Penalty: 2956.726074
	Iteration 25Q: 3 clusters Score -1146668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1146687.375000 Penalty: 2956.726074
	Iteration 26Q: 3 clusters Score -1146687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1146696.875000 Penalty: 2956.726074
	Iteration 27Q: 3 clusters Score -1146697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1146706.500000 Penalty: 2956.726074
	Iteration 28Q: 3 clusters Score -1146706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1146710.000000 Penalty: 2956.726074
	Iteration 29Q: 3 clusters Score -1146710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1146712.500000 Penalty: 2956.726074
	Iteration 30Q: 3 clusters Score -1146712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1146716.000000 Penalty: 2956.726074
	Iteration 31Q: 3 clusters Score -1146716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1146719.500000 Penalty: 2956.726074
	Iteration 32Q: 3 clusters Score -1146720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1146723.375000 Penalty: 2956.726074
	Iteration 33Q: 3 clusters Score -1146723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1146722.750000 Penalty: 2956.726074
	Iteration 34Q: 3 clusters Score -1146723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1146722.500000 Penalty: 2956.726074
	Iteration 35Q: 3 clusters Score -1146722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1146721.750000 Penalty: 2956.726074
	Iteration 36Q: 3 clusters Score -1146722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1146721.750000 Penalty: 2956.726074
	Iteration 37F: 3 clusters Score -1146722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32649.017578 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32649.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32967.644531 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32967.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33093.578125 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33093.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33177.117188 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33177.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33205.007812 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33205.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33214.722656 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33214.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33217.058594 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33217.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33218.097656 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33218.097656 Penalty: 1983.331543
	Iteration 8F: 3 clusters Score -33218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Entering Unmasked Estep 
Score: -5810851.000000 Penalty: 1736.206543
	Iteration 0F: 2 clusters Score -5810851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5781774.500000 Penalty: 3472.413086
	Iteration 0F: 3 clusters Score -5781774 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5793093.500000 Penalty: 3472.413086
	Iteration 1F: 3 clusters Score -5793094 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5793548.000000 Penalty: 3472.413086
	Iteration 2Q: 3 clusters Score -5793548 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5794076.500000 Penalty: 3472.413086
	Iteration 3Q: 3 clusters Score -5794076 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5794753.500000 Penalty: 3472.413086
	Iteration 4Q: 3 clusters Score -5794754 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5795616.500000 Penalty: 3472.413086
	Iteration 5Q: 3 clusters Score -5795616 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5796730.000000 Penalty: 3472.413086
	Iteration 6Q: 3 clusters Score -5796730 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5798232.500000 Penalty: 3472.413086
	Iteration 7F: 3 clusters Score -5798232 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5800027.500000 Penalty: 3472.413086
	Iteration 8F: 3 clusters Score -5800028 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5801825.000000 Penalty: 3472.413086
	Iteration 9F: 3 clusters Score -5801825 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5803252.500000 Penalty: 3472.413086
	Iteration 10F: 3 clusters Score -5803252 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5804178.500000 Penalty: 3472.413086
	Iteration 11Q: 3 clusters Score -5804178 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5804846.500000 Penalty: 3472.413086
	Iteration 12Q: 3 clusters Score -5804846 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -5805308.000000 Penalty: 3472.413086
	Iteration 13Q: 3 clusters Score -5805308 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5805639.500000 Penalty: 3472.413086
	Iteration 14Q: 3 clusters Score -5805640 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -5805942.000000 Penalty: 3472.413086
	Iteration 15Q: 3 clusters Score -5805942 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5806278.500000 Penalty: 3472.413086
	Iteration 16Q: 3 clusters Score -5806278 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5806553.500000 Penalty: 3472.413086
	Iteration 17Q: 3 clusters Score -5806554 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5806819.000000 Penalty: 3472.413086
	Iteration 18Q: 3 clusters Score -5806819 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5807078.500000 Penalty: 3472.413086
	Iteration 19Q: 3 clusters Score -5807078 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -5807332.500000 Penalty: 3472.413086
	Iteration 20F: 3 clusters Score -5807332 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5807600.500000 Penalty: 3472.413086
	Iteration 21Q: 3 clusters Score -5807600 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5807886.000000 Penalty: 3472.413086
	Iteration 22Q: 3 clusters Score -5807886 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -5808142.500000 Penalty: 3472.413086
	Iteration 23Q: 3 clusters Score -5808142 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5808371.000000 Penalty: 3472.413086
	Iteration 24Q: 3 clusters Score -5808371 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5808553.000000 Penalty: 3472.413086
	Iteration 25Q: 3 clusters Score -5808553 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5808758.500000 Penalty: 3472.413086
	Iteration 26Q: 3 clusters Score -5808758 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5808880.000000 Penalty: 3472.413086
	Iteration 27Q: 3 clusters Score -5808880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5809024.000000 Penalty: 3472.413086
	Iteration 28Q: 3 clusters Score -5809024 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5809112.000000 Penalty: 3472.413086
	Iteration 29Q: 3 clusters Score -5809112 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5809193.500000 Penalty: 3472.413086
	Iteration 30Q: 3 clusters Score -5809194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5809251.000000 Penalty: 3472.413086
	Iteration 31Q: 3 clusters Score -5809251 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5809284.500000 Penalty: 3472.413086
	Iteration 32Q: 3 clusters Score -5809284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5809310.500000 Penalty: 3472.413086
	Iteration 33Q: 3 clusters Score -5809310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5809333.500000 Penalty: 3472.413086
	Iteration 34Q: 3 clusters Score -5809334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5809357.000000 Penalty: 3472.413086
	Iteration 35Q: 3 clusters Score -5809357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5809370.500000 Penalty: 3472.413086
	Iteration 36Q: 3 clusters Score -5809370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5809392.000000 Penalty: 3472.413086
	Iteration 37Q: 3 clusters Score -5809392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5809402.000000 Penalty: 3472.413086
	Iteration 38Q: 3 clusters Score -5809402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5809402.500000 Penalty: 3472.413086
	Iteration 39Q: 3 clusters Score -5809402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5809404.000000 Penalty: 3472.413086
	Iteration 40F: 3 clusters Score -5809404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5809405.000000 Penalty: 3472.413086
	Iteration 41Q: 3 clusters Score -5809405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5809408.500000 Penalty: 3472.413086
	Iteration 42Q: 3 clusters Score -5809408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5809414.500000 Penalty: 3472.413086
	Iteration 43Q: 3 clusters Score -5809414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5809423.500000 Penalty: 3472.413086
	Iteration 44Q: 3 clusters Score -5809424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5809420.500000 Penalty: 3472.413086
	Iteration 45Q: 3 clusters Score -5809420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5809425.000000 Penalty: 3472.413086
	Iteration 46Q: 3 clusters Score -5809425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5809425.000000 Penalty: 3472.413086
	Iteration 47Q: 3 clusters Score -5809425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5809425.000000 Penalty: 3472.413086
	Iteration 48F: 3 clusters Score -5809425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -113061.460938 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -113061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111736.484375 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -111736.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112080.398438 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -112080.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112205.960938 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -112206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112303.398438 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -112303.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112402.562500 Penalty: 2230.736084
	Iteration 4F: 3 clusters Score -112402.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112482.695312 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -112482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112525.156250 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -112525.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112563.812500 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -112563.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112603.773438 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -112603.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112626.898438 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -112626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112634.453125 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -112634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112639.343750 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -112639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112642.882812 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -112642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112644.187500 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -112644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112646.250000 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -112646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112646.250000 Penalty: 2230.736084
	Iteration 15F: 3 clusters Score -112646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72644.453125 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72644.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71495.515625 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71495.52 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71721.515625 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71721.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71771.265625 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71771.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71800.320312 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71800.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71808.812500 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71808.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71812.156250 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71812.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71822.914062 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71822.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71828.179688 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71828.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71829.953125 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71829.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71834.695312 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -71834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71834.882812 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -71834.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71834.882812 Penalty: 2098.959961
	Iteration 11F: 3 clusters Score -71834.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -1134342.625000 Penalty: 1476.570801
	Iteration 0F: 2 clusters Score -1134343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1127945.375000 Penalty: 2953.141602
	Iteration 0F: 3 clusters Score -1127945 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1129904.875000 Penalty: 2953.141602
	Iteration 1F: 3 clusters Score -1129905 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1130207.625000 Penalty: 2953.141602
	Iteration 2F: 3 clusters Score -1130208 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1130479.375000 Penalty: 2953.141602
	Iteration 3F: 3 clusters Score -1130479 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1130735.625000 Penalty: 2953.141602
	Iteration 4F: 3 clusters Score -1130736 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1130991.375000 Penalty: 2953.141602
	Iteration 5F: 3 clusters Score -1130991 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1131264.625000 Penalty: 2953.141602
	Iteration 6Q: 3 clusters Score -1131265 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1131518.500000 Penalty: 2953.141602
	Iteration 7Q: 3 clusters Score -1131518 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1131768.750000 Penalty: 2953.141602
	Iteration 8Q: 3 clusters Score -1131769 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1132013.000000 Penalty: 2953.141602
	Iteration 9Q: 3 clusters Score -1132013 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1132262.000000 Penalty: 2953.141602
	Iteration 10Q: 3 clusters Score -1132262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1132493.375000 Penalty: 2953.141602
	Iteration 11Q: 3 clusters Score -1132493 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1132678.000000 Penalty: 2953.141602
	Iteration 12Q: 3 clusters Score -1132678 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1132782.750000 Penalty: 2953.141602
	Iteration 13Q: 3 clusters Score -1132783 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1132855.875000 Penalty: 2953.141602
	Iteration 14Q: 3 clusters Score -1132856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1132903.000000 Penalty: 2953.141602
	Iteration 15Q: 3 clusters Score -1132903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1132922.750000 Penalty: 2953.141602
	Iteration 16Q: 3 clusters Score -1132923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1132944.125000 Penalty: 2953.141602
	Iteration 17Q: 3 clusters Score -1132944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1132954.250000 Penalty: 2953.141602
	Iteration 18Q: 3 clusters Score -1132954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1132970.875000 Penalty: 2953.141602
	Iteration 19Q: 3 clusters Score -1132971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1132980.375000 Penalty: 2953.141602
	Iteration 20F: 3 clusters Score -1132980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1132988.125000 Penalty: 2953.141602
	Iteration 21Q: 3 clusters Score -1132988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1132991.250000 Penalty: 2953.141602
	Iteration 22Q: 3 clusters Score -1132991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1132992.000000 Penalty: 2953.141602
	Iteration 23Q: 3 clusters Score -1132992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1132994.500000 Penalty: 2953.141602
	Iteration 24Q: 3 clusters Score -1132994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1132997.250000 Penalty: 2953.141602
	Iteration 25Q: 3 clusters Score -1132997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1132998.250000 Penalty: 2953.141602
	Iteration 26Q: 3 clusters Score -1132998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1132997.375000 Penalty: 2953.141602
	Iteration 27Q: 3 clusters Score -1132997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1132998.375000 Penalty: 2953.141602
	Iteration 28Q: 3 clusters Score -1132998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1133002.250000 Penalty: 2953.141602
	Iteration 29Q: 3 clusters Score -1133002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1133005.875000 Penalty: 2953.141602
	Iteration 30Q: 3 clusters Score -1133006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1133005.125000 Penalty: 2953.141602
	Iteration 31Q: 3 clusters Score -1133005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1133006.250000 Penalty: 2953.141602
	Iteration 32Q: 3 clusters Score -1133006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1133010.000000 Penalty: 2953.141602
	Iteration 33Q: 3 clusters Score -1133010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1133011.000000 Penalty: 2953.141602
	Iteration 34Q: 3 clusters Score -1133011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1133012.125000 Penalty: 2953.141602
	Iteration 35Q: 3 clusters Score -1133012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1133017.500000 Penalty: 2953.141602
	Iteration 36Q: 3 clusters Score -1133018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1133019.000000 Penalty: 2953.141602
	Iteration 37Q: 3 clusters Score -1133019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1133020.875000 Penalty: 2953.141602
	Iteration 38Q: 3 clusters Score -1133021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1133022.625000 Penalty: 2953.141602
	Iteration 39Q: 3 clusters Score -1133023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1133024.500000 Penalty: 2953.141602
	Iteration 40F: 3 clusters Score -1133024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1133022.875000 Penalty: 2953.141602
	Iteration 41Q: 3 clusters Score -1133023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1133022.375000 Penalty: 2953.141602
	Iteration 42Q: 3 clusters Score -1133022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1133023.250000 Penalty: 2953.141602
	Iteration 43Q: 3 clusters Score -1133023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1133023.500000 Penalty: 2953.141602
	Iteration 44Q: 3 clusters Score -1133024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1133022.625000 Penalty: 2953.141602
	Iteration 45Q: 3 clusters Score -1133023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1133023.125000 Penalty: 2953.141602
	Iteration 46Q: 3 clusters Score -1133023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1133024.000000 Penalty: 2953.141602
	Iteration 47Q: 3 clusters Score -1133024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1133026.125000 Penalty: 2953.141602
	Iteration 48Q: 3 clusters Score -1133026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1133028.250000 Penalty: 2953.141602
	Iteration 49Q: 3 clusters Score -1133028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1133028.000000 Penalty: 2953.141602
	Iteration 50Q: 3 clusters Score -1133028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1133027.000000 Penalty: 2953.141602
	Iteration 51Q: 3 clusters Score -1133027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1133027.000000 Penalty: 2953.141602
	Iteration 52F: 3 clusters Score -1133027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -44636.171875 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -44636.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43715.261719 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -43715.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43889.246094 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -43889.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43961.648438 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -43961.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43994.734375 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -43994.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44012.105469 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -44012.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44019.019531 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -44019.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44024.726562 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -44024.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44026.257812 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -44026.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44026.257812 Penalty: 1912.983887
	Iteration 8F: 3 clusters Score -44026.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2675426.500000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675426 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2679634.000000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679634 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2680229.250000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2680229 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2680880.000000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2680880 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2681686.750000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2681687 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2682634.250000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2682634 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2683765.000000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2683765 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2684891.750000 Penalty: 3157.155029
	Iteration 7F: 3 clusters Score -2684892 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2685863.750000 Penalty: 3157.155029
	Iteration 8F: 3 clusters Score -2685864 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2686366.250000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2686366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2686571.750000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2686572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2686687.000000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2686687 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2686753.250000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2686753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2686780.250000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2686780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2686791.250000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2686791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2686816.250000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2686816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2686814.250000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2686814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2686817.250000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2686817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2686821.500000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2686822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2686821.000000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2686821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2686823.000000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2686823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2686823.500000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2686824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2686827.500000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2686828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2686820.250000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2686820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2686821.500000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2686822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2686821.500000 Penalty: 3157.155029
	Iteration 25F: 3 clusters Score -2686822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 5290 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Mstep: Class 47 contains 11263 members 
Entering Unmasked Estep 
Score: -85977048.000000 Penalty: 102362.921875
Splitting cluster 30 changes total score from -85977432.000000 to -85977048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (68500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Entering Unmasked Estep 
Score: -9154559.000000 Penalty: 1809.370728
	Iteration 0F: 2 clusters Score -9154559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -9111996.000000 Penalty: 3618.741455
	Iteration 0F: 3 clusters Score -9111996 nChanged 32408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -9130212.000000 Penalty: 3618.741455
	Iteration 1F: 3 clusters Score -9130212 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -9130793.000000 Penalty: 3618.741455
	Iteration 2Q: 3 clusters Score -9130793 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -9131595.000000 Penalty: 3618.741455
	Iteration 3Q: 3 clusters Score -9131595 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -9132658.000000 Penalty: 3618.741455
	Iteration 4Q: 3 clusters Score -9132658 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -9134337.000000 Penalty: 3618.741455
	Iteration 5Q: 3 clusters Score -9134337 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -9136654.000000 Penalty: 3618.741455
	Iteration 6F: 3 clusters Score -9136654 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -9139492.000000 Penalty: 3618.741455
	Iteration 7F: 3 clusters Score -9139492 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -9142205.000000 Penalty: 3618.741455
	Iteration 8F: 3 clusters Score -9142205 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -9144146.000000 Penalty: 3618.741455
	Iteration 9F: 3 clusters Score -9144146 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -9145136.000000 Penalty: 3618.741455
	Iteration 10Q: 3 clusters Score -9145136 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -9145536.000000 Penalty: 3618.741455
	Iteration 11Q: 3 clusters Score -9145536 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -9145695.000000 Penalty: 3618.741455
	Iteration 12Q: 3 clusters Score -9145695 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -9145766.000000 Penalty: 3618.741455
	Iteration 13Q: 3 clusters Score -9145766 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -9145836.000000 Penalty: 3618.741455
	Iteration 14Q: 3 clusters Score -9145836 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -9145903.000000 Penalty: 3618.741455
	Iteration 15Q: 3 clusters Score -9145903 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -9146000.000000 Penalty: 3618.741455
	Iteration 16Q: 3 clusters Score -9146000 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -9146068.000000 Penalty: 3618.741455
	Iteration 17Q: 3 clusters Score -9146068 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9146140.000000 Penalty: 3618.741455
	Iteration 18Q: 3 clusters Score -9146140 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -9146239.000000 Penalty: 3618.741455
	Iteration 19Q: 3 clusters Score -9146239 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -9146315.000000 Penalty: 3618.741455
	Iteration 20F: 3 clusters Score -9146315 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9146410.000000 Penalty: 3618.741455
	Iteration 21Q: 3 clusters Score -9146410 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -9146530.000000 Penalty: 3618.741455
	Iteration 22Q: 3 clusters Score -9146530 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -9146631.000000 Penalty: 3618.741455
	Iteration 23Q: 3 clusters Score -9146631 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -9146741.000000 Penalty: 3618.741455
	Iteration 24Q: 3 clusters Score -9146741 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -9146861.000000 Penalty: 3618.741455
	Iteration 25Q: 3 clusters Score -9146861 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -9146961.000000 Penalty: 3618.741455
	Iteration 26Q: 3 clusters Score -9146961 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -9147075.000000 Penalty: 3618.741455
	Iteration 27Q: 3 clusters Score -9147075 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -9147191.000000 Penalty: 3618.741455
	Iteration 28Q: 3 clusters Score -9147191 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -9147356.000000 Penalty: 3618.741455
	Iteration 29Q: 3 clusters Score -9147356 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -9147454.000000 Penalty: 3618.741455
	Iteration 30Q: 3 clusters Score -9147454 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -9147657.000000 Penalty: 3618.741455
	Iteration 31Q: 3 clusters Score -9147657 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -9147823.000000 Penalty: 3618.741455
	Iteration 32Q: 3 clusters Score -9147823 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -9147918.000000 Penalty: 3618.741455
	Iteration 33Q: 3 clusters Score -9147918 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -9148081.000000 Penalty: 3618.741455
	Iteration 34Q: 3 clusters Score -9148081 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -9148193.000000 Penalty: 3618.741455
	Iteration 35Q: 3 clusters Score -9148193 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -9148336.000000 Penalty: 3618.741455
	Iteration 36Q: 3 clusters Score -9148336 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -9148465.000000 Penalty: 3618.741455
	Iteration 37Q: 3 clusters Score -9148465 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -9148553.000000 Penalty: 3618.741455
	Iteration 38Q: 3 clusters Score -9148553 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -9148616.000000 Penalty: 3618.741455
	Iteration 39Q: 3 clusters Score -9148616 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -9148735.000000 Penalty: 3618.741455
	Iteration 40F: 3 clusters Score -9148735 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9148856.000000 Penalty: 3618.741455
	Iteration 41Q: 3 clusters Score -9148856 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -9148942.000000 Penalty: 3618.741455
	Iteration 42Q: 3 clusters Score -9148942 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -9149032.000000 Penalty: 3618.741455
	Iteration 43Q: 3 clusters Score -9149032 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -9149090.000000 Penalty: 3618.741455
	Iteration 44Q: 3 clusters Score -9149090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -9149159.000000 Penalty: 3618.741455
	Iteration 45Q: 3 clusters Score -9149159 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -9149243.000000 Penalty: 3618.741455
	Iteration 46Q: 3 clusters Score -9149243 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -9149307.000000 Penalty: 3618.741455
	Iteration 47Q: 3 clusters Score -9149307 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -9149343.000000 Penalty: 3618.741455
	Iteration 48Q: 3 clusters Score -9149343 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -9149398.000000 Penalty: 3618.741455
	Iteration 49Q: 3 clusters Score -9149398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -9149417.000000 Penalty: 3618.741455
	Iteration 50Q: 3 clusters Score -9149417 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -9149441.000000 Penalty: 3618.741455
	Iteration 51Q: 3 clusters Score -9149441 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -9149508.000000 Penalty: 3618.741455
	Iteration 52Q: 3 clusters Score -9149508 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -9149531.000000 Penalty: 3618.741455
	Iteration 53Q: 3 clusters Score -9149531 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -9149581.000000 Penalty: 3618.741455
	Iteration 54Q: 3 clusters Score -9149581 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -9149613.000000 Penalty: 3618.741455
	Iteration 55Q: 3 clusters Score -9149613 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -9149625.000000 Penalty: 3618.741455
	Iteration 56Q: 3 clusters Score -9149625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -9149629.000000 Penalty: 3618.741455
	Iteration 57Q: 3 clusters Score -9149629 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -9149654.000000 Penalty: 3618.741455
	Iteration 58Q: 3 clusters Score -9149654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -9149660.000000 Penalty: 3618.741455
	Iteration 59Q: 3 clusters Score -9149660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -9149654.000000 Penalty: 3618.741455
	Iteration 60F: 3 clusters Score -9149654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -9149673.000000 Penalty: 3618.741455
	Iteration 61Q: 3 clusters Score -9149673 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -9149673.000000 Penalty: 3618.741455
	Iteration 62Q: 3 clusters Score -9149673 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -9149678.000000 Penalty: 3618.741455
	Iteration 63Q: 3 clusters Score -9149678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -9149720.000000 Penalty: 3618.741455
	Iteration 64Q: 3 clusters Score -9149720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 65Q: 3 clusters Score -9149727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -9149734.000000 Penalty: 3618.741455
	Iteration 66Q: 3 clusters Score -9149734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -9149725.000000 Penalty: 3618.741455
	Iteration 67Q: 3 clusters Score -9149725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -9149721.000000 Penalty: 3618.741455
	Iteration 68Q: 3 clusters Score -9149721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9149734.000000 Penalty: 3618.741455
	Iteration 69Q: 3 clusters Score -9149734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 70Q: 3 clusters Score -9149727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -9149736.000000 Penalty: 3618.741455
	Iteration 71Q: 3 clusters Score -9149736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -9149734.000000 Penalty: 3618.741455
	Iteration 72Q: 3 clusters Score -9149734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -9149729.000000 Penalty: 3618.741455
	Iteration 73Q: 3 clusters Score -9149729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -9149735.000000 Penalty: 3618.741455
	Iteration 74Q: 3 clusters Score -9149735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -9149726.000000 Penalty: 3618.741455
	Iteration 75Q: 3 clusters Score -9149726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -9149720.000000 Penalty: 3618.741455
	Iteration 76Q: 3 clusters Score -9149720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -9149707.000000 Penalty: 3618.741455
	Iteration 77Q: 3 clusters Score -9149707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -9149707.000000 Penalty: 3618.741455
	Iteration 78Q: 3 clusters Score -9149707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -9149707.000000 Penalty: 3618.741455
	Iteration 79Q: 3 clusters Score -9149707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -9149718.000000 Penalty: 3618.741455
	Iteration 80F: 3 clusters Score -9149718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -9149722.000000 Penalty: 3618.741455
	Iteration 81Q: 3 clusters Score -9149722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -9149715.000000 Penalty: 3618.741455
	Iteration 82Q: 3 clusters Score -9149715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -9149718.000000 Penalty: 3618.741455
	Iteration 83Q: 3 clusters Score -9149718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -9149716.000000 Penalty: 3618.741455
	Iteration 84Q: 3 clusters Score -9149716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -9149722.000000 Penalty: 3618.741455
	Iteration 85Q: 3 clusters Score -9149722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -9149725.000000 Penalty: 3618.741455
	Iteration 86Q: 3 clusters Score -9149725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -9149735.000000 Penalty: 3618.741455
	Iteration 87Q: 3 clusters Score -9149735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -9149741.000000 Penalty: 3618.741455
	Iteration 88Q: 3 clusters Score -9149741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -9149733.000000 Penalty: 3618.741455
	Iteration 89Q: 3 clusters Score -9149733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -9149726.000000 Penalty: 3618.741455
	Iteration 90Q: 3 clusters Score -9149726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 91Q: 3 clusters Score -9149727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 92Q: 3 clusters Score -9149727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -9149729.000000 Penalty: 3618.741455
	Iteration 93Q: 3 clusters Score -9149729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -9149729.000000 Penalty: 3618.741455
	Iteration 94Q: 3 clusters Score -9149729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -9149732.000000 Penalty: 3618.741455
	Iteration 95Q: 3 clusters Score -9149732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -9149715.000000 Penalty: 3618.741455
	Iteration 96Q: 3 clusters Score -9149715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -9149720.000000 Penalty: 3618.741455
	Iteration 97Q: 3 clusters Score -9149720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -9149736.000000 Penalty: 3618.741455
	Iteration 98Q: 3 clusters Score -9149736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -9149740.000000 Penalty: 3618.741455
	Iteration 99Q: 3 clusters Score -9149740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -9149735.000000 Penalty: 3618.741455
	Iteration 100F: 3 clusters Score -9149735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 101Q: 3 clusters Score -9149727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -9149734.000000 Penalty: 3618.741455
	Iteration 102Q: 3 clusters Score -9149734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -9149737.000000 Penalty: 3618.741455
	Iteration 103Q: 3 clusters Score -9149737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -9149728.000000 Penalty: 3618.741455
	Iteration 104Q: 3 clusters Score -9149728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -9149712.000000 Penalty: 3618.741455
	Iteration 105Q: 3 clusters Score -9149712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -9149720.000000 Penalty: 3618.741455
	Iteration 106Q: 3 clusters Score -9149720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -9149718.000000 Penalty: 3618.741455
	Iteration 107Q: 3 clusters Score -9149718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -9149727.000000 Penalty: 3618.741455
	Iteration 108Q: 3 clusters Score -9149727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -9149719.000000 Penalty: 3618.741455
	Iteration 109Q: 3 clusters Score -9149719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -9149718.000000 Penalty: 3618.741455
	Iteration 110Q: 3 clusters Score -9149718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9149726.000000 Penalty: 3618.741455
	Iteration 111Q: 3 clusters Score -9149726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -9149715.000000 Penalty: 3618.741455
	Iteration 112Q: 3 clusters Score -9149715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -9149719.000000 Penalty: 3618.741455
	Iteration 113Q: 3 clusters Score -9149719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -9149717.000000 Penalty: 3618.741455
	Iteration 114Q: 3 clusters Score -9149717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -9149709.000000 Penalty: 3618.741455
	Iteration 115Q: 3 clusters Score -9149709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -9149709.000000 Penalty: 3618.741455
	Iteration 116Q: 3 clusters Score -9149709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -9149708.000000 Penalty: 3618.741455
	Iteration 117Q: 3 clusters Score -9149708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -9149713.000000 Penalty: 3618.741455
	Iteration 118Q: 3 clusters Score -9149713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -9149715.000000 Penalty: 3618.741455
	Iteration 119Q: 3 clusters Score -9149715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -9149713.000000 Penalty: 3618.741455
	Iteration 120F: 3 clusters Score -9149713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -9149714.000000 Penalty: 3618.741455
	Iteration 121Q: 3 clusters Score -9149714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -9149709.000000 Penalty: 3618.741455
	Iteration 122Q: 3 clusters Score -9149709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -9149709.000000 Penalty: 3618.741455
	Iteration 123Q: 3 clusters Score -9149709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9149703.000000 Penalty: 3618.741455
	Iteration 124Q: 3 clusters Score -9149703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -9149703.000000 Penalty: 3618.741455
	Iteration 125Q: 3 clusters Score -9149703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -9149711.000000 Penalty: 3618.741455
	Iteration 126Q: 3 clusters Score -9149711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -9149711.000000 Penalty: 3618.741455
	Iteration 127Q: 3 clusters Score -9149711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -9149711.000000 Penalty: 3618.741455
	Iteration 128F: 3 clusters Score -9149711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15785.038086 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15785.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15949.383789 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15949.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16029.025391 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -16029.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16091.601562 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -16091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16122.524414 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16122.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16130.230469 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16130.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16130.230469 Penalty: 1805.969116
	Iteration 6F: 3 clusters Score -16130.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26594.033203 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26594.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26809.830078 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26809.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26869.621094 Penalty: 1863.335938
	Iteration 2Q: 3 clusters Score -26869.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26922.289062 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -26922.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26942.474609 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -26942.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26956.466797 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -26956.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26968.923828 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -26968.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26977.003906 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -26977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26980.576172 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -26980.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26980.576172 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -26980.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -202388.031250 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -202388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -200541.687500 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -200541.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -200948.109375 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -200948.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201038.062500 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -201038.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -201084.359375 Penalty: 2401.608398
	Iteration 3Q: 3 clusters Score -201084.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -201134.765625 Penalty: 2401.608398
	Iteration 4Q: 3 clusters Score -201134.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201186.625000 Penalty: 2401.608398
	Iteration 5Q: 3 clusters Score -201186.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -201229.234375 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -201229.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -201257.437500 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -201257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -201285.078125 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -201285.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -201316.984375 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -201317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -201354.109375 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -201354.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201372.718750 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -201372.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201395.468750 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -201395.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201420.421875 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -201420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201436.468750 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -201436.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -201460.703125 Penalty: 2401.608398
	Iteration 15Q: 3 clusters Score -201460.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -201490.531250 Penalty: 2401.608398
	Iteration 16Q: 3 clusters Score -201490.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -201525.031250 Penalty: 2401.608398
	Iteration 17Q: 3 clusters Score -201525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -201554.562500 Penalty: 2401.608398
	Iteration 18Q: 3 clusters Score -201554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -201569.093750 Penalty: 2401.608398
	Iteration 19Q: 3 clusters Score -201569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -201574.890625 Penalty: 2401.608398
	Iteration 20F: 3 clusters Score -201574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -201580.421875 Penalty: 2401.608398
	Iteration 21Q: 3 clusters Score -201580.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -201590.734375 Penalty: 2401.608398
	Iteration 22Q: 3 clusters Score -201590.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -201601.703125 Penalty: 2401.608398
	Iteration 23Q: 3 clusters Score -201601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -201606.093750 Penalty: 2401.608398
	Iteration 24Q: 3 clusters Score -201606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -201607.734375 Penalty: 2401.608398
	Iteration 25Q: 3 clusters Score -201607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -201610.265625 Penalty: 2401.608398
	Iteration 26Q: 3 clusters Score -201610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -201614.562500 Penalty: 2401.608398
	Iteration 27Q: 3 clusters Score -201614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -201617.515625 Penalty: 2401.608398
	Iteration 28Q: 3 clusters Score -201617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -201621.671875 Penalty: 2401.608398
	Iteration 29Q: 3 clusters Score -201621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -201624.375000 Penalty: 2401.608398
	Iteration 30Q: 3 clusters Score -201624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -201626.171875 Penalty: 2401.608398
	Iteration 31Q: 3 clusters Score -201626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -201628.125000 Penalty: 2401.608398
	Iteration 32Q: 3 clusters Score -201628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -201629.218750 Penalty: 2401.608398
	Iteration 33Q: 3 clusters Score -201629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -201629.218750 Penalty: 2401.608398
	Iteration 34F: 3 clusters Score -201629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67704.359375 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67704.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67850.890625 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67850.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67887.203125 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -67887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -67906.992188 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67906.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -67926.812500 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -67926.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -67956.281250 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -67956.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -67989.890625 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -67989.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -68045.406250 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68045.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -68067.656250 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68067.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -68091.273438 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -68091.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -68131.976562 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -68131.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -68153.539062 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -68153.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -68160.859375 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -68160.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -68168.664062 Penalty: 1927.979736
	Iteration 13Q: 3 clusters Score -68168.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -68177.632812 Penalty: 1927.979736
	Iteration 14Q: 3 clusters Score -68177.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -68191.062500 Penalty: 1927.979736
	Iteration 15Q: 3 clusters Score -68191.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -68197.132812 Penalty: 1927.979736
	Iteration 16Q: 3 clusters Score -68197.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -68197.890625 Penalty: 1927.979736
	Iteration 17Q: 3 clusters Score -68197.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -68201.679688 Penalty: 1927.979736
	Iteration 18F: 3 clusters Score -68201.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -68224.562500 Penalty: 1927.979736
	Iteration 19Q: 3 clusters Score -68224.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -68251.671875 Penalty: 1927.979736
	Iteration 20F: 3 clusters Score -68251.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -68273.843750 Penalty: 1927.979736
	Iteration 21Q: 3 clusters Score -68273.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -68276.218750 Penalty: 1927.979736
	Iteration 22Q: 3 clusters Score -68276.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -68282.031250 Penalty: 1927.979736
	Iteration 23Q: 3 clusters Score -68282.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -68286.593750 Penalty: 1927.979736
	Iteration 24Q: 3 clusters Score -68286.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -68291.593750 Penalty: 1927.979736
	Iteration 25Q: 3 clusters Score -68291.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -68291.593750 Penalty: 1927.979736
	Iteration 26F: 3 clusters Score -68291.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6486.072754 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6486.073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6576.731445 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6576.731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6613.940918 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6613.941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6660.351562 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6660.352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6660.351562 Penalty: 1657.456543
	Iteration 4F: 3 clusters Score -6660.352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -24648.576172 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -24648.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23875.718750 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -23875.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23974.443359 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -23974.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24001.732422 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -24001.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24022.458984 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -24022.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24041.894531 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -24041.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24059.943359 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -24059.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24061.746094 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -24061.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24065.189453 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -24065.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24068.484375 Penalty: 1768.785767
	Iteration 8Q: 3 clusters Score -24068.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24075.318359 Penalty: 1768.785767
	Iteration 9Q: 3 clusters Score -24075.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24077.914062 Penalty: 1768.785767
	Iteration 10Q: 3 clusters Score -24077.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24077.914062 Penalty: 1768.785767
	Iteration 11F: 3 clusters Score -24077.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83808.195312 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83808.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84039.507812 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -84039.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84118.453125 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84118.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84164.531250 Penalty: 2100.991211
	Iteration 3Q: 3 clusters Score -84164.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84188.437500 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84188.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84222.906250 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84222.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84253.953125 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84253.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84274.476562 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84274.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84280.375000 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84280.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84281.101562 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84281.101562 Penalty: 2100.991211
	Iteration 10F: 3 clusters Score -84281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Entering Unmasked Estep 
Score: -3283875.750000 Penalty: 1647.798218
	Iteration 0F: 2 clusters Score -3283876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3266786.750000 Penalty: 3295.596436
	Iteration 0F: 3 clusters Score -3266787 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3273065.500000 Penalty: 3295.596436
	Iteration 1F: 3 clusters Score -3273066 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3273509.750000 Penalty: 3295.596436
	Iteration 2F: 3 clusters Score -3273510 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3273875.500000 Penalty: 3295.596436
	Iteration 3Q: 3 clusters Score -3273876 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3274211.250000 Penalty: 3295.596436
	Iteration 4Q: 3 clusters Score -3274211 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3274514.750000 Penalty: 3295.596436
	Iteration 5Q: 3 clusters Score -3274515 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3274830.750000 Penalty: 3295.596436
	Iteration 6Q: 3 clusters Score -3274831 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3275171.750000 Penalty: 3295.596436
	Iteration 7Q: 3 clusters Score -3275172 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3275615.250000 Penalty: 3295.596436
	Iteration 8Q: 3 clusters Score -3275615 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3276179.500000 Penalty: 3295.596436
	Iteration 9Q: 3 clusters Score -3276180 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3276915.000000 Penalty: 3295.596436
	Iteration 10Q: 3 clusters Score -3276915 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3277791.250000 Penalty: 3295.596436
	Iteration 11F: 3 clusters Score -3277791 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3278625.500000 Penalty: 3295.596436
	Iteration 12F: 3 clusters Score -3278626 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3279334.000000 Penalty: 3295.596436
	Iteration 13Q: 3 clusters Score -3279334 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3279812.500000 Penalty: 3295.596436
	Iteration 14Q: 3 clusters Score -3279812 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3280133.250000 Penalty: 3295.596436
	Iteration 15Q: 3 clusters Score -3280133 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3280359.500000 Penalty: 3295.596436
	Iteration 16Q: 3 clusters Score -3280360 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3280510.000000 Penalty: 3295.596436
	Iteration 17Q: 3 clusters Score -3280510 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3280635.250000 Penalty: 3295.596436
	Iteration 18Q: 3 clusters Score -3280635 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3280757.750000 Penalty: 3295.596436
	Iteration 19Q: 3 clusters Score -3280758 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3280844.500000 Penalty: 3295.596436
	Iteration 20F: 3 clusters Score -3280844 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3280954.500000 Penalty: 3295.596436
	Iteration 21Q: 3 clusters Score -3280954 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3281054.000000 Penalty: 3295.596436
	Iteration 22Q: 3 clusters Score -3281054 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3281143.000000 Penalty: 3295.596436
	Iteration 23Q: 3 clusters Score -3281143 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3281203.500000 Penalty: 3295.596436
	Iteration 24Q: 3 clusters Score -3281204 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3281247.250000 Penalty: 3295.596436
	Iteration 25Q: 3 clusters Score -3281247 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3281312.250000 Penalty: 3295.596436
	Iteration 26Q: 3 clusters Score -3281312 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3281339.500000 Penalty: 3295.596436
	Iteration 27Q: 3 clusters Score -3281340 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3281358.250000 Penalty: 3295.596436
	Iteration 28Q: 3 clusters Score -3281358 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3281384.250000 Penalty: 3295.596436
	Iteration 29Q: 3 clusters Score -3281384 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3281416.750000 Penalty: 3295.596436
	Iteration 30Q: 3 clusters Score -3281417 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3281431.750000 Penalty: 3295.596436
	Iteration 31Q: 3 clusters Score -3281432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3281446.250000 Penalty: 3295.596436
	Iteration 32Q: 3 clusters Score -3281446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3281466.000000 Penalty: 3295.596436
	Iteration 33Q: 3 clusters Score -3281466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3281483.250000 Penalty: 3295.596436
	Iteration 34Q: 3 clusters Score -3281483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3281506.000000 Penalty: 3295.596436
	Iteration 35Q: 3 clusters Score -3281506 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3281514.750000 Penalty: 3295.596436
	Iteration 36Q: 3 clusters Score -3281515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3281535.250000 Penalty: 3295.596436
	Iteration 37Q: 3 clusters Score -3281535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3281548.500000 Penalty: 3295.596436
	Iteration 38Q: 3 clusters Score -3281548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3281555.500000 Penalty: 3295.596436
	Iteration 39Q: 3 clusters Score -3281556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3281573.250000 Penalty: 3295.596436
	Iteration 40F: 3 clusters Score -3281573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3281565.500000 Penalty: 3295.596436
	Iteration 41Q: 3 clusters Score -3281566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3281577.500000 Penalty: 3295.596436
	Iteration 42Q: 3 clusters Score -3281578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3281590.250000 Penalty: 3295.596436
	Iteration 43Q: 3 clusters Score -3281590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3281591.500000 Penalty: 3295.596436
	Iteration 44Q: 3 clusters Score -3281592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3281606.250000 Penalty: 3295.596436
	Iteration 45Q: 3 clusters Score -3281606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3281615.500000 Penalty: 3295.596436
	Iteration 46Q: 3 clusters Score -3281616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3281632.500000 Penalty: 3295.596436
	Iteration 47Q: 3 clusters Score -3281632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3281639.250000 Penalty: 3295.596436
	Iteration 48Q: 3 clusters Score -3281639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3281642.000000 Penalty: 3295.596436
	Iteration 49Q: 3 clusters Score -3281642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3281650.750000 Penalty: 3295.596436
	Iteration 50Q: 3 clusters Score -3281651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3281660.000000 Penalty: 3295.596436
	Iteration 51Q: 3 clusters Score -3281660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3281666.250000 Penalty: 3295.596436
	Iteration 52Q: 3 clusters Score -3281666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3281674.750000 Penalty: 3295.596436
	Iteration 53Q: 3 clusters Score -3281675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3281673.750000 Penalty: 3295.596436
	Iteration 54Q: 3 clusters Score -3281674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3281677.500000 Penalty: 3295.596436
	Iteration 55Q: 3 clusters Score -3281678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3281690.250000 Penalty: 3295.596436
	Iteration 56Q: 3 clusters Score -3281690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3281682.000000 Penalty: 3295.596436
	Iteration 57Q: 3 clusters Score -3281682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3281689.750000 Penalty: 3295.596436
	Iteration 58Q: 3 clusters Score -3281690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3281696.750000 Penalty: 3295.596436
	Iteration 59Q: 3 clusters Score -3281697 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3281707.000000 Penalty: 3295.596436
	Iteration 60F: 3 clusters Score -3281707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3281721.750000 Penalty: 3295.596436
	Iteration 61Q: 3 clusters Score -3281722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3281729.000000 Penalty: 3295.596436
	Iteration 62Q: 3 clusters Score -3281729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3281743.000000 Penalty: 3295.596436
	Iteration 63Q: 3 clusters Score -3281743 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3281749.750000 Penalty: 3295.596436
	Iteration 64Q: 3 clusters Score -3281750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3281761.250000 Penalty: 3295.596436
	Iteration 65Q: 3 clusters Score -3281761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3281762.250000 Penalty: 3295.596436
	Iteration 66Q: 3 clusters Score -3281762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3281780.250000 Penalty: 3295.596436
	Iteration 67Q: 3 clusters Score -3281780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3281793.750000 Penalty: 3295.596436
	Iteration 68Q: 3 clusters Score -3281794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3281810.500000 Penalty: 3295.596436
	Iteration 69Q: 3 clusters Score -3281810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3281813.250000 Penalty: 3295.596436
	Iteration 70Q: 3 clusters Score -3281813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3281838.500000 Penalty: 3295.596436
	Iteration 71Q: 3 clusters Score -3281838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3281845.250000 Penalty: 3295.596436
	Iteration 72Q: 3 clusters Score -3281845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3281845.250000 Penalty: 3295.596436
	Iteration 73Q: 3 clusters Score -3281845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3281848.750000 Penalty: 3295.596436
	Iteration 74Q: 3 clusters Score -3281849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3281853.000000 Penalty: 3295.596436
	Iteration 75Q: 3 clusters Score -3281853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3281860.500000 Penalty: 3295.596436
	Iteration 76Q: 3 clusters Score -3281860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3281866.250000 Penalty: 3295.596436
	Iteration 77Q: 3 clusters Score -3281866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3281874.000000 Penalty: 3295.596436
	Iteration 78Q: 3 clusters Score -3281874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3281875.750000 Penalty: 3295.596436
	Iteration 79Q: 3 clusters Score -3281876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3281875.250000 Penalty: 3295.596436
	Iteration 80F: 3 clusters Score -3281875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3281878.750000 Penalty: 3295.596436
	Iteration 81Q: 3 clusters Score -3281879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3281883.750000 Penalty: 3295.596436
	Iteration 82Q: 3 clusters Score -3281884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3281882.500000 Penalty: 3295.596436
	Iteration 83Q: 3 clusters Score -3281882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3281879.250000 Penalty: 3295.596436
	Iteration 84Q: 3 clusters Score -3281879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3281887.500000 Penalty: 3295.596436
	Iteration 85Q: 3 clusters Score -3281888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3281890.250000 Penalty: 3295.596436
	Iteration 86Q: 3 clusters Score -3281890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3281901.250000 Penalty: 3295.596436
	Iteration 87Q: 3 clusters Score -3281901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3281889.500000 Penalty: 3295.596436
	Iteration 88Q: 3 clusters Score -3281890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3281890.250000 Penalty: 3295.596436
	Iteration 89Q: 3 clusters Score -3281890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3281895.250000 Penalty: 3295.596436
	Iteration 90Q: 3 clusters Score -3281895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3281895.750000 Penalty: 3295.596436
	Iteration 91Q: 3 clusters Score -3281896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3281903.500000 Penalty: 3295.596436
	Iteration 92Q: 3 clusters Score -3281904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3281899.250000 Penalty: 3295.596436
	Iteration 93Q: 3 clusters Score -3281899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3281904.000000 Penalty: 3295.596436
	Iteration 94Q: 3 clusters Score -3281904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3281900.250000 Penalty: 3295.596436
	Iteration 95Q: 3 clusters Score -3281900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3281904.250000 Penalty: 3295.596436
	Iteration 96Q: 3 clusters Score -3281904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3281907.000000 Penalty: 3295.596436
	Iteration 97Q: 3 clusters Score -3281907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3281913.000000 Penalty: 3295.596436
	Iteration 98Q: 3 clusters Score -3281913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3281912.750000 Penalty: 3295.596436
	Iteration 99Q: 3 clusters Score -3281913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3281909.250000 Penalty: 3295.596436
	Iteration 100F: 3 clusters Score -3281909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3281911.750000 Penalty: 3295.596436
	Iteration 101Q: 3 clusters Score -3281912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3281914.750000 Penalty: 3295.596436
	Iteration 102Q: 3 clusters Score -3281915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3281924.250000 Penalty: 3295.596436
	Iteration 103Q: 3 clusters Score -3281924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3281924.250000 Penalty: 3295.596436
	Iteration 104Q: 3 clusters Score -3281924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3281923.250000 Penalty: 3295.596436
	Iteration 105Q: 3 clusters Score -3281923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3281923.750000 Penalty: 3295.596436
	Iteration 106Q: 3 clusters Score -3281924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3281926.000000 Penalty: 3295.596436
	Iteration 107Q: 3 clusters Score -3281926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3281928.500000 Penalty: 3295.596436
	Iteration 108Q: 3 clusters Score -3281928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3281930.250000 Penalty: 3295.596436
	Iteration 109Q: 3 clusters Score -3281930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3281929.000000 Penalty: 3295.596436
	Iteration 110Q: 3 clusters Score -3281929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3281928.250000 Penalty: 3295.596436
	Iteration 111Q: 3 clusters Score -3281928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3281929.000000 Penalty: 3295.596436
	Iteration 112Q: 3 clusters Score -3281929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3281932.000000 Penalty: 3295.596436
	Iteration 113Q: 3 clusters Score -3281932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3281938.250000 Penalty: 3295.596436
	Iteration 114Q: 3 clusters Score -3281938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3281935.500000 Penalty: 3295.596436
	Iteration 115Q: 3 clusters Score -3281936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3281938.250000 Penalty: 3295.596436
	Iteration 116Q: 3 clusters Score -3281938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3281929.500000 Penalty: 3295.596436
	Iteration 117Q: 3 clusters Score -3281930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3281934.250000 Penalty: 3295.596436
	Iteration 118Q: 3 clusters Score -3281934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3281935.500000 Penalty: 3295.596436
	Iteration 119Q: 3 clusters Score -3281936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3281936.750000 Penalty: 3295.596436
	Iteration 120F: 3 clusters Score -3281937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3281935.000000 Penalty: 3295.596436
	Iteration 121Q: 3 clusters Score -3281935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3281931.750000 Penalty: 3295.596436
	Iteration 122Q: 3 clusters Score -3281932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3281939.000000 Penalty: 3295.596436
	Iteration 123Q: 3 clusters Score -3281939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3281943.000000 Penalty: 3295.596436
	Iteration 124Q: 3 clusters Score -3281943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3281937.750000 Penalty: 3295.596436
	Iteration 125Q: 3 clusters Score -3281938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3281949.250000 Penalty: 3295.596436
	Iteration 126Q: 3 clusters Score -3281949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3281944.500000 Penalty: 3295.596436
	Iteration 127Q: 3 clusters Score -3281944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3281943.250000 Penalty: 3295.596436
	Iteration 128Q: 3 clusters Score -3281943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3281955.500000 Penalty: 3295.596436
	Iteration 129Q: 3 clusters Score -3281956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3281958.500000 Penalty: 3295.596436
	Iteration 130Q: 3 clusters Score -3281958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3281963.250000 Penalty: 3295.596436
	Iteration 131Q: 3 clusters Score -3281963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3281966.250000 Penalty: 3295.596436
	Iteration 132Q: 3 clusters Score -3281966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3281968.250000 Penalty: 3295.596436
	Iteration 133Q: 3 clusters Score -3281968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3281970.750000 Penalty: 3295.596436
	Iteration 134Q: 3 clusters Score -3281971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3281977.000000 Penalty: 3295.596436
	Iteration 135Q: 3 clusters Score -3281977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3281985.500000 Penalty: 3295.596436
	Iteration 136Q: 3 clusters Score -3281986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3281988.000000 Penalty: 3295.596436
	Iteration 137Q: 3 clusters Score -3281988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3281996.250000 Penalty: 3295.596436
	Iteration 138Q: 3 clusters Score -3281996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3281991.250000 Penalty: 3295.596436
	Iteration 139Q: 3 clusters Score -3281991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3281996.250000 Penalty: 3295.596436
	Iteration 140F: 3 clusters Score -3281996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3282001.500000 Penalty: 3295.596436
	Iteration 141Q: 3 clusters Score -3282002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3282002.250000 Penalty: 3295.596436
	Iteration 142Q: 3 clusters Score -3282002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3281999.750000 Penalty: 3295.596436
	Iteration 143Q: 3 clusters Score -3282000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3282006.500000 Penalty: 3295.596436
	Iteration 144Q: 3 clusters Score -3282006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3282014.500000 Penalty: 3295.596436
	Iteration 145Q: 3 clusters Score -3282014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3282018.500000 Penalty: 3295.596436
	Iteration 146Q: 3 clusters Score -3282018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3282021.250000 Penalty: 3295.596436
	Iteration 147Q: 3 clusters Score -3282021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3282022.750000 Penalty: 3295.596436
	Iteration 148Q: 3 clusters Score -3282023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3282017.500000 Penalty: 3295.596436
	Iteration 149Q: 3 clusters Score -3282018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3282022.000000 Penalty: 3295.596436
	Iteration 150Q: 3 clusters Score -3282022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3282017.250000 Penalty: 3295.596436
	Iteration 151Q: 3 clusters Score -3282017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3282023.500000 Penalty: 3295.596436
	Iteration 152Q: 3 clusters Score -3282024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3282025.000000 Penalty: 3295.596436
	Iteration 153Q: 3 clusters Score -3282025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3282029.000000 Penalty: 3295.596436
	Iteration 154Q: 3 clusters Score -3282029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3282027.750000 Penalty: 3295.596436
	Iteration 155Q: 3 clusters Score -3282028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3282026.750000 Penalty: 3295.596436
	Iteration 156Q: 3 clusters Score -3282027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3282029.500000 Penalty: 3295.596436
	Iteration 157Q: 3 clusters Score -3282030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3282027.750000 Penalty: 3295.596436
	Iteration 158Q: 3 clusters Score -3282028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3282027.000000 Penalty: 3295.596436
	Iteration 159Q: 3 clusters Score -3282027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3282025.750000 Penalty: 3295.596436
	Iteration 160F: 3 clusters Score -3282026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3282027.250000 Penalty: 3295.596436
	Iteration 161Q: 3 clusters Score -3282027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3282024.500000 Penalty: 3295.596436
	Iteration 162Q: 3 clusters Score -3282024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3282028.500000 Penalty: 3295.596436
	Iteration 163Q: 3 clusters Score -3282028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3282033.000000 Penalty: 3295.596436
	Iteration 164Q: 3 clusters Score -3282033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3282031.750000 Penalty: 3295.596436
	Iteration 165Q: 3 clusters Score -3282032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3282033.750000 Penalty: 3295.596436
	Iteration 166Q: 3 clusters Score -3282034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3282031.250000 Penalty: 3295.596436
	Iteration 167Q: 3 clusters Score -3282031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3282031.250000 Penalty: 3295.596436
	Iteration 168F: 3 clusters Score -3282031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -40799.054688 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -40799.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39907.753906 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -39907.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40313.773438 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -40313.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40560.753906 Penalty: 1978.201782
	Iteration 2F: 3 clusters Score -40560.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40709.910156 Penalty: 1978.201782
	Iteration 3Q: 3 clusters Score -40709.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40853.132812 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -40853.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40901.023438 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -40901.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40921.953125 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -40921.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40932.347656 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -40932.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40932.347656 Penalty: 1978.201782
	Iteration 8F: 3 clusters Score -40932.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 202 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Mstep: Class 47 contains 238 members 
Entering Unmasked Estep 
Score: -85976408.000000 Penalty: 102362.921875
Splitting cluster 40 changes total score from -85977432.000000 to -85976408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -807403.187500 Penalty: 1430.654053
	Iteration 0F: 2 clusters Score -807403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -802487.937500 Penalty: 2861.308105
	Iteration 0F: 3 clusters Score -802487.9 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -804070.250000 Penalty: 2861.308105
	Iteration 1F: 3 clusters Score -804070.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -804388.562500 Penalty: 2861.308105
	Iteration 2F: 3 clusters Score -804388.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -804633.937500 Penalty: 2861.308105
	Iteration 3F: 3 clusters Score -804633.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -804858.312500 Penalty: 2861.308105
	Iteration 4F: 3 clusters Score -804858.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -805038.375000 Penalty: 2861.308105
	Iteration 5Q: 3 clusters Score -805038.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -805192.562500 Penalty: 2861.308105
	Iteration 6Q: 3 clusters Score -805192.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -805316.312500 Penalty: 2861.308105
	Iteration 7Q: 3 clusters Score -805316.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -805415.562500 Penalty: 2861.308105
	Iteration 8Q: 3 clusters Score -805415.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -805483.500000 Penalty: 2861.308105
	Iteration 9Q: 3 clusters Score -805483.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -805542.375000 Penalty: 2861.308105
	Iteration 10Q: 3 clusters Score -805542.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -805607.062500 Penalty: 2861.308105
	Iteration 11Q: 3 clusters Score -805607.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -805655.250000 Penalty: 2861.308105
	Iteration 12Q: 3 clusters Score -805655.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -805693.437500 Penalty: 2861.308105
	Iteration 13Q: 3 clusters Score -805693.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -805717.750000 Penalty: 2861.308105
	Iteration 14Q: 3 clusters Score -805717.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -805733.375000 Penalty: 2861.308105
	Iteration 15Q: 3 clusters Score -805733.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -805747.312500 Penalty: 2861.308105
	Iteration 16Q: 3 clusters Score -805747.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -805764.250000 Penalty: 2861.308105
	Iteration 17Q: 3 clusters Score -805764.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -805774.562500 Penalty: 2861.308105
	Iteration 18Q: 3 clusters Score -805774.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -805786.750000 Penalty: 2861.308105
	Iteration 19Q: 3 clusters Score -805786.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -805794.687500 Penalty: 2861.308105
	Iteration 20F: 3 clusters Score -805794.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -805805.937500 Penalty: 2861.308105
	Iteration 21Q: 3 clusters Score -805805.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -805823.937500 Penalty: 2861.308105
	Iteration 22Q: 3 clusters Score -805823.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -805842.875000 Penalty: 2861.308105
	Iteration 23Q: 3 clusters Score -805842.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -805865.125000 Penalty: 2861.308105
	Iteration 24Q: 3 clusters Score -805865.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -805892.687500 Penalty: 2861.308105
	Iteration 25Q: 3 clusters Score -805892.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -805917.125000 Penalty: 2861.308105
	Iteration 26Q: 3 clusters Score -805917.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -805930.875000 Penalty: 2861.308105
	Iteration 27Q: 3 clusters Score -805930.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -805940.250000 Penalty: 2861.308105
	Iteration 28Q: 3 clusters Score -805940.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -805954.937500 Penalty: 2861.308105
	Iteration 29Q: 3 clusters Score -805954.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -805965.125000 Penalty: 2861.308105
	Iteration 30Q: 3 clusters Score -805965.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -805975.250000 Penalty: 2861.308105
	Iteration 31Q: 3 clusters Score -805975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -805986.187500 Penalty: 2861.308105
	Iteration 32Q: 3 clusters Score -805986.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -805996.187500 Penalty: 2861.308105
	Iteration 33Q: 3 clusters Score -805996.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -806005.500000 Penalty: 2861.308105
	Iteration 34Q: 3 clusters Score -806005.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -806023.187500 Penalty: 2861.308105
	Iteration 35Q: 3 clusters Score -806023.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -806050.812500 Penalty: 2861.308105
	Iteration 36Q: 3 clusters Score -806050.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -806077.687500 Penalty: 2861.308105
	Iteration 37Q: 3 clusters Score -806077.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -806098.437500 Penalty: 2861.308105
	Iteration 38Q: 3 clusters Score -806098.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -806116.500000 Penalty: 2861.308105
	Iteration 39Q: 3 clusters Score -806116.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -806142.750000 Penalty: 2861.308105
	Iteration 40F: 3 clusters Score -806142.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -806158.750000 Penalty: 2861.308105
	Iteration 41Q: 3 clusters Score -806158.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -806173.125000 Penalty: 2861.308105
	Iteration 42Q: 3 clusters Score -806173.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -806186.000000 Penalty: 2861.308105
	Iteration 43Q: 3 clusters Score -806186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -806195.250000 Penalty: 2861.308105
	Iteration 44Q: 3 clusters Score -806195.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -806205.375000 Penalty: 2861.308105
	Iteration 45Q: 3 clusters Score -806205.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -806214.562500 Penalty: 2861.308105
	Iteration 46Q: 3 clusters Score -806214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -806229.750000 Penalty: 2861.308105
	Iteration 47Q: 3 clusters Score -806229.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -806250.125000 Penalty: 2861.308105
	Iteration 48Q: 3 clusters Score -806250.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -806266.562500 Penalty: 2861.308105
	Iteration 49Q: 3 clusters Score -806266.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -806279.937500 Penalty: 2861.308105
	Iteration 50Q: 3 clusters Score -806279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -806288.062500 Penalty: 2861.308105
	Iteration 51Q: 3 clusters Score -806288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -806296.875000 Penalty: 2861.308105
	Iteration 52Q: 3 clusters Score -806296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -806301.375000 Penalty: 2861.308105
	Iteration 53Q: 3 clusters Score -806301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -806306.500000 Penalty: 2861.308105
	Iteration 54Q: 3 clusters Score -806306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -806313.625000 Penalty: 2861.308105
	Iteration 55Q: 3 clusters Score -806313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -806317.750000 Penalty: 2861.308105
	Iteration 56Q: 3 clusters Score -806317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -806320.500000 Penalty: 2861.308105
	Iteration 57Q: 3 clusters Score -806320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -806320.250000 Penalty: 2861.308105
	Iteration 58Q: 3 clusters Score -806320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -806321.062500 Penalty: 2861.308105
	Iteration 59Q: 3 clusters Score -806321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -806324.125000 Penalty: 2861.308105
	Iteration 60F: 3 clusters Score -806324.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -806328.875000 Penalty: 2861.308105
	Iteration 61Q: 3 clusters Score -806328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -806329.187500 Penalty: 2861.308105
	Iteration 62Q: 3 clusters Score -806329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -806331.125000 Penalty: 2861.308105
	Iteration 63Q: 3 clusters Score -806331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -806335.250000 Penalty: 2861.308105
	Iteration 64Q: 3 clusters Score -806335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -806335.375000 Penalty: 2861.308105
	Iteration 65Q: 3 clusters Score -806335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -806337.625000 Penalty: 2861.308105
	Iteration 66Q: 3 clusters Score -806337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -806336.687500 Penalty: 2861.308105
	Iteration 67Q: 3 clusters Score -806336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -806338.062500 Penalty: 2861.308105
	Iteration 68Q: 3 clusters Score -806338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -806339.187500 Penalty: 2861.308105
	Iteration 69Q: 3 clusters Score -806339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -806339.625000 Penalty: 2861.308105
	Iteration 70Q: 3 clusters Score -806339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -806339.687500 Penalty: 2861.308105
	Iteration 71Q: 3 clusters Score -806339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -806339.625000 Penalty: 2861.308105
	Iteration 72Q: 3 clusters Score -806339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -806339.625000 Penalty: 2861.308105
	Iteration 73F: 3 clusters Score -806339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -38785.863281 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -38785.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37885.183594 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -37885.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37995.125000 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -37995.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38019.476562 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -38019.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38037.593750 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -38037.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38040.640625 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -38040.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38040.640625 Penalty: 1879.743286
	Iteration 5F: 3 clusters Score -38040.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (48265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Entering Unmasked Estep 
Score: -6448771.500000 Penalty: 1752.475098
	Iteration 0F: 2 clusters Score -6448772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -6417414.500000 Penalty: 3504.950195
	Iteration 0F: 3 clusters Score -6417414 nChanged 22672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6430844.000000 Penalty: 3504.950195
	Iteration 1F: 3 clusters Score -6430844 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -6432308.500000 Penalty: 3504.950195
	Iteration 2F: 3 clusters Score -6432308 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6434779.000000 Penalty: 3504.950195
	Iteration 3F: 3 clusters Score -6434779 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -6438401.000000 Penalty: 3504.950195
	Iteration 4F: 3 clusters Score -6438401 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -6442233.500000 Penalty: 3504.950195
	Iteration 5F: 3 clusters Score -6442234 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -6445165.000000 Penalty: 3504.950195
	Iteration 6F: 3 clusters Score -6445165 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6446898.500000 Penalty: 3504.950195
	Iteration 7Q: 3 clusters Score -6446898 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -6447753.500000 Penalty: 3504.950195
	Iteration 8Q: 3 clusters Score -6447754 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -6448046.000000 Penalty: 3504.950195
	Iteration 9Q: 3 clusters Score -6448046 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6448155.000000 Penalty: 3504.950195
	Iteration 10Q: 3 clusters Score -6448155 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -6448223.500000 Penalty: 3504.950195
	Iteration 11Q: 3 clusters Score -6448224 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -6448195.000000 Penalty: 3504.950195
	Iteration 12Q: 3 clusters Score -6448195 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6448220.000000 Penalty: 3504.950195
	Iteration 13Q: 3 clusters Score -6448220 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6448210.500000 Penalty: 3504.950195
	Iteration 14Q: 3 clusters Score -6448210 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6448251.500000 Penalty: 3504.950195
	Iteration 15Q: 3 clusters Score -6448252 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6448238.000000 Penalty: 3504.950195
	Iteration 16Q: 3 clusters Score -6448238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6448201.500000 Penalty: 3504.950195
	Iteration 17Q: 3 clusters Score -6448202 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6448183.000000 Penalty: 3504.950195
	Iteration 18Q: 3 clusters Score -6448183 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6448183.000000 Penalty: 3504.950195
	Iteration 19Q: 3 clusters Score -6448183 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6448157.000000 Penalty: 3504.950195
	Iteration 20F: 3 clusters Score -6448157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6448126.500000 Penalty: 3504.950195
	Iteration 21Q: 3 clusters Score -6448126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6448096.000000 Penalty: 3504.950195
	Iteration 22Q: 3 clusters Score -6448096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -6448075.000000 Penalty: 3504.950195
	Iteration 23Q: 3 clusters Score -6448075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6448061.500000 Penalty: 3504.950195
	Iteration 24Q: 3 clusters Score -6448062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -6448053.500000 Penalty: 3504.950195
	Iteration 25Q: 3 clusters Score -6448054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6448036.500000 Penalty: 3504.950195
	Iteration 26Q: 3 clusters Score -6448036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -6448017.500000 Penalty: 3504.950195
	Iteration 27Q: 3 clusters Score -6448018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6448011.500000 Penalty: 3504.950195
	Iteration 28Q: 3 clusters Score -6448012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6448009.500000 Penalty: 3504.950195
	Iteration 29Q: 3 clusters Score -6448010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6448004.500000 Penalty: 3504.950195
	Iteration 30Q: 3 clusters Score -6448004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6447994.500000 Penalty: 3504.950195
	Iteration 31Q: 3 clusters Score -6447994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6447987.500000 Penalty: 3504.950195
	Iteration 32Q: 3 clusters Score -6447988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -6447969.500000 Penalty: 3504.950195
	Iteration 33Q: 3 clusters Score -6447970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6447963.500000 Penalty: 3504.950195
	Iteration 34Q: 3 clusters Score -6447964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -6447968.000000 Penalty: 3504.950195
	Iteration 35Q: 3 clusters Score -6447968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6447978.500000 Penalty: 3504.950195
	Iteration 36Q: 3 clusters Score -6447978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -6447977.000000 Penalty: 3504.950195
	Iteration 37Q: 3 clusters Score -6447977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6447975.000000 Penalty: 3504.950195
	Iteration 38Q: 3 clusters Score -6447975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -6447977.500000 Penalty: 3504.950195
	Iteration 39Q: 3 clusters Score -6447978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -6447976.500000 Penalty: 3504.950195
	Iteration 40F: 3 clusters Score -6447976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -6447969.000000 Penalty: 3504.950195
	Iteration 41Q: 3 clusters Score -6447969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6447964.500000 Penalty: 3504.950195
	Iteration 42Q: 3 clusters Score -6447964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6447962.000000 Penalty: 3504.950195
	Iteration 43Q: 3 clusters Score -6447962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6447971.500000 Penalty: 3504.950195
	Iteration 44Q: 3 clusters Score -6447972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6447964.500000 Penalty: 3504.950195
	Iteration 45Q: 3 clusters Score -6447964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6447967.000000 Penalty: 3504.950195
	Iteration 46Q: 3 clusters Score -6447967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6447967.000000 Penalty: 3504.950195
	Iteration 47F: 3 clusters Score -6447967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -36480.371094 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -36480.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35594.156250 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -35594.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35825.992188 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -35825.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35991.890625 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -35991.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36098.484375 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -36098.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36155.628906 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -36155.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36182.753906 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -36182.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36208.355469 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -36208.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36216.386719 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -36216.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36228.539062 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -36228.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36228.765625 Penalty: 1935.647095
	Iteration 9F: 3 clusters Score -36228.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36233.964844 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -36233.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36235.347656 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -36235.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36237.328125 Penalty: 1935.647095
	Iteration 12Q: 3 clusters Score -36237.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36237.917969 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -36237.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36237.917969 Penalty: 1935.647095
	Iteration 14F: 3 clusters Score -36237.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14419.404297 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14419.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14561.868164 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14561.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14598.885742 Penalty: 1808.469116
	Iteration 2Q: 3 clusters Score -14598.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14614.004883 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14614.004883 Penalty: 1808.469116
	Iteration 4F: 3 clusters Score -14614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (79728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Entering Unmasked Estep 
Score: -10641379.000000 Penalty: 1834.036133
	Iteration 0F: 2 clusters Score -1.064138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -10593537.000000 Penalty: 3668.072266
	Iteration 0F: 3 clusters Score -1.059354e+07 nChanged 38153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -10615365.000000 Penalty: 3668.072266
	Iteration 1F: 3 clusters Score -1.061536e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -10615825.000000 Penalty: 3668.072266
	Iteration 2Q: 3 clusters Score -1.061582e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -10616456.000000 Penalty: 3668.072266
	Iteration 3Q: 3 clusters Score -1.061646e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -10617436.000000 Penalty: 3668.072266
	Iteration 4Q: 3 clusters Score -1.061744e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -10618796.000000 Penalty: 3668.072266
	Iteration 5Q: 3 clusters Score -1.06188e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -10620997.000000 Penalty: 3668.072266
	Iteration 6F: 3 clusters Score -1.0621e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -10623850.000000 Penalty: 3668.072266
	Iteration 7F: 3 clusters Score -1.062385e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -10627236.000000 Penalty: 3668.072266
	Iteration 8F: 3 clusters Score -1.062724e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -10630620.000000 Penalty: 3668.072266
	Iteration 9F: 3 clusters Score -1.063062e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -10633367.000000 Penalty: 3668.072266
	Iteration 10Q: 3 clusters Score -1.063337e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -10635125.000000 Penalty: 3668.072266
	Iteration 11Q: 3 clusters Score -1.063512e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10636103.000000 Penalty: 3668.072266
	Iteration 12Q: 3 clusters Score -1.06361e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -10636600.000000 Penalty: 3668.072266
	Iteration 13Q: 3 clusters Score -1.06366e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -10636961.000000 Penalty: 3668.072266
	Iteration 14Q: 3 clusters Score -1.063696e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -10637255.000000 Penalty: 3668.072266
	Iteration 15Q: 3 clusters Score -1.063726e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -10637502.000000 Penalty: 3668.072266
	Iteration 16Q: 3 clusters Score -1.06375e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -10637741.000000 Penalty: 3668.072266
	Iteration 17Q: 3 clusters Score -1.063774e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -10637971.000000 Penalty: 3668.072266
	Iteration 18Q: 3 clusters Score -1.063797e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -10638128.000000 Penalty: 3668.072266
	Iteration 19Q: 3 clusters Score -1.063813e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -10638332.000000 Penalty: 3668.072266
	Iteration 20F: 3 clusters Score -1.063833e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -10638486.000000 Penalty: 3668.072266
	Iteration 21Q: 3 clusters Score -1.063849e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10638601.000000 Penalty: 3668.072266
	Iteration 22Q: 3 clusters Score -1.06386e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -10638733.000000 Penalty: 3668.072266
	Iteration 23Q: 3 clusters Score -1.063873e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -10638864.000000 Penalty: 3668.072266
	Iteration 24Q: 3 clusters Score -1.063886e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -10638952.000000 Penalty: 3668.072266
	Iteration 25Q: 3 clusters Score -1.063895e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -10639099.000000 Penalty: 3668.072266
	Iteration 26Q: 3 clusters Score -1.06391e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -10639235.000000 Penalty: 3668.072266
	Iteration 27Q: 3 clusters Score -1.063924e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10639348.000000 Penalty: 3668.072266
	Iteration 28Q: 3 clusters Score -1.063935e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -10639467.000000 Penalty: 3668.072266
	Iteration 29Q: 3 clusters Score -1.063947e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -10639573.000000 Penalty: 3668.072266
	Iteration 30Q: 3 clusters Score -1.063957e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -10639712.000000 Penalty: 3668.072266
	Iteration 31Q: 3 clusters Score -1.063971e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -10639938.000000 Penalty: 3668.072266
	Iteration 32Q: 3 clusters Score -1.063994e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -10640138.000000 Penalty: 3668.072266
	Iteration 33Q: 3 clusters Score -1.064014e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -10640324.000000 Penalty: 3668.072266
	Iteration 34Q: 3 clusters Score -1.064032e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -10640396.000000 Penalty: 3668.072266
	Iteration 35Q: 3 clusters Score -1.06404e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -10640496.000000 Penalty: 3668.072266
	Iteration 36Q: 3 clusters Score -1.06405e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -10640584.000000 Penalty: 3668.072266
	Iteration 37Q: 3 clusters Score -1.064058e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -10640591.000000 Penalty: 3668.072266
	Iteration 38Q: 3 clusters Score -1.064059e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -10640624.000000 Penalty: 3668.072266
	Iteration 39Q: 3 clusters Score -1.064062e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -10640963.000000 Penalty: 3668.072266
	Iteration 40F: 3 clusters Score -1.064096e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -10641312.000000 Penalty: 3668.072266
	Iteration 41Q: 3 clusters Score -1.064131e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -10641666.000000 Penalty: 3668.072266
	Iteration 42Q: 3 clusters Score -1.064167e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -10641887.000000 Penalty: 3668.072266
	Iteration 43Q: 3 clusters Score -1.064189e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -10642020.000000 Penalty: 3668.072266
	Iteration 44Q: 3 clusters Score -1.064202e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -10642154.000000 Penalty: 3668.072266
	Iteration 45Q: 3 clusters Score -1.064215e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -10642198.000000 Penalty: 3668.072266
	Iteration 46Q: 3 clusters Score -1.06422e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -10642317.000000 Penalty: 3668.072266
	Iteration 47Q: 3 clusters Score -1.064232e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -10642465.000000 Penalty: 3668.072266
	Iteration 48Q: 3 clusters Score -1.064246e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -10642549.000000 Penalty: 3668.072266
	Iteration 49Q: 3 clusters Score -1.064255e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -10642658.000000 Penalty: 3668.072266
	Iteration 50Q: 3 clusters Score -1.064266e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -10642693.000000 Penalty: 3668.072266
	Iteration 51Q: 3 clusters Score -1.064269e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -10642730.000000 Penalty: 3668.072266
	Iteration 52Q: 3 clusters Score -1.064273e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -10642783.000000 Penalty: 3668.072266
	Iteration 53Q: 3 clusters Score -1.064278e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -10642797.000000 Penalty: 3668.072266
	Iteration 54Q: 3 clusters Score -1.06428e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -10642853.000000 Penalty: 3668.072266
	Iteration 55Q: 3 clusters Score -1.064285e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -10642802.000000 Penalty: 3668.072266
	Iteration 56Q: 3 clusters Score -1.06428e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -10642844.000000 Penalty: 3668.072266
	Iteration 57Q: 3 clusters Score -1.064284e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -10642863.000000 Penalty: 3668.072266
	Iteration 58Q: 3 clusters Score -1.064286e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -10642900.000000 Penalty: 3668.072266
	Iteration 59Q: 3 clusters Score -1.06429e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -10642983.000000 Penalty: 3668.072266
	Iteration 60F: 3 clusters Score -1.064298e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -10643058.000000 Penalty: 3668.072266
	Iteration 61Q: 3 clusters Score -1.064306e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -10643079.000000 Penalty: 3668.072266
	Iteration 62Q: 3 clusters Score -1.064308e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -10643151.000000 Penalty: 3668.072266
	Iteration 63Q: 3 clusters Score -1.064315e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -10643174.000000 Penalty: 3668.072266
	Iteration 64Q: 3 clusters Score -1.064317e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10643241.000000 Penalty: 3668.072266
	Iteration 65Q: 3 clusters Score -1.064324e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -10643281.000000 Penalty: 3668.072266
	Iteration 66Q: 3 clusters Score -1.064328e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -10643293.000000 Penalty: 3668.072266
	Iteration 67Q: 3 clusters Score -1.064329e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -10643281.000000 Penalty: 3668.072266
	Iteration 68Q: 3 clusters Score -1.064328e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -10643251.000000 Penalty: 3668.072266
	Iteration 69Q: 3 clusters Score -1.064325e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -10643273.000000 Penalty: 3668.072266
	Iteration 70Q: 3 clusters Score -1.064327e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -10643285.000000 Penalty: 3668.072266
	Iteration 71Q: 3 clusters Score -1.064328e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -10643318.000000 Penalty: 3668.072266
	Iteration 72Q: 3 clusters Score -1.064332e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -10643323.000000 Penalty: 3668.072266
	Iteration 73Q: 3 clusters Score -1.064332e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -10643309.000000 Penalty: 3668.072266
	Iteration 74Q: 3 clusters Score -1.064331e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -10643326.000000 Penalty: 3668.072266
	Iteration 75Q: 3 clusters Score -1.064333e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -10643336.000000 Penalty: 3668.072266
	Iteration 76Q: 3 clusters Score -1.064334e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -10643339.000000 Penalty: 3668.072266
	Iteration 77Q: 3 clusters Score -1.064334e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -10643385.000000 Penalty: 3668.072266
	Iteration 78Q: 3 clusters Score -1.064338e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -10643380.000000 Penalty: 3668.072266
	Iteration 79Q: 3 clusters Score -1.064338e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -10643356.000000 Penalty: 3668.072266
	Iteration 80F: 3 clusters Score -1.064336e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10643368.000000 Penalty: 3668.072266
	Iteration 81Q: 3 clusters Score -1.064337e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -10643367.000000 Penalty: 3668.072266
	Iteration 82Q: 3 clusters Score -1.064337e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -10643360.000000 Penalty: 3668.072266
	Iteration 83Q: 3 clusters Score -1.064336e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -10643370.000000 Penalty: 3668.072266
	Iteration 84Q: 3 clusters Score -1.064337e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -10643371.000000 Penalty: 3668.072266
	Iteration 85Q: 3 clusters Score -1.064337e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -10643384.000000 Penalty: 3668.072266
	Iteration 86Q: 3 clusters Score -1.064338e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10643386.000000 Penalty: 3668.072266
	Iteration 87Q: 3 clusters Score -1.064339e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -10643402.000000 Penalty: 3668.072266
	Iteration 88Q: 3 clusters Score -1.06434e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -10643393.000000 Penalty: 3668.072266
	Iteration 89Q: 3 clusters Score -1.064339e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -10643380.000000 Penalty: 3668.072266
	Iteration 90Q: 3 clusters Score -1.064338e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -10643387.000000 Penalty: 3668.072266
	Iteration 91Q: 3 clusters Score -1.064339e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -10643407.000000 Penalty: 3668.072266
	Iteration 92Q: 3 clusters Score -1.064341e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -10643430.000000 Penalty: 3668.072266
	Iteration 93Q: 3 clusters Score -1.064343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -10643416.000000 Penalty: 3668.072266
	Iteration 94Q: 3 clusters Score -1.064342e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -10643416.000000 Penalty: 3668.072266
	Iteration 95Q: 3 clusters Score -1.064342e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -10643413.000000 Penalty: 3668.072266
	Iteration 96Q: 3 clusters Score -1.064341e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -10643427.000000 Penalty: 3668.072266
	Iteration 97Q: 3 clusters Score -1.064343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -10643426.000000 Penalty: 3668.072266
	Iteration 98Q: 3 clusters Score -1.064343e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -10643431.000000 Penalty: 3668.072266
	Iteration 99Q: 3 clusters Score -1.064343e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -10643426.000000 Penalty: 3668.072266
	Iteration 100F: 3 clusters Score -1.064343e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -10643432.000000 Penalty: 3668.072266
	Iteration 101Q: 3 clusters Score -1.064343e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -10643421.000000 Penalty: 3668.072266
	Iteration 102Q: 3 clusters Score -1.064342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -10643420.000000 Penalty: 3668.072266
	Iteration 103Q: 3 clusters Score -1.064342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -10643423.000000 Penalty: 3668.072266
	Iteration 104Q: 3 clusters Score -1.064342e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -10643413.000000 Penalty: 3668.072266
	Iteration 105Q: 3 clusters Score -1.064341e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -10643412.000000 Penalty: 3668.072266
	Iteration 106Q: 3 clusters Score -1.064341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -10643404.000000 Penalty: 3668.072266
	Iteration 107Q: 3 clusters Score -1.06434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -10643419.000000 Penalty: 3668.072266
	Iteration 108Q: 3 clusters Score -1.064342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -10643408.000000 Penalty: 3668.072266
	Iteration 109Q: 3 clusters Score -1.064341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -10643396.000000 Penalty: 3668.072266
	Iteration 110Q: 3 clusters Score -1.06434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -10643401.000000 Penalty: 3668.072266
	Iteration 111Q: 3 clusters Score -1.06434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -10643392.000000 Penalty: 3668.072266
	Iteration 112Q: 3 clusters Score -1.064339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -10643385.000000 Penalty: 3668.072266
	Iteration 113Q: 3 clusters Score -1.064338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -10643390.000000 Penalty: 3668.072266
	Iteration 114Q: 3 clusters Score -1.064339e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -10643407.000000 Penalty: 3668.072266
	Iteration 115Q: 3 clusters Score -1.064341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -10643403.000000 Penalty: 3668.072266
	Iteration 116Q: 3 clusters Score -1.06434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -10643388.000000 Penalty: 3668.072266
	Iteration 117Q: 3 clusters Score -1.064339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -10643378.000000 Penalty: 3668.072266
	Iteration 118Q: 3 clusters Score -1.064338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -10643384.000000 Penalty: 3668.072266
	Iteration 119Q: 3 clusters Score -1.064338e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -10643388.000000 Penalty: 3668.072266
	Iteration 120F: 3 clusters Score -1.064339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -10643393.000000 Penalty: 3668.072266
	Iteration 121Q: 3 clusters Score -1.064339e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -10643410.000000 Penalty: 3668.072266
	Iteration 122Q: 3 clusters Score -1.064341e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -10643423.000000 Penalty: 3668.072266
	Iteration 123Q: 3 clusters Score -1.064342e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -10643451.000000 Penalty: 3668.072266
	Iteration 124Q: 3 clusters Score -1.064345e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -10643442.000000 Penalty: 3668.072266
	Iteration 125Q: 3 clusters Score -1.064344e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -10643454.000000 Penalty: 3668.072266
	Iteration 126Q: 3 clusters Score -1.064345e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -10643465.000000 Penalty: 3668.072266
	Iteration 127Q: 3 clusters Score -1.064346e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -10643471.000000 Penalty: 3668.072266
	Iteration 128Q: 3 clusters Score -1.064347e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -10643482.000000 Penalty: 3668.072266
	Iteration 129Q: 3 clusters Score -1.064348e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10643476.000000 Penalty: 3668.072266
	Iteration 130Q: 3 clusters Score -1.064348e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -10643496.000000 Penalty: 3668.072266
	Iteration 131Q: 3 clusters Score -1.06435e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -10643487.000000 Penalty: 3668.072266
	Iteration 132Q: 3 clusters Score -1.064349e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -10643477.000000 Penalty: 3668.072266
	Iteration 133Q: 3 clusters Score -1.064348e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -10643515.000000 Penalty: 3668.072266
	Iteration 134Q: 3 clusters Score -1.064352e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -10643514.000000 Penalty: 3668.072266
	Iteration 135Q: 3 clusters Score -1.064351e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -10643555.000000 Penalty: 3668.072266
	Iteration 136Q: 3 clusters Score -1.064356e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -10643568.000000 Penalty: 3668.072266
	Iteration 137Q: 3 clusters Score -1.064357e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -10643535.000000 Penalty: 3668.072266
	Iteration 138Q: 3 clusters Score -1.064354e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -10643561.000000 Penalty: 3668.072266
	Iteration 139Q: 3 clusters Score -1.064356e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -10643557.000000 Penalty: 3668.072266
	Iteration 140F: 3 clusters Score -1.064356e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -10643547.000000 Penalty: 3668.072266
	Iteration 141Q: 3 clusters Score -1.064355e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -10643540.000000 Penalty: 3668.072266
	Iteration 142Q: 3 clusters Score -1.064354e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -10643514.000000 Penalty: 3668.072266
	Iteration 143Q: 3 clusters Score -1.064351e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -10643491.000000 Penalty: 3668.072266
	Iteration 144Q: 3 clusters Score -1.064349e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -10643458.000000 Penalty: 3668.072266
	Iteration 145Q: 3 clusters Score -1.064346e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -10643395.000000 Penalty: 3668.072266
	Iteration 146Q: 3 clusters Score -1.06434e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -10643305.000000 Penalty: 3668.072266
	Iteration 147Q: 3 clusters Score -1.06433e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -10643240.000000 Penalty: 3668.072266
	Iteration 148Q: 3 clusters Score -1.064324e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -10643121.000000 Penalty: 3668.072266
	Iteration 149Q: 3 clusters Score -1.064312e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -10643129.000000 Penalty: 3668.072266
	Iteration 150Q: 3 clusters Score -1.064313e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -10643036.000000 Penalty: 3668.072266
	Iteration 151Q: 3 clusters Score -1.064304e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -10642897.000000 Penalty: 3668.072266
	Iteration 152Q: 3 clusters Score -1.06429e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -10642768.000000 Penalty: 3668.072266
	Iteration 153Q: 3 clusters Score -1.064277e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -10642671.000000 Penalty: 3668.072266
	Iteration 154Q: 3 clusters Score -1.064267e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -10642546.000000 Penalty: 3668.072266
	Iteration 155Q: 3 clusters Score -1.064255e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -10642571.000000 Penalty: 3668.072266
	Iteration 156Q: 3 clusters Score -1.064257e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -10642492.000000 Penalty: 3668.072266
	Iteration 157Q: 3 clusters Score -1.064249e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -10642513.000000 Penalty: 3668.072266
	Iteration 158Q: 3 clusters Score -1.064251e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -10642521.000000 Penalty: 3668.072266
	Iteration 159Q: 3 clusters Score -1.064252e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -10642487.000000 Penalty: 3668.072266
	Iteration 160F: 3 clusters Score -1.064249e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -10642476.000000 Penalty: 3668.072266
	Iteration 161Q: 3 clusters Score -1.064248e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -10642455.000000 Penalty: 3668.072266
	Iteration 162Q: 3 clusters Score -1.064246e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -10642390.000000 Penalty: 3668.072266
	Iteration 163Q: 3 clusters Score -1.064239e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -10642342.000000 Penalty: 3668.072266
	Iteration 164Q: 3 clusters Score -1.064234e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -10642240.000000 Penalty: 3668.072266
	Iteration 165Q: 3 clusters Score -1.064224e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -10642184.000000 Penalty: 3668.072266
	Iteration 166Q: 3 clusters Score -1.064218e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -10642079.000000 Penalty: 3668.072266
	Iteration 167Q: 3 clusters Score -1.064208e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -10642059.000000 Penalty: 3668.072266
	Iteration 168Q: 3 clusters Score -1.064206e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -10641972.000000 Penalty: 3668.072266
	Iteration 169Q: 3 clusters Score -1.064197e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -10641869.000000 Penalty: 3668.072266
	Iteration 170Q: 3 clusters Score -1.064187e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -10641846.000000 Penalty: 3668.072266
	Iteration 171Q: 3 clusters Score -1.064185e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -10641801.000000 Penalty: 3668.072266
	Iteration 172Q: 3 clusters Score -1.06418e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -10641736.000000 Penalty: 3668.072266
	Iteration 173Q: 3 clusters Score -1.064174e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -10641647.000000 Penalty: 3668.072266
	Iteration 174Q: 3 clusters Score -1.064165e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -10641600.000000 Penalty: 3668.072266
	Iteration 175Q: 3 clusters Score -1.06416e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -10641536.000000 Penalty: 3668.072266
	Iteration 176Q: 3 clusters Score -1.064154e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -10641474.000000 Penalty: 3668.072266
	Iteration 177Q: 3 clusters Score -1.064147e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -10641429.000000 Penalty: 3668.072266
	Iteration 178Q: 3 clusters Score -1.064143e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -10641391.000000 Penalty: 3668.072266
	Iteration 179Q: 3 clusters Score -1.064139e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -10641303.000000 Penalty: 3668.072266
	Iteration 180F: 3 clusters Score -1.06413e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -10641228.000000 Penalty: 3668.072266
	Iteration 181Q: 3 clusters Score -1.064123e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -10641197.000000 Penalty: 3668.072266
	Iteration 182Q: 3 clusters Score -1.06412e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -10641166.000000 Penalty: 3668.072266
	Iteration 183Q: 3 clusters Score -1.064117e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -10641149.000000 Penalty: 3668.072266
	Iteration 184Q: 3 clusters Score -1.064115e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -10641130.000000 Penalty: 3668.072266
	Iteration 185Q: 3 clusters Score -1.064113e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -10641093.000000 Penalty: 3668.072266
	Iteration 186Q: 3 clusters Score -1.064109e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -10641047.000000 Penalty: 3668.072266
	Iteration 187Q: 3 clusters Score -1.064105e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -10641015.000000 Penalty: 3668.072266
	Iteration 188Q: 3 clusters Score -1.064102e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -10640950.000000 Penalty: 3668.072266
	Iteration 189Q: 3 clusters Score -1.064095e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10640910.000000 Penalty: 3668.072266
	Iteration 190Q: 3 clusters Score -1.064091e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -10640869.000000 Penalty: 3668.072266
	Iteration 191Q: 3 clusters Score -1.064087e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -10640841.000000 Penalty: 3668.072266
	Iteration 192Q: 3 clusters Score -1.064084e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -10640790.000000 Penalty: 3668.072266
	Iteration 193Q: 3 clusters Score -1.064079e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -10640770.000000 Penalty: 3668.072266
	Iteration 194Q: 3 clusters Score -1.064077e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -10640744.000000 Penalty: 3668.072266
	Iteration 195Q: 3 clusters Score -1.064074e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -10640689.000000 Penalty: 3668.072266
	Iteration 196Q: 3 clusters Score -1.064069e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -10640672.000000 Penalty: 3668.072266
	Iteration 197Q: 3 clusters Score -1.064067e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -10640642.000000 Penalty: 3668.072266
	Iteration 198Q: 3 clusters Score -1.064064e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -10640587.000000 Penalty: 3668.072266
	Iteration 199Q: 3 clusters Score -1.064059e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -10640562.000000 Penalty: 3668.072266
	Iteration 200F: 3 clusters Score -1.064056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -10640544.000000 Penalty: 3668.072266
	Iteration 201Q: 3 clusters Score -1.064054e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -10640516.000000 Penalty: 3668.072266
	Iteration 202Q: 3 clusters Score -1.064052e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -10640479.000000 Penalty: 3668.072266
	Iteration 203Q: 3 clusters Score -1.064048e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -10640459.000000 Penalty: 3668.072266
	Iteration 204Q: 3 clusters Score -1.064046e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -10640437.000000 Penalty: 3668.072266
	Iteration 205Q: 3 clusters Score -1.064044e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -10640449.000000 Penalty: 3668.072266
	Iteration 206Q: 3 clusters Score -1.064045e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10640443.000000 Penalty: 3668.072266
	Iteration 207Q: 3 clusters Score -1.064044e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -10640449.000000 Penalty: 3668.072266
	Iteration 208Q: 3 clusters Score -1.064045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -10640477.000000 Penalty: 3668.072266
	Iteration 209Q: 3 clusters Score -1.064048e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -10640489.000000 Penalty: 3668.072266
	Iteration 210Q: 3 clusters Score -1.064049e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -10640462.000000 Penalty: 3668.072266
	Iteration 211Q: 3 clusters Score -1.064046e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -10640436.000000 Penalty: 3668.072266
	Iteration 212Q: 3 clusters Score -1.064044e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -10640406.000000 Penalty: 3668.072266
	Iteration 213Q: 3 clusters Score -1.064041e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -10640394.000000 Penalty: 3668.072266
	Iteration 214Q: 3 clusters Score -1.064039e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -10640383.000000 Penalty: 3668.072266
	Iteration 215Q: 3 clusters Score -1.064038e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -10640349.000000 Penalty: 3668.072266
	Iteration 216Q: 3 clusters Score -1.064035e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -10640327.000000 Penalty: 3668.072266
	Iteration 217Q: 3 clusters Score -1.064033e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -10640327.000000 Penalty: 3668.072266
	Iteration 218Q: 3 clusters Score -1.064033e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10640284.000000 Penalty: 3668.072266
	Iteration 219Q: 3 clusters Score -1.064028e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -10640247.000000 Penalty: 3668.072266
	Iteration 220F: 3 clusters Score -1.064025e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -10640241.000000 Penalty: 3668.072266
	Iteration 221Q: 3 clusters Score -1.064024e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -10640239.000000 Penalty: 3668.072266
	Iteration 222Q: 3 clusters Score -1.064024e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -10640249.000000 Penalty: 3668.072266
	Iteration 223Q: 3 clusters Score -1.064025e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -10640260.000000 Penalty: 3668.072266
	Iteration 224Q: 3 clusters Score -1.064026e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10640243.000000 Penalty: 3668.072266
	Iteration 225Q: 3 clusters Score -1.064024e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -10640250.000000 Penalty: 3668.072266
	Iteration 226Q: 3 clusters Score -1.064025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -10640275.000000 Penalty: 3668.072266
	Iteration 227Q: 3 clusters Score -1.064028e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -10640273.000000 Penalty: 3668.072266
	Iteration 228Q: 3 clusters Score -1.064027e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -10640243.000000 Penalty: 3668.072266
	Iteration 229Q: 3 clusters Score -1.064024e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -10640251.000000 Penalty: 3668.072266
	Iteration 230Q: 3 clusters Score -1.064025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -10640274.000000 Penalty: 3668.072266
	Iteration 231Q: 3 clusters Score -1.064027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10640262.000000 Penalty: 3668.072266
	Iteration 232Q: 3 clusters Score -1.064026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -10640246.000000 Penalty: 3668.072266
	Iteration 233Q: 3 clusters Score -1.064025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -10640247.000000 Penalty: 3668.072266
	Iteration 234Q: 3 clusters Score -1.064025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -10640252.000000 Penalty: 3668.072266
	Iteration 235Q: 3 clusters Score -1.064025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -10640241.000000 Penalty: 3668.072266
	Iteration 236Q: 3 clusters Score -1.064024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -10640232.000000 Penalty: 3668.072266
	Iteration 237Q: 3 clusters Score -1.064023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10640246.000000 Penalty: 3668.072266
	Iteration 238Q: 3 clusters Score -1.064025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10640240.000000 Penalty: 3668.072266
	Iteration 239Q: 3 clusters Score -1.064024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -10640249.000000 Penalty: 3668.072266
	Iteration 240F: 3 clusters Score -1.064025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -10640228.000000 Penalty: 3668.072266
	Iteration 241Q: 3 clusters Score -1.064023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -10640233.000000 Penalty: 3668.072266
	Iteration 242Q: 3 clusters Score -1.064023e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -10640231.000000 Penalty: 3668.072266
	Iteration 243Q: 3 clusters Score -1.064023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10640230.000000 Penalty: 3668.072266
	Iteration 244Q: 3 clusters Score -1.064023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -10640224.000000 Penalty: 3668.072266
	Iteration 245Q: 3 clusters Score -1.064022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -10640217.000000 Penalty: 3668.072266
	Iteration 246Q: 3 clusters Score -1.064022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -10640210.000000 Penalty: 3668.072266
	Iteration 247Q: 3 clusters Score -1.064021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -10640227.000000 Penalty: 3668.072266
	Iteration 248Q: 3 clusters Score -1.064023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -10640224.000000 Penalty: 3668.072266
	Iteration 249Q: 3 clusters Score -1.064022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -10640210.000000 Penalty: 3668.072266
	Iteration 250Q: 3 clusters Score -1.064021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -10640211.000000 Penalty: 3668.072266
	Iteration 251Q: 3 clusters Score -1.064021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -10640213.000000 Penalty: 3668.072266
	Iteration 252Q: 3 clusters Score -1.064021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -10640214.000000 Penalty: 3668.072266
	Iteration 253Q: 3 clusters Score -1.064021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -10640215.000000 Penalty: 3668.072266
	Iteration 254Q: 3 clusters Score -1.064022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -10640207.000000 Penalty: 3668.072266
	Iteration 255Q: 3 clusters Score -1.064021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -10640196.000000 Penalty: 3668.072266
	Iteration 256Q: 3 clusters Score -1.06402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -10640212.000000 Penalty: 3668.072266
	Iteration 257Q: 3 clusters Score -1.064021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -10640216.000000 Penalty: 3668.072266
	Iteration 258Q: 3 clusters Score -1.064022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -10640212.000000 Penalty: 3668.072266
	Iteration 259Q: 3 clusters Score -1.064021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -10640209.000000 Penalty: 3668.072266
	Iteration 260F: 3 clusters Score -1.064021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -10640196.000000 Penalty: 3668.072266
	Iteration 261Q: 3 clusters Score -1.06402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -10640200.000000 Penalty: 3668.072266
	Iteration 262Q: 3 clusters Score -1.06402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -10640193.000000 Penalty: 3668.072266
	Iteration 263Q: 3 clusters Score -1.064019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -10640192.000000 Penalty: 3668.072266
	Iteration 264Q: 3 clusters Score -1.064019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -10640191.000000 Penalty: 3668.072266
	Iteration 265Q: 3 clusters Score -1.064019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -10640199.000000 Penalty: 3668.072266
	Iteration 266Q: 3 clusters Score -1.06402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -10640200.000000 Penalty: 3668.072266
	Iteration 267Q: 3 clusters Score -1.06402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -10640198.000000 Penalty: 3668.072266
	Iteration 268Q: 3 clusters Score -1.06402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -10640198.000000 Penalty: 3668.072266
	Iteration 269F: 3 clusters Score -1.06402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 41799 members 
Mstep: Class 3 contains 33725 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94127 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68500 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1619 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6661 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 48265 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977536.000000 Penalty: 100184.984375
Iteration 279Q: 47 clusters Score -8.597754e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 41884 members 
Mstep: Class 3 contains 33749 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47069 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 94137 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 20057 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17292 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9408 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43593 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8848 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68605 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25360 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6651 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 48344 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977016.000000 Penalty: 100184.984375
Iteration 280F: 47 clusters Score -8.597702e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 41958 members 
Mstep: Class 3 contains 33771 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47022 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 94146 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 19581 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17301 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9375 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43553 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68780 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25363 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6656 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 48444 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976576.000000 Penalty: 100184.984375
Iteration 281Q: 47 clusters Score -8.597658e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 33796 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 94183 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 19086 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17309 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9358 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8940 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43526 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8841 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 68986 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25365 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6656 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 48542 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976208.000000 Penalty: 100184.984375
Iteration 282Q: 47 clusters Score -8.597621e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 42093 members 
Mstep: Class 3 contains 33816 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 94212 members 
Mstep: Class 9 contains 5903 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17310 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43520 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69261 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25371 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6654 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 48645 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975832.000000 Penalty: 100184.984375
Iteration 283Q: 47 clusters Score -8.597583e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 42149 members 
Mstep: Class 3 contains 33846 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46919 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 94228 members 
Mstep: Class 9 contains 5903 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 18060 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17311 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9266 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8939 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43549 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8854 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69550 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25380 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6651 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 48727 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975392.000000 Penalty: 100184.984375
Iteration 284Q: 47 clusters Score -8.597539e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 42200 members 
Mstep: Class 3 contains 33884 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46945 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94225 members 
Mstep: Class 9 contains 5905 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 17558 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17327 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8936 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43597 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8848 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 69865 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25374 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6645 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 48800 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975320.000000 Penalty: 100184.984375
Iteration 285Q: 47 clusters Score -8.597532e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 33917 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47003 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94226 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 16999 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17341 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43639 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8849 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70108 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25361 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6641 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 48922 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974944.000000 Penalty: 100184.984375
Iteration 286Q: 47 clusters Score -8.597494e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 42354 members 
Mstep: Class 3 contains 33941 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47063 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94219 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9173 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8930 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43702 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8833 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70385 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25361 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6633 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49055 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974664.000000 Penalty: 100184.984375
Iteration 287Q: 47 clusters Score -8.597466e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 42472 members 
Mstep: Class 3 contains 33950 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47112 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94226 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9139 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43774 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8834 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70614 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25358 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6629 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49192 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974544.000000 Penalty: 100184.984375
Iteration 288Q: 47 clusters Score -8.597454e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 33963 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47191 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94224 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17382 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9097 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43849 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8837 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70802 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25356 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6625 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49341 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974360.000000 Penalty: 100184.984375
Iteration 289Q: 47 clusters Score -8.597436e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 42833 members 
Mstep: Class 3 contains 33965 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47266 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94254 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14720 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17394 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8936 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 43967 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8851 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70896 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25340 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6619 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49486 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973968.000000 Penalty: 100184.984375
Iteration 290Q: 47 clusters Score -8.597397e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 43060 members 
Mstep: Class 3 contains 33966 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47376 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94283 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14198 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17412 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8935 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44082 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 70987 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25345 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6614 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49591 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 80002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973768.000000 Penalty: 100184.984375
Iteration 291Q: 47 clusters Score -8.597377e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 43294 members 
Mstep: Class 3 contains 33970 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47472 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94327 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17423 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44189 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71052 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25349 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6604 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49716 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973872.000000 Penalty: 100184.984375
Iteration 292Q: 47 clusters Score -8.597387e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 43577 members 
Mstep: Class 3 contains 33973 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47554 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94388 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 13199 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17438 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8930 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44299 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71117 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25358 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6593 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49825 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973560.000000 Penalty: 100184.984375
Iteration 293Q: 47 clusters Score -8.597356e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 43814 members 
Mstep: Class 3 contains 33977 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47656 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94485 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 12705 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17466 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44416 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71214 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25366 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6588 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 49942 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 79270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973400.000000 Penalty: 100184.984375
Iteration 294Q: 47 clusters Score -8.59734e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 44030 members 
Mstep: Class 3 contains 33989 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47798 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94568 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17487 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44557 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71405 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25365 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6580 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 50020 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 78879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973096.000000 Penalty: 100184.984375
Iteration 295Q: 47 clusters Score -8.59731e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 44308 members 
Mstep: Class 3 contains 33995 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 47920 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94666 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8923 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44733 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8899 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71544 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25363 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6564 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 50092 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 78488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972504.000000 Penalty: 100184.984375
Iteration 296Q: 47 clusters Score -8.59725e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 44640 members 
Mstep: Class 3 contains 34004 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48031 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94794 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 11243 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17529 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 44879 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25344 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6563 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50147 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 78006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972808.000000 Penalty: 100184.984375
Iteration 297Q: 47 clusters Score -8.597281e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 44984 members 
Mstep: Class 3 contains 34009 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48211 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94929 members 
Mstep: Class 9 contains 5928 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 10737 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17543 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8923 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45020 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71821 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25333 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6557 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50227 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 77494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972680.000000 Penalty: 100184.984375
Iteration 298Q: 47 clusters Score -8.597268e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 45378 members 
Mstep: Class 3 contains 34004 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48418 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 95058 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 10216 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8824 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45151 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71870 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25336 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6556 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 50292 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 77026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972312.000000 Penalty: 100184.984375
Iteration 299Q: 47 clusters Score -8.597231e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 45820 members 
Mstep: Class 3 contains 34010 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 48680 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 95170 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45324 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8922 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71828 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25341 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6539 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50353 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 76517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972072.000000 Penalty: 100184.984375
Iteration 300F: 47 clusters Score -8.597207e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 46316 members 
Mstep: Class 3 contains 34017 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 48987 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 95223 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8722 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45523 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71756 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25330 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6538 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50411 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972048.000000 Penalty: 100184.984375
Iteration 301Q: 47 clusters Score -8.597205e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 46781 members 
Mstep: Class 3 contains 34023 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 49306 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 95233 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17651 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8647 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45708 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1626 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25331 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6544 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50541 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 75327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972104.000000 Penalty: 100184.984375
Iteration 302Q: 47 clusters Score -8.59721e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 47184 members 
Mstep: Class 3 contains 34025 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 49642 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 95232 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 45915 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71759 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25335 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6532 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50664 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 74610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971880.000000 Penalty: 100184.984375
Iteration 303Q: 47 clusters Score -8.597188e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 47594 members 
Mstep: Class 3 contains 34030 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 95180 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 8032 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17721 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46137 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 71948 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25328 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6521 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50799 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 73738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972336.000000 Penalty: 100184.984375
Iteration 304Q: 47 clusters Score -8.597234e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 48034 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 95154 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17748 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8420 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46353 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 72115 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25342 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6501 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 50971 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 72793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972320.000000 Penalty: 100184.984375
Iteration 305Q: 47 clusters Score -8.597232e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 48516 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50627 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 95048 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17766 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8336 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46520 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 72372 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25351 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6490 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 51153 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 71839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972352.000000 Penalty: 100184.984375
Iteration 306Q: 47 clusters Score -8.597235e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 48990 members 
Mstep: Class 3 contains 34024 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 50946 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94970 members 
Mstep: Class 9 contains 5940 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17797 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46703 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 72625 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25339 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6487 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 51339 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 70833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972152.000000 Penalty: 100184.984375
Iteration 307Q: 47 clusters Score -8.597215e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 49412 members 
Mstep: Class 3 contains 34010 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 51249 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94923 members 
Mstep: Class 9 contains 5942 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6865 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17846 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 46886 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 72890 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25337 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6474 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 51519 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 69820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972448.000000 Penalty: 100184.984375
Iteration 308Q: 47 clusters Score -8.597245e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 49828 members 
Mstep: Class 3 contains 34016 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 51589 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94821 members 
Mstep: Class 9 contains 5944 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17888 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8084 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 73160 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25332 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6459 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 51686 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972712.000000 Penalty: 100184.984375
Iteration 309Q: 47 clusters Score -8.597271e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 50169 members 
Mstep: Class 3 contains 34022 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 51915 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 94722 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6412 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17930 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8919 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 73469 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25335 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6439 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 51863 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972768.000000 Penalty: 100184.984375
Iteration 310Q: 47 clusters Score -8.597277e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 50434 members 
Mstep: Class 3 contains 34024 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52257 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 94605 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17984 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47393 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 73796 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25327 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6425 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 52065 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972680.000000 Penalty: 100184.984375
Iteration 311Q: 47 clusters Score -8.597268e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 50636 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52589 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94457 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18044 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47610 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8988 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74110 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25312 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6407 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 52284 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 65803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972576.000000 Penalty: 100184.984375
Iteration 312Q: 47 clusters Score -8.597258e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 50737 members 
Mstep: Class 3 contains 34057 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52886 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94285 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5927 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18128 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 47862 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8987 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74377 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25299 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6384 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 52511 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 64943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972160.000000 Penalty: 100184.984375
Iteration 313Q: 47 clusters Score -8.597216e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 50865 members 
Mstep: Class 3 contains 34067 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53189 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 94111 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18212 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 48148 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74611 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25286 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6373 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 52746 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 64050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971944.000000 Penalty: 100184.984375
Iteration 314Q: 47 clusters Score -8.597194e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 50931 members 
Mstep: Class 3 contains 34079 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53403 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 93958 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18290 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 48474 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 74860 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25281 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6350 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 52987 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971968.000000 Penalty: 100184.984375
Iteration 315Q: 47 clusters Score -8.597197e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 50947 members 
Mstep: Class 3 contains 34089 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53604 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 93773 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18379 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 48774 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75108 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6325 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 53289 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971520.000000 Penalty: 100184.984375
Iteration 316Q: 47 clusters Score -8.597152e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 50902 members 
Mstep: Class 3 contains 34093 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53774 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 93614 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7561 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49070 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75333 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1644 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25283 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6312 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 53631 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971640.000000 Penalty: 100184.984375
Iteration 317Q: 47 clusters Score -8.597164e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 50815 members 
Mstep: Class 3 contains 34087 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53933 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93442 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49400 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75509 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25276 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6295 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 53993 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971528.000000 Penalty: 100184.984375
Iteration 318Q: 47 clusters Score -8.597153e+07 nChanged 3602
Entering ConstructFrom: 
Score: -85971528.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (66523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Entering Unmasked Estep 
Score: -8784750.000000 Penalty: 1804.611694
	Iteration 0F: 2 clusters Score -8784750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8742913.000000 Penalty: 3609.223389
	Iteration 0F: 3 clusters Score -8742913 nChanged 31361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -8760743.000000 Penalty: 3609.223389
	Iteration 1F: 3 clusters Score -8760743 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8761222.000000 Penalty: 3609.223389
	Iteration 2Q: 3 clusters Score -8761222 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -8762068.000000 Penalty: 3609.223389
	Iteration 3Q: 3 clusters Score -8762068 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8763404.000000 Penalty: 3609.223389
	Iteration 4Q: 3 clusters Score -8763404 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8765869.000000 Penalty: 3609.223389
	Iteration 5F: 3 clusters Score -8765869 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -8770089.000000 Penalty: 3609.223389
	Iteration 6F: 3 clusters Score -8770089 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -8775157.000000 Penalty: 3609.223389
	Iteration 7F: 3 clusters Score -8775157 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -8779361.000000 Penalty: 3609.223389
	Iteration 8F: 3 clusters Score -8779361 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8781610.000000 Penalty: 3609.223389
	Iteration 9Q: 3 clusters Score -8781610 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -8782601.000000 Penalty: 3609.223389
	Iteration 10Q: 3 clusters Score -8782601 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -8782897.000000 Penalty: 3609.223389
	Iteration 11Q: 3 clusters Score -8782897 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -8783024.000000 Penalty: 3609.223389
	Iteration 12Q: 3 clusters Score -8783024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -8783078.000000 Penalty: 3609.223389
	Iteration 13Q: 3 clusters Score -8783078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -8783114.000000 Penalty: 3609.223389
	Iteration 14Q: 3 clusters Score -8783114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -8783155.000000 Penalty: 3609.223389
	Iteration 15Q: 3 clusters Score -8783155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -8783172.000000 Penalty: 3609.223389
	Iteration 16Q: 3 clusters Score -8783172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -8783192.000000 Penalty: 3609.223389
	Iteration 17Q: 3 clusters Score -8783192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -8783201.000000 Penalty: 3609.223389
	Iteration 18Q: 3 clusters Score -8783201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -8783199.000000 Penalty: 3609.223389
	Iteration 19Q: 3 clusters Score -8783199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -8783196.000000 Penalty: 3609.223389
	Iteration 20F: 3 clusters Score -8783196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Entering Unmasked Estep 
Score: -6763855.000000 Penalty: 1760.351318
	Iteration 0F: 2 clusters Score -6763855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -6731721.000000 Penalty: 3520.702637
	Iteration 0F: 3 clusters Score -6731721 nChanged 23750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6745003.500000 Penalty: 3520.702637
	Iteration 1F: 3 clusters Score -6745004 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -6745416.000000 Penalty: 3520.702637
	Iteration 2Q: 3 clusters Score -6745416 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6745866.500000 Penalty: 3520.702637
	Iteration 3Q: 3 clusters Score -6745866 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6746280.500000 Penalty: 3520.702637
	Iteration 4Q: 3 clusters Score -6746280 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6746772.000000 Penalty: 3520.702637
	Iteration 5Q: 3 clusters Score -6746772 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6747404.000000 Penalty: 3520.702637
	Iteration 6Q: 3 clusters Score -6747404 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6748224.500000 Penalty: 3520.702637
	Iteration 7Q: 3 clusters Score -6748224 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -6749311.500000 Penalty: 3520.702637
	Iteration 8Q: 3 clusters Score -6749312 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -6750652.500000 Penalty: 3520.702637
	Iteration 9Q: 3 clusters Score -6750652 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -6752304.000000 Penalty: 3520.702637
	Iteration 10Q: 3 clusters Score -6752304 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6754068.500000 Penalty: 3520.702637
	Iteration 11F: 3 clusters Score -6754068 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -6755792.000000 Penalty: 3520.702637
	Iteration 12Q: 3 clusters Score -6755792 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -6757165.000000 Penalty: 3520.702637
	Iteration 13Q: 3 clusters Score -6757165 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -6758292.500000 Penalty: 3520.702637
	Iteration 14Q: 3 clusters Score -6758292 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6759091.500000 Penalty: 3520.702637
	Iteration 15Q: 3 clusters Score -6759092 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6759664.500000 Penalty: 3520.702637
	Iteration 16Q: 3 clusters Score -6759664 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6760067.000000 Penalty: 3520.702637
	Iteration 17Q: 3 clusters Score -6760067 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6760348.500000 Penalty: 3520.702637
	Iteration 18Q: 3 clusters Score -6760348 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6760608.000000 Penalty: 3520.702637
	Iteration 19Q: 3 clusters Score -6760608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -6760838.500000 Penalty: 3520.702637
	Iteration 20F: 3 clusters Score -6760838 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -6761007.500000 Penalty: 3520.702637
	Iteration 21Q: 3 clusters Score -6761008 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6761143.500000 Penalty: 3520.702637
	Iteration 22Q: 3 clusters Score -6761144 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6761295.000000 Penalty: 3520.702637
	Iteration 23Q: 3 clusters Score -6761295 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6761398.500000 Penalty: 3520.702637
	Iteration 24Q: 3 clusters Score -6761398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6761522.500000 Penalty: 3520.702637
	Iteration 25Q: 3 clusters Score -6761522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6761618.000000 Penalty: 3520.702637
	Iteration 26Q: 3 clusters Score -6761618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6761694.000000 Penalty: 3520.702637
	Iteration 27Q: 3 clusters Score -6761694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6761788.000000 Penalty: 3520.702637
	Iteration 28Q: 3 clusters Score -6761788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6761837.000000 Penalty: 3520.702637
	Iteration 29Q: 3 clusters Score -6761837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6761871.500000 Penalty: 3520.702637
	Iteration 30Q: 3 clusters Score -6761872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6761904.500000 Penalty: 3520.702637
	Iteration 31Q: 3 clusters Score -6761904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6761938.500000 Penalty: 3520.702637
	Iteration 32Q: 3 clusters Score -6761938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6761957.500000 Penalty: 3520.702637
	Iteration 33Q: 3 clusters Score -6761958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6762015.000000 Penalty: 3520.702637
	Iteration 34Q: 3 clusters Score -6762015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6762029.500000 Penalty: 3520.702637
	Iteration 35Q: 3 clusters Score -6762030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6762019.000000 Penalty: 3520.702637
	Iteration 36Q: 3 clusters Score -6762019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6762039.000000 Penalty: 3520.702637
	Iteration 37Q: 3 clusters Score -6762039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6762086.500000 Penalty: 3520.702637
	Iteration 38Q: 3 clusters Score -6762086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6762085.500000 Penalty: 3520.702637
	Iteration 39Q: 3 clusters Score -6762086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6762086.500000 Penalty: 3520.702637
	Iteration 40F: 3 clusters Score -6762086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6762107.500000 Penalty: 3520.702637
	Iteration 41Q: 3 clusters Score -6762108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6762120.500000 Penalty: 3520.702637
	Iteration 42Q: 3 clusters Score -6762120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6762127.000000 Penalty: 3520.702637
	Iteration 43Q: 3 clusters Score -6762127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6762128.000000 Penalty: 3520.702637
	Iteration 44Q: 3 clusters Score -6762128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6762158.000000 Penalty: 3520.702637
	Iteration 45Q: 3 clusters Score -6762158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6762171.000000 Penalty: 3520.702637
	Iteration 46Q: 3 clusters Score -6762171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6762170.000000 Penalty: 3520.702637
	Iteration 47Q: 3 clusters Score -6762170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6762183.500000 Penalty: 3520.702637
	Iteration 48Q: 3 clusters Score -6762184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6762202.500000 Penalty: 3520.702637
	Iteration 49Q: 3 clusters Score -6762202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6762203.000000 Penalty: 3520.702637
	Iteration 50Q: 3 clusters Score -6762203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6762214.000000 Penalty: 3520.702637
	Iteration 51Q: 3 clusters Score -6762214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6762229.500000 Penalty: 3520.702637
	Iteration 52Q: 3 clusters Score -6762230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6762228.000000 Penalty: 3520.702637
	Iteration 53Q: 3 clusters Score -6762228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6762240.000000 Penalty: 3520.702637
	Iteration 54Q: 3 clusters Score -6762240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6762237.000000 Penalty: 3520.702637
	Iteration 55Q: 3 clusters Score -6762237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6762241.500000 Penalty: 3520.702637
	Iteration 56Q: 3 clusters Score -6762242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6762245.000000 Penalty: 3520.702637
	Iteration 57Q: 3 clusters Score -6762245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6762244.500000 Penalty: 3520.702637
	Iteration 58Q: 3 clusters Score -6762244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6762257.000000 Penalty: 3520.702637
	Iteration 59Q: 3 clusters Score -6762257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6762256.500000 Penalty: 3520.702637
	Iteration 60F: 3 clusters Score -6762256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6762251.500000 Penalty: 3520.702637
	Iteration 61Q: 3 clusters Score -6762252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6762255.000000 Penalty: 3520.702637
	Iteration 62Q: 3 clusters Score -6762255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6762249.500000 Penalty: 3520.702637
	Iteration 63Q: 3 clusters Score -6762250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6762253.500000 Penalty: 3520.702637
	Iteration 64Q: 3 clusters Score -6762254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6762267.500000 Penalty: 3520.702637
	Iteration 65Q: 3 clusters Score -6762268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6762270.500000 Penalty: 3520.702637
	Iteration 66Q: 3 clusters Score -6762270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6762274.500000 Penalty: 3520.702637
	Iteration 67Q: 3 clusters Score -6762274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6762271.500000 Penalty: 3520.702637
	Iteration 68Q: 3 clusters Score -6762272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6762282.000000 Penalty: 3520.702637
	Iteration 69Q: 3 clusters Score -6762282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6762292.000000 Penalty: 3520.702637
	Iteration 70Q: 3 clusters Score -6762292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6762285.000000 Penalty: 3520.702637
	Iteration 71Q: 3 clusters Score -6762285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6762299.000000 Penalty: 3520.702637
	Iteration 72Q: 3 clusters Score -6762299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6762296.000000 Penalty: 3520.702637
	Iteration 73Q: 3 clusters Score -6762296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6762296.000000 Penalty: 3520.702637
	Iteration 74Q: 3 clusters Score -6762296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6762295.000000 Penalty: 3520.702637
	Iteration 75Q: 3 clusters Score -6762295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6762297.000000 Penalty: 3520.702637
	Iteration 76Q: 3 clusters Score -6762297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6762299.500000 Penalty: 3520.702637
	Iteration 77Q: 3 clusters Score -6762300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6762299.500000 Penalty: 3520.702637
	Iteration 78Q: 3 clusters Score -6762300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6762297.500000 Penalty: 3520.702637
	Iteration 79Q: 3 clusters Score -6762298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6762296.000000 Penalty: 3520.702637
	Iteration 80F: 3 clusters Score -6762296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6762295.500000 Penalty: 3520.702637
	Iteration 81Q: 3 clusters Score -6762296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6762295.000000 Penalty: 3520.702637
	Iteration 82Q: 3 clusters Score -6762295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6762295.500000 Penalty: 3520.702637
	Iteration 83Q: 3 clusters Score -6762296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6762296.500000 Penalty: 3520.702637
	Iteration 84Q: 3 clusters Score -6762296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6762299.000000 Penalty: 3520.702637
	Iteration 85Q: 3 clusters Score -6762299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6762293.500000 Penalty: 3520.702637
	Iteration 86Q: 3 clusters Score -6762294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6762299.500000 Penalty: 3520.702637
	Iteration 87Q: 3 clusters Score -6762300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6762305.000000 Penalty: 3520.702637
	Iteration 88Q: 3 clusters Score -6762305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6762310.500000 Penalty: 3520.702637
	Iteration 89Q: 3 clusters Score -6762310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6762309.000000 Penalty: 3520.702637
	Iteration 90Q: 3 clusters Score -6762309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6762317.500000 Penalty: 3520.702637
	Iteration 91Q: 3 clusters Score -6762318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6762330.500000 Penalty: 3520.702637
	Iteration 92Q: 3 clusters Score -6762330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6762333.500000 Penalty: 3520.702637
	Iteration 93Q: 3 clusters Score -6762334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6762335.500000 Penalty: 3520.702637
	Iteration 94Q: 3 clusters Score -6762336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6762335.500000 Penalty: 3520.702637
	Iteration 95Q: 3 clusters Score -6762336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6762330.000000 Penalty: 3520.702637
	Iteration 96Q: 3 clusters Score -6762330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6762332.000000 Penalty: 3520.702637
	Iteration 97Q: 3 clusters Score -6762332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6762330.000000 Penalty: 3520.702637
	Iteration 98Q: 3 clusters Score -6762330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6762332.000000 Penalty: 3520.702637
	Iteration 99Q: 3 clusters Score -6762332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6762339.500000 Penalty: 3520.702637
	Iteration 100F: 3 clusters Score -6762340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6762338.500000 Penalty: 3520.702637
	Iteration 101Q: 3 clusters Score -6762338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6762343.500000 Penalty: 3520.702637
	Iteration 102Q: 3 clusters Score -6762344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6762346.000000 Penalty: 3520.702637
	Iteration 103Q: 3 clusters Score -6762346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6762350.500000 Penalty: 3520.702637
	Iteration 104Q: 3 clusters Score -6762350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6762349.000000 Penalty: 3520.702637
	Iteration 105Q: 3 clusters Score -6762349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6762351.000000 Penalty: 3520.702637
	Iteration 106Q: 3 clusters Score -6762351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6762351.000000 Penalty: 3520.702637
	Iteration 107Q: 3 clusters Score -6762351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6762349.500000 Penalty: 3520.702637
	Iteration 108Q: 3 clusters Score -6762350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6762345.500000 Penalty: 3520.702637
	Iteration 109Q: 3 clusters Score -6762346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6762346.000000 Penalty: 3520.702637
	Iteration 110Q: 3 clusters Score -6762346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6762350.000000 Penalty: 3520.702637
	Iteration 111Q: 3 clusters Score -6762350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6762350.000000 Penalty: 3520.702637
	Iteration 112Q: 3 clusters Score -6762350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6762343.000000 Penalty: 3520.702637
	Iteration 113Q: 3 clusters Score -6762343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6762346.500000 Penalty: 3520.702637
	Iteration 114Q: 3 clusters Score -6762346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6762344.000000 Penalty: 3520.702637
	Iteration 115Q: 3 clusters Score -6762344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6762349.500000 Penalty: 3520.702637
	Iteration 116Q: 3 clusters Score -6762350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6762360.500000 Penalty: 3520.702637
	Iteration 117Q: 3 clusters Score -6762360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6762355.000000 Penalty: 3520.702637
	Iteration 118Q: 3 clusters Score -6762355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6762356.000000 Penalty: 3520.702637
	Iteration 119Q: 3 clusters Score -6762356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6762357.000000 Penalty: 3520.702637
	Iteration 120F: 3 clusters Score -6762357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6762364.000000 Penalty: 3520.702637
	Iteration 121Q: 3 clusters Score -6762364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6762356.500000 Penalty: 3520.702637
	Iteration 122Q: 3 clusters Score -6762356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6762356.500000 Penalty: 3520.702637
	Iteration 123Q: 3 clusters Score -6762356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6762356.500000 Penalty: 3520.702637
	Iteration 124F: 3 clusters Score -6762356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Entering Unmasked Estep 
Score: -4453794.000000 Penalty: 1696.006836
	Iteration 0F: 2 clusters Score -4453794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4431081.000000 Penalty: 3392.013672
	Iteration 0F: 3 clusters Score -4431081 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4439888.000000 Penalty: 3392.013672
	Iteration 1F: 3 clusters Score -4439888 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4440475.000000 Penalty: 3392.013672
	Iteration 2Q: 3 clusters Score -4440475 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4441179.000000 Penalty: 3392.013672
	Iteration 3Q: 3 clusters Score -4441179 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4442065.000000 Penalty: 3392.013672
	Iteration 4F: 3 clusters Score -4442065 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4443261.000000 Penalty: 3392.013672
	Iteration 5F: 3 clusters Score -4443261 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4444885.000000 Penalty: 3392.013672
	Iteration 6F: 3 clusters Score -4444885 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4446918.000000 Penalty: 3392.013672
	Iteration 7F: 3 clusters Score -4446918 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4448803.500000 Penalty: 3392.013672
	Iteration 8F: 3 clusters Score -4448804 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4450086.500000 Penalty: 3392.013672
	Iteration 9Q: 3 clusters Score -4450086 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4450707.500000 Penalty: 3392.013672
	Iteration 10Q: 3 clusters Score -4450708 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4451166.500000 Penalty: 3392.013672
	Iteration 11Q: 3 clusters Score -4451166 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4451464.000000 Penalty: 3392.013672
	Iteration 12Q: 3 clusters Score -4451464 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4451687.500000 Penalty: 3392.013672
	Iteration 13Q: 3 clusters Score -4451688 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4451838.500000 Penalty: 3392.013672
	Iteration 14Q: 3 clusters Score -4451838 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4451965.000000 Penalty: 3392.013672
	Iteration 15Q: 3 clusters Score -4451965 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4452043.500000 Penalty: 3392.013672
	Iteration 16Q: 3 clusters Score -4452044 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4452105.000000 Penalty: 3392.013672
	Iteration 17Q: 3 clusters Score -4452105 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4452165.000000 Penalty: 3392.013672
	Iteration 18Q: 3 clusters Score -4452165 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4452208.000000 Penalty: 3392.013672
	Iteration 19Q: 3 clusters Score -4452208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4452243.000000 Penalty: 3392.013672
	Iteration 20F: 3 clusters Score -4452243 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4452270.000000 Penalty: 3392.013672
	Iteration 21Q: 3 clusters Score -4452270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4452322.000000 Penalty: 3392.013672
	Iteration 22Q: 3 clusters Score -4452322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4452346.500000 Penalty: 3392.013672
	Iteration 23Q: 3 clusters Score -4452346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4452367.500000 Penalty: 3392.013672
	Iteration 24Q: 3 clusters Score -4452368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4452407.500000 Penalty: 3392.013672
	Iteration 25Q: 3 clusters Score -4452408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4452439.500000 Penalty: 3392.013672
	Iteration 26Q: 3 clusters Score -4452440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4452466.000000 Penalty: 3392.013672
	Iteration 27Q: 3 clusters Score -4452466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4452481.000000 Penalty: 3392.013672
	Iteration 28Q: 3 clusters Score -4452481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4452502.000000 Penalty: 3392.013672
	Iteration 29Q: 3 clusters Score -4452502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4452500.500000 Penalty: 3392.013672
	Iteration 30Q: 3 clusters Score -4452500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4452514.500000 Penalty: 3392.013672
	Iteration 31Q: 3 clusters Score -4452514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4452522.000000 Penalty: 3392.013672
	Iteration 32Q: 3 clusters Score -4452522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4452533.000000 Penalty: 3392.013672
	Iteration 33Q: 3 clusters Score -4452533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4452534.500000 Penalty: 3392.013672
	Iteration 34Q: 3 clusters Score -4452534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4452553.500000 Penalty: 3392.013672
	Iteration 35Q: 3 clusters Score -4452554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4452563.500000 Penalty: 3392.013672
	Iteration 36Q: 3 clusters Score -4452564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4452571.000000 Penalty: 3392.013672
	Iteration 37Q: 3 clusters Score -4452571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4452579.000000 Penalty: 3392.013672
	Iteration 38Q: 3 clusters Score -4452579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4452577.500000 Penalty: 3392.013672
	Iteration 39Q: 3 clusters Score -4452578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4452585.000000 Penalty: 3392.013672
	Iteration 40F: 3 clusters Score -4452585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4452594.000000 Penalty: 3392.013672
	Iteration 41Q: 3 clusters Score -4452594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4452613.500000 Penalty: 3392.013672
	Iteration 42Q: 3 clusters Score -4452614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4452614.500000 Penalty: 3392.013672
	Iteration 43Q: 3 clusters Score -4452614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4452615.000000 Penalty: 3392.013672
	Iteration 44Q: 3 clusters Score -4452615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4452612.000000 Penalty: 3392.013672
	Iteration 45Q: 3 clusters Score -4452612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4452617.000000 Penalty: 3392.013672
	Iteration 46Q: 3 clusters Score -4452617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4452627.000000 Penalty: 3392.013672
	Iteration 47Q: 3 clusters Score -4452627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4452633.000000 Penalty: 3392.013672
	Iteration 48Q: 3 clusters Score -4452633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4452636.500000 Penalty: 3392.013672
	Iteration 49Q: 3 clusters Score -4452636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4452646.500000 Penalty: 3392.013672
	Iteration 50Q: 3 clusters Score -4452646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4452660.500000 Penalty: 3392.013672
	Iteration 51Q: 3 clusters Score -4452660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4452659.000000 Penalty: 3392.013672
	Iteration 52Q: 3 clusters Score -4452659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4452670.000000 Penalty: 3392.013672
	Iteration 53Q: 3 clusters Score -4452670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4452668.500000 Penalty: 3392.013672
	Iteration 54Q: 3 clusters Score -4452668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -4452680.000000 Penalty: 3392.013672
	Iteration 55Q: 3 clusters Score -4452680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4452683.500000 Penalty: 3392.013672
	Iteration 56Q: 3 clusters Score -4452684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4452695.000000 Penalty: 3392.013672
	Iteration 57Q: 3 clusters Score -4452695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4452712.000000 Penalty: 3392.013672
	Iteration 58Q: 3 clusters Score -4452712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4452721.000000 Penalty: 3392.013672
	Iteration 59Q: 3 clusters Score -4452721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4452725.000000 Penalty: 3392.013672
	Iteration 60F: 3 clusters Score -4452725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4452732.000000 Penalty: 3392.013672
	Iteration 61Q: 3 clusters Score -4452732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4452734.500000 Penalty: 3392.013672
	Iteration 62Q: 3 clusters Score -4452734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4452726.500000 Penalty: 3392.013672
	Iteration 63Q: 3 clusters Score -4452726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4452736.000000 Penalty: 3392.013672
	Iteration 64Q: 3 clusters Score -4452736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4452743.500000 Penalty: 3392.013672
	Iteration 65Q: 3 clusters Score -4452744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4452740.500000 Penalty: 3392.013672
	Iteration 66Q: 3 clusters Score -4452740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4452745.500000 Penalty: 3392.013672
	Iteration 67Q: 3 clusters Score -4452746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4452754.000000 Penalty: 3392.013672
	Iteration 68Q: 3 clusters Score -4452754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4452754.500000 Penalty: 3392.013672
	Iteration 69Q: 3 clusters Score -4452754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4452755.000000 Penalty: 3392.013672
	Iteration 70Q: 3 clusters Score -4452755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4452758.500000 Penalty: 3392.013672
	Iteration 71Q: 3 clusters Score -4452758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4452757.500000 Penalty: 3392.013672
	Iteration 72Q: 3 clusters Score -4452758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4452755.500000 Penalty: 3392.013672
	Iteration 73Q: 3 clusters Score -4452756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4452756.000000 Penalty: 3392.013672
	Iteration 74Q: 3 clusters Score -4452756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4452755.000000 Penalty: 3392.013672
	Iteration 75Q: 3 clusters Score -4452755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4452762.500000 Penalty: 3392.013672
	Iteration 76Q: 3 clusters Score -4452762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4452764.500000 Penalty: 3392.013672
	Iteration 77Q: 3 clusters Score -4452764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4452769.000000 Penalty: 3392.013672
	Iteration 78Q: 3 clusters Score -4452769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4452766.000000 Penalty: 3392.013672
	Iteration 79Q: 3 clusters Score -4452766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4452766.500000 Penalty: 3392.013672
	Iteration 80F: 3 clusters Score -4452766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4452769.500000 Penalty: 3392.013672
	Iteration 81Q: 3 clusters Score -4452770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4452769.000000 Penalty: 3392.013672
	Iteration 82Q: 3 clusters Score -4452769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4452771.500000 Penalty: 3392.013672
	Iteration 83Q: 3 clusters Score -4452772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4452768.500000 Penalty: 3392.013672
	Iteration 84Q: 3 clusters Score -4452768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4452773.000000 Penalty: 3392.013672
	Iteration 85Q: 3 clusters Score -4452773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4452773.500000 Penalty: 3392.013672
	Iteration 86Q: 3 clusters Score -4452774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4452771.500000 Penalty: 3392.013672
	Iteration 87Q: 3 clusters Score -4452772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4452771.500000 Penalty: 3392.013672
	Iteration 88F: 3 clusters Score -4452772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -85193.625000 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -85193.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84016.476562 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -84016.48 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84325.609375 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -84325.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84474.859375 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -84474.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84599.187500 Penalty: 2161.760742
	Iteration 3F: 3 clusters Score -84599.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84714.484375 Penalty: 2161.760742
	Iteration 4F: 3 clusters Score -84714.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84927.843750 Penalty: 2161.760742
	Iteration 5F: 3 clusters Score -84927.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85185.500000 Penalty: 2161.760742
	Iteration 6F: 3 clusters Score -85185.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85383.000000 Penalty: 2161.760742
	Iteration 7F: 3 clusters Score -85383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85542.781250 Penalty: 2161.760742
	Iteration 8F: 3 clusters Score -85542.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85667.273438 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -85667.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85728.484375 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -85728.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85749.453125 Penalty: 2161.760742
	Iteration 11Q: 3 clusters Score -85749.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85771.726562 Penalty: 2161.760742
	Iteration 12Q: 3 clusters Score -85771.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85784.351562 Penalty: 2161.760742
	Iteration 13Q: 3 clusters Score -85784.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85790.468750 Penalty: 2161.760742
	Iteration 14Q: 3 clusters Score -85790.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85791.750000 Penalty: 2161.760742
	Iteration 15Q: 3 clusters Score -85791.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85791.859375 Penalty: 2161.760742
	Iteration 16Q: 3 clusters Score -85791.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85791.859375 Penalty: 2161.760742
	Iteration 17F: 3 clusters Score -85791.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 394 members 
Entering Unmasked Estep 
Score: -85971048.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85971528.000000 to -85971048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (54122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Entering Unmasked Estep 
Score: -7199804.000000 Penalty: 1771.086914
	Iteration 0F: 2 clusters Score -7199804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7165125.500000 Penalty: 3542.173828
	Iteration 0F: 3 clusters Score -7165126 nChanged 25368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -7179700.000000 Penalty: 3542.173828
	Iteration 1F: 3 clusters Score -7179700 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -7180520.000000 Penalty: 3542.173828
	Iteration 2Q: 3 clusters Score -7180520 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -7181527.500000 Penalty: 3542.173828
	Iteration 3Q: 3 clusters Score -7181528 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -7182883.000000 Penalty: 3542.173828
	Iteration 4F: 3 clusters Score -7182883 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -7184625.000000 Penalty: 3542.173828
	Iteration 5F: 3 clusters Score -7184625 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -7186856.000000 Penalty: 3542.173828
	Iteration 6F: 3 clusters Score -7186856 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -7189300.000000 Penalty: 3542.173828
	Iteration 7F: 3 clusters Score -7189300 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -7191751.000000 Penalty: 3542.173828
	Iteration 8F: 3 clusters Score -7191751 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7193332.500000 Penalty: 3542.173828
	Iteration 9Q: 3 clusters Score -7193332 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -7194100.500000 Penalty: 3542.173828
	Iteration 10Q: 3 clusters Score -7194100 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -7194692.500000 Penalty: 3542.173828
	Iteration 11Q: 3 clusters Score -7194692 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -7195179.500000 Penalty: 3542.173828
	Iteration 12Q: 3 clusters Score -7195180 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7195594.500000 Penalty: 3542.173828
	Iteration 13Q: 3 clusters Score -7195594 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -7195923.000000 Penalty: 3542.173828
	Iteration 14Q: 3 clusters Score -7195923 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -7196228.500000 Penalty: 3542.173828
	Iteration 15Q: 3 clusters Score -7196228 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -7196480.000000 Penalty: 3542.173828
	Iteration 16Q: 3 clusters Score -7196480 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -7196776.500000 Penalty: 3542.173828
	Iteration 17Q: 3 clusters Score -7196776 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7197005.000000 Penalty: 3542.173828
	Iteration 18Q: 3 clusters Score -7197005 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7197316.500000 Penalty: 3542.173828
	Iteration 19Q: 3 clusters Score -7197316 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7197571.000000 Penalty: 3542.173828
	Iteration 20F: 3 clusters Score -7197571 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7197759.000000 Penalty: 3542.173828
	Iteration 21Q: 3 clusters Score -7197759 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7197953.500000 Penalty: 3542.173828
	Iteration 22Q: 3 clusters Score -7197954 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7198071.000000 Penalty: 3542.173828
	Iteration 23Q: 3 clusters Score -7198071 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7198160.500000 Penalty: 3542.173828
	Iteration 24Q: 3 clusters Score -7198160 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7198234.500000 Penalty: 3542.173828
	Iteration 25Q: 3 clusters Score -7198234 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7198299.000000 Penalty: 3542.173828
	Iteration 26Q: 3 clusters Score -7198299 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7198328.000000 Penalty: 3542.173828
	Iteration 27Q: 3 clusters Score -7198328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7198366.000000 Penalty: 3542.173828
	Iteration 28Q: 3 clusters Score -7198366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7198388.000000 Penalty: 3542.173828
	Iteration 29Q: 3 clusters Score -7198388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7198404.000000 Penalty: 3542.173828
	Iteration 30Q: 3 clusters Score -7198404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7198406.000000 Penalty: 3542.173828
	Iteration 31Q: 3 clusters Score -7198406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7198418.000000 Penalty: 3542.173828
	Iteration 32Q: 3 clusters Score -7198418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7198432.000000 Penalty: 3542.173828
	Iteration 33Q: 3 clusters Score -7198432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7198432.500000 Penalty: 3542.173828
	Iteration 34Q: 3 clusters Score -7198432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7198443.000000 Penalty: 3542.173828
	Iteration 35Q: 3 clusters Score -7198443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7198442.500000 Penalty: 3542.173828
	Iteration 36Q: 3 clusters Score -7198442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7198449.000000 Penalty: 3542.173828
	Iteration 37Q: 3 clusters Score -7198449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7198441.000000 Penalty: 3542.173828
	Iteration 38Q: 3 clusters Score -7198441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7198446.000000 Penalty: 3542.173828
	Iteration 39Q: 3 clusters Score -7198446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7198443.500000 Penalty: 3542.173828
	Iteration 40F: 3 clusters Score -7198444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7198449.500000 Penalty: 3542.173828
	Iteration 41Q: 3 clusters Score -7198450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7198444.500000 Penalty: 3542.173828
	Iteration 42Q: 3 clusters Score -7198444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7198448.500000 Penalty: 3542.173828
	Iteration 43Q: 3 clusters Score -7198448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7198453.500000 Penalty: 3542.173828
	Iteration 44Q: 3 clusters Score -7198454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7198443.500000 Penalty: 3542.173828
	Iteration 45Q: 3 clusters Score -7198444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7198447.500000 Penalty: 3542.173828
	Iteration 46Q: 3 clusters Score -7198448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7198446.500000 Penalty: 3542.173828
	Iteration 47Q: 3 clusters Score -7198446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7198449.000000 Penalty: 3542.173828
	Iteration 48Q: 3 clusters Score -7198449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7198455.000000 Penalty: 3542.173828
	Iteration 49Q: 3 clusters Score -7198455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7198453.500000 Penalty: 3542.173828
	Iteration 50Q: 3 clusters Score -7198454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7198461.000000 Penalty: 3542.173828
	Iteration 51Q: 3 clusters Score -7198461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7198461.000000 Penalty: 3542.173828
	Iteration 52Q: 3 clusters Score -7198461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7198461.500000 Penalty: 3542.173828
	Iteration 53Q: 3 clusters Score -7198462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7198457.500000 Penalty: 3542.173828
	Iteration 54Q: 3 clusters Score -7198458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7198453.500000 Penalty: 3542.173828
	Iteration 55Q: 3 clusters Score -7198454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7198457.000000 Penalty: 3542.173828
	Iteration 56Q: 3 clusters Score -7198457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7198463.000000 Penalty: 3542.173828
	Iteration 57Q: 3 clusters Score -7198463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7198455.000000 Penalty: 3542.173828
	Iteration 58Q: 3 clusters Score -7198455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7198461.000000 Penalty: 3542.173828
	Iteration 59Q: 3 clusters Score -7198461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7198465.000000 Penalty: 3542.173828
	Iteration 60F: 3 clusters Score -7198465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7198465.000000 Penalty: 3542.173828
	Iteration 61Q: 3 clusters Score -7198465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7198465.000000 Penalty: 3542.173828
	Iteration 62F: 3 clusters Score -7198465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -242093.312500 Penalty: 1201.505249
	Iteration 0F: 2 clusters Score -242093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -240258.265625 Penalty: 2403.010498
	Iteration 0F: 3 clusters Score -240258.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -240827.687500 Penalty: 2403.010498
	Iteration 1F: 3 clusters Score -240827.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241099.906250 Penalty: 2403.010498
	Iteration 2F: 3 clusters Score -241099.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -241285.671875 Penalty: 2403.010498
	Iteration 3F: 3 clusters Score -241285.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241408.906250 Penalty: 2403.010498
	Iteration 4F: 3 clusters Score -241408.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -241494.156250 Penalty: 2403.010498
	Iteration 5Q: 3 clusters Score -241494.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -241535.093750 Penalty: 2403.010498
	Iteration 6Q: 3 clusters Score -241535.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -241570.484375 Penalty: 2403.010498
	Iteration 7Q: 3 clusters Score -241570.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -241603.093750 Penalty: 2403.010498
	Iteration 8Q: 3 clusters Score -241603.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -241623.265625 Penalty: 2403.010498
	Iteration 9Q: 3 clusters Score -241623.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -241640.515625 Penalty: 2403.010498
	Iteration 10Q: 3 clusters Score -241640.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -241662.031250 Penalty: 2403.010498
	Iteration 11Q: 3 clusters Score -241662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -241683.421875 Penalty: 2403.010498
	Iteration 12Q: 3 clusters Score -241683.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -241697.953125 Penalty: 2403.010498
	Iteration 13Q: 3 clusters Score -241698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -241708.968750 Penalty: 2403.010498
	Iteration 14Q: 3 clusters Score -241709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -241713.671875 Penalty: 2403.010498
	Iteration 15Q: 3 clusters Score -241713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -241715.734375 Penalty: 2403.010498
	Iteration 16Q: 3 clusters Score -241715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -241717.843750 Penalty: 2403.010498
	Iteration 17Q: 3 clusters Score -241717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -241719.218750 Penalty: 2403.010498
	Iteration 18Q: 3 clusters Score -241719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -241719.531250 Penalty: 2403.010498
	Iteration 19Q: 3 clusters Score -241719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -241719.781250 Penalty: 2403.010498
	Iteration 20F: 3 clusters Score -241719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -241721.234375 Penalty: 2403.010498
	Iteration 21Q: 3 clusters Score -241721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -241721.234375 Penalty: 2403.010498
	Iteration 22F: 3 clusters Score -241721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -104578.468750 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -104578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103264.601562 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -103264.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103519.218750 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -103519.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103646.648438 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -103646.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103805.367188 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -103805.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103955.250000 Penalty: 2190.668945
	Iteration 4F: 3 clusters Score -103955.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104044.148438 Penalty: 2190.668945
	Iteration 5F: 3 clusters Score -104044.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104107.023438 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -104107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104134.617188 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -104134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104153.585938 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -104153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -104167.976562 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -104168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104172.140625 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -104172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -104172.539062 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -104172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -104172.539062 Penalty: 2190.668945
	Iteration 12F: 3 clusters Score -104172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93252 members 
Entering Unmasked Estep 
Score: -12323550.000000 Penalty: 1859.497437
	Iteration 0F: 2 clusters Score -1.232355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -12269273.000000 Penalty: 3718.994873
	Iteration 0F: 3 clusters Score -1.226927e+07 nChanged 44516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -12295352.000000 Penalty: 3718.994873
	Iteration 1F: 3 clusters Score -1.229535e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -12296556.000000 Penalty: 3718.994873
	Iteration 2Q: 3 clusters Score -1.229656e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -12298026.000000 Penalty: 3718.994873
	Iteration 3Q: 3 clusters Score -1.229803e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -12300319.000000 Penalty: 3718.994873
	Iteration 4F: 3 clusters Score -1.230032e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -12303680.000000 Penalty: 3718.994873
	Iteration 5F: 3 clusters Score -1.230368e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -12308390.000000 Penalty: 3718.994873
	Iteration 6F: 3 clusters Score -1.230839e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -12313192.000000 Penalty: 3718.994873
	Iteration 7F: 3 clusters Score -1.231319e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -12316736.000000 Penalty: 3718.994873
	Iteration 8F: 3 clusters Score -1.231674e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -12318106.000000 Penalty: 3718.994873
	Iteration 9Q: 3 clusters Score -1.231811e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -12318809.000000 Penalty: 3718.994873
	Iteration 10Q: 3 clusters Score -1.231881e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -12319029.000000 Penalty: 3718.994873
	Iteration 11Q: 3 clusters Score -1.231903e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -12319156.000000 Penalty: 3718.994873
	Iteration 12Q: 3 clusters Score -1.231916e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -12319282.000000 Penalty: 3718.994873
	Iteration 13Q: 3 clusters Score -1.231928e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -12319258.000000 Penalty: 3718.994873
	Iteration 14Q: 3 clusters Score -1.231926e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3718.994873
	Iteration 15Q: 3 clusters Score -1.23193e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -12319339.000000 Penalty: 3718.994873
	Iteration 16Q: 3 clusters Score -1.231934e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -12319348.000000 Penalty: 3718.994873
	Iteration 17Q: 3 clusters Score -1.231935e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -12319337.000000 Penalty: 3718.994873
	Iteration 18Q: 3 clusters Score -1.231934e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -12319334.000000 Penalty: 3718.994873
	Iteration 19Q: 3 clusters Score -1.231933e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -12319332.000000 Penalty: 3718.994873
	Iteration 20F: 3 clusters Score -1.231933e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -12319314.000000 Penalty: 3718.994873
	Iteration 21Q: 3 clusters Score -1.231931e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -12319289.000000 Penalty: 3718.994873
	Iteration 22Q: 3 clusters Score -1.231929e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -12319296.000000 Penalty: 3718.994873
	Iteration 23Q: 3 clusters Score -1.23193e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3718.994873
	Iteration 24Q: 3 clusters Score -1.23193e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -12319332.000000 Penalty: 3718.994873
	Iteration 25Q: 3 clusters Score -1.231933e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -12319265.000000 Penalty: 3718.994873
	Iteration 26Q: 3 clusters Score -1.231926e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -12319297.000000 Penalty: 3718.994873
	Iteration 27Q: 3 clusters Score -1.23193e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -12319313.000000 Penalty: 3718.994873
	Iteration 28Q: 3 clusters Score -1.231931e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -12319302.000000 Penalty: 3718.994873
	Iteration 29Q: 3 clusters Score -1.23193e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -12319304.000000 Penalty: 3718.994873
	Iteration 30Q: 3 clusters Score -1.23193e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -12319308.000000 Penalty: 3718.994873
	Iteration 31Q: 3 clusters Score -1.231931e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -12319303.000000 Penalty: 3718.994873
	Iteration 32Q: 3 clusters Score -1.23193e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -12319288.000000 Penalty: 3718.994873
	Iteration 33Q: 3 clusters Score -1.231929e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -12319252.000000 Penalty: 3718.994873
	Iteration 34Q: 3 clusters Score -1.231925e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -12319235.000000 Penalty: 3718.994873
	Iteration 35Q: 3 clusters Score -1.231924e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -12319220.000000 Penalty: 3718.994873
	Iteration 36Q: 3 clusters Score -1.231922e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -12319179.000000 Penalty: 3718.994873
	Iteration 37Q: 3 clusters Score -1.231918e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -12319172.000000 Penalty: 3718.994873
	Iteration 38Q: 3 clusters Score -1.231917e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -12319168.000000 Penalty: 3718.994873
	Iteration 39Q: 3 clusters Score -1.231917e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -12319167.000000 Penalty: 3718.994873
	Iteration 40F: 3 clusters Score -1.231917e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -12319168.000000 Penalty: 3718.994873
	Iteration 41Q: 3 clusters Score -1.231917e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -12319148.000000 Penalty: 3718.994873
	Iteration 42Q: 3 clusters Score -1.231915e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -12319134.000000 Penalty: 3718.994873
	Iteration 43Q: 3 clusters Score -1.231913e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -12319120.000000 Penalty: 3718.994873
	Iteration 44Q: 3 clusters Score -1.231912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -12319095.000000 Penalty: 3718.994873
	Iteration 45Q: 3 clusters Score -1.23191e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -12319082.000000 Penalty: 3718.994873
	Iteration 46Q: 3 clusters Score -1.231908e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -12319051.000000 Penalty: 3718.994873
	Iteration 47Q: 3 clusters Score -1.231905e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -12319045.000000 Penalty: 3718.994873
	Iteration 48Q: 3 clusters Score -1.231904e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -12319041.000000 Penalty: 3718.994873
	Iteration 49Q: 3 clusters Score -1.231904e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -12318986.000000 Penalty: 3718.994873
	Iteration 50Q: 3 clusters Score -1.231899e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -12318980.000000 Penalty: 3718.994873
	Iteration 51Q: 3 clusters Score -1.231898e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -12318935.000000 Penalty: 3718.994873
	Iteration 52Q: 3 clusters Score -1.231894e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -12318936.000000 Penalty: 3718.994873
	Iteration 53Q: 3 clusters Score -1.231894e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -12318934.000000 Penalty: 3718.994873
	Iteration 54Q: 3 clusters Score -1.231893e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -12318889.000000 Penalty: 3718.994873
	Iteration 55Q: 3 clusters Score -1.231889e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -12318906.000000 Penalty: 3718.994873
	Iteration 56Q: 3 clusters Score -1.231891e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -12318905.000000 Penalty: 3718.994873
	Iteration 57Q: 3 clusters Score -1.23189e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -12318884.000000 Penalty: 3718.994873
	Iteration 58Q: 3 clusters Score -1.231888e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -12318904.000000 Penalty: 3718.994873
	Iteration 59Q: 3 clusters Score -1.23189e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -12318915.000000 Penalty: 3718.994873
	Iteration 60F: 3 clusters Score -1.231892e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -12318902.000000 Penalty: 3718.994873
	Iteration 61Q: 3 clusters Score -1.23189e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -12318889.000000 Penalty: 3718.994873
	Iteration 62Q: 3 clusters Score -1.231889e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -12318918.000000 Penalty: 3718.994873
	Iteration 63Q: 3 clusters Score -1.231892e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -12318914.000000 Penalty: 3718.994873
	Iteration 64Q: 3 clusters Score -1.231891e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -12318884.000000 Penalty: 3718.994873
	Iteration 65Q: 3 clusters Score -1.231888e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -12318907.000000 Penalty: 3718.994873
	Iteration 66Q: 3 clusters Score -1.231891e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -12318924.000000 Penalty: 3718.994873
	Iteration 67Q: 3 clusters Score -1.231892e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -12318899.000000 Penalty: 3718.994873
	Iteration 68Q: 3 clusters Score -1.23189e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -12318908.000000 Penalty: 3718.994873
	Iteration 69Q: 3 clusters Score -1.231891e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -12318904.000000 Penalty: 3718.994873
	Iteration 70Q: 3 clusters Score -1.23189e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -12318933.000000 Penalty: 3718.994873
	Iteration 71Q: 3 clusters Score -1.231893e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -12318958.000000 Penalty: 3718.994873
	Iteration 72Q: 3 clusters Score -1.231896e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -12318998.000000 Penalty: 3718.994873
	Iteration 73Q: 3 clusters Score -1.2319e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -12319031.000000 Penalty: 3718.994873
	Iteration 74Q: 3 clusters Score -1.231903e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -12319070.000000 Penalty: 3718.994873
	Iteration 75Q: 3 clusters Score -1.231907e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -12319128.000000 Penalty: 3718.994873
	Iteration 76Q: 3 clusters Score -1.231913e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -12319180.000000 Penalty: 3718.994873
	Iteration 77Q: 3 clusters Score -1.231918e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -12319215.000000 Penalty: 3718.994873
	Iteration 78Q: 3 clusters Score -1.231922e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -12319264.000000 Penalty: 3718.994873
	Iteration 79Q: 3 clusters Score -1.231926e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -12319307.000000 Penalty: 3718.994873
	Iteration 80F: 3 clusters Score -1.231931e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -12319338.000000 Penalty: 3718.994873
	Iteration 81Q: 3 clusters Score -1.231934e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -12319392.000000 Penalty: 3718.994873
	Iteration 82Q: 3 clusters Score -1.231939e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -12319466.000000 Penalty: 3718.994873
	Iteration 83Q: 3 clusters Score -1.231947e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -12319498.000000 Penalty: 3718.994873
	Iteration 84Q: 3 clusters Score -1.23195e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -12319492.000000 Penalty: 3718.994873
	Iteration 85Q: 3 clusters Score -1.231949e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -12319482.000000 Penalty: 3718.994873
	Iteration 86Q: 3 clusters Score -1.231948e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -12319531.000000 Penalty: 3718.994873
	Iteration 87Q: 3 clusters Score -1.231953e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -12319563.000000 Penalty: 3718.994873
	Iteration 88Q: 3 clusters Score -1.231956e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -12319597.000000 Penalty: 3718.994873
	Iteration 89Q: 3 clusters Score -1.23196e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -12319599.000000 Penalty: 3718.994873
	Iteration 90Q: 3 clusters Score -1.23196e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -12319652.000000 Penalty: 3718.994873
	Iteration 91Q: 3 clusters Score -1.231965e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -12319730.000000 Penalty: 3718.994873
	Iteration 92Q: 3 clusters Score -1.231973e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -12319717.000000 Penalty: 3718.994873
	Iteration 93Q: 3 clusters Score -1.231972e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -12319797.000000 Penalty: 3718.994873
	Iteration 94Q: 3 clusters Score -1.23198e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -12319815.000000 Penalty: 3718.994873
	Iteration 95Q: 3 clusters Score -1.231982e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -12319883.000000 Penalty: 3718.994873
	Iteration 96Q: 3 clusters Score -1.231988e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -12319902.000000 Penalty: 3718.994873
	Iteration 97Q: 3 clusters Score -1.23199e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -12319869.000000 Penalty: 3718.994873
	Iteration 98Q: 3 clusters Score -1.231987e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -12319885.000000 Penalty: 3718.994873
	Iteration 99Q: 3 clusters Score -1.231988e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -12319875.000000 Penalty: 3718.994873
	Iteration 100F: 3 clusters Score -1.231988e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12319926.000000 Penalty: 3718.994873
	Iteration 101Q: 3 clusters Score -1.231993e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -12319893.000000 Penalty: 3718.994873
	Iteration 102Q: 3 clusters Score -1.231989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -12319944.000000 Penalty: 3718.994873
	Iteration 103Q: 3 clusters Score -1.231994e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -12319969.000000 Penalty: 3718.994873
	Iteration 104Q: 3 clusters Score -1.231997e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -12319965.000000 Penalty: 3718.994873
	Iteration 105Q: 3 clusters Score -1.231996e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -12320024.000000 Penalty: 3718.994873
	Iteration 106Q: 3 clusters Score -1.232002e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -12320021.000000 Penalty: 3718.994873
	Iteration 107Q: 3 clusters Score -1.232002e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -12320049.000000 Penalty: 3718.994873
	Iteration 108Q: 3 clusters Score -1.232005e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -12320043.000000 Penalty: 3718.994873
	Iteration 109Q: 3 clusters Score -1.232004e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -12320066.000000 Penalty: 3718.994873
	Iteration 110Q: 3 clusters Score -1.232007e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -12320129.000000 Penalty: 3718.994873
	Iteration 111Q: 3 clusters Score -1.232013e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -12320094.000000 Penalty: 3718.994873
	Iteration 112Q: 3 clusters Score -1.232009e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -12320091.000000 Penalty: 3718.994873
	Iteration 113Q: 3 clusters Score -1.232009e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -12320101.000000 Penalty: 3718.994873
	Iteration 114Q: 3 clusters Score -1.23201e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -12320150.000000 Penalty: 3718.994873
	Iteration 115Q: 3 clusters Score -1.232015e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -12320171.000000 Penalty: 3718.994873
	Iteration 116Q: 3 clusters Score -1.232017e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -12320175.000000 Penalty: 3718.994873
	Iteration 117Q: 3 clusters Score -1.232018e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -12320175.000000 Penalty: 3718.994873
	Iteration 118Q: 3 clusters Score -1.232018e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -12320156.000000 Penalty: 3718.994873
	Iteration 119Q: 3 clusters Score -1.232016e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -12320181.000000 Penalty: 3718.994873
	Iteration 120F: 3 clusters Score -1.232018e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -12320188.000000 Penalty: 3718.994873
	Iteration 121Q: 3 clusters Score -1.232019e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -12320133.000000 Penalty: 3718.994873
	Iteration 122Q: 3 clusters Score -1.232013e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -12320161.000000 Penalty: 3718.994873
	Iteration 123Q: 3 clusters Score -1.232016e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -12320177.000000 Penalty: 3718.994873
	Iteration 124Q: 3 clusters Score -1.232018e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -12320200.000000 Penalty: 3718.994873
	Iteration 125Q: 3 clusters Score -1.23202e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -12320218.000000 Penalty: 3718.994873
	Iteration 126Q: 3 clusters Score -1.232022e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -12320194.000000 Penalty: 3718.994873
	Iteration 127Q: 3 clusters Score -1.232019e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -12320220.000000 Penalty: 3718.994873
	Iteration 128Q: 3 clusters Score -1.232022e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -12320220.000000 Penalty: 3718.994873
	Iteration 129Q: 3 clusters Score -1.232022e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -12320234.000000 Penalty: 3718.994873
	Iteration 130Q: 3 clusters Score -1.232023e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -12320205.000000 Penalty: 3718.994873
	Iteration 131Q: 3 clusters Score -1.23202e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -12320202.000000 Penalty: 3718.994873
	Iteration 132Q: 3 clusters Score -1.23202e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -12320182.000000 Penalty: 3718.994873
	Iteration 133Q: 3 clusters Score -1.232018e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -12320193.000000 Penalty: 3718.994873
	Iteration 134Q: 3 clusters Score -1.232019e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -12320182.000000 Penalty: 3718.994873
	Iteration 135Q: 3 clusters Score -1.232018e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -12320190.000000 Penalty: 3718.994873
	Iteration 136Q: 3 clusters Score -1.232019e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -12320182.000000 Penalty: 3718.994873
	Iteration 137Q: 3 clusters Score -1.232018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -12320194.000000 Penalty: 3718.994873
	Iteration 138Q: 3 clusters Score -1.232019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -12320204.000000 Penalty: 3718.994873
	Iteration 139Q: 3 clusters Score -1.23202e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -12320185.000000 Penalty: 3718.994873
	Iteration 140F: 3 clusters Score -1.232018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -12320186.000000 Penalty: 3718.994873
	Iteration 141Q: 3 clusters Score -1.232019e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -12320192.000000 Penalty: 3718.994873
	Iteration 142Q: 3 clusters Score -1.232019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -12320179.000000 Penalty: 3718.994873
	Iteration 143Q: 3 clusters Score -1.232018e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -12320203.000000 Penalty: 3718.994873
	Iteration 144Q: 3 clusters Score -1.23202e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -12320189.000000 Penalty: 3718.994873
	Iteration 145Q: 3 clusters Score -1.232019e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -12320189.000000 Penalty: 3718.994873
	Iteration 146Q: 3 clusters Score -1.232019e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -12320200.000000 Penalty: 3718.994873
	Iteration 147Q: 3 clusters Score -1.23202e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -12320196.000000 Penalty: 3718.994873
	Iteration 148Q: 3 clusters Score -1.23202e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -12320186.000000 Penalty: 3718.994873
	Iteration 149Q: 3 clusters Score -1.232019e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -12320179.000000 Penalty: 3718.994873
	Iteration 150Q: 3 clusters Score -1.232018e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -12320181.000000 Penalty: 3718.994873
	Iteration 151Q: 3 clusters Score -1.232018e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -12320181.000000 Penalty: 3718.994873
	Iteration 152Q: 3 clusters Score -1.232018e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -12320198.000000 Penalty: 3718.994873
	Iteration 153Q: 3 clusters Score -1.23202e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -12320194.000000 Penalty: 3718.994873
	Iteration 154Q: 3 clusters Score -1.232019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -12320200.000000 Penalty: 3718.994873
	Iteration 155Q: 3 clusters Score -1.23202e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -12320212.000000 Penalty: 3718.994873
	Iteration 156Q: 3 clusters Score -1.232021e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -12320219.000000 Penalty: 3718.994873
	Iteration 157Q: 3 clusters Score -1.232022e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -12320246.000000 Penalty: 3718.994873
	Iteration 158Q: 3 clusters Score -1.232025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -12320252.000000 Penalty: 3718.994873
	Iteration 159Q: 3 clusters Score -1.232025e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -12320260.000000 Penalty: 3718.994873
	Iteration 160F: 3 clusters Score -1.232026e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -12320253.000000 Penalty: 3718.994873
	Iteration 161Q: 3 clusters Score -1.232025e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -12320254.000000 Penalty: 3718.994873
	Iteration 162Q: 3 clusters Score -1.232025e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -12320248.000000 Penalty: 3718.994873
	Iteration 163Q: 3 clusters Score -1.232025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12320260.000000 Penalty: 3718.994873
	Iteration 164Q: 3 clusters Score -1.232026e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -12320270.000000 Penalty: 3718.994873
	Iteration 165Q: 3 clusters Score -1.232027e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -12320275.000000 Penalty: 3718.994873
	Iteration 166Q: 3 clusters Score -1.232028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -12320265.000000 Penalty: 3718.994873
	Iteration 167Q: 3 clusters Score -1.232026e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -12320280.000000 Penalty: 3718.994873
	Iteration 168Q: 3 clusters Score -1.232028e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -12320279.000000 Penalty: 3718.994873
	Iteration 169Q: 3 clusters Score -1.232028e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12320290.000000 Penalty: 3718.994873
	Iteration 170Q: 3 clusters Score -1.232029e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -12320290.000000 Penalty: 3718.994873
	Iteration 171Q: 3 clusters Score -1.232029e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -12320309.000000 Penalty: 3718.994873
	Iteration 172Q: 3 clusters Score -1.232031e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -12320290.000000 Penalty: 3718.994873
	Iteration 173Q: 3 clusters Score -1.232029e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -12320300.000000 Penalty: 3718.994873
	Iteration 174Q: 3 clusters Score -1.23203e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -12320308.000000 Penalty: 3718.994873
	Iteration 175Q: 3 clusters Score -1.232031e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -12320282.000000 Penalty: 3718.994873
	Iteration 176Q: 3 clusters Score -1.232028e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -12320272.000000 Penalty: 3718.994873
	Iteration 177Q: 3 clusters Score -1.232027e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -12320260.000000 Penalty: 3718.994873
	Iteration 178Q: 3 clusters Score -1.232026e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -12320251.000000 Penalty: 3718.994873
	Iteration 179Q: 3 clusters Score -1.232025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -12320263.000000 Penalty: 3718.994873
	Iteration 180F: 3 clusters Score -1.232026e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -12320285.000000 Penalty: 3718.994873
	Iteration 181Q: 3 clusters Score -1.232028e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -12320306.000000 Penalty: 3718.994873
	Iteration 182Q: 3 clusters Score -1.232031e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -12320309.000000 Penalty: 3718.994873
	Iteration 183Q: 3 clusters Score -1.232031e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -12320324.000000 Penalty: 3718.994873
	Iteration 184Q: 3 clusters Score -1.232032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -12320314.000000 Penalty: 3718.994873
	Iteration 185Q: 3 clusters Score -1.232031e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -12320315.000000 Penalty: 3718.994873
	Iteration 186Q: 3 clusters Score -1.232032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -12320314.000000 Penalty: 3718.994873
	Iteration 187Q: 3 clusters Score -1.232031e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -12320305.000000 Penalty: 3718.994873
	Iteration 188Q: 3 clusters Score -1.23203e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -12320311.000000 Penalty: 3718.994873
	Iteration 189Q: 3 clusters Score -1.232031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -12320299.000000 Penalty: 3718.994873
	Iteration 190Q: 3 clusters Score -1.23203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -12320287.000000 Penalty: 3718.994873
	Iteration 191Q: 3 clusters Score -1.232029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -12320322.000000 Penalty: 3718.994873
	Iteration 192Q: 3 clusters Score -1.232032e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -12320326.000000 Penalty: 3718.994873
	Iteration 193Q: 3 clusters Score -1.232033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -12320333.000000 Penalty: 3718.994873
	Iteration 194Q: 3 clusters Score -1.232033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -12320328.000000 Penalty: 3718.994873
	Iteration 195Q: 3 clusters Score -1.232033e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -12320324.000000 Penalty: 3718.994873
	Iteration 196Q: 3 clusters Score -1.232032e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -12320332.000000 Penalty: 3718.994873
	Iteration 197Q: 3 clusters Score -1.232033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -12320344.000000 Penalty: 3718.994873
	Iteration 198Q: 3 clusters Score -1.232034e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -12320377.000000 Penalty: 3718.994873
	Iteration 199Q: 3 clusters Score -1.232038e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -12320397.000000 Penalty: 3718.994873
	Iteration 200F: 3 clusters Score -1.23204e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -12320386.000000 Penalty: 3718.994873
	Iteration 201Q: 3 clusters Score -1.232039e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -12320347.000000 Penalty: 3718.994873
	Iteration 202Q: 3 clusters Score -1.232035e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -12320358.000000 Penalty: 3718.994873
	Iteration 203Q: 3 clusters Score -1.232036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -12320358.000000 Penalty: 3718.994873
	Iteration 204Q: 3 clusters Score -1.232036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -12320360.000000 Penalty: 3718.994873
	Iteration 205Q: 3 clusters Score -1.232036e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -12320332.000000 Penalty: 3718.994873
	Iteration 206Q: 3 clusters Score -1.232033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -12320332.000000 Penalty: 3718.994873
	Iteration 207Q: 3 clusters Score -1.232033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -12320323.000000 Penalty: 3718.994873
	Iteration 208Q: 3 clusters Score -1.232032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -12320338.000000 Penalty: 3718.994873
	Iteration 209Q: 3 clusters Score -1.232034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -12320316.000000 Penalty: 3718.994873
	Iteration 210Q: 3 clusters Score -1.232032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -12320310.000000 Penalty: 3718.994873
	Iteration 211Q: 3 clusters Score -1.232031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -12320307.000000 Penalty: 3718.994873
	Iteration 212Q: 3 clusters Score -1.232031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -12320308.000000 Penalty: 3718.994873
	Iteration 213Q: 3 clusters Score -1.232031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -12320305.000000 Penalty: 3718.994873
	Iteration 214Q: 3 clusters Score -1.23203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -12320303.000000 Penalty: 3718.994873
	Iteration 215Q: 3 clusters Score -1.23203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -12320310.000000 Penalty: 3718.994873
	Iteration 216Q: 3 clusters Score -1.232031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -12320302.000000 Penalty: 3718.994873
	Iteration 217Q: 3 clusters Score -1.23203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -12320301.000000 Penalty: 3718.994873
	Iteration 218Q: 3 clusters Score -1.23203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -12320307.000000 Penalty: 3718.994873
	Iteration 219Q: 3 clusters Score -1.232031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -12320316.000000 Penalty: 3718.994873
	Iteration 220F: 3 clusters Score -1.232032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -12320328.000000 Penalty: 3718.994873
	Iteration 221Q: 3 clusters Score -1.232033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -12320323.000000 Penalty: 3718.994873
	Iteration 222Q: 3 clusters Score -1.232032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -12320323.000000 Penalty: 3718.994873
	Iteration 223Q: 3 clusters Score -1.232032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -12320322.000000 Penalty: 3718.994873
	Iteration 224Q: 3 clusters Score -1.232032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -12320322.000000 Penalty: 3718.994873
	Iteration 225Q: 3 clusters Score -1.232032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -12320326.000000 Penalty: 3718.994873
	Iteration 226Q: 3 clusters Score -1.232033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -12320321.000000 Penalty: 3718.994873
	Iteration 227Q: 3 clusters Score -1.232032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -12320323.000000 Penalty: 3718.994873
	Iteration 228Q: 3 clusters Score -1.232032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -12320323.000000 Penalty: 3718.994873
	Iteration 229Q: 3 clusters Score -1.232032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -12320320.000000 Penalty: 3718.994873
	Iteration 230Q: 3 clusters Score -1.232032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -12320307.000000 Penalty: 3718.994873
	Iteration 231Q: 3 clusters Score -1.232031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -12320309.000000 Penalty: 3718.994873
	Iteration 232Q: 3 clusters Score -1.232031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -12320313.000000 Penalty: 3718.994873
	Iteration 233Q: 3 clusters Score -1.232031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -12320301.000000 Penalty: 3718.994873
	Iteration 234Q: 3 clusters Score -1.23203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -12320301.000000 Penalty: 3718.994873
	Iteration 235Q: 3 clusters Score -1.23203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -12320309.000000 Penalty: 3718.994873
	Iteration 236Q: 3 clusters Score -1.232031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -12320305.000000 Penalty: 3718.994873
	Iteration 237Q: 3 clusters Score -1.23203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -12320315.000000 Penalty: 3718.994873
	Iteration 238Q: 3 clusters Score -1.232032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -12320322.000000 Penalty: 3718.994873
	Iteration 239Q: 3 clusters Score -1.232032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -12320327.000000 Penalty: 3718.994873
	Iteration 240F: 3 clusters Score -1.232033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -12320324.000000 Penalty: 3718.994873
	Iteration 241Q: 3 clusters Score -1.232032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -12320331.000000 Penalty: 3718.994873
	Iteration 242Q: 3 clusters Score -1.232033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -12320328.000000 Penalty: 3718.994873
	Iteration 243Q: 3 clusters Score -1.232033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -12320322.000000 Penalty: 3718.994873
	Iteration 244Q: 3 clusters Score -1.232032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -12320312.000000 Penalty: 3718.994873
	Iteration 245Q: 3 clusters Score -1.232031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -12320321.000000 Penalty: 3718.994873
	Iteration 246Q: 3 clusters Score -1.232032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -12320320.000000 Penalty: 3718.994873
	Iteration 247Q: 3 clusters Score -1.232032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -12320314.000000 Penalty: 3718.994873
	Iteration 248Q: 3 clusters Score -1.232031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -12320312.000000 Penalty: 3718.994873
	Iteration 249Q: 3 clusters Score -1.232031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -12320313.000000 Penalty: 3718.994873
	Iteration 250Q: 3 clusters Score -1.232031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -12320306.000000 Penalty: 3718.994873
	Iteration 251Q: 3 clusters Score -1.232031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -12320312.000000 Penalty: 3718.994873
	Iteration 252Q: 3 clusters Score -1.232031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -12320317.000000 Penalty: 3718.994873
	Iteration 253Q: 3 clusters Score -1.232032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -12320320.000000 Penalty: 3718.994873
	Iteration 254Q: 3 clusters Score -1.232032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -12320311.000000 Penalty: 3718.994873
	Iteration 255Q: 3 clusters Score -1.232031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -12320314.000000 Penalty: 3718.994873
	Iteration 256Q: 3 clusters Score -1.232031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -12320325.000000 Penalty: 3718.994873
	Iteration 257Q: 3 clusters Score -1.232032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -12320325.000000 Penalty: 3718.994873
	Iteration 258F: 3 clusters Score -1.232032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -756539.187500 Penalty: 1412.010620
	Iteration 0F: 2 clusters Score -756539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -752046.250000 Penalty: 2824.021240
	Iteration 0F: 3 clusters Score -752046.2 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -753445.250000 Penalty: 2824.021240
	Iteration 1F: 3 clusters Score -753445.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -753876.562500 Penalty: 2824.021240
	Iteration 2F: 3 clusters Score -753876.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -754369.687500 Penalty: 2824.021240
	Iteration 3F: 3 clusters Score -754369.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -755003.625000 Penalty: 2824.021240
	Iteration 4F: 3 clusters Score -755003.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -755617.812500 Penalty: 2824.021240
	Iteration 5F: 3 clusters Score -755617.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -756003.687500 Penalty: 2824.021240
	Iteration 6F: 3 clusters Score -756003.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -756249.625000 Penalty: 2824.021240
	Iteration 7Q: 3 clusters Score -756249.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756423.750000 Penalty: 2824.021240
	Iteration 8Q: 3 clusters Score -756423.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -756544.500000 Penalty: 2824.021240
	Iteration 9Q: 3 clusters Score -756544.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -756620.000000 Penalty: 2824.021240
	Iteration 10Q: 3 clusters Score -756620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -756669.437500 Penalty: 2824.021240
	Iteration 11Q: 3 clusters Score -756669.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -756705.437500 Penalty: 2824.021240
	Iteration 12Q: 3 clusters Score -756705.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -756735.125000 Penalty: 2824.021240
	Iteration 13Q: 3 clusters Score -756735.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -756761.875000 Penalty: 2824.021240
	Iteration 14Q: 3 clusters Score -756761.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -756781.062500 Penalty: 2824.021240
	Iteration 15Q: 3 clusters Score -756781.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -756789.625000 Penalty: 2824.021240
	Iteration 16Q: 3 clusters Score -756789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -756794.125000 Penalty: 2824.021240
	Iteration 17Q: 3 clusters Score -756794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -756798.812500 Penalty: 2824.021240
	Iteration 18Q: 3 clusters Score -756798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -756799.062500 Penalty: 2824.021240
	Iteration 19Q: 3 clusters Score -756799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -756797.000000 Penalty: 2824.021240
	Iteration 20F: 3 clusters Score -756797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -756798.500000 Penalty: 2824.021240
	Iteration 21Q: 3 clusters Score -756798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -756798.500000 Penalty: 2824.021240
	Iteration 22F: 3 clusters Score -756798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 4723 members 
Entering Unmasked Estep 
Score: -85970984.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85971528.000000 to -85970984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -647731.687500 Penalty: 1383.425171
	Iteration 0F: 2 clusters Score -647731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -643773.500000 Penalty: 2766.850342
	Iteration 0F: 3 clusters Score -643773.5 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -644893.687500 Penalty: 2766.850342
	Iteration 1F: 3 clusters Score -644893.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -645103.500000 Penalty: 2766.850342
	Iteration 2F: 3 clusters Score -645103.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -645253.937500 Penalty: 2766.850342
	Iteration 3F: 3 clusters Score -645253.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -645410.687500 Penalty: 2766.850342
	Iteration 4Q: 3 clusters Score -645410.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -645580.875000 Penalty: 2766.850342
	Iteration 5F: 3 clusters Score -645580.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -645732.875000 Penalty: 2766.850342
	Iteration 6Q: 3 clusters Score -645732.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -645876.625000 Penalty: 2766.850342
	Iteration 7Q: 3 clusters Score -645876.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -645992.687500 Penalty: 2766.850342
	Iteration 8Q: 3 clusters Score -645992.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -646105.250000 Penalty: 2766.850342
	Iteration 9Q: 3 clusters Score -646105.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -646192.812500 Penalty: 2766.850342
	Iteration 10Q: 3 clusters Score -646192.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -646263.250000 Penalty: 2766.850342
	Iteration 11Q: 3 clusters Score -646263.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -646318.062500 Penalty: 2766.850342
	Iteration 12Q: 3 clusters Score -646318.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -646351.750000 Penalty: 2766.850342
	Iteration 13Q: 3 clusters Score -646351.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -646378.875000 Penalty: 2766.850342
	Iteration 14Q: 3 clusters Score -646378.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -646397.312500 Penalty: 2766.850342
	Iteration 15Q: 3 clusters Score -646397.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -646407.375000 Penalty: 2766.850342
	Iteration 16Q: 3 clusters Score -646407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -646414.812500 Penalty: 2766.850342
	Iteration 17Q: 3 clusters Score -646414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -646424.250000 Penalty: 2766.850342
	Iteration 18Q: 3 clusters Score -646424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -646428.187500 Penalty: 2766.850342
	Iteration 19Q: 3 clusters Score -646428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -646435.812500 Penalty: 2766.850342
	Iteration 20F: 3 clusters Score -646435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -646441.562500 Penalty: 2766.850342
	Iteration 21Q: 3 clusters Score -646441.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -646447.500000 Penalty: 2766.850342
	Iteration 22Q: 3 clusters Score -646447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -646453.312500 Penalty: 2766.850342
	Iteration 23Q: 3 clusters Score -646453.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -646458.812500 Penalty: 2766.850342
	Iteration 24Q: 3 clusters Score -646458.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -646461.875000 Penalty: 2766.850342
	Iteration 25Q: 3 clusters Score -646461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -646466.250000 Penalty: 2766.850342
	Iteration 26Q: 3 clusters Score -646466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -646467.875000 Penalty: 2766.850342
	Iteration 27Q: 3 clusters Score -646467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -646470.937500 Penalty: 2766.850342
	Iteration 28Q: 3 clusters Score -646470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -646474.000000 Penalty: 2766.850342
	Iteration 29Q: 3 clusters Score -646474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -646476.187500 Penalty: 2766.850342
	Iteration 30Q: 3 clusters Score -646476.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -646480.687500 Penalty: 2766.850342
	Iteration 31Q: 3 clusters Score -646480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -646485.187500 Penalty: 2766.850342
	Iteration 32Q: 3 clusters Score -646485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -646490.375000 Penalty: 2766.850342
	Iteration 33Q: 3 clusters Score -646490.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -646496.187500 Penalty: 2766.850342
	Iteration 34Q: 3 clusters Score -646496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -646500.500000 Penalty: 2766.850342
	Iteration 35Q: 3 clusters Score -646500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -646504.187500 Penalty: 2766.850342
	Iteration 36Q: 3 clusters Score -646504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -646507.312500 Penalty: 2766.850342
	Iteration 37Q: 3 clusters Score -646507.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -646508.250000 Penalty: 2766.850342
	Iteration 38Q: 3 clusters Score -646508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -646510.125000 Penalty: 2766.850342
	Iteration 39Q: 3 clusters Score -646510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -646513.250000 Penalty: 2766.850342
	Iteration 40F: 3 clusters Score -646513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -646514.937500 Penalty: 2766.850342
	Iteration 41Q: 3 clusters Score -646514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -646518.062500 Penalty: 2766.850342
	Iteration 42Q: 3 clusters Score -646518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -646516.750000 Penalty: 2766.850342
	Iteration 43Q: 3 clusters Score -646516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -646516.750000 Penalty: 2766.850342
	Iteration 44F: 3 clusters Score -646516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17668.220703 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17668.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17933.724609 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17933.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18057.615234 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -18057.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18113.685547 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -18113.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18155.808594 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -18155.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18202.300781 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18253.550781 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18253.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18288.458984 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -18288.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18304.906250 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -18304.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18369.097656 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -18369.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18438.078125 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -18438.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18495.335938 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -18495.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18508.427734 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -18508.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18509.525391 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -18509.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18518.142578 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -18518.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18569.964844 Penalty: 1858.033936
	Iteration 15Q: 3 clusters Score -18569.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18615.105469 Penalty: 1858.033936
	Iteration 16Q: 3 clusters Score -18615.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18622.496094 Penalty: 1858.033936
	Iteration 17Q: 3 clusters Score -18622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18622.496094 Penalty: 1858.033936
	Iteration 18F: 3 clusters Score -18622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 191 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 113 members 
Entering Unmasked Estep 
Score: -85970528.000000 Penalty: 102362.921875
Splitting cluster 11 changes total score from -85971528.000000 to -85970528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -726168.875000 Penalty: 1398.642944
	Iteration 0F: 2 clusters Score -726168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -721842.562500 Penalty: 2797.285889
	Iteration 0F: 3 clusters Score -721842.6 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -723047.625000 Penalty: 2797.285889
	Iteration 1F: 3 clusters Score -723047.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -723253.375000 Penalty: 2797.285889
	Iteration 2F: 3 clusters Score -723253.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -723418.187500 Penalty: 2797.285889
	Iteration 3F: 3 clusters Score -723418.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -723561.312500 Penalty: 2797.285889
	Iteration 4Q: 3 clusters Score -723561.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -723697.687500 Penalty: 2797.285889
	Iteration 5Q: 3 clusters Score -723697.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -723832.125000 Penalty: 2797.285889
	Iteration 6Q: 3 clusters Score -723832.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -723954.125000 Penalty: 2797.285889
	Iteration 7Q: 3 clusters Score -723954.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -724085.875000 Penalty: 2797.285889
	Iteration 8Q: 3 clusters Score -724085.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -724218.812500 Penalty: 2797.285889
	Iteration 9Q: 3 clusters Score -724218.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -724355.875000 Penalty: 2797.285889
	Iteration 10Q: 3 clusters Score -724355.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -724495.187500 Penalty: 2797.285889
	Iteration 11Q: 3 clusters Score -724495.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -724598.250000 Penalty: 2797.285889
	Iteration 12Q: 3 clusters Score -724598.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -724676.562500 Penalty: 2797.285889
	Iteration 13Q: 3 clusters Score -724676.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -724743.312500 Penalty: 2797.285889
	Iteration 14Q: 3 clusters Score -724743.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -724786.750000 Penalty: 2797.285889
	Iteration 15Q: 3 clusters Score -724786.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -724823.812500 Penalty: 2797.285889
	Iteration 16Q: 3 clusters Score -724823.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -724854.125000 Penalty: 2797.285889
	Iteration 17Q: 3 clusters Score -724854.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -724882.812500 Penalty: 2797.285889
	Iteration 18Q: 3 clusters Score -724882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -724905.187500 Penalty: 2797.285889
	Iteration 19Q: 3 clusters Score -724905.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -724919.250000 Penalty: 2797.285889
	Iteration 20F: 3 clusters Score -724919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -724923.875000 Penalty: 2797.285889
	Iteration 21Q: 3 clusters Score -724923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -724927.562500 Penalty: 2797.285889
	Iteration 22Q: 3 clusters Score -724927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -724927.562500 Penalty: 2797.285889
	Iteration 23F: 3 clusters Score -724927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50475.066406 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50475.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50655.984375 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50655.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50713.203125 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50713.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50768.601562 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -50768.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50830.160156 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -50830.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50874.066406 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -50874.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50892.695312 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -50892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50913.347656 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -50913.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50935.859375 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -50935.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50948.914062 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -50948.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50950.679688 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -50950.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50953.324219 Penalty: 1921.888550
	Iteration 11Q: 3 clusters Score -50953.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50955.566406 Penalty: 1921.888550
	Iteration 12Q: 3 clusters Score -50955.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50955.566406 Penalty: 1921.888550
	Iteration 13F: 3 clusters Score -50955.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54809.257812 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54809.26 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55144.765625 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55144.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55413.015625 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55413.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55671.855469 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55671.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55908.964844 Penalty: 2062.901611
	Iteration 4F: 3 clusters Score -55908.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56054.847656 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -56054.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56148.144531 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -56148.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56195.976562 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -56195.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56209.390625 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -56209.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56217.621094 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -56217.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56219.699219 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -56219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56224.109375 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -56224.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56224.109375 Penalty: 2062.901611
	Iteration 12F: 3 clusters Score -56224.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 288 members 
Entering Unmasked Estep 
Score: -85970824.000000 Penalty: 102362.921875
Splitting cluster 14 changes total score from -85971528.000000 to -85970824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -2415129.250000 Penalty: 1597.392944
	Iteration 0F: 2 clusters Score -2415129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2402353.250000 Penalty: 3194.785889
	Iteration 0F: 3 clusters Score -2402353 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2406959.250000 Penalty: 3194.785889
	Iteration 1F: 3 clusters Score -2406959 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2407276.750000 Penalty: 3194.785889
	Iteration 2Q: 3 clusters Score -2407277 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2407583.250000 Penalty: 3194.785889
	Iteration 3Q: 3 clusters Score -2407583 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2407910.250000 Penalty: 3194.785889
	Iteration 4Q: 3 clusters Score -2407910 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2408227.500000 Penalty: 3194.785889
	Iteration 5Q: 3 clusters Score -2408228 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2408568.500000 Penalty: 3194.785889
	Iteration 6Q: 3 clusters Score -2408568 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2408923.750000 Penalty: 3194.785889
	Iteration 7Q: 3 clusters Score -2408924 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2409246.750000 Penalty: 3194.785889
	Iteration 8Q: 3 clusters Score -2409247 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2409535.500000 Penalty: 3194.785889
	Iteration 9Q: 3 clusters Score -2409536 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2409788.250000 Penalty: 3194.785889
	Iteration 10Q: 3 clusters Score -2409788 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2410023.750000 Penalty: 3194.785889
	Iteration 11Q: 3 clusters Score -2410024 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2410231.250000 Penalty: 3194.785889
	Iteration 12Q: 3 clusters Score -2410231 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2410428.000000 Penalty: 3194.785889
	Iteration 13Q: 3 clusters Score -2410428 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2410596.250000 Penalty: 3194.785889
	Iteration 14Q: 3 clusters Score -2410596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2410715.250000 Penalty: 3194.785889
	Iteration 15Q: 3 clusters Score -2410715 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2410807.750000 Penalty: 3194.785889
	Iteration 16Q: 3 clusters Score -2410808 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2410871.750000 Penalty: 3194.785889
	Iteration 17Q: 3 clusters Score -2410872 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2410928.500000 Penalty: 3194.785889
	Iteration 18Q: 3 clusters Score -2410928 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2410972.250000 Penalty: 3194.785889
	Iteration 19Q: 3 clusters Score -2410972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2411000.500000 Penalty: 3194.785889
	Iteration 20F: 3 clusters Score -2411000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2411031.250000 Penalty: 3194.785889
	Iteration 21Q: 3 clusters Score -2411031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2411055.500000 Penalty: 3194.785889
	Iteration 22Q: 3 clusters Score -2411056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2411076.000000 Penalty: 3194.785889
	Iteration 23Q: 3 clusters Score -2411076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2411084.250000 Penalty: 3194.785889
	Iteration 24Q: 3 clusters Score -2411084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2411098.000000 Penalty: 3194.785889
	Iteration 25Q: 3 clusters Score -2411098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2411101.500000 Penalty: 3194.785889
	Iteration 26Q: 3 clusters Score -2411102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2411100.000000 Penalty: 3194.785889
	Iteration 27Q: 3 clusters Score -2411100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2411096.750000 Penalty: 3194.785889
	Iteration 28Q: 3 clusters Score -2411097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2411110.750000 Penalty: 3194.785889
	Iteration 29Q: 3 clusters Score -2411111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2411117.750000 Penalty: 3194.785889
	Iteration 30Q: 3 clusters Score -2411118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2411114.750000 Penalty: 3194.785889
	Iteration 31Q: 3 clusters Score -2411115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2411112.250000 Penalty: 3194.785889
	Iteration 32Q: 3 clusters Score -2411112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2411118.750000 Penalty: 3194.785889
	Iteration 33Q: 3 clusters Score -2411119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2411126.750000 Penalty: 3194.785889
	Iteration 34Q: 3 clusters Score -2411127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2411125.000000 Penalty: 3194.785889
	Iteration 35Q: 3 clusters Score -2411125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2411127.750000 Penalty: 3194.785889
	Iteration 36Q: 3 clusters Score -2411128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2411137.000000 Penalty: 3194.785889
	Iteration 37Q: 3 clusters Score -2411137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2411150.500000 Penalty: 3194.785889
	Iteration 38Q: 3 clusters Score -2411150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2411156.250000 Penalty: 3194.785889
	Iteration 39Q: 3 clusters Score -2411156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2411167.500000 Penalty: 3194.785889
	Iteration 40F: 3 clusters Score -2411168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2411166.750000 Penalty: 3194.785889
	Iteration 41Q: 3 clusters Score -2411167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2411174.000000 Penalty: 3194.785889
	Iteration 42Q: 3 clusters Score -2411174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2411178.750000 Penalty: 3194.785889
	Iteration 43Q: 3 clusters Score -2411179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2411191.250000 Penalty: 3194.785889
	Iteration 44Q: 3 clusters Score -2411191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2411200.250000 Penalty: 3194.785889
	Iteration 45Q: 3 clusters Score -2411200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2411215.000000 Penalty: 3194.785889
	Iteration 46Q: 3 clusters Score -2411215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2411232.000000 Penalty: 3194.785889
	Iteration 47Q: 3 clusters Score -2411232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2411241.250000 Penalty: 3194.785889
	Iteration 48Q: 3 clusters Score -2411241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2411249.250000 Penalty: 3194.785889
	Iteration 49Q: 3 clusters Score -2411249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2411265.750000 Penalty: 3194.785889
	Iteration 50Q: 3 clusters Score -2411266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2411281.000000 Penalty: 3194.785889
	Iteration 51Q: 3 clusters Score -2411281 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2411289.250000 Penalty: 3194.785889
	Iteration 52Q: 3 clusters Score -2411289 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2411314.750000 Penalty: 3194.785889
	Iteration 53Q: 3 clusters Score -2411315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2411329.250000 Penalty: 3194.785889
	Iteration 54Q: 3 clusters Score -2411329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2411362.250000 Penalty: 3194.785889
	Iteration 55Q: 3 clusters Score -2411362 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2411400.750000 Penalty: 3194.785889
	Iteration 56Q: 3 clusters Score -2411401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2411427.250000 Penalty: 3194.785889
	Iteration 57Q: 3 clusters Score -2411427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2411459.500000 Penalty: 3194.785889
	Iteration 58Q: 3 clusters Score -2411460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2411492.000000 Penalty: 3194.785889
	Iteration 59Q: 3 clusters Score -2411492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2411525.750000 Penalty: 3194.785889
	Iteration 60F: 3 clusters Score -2411526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2411559.500000 Penalty: 3194.785889
	Iteration 61Q: 3 clusters Score -2411560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2411600.250000 Penalty: 3194.785889
	Iteration 62Q: 3 clusters Score -2411600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2411637.250000 Penalty: 3194.785889
	Iteration 63Q: 3 clusters Score -2411637 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2411689.500000 Penalty: 3194.785889
	Iteration 64Q: 3 clusters Score -2411690 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2411741.500000 Penalty: 3194.785889
	Iteration 65Q: 3 clusters Score -2411742 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2411798.500000 Penalty: 3194.785889
	Iteration 66Q: 3 clusters Score -2411798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2411872.000000 Penalty: 3194.785889
	Iteration 67Q: 3 clusters Score -2411872 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2411931.500000 Penalty: 3194.785889
	Iteration 68Q: 3 clusters Score -2411932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2411998.250000 Penalty: 3194.785889
	Iteration 69Q: 3 clusters Score -2411998 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2412072.750000 Penalty: 3194.785889
	Iteration 70Q: 3 clusters Score -2412073 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2412145.250000 Penalty: 3194.785889
	Iteration 71Q: 3 clusters Score -2412145 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2412246.000000 Penalty: 3194.785889
	Iteration 72Q: 3 clusters Score -2412246 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2412327.250000 Penalty: 3194.785889
	Iteration 73Q: 3 clusters Score -2412327 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2412444.000000 Penalty: 3194.785889
	Iteration 74Q: 3 clusters Score -2412444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2412549.500000 Penalty: 3194.785889
	Iteration 75Q: 3 clusters Score -2412550 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2412659.000000 Penalty: 3194.785889
	Iteration 76Q: 3 clusters Score -2412659 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2412781.750000 Penalty: 3194.785889
	Iteration 77Q: 3 clusters Score -2412782 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2412903.000000 Penalty: 3194.785889
	Iteration 78Q: 3 clusters Score -2412903 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2413015.000000 Penalty: 3194.785889
	Iteration 79Q: 3 clusters Score -2413015 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2413116.750000 Penalty: 3194.785889
	Iteration 80F: 3 clusters Score -2413117 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2413227.750000 Penalty: 3194.785889
	Iteration 81Q: 3 clusters Score -2413228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2413345.750000 Penalty: 3194.785889
	Iteration 82Q: 3 clusters Score -2413346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2413447.250000 Penalty: 3194.785889
	Iteration 83Q: 3 clusters Score -2413447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2413530.750000 Penalty: 3194.785889
	Iteration 84Q: 3 clusters Score -2413531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2413599.000000 Penalty: 3194.785889
	Iteration 85Q: 3 clusters Score -2413599 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2413637.500000 Penalty: 3194.785889
	Iteration 86Q: 3 clusters Score -2413638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2413681.000000 Penalty: 3194.785889
	Iteration 87Q: 3 clusters Score -2413681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2413713.750000 Penalty: 3194.785889
	Iteration 88Q: 3 clusters Score -2413714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2413746.000000 Penalty: 3194.785889
	Iteration 89Q: 3 clusters Score -2413746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2413760.000000 Penalty: 3194.785889
	Iteration 90Q: 3 clusters Score -2413760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2413771.750000 Penalty: 3194.785889
	Iteration 91Q: 3 clusters Score -2413772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2413784.250000 Penalty: 3194.785889
	Iteration 92Q: 3 clusters Score -2413784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2413796.250000 Penalty: 3194.785889
	Iteration 93Q: 3 clusters Score -2413796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2413805.750000 Penalty: 3194.785889
	Iteration 94Q: 3 clusters Score -2413806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2413807.000000 Penalty: 3194.785889
	Iteration 95Q: 3 clusters Score -2413807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2413814.500000 Penalty: 3194.785889
	Iteration 96Q: 3 clusters Score -2413814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2413823.250000 Penalty: 3194.785889
	Iteration 97Q: 3 clusters Score -2413823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2413830.500000 Penalty: 3194.785889
	Iteration 98Q: 3 clusters Score -2413830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2413836.000000 Penalty: 3194.785889
	Iteration 99Q: 3 clusters Score -2413836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2413838.750000 Penalty: 3194.785889
	Iteration 100F: 3 clusters Score -2413839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2413839.000000 Penalty: 3194.785889
	Iteration 101Q: 3 clusters Score -2413839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2413838.000000 Penalty: 3194.785889
	Iteration 102Q: 3 clusters Score -2413838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2413842.500000 Penalty: 3194.785889
	Iteration 103Q: 3 clusters Score -2413842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2413848.000000 Penalty: 3194.785889
	Iteration 104Q: 3 clusters Score -2413848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2413851.250000 Penalty: 3194.785889
	Iteration 105Q: 3 clusters Score -2413851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2413854.500000 Penalty: 3194.785889
	Iteration 106Q: 3 clusters Score -2413854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2413857.000000 Penalty: 3194.785889
	Iteration 107Q: 3 clusters Score -2413857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2413859.000000 Penalty: 3194.785889
	Iteration 108Q: 3 clusters Score -2413859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2413855.500000 Penalty: 3194.785889
	Iteration 109Q: 3 clusters Score -2413856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2413858.500000 Penalty: 3194.785889
	Iteration 110Q: 3 clusters Score -2413858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2413861.500000 Penalty: 3194.785889
	Iteration 111Q: 3 clusters Score -2413862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2413862.000000 Penalty: 3194.785889
	Iteration 112Q: 3 clusters Score -2413862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2413865.250000 Penalty: 3194.785889
	Iteration 113Q: 3 clusters Score -2413865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2413864.500000 Penalty: 3194.785889
	Iteration 114Q: 3 clusters Score -2413864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2413865.000000 Penalty: 3194.785889
	Iteration 115Q: 3 clusters Score -2413865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2413863.000000 Penalty: 3194.785889
	Iteration 116Q: 3 clusters Score -2413863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2413865.500000 Penalty: 3194.785889
	Iteration 117Q: 3 clusters Score -2413866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2413869.000000 Penalty: 3194.785889
	Iteration 118Q: 3 clusters Score -2413869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2413867.000000 Penalty: 3194.785889
	Iteration 119Q: 3 clusters Score -2413867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2413869.250000 Penalty: 3194.785889
	Iteration 120F: 3 clusters Score -2413869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2413868.250000 Penalty: 3194.785889
	Iteration 121Q: 3 clusters Score -2413868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2413867.750000 Penalty: 3194.785889
	Iteration 122Q: 3 clusters Score -2413868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2413868.250000 Penalty: 3194.785889
	Iteration 123Q: 3 clusters Score -2413868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2413866.250000 Penalty: 3194.785889
	Iteration 124Q: 3 clusters Score -2413866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2413866.500000 Penalty: 3194.785889
	Iteration 125Q: 3 clusters Score -2413866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2413869.500000 Penalty: 3194.785889
	Iteration 126Q: 3 clusters Score -2413870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2413866.250000 Penalty: 3194.785889
	Iteration 127Q: 3 clusters Score -2413866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2413866.250000 Penalty: 3194.785889
	Iteration 128F: 3 clusters Score -2413866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -34421.500000 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -34421.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33565.066406 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -33565.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33701.066406 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -33701.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33734.593750 Penalty: 1855.888672
	Iteration 2Q: 3 clusters Score -33734.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33751.472656 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -33751.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33765.937500 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -33765.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33774.503906 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -33774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33781.007812 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -33781.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33786.660156 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -33786.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33792.210938 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -33792.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33803.664062 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -33803.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33815.949219 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -33815.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33818.566406 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -33818.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33845.734375 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -33845.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33859.945312 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -33859.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33866.855469 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -33866.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33872.281250 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -33872.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33878.132812 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -33878.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33886.656250 Penalty: 1855.888672
	Iteration 17Q: 3 clusters Score -33886.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33886.656250 Penalty: 1855.888672
	Iteration 18F: 3 clusters Score -33886.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -221904.578125 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221904.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -222306.531250 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222306.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222538.734375 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222538.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -222768.515625 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222768.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222966.890625 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -222966.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223151.625000 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -223151.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -223292.703125 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223292.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223378.875000 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -223378.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223432.000000 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223470.484375 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223501.078125 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223501.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223528.703125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223543.906250 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223548.609375 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223552.359375 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223552.984375 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223553.906250 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223553.906250 Penalty: 2356.456543
	Iteration 17F: 3 clusters Score -223553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -955534.625000 Penalty: 1448.626709
	Iteration 0F: 2 clusters Score -955534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -949979.500000 Penalty: 2897.253418
	Iteration 0F: 3 clusters Score -949979.5 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -951584.562500 Penalty: 2897.253418
	Iteration 1F: 3 clusters Score -951584.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -951883.562500 Penalty: 2897.253418
	Iteration 2F: 3 clusters Score -951883.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -952148.375000 Penalty: 2897.253418
	Iteration 3F: 3 clusters Score -952148.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -952365.187500 Penalty: 2897.253418
	Iteration 4F: 3 clusters Score -952365.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -952559.437500 Penalty: 2897.253418
	Iteration 5Q: 3 clusters Score -952559.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -952729.125000 Penalty: 2897.253418
	Iteration 6Q: 3 clusters Score -952729.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -952895.125000 Penalty: 2897.253418
	Iteration 7Q: 3 clusters Score -952895.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -953093.375000 Penalty: 2897.253418
	Iteration 8Q: 3 clusters Score -953093.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -953282.875000 Penalty: 2897.253418
	Iteration 9Q: 3 clusters Score -953282.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -953468.937500 Penalty: 2897.253418
	Iteration 10Q: 3 clusters Score -953468.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -953617.312500 Penalty: 2897.253418
	Iteration 11Q: 3 clusters Score -953617.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -953749.562500 Penalty: 2897.253418
	Iteration 12Q: 3 clusters Score -953749.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -953856.750000 Penalty: 2897.253418
	Iteration 13Q: 3 clusters Score -953856.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -953926.125000 Penalty: 2897.253418
	Iteration 14Q: 3 clusters Score -953926.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -953956.562500 Penalty: 2897.253418
	Iteration 15Q: 3 clusters Score -953956.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -953974.687500 Penalty: 2897.253418
	Iteration 16Q: 3 clusters Score -953974.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -953985.062500 Penalty: 2897.253418
	Iteration 17Q: 3 clusters Score -953985.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -953989.562500 Penalty: 2897.253418
	Iteration 18Q: 3 clusters Score -953989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -953993.375000 Penalty: 2897.253418
	Iteration 19Q: 3 clusters Score -953993.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -953997.437500 Penalty: 2897.253418
	Iteration 20F: 3 clusters Score -953997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -954000.000000 Penalty: 2897.253418
	Iteration 21Q: 3 clusters Score -954000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -954006.500000 Penalty: 2897.253418
	Iteration 22Q: 3 clusters Score -954006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -954008.812500 Penalty: 2897.253418
	Iteration 23Q: 3 clusters Score -954008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -954008.500000 Penalty: 2897.253418
	Iteration 24Q: 3 clusters Score -954008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -954010.937500 Penalty: 2897.253418
	Iteration 25Q: 3 clusters Score -954010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -954010.312500 Penalty: 2897.253418
	Iteration 26Q: 3 clusters Score -954010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -954011.875000 Penalty: 2897.253418
	Iteration 27Q: 3 clusters Score -954011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -954011.312500 Penalty: 2897.253418
	Iteration 28Q: 3 clusters Score -954011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -954014.625000 Penalty: 2897.253418
	Iteration 29Q: 3 clusters Score -954014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -954015.625000 Penalty: 2897.253418
	Iteration 30Q: 3 clusters Score -954015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -954016.625000 Penalty: 2897.253418
	Iteration 31Q: 3 clusters Score -954016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -954017.687500 Penalty: 2897.253418
	Iteration 32Q: 3 clusters Score -954017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -954016.687500 Penalty: 2897.253418
	Iteration 33Q: 3 clusters Score -954016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -954015.437500 Penalty: 2897.253418
	Iteration 34Q: 3 clusters Score -954015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -954017.875000 Penalty: 2897.253418
	Iteration 35Q: 3 clusters Score -954017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -954018.312500 Penalty: 2897.253418
	Iteration 36Q: 3 clusters Score -954018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -954016.812500 Penalty: 2897.253418
	Iteration 37Q: 3 clusters Score -954016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -954018.687500 Penalty: 2897.253418
	Iteration 38Q: 3 clusters Score -954018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -954016.375000 Penalty: 2897.253418
	Iteration 39Q: 3 clusters Score -954016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -954019.062500 Penalty: 2897.253418
	Iteration 40F: 3 clusters Score -954019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5681.838867 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5681.839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5758.109863 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5758.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5778.220215 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -5778.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5792.335938 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -5792.336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5807.486816 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -5807.487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5825.475098 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -5825.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5859.833008 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -5859.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5876.141113 Penalty: 1667.217041
	Iteration 7Q: 3 clusters Score -5876.141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5890.664551 Penalty: 1667.217041
	Iteration 8Q: 3 clusters Score -5890.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5891.941895 Penalty: 1667.217041
	Iteration 9Q: 3 clusters Score -5891.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5893.062012 Penalty: 1667.217041
	Iteration 10F: 3 clusters Score -5893.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5961.871582 Penalty: 1667.217041
	Iteration 11Q: 3 clusters Score -5961.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5971.187988 Penalty: 1667.217041
	Iteration 12Q: 3 clusters Score -5971.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5979.508301 Penalty: 1667.217041
	Iteration 13Q: 3 clusters Score -5979.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5979.508301 Penalty: 1667.217041
	Iteration 14F: 3 clusters Score -5979.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16733.507812 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16733.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16802.845703 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16802.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16812.851562 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16812.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16812.851562 Penalty: 1696.615723
	Iteration 3F: 3 clusters Score -16812.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35169.656250 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35169.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35435.347656 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35435.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35559.832031 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35559.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35634.476562 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -35634.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35649.011719 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35649.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35668.453125 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35668.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35680.566406 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35680.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35692.980469 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35692.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35696.164062 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35696.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35697.062500 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35697.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35704.976562 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -35704.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35704.976562 Penalty: 1930.555664
	Iteration 11F: 3 clusters Score -35704.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29474.882812 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29474.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29601.968750 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29601.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29644.097656 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29667.779297 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29667.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29695.962891 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29695.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29695.962891 Penalty: 1817.070801
	Iteration 5F: 3 clusters Score -29695.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -1144376.000000 Penalty: 1477.926025
	Iteration 0F: 2 clusters Score -1144376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1137901.750000 Penalty: 2955.852051
	Iteration 0F: 3 clusters Score -1137902 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1140109.000000 Penalty: 2955.852051
	Iteration 1F: 3 clusters Score -1140109 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1140501.250000 Penalty: 2955.852051
	Iteration 2F: 3 clusters Score -1140501 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1141016.500000 Penalty: 2955.852051
	Iteration 3F: 3 clusters Score -1141016 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1141659.875000 Penalty: 2955.852051
	Iteration 4F: 3 clusters Score -1141660 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1142404.000000 Penalty: 2955.852051
	Iteration 5F: 3 clusters Score -1142404 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1142879.375000 Penalty: 2955.852051
	Iteration 6F: 3 clusters Score -1142879 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1143136.250000 Penalty: 2955.852051
	Iteration 7Q: 3 clusters Score -1143136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1143256.625000 Penalty: 2955.852051
	Iteration 8Q: 3 clusters Score -1143257 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1143312.000000 Penalty: 2955.852051
	Iteration 9Q: 3 clusters Score -1143312 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1143338.250000 Penalty: 2955.852051
	Iteration 10Q: 3 clusters Score -1143338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1143351.250000 Penalty: 2955.852051
	Iteration 11Q: 3 clusters Score -1143351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1143360.875000 Penalty: 2955.852051
	Iteration 12Q: 3 clusters Score -1143361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1143368.125000 Penalty: 2955.852051
	Iteration 13Q: 3 clusters Score -1143368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1143379.625000 Penalty: 2955.852051
	Iteration 14Q: 3 clusters Score -1143380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1143386.625000 Penalty: 2955.852051
	Iteration 15Q: 3 clusters Score -1143387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1143390.750000 Penalty: 2955.852051
	Iteration 16Q: 3 clusters Score -1143391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1143396.000000 Penalty: 2955.852051
	Iteration 17Q: 3 clusters Score -1143396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1143397.875000 Penalty: 2955.852051
	Iteration 18Q: 3 clusters Score -1143398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1143400.375000 Penalty: 2955.852051
	Iteration 19Q: 3 clusters Score -1143400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1143402.625000 Penalty: 2955.852051
	Iteration 20F: 3 clusters Score -1143403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1143404.375000 Penalty: 2955.852051
	Iteration 21Q: 3 clusters Score -1143404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1143404.625000 Penalty: 2955.852051
	Iteration 22Q: 3 clusters Score -1143405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1143405.875000 Penalty: 2955.852051
	Iteration 23Q: 3 clusters Score -1143406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1143405.750000 Penalty: 2955.852051
	Iteration 24Q: 3 clusters Score -1143406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1143405.750000 Penalty: 2955.852051
	Iteration 25Q: 3 clusters Score -1143406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1143408.500000 Penalty: 2955.852051
	Iteration 26Q: 3 clusters Score -1143408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1143411.000000 Penalty: 2955.852051
	Iteration 27Q: 3 clusters Score -1143411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1143412.500000 Penalty: 2955.852051
	Iteration 28Q: 3 clusters Score -1143412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1143413.625000 Penalty: 2955.852051
	Iteration 29Q: 3 clusters Score -1143414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1143412.625000 Penalty: 2955.852051
	Iteration 30Q: 3 clusters Score -1143413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1143412.875000 Penalty: 2955.852051
	Iteration 31Q: 3 clusters Score -1143413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1143412.875000 Penalty: 2955.852051
	Iteration 32F: 3 clusters Score -1143413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32708.015625 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32708.02 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33004.464844 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -33004.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33125.945312 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33125.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33204.718750 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -33204.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33288.199219 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33288.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33348.796875 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33348.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33377.464844 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33377.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33407.855469 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33407.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33419.500000 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33421.988281 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33421.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33422.496094 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33422.496094 Penalty: 1983.331543
	Iteration 11F: 3 clusters Score -33422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Entering Unmasked Estep 
Score: -6609419.000000 Penalty: 1757.235962
	Iteration 0F: 2 clusters Score -6609419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6576628.500000 Penalty: 3514.471924
	Iteration 0F: 3 clusters Score -6576628 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6589867.500000 Penalty: 3514.471924
	Iteration 1F: 3 clusters Score -6589868 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -6590589.000000 Penalty: 3514.471924
	Iteration 2Q: 3 clusters Score -6590589 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -6591376.000000 Penalty: 3514.471924
	Iteration 3Q: 3 clusters Score -6591376 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -6592560.500000 Penalty: 3514.471924
	Iteration 4F: 3 clusters Score -6592560 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6594357.000000 Penalty: 3514.471924
	Iteration 5F: 3 clusters Score -6594357 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -6596548.000000 Penalty: 3514.471924
	Iteration 6F: 3 clusters Score -6596548 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -6599215.500000 Penalty: 3514.471924
	Iteration 7F: 3 clusters Score -6599216 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -6602043.500000 Penalty: 3514.471924
	Iteration 8F: 3 clusters Score -6602044 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -6604369.000000 Penalty: 3514.471924
	Iteration 9Q: 3 clusters Score -6604369 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -6605570.500000 Penalty: 3514.471924
	Iteration 10Q: 3 clusters Score -6605570 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -6606096.000000 Penalty: 3514.471924
	Iteration 11Q: 3 clusters Score -6606096 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -6606451.000000 Penalty: 3514.471924
	Iteration 12Q: 3 clusters Score -6606451 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6606644.500000 Penalty: 3514.471924
	Iteration 13Q: 3 clusters Score -6606644 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -6606827.000000 Penalty: 3514.471924
	Iteration 14Q: 3 clusters Score -6606827 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -6607021.000000 Penalty: 3514.471924
	Iteration 15Q: 3 clusters Score -6607021 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -6607155.000000 Penalty: 3514.471924
	Iteration 16Q: 3 clusters Score -6607155 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -6607274.500000 Penalty: 3514.471924
	Iteration 17Q: 3 clusters Score -6607274 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6607376.000000 Penalty: 3514.471924
	Iteration 18Q: 3 clusters Score -6607376 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -6607453.000000 Penalty: 3514.471924
	Iteration 19Q: 3 clusters Score -6607453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6607559.000000 Penalty: 3514.471924
	Iteration 20F: 3 clusters Score -6607559 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6607625.500000 Penalty: 3514.471924
	Iteration 21Q: 3 clusters Score -6607626 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -6607680.000000 Penalty: 3514.471924
	Iteration 22Q: 3 clusters Score -6607680 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -6607720.000000 Penalty: 3514.471924
	Iteration 23Q: 3 clusters Score -6607720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6607756.500000 Penalty: 3514.471924
	Iteration 24Q: 3 clusters Score -6607756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -6607833.000000 Penalty: 3514.471924
	Iteration 25Q: 3 clusters Score -6607833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -6607877.000000 Penalty: 3514.471924
	Iteration 26Q: 3 clusters Score -6607877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6607914.500000 Penalty: 3514.471924
	Iteration 27Q: 3 clusters Score -6607914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6607924.500000 Penalty: 3514.471924
	Iteration 28Q: 3 clusters Score -6607924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -6607939.500000 Penalty: 3514.471924
	Iteration 29Q: 3 clusters Score -6607940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6607973.500000 Penalty: 3514.471924
	Iteration 30Q: 3 clusters Score -6607974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6607990.000000 Penalty: 3514.471924
	Iteration 31Q: 3 clusters Score -6607990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6608018.500000 Penalty: 3514.471924
	Iteration 32Q: 3 clusters Score -6608018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6608036.000000 Penalty: 3514.471924
	Iteration 33Q: 3 clusters Score -6608036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6608035.000000 Penalty: 3514.471924
	Iteration 34Q: 3 clusters Score -6608035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6608050.500000 Penalty: 3514.471924
	Iteration 35Q: 3 clusters Score -6608050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6608082.000000 Penalty: 3514.471924
	Iteration 36Q: 3 clusters Score -6608082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -6608107.500000 Penalty: 3514.471924
	Iteration 37Q: 3 clusters Score -6608108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -6608110.000000 Penalty: 3514.471924
	Iteration 38Q: 3 clusters Score -6608110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -6608126.500000 Penalty: 3514.471924
	Iteration 39Q: 3 clusters Score -6608126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -6608139.000000 Penalty: 3514.471924
	Iteration 40F: 3 clusters Score -6608139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -6608143.500000 Penalty: 3514.471924
	Iteration 41Q: 3 clusters Score -6608144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6608134.000000 Penalty: 3514.471924
	Iteration 42Q: 3 clusters Score -6608134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -6608140.500000 Penalty: 3514.471924
	Iteration 43Q: 3 clusters Score -6608140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6608138.500000 Penalty: 3514.471924
	Iteration 44Q: 3 clusters Score -6608138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6608152.500000 Penalty: 3514.471924
	Iteration 45Q: 3 clusters Score -6608152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6608150.500000 Penalty: 3514.471924
	Iteration 46Q: 3 clusters Score -6608150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6608154.000000 Penalty: 3514.471924
	Iteration 47Q: 3 clusters Score -6608154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6608163.500000 Penalty: 3514.471924
	Iteration 48Q: 3 clusters Score -6608164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6608167.500000 Penalty: 3514.471924
	Iteration 49Q: 3 clusters Score -6608168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -6608174.000000 Penalty: 3514.471924
	Iteration 50Q: 3 clusters Score -6608174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -6608174.500000 Penalty: 3514.471924
	Iteration 51Q: 3 clusters Score -6608174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -6608175.000000 Penalty: 3514.471924
	Iteration 52Q: 3 clusters Score -6608175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -6608166.000000 Penalty: 3514.471924
	Iteration 53Q: 3 clusters Score -6608166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6608171.500000 Penalty: 3514.471924
	Iteration 54Q: 3 clusters Score -6608172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -6608179.500000 Penalty: 3514.471924
	Iteration 55Q: 3 clusters Score -6608180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6608173.000000 Penalty: 3514.471924
	Iteration 56Q: 3 clusters Score -6608173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6608189.500000 Penalty: 3514.471924
	Iteration 57Q: 3 clusters Score -6608190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6608184.500000 Penalty: 3514.471924
	Iteration 58Q: 3 clusters Score -6608184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6608181.500000 Penalty: 3514.471924
	Iteration 59Q: 3 clusters Score -6608182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -6608179.500000 Penalty: 3514.471924
	Iteration 60F: 3 clusters Score -6608180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6608189.500000 Penalty: 3514.471924
	Iteration 61Q: 3 clusters Score -6608190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6608189.500000 Penalty: 3514.471924
	Iteration 62F: 3 clusters Score -6608190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -112824.820312 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -112824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111476.570312 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -111476.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111817.171875 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -111817.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111933.453125 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -111933.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112043.460938 Penalty: 2230.056152
	Iteration 3F: 3 clusters Score -112043.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112140.250000 Penalty: 2230.056152
	Iteration 4F: 3 clusters Score -112140.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112215.625000 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -112215.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112274.125000 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -112274.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112330.820312 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -112330.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112359.429688 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -112359.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112369.710938 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -112369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112378.867188 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -112378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112383.437500 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -112383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112388.742188 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -112388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112398.281250 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -112398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112402.062500 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -112402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112403.898438 Penalty: 2230.056152
	Iteration 15Q: 3 clusters Score -112403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112405.281250 Penalty: 2230.056152
	Iteration 16Q: 3 clusters Score -112405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112405.281250 Penalty: 2230.056152
	Iteration 17F: 3 clusters Score -112405.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -72764.632812 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -72764.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71629.968750 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -71629.97 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71862.539062 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -71862.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71941.562500 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -71941.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71998.445312 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -71998.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72050.234375 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -72050.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72105.382812 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -72105.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72133.187500 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -72133.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72155.984375 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -72155.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72169.671875 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -72169.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72182.992188 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -72182.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72188.593750 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -72188.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72193.117188 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -72193.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72195.929688 Penalty: 2099.468994
	Iteration 12Q: 3 clusters Score -72195.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72201.960938 Penalty: 2099.468994
	Iteration 13Q: 3 clusters Score -72201.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72206.242188 Penalty: 2099.468994
	Iteration 14Q: 3 clusters Score -72206.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72208.195312 Penalty: 2099.468994
	Iteration 15Q: 3 clusters Score -72208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72209.195312 Penalty: 2099.468994
	Iteration 16Q: 3 clusters Score -72209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72209.804688 Penalty: 2099.468994
	Iteration 17Q: 3 clusters Score -72209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72209.804688 Penalty: 2099.468994
	Iteration 18F: 3 clusters Score -72209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -1165275.625000 Penalty: 1480.889893
	Iteration 0F: 2 clusters Score -1165276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1158753.875000 Penalty: 2961.779785
	Iteration 0F: 3 clusters Score -1158754 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1160829.500000 Penalty: 2961.779785
	Iteration 1F: 3 clusters Score -1160830 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1161077.625000 Penalty: 2961.779785
	Iteration 2F: 3 clusters Score -1161078 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1161288.625000 Penalty: 2961.779785
	Iteration 3Q: 3 clusters Score -1161289 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1161514.125000 Penalty: 2961.779785
	Iteration 4Q: 3 clusters Score -1161514 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1161735.375000 Penalty: 2961.779785
	Iteration 5Q: 3 clusters Score -1161735 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1162021.500000 Penalty: 2961.779785
	Iteration 6Q: 3 clusters Score -1162022 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1162328.375000 Penalty: 2961.779785
	Iteration 7Q: 3 clusters Score -1162328 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1162651.000000 Penalty: 2961.779785
	Iteration 8Q: 3 clusters Score -1162651 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1162980.750000 Penalty: 2961.779785
	Iteration 9Q: 3 clusters Score -1162981 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1163260.375000 Penalty: 2961.779785
	Iteration 10Q: 3 clusters Score -1163260 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1163488.125000 Penalty: 2961.779785
	Iteration 11Q: 3 clusters Score -1163488 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1163673.750000 Penalty: 2961.779785
	Iteration 12Q: 3 clusters Score -1163674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1163789.625000 Penalty: 2961.779785
	Iteration 13Q: 3 clusters Score -1163790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1163865.500000 Penalty: 2961.779785
	Iteration 14Q: 3 clusters Score -1163866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1163912.625000 Penalty: 2961.779785
	Iteration 15Q: 3 clusters Score -1163913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1163938.500000 Penalty: 2961.779785
	Iteration 16Q: 3 clusters Score -1163938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1163963.375000 Penalty: 2961.779785
	Iteration 17Q: 3 clusters Score -1163963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1163977.750000 Penalty: 2961.779785
	Iteration 18Q: 3 clusters Score -1163978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1163994.625000 Penalty: 2961.779785
	Iteration 19Q: 3 clusters Score -1163995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1164012.250000 Penalty: 2961.779785
	Iteration 20F: 3 clusters Score -1164012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1164032.500000 Penalty: 2961.779785
	Iteration 21Q: 3 clusters Score -1164032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1164047.250000 Penalty: 2961.779785
	Iteration 22Q: 3 clusters Score -1164047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1164059.625000 Penalty: 2961.779785
	Iteration 23Q: 3 clusters Score -1164060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1164069.750000 Penalty: 2961.779785
	Iteration 24Q: 3 clusters Score -1164070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1164077.875000 Penalty: 2961.779785
	Iteration 25Q: 3 clusters Score -1164078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1164088.500000 Penalty: 2961.779785
	Iteration 26Q: 3 clusters Score -1164088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1164097.375000 Penalty: 2961.779785
	Iteration 27Q: 3 clusters Score -1164097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1164104.375000 Penalty: 2961.779785
	Iteration 28Q: 3 clusters Score -1164104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1164112.000000 Penalty: 2961.779785
	Iteration 29Q: 3 clusters Score -1164112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1164117.500000 Penalty: 2961.779785
	Iteration 30Q: 3 clusters Score -1164118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1164117.875000 Penalty: 2961.779785
	Iteration 31Q: 3 clusters Score -1164118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1164119.125000 Penalty: 2961.779785
	Iteration 32Q: 3 clusters Score -1164119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1164121.750000 Penalty: 2961.779785
	Iteration 33Q: 3 clusters Score -1164122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1164121.375000 Penalty: 2961.779785
	Iteration 34Q: 3 clusters Score -1164121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1164122.000000 Penalty: 2961.779785
	Iteration 35Q: 3 clusters Score -1164122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1164122.000000 Penalty: 2961.779785
	Iteration 36F: 3 clusters Score -1164122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -44644.730469 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -44644.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43735.839844 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -43735.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43850.718750 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -43850.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43908.507812 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -43908.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43933.414062 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -43933.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43972.265625 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -43972.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43996.046875 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -43996.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44002.703125 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -44002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44004.937500 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -44004.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44004.937500 Penalty: 1912.983887
	Iteration 8F: 3 clusters Score -44004.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -2686705.000000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -2686705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2675379.500000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -2675380 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2679491.500000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -2679492 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2680051.500000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -2680052 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2680609.500000 Penalty: 3157.155029
	Iteration 3F: 3 clusters Score -2680610 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2681163.750000 Penalty: 3157.155029
	Iteration 4F: 3 clusters Score -2681164 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2681678.500000 Penalty: 3157.155029
	Iteration 5F: 3 clusters Score -2681678 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2682094.250000 Penalty: 3157.155029
	Iteration 6F: 3 clusters Score -2682094 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2682372.750000 Penalty: 3157.155029
	Iteration 7Q: 3 clusters Score -2682373 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2682602.250000 Penalty: 3157.155029
	Iteration 8Q: 3 clusters Score -2682602 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2682828.000000 Penalty: 3157.155029
	Iteration 9Q: 3 clusters Score -2682828 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2683071.500000 Penalty: 3157.155029
	Iteration 10Q: 3 clusters Score -2683072 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2683299.750000 Penalty: 3157.155029
	Iteration 11Q: 3 clusters Score -2683300 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2683610.500000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -2683610 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2683970.000000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -2683970 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2684334.250000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -2684334 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2684727.750000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -2684728 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2685052.500000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -2685052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2685276.750000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -2685277 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2685422.750000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -2685423 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2685550.250000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -2685550 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2685645.250000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -2685645 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2685714.250000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -2685714 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2685777.500000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -2685778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2685811.500000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -2685812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2685847.250000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -2685847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2685876.000000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -2685876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2685887.500000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -2685888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2685919.250000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -2685919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2685956.250000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -2685956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2685986.000000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -2685986 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2686030.000000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -2686030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2686091.500000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -2686092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2686154.750000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -2686155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2686230.000000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -2686230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2686308.000000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -2686308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2686361.500000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -2686362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2686419.750000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -2686420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2686496.750000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -2686497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2686565.500000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -2686566 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2686641.000000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -2686641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2686690.750000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -2686691 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2686733.000000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -2686733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2686772.250000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -2686772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2686774.250000 Penalty: 3157.155029
	Iteration 43Q: 3 clusters Score -2686774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2686781.750000 Penalty: 3157.155029
	Iteration 44Q: 3 clusters Score -2686782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2686785.250000 Penalty: 3157.155029
	Iteration 45Q: 3 clusters Score -2686785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2686789.750000 Penalty: 3157.155029
	Iteration 46Q: 3 clusters Score -2686790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2686794.000000 Penalty: 3157.155029
	Iteration 47Q: 3 clusters Score -2686794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2686792.250000 Penalty: 3157.155029
	Iteration 48Q: 3 clusters Score -2686792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2686793.250000 Penalty: 3157.155029
	Iteration 49Q: 3 clusters Score -2686793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2686799.000000 Penalty: 3157.155029
	Iteration 50Q: 3 clusters Score -2686799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2686800.750000 Penalty: 3157.155029
	Iteration 51Q: 3 clusters Score -2686801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2686803.750000 Penalty: 3157.155029
	Iteration 52Q: 3 clusters Score -2686804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2686803.250000 Penalty: 3157.155029
	Iteration 53Q: 3 clusters Score -2686803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2686808.250000 Penalty: 3157.155029
	Iteration 54Q: 3 clusters Score -2686808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2686809.000000 Penalty: 3157.155029
	Iteration 55Q: 3 clusters Score -2686809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2686814.500000 Penalty: 3157.155029
	Iteration 56Q: 3 clusters Score -2686814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2686808.750000 Penalty: 3157.155029
	Iteration 57Q: 3 clusters Score -2686809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2686810.500000 Penalty: 3157.155029
	Iteration 58Q: 3 clusters Score -2686810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2686810.750000 Penalty: 3157.155029
	Iteration 59Q: 3 clusters Score -2686811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2686811.750000 Penalty: 3157.155029
	Iteration 60F: 3 clusters Score -2686812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2686810.500000 Penalty: 3157.155029
	Iteration 61Q: 3 clusters Score -2686810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2686809.750000 Penalty: 3157.155029
	Iteration 62Q: 3 clusters Score -2686810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2686808.000000 Penalty: 3157.155029
	Iteration 63Q: 3 clusters Score -2686808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2686811.750000 Penalty: 3157.155029
	Iteration 64Q: 3 clusters Score -2686812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2686810.000000 Penalty: 3157.155029
	Iteration 65Q: 3 clusters Score -2686810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2686817.250000 Penalty: 3157.155029
	Iteration 66Q: 3 clusters Score -2686817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2686813.250000 Penalty: 3157.155029
	Iteration 67Q: 3 clusters Score -2686813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2686813.750000 Penalty: 3157.155029
	Iteration 68Q: 3 clusters Score -2686814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2686815.750000 Penalty: 3157.155029
	Iteration 69Q: 3 clusters Score -2686816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2686814.500000 Penalty: 3157.155029
	Iteration 70Q: 3 clusters Score -2686814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2686813.750000 Penalty: 3157.155029
	Iteration 71Q: 3 clusters Score -2686814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2686817.000000 Penalty: 3157.155029
	Iteration 72Q: 3 clusters Score -2686817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2686813.250000 Penalty: 3157.155029
	Iteration 73Q: 3 clusters Score -2686813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2686813.250000 Penalty: 3157.155029
	Iteration 74Q: 3 clusters Score -2686813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2686812.750000 Penalty: 3157.155029
	Iteration 75Q: 3 clusters Score -2686813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2686813.750000 Penalty: 3157.155029
	Iteration 76Q: 3 clusters Score -2686814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2686813.250000 Penalty: 3157.155029
	Iteration 77Q: 3 clusters Score -2686813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2686813.250000 Penalty: 3157.155029
	Iteration 78Q: 3 clusters Score -2686813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2686817.500000 Penalty: 3157.155029
	Iteration 79Q: 3 clusters Score -2686818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2686818.000000 Penalty: 3157.155029
	Iteration 80F: 3 clusters Score -2686818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 11333 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 5220 members 
Entering Unmasked Estep 
Score: -85971160.000000 Penalty: 102362.921875
Splitting cluster 30 changes total score from -85971528.000000 to -85971160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (75720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Entering Unmasked Estep 
Score: -10130272.000000 Penalty: 1825.654541
	Iteration 0F: 2 clusters Score -1.013027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -10084878.000000 Penalty: 3651.309082
	Iteration 0F: 3 clusters Score -1.008488e+07 nChanged 35931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -10105166.000000 Penalty: 3651.309082
	Iteration 1F: 3 clusters Score -1.010517e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -10105743.000000 Penalty: 3651.309082
	Iteration 2Q: 3 clusters Score -1.010574e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -10106356.000000 Penalty: 3651.309082
	Iteration 3Q: 3 clusters Score -1.010636e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -10107096.000000 Penalty: 3651.309082
	Iteration 4Q: 3 clusters Score -1.01071e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -10108246.000000 Penalty: 3651.309082
	Iteration 5Q: 3 clusters Score -1.010825e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -10110193.000000 Penalty: 3651.309082
	Iteration 6Q: 3 clusters Score -1.011019e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -10113348.000000 Penalty: 3651.309082
	Iteration 7F: 3 clusters Score -1.011335e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -10117193.000000 Penalty: 3651.309082
	Iteration 8F: 3 clusters Score -1.011719e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -10119920.000000 Penalty: 3651.309082
	Iteration 9F: 3 clusters Score -1.011992e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -10120952.000000 Penalty: 3651.309082
	Iteration 10Q: 3 clusters Score -1.012095e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -10121275.000000 Penalty: 3651.309082
	Iteration 11Q: 3 clusters Score -1.012128e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -10121457.000000 Penalty: 3651.309082
	Iteration 12Q: 3 clusters Score -1.012146e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -10121509.000000 Penalty: 3651.309082
	Iteration 13Q: 3 clusters Score -1.012151e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -10121556.000000 Penalty: 3651.309082
	Iteration 14Q: 3 clusters Score -1.012156e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -10121514.000000 Penalty: 3651.309082
	Iteration 15Q: 3 clusters Score -1.012151e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -10121583.000000 Penalty: 3651.309082
	Iteration 16Q: 3 clusters Score -1.012158e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -10121611.000000 Penalty: 3651.309082
	Iteration 17Q: 3 clusters Score -1.012161e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -10121700.000000 Penalty: 3651.309082
	Iteration 18Q: 3 clusters Score -1.01217e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -10121653.000000 Penalty: 3651.309082
	Iteration 19Q: 3 clusters Score -1.012165e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -10121697.000000 Penalty: 3651.309082
	Iteration 20F: 3 clusters Score -1.01217e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -10121711.000000 Penalty: 3651.309082
	Iteration 21Q: 3 clusters Score -1.012171e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -10121758.000000 Penalty: 3651.309082
	Iteration 22Q: 3 clusters Score -1.012176e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -10121841.000000 Penalty: 3651.309082
	Iteration 23Q: 3 clusters Score -1.012184e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -10121926.000000 Penalty: 3651.309082
	Iteration 24Q: 3 clusters Score -1.012193e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -10121977.000000 Penalty: 3651.309082
	Iteration 25Q: 3 clusters Score -1.012198e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -10122092.000000 Penalty: 3651.309082
	Iteration 26Q: 3 clusters Score -1.012209e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -10122159.000000 Penalty: 3651.309082
	Iteration 27Q: 3 clusters Score -1.012216e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -10122284.000000 Penalty: 3651.309082
	Iteration 28Q: 3 clusters Score -1.012228e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -10122473.000000 Penalty: 3651.309082
	Iteration 29Q: 3 clusters Score -1.012247e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -10122672.000000 Penalty: 3651.309082
	Iteration 30Q: 3 clusters Score -1.012267e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -10122864.000000 Penalty: 3651.309082
	Iteration 31Q: 3 clusters Score -1.012286e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -10123028.000000 Penalty: 3651.309082
	Iteration 32Q: 3 clusters Score -1.012303e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -10123226.000000 Penalty: 3651.309082
	Iteration 33Q: 3 clusters Score -1.012323e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -10123437.000000 Penalty: 3651.309082
	Iteration 34Q: 3 clusters Score -1.012344e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -10123609.000000 Penalty: 3651.309082
	Iteration 35Q: 3 clusters Score -1.012361e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -10123727.000000 Penalty: 3651.309082
	Iteration 36Q: 3 clusters Score -1.012373e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -10123861.000000 Penalty: 3651.309082
	Iteration 37Q: 3 clusters Score -1.012386e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -10123937.000000 Penalty: 3651.309082
	Iteration 38Q: 3 clusters Score -1.012394e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -10124059.000000 Penalty: 3651.309082
	Iteration 39Q: 3 clusters Score -1.012406e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -10124164.000000 Penalty: 3651.309082
	Iteration 40F: 3 clusters Score -1.012416e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -10124305.000000 Penalty: 3651.309082
	Iteration 41Q: 3 clusters Score -1.01243e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -10124369.000000 Penalty: 3651.309082
	Iteration 42Q: 3 clusters Score -1.012437e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -10124492.000000 Penalty: 3651.309082
	Iteration 43Q: 3 clusters Score -1.012449e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -10124532.000000 Penalty: 3651.309082
	Iteration 44Q: 3 clusters Score -1.012453e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -10124608.000000 Penalty: 3651.309082
	Iteration 45Q: 3 clusters Score -1.012461e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -10124653.000000 Penalty: 3651.309082
	Iteration 46Q: 3 clusters Score -1.012465e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -10124710.000000 Penalty: 3651.309082
	Iteration 47Q: 3 clusters Score -1.012471e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -10124697.000000 Penalty: 3651.309082
	Iteration 48Q: 3 clusters Score -1.01247e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -10124725.000000 Penalty: 3651.309082
	Iteration 49Q: 3 clusters Score -1.012472e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -10124743.000000 Penalty: 3651.309082
	Iteration 50Q: 3 clusters Score -1.012474e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10124785.000000 Penalty: 3651.309082
	Iteration 51Q: 3 clusters Score -1.012478e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -10124786.000000 Penalty: 3651.309082
	Iteration 52Q: 3 clusters Score -1.012479e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -10124801.000000 Penalty: 3651.309082
	Iteration 53Q: 3 clusters Score -1.01248e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -10124811.000000 Penalty: 3651.309082
	Iteration 54Q: 3 clusters Score -1.012481e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -10124814.000000 Penalty: 3651.309082
	Iteration 55Q: 3 clusters Score -1.012481e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10124877.000000 Penalty: 3651.309082
	Iteration 56Q: 3 clusters Score -1.012488e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10124906.000000 Penalty: 3651.309082
	Iteration 57Q: 3 clusters Score -1.012491e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -10124910.000000 Penalty: 3651.309082
	Iteration 58Q: 3 clusters Score -1.012491e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -10124866.000000 Penalty: 3651.309082
	Iteration 59Q: 3 clusters Score -1.012487e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -10124898.000000 Penalty: 3651.309082
	Iteration 60F: 3 clusters Score -1.01249e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -10124900.000000 Penalty: 3651.309082
	Iteration 61Q: 3 clusters Score -1.01249e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -10124909.000000 Penalty: 3651.309082
	Iteration 62Q: 3 clusters Score -1.012491e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -10124922.000000 Penalty: 3651.309082
	Iteration 63Q: 3 clusters Score -1.012492e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -10124932.000000 Penalty: 3651.309082
	Iteration 64Q: 3 clusters Score -1.012493e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -10124931.000000 Penalty: 3651.309082
	Iteration 65Q: 3 clusters Score -1.012493e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -10124924.000000 Penalty: 3651.309082
	Iteration 66Q: 3 clusters Score -1.012492e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -10124899.000000 Penalty: 3651.309082
	Iteration 67Q: 3 clusters Score -1.01249e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -10124921.000000 Penalty: 3651.309082
	Iteration 68Q: 3 clusters Score -1.012492e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -10124927.000000 Penalty: 3651.309082
	Iteration 69Q: 3 clusters Score -1.012493e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -10124924.000000 Penalty: 3651.309082
	Iteration 70Q: 3 clusters Score -1.012492e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -10124947.000000 Penalty: 3651.309082
	Iteration 71Q: 3 clusters Score -1.012495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -10124947.000000 Penalty: 3651.309082
	Iteration 72Q: 3 clusters Score -1.012495e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -10124977.000000 Penalty: 3651.309082
	Iteration 73Q: 3 clusters Score -1.012498e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -10124980.000000 Penalty: 3651.309082
	Iteration 74Q: 3 clusters Score -1.012498e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -10124995.000000 Penalty: 3651.309082
	Iteration 75Q: 3 clusters Score -1.0125e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -10124993.000000 Penalty: 3651.309082
	Iteration 76Q: 3 clusters Score -1.012499e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -10125025.000000 Penalty: 3651.309082
	Iteration 77Q: 3 clusters Score -1.012502e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -10125073.000000 Penalty: 3651.309082
	Iteration 78Q: 3 clusters Score -1.012507e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -10125114.000000 Penalty: 3651.309082
	Iteration 79Q: 3 clusters Score -1.012511e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -10125181.000000 Penalty: 3651.309082
	Iteration 80F: 3 clusters Score -1.012518e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -10125259.000000 Penalty: 3651.309082
	Iteration 81Q: 3 clusters Score -1.012526e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -10125331.000000 Penalty: 3651.309082
	Iteration 82Q: 3 clusters Score -1.012533e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -10125282.000000 Penalty: 3651.309082
	Iteration 83Q: 3 clusters Score -1.012528e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -10125338.000000 Penalty: 3651.309082
	Iteration 84Q: 3 clusters Score -1.012534e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -10125399.000000 Penalty: 3651.309082
	Iteration 85Q: 3 clusters Score -1.01254e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -10125461.000000 Penalty: 3651.309082
	Iteration 86Q: 3 clusters Score -1.012546e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -10125606.000000 Penalty: 3651.309082
	Iteration 87Q: 3 clusters Score -1.012561e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -10125761.000000 Penalty: 3651.309082
	Iteration 88Q: 3 clusters Score -1.012576e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -10125855.000000 Penalty: 3651.309082
	Iteration 89Q: 3 clusters Score -1.012586e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10125944.000000 Penalty: 3651.309082
	Iteration 90Q: 3 clusters Score -1.012594e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -10126040.000000 Penalty: 3651.309082
	Iteration 91Q: 3 clusters Score -1.012604e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -10126234.000000 Penalty: 3651.309082
	Iteration 92Q: 3 clusters Score -1.012623e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -10126418.000000 Penalty: 3651.309082
	Iteration 93Q: 3 clusters Score -1.012642e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -10126665.000000 Penalty: 3651.309082
	Iteration 94Q: 3 clusters Score -1.012666e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -10126857.000000 Penalty: 3651.309082
	Iteration 95Q: 3 clusters Score -1.012686e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -10127032.000000 Penalty: 3651.309082
	Iteration 96Q: 3 clusters Score -1.012703e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -10127192.000000 Penalty: 3651.309082
	Iteration 97Q: 3 clusters Score -1.012719e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -10127358.000000 Penalty: 3651.309082
	Iteration 98Q: 3 clusters Score -1.012736e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -10127183.000000 Penalty: 3651.309082
	Iteration 99Q: 3 clusters Score -1.012718e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -10127820.000000 Penalty: 3651.309082
	Iteration 100F: 3 clusters Score -1.012782e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -10128133.000000 Penalty: 3651.309082
	Iteration 101Q: 3 clusters Score -1.012813e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -10128263.000000 Penalty: 3651.309082
	Iteration 102Q: 3 clusters Score -1.012826e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -10128384.000000 Penalty: 3651.309082
	Iteration 103Q: 3 clusters Score -1.012838e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10128452.000000 Penalty: 3651.309082
	Iteration 104Q: 3 clusters Score -1.012845e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -10128516.000000 Penalty: 3651.309082
	Iteration 105Q: 3 clusters Score -1.012852e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -10128580.000000 Penalty: 3651.309082
	Iteration 106Q: 3 clusters Score -1.012858e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -10128612.000000 Penalty: 3651.309082
	Iteration 107Q: 3 clusters Score -1.012861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -10128662.000000 Penalty: 3651.309082
	Iteration 108Q: 3 clusters Score -1.012866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -10128670.000000 Penalty: 3651.309082
	Iteration 109Q: 3 clusters Score -1.012867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -10128676.000000 Penalty: 3651.309082
	Iteration 110Q: 3 clusters Score -1.012868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -10128693.000000 Penalty: 3651.309082
	Iteration 111Q: 3 clusters Score -1.012869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -10128706.000000 Penalty: 3651.309082
	Iteration 112Q: 3 clusters Score -1.012871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -10128706.000000 Penalty: 3651.309082
	Iteration 113Q: 3 clusters Score -1.012871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -10128719.000000 Penalty: 3651.309082
	Iteration 114Q: 3 clusters Score -1.012872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -10128719.000000 Penalty: 3651.309082
	Iteration 115Q: 3 clusters Score -1.012872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -10128726.000000 Penalty: 3651.309082
	Iteration 116Q: 3 clusters Score -1.012873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -10128728.000000 Penalty: 3651.309082
	Iteration 117Q: 3 clusters Score -1.012873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -10128732.000000 Penalty: 3651.309082
	Iteration 118Q: 3 clusters Score -1.012873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -10128732.000000 Penalty: 3651.309082
	Iteration 119Q: 3 clusters Score -1.012873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -10128744.000000 Penalty: 3651.309082
	Iteration 120F: 3 clusters Score -1.012874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -10128743.000000 Penalty: 3651.309082
	Iteration 121Q: 3 clusters Score -1.012874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -10128748.000000 Penalty: 3651.309082
	Iteration 122Q: 3 clusters Score -1.012875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -10128747.000000 Penalty: 3651.309082
	Iteration 123Q: 3 clusters Score -1.012875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -10128747.000000 Penalty: 3651.309082
	Iteration 124F: 3 clusters Score -1.012875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15826.536133 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15826.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15952.494141 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15952.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16019.436523 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -16019.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16057.833008 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -16057.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16076.806641 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16076.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16097.223633 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16097.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16106.920898 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16106.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16110.165039 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16110.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16110.165039 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -16110.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26532.515625 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26532.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26716.382812 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26716.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26823.427734 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26823.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26890.794922 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -26890.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26939.958984 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -26939.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26972.021484 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -26972.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26981.189453 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -26981.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26988.882812 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -26988.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26994.576172 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -26994.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26999.787109 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -26999.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27002.722656 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -27002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27002.722656 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -27002.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -205673.187500 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -205673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203836.562500 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -203836.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -204183.343750 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -204183.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204285.750000 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -204285.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -204336.078125 Penalty: 2406.786133
	Iteration 3Q: 3 clusters Score -204336.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -204398.578125 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -204398.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -204478.093750 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -204478.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204584.875000 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -204584.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -204681.984375 Penalty: 2406.786133
	Iteration 7F: 3 clusters Score -204682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -204759.578125 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -204759.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -204820.953125 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -204821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -204866.671875 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -204866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -204894.484375 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -204894.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -204915.421875 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -204915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -204939.265625 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -204939.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -204955.687500 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -204955.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -204968.468750 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -204968.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -204979.156250 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -204979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -204980.500000 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -204980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -204980.500000 Penalty: 2406.786133
	Iteration 18F: 3 clusters Score -204980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67769.546875 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67769.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -67965.382812 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67965.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -68026.351562 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -68026.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -68060.296875 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -68060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -68074.687500 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -68074.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -68083.453125 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -68083.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68088.617188 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -68088.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -68093.859375 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68093.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68097.601562 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68097.601562 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -68097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6500.424805 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6500.425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6587.143555 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6587.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6593.591309 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6593.591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6599.473145 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6599.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6600.864746 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6600.865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6603.776855 Penalty: 1657.456543
	Iteration 5Q: 3 clusters Score -6603.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6603.776855 Penalty: 1657.456543
	Iteration 6F: 3 clusters Score -6603.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24533.410156 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -24533.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23766.306641 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -23766.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23872.482422 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -23872.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23886.753906 Penalty: 1767.375732
	Iteration 2Q: 3 clusters Score -23886.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23887.585938 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -23887.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23888.187500 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -23888.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23888.187500 Penalty: 1767.375732
	Iteration 5F: 3 clusters Score -23888.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -84935.648438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -84935.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83785.585938 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -83785.59 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84052.960938 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -84052.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84152.632812 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -84152.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84216.617188 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -84216.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84255.070312 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -84255.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84269.929688 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -84269.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84285.429688 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -84285.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84287.718750 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -84287.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84294.617188 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -84294.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84296.914062 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -84296.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84303.304688 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -84303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84309.578125 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -84309.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84313.093750 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -84313.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84314.820312 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -84314.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84314.820312 Penalty: 2100.991211
	Iteration 14F: 3 clusters Score -84314.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Entering Unmasked Estep 
Score: -3275387.250000 Penalty: 1647.355347
	Iteration 0F: 2 clusters Score -3275387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3258210.000000 Penalty: 3294.710693
	Iteration 0F: 3 clusters Score -3258210 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3264836.000000 Penalty: 3294.710693
	Iteration 1F: 3 clusters Score -3264836 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3265482.250000 Penalty: 3294.710693
	Iteration 2F: 3 clusters Score -3265482 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3266233.000000 Penalty: 3294.710693
	Iteration 3F: 3 clusters Score -3266233 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3267185.000000 Penalty: 3294.710693
	Iteration 4F: 3 clusters Score -3267185 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3268434.750000 Penalty: 3294.710693
	Iteration 5F: 3 clusters Score -3268435 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3269848.250000 Penalty: 3294.710693
	Iteration 6F: 3 clusters Score -3269848 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3271063.500000 Penalty: 3294.710693
	Iteration 7F: 3 clusters Score -3271064 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3271964.750000 Penalty: 3294.710693
	Iteration 8Q: 3 clusters Score -3271965 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3272596.500000 Penalty: 3294.710693
	Iteration 9Q: 3 clusters Score -3272596 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3273040.000000 Penalty: 3294.710693
	Iteration 10Q: 3 clusters Score -3273040 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3273331.000000 Penalty: 3294.710693
	Iteration 11Q: 3 clusters Score -3273331 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3273538.500000 Penalty: 3294.710693
	Iteration 12Q: 3 clusters Score -3273538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3273688.000000 Penalty: 3294.710693
	Iteration 13Q: 3 clusters Score -3273688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3273765.750000 Penalty: 3294.710693
	Iteration 14Q: 3 clusters Score -3273766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3273831.000000 Penalty: 3294.710693
	Iteration 15Q: 3 clusters Score -3273831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3273869.500000 Penalty: 3294.710693
	Iteration 16Q: 3 clusters Score -3273870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3273913.750000 Penalty: 3294.710693
	Iteration 17Q: 3 clusters Score -3273914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3273930.000000 Penalty: 3294.710693
	Iteration 18Q: 3 clusters Score -3273930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3273943.500000 Penalty: 3294.710693
	Iteration 19Q: 3 clusters Score -3273944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3273947.750000 Penalty: 3294.710693
	Iteration 20F: 3 clusters Score -3273948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3273958.250000 Penalty: 3294.710693
	Iteration 21Q: 3 clusters Score -3273958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3273965.000000 Penalty: 3294.710693
	Iteration 22Q: 3 clusters Score -3273965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3273971.500000 Penalty: 3294.710693
	Iteration 23Q: 3 clusters Score -3273972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3273982.500000 Penalty: 3294.710693
	Iteration 24Q: 3 clusters Score -3273982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3273990.500000 Penalty: 3294.710693
	Iteration 25Q: 3 clusters Score -3273990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3273994.000000 Penalty: 3294.710693
	Iteration 26Q: 3 clusters Score -3273994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3273994.250000 Penalty: 3294.710693
	Iteration 27Q: 3 clusters Score -3273994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3273992.750000 Penalty: 3294.710693
	Iteration 28Q: 3 clusters Score -3273993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3273994.750000 Penalty: 3294.710693
	Iteration 29Q: 3 clusters Score -3273995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3273997.750000 Penalty: 3294.710693
	Iteration 30Q: 3 clusters Score -3273998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3273997.250000 Penalty: 3294.710693
	Iteration 31Q: 3 clusters Score -3273997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3273999.250000 Penalty: 3294.710693
	Iteration 32Q: 3 clusters Score -3273999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3273999.250000 Penalty: 3294.710693
	Iteration 33Q: 3 clusters Score -3273999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3274006.500000 Penalty: 3294.710693
	Iteration 34Q: 3 clusters Score -3274006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3274009.250000 Penalty: 3294.710693
	Iteration 35Q: 3 clusters Score -3274009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3274010.000000 Penalty: 3294.710693
	Iteration 36Q: 3 clusters Score -3274010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3274019.500000 Penalty: 3294.710693
	Iteration 37Q: 3 clusters Score -3274020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3274021.250000 Penalty: 3294.710693
	Iteration 38Q: 3 clusters Score -3274021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3274022.750000 Penalty: 3294.710693
	Iteration 39Q: 3 clusters Score -3274023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3274028.750000 Penalty: 3294.710693
	Iteration 40F: 3 clusters Score -3274029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3274031.000000 Penalty: 3294.710693
	Iteration 41Q: 3 clusters Score -3274031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3274029.500000 Penalty: 3294.710693
	Iteration 42Q: 3 clusters Score -3274030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3274032.500000 Penalty: 3294.710693
	Iteration 43Q: 3 clusters Score -3274032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3274033.250000 Penalty: 3294.710693
	Iteration 44Q: 3 clusters Score -3274033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3274039.250000 Penalty: 3294.710693
	Iteration 45Q: 3 clusters Score -3274039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3274039.000000 Penalty: 3294.710693
	Iteration 46Q: 3 clusters Score -3274039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3274039.750000 Penalty: 3294.710693
	Iteration 47Q: 3 clusters Score -3274040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3274039.750000 Penalty: 3294.710693
	Iteration 48F: 3 clusters Score -3274040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -40799.054688 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -40799.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39820.804688 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -39820.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40104.062500 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -40104.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40264.628906 Penalty: 1978.201782
	Iteration 2F: 3 clusters Score -40264.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40392.507812 Penalty: 1978.201782
	Iteration 3Q: 3 clusters Score -40392.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40543.367188 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -40543.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40648.687500 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -40648.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40702.324219 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -40702.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40734.781250 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -40734.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40745.125000 Penalty: 1978.201782
	Iteration 8Q: 3 clusters Score -40745.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40755.285156 Penalty: 1978.201782
	Iteration 9Q: 3 clusters Score -40755.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40772.925781 Penalty: 1978.201782
	Iteration 10Q: 3 clusters Score -40772.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40779.988281 Penalty: 1978.201782
	Iteration 11Q: 3 clusters Score -40779.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40799.714844 Penalty: 1978.201782
	Iteration 12Q: 3 clusters Score -40799.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40820.550781 Penalty: 1978.201782
	Iteration 13Q: 3 clusters Score -40820.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40846.179688 Penalty: 1978.201782
	Iteration 14Q: 3 clusters Score -40846.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40848.074219 Penalty: 1978.201782
	Iteration 15Q: 3 clusters Score -40848.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40859.570312 Penalty: 1978.201782
	Iteration 16Q: 3 clusters Score -40859.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40863.949219 Penalty: 1978.201782
	Iteration 17Q: 3 clusters Score -40863.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40868.082031 Penalty: 1978.201782
	Iteration 18Q: 3 clusters Score -40868.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40875.410156 Penalty: 1978.201782
	Iteration 19Q: 3 clusters Score -40875.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40886.480469 Penalty: 1978.201782
	Iteration 20F: 3 clusters Score -40886.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40888.199219 Penalty: 1978.201782
	Iteration 21Q: 3 clusters Score -40888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40888.199219 Penalty: 1978.201782
	Iteration 22F: 3 clusters Score -40888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 226 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Mstep: Class 47 contains 214 members 
Entering Unmasked Estep 
Score: -85970496.000000 Penalty: 102362.921875
Splitting cluster 40 changes total score from -85971528.000000 to -85970496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -759472.375000 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -759472.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -754758.437500 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -754758.4 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -756166.625000 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -756166.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -756471.500000 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -756471.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -756745.187500 Penalty: 2841.803223
	Iteration 3F: 3 clusters Score -756745.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -756949.625000 Penalty: 2841.803223
	Iteration 4F: 3 clusters Score -756949.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -757104.625000 Penalty: 2841.803223
	Iteration 5Q: 3 clusters Score -757104.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -757250.062500 Penalty: 2841.803223
	Iteration 6Q: 3 clusters Score -757250.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -757381.000000 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -757381 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -757516.000000 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -757516 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -757660.250000 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -757660.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -757802.937500 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -757802.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -757912.750000 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -757912.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -758001.062500 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -758001.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -758073.562500 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -758073.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -758135.687500 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -758135.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -758178.062500 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -758178.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -758210.750000 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -758210.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -758241.500000 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -758241.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -758260.625000 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -758260.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -758278.937500 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -758278.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -758293.812500 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -758293.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -758308.562500 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -758308.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -758321.250000 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -758321.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -758330.437500 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -758330.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -758337.750000 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -758337.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -758349.437500 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -758349.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -758358.125000 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -758358.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -758361.687500 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -758361.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -758366.312500 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -758366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -758368.000000 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -758368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -758369.000000 Penalty: 2841.803223
	Iteration 30Q: 3 clusters Score -758369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -758370.750000 Penalty: 2841.803223
	Iteration 31Q: 3 clusters Score -758370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -758372.375000 Penalty: 2841.803223
	Iteration 32Q: 3 clusters Score -758372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -758374.125000 Penalty: 2841.803223
	Iteration 33Q: 3 clusters Score -758374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -758375.125000 Penalty: 2841.803223
	Iteration 34Q: 3 clusters Score -758375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -758374.750000 Penalty: 2841.803223
	Iteration 35Q: 3 clusters Score -758374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -758376.687500 Penalty: 2841.803223
	Iteration 36Q: 3 clusters Score -758376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -758376.687500 Penalty: 2841.803223
	Iteration 37Q: 3 clusters Score -758376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -758376.750000 Penalty: 2841.803223
	Iteration 38Q: 3 clusters Score -758376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -758377.937500 Penalty: 2841.803223
	Iteration 39Q: 3 clusters Score -758377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -758380.187500 Penalty: 2841.803223
	Iteration 40F: 3 clusters Score -758380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -758382.687500 Penalty: 2841.803223
	Iteration 41Q: 3 clusters Score -758382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -758383.937500 Penalty: 2841.803223
	Iteration 42Q: 3 clusters Score -758383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -758387.750000 Penalty: 2841.803223
	Iteration 43Q: 3 clusters Score -758387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -758388.562500 Penalty: 2841.803223
	Iteration 44Q: 3 clusters Score -758388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -758388.937500 Penalty: 2841.803223
	Iteration 45Q: 3 clusters Score -758388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -758389.687500 Penalty: 2841.803223
	Iteration 46Q: 3 clusters Score -758389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -758389.875000 Penalty: 2841.803223
	Iteration 47Q: 3 clusters Score -758389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -758391.062500 Penalty: 2841.803223
	Iteration 48Q: 3 clusters Score -758391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -758392.437500 Penalty: 2841.803223
	Iteration 49Q: 3 clusters Score -758392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -758392.875000 Penalty: 2841.803223
	Iteration 50Q: 3 clusters Score -758392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -758393.687500 Penalty: 2841.803223
	Iteration 51Q: 3 clusters Score -758393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -758396.437500 Penalty: 2841.803223
	Iteration 52Q: 3 clusters Score -758396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -758395.687500 Penalty: 2841.803223
	Iteration 53Q: 3 clusters Score -758395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -758396.812500 Penalty: 2841.803223
	Iteration 54Q: 3 clusters Score -758396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -758397.937500 Penalty: 2841.803223
	Iteration 55Q: 3 clusters Score -758397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -758398.687500 Penalty: 2841.803223
	Iteration 56Q: 3 clusters Score -758398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -758400.937500 Penalty: 2841.803223
	Iteration 57Q: 3 clusters Score -758400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -758399.625000 Penalty: 2841.803223
	Iteration 58Q: 3 clusters Score -758399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -758402.375000 Penalty: 2841.803223
	Iteration 59Q: 3 clusters Score -758402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -758402.562500 Penalty: 2841.803223
	Iteration 60F: 3 clusters Score -758402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -758402.312500 Penalty: 2841.803223
	Iteration 61Q: 3 clusters Score -758402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -758402.312500 Penalty: 2841.803223
	Iteration 62Q: 3 clusters Score -758402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -758403.937500 Penalty: 2841.803223
	Iteration 63Q: 3 clusters Score -758403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -758403.812500 Penalty: 2841.803223
	Iteration 64Q: 3 clusters Score -758403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -758404.812500 Penalty: 2841.803223
	Iteration 65Q: 3 clusters Score -758404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -758404.812500 Penalty: 2841.803223
	Iteration 66F: 3 clusters Score -758404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -39237.957031 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -39237.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38377.496094 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -38377.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38512.265625 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -38512.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38546.902344 Penalty: 1883.718750
	Iteration 2Q: 3 clusters Score -38546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38565.214844 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -38565.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38569.312500 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -38569.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38570.960938 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -38570.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38570.960938 Penalty: 1883.718750
	Iteration 6F: 3 clusters Score -38570.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Entering Unmasked Estep 
Score: -7261666.500000 Penalty: 1771.820801
	Iteration 0F: 2 clusters Score -7261666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -7227627.000000 Penalty: 3543.641602
	Iteration 0F: 3 clusters Score -7227627 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7243370.500000 Penalty: 3543.641602
	Iteration 1F: 3 clusters Score -7243370 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7245319.500000 Penalty: 3543.641602
	Iteration 2F: 3 clusters Score -7245320 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7248223.000000 Penalty: 3543.641602
	Iteration 3F: 3 clusters Score -7248223 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7251885.000000 Penalty: 3543.641602
	Iteration 4F: 3 clusters Score -7251885 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -7255609.500000 Penalty: 3543.641602
	Iteration 5F: 3 clusters Score -7255610 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -7257842.500000 Penalty: 3543.641602
	Iteration 6F: 3 clusters Score -7257842 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7258605.500000 Penalty: 3543.641602
	Iteration 7Q: 3 clusters Score -7258606 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -7258819.000000 Penalty: 3543.641602
	Iteration 8Q: 3 clusters Score -7258819 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7258889.500000 Penalty: 3543.641602
	Iteration 9Q: 3 clusters Score -7258890 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7258987.000000 Penalty: 3543.641602
	Iteration 10Q: 3 clusters Score -7258987 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -7259018.000000 Penalty: 3543.641602
	Iteration 11Q: 3 clusters Score -7259018 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -7258994.500000 Penalty: 3543.641602
	Iteration 12Q: 3 clusters Score -7258994 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7259009.500000 Penalty: 3543.641602
	Iteration 13Q: 3 clusters Score -7259010 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -7258985.500000 Penalty: 3543.641602
	Iteration 14Q: 3 clusters Score -7258986 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -7258962.000000 Penalty: 3543.641602
	Iteration 15Q: 3 clusters Score -7258962 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -7258982.000000 Penalty: 3543.641602
	Iteration 16Q: 3 clusters Score -7258982 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7258935.500000 Penalty: 3543.641602
	Iteration 17Q: 3 clusters Score -7258936 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -7258915.000000 Penalty: 3543.641602
	Iteration 18Q: 3 clusters Score -7258915 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -7258948.000000 Penalty: 3543.641602
	Iteration 19Q: 3 clusters Score -7258948 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7259031.000000 Penalty: 3543.641602
	Iteration 20F: 3 clusters Score -7259031 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -7259072.500000 Penalty: 3543.641602
	Iteration 21Q: 3 clusters Score -7259072 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -7259076.000000 Penalty: 3543.641602
	Iteration 22Q: 3 clusters Score -7259076 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7259054.500000 Penalty: 3543.641602
	Iteration 23Q: 3 clusters Score -7259054 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7259047.000000 Penalty: 3543.641602
	Iteration 24Q: 3 clusters Score -7259047 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -7259036.000000 Penalty: 3543.641602
	Iteration 25Q: 3 clusters Score -7259036 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -7259047.500000 Penalty: 3543.641602
	Iteration 26Q: 3 clusters Score -7259048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -7259069.500000 Penalty: 3543.641602
	Iteration 27Q: 3 clusters Score -7259070 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -7259085.500000 Penalty: 3543.641602
	Iteration 28Q: 3 clusters Score -7259086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7259094.000000 Penalty: 3543.641602
	Iteration 29Q: 3 clusters Score -7259094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7259070.500000 Penalty: 3543.641602
	Iteration 30Q: 3 clusters Score -7259070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7259068.000000 Penalty: 3543.641602
	Iteration 31Q: 3 clusters Score -7259068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7259063.500000 Penalty: 3543.641602
	Iteration 32Q: 3 clusters Score -7259064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -7259056.500000 Penalty: 3543.641602
	Iteration 33Q: 3 clusters Score -7259056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -7259067.500000 Penalty: 3543.641602
	Iteration 34Q: 3 clusters Score -7259068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -7259066.500000 Penalty: 3543.641602
	Iteration 35Q: 3 clusters Score -7259066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -7259062.000000 Penalty: 3543.641602
	Iteration 36Q: 3 clusters Score -7259062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7259081.500000 Penalty: 3543.641602
	Iteration 37Q: 3 clusters Score -7259082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -7259062.000000 Penalty: 3543.641602
	Iteration 38Q: 3 clusters Score -7259062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -7259058.500000 Penalty: 3543.641602
	Iteration 39Q: 3 clusters Score -7259058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7259052.500000 Penalty: 3543.641602
	Iteration 40F: 3 clusters Score -7259052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -7259061.000000 Penalty: 3543.641602
	Iteration 41Q: 3 clusters Score -7259061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7259048.500000 Penalty: 3543.641602
	Iteration 42Q: 3 clusters Score -7259048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7259039.500000 Penalty: 3543.641602
	Iteration 43Q: 3 clusters Score -7259040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7259030.000000 Penalty: 3543.641602
	Iteration 44Q: 3 clusters Score -7259030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -7259050.000000 Penalty: 3543.641602
	Iteration 45Q: 3 clusters Score -7259050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7259032.000000 Penalty: 3543.641602
	Iteration 46Q: 3 clusters Score -7259032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7259028.000000 Penalty: 3543.641602
	Iteration 47Q: 3 clusters Score -7259028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7259030.500000 Penalty: 3543.641602
	Iteration 48Q: 3 clusters Score -7259030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7259024.500000 Penalty: 3543.641602
	Iteration 49Q: 3 clusters Score -7259024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7259033.500000 Penalty: 3543.641602
	Iteration 50Q: 3 clusters Score -7259034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -7259021.500000 Penalty: 3543.641602
	Iteration 51Q: 3 clusters Score -7259022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7259016.500000 Penalty: 3543.641602
	Iteration 52Q: 3 clusters Score -7259016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -7259032.500000 Penalty: 3543.641602
	Iteration 53Q: 3 clusters Score -7259032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -7259040.000000 Penalty: 3543.641602
	Iteration 54Q: 3 clusters Score -7259040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -7259039.000000 Penalty: 3543.641602
	Iteration 55Q: 3 clusters Score -7259039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7259029.500000 Penalty: 3543.641602
	Iteration 56Q: 3 clusters Score -7259030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7259039.000000 Penalty: 3543.641602
	Iteration 57Q: 3 clusters Score -7259039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -7259040.000000 Penalty: 3543.641602
	Iteration 58Q: 3 clusters Score -7259040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -7259034.500000 Penalty: 3543.641602
	Iteration 59Q: 3 clusters Score -7259034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -7259030.000000 Penalty: 3543.641602
	Iteration 60F: 3 clusters Score -7259030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7259031.000000 Penalty: 3543.641602
	Iteration 61Q: 3 clusters Score -7259031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7259027.500000 Penalty: 3543.641602
	Iteration 62Q: 3 clusters Score -7259028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7259034.500000 Penalty: 3543.641602
	Iteration 63Q: 3 clusters Score -7259034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -7259027.000000 Penalty: 3543.641602
	Iteration 64Q: 3 clusters Score -7259027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7259032.000000 Penalty: 3543.641602
	Iteration 65Q: 3 clusters Score -7259032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7259032.500000 Penalty: 3543.641602
	Iteration 66Q: 3 clusters Score -7259032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -7259035.500000 Penalty: 3543.641602
	Iteration 67Q: 3 clusters Score -7259036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -7259044.500000 Penalty: 3543.641602
	Iteration 68Q: 3 clusters Score -7259044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -7259039.500000 Penalty: 3543.641602
	Iteration 69Q: 3 clusters Score -7259040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7259040.000000 Penalty: 3543.641602
	Iteration 70Q: 3 clusters Score -7259040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -7259031.500000 Penalty: 3543.641602
	Iteration 71Q: 3 clusters Score -7259032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -7259029.500000 Penalty: 3543.641602
	Iteration 72Q: 3 clusters Score -7259030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7259016.000000 Penalty: 3543.641602
	Iteration 73Q: 3 clusters Score -7259016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -7259020.500000 Penalty: 3543.641602
	Iteration 74Q: 3 clusters Score -7259020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -7259006.000000 Penalty: 3543.641602
	Iteration 75Q: 3 clusters Score -7259006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -7259006.000000 Penalty: 3543.641602
	Iteration 76Q: 3 clusters Score -7259006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -7259002.500000 Penalty: 3543.641602
	Iteration 77Q: 3 clusters Score -7259002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -7259021.500000 Penalty: 3543.641602
	Iteration 78Q: 3 clusters Score -7259022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7259017.000000 Penalty: 3543.641602
	Iteration 79Q: 3 clusters Score -7259017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7259009.000000 Penalty: 3543.641602
	Iteration 80F: 3 clusters Score -7259009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7259004.500000 Penalty: 3543.641602
	Iteration 81Q: 3 clusters Score -7259004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -7259001.500000 Penalty: 3543.641602
	Iteration 82Q: 3 clusters Score -7259002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7259010.500000 Penalty: 3543.641602
	Iteration 83Q: 3 clusters Score -7259010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -7259030.000000 Penalty: 3543.641602
	Iteration 84Q: 3 clusters Score -7259030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -7259025.000000 Penalty: 3543.641602
	Iteration 85Q: 3 clusters Score -7259025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7259022.000000 Penalty: 3543.641602
	Iteration 86Q: 3 clusters Score -7259022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7259009.500000 Penalty: 3543.641602
	Iteration 87Q: 3 clusters Score -7259010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7259034.000000 Penalty: 3543.641602
	Iteration 88Q: 3 clusters Score -7259034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -7259017.000000 Penalty: 3543.641602
	Iteration 89Q: 3 clusters Score -7259017 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7259035.000000 Penalty: 3543.641602
	Iteration 90Q: 3 clusters Score -7259035 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -7259039.000000 Penalty: 3543.641602
	Iteration 91Q: 3 clusters Score -7259039 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -7259052.000000 Penalty: 3543.641602
	Iteration 92Q: 3 clusters Score -7259052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -7259032.000000 Penalty: 3543.641602
	Iteration 93Q: 3 clusters Score -7259032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7259038.500000 Penalty: 3543.641602
	Iteration 94Q: 3 clusters Score -7259038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -7259025.000000 Penalty: 3543.641602
	Iteration 95Q: 3 clusters Score -7259025 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -7259048.500000 Penalty: 3543.641602
	Iteration 96Q: 3 clusters Score -7259048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -7259053.000000 Penalty: 3543.641602
	Iteration 97Q: 3 clusters Score -7259053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -7259066.000000 Penalty: 3543.641602
	Iteration 98Q: 3 clusters Score -7259066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -7259058.500000 Penalty: 3543.641602
	Iteration 99Q: 3 clusters Score -7259058 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -7259047.500000 Penalty: 3543.641602
	Iteration 100F: 3 clusters Score -7259048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -7259078.000000 Penalty: 3543.641602
	Iteration 101Q: 3 clusters Score -7259078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -7259098.500000 Penalty: 3543.641602
	Iteration 102Q: 3 clusters Score -7259098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7259105.500000 Penalty: 3543.641602
	Iteration 103Q: 3 clusters Score -7259106 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -7259113.500000 Penalty: 3543.641602
	Iteration 104Q: 3 clusters Score -7259114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -7259117.500000 Penalty: 3543.641602
	Iteration 105Q: 3 clusters Score -7259118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -7259121.500000 Penalty: 3543.641602
	Iteration 106Q: 3 clusters Score -7259122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -7259125.500000 Penalty: 3543.641602
	Iteration 107Q: 3 clusters Score -7259126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -7259108.000000 Penalty: 3543.641602
	Iteration 108Q: 3 clusters Score -7259108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -7259134.500000 Penalty: 3543.641602
	Iteration 109Q: 3 clusters Score -7259134 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -7259128.500000 Penalty: 3543.641602
	Iteration 110Q: 3 clusters Score -7259128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -7259147.500000 Penalty: 3543.641602
	Iteration 111Q: 3 clusters Score -7259148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -7259178.000000 Penalty: 3543.641602
	Iteration 112Q: 3 clusters Score -7259178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -7259188.500000 Penalty: 3543.641602
	Iteration 113Q: 3 clusters Score -7259188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -7259204.500000 Penalty: 3543.641602
	Iteration 114Q: 3 clusters Score -7259204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -7259202.500000 Penalty: 3543.641602
	Iteration 115Q: 3 clusters Score -7259202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -7259213.000000 Penalty: 3543.641602
	Iteration 116Q: 3 clusters Score -7259213 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -7259222.500000 Penalty: 3543.641602
	Iteration 117Q: 3 clusters Score -7259222 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -7259231.500000 Penalty: 3543.641602
	Iteration 118Q: 3 clusters Score -7259232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -7259245.500000 Penalty: 3543.641602
	Iteration 119Q: 3 clusters Score -7259246 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -7259260.000000 Penalty: 3543.641602
	Iteration 120F: 3 clusters Score -7259260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7259279.500000 Penalty: 3543.641602
	Iteration 121Q: 3 clusters Score -7259280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -7259279.500000 Penalty: 3543.641602
	Iteration 122Q: 3 clusters Score -7259280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -7259286.000000 Penalty: 3543.641602
	Iteration 123Q: 3 clusters Score -7259286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -7259303.000000 Penalty: 3543.641602
	Iteration 124Q: 3 clusters Score -7259303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7259320.500000 Penalty: 3543.641602
	Iteration 125Q: 3 clusters Score -7259320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -7259326.500000 Penalty: 3543.641602
	Iteration 126Q: 3 clusters Score -7259326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -7259327.500000 Penalty: 3543.641602
	Iteration 127Q: 3 clusters Score -7259328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -7259328.500000 Penalty: 3543.641602
	Iteration 128Q: 3 clusters Score -7259328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -7259333.000000 Penalty: 3543.641602
	Iteration 129Q: 3 clusters Score -7259333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -7259332.000000 Penalty: 3543.641602
	Iteration 130Q: 3 clusters Score -7259332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -7259328.500000 Penalty: 3543.641602
	Iteration 131Q: 3 clusters Score -7259328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -7259328.000000 Penalty: 3543.641602
	Iteration 132Q: 3 clusters Score -7259328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -7259341.500000 Penalty: 3543.641602
	Iteration 133Q: 3 clusters Score -7259342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -7259328.000000 Penalty: 3543.641602
	Iteration 134Q: 3 clusters Score -7259328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -7259343.000000 Penalty: 3543.641602
	Iteration 135Q: 3 clusters Score -7259343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -7259368.500000 Penalty: 3543.641602
	Iteration 136Q: 3 clusters Score -7259368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -7259360.000000 Penalty: 3543.641602
	Iteration 137Q: 3 clusters Score -7259360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -7259356.500000 Penalty: 3543.641602
	Iteration 138Q: 3 clusters Score -7259356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -7259362.500000 Penalty: 3543.641602
	Iteration 139Q: 3 clusters Score -7259362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -7259351.500000 Penalty: 3543.641602
	Iteration 140F: 3 clusters Score -7259352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -7259364.500000 Penalty: 3543.641602
	Iteration 141Q: 3 clusters Score -7259364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -7259352.000000 Penalty: 3543.641602
	Iteration 142Q: 3 clusters Score -7259352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -7259355.500000 Penalty: 3543.641602
	Iteration 143Q: 3 clusters Score -7259356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7259351.500000 Penalty: 3543.641602
	Iteration 144Q: 3 clusters Score -7259352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -7259365.500000 Penalty: 3543.641602
	Iteration 145Q: 3 clusters Score -7259366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -7259360.000000 Penalty: 3543.641602
	Iteration 146Q: 3 clusters Score -7259360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -7259351.500000 Penalty: 3543.641602
	Iteration 147Q: 3 clusters Score -7259352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -7259349.000000 Penalty: 3543.641602
	Iteration 148Q: 3 clusters Score -7259349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7259365.500000 Penalty: 3543.641602
	Iteration 149Q: 3 clusters Score -7259366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -7259376.500000 Penalty: 3543.641602
	Iteration 150Q: 3 clusters Score -7259376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7259389.500000 Penalty: 3543.641602
	Iteration 151Q: 3 clusters Score -7259390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7259393.500000 Penalty: 3543.641602
	Iteration 152Q: 3 clusters Score -7259394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -7259398.000000 Penalty: 3543.641602
	Iteration 153Q: 3 clusters Score -7259398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -7259406.500000 Penalty: 3543.641602
	Iteration 154Q: 3 clusters Score -7259406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -7259392.000000 Penalty: 3543.641602
	Iteration 155Q: 3 clusters Score -7259392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -7259395.000000 Penalty: 3543.641602
	Iteration 156Q: 3 clusters Score -7259395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -7259382.000000 Penalty: 3543.641602
	Iteration 157Q: 3 clusters Score -7259382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -7259396.500000 Penalty: 3543.641602
	Iteration 158Q: 3 clusters Score -7259396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -7259392.500000 Penalty: 3543.641602
	Iteration 159Q: 3 clusters Score -7259392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -7259388.500000 Penalty: 3543.641602
	Iteration 160F: 3 clusters Score -7259388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7259392.000000 Penalty: 3543.641602
	Iteration 161Q: 3 clusters Score -7259392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -7259388.500000 Penalty: 3543.641602
	Iteration 162Q: 3 clusters Score -7259388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -7259390.500000 Penalty: 3543.641602
	Iteration 163Q: 3 clusters Score -7259390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -7259394.500000 Penalty: 3543.641602
	Iteration 164Q: 3 clusters Score -7259394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7259397.500000 Penalty: 3543.641602
	Iteration 165Q: 3 clusters Score -7259398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -7259403.500000 Penalty: 3543.641602
	Iteration 166Q: 3 clusters Score -7259404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -7259411.500000 Penalty: 3543.641602
	Iteration 167Q: 3 clusters Score -7259412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -7259405.500000 Penalty: 3543.641602
	Iteration 168Q: 3 clusters Score -7259406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -7259403.000000 Penalty: 3543.641602
	Iteration 169Q: 3 clusters Score -7259403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -7259406.500000 Penalty: 3543.641602
	Iteration 170Q: 3 clusters Score -7259406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -7259414.500000 Penalty: 3543.641602
	Iteration 171Q: 3 clusters Score -7259414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -7259407.000000 Penalty: 3543.641602
	Iteration 172Q: 3 clusters Score -7259407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -7259405.500000 Penalty: 3543.641602
	Iteration 173Q: 3 clusters Score -7259406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -7259407.500000 Penalty: 3543.641602
	Iteration 174Q: 3 clusters Score -7259408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -7259403.500000 Penalty: 3543.641602
	Iteration 175Q: 3 clusters Score -7259404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -7259405.000000 Penalty: 3543.641602
	Iteration 176Q: 3 clusters Score -7259405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -7259412.500000 Penalty: 3543.641602
	Iteration 177Q: 3 clusters Score -7259412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -7259414.500000 Penalty: 3543.641602
	Iteration 178Q: 3 clusters Score -7259414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -7259401.500000 Penalty: 3543.641602
	Iteration 179Q: 3 clusters Score -7259402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -7259415.500000 Penalty: 3543.641602
	Iteration 180F: 3 clusters Score -7259416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -7259408.500000 Penalty: 3543.641602
	Iteration 181Q: 3 clusters Score -7259408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -7259407.500000 Penalty: 3543.641602
	Iteration 182Q: 3 clusters Score -7259408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -7259402.000000 Penalty: 3543.641602
	Iteration 183Q: 3 clusters Score -7259402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -7259410.500000 Penalty: 3543.641602
	Iteration 184Q: 3 clusters Score -7259410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7259405.500000 Penalty: 3543.641602
	Iteration 185Q: 3 clusters Score -7259406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7259403.500000 Penalty: 3543.641602
	Iteration 186Q: 3 clusters Score -7259404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -7259403.500000 Penalty: 3543.641602
	Iteration 187Q: 3 clusters Score -7259404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -7259404.500000 Penalty: 3543.641602
	Iteration 188Q: 3 clusters Score -7259404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -7259405.500000 Penalty: 3543.641602
	Iteration 189Q: 3 clusters Score -7259406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7259406.000000 Penalty: 3543.641602
	Iteration 190Q: 3 clusters Score -7259406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7259406.000000 Penalty: 3543.641602
	Iteration 191F: 3 clusters Score -7259406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -36376.843750 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -36376.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35500.656250 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -35500.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35826.281250 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -35826.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35986.042969 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -35986.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36132.324219 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -36132.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36207.500000 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -36207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36232.324219 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -36232.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36247.523438 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -36247.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36251.574219 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -36251.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36251.574219 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -36251.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14381.789062 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14381.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14561.755859 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14561.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14659.125977 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14659.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14719.894531 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14719.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14759.951172 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14759.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14806.157227 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14806.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14856.041016 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14856.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14882.551758 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -14882.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14882.551758 Penalty: 1808.469116
	Iteration 8F: 3 clusters Score -14882.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (60172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Entering Unmasked Estep 
Score: -8014802.500000 Penalty: 1788.306274
	Iteration 0F: 2 clusters Score -8014802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7975450.000000 Penalty: 3576.612549
	Iteration 0F: 3 clusters Score -7975450 nChanged 28433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7991679.500000 Penalty: 3576.612549
	Iteration 1F: 3 clusters Score -7991680 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -7992189.000000 Penalty: 3576.612549
	Iteration 2Q: 3 clusters Score -7992189 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -7992742.000000 Penalty: 3576.612549
	Iteration 3Q: 3 clusters Score -7992742 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7993532.500000 Penalty: 3576.612549
	Iteration 4Q: 3 clusters Score -7993532 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -7994634.000000 Penalty: 3576.612549
	Iteration 5Q: 3 clusters Score -7994634 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7996472.500000 Penalty: 3576.612549
	Iteration 6Q: 3 clusters Score -7996472 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7999339.500000 Penalty: 3576.612549
	Iteration 7F: 3 clusters Score -7999340 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -8002861.000000 Penalty: 3576.612549
	Iteration 8F: 3 clusters Score -8002861 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8005947.000000 Penalty: 3576.612549
	Iteration 9F: 3 clusters Score -8005947 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8008016.000000 Penalty: 3576.612549
	Iteration 10F: 3 clusters Score -8008016 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -8009113.500000 Penalty: 3576.612549
	Iteration 11Q: 3 clusters Score -8009114 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8009799.000000 Penalty: 3576.612549
	Iteration 12Q: 3 clusters Score -8009799 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8010268.000000 Penalty: 3576.612549
	Iteration 13Q: 3 clusters Score -8010268 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8010575.500000 Penalty: 3576.612549
	Iteration 14Q: 3 clusters Score -8010576 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8010858.000000 Penalty: 3576.612549
	Iteration 15Q: 3 clusters Score -8010858 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8011041.500000 Penalty: 3576.612549
	Iteration 16Q: 3 clusters Score -8011042 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8011258.500000 Penalty: 3576.612549
	Iteration 17Q: 3 clusters Score -8011258 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8011413.000000 Penalty: 3576.612549
	Iteration 18Q: 3 clusters Score -8011413 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -8011535.000000 Penalty: 3576.612549
	Iteration 19Q: 3 clusters Score -8011535 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8011670.500000 Penalty: 3576.612549
	Iteration 20F: 3 clusters Score -8011670 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8011817.500000 Penalty: 3576.612549
	Iteration 21Q: 3 clusters Score -8011818 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8011899.500000 Penalty: 3576.612549
	Iteration 22Q: 3 clusters Score -8011900 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8011987.500000 Penalty: 3576.612549
	Iteration 23Q: 3 clusters Score -8011988 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8012056.000000 Penalty: 3576.612549
	Iteration 24Q: 3 clusters Score -8012056 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8012114.000000 Penalty: 3576.612549
	Iteration 25Q: 3 clusters Score -8012114 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8012181.500000 Penalty: 3576.612549
	Iteration 26Q: 3 clusters Score -8012182 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8012237.000000 Penalty: 3576.612549
	Iteration 27Q: 3 clusters Score -8012237 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8012259.500000 Penalty: 3576.612549
	Iteration 28Q: 3 clusters Score -8012260 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8012280.500000 Penalty: 3576.612549
	Iteration 29Q: 3 clusters Score -8012280 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8012324.000000 Penalty: 3576.612549
	Iteration 30Q: 3 clusters Score -8012324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8012347.000000 Penalty: 3576.612549
	Iteration 31Q: 3 clusters Score -8012347 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8012390.000000 Penalty: 3576.612549
	Iteration 32Q: 3 clusters Score -8012390 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8012418.500000 Penalty: 3576.612549
	Iteration 33Q: 3 clusters Score -8012418 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8012435.000000 Penalty: 3576.612549
	Iteration 34Q: 3 clusters Score -8012435 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8012453.500000 Penalty: 3576.612549
	Iteration 35Q: 3 clusters Score -8012454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -8012461.500000 Penalty: 3576.612549
	Iteration 36Q: 3 clusters Score -8012462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -8012470.000000 Penalty: 3576.612549
	Iteration 37Q: 3 clusters Score -8012470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8012486.500000 Penalty: 3576.612549
	Iteration 38Q: 3 clusters Score -8012486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8012499.000000 Penalty: 3576.612549
	Iteration 39Q: 3 clusters Score -8012499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8012514.500000 Penalty: 3576.612549
	Iteration 40F: 3 clusters Score -8012514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8012511.500000 Penalty: 3576.612549
	Iteration 41Q: 3 clusters Score -8012512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8012524.500000 Penalty: 3576.612549
	Iteration 42Q: 3 clusters Score -8012524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8012546.500000 Penalty: 3576.612549
	Iteration 43Q: 3 clusters Score -8012546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8012551.000000 Penalty: 3576.612549
	Iteration 44Q: 3 clusters Score -8012551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8012564.000000 Penalty: 3576.612549
	Iteration 45Q: 3 clusters Score -8012564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8012571.500000 Penalty: 3576.612549
	Iteration 46Q: 3 clusters Score -8012572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8012586.000000 Penalty: 3576.612549
	Iteration 47Q: 3 clusters Score -8012586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8012614.000000 Penalty: 3576.612549
	Iteration 48Q: 3 clusters Score -8012614 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8012637.000000 Penalty: 3576.612549
	Iteration 49Q: 3 clusters Score -8012637 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8012658.000000 Penalty: 3576.612549
	Iteration 50Q: 3 clusters Score -8012658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8012708.000000 Penalty: 3576.612549
	Iteration 51Q: 3 clusters Score -8012708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8012759.500000 Penalty: 3576.612549
	Iteration 52Q: 3 clusters Score -8012760 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8012792.500000 Penalty: 3576.612549
	Iteration 53Q: 3 clusters Score -8012792 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8012867.000000 Penalty: 3576.612549
	Iteration 54Q: 3 clusters Score -8012867 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8012876.500000 Penalty: 3576.612549
	Iteration 55Q: 3 clusters Score -8012876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8012890.500000 Penalty: 3576.612549
	Iteration 56Q: 3 clusters Score -8012890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8012894.000000 Penalty: 3576.612549
	Iteration 57Q: 3 clusters Score -8012894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8012903.500000 Penalty: 3576.612549
	Iteration 58Q: 3 clusters Score -8012904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8012909.000000 Penalty: 3576.612549
	Iteration 59Q: 3 clusters Score -8012909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8012917.500000 Penalty: 3576.612549
	Iteration 60F: 3 clusters Score -8012918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8012920.000000 Penalty: 3576.612549
	Iteration 61Q: 3 clusters Score -8012920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8012927.000000 Penalty: 3576.612549
	Iteration 62Q: 3 clusters Score -8012927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8012922.500000 Penalty: 3576.612549
	Iteration 63Q: 3 clusters Score -8012922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8012917.500000 Penalty: 3576.612549
	Iteration 64Q: 3 clusters Score -8012918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8012916.000000 Penalty: 3576.612549
	Iteration 65Q: 3 clusters Score -8012916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -8012922.000000 Penalty: 3576.612549
	Iteration 66Q: 3 clusters Score -8012922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8012929.500000 Penalty: 3576.612549
	Iteration 67Q: 3 clusters Score -8012930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8012926.000000 Penalty: 3576.612549
	Iteration 68Q: 3 clusters Score -8012926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -8012927.500000 Penalty: 3576.612549
	Iteration 69Q: 3 clusters Score -8012928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8012933.000000 Penalty: 3576.612549
	Iteration 70Q: 3 clusters Score -8012933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8012924.500000 Penalty: 3576.612549
	Iteration 71Q: 3 clusters Score -8012924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8012928.500000 Penalty: 3576.612549
	Iteration 72Q: 3 clusters Score -8012928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8012936.000000 Penalty: 3576.612549
	Iteration 73Q: 3 clusters Score -8012936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -8012938.000000 Penalty: 3576.612549
	Iteration 74Q: 3 clusters Score -8012938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8012930.000000 Penalty: 3576.612549
	Iteration 75Q: 3 clusters Score -8012930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8012925.000000 Penalty: 3576.612549
	Iteration 76Q: 3 clusters Score -8012925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8012922.500000 Penalty: 3576.612549
	Iteration 77Q: 3 clusters Score -8012922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8012931.500000 Penalty: 3576.612549
	Iteration 78Q: 3 clusters Score -8012932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8012932.000000 Penalty: 3576.612549
	Iteration 79Q: 3 clusters Score -8012932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8012932.500000 Penalty: 3576.612549
	Iteration 80F: 3 clusters Score -8012932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8012921.500000 Penalty: 3576.612549
	Iteration 81Q: 3 clusters Score -8012922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8012904.000000 Penalty: 3576.612549
	Iteration 82Q: 3 clusters Score -8012904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -8012916.500000 Penalty: 3576.612549
	Iteration 83Q: 3 clusters Score -8012916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8012922.500000 Penalty: 3576.612549
	Iteration 84Q: 3 clusters Score -8012922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8012917.000000 Penalty: 3576.612549
	Iteration 85Q: 3 clusters Score -8012917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8012932.500000 Penalty: 3576.612549
	Iteration 86Q: 3 clusters Score -8012932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -8012939.500000 Penalty: 3576.612549
	Iteration 87Q: 3 clusters Score -8012940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8012960.000000 Penalty: 3576.612549
	Iteration 88Q: 3 clusters Score -8012960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8012955.500000 Penalty: 3576.612549
	Iteration 89Q: 3 clusters Score -8012956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -8012958.000000 Penalty: 3576.612549
	Iteration 90Q: 3 clusters Score -8012958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8012962.500000 Penalty: 3576.612549
	Iteration 91Q: 3 clusters Score -8012962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8012955.000000 Penalty: 3576.612549
	Iteration 92Q: 3 clusters Score -8012955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8012939.000000 Penalty: 3576.612549
	Iteration 93Q: 3 clusters Score -8012939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8012949.500000 Penalty: 3576.612549
	Iteration 94Q: 3 clusters Score -8012950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8012947.500000 Penalty: 3576.612549
	Iteration 95Q: 3 clusters Score -8012948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8012941.000000 Penalty: 3576.612549
	Iteration 96Q: 3 clusters Score -8012941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8012941.000000 Penalty: 3576.612549
	Iteration 97Q: 3 clusters Score -8012941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8012946.500000 Penalty: 3576.612549
	Iteration 98Q: 3 clusters Score -8012946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8012958.000000 Penalty: 3576.612549
	Iteration 99Q: 3 clusters Score -8012958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8012971.500000 Penalty: 3576.612549
	Iteration 100F: 3 clusters Score -8012972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8012986.500000 Penalty: 3576.612549
	Iteration 101Q: 3 clusters Score -8012986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8012988.000000 Penalty: 3576.612549
	Iteration 102Q: 3 clusters Score -8012988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -8012971.500000 Penalty: 3576.612549
	Iteration 103Q: 3 clusters Score -8012972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8012961.500000 Penalty: 3576.612549
	Iteration 104Q: 3 clusters Score -8012962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8012963.500000 Penalty: 3576.612549
	Iteration 105Q: 3 clusters Score -8012964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -8012956.000000 Penalty: 3576.612549
	Iteration 106Q: 3 clusters Score -8012956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8012962.000000 Penalty: 3576.612549
	Iteration 107Q: 3 clusters Score -8012962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -8012956.000000 Penalty: 3576.612549
	Iteration 108Q: 3 clusters Score -8012956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -8012958.000000 Penalty: 3576.612549
	Iteration 109Q: 3 clusters Score -8012958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8012960.000000 Penalty: 3576.612549
	Iteration 110Q: 3 clusters Score -8012960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8012959.000000 Penalty: 3576.612549
	Iteration 111Q: 3 clusters Score -8012959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8012951.500000 Penalty: 3576.612549
	Iteration 112Q: 3 clusters Score -8012952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -8012942.500000 Penalty: 3576.612549
	Iteration 113Q: 3 clusters Score -8012942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8012952.000000 Penalty: 3576.612549
	Iteration 114Q: 3 clusters Score -8012952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -8012946.000000 Penalty: 3576.612549
	Iteration 115Q: 3 clusters Score -8012946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -8012950.500000 Penalty: 3576.612549
	Iteration 116Q: 3 clusters Score -8012950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8012967.000000 Penalty: 3576.612549
	Iteration 117Q: 3 clusters Score -8012967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -8012954.000000 Penalty: 3576.612549
	Iteration 118Q: 3 clusters Score -8012954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -8012960.000000 Penalty: 3576.612549
	Iteration 119Q: 3 clusters Score -8012960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -8012960.500000 Penalty: 3576.612549
	Iteration 120F: 3 clusters Score -8012960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -8012957.500000 Penalty: 3576.612549
	Iteration 121Q: 3 clusters Score -8012958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8012972.500000 Penalty: 3576.612549
	Iteration 122Q: 3 clusters Score -8012972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -8012965.500000 Penalty: 3576.612549
	Iteration 123Q: 3 clusters Score -8012966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -8012962.000000 Penalty: 3576.612549
	Iteration 124Q: 3 clusters Score -8012962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8012961.000000 Penalty: 3576.612549
	Iteration 125Q: 3 clusters Score -8012961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -8012968.500000 Penalty: 3576.612549
	Iteration 126Q: 3 clusters Score -8012968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -8012970.500000 Penalty: 3576.612549
	Iteration 127Q: 3 clusters Score -8012970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -8012970.500000 Penalty: 3576.612549
	Iteration 128Q: 3 clusters Score -8012970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -8012963.500000 Penalty: 3576.612549
	Iteration 129Q: 3 clusters Score -8012964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -8012968.000000 Penalty: 3576.612549
	Iteration 130Q: 3 clusters Score -8012968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8012969.500000 Penalty: 3576.612549
	Iteration 131Q: 3 clusters Score -8012970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -8012971.500000 Penalty: 3576.612549
	Iteration 132Q: 3 clusters Score -8012972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -8012970.500000 Penalty: 3576.612549
	Iteration 133Q: 3 clusters Score -8012970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -8012973.500000 Penalty: 3576.612549
	Iteration 134Q: 3 clusters Score -8012974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8012961.500000 Penalty: 3576.612549
	Iteration 135Q: 3 clusters Score -8012962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8012943.000000 Penalty: 3576.612549
	Iteration 136Q: 3 clusters Score -8012943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8012944.500000 Penalty: 3576.612549
	Iteration 137Q: 3 clusters Score -8012944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8012953.500000 Penalty: 3576.612549
	Iteration 138Q: 3 clusters Score -8012954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8012956.000000 Penalty: 3576.612549
	Iteration 139Q: 3 clusters Score -8012956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -8012967.000000 Penalty: 3576.612549
	Iteration 140F: 3 clusters Score -8012967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -8012959.000000 Penalty: 3576.612549
	Iteration 141Q: 3 clusters Score -8012959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -8012971.000000 Penalty: 3576.612549
	Iteration 142Q: 3 clusters Score -8012971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8012965.000000 Penalty: 3576.612549
	Iteration 143Q: 3 clusters Score -8012965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8012975.500000 Penalty: 3576.612549
	Iteration 144Q: 3 clusters Score -8012976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -8012976.000000 Penalty: 3576.612549
	Iteration 145Q: 3 clusters Score -8012976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -8012987.500000 Penalty: 3576.612549
	Iteration 146Q: 3 clusters Score -8012988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8012984.500000 Penalty: 3576.612549
	Iteration 147Q: 3 clusters Score -8012984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8012985.500000 Penalty: 3576.612549
	Iteration 148Q: 3 clusters Score -8012986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8012981.500000 Penalty: 3576.612549
	Iteration 149Q: 3 clusters Score -8012982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8012983.000000 Penalty: 3576.612549
	Iteration 150Q: 3 clusters Score -8012983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -8012988.500000 Penalty: 3576.612549
	Iteration 151Q: 3 clusters Score -8012988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8012994.000000 Penalty: 3576.612549
	Iteration 152Q: 3 clusters Score -8012994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -8012986.000000 Penalty: 3576.612549
	Iteration 153Q: 3 clusters Score -8012986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8012984.000000 Penalty: 3576.612549
	Iteration 154Q: 3 clusters Score -8012984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8012984.000000 Penalty: 3576.612549
	Iteration 155Q: 3 clusters Score -8012984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8012975.500000 Penalty: 3576.612549
	Iteration 156Q: 3 clusters Score -8012976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8012982.500000 Penalty: 3576.612549
	Iteration 157Q: 3 clusters Score -8012982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8012986.500000 Penalty: 3576.612549
	Iteration 158Q: 3 clusters Score -8012986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8012980.500000 Penalty: 3576.612549
	Iteration 159Q: 3 clusters Score -8012980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -8012995.500000 Penalty: 3576.612549
	Iteration 160F: 3 clusters Score -8012996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -8012998.500000 Penalty: 3576.612549
	Iteration 161Q: 3 clusters Score -8012998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8012997.000000 Penalty: 3576.612549
	Iteration 162Q: 3 clusters Score -8012997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8013008.000000 Penalty: 3576.612549
	Iteration 163Q: 3 clusters Score -8013008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -8012997.500000 Penalty: 3576.612549
	Iteration 164Q: 3 clusters Score -8012998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -8012988.000000 Penalty: 3576.612549
	Iteration 165Q: 3 clusters Score -8012988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8012989.500000 Penalty: 3576.612549
	Iteration 166Q: 3 clusters Score -8012990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8012990.000000 Penalty: 3576.612549
	Iteration 167Q: 3 clusters Score -8012990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8012990.000000 Penalty: 3576.612549
	Iteration 168F: 3 clusters Score -8012990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 49700 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9074 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75720 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1645 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25275 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54367 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971752.000000 Penalty: 100184.984375
Iteration 319Q: 47 clusters Score -8.597175e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 50513 members 
Mstep: Class 3 contains 34095 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54242 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 93090 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18644 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50004 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75840 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25283 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6246 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 54716 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971552.000000 Penalty: 100184.984375
Iteration 320F: 47 clusters Score -8.597155e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 50341 members 
Mstep: Class 3 contains 34095 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54383 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 92918 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18707 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50347 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9112 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75916 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25278 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6226 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 55062 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971800.000000 Penalty: 100184.984375
Iteration 321Q: 47 clusters Score -8.59718e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 50299 members 
Mstep: Class 3 contains 34100 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54481 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 92720 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50634 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75904 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25284 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6215 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 55391 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971776.000000 Penalty: 100184.984375
Iteration 322Q: 47 clusters Score -8.597178e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 50238 members 
Mstep: Class 3 contains 34097 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54558 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 92549 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5550 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18831 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 50907 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9144 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75866 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25281 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6206 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 55681 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971400.000000 Penalty: 100184.984375
Iteration 323Q: 47 clusters Score -8.59714e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 50166 members 
Mstep: Class 3 contains 34096 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54590 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 92414 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18906 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51187 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9144 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75833 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25274 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6190 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 55959 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971328.000000 Penalty: 100184.984375
Iteration 324Q: 47 clusters Score -8.597133e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 50057 members 
Mstep: Class 3 contains 34098 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54626 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 92220 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18975 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7212 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51472 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75887 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25263 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6167 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 56190 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971176.000000 Penalty: 100184.984375
Iteration 325Q: 47 clusters Score -8.597118e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 49953 members 
Mstep: Class 3 contains 34100 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54658 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 92026 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19016 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 51750 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75898 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25254 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 56375 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971008.000000 Penalty: 100184.984375
Iteration 326Q: 47 clusters Score -8.597101e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 49835 members 
Mstep: Class 3 contains 34114 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54686 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 91800 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5738 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19060 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52041 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9165 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75908 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25260 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6141 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 56574 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970744.000000 Penalty: 100184.984375
Iteration 327Q: 47 clusters Score -8.597074e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 49708 members 
Mstep: Class 3 contains 34121 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54702 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 91599 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7169 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52345 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9166 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75914 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25265 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6129 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 56743 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971040.000000 Penalty: 100184.984375
Iteration 328Q: 47 clusters Score -8.597104e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 49598 members 
Mstep: Class 3 contains 34118 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54719 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 91449 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8933 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52571 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75929 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1691 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25257 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6105 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 56920 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970944.000000 Penalty: 100184.984375
Iteration 329Q: 47 clusters Score -8.597094e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 49540 members 
Mstep: Class 3 contains 34115 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54731 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 91298 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19230 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 52797 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9160 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75894 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1700 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25261 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6072 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57071 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970544.000000 Penalty: 100184.984375
Iteration 330Q: 47 clusters Score -8.597054e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 34125 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54761 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 91126 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19280 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8940 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53004 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9150 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75867 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1711 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25256 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6058 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57223 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970808.000000 Penalty: 100184.984375
Iteration 331Q: 47 clusters Score -8.597081e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 49455 members 
Mstep: Class 3 contains 34123 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54773 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90960 members 
Mstep: Class 9 contains 5938 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6035 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19331 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7134 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8942 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53224 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75811 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1724 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25258 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6032 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57363 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970472.000000 Penalty: 100184.984375
Iteration 332Q: 47 clusters Score -8.597047e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 34126 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54772 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90774 members 
Mstep: Class 9 contains 5944 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19384 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7126 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53436 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9149 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 75760 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25255 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 6016 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57460 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970272.000000 Penalty: 100184.984375
Iteration 333Q: 47 clusters Score -8.597027e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 49495 members 
Mstep: Class 3 contains 34125 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54755 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90599 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6092 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19427 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8955 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53626 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9139 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16551 members 
Mstep: Class 31 contains 75712 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25256 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5986 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57570 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970288.000000 Penalty: 100184.984375
Iteration 334Q: 47 clusters Score -8.597029e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 49491 members 
Mstep: Class 3 contains 34123 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54752 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90438 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6125 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7100 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53804 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16548 members 
Mstep: Class 31 contains 75635 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25259 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5959 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57720 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970472.000000 Penalty: 100184.984375
Iteration 335Q: 47 clusters Score -8.597047e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 49476 members 
Mstep: Class 3 contains 34117 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54742 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90234 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19530 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 53989 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16547 members 
Mstep: Class 31 contains 75531 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25264 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 57911 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970344.000000 Penalty: 100184.984375
Iteration 336Q: 47 clusters Score -8.597034e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 34116 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54716 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 90030 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6159 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19568 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54159 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16546 members 
Mstep: Class 31 contains 75421 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25262 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58107 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970456.000000 Penalty: 100184.984375
Iteration 337Q: 47 clusters Score -8.597046e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 34116 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54666 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 89837 members 
Mstep: Class 9 contains 5951 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6169 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54297 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16545 members 
Mstep: Class 31 contains 75343 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 642 members 
Mstep: Class 39 contains 25270 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58301 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970536.000000 Penalty: 100184.984375
Iteration 338Q: 47 clusters Score -8.597054e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 49506 members 
Mstep: Class 3 contains 34113 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54594 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 89629 members 
Mstep: Class 9 contains 5951 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6175 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19647 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7056 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54440 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9122 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 75263 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 643 members 
Mstep: Class 39 contains 25284 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5885 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58474 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970392.000000 Penalty: 100184.984375
Iteration 339Q: 47 clusters Score -8.597039e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 49535 members 
Mstep: Class 3 contains 34116 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54535 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 89387 members 
Mstep: Class 9 contains 5955 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7054 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54570 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75152 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1883 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25294 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5855 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58661 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970808.000000 Penalty: 100184.984375
Iteration 340F: 47 clusters Score -8.597081e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 49543 members 
Mstep: Class 3 contains 34120 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54516 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 89153 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54652 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75076 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25301 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5830 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58815 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970928.000000 Penalty: 100184.984375
Iteration 341Q: 47 clusters Score -8.597093e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 49548 members 
Mstep: Class 3 contains 34118 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54485 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 88911 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19795 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54771 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9128 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75026 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25300 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5795 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 58935 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971048.000000 Penalty: 100184.984375
Iteration 342Q: 47 clusters Score -8.597105e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 49564 members 
Mstep: Class 3 contains 34115 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 54451 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 88679 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7057 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54881 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74949 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1947 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25298 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59073 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971136.000000 Penalty: 100184.984375
Iteration 343Q: 47 clusters Score -8.597114e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 49591 members 
Mstep: Class 3 contains 34121 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54378 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 88444 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 54972 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74916 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1967 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25307 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5746 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59188 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971080.000000 Penalty: 100184.984375
Iteration 344Q: 47 clusters Score -8.597108e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 49574 members 
Mstep: Class 3 contains 34129 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54319 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 88197 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19870 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55051 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9122 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74891 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25311 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5726 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59311 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971128.000000 Penalty: 100184.984375
Iteration 345Q: 47 clusters Score -8.597113e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 49563 members 
Mstep: Class 3 contains 34129 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54264 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 87960 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6191 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19906 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55103 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74861 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2015 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25312 members 
Mstep: Class 40 contains 440 members 
Mstep: Class 41 contains 5704 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59438 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971336.000000 Penalty: 100184.984375
Iteration 346Q: 47 clusters Score -8.597134e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 49532 members 
Mstep: Class 3 contains 34135 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54235 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 87731 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7122 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55166 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9128 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74782 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2042 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25323 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5683 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59595 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971752.000000 Penalty: 100184.984375
Iteration 347Q: 47 clusters Score -8.597175e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 49492 members 
Mstep: Class 3 contains 34149 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54200 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 87519 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19966 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7148 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55223 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9136 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74718 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25320 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5662 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59745 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971736.000000 Penalty: 100184.984375
Iteration 348Q: 47 clusters Score -8.597174e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 49451 members 
Mstep: Class 3 contains 34156 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 87290 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19987 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55274 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74660 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25322 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5631 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 59918 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971808.000000 Penalty: 100184.984375
Iteration 349Q: 47 clusters Score -8.597181e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 49356 members 
Mstep: Class 3 contains 34160 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54123 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 87067 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6193 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7163 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55337 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74603 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25333 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5616 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60080 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971760.000000 Penalty: 100184.984375
Iteration 350Q: 47 clusters Score -8.597176e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 49267 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 54072 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 86845 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20030 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7155 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8971 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55398 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74571 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2161 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25336 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5607 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60236 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972024.000000 Penalty: 100184.984375
Iteration 351Q: 47 clusters Score -8.597202e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 49172 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53997 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 86634 members 
Mstep: Class 9 contains 5963 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20060 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7161 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55467 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9144 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74552 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25342 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5594 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60398 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972272.000000 Penalty: 100184.984375
Iteration 352Q: 47 clusters Score -8.597227e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 49040 members 
Mstep: Class 3 contains 34196 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53932 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 86427 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6177 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20104 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55532 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9148 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74522 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2215 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25358 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5581 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60548 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972376.000000 Penalty: 100184.984375
Iteration 353Q: 47 clusters Score -8.597238e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 48913 members 
Mstep: Class 3 contains 34210 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53845 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 86206 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20148 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55629 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74468 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25362 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5579 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60695 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972592.000000 Penalty: 100184.984375
Iteration 354Q: 47 clusters Score -8.597259e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 3 contains 34223 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53768 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 86005 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6184 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20192 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55721 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9157 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74465 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2270 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25370 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5571 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60828 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972696.000000 Penalty: 100184.984375
Iteration 355Q: 47 clusters Score -8.59727e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 48689 members 
Mstep: Class 3 contains 34226 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53711 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85787 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20242 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7198 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55785 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9156 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74488 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25389 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5547 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 60950 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972800.000000 Penalty: 100184.984375
Iteration 356Q: 47 clusters Score -8.59728e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 34221 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53675 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85589 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20285 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8954 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55818 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74507 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25410 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5529 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61044 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973104.000000 Penalty: 100184.984375
Iteration 357Q: 47 clusters Score -8.59731e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 48553 members 
Mstep: Class 3 contains 34220 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53651 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85402 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20326 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55827 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9162 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74529 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25418 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5506 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61154 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973288.000000 Penalty: 100184.984375
Iteration 358Q: 47 clusters Score -8.597329e+07 nChanged 1159
Entering ConstructFrom: 
Score: -85973288.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (65352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Entering Unmasked Estep 
Score: -8633388.000000 Penalty: 1801.725830
	Iteration 0F: 2 clusters Score -8633388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -8591880.000000 Penalty: 3603.451660
	Iteration 0F: 3 clusters Score -8591880 nChanged 31058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -8610398.000000 Penalty: 3603.451660
	Iteration 1F: 3 clusters Score -8610398 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8611849.000000 Penalty: 3603.451660
	Iteration 2F: 3 clusters Score -8611849 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -8613858.000000 Penalty: 3603.451660
	Iteration 3F: 3 clusters Score -8613858 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8616331.000000 Penalty: 3603.451660
	Iteration 4F: 3 clusters Score -8616331 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8618819.000000 Penalty: 3603.451660
	Iteration 5F: 3 clusters Score -8618819 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8621078.000000 Penalty: 3603.451660
	Iteration 6F: 3 clusters Score -8621078 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8622930.000000 Penalty: 3603.451660
	Iteration 7F: 3 clusters Score -8622930 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -8624471.000000 Penalty: 3603.451660
	Iteration 8Q: 3 clusters Score -8624471 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -8625822.000000 Penalty: 3603.451660
	Iteration 9Q: 3 clusters Score -8625822 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -8627230.000000 Penalty: 3603.451660
	Iteration 10Q: 3 clusters Score -8627230 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -8628661.000000 Penalty: 3603.451660
	Iteration 11Q: 3 clusters Score -8628661 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -8629739.000000 Penalty: 3603.451660
	Iteration 12Q: 3 clusters Score -8629739 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -8630526.000000 Penalty: 3603.451660
	Iteration 13Q: 3 clusters Score -8630526 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8630943.000000 Penalty: 3603.451660
	Iteration 14Q: 3 clusters Score -8630943 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -8631277.000000 Penalty: 3603.451660
	Iteration 15Q: 3 clusters Score -8631277 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -8631476.000000 Penalty: 3603.451660
	Iteration 16Q: 3 clusters Score -8631476 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -8631592.000000 Penalty: 3603.451660
	Iteration 17Q: 3 clusters Score -8631592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -8631687.000000 Penalty: 3603.451660
	Iteration 18Q: 3 clusters Score -8631687 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -8631852.000000 Penalty: 3603.451660
	Iteration 19Q: 3 clusters Score -8631852 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -8631949.000000 Penalty: 3603.451660
	Iteration 20F: 3 clusters Score -8631949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -8631982.000000 Penalty: 3603.451660
	Iteration 21Q: 3 clusters Score -8631982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -8632058.000000 Penalty: 3603.451660
	Iteration 22Q: 3 clusters Score -8632058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -8632098.000000 Penalty: 3603.451660
	Iteration 23Q: 3 clusters Score -8632098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8632158.000000 Penalty: 3603.451660
	Iteration 24Q: 3 clusters Score -8632158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -8632206.000000 Penalty: 3603.451660
	Iteration 25Q: 3 clusters Score -8632206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8632245.000000 Penalty: 3603.451660
	Iteration 26Q: 3 clusters Score -8632245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -8632283.000000 Penalty: 3603.451660
	Iteration 27Q: 3 clusters Score -8632283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -8632309.000000 Penalty: 3603.451660
	Iteration 28Q: 3 clusters Score -8632309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -8632329.000000 Penalty: 3603.451660
	Iteration 29Q: 3 clusters Score -8632329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8632345.000000 Penalty: 3603.451660
	Iteration 30Q: 3 clusters Score -8632345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8632360.000000 Penalty: 3603.451660
	Iteration 31Q: 3 clusters Score -8632360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8632379.000000 Penalty: 3603.451660
	Iteration 32Q: 3 clusters Score -8632379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -8632381.000000 Penalty: 3603.451660
	Iteration 33Q: 3 clusters Score -8632381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -8632376.000000 Penalty: 3603.451660
	Iteration 34Q: 3 clusters Score -8632376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -8632386.000000 Penalty: 3603.451660
	Iteration 35Q: 3 clusters Score -8632386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -8632389.000000 Penalty: 3603.451660
	Iteration 36Q: 3 clusters Score -8632389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -8632385.000000 Penalty: 3603.451660
	Iteration 37Q: 3 clusters Score -8632385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -8632388.000000 Penalty: 3603.451660
	Iteration 38Q: 3 clusters Score -8632388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8632393.000000 Penalty: 3603.451660
	Iteration 39Q: 3 clusters Score -8632393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -8632397.000000 Penalty: 3603.451660
	Iteration 40F: 3 clusters Score -8632397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8632393.000000 Penalty: 3603.451660
	Iteration 41Q: 3 clusters Score -8632393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -8632389.000000 Penalty: 3603.451660
	Iteration 42Q: 3 clusters Score -8632389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8632384.000000 Penalty: 3603.451660
	Iteration 43Q: 3 clusters Score -8632384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8632384.000000 Penalty: 3603.451660
	Iteration 44F: 3 clusters Score -8632384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Entering Unmasked Estep 
Score: -6468592.500000 Penalty: 1753.170532
	Iteration 0F: 2 clusters Score -6468592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -6437320.500000 Penalty: 3506.341064
	Iteration 0F: 3 clusters Score -6437320 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6450374.500000 Penalty: 3506.341064
	Iteration 1F: 3 clusters Score -6450374 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6450813.000000 Penalty: 3506.341064
	Iteration 2Q: 3 clusters Score -6450813 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -6451411.000000 Penalty: 3506.341064
	Iteration 3Q: 3 clusters Score -6451411 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6452065.500000 Penalty: 3506.341064
	Iteration 4Q: 3 clusters Score -6452066 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -6452910.500000 Penalty: 3506.341064
	Iteration 5Q: 3 clusters Score -6452910 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6454169.500000 Penalty: 3506.341064
	Iteration 6F: 3 clusters Score -6454170 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -6455769.500000 Penalty: 3506.341064
	Iteration 7F: 3 clusters Score -6455770 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -6458009.500000 Penalty: 3506.341064
	Iteration 8F: 3 clusters Score -6458010 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -6460576.000000 Penalty: 3506.341064
	Iteration 9F: 3 clusters Score -6460576 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6462806.000000 Penalty: 3506.341064
	Iteration 10F: 3 clusters Score -6462806 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -6464298.500000 Penalty: 3506.341064
	Iteration 11Q: 3 clusters Score -6464298 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6465311.500000 Penalty: 3506.341064
	Iteration 12Q: 3 clusters Score -6465312 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6466002.500000 Penalty: 3506.341064
	Iteration 13Q: 3 clusters Score -6466002 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6466363.500000 Penalty: 3506.341064
	Iteration 14Q: 3 clusters Score -6466364 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6466594.000000 Penalty: 3506.341064
	Iteration 15Q: 3 clusters Score -6466594 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6466715.000000 Penalty: 3506.341064
	Iteration 16Q: 3 clusters Score -6466715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6466800.000000 Penalty: 3506.341064
	Iteration 17Q: 3 clusters Score -6466800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6466857.000000 Penalty: 3506.341064
	Iteration 18Q: 3 clusters Score -6466857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6466905.000000 Penalty: 3506.341064
	Iteration 19Q: 3 clusters Score -6466905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6466946.500000 Penalty: 3506.341064
	Iteration 20F: 3 clusters Score -6466946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6466954.500000 Penalty: 3506.341064
	Iteration 21Q: 3 clusters Score -6466954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6466973.000000 Penalty: 3506.341064
	Iteration 22Q: 3 clusters Score -6466973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6466989.000000 Penalty: 3506.341064
	Iteration 23Q: 3 clusters Score -6466989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6466995.000000 Penalty: 3506.341064
	Iteration 24Q: 3 clusters Score -6466995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6467006.000000 Penalty: 3506.341064
	Iteration 25Q: 3 clusters Score -6467006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6467023.500000 Penalty: 3506.341064
	Iteration 26Q: 3 clusters Score -6467024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6467030.000000 Penalty: 3506.341064
	Iteration 27Q: 3 clusters Score -6467030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6467021.500000 Penalty: 3506.341064
	Iteration 28Q: 3 clusters Score -6467022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6467042.500000 Penalty: 3506.341064
	Iteration 29Q: 3 clusters Score -6467042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6467051.500000 Penalty: 3506.341064
	Iteration 30Q: 3 clusters Score -6467052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6467060.500000 Penalty: 3506.341064
	Iteration 31Q: 3 clusters Score -6467060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6467060.000000 Penalty: 3506.341064
	Iteration 32Q: 3 clusters Score -6467060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6467067.000000 Penalty: 3506.341064
	Iteration 33Q: 3 clusters Score -6467067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6467061.000000 Penalty: 3506.341064
	Iteration 34Q: 3 clusters Score -6467061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6467068.000000 Penalty: 3506.341064
	Iteration 35Q: 3 clusters Score -6467068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6467069.500000 Penalty: 3506.341064
	Iteration 36Q: 3 clusters Score -6467070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6467071.500000 Penalty: 3506.341064
	Iteration 37Q: 3 clusters Score -6467072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6467078.500000 Penalty: 3506.341064
	Iteration 38Q: 3 clusters Score -6467078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6467078.000000 Penalty: 3506.341064
	Iteration 39Q: 3 clusters Score -6467078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6467077.500000 Penalty: 3506.341064
	Iteration 40F: 3 clusters Score -6467078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6467077.500000 Penalty: 3506.341064
	Iteration 41Q: 3 clusters Score -6467078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6467077.000000 Penalty: 3506.341064
	Iteration 42Q: 3 clusters Score -6467077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6467075.500000 Penalty: 3506.341064
	Iteration 43Q: 3 clusters Score -6467076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6467075.500000 Penalty: 3506.341064
	Iteration 44F: 3 clusters Score -6467076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Entering Unmasked Estep 
Score: -4471510.000000 Penalty: 1696.634644
	Iteration 0F: 2 clusters Score -4471510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4448701.000000 Penalty: 3393.269287
	Iteration 0F: 3 clusters Score -4448701 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4457737.000000 Penalty: 3393.269287
	Iteration 1F: 3 clusters Score -4457737 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4458646.000000 Penalty: 3393.269287
	Iteration 2F: 3 clusters Score -4458646 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4459979.500000 Penalty: 3393.269287
	Iteration 3F: 3 clusters Score -4459980 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4461720.500000 Penalty: 3393.269287
	Iteration 4F: 3 clusters Score -4461720 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4463925.500000 Penalty: 3393.269287
	Iteration 5F: 3 clusters Score -4463926 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4466035.500000 Penalty: 3393.269287
	Iteration 6F: 3 clusters Score -4466036 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4467523.500000 Penalty: 3393.269287
	Iteration 7F: 3 clusters Score -4467524 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4468273.500000 Penalty: 3393.269287
	Iteration 8Q: 3 clusters Score -4468274 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4468790.000000 Penalty: 3393.269287
	Iteration 9Q: 3 clusters Score -4468790 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4469073.500000 Penalty: 3393.269287
	Iteration 10Q: 3 clusters Score -4469074 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -4469292.500000 Penalty: 3393.269287
	Iteration 11Q: 3 clusters Score -4469292 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -4469529.000000 Penalty: 3393.269287
	Iteration 12Q: 3 clusters Score -4469529 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4469751.000000 Penalty: 3393.269287
	Iteration 13Q: 3 clusters Score -4469751 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4470020.000000 Penalty: 3393.269287
	Iteration 14Q: 3 clusters Score -4470020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4470278.000000 Penalty: 3393.269287
	Iteration 15Q: 3 clusters Score -4470278 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4470497.500000 Penalty: 3393.269287
	Iteration 16Q: 3 clusters Score -4470498 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4470715.000000 Penalty: 3393.269287
	Iteration 17Q: 3 clusters Score -4470715 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4470877.000000 Penalty: 3393.269287
	Iteration 18Q: 3 clusters Score -4470877 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4471035.000000 Penalty: 3393.269287
	Iteration 19Q: 3 clusters Score -4471035 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4471122.000000 Penalty: 3393.269287
	Iteration 20F: 3 clusters Score -4471122 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4471215.500000 Penalty: 3393.269287
	Iteration 21Q: 3 clusters Score -4471216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4471248.500000 Penalty: 3393.269287
	Iteration 22Q: 3 clusters Score -4471248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4471269.500000 Penalty: 3393.269287
	Iteration 23Q: 3 clusters Score -4471270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4471276.000000 Penalty: 3393.269287
	Iteration 24Q: 3 clusters Score -4471276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4471288.000000 Penalty: 3393.269287
	Iteration 25Q: 3 clusters Score -4471288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4471297.000000 Penalty: 3393.269287
	Iteration 26Q: 3 clusters Score -4471297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4471298.000000 Penalty: 3393.269287
	Iteration 27Q: 3 clusters Score -4471298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4471303.500000 Penalty: 3393.269287
	Iteration 28Q: 3 clusters Score -4471304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4471307.000000 Penalty: 3393.269287
	Iteration 29Q: 3 clusters Score -4471307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4471309.000000 Penalty: 3393.269287
	Iteration 30Q: 3 clusters Score -4471309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4471308.500000 Penalty: 3393.269287
	Iteration 31Q: 3 clusters Score -4471308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4471314.500000 Penalty: 3393.269287
	Iteration 32Q: 3 clusters Score -4471314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4471315.000000 Penalty: 3393.269287
	Iteration 33Q: 3 clusters Score -4471315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4471318.500000 Penalty: 3393.269287
	Iteration 34Q: 3 clusters Score -4471318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4471326.500000 Penalty: 3393.269287
	Iteration 35Q: 3 clusters Score -4471326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4471332.500000 Penalty: 3393.269287
	Iteration 36Q: 3 clusters Score -4471332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4471332.000000 Penalty: 3393.269287
	Iteration 37Q: 3 clusters Score -4471332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4471331.000000 Penalty: 3393.269287
	Iteration 38Q: 3 clusters Score -4471331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4471334.000000 Penalty: 3393.269287
	Iteration 39Q: 3 clusters Score -4471334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4471337.000000 Penalty: 3393.269287
	Iteration 40F: 3 clusters Score -4471337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -4471339.000000 Penalty: 3393.269287
	Iteration 41Q: 3 clusters Score -4471339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4471341.000000 Penalty: 3393.269287
	Iteration 42Q: 3 clusters Score -4471341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4471337.500000 Penalty: 3393.269287
	Iteration 43Q: 3 clusters Score -4471338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4471340.500000 Penalty: 3393.269287
	Iteration 44Q: 3 clusters Score -4471340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4471340.500000 Penalty: 3393.269287
	Iteration 45F: 3 clusters Score -4471340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -85075.187500 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -85075.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83838.460938 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -83838.46 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84176.968750 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -84176.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84336.343750 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -84336.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84399.515625 Penalty: 2161.340576
	Iteration 3F: 3 clusters Score -84399.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84444.851562 Penalty: 2161.340576
	Iteration 4Q: 3 clusters Score -84444.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84488.523438 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -84488.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84542.445312 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -84542.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84590.492188 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -84590.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84657.554688 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -84657.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84800.257812 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -84800.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84955.953125 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -84955.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85080.382812 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -85080.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85177.773438 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -85177.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85254.046875 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -85254.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85320.703125 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -85320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85378.671875 Penalty: 2161.340576
	Iteration 15Q: 3 clusters Score -85378.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85437.367188 Penalty: 2161.340576
	Iteration 16Q: 3 clusters Score -85437.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85454.195312 Penalty: 2161.340576
	Iteration 17Q: 3 clusters Score -85454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85462.742188 Penalty: 2161.340576
	Iteration 18Q: 3 clusters Score -85462.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85472.593750 Penalty: 2161.340576
	Iteration 19Q: 3 clusters Score -85472.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85523.820312 Penalty: 2161.340576
	Iteration 20F: 3 clusters Score -85523.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85619.742188 Penalty: 2161.340576
	Iteration 21Q: 3 clusters Score -85619.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85651.398438 Penalty: 2161.340576
	Iteration 22Q: 3 clusters Score -85651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85666.351562 Penalty: 2161.340576
	Iteration 23Q: 3 clusters Score -85666.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85676.148438 Penalty: 2161.340576
	Iteration 24Q: 3 clusters Score -85676.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85688.460938 Penalty: 2161.340576
	Iteration 25Q: 3 clusters Score -85688.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85688.460938 Penalty: 2161.340576
	Iteration 26F: 3 clusters Score -85688.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 53627 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85259 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55839 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74536 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2345 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25421 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5486 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61253 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57451 members 
Mstep: Class 47 contains 426 members 
Entering Unmasked Estep 
Score: -85973072.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85973288.000000 to -85973072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (53627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Entering Unmasked Estep 
Score: -7137340.000000 Penalty: 1769.593750
	Iteration 0F: 2 clusters Score -7137340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -7102495.500000 Penalty: 3539.187500
	Iteration 0F: 3 clusters Score -7102496 nChanged 25124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -7116896.500000 Penalty: 3539.187500
	Iteration 1F: 3 clusters Score -7116896 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7117554.000000 Penalty: 3539.187500
	Iteration 2Q: 3 clusters Score -7117554 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -7118503.000000 Penalty: 3539.187500
	Iteration 3Q: 3 clusters Score -7118503 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7120077.500000 Penalty: 3539.187500
	Iteration 4F: 3 clusters Score -7120078 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -7122692.000000 Penalty: 3539.187500
	Iteration 5F: 3 clusters Score -7122692 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -7126622.000000 Penalty: 3539.187500
	Iteration 6F: 3 clusters Score -7126622 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -7130689.500000 Penalty: 3539.187500
	Iteration 7F: 3 clusters Score -7130690 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -7133707.000000 Penalty: 3539.187500
	Iteration 8F: 3 clusters Score -7133707 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -7135139.000000 Penalty: 3539.187500
	Iteration 9Q: 3 clusters Score -7135139 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7135583.500000 Penalty: 3539.187500
	Iteration 10Q: 3 clusters Score -7135584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -7135738.500000 Penalty: 3539.187500
	Iteration 11Q: 3 clusters Score -7135738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -7135804.500000 Penalty: 3539.187500
	Iteration 12Q: 3 clusters Score -7135804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7135835.500000 Penalty: 3539.187500
	Iteration 13Q: 3 clusters Score -7135836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -7135856.000000 Penalty: 3539.187500
	Iteration 14Q: 3 clusters Score -7135856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -7135872.500000 Penalty: 3539.187500
	Iteration 15Q: 3 clusters Score -7135872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -7135879.500000 Penalty: 3539.187500
	Iteration 16Q: 3 clusters Score -7135880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -7135879.500000 Penalty: 3539.187500
	Iteration 17Q: 3 clusters Score -7135880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -7135888.500000 Penalty: 3539.187500
	Iteration 18Q: 3 clusters Score -7135888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7135890.000000 Penalty: 3539.187500
	Iteration 19Q: 3 clusters Score -7135890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7135890.000000 Penalty: 3539.187500
	Iteration 20F: 3 clusters Score -7135890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -243711.468750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -243711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241921.656250 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -241921.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242476.671875 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -242476.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242699.859375 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -242699.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242792.187500 Penalty: 2405.201660
	Iteration 3F: 3 clusters Score -242792.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242840.109375 Penalty: 2405.201660
	Iteration 4Q: 3 clusters Score -242840.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242877.187500 Penalty: 2405.201660
	Iteration 5Q: 3 clusters Score -242877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242895.359375 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -242895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242910.125000 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -242910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242931.218750 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -242931.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -242953.953125 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -242954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242979.921875 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -242979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242992.953125 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -242993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -243008.015625 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -243008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243016.140625 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -243016.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -243020.093750 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -243020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -243023.468750 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -243023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -243025.375000 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -243025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243025.828125 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -243025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243025.828125 Penalty: 2405.201660
	Iteration 18F: 3 clusters Score -243025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -104834.882812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -104834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103495.773438 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -103495.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103802.859375 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -103802.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104012.953125 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -104013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104208.789062 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -104208.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104329.070312 Penalty: 2191.436279
	Iteration 4F: 3 clusters Score -104329.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104410.984375 Penalty: 2191.436279
	Iteration 5F: 3 clusters Score -104411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104446.640625 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -104446.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104472.140625 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -104472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104480.992188 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -104481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104489.054688 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -104489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104498.218750 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -104498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104501.812500 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -104501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104505.679688 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -104505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104506.421875 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -104506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104506.421875 Penalty: 2191.436279
	Iteration 14F: 3 clusters Score -104506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Entering Unmasked Estep 
Score: -11275706.000000 Penalty: 1844.935425
	Iteration 0F: 2 clusters Score -1.127571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11223836.000000 Penalty: 3689.870850
	Iteration 0F: 3 clusters Score -1.122384e+07 nChanged 40133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -11248055.000000 Penalty: 3689.870850
	Iteration 1F: 3 clusters Score -1.124806e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -11249321.000000 Penalty: 3689.870850
	Iteration 2Q: 3 clusters Score -1.124932e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -11251375.000000 Penalty: 3689.870850
	Iteration 3Q: 3 clusters Score -1.125138e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -11254158.000000 Penalty: 3689.870850
	Iteration 4F: 3 clusters Score -1.125416e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -11257865.000000 Penalty: 3689.870850
	Iteration 5F: 3 clusters Score -1.125786e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -11262189.000000 Penalty: 3689.870850
	Iteration 6F: 3 clusters Score -1.126219e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -11265893.000000 Penalty: 3689.870850
	Iteration 7F: 3 clusters Score -1.126589e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -11268257.000000 Penalty: 3689.870850
	Iteration 8F: 3 clusters Score -1.126826e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -11269562.000000 Penalty: 3689.870850
	Iteration 9Q: 3 clusters Score -1.126956e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -11270200.000000 Penalty: 3689.870850
	Iteration 10Q: 3 clusters Score -1.12702e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -11270689.000000 Penalty: 3689.870850
	Iteration 11Q: 3 clusters Score -1.127069e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -11270981.000000 Penalty: 3689.870850
	Iteration 12Q: 3 clusters Score -1.127098e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -11271399.000000 Penalty: 3689.870850
	Iteration 13Q: 3 clusters Score -1.12714e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -11271753.000000 Penalty: 3689.870850
	Iteration 14Q: 3 clusters Score -1.127175e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -11272085.000000 Penalty: 3689.870850
	Iteration 15Q: 3 clusters Score -1.127208e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -11272387.000000 Penalty: 3689.870850
	Iteration 16Q: 3 clusters Score -1.127239e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -11272651.000000 Penalty: 3689.870850
	Iteration 17Q: 3 clusters Score -1.127265e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -11272843.000000 Penalty: 3689.870850
	Iteration 18Q: 3 clusters Score -1.127284e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -11272907.000000 Penalty: 3689.870850
	Iteration 19Q: 3 clusters Score -1.127291e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -11273089.000000 Penalty: 3689.870850
	Iteration 20F: 3 clusters Score -1.127309e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -11273180.000000 Penalty: 3689.870850
	Iteration 21Q: 3 clusters Score -1.127318e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -11273213.000000 Penalty: 3689.870850
	Iteration 22Q: 3 clusters Score -1.127321e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -11273256.000000 Penalty: 3689.870850
	Iteration 23Q: 3 clusters Score -1.127326e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -11273305.000000 Penalty: 3689.870850
	Iteration 24Q: 3 clusters Score -1.12733e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -11273326.000000 Penalty: 3689.870850
	Iteration 25Q: 3 clusters Score -1.127333e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -11273307.000000 Penalty: 3689.870850
	Iteration 26Q: 3 clusters Score -1.127331e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -11273401.000000 Penalty: 3689.870850
	Iteration 27Q: 3 clusters Score -1.12734e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -11273393.000000 Penalty: 3689.870850
	Iteration 28Q: 3 clusters Score -1.127339e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -11273423.000000 Penalty: 3689.870850
	Iteration 29Q: 3 clusters Score -1.127342e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -11273460.000000 Penalty: 3689.870850
	Iteration 30Q: 3 clusters Score -1.127346e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -11273511.000000 Penalty: 3689.870850
	Iteration 31Q: 3 clusters Score -1.127351e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -11273534.000000 Penalty: 3689.870850
	Iteration 32Q: 3 clusters Score -1.127353e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -11273629.000000 Penalty: 3689.870850
	Iteration 33Q: 3 clusters Score -1.127363e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -11273716.000000 Penalty: 3689.870850
	Iteration 34Q: 3 clusters Score -1.127372e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -11273881.000000 Penalty: 3689.870850
	Iteration 35Q: 3 clusters Score -1.127388e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -11274046.000000 Penalty: 3689.870850
	Iteration 36Q: 3 clusters Score -1.127405e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -11274209.000000 Penalty: 3689.870850
	Iteration 37Q: 3 clusters Score -1.127421e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -11274275.000000 Penalty: 3689.870850
	Iteration 38Q: 3 clusters Score -1.127428e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -11274352.000000 Penalty: 3689.870850
	Iteration 39Q: 3 clusters Score -1.127435e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -11274419.000000 Penalty: 3689.870850
	Iteration 40F: 3 clusters Score -1.127442e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -11274454.000000 Penalty: 3689.870850
	Iteration 41Q: 3 clusters Score -1.127445e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -11274520.000000 Penalty: 3689.870850
	Iteration 42Q: 3 clusters Score -1.127452e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -11274540.000000 Penalty: 3689.870850
	Iteration 43Q: 3 clusters Score -1.127454e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -11274605.000000 Penalty: 3689.870850
	Iteration 44Q: 3 clusters Score -1.12746e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -11274638.000000 Penalty: 3689.870850
	Iteration 45Q: 3 clusters Score -1.127464e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -11274670.000000 Penalty: 3689.870850
	Iteration 46Q: 3 clusters Score -1.127467e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -11274678.000000 Penalty: 3689.870850
	Iteration 47Q: 3 clusters Score -1.127468e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -11274692.000000 Penalty: 3689.870850
	Iteration 48Q: 3 clusters Score -1.127469e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -11274723.000000 Penalty: 3689.870850
	Iteration 49Q: 3 clusters Score -1.127472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -11274734.000000 Penalty: 3689.870850
	Iteration 50Q: 3 clusters Score -1.127473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -11274740.000000 Penalty: 3689.870850
	Iteration 51Q: 3 clusters Score -1.127474e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -11274749.000000 Penalty: 3689.870850
	Iteration 52Q: 3 clusters Score -1.127475e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -11274780.000000 Penalty: 3689.870850
	Iteration 53Q: 3 clusters Score -1.127478e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -11274803.000000 Penalty: 3689.870850
	Iteration 54Q: 3 clusters Score -1.12748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -11274801.000000 Penalty: 3689.870850
	Iteration 55Q: 3 clusters Score -1.12748e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -11274804.000000 Penalty: 3689.870850
	Iteration 56Q: 3 clusters Score -1.12748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -11274818.000000 Penalty: 3689.870850
	Iteration 57Q: 3 clusters Score -1.127482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -11274808.000000 Penalty: 3689.870850
	Iteration 58Q: 3 clusters Score -1.127481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -11274820.000000 Penalty: 3689.870850
	Iteration 59Q: 3 clusters Score -1.127482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -11274844.000000 Penalty: 3689.870850
	Iteration 60F: 3 clusters Score -1.127484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -11274858.000000 Penalty: 3689.870850
	Iteration 61Q: 3 clusters Score -1.127486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -11274855.000000 Penalty: 3689.870850
	Iteration 62Q: 3 clusters Score -1.127486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -11274853.000000 Penalty: 3689.870850
	Iteration 63Q: 3 clusters Score -1.127485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -11274852.000000 Penalty: 3689.870850
	Iteration 64Q: 3 clusters Score -1.127485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -11274853.000000 Penalty: 3689.870850
	Iteration 65Q: 3 clusters Score -1.127485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -11274863.000000 Penalty: 3689.870850
	Iteration 66Q: 3 clusters Score -1.127486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -11274868.000000 Penalty: 3689.870850
	Iteration 67Q: 3 clusters Score -1.127487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -11274878.000000 Penalty: 3689.870850
	Iteration 68Q: 3 clusters Score -1.127488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -11274865.000000 Penalty: 3689.870850
	Iteration 69Q: 3 clusters Score -1.127486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -11274872.000000 Penalty: 3689.870850
	Iteration 70Q: 3 clusters Score -1.127487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -11274880.000000 Penalty: 3689.870850
	Iteration 71Q: 3 clusters Score -1.127488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -11274885.000000 Penalty: 3689.870850
	Iteration 72Q: 3 clusters Score -1.127488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -11274888.000000 Penalty: 3689.870850
	Iteration 73Q: 3 clusters Score -1.127489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -11274885.000000 Penalty: 3689.870850
	Iteration 74Q: 3 clusters Score -1.127488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -11274891.000000 Penalty: 3689.870850
	Iteration 75Q: 3 clusters Score -1.127489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -11274878.000000 Penalty: 3689.870850
	Iteration 76Q: 3 clusters Score -1.127488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -11274874.000000 Penalty: 3689.870850
	Iteration 77Q: 3 clusters Score -1.127487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -11274882.000000 Penalty: 3689.870850
	Iteration 78Q: 3 clusters Score -1.127488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -11274875.000000 Penalty: 3689.870850
	Iteration 79Q: 3 clusters Score -1.127488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -11274874.000000 Penalty: 3689.870850
	Iteration 80F: 3 clusters Score -1.127487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -11274873.000000 Penalty: 3689.870850
	Iteration 81Q: 3 clusters Score -1.127487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -11274871.000000 Penalty: 3689.870850
	Iteration 82Q: 3 clusters Score -1.127487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -11274874.000000 Penalty: 3689.870850
	Iteration 83Q: 3 clusters Score -1.127487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -11274874.000000 Penalty: 3689.870850
	Iteration 84F: 3 clusters Score -1.127487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -764470.500000 Penalty: 1413.562744
	Iteration 0F: 2 clusters Score -764470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -759855.625000 Penalty: 2827.125488
	Iteration 0F: 3 clusters Score -759855.6 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -761386.937500 Penalty: 2827.125488
	Iteration 1F: 3 clusters Score -761386.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -761787.000000 Penalty: 2827.125488
	Iteration 2F: 3 clusters Score -761787 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -762185.687500 Penalty: 2827.125488
	Iteration 3F: 3 clusters Score -762185.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -762664.750000 Penalty: 2827.125488
	Iteration 4F: 3 clusters Score -762664.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -763288.875000 Penalty: 2827.125488
	Iteration 5F: 3 clusters Score -763288.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -763941.625000 Penalty: 2827.125488
	Iteration 6F: 3 clusters Score -763941.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -764379.125000 Penalty: 2827.125488
	Iteration 7F: 3 clusters Score -764379.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -764573.062500 Penalty: 2827.125488
	Iteration 8Q: 3 clusters Score -764573.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -764659.875000 Penalty: 2827.125488
	Iteration 9Q: 3 clusters Score -764659.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -764696.687500 Penalty: 2827.125488
	Iteration 10Q: 3 clusters Score -764696.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -764721.625000 Penalty: 2827.125488
	Iteration 11Q: 3 clusters Score -764721.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -764735.625000 Penalty: 2827.125488
	Iteration 12Q: 3 clusters Score -764735.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -764742.562500 Penalty: 2827.125488
	Iteration 13Q: 3 clusters Score -764742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764747.500000 Penalty: 2827.125488
	Iteration 14Q: 3 clusters Score -764747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -764752.625000 Penalty: 2827.125488
	Iteration 15Q: 3 clusters Score -764752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -764755.687500 Penalty: 2827.125488
	Iteration 16Q: 3 clusters Score -764755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -764759.312500 Penalty: 2827.125488
	Iteration 17Q: 3 clusters Score -764759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -764761.750000 Penalty: 2827.125488
	Iteration 18Q: 3 clusters Score -764761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -764762.125000 Penalty: 2827.125488
	Iteration 19Q: 3 clusters Score -764762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -764763.125000 Penalty: 2827.125488
	Iteration 20F: 3 clusters Score -764763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -764764.000000 Penalty: 2827.125488
	Iteration 21Q: 3 clusters Score -764764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -764765.000000 Penalty: 2827.125488
	Iteration 22Q: 3 clusters Score -764765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -764765.000000 Penalty: 2827.125488
	Iteration 23Q: 3 clusters Score -764765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -764765.000000 Penalty: 2827.125488
	Iteration 24F: 3 clusters Score -764765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53627 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85259 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55839 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74536 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2345 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25421 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5486 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61253 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57451 members 
Mstep: Class 47 contains 1602 members 
Entering Unmasked Estep 
Score: -85973072.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85973288.000000 to -85973072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -649733.250000 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -649733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -645723.062500 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -645723.1 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -646893.250000 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -646893.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -647157.062500 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -647157.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -647394.750000 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -647394.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -647643.187500 Penalty: 2767.892822
	Iteration 4F: 3 clusters Score -647643.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -647882.812500 Penalty: 2767.892822
	Iteration 5F: 3 clusters Score -647882.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -648069.000000 Penalty: 2767.892822
	Iteration 6F: 3 clusters Score -648069 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -648207.437500 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -648207.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -648291.312500 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -648291.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -648346.500000 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -648346.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -648386.125000 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -648386.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -648409.625000 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -648409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -648424.312500 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -648424.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -648432.687500 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -648432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -648441.437500 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -648441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -648447.375000 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -648447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -648452.875000 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -648452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -648455.125000 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -648455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -648459.000000 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -648459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -648460.312500 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -648460.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -648465.500000 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -648465.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -648468.125000 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -648468.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -648476.000000 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -648476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -648485.375000 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -648485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -648489.937500 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -648489.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -648495.750000 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -648495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -648498.437500 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -648498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -648500.062500 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -648500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -648500.937500 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -648500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -648501.062500 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -648501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -648501.062500 Penalty: 2767.892822
	Iteration 30F: 3 clusters Score -648501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17654.964844 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17654.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17879.285156 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17879.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17985.058594 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17985.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18008.175781 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -18008.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18015.222656 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -18015.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18022.111328 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18022.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18024.312500 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18024.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18024.312500 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -18024.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -822284.250000 Penalty: 1419.705566
	Iteration 0F: 2 clusters Score -822284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -817494.187500 Penalty: 2839.411133
	Iteration 0F: 3 clusters Score -817494.2 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -818871.437500 Penalty: 2839.411133
	Iteration 1F: 3 clusters Score -818871.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -819051.437500 Penalty: 2839.411133
	Iteration 2F: 3 clusters Score -819051.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -819189.812500 Penalty: 2839.411133
	Iteration 3F: 3 clusters Score -819189.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -819307.250000 Penalty: 2839.411133
	Iteration 4Q: 3 clusters Score -819307.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -819409.562500 Penalty: 2839.411133
	Iteration 5Q: 3 clusters Score -819409.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -819524.062500 Penalty: 2839.411133
	Iteration 6Q: 3 clusters Score -819524.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -819655.750000 Penalty: 2839.411133
	Iteration 7Q: 3 clusters Score -819655.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -819793.500000 Penalty: 2839.411133
	Iteration 8Q: 3 clusters Score -819793.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -819943.125000 Penalty: 2839.411133
	Iteration 9Q: 3 clusters Score -819943.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -820112.312500 Penalty: 2839.411133
	Iteration 10Q: 3 clusters Score -820112.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -820317.375000 Penalty: 2839.411133
	Iteration 11Q: 3 clusters Score -820317.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -820518.875000 Penalty: 2839.411133
	Iteration 12Q: 3 clusters Score -820518.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -820746.312500 Penalty: 2839.411133
	Iteration 13Q: 3 clusters Score -820746.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -820994.312500 Penalty: 2839.411133
	Iteration 14Q: 3 clusters Score -820994.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -821152.562500 Penalty: 2839.411133
	Iteration 15Q: 3 clusters Score -821152.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -821257.250000 Penalty: 2839.411133
	Iteration 16Q: 3 clusters Score -821257.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -821297.687500 Penalty: 2839.411133
	Iteration 17Q: 3 clusters Score -821297.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -821313.062500 Penalty: 2839.411133
	Iteration 18Q: 3 clusters Score -821313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -821322.312500 Penalty: 2839.411133
	Iteration 19Q: 3 clusters Score -821322.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -821332.312500 Penalty: 2839.411133
	Iteration 20F: 3 clusters Score -821332.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -821337.437500 Penalty: 2839.411133
	Iteration 21Q: 3 clusters Score -821337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -821343.375000 Penalty: 2839.411133
	Iteration 22Q: 3 clusters Score -821343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -821347.750000 Penalty: 2839.411133
	Iteration 23Q: 3 clusters Score -821347.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -821351.687500 Penalty: 2839.411133
	Iteration 24Q: 3 clusters Score -821351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -821351.625000 Penalty: 2839.411133
	Iteration 25Q: 3 clusters Score -821351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -821352.687500 Penalty: 2839.411133
	Iteration 26Q: 3 clusters Score -821352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -821355.062500 Penalty: 2839.411133
	Iteration 27Q: 3 clusters Score -821355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -821356.500000 Penalty: 2839.411133
	Iteration 28Q: 3 clusters Score -821356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -821355.312500 Penalty: 2839.411133
	Iteration 29Q: 3 clusters Score -821355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -821355.312500 Penalty: 2839.411133
	Iteration 30F: 3 clusters Score -821355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50498.449219 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50498.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50760.898438 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50760.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50863.066406 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50863.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50933.109375 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -50933.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51000.316406 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -51000.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51062.109375 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51062.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51148.730469 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51148.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51202.832031 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51202.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51278.511719 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -51278.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51298.871094 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -51298.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51306.738281 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -51306.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51308.093750 Penalty: 1921.888550
	Iteration 11F: 3 clusters Score -51308.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51330.390625 Penalty: 1921.888550
	Iteration 12Q: 3 clusters Score -51330.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51342.847656 Penalty: 1921.888550
	Iteration 13Q: 3 clusters Score -51342.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51373.761719 Penalty: 1921.888550
	Iteration 14Q: 3 clusters Score -51373.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51384.781250 Penalty: 1921.888550
	Iteration 15Q: 3 clusters Score -51384.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51393.078125 Penalty: 1921.888550
	Iteration 16Q: 3 clusters Score -51393.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51403.792969 Penalty: 1921.888550
	Iteration 17Q: 3 clusters Score -51403.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51404.925781 Penalty: 1921.888550
	Iteration 18Q: 3 clusters Score -51404.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51404.925781 Penalty: 1921.888550
	Iteration 19F: 3 clusters Score -51404.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53627 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85259 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 118 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55839 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74536 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2345 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25421 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5486 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61253 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57451 members 
Mstep: Class 47 contains 252 members 
Entering Unmasked Estep 
Score: -85972440.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85973288.000000 to -85972440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54832.531250 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54832.53 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55083.167969 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55083.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55238.804688 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55238.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55313.093750 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55313.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55365.636719 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -55365.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -55378.906250 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -55378.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55387.679688 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -55387.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55398.789062 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -55398.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55422.808594 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -55422.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55451.160156 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -55451.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55468.937500 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -55468.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55497.234375 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -55497.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55501.390625 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -55501.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55504.886719 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -55504.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55504.886719 Penalty: 2062.901611
	Iteration 14F: 3 clusters Score -55504.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Entering Unmasked Estep 
Score: -2653856.750000 Penalty: 1612.199829
	Iteration 0F: 2 clusters Score -2653857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2639985.000000 Penalty: 3224.399658
	Iteration 0F: 3 clusters Score -2639985 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2644955.500000 Penalty: 3224.399658
	Iteration 1F: 3 clusters Score -2644956 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2645286.750000 Penalty: 3224.399658
	Iteration 2Q: 3 clusters Score -2645287 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2645634.500000 Penalty: 3224.399658
	Iteration 3Q: 3 clusters Score -2645634 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2646018.750000 Penalty: 3224.399658
	Iteration 4Q: 3 clusters Score -2646019 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2646441.500000 Penalty: 3224.399658
	Iteration 5Q: 3 clusters Score -2646442 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2647000.250000 Penalty: 3224.399658
	Iteration 6F: 3 clusters Score -2647000 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2647792.000000 Penalty: 3224.399658
	Iteration 7F: 3 clusters Score -2647792 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2648750.250000 Penalty: 3224.399658
	Iteration 8F: 3 clusters Score -2648750 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2649806.000000 Penalty: 3224.399658
	Iteration 9F: 3 clusters Score -2649806 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2650775.500000 Penalty: 3224.399658
	Iteration 10F: 3 clusters Score -2650776 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2651483.000000 Penalty: 3224.399658
	Iteration 11Q: 3 clusters Score -2651483 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2651890.250000 Penalty: 3224.399658
	Iteration 12Q: 3 clusters Score -2651890 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2652136.250000 Penalty: 3224.399658
	Iteration 13Q: 3 clusters Score -2652136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2652262.500000 Penalty: 3224.399658
	Iteration 14Q: 3 clusters Score -2652262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2652346.500000 Penalty: 3224.399658
	Iteration 15Q: 3 clusters Score -2652346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2652391.250000 Penalty: 3224.399658
	Iteration 16Q: 3 clusters Score -2652391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2652420.250000 Penalty: 3224.399658
	Iteration 17Q: 3 clusters Score -2652420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2652441.250000 Penalty: 3224.399658
	Iteration 18Q: 3 clusters Score -2652441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2652457.750000 Penalty: 3224.399658
	Iteration 19Q: 3 clusters Score -2652458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2652464.750000 Penalty: 3224.399658
	Iteration 20F: 3 clusters Score -2652465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2652470.500000 Penalty: 3224.399658
	Iteration 21Q: 3 clusters Score -2652470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2652475.500000 Penalty: 3224.399658
	Iteration 22Q: 3 clusters Score -2652476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2652479.750000 Penalty: 3224.399658
	Iteration 23Q: 3 clusters Score -2652480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2652484.500000 Penalty: 3224.399658
	Iteration 24Q: 3 clusters Score -2652484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2652487.500000 Penalty: 3224.399658
	Iteration 25Q: 3 clusters Score -2652488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2652490.750000 Penalty: 3224.399658
	Iteration 26Q: 3 clusters Score -2652491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2652492.250000 Penalty: 3224.399658
	Iteration 27Q: 3 clusters Score -2652492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2652492.250000 Penalty: 3224.399658
	Iteration 28F: 3 clusters Score -2652492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -34212.058594 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -34212.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33401.921875 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -33401.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33552.617188 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -33552.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33604.265625 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -33604.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33653.742188 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -33653.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33702.464844 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -33702.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33739.070312 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -33739.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33787.867188 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -33787.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33817.757812 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -33817.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33828.253906 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -33828.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33833.937500 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -33833.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33837.093750 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -33837.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33838.769531 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -33838.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33839.667969 Penalty: 1853.729370
	Iteration 12F: 3 clusters Score -33839.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33843.042969 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -33843.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33843.042969 Penalty: 1853.729370
	Iteration 14F: 3 clusters Score -33843.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -221920.953125 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221921 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -222349.437500 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222349.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -222603.562500 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222603.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -222826.218750 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222826.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223017.406250 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -223017.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -223216.140625 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -223216.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -223369.109375 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223369.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -223453.625000 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -223453.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -223515.812500 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -223552.781250 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -223560.203125 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -223562.421875 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -223563.640625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -223563.640625 Penalty: 2356.456543
	Iteration 13F: 3 clusters Score -223563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -921225.750000 Penalty: 1444.018921
	Iteration 0F: 2 clusters Score -921225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -915869.000000 Penalty: 2888.037842
	Iteration 0F: 3 clusters Score -915869 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -917434.937500 Penalty: 2888.037842
	Iteration 1F: 3 clusters Score -917434.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -917633.687500 Penalty: 2888.037842
	Iteration 2F: 3 clusters Score -917633.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -917772.375000 Penalty: 2888.037842
	Iteration 3Q: 3 clusters Score -917772.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -917888.062500 Penalty: 2888.037842
	Iteration 4Q: 3 clusters Score -917888.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -917992.875000 Penalty: 2888.037842
	Iteration 5Q: 3 clusters Score -917992.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -918078.125000 Penalty: 2888.037842
	Iteration 6Q: 3 clusters Score -918078.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -918155.250000 Penalty: 2888.037842
	Iteration 7Q: 3 clusters Score -918155.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -918237.375000 Penalty: 2888.037842
	Iteration 8Q: 3 clusters Score -918237.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -918323.312500 Penalty: 2888.037842
	Iteration 9Q: 3 clusters Score -918323.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -918427.750000 Penalty: 2888.037842
	Iteration 10Q: 3 clusters Score -918427.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -918561.687500 Penalty: 2888.037842
	Iteration 11Q: 3 clusters Score -918561.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -918769.250000 Penalty: 2888.037842
	Iteration 12Q: 3 clusters Score -918769.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -919055.625000 Penalty: 2888.037842
	Iteration 13Q: 3 clusters Score -919055.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -919363.312500 Penalty: 2888.037842
	Iteration 14Q: 3 clusters Score -919363.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -919606.250000 Penalty: 2888.037842
	Iteration 15Q: 3 clusters Score -919606.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -919734.625000 Penalty: 2888.037842
	Iteration 16Q: 3 clusters Score -919734.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -919813.875000 Penalty: 2888.037842
	Iteration 17Q: 3 clusters Score -919813.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -919862.937500 Penalty: 2888.037842
	Iteration 18Q: 3 clusters Score -919862.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -919897.500000 Penalty: 2888.037842
	Iteration 19Q: 3 clusters Score -919897.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -919919.875000 Penalty: 2888.037842
	Iteration 20F: 3 clusters Score -919919.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -919946.937500 Penalty: 2888.037842
	Iteration 21Q: 3 clusters Score -919946.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -919969.125000 Penalty: 2888.037842
	Iteration 22Q: 3 clusters Score -919969.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -919987.250000 Penalty: 2888.037842
	Iteration 23Q: 3 clusters Score -919987.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -919999.250000 Penalty: 2888.037842
	Iteration 24Q: 3 clusters Score -919999.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -920021.187500 Penalty: 2888.037842
	Iteration 25Q: 3 clusters Score -920021.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -920039.125000 Penalty: 2888.037842
	Iteration 26Q: 3 clusters Score -920039.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -920066.250000 Penalty: 2888.037842
	Iteration 27Q: 3 clusters Score -920066.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -920084.375000 Penalty: 2888.037842
	Iteration 28Q: 3 clusters Score -920084.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -920099.437500 Penalty: 2888.037842
	Iteration 29Q: 3 clusters Score -920099.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -920105.187500 Penalty: 2888.037842
	Iteration 30Q: 3 clusters Score -920105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -920111.750000 Penalty: 2888.037842
	Iteration 31Q: 3 clusters Score -920111.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -920118.812500 Penalty: 2888.037842
	Iteration 32Q: 3 clusters Score -920118.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -920126.750000 Penalty: 2888.037842
	Iteration 33Q: 3 clusters Score -920126.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -920132.375000 Penalty: 2888.037842
	Iteration 34Q: 3 clusters Score -920132.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -920138.875000 Penalty: 2888.037842
	Iteration 35Q: 3 clusters Score -920138.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -920144.625000 Penalty: 2888.037842
	Iteration 36Q: 3 clusters Score -920144.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -920145.062500 Penalty: 2888.037842
	Iteration 37Q: 3 clusters Score -920145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -920151.125000 Penalty: 2888.037842
	Iteration 38Q: 3 clusters Score -920151.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -920157.750000 Penalty: 2888.037842
	Iteration 39Q: 3 clusters Score -920157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -920162.750000 Penalty: 2888.037842
	Iteration 40F: 3 clusters Score -920162.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -920167.687500 Penalty: 2888.037842
	Iteration 41Q: 3 clusters Score -920167.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -920169.187500 Penalty: 2888.037842
	Iteration 42Q: 3 clusters Score -920169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -920172.375000 Penalty: 2888.037842
	Iteration 43Q: 3 clusters Score -920172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -920172.062500 Penalty: 2888.037842
	Iteration 44Q: 3 clusters Score -920172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -920170.375000 Penalty: 2888.037842
	Iteration 45Q: 3 clusters Score -920170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -920172.437500 Penalty: 2888.037842
	Iteration 46Q: 3 clusters Score -920172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -920173.937500 Penalty: 2888.037842
	Iteration 47Q: 3 clusters Score -920173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -920174.437500 Penalty: 2888.037842
	Iteration 48Q: 3 clusters Score -920174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -920174.500000 Penalty: 2888.037842
	Iteration 49Q: 3 clusters Score -920174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -920175.875000 Penalty: 2888.037842
	Iteration 50Q: 3 clusters Score -920175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -920177.000000 Penalty: 2888.037842
	Iteration 51Q: 3 clusters Score -920177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -920176.500000 Penalty: 2888.037842
	Iteration 52Q: 3 clusters Score -920176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -920177.687500 Penalty: 2888.037842
	Iteration 53Q: 3 clusters Score -920177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -920178.562500 Penalty: 2888.037842
	Iteration 54Q: 3 clusters Score -920178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -920180.875000 Penalty: 2888.037842
	Iteration 55Q: 3 clusters Score -920180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -920182.687500 Penalty: 2888.037842
	Iteration 56Q: 3 clusters Score -920182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -920181.250000 Penalty: 2888.037842
	Iteration 57Q: 3 clusters Score -920181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -920182.937500 Penalty: 2888.037842
	Iteration 58Q: 3 clusters Score -920182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -920185.812500 Penalty: 2888.037842
	Iteration 59Q: 3 clusters Score -920185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -920187.937500 Penalty: 2888.037842
	Iteration 60F: 3 clusters Score -920187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -920189.125000 Penalty: 2888.037842
	Iteration 61Q: 3 clusters Score -920189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -920190.437500 Penalty: 2888.037842
	Iteration 62Q: 3 clusters Score -920190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -920189.687500 Penalty: 2888.037842
	Iteration 63Q: 3 clusters Score -920189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -920190.375000 Penalty: 2888.037842
	Iteration 64Q: 3 clusters Score -920190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -920191.062500 Penalty: 2888.037842
	Iteration 65Q: 3 clusters Score -920191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -920193.125000 Penalty: 2888.037842
	Iteration 66Q: 3 clusters Score -920193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -920191.375000 Penalty: 2888.037842
	Iteration 67Q: 3 clusters Score -920191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -920191.562500 Penalty: 2888.037842
	Iteration 68Q: 3 clusters Score -920191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -920194.562500 Penalty: 2888.037842
	Iteration 69Q: 3 clusters Score -920194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -920194.187500 Penalty: 2888.037842
	Iteration 70Q: 3 clusters Score -920194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -920195.687500 Penalty: 2888.037842
	Iteration 71Q: 3 clusters Score -920195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -920196.875000 Penalty: 2888.037842
	Iteration 72Q: 3 clusters Score -920196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -920197.062500 Penalty: 2888.037842
	Iteration 73Q: 3 clusters Score -920197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -920195.937500 Penalty: 2888.037842
	Iteration 74Q: 3 clusters Score -920195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -920196.562500 Penalty: 2888.037842
	Iteration 75Q: 3 clusters Score -920196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -920197.812500 Penalty: 2888.037842
	Iteration 76Q: 3 clusters Score -920197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -920198.250000 Penalty: 2888.037842
	Iteration 77Q: 3 clusters Score -920198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -920199.125000 Penalty: 2888.037842
	Iteration 78Q: 3 clusters Score -920199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -920201.437500 Penalty: 2888.037842
	Iteration 79Q: 3 clusters Score -920201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -920201.437500 Penalty: 2888.037842
	Iteration 80F: 3 clusters Score -920201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -920204.062500 Penalty: 2888.037842
	Iteration 81Q: 3 clusters Score -920204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -920206.375000 Penalty: 2888.037842
	Iteration 82Q: 3 clusters Score -920206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -920204.687500 Penalty: 2888.037842
	Iteration 83Q: 3 clusters Score -920204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -920204.125000 Penalty: 2888.037842
	Iteration 84Q: 3 clusters Score -920204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -920204.312500 Penalty: 2888.037842
	Iteration 85Q: 3 clusters Score -920204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -920205.125000 Penalty: 2888.037842
	Iteration 86Q: 3 clusters Score -920205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -920205.625000 Penalty: 2888.037842
	Iteration 87Q: 3 clusters Score -920205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -920206.750000 Penalty: 2888.037842
	Iteration 88Q: 3 clusters Score -920206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -920208.125000 Penalty: 2888.037842
	Iteration 89Q: 3 clusters Score -920208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -920207.937500 Penalty: 2888.037842
	Iteration 90Q: 3 clusters Score -920207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -920206.937500 Penalty: 2888.037842
	Iteration 91Q: 3 clusters Score -920206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -920206.437500 Penalty: 2888.037842
	Iteration 92Q: 3 clusters Score -920206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -920206.250000 Penalty: 2888.037842
	Iteration 93Q: 3 clusters Score -920206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -920206.250000 Penalty: 2888.037842
	Iteration 94F: 3 clusters Score -920206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5686.860352 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5686.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5778.524414 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5778.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5786.443359 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -5786.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5786.443359 Penalty: 1667.217041
	Iteration 3F: 3 clusters Score -5786.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16743.259766 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16743.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16828.818359 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16828.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16843.650391 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16843.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16851.306641 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16851.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16854.281250 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16854.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16859.539062 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -16859.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16862.884766 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -16862.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16867.371094 Penalty: 1696.615723
	Iteration 7Q: 3 clusters Score -16867.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16868.509766 Penalty: 1696.615723
	Iteration 8Q: 3 clusters Score -16868.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16871.072266 Penalty: 1696.615723
	Iteration 9Q: 3 clusters Score -16871.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16871.072266 Penalty: 1696.615723
	Iteration 10F: 3 clusters Score -16871.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35108.207031 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35108.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35389.074219 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35389.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35579.531250 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35579.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35690.914062 Penalty: 1930.555664
	Iteration 3F: 3 clusters Score -35690.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35784.441406 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35784.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35806.523438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35806.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35854.378906 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35854.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35883.484375 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35883.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35908.203125 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35917.839844 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35917.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35943.113281 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -35943.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35944.304688 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -35944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35949.101562 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -35949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35950.410156 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -35950.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35950.410156 Penalty: 1930.555664
	Iteration 14F: 3 clusters Score -35950.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29475.429688 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29475.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29658.386719 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29658.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29759.105469 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29759.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29801.578125 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29801.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29804.775391 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29804.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29804.775391 Penalty: 1817.070801
	Iteration 5F: 3 clusters Score -29804.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -1150941.625000 Penalty: 1478.835449
	Iteration 0F: 2 clusters Score -1150942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1144411.625000 Penalty: 2957.670898
	Iteration 0F: 3 clusters Score -1144412 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1146693.750000 Penalty: 2957.670898
	Iteration 1F: 3 clusters Score -1146694 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1147097.500000 Penalty: 2957.670898
	Iteration 2F: 3 clusters Score -1147098 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1147393.250000 Penalty: 2957.670898
	Iteration 3F: 3 clusters Score -1147393 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1147641.875000 Penalty: 2957.670898
	Iteration 4F: 3 clusters Score -1147642 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1147848.000000 Penalty: 2957.670898
	Iteration 5Q: 3 clusters Score -1147848 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1148046.375000 Penalty: 2957.670898
	Iteration 6Q: 3 clusters Score -1148046 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1148216.375000 Penalty: 2957.670898
	Iteration 7Q: 3 clusters Score -1148216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1148408.750000 Penalty: 2957.670898
	Iteration 8Q: 3 clusters Score -1148409 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1148611.375000 Penalty: 2957.670898
	Iteration 9Q: 3 clusters Score -1148611 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1148876.625000 Penalty: 2957.670898
	Iteration 10Q: 3 clusters Score -1148877 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1149162.875000 Penalty: 2957.670898
	Iteration 11Q: 3 clusters Score -1149163 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1149424.750000 Penalty: 2957.670898
	Iteration 12Q: 3 clusters Score -1149425 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1149659.375000 Penalty: 2957.670898
	Iteration 13Q: 3 clusters Score -1149659 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1149938.375000 Penalty: 2957.670898
	Iteration 14Q: 3 clusters Score -1149938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1150113.875000 Penalty: 2957.670898
	Iteration 15Q: 3 clusters Score -1150114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1150193.000000 Penalty: 2957.670898
	Iteration 16Q: 3 clusters Score -1150193 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1150228.375000 Penalty: 2957.670898
	Iteration 17Q: 3 clusters Score -1150228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1150257.750000 Penalty: 2957.670898
	Iteration 18Q: 3 clusters Score -1150258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1150279.000000 Penalty: 2957.670898
	Iteration 19Q: 3 clusters Score -1150279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1150289.500000 Penalty: 2957.670898
	Iteration 20F: 3 clusters Score -1150290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1150295.250000 Penalty: 2957.670898
	Iteration 21Q: 3 clusters Score -1150295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1150300.500000 Penalty: 2957.670898
	Iteration 22Q: 3 clusters Score -1150300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1150304.250000 Penalty: 2957.670898
	Iteration 23Q: 3 clusters Score -1150304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1150305.250000 Penalty: 2957.670898
	Iteration 24Q: 3 clusters Score -1150305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1150307.125000 Penalty: 2957.670898
	Iteration 25Q: 3 clusters Score -1150307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1150307.375000 Penalty: 2957.670898
	Iteration 26Q: 3 clusters Score -1150307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1150308.875000 Penalty: 2957.670898
	Iteration 27Q: 3 clusters Score -1150309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1150308.875000 Penalty: 2957.670898
	Iteration 28F: 3 clusters Score -1150309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32601.291016 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32601.29 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32855.089844 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32855.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33009.667969 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33009.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33107.105469 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33107.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33204.667969 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33204.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33246.585938 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33246.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33288.753906 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33288.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33310.816406 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33310.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33345.605469 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33345.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33395.648438 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33395.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33419.609375 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33419.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33429.492188 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -33429.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33443.871094 Penalty: 1983.331543
	Iteration 12Q: 3 clusters Score -33443.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33454.707031 Penalty: 1983.331543
	Iteration 13Q: 3 clusters Score -33454.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33475.605469 Penalty: 1983.331543
	Iteration 14Q: 3 clusters Score -33475.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33481.714844 Penalty: 1983.331543
	Iteration 15Q: 3 clusters Score -33481.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33482.414062 Penalty: 1983.331543
	Iteration 16Q: 3 clusters Score -33482.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33482.414062 Penalty: 1983.331543
	Iteration 17F: 3 clusters Score -33482.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (55839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Entering Unmasked Estep 
Score: -7420012.000000 Penalty: 1776.162109
	Iteration 0F: 2 clusters Score -7420012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7383341.500000 Penalty: 3552.324219
	Iteration 0F: 3 clusters Score -7383342 nChanged 26349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -7398907.000000 Penalty: 3552.324219
	Iteration 1F: 3 clusters Score -7398907 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -7399979.500000 Penalty: 3552.324219
	Iteration 2Q: 3 clusters Score -7399980 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7401462.000000 Penalty: 3552.324219
	Iteration 3F: 3 clusters Score -7401462 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7403430.500000 Penalty: 3552.324219
	Iteration 4F: 3 clusters Score -7403430 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -7406171.500000 Penalty: 3552.324219
	Iteration 5F: 3 clusters Score -7406172 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7409226.000000 Penalty: 3552.324219
	Iteration 6F: 3 clusters Score -7409226 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -7411894.000000 Penalty: 3552.324219
	Iteration 7F: 3 clusters Score -7411894 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -7413461.500000 Penalty: 3552.324219
	Iteration 8Q: 3 clusters Score -7413462 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -7414254.000000 Penalty: 3552.324219
	Iteration 9Q: 3 clusters Score -7414254 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -7414726.500000 Penalty: 3552.324219
	Iteration 10Q: 3 clusters Score -7414726 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -7415084.000000 Penalty: 3552.324219
	Iteration 11Q: 3 clusters Score -7415084 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -7415318.500000 Penalty: 3552.324219
	Iteration 12Q: 3 clusters Score -7415318 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -7415508.500000 Penalty: 3552.324219
	Iteration 13Q: 3 clusters Score -7415508 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -7415625.000000 Penalty: 3552.324219
	Iteration 14Q: 3 clusters Score -7415625 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -7415732.000000 Penalty: 3552.324219
	Iteration 15Q: 3 clusters Score -7415732 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7415822.500000 Penalty: 3552.324219
	Iteration 16Q: 3 clusters Score -7415822 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -7415897.000000 Penalty: 3552.324219
	Iteration 17Q: 3 clusters Score -7415897 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -7415950.500000 Penalty: 3552.324219
	Iteration 18Q: 3 clusters Score -7415950 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7416005.500000 Penalty: 3552.324219
	Iteration 19Q: 3 clusters Score -7416006 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -7416079.500000 Penalty: 3552.324219
	Iteration 20F: 3 clusters Score -7416080 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -7416106.000000 Penalty: 3552.324219
	Iteration 21Q: 3 clusters Score -7416106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -7416136.000000 Penalty: 3552.324219
	Iteration 22Q: 3 clusters Score -7416136 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -7416200.500000 Penalty: 3552.324219
	Iteration 23Q: 3 clusters Score -7416200 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -7416270.000000 Penalty: 3552.324219
	Iteration 24Q: 3 clusters Score -7416270 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -7416289.500000 Penalty: 3552.324219
	Iteration 25Q: 3 clusters Score -7416290 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -7416321.000000 Penalty: 3552.324219
	Iteration 26Q: 3 clusters Score -7416321 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -7416334.500000 Penalty: 3552.324219
	Iteration 27Q: 3 clusters Score -7416334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -7416356.500000 Penalty: 3552.324219
	Iteration 28Q: 3 clusters Score -7416356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7416365.500000 Penalty: 3552.324219
	Iteration 29Q: 3 clusters Score -7416366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -7416394.000000 Penalty: 3552.324219
	Iteration 30Q: 3 clusters Score -7416394 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -7416415.000000 Penalty: 3552.324219
	Iteration 31Q: 3 clusters Score -7416415 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -7416455.000000 Penalty: 3552.324219
	Iteration 32Q: 3 clusters Score -7416455 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7416486.500000 Penalty: 3552.324219
	Iteration 33Q: 3 clusters Score -7416486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -7416510.000000 Penalty: 3552.324219
	Iteration 34Q: 3 clusters Score -7416510 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -7416536.000000 Penalty: 3552.324219
	Iteration 35Q: 3 clusters Score -7416536 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -7416589.000000 Penalty: 3552.324219
	Iteration 36Q: 3 clusters Score -7416589 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -7416626.000000 Penalty: 3552.324219
	Iteration 37Q: 3 clusters Score -7416626 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7416673.000000 Penalty: 3552.324219
	Iteration 38Q: 3 clusters Score -7416673 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -7416745.000000 Penalty: 3552.324219
	Iteration 39Q: 3 clusters Score -7416745 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -7416780.000000 Penalty: 3552.324219
	Iteration 40F: 3 clusters Score -7416780 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -7416810.000000 Penalty: 3552.324219
	Iteration 41Q: 3 clusters Score -7416810 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -7416878.000000 Penalty: 3552.324219
	Iteration 42Q: 3 clusters Score -7416878 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -7416899.500000 Penalty: 3552.324219
	Iteration 43Q: 3 clusters Score -7416900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -7416990.500000 Penalty: 3552.324219
	Iteration 44Q: 3 clusters Score -7416990 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -7417032.000000 Penalty: 3552.324219
	Iteration 45Q: 3 clusters Score -7417032 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -7417098.500000 Penalty: 3552.324219
	Iteration 46Q: 3 clusters Score -7417098 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -7417146.000000 Penalty: 3552.324219
	Iteration 47Q: 3 clusters Score -7417146 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -7417202.000000 Penalty: 3552.324219
	Iteration 48Q: 3 clusters Score -7417202 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7417259.500000 Penalty: 3552.324219
	Iteration 49Q: 3 clusters Score -7417260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -7417311.000000 Penalty: 3552.324219
	Iteration 50Q: 3 clusters Score -7417311 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -7417358.500000 Penalty: 3552.324219
	Iteration 51Q: 3 clusters Score -7417358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7417411.000000 Penalty: 3552.324219
	Iteration 52Q: 3 clusters Score -7417411 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7417472.000000 Penalty: 3552.324219
	Iteration 53Q: 3 clusters Score -7417472 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -7417523.000000 Penalty: 3552.324219
	Iteration 54Q: 3 clusters Score -7417523 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -7417573.000000 Penalty: 3552.324219
	Iteration 55Q: 3 clusters Score -7417573 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -7417606.000000 Penalty: 3552.324219
	Iteration 56Q: 3 clusters Score -7417606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -7417649.500000 Penalty: 3552.324219
	Iteration 57Q: 3 clusters Score -7417650 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7417684.500000 Penalty: 3552.324219
	Iteration 58Q: 3 clusters Score -7417684 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7417710.500000 Penalty: 3552.324219
	Iteration 59Q: 3 clusters Score -7417710 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -7417726.000000 Penalty: 3552.324219
	Iteration 60F: 3 clusters Score -7417726 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7417741.000000 Penalty: 3552.324219
	Iteration 61Q: 3 clusters Score -7417741 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7417770.000000 Penalty: 3552.324219
	Iteration 62Q: 3 clusters Score -7417770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7417806.000000 Penalty: 3552.324219
	Iteration 63Q: 3 clusters Score -7417806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -7417865.000000 Penalty: 3552.324219
	Iteration 64Q: 3 clusters Score -7417865 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7417869.500000 Penalty: 3552.324219
	Iteration 65Q: 3 clusters Score -7417870 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7417919.000000 Penalty: 3552.324219
	Iteration 66Q: 3 clusters Score -7417919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7417958.000000 Penalty: 3552.324219
	Iteration 67Q: 3 clusters Score -7417958 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7417991.000000 Penalty: 3552.324219
	Iteration 68Q: 3 clusters Score -7417991 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7418045.500000 Penalty: 3552.324219
	Iteration 69Q: 3 clusters Score -7418046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7418053.500000 Penalty: 3552.324219
	Iteration 70Q: 3 clusters Score -7418054 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7418126.500000 Penalty: 3552.324219
	Iteration 71Q: 3 clusters Score -7418126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7418181.000000 Penalty: 3552.324219
	Iteration 72Q: 3 clusters Score -7418181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7418201.500000 Penalty: 3552.324219
	Iteration 73Q: 3 clusters Score -7418202 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7418219.500000 Penalty: 3552.324219
	Iteration 74Q: 3 clusters Score -7418220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7418269.500000 Penalty: 3552.324219
	Iteration 75Q: 3 clusters Score -7418270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7418308.000000 Penalty: 3552.324219
	Iteration 76Q: 3 clusters Score -7418308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7418318.500000 Penalty: 3552.324219
	Iteration 77Q: 3 clusters Score -7418318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7418350.500000 Penalty: 3552.324219
	Iteration 78Q: 3 clusters Score -7418350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7418368.500000 Penalty: 3552.324219
	Iteration 79Q: 3 clusters Score -7418368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7418402.000000 Penalty: 3552.324219
	Iteration 80F: 3 clusters Score -7418402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7418446.000000 Penalty: 3552.324219
	Iteration 81Q: 3 clusters Score -7418446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7418484.000000 Penalty: 3552.324219
	Iteration 82Q: 3 clusters Score -7418484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7418515.000000 Penalty: 3552.324219
	Iteration 83Q: 3 clusters Score -7418515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7418533.500000 Penalty: 3552.324219
	Iteration 84Q: 3 clusters Score -7418534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7418556.500000 Penalty: 3552.324219
	Iteration 85Q: 3 clusters Score -7418556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7418562.500000 Penalty: 3552.324219
	Iteration 86Q: 3 clusters Score -7418562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7418581.000000 Penalty: 3552.324219
	Iteration 87Q: 3 clusters Score -7418581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7418606.000000 Penalty: 3552.324219
	Iteration 88Q: 3 clusters Score -7418606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7418614.000000 Penalty: 3552.324219
	Iteration 89Q: 3 clusters Score -7418614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7418630.000000 Penalty: 3552.324219
	Iteration 90Q: 3 clusters Score -7418630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7418648.000000 Penalty: 3552.324219
	Iteration 91Q: 3 clusters Score -7418648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7418657.000000 Penalty: 3552.324219
	Iteration 92Q: 3 clusters Score -7418657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7418678.000000 Penalty: 3552.324219
	Iteration 93Q: 3 clusters Score -7418678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7418670.000000 Penalty: 3552.324219
	Iteration 94Q: 3 clusters Score -7418670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7418680.500000 Penalty: 3552.324219
	Iteration 95Q: 3 clusters Score -7418680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7418675.000000 Penalty: 3552.324219
	Iteration 96Q: 3 clusters Score -7418675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7418688.000000 Penalty: 3552.324219
	Iteration 97Q: 3 clusters Score -7418688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7418686.500000 Penalty: 3552.324219
	Iteration 98Q: 3 clusters Score -7418686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7418690.500000 Penalty: 3552.324219
	Iteration 99Q: 3 clusters Score -7418690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7418700.500000 Penalty: 3552.324219
	Iteration 100F: 3 clusters Score -7418700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7418694.500000 Penalty: 3552.324219
	Iteration 101Q: 3 clusters Score -7418694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7418694.500000 Penalty: 3552.324219
	Iteration 102Q: 3 clusters Score -7418694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7418694.500000 Penalty: 3552.324219
	Iteration 103Q: 3 clusters Score -7418694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7418695.000000 Penalty: 3552.324219
	Iteration 104Q: 3 clusters Score -7418695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7418689.500000 Penalty: 3552.324219
	Iteration 105Q: 3 clusters Score -7418690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7418687.500000 Penalty: 3552.324219
	Iteration 106Q: 3 clusters Score -7418688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7418692.500000 Penalty: 3552.324219
	Iteration 107Q: 3 clusters Score -7418692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7418692.500000 Penalty: 3552.324219
	Iteration 108F: 3 clusters Score -7418692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -113073.843750 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -113073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111706.031250 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -111706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112016.390625 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -112016.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112175.851562 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -112175.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112314.859375 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -112314.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112415.757812 Penalty: 2230.736084
	Iteration 4F: 3 clusters Score -112415.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112513.843750 Penalty: 2230.736084
	Iteration 5F: 3 clusters Score -112513.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112576.875000 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -112576.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112610.726562 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -112610.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112628.929688 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -112628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112649.578125 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -112649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112660.109375 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -112660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112665.835938 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -112665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112667.476562 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -112667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112667.476562 Penalty: 2230.736084
	Iteration 13F: 3 clusters Score -112667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -72880.937500 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -72880.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71756.140625 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -71756.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71988.476562 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -71988.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72129.445312 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -72129.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72189.539062 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -72189.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72222.593750 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -72222.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72241.781250 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -72241.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72258.757812 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -72258.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72270.335938 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -72270.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72276.734375 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -72276.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72284.015625 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -72284.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72293.500000 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -72293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72297.992188 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -72297.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -72306.664062 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -72306.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -72306.664062 Penalty: 2099.977051
	Iteration 13F: 3 clusters Score -72306.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -1175908.625000 Penalty: 1482.387207
	Iteration 0F: 2 clusters Score -1175909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1169321.000000 Penalty: 2964.774414
	Iteration 0F: 3 clusters Score -1169321 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1171412.000000 Penalty: 2964.774414
	Iteration 1F: 3 clusters Score -1171412 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1171701.875000 Penalty: 2964.774414
	Iteration 2F: 3 clusters Score -1171702 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1171948.250000 Penalty: 2964.774414
	Iteration 3F: 3 clusters Score -1171948 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1172200.625000 Penalty: 2964.774414
	Iteration 4Q: 3 clusters Score -1172201 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1172498.250000 Penalty: 2964.774414
	Iteration 5F: 3 clusters Score -1172498 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1172824.375000 Penalty: 2964.774414
	Iteration 6F: 3 clusters Score -1172824 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1173155.250000 Penalty: 2964.774414
	Iteration 7F: 3 clusters Score -1173155 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1173473.625000 Penalty: 2964.774414
	Iteration 8Q: 3 clusters Score -1173474 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1173772.125000 Penalty: 2964.774414
	Iteration 9Q: 3 clusters Score -1173772 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1174006.500000 Penalty: 2964.774414
	Iteration 10Q: 3 clusters Score -1174006 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1174205.250000 Penalty: 2964.774414
	Iteration 11Q: 3 clusters Score -1174205 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1174348.500000 Penalty: 2964.774414
	Iteration 12Q: 3 clusters Score -1174348 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1174456.125000 Penalty: 2964.774414
	Iteration 13Q: 3 clusters Score -1174456 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1174528.125000 Penalty: 2964.774414
	Iteration 14Q: 3 clusters Score -1174528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1174585.750000 Penalty: 2964.774414
	Iteration 15Q: 3 clusters Score -1174586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1174620.625000 Penalty: 2964.774414
	Iteration 16Q: 3 clusters Score -1174621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1174644.500000 Penalty: 2964.774414
	Iteration 17Q: 3 clusters Score -1174644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1174667.000000 Penalty: 2964.774414
	Iteration 18Q: 3 clusters Score -1174667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1174681.250000 Penalty: 2964.774414
	Iteration 19Q: 3 clusters Score -1174681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1174695.875000 Penalty: 2964.774414
	Iteration 20F: 3 clusters Score -1174696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1174709.250000 Penalty: 2964.774414
	Iteration 21Q: 3 clusters Score -1174709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1174719.375000 Penalty: 2964.774414
	Iteration 22Q: 3 clusters Score -1174719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1174725.125000 Penalty: 2964.774414
	Iteration 23Q: 3 clusters Score -1174725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1174730.000000 Penalty: 2964.774414
	Iteration 24Q: 3 clusters Score -1174730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1174736.250000 Penalty: 2964.774414
	Iteration 25Q: 3 clusters Score -1174736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1174740.125000 Penalty: 2964.774414
	Iteration 26Q: 3 clusters Score -1174740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1174742.125000 Penalty: 2964.774414
	Iteration 27Q: 3 clusters Score -1174742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1174742.125000 Penalty: 2964.774414
	Iteration 28Q: 3 clusters Score -1174742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1174742.250000 Penalty: 2964.774414
	Iteration 29Q: 3 clusters Score -1174742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1174746.250000 Penalty: 2964.774414
	Iteration 30Q: 3 clusters Score -1174746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1174748.375000 Penalty: 2964.774414
	Iteration 31Q: 3 clusters Score -1174748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1174747.750000 Penalty: 2964.774414
	Iteration 32Q: 3 clusters Score -1174748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1174749.500000 Penalty: 2964.774414
	Iteration 33Q: 3 clusters Score -1174750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1174750.875000 Penalty: 2964.774414
	Iteration 34Q: 3 clusters Score -1174751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1174753.375000 Penalty: 2964.774414
	Iteration 35Q: 3 clusters Score -1174753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1174754.875000 Penalty: 2964.774414
	Iteration 36Q: 3 clusters Score -1174755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1174761.000000 Penalty: 2964.774414
	Iteration 37Q: 3 clusters Score -1174761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1174763.250000 Penalty: 2964.774414
	Iteration 38Q: 3 clusters Score -1174763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1174763.125000 Penalty: 2964.774414
	Iteration 39Q: 3 clusters Score -1174763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1174765.125000 Penalty: 2964.774414
	Iteration 40F: 3 clusters Score -1174765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1174765.250000 Penalty: 2964.774414
	Iteration 41Q: 3 clusters Score -1174765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1174768.125000 Penalty: 2964.774414
	Iteration 42Q: 3 clusters Score -1174768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1174768.875000 Penalty: 2964.774414
	Iteration 43Q: 3 clusters Score -1174769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1174769.625000 Penalty: 2964.774414
	Iteration 44Q: 3 clusters Score -1174770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1174768.750000 Penalty: 2964.774414
	Iteration 45Q: 3 clusters Score -1174769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1174769.125000 Penalty: 2964.774414
	Iteration 46Q: 3 clusters Score -1174769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1174770.750000 Penalty: 2964.774414
	Iteration 47Q: 3 clusters Score -1174771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1174770.750000 Penalty: 2964.774414
	Iteration 48Q: 3 clusters Score -1174771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1174772.250000 Penalty: 2964.774414
	Iteration 49Q: 3 clusters Score -1174772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1174772.375000 Penalty: 2964.774414
	Iteration 50Q: 3 clusters Score -1174772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1174772.500000 Penalty: 2964.774414
	Iteration 51Q: 3 clusters Score -1174772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1174772.750000 Penalty: 2964.774414
	Iteration 52Q: 3 clusters Score -1174773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1174772.750000 Penalty: 2964.774414
	Iteration 53Q: 3 clusters Score -1174773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1174776.250000 Penalty: 2964.774414
	Iteration 54Q: 3 clusters Score -1174776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1174776.125000 Penalty: 2964.774414
	Iteration 55Q: 3 clusters Score -1174776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1174775.250000 Penalty: 2964.774414
	Iteration 56Q: 3 clusters Score -1174775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1174775.875000 Penalty: 2964.774414
	Iteration 57Q: 3 clusters Score -1174776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1174775.875000 Penalty: 2964.774414
	Iteration 58F: 3 clusters Score -1174776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -45028.671875 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -45028.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44087.703125 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -44087.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44208.894531 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -44208.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44235.847656 Penalty: 1915.680908
	Iteration 2Q: 3 clusters Score -44235.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44253.613281 Penalty: 1915.680908
	Iteration 3Q: 3 clusters Score -44253.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44269.660156 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -44269.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44275.082031 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -44275.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44281.980469 Penalty: 1915.680908
	Iteration 6Q: 3 clusters Score -44281.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44283.960938 Penalty: 1915.680908
	Iteration 7Q: 3 clusters Score -44283.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44286.109375 Penalty: 1915.680908
	Iteration 8Q: 3 clusters Score -44286.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44286.109375 Penalty: 1915.680908
	Iteration 9F: 3 clusters Score -44286.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Entering Unmasked Estep 
Score: -2685210.750000 Penalty: 1578.479248
	Iteration 0F: 2 clusters Score -2685211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2673825.250000 Penalty: 3156.958496
	Iteration 0F: 3 clusters Score -2673825 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2678043.000000 Penalty: 3156.958496
	Iteration 1F: 3 clusters Score -2678043 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2678486.000000 Penalty: 3156.958496
	Iteration 2F: 3 clusters Score -2678486 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2679093.000000 Penalty: 3156.958496
	Iteration 3F: 3 clusters Score -2679093 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2679936.250000 Penalty: 3156.958496
	Iteration 4F: 3 clusters Score -2679936 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2680814.500000 Penalty: 3156.958496
	Iteration 5F: 3 clusters Score -2680814 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2681540.750000 Penalty: 3156.958496
	Iteration 6F: 3 clusters Score -2681541 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2682118.000000 Penalty: 3156.958496
	Iteration 7F: 3 clusters Score -2682118 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2682500.500000 Penalty: 3156.958496
	Iteration 8Q: 3 clusters Score -2682500 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2682754.250000 Penalty: 3156.958496
	Iteration 9Q: 3 clusters Score -2682754 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2682932.750000 Penalty: 3156.958496
	Iteration 10Q: 3 clusters Score -2682933 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2683078.000000 Penalty: 3156.958496
	Iteration 11Q: 3 clusters Score -2683078 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2683194.250000 Penalty: 3156.958496
	Iteration 12Q: 3 clusters Score -2683194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2683303.250000 Penalty: 3156.958496
	Iteration 13Q: 3 clusters Score -2683303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2683406.500000 Penalty: 3156.958496
	Iteration 14Q: 3 clusters Score -2683406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2683489.750000 Penalty: 3156.958496
	Iteration 15Q: 3 clusters Score -2683490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2683557.250000 Penalty: 3156.958496
	Iteration 16Q: 3 clusters Score -2683557 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2683647.500000 Penalty: 3156.958496
	Iteration 17Q: 3 clusters Score -2683648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2683703.750000 Penalty: 3156.958496
	Iteration 18Q: 3 clusters Score -2683704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2683746.250000 Penalty: 3156.958496
	Iteration 19Q: 3 clusters Score -2683746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2683785.750000 Penalty: 3156.958496
	Iteration 20F: 3 clusters Score -2683786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2683823.500000 Penalty: 3156.958496
	Iteration 21Q: 3 clusters Score -2683824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2683855.500000 Penalty: 3156.958496
	Iteration 22Q: 3 clusters Score -2683856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2683887.000000 Penalty: 3156.958496
	Iteration 23Q: 3 clusters Score -2683887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2683904.750000 Penalty: 3156.958496
	Iteration 24Q: 3 clusters Score -2683905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2683921.750000 Penalty: 3156.958496
	Iteration 25Q: 3 clusters Score -2683922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2683938.500000 Penalty: 3156.958496
	Iteration 26Q: 3 clusters Score -2683938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2683940.250000 Penalty: 3156.958496
	Iteration 27Q: 3 clusters Score -2683940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2683947.000000 Penalty: 3156.958496
	Iteration 28Q: 3 clusters Score -2683947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2683951.250000 Penalty: 3156.958496
	Iteration 29Q: 3 clusters Score -2683951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2683965.250000 Penalty: 3156.958496
	Iteration 30Q: 3 clusters Score -2683965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2683974.000000 Penalty: 3156.958496
	Iteration 31Q: 3 clusters Score -2683974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2683986.000000 Penalty: 3156.958496
	Iteration 32Q: 3 clusters Score -2683986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2683986.250000 Penalty: 3156.958496
	Iteration 33Q: 3 clusters Score -2683986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2683993.750000 Penalty: 3156.958496
	Iteration 34Q: 3 clusters Score -2683994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2683985.500000 Penalty: 3156.958496
	Iteration 35Q: 3 clusters Score -2683986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2683986.750000 Penalty: 3156.958496
	Iteration 36Q: 3 clusters Score -2683987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2683983.750000 Penalty: 3156.958496
	Iteration 37Q: 3 clusters Score -2683984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2683986.000000 Penalty: 3156.958496
	Iteration 38Q: 3 clusters Score -2683986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2683987.750000 Penalty: 3156.958496
	Iteration 39Q: 3 clusters Score -2683988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2683986.000000 Penalty: 3156.958496
	Iteration 40F: 3 clusters Score -2683986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2683990.000000 Penalty: 3156.958496
	Iteration 41Q: 3 clusters Score -2683990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2683995.750000 Penalty: 3156.958496
	Iteration 42Q: 3 clusters Score -2683996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2683997.250000 Penalty: 3156.958496
	Iteration 43Q: 3 clusters Score -2683997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2683996.500000 Penalty: 3156.958496
	Iteration 44Q: 3 clusters Score -2683996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 3156.958496
	Iteration 45Q: 3 clusters Score -2683999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2683995.750000 Penalty: 3156.958496
	Iteration 46Q: 3 clusters Score -2683996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 3156.958496
	Iteration 47Q: 3 clusters Score -2683999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 3156.958496
	Iteration 48Q: 3 clusters Score -2683999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2683998.750000 Penalty: 3156.958496
	Iteration 49Q: 3 clusters Score -2683999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2683996.750000 Penalty: 3156.958496
	Iteration 50Q: 3 clusters Score -2683997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 3156.958496
	Iteration 51Q: 3 clusters Score -2683999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2683995.750000 Penalty: 3156.958496
	Iteration 52Q: 3 clusters Score -2683996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2683995.750000 Penalty: 3156.958496
	Iteration 53F: 3 clusters Score -2683996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Entering Unmasked Estep 
Score: -9980321.000000 Penalty: 1823.093506
	Iteration 0F: 2 clusters Score -9980321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -9935474.000000 Penalty: 3646.187012
	Iteration 0F: 3 clusters Score -9935474 nChanged 35532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -9955976.000000 Penalty: 3646.187012
	Iteration 1F: 3 clusters Score -9955976 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -9956521.000000 Penalty: 3646.187012
	Iteration 2Q: 3 clusters Score -9956521 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -9957229.000000 Penalty: 3646.187012
	Iteration 3Q: 3 clusters Score -9957229 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -9958347.000000 Penalty: 3646.187012
	Iteration 4Q: 3 clusters Score -9958347 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -9960304.000000 Penalty: 3646.187012
	Iteration 5F: 3 clusters Score -9960304 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -9963547.000000 Penalty: 3646.187012
	Iteration 6F: 3 clusters Score -9963547 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -9968303.000000 Penalty: 3646.187012
	Iteration 7F: 3 clusters Score -9968303 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -9973002.000000 Penalty: 3646.187012
	Iteration 8F: 3 clusters Score -9973002 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9975992.000000 Penalty: 3646.187012
	Iteration 9F: 3 clusters Score -9975992 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9977431.000000 Penalty: 3646.187012
	Iteration 10Q: 3 clusters Score -9977431 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9978149.000000 Penalty: 3646.187012
	Iteration 11Q: 3 clusters Score -9978149 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9978387.000000 Penalty: 3646.187012
	Iteration 12Q: 3 clusters Score -9978387 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9978489.000000 Penalty: 3646.187012
	Iteration 13Q: 3 clusters Score -9978489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9978558.000000 Penalty: 3646.187012
	Iteration 14Q: 3 clusters Score -9978558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9978607.000000 Penalty: 3646.187012
	Iteration 15Q: 3 clusters Score -9978607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9978641.000000 Penalty: 3646.187012
	Iteration 16Q: 3 clusters Score -9978641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9978670.000000 Penalty: 3646.187012
	Iteration 17Q: 3 clusters Score -9978670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9978679.000000 Penalty: 3646.187012
	Iteration 18Q: 3 clusters Score -9978679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9978688.000000 Penalty: 3646.187012
	Iteration 19Q: 3 clusters Score -9978688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9978701.000000 Penalty: 3646.187012
	Iteration 20F: 3 clusters Score -9978701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9978706.000000 Penalty: 3646.187012
	Iteration 21Q: 3 clusters Score -9978706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9978714.000000 Penalty: 3646.187012
	Iteration 22Q: 3 clusters Score -9978714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9978718.000000 Penalty: 3646.187012
	Iteration 23Q: 3 clusters Score -9978718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9978730.000000 Penalty: 3646.187012
	Iteration 24Q: 3 clusters Score -9978730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9978727.000000 Penalty: 3646.187012
	Iteration 25Q: 3 clusters Score -9978727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9978729.000000 Penalty: 3646.187012
	Iteration 26Q: 3 clusters Score -9978729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9978729.000000 Penalty: 3646.187012
	Iteration 27F: 3 clusters Score -9978729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15843.369141 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15843.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16052.707031 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -16052.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16100.006836 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -16100.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16121.951172 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -16121.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16127.913086 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16127.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16135.446289 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16135.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16138.760742 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16138.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16145.257812 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16145.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16145.257812 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -16145.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26524.119141 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26524.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26691.140625 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26691.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26836.960938 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26836.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27011.699219 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -27011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27054.314453 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -27054.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27115.082031 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -27115.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27213.962891 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -27213.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27218.496094 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -27218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27218.496094 Penalty: 1863.335938
	Iteration 8F: 3 clusters Score -27218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -295268.437500 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -295268.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -292985.281250 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -292985.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -293579.218750 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -293579.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -293832.937500 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -293832.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294055.781250 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -294055.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -294265.218750 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -294265.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -294419.375000 Penalty: 2522.013184
	Iteration 5F: 3 clusters Score -294419.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -294541.812500 Penalty: 2522.013184
	Iteration 6F: 3 clusters Score -294541.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -294620.937500 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -294620.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -294656.343750 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -294656.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -294670.531250 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -294670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -294678.875000 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -294678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -294682.812500 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -294682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -294685.875000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -294685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -294688.406250 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -294688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -294689.906250 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -294689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -294692.250000 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -294692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -294695.093750 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -294695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -294698.500000 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -294698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -294703.093750 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -294703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -294706.437500 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -294706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -294708.750000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -294708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -294711.437500 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -294711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -294713.093750 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -294713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -294715.156250 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -294715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -294715.218750 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -294715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -294715.687500 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -294715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -294715.687500 Penalty: 2522.013184
	Iteration 26F: 3 clusters Score -294715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67779.078125 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67779.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67945.492188 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67945.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68030.195312 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -68030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68097.812500 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -68097.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -68126.523438 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -68126.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -68146.632812 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -68146.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -68165.539062 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -68165.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -68177.335938 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68177.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68183.945312 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68183.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -68188.437500 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -68188.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68205.062500 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -68205.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68208.765625 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -68208.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68208.765625 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -68208.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6532.679688 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6532.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6647.114746 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6647.115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6687.858887 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6687.859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6703.270996 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6703.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6705.800781 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6705.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6705.800781 Penalty: 1657.456543
	Iteration 5F: 3 clusters Score -6705.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24533.410156 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -24533.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23799.402344 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -23799.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23877.722656 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -23877.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23885.085938 Penalty: 1767.375732
	Iteration 2Q: 3 clusters Score -23885.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23890.107422 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -23890.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23892.806641 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -23892.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23894.167969 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -23894.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23895.003906 Penalty: 1767.375732
	Iteration 6Q: 3 clusters Score -23895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23913.875000 Penalty: 1767.375732
	Iteration 7Q: 3 clusters Score -23913.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23920.845703 Penalty: 1767.375732
	Iteration 8Q: 3 clusters Score -23920.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23921.265625 Penalty: 1767.375732
	Iteration 9Q: 3 clusters Score -23921.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23923.105469 Penalty: 1767.375732
	Iteration 10Q: 3 clusters Score -23923.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23923.105469 Penalty: 1767.375732
	Iteration 11F: 3 clusters Score -23923.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -85228.812500 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -85228.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84082.093750 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -84082.09 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84312.476562 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -84312.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84403.484375 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -84403.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84448.367188 Penalty: 2102.001953
	Iteration 3Q: 3 clusters Score -84448.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84476.125000 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -84476.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84502.562500 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -84502.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84522.570312 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -84522.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84534.929688 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -84534.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84544.851562 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -84544.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84555.046875 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -84555.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84571.156250 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -84571.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84590.656250 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -84590.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84612.875000 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -84612.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84636.445312 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -84636.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84647.835938 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -84647.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84658.687500 Penalty: 2102.001953
	Iteration 15Q: 3 clusters Score -84658.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84670.937500 Penalty: 2102.001953
	Iteration 16Q: 3 clusters Score -84670.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84672.796875 Penalty: 2102.001953
	Iteration 17Q: 3 clusters Score -84672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84672.796875 Penalty: 2102.001953
	Iteration 18F: 3 clusters Score -84672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Entering Unmasked Estep 
Score: -3294147.750000 Penalty: 1648.291260
	Iteration 0F: 2 clusters Score -3294148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3276935.750000 Penalty: 3296.582520
	Iteration 0F: 3 clusters Score -3276936 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3283455.750000 Penalty: 3296.582520
	Iteration 1F: 3 clusters Score -3283456 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3283878.500000 Penalty: 3296.582520
	Iteration 2F: 3 clusters Score -3283878 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3284258.750000 Penalty: 3296.582520
	Iteration 3Q: 3 clusters Score -3284259 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3284679.250000 Penalty: 3296.582520
	Iteration 4Q: 3 clusters Score -3284679 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3285129.000000 Penalty: 3296.582520
	Iteration 5Q: 3 clusters Score -3285129 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3285706.500000 Penalty: 3296.582520
	Iteration 6Q: 3 clusters Score -3285706 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3286408.250000 Penalty: 3296.582520
	Iteration 7Q: 3 clusters Score -3286408 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3287233.500000 Penalty: 3296.582520
	Iteration 8F: 3 clusters Score -3287234 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3288142.000000 Penalty: 3296.582520
	Iteration 9F: 3 clusters Score -3288142 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3288939.750000 Penalty: 3296.582520
	Iteration 10F: 3 clusters Score -3288940 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3289475.500000 Penalty: 3296.582520
	Iteration 11Q: 3 clusters Score -3289476 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3289789.500000 Penalty: 3296.582520
	Iteration 12Q: 3 clusters Score -3289790 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3289998.750000 Penalty: 3296.582520
	Iteration 13Q: 3 clusters Score -3289999 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3290132.750000 Penalty: 3296.582520
	Iteration 14Q: 3 clusters Score -3290133 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3290247.250000 Penalty: 3296.582520
	Iteration 15Q: 3 clusters Score -3290247 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3290368.500000 Penalty: 3296.582520
	Iteration 16Q: 3 clusters Score -3290368 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3290508.250000 Penalty: 3296.582520
	Iteration 17Q: 3 clusters Score -3290508 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3290631.500000 Penalty: 3296.582520
	Iteration 18Q: 3 clusters Score -3290632 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3290759.250000 Penalty: 3296.582520
	Iteration 19Q: 3 clusters Score -3290759 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3290880.000000 Penalty: 3296.582520
	Iteration 20F: 3 clusters Score -3290880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3290997.000000 Penalty: 3296.582520
	Iteration 21Q: 3 clusters Score -3290997 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3291089.250000 Penalty: 3296.582520
	Iteration 22Q: 3 clusters Score -3291089 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3291178.000000 Penalty: 3296.582520
	Iteration 23Q: 3 clusters Score -3291178 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3291219.000000 Penalty: 3296.582520
	Iteration 24Q: 3 clusters Score -3291219 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3291263.750000 Penalty: 3296.582520
	Iteration 25Q: 3 clusters Score -3291264 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3291313.250000 Penalty: 3296.582520
	Iteration 26Q: 3 clusters Score -3291313 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3291350.250000 Penalty: 3296.582520
	Iteration 27Q: 3 clusters Score -3291350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3291394.250000 Penalty: 3296.582520
	Iteration 28Q: 3 clusters Score -3291394 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3291418.750000 Penalty: 3296.582520
	Iteration 29Q: 3 clusters Score -3291419 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3291468.250000 Penalty: 3296.582520
	Iteration 30Q: 3 clusters Score -3291468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3291495.500000 Penalty: 3296.582520
	Iteration 31Q: 3 clusters Score -3291496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3291536.000000 Penalty: 3296.582520
	Iteration 32Q: 3 clusters Score -3291536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3291578.000000 Penalty: 3296.582520
	Iteration 33Q: 3 clusters Score -3291578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3291590.750000 Penalty: 3296.582520
	Iteration 34Q: 3 clusters Score -3291591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3291597.500000 Penalty: 3296.582520
	Iteration 35Q: 3 clusters Score -3291598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3291622.750000 Penalty: 3296.582520
	Iteration 36Q: 3 clusters Score -3291623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3291626.500000 Penalty: 3296.582520
	Iteration 37Q: 3 clusters Score -3291626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3291646.000000 Penalty: 3296.582520
	Iteration 38Q: 3 clusters Score -3291646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3291663.000000 Penalty: 3296.582520
	Iteration 39Q: 3 clusters Score -3291663 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3291687.500000 Penalty: 3296.582520
	Iteration 40F: 3 clusters Score -3291688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3291699.000000 Penalty: 3296.582520
	Iteration 41Q: 3 clusters Score -3291699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3291710.750000 Penalty: 3296.582520
	Iteration 42Q: 3 clusters Score -3291711 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3291728.000000 Penalty: 3296.582520
	Iteration 43Q: 3 clusters Score -3291728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3291733.250000 Penalty: 3296.582520
	Iteration 44Q: 3 clusters Score -3291733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3291735.000000 Penalty: 3296.582520
	Iteration 45Q: 3 clusters Score -3291735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3291749.500000 Penalty: 3296.582520
	Iteration 46Q: 3 clusters Score -3291750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3291757.500000 Penalty: 3296.582520
	Iteration 47Q: 3 clusters Score -3291758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3291763.250000 Penalty: 3296.582520
	Iteration 48Q: 3 clusters Score -3291763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3291769.000000 Penalty: 3296.582520
	Iteration 49Q: 3 clusters Score -3291769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3291768.750000 Penalty: 3296.582520
	Iteration 50Q: 3 clusters Score -3291769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3291775.500000 Penalty: 3296.582520
	Iteration 51Q: 3 clusters Score -3291776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3291781.000000 Penalty: 3296.582520
	Iteration 52Q: 3 clusters Score -3291781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3291784.250000 Penalty: 3296.582520
	Iteration 53Q: 3 clusters Score -3291784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3291796.750000 Penalty: 3296.582520
	Iteration 54Q: 3 clusters Score -3291797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3291807.750000 Penalty: 3296.582520
	Iteration 55Q: 3 clusters Score -3291808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3291818.250000 Penalty: 3296.582520
	Iteration 56Q: 3 clusters Score -3291818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3291826.250000 Penalty: 3296.582520
	Iteration 57Q: 3 clusters Score -3291826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3291837.250000 Penalty: 3296.582520
	Iteration 58Q: 3 clusters Score -3291837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3291837.750000 Penalty: 3296.582520
	Iteration 59Q: 3 clusters Score -3291838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3291838.000000 Penalty: 3296.582520
	Iteration 60F: 3 clusters Score -3291838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3291846.750000 Penalty: 3296.582520
	Iteration 61Q: 3 clusters Score -3291847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3291842.750000 Penalty: 3296.582520
	Iteration 62Q: 3 clusters Score -3291843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3291845.250000 Penalty: 3296.582520
	Iteration 63Q: 3 clusters Score -3291845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3291860.000000 Penalty: 3296.582520
	Iteration 64Q: 3 clusters Score -3291860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3291860.250000 Penalty: 3296.582520
	Iteration 65Q: 3 clusters Score -3291860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3291868.500000 Penalty: 3296.582520
	Iteration 66Q: 3 clusters Score -3291868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3291880.750000 Penalty: 3296.582520
	Iteration 67Q: 3 clusters Score -3291881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3291891.500000 Penalty: 3296.582520
	Iteration 68Q: 3 clusters Score -3291892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3291891.500000 Penalty: 3296.582520
	Iteration 69Q: 3 clusters Score -3291892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3291897.750000 Penalty: 3296.582520
	Iteration 70Q: 3 clusters Score -3291898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3291893.000000 Penalty: 3296.582520
	Iteration 71Q: 3 clusters Score -3291893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3291892.750000 Penalty: 3296.582520
	Iteration 72Q: 3 clusters Score -3291893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3291900.750000 Penalty: 3296.582520
	Iteration 73Q: 3 clusters Score -3291901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3291901.750000 Penalty: 3296.582520
	Iteration 74Q: 3 clusters Score -3291902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3291915.750000 Penalty: 3296.582520
	Iteration 75Q: 3 clusters Score -3291916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3291909.500000 Penalty: 3296.582520
	Iteration 76Q: 3 clusters Score -3291910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3291909.750000 Penalty: 3296.582520
	Iteration 77Q: 3 clusters Score -3291910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3291910.000000 Penalty: 3296.582520
	Iteration 78Q: 3 clusters Score -3291910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3291907.500000 Penalty: 3296.582520
	Iteration 79Q: 3 clusters Score -3291908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3291906.500000 Penalty: 3296.582520
	Iteration 80F: 3 clusters Score -3291906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3291917.500000 Penalty: 3296.582520
	Iteration 81Q: 3 clusters Score -3291918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3291915.000000 Penalty: 3296.582520
	Iteration 82Q: 3 clusters Score -3291915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3291911.000000 Penalty: 3296.582520
	Iteration 83Q: 3 clusters Score -3291911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3291916.250000 Penalty: 3296.582520
	Iteration 84Q: 3 clusters Score -3291916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3291920.500000 Penalty: 3296.582520
	Iteration 85Q: 3 clusters Score -3291920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3291922.000000 Penalty: 3296.582520
	Iteration 86Q: 3 clusters Score -3291922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3291927.750000 Penalty: 3296.582520
	Iteration 87Q: 3 clusters Score -3291928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3291923.000000 Penalty: 3296.582520
	Iteration 88Q: 3 clusters Score -3291923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3291926.250000 Penalty: 3296.582520
	Iteration 89Q: 3 clusters Score -3291926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3291924.750000 Penalty: 3296.582520
	Iteration 90Q: 3 clusters Score -3291925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3291928.250000 Penalty: 3296.582520
	Iteration 91Q: 3 clusters Score -3291928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3291926.750000 Penalty: 3296.582520
	Iteration 92Q: 3 clusters Score -3291927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3291927.750000 Penalty: 3296.582520
	Iteration 93Q: 3 clusters Score -3291928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3291934.500000 Penalty: 3296.582520
	Iteration 94Q: 3 clusters Score -3291934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3291935.250000 Penalty: 3296.582520
	Iteration 95Q: 3 clusters Score -3291935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3291934.250000 Penalty: 3296.582520
	Iteration 96Q: 3 clusters Score -3291934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3291933.500000 Penalty: 3296.582520
	Iteration 97Q: 3 clusters Score -3291934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3291933.500000 Penalty: 3296.582520
	Iteration 98F: 3 clusters Score -3291934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40900.035156 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40900.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39983.554688 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39983.55 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40197.546875 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -40197.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40261.632812 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -40261.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40292.667969 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -40292.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40318.625000 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -40318.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40336.445312 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -40336.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40350.093750 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -40350.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40363.421875 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -40363.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40384.382812 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -40384.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40410.273438 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -40410.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40422.246094 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -40422.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40423.800781 Penalty: 1978.939697
	Iteration 11F: 3 clusters Score -40423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40427.019531 Penalty: 1978.939697
	Iteration 12Q: 3 clusters Score -40427.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40451.453125 Penalty: 1978.939697
	Iteration 13Q: 3 clusters Score -40451.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40489.277344 Penalty: 1978.939697
	Iteration 14Q: 3 clusters Score -40489.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40513.246094 Penalty: 1978.939697
	Iteration 15Q: 3 clusters Score -40513.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40535.675781 Penalty: 1978.939697
	Iteration 16Q: 3 clusters Score -40535.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40565.894531 Penalty: 1978.939697
	Iteration 17Q: 3 clusters Score -40565.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40585.210938 Penalty: 1978.939697
	Iteration 18Q: 3 clusters Score -40585.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40604.414062 Penalty: 1978.939697
	Iteration 19Q: 3 clusters Score -40604.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40621.136719 Penalty: 1978.939697
	Iteration 20F: 3 clusters Score -40621.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40641.644531 Penalty: 1978.939697
	Iteration 21Q: 3 clusters Score -40641.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40684.816406 Penalty: 1978.939697
	Iteration 22Q: 3 clusters Score -40684.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40707.292969 Penalty: 1978.939697
	Iteration 23Q: 3 clusters Score -40707.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40716.023438 Penalty: 1978.939697
	Iteration 24Q: 3 clusters Score -40716.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40742.796875 Penalty: 1978.939697
	Iteration 25Q: 3 clusters Score -40742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40774.941406 Penalty: 1978.939697
	Iteration 26Q: 3 clusters Score -40774.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40786.328125 Penalty: 1978.939697
	Iteration 27Q: 3 clusters Score -40786.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40795.433594 Penalty: 1978.939697
	Iteration 28Q: 3 clusters Score -40795.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40804.382812 Penalty: 1978.939697
	Iteration 29Q: 3 clusters Score -40804.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40807.800781 Penalty: 1978.939697
	Iteration 30Q: 3 clusters Score -40807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40812.597656 Penalty: 1978.939697
	Iteration 31Q: 3 clusters Score -40812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40830.324219 Penalty: 1978.939697
	Iteration 32Q: 3 clusters Score -40830.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40835.964844 Penalty: 1978.939697
	Iteration 33Q: 3 clusters Score -40835.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40838.308594 Penalty: 1978.939697
	Iteration 34Q: 3 clusters Score -40838.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40838.308594 Penalty: 1978.939697
	Iteration 35F: 3 clusters Score -40838.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -663093.312500 Penalty: 1399.117676
	Iteration 0F: 2 clusters Score -663093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -658782.625000 Penalty: 2798.235352
	Iteration 0F: 3 clusters Score -658782.6 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -660149.375000 Penalty: 2798.235352
	Iteration 1F: 3 clusters Score -660149.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -660490.875000 Penalty: 2798.235352
	Iteration 2F: 3 clusters Score -660490.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -660711.687500 Penalty: 2798.235352
	Iteration 3F: 3 clusters Score -660711.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -660859.562500 Penalty: 2798.235352
	Iteration 4F: 3 clusters Score -660859.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -660960.000000 Penalty: 2798.235352
	Iteration 5Q: 3 clusters Score -660960 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -661053.062500 Penalty: 2798.235352
	Iteration 6Q: 3 clusters Score -661053.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -661145.812500 Penalty: 2798.235352
	Iteration 7Q: 3 clusters Score -661145.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -661230.875000 Penalty: 2798.235352
	Iteration 8Q: 3 clusters Score -661230.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -661325.562500 Penalty: 2798.235352
	Iteration 9Q: 3 clusters Score -661325.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -661401.750000 Penalty: 2798.235352
	Iteration 10Q: 3 clusters Score -661401.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -661459.250000 Penalty: 2798.235352
	Iteration 11Q: 3 clusters Score -661459.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -661511.812500 Penalty: 2798.235352
	Iteration 12Q: 3 clusters Score -661511.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -661564.000000 Penalty: 2798.235352
	Iteration 13Q: 3 clusters Score -661564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -661606.937500 Penalty: 2798.235352
	Iteration 14Q: 3 clusters Score -661606.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -661632.687500 Penalty: 2798.235352
	Iteration 15Q: 3 clusters Score -661632.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -661656.000000 Penalty: 2798.235352
	Iteration 16Q: 3 clusters Score -661656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -661678.625000 Penalty: 2798.235352
	Iteration 17Q: 3 clusters Score -661678.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -661700.562500 Penalty: 2798.235352
	Iteration 18Q: 3 clusters Score -661700.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -661725.875000 Penalty: 2798.235352
	Iteration 19Q: 3 clusters Score -661725.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -661753.750000 Penalty: 2798.235352
	Iteration 20F: 3 clusters Score -661753.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -661780.812500 Penalty: 2798.235352
	Iteration 21Q: 3 clusters Score -661780.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -661816.875000 Penalty: 2798.235352
	Iteration 22Q: 3 clusters Score -661816.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -661861.062500 Penalty: 2798.235352
	Iteration 23Q: 3 clusters Score -661861.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -661900.187500 Penalty: 2798.235352
	Iteration 24Q: 3 clusters Score -661900.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -661942.312500 Penalty: 2798.235352
	Iteration 25Q: 3 clusters Score -661942.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -661990.625000 Penalty: 2798.235352
	Iteration 26Q: 3 clusters Score -661990.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -662031.250000 Penalty: 2798.235352
	Iteration 27Q: 3 clusters Score -662031.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -662065.437500 Penalty: 2798.235352
	Iteration 28Q: 3 clusters Score -662065.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -662090.750000 Penalty: 2798.235352
	Iteration 29Q: 3 clusters Score -662090.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -662122.875000 Penalty: 2798.235352
	Iteration 30Q: 3 clusters Score -662122.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -662148.250000 Penalty: 2798.235352
	Iteration 31Q: 3 clusters Score -662148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -662176.562500 Penalty: 2798.235352
	Iteration 32Q: 3 clusters Score -662176.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -662188.312500 Penalty: 2798.235352
	Iteration 33Q: 3 clusters Score -662188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -662196.312500 Penalty: 2798.235352
	Iteration 34Q: 3 clusters Score -662196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -662202.375000 Penalty: 2798.235352
	Iteration 35Q: 3 clusters Score -662202.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -662208.812500 Penalty: 2798.235352
	Iteration 36Q: 3 clusters Score -662208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -662211.375000 Penalty: 2798.235352
	Iteration 37Q: 3 clusters Score -662211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -662217.625000 Penalty: 2798.235352
	Iteration 38Q: 3 clusters Score -662217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -662221.312500 Penalty: 2798.235352
	Iteration 39Q: 3 clusters Score -662221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -662221.375000 Penalty: 2798.235352
	Iteration 40F: 3 clusters Score -662221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -662222.437500 Penalty: 2798.235352
	Iteration 41Q: 3 clusters Score -662222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -662222.250000 Penalty: 2798.235352
	Iteration 42Q: 3 clusters Score -662222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -662222.250000 Penalty: 2798.235352
	Iteration 43F: 3 clusters Score -662222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -39238.226562 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -39238.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38335.757812 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -38335.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38464.503906 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -38464.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38499.253906 Penalty: 1883.718750
	Iteration 2Q: 3 clusters Score -38499.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38514.648438 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -38514.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38520.136719 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -38520.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38524.617188 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -38524.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38524.617188 Penalty: 1883.718750
	Iteration 6F: 3 clusters Score -38524.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (61253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Entering Unmasked Estep 
Score: -8178641.500000 Penalty: 1791.199829
	Iteration 0F: 2 clusters Score -8178642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8140395.500000 Penalty: 3582.399658
	Iteration 0F: 3 clusters Score -8140396 nChanged 29030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -8156872.000000 Penalty: 3582.399658
	Iteration 1F: 3 clusters Score -8156872 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8157578.000000 Penalty: 3582.399658
	Iteration 2Q: 3 clusters Score -8157578 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8158717.500000 Penalty: 3582.399658
	Iteration 3Q: 3 clusters Score -8158718 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8160630.500000 Penalty: 3582.399658
	Iteration 4F: 3 clusters Score -8160630 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8163787.000000 Penalty: 3582.399658
	Iteration 5F: 3 clusters Score -8163787 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -8168082.000000 Penalty: 3582.399658
	Iteration 6F: 3 clusters Score -8168082 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -8172228.500000 Penalty: 3582.399658
	Iteration 7F: 3 clusters Score -8172228 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8175046.500000 Penalty: 3582.399658
	Iteration 8F: 3 clusters Score -8175046 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -8176595.000000 Penalty: 3582.399658
	Iteration 9Q: 3 clusters Score -8176595 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -8177047.500000 Penalty: 3582.399658
	Iteration 10Q: 3 clusters Score -8177048 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -8177210.000000 Penalty: 3582.399658
	Iteration 11Q: 3 clusters Score -8177210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -8177262.000000 Penalty: 3582.399658
	Iteration 12Q: 3 clusters Score -8177262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -8177299.000000 Penalty: 3582.399658
	Iteration 13Q: 3 clusters Score -8177299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -8177317.000000 Penalty: 3582.399658
	Iteration 14Q: 3 clusters Score -8177317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -8177335.500000 Penalty: 3582.399658
	Iteration 15Q: 3 clusters Score -8177336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -8177335.000000 Penalty: 3582.399658
	Iteration 16Q: 3 clusters Score -8177335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -8177346.500000 Penalty: 3582.399658
	Iteration 17Q: 3 clusters Score -8177346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -8177352.000000 Penalty: 3582.399658
	Iteration 18Q: 3 clusters Score -8177352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -8177357.500000 Penalty: 3582.399658
	Iteration 19Q: 3 clusters Score -8177358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -8177360.000000 Penalty: 3582.399658
	Iteration 20F: 3 clusters Score -8177360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -8177358.500000 Penalty: 3582.399658
	Iteration 21Q: 3 clusters Score -8177358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -8177352.000000 Penalty: 3582.399658
	Iteration 22Q: 3 clusters Score -8177352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -8177352.000000 Penalty: 3582.399658
	Iteration 23F: 3 clusters Score -8177352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -36376.843750 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -36376.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35470.925781 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -35470.93 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35718.742188 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -35718.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35855.859375 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -35855.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35966.292969 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -35966.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36036.023438 Penalty: 1934.804077
	Iteration 4F: 3 clusters Score -36036.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36083.046875 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -36083.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36112.390625 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -36112.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36124.042969 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -36124.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36152.777344 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -36152.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36183.769531 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -36183.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36191.937500 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -36191.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36195.054688 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -36195.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36195.054688 Penalty: 1934.804077
	Iteration 12F: 3 clusters Score -36195.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14409.941406 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14409.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14557.565430 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14557.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14606.828125 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14606.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14621.479492 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14621.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14644.826172 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14644.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14664.369141 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14664.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14667.113281 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14667.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14667.113281 Penalty: 1808.469116
	Iteration 7F: 3 clusters Score -14667.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (57451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Entering Unmasked Estep 
Score: -7645051.000000 Penalty: 1780.786743
	Iteration 0F: 2 clusters Score -7645051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -7607280.000000 Penalty: 3561.573486
	Iteration 0F: 3 clusters Score -7607280 nChanged 27006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -7622486.500000 Penalty: 3561.573486
	Iteration 1F: 3 clusters Score -7622486 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7622900.500000 Penalty: 3561.573486
	Iteration 2Q: 3 clusters Score -7622900 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -7623328.500000 Penalty: 3561.573486
	Iteration 3Q: 3 clusters Score -7623328 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -7623885.500000 Penalty: 3561.573486
	Iteration 4Q: 3 clusters Score -7623886 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7624497.500000 Penalty: 3561.573486
	Iteration 5Q: 3 clusters Score -7624498 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -7625421.000000 Penalty: 3561.573486
	Iteration 6Q: 3 clusters Score -7625421 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -7626753.500000 Penalty: 3561.573486
	Iteration 7Q: 3 clusters Score -7626754 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -7628810.000000 Penalty: 3561.573486
	Iteration 8F: 3 clusters Score -7628810 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -7631318.000000 Penalty: 3561.573486
	Iteration 9F: 3 clusters Score -7631318 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -7633866.500000 Penalty: 3561.573486
	Iteration 10F: 3 clusters Score -7633866 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7636068.000000 Penalty: 3561.573486
	Iteration 11F: 3 clusters Score -7636068 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7637833.500000 Penalty: 3561.573486
	Iteration 12F: 3 clusters Score -7637834 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -7638929.000000 Penalty: 3561.573486
	Iteration 13Q: 3 clusters Score -7638929 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -7639747.500000 Penalty: 3561.573486
	Iteration 14Q: 3 clusters Score -7639748 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -7640384.500000 Penalty: 3561.573486
	Iteration 15Q: 3 clusters Score -7640384 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -7640839.000000 Penalty: 3561.573486
	Iteration 16Q: 3 clusters Score -7640839 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -7641133.000000 Penalty: 3561.573486
	Iteration 17Q: 3 clusters Score -7641133 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7641367.000000 Penalty: 3561.573486
	Iteration 18Q: 3 clusters Score -7641367 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7641509.500000 Penalty: 3561.573486
	Iteration 19Q: 3 clusters Score -7641510 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7641615.500000 Penalty: 3561.573486
	Iteration 20F: 3 clusters Score -7641616 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7641721.000000 Penalty: 3561.573486
	Iteration 21Q: 3 clusters Score -7641721 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -7641825.500000 Penalty: 3561.573486
	Iteration 22Q: 3 clusters Score -7641826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7641946.500000 Penalty: 3561.573486
	Iteration 23Q: 3 clusters Score -7641946 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7642025.500000 Penalty: 3561.573486
	Iteration 24Q: 3 clusters Score -7642026 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -7642139.500000 Penalty: 3561.573486
	Iteration 25Q: 3 clusters Score -7642140 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -7642297.500000 Penalty: 3561.573486
	Iteration 26Q: 3 clusters Score -7642298 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -7642475.500000 Penalty: 3561.573486
	Iteration 27Q: 3 clusters Score -7642476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -7642623.000000 Penalty: 3561.573486
	Iteration 28Q: 3 clusters Score -7642623 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7642713.000000 Penalty: 3561.573486
	Iteration 29Q: 3 clusters Score -7642713 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -7642752.000000 Penalty: 3561.573486
	Iteration 30Q: 3 clusters Score -7642752 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7642760.000000 Penalty: 3561.573486
	Iteration 31Q: 3 clusters Score -7642760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -7642778.000000 Penalty: 3561.573486
	Iteration 32Q: 3 clusters Score -7642778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -7642793.500000 Penalty: 3561.573486
	Iteration 33Q: 3 clusters Score -7642794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -7642807.500000 Penalty: 3561.573486
	Iteration 34Q: 3 clusters Score -7642808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -7642813.000000 Penalty: 3561.573486
	Iteration 35Q: 3 clusters Score -7642813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -7642815.500000 Penalty: 3561.573486
	Iteration 36Q: 3 clusters Score -7642816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -7642819.000000 Penalty: 3561.573486
	Iteration 37Q: 3 clusters Score -7642819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7642820.000000 Penalty: 3561.573486
	Iteration 38Q: 3 clusters Score -7642820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -7642821.500000 Penalty: 3561.573486
	Iteration 39Q: 3 clusters Score -7642822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -7642841.500000 Penalty: 3561.573486
	Iteration 40F: 3 clusters Score -7642842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -7642867.500000 Penalty: 3561.573486
	Iteration 41Q: 3 clusters Score -7642868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -7642873.500000 Penalty: 3561.573486
	Iteration 42Q: 3 clusters Score -7642874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -7642902.000000 Penalty: 3561.573486
	Iteration 43Q: 3 clusters Score -7642902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -7642906.000000 Penalty: 3561.573486
	Iteration 44Q: 3 clusters Score -7642906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -7642908.000000 Penalty: 3561.573486
	Iteration 45Q: 3 clusters Score -7642908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -7642897.500000 Penalty: 3561.573486
	Iteration 46Q: 3 clusters Score -7642898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -7642883.500000 Penalty: 3561.573486
	Iteration 47Q: 3 clusters Score -7642884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -7642872.500000 Penalty: 3561.573486
	Iteration 48Q: 3 clusters Score -7642872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -7642878.500000 Penalty: 3561.573486
	Iteration 49Q: 3 clusters Score -7642878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -7642883.000000 Penalty: 3561.573486
	Iteration 50Q: 3 clusters Score -7642883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -7642885.000000 Penalty: 3561.573486
	Iteration 51Q: 3 clusters Score -7642885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -7642889.500000 Penalty: 3561.573486
	Iteration 52Q: 3 clusters Score -7642890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7642895.500000 Penalty: 3561.573486
	Iteration 53Q: 3 clusters Score -7642896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -7642903.000000 Penalty: 3561.573486
	Iteration 54Q: 3 clusters Score -7642903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -7642897.500000 Penalty: 3561.573486
	Iteration 55Q: 3 clusters Score -7642898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -7642898.500000 Penalty: 3561.573486
	Iteration 56Q: 3 clusters Score -7642898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -7642889.500000 Penalty: 3561.573486
	Iteration 57Q: 3 clusters Score -7642890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -7642890.000000 Penalty: 3561.573486
	Iteration 58Q: 3 clusters Score -7642890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -7642902.500000 Penalty: 3561.573486
	Iteration 59Q: 3 clusters Score -7642902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -7642908.000000 Penalty: 3561.573486
	Iteration 60F: 3 clusters Score -7642908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -7642899.500000 Penalty: 3561.573486
	Iteration 61Q: 3 clusters Score -7642900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -7642902.500000 Penalty: 3561.573486
	Iteration 62Q: 3 clusters Score -7642902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -7642908.500000 Penalty: 3561.573486
	Iteration 63Q: 3 clusters Score -7642908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -7642908.000000 Penalty: 3561.573486
	Iteration 64Q: 3 clusters Score -7642908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -7642907.000000 Penalty: 3561.573486
	Iteration 65Q: 3 clusters Score -7642907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7642918.000000 Penalty: 3561.573486
	Iteration 66Q: 3 clusters Score -7642918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -7642929.500000 Penalty: 3561.573486
	Iteration 67Q: 3 clusters Score -7642930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -7642937.500000 Penalty: 3561.573486
	Iteration 68Q: 3 clusters Score -7642938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -7642938.000000 Penalty: 3561.573486
	Iteration 69Q: 3 clusters Score -7642938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -7642945.000000 Penalty: 3561.573486
	Iteration 70Q: 3 clusters Score -7642945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -7642944.500000 Penalty: 3561.573486
	Iteration 71Q: 3 clusters Score -7642944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -7642940.500000 Penalty: 3561.573486
	Iteration 72Q: 3 clusters Score -7642940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -7642946.000000 Penalty: 3561.573486
	Iteration 73Q: 3 clusters Score -7642946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7642947.500000 Penalty: 3561.573486
	Iteration 74Q: 3 clusters Score -7642948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -7642960.000000 Penalty: 3561.573486
	Iteration 75Q: 3 clusters Score -7642960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -7642972.500000 Penalty: 3561.573486
	Iteration 76Q: 3 clusters Score -7642972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -7642987.000000 Penalty: 3561.573486
	Iteration 77Q: 3 clusters Score -7642987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7642995.000000 Penalty: 3561.573486
	Iteration 78Q: 3 clusters Score -7642995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7642995.500000 Penalty: 3561.573486
	Iteration 79Q: 3 clusters Score -7642996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -7643018.000000 Penalty: 3561.573486
	Iteration 80F: 3 clusters Score -7643018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -7643028.500000 Penalty: 3561.573486
	Iteration 81Q: 3 clusters Score -7643028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7643039.000000 Penalty: 3561.573486
	Iteration 82Q: 3 clusters Score -7643039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -7643050.500000 Penalty: 3561.573486
	Iteration 83Q: 3 clusters Score -7643050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -7643051.000000 Penalty: 3561.573486
	Iteration 84Q: 3 clusters Score -7643051 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7643058.500000 Penalty: 3561.573486
	Iteration 85Q: 3 clusters Score -7643058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -7643073.000000 Penalty: 3561.573486
	Iteration 86Q: 3 clusters Score -7643073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7643086.000000 Penalty: 3561.573486
	Iteration 87Q: 3 clusters Score -7643086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -7643082.500000 Penalty: 3561.573486
	Iteration 88Q: 3 clusters Score -7643082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7643101.000000 Penalty: 3561.573486
	Iteration 89Q: 3 clusters Score -7643101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -7643131.500000 Penalty: 3561.573486
	Iteration 90Q: 3 clusters Score -7643132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7643140.500000 Penalty: 3561.573486
	Iteration 91Q: 3 clusters Score -7643140 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -7643157.500000 Penalty: 3561.573486
	Iteration 92Q: 3 clusters Score -7643158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -7643163.500000 Penalty: 3561.573486
	Iteration 93Q: 3 clusters Score -7643164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -7643196.500000 Penalty: 3561.573486
	Iteration 94Q: 3 clusters Score -7643196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -7643212.500000 Penalty: 3561.573486
	Iteration 95Q: 3 clusters Score -7643212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7643221.500000 Penalty: 3561.573486
	Iteration 96Q: 3 clusters Score -7643222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -7643240.500000 Penalty: 3561.573486
	Iteration 97Q: 3 clusters Score -7643240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -7643270.500000 Penalty: 3561.573486
	Iteration 98Q: 3 clusters Score -7643270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7643281.500000 Penalty: 3561.573486
	Iteration 99Q: 3 clusters Score -7643282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -7643269.000000 Penalty: 3561.573486
	Iteration 100F: 3 clusters Score -7643269 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -7643270.500000 Penalty: 3561.573486
	Iteration 101Q: 3 clusters Score -7643270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -7643299.500000 Penalty: 3561.573486
	Iteration 102Q: 3 clusters Score -7643300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -7643328.000000 Penalty: 3561.573486
	Iteration 103Q: 3 clusters Score -7643328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -7643352.000000 Penalty: 3561.573486
	Iteration 104Q: 3 clusters Score -7643352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -7643363.000000 Penalty: 3561.573486
	Iteration 105Q: 3 clusters Score -7643363 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -7643375.500000 Penalty: 3561.573486
	Iteration 106Q: 3 clusters Score -7643376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7643387.000000 Penalty: 3561.573486
	Iteration 107Q: 3 clusters Score -7643387 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -7643397.000000 Penalty: 3561.573486
	Iteration 108Q: 3 clusters Score -7643397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -7643390.500000 Penalty: 3561.573486
	Iteration 109Q: 3 clusters Score -7643390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -7643418.500000 Penalty: 3561.573486
	Iteration 110Q: 3 clusters Score -7643418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7643443.500000 Penalty: 3561.573486
	Iteration 111Q: 3 clusters Score -7643444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -7643451.000000 Penalty: 3561.573486
	Iteration 112Q: 3 clusters Score -7643451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7643473.500000 Penalty: 3561.573486
	Iteration 113Q: 3 clusters Score -7643474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7643476.000000 Penalty: 3561.573486
	Iteration 114Q: 3 clusters Score -7643476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7643515.500000 Penalty: 3561.573486
	Iteration 115Q: 3 clusters Score -7643516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -7643541.000000 Penalty: 3561.573486
	Iteration 116Q: 3 clusters Score -7643541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7643562.500000 Penalty: 3561.573486
	Iteration 117Q: 3 clusters Score -7643562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7643578.000000 Penalty: 3561.573486
	Iteration 118Q: 3 clusters Score -7643578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -7643586.500000 Penalty: 3561.573486
	Iteration 119Q: 3 clusters Score -7643586 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -7643595.000000 Penalty: 3561.573486
	Iteration 120F: 3 clusters Score -7643595 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -7643609.500000 Penalty: 3561.573486
	Iteration 121Q: 3 clusters Score -7643610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7643615.000000 Penalty: 3561.573486
	Iteration 122Q: 3 clusters Score -7643615 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7643604.500000 Penalty: 3561.573486
	Iteration 123Q: 3 clusters Score -7643604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -7643611.000000 Penalty: 3561.573486
	Iteration 124Q: 3 clusters Score -7643611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -7643623.500000 Penalty: 3561.573486
	Iteration 125Q: 3 clusters Score -7643624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -7643630.500000 Penalty: 3561.573486
	Iteration 126Q: 3 clusters Score -7643630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -7643651.500000 Penalty: 3561.573486
	Iteration 127Q: 3 clusters Score -7643652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -7643652.500000 Penalty: 3561.573486
	Iteration 128Q: 3 clusters Score -7643652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -7643660.500000 Penalty: 3561.573486
	Iteration 129Q: 3 clusters Score -7643660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7643654.500000 Penalty: 3561.573486
	Iteration 130Q: 3 clusters Score -7643654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -7643669.500000 Penalty: 3561.573486
	Iteration 131Q: 3 clusters Score -7643670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -7643681.000000 Penalty: 3561.573486
	Iteration 132Q: 3 clusters Score -7643681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7643673.000000 Penalty: 3561.573486
	Iteration 133Q: 3 clusters Score -7643673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -7643676.000000 Penalty: 3561.573486
	Iteration 134Q: 3 clusters Score -7643676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -7643691.000000 Penalty: 3561.573486
	Iteration 135Q: 3 clusters Score -7643691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7643684.000000 Penalty: 3561.573486
	Iteration 136Q: 3 clusters Score -7643684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -7643694.000000 Penalty: 3561.573486
	Iteration 137Q: 3 clusters Score -7643694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -7643689.000000 Penalty: 3561.573486
	Iteration 138Q: 3 clusters Score -7643689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -7643721.000000 Penalty: 3561.573486
	Iteration 139Q: 3 clusters Score -7643721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -7643738.000000 Penalty: 3561.573486
	Iteration 140F: 3 clusters Score -7643738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -7643725.000000 Penalty: 3561.573486
	Iteration 141Q: 3 clusters Score -7643725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -7643723.000000 Penalty: 3561.573486
	Iteration 142Q: 3 clusters Score -7643723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7643718.000000 Penalty: 3561.573486
	Iteration 143Q: 3 clusters Score -7643718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -7643728.500000 Penalty: 3561.573486
	Iteration 144Q: 3 clusters Score -7643728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -7643733.500000 Penalty: 3561.573486
	Iteration 145Q: 3 clusters Score -7643734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -7643740.000000 Penalty: 3561.573486
	Iteration 146Q: 3 clusters Score -7643740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -7643735.000000 Penalty: 3561.573486
	Iteration 147Q: 3 clusters Score -7643735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -7643740.500000 Penalty: 3561.573486
	Iteration 148Q: 3 clusters Score -7643740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7643739.500000 Penalty: 3561.573486
	Iteration 149Q: 3 clusters Score -7643740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7643756.000000 Penalty: 3561.573486
	Iteration 150Q: 3 clusters Score -7643756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -7643774.000000 Penalty: 3561.573486
	Iteration 151Q: 3 clusters Score -7643774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -7643776.000000 Penalty: 3561.573486
	Iteration 152Q: 3 clusters Score -7643776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7643776.500000 Penalty: 3561.573486
	Iteration 153Q: 3 clusters Score -7643776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -7643783.500000 Penalty: 3561.573486
	Iteration 154Q: 3 clusters Score -7643784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -7643786.000000 Penalty: 3561.573486
	Iteration 155Q: 3 clusters Score -7643786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7643790.000000 Penalty: 3561.573486
	Iteration 156Q: 3 clusters Score -7643790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -7643789.000000 Penalty: 3561.573486
	Iteration 157Q: 3 clusters Score -7643789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7643796.500000 Penalty: 3561.573486
	Iteration 158Q: 3 clusters Score -7643796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -7643792.500000 Penalty: 3561.573486
	Iteration 159Q: 3 clusters Score -7643792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7643799.000000 Penalty: 3561.573486
	Iteration 160F: 3 clusters Score -7643799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7643804.000000 Penalty: 3561.573486
	Iteration 161Q: 3 clusters Score -7643804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7643801.500000 Penalty: 3561.573486
	Iteration 162Q: 3 clusters Score -7643802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -7643805.000000 Penalty: 3561.573486
	Iteration 163Q: 3 clusters Score -7643805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -7643805.000000 Penalty: 3561.573486
	Iteration 164Q: 3 clusters Score -7643805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -7643815.500000 Penalty: 3561.573486
	Iteration 165Q: 3 clusters Score -7643816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7643809.500000 Penalty: 3561.573486
	Iteration 166Q: 3 clusters Score -7643810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7643812.500000 Penalty: 3561.573486
	Iteration 167Q: 3 clusters Score -7643812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -7643808.000000 Penalty: 3561.573486
	Iteration 168Q: 3 clusters Score -7643808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -7643810.000000 Penalty: 3561.573486
	Iteration 169Q: 3 clusters Score -7643810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7643800.500000 Penalty: 3561.573486
	Iteration 170Q: 3 clusters Score -7643800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -7643804.500000 Penalty: 3561.573486
	Iteration 171Q: 3 clusters Score -7643804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7643802.500000 Penalty: 3561.573486
	Iteration 172Q: 3 clusters Score -7643802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -7643808.000000 Penalty: 3561.573486
	Iteration 173Q: 3 clusters Score -7643808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -7643812.000000 Penalty: 3561.573486
	Iteration 174Q: 3 clusters Score -7643812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7643802.000000 Penalty: 3561.573486
	Iteration 175Q: 3 clusters Score -7643802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -7643799.500000 Penalty: 3561.573486
	Iteration 176Q: 3 clusters Score -7643800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -7643812.000000 Penalty: 3561.573486
	Iteration 177Q: 3 clusters Score -7643812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -7643807.500000 Penalty: 3561.573486
	Iteration 178Q: 3 clusters Score -7643808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -7643817.000000 Penalty: 3561.573486
	Iteration 179Q: 3 clusters Score -7643817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7643816.500000 Penalty: 3561.573486
	Iteration 180F: 3 clusters Score -7643816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7643811.000000 Penalty: 3561.573486
	Iteration 181Q: 3 clusters Score -7643811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -7643819.000000 Penalty: 3561.573486
	Iteration 182Q: 3 clusters Score -7643819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -7643821.000000 Penalty: 3561.573486
	Iteration 183Q: 3 clusters Score -7643821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7643823.500000 Penalty: 3561.573486
	Iteration 184Q: 3 clusters Score -7643824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7643826.000000 Penalty: 3561.573486
	Iteration 185Q: 3 clusters Score -7643826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7643825.500000 Penalty: 3561.573486
	Iteration 186Q: 3 clusters Score -7643826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -7643826.000000 Penalty: 3561.573486
	Iteration 187Q: 3 clusters Score -7643826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -7643831.500000 Penalty: 3561.573486
	Iteration 188Q: 3 clusters Score -7643832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -7643836.500000 Penalty: 3561.573486
	Iteration 189Q: 3 clusters Score -7643836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -7643838.000000 Penalty: 3561.573486
	Iteration 190Q: 3 clusters Score -7643838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -7643843.000000 Penalty: 3561.573486
	Iteration 191Q: 3 clusters Score -7643843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -7643838.500000 Penalty: 3561.573486
	Iteration 192Q: 3 clusters Score -7643838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -7643840.500000 Penalty: 3561.573486
	Iteration 193Q: 3 clusters Score -7643840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -7643845.000000 Penalty: 3561.573486
	Iteration 194Q: 3 clusters Score -7643845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -7643848.000000 Penalty: 3561.573486
	Iteration 195Q: 3 clusters Score -7643848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -7643851.000000 Penalty: 3561.573486
	Iteration 196Q: 3 clusters Score -7643851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7643850.500000 Penalty: 3561.573486
	Iteration 197Q: 3 clusters Score -7643850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7643850.500000 Penalty: 3561.573486
	Iteration 198F: 3 clusters Score -7643850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53627 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85259 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6227 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55839 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74536 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2345 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25421 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5486 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61253 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973592.000000 Penalty: 100184.984375
Iteration 359Q: 47 clusters Score -8.597359e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 48411 members 
Mstep: Class 3 contains 34222 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53634 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 85116 members 
Mstep: Class 9 contains 6006 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55863 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74517 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2356 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25426 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5469 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 61352 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973520.000000 Penalty: 100184.984375
Iteration 360F: 47 clusters Score -8.597352e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 48324 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53621 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84986 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20440 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55867 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9157 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74532 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2368 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25428 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5451 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61457 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973720.000000 Penalty: 100184.984375
Iteration 361Q: 47 clusters Score -8.597372e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 48245 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53621 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84863 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20474 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55851 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74560 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2380 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25422 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5435 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61554 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973776.000000 Penalty: 100184.984375
Iteration 362Q: 47 clusters Score -8.597378e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 48182 members 
Mstep: Class 3 contains 34224 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53639 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84742 members 
Mstep: Class 9 contains 6039 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20502 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55813 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9163 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74630 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2389 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25419 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5420 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61652 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973768.000000 Penalty: 100184.984375
Iteration 363Q: 47 clusters Score -8.597377e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 48150 members 
Mstep: Class 3 contains 34224 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53649 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84608 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20526 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55778 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9164 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74683 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25419 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5406 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61737 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973960.000000 Penalty: 100184.984375
Iteration 364Q: 47 clusters Score -8.597396e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 48109 members 
Mstep: Class 3 contains 34216 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84504 members 
Mstep: Class 9 contains 6064 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20534 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55759 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9159 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74716 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25424 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5392 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61841 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973888.000000 Penalty: 100184.984375
Iteration 365Q: 47 clusters Score -8.597389e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 48047 members 
Mstep: Class 3 contains 34217 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53615 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84388 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20562 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55740 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 9150 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74745 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25429 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 61966 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973904.000000 Penalty: 100184.984375
Iteration 366Q: 47 clusters Score -8.59739e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 47992 members 
Mstep: Class 3 contains 34216 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53603 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84261 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20600 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7338 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8971 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55691 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74756 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2434 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25431 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5356 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62096 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974096.000000 Penalty: 100184.984375
Iteration 367Q: 47 clusters Score -8.59741e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 47887 members 
Mstep: Class 3 contains 34224 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53581 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 84117 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20633 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7362 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8974 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55670 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9151 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74788 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25431 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5343 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62214 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974488.000000 Penalty: 100184.984375
Iteration 368Q: 47 clusters Score -8.597449e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 47813 members 
Mstep: Class 3 contains 34236 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53562 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 83945 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8972 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55630 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9160 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74798 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2467 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25426 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5331 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62365 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974624.000000 Penalty: 100184.984375
Iteration 369Q: 47 clusters Score -8.597462e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 47749 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53538 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 83781 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20721 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55587 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74800 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2479 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25426 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5327 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62548 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974848.000000 Penalty: 100184.984375
Iteration 370Q: 47 clusters Score -8.597485e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 47669 members 
Mstep: Class 3 contains 34260 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53505 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 83612 members 
Mstep: Class 9 contains 6126 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20766 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7448 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8971 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55568 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9173 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74814 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2489 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25424 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5312 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62736 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975024.000000 Penalty: 100184.984375
Iteration 371Q: 47 clusters Score -8.597502e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 47588 members 
Mstep: Class 3 contains 34267 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53474 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 83452 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20797 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7475 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55553 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74829 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2498 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25423 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5297 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 62915 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975216.000000 Penalty: 100184.984375
Iteration 372Q: 47 clusters Score -8.597522e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 47519 members 
Mstep: Class 3 contains 34269 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53431 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 83323 members 
Mstep: Class 9 contains 6157 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20824 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7512 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55537 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74848 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25429 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5284 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63086 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975272.000000 Penalty: 100184.984375
Iteration 373Q: 47 clusters Score -8.597527e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 47432 members 
Mstep: Class 3 contains 34269 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53401 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 83183 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6169 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20857 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8972 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55532 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74885 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2515 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25440 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5266 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63266 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975480.000000 Penalty: 100184.984375
Iteration 374Q: 47 clusters Score -8.597548e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 47323 members 
Mstep: Class 3 contains 34257 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 53391 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 83063 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6152 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20897 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7559 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8977 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55518 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74946 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2520 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25449 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5245 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63417 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975608.000000 Penalty: 100184.984375
Iteration 375Q: 47 clusters Score -8.597561e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 47262 members 
Mstep: Class 3 contains 34258 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53369 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 82908 members 
Mstep: Class 9 contains 6211 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20923 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55523 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74970 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25452 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5227 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63582 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975568.000000 Penalty: 100184.984375
Iteration 376Q: 47 clusters Score -8.597557e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 47217 members 
Mstep: Class 3 contains 34242 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53329 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 82752 members 
Mstep: Class 9 contains 6238 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20970 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55533 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75001 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2528 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25450 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63733 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975680.000000 Penalty: 100184.984375
Iteration 377Q: 47 clusters Score -8.597568e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 47154 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53293 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 82596 members 
Mstep: Class 9 contains 6267 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21009 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55547 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9205 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75028 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2534 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25454 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5198 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 63887 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975648.000000 Penalty: 100184.984375
Iteration 378Q: 47 clusters Score -8.597565e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 47112 members 
Mstep: Class 3 contains 34201 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53262 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 82389 members 
Mstep: Class 9 contains 6296 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6118 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21046 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7624 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55581 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9209 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75068 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2542 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25465 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5191 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 64029 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975680.000000 Penalty: 100184.984375
Iteration 379Q: 47 clusters Score -8.597568e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 47041 members 
Mstep: Class 3 contains 34186 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53265 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 82190 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6108 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21095 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55607 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75087 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2543 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25469 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 64194 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975432.000000 Penalty: 100184.984375
Iteration 380F: 47 clusters Score -8.597543e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 46965 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53232 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 81990 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6106 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55642 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9221 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75119 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25462 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5164 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 64398 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975256.000000 Penalty: 100184.984375
Iteration 381Q: 47 clusters Score -8.597526e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 46924 members 
Mstep: Class 3 contains 34183 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53212 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 81773 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21192 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7676 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8983 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55671 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9233 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75125 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25457 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5143 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 64598 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975128.000000 Penalty: 100184.984375
Iteration 382Q: 47 clusters Score -8.597513e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 46857 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53156 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 81586 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6100 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21239 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55696 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75168 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25451 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5124 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 64833 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974936.000000 Penalty: 100184.984375
Iteration 383Q: 47 clusters Score -8.597494e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 46828 members 
Mstep: Class 3 contains 34126 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53147 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 81387 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21266 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55671 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75190 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25440 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5119 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 65089 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974880.000000 Penalty: 100184.984375
Iteration 384Q: 47 clusters Score -8.597488e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 46823 members 
Mstep: Class 3 contains 34095 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53105 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 81198 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21301 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8982 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55665 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9247 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75197 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25433 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5118 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 65313 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974848.000000 Penalty: 100184.984375
Iteration 385Q: 47 clusters Score -8.597485e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 34068 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53071 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 81034 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21326 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55650 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75198 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25415 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5110 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 65510 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974928.000000 Penalty: 100184.984375
Iteration 386Q: 47 clusters Score -8.597493e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 46835 members 
Mstep: Class 3 contains 34045 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 53030 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80891 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21333 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55604 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9283 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75204 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2560 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25410 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5103 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 65718 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974864.000000 Penalty: 100184.984375
Iteration 387Q: 47 clusters Score -8.597486e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 46840 members 
Mstep: Class 3 contains 34025 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52980 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80749 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21337 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55578 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75230 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25392 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5088 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 65937 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974952.000000 Penalty: 100184.984375
Iteration 388Q: 47 clusters Score -8.597495e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 46843 members 
Mstep: Class 3 contains 33957 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52917 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80614 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6070 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21347 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7569 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55573 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9299 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75242 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2565 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25403 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5075 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 66156 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975000.000000 Penalty: 100184.984375
Iteration 389Q: 47 clusters Score -8.5975e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 46856 members 
Mstep: Class 3 contains 33903 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52857 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80483 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21356 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55567 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9300 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75267 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2566 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25400 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5062 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 66378 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975392.000000 Penalty: 100184.984375
Iteration 390Q: 47 clusters Score -8.597539e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 46826 members 
Mstep: Class 3 contains 33860 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52798 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80317 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21375 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55572 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9311 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75297 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2569 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25397 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5058 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 66611 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975560.000000 Penalty: 100184.984375
Iteration 391Q: 47 clusters Score -8.597556e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 46805 members 
Mstep: Class 3 contains 33804 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52729 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80168 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21373 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7564 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55579 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9333 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75327 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25389 members 
Mstep: Class 40 contains 441 members 
Mstep: Class 41 contains 5058 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 66845 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975480.000000 Penalty: 100184.984375
Iteration 392Q: 47 clusters Score -8.597548e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 46784 members 
Mstep: Class 3 contains 33755 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52641 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 80015 members 
Mstep: Class 9 contains 7084 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21378 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8983 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9354 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75366 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25379 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5049 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 67061 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975608.000000 Penalty: 100184.984375
Iteration 393Q: 47 clusters Score -8.597561e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 46784 members 
Mstep: Class 3 contains 33716 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52544 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79903 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21375 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7565 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8982 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55542 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75437 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2574 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25372 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5041 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 67230 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975512.000000 Penalty: 100184.984375
Iteration 394Q: 47 clusters Score -8.597551e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 46765 members 
Mstep: Class 3 contains 33655 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 52438 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79817 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21370 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8984 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55539 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9405 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75516 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25365 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5044 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 67385 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975688.000000 Penalty: 100184.984375
Iteration 395Q: 47 clusters Score -8.597569e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 46732 members 
Mstep: Class 3 contains 33608 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52351 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79701 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21378 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7557 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55534 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75579 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2583 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25360 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5048 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 67526 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975488.000000 Penalty: 100184.984375
Iteration 396Q: 47 clusters Score -8.597549e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 46686 members 
Mstep: Class 3 contains 33555 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52242 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79594 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21377 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7574 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8975 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55553 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9432 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75651 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25361 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 67683 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975384.000000 Penalty: 100184.984375
Iteration 397Q: 47 clusters Score -8.597538e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 46652 members 
Mstep: Class 3 contains 33492 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52138 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79465 members 
Mstep: Class 9 contains 7463 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21384 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8970 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55570 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9431 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75723 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25366 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 67853 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975560.000000 Penalty: 100184.984375
Iteration 398Q: 47 clusters Score -8.597556e+07 nChanged 1599
Entering ConstructFrom: 
Score: -85975560.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (63063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Entering Unmasked Estep 
Score: -8337018.000000 Penalty: 1795.932007
	Iteration 0F: 2 clusters Score -8337018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8297005.500000 Penalty: 3591.864014
	Iteration 0F: 3 clusters Score -8297006 nChanged 29610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -8314162.000000 Penalty: 3591.864014
	Iteration 1F: 3 clusters Score -8314162 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -8314689.000000 Penalty: 3591.864014
	Iteration 2Q: 3 clusters Score -8314689 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -8315398.500000 Penalty: 3591.864014
	Iteration 3Q: 3 clusters Score -8315398 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -8316226.000000 Penalty: 3591.864014
	Iteration 4Q: 3 clusters Score -8316226 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8317223.000000 Penalty: 3591.864014
	Iteration 5Q: 3 clusters Score -8317223 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -8318502.500000 Penalty: 3591.864014
	Iteration 6Q: 3 clusters Score -8318502 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -8319876.000000 Penalty: 3591.864014
	Iteration 7Q: 3 clusters Score -8319876 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -8321555.000000 Penalty: 3591.864014
	Iteration 8F: 3 clusters Score -8321555 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -8323485.500000 Penalty: 3591.864014
	Iteration 9F: 3 clusters Score -8323486 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8325930.500000 Penalty: 3591.864014
	Iteration 10F: 3 clusters Score -8325930 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -8328626.500000 Penalty: 3591.864014
	Iteration 11F: 3 clusters Score -8328626 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -8331020.500000 Penalty: 3591.864014
	Iteration 12F: 3 clusters Score -8331020 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -8332874.000000 Penalty: 3591.864014
	Iteration 13Q: 3 clusters Score -8332874 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -8334223.500000 Penalty: 3591.864014
	Iteration 14Q: 3 clusters Score -8334224 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -8334976.000000 Penalty: 3591.864014
	Iteration 15Q: 3 clusters Score -8334976 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8335545.000000 Penalty: 3591.864014
	Iteration 16Q: 3 clusters Score -8335545 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8335836.000000 Penalty: 3591.864014
	Iteration 17Q: 3 clusters Score -8335836 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8336062.500000 Penalty: 3591.864014
	Iteration 18Q: 3 clusters Score -8336062 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8336180.000000 Penalty: 3591.864014
	Iteration 19Q: 3 clusters Score -8336180 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8336287.500000 Penalty: 3591.864014
	Iteration 20F: 3 clusters Score -8336288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8336321.500000 Penalty: 3591.864014
	Iteration 21Q: 3 clusters Score -8336322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8336388.500000 Penalty: 3591.864014
	Iteration 22Q: 3 clusters Score -8336388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8336450.000000 Penalty: 3591.864014
	Iteration 23Q: 3 clusters Score -8336450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8336492.500000 Penalty: 3591.864014
	Iteration 24Q: 3 clusters Score -8336492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8336568.500000 Penalty: 3591.864014
	Iteration 25Q: 3 clusters Score -8336568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8336627.500000 Penalty: 3591.864014
	Iteration 26Q: 3 clusters Score -8336628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8336677.000000 Penalty: 3591.864014
	Iteration 27Q: 3 clusters Score -8336677 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8336722.500000 Penalty: 3591.864014
	Iteration 28Q: 3 clusters Score -8336722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8336751.000000 Penalty: 3591.864014
	Iteration 29Q: 3 clusters Score -8336751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8336761.500000 Penalty: 3591.864014
	Iteration 30Q: 3 clusters Score -8336762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8336764.000000 Penalty: 3591.864014
	Iteration 31Q: 3 clusters Score -8336764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8336770.000000 Penalty: 3591.864014
	Iteration 32Q: 3 clusters Score -8336770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8336786.500000 Penalty: 3591.864014
	Iteration 33Q: 3 clusters Score -8336786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8336792.000000 Penalty: 3591.864014
	Iteration 34Q: 3 clusters Score -8336792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8336792.500000 Penalty: 3591.864014
	Iteration 35Q: 3 clusters Score -8336792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8336802.000000 Penalty: 3591.864014
	Iteration 36Q: 3 clusters Score -8336802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8336800.500000 Penalty: 3591.864014
	Iteration 37Q: 3 clusters Score -8336800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8336801.500000 Penalty: 3591.864014
	Iteration 38Q: 3 clusters Score -8336802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8336803.000000 Penalty: 3591.864014
	Iteration 39Q: 3 clusters Score -8336803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8336802.000000 Penalty: 3591.864014
	Iteration 40F: 3 clusters Score -8336802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8336799.500000 Penalty: 3591.864014
	Iteration 41Q: 3 clusters Score -8336800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8336803.500000 Penalty: 3591.864014
	Iteration 42Q: 3 clusters Score -8336804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8336804.000000 Penalty: 3591.864014
	Iteration 43Q: 3 clusters Score -8336804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8336800.000000 Penalty: 3591.864014
	Iteration 44Q: 3 clusters Score -8336800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8336800.500000 Penalty: 3591.864014
	Iteration 45Q: 3 clusters Score -8336800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8336801.000000 Penalty: 3591.864014
	Iteration 46Q: 3 clusters Score -8336801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8336801.500000 Penalty: 3591.864014
	Iteration 47Q: 3 clusters Score -8336802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8336801.500000 Penalty: 3591.864014
	Iteration 48F: 3 clusters Score -8336802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Entering Unmasked Estep 
Score: -6227651.500000 Penalty: 1746.895752
	Iteration 0F: 2 clusters Score -6227652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6197336.000000 Penalty: 3493.791504
	Iteration 0F: 3 clusters Score -6197336 nChanged 21908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6209656.000000 Penalty: 3493.791504
	Iteration 1F: 3 clusters Score -6209656 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -6210169.500000 Penalty: 3493.791504
	Iteration 2Q: 3 clusters Score -6210170 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6210747.000000 Penalty: 3493.791504
	Iteration 3Q: 3 clusters Score -6210747 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -6211354.000000 Penalty: 3493.791504
	Iteration 4Q: 3 clusters Score -6211354 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -6212100.000000 Penalty: 3493.791504
	Iteration 5Q: 3 clusters Score -6212100 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -6212949.500000 Penalty: 3493.791504
	Iteration 6Q: 3 clusters Score -6212950 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6214082.500000 Penalty: 3493.791504
	Iteration 7Q: 3 clusters Score -6214082 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -6215377.000000 Penalty: 3493.791504
	Iteration 8F: 3 clusters Score -6215377 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6217091.500000 Penalty: 3493.791504
	Iteration 9F: 3 clusters Score -6217092 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6218982.500000 Penalty: 3493.791504
	Iteration 10F: 3 clusters Score -6218982 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -6220876.500000 Penalty: 3493.791504
	Iteration 11Q: 3 clusters Score -6220876 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -6222204.000000 Penalty: 3493.791504
	Iteration 12Q: 3 clusters Score -6222204 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -6222892.500000 Penalty: 3493.791504
	Iteration 13Q: 3 clusters Score -6222892 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -6223360.000000 Penalty: 3493.791504
	Iteration 14Q: 3 clusters Score -6223360 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -6223669.500000 Penalty: 3493.791504
	Iteration 15Q: 3 clusters Score -6223670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -6223978.500000 Penalty: 3493.791504
	Iteration 16Q: 3 clusters Score -6223978 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -6224266.500000 Penalty: 3493.791504
	Iteration 17Q: 3 clusters Score -6224266 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -6224493.000000 Penalty: 3493.791504
	Iteration 18Q: 3 clusters Score -6224493 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -6224740.000000 Penalty: 3493.791504
	Iteration 19Q: 3 clusters Score -6224740 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -6224969.000000 Penalty: 3493.791504
	Iteration 20F: 3 clusters Score -6224969 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -6225128.000000 Penalty: 3493.791504
	Iteration 21Q: 3 clusters Score -6225128 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -6225327.500000 Penalty: 3493.791504
	Iteration 22Q: 3 clusters Score -6225328 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6225484.000000 Penalty: 3493.791504
	Iteration 23Q: 3 clusters Score -6225484 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6225590.500000 Penalty: 3493.791504
	Iteration 24Q: 3 clusters Score -6225590 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -6225684.500000 Penalty: 3493.791504
	Iteration 25Q: 3 clusters Score -6225684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6225726.000000 Penalty: 3493.791504
	Iteration 26Q: 3 clusters Score -6225726 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6225743.500000 Penalty: 3493.791504
	Iteration 27Q: 3 clusters Score -6225744 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6225847.000000 Penalty: 3493.791504
	Iteration 28Q: 3 clusters Score -6225847 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6225889.000000 Penalty: 3493.791504
	Iteration 29Q: 3 clusters Score -6225889 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6225953.000000 Penalty: 3493.791504
	Iteration 30Q: 3 clusters Score -6225953 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6225991.500000 Penalty: 3493.791504
	Iteration 31Q: 3 clusters Score -6225992 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6226058.000000 Penalty: 3493.791504
	Iteration 32Q: 3 clusters Score -6226058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6226075.000000 Penalty: 3493.791504
	Iteration 33Q: 3 clusters Score -6226075 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6226102.000000 Penalty: 3493.791504
	Iteration 34Q: 3 clusters Score -6226102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6226154.000000 Penalty: 3493.791504
	Iteration 35Q: 3 clusters Score -6226154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6226206.500000 Penalty: 3493.791504
	Iteration 36Q: 3 clusters Score -6226206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6226218.000000 Penalty: 3493.791504
	Iteration 37Q: 3 clusters Score -6226218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6226216.000000 Penalty: 3493.791504
	Iteration 38Q: 3 clusters Score -6226216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6226212.500000 Penalty: 3493.791504
	Iteration 39Q: 3 clusters Score -6226212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6226230.500000 Penalty: 3493.791504
	Iteration 40F: 3 clusters Score -6226230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6226253.500000 Penalty: 3493.791504
	Iteration 41Q: 3 clusters Score -6226254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6226273.500000 Penalty: 3493.791504
	Iteration 42Q: 3 clusters Score -6226274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6226266.000000 Penalty: 3493.791504
	Iteration 43Q: 3 clusters Score -6226266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6226268.000000 Penalty: 3493.791504
	Iteration 44Q: 3 clusters Score -6226268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6226273.500000 Penalty: 3493.791504
	Iteration 45Q: 3 clusters Score -6226274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6226279.000000 Penalty: 3493.791504
	Iteration 46Q: 3 clusters Score -6226279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6226292.000000 Penalty: 3493.791504
	Iteration 47Q: 3 clusters Score -6226292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6226292.500000 Penalty: 3493.791504
	Iteration 48Q: 3 clusters Score -6226292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6226294.500000 Penalty: 3493.791504
	Iteration 49Q: 3 clusters Score -6226294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6226296.000000 Penalty: 3493.791504
	Iteration 50Q: 3 clusters Score -6226296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6226299.500000 Penalty: 3493.791504
	Iteration 51Q: 3 clusters Score -6226300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6226293.500000 Penalty: 3493.791504
	Iteration 52Q: 3 clusters Score -6226294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6226297.000000 Penalty: 3493.791504
	Iteration 53Q: 3 clusters Score -6226297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6226296.000000 Penalty: 3493.791504
	Iteration 54Q: 3 clusters Score -6226296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6226296.000000 Penalty: 3493.791504
	Iteration 55F: 3 clusters Score -6226296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Entering Unmasked Estep 
Score: -4368659.000000 Penalty: 1692.733154
	Iteration 0F: 2 clusters Score -4368659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4346216.000000 Penalty: 3385.466309
	Iteration 0F: 3 clusters Score -4346216 nChanged 15502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4355011.000000 Penalty: 3385.466309
	Iteration 1F: 3 clusters Score -4355011 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4355590.500000 Penalty: 3385.466309
	Iteration 2Q: 3 clusters Score -4355590 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4356260.000000 Penalty: 3385.466309
	Iteration 3Q: 3 clusters Score -4356260 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4357177.000000 Penalty: 3385.466309
	Iteration 4F: 3 clusters Score -4357177 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4358219.000000 Penalty: 3385.466309
	Iteration 5F: 3 clusters Score -4358219 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4359634.000000 Penalty: 3385.466309
	Iteration 6F: 3 clusters Score -4359634 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4361204.500000 Penalty: 3385.466309
	Iteration 7F: 3 clusters Score -4361204 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4362584.000000 Penalty: 3385.466309
	Iteration 8F: 3 clusters Score -4362584 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4363654.000000 Penalty: 3385.466309
	Iteration 9Q: 3 clusters Score -4363654 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4364378.000000 Penalty: 3385.466309
	Iteration 10Q: 3 clusters Score -4364378 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4364884.500000 Penalty: 3385.466309
	Iteration 11Q: 3 clusters Score -4364884 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4365242.500000 Penalty: 3385.466309
	Iteration 12Q: 3 clusters Score -4365242 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -4365561.500000 Penalty: 3385.466309
	Iteration 13Q: 3 clusters Score -4365562 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4365838.500000 Penalty: 3385.466309
	Iteration 14Q: 3 clusters Score -4365838 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4366071.000000 Penalty: 3385.466309
	Iteration 15Q: 3 clusters Score -4366071 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4366291.000000 Penalty: 3385.466309
	Iteration 16Q: 3 clusters Score -4366291 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4366468.500000 Penalty: 3385.466309
	Iteration 17Q: 3 clusters Score -4366468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4366599.500000 Penalty: 3385.466309
	Iteration 18Q: 3 clusters Score -4366600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4366724.500000 Penalty: 3385.466309
	Iteration 19Q: 3 clusters Score -4366724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4366857.000000 Penalty: 3385.466309
	Iteration 20F: 3 clusters Score -4366857 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4366945.500000 Penalty: 3385.466309
	Iteration 21Q: 3 clusters Score -4366946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4367039.000000 Penalty: 3385.466309
	Iteration 22Q: 3 clusters Score -4367039 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4367098.000000 Penalty: 3385.466309
	Iteration 23Q: 3 clusters Score -4367098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4367151.000000 Penalty: 3385.466309
	Iteration 24Q: 3 clusters Score -4367151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4367189.000000 Penalty: 3385.466309
	Iteration 25Q: 3 clusters Score -4367189 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4367238.500000 Penalty: 3385.466309
	Iteration 26Q: 3 clusters Score -4367238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4367256.500000 Penalty: 3385.466309
	Iteration 27Q: 3 clusters Score -4367256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4367261.500000 Penalty: 3385.466309
	Iteration 28Q: 3 clusters Score -4367262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4367281.500000 Penalty: 3385.466309
	Iteration 29Q: 3 clusters Score -4367282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4367300.500000 Penalty: 3385.466309
	Iteration 30Q: 3 clusters Score -4367300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4367314.000000 Penalty: 3385.466309
	Iteration 31Q: 3 clusters Score -4367314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4367328.500000 Penalty: 3385.466309
	Iteration 32Q: 3 clusters Score -4367328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4367358.000000 Penalty: 3385.466309
	Iteration 33Q: 3 clusters Score -4367358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4367378.500000 Penalty: 3385.466309
	Iteration 34Q: 3 clusters Score -4367378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4367389.000000 Penalty: 3385.466309
	Iteration 35Q: 3 clusters Score -4367389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4367405.000000 Penalty: 3385.466309
	Iteration 36Q: 3 clusters Score -4367405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4367408.500000 Penalty: 3385.466309
	Iteration 37Q: 3 clusters Score -4367408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4367423.000000 Penalty: 3385.466309
	Iteration 38Q: 3 clusters Score -4367423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4367429.500000 Penalty: 3385.466309
	Iteration 39Q: 3 clusters Score -4367430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4367430.500000 Penalty: 3385.466309
	Iteration 40F: 3 clusters Score -4367430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4367430.000000 Penalty: 3385.466309
	Iteration 41Q: 3 clusters Score -4367430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4367435.000000 Penalty: 3385.466309
	Iteration 42Q: 3 clusters Score -4367435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4367441.000000 Penalty: 3385.466309
	Iteration 43Q: 3 clusters Score -4367441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4367437.000000 Penalty: 3385.466309
	Iteration 44Q: 3 clusters Score -4367437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4367437.000000 Penalty: 3385.466309
	Iteration 45Q: 3 clusters Score -4367437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4367439.500000 Penalty: 3385.466309
	Iteration 46Q: 3 clusters Score -4367440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4367441.500000 Penalty: 3385.466309
	Iteration 47Q: 3 clusters Score -4367442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4367447.000000 Penalty: 3385.466309
	Iteration 48Q: 3 clusters Score -4367447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4367443.500000 Penalty: 3385.466309
	Iteration 49Q: 3 clusters Score -4367444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4367444.000000 Penalty: 3385.466309
	Iteration 50Q: 3 clusters Score -4367444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4367444.000000 Penalty: 3385.466309
	Iteration 51F: 3 clusters Score -4367444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -85291.640625 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -85291.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84067.664062 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -84067.66 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84388.382812 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -84388.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84527.101562 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -84527.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84635.179688 Penalty: 2162.180420
	Iteration 3F: 3 clusters Score -84635.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84726.617188 Penalty: 2162.180420
	Iteration 4F: 3 clusters Score -84726.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84778.187500 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -84778.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84846.671875 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -84846.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84967.906250 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -84967.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85144.148438 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -85144.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85356.507812 Penalty: 2162.180420
	Iteration 9F: 3 clusters Score -85356.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85503.742188 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -85503.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85577.375000 Penalty: 2162.180420
	Iteration 11Q: 3 clusters Score -85577.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85645.203125 Penalty: 2162.180420
	Iteration 12Q: 3 clusters Score -85645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85700.070312 Penalty: 2162.180420
	Iteration 13Q: 3 clusters Score -85700.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85759.195312 Penalty: 2162.180420
	Iteration 14Q: 3 clusters Score -85759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85795.140625 Penalty: 2162.180420
	Iteration 15Q: 3 clusters Score -85795.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85822.390625 Penalty: 2162.180420
	Iteration 16Q: 3 clusters Score -85822.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85829.023438 Penalty: 2162.180420
	Iteration 17Q: 3 clusters Score -85829.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85838.445312 Penalty: 2162.180420
	Iteration 18Q: 3 clusters Score -85838.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85846.796875 Penalty: 2162.180420
	Iteration 19Q: 3 clusters Score -85846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85848.765625 Penalty: 2162.180420
	Iteration 20F: 3 clusters Score -85848.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85849.140625 Penalty: 2162.180420
	Iteration 21Q: 3 clusters Score -85849.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85849.140625 Penalty: 2162.180420
	Iteration 22F: 3 clusters Score -85849.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Mstep: Class 47 contains 341 members 
Entering Unmasked Estep 
Score: -85974792.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85975560.000000 to -85974792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (52050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Entering Unmasked Estep 
Score: -6931506.000000 Penalty: 1764.743530
	Iteration 0F: 2 clusters Score -6931506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6897108.000000 Penalty: 3529.487061
	Iteration 0F: 3 clusters Score -6897108 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6911072.000000 Penalty: 3529.487061
	Iteration 1F: 3 clusters Score -6911072 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -6911550.000000 Penalty: 3529.487061
	Iteration 2Q: 3 clusters Score -6911550 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6912063.000000 Penalty: 3529.487061
	Iteration 3Q: 3 clusters Score -6912063 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -6912660.500000 Penalty: 3529.487061
	Iteration 4Q: 3 clusters Score -6912660 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6913224.000000 Penalty: 3529.487061
	Iteration 5Q: 3 clusters Score -6913224 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -6913949.500000 Penalty: 3529.487061
	Iteration 6Q: 3 clusters Score -6913950 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6914811.500000 Penalty: 3529.487061
	Iteration 7Q: 3 clusters Score -6914812 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6916087.500000 Penalty: 3529.487061
	Iteration 8Q: 3 clusters Score -6916088 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6918010.000000 Penalty: 3529.487061
	Iteration 9F: 3 clusters Score -6918010 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6920398.000000 Penalty: 3529.487061
	Iteration 10F: 3 clusters Score -6920398 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -6922432.000000 Penalty: 3529.487061
	Iteration 11F: 3 clusters Score -6922432 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6923399.000000 Penalty: 3529.487061
	Iteration 12Q: 3 clusters Score -6923399 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -6923757.000000 Penalty: 3529.487061
	Iteration 13Q: 3 clusters Score -6923757 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6924002.500000 Penalty: 3529.487061
	Iteration 14Q: 3 clusters Score -6924002 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -6924203.000000 Penalty: 3529.487061
	Iteration 15Q: 3 clusters Score -6924203 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6924371.500000 Penalty: 3529.487061
	Iteration 16Q: 3 clusters Score -6924372 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -6924522.500000 Penalty: 3529.487061
	Iteration 17Q: 3 clusters Score -6924522 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6924687.000000 Penalty: 3529.487061
	Iteration 18Q: 3 clusters Score -6924687 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6924813.500000 Penalty: 3529.487061
	Iteration 19Q: 3 clusters Score -6924814 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6924949.000000 Penalty: 3529.487061
	Iteration 20F: 3 clusters Score -6924949 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -6925051.500000 Penalty: 3529.487061
	Iteration 21Q: 3 clusters Score -6925052 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6925184.500000 Penalty: 3529.487061
	Iteration 22Q: 3 clusters Score -6925184 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -6925327.000000 Penalty: 3529.487061
	Iteration 23Q: 3 clusters Score -6925327 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6925490.000000 Penalty: 3529.487061
	Iteration 24Q: 3 clusters Score -6925490 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -6925604.500000 Penalty: 3529.487061
	Iteration 25Q: 3 clusters Score -6925604 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6925768.500000 Penalty: 3529.487061
	Iteration 26Q: 3 clusters Score -6925768 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -6925907.000000 Penalty: 3529.487061
	Iteration 27Q: 3 clusters Score -6925907 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6926081.000000 Penalty: 3529.487061
	Iteration 28Q: 3 clusters Score -6926081 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6926250.500000 Penalty: 3529.487061
	Iteration 29Q: 3 clusters Score -6926250 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -6926371.000000 Penalty: 3529.487061
	Iteration 30Q: 3 clusters Score -6926371 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6926493.500000 Penalty: 3529.487061
	Iteration 31Q: 3 clusters Score -6926494 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6926608.000000 Penalty: 3529.487061
	Iteration 32Q: 3 clusters Score -6926608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6926683.000000 Penalty: 3529.487061
	Iteration 33Q: 3 clusters Score -6926683 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -6926771.000000 Penalty: 3529.487061
	Iteration 34Q: 3 clusters Score -6926771 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6926822.500000 Penalty: 3529.487061
	Iteration 35Q: 3 clusters Score -6926822 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -6926905.500000 Penalty: 3529.487061
	Iteration 36Q: 3 clusters Score -6926906 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -6926982.000000 Penalty: 3529.487061
	Iteration 37Q: 3 clusters Score -6926982 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6927054.000000 Penalty: 3529.487061
	Iteration 38Q: 3 clusters Score -6927054 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -6927104.000000 Penalty: 3529.487061
	Iteration 39Q: 3 clusters Score -6927104 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -6927142.000000 Penalty: 3529.487061
	Iteration 40F: 3 clusters Score -6927142 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -6927199.000000 Penalty: 3529.487061
	Iteration 41Q: 3 clusters Score -6927199 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -6927265.500000 Penalty: 3529.487061
	Iteration 42Q: 3 clusters Score -6927266 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6927299.000000 Penalty: 3529.487061
	Iteration 43Q: 3 clusters Score -6927299 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6927353.500000 Penalty: 3529.487061
	Iteration 44Q: 3 clusters Score -6927354 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -6927391.000000 Penalty: 3529.487061
	Iteration 45Q: 3 clusters Score -6927391 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -6927455.000000 Penalty: 3529.487061
	Iteration 46Q: 3 clusters Score -6927455 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -6927514.500000 Penalty: 3529.487061
	Iteration 47Q: 3 clusters Score -6927514 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6927551.000000 Penalty: 3529.487061
	Iteration 48Q: 3 clusters Score -6927551 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6927611.500000 Penalty: 3529.487061
	Iteration 49Q: 3 clusters Score -6927612 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -6927670.000000 Penalty: 3529.487061
	Iteration 50Q: 3 clusters Score -6927670 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -6927739.000000 Penalty: 3529.487061
	Iteration 51Q: 3 clusters Score -6927739 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6927802.500000 Penalty: 3529.487061
	Iteration 52Q: 3 clusters Score -6927802 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -6927850.500000 Penalty: 3529.487061
	Iteration 53Q: 3 clusters Score -6927850 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6927913.000000 Penalty: 3529.487061
	Iteration 54Q: 3 clusters Score -6927913 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6927983.000000 Penalty: 3529.487061
	Iteration 55Q: 3 clusters Score -6927983 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6928052.500000 Penalty: 3529.487061
	Iteration 56Q: 3 clusters Score -6928052 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -6928122.500000 Penalty: 3529.487061
	Iteration 57Q: 3 clusters Score -6928122 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6928180.000000 Penalty: 3529.487061
	Iteration 58Q: 3 clusters Score -6928180 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6928245.500000 Penalty: 3529.487061
	Iteration 59Q: 3 clusters Score -6928246 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6928340.500000 Penalty: 3529.487061
	Iteration 60F: 3 clusters Score -6928340 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -6928474.500000 Penalty: 3529.487061
	Iteration 61Q: 3 clusters Score -6928474 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6928583.500000 Penalty: 3529.487061
	Iteration 62Q: 3 clusters Score -6928584 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6928694.000000 Penalty: 3529.487061
	Iteration 63Q: 3 clusters Score -6928694 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6928812.500000 Penalty: 3529.487061
	Iteration 64Q: 3 clusters Score -6928812 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -6928938.500000 Penalty: 3529.487061
	Iteration 65Q: 3 clusters Score -6928938 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6929082.000000 Penalty: 3529.487061
	Iteration 66Q: 3 clusters Score -6929082 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6929164.000000 Penalty: 3529.487061
	Iteration 67Q: 3 clusters Score -6929164 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6929290.500000 Penalty: 3529.487061
	Iteration 68Q: 3 clusters Score -6929290 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -6929421.000000 Penalty: 3529.487061
	Iteration 69Q: 3 clusters Score -6929421 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6929511.000000 Penalty: 3529.487061
	Iteration 70Q: 3 clusters Score -6929511 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6929608.000000 Penalty: 3529.487061
	Iteration 71Q: 3 clusters Score -6929608 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -6929724.000000 Penalty: 3529.487061
	Iteration 72Q: 3 clusters Score -6929724 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6929804.500000 Penalty: 3529.487061
	Iteration 73Q: 3 clusters Score -6929804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6929862.500000 Penalty: 3529.487061
	Iteration 74Q: 3 clusters Score -6929862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -6929891.500000 Penalty: 3529.487061
	Iteration 75Q: 3 clusters Score -6929892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6929918.000000 Penalty: 3529.487061
	Iteration 76Q: 3 clusters Score -6929918 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6929961.000000 Penalty: 3529.487061
	Iteration 77Q: 3 clusters Score -6929961 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6929993.500000 Penalty: 3529.487061
	Iteration 78Q: 3 clusters Score -6929994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6930021.000000 Penalty: 3529.487061
	Iteration 79Q: 3 clusters Score -6930021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6930043.500000 Penalty: 3529.487061
	Iteration 80F: 3 clusters Score -6930044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6930078.000000 Penalty: 3529.487061
	Iteration 81Q: 3 clusters Score -6930078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -6930082.500000 Penalty: 3529.487061
	Iteration 82Q: 3 clusters Score -6930082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6930092.000000 Penalty: 3529.487061
	Iteration 83Q: 3 clusters Score -6930092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -6930110.500000 Penalty: 3529.487061
	Iteration 84Q: 3 clusters Score -6930110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6930126.500000 Penalty: 3529.487061
	Iteration 85Q: 3 clusters Score -6930126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6930133.000000 Penalty: 3529.487061
	Iteration 86Q: 3 clusters Score -6930133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6930139.500000 Penalty: 3529.487061
	Iteration 87Q: 3 clusters Score -6930140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -6930139.000000 Penalty: 3529.487061
	Iteration 88Q: 3 clusters Score -6930139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6930145.000000 Penalty: 3529.487061
	Iteration 89Q: 3 clusters Score -6930145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6930148.000000 Penalty: 3529.487061
	Iteration 90Q: 3 clusters Score -6930148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6930149.000000 Penalty: 3529.487061
	Iteration 91Q: 3 clusters Score -6930149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6930157.000000 Penalty: 3529.487061
	Iteration 92Q: 3 clusters Score -6930157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -6930166.000000 Penalty: 3529.487061
	Iteration 93Q: 3 clusters Score -6930166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6930161.500000 Penalty: 3529.487061
	Iteration 94Q: 3 clusters Score -6930162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -6930158.500000 Penalty: 3529.487061
	Iteration 95Q: 3 clusters Score -6930158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -6930154.500000 Penalty: 3529.487061
	Iteration 96Q: 3 clusters Score -6930154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6930157.500000 Penalty: 3529.487061
	Iteration 97Q: 3 clusters Score -6930158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -6930162.500000 Penalty: 3529.487061
	Iteration 98Q: 3 clusters Score -6930162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6930165.000000 Penalty: 3529.487061
	Iteration 99Q: 3 clusters Score -6930165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6930165.000000 Penalty: 3529.487061
	Iteration 100F: 3 clusters Score -6930165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -243711.468750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -243711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -241897.921875 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -241897.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242405.968750 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -242406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -242561.015625 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -242561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242678.890625 Penalty: 2405.201660
	Iteration 3F: 3 clusters Score -242678.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -242796.828125 Penalty: 2405.201660
	Iteration 4F: 3 clusters Score -242796.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -242893.781250 Penalty: 2405.201660
	Iteration 5F: 3 clusters Score -242893.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -242990.968750 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -242991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -243056.656250 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -243056.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243112.734375 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -243112.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -243185.062500 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -243185.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243242.984375 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -243243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -243312.265625 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -243312.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243367.578125 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -243367.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -243412.968750 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -243413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -243444.343750 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -243444.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243474.390625 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -243474.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243496.609375 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -243496.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -243511.953125 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -243512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243517.187500 Penalty: 2405.201660
	Iteration 18Q: 3 clusters Score -243517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243520.406250 Penalty: 2405.201660
	Iteration 19Q: 3 clusters Score -243520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243526.734375 Penalty: 2405.201660
	Iteration 20F: 3 clusters Score -243526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -243531.468750 Penalty: 2405.201660
	Iteration 21Q: 3 clusters Score -243531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -243534.578125 Penalty: 2405.201660
	Iteration 22Q: 3 clusters Score -243534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243536.265625 Penalty: 2405.201660
	Iteration 23Q: 3 clusters Score -243536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243538.687500 Penalty: 2405.201660
	Iteration 24Q: 3 clusters Score -243538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -243542.312500 Penalty: 2405.201660
	Iteration 25Q: 3 clusters Score -243542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -243546.468750 Penalty: 2405.201660
	Iteration 26Q: 3 clusters Score -243546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243552.109375 Penalty: 2405.201660
	Iteration 27Q: 3 clusters Score -243552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243553.046875 Penalty: 2405.201660
	Iteration 28Q: 3 clusters Score -243553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -243554.796875 Penalty: 2405.201660
	Iteration 29Q: 3 clusters Score -243554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243555.765625 Penalty: 2405.201660
	Iteration 30Q: 3 clusters Score -243555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -243557.015625 Penalty: 2405.201660
	Iteration 31Q: 3 clusters Score -243557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243558.453125 Penalty: 2405.201660
	Iteration 32Q: 3 clusters Score -243558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243558.453125 Penalty: 2405.201660
	Iteration 33F: 3 clusters Score -243558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -104313.617188 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -104313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103012.195312 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -103012.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103257.203125 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -103257.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103345.789062 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -103345.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103422.335938 Penalty: 2189.899658
	Iteration 3F: 3 clusters Score -103422.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103484.585938 Penalty: 2189.899658
	Iteration 4Q: 3 clusters Score -103484.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -103585.585938 Penalty: 2189.899658
	Iteration 5F: 3 clusters Score -103585.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103684.937500 Penalty: 2189.899658
	Iteration 6F: 3 clusters Score -103684.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103788.187500 Penalty: 2189.899658
	Iteration 7F: 3 clusters Score -103788.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103853.609375 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -103853.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -103894.460938 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -103894.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103945.320312 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -103945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103960.976562 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -103961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103970.406250 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -103970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103973.414062 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -103973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103974.039062 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -103974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103979.210938 Penalty: 2189.899658
	Iteration 15Q: 3 clusters Score -103979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103983.367188 Penalty: 2189.899658
	Iteration 16Q: 3 clusters Score -103983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103984.500000 Penalty: 2189.899658
	Iteration 17Q: 3 clusters Score -103984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103984.500000 Penalty: 2189.899658
	Iteration 18F: 3 clusters Score -103984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Entering Unmasked Estep 
Score: -10496046.000000 Penalty: 1833.216797
	Iteration 0F: 2 clusters Score -1.049605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10445967.000000 Penalty: 3666.433594
	Iteration 0F: 3 clusters Score -1.044597e+07 nChanged 37790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -10468190.000000 Penalty: 3666.433594
	Iteration 1F: 3 clusters Score -1.046819e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -10468984.000000 Penalty: 3666.433594
	Iteration 2Q: 3 clusters Score -1.046898e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -10470236.000000 Penalty: 3666.433594
	Iteration 3Q: 3 clusters Score -1.047024e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -10472128.000000 Penalty: 3666.433594
	Iteration 4Q: 3 clusters Score -1.047213e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -10475074.000000 Penalty: 3666.433594
	Iteration 5F: 3 clusters Score -1.047507e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -10478629.000000 Penalty: 3666.433594
	Iteration 6F: 3 clusters Score -1.047863e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -10482078.000000 Penalty: 3666.433594
	Iteration 7F: 3 clusters Score -1.048208e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -10484803.000000 Penalty: 3666.433594
	Iteration 8F: 3 clusters Score -1.04848e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -10486680.000000 Penalty: 3666.433594
	Iteration 9Q: 3 clusters Score -1.048668e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -10487823.000000 Penalty: 3666.433594
	Iteration 10Q: 3 clusters Score -1.048782e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -10488447.000000 Penalty: 3666.433594
	Iteration 11Q: 3 clusters Score -1.048845e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -10488773.000000 Penalty: 3666.433594
	Iteration 12Q: 3 clusters Score -1.048877e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -10488962.000000 Penalty: 3666.433594
	Iteration 13Q: 3 clusters Score -1.048896e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -10489038.000000 Penalty: 3666.433594
	Iteration 14Q: 3 clusters Score -1.048904e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -10489134.000000 Penalty: 3666.433594
	Iteration 15Q: 3 clusters Score -1.048913e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -10489174.000000 Penalty: 3666.433594
	Iteration 16Q: 3 clusters Score -1.048917e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -10489236.000000 Penalty: 3666.433594
	Iteration 17Q: 3 clusters Score -1.048924e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -10489306.000000 Penalty: 3666.433594
	Iteration 18Q: 3 clusters Score -1.048931e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -10489367.000000 Penalty: 3666.433594
	Iteration 19Q: 3 clusters Score -1.048937e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -10489360.000000 Penalty: 3666.433594
	Iteration 20F: 3 clusters Score -1.048936e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -10489402.000000 Penalty: 3666.433594
	Iteration 21Q: 3 clusters Score -1.04894e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -10489448.000000 Penalty: 3666.433594
	Iteration 22Q: 3 clusters Score -1.048945e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -10489467.000000 Penalty: 3666.433594
	Iteration 23Q: 3 clusters Score -1.048947e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -10489490.000000 Penalty: 3666.433594
	Iteration 24Q: 3 clusters Score -1.048949e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -10489506.000000 Penalty: 3666.433594
	Iteration 25Q: 3 clusters Score -1.048951e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -10489536.000000 Penalty: 3666.433594
	Iteration 26Q: 3 clusters Score -1.048954e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -10489555.000000 Penalty: 3666.433594
	Iteration 27Q: 3 clusters Score -1.048956e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -10489537.000000 Penalty: 3666.433594
	Iteration 28Q: 3 clusters Score -1.048954e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -10489544.000000 Penalty: 3666.433594
	Iteration 29Q: 3 clusters Score -1.048954e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -10489556.000000 Penalty: 3666.433594
	Iteration 30Q: 3 clusters Score -1.048956e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -10489578.000000 Penalty: 3666.433594
	Iteration 31Q: 3 clusters Score -1.048958e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -10489569.000000 Penalty: 3666.433594
	Iteration 32Q: 3 clusters Score -1.048957e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -10489598.000000 Penalty: 3666.433594
	Iteration 33Q: 3 clusters Score -1.04896e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -10489605.000000 Penalty: 3666.433594
	Iteration 34Q: 3 clusters Score -1.04896e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -10489624.000000 Penalty: 3666.433594
	Iteration 35Q: 3 clusters Score -1.048962e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -10489636.000000 Penalty: 3666.433594
	Iteration 36Q: 3 clusters Score -1.048964e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -10489623.000000 Penalty: 3666.433594
	Iteration 37Q: 3 clusters Score -1.048962e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -10489640.000000 Penalty: 3666.433594
	Iteration 38Q: 3 clusters Score -1.048964e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -10489672.000000 Penalty: 3666.433594
	Iteration 39Q: 3 clusters Score -1.048967e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -10489650.000000 Penalty: 3666.433594
	Iteration 40F: 3 clusters Score -1.048965e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -10489675.000000 Penalty: 3666.433594
	Iteration 41Q: 3 clusters Score -1.048968e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -10489696.000000 Penalty: 3666.433594
	Iteration 42Q: 3 clusters Score -1.04897e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -10489720.000000 Penalty: 3666.433594
	Iteration 43Q: 3 clusters Score -1.048972e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -10489716.000000 Penalty: 3666.433594
	Iteration 44Q: 3 clusters Score -1.048972e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -10489717.000000 Penalty: 3666.433594
	Iteration 45Q: 3 clusters Score -1.048972e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -10489720.000000 Penalty: 3666.433594
	Iteration 46Q: 3 clusters Score -1.048972e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -10489751.000000 Penalty: 3666.433594
	Iteration 47Q: 3 clusters Score -1.048975e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -10489783.000000 Penalty: 3666.433594
	Iteration 48Q: 3 clusters Score -1.048978e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -10489805.000000 Penalty: 3666.433594
	Iteration 49Q: 3 clusters Score -1.04898e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -10489842.000000 Penalty: 3666.433594
	Iteration 50Q: 3 clusters Score -1.048984e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -10489840.000000 Penalty: 3666.433594
	Iteration 51Q: 3 clusters Score -1.048984e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -10489846.000000 Penalty: 3666.433594
	Iteration 52Q: 3 clusters Score -1.048985e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -10489853.000000 Penalty: 3666.433594
	Iteration 53Q: 3 clusters Score -1.048985e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -10489870.000000 Penalty: 3666.433594
	Iteration 54Q: 3 clusters Score -1.048987e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -10489875.000000 Penalty: 3666.433594
	Iteration 55Q: 3 clusters Score -1.048988e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -10489876.000000 Penalty: 3666.433594
	Iteration 56Q: 3 clusters Score -1.048988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -10489879.000000 Penalty: 3666.433594
	Iteration 57Q: 3 clusters Score -1.048988e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -10489876.000000 Penalty: 3666.433594
	Iteration 58Q: 3 clusters Score -1.048988e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -10489891.000000 Penalty: 3666.433594
	Iteration 59Q: 3 clusters Score -1.048989e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -10489874.000000 Penalty: 3666.433594
	Iteration 60F: 3 clusters Score -1.048987e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -10489873.000000 Penalty: 3666.433594
	Iteration 61Q: 3 clusters Score -1.048987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -10489877.000000 Penalty: 3666.433594
	Iteration 62Q: 3 clusters Score -1.048988e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -10489882.000000 Penalty: 3666.433594
	Iteration 63Q: 3 clusters Score -1.048988e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -10489878.000000 Penalty: 3666.433594
	Iteration 64Q: 3 clusters Score -1.048988e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -10489889.000000 Penalty: 3666.433594
	Iteration 65Q: 3 clusters Score -1.048989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -10489879.000000 Penalty: 3666.433594
	Iteration 66Q: 3 clusters Score -1.048988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -10489891.000000 Penalty: 3666.433594
	Iteration 67Q: 3 clusters Score -1.048989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -10489895.000000 Penalty: 3666.433594
	Iteration 68Q: 3 clusters Score -1.04899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -10489900.000000 Penalty: 3666.433594
	Iteration 69Q: 3 clusters Score -1.04899e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -10489910.000000 Penalty: 3666.433594
	Iteration 70Q: 3 clusters Score -1.048991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -10489903.000000 Penalty: 3666.433594
	Iteration 71Q: 3 clusters Score -1.04899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -10489891.000000 Penalty: 3666.433594
	Iteration 72Q: 3 clusters Score -1.048989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -10489897.000000 Penalty: 3666.433594
	Iteration 73Q: 3 clusters Score -1.04899e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -10489934.000000 Penalty: 3666.433594
	Iteration 74Q: 3 clusters Score -1.048993e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -10489945.000000 Penalty: 3666.433594
	Iteration 75Q: 3 clusters Score -1.048994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -10489957.000000 Penalty: 3666.433594
	Iteration 76Q: 3 clusters Score -1.048996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -10489972.000000 Penalty: 3666.433594
	Iteration 77Q: 3 clusters Score -1.048997e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -10489968.000000 Penalty: 3666.433594
	Iteration 78Q: 3 clusters Score -1.048997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -10489988.000000 Penalty: 3666.433594
	Iteration 79Q: 3 clusters Score -1.048999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -10489986.000000 Penalty: 3666.433594
	Iteration 80F: 3 clusters Score -1.048999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -10489978.000000 Penalty: 3666.433594
	Iteration 81Q: 3 clusters Score -1.048998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -10489980.000000 Penalty: 3666.433594
	Iteration 82Q: 3 clusters Score -1.048998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -10489981.000000 Penalty: 3666.433594
	Iteration 83Q: 3 clusters Score -1.048998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -10489976.000000 Penalty: 3666.433594
	Iteration 84Q: 3 clusters Score -1.048998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -10489981.000000 Penalty: 3666.433594
	Iteration 85Q: 3 clusters Score -1.048998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -10489990.000000 Penalty: 3666.433594
	Iteration 86Q: 3 clusters Score -1.048999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -10489982.000000 Penalty: 3666.433594
	Iteration 87Q: 3 clusters Score -1.048998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -10489995.000000 Penalty: 3666.433594
	Iteration 88Q: 3 clusters Score -1.049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -10489992.000000 Penalty: 3666.433594
	Iteration 89Q: 3 clusters Score -1.048999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -10489999.000000 Penalty: 3666.433594
	Iteration 90Q: 3 clusters Score -1.049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -10489990.000000 Penalty: 3666.433594
	Iteration 91Q: 3 clusters Score -1.048999e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -10489994.000000 Penalty: 3666.433594
	Iteration 92Q: 3 clusters Score -1.048999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -10490021.000000 Penalty: 3666.433594
	Iteration 93Q: 3 clusters Score -1.049002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -10490038.000000 Penalty: 3666.433594
	Iteration 94Q: 3 clusters Score -1.049004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -10490030.000000 Penalty: 3666.433594
	Iteration 95Q: 3 clusters Score -1.049003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -10490035.000000 Penalty: 3666.433594
	Iteration 96Q: 3 clusters Score -1.049004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -10490036.000000 Penalty: 3666.433594
	Iteration 97Q: 3 clusters Score -1.049004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -10490038.000000 Penalty: 3666.433594
	Iteration 98Q: 3 clusters Score -1.049004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -10490030.000000 Penalty: 3666.433594
	Iteration 99Q: 3 clusters Score -1.049003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -10490034.000000 Penalty: 3666.433594
	Iteration 100F: 3 clusters Score -1.049003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -10490037.000000 Penalty: 3666.433594
	Iteration 101Q: 3 clusters Score -1.049004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -10490012.000000 Penalty: 3666.433594
	Iteration 102Q: 3 clusters Score -1.049001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -10490016.000000 Penalty: 3666.433594
	Iteration 103Q: 3 clusters Score -1.049002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -10490017.000000 Penalty: 3666.433594
	Iteration 104Q: 3 clusters Score -1.049002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -10490032.000000 Penalty: 3666.433594
	Iteration 105Q: 3 clusters Score -1.049003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10490013.000000 Penalty: 3666.433594
	Iteration 106Q: 3 clusters Score -1.049001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -10490016.000000 Penalty: 3666.433594
	Iteration 107Q: 3 clusters Score -1.049002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -10490018.000000 Penalty: 3666.433594
	Iteration 108Q: 3 clusters Score -1.049002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -10490021.000000 Penalty: 3666.433594
	Iteration 109Q: 3 clusters Score -1.049002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -10490022.000000 Penalty: 3666.433594
	Iteration 110Q: 3 clusters Score -1.049002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -10490013.000000 Penalty: 3666.433594
	Iteration 111Q: 3 clusters Score -1.049001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -10490012.000000 Penalty: 3666.433594
	Iteration 112Q: 3 clusters Score -1.049001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -10490017.000000 Penalty: 3666.433594
	Iteration 113Q: 3 clusters Score -1.049002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -10490011.000000 Penalty: 3666.433594
	Iteration 114Q: 3 clusters Score -1.049001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -10490028.000000 Penalty: 3666.433594
	Iteration 115Q: 3 clusters Score -1.049003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -10490034.000000 Penalty: 3666.433594
	Iteration 116Q: 3 clusters Score -1.049003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -10490035.000000 Penalty: 3666.433594
	Iteration 117Q: 3 clusters Score -1.049004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -10490041.000000 Penalty: 3666.433594
	Iteration 118Q: 3 clusters Score -1.049004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -10490045.000000 Penalty: 3666.433594
	Iteration 119Q: 3 clusters Score -1.049004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -10490051.000000 Penalty: 3666.433594
	Iteration 120F: 3 clusters Score -1.049005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -10490052.000000 Penalty: 3666.433594
	Iteration 121Q: 3 clusters Score -1.049005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -10490053.000000 Penalty: 3666.433594
	Iteration 122Q: 3 clusters Score -1.049005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -10490053.000000 Penalty: 3666.433594
	Iteration 123Q: 3 clusters Score -1.049005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -10490052.000000 Penalty: 3666.433594
	Iteration 124Q: 3 clusters Score -1.049005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -10490050.000000 Penalty: 3666.433594
	Iteration 125Q: 3 clusters Score -1.049005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -10490050.000000 Penalty: 3666.433594
	Iteration 126F: 3 clusters Score -1.049005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -968038.250000 Penalty: 1451.119263
	Iteration 0F: 2 clusters Score -968038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -962389.187500 Penalty: 2902.238525
	Iteration 0F: 3 clusters Score -962389.2 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -964142.750000 Penalty: 2902.238525
	Iteration 1F: 3 clusters Score -964142.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -964644.062500 Penalty: 2902.238525
	Iteration 2F: 3 clusters Score -964644.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -965556.875000 Penalty: 2902.238525
	Iteration 3F: 3 clusters Score -965556.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -966608.312500 Penalty: 2902.238525
	Iteration 4F: 3 clusters Score -966608.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -967463.437500 Penalty: 2902.238525
	Iteration 5F: 3 clusters Score -967463.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -967912.437500 Penalty: 2902.238525
	Iteration 6F: 3 clusters Score -967912.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -968156.937500 Penalty: 2902.238525
	Iteration 7Q: 3 clusters Score -968156.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -968338.875000 Penalty: 2902.238525
	Iteration 8Q: 3 clusters Score -968338.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -968465.375000 Penalty: 2902.238525
	Iteration 9Q: 3 clusters Score -968465.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -968559.375000 Penalty: 2902.238525
	Iteration 10Q: 3 clusters Score -968559.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -968621.000000 Penalty: 2902.238525
	Iteration 11Q: 3 clusters Score -968621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -968659.125000 Penalty: 2902.238525
	Iteration 12Q: 3 clusters Score -968659.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -968685.062500 Penalty: 2902.238525
	Iteration 13Q: 3 clusters Score -968685.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -968709.437500 Penalty: 2902.238525
	Iteration 14Q: 3 clusters Score -968709.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -968726.437500 Penalty: 2902.238525
	Iteration 15Q: 3 clusters Score -968726.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -968742.375000 Penalty: 2902.238525
	Iteration 16Q: 3 clusters Score -968742.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -968755.812500 Penalty: 2902.238525
	Iteration 17Q: 3 clusters Score -968755.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -968763.062500 Penalty: 2902.238525
	Iteration 18Q: 3 clusters Score -968763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -968769.562500 Penalty: 2902.238525
	Iteration 19Q: 3 clusters Score -968769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -968775.187500 Penalty: 2902.238525
	Iteration 20F: 3 clusters Score -968775.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -968777.187500 Penalty: 2902.238525
	Iteration 21Q: 3 clusters Score -968777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -968782.625000 Penalty: 2902.238525
	Iteration 22Q: 3 clusters Score -968782.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -968794.375000 Penalty: 2902.238525
	Iteration 23Q: 3 clusters Score -968794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -968800.625000 Penalty: 2902.238525
	Iteration 24Q: 3 clusters Score -968800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968808.937500 Penalty: 2902.238525
	Iteration 25Q: 3 clusters Score -968808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -968811.000000 Penalty: 2902.238525
	Iteration 26Q: 3 clusters Score -968811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -968814.250000 Penalty: 2902.238525
	Iteration 27Q: 3 clusters Score -968814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -968816.500000 Penalty: 2902.238525
	Iteration 28Q: 3 clusters Score -968816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -968818.250000 Penalty: 2902.238525
	Iteration 29Q: 3 clusters Score -968818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -968817.312500 Penalty: 2902.238525
	Iteration 30Q: 3 clusters Score -968817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -968815.750000 Penalty: 2902.238525
	Iteration 31Q: 3 clusters Score -968815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968817.625000 Penalty: 2902.238525
	Iteration 32Q: 3 clusters Score -968817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968817.625000 Penalty: 2902.238525
	Iteration 33F: 3 clusters Score -968817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Mstep: Class 47 contains 1819 members 
Entering Unmasked Estep 
Score: -85975080.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85975560.000000 to -85975080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -649463.375000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -649463.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -645426.562500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -645426.6 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -646454.000000 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -646454 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -646660.750000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -646660.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -646836.875000 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -646836.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -646982.437500 Penalty: 2767.762451
	Iteration 4Q: 3 clusters Score -646982.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -647155.875000 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -647155.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -647339.062500 Penalty: 2767.762451
	Iteration 6F: 3 clusters Score -647339.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -647531.875000 Penalty: 2767.762451
	Iteration 7F: 3 clusters Score -647531.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -647709.500000 Penalty: 2767.762451
	Iteration 8F: 3 clusters Score -647709.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -647860.000000 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -647860 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -647978.937500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -647978.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -648069.937500 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -648069.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -648132.312500 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -648132.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -648189.937500 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -648189.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -648227.187500 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -648227.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -648259.875000 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -648259.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -648285.000000 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -648285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -648310.250000 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -648310.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -648333.312500 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -648333.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -648353.125000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -648353.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -648370.187500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -648370.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -648380.375000 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -648380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -648388.562500 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -648388.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -648397.625000 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -648397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -648404.562500 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -648404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -648409.250000 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -648409.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -648411.562500 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -648411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -648411.875000 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -648411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -648412.312500 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -648412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -648412.875000 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -648412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -648414.937500 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -648414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -648414.625000 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -648414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -648414.937500 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -648414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -648414.937500 Penalty: 2767.762451
	Iteration 33F: 3 clusters Score -648414.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17624.349609 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17624.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17835.076172 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17835.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17970.685547 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17970.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18037.794922 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -18037.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18067.482422 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -18067.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18067.482422 Penalty: 1858.033936
	Iteration 5F: 3 clusters Score -18067.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -800592.375000 Penalty: 1415.930420
	Iteration 0F: 2 clusters Score -800592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -795865.125000 Penalty: 2831.860840
	Iteration 0F: 3 clusters Score -795865.1 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -797176.812500 Penalty: 2831.860840
	Iteration 1F: 3 clusters Score -797176.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -797360.687500 Penalty: 2831.860840
	Iteration 2F: 3 clusters Score -797360.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -797499.125000 Penalty: 2831.860840
	Iteration 3Q: 3 clusters Score -797499.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -797613.687500 Penalty: 2831.860840
	Iteration 4Q: 3 clusters Score -797613.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -797724.437500 Penalty: 2831.860840
	Iteration 5Q: 3 clusters Score -797724.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -797839.875000 Penalty: 2831.860840
	Iteration 6Q: 3 clusters Score -797839.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -797979.625000 Penalty: 2831.860840
	Iteration 7Q: 3 clusters Score -797979.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -798146.187500 Penalty: 2831.860840
	Iteration 8Q: 3 clusters Score -798146.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -798370.312500 Penalty: 2831.860840
	Iteration 9F: 3 clusters Score -798370.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -798658.375000 Penalty: 2831.860840
	Iteration 10F: 3 clusters Score -798658.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -798986.437500 Penalty: 2831.860840
	Iteration 11F: 3 clusters Score -798986.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -799273.500000 Penalty: 2831.860840
	Iteration 12Q: 3 clusters Score -799273.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -799460.000000 Penalty: 2831.860840
	Iteration 13Q: 3 clusters Score -799460 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -799571.937500 Penalty: 2831.860840
	Iteration 14Q: 3 clusters Score -799571.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -799631.625000 Penalty: 2831.860840
	Iteration 15Q: 3 clusters Score -799631.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -799673.937500 Penalty: 2831.860840
	Iteration 16Q: 3 clusters Score -799673.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -799696.687500 Penalty: 2831.860840
	Iteration 17Q: 3 clusters Score -799696.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -799709.250000 Penalty: 2831.860840
	Iteration 18Q: 3 clusters Score -799709.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -799718.812500 Penalty: 2831.860840
	Iteration 19Q: 3 clusters Score -799718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -799724.687500 Penalty: 2831.860840
	Iteration 20F: 3 clusters Score -799724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -799727.375000 Penalty: 2831.860840
	Iteration 21Q: 3 clusters Score -799727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -799729.437500 Penalty: 2831.860840
	Iteration 22Q: 3 clusters Score -799729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -799729.437500 Penalty: 2831.860840
	Iteration 23F: 3 clusters Score -799729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50497.250000 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50497.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50750.539062 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50750.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50835.250000 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -50835.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50918.000000 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -50918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51057.535156 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -51057.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51248.015625 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51248.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51333.386719 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51333.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51409.304688 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51409.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51453.109375 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -51453.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51479.101562 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -51479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51488.019531 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -51488.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51490.472656 Penalty: 1921.888550
	Iteration 11F: 3 clusters Score -51490.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51501.753906 Penalty: 1921.888550
	Iteration 12Q: 3 clusters Score -51501.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51513.210938 Penalty: 1921.888550
	Iteration 13Q: 3 clusters Score -51513.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51513.210938 Penalty: 1921.888550
	Iteration 14F: 3 clusters Score -51513.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Mstep: Class 47 contains 143 members 
Entering Unmasked Estep 
Score: -85974312.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85975560.000000 to -85974312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54848.359375 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54848.36 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55114.980469 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55114.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55269.500000 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55269.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55357.355469 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55357.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55448.343750 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -55448.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55495.148438 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -55495.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55527.078125 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -55527.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55539.410156 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -55539.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55562.464844 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -55562.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55586.007812 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -55586.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55602.046875 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -55602.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55632.898438 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -55632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55657.480469 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -55657.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55681.097656 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -55681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55690.597656 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -55690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55699.500000 Penalty: 2062.901611
	Iteration 15Q: 3 clusters Score -55699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55711.199219 Penalty: 2062.901611
	Iteration 16Q: 3 clusters Score -55711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55722.117188 Penalty: 2062.901611
	Iteration 17Q: 3 clusters Score -55722.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55727.683594 Penalty: 2062.901611
	Iteration 18Q: 3 clusters Score -55727.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55730.707031 Penalty: 2062.901611
	Iteration 19Q: 3 clusters Score -55730.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55733.093750 Penalty: 2062.901611
	Iteration 20F: 3 clusters Score -55733.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55740.050781 Penalty: 2062.901611
	Iteration 21Q: 3 clusters Score -55740.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55757.125000 Penalty: 2062.901611
	Iteration 22Q: 3 clusters Score -55757.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55777.003906 Penalty: 2062.901611
	Iteration 23Q: 3 clusters Score -55777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55792.277344 Penalty: 2062.901611
	Iteration 24Q: 3 clusters Score -55792.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55810.550781 Penalty: 2062.901611
	Iteration 25Q: 3 clusters Score -55810.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55826.589844 Penalty: 2062.901611
	Iteration 26Q: 3 clusters Score -55826.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55840.312500 Penalty: 2062.901611
	Iteration 27Q: 3 clusters Score -55840.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -55848.726562 Penalty: 2062.901611
	Iteration 28Q: 3 clusters Score -55848.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55851.902344 Penalty: 2062.901611
	Iteration 29Q: 3 clusters Score -55851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55855.765625 Penalty: 2062.901611
	Iteration 30Q: 3 clusters Score -55855.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55862.855469 Penalty: 2062.901611
	Iteration 31Q: 3 clusters Score -55862.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55871.957031 Penalty: 2062.901611
	Iteration 32Q: 3 clusters Score -55871.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55877.070312 Penalty: 2062.901611
	Iteration 33Q: 3 clusters Score -55877.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55878.925781 Penalty: 2062.901611
	Iteration 34Q: 3 clusters Score -55878.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55878.925781 Penalty: 2062.901611
	Iteration 35F: 3 clusters Score -55878.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Mstep: Class 47 contains 386 members 
Entering Unmasked Estep 
Score: -85974192.000000 Penalty: 102362.921875
Splitting cluster 14 changes total score from -85975560.000000 to -85974192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (21396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Entering Unmasked Estep 
Score: -2792484.500000 Penalty: 1620.281006
	Iteration 0F: 2 clusters Score -2792484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2777916.000000 Penalty: 3240.562012
	Iteration 0F: 3 clusters Score -2777916 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2783149.000000 Penalty: 3240.562012
	Iteration 1F: 3 clusters Score -2783149 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2783601.750000 Penalty: 3240.562012
	Iteration 2F: 3 clusters Score -2783602 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2784180.000000 Penalty: 3240.562012
	Iteration 3F: 3 clusters Score -2784180 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2784996.500000 Penalty: 3240.562012
	Iteration 4F: 3 clusters Score -2784996 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2786131.500000 Penalty: 3240.562012
	Iteration 5F: 3 clusters Score -2786132 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2787347.250000 Penalty: 3240.562012
	Iteration 6F: 3 clusters Score -2787347 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2788459.250000 Penalty: 3240.562012
	Iteration 7F: 3 clusters Score -2788459 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2789373.000000 Penalty: 3240.562012
	Iteration 8Q: 3 clusters Score -2789373 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2790106.500000 Penalty: 3240.562012
	Iteration 9Q: 3 clusters Score -2790106 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2790519.500000 Penalty: 3240.562012
	Iteration 10Q: 3 clusters Score -2790520 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2790690.750000 Penalty: 3240.562012
	Iteration 11Q: 3 clusters Score -2790691 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2790785.500000 Penalty: 3240.562012
	Iteration 12Q: 3 clusters Score -2790786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2790856.000000 Penalty: 3240.562012
	Iteration 13Q: 3 clusters Score -2790856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2790895.250000 Penalty: 3240.562012
	Iteration 14Q: 3 clusters Score -2790895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2790932.750000 Penalty: 3240.562012
	Iteration 15Q: 3 clusters Score -2790933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2790958.250000 Penalty: 3240.562012
	Iteration 16Q: 3 clusters Score -2790958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2790983.500000 Penalty: 3240.562012
	Iteration 17Q: 3 clusters Score -2790984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2790985.250000 Penalty: 3240.562012
	Iteration 18Q: 3 clusters Score -2790985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2790983.750000 Penalty: 3240.562012
	Iteration 19Q: 3 clusters Score -2790984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2790990.750000 Penalty: 3240.562012
	Iteration 20F: 3 clusters Score -2790991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2790992.500000 Penalty: 3240.562012
	Iteration 21Q: 3 clusters Score -2790992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2791005.500000 Penalty: 3240.562012
	Iteration 22Q: 3 clusters Score -2791006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2791015.000000 Penalty: 3240.562012
	Iteration 23Q: 3 clusters Score -2791015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2791018.500000 Penalty: 3240.562012
	Iteration 24Q: 3 clusters Score -2791018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2791026.750000 Penalty: 3240.562012
	Iteration 25Q: 3 clusters Score -2791027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2791043.500000 Penalty: 3240.562012
	Iteration 26Q: 3 clusters Score -2791044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2791059.500000 Penalty: 3240.562012
	Iteration 27Q: 3 clusters Score -2791060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2791066.750000 Penalty: 3240.562012
	Iteration 28Q: 3 clusters Score -2791067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2791078.750000 Penalty: 3240.562012
	Iteration 29Q: 3 clusters Score -2791079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2791083.000000 Penalty: 3240.562012
	Iteration 30Q: 3 clusters Score -2791083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2791090.250000 Penalty: 3240.562012
	Iteration 31Q: 3 clusters Score -2791090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2791093.000000 Penalty: 3240.562012
	Iteration 32Q: 3 clusters Score -2791093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2791100.750000 Penalty: 3240.562012
	Iteration 33Q: 3 clusters Score -2791101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2791102.000000 Penalty: 3240.562012
	Iteration 34Q: 3 clusters Score -2791102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2791108.000000 Penalty: 3240.562012
	Iteration 35Q: 3 clusters Score -2791108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2791104.250000 Penalty: 3240.562012
	Iteration 36Q: 3 clusters Score -2791104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2791107.500000 Penalty: 3240.562012
	Iteration 37Q: 3 clusters Score -2791108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2791110.500000 Penalty: 3240.562012
	Iteration 38Q: 3 clusters Score -2791110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2791112.500000 Penalty: 3240.562012
	Iteration 39Q: 3 clusters Score -2791112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2791114.250000 Penalty: 3240.562012
	Iteration 40F: 3 clusters Score -2791114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2791123.250000 Penalty: 3240.562012
	Iteration 41Q: 3 clusters Score -2791123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2791124.000000 Penalty: 3240.562012
	Iteration 42Q: 3 clusters Score -2791124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2791122.000000 Penalty: 3240.562012
	Iteration 43Q: 3 clusters Score -2791122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2791124.750000 Penalty: 3240.562012
	Iteration 44Q: 3 clusters Score -2791125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2791126.000000 Penalty: 3240.562012
	Iteration 45Q: 3 clusters Score -2791126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2791125.750000 Penalty: 3240.562012
	Iteration 46Q: 3 clusters Score -2791126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2791124.000000 Penalty: 3240.562012
	Iteration 47Q: 3 clusters Score -2791124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2791124.500000 Penalty: 3240.562012
	Iteration 48Q: 3 clusters Score -2791124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2791124.500000 Penalty: 3240.562012
	Iteration 49F: 3 clusters Score -2791124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34354.691406 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34354.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33491.144531 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33491.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33592.722656 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33592.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33648.062500 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33648.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33707.933594 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33707.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33720.210938 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33720.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33740.542969 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33740.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33749.628906 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33749.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33750.796875 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33750.796875 Penalty: 1854.810913
	Iteration 8F: 3 clusters Score -33750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221874.375000 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221874.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -222265.125000 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222265.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -222454.437500 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222454.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -222728.234375 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222728.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223010.609375 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -223010.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -223219.187500 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -223219.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -223368.046875 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -223441.406250 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -223441.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -223489.062500 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -223489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -223507.890625 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -223525.546875 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223525.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -223537.046875 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -223545.875000 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -223549.296875 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -223550.953125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -223551.703125 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -223551.703125 Penalty: 2356.456543
	Iteration 16F: 3 clusters Score -223551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -963637.187500 Penalty: 1451.956055
	Iteration 0F: 2 clusters Score -963637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -957998.812500 Penalty: 2903.912109
	Iteration 0F: 3 clusters Score -957998.8 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -959755.250000 Penalty: 2903.912109
	Iteration 1F: 3 clusters Score -959755.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -960005.187500 Penalty: 2903.912109
	Iteration 2F: 3 clusters Score -960005.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -960224.500000 Penalty: 2903.912109
	Iteration 3F: 3 clusters Score -960224.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -960424.312500 Penalty: 2903.912109
	Iteration 4Q: 3 clusters Score -960424.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -960634.125000 Penalty: 2903.912109
	Iteration 5Q: 3 clusters Score -960634.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -960891.750000 Penalty: 2903.912109
	Iteration 6F: 3 clusters Score -960891.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -961236.250000 Penalty: 2903.912109
	Iteration 7F: 3 clusters Score -961236.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -961606.875000 Penalty: 2903.912109
	Iteration 8F: 3 clusters Score -961606.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -961973.562500 Penalty: 2903.912109
	Iteration 9Q: 3 clusters Score -961973.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -962252.625000 Penalty: 2903.912109
	Iteration 10Q: 3 clusters Score -962252.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -962459.375000 Penalty: 2903.912109
	Iteration 11Q: 3 clusters Score -962459.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -962589.625000 Penalty: 2903.912109
	Iteration 12Q: 3 clusters Score -962589.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -962689.062500 Penalty: 2903.912109
	Iteration 13Q: 3 clusters Score -962689.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -962746.562500 Penalty: 2903.912109
	Iteration 14Q: 3 clusters Score -962746.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -962773.875000 Penalty: 2903.912109
	Iteration 15Q: 3 clusters Score -962773.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -962790.812500 Penalty: 2903.912109
	Iteration 16Q: 3 clusters Score -962790.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -962801.000000 Penalty: 2903.912109
	Iteration 17Q: 3 clusters Score -962801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -962811.500000 Penalty: 2903.912109
	Iteration 18Q: 3 clusters Score -962811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -962815.437500 Penalty: 2903.912109
	Iteration 19Q: 3 clusters Score -962815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -962821.312500 Penalty: 2903.912109
	Iteration 20F: 3 clusters Score -962821.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -962823.125000 Penalty: 2903.912109
	Iteration 21Q: 3 clusters Score -962823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -962826.125000 Penalty: 2903.912109
	Iteration 22Q: 3 clusters Score -962826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -962825.750000 Penalty: 2903.912109
	Iteration 23Q: 3 clusters Score -962825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -962826.000000 Penalty: 2903.912109
	Iteration 24Q: 3 clusters Score -962826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -962826.500000 Penalty: 2903.912109
	Iteration 25Q: 3 clusters Score -962826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -962828.312500 Penalty: 2903.912109
	Iteration 26Q: 3 clusters Score -962828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -962827.625000 Penalty: 2903.912109
	Iteration 27Q: 3 clusters Score -962827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -962827.375000 Penalty: 2903.912109
	Iteration 28Q: 3 clusters Score -962827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -962827.687500 Penalty: 2903.912109
	Iteration 29Q: 3 clusters Score -962827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -962827.687500 Penalty: 2903.912109
	Iteration 30Q: 3 clusters Score -962827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -962827.687500 Penalty: 2903.912109
	Iteration 31F: 3 clusters Score -962827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5708.535156 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5708.535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5850.782227 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5850.782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5875.799316 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -5875.799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5888.044922 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -5888.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5892.312012 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -5892.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5903.986816 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -5903.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5903.986816 Penalty: 1667.217041
	Iteration 6F: 3 clusters Score -5903.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16738.591797 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16738.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16819.140625 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16819.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16828.060547 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16828.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16834.630859 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16834.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16834.630859 Penalty: 1696.615723
	Iteration 4F: 3 clusters Score -16834.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36037.421875 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -36037.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35145.734375 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -35145.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35365.828125 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -35365.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35441.093750 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -35441.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35494.742188 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -35494.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35529.117188 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -35529.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35546.800781 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -35546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35563.507812 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -35563.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35567.011719 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -35567.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35575.070312 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -35575.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35576.011719 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -35576.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35576.011719 Penalty: 1930.555664
	Iteration 10F: 3 clusters Score -35576.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29462.646484 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29462.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29568.597656 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29609.093750 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29609.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29633.832031 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29633.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29646.912109 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29646.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29653.300781 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29653.644531 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29653.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29653.767578 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -29653.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29658.423828 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -29658.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29659.541016 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -29659.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29659.541016 Penalty: 1817.070801
	Iteration 10F: 3 clusters Score -29659.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -1152055.000000 Penalty: 1478.926147
	Iteration 0F: 2 clusters Score -1152055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1145603.250000 Penalty: 2957.852295
	Iteration 0F: 3 clusters Score -1145603 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1147704.125000 Penalty: 2957.852295
	Iteration 1F: 3 clusters Score -1147704 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1147992.750000 Penalty: 2957.852295
	Iteration 2F: 3 clusters Score -1147993 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1148220.125000 Penalty: 2957.852295
	Iteration 3F: 3 clusters Score -1148220 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1148460.250000 Penalty: 2957.852295
	Iteration 4Q: 3 clusters Score -1148460 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1148674.750000 Penalty: 2957.852295
	Iteration 5Q: 3 clusters Score -1148675 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1148874.000000 Penalty: 2957.852295
	Iteration 6Q: 3 clusters Score -1148874 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1149100.000000 Penalty: 2957.852295
	Iteration 7Q: 3 clusters Score -1149100 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1149350.750000 Penalty: 2957.852295
	Iteration 8Q: 3 clusters Score -1149351 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1149600.750000 Penalty: 2957.852295
	Iteration 9Q: 3 clusters Score -1149601 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1149863.125000 Penalty: 2957.852295
	Iteration 10Q: 3 clusters Score -1149863 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1150151.375000 Penalty: 2957.852295
	Iteration 11Q: 3 clusters Score -1150151 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1150433.000000 Penalty: 2957.852295
	Iteration 12Q: 3 clusters Score -1150433 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1150783.750000 Penalty: 2957.852295
	Iteration 13Q: 3 clusters Score -1150784 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1151173.125000 Penalty: 2957.852295
	Iteration 14Q: 3 clusters Score -1151173 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1151453.750000 Penalty: 2957.852295
	Iteration 15Q: 3 clusters Score -1151454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1151585.375000 Penalty: 2957.852295
	Iteration 16Q: 3 clusters Score -1151585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1151643.000000 Penalty: 2957.852295
	Iteration 17Q: 3 clusters Score -1151643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1151660.125000 Penalty: 2957.852295
	Iteration 18Q: 3 clusters Score -1151660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1151675.000000 Penalty: 2957.852295
	Iteration 19Q: 3 clusters Score -1151675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1151680.125000 Penalty: 2957.852295
	Iteration 20F: 3 clusters Score -1151680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1151683.750000 Penalty: 2957.852295
	Iteration 21Q: 3 clusters Score -1151684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1151683.250000 Penalty: 2957.852295
	Iteration 22Q: 3 clusters Score -1151683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1151687.000000 Penalty: 2957.852295
	Iteration 23Q: 3 clusters Score -1151687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1151688.500000 Penalty: 2957.852295
	Iteration 24Q: 3 clusters Score -1151688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1151688.625000 Penalty: 2957.852295
	Iteration 25Q: 3 clusters Score -1151689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1151689.375000 Penalty: 2957.852295
	Iteration 26Q: 3 clusters Score -1151689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1151689.250000 Penalty: 2957.852295
	Iteration 27Q: 3 clusters Score -1151689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1151689.250000 Penalty: 2957.852295
	Iteration 28F: 3 clusters Score -1151689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32617.464844 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32617.46 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32979.855469 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32979.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33210.484375 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33210.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33348.097656 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33348.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33419.417969 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33419.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33484.871094 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33484.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33502.539062 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33502.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33529.480469 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33529.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33533.421875 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33533.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33533.421875 Penalty: 1983.331543
	Iteration 9F: 3 clusters Score -33533.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (55566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Entering Unmasked Estep 
Score: -7385495.500000 Penalty: 1775.365479
	Iteration 0F: 2 clusters Score -7385496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7348811.000000 Penalty: 3550.730957
	Iteration 0F: 3 clusters Score -7348811 nChanged 25986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -7363305.500000 Penalty: 3550.730957
	Iteration 1F: 3 clusters Score -7363306 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -7363917.000000 Penalty: 3550.730957
	Iteration 2Q: 3 clusters Score -7363917 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -7364593.000000 Penalty: 3550.730957
	Iteration 3Q: 3 clusters Score -7364593 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7365357.000000 Penalty: 3550.730957
	Iteration 4Q: 3 clusters Score -7365357 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7366487.500000 Penalty: 3550.730957
	Iteration 5Q: 3 clusters Score -7366488 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -7367879.500000 Penalty: 3550.730957
	Iteration 6F: 3 clusters Score -7367880 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7369476.500000 Penalty: 3550.730957
	Iteration 7F: 3 clusters Score -7369476 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -7371601.500000 Penalty: 3550.730957
	Iteration 8F: 3 clusters Score -7371602 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7374232.500000 Penalty: 3550.730957
	Iteration 9F: 3 clusters Score -7374232 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7377153.000000 Penalty: 3550.730957
	Iteration 10F: 3 clusters Score -7377153 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7379244.500000 Penalty: 3550.730957
	Iteration 11Q: 3 clusters Score -7379244 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -7380295.500000 Penalty: 3550.730957
	Iteration 12Q: 3 clusters Score -7380296 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -7380872.000000 Penalty: 3550.730957
	Iteration 13Q: 3 clusters Score -7380872 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -7381302.000000 Penalty: 3550.730957
	Iteration 14Q: 3 clusters Score -7381302 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7381660.500000 Penalty: 3550.730957
	Iteration 15Q: 3 clusters Score -7381660 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -7381981.500000 Penalty: 3550.730957
	Iteration 16Q: 3 clusters Score -7381982 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -7382290.500000 Penalty: 3550.730957
	Iteration 17Q: 3 clusters Score -7382290 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -7382562.500000 Penalty: 3550.730957
	Iteration 18Q: 3 clusters Score -7382562 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -7382806.000000 Penalty: 3550.730957
	Iteration 19Q: 3 clusters Score -7382806 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -7382988.500000 Penalty: 3550.730957
	Iteration 20F: 3 clusters Score -7382988 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -7383147.000000 Penalty: 3550.730957
	Iteration 21Q: 3 clusters Score -7383147 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -7383284.500000 Penalty: 3550.730957
	Iteration 22Q: 3 clusters Score -7383284 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -7383421.500000 Penalty: 3550.730957
	Iteration 23Q: 3 clusters Score -7383422 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -7383554.000000 Penalty: 3550.730957
	Iteration 24Q: 3 clusters Score -7383554 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -7383647.500000 Penalty: 3550.730957
	Iteration 25Q: 3 clusters Score -7383648 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -7383720.000000 Penalty: 3550.730957
	Iteration 26Q: 3 clusters Score -7383720 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -7383795.000000 Penalty: 3550.730957
	Iteration 27Q: 3 clusters Score -7383795 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7383818.000000 Penalty: 3550.730957
	Iteration 28Q: 3 clusters Score -7383818 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -7383878.000000 Penalty: 3550.730957
	Iteration 29Q: 3 clusters Score -7383878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -7383929.000000 Penalty: 3550.730957
	Iteration 30Q: 3 clusters Score -7383929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7383968.000000 Penalty: 3550.730957
	Iteration 31Q: 3 clusters Score -7383968 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -7384023.000000 Penalty: 3550.730957
	Iteration 32Q: 3 clusters Score -7384023 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -7384081.000000 Penalty: 3550.730957
	Iteration 33Q: 3 clusters Score -7384081 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -7384096.000000 Penalty: 3550.730957
	Iteration 34Q: 3 clusters Score -7384096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -7384095.500000 Penalty: 3550.730957
	Iteration 35Q: 3 clusters Score -7384096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7384110.000000 Penalty: 3550.730957
	Iteration 36Q: 3 clusters Score -7384110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -7384115.500000 Penalty: 3550.730957
	Iteration 37Q: 3 clusters Score -7384116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -7384121.500000 Penalty: 3550.730957
	Iteration 38Q: 3 clusters Score -7384122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -7384127.500000 Penalty: 3550.730957
	Iteration 39Q: 3 clusters Score -7384128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -7384127.500000 Penalty: 3550.730957
	Iteration 40F: 3 clusters Score -7384128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -7384134.000000 Penalty: 3550.730957
	Iteration 41Q: 3 clusters Score -7384134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -7384124.500000 Penalty: 3550.730957
	Iteration 42Q: 3 clusters Score -7384124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7384124.000000 Penalty: 3550.730957
	Iteration 43Q: 3 clusters Score -7384124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -7384126.000000 Penalty: 3550.730957
	Iteration 44Q: 3 clusters Score -7384126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -7384122.500000 Penalty: 3550.730957
	Iteration 45Q: 3 clusters Score -7384122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -7384127.500000 Penalty: 3550.730957
	Iteration 46Q: 3 clusters Score -7384128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7384146.500000 Penalty: 3550.730957
	Iteration 47Q: 3 clusters Score -7384146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -7384163.000000 Penalty: 3550.730957
	Iteration 48Q: 3 clusters Score -7384163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7384171.500000 Penalty: 3550.730957
	Iteration 49Q: 3 clusters Score -7384172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7384173.000000 Penalty: 3550.730957
	Iteration 50Q: 3 clusters Score -7384173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -7384166.500000 Penalty: 3550.730957
	Iteration 51Q: 3 clusters Score -7384166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -7384164.000000 Penalty: 3550.730957
	Iteration 52Q: 3 clusters Score -7384164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7384172.500000 Penalty: 3550.730957
	Iteration 53Q: 3 clusters Score -7384172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -7384170.500000 Penalty: 3550.730957
	Iteration 54Q: 3 clusters Score -7384170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7384170.000000 Penalty: 3550.730957
	Iteration 55Q: 3 clusters Score -7384170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -7384163.500000 Penalty: 3550.730957
	Iteration 56Q: 3 clusters Score -7384164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -7384167.000000 Penalty: 3550.730957
	Iteration 57Q: 3 clusters Score -7384167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -7384165.500000 Penalty: 3550.730957
	Iteration 58Q: 3 clusters Score -7384166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -7384158.500000 Penalty: 3550.730957
	Iteration 59Q: 3 clusters Score -7384158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7384161.500000 Penalty: 3550.730957
	Iteration 60F: 3 clusters Score -7384162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7384163.000000 Penalty: 3550.730957
	Iteration 61Q: 3 clusters Score -7384163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -7384150.000000 Penalty: 3550.730957
	Iteration 62Q: 3 clusters Score -7384150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -7384147.000000 Penalty: 3550.730957
	Iteration 63Q: 3 clusters Score -7384147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -7384153.000000 Penalty: 3550.730957
	Iteration 64Q: 3 clusters Score -7384153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7384146.500000 Penalty: 3550.730957
	Iteration 65Q: 3 clusters Score -7384146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -7384145.000000 Penalty: 3550.730957
	Iteration 66Q: 3 clusters Score -7384145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -7384144.500000 Penalty: 3550.730957
	Iteration 67Q: 3 clusters Score -7384144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -7384147.500000 Penalty: 3550.730957
	Iteration 68Q: 3 clusters Score -7384148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -7384143.500000 Penalty: 3550.730957
	Iteration 69Q: 3 clusters Score -7384144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7384141.000000 Penalty: 3550.730957
	Iteration 70Q: 3 clusters Score -7384141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7384143.000000 Penalty: 3550.730957
	Iteration 71Q: 3 clusters Score -7384143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7384147.000000 Penalty: 3550.730957
	Iteration 72Q: 3 clusters Score -7384147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -7384138.500000 Penalty: 3550.730957
	Iteration 73Q: 3 clusters Score -7384138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7384146.000000 Penalty: 3550.730957
	Iteration 74Q: 3 clusters Score -7384146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7384143.000000 Penalty: 3550.730957
	Iteration 75Q: 3 clusters Score -7384143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7384143.000000 Penalty: 3550.730957
	Iteration 76Q: 3 clusters Score -7384143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -7384137.000000 Penalty: 3550.730957
	Iteration 77Q: 3 clusters Score -7384137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -7384147.500000 Penalty: 3550.730957
	Iteration 78Q: 3 clusters Score -7384148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -7384133.500000 Penalty: 3550.730957
	Iteration 79Q: 3 clusters Score -7384134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -7384143.500000 Penalty: 3550.730957
	Iteration 80F: 3 clusters Score -7384144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7384152.500000 Penalty: 3550.730957
	Iteration 81Q: 3 clusters Score -7384152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7384162.500000 Penalty: 3550.730957
	Iteration 82Q: 3 clusters Score -7384162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -7384168.000000 Penalty: 3550.730957
	Iteration 83Q: 3 clusters Score -7384168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7384170.500000 Penalty: 3550.730957
	Iteration 84Q: 3 clusters Score -7384170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -7384166.500000 Penalty: 3550.730957
	Iteration 85Q: 3 clusters Score -7384166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -7384170.000000 Penalty: 3550.730957
	Iteration 86Q: 3 clusters Score -7384170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7384177.500000 Penalty: 3550.730957
	Iteration 87Q: 3 clusters Score -7384178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -7384168.000000 Penalty: 3550.730957
	Iteration 88Q: 3 clusters Score -7384168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7384174.500000 Penalty: 3550.730957
	Iteration 89Q: 3 clusters Score -7384174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -7384174.500000 Penalty: 3550.730957
	Iteration 90Q: 3 clusters Score -7384174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7384170.000000 Penalty: 3550.730957
	Iteration 91Q: 3 clusters Score -7384170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7384166.000000 Penalty: 3550.730957
	Iteration 92Q: 3 clusters Score -7384166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -7384176.000000 Penalty: 3550.730957
	Iteration 93Q: 3 clusters Score -7384176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7384169.000000 Penalty: 3550.730957
	Iteration 94Q: 3 clusters Score -7384169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7384172.000000 Penalty: 3550.730957
	Iteration 95Q: 3 clusters Score -7384172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -7384176.000000 Penalty: 3550.730957
	Iteration 96Q: 3 clusters Score -7384176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -7384181.500000 Penalty: 3550.730957
	Iteration 97Q: 3 clusters Score -7384182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -7384183.500000 Penalty: 3550.730957
	Iteration 98Q: 3 clusters Score -7384184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7384177.500000 Penalty: 3550.730957
	Iteration 99Q: 3 clusters Score -7384178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -7384183.500000 Penalty: 3550.730957
	Iteration 100F: 3 clusters Score -7384184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -7384184.500000 Penalty: 3550.730957
	Iteration 101Q: 3 clusters Score -7384184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7384186.000000 Penalty: 3550.730957
	Iteration 102Q: 3 clusters Score -7384186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7384204.000000 Penalty: 3550.730957
	Iteration 103Q: 3 clusters Score -7384204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7384201.000000 Penalty: 3550.730957
	Iteration 104Q: 3 clusters Score -7384201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7384206.000000 Penalty: 3550.730957
	Iteration 105Q: 3 clusters Score -7384206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7384193.500000 Penalty: 3550.730957
	Iteration 106Q: 3 clusters Score -7384194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7384202.500000 Penalty: 3550.730957
	Iteration 107Q: 3 clusters Score -7384202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7384198.500000 Penalty: 3550.730957
	Iteration 108Q: 3 clusters Score -7384198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7384198.500000 Penalty: 3550.730957
	Iteration 109F: 3 clusters Score -7384198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -113177.289062 Penalty: 1115.537720
	Iteration 0F: 2 clusters Score -113177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111782.109375 Penalty: 2231.075439
	Iteration 0F: 3 clusters Score -111782.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112087.796875 Penalty: 2231.075439
	Iteration 1F: 3 clusters Score -112087.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112236.640625 Penalty: 2231.075439
	Iteration 2F: 3 clusters Score -112236.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112336.554688 Penalty: 2231.075439
	Iteration 3F: 3 clusters Score -112336.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112413.609375 Penalty: 2231.075439
	Iteration 4Q: 3 clusters Score -112413.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112474.968750 Penalty: 2231.075439
	Iteration 5Q: 3 clusters Score -112475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112535.679688 Penalty: 2231.075439
	Iteration 6Q: 3 clusters Score -112535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112572.132812 Penalty: 2231.075439
	Iteration 7Q: 3 clusters Score -112572.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112598.820312 Penalty: 2231.075439
	Iteration 8Q: 3 clusters Score -112598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112621.257812 Penalty: 2231.075439
	Iteration 9Q: 3 clusters Score -112621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112641.929688 Penalty: 2231.075439
	Iteration 10Q: 3 clusters Score -112641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112653.570312 Penalty: 2231.075439
	Iteration 11Q: 3 clusters Score -112653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112665.765625 Penalty: 2231.075439
	Iteration 12Q: 3 clusters Score -112665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112674.156250 Penalty: 2231.075439
	Iteration 13Q: 3 clusters Score -112674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112682.375000 Penalty: 2231.075439
	Iteration 14Q: 3 clusters Score -112682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112684.203125 Penalty: 2231.075439
	Iteration 15Q: 3 clusters Score -112684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112687.523438 Penalty: 2231.075439
	Iteration 16Q: 3 clusters Score -112687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112687.523438 Penalty: 2231.075439
	Iteration 17F: 3 clusters Score -112687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72651.085938 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72651.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71483.140625 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71483.14 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71674.453125 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71674.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71784.281250 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71784.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71842.828125 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -71842.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71902.437500 Penalty: 2098.959961
	Iteration 4F: 3 clusters Score -71902.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71937.882812 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71937.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71984.390625 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71984.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72022.562500 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -72022.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72038.960938 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -72038.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72058.210938 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -72058.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72069.000000 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -72069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72073.921875 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -72073.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72075.687500 Penalty: 2098.959961
	Iteration 12Q: 3 clusters Score -72075.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72075.687500 Penalty: 2098.959961
	Iteration 13F: 3 clusters Score -72075.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Entering Unmasked Estep 
Score: -1212054.000000 Penalty: 1487.401733
	Iteration 0F: 2 clusters Score -1212054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1205148.875000 Penalty: 2974.803467
	Iteration 0F: 3 clusters Score -1205149 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1207348.125000 Penalty: 2974.803467
	Iteration 1F: 3 clusters Score -1207348 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1207595.625000 Penalty: 2974.803467
	Iteration 2F: 3 clusters Score -1207596 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1207814.375000 Penalty: 2974.803467
	Iteration 3F: 3 clusters Score -1207814 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1207999.375000 Penalty: 2974.803467
	Iteration 4Q: 3 clusters Score -1207999 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1208190.000000 Penalty: 2974.803467
	Iteration 5Q: 3 clusters Score -1208190 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1208376.750000 Penalty: 2974.803467
	Iteration 6Q: 3 clusters Score -1208377 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1208547.250000 Penalty: 2974.803467
	Iteration 7Q: 3 clusters Score -1208547 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1208703.625000 Penalty: 2974.803467
	Iteration 8Q: 3 clusters Score -1208704 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1208859.500000 Penalty: 2974.803467
	Iteration 9Q: 3 clusters Score -1208860 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1208979.875000 Penalty: 2974.803467
	Iteration 10Q: 3 clusters Score -1208980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1209083.000000 Penalty: 2974.803467
	Iteration 11Q: 3 clusters Score -1209083 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1209174.875000 Penalty: 2974.803467
	Iteration 12Q: 3 clusters Score -1209175 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1209258.625000 Penalty: 2974.803467
	Iteration 13Q: 3 clusters Score -1209259 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1209335.000000 Penalty: 2974.803467
	Iteration 14Q: 3 clusters Score -1209335 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1209398.000000 Penalty: 2974.803467
	Iteration 15Q: 3 clusters Score -1209398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1209463.500000 Penalty: 2974.803467
	Iteration 16Q: 3 clusters Score -1209464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1209528.000000 Penalty: 2974.803467
	Iteration 17Q: 3 clusters Score -1209528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1209585.125000 Penalty: 2974.803467
	Iteration 18Q: 3 clusters Score -1209585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1209656.750000 Penalty: 2974.803467
	Iteration 19Q: 3 clusters Score -1209657 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1209725.125000 Penalty: 2974.803467
	Iteration 20F: 3 clusters Score -1209725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1209788.625000 Penalty: 2974.803467
	Iteration 21Q: 3 clusters Score -1209789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1209852.500000 Penalty: 2974.803467
	Iteration 22Q: 3 clusters Score -1209852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1209910.875000 Penalty: 2974.803467
	Iteration 23Q: 3 clusters Score -1209911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1209970.375000 Penalty: 2974.803467
	Iteration 24Q: 3 clusters Score -1209970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1210036.500000 Penalty: 2974.803467
	Iteration 25Q: 3 clusters Score -1210036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1210093.500000 Penalty: 2974.803467
	Iteration 26Q: 3 clusters Score -1210094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1210149.500000 Penalty: 2974.803467
	Iteration 27Q: 3 clusters Score -1210150 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1210201.125000 Penalty: 2974.803467
	Iteration 28Q: 3 clusters Score -1210201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1210253.875000 Penalty: 2974.803467
	Iteration 29Q: 3 clusters Score -1210254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1210307.875000 Penalty: 2974.803467
	Iteration 30Q: 3 clusters Score -1210308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1210365.875000 Penalty: 2974.803467
	Iteration 31Q: 3 clusters Score -1210366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1210406.875000 Penalty: 2974.803467
	Iteration 32Q: 3 clusters Score -1210407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1210446.750000 Penalty: 2974.803467
	Iteration 33Q: 3 clusters Score -1210447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1210476.375000 Penalty: 2974.803467
	Iteration 34Q: 3 clusters Score -1210476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1210496.500000 Penalty: 2974.803467
	Iteration 35Q: 3 clusters Score -1210496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1210519.500000 Penalty: 2974.803467
	Iteration 36Q: 3 clusters Score -1210520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1210542.375000 Penalty: 2974.803467
	Iteration 37Q: 3 clusters Score -1210542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1210564.750000 Penalty: 2974.803467
	Iteration 38Q: 3 clusters Score -1210565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1210595.750000 Penalty: 2974.803467
	Iteration 39Q: 3 clusters Score -1210596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1210621.250000 Penalty: 2974.803467
	Iteration 40F: 3 clusters Score -1210621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1210648.375000 Penalty: 2974.803467
	Iteration 41Q: 3 clusters Score -1210648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1210673.125000 Penalty: 2974.803467
	Iteration 42Q: 3 clusters Score -1210673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1210682.500000 Penalty: 2974.803467
	Iteration 43Q: 3 clusters Score -1210682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1210690.125000 Penalty: 2974.803467
	Iteration 44Q: 3 clusters Score -1210690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1210698.125000 Penalty: 2974.803467
	Iteration 45Q: 3 clusters Score -1210698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1210709.625000 Penalty: 2974.803467
	Iteration 46Q: 3 clusters Score -1210710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1210717.250000 Penalty: 2974.803467
	Iteration 47Q: 3 clusters Score -1210717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1210722.000000 Penalty: 2974.803467
	Iteration 48Q: 3 clusters Score -1210722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1210733.250000 Penalty: 2974.803467
	Iteration 49Q: 3 clusters Score -1210733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1210740.375000 Penalty: 2974.803467
	Iteration 50Q: 3 clusters Score -1210740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1210745.250000 Penalty: 2974.803467
	Iteration 51Q: 3 clusters Score -1210745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1210750.500000 Penalty: 2974.803467
	Iteration 52Q: 3 clusters Score -1210750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1210760.750000 Penalty: 2974.803467
	Iteration 53Q: 3 clusters Score -1210761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1210768.750000 Penalty: 2974.803467
	Iteration 54Q: 3 clusters Score -1210769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1210777.250000 Penalty: 2974.803467
	Iteration 55Q: 3 clusters Score -1210777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1210784.125000 Penalty: 2974.803467
	Iteration 56Q: 3 clusters Score -1210784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1210792.875000 Penalty: 2974.803467
	Iteration 57Q: 3 clusters Score -1210793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1210798.625000 Penalty: 2974.803467
	Iteration 58Q: 3 clusters Score -1210799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1210803.750000 Penalty: 2974.803467
	Iteration 59Q: 3 clusters Score -1210804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1210811.625000 Penalty: 2974.803467
	Iteration 60F: 3 clusters Score -1210812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1210818.625000 Penalty: 2974.803467
	Iteration 61Q: 3 clusters Score -1210819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1210824.250000 Penalty: 2974.803467
	Iteration 62Q: 3 clusters Score -1210824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1210830.375000 Penalty: 2974.803467
	Iteration 63Q: 3 clusters Score -1210830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1210835.750000 Penalty: 2974.803467
	Iteration 64Q: 3 clusters Score -1210836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1210843.750000 Penalty: 2974.803467
	Iteration 65Q: 3 clusters Score -1210844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1210850.125000 Penalty: 2974.803467
	Iteration 66Q: 3 clusters Score -1210850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1210854.875000 Penalty: 2974.803467
	Iteration 67Q: 3 clusters Score -1210855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1210854.250000 Penalty: 2974.803467
	Iteration 68Q: 3 clusters Score -1210854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1210855.250000 Penalty: 2974.803467
	Iteration 69Q: 3 clusters Score -1210855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1210860.000000 Penalty: 2974.803467
	Iteration 70Q: 3 clusters Score -1210860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1210862.000000 Penalty: 2974.803467
	Iteration 71Q: 3 clusters Score -1210862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1210862.000000 Penalty: 2974.803467
	Iteration 72F: 3 clusters Score -1210862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -45156.246094 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -45156.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44203.941406 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -44203.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44302.597656 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -44302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44336.078125 Penalty: 1916.574951
	Iteration 2Q: 3 clusters Score -44336.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44366.507812 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -44366.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44392.925781 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -44392.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44410.410156 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -44410.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44430.468750 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -44430.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44446.925781 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -44446.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44457.542969 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -44457.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44469.734375 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -44469.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44475.761719 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -44475.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44481.324219 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -44481.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44484.093750 Penalty: 1916.574951
	Iteration 12Q: 3 clusters Score -44484.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44485.304688 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -44485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44485.304688 Penalty: 1916.574951
	Iteration 14F: 3 clusters Score -44485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Entering Unmasked Estep 
Score: -2685210.750000 Penalty: 1578.479248
	Iteration 0F: 2 clusters Score -2685211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2673935.250000 Penalty: 3156.958496
	Iteration 0F: 3 clusters Score -2673935 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2677795.750000 Penalty: 3156.958496
	Iteration 1F: 3 clusters Score -2677796 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2678082.250000 Penalty: 3156.958496
	Iteration 2F: 3 clusters Score -2678082 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2678307.750000 Penalty: 3156.958496
	Iteration 3Q: 3 clusters Score -2678308 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2678511.500000 Penalty: 3156.958496
	Iteration 4Q: 3 clusters Score -2678512 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2678720.750000 Penalty: 3156.958496
	Iteration 5Q: 3 clusters Score -2678721 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2678990.500000 Penalty: 3156.958496
	Iteration 6Q: 3 clusters Score -2678990 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2679357.000000 Penalty: 3156.958496
	Iteration 7Q: 3 clusters Score -2679357 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2679863.000000 Penalty: 3156.958496
	Iteration 8Q: 3 clusters Score -2679863 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2680489.500000 Penalty: 3156.958496
	Iteration 9F: 3 clusters Score -2680490 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2681147.000000 Penalty: 3156.958496
	Iteration 10F: 3 clusters Score -2681147 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2681681.750000 Penalty: 3156.958496
	Iteration 11F: 3 clusters Score -2681682 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2682088.750000 Penalty: 3156.958496
	Iteration 12Q: 3 clusters Score -2682089 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2682338.000000 Penalty: 3156.958496
	Iteration 13Q: 3 clusters Score -2682338 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2682512.000000 Penalty: 3156.958496
	Iteration 14Q: 3 clusters Score -2682512 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2682661.000000 Penalty: 3156.958496
	Iteration 15Q: 3 clusters Score -2682661 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2682759.750000 Penalty: 3156.958496
	Iteration 16Q: 3 clusters Score -2682760 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2682867.000000 Penalty: 3156.958496
	Iteration 17Q: 3 clusters Score -2682867 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2682938.250000 Penalty: 3156.958496
	Iteration 18Q: 3 clusters Score -2682938 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2682999.500000 Penalty: 3156.958496
	Iteration 19Q: 3 clusters Score -2683000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2683067.000000 Penalty: 3156.958496
	Iteration 20F: 3 clusters Score -2683067 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2683141.000000 Penalty: 3156.958496
	Iteration 21Q: 3 clusters Score -2683141 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2683186.250000 Penalty: 3156.958496
	Iteration 22Q: 3 clusters Score -2683186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2683244.000000 Penalty: 3156.958496
	Iteration 23Q: 3 clusters Score -2683244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2683287.250000 Penalty: 3156.958496
	Iteration 24Q: 3 clusters Score -2683287 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2683339.000000 Penalty: 3156.958496
	Iteration 25Q: 3 clusters Score -2683339 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2683404.250000 Penalty: 3156.958496
	Iteration 26Q: 3 clusters Score -2683404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2683447.750000 Penalty: 3156.958496
	Iteration 27Q: 3 clusters Score -2683448 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2683503.000000 Penalty: 3156.958496
	Iteration 28Q: 3 clusters Score -2683503 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2683550.250000 Penalty: 3156.958496
	Iteration 29Q: 3 clusters Score -2683550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2683598.000000 Penalty: 3156.958496
	Iteration 30Q: 3 clusters Score -2683598 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2683640.250000 Penalty: 3156.958496
	Iteration 31Q: 3 clusters Score -2683640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2683694.750000 Penalty: 3156.958496
	Iteration 32Q: 3 clusters Score -2683695 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2683745.000000 Penalty: 3156.958496
	Iteration 33Q: 3 clusters Score -2683745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2683791.750000 Penalty: 3156.958496
	Iteration 34Q: 3 clusters Score -2683792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2683843.500000 Penalty: 3156.958496
	Iteration 35Q: 3 clusters Score -2683844 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2683921.250000 Penalty: 3156.958496
	Iteration 36Q: 3 clusters Score -2683921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2683973.250000 Penalty: 3156.958496
	Iteration 37Q: 3 clusters Score -2683973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2684004.250000 Penalty: 3156.958496
	Iteration 38Q: 3 clusters Score -2684004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2684031.000000 Penalty: 3156.958496
	Iteration 39Q: 3 clusters Score -2684031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2684080.000000 Penalty: 3156.958496
	Iteration 40F: 3 clusters Score -2684080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2684112.500000 Penalty: 3156.958496
	Iteration 41Q: 3 clusters Score -2684112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2684140.000000 Penalty: 3156.958496
	Iteration 42Q: 3 clusters Score -2684140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2684168.250000 Penalty: 3156.958496
	Iteration 43Q: 3 clusters Score -2684168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2684197.000000 Penalty: 3156.958496
	Iteration 44Q: 3 clusters Score -2684197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2684226.500000 Penalty: 3156.958496
	Iteration 45Q: 3 clusters Score -2684226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2684242.750000 Penalty: 3156.958496
	Iteration 46Q: 3 clusters Score -2684243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2684252.000000 Penalty: 3156.958496
	Iteration 47Q: 3 clusters Score -2684252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2684265.750000 Penalty: 3156.958496
	Iteration 48Q: 3 clusters Score -2684266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2684272.750000 Penalty: 3156.958496
	Iteration 49Q: 3 clusters Score -2684273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2684273.000000 Penalty: 3156.958496
	Iteration 50Q: 3 clusters Score -2684273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2684279.750000 Penalty: 3156.958496
	Iteration 51Q: 3 clusters Score -2684280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2684282.750000 Penalty: 3156.958496
	Iteration 52Q: 3 clusters Score -2684283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2684290.250000 Penalty: 3156.958496
	Iteration 53Q: 3 clusters Score -2684290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2684291.000000 Penalty: 3156.958496
	Iteration 54Q: 3 clusters Score -2684291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2684291.250000 Penalty: 3156.958496
	Iteration 55Q: 3 clusters Score -2684291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2684291.250000 Penalty: 3156.958496
	Iteration 56Q: 3 clusters Score -2684291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2684295.500000 Penalty: 3156.958496
	Iteration 57Q: 3 clusters Score -2684296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2684295.250000 Penalty: 3156.958496
	Iteration 58Q: 3 clusters Score -2684295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2684295.500000 Penalty: 3156.958496
	Iteration 59Q: 3 clusters Score -2684296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2684291.500000 Penalty: 3156.958496
	Iteration 60F: 3 clusters Score -2684292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2684289.750000 Penalty: 3156.958496
	Iteration 61Q: 3 clusters Score -2684290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2684297.250000 Penalty: 3156.958496
	Iteration 62Q: 3 clusters Score -2684297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2684293.250000 Penalty: 3156.958496
	Iteration 63Q: 3 clusters Score -2684293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2684294.000000 Penalty: 3156.958496
	Iteration 64Q: 3 clusters Score -2684294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2684297.750000 Penalty: 3156.958496
	Iteration 65Q: 3 clusters Score -2684298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2684299.000000 Penalty: 3156.958496
	Iteration 66Q: 3 clusters Score -2684299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2684299.750000 Penalty: 3156.958496
	Iteration 67Q: 3 clusters Score -2684300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2684301.250000 Penalty: 3156.958496
	Iteration 68Q: 3 clusters Score -2684301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2684293.250000 Penalty: 3156.958496
	Iteration 69Q: 3 clusters Score -2684293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2684297.000000 Penalty: 3156.958496
	Iteration 70Q: 3 clusters Score -2684297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2684300.750000 Penalty: 3156.958496
	Iteration 71Q: 3 clusters Score -2684301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2684300.500000 Penalty: 3156.958496
	Iteration 72Q: 3 clusters Score -2684300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2684304.750000 Penalty: 3156.958496
	Iteration 73Q: 3 clusters Score -2684305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2684301.000000 Penalty: 3156.958496
	Iteration 74Q: 3 clusters Score -2684301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2684303.000000 Penalty: 3156.958496
	Iteration 75Q: 3 clusters Score -2684303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2684305.250000 Penalty: 3156.958496
	Iteration 76Q: 3 clusters Score -2684305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2684302.250000 Penalty: 3156.958496
	Iteration 77Q: 3 clusters Score -2684302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2684310.500000 Penalty: 3156.958496
	Iteration 78Q: 3 clusters Score -2684310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2684305.000000 Penalty: 3156.958496
	Iteration 79Q: 3 clusters Score -2684305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2684310.500000 Penalty: 3156.958496
	Iteration 80F: 3 clusters Score -2684310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2684311.000000 Penalty: 3156.958496
	Iteration 81Q: 3 clusters Score -2684311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2684308.000000 Penalty: 3156.958496
	Iteration 82Q: 3 clusters Score -2684308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2684315.750000 Penalty: 3156.958496
	Iteration 83Q: 3 clusters Score -2684316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2684313.250000 Penalty: 3156.958496
	Iteration 84Q: 3 clusters Score -2684313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2684317.000000 Penalty: 3156.958496
	Iteration 85Q: 3 clusters Score -2684317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2684315.500000 Penalty: 3156.958496
	Iteration 86Q: 3 clusters Score -2684316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2684316.500000 Penalty: 3156.958496
	Iteration 87Q: 3 clusters Score -2684316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2684315.750000 Penalty: 3156.958496
	Iteration 88Q: 3 clusters Score -2684316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2684316.500000 Penalty: 3156.958496
	Iteration 89Q: 3 clusters Score -2684316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2684316.500000 Penalty: 3156.958496
	Iteration 90F: 3 clusters Score -2684316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Entering Unmasked Estep 
Score: -10147465.000000 Penalty: 1825.828369
	Iteration 0F: 2 clusters Score -1.014746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -10102099.000000 Penalty: 3651.656738
	Iteration 0F: 3 clusters Score -1.01021e+07 nChanged 35938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -10123578.000000 Penalty: 3651.656738
	Iteration 1F: 3 clusters Score -1.012358e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -10125566.000000 Penalty: 3651.656738
	Iteration 2F: 3 clusters Score -1.012557e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -10128739.000000 Penalty: 3651.656738
	Iteration 3F: 3 clusters Score -1.012874e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -10133346.000000 Penalty: 3651.656738
	Iteration 4F: 3 clusters Score -1.013335e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -10138769.000000 Penalty: 3651.656738
	Iteration 5F: 3 clusters Score -1.013877e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -10143025.000000 Penalty: 3651.656738
	Iteration 6F: 3 clusters Score -1.014302e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -10145343.000000 Penalty: 3651.656738
	Iteration 7Q: 3 clusters Score -1.014534e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -10146387.000000 Penalty: 3651.656738
	Iteration 8Q: 3 clusters Score -1.014639e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -10146853.000000 Penalty: 3651.656738
	Iteration 9Q: 3 clusters Score -1.014685e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -10146993.000000 Penalty: 3651.656738
	Iteration 10Q: 3 clusters Score -1.014699e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -10147025.000000 Penalty: 3651.656738
	Iteration 11Q: 3 clusters Score -1.014702e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -10147022.000000 Penalty: 3651.656738
	Iteration 12Q: 3 clusters Score -1.014702e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -10146935.000000 Penalty: 3651.656738
	Iteration 13Q: 3 clusters Score -1.014694e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -10146880.000000 Penalty: 3651.656738
	Iteration 14Q: 3 clusters Score -1.014688e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -10146856.000000 Penalty: 3651.656738
	Iteration 15Q: 3 clusters Score -1.014686e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -10146772.000000 Penalty: 3651.656738
	Iteration 16Q: 3 clusters Score -1.014677e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -10146708.000000 Penalty: 3651.656738
	Iteration 17Q: 3 clusters Score -1.014671e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -10146652.000000 Penalty: 3651.656738
	Iteration 18Q: 3 clusters Score -1.014665e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -10146610.000000 Penalty: 3651.656738
	Iteration 19Q: 3 clusters Score -1.014661e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -10146538.000000 Penalty: 3651.656738
	Iteration 20F: 3 clusters Score -1.014654e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -10146499.000000 Penalty: 3651.656738
	Iteration 21Q: 3 clusters Score -1.01465e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -10146459.000000 Penalty: 3651.656738
	Iteration 22Q: 3 clusters Score -1.014646e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -10146453.000000 Penalty: 3651.656738
	Iteration 23Q: 3 clusters Score -1.014645e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -10146422.000000 Penalty: 3651.656738
	Iteration 24Q: 3 clusters Score -1.014642e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -10146390.000000 Penalty: 3651.656738
	Iteration 25Q: 3 clusters Score -1.014639e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -10146393.000000 Penalty: 3651.656738
	Iteration 26Q: 3 clusters Score -1.014639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -10146375.000000 Penalty: 3651.656738
	Iteration 27Q: 3 clusters Score -1.014638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -10146391.000000 Penalty: 3651.656738
	Iteration 28Q: 3 clusters Score -1.014639e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -10146359.000000 Penalty: 3651.656738
	Iteration 29Q: 3 clusters Score -1.014636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -10146362.000000 Penalty: 3651.656738
	Iteration 30Q: 3 clusters Score -1.014636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -10146350.000000 Penalty: 3651.656738
	Iteration 31Q: 3 clusters Score -1.014635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -10146362.000000 Penalty: 3651.656738
	Iteration 32Q: 3 clusters Score -1.014636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -10146377.000000 Penalty: 3651.656738
	Iteration 33Q: 3 clusters Score -1.014638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -10146378.000000 Penalty: 3651.656738
	Iteration 34Q: 3 clusters Score -1.014638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -10146377.000000 Penalty: 3651.656738
	Iteration 35Q: 3 clusters Score -1.014638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -10146386.000000 Penalty: 3651.656738
	Iteration 36Q: 3 clusters Score -1.014639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -10146387.000000 Penalty: 3651.656738
	Iteration 37Q: 3 clusters Score -1.014639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -10146386.000000 Penalty: 3651.656738
	Iteration 38Q: 3 clusters Score -1.014639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -10146390.000000 Penalty: 3651.656738
	Iteration 39Q: 3 clusters Score -1.014639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -10146384.000000 Penalty: 3651.656738
	Iteration 40F: 3 clusters Score -1.014638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -10146384.000000 Penalty: 3651.656738
	Iteration 41Q: 3 clusters Score -1.014638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -10146369.000000 Penalty: 3651.656738
	Iteration 42Q: 3 clusters Score -1.014637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -10146378.000000 Penalty: 3651.656738
	Iteration 43Q: 3 clusters Score -1.014638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -10146380.000000 Penalty: 3651.656738
	Iteration 44Q: 3 clusters Score -1.014638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -10146382.000000 Penalty: 3651.656738
	Iteration 45Q: 3 clusters Score -1.014638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -10146371.000000 Penalty: 3651.656738
	Iteration 46Q: 3 clusters Score -1.014637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -10146365.000000 Penalty: 3651.656738
	Iteration 47Q: 3 clusters Score -1.014636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10146360.000000 Penalty: 3651.656738
	Iteration 48Q: 3 clusters Score -1.014636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -10146363.000000 Penalty: 3651.656738
	Iteration 49Q: 3 clusters Score -1.014636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -10146367.000000 Penalty: 3651.656738
	Iteration 50Q: 3 clusters Score -1.014637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -10146360.000000 Penalty: 3651.656738
	Iteration 51Q: 3 clusters Score -1.014636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -10146363.000000 Penalty: 3651.656738
	Iteration 52Q: 3 clusters Score -1.014636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -10146364.000000 Penalty: 3651.656738
	Iteration 53Q: 3 clusters Score -1.014636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -10146364.000000 Penalty: 3651.656738
	Iteration 54F: 3 clusters Score -1.014636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15811.064453 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15811.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15926.897461 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15975.676758 Penalty: 1805.969116
	Iteration 2Q: 3 clusters Score -15975.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16006.033203 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -16006.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16048.804688 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16058.638672 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16058.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16060.760742 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16060.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16061.572266 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16061.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16061.572266 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -16061.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26568.634766 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26568.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26720.318359 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26720.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26781.707031 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26781.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26821.994141 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -26821.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26832.164062 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -26832.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26838.156250 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -26838.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26847.902344 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -26847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26849.435547 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -26849.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26851.015625 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -26851.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26856.861328 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -26856.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26879.585938 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -26879.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26889.244141 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -26889.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26904.056641 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -26904.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26910.142578 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -26910.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26910.142578 Penalty: 1863.335938
	Iteration 14F: 3 clusters Score -26910.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -325875.812500 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -325875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -323459.468750 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -323459.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -324109.781250 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -324109.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -324354.281250 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -324354.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324584.250000 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -324584.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -324761.843750 Penalty: 2553.555420
	Iteration 4F: 3 clusters Score -324761.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324891.906250 Penalty: 2553.555420
	Iteration 5F: 3 clusters Score -324891.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -324997.968750 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -324998 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -325092.343750 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -325092.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -325160.062500 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -325160.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -325198.437500 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -325198.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -325213.281250 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -325213.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -325232.937500 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -325232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -325259.468750 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -325259.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -325277.687500 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -325277.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -325284.250000 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -325284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -325289.093750 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -325289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -325292.687500 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -325292.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -325297.187500 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -325297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -325300.687500 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -325300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -325303.093750 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -325303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -325304.437500 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -325304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -325307.468750 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -325307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -325310.281250 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -325310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -325311.406250 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -325311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -325312.343750 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -325312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -325312.343750 Penalty: 2553.555420
	Iteration 25F: 3 clusters Score -325312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67725.476562 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67725.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67826.351562 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67826.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67866.875000 Penalty: 1927.979736
	Iteration 2Q: 3 clusters Score -67866.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67886.750000 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67886.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67886.750000 Penalty: 1927.979736
	Iteration 4F: 3 clusters Score -67886.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6535.251465 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6535.251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6623.392090 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6623.392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6629.624512 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -6629.625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6634.349121 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6634.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6634.349121 Penalty: 1657.456543
	Iteration 4F: 3 clusters Score -6634.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24533.410156 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -24533.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23782.851562 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -23782.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23901.617188 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -23901.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23953.894531 Penalty: 1767.375732
	Iteration 2F: 3 clusters Score -23953.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23968.666016 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -23968.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -23983.128906 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -23983.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23991.285156 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -23991.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24004.992188 Penalty: 1767.375732
	Iteration 6Q: 3 clusters Score -24004.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24004.992188 Penalty: 1767.375732
	Iteration 7F: 3 clusters Score -24004.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -85228.812500 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -85228.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84090.937500 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -84090.94 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84396.570312 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -84396.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84520.460938 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -84520.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84570.875000 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -84570.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84590.593750 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -84590.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84613.171875 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -84613.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84631.828125 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -84631.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84640.085938 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -84640.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84647.054688 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -84647.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84652.757812 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -84652.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84657.945312 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -84657.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84659.476562 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -84659.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84660.906250 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -84660.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84660.906250 Penalty: 2102.001953
	Iteration 13F: 3 clusters Score -84660.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Entering Unmasked Estep 
Score: -3288334.250000 Penalty: 1647.996948
	Iteration 0F: 2 clusters Score -3288334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3271374.000000 Penalty: 3295.993896
	Iteration 0F: 3 clusters Score -3271374 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3277661.000000 Penalty: 3295.993896
	Iteration 1F: 3 clusters Score -3277661 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3278118.250000 Penalty: 3295.993896
	Iteration 2Q: 3 clusters Score -3278118 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3278624.000000 Penalty: 3295.993896
	Iteration 3Q: 3 clusters Score -3278624 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3279227.750000 Penalty: 3295.993896
	Iteration 4F: 3 clusters Score -3279228 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3280033.750000 Penalty: 3295.993896
	Iteration 5F: 3 clusters Score -3280034 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3281109.750000 Penalty: 3295.993896
	Iteration 6F: 3 clusters Score -3281110 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3282396.000000 Penalty: 3295.993896
	Iteration 7F: 3 clusters Score -3282396 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3283694.500000 Penalty: 3295.993896
	Iteration 8F: 3 clusters Score -3283694 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3284674.000000 Penalty: 3295.993896
	Iteration 9Q: 3 clusters Score -3284674 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3285415.500000 Penalty: 3295.993896
	Iteration 10Q: 3 clusters Score -3285416 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3285917.750000 Penalty: 3295.993896
	Iteration 11Q: 3 clusters Score -3285918 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3286223.000000 Penalty: 3295.993896
	Iteration 12Q: 3 clusters Score -3286223 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3286442.250000 Penalty: 3295.993896
	Iteration 13Q: 3 clusters Score -3286442 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3286591.750000 Penalty: 3295.993896
	Iteration 14Q: 3 clusters Score -3286592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3286689.000000 Penalty: 3295.993896
	Iteration 15Q: 3 clusters Score -3286689 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3286752.750000 Penalty: 3295.993896
	Iteration 16Q: 3 clusters Score -3286753 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3286806.000000 Penalty: 3295.993896
	Iteration 17Q: 3 clusters Score -3286806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3286842.000000 Penalty: 3295.993896
	Iteration 18Q: 3 clusters Score -3286842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3286875.500000 Penalty: 3295.993896
	Iteration 19Q: 3 clusters Score -3286876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3286910.250000 Penalty: 3295.993896
	Iteration 20F: 3 clusters Score -3286910 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3286937.000000 Penalty: 3295.993896
	Iteration 21Q: 3 clusters Score -3286937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3286963.750000 Penalty: 3295.993896
	Iteration 22Q: 3 clusters Score -3286964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3286991.000000 Penalty: 3295.993896
	Iteration 23Q: 3 clusters Score -3286991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3287010.000000 Penalty: 3295.993896
	Iteration 24Q: 3 clusters Score -3287010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3287019.500000 Penalty: 3295.993896
	Iteration 25Q: 3 clusters Score -3287020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3287040.500000 Penalty: 3295.993896
	Iteration 26Q: 3 clusters Score -3287040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3287052.250000 Penalty: 3295.993896
	Iteration 27Q: 3 clusters Score -3287052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3287062.000000 Penalty: 3295.993896
	Iteration 28Q: 3 clusters Score -3287062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3287067.000000 Penalty: 3295.993896
	Iteration 29Q: 3 clusters Score -3287067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3287072.750000 Penalty: 3295.993896
	Iteration 30Q: 3 clusters Score -3287073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3287073.750000 Penalty: 3295.993896
	Iteration 31Q: 3 clusters Score -3287074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3287075.000000 Penalty: 3295.993896
	Iteration 32Q: 3 clusters Score -3287075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3287077.250000 Penalty: 3295.993896
	Iteration 33Q: 3 clusters Score -3287077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3287082.750000 Penalty: 3295.993896
	Iteration 34Q: 3 clusters Score -3287083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3287080.000000 Penalty: 3295.993896
	Iteration 35Q: 3 clusters Score -3287080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3287080.250000 Penalty: 3295.993896
	Iteration 36Q: 3 clusters Score -3287080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3287082.750000 Penalty: 3295.993896
	Iteration 37Q: 3 clusters Score -3287083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3287085.250000 Penalty: 3295.993896
	Iteration 38Q: 3 clusters Score -3287085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3287085.250000 Penalty: 3295.993896
	Iteration 39F: 3 clusters Score -3287085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41002.796875 Penalty: 989.837891
	Iteration 0F: 2 clusters Score -41002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40089.773438 Penalty: 1979.675781
	Iteration 0F: 3 clusters Score -40089.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40333.253906 Penalty: 1979.675781
	Iteration 1F: 3 clusters Score -40333.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40505.976562 Penalty: 1979.675781
	Iteration 2F: 3 clusters Score -40505.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40628.742188 Penalty: 1979.675781
	Iteration 3F: 3 clusters Score -40628.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40728.500000 Penalty: 1979.675781
	Iteration 4Q: 3 clusters Score -40728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40808.285156 Penalty: 1979.675781
	Iteration 5Q: 3 clusters Score -40808.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40855.765625 Penalty: 1979.675781
	Iteration 6Q: 3 clusters Score -40855.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40885.886719 Penalty: 1979.675781
	Iteration 7Q: 3 clusters Score -40885.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40906.968750 Penalty: 1979.675781
	Iteration 8Q: 3 clusters Score -40906.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40921.625000 Penalty: 1979.675781
	Iteration 9Q: 3 clusters Score -40921.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40939.863281 Penalty: 1979.675781
	Iteration 10Q: 3 clusters Score -40939.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40960.367188 Penalty: 1979.675781
	Iteration 11Q: 3 clusters Score -40960.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40978.136719 Penalty: 1979.675781
	Iteration 12Q: 3 clusters Score -40978.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41003.875000 Penalty: 1979.675781
	Iteration 13Q: 3 clusters Score -41003.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41028.347656 Penalty: 1979.675781
	Iteration 14Q: 3 clusters Score -41028.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41042.261719 Penalty: 1979.675781
	Iteration 15Q: 3 clusters Score -41042.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41045.578125 Penalty: 1979.675781
	Iteration 16Q: 3 clusters Score -41045.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41048.218750 Penalty: 1979.675781
	Iteration 17Q: 3 clusters Score -41048.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41050.960938 Penalty: 1979.675781
	Iteration 18Q: 3 clusters Score -41050.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41052.402344 Penalty: 1979.675781
	Iteration 19Q: 3 clusters Score -41052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41059.117188 Penalty: 1979.675781
	Iteration 20F: 3 clusters Score -41059.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41089.113281 Penalty: 1979.675781
	Iteration 21Q: 3 clusters Score -41089.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41099.734375 Penalty: 1979.675781
	Iteration 22Q: 3 clusters Score -41099.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41106.125000 Penalty: 1979.675781
	Iteration 23Q: 3 clusters Score -41106.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41109.937500 Penalty: 1979.675781
	Iteration 24Q: 3 clusters Score -41109.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41112.843750 Penalty: 1979.675781
	Iteration 25Q: 3 clusters Score -41112.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41114.066406 Penalty: 1979.675781
	Iteration 26Q: 3 clusters Score -41114.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41114.066406 Penalty: 1979.675781
	Iteration 27F: 3 clusters Score -41114.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 216 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
Score: -85974264.000000 Penalty: 102362.921875
Splitting cluster 40 changes total score from -85975560.000000 to -85974264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -611899.250000 Penalty: 1386.142822
	Iteration 0F: 2 clusters Score -611899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -607880.437500 Penalty: 2772.285645
	Iteration 0F: 3 clusters Score -607880.4 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -609083.687500 Penalty: 2772.285645
	Iteration 1F: 3 clusters Score -609083.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -609315.500000 Penalty: 2772.285645
	Iteration 2F: 3 clusters Score -609315.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -609506.187500 Penalty: 2772.285645
	Iteration 3F: 3 clusters Score -609506.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -609699.250000 Penalty: 2772.285645
	Iteration 4F: 3 clusters Score -609699.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -609857.875000 Penalty: 2772.285645
	Iteration 5Q: 3 clusters Score -609857.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -609999.000000 Penalty: 2772.285645
	Iteration 6Q: 3 clusters Score -609999 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -610090.125000 Penalty: 2772.285645
	Iteration 7Q: 3 clusters Score -610090.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -610159.437500 Penalty: 2772.285645
	Iteration 8Q: 3 clusters Score -610159.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -610218.187500 Penalty: 2772.285645
	Iteration 9Q: 3 clusters Score -610218.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -610279.500000 Penalty: 2772.285645
	Iteration 10Q: 3 clusters Score -610279.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -610324.562500 Penalty: 2772.285645
	Iteration 11Q: 3 clusters Score -610324.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -610370.875000 Penalty: 2772.285645
	Iteration 12Q: 3 clusters Score -610370.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -610414.125000 Penalty: 2772.285645
	Iteration 13Q: 3 clusters Score -610414.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -610451.250000 Penalty: 2772.285645
	Iteration 14Q: 3 clusters Score -610451.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -610475.125000 Penalty: 2772.285645
	Iteration 15Q: 3 clusters Score -610475.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -610500.937500 Penalty: 2772.285645
	Iteration 16Q: 3 clusters Score -610500.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -610526.437500 Penalty: 2772.285645
	Iteration 17Q: 3 clusters Score -610526.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -610554.250000 Penalty: 2772.285645
	Iteration 18Q: 3 clusters Score -610554.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -610587.437500 Penalty: 2772.285645
	Iteration 19Q: 3 clusters Score -610587.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -610626.437500 Penalty: 2772.285645
	Iteration 20F: 3 clusters Score -610626.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -610662.437500 Penalty: 2772.285645
	Iteration 21Q: 3 clusters Score -610662.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -610689.750000 Penalty: 2772.285645
	Iteration 22Q: 3 clusters Score -610689.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -610714.437500 Penalty: 2772.285645
	Iteration 23Q: 3 clusters Score -610714.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -610731.562500 Penalty: 2772.285645
	Iteration 24Q: 3 clusters Score -610731.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -610744.125000 Penalty: 2772.285645
	Iteration 25Q: 3 clusters Score -610744.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -610755.937500 Penalty: 2772.285645
	Iteration 26Q: 3 clusters Score -610755.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -610767.687500 Penalty: 2772.285645
	Iteration 27Q: 3 clusters Score -610767.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -610782.312500 Penalty: 2772.285645
	Iteration 28Q: 3 clusters Score -610782.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -610793.437500 Penalty: 2772.285645
	Iteration 29Q: 3 clusters Score -610793.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -610802.500000 Penalty: 2772.285645
	Iteration 30Q: 3 clusters Score -610802.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -610812.937500 Penalty: 2772.285645
	Iteration 31Q: 3 clusters Score -610812.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -610820.250000 Penalty: 2772.285645
	Iteration 32Q: 3 clusters Score -610820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -610829.625000 Penalty: 2772.285645
	Iteration 33Q: 3 clusters Score -610829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -610836.875000 Penalty: 2772.285645
	Iteration 34Q: 3 clusters Score -610836.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -610846.125000 Penalty: 2772.285645
	Iteration 35Q: 3 clusters Score -610846.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -610852.437500 Penalty: 2772.285645
	Iteration 36Q: 3 clusters Score -610852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -610857.937500 Penalty: 2772.285645
	Iteration 37Q: 3 clusters Score -610857.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -610867.500000 Penalty: 2772.285645
	Iteration 38Q: 3 clusters Score -610867.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -610877.937500 Penalty: 2772.285645
	Iteration 39Q: 3 clusters Score -610877.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -610885.625000 Penalty: 2772.285645
	Iteration 40F: 3 clusters Score -610885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -610893.812500 Penalty: 2772.285645
	Iteration 41Q: 3 clusters Score -610893.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -610903.062500 Penalty: 2772.285645
	Iteration 42Q: 3 clusters Score -610903.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -610909.625000 Penalty: 2772.285645
	Iteration 43Q: 3 clusters Score -610909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -610917.625000 Penalty: 2772.285645
	Iteration 44Q: 3 clusters Score -610917.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -610921.875000 Penalty: 2772.285645
	Iteration 45Q: 3 clusters Score -610921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -610930.937500 Penalty: 2772.285645
	Iteration 46Q: 3 clusters Score -610930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -610939.625000 Penalty: 2772.285645
	Iteration 47Q: 3 clusters Score -610939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -610942.750000 Penalty: 2772.285645
	Iteration 48Q: 3 clusters Score -610942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -610948.937500 Penalty: 2772.285645
	Iteration 49Q: 3 clusters Score -610948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -610953.187500 Penalty: 2772.285645
	Iteration 50Q: 3 clusters Score -610953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -610959.375000 Penalty: 2772.285645
	Iteration 51Q: 3 clusters Score -610959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -610965.437500 Penalty: 2772.285645
	Iteration 52Q: 3 clusters Score -610965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -610970.312500 Penalty: 2772.285645
	Iteration 53Q: 3 clusters Score -610970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -610978.375000 Penalty: 2772.285645
	Iteration 54Q: 3 clusters Score -610978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -610986.000000 Penalty: 2772.285645
	Iteration 55Q: 3 clusters Score -610986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -610995.750000 Penalty: 2772.285645
	Iteration 56Q: 3 clusters Score -610995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -611003.000000 Penalty: 2772.285645
	Iteration 57Q: 3 clusters Score -611003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -611006.250000 Penalty: 2772.285645
	Iteration 58Q: 3 clusters Score -611006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -611009.375000 Penalty: 2772.285645
	Iteration 59Q: 3 clusters Score -611009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -611012.437500 Penalty: 2772.285645
	Iteration 60F: 3 clusters Score -611012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -611014.375000 Penalty: 2772.285645
	Iteration 61Q: 3 clusters Score -611014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -611016.187500 Penalty: 2772.285645
	Iteration 62Q: 3 clusters Score -611016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -611018.625000 Penalty: 2772.285645
	Iteration 63Q: 3 clusters Score -611018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -611018.875000 Penalty: 2772.285645
	Iteration 64Q: 3 clusters Score -611018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -611019.250000 Penalty: 2772.285645
	Iteration 65Q: 3 clusters Score -611019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -611020.437500 Penalty: 2772.285645
	Iteration 66Q: 3 clusters Score -611020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -611020.687500 Penalty: 2772.285645
	Iteration 67Q: 3 clusters Score -611020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -611021.375000 Penalty: 2772.285645
	Iteration 68Q: 3 clusters Score -611021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -611021.375000 Penalty: 2772.285645
	Iteration 69F: 3 clusters Score -611021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -39230.933594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -39230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38325.167969 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -38325.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38481.128906 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -38481.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38520.390625 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -38520.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38537.074219 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -38537.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38545.105469 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -38545.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38546.332031 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -38546.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38547.125000 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -38547.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38547.859375 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -38547.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38555.253906 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -38555.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38556.746094 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -38556.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38556.746094 Penalty: 1883.718750
	Iteration 10F: 3 clusters Score -38556.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (68004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Entering Unmasked Estep 
Score: -9068160.000000 Penalty: 1808.189819
	Iteration 0F: 2 clusters Score -9068160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -9026540.000000 Penalty: 3616.379639
	Iteration 0F: 3 clusters Score -9026540 nChanged 32140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -9044969.000000 Penalty: 3616.379639
	Iteration 1F: 3 clusters Score -9044969 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -9045521.000000 Penalty: 3616.379639
	Iteration 2Q: 3 clusters Score -9045521 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -9046340.000000 Penalty: 3616.379639
	Iteration 3Q: 3 clusters Score -9046340 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9047545.000000 Penalty: 3616.379639
	Iteration 4Q: 3 clusters Score -9047545 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -9049460.000000 Penalty: 3616.379639
	Iteration 5F: 3 clusters Score -9049460 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -9052196.000000 Penalty: 3616.379639
	Iteration 6F: 3 clusters Score -9052196 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -9055730.000000 Penalty: 3616.379639
	Iteration 7F: 3 clusters Score -9055730 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9058963.000000 Penalty: 3616.379639
	Iteration 8F: 3 clusters Score -9058963 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -9061272.000000 Penalty: 3616.379639
	Iteration 9Q: 3 clusters Score -9061272 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -9062819.000000 Penalty: 3616.379639
	Iteration 10Q: 3 clusters Score -9062819 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -9063752.000000 Penalty: 3616.379639
	Iteration 11Q: 3 clusters Score -9063752 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9064390.000000 Penalty: 3616.379639
	Iteration 12Q: 3 clusters Score -9064390 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -9064821.000000 Penalty: 3616.379639
	Iteration 13Q: 3 clusters Score -9064821 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9065287.000000 Penalty: 3616.379639
	Iteration 14Q: 3 clusters Score -9065287 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -9065600.000000 Penalty: 3616.379639
	Iteration 15Q: 3 clusters Score -9065600 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9065917.000000 Penalty: 3616.379639
	Iteration 16Q: 3 clusters Score -9065917 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9066154.000000 Penalty: 3616.379639
	Iteration 17Q: 3 clusters Score -9066154 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9066251.000000 Penalty: 3616.379639
	Iteration 18Q: 3 clusters Score -9066251 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9066376.000000 Penalty: 3616.379639
	Iteration 19Q: 3 clusters Score -9066376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9066458.000000 Penalty: 3616.379639
	Iteration 20F: 3 clusters Score -9066458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9066502.000000 Penalty: 3616.379639
	Iteration 21Q: 3 clusters Score -9066502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9066542.000000 Penalty: 3616.379639
	Iteration 22Q: 3 clusters Score -9066542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9066553.000000 Penalty: 3616.379639
	Iteration 23Q: 3 clusters Score -9066553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9066577.000000 Penalty: 3616.379639
	Iteration 24Q: 3 clusters Score -9066577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9066580.000000 Penalty: 3616.379639
	Iteration 25Q: 3 clusters Score -9066580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9066604.000000 Penalty: 3616.379639
	Iteration 26Q: 3 clusters Score -9066604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9066598.000000 Penalty: 3616.379639
	Iteration 27Q: 3 clusters Score -9066598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9066608.000000 Penalty: 3616.379639
	Iteration 28Q: 3 clusters Score -9066608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9066616.000000 Penalty: 3616.379639
	Iteration 29Q: 3 clusters Score -9066616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9066620.000000 Penalty: 3616.379639
	Iteration 30Q: 3 clusters Score -9066620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9066616.000000 Penalty: 3616.379639
	Iteration 31Q: 3 clusters Score -9066616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9066620.000000 Penalty: 3616.379639
	Iteration 32Q: 3 clusters Score -9066620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9066623.000000 Penalty: 3616.379639
	Iteration 33Q: 3 clusters Score -9066623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9066632.000000 Penalty: 3616.379639
	Iteration 34Q: 3 clusters Score -9066632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9066655.000000 Penalty: 3616.379639
	Iteration 35Q: 3 clusters Score -9066655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9066653.000000 Penalty: 3616.379639
	Iteration 36Q: 3 clusters Score -9066653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9066661.000000 Penalty: 3616.379639
	Iteration 37Q: 3 clusters Score -9066661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9066680.000000 Penalty: 3616.379639
	Iteration 38Q: 3 clusters Score -9066680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9066682.000000 Penalty: 3616.379639
	Iteration 39Q: 3 clusters Score -9066682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9066684.000000 Penalty: 3616.379639
	Iteration 40F: 3 clusters Score -9066684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9066693.000000 Penalty: 3616.379639
	Iteration 41Q: 3 clusters Score -9066693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9066694.000000 Penalty: 3616.379639
	Iteration 42Q: 3 clusters Score -9066694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9066706.000000 Penalty: 3616.379639
	Iteration 43Q: 3 clusters Score -9066706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9066702.000000 Penalty: 3616.379639
	Iteration 44Q: 3 clusters Score -9066702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9066702.000000 Penalty: 3616.379639
	Iteration 45F: 3 clusters Score -9066702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -36376.843750 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -36376.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35509.167969 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -35509.17 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35793.492188 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -35793.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35863.699219 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -35863.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35875.410156 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -35875.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35892.765625 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -35892.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35894.078125 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -35894.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35904.792969 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -35904.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35904.792969 Penalty: 1934.804077
	Iteration 7F: 3 clusters Score -35904.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14412.275391 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14412.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14587.743164 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14587.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14654.086914 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14654.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14709.080078 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14709.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14741.397461 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14768.017578 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14768.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14793.557617 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14793.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14794.484375 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -14794.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14794.484375 Penalty: 1808.469116
	Iteration 8F: 3 clusters Score -14794.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (59276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Entering Unmasked Estep 
Score: -7881741.500000 Penalty: 1785.868408
	Iteration 0F: 2 clusters Score -7881742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7842773.000000 Penalty: 3571.736816
	Iteration 0F: 3 clusters Score -7842773 nChanged 28072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7858540.000000 Penalty: 3571.736816
	Iteration 1F: 3 clusters Score -7858540 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -7859085.000000 Penalty: 3571.736816
	Iteration 2Q: 3 clusters Score -7859085 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7859744.000000 Penalty: 3571.736816
	Iteration 3Q: 3 clusters Score -7859744 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7860792.500000 Penalty: 3571.736816
	Iteration 4Q: 3 clusters Score -7860792 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -7862550.000000 Penalty: 3571.736816
	Iteration 5Q: 3 clusters Score -7862550 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -7865376.000000 Penalty: 3571.736816
	Iteration 6F: 3 clusters Score -7865376 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7869046.000000 Penalty: 3571.736816
	Iteration 7F: 3 clusters Score -7869046 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -7872559.500000 Penalty: 3571.736816
	Iteration 8F: 3 clusters Score -7872560 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7875045.000000 Penalty: 3571.736816
	Iteration 9F: 3 clusters Score -7875045 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -7876591.000000 Penalty: 3571.736816
	Iteration 10Q: 3 clusters Score -7876591 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -7877690.000000 Penalty: 3571.736816
	Iteration 11Q: 3 clusters Score -7877690 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7878393.500000 Penalty: 3571.736816
	Iteration 12Q: 3 clusters Score -7878394 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -7878915.500000 Penalty: 3571.736816
	Iteration 13Q: 3 clusters Score -7878916 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7879300.000000 Penalty: 3571.736816
	Iteration 14Q: 3 clusters Score -7879300 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7879559.000000 Penalty: 3571.736816
	Iteration 15Q: 3 clusters Score -7879559 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7879742.500000 Penalty: 3571.736816
	Iteration 16Q: 3 clusters Score -7879742 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7879897.000000 Penalty: 3571.736816
	Iteration 17Q: 3 clusters Score -7879897 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7879998.000000 Penalty: 3571.736816
	Iteration 18Q: 3 clusters Score -7879998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7880060.000000 Penalty: 3571.736816
	Iteration 19Q: 3 clusters Score -7880060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7880112.000000 Penalty: 3571.736816
	Iteration 20F: 3 clusters Score -7880112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7880153.000000 Penalty: 3571.736816
	Iteration 21Q: 3 clusters Score -7880153 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7880190.000000 Penalty: 3571.736816
	Iteration 22Q: 3 clusters Score -7880190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7880222.500000 Penalty: 3571.736816
	Iteration 23Q: 3 clusters Score -7880222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7880255.000000 Penalty: 3571.736816
	Iteration 24Q: 3 clusters Score -7880255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7880259.000000 Penalty: 3571.736816
	Iteration 25Q: 3 clusters Score -7880259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7880289.000000 Penalty: 3571.736816
	Iteration 26Q: 3 clusters Score -7880289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7880304.500000 Penalty: 3571.736816
	Iteration 27Q: 3 clusters Score -7880304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7880318.000000 Penalty: 3571.736816
	Iteration 28Q: 3 clusters Score -7880318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7880324.000000 Penalty: 3571.736816
	Iteration 29Q: 3 clusters Score -7880324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7880334.000000 Penalty: 3571.736816
	Iteration 30Q: 3 clusters Score -7880334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7880342.500000 Penalty: 3571.736816
	Iteration 31Q: 3 clusters Score -7880342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7880350.000000 Penalty: 3571.736816
	Iteration 32Q: 3 clusters Score -7880350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7880366.000000 Penalty: 3571.736816
	Iteration 33Q: 3 clusters Score -7880366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7880371.500000 Penalty: 3571.736816
	Iteration 34Q: 3 clusters Score -7880372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7880369.000000 Penalty: 3571.736816
	Iteration 35Q: 3 clusters Score -7880369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7880365.000000 Penalty: 3571.736816
	Iteration 36Q: 3 clusters Score -7880365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7880376.500000 Penalty: 3571.736816
	Iteration 37Q: 3 clusters Score -7880376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7880383.000000 Penalty: 3571.736816
	Iteration 38Q: 3 clusters Score -7880383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7880394.500000 Penalty: 3571.736816
	Iteration 39Q: 3 clusters Score -7880394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7880398.500000 Penalty: 3571.736816
	Iteration 40F: 3 clusters Score -7880398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7880407.000000 Penalty: 3571.736816
	Iteration 41Q: 3 clusters Score -7880407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7880418.500000 Penalty: 3571.736816
	Iteration 42Q: 3 clusters Score -7880418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7880419.500000 Penalty: 3571.736816
	Iteration 43Q: 3 clusters Score -7880420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7880418.000000 Penalty: 3571.736816
	Iteration 44Q: 3 clusters Score -7880418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7880423.500000 Penalty: 3571.736816
	Iteration 45Q: 3 clusters Score -7880424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7880416.000000 Penalty: 3571.736816
	Iteration 46Q: 3 clusters Score -7880416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7880423.000000 Penalty: 3571.736816
	Iteration 47Q: 3 clusters Score -7880423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7880417.500000 Penalty: 3571.736816
	Iteration 48Q: 3 clusters Score -7880418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7880418.500000 Penalty: 3571.736816
	Iteration 49Q: 3 clusters Score -7880418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7880419.500000 Penalty: 3571.736816
	Iteration 50Q: 3 clusters Score -7880420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7880420.500000 Penalty: 3571.736816
	Iteration 51Q: 3 clusters Score -7880420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7880422.000000 Penalty: 3571.736816
	Iteration 52Q: 3 clusters Score -7880422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7880424.500000 Penalty: 3571.736816
	Iteration 53Q: 3 clusters Score -7880424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7880418.500000 Penalty: 3571.736816
	Iteration 54Q: 3 clusters Score -7880418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7880422.500000 Penalty: 3571.736816
	Iteration 55Q: 3 clusters Score -7880422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7880422.500000 Penalty: 3571.736816
	Iteration 56F: 3 clusters Score -7880422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33417 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79327 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55566 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75801 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68004 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975384.000000 Penalty: 100184.984375
Iteration 399Q: 47 clusters Score -8.597538e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 46634 members 
Mstep: Class 3 contains 33348 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51951 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79202 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6091 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21411 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7602 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55571 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9461 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75841 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25385 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68147 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975216.000000 Penalty: 100184.984375
Iteration 400F: 47 clusters Score -8.597522e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 33279 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51825 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 79111 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6096 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21413 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55579 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9475 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75879 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25383 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5067 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68298 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975144.000000 Penalty: 100184.984375
Iteration 401Q: 47 clusters Score -8.597514e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 46667 members 
Mstep: Class 3 contains 33181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51700 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 78994 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6108 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21413 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55608 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9487 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75873 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25385 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5061 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 68454 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975096.000000 Penalty: 100184.984375
Iteration 402Q: 47 clusters Score -8.59751e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 46705 members 
Mstep: Class 3 contains 33087 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51574 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 78861 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55653 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75846 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25401 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5057 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 68619 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974912.000000 Penalty: 100184.984375
Iteration 403Q: 47 clusters Score -8.597491e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 46689 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51450 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 78724 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6134 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55735 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75828 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25414 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5062 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 68805 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974616.000000 Penalty: 100184.984375
Iteration 404Q: 47 clusters Score -8.597462e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 46688 members 
Mstep: Class 3 contains 32838 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51327 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 78577 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6138 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21402 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7606 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55810 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9538 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75746 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5077 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 69009 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974832.000000 Penalty: 100184.984375
Iteration 405Q: 47 clusters Score -8.597483e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 46681 members 
Mstep: Class 3 contains 32698 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51197 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 78418 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21375 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55884 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9550 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75703 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25463 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5082 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 69195 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974416.000000 Penalty: 100184.984375
Iteration 406Q: 47 clusters Score -8.597442e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 46689 members 
Mstep: Class 3 contains 32569 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 51052 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 78262 members 
Mstep: Class 9 contains 8428 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21360 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 55970 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9563 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75678 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25492 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5082 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 69401 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974232.000000 Penalty: 100184.984375
Iteration 407Q: 47 clusters Score -8.597423e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 46661 members 
Mstep: Class 3 contains 32451 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50919 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 78099 members 
Mstep: Class 9 contains 8542 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6142 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21334 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56064 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9591 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75633 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25516 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5087 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 69622 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973856.000000 Penalty: 100184.984375
Iteration 408Q: 47 clusters Score -8.597386e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 46623 members 
Mstep: Class 3 contains 32327 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50789 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 77923 members 
Mstep: Class 9 contains 8650 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21305 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56150 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75494 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25557 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5102 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 69913 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973888.000000 Penalty: 100184.984375
Iteration 409Q: 47 clusters Score -8.597389e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 46639 members 
Mstep: Class 3 contains 32222 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50635 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 77744 members 
Mstep: Class 9 contains 8761 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21279 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56269 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 9631 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75337 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25573 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5118 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 70189 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973616.000000 Penalty: 100184.984375
Iteration 410Q: 47 clusters Score -8.597362e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 46729 members 
Mstep: Class 3 contains 32087 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50456 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 77561 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6111 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21243 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8975 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56352 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9633 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75135 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25611 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5136 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 70500 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973624.000000 Penalty: 100184.984375
Iteration 411Q: 47 clusters Score -8.597362e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 46812 members 
Mstep: Class 3 contains 31959 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50307 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 77323 members 
Mstep: Class 9 contains 8983 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6088 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21222 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56434 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9653 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74945 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2592 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25646 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5147 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 70822 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973680.000000 Penalty: 100184.984375
Iteration 412Q: 47 clusters Score -8.597368e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 46883 members 
Mstep: Class 3 contains 31855 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50174 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 77055 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21207 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8972 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56583 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9664 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74695 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25678 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5168 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 71158 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973512.000000 Penalty: 100184.984375
Iteration 413Q: 47 clusters Score -8.597351e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 46989 members 
Mstep: Class 3 contains 31706 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 50076 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 76746 members 
Mstep: Class 9 contains 9237 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21180 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7642 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56749 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9682 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74411 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25711 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5192 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 71523 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973472.000000 Penalty: 100184.984375
Iteration 414Q: 47 clusters Score -8.597347e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 47055 members 
Mstep: Class 3 contains 31569 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 49970 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 76358 members 
Mstep: Class 9 contains 9368 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6045 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21156 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 56960 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9709 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74170 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2592 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25731 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 71926 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973064.000000 Penalty: 100184.984375
Iteration 415Q: 47 clusters Score -8.597306e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 47100 members 
Mstep: Class 3 contains 31443 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 75957 members 
Mstep: Class 9 contains 9495 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21154 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57144 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9741 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73945 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25774 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5250 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 72324 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972592.000000 Penalty: 100184.984375
Iteration 416Q: 47 clusters Score -8.597259e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 47181 members 
Mstep: Class 3 contains 31301 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 49717 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 75544 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21141 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8950 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57315 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9773 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73699 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25808 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5271 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 72731 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972728.000000 Penalty: 100184.984375
Iteration 417Q: 47 clusters Score -8.597273e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 47221 members 
Mstep: Class 3 contains 31155 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 49581 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 75120 members 
Mstep: Class 9 contains 9750 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21156 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7685 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57489 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9802 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73513 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25812 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5305 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 73169 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972488.000000 Penalty: 100184.984375
Iteration 418Q: 47 clusters Score -8.597249e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 47267 members 
Mstep: Class 3 contains 31040 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 74663 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21173 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8954 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57680 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73324 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25839 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5323 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 73598 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972384.000000 Penalty: 100184.984375
Iteration 419Q: 47 clusters Score -8.597238e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 47317 members 
Mstep: Class 3 contains 30940 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 49300 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 74225 members 
Mstep: Class 9 contains 9918 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21168 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8955 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57851 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9863 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73217 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2597 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25871 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5360 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 74007 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972256.000000 Penalty: 100184.984375
Iteration 420F: 47 clusters Score -8.597226e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 47403 members 
Mstep: Class 3 contains 30856 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 49166 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 73797 members 
Mstep: Class 9 contains 9964 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21170 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8950 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 57944 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9904 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73134 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2598 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25908 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5397 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 74412 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972120.000000 Penalty: 100184.984375
Iteration 421Q: 47 clusters Score -8.597212e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 47470 members 
Mstep: Class 3 contains 30772 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 49034 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 73396 members 
Mstep: Class 9 contains 9987 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21163 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8943 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58025 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9933 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73094 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2600 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25945 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5437 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 74818 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971808.000000 Penalty: 100184.984375
Iteration 422Q: 47 clusters Score -8.597181e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 47557 members 
Mstep: Class 3 contains 30710 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48886 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 72972 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21142 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58148 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9963 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73103 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2601 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25985 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5473 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 75201 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972008.000000 Penalty: 100184.984375
Iteration 423Q: 47 clusters Score -8.597201e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 47652 members 
Mstep: Class 3 contains 30658 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48771 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 72525 members 
Mstep: Class 9 contains 9984 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21132 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58303 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 9986 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73085 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2598 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26042 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5499 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 75543 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971632.000000 Penalty: 100184.984375
Iteration 424Q: 47 clusters Score -8.597163e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 47725 members 
Mstep: Class 3 contains 30629 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48620 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 72070 members 
Mstep: Class 9 contains 9969 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21120 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58481 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10007 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73125 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26092 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5537 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 75843 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971408.000000 Penalty: 100184.984375
Iteration 425Q: 47 clusters Score -8.597141e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 47803 members 
Mstep: Class 3 contains 30591 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48459 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 71600 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5851 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21116 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58608 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10036 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73213 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26125 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5576 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 76132 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971328.000000 Penalty: 100184.984375
Iteration 426Q: 47 clusters Score -8.597133e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 47851 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48295 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5820 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21088 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58710 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73323 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2597 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26134 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 5608 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 76453 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970896.000000 Penalty: 100184.984375
Iteration 427Q: 47 clusters Score -8.59709e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 47891 members 
Mstep: Class 3 contains 30549 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 48141 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 70787 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21066 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58817 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73384 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26142 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5642 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 76766 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970568.000000 Penalty: 100184.984375
Iteration 428Q: 47 clusters Score -8.597057e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 47930 members 
Mstep: Class 3 contains 30531 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47995 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 70384 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5755 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 21006 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 58981 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73408 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26139 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5658 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 77085 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970688.000000 Penalty: 100184.984375
Iteration 429Q: 47 clusters Score -8.597069e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 47954 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47832 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 69988 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20939 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59109 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73463 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26137 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5676 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 77412 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970768.000000 Penalty: 100184.984375
Iteration 430Q: 47 clusters Score -8.597077e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 47985 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47652 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 69636 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20854 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59291 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10131 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73438 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26142 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5687 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 77698 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970112.000000 Penalty: 100184.984375
Iteration 431Q: 47 clusters Score -8.597011e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 48035 members 
Mstep: Class 3 contains 30529 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47447 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 69274 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5645 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20750 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59474 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10145 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73484 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26160 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5701 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 77952 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969992.000000 Penalty: 100184.984375
Iteration 432Q: 47 clusters Score -8.596999e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 48087 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47232 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 68913 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20662 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59575 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10177 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73586 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26168 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5709 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 78200 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969440.000000 Penalty: 100184.984375
Iteration 433Q: 47 clusters Score -8.596944e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 48108 members 
Mstep: Class 3 contains 30550 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 47057 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 68572 members 
Mstep: Class 9 contains 9968 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20573 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59643 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10200 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73697 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26166 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5716 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 78476 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969304.000000 Penalty: 100184.984375
Iteration 434Q: 47 clusters Score -8.59693e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 48163 members 
Mstep: Class 3 contains 30564 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 46831 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 68249 members 
Mstep: Class 9 contains 9969 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20498 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59765 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10219 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73762 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5732 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 78709 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 61982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969240.000000 Penalty: 100184.984375
Iteration 435Q: 47 clusters Score -8.596924e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 48157 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 46607 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67959 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20395 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59890 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73842 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26157 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 331 members 
Mstep: Class 43 contains 78976 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968976.000000 Penalty: 100184.984375
Iteration 436Q: 47 clusters Score -8.596898e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 48190 members 
Mstep: Class 3 contains 30558 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 46378 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67688 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20302 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59980 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10254 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73893 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26156 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5749 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79222 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969200.000000 Penalty: 100184.984375
Iteration 437Q: 47 clusters Score -8.59692e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 48195 members 
Mstep: Class 3 contains 30553 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 46132 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67409 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60117 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10274 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74005 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2581 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26160 members 
Mstep: Class 40 contains 444 members 
Mstep: Class 41 contains 5734 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79478 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969200.000000 Penalty: 100184.984375
Iteration 438Q: 47 clusters Score -8.59692e+07 nChanged 3213
Entering ConstructFrom: 
Score: -85969200.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (61608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Entering Unmasked Estep 
Score: -8149830.000000 Penalty: 1792.138916
	Iteration 0F: 2 clusters Score -8149830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -8110310.500000 Penalty: 3584.277832
	Iteration 0F: 3 clusters Score -8110310 nChanged 29138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -8126630.500000 Penalty: 3584.277832
	Iteration 1F: 3 clusters Score -8126630 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -8127133.000000 Penalty: 3584.277832
	Iteration 2Q: 3 clusters Score -8127133 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8127730.500000 Penalty: 3584.277832
	Iteration 3Q: 3 clusters Score -8127730 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -8128557.500000 Penalty: 3584.277832
	Iteration 4Q: 3 clusters Score -8128558 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -8129478.500000 Penalty: 3584.277832
	Iteration 5Q: 3 clusters Score -8129478 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -8130513.000000 Penalty: 3584.277832
	Iteration 6Q: 3 clusters Score -8130513 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8131781.500000 Penalty: 3584.277832
	Iteration 7Q: 3 clusters Score -8131782 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -8133345.000000 Penalty: 3584.277832
	Iteration 8F: 3 clusters Score -8133345 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8135468.500000 Penalty: 3584.277832
	Iteration 9F: 3 clusters Score -8135468 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8138150.500000 Penalty: 3584.277832
	Iteration 10F: 3 clusters Score -8138150 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8141062.000000 Penalty: 3584.277832
	Iteration 11F: 3 clusters Score -8141062 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -8143805.500000 Penalty: 3584.277832
	Iteration 12Q: 3 clusters Score -8143806 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -8145593.500000 Penalty: 3584.277832
	Iteration 13Q: 3 clusters Score -8145594 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -8146492.000000 Penalty: 3584.277832
	Iteration 14Q: 3 clusters Score -8146492 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -8147183.500000 Penalty: 3584.277832
	Iteration 15Q: 3 clusters Score -8147184 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -8147862.500000 Penalty: 3584.277832
	Iteration 16Q: 3 clusters Score -8147862 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -8148361.500000 Penalty: 3584.277832
	Iteration 17Q: 3 clusters Score -8148362 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -8148769.000000 Penalty: 3584.277832
	Iteration 18Q: 3 clusters Score -8148769 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -8149042.500000 Penalty: 3584.277832
	Iteration 19Q: 3 clusters Score -8149042 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -8149206.500000 Penalty: 3584.277832
	Iteration 20F: 3 clusters Score -8149206 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -8149340.500000 Penalty: 3584.277832
	Iteration 21Q: 3 clusters Score -8149340 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8149411.500000 Penalty: 3584.277832
	Iteration 22Q: 3 clusters Score -8149412 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -8149447.000000 Penalty: 3584.277832
	Iteration 23Q: 3 clusters Score -8149447 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -8149492.500000 Penalty: 3584.277832
	Iteration 24Q: 3 clusters Score -8149492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -8149517.000000 Penalty: 3584.277832
	Iteration 25Q: 3 clusters Score -8149517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -8149550.000000 Penalty: 3584.277832
	Iteration 26Q: 3 clusters Score -8149550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -8149544.000000 Penalty: 3584.277832
	Iteration 27Q: 3 clusters Score -8149544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -8149553.500000 Penalty: 3584.277832
	Iteration 28Q: 3 clusters Score -8149554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8149554.000000 Penalty: 3584.277832
	Iteration 29Q: 3 clusters Score -8149554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -8149550.500000 Penalty: 3584.277832
	Iteration 30Q: 3 clusters Score -8149550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -8149553.000000 Penalty: 3584.277832
	Iteration 31Q: 3 clusters Score -8149553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -8149556.000000 Penalty: 3584.277832
	Iteration 32Q: 3 clusters Score -8149556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -8149545.500000 Penalty: 3584.277832
	Iteration 33Q: 3 clusters Score -8149546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -8149547.500000 Penalty: 3584.277832
	Iteration 34Q: 3 clusters Score -8149548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -8149546.000000 Penalty: 3584.277832
	Iteration 35Q: 3 clusters Score -8149546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -8149554.000000 Penalty: 3584.277832
	Iteration 36Q: 3 clusters Score -8149554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -8149550.500000 Penalty: 3584.277832
	Iteration 37Q: 3 clusters Score -8149550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -8149545.000000 Penalty: 3584.277832
	Iteration 38Q: 3 clusters Score -8149545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -8149543.500000 Penalty: 3584.277832
	Iteration 39Q: 3 clusters Score -8149544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -8149539.500000 Penalty: 3584.277832
	Iteration 40F: 3 clusters Score -8149540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -8149544.000000 Penalty: 3584.277832
	Iteration 41Q: 3 clusters Score -8149544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -8149541.500000 Penalty: 3584.277832
	Iteration 42Q: 3 clusters Score -8149542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -8149544.000000 Penalty: 3584.277832
	Iteration 43Q: 3 clusters Score -8149544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -8149544.500000 Penalty: 3584.277832
	Iteration 44Q: 3 clusters Score -8149544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -8149543.500000 Penalty: 3584.277832
	Iteration 45Q: 3 clusters Score -8149544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -8149545.500000 Penalty: 3584.277832
	Iteration 46Q: 3 clusters Score -8149546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -8149546.500000 Penalty: 3584.277832
	Iteration 47Q: 3 clusters Score -8149546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -8149546.000000 Penalty: 3584.277832
	Iteration 48Q: 3 clusters Score -8149546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -8149544.500000 Penalty: 3584.277832
	Iteration 49Q: 3 clusters Score -8149544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -8149549.000000 Penalty: 3584.277832
	Iteration 50Q: 3 clusters Score -8149549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -8149546.000000 Penalty: 3584.277832
	Iteration 51Q: 3 clusters Score -8149546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -8149545.500000 Penalty: 3584.277832
	Iteration 52Q: 3 clusters Score -8149546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -8149541.500000 Penalty: 3584.277832
	Iteration 53Q: 3 clusters Score -8149542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -8149548.500000 Penalty: 3584.277832
	Iteration 54Q: 3 clusters Score -8149548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -8149548.500000 Penalty: 3584.277832
	Iteration 55F: 3 clusters Score -8149548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Entering Unmasked Estep 
Score: -6444028.500000 Penalty: 1752.289673
	Iteration 0F: 2 clusters Score -6444028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6412809.500000 Penalty: 3504.579346
	Iteration 0F: 3 clusters Score -6412810 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6425392.500000 Penalty: 3504.579346
	Iteration 1F: 3 clusters Score -6425392 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6425827.000000 Penalty: 3504.579346
	Iteration 2Q: 3 clusters Score -6425827 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6426272.500000 Penalty: 3504.579346
	Iteration 3Q: 3 clusters Score -6426272 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6426879.500000 Penalty: 3504.579346
	Iteration 4Q: 3 clusters Score -6426880 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -6427652.000000 Penalty: 3504.579346
	Iteration 5Q: 3 clusters Score -6427652 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -6428794.500000 Penalty: 3504.579346
	Iteration 6Q: 3 clusters Score -6428794 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -6430320.000000 Penalty: 3504.579346
	Iteration 7Q: 3 clusters Score -6430320 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -6432352.000000 Penalty: 3504.579346
	Iteration 8F: 3 clusters Score -6432352 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -6434612.000000 Penalty: 3504.579346
	Iteration 9F: 3 clusters Score -6434612 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -6436805.000000 Penalty: 3504.579346
	Iteration 10F: 3 clusters Score -6436805 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -6438713.500000 Penalty: 3504.579346
	Iteration 11F: 3 clusters Score -6438714 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6440000.000000 Penalty: 3504.579346
	Iteration 12Q: 3 clusters Score -6440000 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6440877.500000 Penalty: 3504.579346
	Iteration 13Q: 3 clusters Score -6440878 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6441413.500000 Penalty: 3504.579346
	Iteration 14Q: 3 clusters Score -6441414 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6441788.500000 Penalty: 3504.579346
	Iteration 15Q: 3 clusters Score -6441788 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6442003.500000 Penalty: 3504.579346
	Iteration 16Q: 3 clusters Score -6442004 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6442156.000000 Penalty: 3504.579346
	Iteration 17Q: 3 clusters Score -6442156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6442273.000000 Penalty: 3504.579346
	Iteration 18Q: 3 clusters Score -6442273 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6442346.500000 Penalty: 3504.579346
	Iteration 19Q: 3 clusters Score -6442346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6442421.500000 Penalty: 3504.579346
	Iteration 20F: 3 clusters Score -6442422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6442459.000000 Penalty: 3504.579346
	Iteration 21Q: 3 clusters Score -6442459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6442492.500000 Penalty: 3504.579346
	Iteration 22Q: 3 clusters Score -6442492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6442527.500000 Penalty: 3504.579346
	Iteration 23Q: 3 clusters Score -6442528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6442537.000000 Penalty: 3504.579346
	Iteration 24Q: 3 clusters Score -6442537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6442558.000000 Penalty: 3504.579346
	Iteration 25Q: 3 clusters Score -6442558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6442575.500000 Penalty: 3504.579346
	Iteration 26Q: 3 clusters Score -6442576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6442594.500000 Penalty: 3504.579346
	Iteration 27Q: 3 clusters Score -6442594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6442600.500000 Penalty: 3504.579346
	Iteration 28Q: 3 clusters Score -6442600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6442608.500000 Penalty: 3504.579346
	Iteration 29Q: 3 clusters Score -6442608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6442621.000000 Penalty: 3504.579346
	Iteration 30Q: 3 clusters Score -6442621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6442632.000000 Penalty: 3504.579346
	Iteration 31Q: 3 clusters Score -6442632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6442637.500000 Penalty: 3504.579346
	Iteration 32Q: 3 clusters Score -6442638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6442636.000000 Penalty: 3504.579346
	Iteration 33Q: 3 clusters Score -6442636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6442635.500000 Penalty: 3504.579346
	Iteration 34Q: 3 clusters Score -6442636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6442646.500000 Penalty: 3504.579346
	Iteration 35Q: 3 clusters Score -6442646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6442649.500000 Penalty: 3504.579346
	Iteration 36Q: 3 clusters Score -6442650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6442648.000000 Penalty: 3504.579346
	Iteration 37Q: 3 clusters Score -6442648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6442650.500000 Penalty: 3504.579346
	Iteration 38Q: 3 clusters Score -6442650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6442647.000000 Penalty: 3504.579346
	Iteration 39Q: 3 clusters Score -6442647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6442647.000000 Penalty: 3504.579346
	Iteration 40F: 3 clusters Score -6442647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6442647.500000 Penalty: 3504.579346
	Iteration 41Q: 3 clusters Score -6442648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6442652.500000 Penalty: 3504.579346
	Iteration 42Q: 3 clusters Score -6442652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6442652.500000 Penalty: 3504.579346
	Iteration 43Q: 3 clusters Score -6442652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6442651.500000 Penalty: 3504.579346
	Iteration 44Q: 3 clusters Score -6442652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6442651.500000 Penalty: 3504.579346
	Iteration 45Q: 3 clusters Score -6442652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6442656.500000 Penalty: 3504.579346
	Iteration 46Q: 3 clusters Score -6442656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6442656.500000 Penalty: 3504.579346
	Iteration 47F: 3 clusters Score -6442656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Entering Unmasked Estep 
Score: -4001397.250000 Penalty: 1678.204834
	Iteration 0F: 2 clusters Score -4001397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3980762.750000 Penalty: 3356.409668
	Iteration 0F: 3 clusters Score -3980763 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3988542.250000 Penalty: 3356.409668
	Iteration 1F: 3 clusters Score -3988542 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3988971.250000 Penalty: 3356.409668
	Iteration 2Q: 3 clusters Score -3988971 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3989392.500000 Penalty: 3356.409668
	Iteration 3Q: 3 clusters Score -3989392 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3989903.500000 Penalty: 3356.409668
	Iteration 4Q: 3 clusters Score -3989904 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3990450.000000 Penalty: 3356.409668
	Iteration 5Q: 3 clusters Score -3990450 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3991022.750000 Penalty: 3356.409668
	Iteration 6Q: 3 clusters Score -3991023 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3991755.250000 Penalty: 3356.409668
	Iteration 7Q: 3 clusters Score -3991755 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3992538.000000 Penalty: 3356.409668
	Iteration 8Q: 3 clusters Score -3992538 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3993356.000000 Penalty: 3356.409668
	Iteration 9Q: 3 clusters Score -3993356 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3994150.500000 Penalty: 3356.409668
	Iteration 10Q: 3 clusters Score -3994150 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3994815.000000 Penalty: 3356.409668
	Iteration 11Q: 3 clusters Score -3994815 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3995407.500000 Penalty: 3356.409668
	Iteration 12Q: 3 clusters Score -3995408 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3995937.500000 Penalty: 3356.409668
	Iteration 13Q: 3 clusters Score -3995938 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3996358.500000 Penalty: 3356.409668
	Iteration 14Q: 3 clusters Score -3996358 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3996775.000000 Penalty: 3356.409668
	Iteration 15Q: 3 clusters Score -3996775 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3997141.000000 Penalty: 3356.409668
	Iteration 16Q: 3 clusters Score -3997141 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3997476.500000 Penalty: 3356.409668
	Iteration 17Q: 3 clusters Score -3997476 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3997759.000000 Penalty: 3356.409668
	Iteration 18Q: 3 clusters Score -3997759 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3998009.750000 Penalty: 3356.409668
	Iteration 19Q: 3 clusters Score -3998010 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3998229.000000 Penalty: 3356.409668
	Iteration 20F: 3 clusters Score -3998229 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3998430.750000 Penalty: 3356.409668
	Iteration 21Q: 3 clusters Score -3998431 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3998609.250000 Penalty: 3356.409668
	Iteration 22Q: 3 clusters Score -3998609 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3998800.500000 Penalty: 3356.409668
	Iteration 23Q: 3 clusters Score -3998800 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3998989.750000 Penalty: 3356.409668
	Iteration 24Q: 3 clusters Score -3998990 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3999198.500000 Penalty: 3356.409668
	Iteration 25Q: 3 clusters Score -3999198 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3999358.250000 Penalty: 3356.409668
	Iteration 26Q: 3 clusters Score -3999358 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3999498.250000 Penalty: 3356.409668
	Iteration 27Q: 3 clusters Score -3999498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3999618.750000 Penalty: 3356.409668
	Iteration 28Q: 3 clusters Score -3999619 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3999704.000000 Penalty: 3356.409668
	Iteration 29Q: 3 clusters Score -3999704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3999793.500000 Penalty: 3356.409668
	Iteration 30Q: 3 clusters Score -3999794 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3999850.000000 Penalty: 3356.409668
	Iteration 31Q: 3 clusters Score -3999850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3999886.000000 Penalty: 3356.409668
	Iteration 32Q: 3 clusters Score -3999886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3999906.250000 Penalty: 3356.409668
	Iteration 33Q: 3 clusters Score -3999906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3999930.500000 Penalty: 3356.409668
	Iteration 34Q: 3 clusters Score -3999930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3999949.000000 Penalty: 3356.409668
	Iteration 35Q: 3 clusters Score -3999949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3999970.250000 Penalty: 3356.409668
	Iteration 36Q: 3 clusters Score -3999970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3999985.250000 Penalty: 3356.409668
	Iteration 37Q: 3 clusters Score -3999985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3999999.000000 Penalty: 3356.409668
	Iteration 38Q: 3 clusters Score -3999999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4000010.500000 Penalty: 3356.409668
	Iteration 39Q: 3 clusters Score -4000010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4000020.000000 Penalty: 3356.409668
	Iteration 40F: 3 clusters Score -4000020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4000017.000000 Penalty: 3356.409668
	Iteration 41Q: 3 clusters Score -4000017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4000027.250000 Penalty: 3356.409668
	Iteration 42Q: 3 clusters Score -4000027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4000029.500000 Penalty: 3356.409668
	Iteration 43Q: 3 clusters Score -4000030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4000030.500000 Penalty: 3356.409668
	Iteration 44Q: 3 clusters Score -4000030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4000040.500000 Penalty: 3356.409668
	Iteration 45Q: 3 clusters Score -4000040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4000044.750000 Penalty: 3356.409668
	Iteration 46Q: 3 clusters Score -4000045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4000049.750000 Penalty: 3356.409668
	Iteration 47Q: 3 clusters Score -4000050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4000054.000000 Penalty: 3356.409668
	Iteration 48Q: 3 clusters Score -4000054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4000056.750000 Penalty: 3356.409668
	Iteration 49Q: 3 clusters Score -4000057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4000059.250000 Penalty: 3356.409668
	Iteration 50Q: 3 clusters Score -4000059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4000071.250000 Penalty: 3356.409668
	Iteration 51Q: 3 clusters Score -4000071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4000076.000000 Penalty: 3356.409668
	Iteration 52Q: 3 clusters Score -4000076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4000077.000000 Penalty: 3356.409668
	Iteration 53Q: 3 clusters Score -4000077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4000073.500000 Penalty: 3356.409668
	Iteration 54Q: 3 clusters Score -4000074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4000075.250000 Penalty: 3356.409668
	Iteration 55Q: 3 clusters Score -4000075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4000078.500000 Penalty: 3356.409668
	Iteration 56Q: 3 clusters Score -4000078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4000082.250000 Penalty: 3356.409668
	Iteration 57Q: 3 clusters Score -4000082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4000092.500000 Penalty: 3356.409668
	Iteration 58Q: 3 clusters Score -4000092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4000094.750000 Penalty: 3356.409668
	Iteration 59Q: 3 clusters Score -4000095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4000099.000000 Penalty: 3356.409668
	Iteration 60F: 3 clusters Score -4000099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4000102.250000 Penalty: 3356.409668
	Iteration 61Q: 3 clusters Score -4000102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4000104.000000 Penalty: 3356.409668
	Iteration 62Q: 3 clusters Score -4000104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4000104.000000 Penalty: 3356.409668
	Iteration 63F: 3 clusters Score -4000104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -85611.921875 Penalty: 1081.718018
	Iteration 0F: 2 clusters Score -85611.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84421.929688 Penalty: 2163.436035
	Iteration 0F: 3 clusters Score -84421.93 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84974.718750 Penalty: 2163.436035
	Iteration 1F: 3 clusters Score -84974.72 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85429.718750 Penalty: 2163.436035
	Iteration 2F: 3 clusters Score -85429.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85755.554688 Penalty: 2163.436035
	Iteration 3F: 3 clusters Score -85755.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86004.078125 Penalty: 2163.436035
	Iteration 4F: 3 clusters Score -86004.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86124.726562 Penalty: 2163.436035
	Iteration 5F: 3 clusters Score -86124.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86169.671875 Penalty: 2163.436035
	Iteration 6Q: 3 clusters Score -86169.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86198.343750 Penalty: 2163.436035
	Iteration 7Q: 3 clusters Score -86198.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86230.851562 Penalty: 2163.436035
	Iteration 8Q: 3 clusters Score -86230.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86237.851562 Penalty: 2163.436035
	Iteration 9Q: 3 clusters Score -86237.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86243.390625 Penalty: 2163.436035
	Iteration 10Q: 3 clusters Score -86243.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86245.820312 Penalty: 2163.436035
	Iteration 11Q: 3 clusters Score -86245.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86246.390625 Penalty: 2163.436035
	Iteration 12Q: 3 clusters Score -86246.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86246.882812 Penalty: 2163.436035
	Iteration 13Q: 3 clusters Score -86246.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86247.000000 Penalty: 2163.436035
	Iteration 14Q: 3 clusters Score -86247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86247.000000 Penalty: 2163.436035
	Iteration 15F: 3 clusters Score -86247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 377 members 
Entering Unmasked Estep 
Score: -85968104.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85969200.000000 to -85968104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (45939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Entering Unmasked Estep 
Score: -6123078.000000 Penalty: 1744.448730
	Iteration 0F: 2 clusters Score -6123078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6092710.000000 Penalty: 3488.897461
	Iteration 0F: 3 clusters Score -6092710 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -6104806.500000 Penalty: 3488.897461
	Iteration 1F: 3 clusters Score -6104806 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6105362.000000 Penalty: 3488.897461
	Iteration 2Q: 3 clusters Score -6105362 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -6105972.000000 Penalty: 3488.897461
	Iteration 3Q: 3 clusters Score -6105972 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6106739.000000 Penalty: 3488.897461
	Iteration 4Q: 3 clusters Score -6106739 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6107726.500000 Penalty: 3488.897461
	Iteration 5Q: 3 clusters Score -6107726 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -6109097.500000 Penalty: 3488.897461
	Iteration 6F: 3 clusters Score -6109098 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6111000.500000 Penalty: 3488.897461
	Iteration 7F: 3 clusters Score -6111000 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -6113249.000000 Penalty: 3488.897461
	Iteration 8F: 3 clusters Score -6113249 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6115251.500000 Penalty: 3488.897461
	Iteration 9F: 3 clusters Score -6115252 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6116500.000000 Penalty: 3488.897461
	Iteration 10Q: 3 clusters Score -6116500 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -6117125.000000 Penalty: 3488.897461
	Iteration 11Q: 3 clusters Score -6117125 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -6117442.000000 Penalty: 3488.897461
	Iteration 12Q: 3 clusters Score -6117442 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6117660.500000 Penalty: 3488.897461
	Iteration 13Q: 3 clusters Score -6117660 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -6117833.000000 Penalty: 3488.897461
	Iteration 14Q: 3 clusters Score -6117833 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -6118007.000000 Penalty: 3488.897461
	Iteration 15Q: 3 clusters Score -6118007 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -6118125.000000 Penalty: 3488.897461
	Iteration 16Q: 3 clusters Score -6118125 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6118229.000000 Penalty: 3488.897461
	Iteration 17Q: 3 clusters Score -6118229 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -6118338.500000 Penalty: 3488.897461
	Iteration 18Q: 3 clusters Score -6118338 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -6118441.500000 Penalty: 3488.897461
	Iteration 19Q: 3 clusters Score -6118442 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -6118480.500000 Penalty: 3488.897461
	Iteration 20F: 3 clusters Score -6118480 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -6118528.000000 Penalty: 3488.897461
	Iteration 21Q: 3 clusters Score -6118528 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -6118567.500000 Penalty: 3488.897461
	Iteration 22Q: 3 clusters Score -6118568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -6118583.000000 Penalty: 3488.897461
	Iteration 23Q: 3 clusters Score -6118583 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -6118609.000000 Penalty: 3488.897461
	Iteration 24Q: 3 clusters Score -6118609 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -6118624.500000 Penalty: 3488.897461
	Iteration 25Q: 3 clusters Score -6118624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -6118661.000000 Penalty: 3488.897461
	Iteration 26Q: 3 clusters Score -6118661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6118669.500000 Penalty: 3488.897461
	Iteration 27Q: 3 clusters Score -6118670 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -6118687.500000 Penalty: 3488.897461
	Iteration 28Q: 3 clusters Score -6118688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -6118694.000000 Penalty: 3488.897461
	Iteration 29Q: 3 clusters Score -6118694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6118708.500000 Penalty: 3488.897461
	Iteration 30Q: 3 clusters Score -6118708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -6118712.000000 Penalty: 3488.897461
	Iteration 31Q: 3 clusters Score -6118712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -6118718.000000 Penalty: 3488.897461
	Iteration 32Q: 3 clusters Score -6118718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -6118721.500000 Penalty: 3488.897461
	Iteration 33Q: 3 clusters Score -6118722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -6118736.000000 Penalty: 3488.897461
	Iteration 34Q: 3 clusters Score -6118736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6118731.000000 Penalty: 3488.897461
	Iteration 35Q: 3 clusters Score -6118731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6118753.000000 Penalty: 3488.897461
	Iteration 36Q: 3 clusters Score -6118753 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -6118784.000000 Penalty: 3488.897461
	Iteration 37Q: 3 clusters Score -6118784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -6118788.000000 Penalty: 3488.897461
	Iteration 38Q: 3 clusters Score -6118788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -6118806.000000 Penalty: 3488.897461
	Iteration 39Q: 3 clusters Score -6118806 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -6118802.000000 Penalty: 3488.897461
	Iteration 40F: 3 clusters Score -6118802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6118820.000000 Penalty: 3488.897461
	Iteration 41Q: 3 clusters Score -6118820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -6118824.500000 Penalty: 3488.897461
	Iteration 42Q: 3 clusters Score -6118824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6118847.500000 Penalty: 3488.897461
	Iteration 43Q: 3 clusters Score -6118848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -6118846.000000 Penalty: 3488.897461
	Iteration 44Q: 3 clusters Score -6118846 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -6118854.500000 Penalty: 3488.897461
	Iteration 45Q: 3 clusters Score -6118854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -6118891.000000 Penalty: 3488.897461
	Iteration 46Q: 3 clusters Score -6118891 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -6118915.000000 Penalty: 3488.897461
	Iteration 47Q: 3 clusters Score -6118915 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -6118936.000000 Penalty: 3488.897461
	Iteration 48Q: 3 clusters Score -6118936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -6118945.500000 Penalty: 3488.897461
	Iteration 49Q: 3 clusters Score -6118946 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -6119012.000000 Penalty: 3488.897461
	Iteration 50Q: 3 clusters Score -6119012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6119047.000000 Penalty: 3488.897461
	Iteration 51Q: 3 clusters Score -6119047 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6119081.500000 Penalty: 3488.897461
	Iteration 52Q: 3 clusters Score -6119082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6119107.000000 Penalty: 3488.897461
	Iteration 53Q: 3 clusters Score -6119107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -6119159.000000 Penalty: 3488.897461
	Iteration 54Q: 3 clusters Score -6119159 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -6119276.500000 Penalty: 3488.897461
	Iteration 55Q: 3 clusters Score -6119276 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -6119385.500000 Penalty: 3488.897461
	Iteration 56Q: 3 clusters Score -6119386 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -6119462.500000 Penalty: 3488.897461
	Iteration 57Q: 3 clusters Score -6119462 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6119601.000000 Penalty: 3488.897461
	Iteration 58Q: 3 clusters Score -6119601 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6119734.000000 Penalty: 3488.897461
	Iteration 59Q: 3 clusters Score -6119734 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6119881.000000 Penalty: 3488.897461
	Iteration 60F: 3 clusters Score -6119881 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -6120033.500000 Penalty: 3488.897461
	Iteration 61Q: 3 clusters Score -6120034 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6120188.000000 Penalty: 3488.897461
	Iteration 62Q: 3 clusters Score -6120188 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -6120361.000000 Penalty: 3488.897461
	Iteration 63Q: 3 clusters Score -6120361 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -6120552.000000 Penalty: 3488.897461
	Iteration 64Q: 3 clusters Score -6120552 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6120742.000000 Penalty: 3488.897461
	Iteration 65Q: 3 clusters Score -6120742 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6120865.500000 Penalty: 3488.897461
	Iteration 66Q: 3 clusters Score -6120866 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6121023.500000 Penalty: 3488.897461
	Iteration 67Q: 3 clusters Score -6121024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6121149.000000 Penalty: 3488.897461
	Iteration 68Q: 3 clusters Score -6121149 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6121270.500000 Penalty: 3488.897461
	Iteration 69Q: 3 clusters Score -6121270 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6121372.500000 Penalty: 3488.897461
	Iteration 70Q: 3 clusters Score -6121372 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6121435.500000 Penalty: 3488.897461
	Iteration 71Q: 3 clusters Score -6121436 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6121478.000000 Penalty: 3488.897461
	Iteration 72Q: 3 clusters Score -6121478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6121525.500000 Penalty: 3488.897461
	Iteration 73Q: 3 clusters Score -6121526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6121558.500000 Penalty: 3488.897461
	Iteration 74Q: 3 clusters Score -6121558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6121577.500000 Penalty: 3488.897461
	Iteration 75Q: 3 clusters Score -6121578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6121603.000000 Penalty: 3488.897461
	Iteration 76Q: 3 clusters Score -6121603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6121618.500000 Penalty: 3488.897461
	Iteration 77Q: 3 clusters Score -6121618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6121631.000000 Penalty: 3488.897461
	Iteration 78Q: 3 clusters Score -6121631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6121649.000000 Penalty: 3488.897461
	Iteration 79Q: 3 clusters Score -6121649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6121666.000000 Penalty: 3488.897461
	Iteration 80F: 3 clusters Score -6121666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6121677.500000 Penalty: 3488.897461
	Iteration 81Q: 3 clusters Score -6121678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6121698.500000 Penalty: 3488.897461
	Iteration 82Q: 3 clusters Score -6121698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6121708.500000 Penalty: 3488.897461
	Iteration 83Q: 3 clusters Score -6121708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6121711.000000 Penalty: 3488.897461
	Iteration 84Q: 3 clusters Score -6121711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6121720.500000 Penalty: 3488.897461
	Iteration 85Q: 3 clusters Score -6121720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6121731.000000 Penalty: 3488.897461
	Iteration 86Q: 3 clusters Score -6121731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6121730.000000 Penalty: 3488.897461
	Iteration 87Q: 3 clusters Score -6121730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6121730.500000 Penalty: 3488.897461
	Iteration 88Q: 3 clusters Score -6121730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6121732.500000 Penalty: 3488.897461
	Iteration 89Q: 3 clusters Score -6121732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6121730.000000 Penalty: 3488.897461
	Iteration 90Q: 3 clusters Score -6121730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6121746.500000 Penalty: 3488.897461
	Iteration 91Q: 3 clusters Score -6121746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6121745.000000 Penalty: 3488.897461
	Iteration 92Q: 3 clusters Score -6121745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6121751.000000 Penalty: 3488.897461
	Iteration 93Q: 3 clusters Score -6121751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6121752.500000 Penalty: 3488.897461
	Iteration 94Q: 3 clusters Score -6121752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6121750.000000 Penalty: 3488.897461
	Iteration 95Q: 3 clusters Score -6121750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6121752.500000 Penalty: 3488.897461
	Iteration 96Q: 3 clusters Score -6121752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6121759.500000 Penalty: 3488.897461
	Iteration 97Q: 3 clusters Score -6121760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6121773.500000 Penalty: 3488.897461
	Iteration 98Q: 3 clusters Score -6121774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6121771.500000 Penalty: 3488.897461
	Iteration 99Q: 3 clusters Score -6121772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6121775.500000 Penalty: 3488.897461
	Iteration 100F: 3 clusters Score -6121776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6121772.500000 Penalty: 3488.897461
	Iteration 101Q: 3 clusters Score -6121772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6121776.000000 Penalty: 3488.897461
	Iteration 102Q: 3 clusters Score -6121776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6121775.000000 Penalty: 3488.897461
	Iteration 103Q: 3 clusters Score -6121775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6121775.500000 Penalty: 3488.897461
	Iteration 104Q: 3 clusters Score -6121776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6121777.500000 Penalty: 3488.897461
	Iteration 105Q: 3 clusters Score -6121778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6121777.000000 Penalty: 3488.897461
	Iteration 106Q: 3 clusters Score -6121777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6121777.000000 Penalty: 3488.897461
	Iteration 107Q: 3 clusters Score -6121777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6121781.500000 Penalty: 3488.897461
	Iteration 108Q: 3 clusters Score -6121782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6121781.500000 Penalty: 3488.897461
	Iteration 109F: 3 clusters Score -6121782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -243847.406250 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -243847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -242024.218750 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -242024.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -242574.078125 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -242574.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -242835.578125 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -242835.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242973.140625 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -242973.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243078.828125 Penalty: 2405.400146
	Iteration 4F: 3 clusters Score -243078.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -243155.718750 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -243155.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -243214.437500 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -243214.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243256.343750 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -243256.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -243289.093750 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -243289.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243317.187500 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -243317.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -243332.781250 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -243332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243342.609375 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -243342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243345.968750 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -243346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243348.609375 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -243348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243350.656250 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -243350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243354.203125 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -243354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243355.625000 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -243355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243358.437500 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -243358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243359.031250 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -243359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243359.031250 Penalty: 2405.400146
	Iteration 19F: 3 clusters Score -243359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -103932.195312 Penalty: 1094.371094
	Iteration 0F: 2 clusters Score -103932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102657.234375 Penalty: 2188.742188
	Iteration 0F: 3 clusters Score -102657.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102844.523438 Penalty: 2188.742188
	Iteration 1F: 3 clusters Score -102844.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102912.437500 Penalty: 2188.742188
	Iteration 2F: 3 clusters Score -102912.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102970.710938 Penalty: 2188.742188
	Iteration 3Q: 3 clusters Score -102970.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103040.585938 Penalty: 2188.742188
	Iteration 4Q: 3 clusters Score -103040.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103117.921875 Penalty: 2188.742188
	Iteration 5Q: 3 clusters Score -103117.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103216.039062 Penalty: 2188.742188
	Iteration 6Q: 3 clusters Score -103216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103291.148438 Penalty: 2188.742188
	Iteration 7F: 3 clusters Score -103291.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103352.070312 Penalty: 2188.742188
	Iteration 8F: 3 clusters Score -103352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103390.882812 Penalty: 2188.742188
	Iteration 9Q: 3 clusters Score -103390.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103417.851562 Penalty: 2188.742188
	Iteration 10Q: 3 clusters Score -103417.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103439.835938 Penalty: 2188.742188
	Iteration 11Q: 3 clusters Score -103439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103461.023438 Penalty: 2188.742188
	Iteration 12Q: 3 clusters Score -103461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103493.781250 Penalty: 2188.742188
	Iteration 13Q: 3 clusters Score -103493.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103511.468750 Penalty: 2188.742188
	Iteration 14Q: 3 clusters Score -103511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103527.539062 Penalty: 2188.742188
	Iteration 15Q: 3 clusters Score -103527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103536.164062 Penalty: 2188.742188
	Iteration 16Q: 3 clusters Score -103536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103549.750000 Penalty: 2188.742188
	Iteration 17Q: 3 clusters Score -103549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103557.593750 Penalty: 2188.742188
	Iteration 18Q: 3 clusters Score -103557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103559.882812 Penalty: 2188.742188
	Iteration 19Q: 3 clusters Score -103559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103559.882812 Penalty: 2188.742188
	Iteration 20F: 3 clusters Score -103559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Entering Unmasked Estep 
Score: -8886748.000000 Penalty: 1806.080566
	Iteration 0F: 2 clusters Score -8886748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -8842998.000000 Penalty: 3612.161133
	Iteration 0F: 3 clusters Score -8842998 nChanged 31702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8861689.000000 Penalty: 3612.161133
	Iteration 1F: 3 clusters Score -8861689 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -8862753.000000 Penalty: 3612.161133
	Iteration 2Q: 3 clusters Score -8862753 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -8864041.000000 Penalty: 3612.161133
	Iteration 3Q: 3 clusters Score -8864041 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -8866014.000000 Penalty: 3612.161133
	Iteration 4F: 3 clusters Score -8866014 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8868624.000000 Penalty: 3612.161133
	Iteration 5F: 3 clusters Score -8868624 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -8871655.000000 Penalty: 3612.161133
	Iteration 6F: 3 clusters Score -8871655 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8874766.000000 Penalty: 3612.161133
	Iteration 7F: 3 clusters Score -8874766 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -8876743.000000 Penalty: 3612.161133
	Iteration 8F: 3 clusters Score -8876743 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -8877588.000000 Penalty: 3612.161133
	Iteration 9Q: 3 clusters Score -8877588 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -8877849.000000 Penalty: 3612.161133
	Iteration 10Q: 3 clusters Score -8877849 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8878044.000000 Penalty: 3612.161133
	Iteration 11Q: 3 clusters Score -8878044 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -8878147.000000 Penalty: 3612.161133
	Iteration 12Q: 3 clusters Score -8878147 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -8878254.000000 Penalty: 3612.161133
	Iteration 13Q: 3 clusters Score -8878254 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -8878365.000000 Penalty: 3612.161133
	Iteration 14Q: 3 clusters Score -8878365 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -8878459.000000 Penalty: 3612.161133
	Iteration 15Q: 3 clusters Score -8878459 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -8878525.000000 Penalty: 3612.161133
	Iteration 16Q: 3 clusters Score -8878525 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -8878600.000000 Penalty: 3612.161133
	Iteration 17Q: 3 clusters Score -8878600 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -8878696.000000 Penalty: 3612.161133
	Iteration 18Q: 3 clusters Score -8878696 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -8878794.000000 Penalty: 3612.161133
	Iteration 19Q: 3 clusters Score -8878794 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -8878880.000000 Penalty: 3612.161133
	Iteration 20F: 3 clusters Score -8878880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -8878925.000000 Penalty: 3612.161133
	Iteration 21Q: 3 clusters Score -8878925 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -8878963.000000 Penalty: 3612.161133
	Iteration 22Q: 3 clusters Score -8878963 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -8878985.000000 Penalty: 3612.161133
	Iteration 23Q: 3 clusters Score -8878985 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8879022.000000 Penalty: 3612.161133
	Iteration 24Q: 3 clusters Score -8879022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -8879059.000000 Penalty: 3612.161133
	Iteration 25Q: 3 clusters Score -8879059 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -8879058.000000 Penalty: 3612.161133
	Iteration 26Q: 3 clusters Score -8879058 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -8879076.000000 Penalty: 3612.161133
	Iteration 27Q: 3 clusters Score -8879076 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -8879100.000000 Penalty: 3612.161133
	Iteration 28Q: 3 clusters Score -8879100 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -8879151.000000 Penalty: 3612.161133
	Iteration 29Q: 3 clusters Score -8879151 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -8879153.000000 Penalty: 3612.161133
	Iteration 30Q: 3 clusters Score -8879153 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8879175.000000 Penalty: 3612.161133
	Iteration 31Q: 3 clusters Score -8879175 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -8879215.000000 Penalty: 3612.161133
	Iteration 32Q: 3 clusters Score -8879215 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8879230.000000 Penalty: 3612.161133
	Iteration 33Q: 3 clusters Score -8879230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8879269.000000 Penalty: 3612.161133
	Iteration 34Q: 3 clusters Score -8879269 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8879334.000000 Penalty: 3612.161133
	Iteration 35Q: 3 clusters Score -8879334 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8879368.000000 Penalty: 3612.161133
	Iteration 36Q: 3 clusters Score -8879368 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -8879408.000000 Penalty: 3612.161133
	Iteration 37Q: 3 clusters Score -8879408 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8879475.000000 Penalty: 3612.161133
	Iteration 38Q: 3 clusters Score -8879475 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8879530.000000 Penalty: 3612.161133
	Iteration 39Q: 3 clusters Score -8879530 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8879653.000000 Penalty: 3612.161133
	Iteration 40F: 3 clusters Score -8879653 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -8879724.000000 Penalty: 3612.161133
	Iteration 41Q: 3 clusters Score -8879724 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -8879812.000000 Penalty: 3612.161133
	Iteration 42Q: 3 clusters Score -8879812 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8879944.000000 Penalty: 3612.161133
	Iteration 43Q: 3 clusters Score -8879944 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8880055.000000 Penalty: 3612.161133
	Iteration 44Q: 3 clusters Score -8880055 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -8880181.000000 Penalty: 3612.161133
	Iteration 45Q: 3 clusters Score -8880181 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -8880307.000000 Penalty: 3612.161133
	Iteration 46Q: 3 clusters Score -8880307 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -8880372.000000 Penalty: 3612.161133
	Iteration 47Q: 3 clusters Score -8880372 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -8880428.000000 Penalty: 3612.161133
	Iteration 48Q: 3 clusters Score -8880428 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -8880489.000000 Penalty: 3612.161133
	Iteration 49Q: 3 clusters Score -8880489 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -8880613.000000 Penalty: 3612.161133
	Iteration 50Q: 3 clusters Score -8880613 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -8880745.000000 Penalty: 3612.161133
	Iteration 51Q: 3 clusters Score -8880745 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8880860.000000 Penalty: 3612.161133
	Iteration 52Q: 3 clusters Score -8880860 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -8880948.000000 Penalty: 3612.161133
	Iteration 53Q: 3 clusters Score -8880948 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -8881064.000000 Penalty: 3612.161133
	Iteration 54Q: 3 clusters Score -8881064 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8881137.000000 Penalty: 3612.161133
	Iteration 55Q: 3 clusters Score -8881137 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8881239.000000 Penalty: 3612.161133
	Iteration 56Q: 3 clusters Score -8881239 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -8881377.000000 Penalty: 3612.161133
	Iteration 57Q: 3 clusters Score -8881377 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -8881489.000000 Penalty: 3612.161133
	Iteration 58Q: 3 clusters Score -8881489 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8881624.000000 Penalty: 3612.161133
	Iteration 59Q: 3 clusters Score -8881624 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8881738.000000 Penalty: 3612.161133
	Iteration 60F: 3 clusters Score -8881738 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -8881921.000000 Penalty: 3612.161133
	Iteration 61Q: 3 clusters Score -8881921 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -8882000.000000 Penalty: 3612.161133
	Iteration 62Q: 3 clusters Score -8882000 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -8882114.000000 Penalty: 3612.161133
	Iteration 63Q: 3 clusters Score -8882114 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8882286.000000 Penalty: 3612.161133
	Iteration 64Q: 3 clusters Score -8882286 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -8882410.000000 Penalty: 3612.161133
	Iteration 65Q: 3 clusters Score -8882410 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8882525.000000 Penalty: 3612.161133
	Iteration 66Q: 3 clusters Score -8882525 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8882629.000000 Penalty: 3612.161133
	Iteration 67Q: 3 clusters Score -8882629 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -8882768.000000 Penalty: 3612.161133
	Iteration 68Q: 3 clusters Score -8882768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8882873.000000 Penalty: 3612.161133
	Iteration 69Q: 3 clusters Score -8882873 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8883006.000000 Penalty: 3612.161133
	Iteration 70Q: 3 clusters Score -8883006 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -8883168.000000 Penalty: 3612.161133
	Iteration 71Q: 3 clusters Score -8883168 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8883308.000000 Penalty: 3612.161133
	Iteration 72Q: 3 clusters Score -8883308 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8883450.000000 Penalty: 3612.161133
	Iteration 73Q: 3 clusters Score -8883450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8883530.000000 Penalty: 3612.161133
	Iteration 74Q: 3 clusters Score -8883530 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -8883644.000000 Penalty: 3612.161133
	Iteration 75Q: 3 clusters Score -8883644 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8883725.000000 Penalty: 3612.161133
	Iteration 76Q: 3 clusters Score -8883725 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8883813.000000 Penalty: 3612.161133
	Iteration 77Q: 3 clusters Score -8883813 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -8883870.000000 Penalty: 3612.161133
	Iteration 78Q: 3 clusters Score -8883870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8883936.000000 Penalty: 3612.161133
	Iteration 79Q: 3 clusters Score -8883936 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8883996.000000 Penalty: 3612.161133
	Iteration 80F: 3 clusters Score -8883996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -8884029.000000 Penalty: 3612.161133
	Iteration 81Q: 3 clusters Score -8884029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8884094.000000 Penalty: 3612.161133
	Iteration 82Q: 3 clusters Score -8884094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8884190.000000 Penalty: 3612.161133
	Iteration 83Q: 3 clusters Score -8884190 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8884281.000000 Penalty: 3612.161133
	Iteration 84Q: 3 clusters Score -8884281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8884368.000000 Penalty: 3612.161133
	Iteration 85Q: 3 clusters Score -8884368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8884463.000000 Penalty: 3612.161133
	Iteration 86Q: 3 clusters Score -8884463 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8884596.000000 Penalty: 3612.161133
	Iteration 87Q: 3 clusters Score -8884596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8884733.000000 Penalty: 3612.161133
	Iteration 88Q: 3 clusters Score -8884733 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8884840.000000 Penalty: 3612.161133
	Iteration 89Q: 3 clusters Score -8884840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8884950.000000 Penalty: 3612.161133
	Iteration 90Q: 3 clusters Score -8884950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8885064.000000 Penalty: 3612.161133
	Iteration 91Q: 3 clusters Score -8885064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8885125.000000 Penalty: 3612.161133
	Iteration 92Q: 3 clusters Score -8885125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8885180.000000 Penalty: 3612.161133
	Iteration 93Q: 3 clusters Score -8885180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8885233.000000 Penalty: 3612.161133
	Iteration 94Q: 3 clusters Score -8885233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8885282.000000 Penalty: 3612.161133
	Iteration 95Q: 3 clusters Score -8885282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8885289.000000 Penalty: 3612.161133
	Iteration 96Q: 3 clusters Score -8885289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8885302.000000 Penalty: 3612.161133
	Iteration 97Q: 3 clusters Score -8885302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8885325.000000 Penalty: 3612.161133
	Iteration 98Q: 3 clusters Score -8885325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8885330.000000 Penalty: 3612.161133
	Iteration 99Q: 3 clusters Score -8885330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8885364.000000 Penalty: 3612.161133
	Iteration 100F: 3 clusters Score -8885364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8885371.000000 Penalty: 3612.161133
	Iteration 101Q: 3 clusters Score -8885371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8885396.000000 Penalty: 3612.161133
	Iteration 102Q: 3 clusters Score -8885396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8885401.000000 Penalty: 3612.161133
	Iteration 103Q: 3 clusters Score -8885401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8885402.000000 Penalty: 3612.161133
	Iteration 104Q: 3 clusters Score -8885402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8885418.000000 Penalty: 3612.161133
	Iteration 105Q: 3 clusters Score -8885418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8885415.000000 Penalty: 3612.161133
	Iteration 106Q: 3 clusters Score -8885415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8885427.000000 Penalty: 3612.161133
	Iteration 107Q: 3 clusters Score -8885427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8885434.000000 Penalty: 3612.161133
	Iteration 108Q: 3 clusters Score -8885434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8885441.000000 Penalty: 3612.161133
	Iteration 109Q: 3 clusters Score -8885441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8885444.000000 Penalty: 3612.161133
	Iteration 110Q: 3 clusters Score -8885444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8885436.000000 Penalty: 3612.161133
	Iteration 111Q: 3 clusters Score -8885436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8885437.000000 Penalty: 3612.161133
	Iteration 112Q: 3 clusters Score -8885437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8885438.000000 Penalty: 3612.161133
	Iteration 113Q: 3 clusters Score -8885438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8885436.000000 Penalty: 3612.161133
	Iteration 114Q: 3 clusters Score -8885436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8885439.000000 Penalty: 3612.161133
	Iteration 115Q: 3 clusters Score -8885439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8885439.000000 Penalty: 3612.161133
	Iteration 116F: 3 clusters Score -8885439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -1295424.000000 Penalty: 1496.598999
	Iteration 0F: 2 clusters Score -1295424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1288262.375000 Penalty: 2993.197998
	Iteration 0F: 3 clusters Score -1288262 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1290570.875000 Penalty: 2993.197998
	Iteration 1F: 3 clusters Score -1290571 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1290869.250000 Penalty: 2993.197998
	Iteration 2F: 3 clusters Score -1290869 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1291138.625000 Penalty: 2993.197998
	Iteration 3F: 3 clusters Score -1291139 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1291414.000000 Penalty: 2993.197998
	Iteration 4F: 3 clusters Score -1291414 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1291713.250000 Penalty: 2993.197998
	Iteration 5F: 3 clusters Score -1291713 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1292079.875000 Penalty: 2993.197998
	Iteration 6F: 3 clusters Score -1292080 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1292535.625000 Penalty: 2993.197998
	Iteration 7F: 3 clusters Score -1292536 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1293124.875000 Penalty: 2993.197998
	Iteration 8F: 3 clusters Score -1293125 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1293868.250000 Penalty: 2993.197998
	Iteration 9F: 3 clusters Score -1293868 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1294652.875000 Penalty: 2993.197998
	Iteration 10Q: 3 clusters Score -1294653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1294998.500000 Penalty: 2993.197998
	Iteration 11Q: 3 clusters Score -1294998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1295103.000000 Penalty: 2993.197998
	Iteration 12Q: 3 clusters Score -1295103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1295160.000000 Penalty: 2993.197998
	Iteration 13Q: 3 clusters Score -1295160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1295189.625000 Penalty: 2993.197998
	Iteration 14Q: 3 clusters Score -1295190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1295221.125000 Penalty: 2993.197998
	Iteration 15Q: 3 clusters Score -1295221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1295246.625000 Penalty: 2993.197998
	Iteration 16Q: 3 clusters Score -1295247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1295260.000000 Penalty: 2993.197998
	Iteration 17Q: 3 clusters Score -1295260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1295275.375000 Penalty: 2993.197998
	Iteration 18Q: 3 clusters Score -1295275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1295286.250000 Penalty: 2993.197998
	Iteration 19Q: 3 clusters Score -1295286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1295296.750000 Penalty: 2993.197998
	Iteration 20F: 3 clusters Score -1295297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1295308.500000 Penalty: 2993.197998
	Iteration 21Q: 3 clusters Score -1295308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1295312.125000 Penalty: 2993.197998
	Iteration 22Q: 3 clusters Score -1295312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1295315.875000 Penalty: 2993.197998
	Iteration 23Q: 3 clusters Score -1295316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1295319.250000 Penalty: 2993.197998
	Iteration 24Q: 3 clusters Score -1295319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1295321.375000 Penalty: 2993.197998
	Iteration 25Q: 3 clusters Score -1295321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1295323.500000 Penalty: 2993.197998
	Iteration 26Q: 3 clusters Score -1295324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1295323.625000 Penalty: 2993.197998
	Iteration 27Q: 3 clusters Score -1295324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1295325.125000 Penalty: 2993.197998
	Iteration 28Q: 3 clusters Score -1295325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1295328.000000 Penalty: 2993.197998
	Iteration 29Q: 3 clusters Score -1295328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1295333.750000 Penalty: 2993.197998
	Iteration 30Q: 3 clusters Score -1295334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1295338.875000 Penalty: 2993.197998
	Iteration 31Q: 3 clusters Score -1295339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1295340.125000 Penalty: 2993.197998
	Iteration 32Q: 3 clusters Score -1295340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1295341.875000 Penalty: 2993.197998
	Iteration 33Q: 3 clusters Score -1295342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1295346.250000 Penalty: 2993.197998
	Iteration 34Q: 3 clusters Score -1295346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1295347.375000 Penalty: 2993.197998
	Iteration 35Q: 3 clusters Score -1295347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1295352.625000 Penalty: 2993.197998
	Iteration 36Q: 3 clusters Score -1295353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1295356.875000 Penalty: 2993.197998
	Iteration 37Q: 3 clusters Score -1295357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1295363.000000 Penalty: 2993.197998
	Iteration 38Q: 3 clusters Score -1295363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1295366.250000 Penalty: 2993.197998
	Iteration 39Q: 3 clusters Score -1295366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1295368.875000 Penalty: 2993.197998
	Iteration 40F: 3 clusters Score -1295369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1295372.250000 Penalty: 2993.197998
	Iteration 41Q: 3 clusters Score -1295372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1295373.375000 Penalty: 2993.197998
	Iteration 42Q: 3 clusters Score -1295373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1295376.875000 Penalty: 2993.197998
	Iteration 43Q: 3 clusters Score -1295377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1295385.000000 Penalty: 2993.197998
	Iteration 44Q: 3 clusters Score -1295385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1295391.500000 Penalty: 2993.197998
	Iteration 45Q: 3 clusters Score -1295392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1295396.375000 Penalty: 2993.197998
	Iteration 46Q: 3 clusters Score -1295396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1295401.750000 Penalty: 2993.197998
	Iteration 47Q: 3 clusters Score -1295402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1295404.125000 Penalty: 2993.197998
	Iteration 48Q: 3 clusters Score -1295404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1295407.375000 Penalty: 2993.197998
	Iteration 49Q: 3 clusters Score -1295407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1295409.125000 Penalty: 2993.197998
	Iteration 50Q: 3 clusters Score -1295409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1295409.250000 Penalty: 2993.197998
	Iteration 51Q: 3 clusters Score -1295409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1295409.250000 Penalty: 2993.197998
	Iteration 52F: 3 clusters Score -1295409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -651586.687500 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -651586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -647608.000000 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -647608 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -648701.437500 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -648701.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -648857.375000 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -648857.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -648972.625000 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -648972.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -649050.750000 Penalty: 2768.996338
	Iteration 4Q: 3 clusters Score -649050.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -649104.437500 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -649104.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -649140.312500 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -649140.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -649168.062500 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -649168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -649194.812500 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -649194.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -649220.187500 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -649220.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -649244.125000 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -649244.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -649272.187500 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -649272.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -649292.250000 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -649292.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -649301.062500 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -649301.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -649314.312500 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -649314.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -649328.312500 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -649328.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -649350.312500 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -649350.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -649369.687500 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -649369.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -649383.187500 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -649383.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -649398.875000 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -649398.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -649417.812500 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -649417.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -649443.937500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -649443.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -649464.687500 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -649464.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -649485.250000 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -649485.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -649511.750000 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -649511.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -649542.312500 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -649542.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -649568.125000 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -649568.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -649592.312500 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -649592.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -649619.375000 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -649619.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -649656.125000 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -649656.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -649692.562500 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -649692.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -649725.625000 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -649725.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -649749.562500 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -649749.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -649775.062500 Penalty: 2768.996338
	Iteration 33Q: 3 clusters Score -649775.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -649791.062500 Penalty: 2768.996338
	Iteration 34Q: 3 clusters Score -649791.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -649809.312500 Penalty: 2768.996338
	Iteration 35Q: 3 clusters Score -649809.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -649822.687500 Penalty: 2768.996338
	Iteration 36Q: 3 clusters Score -649822.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -649838.750000 Penalty: 2768.996338
	Iteration 37Q: 3 clusters Score -649838.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -649853.687500 Penalty: 2768.996338
	Iteration 38Q: 3 clusters Score -649853.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -649866.937500 Penalty: 2768.996338
	Iteration 39Q: 3 clusters Score -649866.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -649883.687500 Penalty: 2768.996338
	Iteration 40F: 3 clusters Score -649883.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -649901.625000 Penalty: 2768.996338
	Iteration 41Q: 3 clusters Score -649901.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -649918.437500 Penalty: 2768.996338
	Iteration 42Q: 3 clusters Score -649918.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -649931.000000 Penalty: 2768.996338
	Iteration 43Q: 3 clusters Score -649931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -649952.687500 Penalty: 2768.996338
	Iteration 44Q: 3 clusters Score -649952.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -649972.812500 Penalty: 2768.996338
	Iteration 45Q: 3 clusters Score -649972.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -649990.687500 Penalty: 2768.996338
	Iteration 46Q: 3 clusters Score -649990.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -650012.625000 Penalty: 2768.996338
	Iteration 47Q: 3 clusters Score -650012.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -650039.312500 Penalty: 2768.996338
	Iteration 48Q: 3 clusters Score -650039.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -650071.500000 Penalty: 2768.996338
	Iteration 49Q: 3 clusters Score -650071.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -650110.625000 Penalty: 2768.996338
	Iteration 50Q: 3 clusters Score -650110.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -650174.187500 Penalty: 2768.996338
	Iteration 51Q: 3 clusters Score -650174.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -650264.187500 Penalty: 2768.996338
	Iteration 52Q: 3 clusters Score -650264.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -650367.750000 Penalty: 2768.996338
	Iteration 53Q: 3 clusters Score -650367.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -650449.437500 Penalty: 2768.996338
	Iteration 54Q: 3 clusters Score -650449.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -650506.562500 Penalty: 2768.996338
	Iteration 55Q: 3 clusters Score -650506.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -650557.625000 Penalty: 2768.996338
	Iteration 56Q: 3 clusters Score -650557.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -650594.125000 Penalty: 2768.996338
	Iteration 57Q: 3 clusters Score -650594.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -650615.812500 Penalty: 2768.996338
	Iteration 58Q: 3 clusters Score -650615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -650629.750000 Penalty: 2768.996338
	Iteration 59Q: 3 clusters Score -650629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -650638.187500 Penalty: 2768.996338
	Iteration 60F: 3 clusters Score -650638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -650640.250000 Penalty: 2768.996338
	Iteration 61Q: 3 clusters Score -650640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -650645.062500 Penalty: 2768.996338
	Iteration 62Q: 3 clusters Score -650645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -650646.875000 Penalty: 2768.996338
	Iteration 63Q: 3 clusters Score -650646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -650646.437500 Penalty: 2768.996338
	Iteration 64Q: 3 clusters Score -650646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -650647.062500 Penalty: 2768.996338
	Iteration 65Q: 3 clusters Score -650647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -650648.062500 Penalty: 2768.996338
	Iteration 66Q: 3 clusters Score -650648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -650648.687500 Penalty: 2768.996338
	Iteration 67Q: 3 clusters Score -650648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -650648.937500 Penalty: 2768.996338
	Iteration 68Q: 3 clusters Score -650648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -650649.125000 Penalty: 2768.996338
	Iteration 69Q: 3 clusters Score -650649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -650649.125000 Penalty: 2768.996338
	Iteration 70F: 3 clusters Score -650649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17626.455078 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17626.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17833.421875 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17833.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18094.750000 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -18094.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18249.531250 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -18249.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18320.777344 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -18320.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18457.408203 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -18457.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18527.214844 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -18527.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18594.537109 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -18594.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18631.365234 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -18631.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18635.535156 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -18635.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18637.847656 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -18637.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18641.552734 Penalty: 1858.033936
	Iteration 11F: 3 clusters Score -18641.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18656.628906 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -18656.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18679.593750 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -18679.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18686.384766 Penalty: 1858.033936
	Iteration 14Q: 3 clusters Score -18686.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18690.853516 Penalty: 1858.033936
	Iteration 15Q: 3 clusters Score -18690.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18690.853516 Penalty: 1858.033936
	Iteration 16F: 3 clusters Score -18690.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 133 members 
Entering Unmasked Estep 
Score: -85967608.000000 Penalty: 102362.921875
Splitting cluster 11 changes total score from -85969200.000000 to -85967608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -693105.125000 Penalty: 1392.928955
	Iteration 0F: 2 clusters Score -693105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -688917.625000 Penalty: 2785.857910
	Iteration 0F: 3 clusters Score -688917.6 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -690049.312500 Penalty: 2785.857910
	Iteration 1F: 3 clusters Score -690049.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -690206.875000 Penalty: 2785.857910
	Iteration 2F: 3 clusters Score -690206.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -690311.375000 Penalty: 2785.857910
	Iteration 3Q: 3 clusters Score -690311.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -690401.875000 Penalty: 2785.857910
	Iteration 4Q: 3 clusters Score -690401.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -690459.875000 Penalty: 2785.857910
	Iteration 5Q: 3 clusters Score -690459.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -690519.500000 Penalty: 2785.857910
	Iteration 6Q: 3 clusters Score -690519.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -690589.500000 Penalty: 2785.857910
	Iteration 7Q: 3 clusters Score -690589.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -690677.187500 Penalty: 2785.857910
	Iteration 8Q: 3 clusters Score -690677.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -690785.000000 Penalty: 2785.857910
	Iteration 9Q: 3 clusters Score -690785 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -690932.062500 Penalty: 2785.857910
	Iteration 10Q: 3 clusters Score -690932.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -691095.312500 Penalty: 2785.857910
	Iteration 11Q: 3 clusters Score -691095.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -691266.312500 Penalty: 2785.857910
	Iteration 12Q: 3 clusters Score -691266.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -691468.187500 Penalty: 2785.857910
	Iteration 13Q: 3 clusters Score -691468.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -691643.437500 Penalty: 2785.857910
	Iteration 14Q: 3 clusters Score -691643.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -691781.125000 Penalty: 2785.857910
	Iteration 15Q: 3 clusters Score -691781.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -691850.812500 Penalty: 2785.857910
	Iteration 16Q: 3 clusters Score -691850.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -691896.750000 Penalty: 2785.857910
	Iteration 17Q: 3 clusters Score -691896.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -691942.375000 Penalty: 2785.857910
	Iteration 18Q: 3 clusters Score -691942.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -691976.250000 Penalty: 2785.857910
	Iteration 19Q: 3 clusters Score -691976.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -692002.062500 Penalty: 2785.857910
	Iteration 20F: 3 clusters Score -692002.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -692031.625000 Penalty: 2785.857910
	Iteration 21Q: 3 clusters Score -692031.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -692062.750000 Penalty: 2785.857910
	Iteration 22Q: 3 clusters Score -692062.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -692101.562500 Penalty: 2785.857910
	Iteration 23Q: 3 clusters Score -692101.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -692127.375000 Penalty: 2785.857910
	Iteration 24Q: 3 clusters Score -692127.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -692146.062500 Penalty: 2785.857910
	Iteration 25Q: 3 clusters Score -692146.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -692159.375000 Penalty: 2785.857910
	Iteration 26Q: 3 clusters Score -692159.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -692165.750000 Penalty: 2785.857910
	Iteration 27Q: 3 clusters Score -692165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -692171.812500 Penalty: 2785.857910
	Iteration 28Q: 3 clusters Score -692171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -692173.187500 Penalty: 2785.857910
	Iteration 29Q: 3 clusters Score -692173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -692174.250000 Penalty: 2785.857910
	Iteration 30Q: 3 clusters Score -692174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -692177.250000 Penalty: 2785.857910
	Iteration 31Q: 3 clusters Score -692177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -692180.000000 Penalty: 2785.857910
	Iteration 32Q: 3 clusters Score -692180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -692180.000000 Penalty: 2785.857910
	Iteration 33Q: 3 clusters Score -692180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -692182.062500 Penalty: 2785.857910
	Iteration 34Q: 3 clusters Score -692182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -692182.562500 Penalty: 2785.857910
	Iteration 35Q: 3 clusters Score -692182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -692183.562500 Penalty: 2785.857910
	Iteration 36Q: 3 clusters Score -692183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -692185.187500 Penalty: 2785.857910
	Iteration 37Q: 3 clusters Score -692185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -692186.000000 Penalty: 2785.857910
	Iteration 38Q: 3 clusters Score -692186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -692187.437500 Penalty: 2785.857910
	Iteration 39Q: 3 clusters Score -692187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -692189.437500 Penalty: 2785.857910
	Iteration 40F: 3 clusters Score -692189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50497.617188 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50497.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50850.328125 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50850.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51034.710938 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -51034.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51199.832031 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -51199.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51326.402344 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -51326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51436.781250 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51436.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51499.175781 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51499.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51512.722656 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51512.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51517.558594 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -51517.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51520.546875 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -51520.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51520.546875 Penalty: 1921.888550
	Iteration 10F: 3 clusters Score -51520.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 255 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 115 members 
Entering Unmasked Estep 
Score: -85967568.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85969200.000000 to -85967568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54901.472656 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54901.47 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55254.734375 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55254.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55448.531250 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55448.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55720.250000 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55720.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55928.699219 Penalty: 2062.901611
	Iteration 4F: 3 clusters Score -55928.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56039.328125 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -56039.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56109.078125 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -56109.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56135.957031 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -56135.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56137.785156 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -56137.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56137.785156 Penalty: 2062.901611
	Iteration 9F: 3 clusters Score -56137.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 301 members 
Entering Unmasked Estep 
Score: -85967752.000000 Penalty: 102362.921875
Splitting cluster 14 changes total score from -85969200.000000 to -85967752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Entering Unmasked Estep 
Score: -2618626.250000 Penalty: 1610.038208
	Iteration 0F: 2 clusters Score -2618626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2604961.250000 Penalty: 3220.076416
	Iteration 0F: 3 clusters Score -2604961 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2609912.000000 Penalty: 3220.076416
	Iteration 1F: 3 clusters Score -2609912 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2610326.250000 Penalty: 3220.076416
	Iteration 2Q: 3 clusters Score -2610326 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2610766.250000 Penalty: 3220.076416
	Iteration 3F: 3 clusters Score -2610766 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2611223.000000 Penalty: 3220.076416
	Iteration 4F: 3 clusters Score -2611223 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2611723.500000 Penalty: 3220.076416
	Iteration 5F: 3 clusters Score -2611724 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2612239.250000 Penalty: 3220.076416
	Iteration 6F: 3 clusters Score -2612239 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2612782.250000 Penalty: 3220.076416
	Iteration 7Q: 3 clusters Score -2612782 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2613290.250000 Penalty: 3220.076416
	Iteration 8Q: 3 clusters Score -2613290 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2613843.750000 Penalty: 3220.076416
	Iteration 9Q: 3 clusters Score -2613844 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2614460.500000 Penalty: 3220.076416
	Iteration 10Q: 3 clusters Score -2614460 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2615105.250000 Penalty: 3220.076416
	Iteration 11Q: 3 clusters Score -2615105 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2615611.500000 Penalty: 3220.076416
	Iteration 12Q: 3 clusters Score -2615612 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2615924.000000 Penalty: 3220.076416
	Iteration 13Q: 3 clusters Score -2615924 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2616087.500000 Penalty: 3220.076416
	Iteration 14Q: 3 clusters Score -2616088 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2616220.500000 Penalty: 3220.076416
	Iteration 15Q: 3 clusters Score -2616220 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2616308.500000 Penalty: 3220.076416
	Iteration 16Q: 3 clusters Score -2616308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2616397.750000 Penalty: 3220.076416
	Iteration 17Q: 3 clusters Score -2616398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2616480.750000 Penalty: 3220.076416
	Iteration 18Q: 3 clusters Score -2616481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2616594.250000 Penalty: 3220.076416
	Iteration 19Q: 3 clusters Score -2616594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2616699.500000 Penalty: 3220.076416
	Iteration 20F: 3 clusters Score -2616700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2616767.500000 Penalty: 3220.076416
	Iteration 21Q: 3 clusters Score -2616768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2616828.250000 Penalty: 3220.076416
	Iteration 22Q: 3 clusters Score -2616828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2616882.750000 Penalty: 3220.076416
	Iteration 23Q: 3 clusters Score -2616883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2616924.750000 Penalty: 3220.076416
	Iteration 24Q: 3 clusters Score -2616925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2616957.500000 Penalty: 3220.076416
	Iteration 25Q: 3 clusters Score -2616958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2616984.750000 Penalty: 3220.076416
	Iteration 26Q: 3 clusters Score -2616985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2617011.000000 Penalty: 3220.076416
	Iteration 27Q: 3 clusters Score -2617011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2617039.250000 Penalty: 3220.076416
	Iteration 28Q: 3 clusters Score -2617039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2617061.000000 Penalty: 3220.076416
	Iteration 29Q: 3 clusters Score -2617061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2617082.750000 Penalty: 3220.076416
	Iteration 30Q: 3 clusters Score -2617083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2617104.750000 Penalty: 3220.076416
	Iteration 31Q: 3 clusters Score -2617105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2617116.750000 Penalty: 3220.076416
	Iteration 32Q: 3 clusters Score -2617117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2617137.000000 Penalty: 3220.076416
	Iteration 33Q: 3 clusters Score -2617137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2617150.000000 Penalty: 3220.076416
	Iteration 34Q: 3 clusters Score -2617150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2617161.000000 Penalty: 3220.076416
	Iteration 35Q: 3 clusters Score -2617161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2617166.250000 Penalty: 3220.076416
	Iteration 36Q: 3 clusters Score -2617166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2617166.500000 Penalty: 3220.076416
	Iteration 37Q: 3 clusters Score -2617166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2617174.000000 Penalty: 3220.076416
	Iteration 38Q: 3 clusters Score -2617174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2617178.250000 Penalty: 3220.076416
	Iteration 39Q: 3 clusters Score -2617178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2617182.000000 Penalty: 3220.076416
	Iteration 40F: 3 clusters Score -2617182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2617184.250000 Penalty: 3220.076416
	Iteration 41Q: 3 clusters Score -2617184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2617185.750000 Penalty: 3220.076416
	Iteration 42Q: 3 clusters Score -2617186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2617185.000000 Penalty: 3220.076416
	Iteration 43Q: 3 clusters Score -2617185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2617190.000000 Penalty: 3220.076416
	Iteration 44Q: 3 clusters Score -2617190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2617192.750000 Penalty: 3220.076416
	Iteration 45Q: 3 clusters Score -2617193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2617192.000000 Penalty: 3220.076416
	Iteration 46Q: 3 clusters Score -2617192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2617192.000000 Penalty: 3220.076416
	Iteration 47Q: 3 clusters Score -2617192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2617191.000000 Penalty: 3220.076416
	Iteration 48Q: 3 clusters Score -2617191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2617193.250000 Penalty: 3220.076416
	Iteration 49Q: 3 clusters Score -2617193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2617191.250000 Penalty: 3220.076416
	Iteration 50Q: 3 clusters Score -2617191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2617192.750000 Penalty: 3220.076416
	Iteration 51Q: 3 clusters Score -2617193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2617196.750000 Penalty: 3220.076416
	Iteration 52Q: 3 clusters Score -2617197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2617197.500000 Penalty: 3220.076416
	Iteration 53Q: 3 clusters Score -2617198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2617197.250000 Penalty: 3220.076416
	Iteration 54Q: 3 clusters Score -2617197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2617199.000000 Penalty: 3220.076416
	Iteration 55Q: 3 clusters Score -2617199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2617196.750000 Penalty: 3220.076416
	Iteration 56Q: 3 clusters Score -2617197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2617199.750000 Penalty: 3220.076416
	Iteration 57Q: 3 clusters Score -2617200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2617201.250000 Penalty: 3220.076416
	Iteration 58Q: 3 clusters Score -2617201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2617202.250000 Penalty: 3220.076416
	Iteration 59Q: 3 clusters Score -2617202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2617201.000000 Penalty: 3220.076416
	Iteration 60F: 3 clusters Score -2617201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2617201.250000 Penalty: 3220.076416
	Iteration 61Q: 3 clusters Score -2617201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2617200.250000 Penalty: 3220.076416
	Iteration 62Q: 3 clusters Score -2617200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2617204.250000 Penalty: 3220.076416
	Iteration 63Q: 3 clusters Score -2617204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2617208.000000 Penalty: 3220.076416
	Iteration 64Q: 3 clusters Score -2617208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2617208.500000 Penalty: 3220.076416
	Iteration 65Q: 3 clusters Score -2617208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2617215.250000 Penalty: 3220.076416
	Iteration 66Q: 3 clusters Score -2617215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2617212.750000 Penalty: 3220.076416
	Iteration 67Q: 3 clusters Score -2617213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2617213.500000 Penalty: 3220.076416
	Iteration 68Q: 3 clusters Score -2617214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2617216.000000 Penalty: 3220.076416
	Iteration 69Q: 3 clusters Score -2617216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2617218.250000 Penalty: 3220.076416
	Iteration 70Q: 3 clusters Score -2617218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2617220.250000 Penalty: 3220.076416
	Iteration 71Q: 3 clusters Score -2617220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2617225.750000 Penalty: 3220.076416
	Iteration 72Q: 3 clusters Score -2617226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2617226.000000 Penalty: 3220.076416
	Iteration 73Q: 3 clusters Score -2617226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2617225.000000 Penalty: 3220.076416
	Iteration 74Q: 3 clusters Score -2617225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2617225.000000 Penalty: 3220.076416
	Iteration 75Q: 3 clusters Score -2617225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2617229.500000 Penalty: 3220.076416
	Iteration 76Q: 3 clusters Score -2617230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2617226.250000 Penalty: 3220.076416
	Iteration 77Q: 3 clusters Score -2617226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2617226.750000 Penalty: 3220.076416
	Iteration 78Q: 3 clusters Score -2617227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2617227.500000 Penalty: 3220.076416
	Iteration 79Q: 3 clusters Score -2617228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2617227.500000 Penalty: 3220.076416
	Iteration 80F: 3 clusters Score -2617228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -33789.316406 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -33789.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32910.359375 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -32910.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33057.683594 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -33057.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33143.660156 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -33143.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33214.593750 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -33214.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33249.671875 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -33249.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33290.683594 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -33290.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33366.855469 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -33366.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33377.039062 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -33377.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33377.039062 Penalty: 1849.366821
	Iteration 8F: 3 clusters Score -33377.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -221922.031250 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221922 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222296.109375 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222296.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -222422.640625 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222422.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222491.968750 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -222492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -222537.000000 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -222537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -222574.843750 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -222574.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222622.359375 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -222622.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -222701.796875 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -222701.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222854.750000 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -222854.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -223115.375000 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223115.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223272.968750 Penalty: 2356.456543
	Iteration 10F: 3 clusters Score -223273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -223363.515625 Penalty: 2356.456543
	Iteration 11F: 3 clusters Score -223363.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -223416.609375 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223416.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -223456.312500 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223456.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -223482.078125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223482.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -223504.109375 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -223517.453125 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -223529.531250 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -223529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -223536.359375 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -223536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -223540.390625 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -223540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -223545.781250 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -223545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -223550.968750 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -223551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -223554.000000 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -223554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -223555.078125 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -223555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -223555.765625 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -223555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -223557.250000 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -223557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -223558.937500 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -223558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -223559.125000 Penalty: 2356.456543
	Iteration 27Q: 3 clusters Score -223559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -223559.125000 Penalty: 2356.456543
	Iteration 28F: 3 clusters Score -223559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -1020693.687500 Penalty: 1461.714233
	Iteration 0F: 2 clusters Score -1020694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1014771.875000 Penalty: 2923.428467
	Iteration 0F: 3 clusters Score -1014772 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1016620.375000 Penalty: 2923.428467
	Iteration 1F: 3 clusters Score -1016620 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1016876.812500 Penalty: 2923.428467
	Iteration 2F: 3 clusters Score -1016877 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1017106.312500 Penalty: 2923.428467
	Iteration 3F: 3 clusters Score -1017106 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1017343.687500 Penalty: 2923.428467
	Iteration 4F: 3 clusters Score -1017344 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1017545.562500 Penalty: 2923.428467
	Iteration 5Q: 3 clusters Score -1017546 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1017730.125000 Penalty: 2923.428467
	Iteration 6Q: 3 clusters Score -1017730 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1017886.000000 Penalty: 2923.428467
	Iteration 7Q: 3 clusters Score -1017886 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1018037.312500 Penalty: 2923.428467
	Iteration 8Q: 3 clusters Score -1018037 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1018208.750000 Penalty: 2923.428467
	Iteration 9Q: 3 clusters Score -1018209 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1018415.250000 Penalty: 2923.428467
	Iteration 10Q: 3 clusters Score -1018415 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1018626.187500 Penalty: 2923.428467
	Iteration 11Q: 3 clusters Score -1018626 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1018802.500000 Penalty: 2923.428467
	Iteration 12Q: 3 clusters Score -1018802 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1018956.375000 Penalty: 2923.428467
	Iteration 13Q: 3 clusters Score -1018956 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1019099.375000 Penalty: 2923.428467
	Iteration 14Q: 3 clusters Score -1019099 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1019218.687500 Penalty: 2923.428467
	Iteration 15Q: 3 clusters Score -1019219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1019303.437500 Penalty: 2923.428467
	Iteration 16Q: 3 clusters Score -1019303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1019365.062500 Penalty: 2923.428467
	Iteration 17Q: 3 clusters Score -1019365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1019423.937500 Penalty: 2923.428467
	Iteration 18Q: 3 clusters Score -1019424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1019482.375000 Penalty: 2923.428467
	Iteration 19Q: 3 clusters Score -1019482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1019521.250000 Penalty: 2923.428467
	Iteration 20F: 3 clusters Score -1019521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1019547.937500 Penalty: 2923.428467
	Iteration 21Q: 3 clusters Score -1019548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1019568.562500 Penalty: 2923.428467
	Iteration 22Q: 3 clusters Score -1019569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1019579.062500 Penalty: 2923.428467
	Iteration 23Q: 3 clusters Score -1019579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1019593.250000 Penalty: 2923.428467
	Iteration 24Q: 3 clusters Score -1019593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1019599.000000 Penalty: 2923.428467
	Iteration 25Q: 3 clusters Score -1019599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1019605.312500 Penalty: 2923.428467
	Iteration 26Q: 3 clusters Score -1019605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1019607.937500 Penalty: 2923.428467
	Iteration 27Q: 3 clusters Score -1019608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1019611.500000 Penalty: 2923.428467
	Iteration 28Q: 3 clusters Score -1019612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1019611.562500 Penalty: 2923.428467
	Iteration 29Q: 3 clusters Score -1019612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1019612.625000 Penalty: 2923.428467
	Iteration 30Q: 3 clusters Score -1019613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1019613.312500 Penalty: 2923.428467
	Iteration 31Q: 3 clusters Score -1019613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1019618.875000 Penalty: 2923.428467
	Iteration 32Q: 3 clusters Score -1019619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1019619.812500 Penalty: 2923.428467
	Iteration 33Q: 3 clusters Score -1019620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1019622.312500 Penalty: 2923.428467
	Iteration 34Q: 3 clusters Score -1019622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1019621.500000 Penalty: 2923.428467
	Iteration 35Q: 3 clusters Score -1019622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1019625.312500 Penalty: 2923.428467
	Iteration 36Q: 3 clusters Score -1019625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1019626.687500 Penalty: 2923.428467
	Iteration 37Q: 3 clusters Score -1019627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1019628.875000 Penalty: 2923.428467
	Iteration 38Q: 3 clusters Score -1019629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1019631.000000 Penalty: 2923.428467
	Iteration 39Q: 3 clusters Score -1019631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1019630.937500 Penalty: 2923.428467
	Iteration 40F: 3 clusters Score -1019631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1019632.062500 Penalty: 2923.428467
	Iteration 41Q: 3 clusters Score -1019632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1019633.625000 Penalty: 2923.428467
	Iteration 42Q: 3 clusters Score -1019634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1019633.625000 Penalty: 2923.428467
	Iteration 43Q: 3 clusters Score -1019634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1019635.625000 Penalty: 2923.428467
	Iteration 44Q: 3 clusters Score -1019636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1019635.625000 Penalty: 2923.428467
	Iteration 45F: 3 clusters Score -1019636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5707.048828 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5707.049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5850.754395 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5850.754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5936.365234 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -5936.365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6032.155273 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -6032.155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6082.774902 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -6082.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6089.729980 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -6089.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6089.729980 Penalty: 1667.217041
	Iteration 6F: 3 clusters Score -6089.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16790.351562 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16790.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16911.466797 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16911.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16942.554688 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -16942.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16963.640625 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -16963.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16976.648438 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -16976.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16976.648438 Penalty: 1696.615723
	Iteration 5F: 3 clusters Score -16976.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -36144.250000 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -36144.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35331.406250 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -35331.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35540.562500 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -35540.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35599.234375 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -35599.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35628.386719 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -35628.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35642.730469 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -35642.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35659.957031 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -35659.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35685.343750 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -35685.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35700.597656 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -35700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35716.566406 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -35716.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35723.785156 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -35723.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35738.246094 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -35738.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35759.765625 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -35759.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35764.878906 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -35764.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35764.878906 Penalty: 1931.409912
	Iteration 13F: 3 clusters Score -35764.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29453.080078 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29453.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29623.841797 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29623.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29705.869141 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -29705.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29749.164062 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29749.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29756.613281 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29756.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29767.945312 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29767.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29771.185547 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29771.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29776.376953 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -29776.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29801.423828 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -29801.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29803.376953 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -29803.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29803.376953 Penalty: 1817.070801
	Iteration 10F: 3 clusters Score -29803.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Entering Unmasked Estep 
Score: -1142233.250000 Penalty: 1477.451294
	Iteration 0F: 2 clusters Score -1142233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1135824.500000 Penalty: 2954.902588
	Iteration 0F: 3 clusters Score -1135824 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1137894.250000 Penalty: 2954.902588
	Iteration 1F: 3 clusters Score -1137894 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1138197.750000 Penalty: 2954.902588
	Iteration 2F: 3 clusters Score -1138198 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1138481.625000 Penalty: 2954.902588
	Iteration 3F: 3 clusters Score -1138482 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1138776.000000 Penalty: 2954.902588
	Iteration 4F: 3 clusters Score -1138776 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1139072.625000 Penalty: 2954.902588
	Iteration 5F: 3 clusters Score -1139073 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1139357.000000 Penalty: 2954.902588
	Iteration 6F: 3 clusters Score -1139357 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1139633.750000 Penalty: 2954.902588
	Iteration 7Q: 3 clusters Score -1139634 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1139893.500000 Penalty: 2954.902588
	Iteration 8Q: 3 clusters Score -1139894 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1140086.375000 Penalty: 2954.902588
	Iteration 9Q: 3 clusters Score -1140086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1140231.500000 Penalty: 2954.902588
	Iteration 10Q: 3 clusters Score -1140232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1140336.000000 Penalty: 2954.902588
	Iteration 11Q: 3 clusters Score -1140336 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1140407.750000 Penalty: 2954.902588
	Iteration 12Q: 3 clusters Score -1140408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1140462.375000 Penalty: 2954.902588
	Iteration 13Q: 3 clusters Score -1140462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1140501.500000 Penalty: 2954.902588
	Iteration 14Q: 3 clusters Score -1140502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1140526.750000 Penalty: 2954.902588
	Iteration 15Q: 3 clusters Score -1140527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1140558.125000 Penalty: 2954.902588
	Iteration 16Q: 3 clusters Score -1140558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1140580.125000 Penalty: 2954.902588
	Iteration 17Q: 3 clusters Score -1140580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1140604.125000 Penalty: 2954.902588
	Iteration 18Q: 3 clusters Score -1140604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1140616.000000 Penalty: 2954.902588
	Iteration 19Q: 3 clusters Score -1140616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1140629.000000 Penalty: 2954.902588
	Iteration 20F: 3 clusters Score -1140629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1140637.625000 Penalty: 2954.902588
	Iteration 21Q: 3 clusters Score -1140638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1140651.250000 Penalty: 2954.902588
	Iteration 22Q: 3 clusters Score -1140651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1140658.125000 Penalty: 2954.902588
	Iteration 23Q: 3 clusters Score -1140658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1140670.875000 Penalty: 2954.902588
	Iteration 24Q: 3 clusters Score -1140671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1140687.250000 Penalty: 2954.902588
	Iteration 25Q: 3 clusters Score -1140687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1140700.625000 Penalty: 2954.902588
	Iteration 26Q: 3 clusters Score -1140701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1140730.625000 Penalty: 2954.902588
	Iteration 27Q: 3 clusters Score -1140731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1140761.875000 Penalty: 2954.902588
	Iteration 28Q: 3 clusters Score -1140762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1140793.250000 Penalty: 2954.902588
	Iteration 29Q: 3 clusters Score -1140793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1140831.375000 Penalty: 2954.902588
	Iteration 30Q: 3 clusters Score -1140831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1140878.875000 Penalty: 2954.902588
	Iteration 31Q: 3 clusters Score -1140879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1140914.000000 Penalty: 2954.902588
	Iteration 32Q: 3 clusters Score -1140914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1140945.000000 Penalty: 2954.902588
	Iteration 33Q: 3 clusters Score -1140945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1140974.000000 Penalty: 2954.902588
	Iteration 34Q: 3 clusters Score -1140974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1140996.625000 Penalty: 2954.902588
	Iteration 35Q: 3 clusters Score -1140997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1141006.000000 Penalty: 2954.902588
	Iteration 36Q: 3 clusters Score -1141006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1141012.625000 Penalty: 2954.902588
	Iteration 37Q: 3 clusters Score -1141013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1141017.500000 Penalty: 2954.902588
	Iteration 38Q: 3 clusters Score -1141018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1141020.000000 Penalty: 2954.902588
	Iteration 39Q: 3 clusters Score -1141020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1141032.625000 Penalty: 2954.902588
	Iteration 40F: 3 clusters Score -1141033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1141044.250000 Penalty: 2954.902588
	Iteration 41Q: 3 clusters Score -1141044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1141049.000000 Penalty: 2954.902588
	Iteration 42Q: 3 clusters Score -1141049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1141057.375000 Penalty: 2954.902588
	Iteration 43Q: 3 clusters Score -1141057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1141065.625000 Penalty: 2954.902588
	Iteration 44Q: 3 clusters Score -1141066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1141070.500000 Penalty: 2954.902588
	Iteration 45Q: 3 clusters Score -1141070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1141074.625000 Penalty: 2954.902588
	Iteration 46Q: 3 clusters Score -1141075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1141078.500000 Penalty: 2954.902588
	Iteration 47Q: 3 clusters Score -1141078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1141084.250000 Penalty: 2954.902588
	Iteration 48Q: 3 clusters Score -1141084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1141091.500000 Penalty: 2954.902588
	Iteration 49Q: 3 clusters Score -1141092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1141103.750000 Penalty: 2954.902588
	Iteration 50Q: 3 clusters Score -1141104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1141120.250000 Penalty: 2954.902588
	Iteration 51Q: 3 clusters Score -1141120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1141132.875000 Penalty: 2954.902588
	Iteration 52Q: 3 clusters Score -1141133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1141148.125000 Penalty: 2954.902588
	Iteration 53Q: 3 clusters Score -1141148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1141168.875000 Penalty: 2954.902588
	Iteration 54Q: 3 clusters Score -1141169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1141216.500000 Penalty: 2954.902588
	Iteration 55Q: 3 clusters Score -1141216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1141300.250000 Penalty: 2954.902588
	Iteration 56Q: 3 clusters Score -1141300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1141416.125000 Penalty: 2954.902588
	Iteration 57Q: 3 clusters Score -1141416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1141491.375000 Penalty: 2954.902588
	Iteration 58Q: 3 clusters Score -1141491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1141524.250000 Penalty: 2954.902588
	Iteration 59Q: 3 clusters Score -1141524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1141548.250000 Penalty: 2954.902588
	Iteration 60F: 3 clusters Score -1141548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1141571.250000 Penalty: 2954.902588
	Iteration 61Q: 3 clusters Score -1141571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1141591.125000 Penalty: 2954.902588
	Iteration 62Q: 3 clusters Score -1141591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1141608.625000 Penalty: 2954.902588
	Iteration 63Q: 3 clusters Score -1141609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1141629.500000 Penalty: 2954.902588
	Iteration 64Q: 3 clusters Score -1141630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1141637.625000 Penalty: 2954.902588
	Iteration 65Q: 3 clusters Score -1141638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1141646.250000 Penalty: 2954.902588
	Iteration 66Q: 3 clusters Score -1141646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1141651.250000 Penalty: 2954.902588
	Iteration 67Q: 3 clusters Score -1141651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1141651.000000 Penalty: 2954.902588
	Iteration 68Q: 3 clusters Score -1141651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1141656.000000 Penalty: 2954.902588
	Iteration 69Q: 3 clusters Score -1141656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1141659.875000 Penalty: 2954.902588
	Iteration 70Q: 3 clusters Score -1141660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1141672.000000 Penalty: 2954.902588
	Iteration 71Q: 3 clusters Score -1141672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1141672.750000 Penalty: 2954.902588
	Iteration 72Q: 3 clusters Score -1141673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1141680.750000 Penalty: 2954.902588
	Iteration 73Q: 3 clusters Score -1141681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1141683.625000 Penalty: 2954.902588
	Iteration 74Q: 3 clusters Score -1141684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1141688.250000 Penalty: 2954.902588
	Iteration 75Q: 3 clusters Score -1141688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1141693.125000 Penalty: 2954.902588
	Iteration 76Q: 3 clusters Score -1141693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1141693.375000 Penalty: 2954.902588
	Iteration 77Q: 3 clusters Score -1141693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1141696.500000 Penalty: 2954.902588
	Iteration 78Q: 3 clusters Score -1141696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1141700.500000 Penalty: 2954.902588
	Iteration 79Q: 3 clusters Score -1141700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1141701.500000 Penalty: 2954.902588
	Iteration 80F: 3 clusters Score -1141702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1141705.875000 Penalty: 2954.902588
	Iteration 81Q: 3 clusters Score -1141706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1141710.875000 Penalty: 2954.902588
	Iteration 82Q: 3 clusters Score -1141711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1141715.000000 Penalty: 2954.902588
	Iteration 83Q: 3 clusters Score -1141715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1141718.125000 Penalty: 2954.902588
	Iteration 84Q: 3 clusters Score -1141718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1141721.875000 Penalty: 2954.902588
	Iteration 85Q: 3 clusters Score -1141722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1141723.500000 Penalty: 2954.902588
	Iteration 86Q: 3 clusters Score -1141724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1141730.000000 Penalty: 2954.902588
	Iteration 87Q: 3 clusters Score -1141730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1141732.250000 Penalty: 2954.902588
	Iteration 88Q: 3 clusters Score -1141732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1141734.125000 Penalty: 2954.902588
	Iteration 89Q: 3 clusters Score -1141734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1141735.750000 Penalty: 2954.902588
	Iteration 90Q: 3 clusters Score -1141736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1141737.750000 Penalty: 2954.902588
	Iteration 91Q: 3 clusters Score -1141738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1141738.125000 Penalty: 2954.902588
	Iteration 92Q: 3 clusters Score -1141738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1141738.625000 Penalty: 2954.902588
	Iteration 93Q: 3 clusters Score -1141739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1141742.375000 Penalty: 2954.902588
	Iteration 94Q: 3 clusters Score -1141742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1141745.125000 Penalty: 2954.902588
	Iteration 95Q: 3 clusters Score -1141745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1141748.125000 Penalty: 2954.902588
	Iteration 96Q: 3 clusters Score -1141748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1141754.875000 Penalty: 2954.902588
	Iteration 97Q: 3 clusters Score -1141755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1141764.875000 Penalty: 2954.902588
	Iteration 98Q: 3 clusters Score -1141765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1141774.875000 Penalty: 2954.902588
	Iteration 99Q: 3 clusters Score -1141775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1141786.500000 Penalty: 2954.902588
	Iteration 100F: 3 clusters Score -1141786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1141792.000000 Penalty: 2954.902588
	Iteration 101Q: 3 clusters Score -1141792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1141801.500000 Penalty: 2954.902588
	Iteration 102Q: 3 clusters Score -1141802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1141808.500000 Penalty: 2954.902588
	Iteration 103Q: 3 clusters Score -1141808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1141813.500000 Penalty: 2954.902588
	Iteration 104Q: 3 clusters Score -1141814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1141818.750000 Penalty: 2954.902588
	Iteration 105Q: 3 clusters Score -1141819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1141824.625000 Penalty: 2954.902588
	Iteration 106Q: 3 clusters Score -1141825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1141826.625000 Penalty: 2954.902588
	Iteration 107Q: 3 clusters Score -1141827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1141830.625000 Penalty: 2954.902588
	Iteration 108Q: 3 clusters Score -1141831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1141836.750000 Penalty: 2954.902588
	Iteration 109Q: 3 clusters Score -1141837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1141838.875000 Penalty: 2954.902588
	Iteration 110Q: 3 clusters Score -1141839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1141839.875000 Penalty: 2954.902588
	Iteration 111Q: 3 clusters Score -1141840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1141840.875000 Penalty: 2954.902588
	Iteration 112Q: 3 clusters Score -1141841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1141843.125000 Penalty: 2954.902588
	Iteration 113Q: 3 clusters Score -1141843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1141846.375000 Penalty: 2954.902588
	Iteration 114Q: 3 clusters Score -1141846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1141846.625000 Penalty: 2954.902588
	Iteration 115Q: 3 clusters Score -1141847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1141847.750000 Penalty: 2954.902588
	Iteration 116Q: 3 clusters Score -1141848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1141849.875000 Penalty: 2954.902588
	Iteration 117Q: 3 clusters Score -1141850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1141852.375000 Penalty: 2954.902588
	Iteration 118Q: 3 clusters Score -1141852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1141853.500000 Penalty: 2954.902588
	Iteration 119Q: 3 clusters Score -1141854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1141852.125000 Penalty: 2954.902588
	Iteration 120F: 3 clusters Score -1141852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1141852.875000 Penalty: 2954.902588
	Iteration 121Q: 3 clusters Score -1141853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1141852.250000 Penalty: 2954.902588
	Iteration 122Q: 3 clusters Score -1141852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1141854.875000 Penalty: 2954.902588
	Iteration 123Q: 3 clusters Score -1141855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1141855.000000 Penalty: 2954.902588
	Iteration 124Q: 3 clusters Score -1141855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1141856.000000 Penalty: 2954.902588
	Iteration 125Q: 3 clusters Score -1141856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1141857.000000 Penalty: 2954.902588
	Iteration 126Q: 3 clusters Score -1141857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1141855.625000 Penalty: 2954.902588
	Iteration 127Q: 3 clusters Score -1141856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1141855.500000 Penalty: 2954.902588
	Iteration 128Q: 3 clusters Score -1141856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1141857.250000 Penalty: 2954.902588
	Iteration 129Q: 3 clusters Score -1141857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1141857.250000 Penalty: 2954.902588
	Iteration 130F: 3 clusters Score -1141857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32627.636719 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32627.64 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32931.917969 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32931.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33177.523438 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33177.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33399.535156 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33399.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33493.964844 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33493.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33545.621094 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33545.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33588.910156 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33588.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33609.601562 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33619.339844 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33619.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33631.519531 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33631.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33638.351562 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33638.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33644.558594 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -33644.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33644.558594 Penalty: 1983.331543
	Iteration 12F: 3 clusters Score -33644.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 222 members 
Entering Unmasked Estep 
Score: -85967464.000000 Penalty: 102362.921875
Splitting cluster 24 changes total score from -85969200.000000 to -85967464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (60218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Entering Unmasked Estep 
Score: -8003596.000000 Penalty: 1788.430664
	Iteration 0F: 2 clusters Score -8003596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -7963632.500000 Penalty: 3576.861328
	Iteration 0F: 3 clusters Score -7963632 nChanged 28307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -7979853.000000 Penalty: 3576.861328
	Iteration 1F: 3 clusters Score -7979853 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -7980353.500000 Penalty: 3576.861328
	Iteration 2Q: 3 clusters Score -7980354 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -7980933.500000 Penalty: 3576.861328
	Iteration 3Q: 3 clusters Score -7980934 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -7981745.500000 Penalty: 3576.861328
	Iteration 4Q: 3 clusters Score -7981746 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -7982915.500000 Penalty: 3576.861328
	Iteration 5Q: 3 clusters Score -7982916 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7984628.500000 Penalty: 3576.861328
	Iteration 6F: 3 clusters Score -7984628 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -7987149.500000 Penalty: 3576.861328
	Iteration 7F: 3 clusters Score -7987150 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -7990306.500000 Penalty: 3576.861328
	Iteration 8F: 3 clusters Score -7990306 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -7993090.500000 Penalty: 3576.861328
	Iteration 9F: 3 clusters Score -7993090 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -7995087.000000 Penalty: 3576.861328
	Iteration 10Q: 3 clusters Score -7995087 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -7996405.500000 Penalty: 3576.861328
	Iteration 11Q: 3 clusters Score -7996406 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -7997359.000000 Penalty: 3576.861328
	Iteration 12Q: 3 clusters Score -7997359 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7998132.000000 Penalty: 3576.861328
	Iteration 13Q: 3 clusters Score -7998132 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -7998877.500000 Penalty: 3576.861328
	Iteration 14Q: 3 clusters Score -7998878 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -7999428.500000 Penalty: 3576.861328
	Iteration 15Q: 3 clusters Score -7999428 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7999933.000000 Penalty: 3576.861328
	Iteration 16Q: 3 clusters Score -7999933 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -8000281.000000 Penalty: 3576.861328
	Iteration 17Q: 3 clusters Score -8000281 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -8000622.000000 Penalty: 3576.861328
	Iteration 18Q: 3 clusters Score -8000622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -8000822.500000 Penalty: 3576.861328
	Iteration 19Q: 3 clusters Score -8000822 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -8000987.000000 Penalty: 3576.861328
	Iteration 20F: 3 clusters Score -8000987 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -8001162.500000 Penalty: 3576.861328
	Iteration 21Q: 3 clusters Score -8001162 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -8001325.000000 Penalty: 3576.861328
	Iteration 22Q: 3 clusters Score -8001325 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -8001502.500000 Penalty: 3576.861328
	Iteration 23Q: 3 clusters Score -8001502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -8001616.000000 Penalty: 3576.861328
	Iteration 24Q: 3 clusters Score -8001616 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -8001711.500000 Penalty: 3576.861328
	Iteration 25Q: 3 clusters Score -8001712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -8001761.000000 Penalty: 3576.861328
	Iteration 26Q: 3 clusters Score -8001761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -8001834.500000 Penalty: 3576.861328
	Iteration 27Q: 3 clusters Score -8001834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -8001882.500000 Penalty: 3576.861328
	Iteration 28Q: 3 clusters Score -8001882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -8001919.000000 Penalty: 3576.861328
	Iteration 29Q: 3 clusters Score -8001919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -8001969.500000 Penalty: 3576.861328
	Iteration 30Q: 3 clusters Score -8001970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -8002028.500000 Penalty: 3576.861328
	Iteration 31Q: 3 clusters Score -8002028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -8002043.500000 Penalty: 3576.861328
	Iteration 32Q: 3 clusters Score -8002044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -8002054.500000 Penalty: 3576.861328
	Iteration 33Q: 3 clusters Score -8002054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -8002071.500000 Penalty: 3576.861328
	Iteration 34Q: 3 clusters Score -8002072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -8002088.500000 Penalty: 3576.861328
	Iteration 35Q: 3 clusters Score -8002088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -8002103.000000 Penalty: 3576.861328
	Iteration 36Q: 3 clusters Score -8002103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -8002109.500000 Penalty: 3576.861328
	Iteration 37Q: 3 clusters Score -8002110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -8002123.000000 Penalty: 3576.861328
	Iteration 38Q: 3 clusters Score -8002123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -8002120.500000 Penalty: 3576.861328
	Iteration 39Q: 3 clusters Score -8002120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -8002134.000000 Penalty: 3576.861328
	Iteration 40F: 3 clusters Score -8002134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -8002130.500000 Penalty: 3576.861328
	Iteration 41Q: 3 clusters Score -8002130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -8002130.000000 Penalty: 3576.861328
	Iteration 42Q: 3 clusters Score -8002130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -8002131.000000 Penalty: 3576.861328
	Iteration 43Q: 3 clusters Score -8002131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -8002134.000000 Penalty: 3576.861328
	Iteration 44Q: 3 clusters Score -8002134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -8002137.500000 Penalty: 3576.861328
	Iteration 45Q: 3 clusters Score -8002138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -8002133.500000 Penalty: 3576.861328
	Iteration 46Q: 3 clusters Score -8002134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -8002143.000000 Penalty: 3576.861328
	Iteration 47Q: 3 clusters Score -8002143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -8002158.500000 Penalty: 3576.861328
	Iteration 48Q: 3 clusters Score -8002158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -8002153.500000 Penalty: 3576.861328
	Iteration 49Q: 3 clusters Score -8002154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -8002149.500000 Penalty: 3576.861328
	Iteration 50Q: 3 clusters Score -8002150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -8002148.500000 Penalty: 3576.861328
	Iteration 51Q: 3 clusters Score -8002148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -8002150.000000 Penalty: 3576.861328
	Iteration 52Q: 3 clusters Score -8002150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -8002156.500000 Penalty: 3576.861328
	Iteration 53Q: 3 clusters Score -8002156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -8002157.500000 Penalty: 3576.861328
	Iteration 54Q: 3 clusters Score -8002158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -8002157.500000 Penalty: 3576.861328
	Iteration 55F: 3 clusters Score -8002158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -112940.070312 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -112940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111557.515625 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -111557.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111860.187500 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -111860.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111983.820312 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -111983.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112034.617188 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -112034.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112078.859375 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -112078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112111.406250 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -112111.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112171.062500 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -112171.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112216.554688 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -112216.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112258.789062 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -112258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112305.023438 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -112305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112327.757812 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -112327.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112342.179688 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -112342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112352.757812 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -112352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112366.078125 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -112366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112374.835938 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -112374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112387.164062 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -112387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112406.765625 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -112406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112436.921875 Penalty: 2230.396240
	Iteration 17Q: 3 clusters Score -112436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112458.539062 Penalty: 2230.396240
	Iteration 18Q: 3 clusters Score -112458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112466.843750 Penalty: 2230.396240
	Iteration 19Q: 3 clusters Score -112466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112475.554688 Penalty: 2230.396240
	Iteration 20F: 3 clusters Score -112475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112488.421875 Penalty: 2230.396240
	Iteration 21Q: 3 clusters Score -112488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112496.625000 Penalty: 2230.396240
	Iteration 22Q: 3 clusters Score -112496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -112502.476562 Penalty: 2230.396240
	Iteration 23Q: 3 clusters Score -112502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112507.375000 Penalty: 2230.396240
	Iteration 24Q: 3 clusters Score -112507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112511.343750 Penalty: 2230.396240
	Iteration 25Q: 3 clusters Score -112511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112515.421875 Penalty: 2230.396240
	Iteration 26Q: 3 clusters Score -112515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112522.664062 Penalty: 2230.396240
	Iteration 27Q: 3 clusters Score -112522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112525.640625 Penalty: 2230.396240
	Iteration 28Q: 3 clusters Score -112525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112526.789062 Penalty: 2230.396240
	Iteration 29Q: 3 clusters Score -112526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112526.789062 Penalty: 2230.396240
	Iteration 30F: 3 clusters Score -112526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -73112.843750 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -73112.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71973.648438 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -71973.65 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72211.296875 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -72211.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72301.945312 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -72301.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72390.250000 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -72390.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72448.015625 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -72448.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72477.492188 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -72477.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72505.687500 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -72505.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72528.960938 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -72528.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72557.304688 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -72557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72565.585938 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -72565.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72571.453125 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -72571.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72573.648438 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -72573.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72573.648438 Penalty: 2100.991211
	Iteration 12F: 3 clusters Score -72573.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1319683.625000 Penalty: 1501.389038
	Iteration 0F: 2 clusters Score -1319684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1312338.375000 Penalty: 3002.778076
	Iteration 0F: 3 clusters Score -1312338 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1314684.625000 Penalty: 3002.778076
	Iteration 1F: 3 clusters Score -1314685 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1314976.625000 Penalty: 3002.778076
	Iteration 2F: 3 clusters Score -1314977 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1315240.250000 Penalty: 3002.778076
	Iteration 3F: 3 clusters Score -1315240 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1315483.000000 Penalty: 3002.778076
	Iteration 4F: 3 clusters Score -1315483 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1315699.750000 Penalty: 3002.778076
	Iteration 5Q: 3 clusters Score -1315700 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1315915.625000 Penalty: 3002.778076
	Iteration 6Q: 3 clusters Score -1315916 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1316122.375000 Penalty: 3002.778076
	Iteration 7Q: 3 clusters Score -1316122 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1316287.625000 Penalty: 3002.778076
	Iteration 8Q: 3 clusters Score -1316288 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1316427.500000 Penalty: 3002.778076
	Iteration 9Q: 3 clusters Score -1316428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1316569.250000 Penalty: 3002.778076
	Iteration 10Q: 3 clusters Score -1316569 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1316702.875000 Penalty: 3002.778076
	Iteration 11Q: 3 clusters Score -1316703 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1316809.375000 Penalty: 3002.778076
	Iteration 12Q: 3 clusters Score -1316809 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1316890.875000 Penalty: 3002.778076
	Iteration 13Q: 3 clusters Score -1316891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1316972.000000 Penalty: 3002.778076
	Iteration 14Q: 3 clusters Score -1316972 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1317048.750000 Penalty: 3002.778076
	Iteration 15Q: 3 clusters Score -1317049 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1317117.750000 Penalty: 3002.778076
	Iteration 16Q: 3 clusters Score -1317118 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1317180.250000 Penalty: 3002.778076
	Iteration 17Q: 3 clusters Score -1317180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1317247.625000 Penalty: 3002.778076
	Iteration 18Q: 3 clusters Score -1317248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1317306.250000 Penalty: 3002.778076
	Iteration 19Q: 3 clusters Score -1317306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1317358.125000 Penalty: 3002.778076
	Iteration 20F: 3 clusters Score -1317358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1317416.500000 Penalty: 3002.778076
	Iteration 21Q: 3 clusters Score -1317416 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1317470.625000 Penalty: 3002.778076
	Iteration 22Q: 3 clusters Score -1317471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1317517.625000 Penalty: 3002.778076
	Iteration 23Q: 3 clusters Score -1317518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1317559.375000 Penalty: 3002.778076
	Iteration 24Q: 3 clusters Score -1317559 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1317601.250000 Penalty: 3002.778076
	Iteration 25Q: 3 clusters Score -1317601 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1317656.625000 Penalty: 3002.778076
	Iteration 26Q: 3 clusters Score -1317657 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1317700.750000 Penalty: 3002.778076
	Iteration 27Q: 3 clusters Score -1317701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1317746.500000 Penalty: 3002.778076
	Iteration 28Q: 3 clusters Score -1317746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1317794.625000 Penalty: 3002.778076
	Iteration 29Q: 3 clusters Score -1317795 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1317839.375000 Penalty: 3002.778076
	Iteration 30Q: 3 clusters Score -1317839 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1317890.875000 Penalty: 3002.778076
	Iteration 31Q: 3 clusters Score -1317891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1317931.875000 Penalty: 3002.778076
	Iteration 32Q: 3 clusters Score -1317932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1317967.250000 Penalty: 3002.778076
	Iteration 33Q: 3 clusters Score -1317967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1318003.000000 Penalty: 3002.778076
	Iteration 34Q: 3 clusters Score -1318003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1318029.625000 Penalty: 3002.778076
	Iteration 35Q: 3 clusters Score -1318030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1318057.875000 Penalty: 3002.778076
	Iteration 36Q: 3 clusters Score -1318058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1318084.625000 Penalty: 3002.778076
	Iteration 37Q: 3 clusters Score -1318085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1318107.375000 Penalty: 3002.778076
	Iteration 38Q: 3 clusters Score -1318107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1318135.125000 Penalty: 3002.778076
	Iteration 39Q: 3 clusters Score -1318135 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1318177.750000 Penalty: 3002.778076
	Iteration 40F: 3 clusters Score -1318178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1318207.500000 Penalty: 3002.778076
	Iteration 41Q: 3 clusters Score -1318208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1318229.500000 Penalty: 3002.778076
	Iteration 42Q: 3 clusters Score -1318230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1318260.750000 Penalty: 3002.778076
	Iteration 43Q: 3 clusters Score -1318261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1318284.375000 Penalty: 3002.778076
	Iteration 44Q: 3 clusters Score -1318284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1318303.375000 Penalty: 3002.778076
	Iteration 45Q: 3 clusters Score -1318303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1318323.375000 Penalty: 3002.778076
	Iteration 46Q: 3 clusters Score -1318323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1318339.250000 Penalty: 3002.778076
	Iteration 47Q: 3 clusters Score -1318339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1318349.875000 Penalty: 3002.778076
	Iteration 48Q: 3 clusters Score -1318350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1318361.375000 Penalty: 3002.778076
	Iteration 49Q: 3 clusters Score -1318361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1318374.000000 Penalty: 3002.778076
	Iteration 50Q: 3 clusters Score -1318374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1318381.875000 Penalty: 3002.778076
	Iteration 51Q: 3 clusters Score -1318382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1318396.625000 Penalty: 3002.778076
	Iteration 52Q: 3 clusters Score -1318397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1318410.750000 Penalty: 3002.778076
	Iteration 53Q: 3 clusters Score -1318411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1318415.125000 Penalty: 3002.778076
	Iteration 54Q: 3 clusters Score -1318415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1318422.500000 Penalty: 3002.778076
	Iteration 55Q: 3 clusters Score -1318422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1318426.875000 Penalty: 3002.778076
	Iteration 56Q: 3 clusters Score -1318427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1318434.000000 Penalty: 3002.778076
	Iteration 57Q: 3 clusters Score -1318434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1318434.125000 Penalty: 3002.778076
	Iteration 58Q: 3 clusters Score -1318434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1318434.750000 Penalty: 3002.778076
	Iteration 59Q: 3 clusters Score -1318435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1318436.500000 Penalty: 3002.778076
	Iteration 60F: 3 clusters Score -1318436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1318432.625000 Penalty: 3002.778076
	Iteration 61Q: 3 clusters Score -1318433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1318434.125000 Penalty: 3002.778076
	Iteration 62Q: 3 clusters Score -1318434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1318436.500000 Penalty: 3002.778076
	Iteration 63Q: 3 clusters Score -1318436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1318434.875000 Penalty: 3002.778076
	Iteration 64Q: 3 clusters Score -1318435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1318438.000000 Penalty: 3002.778076
	Iteration 65Q: 3 clusters Score -1318438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1318440.750000 Penalty: 3002.778076
	Iteration 66Q: 3 clusters Score -1318441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1318440.625000 Penalty: 3002.778076
	Iteration 67Q: 3 clusters Score -1318441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1318441.500000 Penalty: 3002.778076
	Iteration 68Q: 3 clusters Score -1318442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1318439.375000 Penalty: 3002.778076
	Iteration 69Q: 3 clusters Score -1318439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1318438.875000 Penalty: 3002.778076
	Iteration 70Q: 3 clusters Score -1318439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1318437.250000 Penalty: 3002.778076
	Iteration 71Q: 3 clusters Score -1318437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1318438.875000 Penalty: 3002.778076
	Iteration 72Q: 3 clusters Score -1318439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1318441.875000 Penalty: 3002.778076
	Iteration 73Q: 3 clusters Score -1318442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1318441.625000 Penalty: 3002.778076
	Iteration 74Q: 3 clusters Score -1318442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1318439.875000 Penalty: 3002.778076
	Iteration 75Q: 3 clusters Score -1318440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1318444.250000 Penalty: 3002.778076
	Iteration 76Q: 3 clusters Score -1318444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1318442.125000 Penalty: 3002.778076
	Iteration 77Q: 3 clusters Score -1318442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1318444.250000 Penalty: 3002.778076
	Iteration 78Q: 3 clusters Score -1318444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1318449.125000 Penalty: 3002.778076
	Iteration 79Q: 3 clusters Score -1318449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1318456.875000 Penalty: 3002.778076
	Iteration 80F: 3 clusters Score -1318457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1318459.000000 Penalty: 3002.778076
	Iteration 81Q: 3 clusters Score -1318459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1318460.750000 Penalty: 3002.778076
	Iteration 82Q: 3 clusters Score -1318461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1318463.500000 Penalty: 3002.778076
	Iteration 83Q: 3 clusters Score -1318464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1318468.250000 Penalty: 3002.778076
	Iteration 84Q: 3 clusters Score -1318468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1318469.750000 Penalty: 3002.778076
	Iteration 85Q: 3 clusters Score -1318470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1318470.750000 Penalty: 3002.778076
	Iteration 86Q: 3 clusters Score -1318471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1318473.125000 Penalty: 3002.778076
	Iteration 87Q: 3 clusters Score -1318473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1318475.875000 Penalty: 3002.778076
	Iteration 88Q: 3 clusters Score -1318476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1318474.500000 Penalty: 3002.778076
	Iteration 89Q: 3 clusters Score -1318474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1318474.500000 Penalty: 3002.778076
	Iteration 90F: 3 clusters Score -1318474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -45788.792969 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -45788.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44836.179688 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -44836.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44991.500000 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -44991.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45025.003906 Penalty: 1921.008911
	Iteration 2Q: 3 clusters Score -45025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45034.292969 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -45034.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45036.625000 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -45036.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45036.625000 Penalty: 1921.008911
	Iteration 5F: 3 clusters Score -45036.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Entering Unmasked Estep 
Score: -2685210.750000 Penalty: 1578.479248
	Iteration 0F: 2 clusters Score -2685211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2673828.000000 Penalty: 3156.958496
	Iteration 0F: 3 clusters Score -2673828 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2678065.750000 Penalty: 3156.958496
	Iteration 1F: 3 clusters Score -2678066 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2678759.250000 Penalty: 3156.958496
	Iteration 2F: 3 clusters Score -2678759 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2679542.000000 Penalty: 3156.958496
	Iteration 3F: 3 clusters Score -2679542 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2680329.500000 Penalty: 3156.958496
	Iteration 4F: 3 clusters Score -2680330 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2681126.000000 Penalty: 3156.958496
	Iteration 5F: 3 clusters Score -2681126 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2681853.500000 Penalty: 3156.958496
	Iteration 6F: 3 clusters Score -2681854 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2682401.500000 Penalty: 3156.958496
	Iteration 7Q: 3 clusters Score -2682402 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2682812.750000 Penalty: 3156.958496
	Iteration 8Q: 3 clusters Score -2682813 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2683120.250000 Penalty: 3156.958496
	Iteration 9Q: 3 clusters Score -2683120 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2683342.750000 Penalty: 3156.958496
	Iteration 10Q: 3 clusters Score -2683343 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2683491.250000 Penalty: 3156.958496
	Iteration 11Q: 3 clusters Score -2683491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2683596.000000 Penalty: 3156.958496
	Iteration 12Q: 3 clusters Score -2683596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2683680.500000 Penalty: 3156.958496
	Iteration 13Q: 3 clusters Score -2683680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2683742.000000 Penalty: 3156.958496
	Iteration 14Q: 3 clusters Score -2683742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2683784.750000 Penalty: 3156.958496
	Iteration 15Q: 3 clusters Score -2683785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2683833.500000 Penalty: 3156.958496
	Iteration 16Q: 3 clusters Score -2683834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2683859.250000 Penalty: 3156.958496
	Iteration 17Q: 3 clusters Score -2683859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2683907.000000 Penalty: 3156.958496
	Iteration 18Q: 3 clusters Score -2683907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2683935.500000 Penalty: 3156.958496
	Iteration 19Q: 3 clusters Score -2683936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2683947.500000 Penalty: 3156.958496
	Iteration 20F: 3 clusters Score -2683948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2683965.750000 Penalty: 3156.958496
	Iteration 21Q: 3 clusters Score -2683966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2683968.250000 Penalty: 3156.958496
	Iteration 22Q: 3 clusters Score -2683968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2683973.000000 Penalty: 3156.958496
	Iteration 23Q: 3 clusters Score -2683973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2683981.750000 Penalty: 3156.958496
	Iteration 24Q: 3 clusters Score -2683982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2683987.500000 Penalty: 3156.958496
	Iteration 25Q: 3 clusters Score -2683988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 3156.958496
	Iteration 26Q: 3 clusters Score -2683999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2684001.750000 Penalty: 3156.958496
	Iteration 27Q: 3 clusters Score -2684002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2684009.500000 Penalty: 3156.958496
	Iteration 28Q: 3 clusters Score -2684010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2684010.250000 Penalty: 3156.958496
	Iteration 29Q: 3 clusters Score -2684010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2684017.500000 Penalty: 3156.958496
	Iteration 30Q: 3 clusters Score -2684018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2684015.500000 Penalty: 3156.958496
	Iteration 31Q: 3 clusters Score -2684016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2684019.000000 Penalty: 3156.958496
	Iteration 32Q: 3 clusters Score -2684019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2684020.500000 Penalty: 3156.958496
	Iteration 33Q: 3 clusters Score -2684020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2684022.750000 Penalty: 3156.958496
	Iteration 34Q: 3 clusters Score -2684023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2684028.500000 Penalty: 3156.958496
	Iteration 35Q: 3 clusters Score -2684028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2684028.000000 Penalty: 3156.958496
	Iteration 36Q: 3 clusters Score -2684028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2684024.750000 Penalty: 3156.958496
	Iteration 37Q: 3 clusters Score -2684025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2684031.750000 Penalty: 3156.958496
	Iteration 38Q: 3 clusters Score -2684032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2684027.250000 Penalty: 3156.958496
	Iteration 39Q: 3 clusters Score -2684027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2684027.250000 Penalty: 3156.958496
	Iteration 40F: 3 clusters Score -2684027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Entering Unmasked Estep 
Score: -9899746.000000 Penalty: 1822.030518
	Iteration 0F: 2 clusters Score -9899746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9854909.000000 Penalty: 3644.061035
	Iteration 0F: 3 clusters Score -9854909 nChanged 35066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -9874744.000000 Penalty: 3644.061035
	Iteration 1F: 3 clusters Score -9874744 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -9875792.000000 Penalty: 3644.061035
	Iteration 2Q: 3 clusters Score -9875792 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -9877216.000000 Penalty: 3644.061035
	Iteration 3Q: 3 clusters Score -9877216 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -9879440.000000 Penalty: 3644.061035
	Iteration 4Q: 3 clusters Score -9879440 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -9882766.000000 Penalty: 3644.061035
	Iteration 5F: 3 clusters Score -9882766 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -9886915.000000 Penalty: 3644.061035
	Iteration 6F: 3 clusters Score -9886915 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -9890744.000000 Penalty: 3644.061035
	Iteration 7F: 3 clusters Score -9890744 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -9893718.000000 Penalty: 3644.061035
	Iteration 8F: 3 clusters Score -9893718 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -9895395.000000 Penalty: 3644.061035
	Iteration 9Q: 3 clusters Score -9895395 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -9896357.000000 Penalty: 3644.061035
	Iteration 10Q: 3 clusters Score -9896357 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -9896947.000000 Penalty: 3644.061035
	Iteration 11Q: 3 clusters Score -9896947 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -9897320.000000 Penalty: 3644.061035
	Iteration 12Q: 3 clusters Score -9897320 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -9897605.000000 Penalty: 3644.061035
	Iteration 13Q: 3 clusters Score -9897605 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -9897786.000000 Penalty: 3644.061035
	Iteration 14Q: 3 clusters Score -9897786 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -9897959.000000 Penalty: 3644.061035
	Iteration 15Q: 3 clusters Score -9897959 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -9898060.000000 Penalty: 3644.061035
	Iteration 16Q: 3 clusters Score -9898060 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -9898151.000000 Penalty: 3644.061035
	Iteration 17Q: 3 clusters Score -9898151 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -9898193.000000 Penalty: 3644.061035
	Iteration 18Q: 3 clusters Score -9898193 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -9898250.000000 Penalty: 3644.061035
	Iteration 19Q: 3 clusters Score -9898250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -9898339.000000 Penalty: 3644.061035
	Iteration 20F: 3 clusters Score -9898339 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9898353.000000 Penalty: 3644.061035
	Iteration 21Q: 3 clusters Score -9898353 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -9898391.000000 Penalty: 3644.061035
	Iteration 22Q: 3 clusters Score -9898391 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -9898421.000000 Penalty: 3644.061035
	Iteration 23Q: 3 clusters Score -9898421 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -9898444.000000 Penalty: 3644.061035
	Iteration 24Q: 3 clusters Score -9898444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -9898493.000000 Penalty: 3644.061035
	Iteration 25Q: 3 clusters Score -9898493 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -9898545.000000 Penalty: 3644.061035
	Iteration 26Q: 3 clusters Score -9898545 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -9898582.000000 Penalty: 3644.061035
	Iteration 27Q: 3 clusters Score -9898582 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -9898639.000000 Penalty: 3644.061035
	Iteration 28Q: 3 clusters Score -9898639 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -9898691.000000 Penalty: 3644.061035
	Iteration 29Q: 3 clusters Score -9898691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -9898686.000000 Penalty: 3644.061035
	Iteration 30Q: 3 clusters Score -9898686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -9898700.000000 Penalty: 3644.061035
	Iteration 31Q: 3 clusters Score -9898700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -9898720.000000 Penalty: 3644.061035
	Iteration 32Q: 3 clusters Score -9898720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -9898723.000000 Penalty: 3644.061035
	Iteration 33Q: 3 clusters Score -9898723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -9898713.000000 Penalty: 3644.061035
	Iteration 34Q: 3 clusters Score -9898713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9898730.000000 Penalty: 3644.061035
	Iteration 35Q: 3 clusters Score -9898730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -9898732.000000 Penalty: 3644.061035
	Iteration 36Q: 3 clusters Score -9898732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -9898719.000000 Penalty: 3644.061035
	Iteration 37Q: 3 clusters Score -9898719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -9898721.000000 Penalty: 3644.061035
	Iteration 38Q: 3 clusters Score -9898721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -9898716.000000 Penalty: 3644.061035
	Iteration 39Q: 3 clusters Score -9898716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -9898711.000000 Penalty: 3644.061035
	Iteration 40F: 3 clusters Score -9898711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -9898716.000000 Penalty: 3644.061035
	Iteration 41Q: 3 clusters Score -9898716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -9898727.000000 Penalty: 3644.061035
	Iteration 42Q: 3 clusters Score -9898727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -9898730.000000 Penalty: 3644.061035
	Iteration 43Q: 3 clusters Score -9898730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -9898740.000000 Penalty: 3644.061035
	Iteration 44Q: 3 clusters Score -9898740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9898751.000000 Penalty: 3644.061035
	Iteration 45Q: 3 clusters Score -9898751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -9898758.000000 Penalty: 3644.061035
	Iteration 46Q: 3 clusters Score -9898758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -9898750.000000 Penalty: 3644.061035
	Iteration 47Q: 3 clusters Score -9898750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -9898757.000000 Penalty: 3644.061035
	Iteration 48Q: 3 clusters Score -9898757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -9898740.000000 Penalty: 3644.061035
	Iteration 49Q: 3 clusters Score -9898740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9898747.000000 Penalty: 3644.061035
	Iteration 50Q: 3 clusters Score -9898747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -9898747.000000 Penalty: 3644.061035
	Iteration 51Q: 3 clusters Score -9898747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -9898765.000000 Penalty: 3644.061035
	Iteration 52Q: 3 clusters Score -9898765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -9898753.000000 Penalty: 3644.061035
	Iteration 53Q: 3 clusters Score -9898753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9898767.000000 Penalty: 3644.061035
	Iteration 54Q: 3 clusters Score -9898767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -9898761.000000 Penalty: 3644.061035
	Iteration 55Q: 3 clusters Score -9898761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -9898754.000000 Penalty: 3644.061035
	Iteration 56Q: 3 clusters Score -9898754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -9898752.000000 Penalty: 3644.061035
	Iteration 57Q: 3 clusters Score -9898752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -9898752.000000 Penalty: 3644.061035
	Iteration 58Q: 3 clusters Score -9898752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -9898748.000000 Penalty: 3644.061035
	Iteration 59Q: 3 clusters Score -9898748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9898747.000000 Penalty: 3644.061035
	Iteration 60F: 3 clusters Score -9898747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -9898742.000000 Penalty: 3644.061035
	Iteration 61Q: 3 clusters Score -9898742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -9898739.000000 Penalty: 3644.061035
	Iteration 62Q: 3 clusters Score -9898739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9898740.000000 Penalty: 3644.061035
	Iteration 63Q: 3 clusters Score -9898740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -9898734.000000 Penalty: 3644.061035
	Iteration 64Q: 3 clusters Score -9898734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -9898744.000000 Penalty: 3644.061035
	Iteration 65Q: 3 clusters Score -9898744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9898733.000000 Penalty: 3644.061035
	Iteration 66Q: 3 clusters Score -9898733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -9898741.000000 Penalty: 3644.061035
	Iteration 67Q: 3 clusters Score -9898741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -9898742.000000 Penalty: 3644.061035
	Iteration 68Q: 3 clusters Score -9898742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9898740.000000 Penalty: 3644.061035
	Iteration 69Q: 3 clusters Score -9898740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9898741.000000 Penalty: 3644.061035
	Iteration 70Q: 3 clusters Score -9898741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -9898758.000000 Penalty: 3644.061035
	Iteration 71Q: 3 clusters Score -9898758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -9898766.000000 Penalty: 3644.061035
	Iteration 72Q: 3 clusters Score -9898766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -9898755.000000 Penalty: 3644.061035
	Iteration 73Q: 3 clusters Score -9898755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -9898748.000000 Penalty: 3644.061035
	Iteration 74Q: 3 clusters Score -9898748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -9898754.000000 Penalty: 3644.061035
	Iteration 75Q: 3 clusters Score -9898754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -9898755.000000 Penalty: 3644.061035
	Iteration 76Q: 3 clusters Score -9898755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -9898755.000000 Penalty: 3644.061035
	Iteration 77F: 3 clusters Score -9898755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15813.875977 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15813.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15937.165039 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15937.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15987.264648 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -15987.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16004.764648 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -16004.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16041.336914 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16041.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16069.099609 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16076.518555 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16076.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16080.182617 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16080.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16080.182617 Penalty: 1805.969116
	Iteration 8F: 3 clusters Score -16080.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26553.718750 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26553.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26677.398438 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26677.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26795.638672 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26795.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26886.937500 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -26886.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26913.341797 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -26913.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26915.970703 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -26915.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26916.833984 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -26916.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26916.833984 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -26916.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -325017.625000 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -325017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -322590.312500 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -322590.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -323159.093750 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -323159.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -323333.437500 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -323333.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323532.406250 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -323532.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323774.000000 Penalty: 2552.926025
	Iteration 4F: 3 clusters Score -323774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -324041.625000 Penalty: 2552.926025
	Iteration 5F: 3 clusters Score -324041.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -324242.875000 Penalty: 2552.926025
	Iteration 6F: 3 clusters Score -324242.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -324350.406250 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -324350.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324418.031250 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -324418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324460.437500 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -324460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -324483.781250 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -324483.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -324497.156250 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -324497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -324501.187500 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -324501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -324504.468750 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -324504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -324505.187500 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -324505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -324505.218750 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -324505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -324506.437500 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -324506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -324506.437500 Penalty: 2552.926025
	Iteration 17F: 3 clusters Score -324506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67738.140625 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67738.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67922.960938 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67922.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68003.351562 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -68003.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68123.773438 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -68123.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68171.531250 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -68171.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68205.710938 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -68205.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68215.171875 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -68215.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68232.429688 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -68232.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68254.179688 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -68254.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68266.671875 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -68266.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68273.843750 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -68273.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68273.843750 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -68273.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6434.979980 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6434.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6594.817871 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6594.818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6645.669922 Penalty: 1657.456543
	Iteration 2F: 3 clusters Score -6645.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6665.486816 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6665.487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6674.995117 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6674.995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6708.002930 Penalty: 1657.456543
	Iteration 5Q: 3 clusters Score -6708.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6722.517578 Penalty: 1657.456543
	Iteration 6Q: 3 clusters Score -6722.518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6722.517578 Penalty: 1657.456543
	Iteration 7F: 3 clusters Score -6722.518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24533.410156 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -24533.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23777.417969 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -23777.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23886.603516 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -23886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23935.582031 Penalty: 1767.375732
	Iteration 2Q: 3 clusters Score -23935.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23951.107422 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -23951.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23962.291016 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -23962.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23970.513672 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -23970.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23978.568359 Penalty: 1767.375732
	Iteration 6Q: 3 clusters Score -23978.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23978.568359 Penalty: 1767.375732
	Iteration 7F: 3 clusters Score -23978.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -85228.812500 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -85228.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84130.367188 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -84130.37 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84396.414062 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -84396.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84504.671875 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -84504.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84558.054688 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -84558.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84598.101562 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -84598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84647.960938 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -84647.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84673.062500 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -84673.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84683.984375 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -84683.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84688.507812 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -84688.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84694.960938 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -84694.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84701.054688 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -84701.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84714.523438 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -84714.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84720.835938 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -84720.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84720.835938 Penalty: 2102.001953
	Iteration 13F: 3 clusters Score -84720.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Entering Unmasked Estep 
Score: -3390598.000000 Penalty: 1652.941650
	Iteration 0F: 2 clusters Score -3390598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3373054.500000 Penalty: 3305.883301
	Iteration 0F: 3 clusters Score -3373054 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3380010.000000 Penalty: 3305.883301
	Iteration 1F: 3 clusters Score -3380010 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3380734.000000 Penalty: 3305.883301
	Iteration 2F: 3 clusters Score -3380734 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3381719.000000 Penalty: 3305.883301
	Iteration 3F: 3 clusters Score -3381719 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3383000.750000 Penalty: 3305.883301
	Iteration 4F: 3 clusters Score -3383001 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3384525.250000 Penalty: 3305.883301
	Iteration 5F: 3 clusters Score -3384525 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3386066.250000 Penalty: 3305.883301
	Iteration 6F: 3 clusters Score -3386066 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3387159.750000 Penalty: 3305.883301
	Iteration 7F: 3 clusters Score -3387160 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3387712.500000 Penalty: 3305.883301
	Iteration 8Q: 3 clusters Score -3387712 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3387982.250000 Penalty: 3305.883301
	Iteration 9Q: 3 clusters Score -3387982 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3388136.250000 Penalty: 3305.883301
	Iteration 10Q: 3 clusters Score -3388136 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3388224.750000 Penalty: 3305.883301
	Iteration 11Q: 3 clusters Score -3388225 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3388276.000000 Penalty: 3305.883301
	Iteration 12Q: 3 clusters Score -3388276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3388318.750000 Penalty: 3305.883301
	Iteration 13Q: 3 clusters Score -3388319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3388356.250000 Penalty: 3305.883301
	Iteration 14Q: 3 clusters Score -3388356 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3388387.250000 Penalty: 3305.883301
	Iteration 15Q: 3 clusters Score -3388387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3388412.250000 Penalty: 3305.883301
	Iteration 16Q: 3 clusters Score -3388412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3388436.500000 Penalty: 3305.883301
	Iteration 17Q: 3 clusters Score -3388436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3388452.500000 Penalty: 3305.883301
	Iteration 18Q: 3 clusters Score -3388452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3388472.250000 Penalty: 3305.883301
	Iteration 19Q: 3 clusters Score -3388472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3388493.250000 Penalty: 3305.883301
	Iteration 20F: 3 clusters Score -3388493 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3388504.000000 Penalty: 3305.883301
	Iteration 21Q: 3 clusters Score -3388504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3388527.250000 Penalty: 3305.883301
	Iteration 22Q: 3 clusters Score -3388527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3388552.000000 Penalty: 3305.883301
	Iteration 23Q: 3 clusters Score -3388552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3388572.250000 Penalty: 3305.883301
	Iteration 24Q: 3 clusters Score -3388572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3388585.500000 Penalty: 3305.883301
	Iteration 25Q: 3 clusters Score -3388586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3388603.750000 Penalty: 3305.883301
	Iteration 26Q: 3 clusters Score -3388604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3388609.000000 Penalty: 3305.883301
	Iteration 27Q: 3 clusters Score -3388609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3388621.750000 Penalty: 3305.883301
	Iteration 28Q: 3 clusters Score -3388622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3388627.750000 Penalty: 3305.883301
	Iteration 29Q: 3 clusters Score -3388628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3388642.000000 Penalty: 3305.883301
	Iteration 30Q: 3 clusters Score -3388642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3388643.750000 Penalty: 3305.883301
	Iteration 31Q: 3 clusters Score -3388644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3388647.000000 Penalty: 3305.883301
	Iteration 32Q: 3 clusters Score -3388647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3388657.750000 Penalty: 3305.883301
	Iteration 33Q: 3 clusters Score -3388658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3388673.500000 Penalty: 3305.883301
	Iteration 34Q: 3 clusters Score -3388674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3388674.750000 Penalty: 3305.883301
	Iteration 35Q: 3 clusters Score -3388675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3388693.000000 Penalty: 3305.883301
	Iteration 36Q: 3 clusters Score -3388693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3388701.500000 Penalty: 3305.883301
	Iteration 37Q: 3 clusters Score -3388702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3388696.250000 Penalty: 3305.883301
	Iteration 38Q: 3 clusters Score -3388696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3388698.250000 Penalty: 3305.883301
	Iteration 39Q: 3 clusters Score -3388698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3388723.000000 Penalty: 3305.883301
	Iteration 40F: 3 clusters Score -3388723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3388732.500000 Penalty: 3305.883301
	Iteration 41Q: 3 clusters Score -3388732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3388741.000000 Penalty: 3305.883301
	Iteration 42Q: 3 clusters Score -3388741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3388733.750000 Penalty: 3305.883301
	Iteration 43Q: 3 clusters Score -3388734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3388744.750000 Penalty: 3305.883301
	Iteration 44Q: 3 clusters Score -3388745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3388752.750000 Penalty: 3305.883301
	Iteration 45Q: 3 clusters Score -3388753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3388764.250000 Penalty: 3305.883301
	Iteration 46Q: 3 clusters Score -3388764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3388773.000000 Penalty: 3305.883301
	Iteration 47Q: 3 clusters Score -3388773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3388768.000000 Penalty: 3305.883301
	Iteration 48Q: 3 clusters Score -3388768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3388775.750000 Penalty: 3305.883301
	Iteration 49Q: 3 clusters Score -3388776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3388781.250000 Penalty: 3305.883301
	Iteration 50Q: 3 clusters Score -3388781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3388782.250000 Penalty: 3305.883301
	Iteration 51Q: 3 clusters Score -3388782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3388783.500000 Penalty: 3305.883301
	Iteration 52Q: 3 clusters Score -3388784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3388789.750000 Penalty: 3305.883301
	Iteration 53Q: 3 clusters Score -3388790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3388786.000000 Penalty: 3305.883301
	Iteration 54Q: 3 clusters Score -3388786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3388787.000000 Penalty: 3305.883301
	Iteration 55Q: 3 clusters Score -3388787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3388787.250000 Penalty: 3305.883301
	Iteration 56Q: 3 clusters Score -3388787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3388788.500000 Penalty: 3305.883301
	Iteration 57Q: 3 clusters Score -3388788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3388791.500000 Penalty: 3305.883301
	Iteration 58Q: 3 clusters Score -3388792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3388790.000000 Penalty: 3305.883301
	Iteration 59Q: 3 clusters Score -3388790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3388786.000000 Penalty: 3305.883301
	Iteration 60F: 3 clusters Score -3388786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3388790.250000 Penalty: 3305.883301
	Iteration 61Q: 3 clusters Score -3388790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3388788.750000 Penalty: 3305.883301
	Iteration 62Q: 3 clusters Score -3388789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3388794.750000 Penalty: 3305.883301
	Iteration 63Q: 3 clusters Score -3388795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3388793.000000 Penalty: 3305.883301
	Iteration 64Q: 3 clusters Score -3388793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3388803.000000 Penalty: 3305.883301
	Iteration 65Q: 3 clusters Score -3388803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3388805.000000 Penalty: 3305.883301
	Iteration 66Q: 3 clusters Score -3388805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3388820.500000 Penalty: 3305.883301
	Iteration 67Q: 3 clusters Score -3388820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3388810.750000 Penalty: 3305.883301
	Iteration 68Q: 3 clusters Score -3388811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3388809.250000 Penalty: 3305.883301
	Iteration 69Q: 3 clusters Score -3388809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3388819.500000 Penalty: 3305.883301
	Iteration 70Q: 3 clusters Score -3388820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3388824.250000 Penalty: 3305.883301
	Iteration 71Q: 3 clusters Score -3388824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3388815.750000 Penalty: 3305.883301
	Iteration 72Q: 3 clusters Score -3388816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3388830.250000 Penalty: 3305.883301
	Iteration 73Q: 3 clusters Score -3388830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3388831.750000 Penalty: 3305.883301
	Iteration 74Q: 3 clusters Score -3388832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3388830.750000 Penalty: 3305.883301
	Iteration 75Q: 3 clusters Score -3388831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3388836.500000 Penalty: 3305.883301
	Iteration 76Q: 3 clusters Score -3388836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3388830.250000 Penalty: 3305.883301
	Iteration 77Q: 3 clusters Score -3388830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3388822.000000 Penalty: 3305.883301
	Iteration 78Q: 3 clusters Score -3388822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3388827.250000 Penalty: 3305.883301
	Iteration 79Q: 3 clusters Score -3388827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3388828.750000 Penalty: 3305.883301
	Iteration 80F: 3 clusters Score -3388829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3388833.250000 Penalty: 3305.883301
	Iteration 81Q: 3 clusters Score -3388833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3388831.000000 Penalty: 3305.883301
	Iteration 82Q: 3 clusters Score -3388831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3388833.500000 Penalty: 3305.883301
	Iteration 83Q: 3 clusters Score -3388834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3388833.250000 Penalty: 3305.883301
	Iteration 84Q: 3 clusters Score -3388833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3388833.250000 Penalty: 3305.883301
	Iteration 85F: 3 clusters Score -3388833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41308.386719 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -41308.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40403.503906 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -40403.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40622.605469 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -40622.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40738.550781 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -40738.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40872.964844 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -40872.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40980.695312 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -40980.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41060.968750 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -41060.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41120.023438 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -41120.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41165.718750 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -41165.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41236.050781 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -41236.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41264.023438 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -41264.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41314.062500 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -41314.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41339.847656 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -41339.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41352.164062 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -41352.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41353.835938 Penalty: 1981.874146
	Iteration 13Q: 3 clusters Score -41353.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41353.835938 Penalty: 1981.874146
	Iteration 14F: 3 clusters Score -41353.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Mstep: Class 47 contains 236 members 
Entering Unmasked Estep 
Score: -85967480.000000 Penalty: 102362.921875
Splitting cluster 40 changes total score from -85969200.000000 to -85967480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -694794.687500 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -694794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -690408.750000 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -690408.8 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -692065.437500 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -692065.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -692485.562500 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -692485.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -692826.125000 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -692826.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -693081.250000 Penalty: 2812.321289
	Iteration 4F: 3 clusters Score -693081.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -693266.500000 Penalty: 2812.321289
	Iteration 5Q: 3 clusters Score -693266.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -693379.250000 Penalty: 2812.321289
	Iteration 6Q: 3 clusters Score -693379.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -693465.562500 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -693465.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -693523.125000 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -693523.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -693583.812500 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -693583.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -693650.562500 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -693650.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -693720.812500 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -693720.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -693786.437500 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -693786.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -693831.187500 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -693831.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -693857.187500 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -693857.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -693883.625000 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -693883.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -693913.187500 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -693913.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -693943.500000 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -693943.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -693963.500000 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -693963.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -693977.000000 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -693977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -693991.875000 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -693991.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -694010.437500 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -694010.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -694029.062500 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -694029.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -694047.687500 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -694047.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -694061.562500 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -694061.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -694074.437500 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -694074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -694085.250000 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -694085.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -694098.437500 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -694098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -694110.312500 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -694110.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -694121.062500 Penalty: 2812.321289
	Iteration 29Q: 3 clusters Score -694121.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -694141.812500 Penalty: 2812.321289
	Iteration 30Q: 3 clusters Score -694141.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -694154.375000 Penalty: 2812.321289
	Iteration 31Q: 3 clusters Score -694154.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -694162.375000 Penalty: 2812.321289
	Iteration 32Q: 3 clusters Score -694162.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -694172.062500 Penalty: 2812.321289
	Iteration 33Q: 3 clusters Score -694172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -694178.250000 Penalty: 2812.321289
	Iteration 34Q: 3 clusters Score -694178.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -694187.187500 Penalty: 2812.321289
	Iteration 35Q: 3 clusters Score -694187.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -694194.687500 Penalty: 2812.321289
	Iteration 36Q: 3 clusters Score -694194.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -694200.250000 Penalty: 2812.321289
	Iteration 37Q: 3 clusters Score -694200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -694206.875000 Penalty: 2812.321289
	Iteration 38Q: 3 clusters Score -694206.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -694212.375000 Penalty: 2812.321289
	Iteration 39Q: 3 clusters Score -694212.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -694218.687500 Penalty: 2812.321289
	Iteration 40F: 3 clusters Score -694218.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -694223.562500 Penalty: 2812.321289
	Iteration 41Q: 3 clusters Score -694223.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -694228.187500 Penalty: 2812.321289
	Iteration 42Q: 3 clusters Score -694228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -694233.687500 Penalty: 2812.321289
	Iteration 43Q: 3 clusters Score -694233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -694235.250000 Penalty: 2812.321289
	Iteration 44Q: 3 clusters Score -694235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -694238.500000 Penalty: 2812.321289
	Iteration 45Q: 3 clusters Score -694238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -694240.812500 Penalty: 2812.321289
	Iteration 46Q: 3 clusters Score -694240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -694241.000000 Penalty: 2812.321289
	Iteration 47Q: 3 clusters Score -694241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -694243.500000 Penalty: 2812.321289
	Iteration 48Q: 3 clusters Score -694243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -694244.187500 Penalty: 2812.321289
	Iteration 49Q: 3 clusters Score -694244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -694247.187500 Penalty: 2812.321289
	Iteration 50Q: 3 clusters Score -694247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -694250.875000 Penalty: 2812.321289
	Iteration 51Q: 3 clusters Score -694250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -694251.250000 Penalty: 2812.321289
	Iteration 52Q: 3 clusters Score -694251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -694252.375000 Penalty: 2812.321289
	Iteration 53Q: 3 clusters Score -694252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -694251.500000 Penalty: 2812.321289
	Iteration 54Q: 3 clusters Score -694251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -694251.500000 Penalty: 2812.321289
	Iteration 55F: 3 clusters Score -694251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -39593.316406 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -39593.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38664.894531 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -38664.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38801.273438 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -38801.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38861.156250 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -38861.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38864.964844 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -38864.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38868.207031 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -38868.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38868.207031 Penalty: 1886.668823
	Iteration 5F: 3 clusters Score -38868.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (79763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Entering Unmasked Estep 
Score: -10618255.000000 Penalty: 1834.107422
	Iteration 0F: 2 clusters Score -1.061826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -10570964.000000 Penalty: 3668.214844
	Iteration 0F: 3 clusters Score -1.057096e+07 nChanged 37949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -10592771.000000 Penalty: 3668.214844
	Iteration 1F: 3 clusters Score -1.059277e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -10593453.000000 Penalty: 3668.214844
	Iteration 2Q: 3 clusters Score -1.059345e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -10594265.000000 Penalty: 3668.214844
	Iteration 3Q: 3 clusters Score -1.059426e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10595337.000000 Penalty: 3668.214844
	Iteration 4Q: 3 clusters Score -1.059534e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -10596779.000000 Penalty: 3668.214844
	Iteration 5Q: 3 clusters Score -1.059678e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -10598826.000000 Penalty: 3668.214844
	Iteration 6Q: 3 clusters Score -1.059883e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10601589.000000 Penalty: 3668.214844
	Iteration 7F: 3 clusters Score -1.060159e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -10605242.000000 Penalty: 3668.214844
	Iteration 8F: 3 clusters Score -1.060524e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -10609050.000000 Penalty: 3668.214844
	Iteration 9F: 3 clusters Score -1.060905e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -10611167.000000 Penalty: 3668.214844
	Iteration 10F: 3 clusters Score -1.061117e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10611997.000000 Penalty: 3668.214844
	Iteration 11Q: 3 clusters Score -1.0612e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -10612484.000000 Penalty: 3668.214844
	Iteration 12Q: 3 clusters Score -1.061248e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -10612844.000000 Penalty: 3668.214844
	Iteration 13Q: 3 clusters Score -1.061284e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -10613212.000000 Penalty: 3668.214844
	Iteration 14Q: 3 clusters Score -1.061321e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -10613656.000000 Penalty: 3668.214844
	Iteration 15Q: 3 clusters Score -1.061366e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10614058.000000 Penalty: 3668.214844
	Iteration 16Q: 3 clusters Score -1.061406e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -10614366.000000 Penalty: 3668.214844
	Iteration 17Q: 3 clusters Score -1.061437e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -10614736.000000 Penalty: 3668.214844
	Iteration 18Q: 3 clusters Score -1.061474e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -10615124.000000 Penalty: 3668.214844
	Iteration 19Q: 3 clusters Score -1.061512e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -10615422.000000 Penalty: 3668.214844
	Iteration 20F: 3 clusters Score -1.061542e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -10615633.000000 Penalty: 3668.214844
	Iteration 21Q: 3 clusters Score -1.061563e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10615856.000000 Penalty: 3668.214844
	Iteration 22Q: 3 clusters Score -1.061586e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -10616083.000000 Penalty: 3668.214844
	Iteration 23Q: 3 clusters Score -1.061608e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -10616266.000000 Penalty: 3668.214844
	Iteration 24Q: 3 clusters Score -1.061627e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -10616453.000000 Penalty: 3668.214844
	Iteration 25Q: 3 clusters Score -1.061645e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -10616605.000000 Penalty: 3668.214844
	Iteration 26Q: 3 clusters Score -1.06166e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -10616728.000000 Penalty: 3668.214844
	Iteration 27Q: 3 clusters Score -1.061673e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -10616771.000000 Penalty: 3668.214844
	Iteration 28Q: 3 clusters Score -1.061677e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -10616832.000000 Penalty: 3668.214844
	Iteration 29Q: 3 clusters Score -1.061683e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -10616914.000000 Penalty: 3668.214844
	Iteration 30Q: 3 clusters Score -1.061691e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -10616958.000000 Penalty: 3668.214844
	Iteration 31Q: 3 clusters Score -1.061696e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -10617001.000000 Penalty: 3668.214844
	Iteration 32Q: 3 clusters Score -1.0617e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -10617014.000000 Penalty: 3668.214844
	Iteration 33Q: 3 clusters Score -1.061701e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -10617057.000000 Penalty: 3668.214844
	Iteration 34Q: 3 clusters Score -1.061706e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -10617053.000000 Penalty: 3668.214844
	Iteration 35Q: 3 clusters Score -1.061705e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -10617016.000000 Penalty: 3668.214844
	Iteration 36Q: 3 clusters Score -1.061702e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -10617051.000000 Penalty: 3668.214844
	Iteration 37Q: 3 clusters Score -1.061705e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -10617036.000000 Penalty: 3668.214844
	Iteration 38Q: 3 clusters Score -1.061704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -10617023.000000 Penalty: 3668.214844
	Iteration 39Q: 3 clusters Score -1.061702e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -10617002.000000 Penalty: 3668.214844
	Iteration 40F: 3 clusters Score -1.0617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -10617035.000000 Penalty: 3668.214844
	Iteration 41Q: 3 clusters Score -1.061704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -10617020.000000 Penalty: 3668.214844
	Iteration 42Q: 3 clusters Score -1.061702e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -10617012.000000 Penalty: 3668.214844
	Iteration 43Q: 3 clusters Score -1.061701e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -10617000.000000 Penalty: 3668.214844
	Iteration 44Q: 3 clusters Score -1.0617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -10617007.000000 Penalty: 3668.214844
	Iteration 45Q: 3 clusters Score -1.061701e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -10617012.000000 Penalty: 3668.214844
	Iteration 46Q: 3 clusters Score -1.061701e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -10617008.000000 Penalty: 3668.214844
	Iteration 47Q: 3 clusters Score -1.061701e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -10617014.000000 Penalty: 3668.214844
	Iteration 48Q: 3 clusters Score -1.061701e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -10617032.000000 Penalty: 3668.214844
	Iteration 49Q: 3 clusters Score -1.061703e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -10617044.000000 Penalty: 3668.214844
	Iteration 50Q: 3 clusters Score -1.061704e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -10617042.000000 Penalty: 3668.214844
	Iteration 51Q: 3 clusters Score -1.061704e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -10617033.000000 Penalty: 3668.214844
	Iteration 52Q: 3 clusters Score -1.061703e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -10617048.000000 Penalty: 3668.214844
	Iteration 53Q: 3 clusters Score -1.061705e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -10617043.000000 Penalty: 3668.214844
	Iteration 54Q: 3 clusters Score -1.061704e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -10617048.000000 Penalty: 3668.214844
	Iteration 55Q: 3 clusters Score -1.061705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10617053.000000 Penalty: 3668.214844
	Iteration 56Q: 3 clusters Score -1.061705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -10617044.000000 Penalty: 3668.214844
	Iteration 57Q: 3 clusters Score -1.061704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -10617050.000000 Penalty: 3668.214844
	Iteration 58Q: 3 clusters Score -1.061705e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -10617044.000000 Penalty: 3668.214844
	Iteration 59Q: 3 clusters Score -1.061704e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -10617058.000000 Penalty: 3668.214844
	Iteration 60F: 3 clusters Score -1.061706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -10617047.000000 Penalty: 3668.214844
	Iteration 61Q: 3 clusters Score -1.061705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -10617039.000000 Penalty: 3668.214844
	Iteration 62Q: 3 clusters Score -1.061704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -10617042.000000 Penalty: 3668.214844
	Iteration 63Q: 3 clusters Score -1.061704e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -10617055.000000 Penalty: 3668.214844
	Iteration 64Q: 3 clusters Score -1.061706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -10617049.000000 Penalty: 3668.214844
	Iteration 65Q: 3 clusters Score -1.061705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -10617049.000000 Penalty: 3668.214844
	Iteration 66Q: 3 clusters Score -1.061705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -10617049.000000 Penalty: 3668.214844
	Iteration 67Q: 3 clusters Score -1.061705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10617056.000000 Penalty: 3668.214844
	Iteration 68Q: 3 clusters Score -1.061706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10617055.000000 Penalty: 3668.214844
	Iteration 69Q: 3 clusters Score -1.061706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617058.000000 Penalty: 3668.214844
	Iteration 70Q: 3 clusters Score -1.061706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -10617052.000000 Penalty: 3668.214844
	Iteration 71Q: 3 clusters Score -1.061705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -10617059.000000 Penalty: 3668.214844
	Iteration 72Q: 3 clusters Score -1.061706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -10617060.000000 Penalty: 3668.214844
	Iteration 73Q: 3 clusters Score -1.061706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10617053.000000 Penalty: 3668.214844
	Iteration 74Q: 3 clusters Score -1.061705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10617060.000000 Penalty: 3668.214844
	Iteration 75Q: 3 clusters Score -1.061706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -10617059.000000 Penalty: 3668.214844
	Iteration 76Q: 3 clusters Score -1.061706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10617065.000000 Penalty: 3668.214844
	Iteration 77Q: 3 clusters Score -1.061706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -10617065.000000 Penalty: 3668.214844
	Iteration 78Q: 3 clusters Score -1.061706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10617074.000000 Penalty: 3668.214844
	Iteration 79Q: 3 clusters Score -1.061707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -10617053.000000 Penalty: 3668.214844
	Iteration 80F: 3 clusters Score -1.061705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -10617054.000000 Penalty: 3668.214844
	Iteration 81Q: 3 clusters Score -1.061705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10617054.000000 Penalty: 3668.214844
	Iteration 82Q: 3 clusters Score -1.061705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10617065.000000 Penalty: 3668.214844
	Iteration 83Q: 3 clusters Score -1.061706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -10617062.000000 Penalty: 3668.214844
	Iteration 84Q: 3 clusters Score -1.061706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -10617059.000000 Penalty: 3668.214844
	Iteration 85Q: 3 clusters Score -1.061706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -10617064.000000 Penalty: 3668.214844
	Iteration 86Q: 3 clusters Score -1.061706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617045.000000 Penalty: 3668.214844
	Iteration 87Q: 3 clusters Score -1.061704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617046.000000 Penalty: 3668.214844
	Iteration 88Q: 3 clusters Score -1.061705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -10617042.000000 Penalty: 3668.214844
	Iteration 89Q: 3 clusters Score -1.061704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -10617051.000000 Penalty: 3668.214844
	Iteration 90Q: 3 clusters Score -1.061705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10617050.000000 Penalty: 3668.214844
	Iteration 91Q: 3 clusters Score -1.061705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -10617071.000000 Penalty: 3668.214844
	Iteration 92Q: 3 clusters Score -1.061707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617068.000000 Penalty: 3668.214844
	Iteration 93Q: 3 clusters Score -1.061707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617060.000000 Penalty: 3668.214844
	Iteration 94Q: 3 clusters Score -1.061706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -10617074.000000 Penalty: 3668.214844
	Iteration 95Q: 3 clusters Score -1.061707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -10617077.000000 Penalty: 3668.214844
	Iteration 96Q: 3 clusters Score -1.061708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10617077.000000 Penalty: 3668.214844
	Iteration 97Q: 3 clusters Score -1.061708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -10617075.000000 Penalty: 3668.214844
	Iteration 98Q: 3 clusters Score -1.061708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -10617072.000000 Penalty: 3668.214844
	Iteration 99Q: 3 clusters Score -1.061707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -10617069.000000 Penalty: 3668.214844
	Iteration 100F: 3 clusters Score -1.061707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10617062.000000 Penalty: 3668.214844
	Iteration 101Q: 3 clusters Score -1.061706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -10617070.000000 Penalty: 3668.214844
	Iteration 102Q: 3 clusters Score -1.061707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -10617071.000000 Penalty: 3668.214844
	Iteration 103Q: 3 clusters Score -1.061707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10617059.000000 Penalty: 3668.214844
	Iteration 104Q: 3 clusters Score -1.061706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -10617052.000000 Penalty: 3668.214844
	Iteration 105Q: 3 clusters Score -1.061705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -10617051.000000 Penalty: 3668.214844
	Iteration 106Q: 3 clusters Score -1.061705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -10617053.000000 Penalty: 3668.214844
	Iteration 107Q: 3 clusters Score -1.061705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10617065.000000 Penalty: 3668.214844
	Iteration 108Q: 3 clusters Score -1.061706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10617061.000000 Penalty: 3668.214844
	Iteration 109Q: 3 clusters Score -1.061706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -10617045.000000 Penalty: 3668.214844
	Iteration 110Q: 3 clusters Score -1.061704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -10617051.000000 Penalty: 3668.214844
	Iteration 111Q: 3 clusters Score -1.061705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -10617049.000000 Penalty: 3668.214844
	Iteration 112Q: 3 clusters Score -1.061705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -10617038.000000 Penalty: 3668.214844
	Iteration 113Q: 3 clusters Score -1.061704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -10617033.000000 Penalty: 3668.214844
	Iteration 114Q: 3 clusters Score -1.061703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -10617036.000000 Penalty: 3668.214844
	Iteration 115Q: 3 clusters Score -1.061704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -10617026.000000 Penalty: 3668.214844
	Iteration 116Q: 3 clusters Score -1.061703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -10617034.000000 Penalty: 3668.214844
	Iteration 117Q: 3 clusters Score -1.061703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -10617029.000000 Penalty: 3668.214844
	Iteration 118Q: 3 clusters Score -1.061703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -10617027.000000 Penalty: 3668.214844
	Iteration 119Q: 3 clusters Score -1.061703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -10617021.000000 Penalty: 3668.214844
	Iteration 120F: 3 clusters Score -1.061702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -10617019.000000 Penalty: 3668.214844
	Iteration 121Q: 3 clusters Score -1.061702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -10617024.000000 Penalty: 3668.214844
	Iteration 122Q: 3 clusters Score -1.061702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -10617029.000000 Penalty: 3668.214844
	Iteration 123Q: 3 clusters Score -1.061703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -10617027.000000 Penalty: 3668.214844
	Iteration 124Q: 3 clusters Score -1.061703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -10617031.000000 Penalty: 3668.214844
	Iteration 125Q: 3 clusters Score -1.061703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -10617033.000000 Penalty: 3668.214844
	Iteration 126Q: 3 clusters Score -1.061703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -10617035.000000 Penalty: 3668.214844
	Iteration 127Q: 3 clusters Score -1.061704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -10617032.000000 Penalty: 3668.214844
	Iteration 128Q: 3 clusters Score -1.061703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -10617026.000000 Penalty: 3668.214844
	Iteration 129Q: 3 clusters Score -1.061703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -10617026.000000 Penalty: 3668.214844
	Iteration 130F: 3 clusters Score -1.061703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -36376.843750 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -36376.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35568.074219 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -35568.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35996.234375 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -35996.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36128.507812 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -36128.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36152.753906 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -36152.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36158.261719 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -36158.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36183.496094 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -36183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36220.058594 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -36220.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36242.574219 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -36242.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36242.574219 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -36242.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14424.319336 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14424.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14637.566406 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14637.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14762.479492 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14762.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14838.183594 Penalty: 1808.469116
	Iteration 3F: 3 clusters Score -14838.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14867.587891 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14867.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14880.741211 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14880.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14882.465820 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14882.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14882.465820 Penalty: 1808.469116
	Iteration 7F: 3 clusters Score -14882.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (62626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Entering Unmasked Estep 
Score: -8328061.000000 Penalty: 1794.802124
	Iteration 0F: 2 clusters Score -8328061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -8287217.500000 Penalty: 3589.604248
	Iteration 0F: 3 clusters Score -8287218 nChanged 29863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -8304100.000000 Penalty: 3589.604248
	Iteration 1F: 3 clusters Score -8304100 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -8304512.000000 Penalty: 3589.604248
	Iteration 2Q: 3 clusters Score -8304512 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8304929.000000 Penalty: 3589.604248
	Iteration 3Q: 3 clusters Score -8304929 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8305519.000000 Penalty: 3589.604248
	Iteration 4Q: 3 clusters Score -8305519 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8306489.000000 Penalty: 3589.604248
	Iteration 5Q: 3 clusters Score -8306489 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -8308240.500000 Penalty: 3589.604248
	Iteration 6F: 3 clusters Score -8308240 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8311230.000000 Penalty: 3589.604248
	Iteration 7F: 3 clusters Score -8311230 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -8315511.500000 Penalty: 3589.604248
	Iteration 8F: 3 clusters Score -8315512 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -8320180.500000 Penalty: 3589.604248
	Iteration 9F: 3 clusters Score -8320180 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -8323577.500000 Penalty: 3589.604248
	Iteration 10F: 3 clusters Score -8323578 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8325270.000000 Penalty: 3589.604248
	Iteration 11Q: 3 clusters Score -8325270 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8326021.000000 Penalty: 3589.604248
	Iteration 12Q: 3 clusters Score -8326021 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -8326298.500000 Penalty: 3589.604248
	Iteration 13Q: 3 clusters Score -8326298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8326373.000000 Penalty: 3589.604248
	Iteration 14Q: 3 clusters Score -8326373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -8326427.000000 Penalty: 3589.604248
	Iteration 15Q: 3 clusters Score -8326427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -8326448.000000 Penalty: 3589.604248
	Iteration 16Q: 3 clusters Score -8326448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -8326475.000000 Penalty: 3589.604248
	Iteration 17Q: 3 clusters Score -8326475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -8326478.000000 Penalty: 3589.604248
	Iteration 18Q: 3 clusters Score -8326478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8326483.000000 Penalty: 3589.604248
	Iteration 19Q: 3 clusters Score -8326483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8326483.000000 Penalty: 3589.604248
	Iteration 20F: 3 clusters Score -8326483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 48210 members 
Mstep: Class 3 contains 30559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60218 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74050 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26159 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5729 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 79763 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968744.000000 Penalty: 100184.984375
Iteration 439Q: 47 clusters Score -8.596874e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 48204 members 
Mstep: Class 3 contains 30582 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45675 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 66825 members 
Mstep: Class 9 contains 9997 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60375 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 10308 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74101 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2577 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26160 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5717 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 80121 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968920.000000 Penalty: 100184.984375
Iteration 440F: 47 clusters Score -8.596892e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 48185 members 
Mstep: Class 3 contains 30592 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 45373 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 66450 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60561 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74041 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26150 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5709 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 80748 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969256.000000 Penalty: 100184.984375
Iteration 441Q: 47 clusters Score -8.596926e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 48042 members 
Mstep: Class 3 contains 30601 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 44980 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 65986 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60696 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10301 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73934 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2566 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26149 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5703 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 81820 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970128.000000 Penalty: 100184.984375
Iteration 442Q: 47 clusters Score -8.597013e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 47617 members 
Mstep: Class 3 contains 30607 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 44435 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 65378 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8138 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60791 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10291 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73773 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2563 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26158 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5701 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 83599 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970576.000000 Penalty: 100184.984375
Iteration 443Q: 47 clusters Score -8.597058e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 46886 members 
Mstep: Class 3 contains 30630 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 43721 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 64565 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5049 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19329 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8148 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60768 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10241 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73624 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2555 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26168 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5697 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 86233 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970776.000000 Penalty: 100184.984375
Iteration 444Q: 47 clusters Score -8.597078e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 45419 members 
Mstep: Class 3 contains 30679 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 42815 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 63469 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19196 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60562 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10194 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73470 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26164 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5681 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 90193 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969168.000000 Penalty: 100184.984375
Iteration 445Q: 47 clusters Score -8.596917e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 43092 members 
Mstep: Class 3 contains 30719 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 41723 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 62140 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 19063 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60305 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 10150 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73399 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26131 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5665 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 95411 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964320.000000 Penalty: 100184.984375
Iteration 446Q: 47 clusters Score -8.596432e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 40410 members 
Mstep: Class 3 contains 30801 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 41149 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 60432 members 
Mstep: Class 9 contains 10015 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18958 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8210 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60014 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10103 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73615 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26187 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5643 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 99901 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957736.000000 Penalty: 100184.984375
Iteration 447Q: 47 clusters Score -8.595774e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 38418 members 
Mstep: Class 3 contains 30925 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 41236 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 59287 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18927 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 59932 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 10142 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74190 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2541 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26252 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5615 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 101372 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 64463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955544.000000 Penalty: 100184.984375
Iteration 448Q: 47 clusters Score -8.595554e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 37155 members 
Mstep: Class 3 contains 31018 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 41638 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 59103 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8349 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60074 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 10218 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74742 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2541 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26326 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5599 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 100588 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 65153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955248.000000 Penalty: 100184.984375
Iteration 449Q: 47 clusters Score -8.595525e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 36391 members 
Mstep: Class 3 contains 31047 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 59387 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4762 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18796 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60359 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 10282 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75064 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2540 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26406 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5589 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 99069 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 65860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956240.000000 Penalty: 100184.984375
Iteration 450Q: 47 clusters Score -8.595624e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 36007 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42301 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 59747 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18709 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8485 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60673 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10330 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75230 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2537 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26447 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5578 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 97624 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957016.000000 Penalty: 100184.984375
Iteration 451Q: 47 clusters Score -8.595702e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 31033 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42510 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 60117 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 60958 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10371 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75225 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2535 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26468 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5559 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 96401 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958064.000000 Penalty: 100184.984375
Iteration 452Q: 47 clusters Score -8.595806e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 31009 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42672 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 60417 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4574 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8571 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61178 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75161 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2530 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26457 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5538 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 95537 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958664.000000 Penalty: 100184.984375
Iteration 453Q: 47 clusters Score -8.595866e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 35850 members 
Mstep: Class 3 contains 31005 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42842 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 60633 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4515 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18348 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8621 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61338 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 75040 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2527 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26451 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5519 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 94895 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959088.000000 Penalty: 100184.984375
Iteration 454Q: 47 clusters Score -8.595909e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 36002 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 42930 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60788 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18234 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8654 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61543 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74807 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2520 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26431 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5499 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 94432 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959376.000000 Penalty: 100184.984375
Iteration 455Q: 47 clusters Score -8.595938e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 36219 members 
Mstep: Class 3 contains 30983 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43013 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60871 members 
Mstep: Class 9 contains 10000 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 18100 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8681 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 61776 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74515 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2513 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26414 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5488 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 94086 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959600.000000 Penalty: 100184.984375
Iteration 456Q: 47 clusters Score -8.59596e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 36512 members 
Mstep: Class 3 contains 30984 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 43121 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60917 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17954 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8716 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62017 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 74193 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26394 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5465 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 93826 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959888.000000 Penalty: 100184.984375
Iteration 457Q: 47 clusters Score -8.595989e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 36856 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43198 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60911 members 
Mstep: Class 9 contains 10004 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17805 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8756 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62252 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73932 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2499 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26366 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5453 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 93603 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959616.000000 Penalty: 100184.984375
Iteration 458Q: 47 clusters Score -8.595962e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 37303 members 
Mstep: Class 3 contains 30983 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43272 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60867 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17682 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8794 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62498 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10552 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73621 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26340 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5449 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 93486 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959920.000000 Penalty: 100184.984375
Iteration 459Q: 47 clusters Score -8.595992e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 37814 members 
Mstep: Class 3 contains 30968 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43368 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 60819 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4113 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17543 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8819 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62699 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73344 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2479 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26314 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5444 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 93382 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961352.000000 Penalty: 100184.984375
Iteration 460F: 47 clusters Score -8.596135e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 37777 members 
Mstep: Class 3 contains 30966 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43398 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 59836 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17404 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8846 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 62925 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 10582 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 73099 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2473 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26284 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5430 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 94854 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959472.000000 Penalty: 100184.984375
Iteration 461Q: 47 clusters Score -8.595947e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 37976 members 
Mstep: Class 3 contains 30962 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43623 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 59074 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17291 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63201 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10611 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 72885 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2468 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26260 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5421 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 95519 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 68026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958648.000000 Penalty: 100184.984375
Iteration 462Q: 47 clusters Score -8.595865e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 38366 members 
Mstep: Class 3 contains 30946 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 43938 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 58450 members 
Mstep: Class 9 contains 10012 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17226 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63538 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10651 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 72640 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2459 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26242 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5412 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 95794 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958072.000000 Penalty: 100184.984375
Iteration 463Q: 47 clusters Score -8.595807e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 39076 members 
Mstep: Class 3 contains 30919 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 44297 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 57999 members 
Mstep: Class 9 contains 10018 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17152 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 63905 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10684 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 72450 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26237 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5395 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 95646 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 67116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957672.000000 Penalty: 100184.984375
Iteration 464Q: 47 clusters Score -8.595767e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 30880 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 57668 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64210 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10717 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 72165 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2447 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26241 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5384 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 95249 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 66449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957368.000000 Penalty: 100184.984375
Iteration 465Q: 47 clusters Score -8.595737e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 41683 members 
Mstep: Class 3 contains 30856 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44954 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 57392 members 
Mstep: Class 9 contains 10031 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3694 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17006 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64538 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 71813 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2444 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26219 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5382 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 94712 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 65601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957712.000000 Penalty: 100184.984375
Iteration 466Q: 47 clusters Score -8.595771e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 43257 members 
Mstep: Class 3 contains 30806 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45254 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 57160 members 
Mstep: Class 9 contains 10038 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16929 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 64921 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10774 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 71405 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26188 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5382 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 94183 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 64657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958056.000000 Penalty: 100184.984375
Iteration 467Q: 47 clusters Score -8.595806e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 45006 members 
Mstep: Class 3 contains 30755 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45560 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56966 members 
Mstep: Class 9 contains 10044 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3601 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16860 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9122 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 65343 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 10787 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 71025 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26160 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5379 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 93609 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 63513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958424.000000 Penalty: 100184.984375
Iteration 468Q: 47 clusters Score -8.595842e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 30700 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45852 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56770 members 
Mstep: Class 9 contains 10049 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16812 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9150 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 65771 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10819 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 70712 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2441 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26129 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5371 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 93051 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 62218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958400.000000 Penalty: 100184.984375
Iteration 469Q: 47 clusters Score -8.59584e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 48748 members 
Mstep: Class 3 contains 30665 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46175 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 56520 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9180 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 66218 members 
Mstep: Class 26 contains 952 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10854 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 70277 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26115 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5362 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 92509 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 60903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958672.000000 Penalty: 100184.984375
Iteration 470Q: 47 clusters Score -8.595867e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 50880 members 
Mstep: Class 3 contains 30636 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46529 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 56224 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 66692 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10868 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 69830 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26110 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5363 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 91710 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959568.000000 Penalty: 100184.984375
Iteration 471Q: 47 clusters Score -8.595957e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 53121 members 
Mstep: Class 3 contains 30600 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46847 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 55880 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9159 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 67146 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10889 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 69294 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26101 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5360 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 90893 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960480.000000 Penalty: 100184.984375
Iteration 472Q: 47 clusters Score -8.596048e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 55453 members 
Mstep: Class 3 contains 30573 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47200 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 55450 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16651 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9124 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 67632 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10905 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 68760 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2426 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26084 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5355 members 
Mstep: Class 42 contains 333 members 
Mstep: Class 43 contains 89989 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961168.000000 Penalty: 100184.984375
Iteration 473Q: 47 clusters Score -8.596117e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 58069 members 
Mstep: Class 3 contains 30525 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47429 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 54959 members 
Mstep: Class 9 contains 10075 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16631 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9091 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8889 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 68127 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 68083 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2423 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26052 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5350 members 
Mstep: Class 42 contains 335 members 
Mstep: Class 43 contains 88990 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962080.000000 Penalty: 100184.984375
Iteration 474Q: 47 clusters Score -8.596208e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 60981 members 
Mstep: Class 3 contains 30472 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47581 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 54394 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16592 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 68548 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 67337 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26045 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5344 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 87866 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963512.000000 Penalty: 100184.984375
Iteration 475Q: 47 clusters Score -8.596351e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 64282 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47581 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 53740 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16550 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 68929 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10837 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 66520 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26051 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5330 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 86532 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964512.000000 Penalty: 100184.984375
Iteration 476Q: 47 clusters Score -8.596451e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 67919 members 
Mstep: Class 3 contains 30390 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47459 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 52917 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3407 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16510 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69265 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10811 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 65650 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26025 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5320 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 85095 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965496.000000 Penalty: 100184.984375
Iteration 477Q: 47 clusters Score -8.59655e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 71818 members 
Mstep: Class 3 contains 30349 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 47186 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 52005 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16494 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69451 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10784 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 64654 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26024 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5308 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 83510 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966272.000000 Penalty: 100184.984375
Iteration 478Q: 47 clusters Score -8.596627e+07 nChanged 9531
Entering ConstructFrom: 
Score: -85966272.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (61322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Entering Unmasked Estep 
Score: -8112422.000000 Penalty: 1791.382812
	Iteration 0F: 2 clusters Score -8112422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -8073095.500000 Penalty: 3582.765625
	Iteration 0F: 3 clusters Score -8073096 nChanged 28910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8090640.000000 Penalty: 3582.765625
	Iteration 1F: 3 clusters Score -8090640 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -8091943.500000 Penalty: 3582.765625
	Iteration 2Q: 3 clusters Score -8091944 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -8093490.500000 Penalty: 3582.765625
	Iteration 3F: 3 clusters Score -8093490 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -8095379.500000 Penalty: 3582.765625
	Iteration 4F: 3 clusters Score -8095380 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8097764.500000 Penalty: 3582.765625
	Iteration 5F: 3 clusters Score -8097764 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -8100902.500000 Penalty: 3582.765625
	Iteration 6F: 3 clusters Score -8100902 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -8104411.000000 Penalty: 3582.765625
	Iteration 7F: 3 clusters Score -8104411 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -8107321.500000 Penalty: 3582.765625
	Iteration 8F: 3 clusters Score -8107322 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -8109052.000000 Penalty: 3582.765625
	Iteration 9Q: 3 clusters Score -8109052 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -8110057.000000 Penalty: 3582.765625
	Iteration 10Q: 3 clusters Score -8110057 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -8110491.000000 Penalty: 3582.765625
	Iteration 11Q: 3 clusters Score -8110491 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -8110670.000000 Penalty: 3582.765625
	Iteration 12Q: 3 clusters Score -8110670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -8110768.000000 Penalty: 3582.765625
	Iteration 13Q: 3 clusters Score -8110768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -8110836.000000 Penalty: 3582.765625
	Iteration 14Q: 3 clusters Score -8110836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -8110872.500000 Penalty: 3582.765625
	Iteration 15Q: 3 clusters Score -8110872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8110894.500000 Penalty: 3582.765625
	Iteration 16Q: 3 clusters Score -8110894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -8110902.000000 Penalty: 3582.765625
	Iteration 17Q: 3 clusters Score -8110902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -8110910.000000 Penalty: 3582.765625
	Iteration 18Q: 3 clusters Score -8110910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8110917.500000 Penalty: 3582.765625
	Iteration 19Q: 3 clusters Score -8110918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -8110925.500000 Penalty: 3582.765625
	Iteration 20F: 3 clusters Score -8110926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -8110926.500000 Penalty: 3582.765625
	Iteration 21Q: 3 clusters Score -8110926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -8110924.000000 Penalty: 3582.765625
	Iteration 22Q: 3 clusters Score -8110924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -8110931.000000 Penalty: 3582.765625
	Iteration 23Q: 3 clusters Score -8110931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -8110927.500000 Penalty: 3582.765625
	Iteration 24Q: 3 clusters Score -8110928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -8110930.500000 Penalty: 3582.765625
	Iteration 25Q: 3 clusters Score -8110930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -8110930.500000 Penalty: 3582.765625
	Iteration 26F: 3 clusters Score -8110930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Entering Unmasked Estep 
Score: -10130865.000000 Penalty: 1825.431274
	Iteration 0F: 2 clusters Score -1.013086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -10084688.000000 Penalty: 3650.862549
	Iteration 0F: 3 clusters Score -1.008469e+07 nChanged 35950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -10105571.000000 Penalty: 3650.862549
	Iteration 1F: 3 clusters Score -1.010557e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -10106562.000000 Penalty: 3650.862549
	Iteration 2Q: 3 clusters Score -1.010656e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -10107939.000000 Penalty: 3650.862549
	Iteration 3Q: 3 clusters Score -1.010794e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -10110035.000000 Penalty: 3650.862549
	Iteration 4F: 3 clusters Score -1.011004e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -10113262.000000 Penalty: 3650.862549
	Iteration 5F: 3 clusters Score -1.011326e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -10117348.000000 Penalty: 3650.862549
	Iteration 6F: 3 clusters Score -1.011735e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -10121000.000000 Penalty: 3650.862549
	Iteration 7F: 3 clusters Score -1.0121e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -10123332.000000 Penalty: 3650.862549
	Iteration 8F: 3 clusters Score -1.012333e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -10124413.000000 Penalty: 3650.862549
	Iteration 9Q: 3 clusters Score -1.012441e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -10124815.000000 Penalty: 3650.862549
	Iteration 10Q: 3 clusters Score -1.012482e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -10124971.000000 Penalty: 3650.862549
	Iteration 11Q: 3 clusters Score -1.012497e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -10125085.000000 Penalty: 3650.862549
	Iteration 12Q: 3 clusters Score -1.012508e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -10125224.000000 Penalty: 3650.862549
	Iteration 13Q: 3 clusters Score -1.012522e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10125293.000000 Penalty: 3650.862549
	Iteration 14Q: 3 clusters Score -1.012529e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -10125298.000000 Penalty: 3650.862549
	Iteration 15Q: 3 clusters Score -1.01253e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -10125324.000000 Penalty: 3650.862549
	Iteration 16Q: 3 clusters Score -1.012532e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -10125447.000000 Penalty: 3650.862549
	Iteration 17Q: 3 clusters Score -1.012545e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -10125517.000000 Penalty: 3650.862549
	Iteration 18Q: 3 clusters Score -1.012552e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -10125558.000000 Penalty: 3650.862549
	Iteration 19Q: 3 clusters Score -1.012556e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -10125631.000000 Penalty: 3650.862549
	Iteration 20F: 3 clusters Score -1.012563e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -10125630.000000 Penalty: 3650.862549
	Iteration 21Q: 3 clusters Score -1.012563e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -10125666.000000 Penalty: 3650.862549
	Iteration 22Q: 3 clusters Score -1.012567e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -10125688.000000 Penalty: 3650.862549
	Iteration 23Q: 3 clusters Score -1.012569e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -10125689.000000 Penalty: 3650.862549
	Iteration 24Q: 3 clusters Score -1.012569e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -10125677.000000 Penalty: 3650.862549
	Iteration 25Q: 3 clusters Score -1.012568e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -10125717.000000 Penalty: 3650.862549
	Iteration 26Q: 3 clusters Score -1.012572e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -10125713.000000 Penalty: 3650.862549
	Iteration 27Q: 3 clusters Score -1.012571e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -10125713.000000 Penalty: 3650.862549
	Iteration 28Q: 3 clusters Score -1.012571e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -10125728.000000 Penalty: 3650.862549
	Iteration 29Q: 3 clusters Score -1.012573e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -10125733.000000 Penalty: 3650.862549
	Iteration 30Q: 3 clusters Score -1.012573e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10125741.000000 Penalty: 3650.862549
	Iteration 31Q: 3 clusters Score -1.012574e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -10125733.000000 Penalty: 3650.862549
	Iteration 32Q: 3 clusters Score -1.012573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -10125734.000000 Penalty: 3650.862549
	Iteration 33Q: 3 clusters Score -1.012573e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -10125718.000000 Penalty: 3650.862549
	Iteration 34Q: 3 clusters Score -1.012572e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -10125719.000000 Penalty: 3650.862549
	Iteration 35Q: 3 clusters Score -1.012572e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -10125737.000000 Penalty: 3650.862549
	Iteration 36Q: 3 clusters Score -1.012574e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -10125753.000000 Penalty: 3650.862549
	Iteration 37Q: 3 clusters Score -1.012575e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -10125750.000000 Penalty: 3650.862549
	Iteration 38Q: 3 clusters Score -1.012575e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -10125761.000000 Penalty: 3650.862549
	Iteration 39Q: 3 clusters Score -1.012576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -10125751.000000 Penalty: 3650.862549
	Iteration 40F: 3 clusters Score -1.012575e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -10125759.000000 Penalty: 3650.862549
	Iteration 41Q: 3 clusters Score -1.012576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -10125767.000000 Penalty: 3650.862549
	Iteration 42Q: 3 clusters Score -1.012577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -10125787.000000 Penalty: 3650.862549
	Iteration 43Q: 3 clusters Score -1.012579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 44Q: 3 clusters Score -1.01258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 45Q: 3 clusters Score -1.01258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -10125807.000000 Penalty: 3650.862549
	Iteration 46Q: 3 clusters Score -1.012581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -10125804.000000 Penalty: 3650.862549
	Iteration 47Q: 3 clusters Score -1.01258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -10125808.000000 Penalty: 3650.862549
	Iteration 48Q: 3 clusters Score -1.012581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -10125812.000000 Penalty: 3650.862549
	Iteration 49Q: 3 clusters Score -1.012581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -10125809.000000 Penalty: 3650.862549
	Iteration 50Q: 3 clusters Score -1.012581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -10125803.000000 Penalty: 3650.862549
	Iteration 51Q: 3 clusters Score -1.01258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -10125817.000000 Penalty: 3650.862549
	Iteration 52Q: 3 clusters Score -1.012582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -10125821.000000 Penalty: 3650.862549
	Iteration 53Q: 3 clusters Score -1.012582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -10125809.000000 Penalty: 3650.862549
	Iteration 54Q: 3 clusters Score -1.012581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -10125811.000000 Penalty: 3650.862549
	Iteration 55Q: 3 clusters Score -1.012581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -10125803.000000 Penalty: 3650.862549
	Iteration 56Q: 3 clusters Score -1.01258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 57Q: 3 clusters Score -1.01258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -10125796.000000 Penalty: 3650.862549
	Iteration 58Q: 3 clusters Score -1.01258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -10125793.000000 Penalty: 3650.862549
	Iteration 59Q: 3 clusters Score -1.012579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -10125796.000000 Penalty: 3650.862549
	Iteration 60F: 3 clusters Score -1.01258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -10125794.000000 Penalty: 3650.862549
	Iteration 61Q: 3 clusters Score -1.012579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -10125792.000000 Penalty: 3650.862549
	Iteration 62Q: 3 clusters Score -1.012579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -10125788.000000 Penalty: 3650.862549
	Iteration 63Q: 3 clusters Score -1.012579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 64Q: 3 clusters Score -1.01258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -10125796.000000 Penalty: 3650.862549
	Iteration 65Q: 3 clusters Score -1.01258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -10125797.000000 Penalty: 3650.862549
	Iteration 66Q: 3 clusters Score -1.01258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -10125799.000000 Penalty: 3650.862549
	Iteration 67Q: 3 clusters Score -1.01258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -10125799.000000 Penalty: 3650.862549
	Iteration 68Q: 3 clusters Score -1.01258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -10125802.000000 Penalty: 3650.862549
	Iteration 69Q: 3 clusters Score -1.01258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 70Q: 3 clusters Score -1.01258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -10125795.000000 Penalty: 3650.862549
	Iteration 71F: 3 clusters Score -1.01258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Entering Unmasked Estep 
Score: -3968732.250000 Penalty: 1676.896729
	Iteration 0F: 2 clusters Score -3968732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3948436.000000 Penalty: 3353.793457
	Iteration 0F: 3 clusters Score -3948436 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3956144.250000 Penalty: 3353.793457
	Iteration 1F: 3 clusters Score -3956144 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3956765.750000 Penalty: 3353.793457
	Iteration 2F: 3 clusters Score -3956766 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3957458.500000 Penalty: 3353.793457
	Iteration 3F: 3 clusters Score -3957458 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3958423.500000 Penalty: 3353.793457
	Iteration 4F: 3 clusters Score -3958424 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3959577.750000 Penalty: 3353.793457
	Iteration 5F: 3 clusters Score -3959578 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3960995.750000 Penalty: 3353.793457
	Iteration 6F: 3 clusters Score -3960996 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3962455.250000 Penalty: 3353.793457
	Iteration 7F: 3 clusters Score -3962455 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3963701.750000 Penalty: 3353.793457
	Iteration 8F: 3 clusters Score -3963702 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3964595.500000 Penalty: 3353.793457
	Iteration 9Q: 3 clusters Score -3964596 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3965170.500000 Penalty: 3353.793457
	Iteration 10Q: 3 clusters Score -3965170 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3965511.750000 Penalty: 3353.793457
	Iteration 11Q: 3 clusters Score -3965512 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3965747.750000 Penalty: 3353.793457
	Iteration 12Q: 3 clusters Score -3965748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3965935.750000 Penalty: 3353.793457
	Iteration 13Q: 3 clusters Score -3965936 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3966095.500000 Penalty: 3353.793457
	Iteration 14Q: 3 clusters Score -3966096 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3966244.000000 Penalty: 3353.793457
	Iteration 15Q: 3 clusters Score -3966244 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3966388.750000 Penalty: 3353.793457
	Iteration 16Q: 3 clusters Score -3966389 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3966533.000000 Penalty: 3353.793457
	Iteration 17Q: 3 clusters Score -3966533 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3966697.000000 Penalty: 3353.793457
	Iteration 18Q: 3 clusters Score -3966697 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3966844.250000 Penalty: 3353.793457
	Iteration 19Q: 3 clusters Score -3966844 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3966959.000000 Penalty: 3353.793457
	Iteration 20F: 3 clusters Score -3966959 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3967075.000000 Penalty: 3353.793457
	Iteration 21Q: 3 clusters Score -3967075 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3967161.750000 Penalty: 3353.793457
	Iteration 22Q: 3 clusters Score -3967162 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3967227.000000 Penalty: 3353.793457
	Iteration 23Q: 3 clusters Score -3967227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3967256.250000 Penalty: 3353.793457
	Iteration 24Q: 3 clusters Score -3967256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3967292.250000 Penalty: 3353.793457
	Iteration 25Q: 3 clusters Score -3967292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3967316.500000 Penalty: 3353.793457
	Iteration 26Q: 3 clusters Score -3967316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3967336.000000 Penalty: 3353.793457
	Iteration 27Q: 3 clusters Score -3967336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3967354.250000 Penalty: 3353.793457
	Iteration 28Q: 3 clusters Score -3967354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3967367.750000 Penalty: 3353.793457
	Iteration 29Q: 3 clusters Score -3967368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3967368.500000 Penalty: 3353.793457
	Iteration 30Q: 3 clusters Score -3967368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3967387.000000 Penalty: 3353.793457
	Iteration 31Q: 3 clusters Score -3967387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3967395.000000 Penalty: 3353.793457
	Iteration 32Q: 3 clusters Score -3967395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3967402.250000 Penalty: 3353.793457
	Iteration 33Q: 3 clusters Score -3967402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3967419.750000 Penalty: 3353.793457
	Iteration 34Q: 3 clusters Score -3967420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3967425.750000 Penalty: 3353.793457
	Iteration 35Q: 3 clusters Score -3967426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3967420.000000 Penalty: 3353.793457
	Iteration 36Q: 3 clusters Score -3967420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3967436.500000 Penalty: 3353.793457
	Iteration 37Q: 3 clusters Score -3967436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3967441.000000 Penalty: 3353.793457
	Iteration 38Q: 3 clusters Score -3967441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3967449.000000 Penalty: 3353.793457
	Iteration 39Q: 3 clusters Score -3967449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3967460.000000 Penalty: 3353.793457
	Iteration 40F: 3 clusters Score -3967460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3967467.000000 Penalty: 3353.793457
	Iteration 41Q: 3 clusters Score -3967467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3967468.250000 Penalty: 3353.793457
	Iteration 42Q: 3 clusters Score -3967468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3967475.500000 Penalty: 3353.793457
	Iteration 43Q: 3 clusters Score -3967476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3967472.500000 Penalty: 3353.793457
	Iteration 44Q: 3 clusters Score -3967472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3967482.500000 Penalty: 3353.793457
	Iteration 45Q: 3 clusters Score -3967482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3967487.750000 Penalty: 3353.793457
	Iteration 46Q: 3 clusters Score -3967488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3967493.250000 Penalty: 3353.793457
	Iteration 47Q: 3 clusters Score -3967493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3967482.750000 Penalty: 3353.793457
	Iteration 48Q: 3 clusters Score -3967483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3967485.500000 Penalty: 3353.793457
	Iteration 49Q: 3 clusters Score -3967486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3967482.000000 Penalty: 3353.793457
	Iteration 50Q: 3 clusters Score -3967482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3967490.500000 Penalty: 3353.793457
	Iteration 51Q: 3 clusters Score -3967490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3967491.750000 Penalty: 3353.793457
	Iteration 52Q: 3 clusters Score -3967492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3967491.750000 Penalty: 3353.793457
	Iteration 53Q: 3 clusters Score -3967492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3967493.500000 Penalty: 3353.793457
	Iteration 54Q: 3 clusters Score -3967494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3967498.500000 Penalty: 3353.793457
	Iteration 55Q: 3 clusters Score -3967498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3967498.500000 Penalty: 3353.793457
	Iteration 56Q: 3 clusters Score -3967498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3967504.500000 Penalty: 3353.793457
	Iteration 57Q: 3 clusters Score -3967504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3967504.500000 Penalty: 3353.793457
	Iteration 58Q: 3 clusters Score -3967504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3967510.500000 Penalty: 3353.793457
	Iteration 59Q: 3 clusters Score -3967510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3967514.500000 Penalty: 3353.793457
	Iteration 60F: 3 clusters Score -3967514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3967514.500000 Penalty: 3353.793457
	Iteration 61Q: 3 clusters Score -3967514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3967512.500000 Penalty: 3353.793457
	Iteration 62Q: 3 clusters Score -3967512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3967514.250000 Penalty: 3353.793457
	Iteration 63Q: 3 clusters Score -3967514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3967514.000000 Penalty: 3353.793457
	Iteration 64Q: 3 clusters Score -3967514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3967514.000000 Penalty: 3353.793457
	Iteration 65F: 3 clusters Score -3967514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -85824.718750 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -85824.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84621.664062 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -84621.66 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84962.273438 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -84962.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -85146.859375 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -85146.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85374.304688 Penalty: 2164.270508
	Iteration 3F: 3 clusters Score -85374.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85634.062500 Penalty: 2164.270508
	Iteration 4F: 3 clusters Score -85634.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85860.296875 Penalty: 2164.270508
	Iteration 5F: 3 clusters Score -85860.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86064.781250 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -86064.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86307.281250 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -86307.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86379.976562 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -86379.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86410.085938 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -86410.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86430.687500 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -86430.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86444.648438 Penalty: 2164.270508
	Iteration 11Q: 3 clusters Score -86444.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86449.343750 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -86449.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86450.976562 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -86450.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86450.976562 Penalty: 2164.270508
	Iteration 14F: 3 clusters Score -86450.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 417 members 
Entering Unmasked Estep 
Score: -85964400.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85966272.000000 to -85964400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (46777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Entering Unmasked Estep 
Score: -6235644.500000 Penalty: 1747.386353
	Iteration 0F: 2 clusters Score -6235644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6204625.000000 Penalty: 3494.772705
	Iteration 0F: 3 clusters Score -6204625 nChanged 21896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -6217211.000000 Penalty: 3494.772705
	Iteration 1F: 3 clusters Score -6217211 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6217840.500000 Penalty: 3494.772705
	Iteration 2Q: 3 clusters Score -6217840 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6218611.500000 Penalty: 3494.772705
	Iteration 3Q: 3 clusters Score -6218612 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -6219637.500000 Penalty: 3494.772705
	Iteration 4Q: 3 clusters Score -6219638 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6220987.500000 Penalty: 3494.772705
	Iteration 5F: 3 clusters Score -6220988 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -6222728.000000 Penalty: 3494.772705
	Iteration 6F: 3 clusters Score -6222728 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -6224800.500000 Penalty: 3494.772705
	Iteration 7F: 3 clusters Score -6224800 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6226862.500000 Penalty: 3494.772705
	Iteration 8F: 3 clusters Score -6226862 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -6228564.500000 Penalty: 3494.772705
	Iteration 9F: 3 clusters Score -6228564 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -6229737.000000 Penalty: 3494.772705
	Iteration 10Q: 3 clusters Score -6229737 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -6230652.500000 Penalty: 3494.772705
	Iteration 11Q: 3 clusters Score -6230652 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6231368.000000 Penalty: 3494.772705
	Iteration 12Q: 3 clusters Score -6231368 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -6231992.500000 Penalty: 3494.772705
	Iteration 13Q: 3 clusters Score -6231992 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -6232585.000000 Penalty: 3494.772705
	Iteration 14Q: 3 clusters Score -6232585 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -6233080.500000 Penalty: 3494.772705
	Iteration 15Q: 3 clusters Score -6233080 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6233451.000000 Penalty: 3494.772705
	Iteration 16Q: 3 clusters Score -6233451 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -6233672.500000 Penalty: 3494.772705
	Iteration 17Q: 3 clusters Score -6233672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6233803.000000 Penalty: 3494.772705
	Iteration 18Q: 3 clusters Score -6233803 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -6233901.500000 Penalty: 3494.772705
	Iteration 19Q: 3 clusters Score -6233902 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -6233981.000000 Penalty: 3494.772705
	Iteration 20F: 3 clusters Score -6233981 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6234039.500000 Penalty: 3494.772705
	Iteration 21Q: 3 clusters Score -6234040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6234062.000000 Penalty: 3494.772705
	Iteration 22Q: 3 clusters Score -6234062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -6234092.500000 Penalty: 3494.772705
	Iteration 23Q: 3 clusters Score -6234092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -6234122.500000 Penalty: 3494.772705
	Iteration 24Q: 3 clusters Score -6234122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -6234142.500000 Penalty: 3494.772705
	Iteration 25Q: 3 clusters Score -6234142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6234144.500000 Penalty: 3494.772705
	Iteration 26Q: 3 clusters Score -6234144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -6234152.500000 Penalty: 3494.772705
	Iteration 27Q: 3 clusters Score -6234152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6234147.500000 Penalty: 3494.772705
	Iteration 28Q: 3 clusters Score -6234148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6234144.500000 Penalty: 3494.772705
	Iteration 29Q: 3 clusters Score -6234144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6234151.000000 Penalty: 3494.772705
	Iteration 30Q: 3 clusters Score -6234151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6234166.000000 Penalty: 3494.772705
	Iteration 31Q: 3 clusters Score -6234166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -6234177.500000 Penalty: 3494.772705
	Iteration 32Q: 3 clusters Score -6234178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -6234177.500000 Penalty: 3494.772705
	Iteration 33Q: 3 clusters Score -6234178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -6234172.000000 Penalty: 3494.772705
	Iteration 34Q: 3 clusters Score -6234172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6234167.000000 Penalty: 3494.772705
	Iteration 35Q: 3 clusters Score -6234167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -6234168.500000 Penalty: 3494.772705
	Iteration 36Q: 3 clusters Score -6234168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6234170.500000 Penalty: 3494.772705
	Iteration 37Q: 3 clusters Score -6234170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6234170.500000 Penalty: 3494.772705
	Iteration 38F: 3 clusters Score -6234170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -243989.953125 Penalty: 1202.799316
	Iteration 0F: 2 clusters Score -243990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -242194.937500 Penalty: 2405.598633
	Iteration 0F: 3 clusters Score -242194.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242763.890625 Penalty: 2405.598633
	Iteration 1F: 3 clusters Score -242763.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -243038.593750 Penalty: 2405.598633
	Iteration 2F: 3 clusters Score -243038.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243205.875000 Penalty: 2405.598633
	Iteration 3F: 3 clusters Score -243205.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243312.671875 Penalty: 2405.598633
	Iteration 4F: 3 clusters Score -243312.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -243367.875000 Penalty: 2405.598633
	Iteration 5Q: 3 clusters Score -243367.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243409.515625 Penalty: 2405.598633
	Iteration 6Q: 3 clusters Score -243409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -243440.546875 Penalty: 2405.598633
	Iteration 7Q: 3 clusters Score -243440.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243461.203125 Penalty: 2405.598633
	Iteration 8Q: 3 clusters Score -243461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243480.609375 Penalty: 2405.598633
	Iteration 9Q: 3 clusters Score -243480.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243491.375000 Penalty: 2405.598633
	Iteration 10Q: 3 clusters Score -243491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243498.296875 Penalty: 2405.598633
	Iteration 11Q: 3 clusters Score -243498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243506.968750 Penalty: 2405.598633
	Iteration 12Q: 3 clusters Score -243507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243514.125000 Penalty: 2405.598633
	Iteration 13Q: 3 clusters Score -243514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243525.968750 Penalty: 2405.598633
	Iteration 14Q: 3 clusters Score -243526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243533.437500 Penalty: 2405.598633
	Iteration 15Q: 3 clusters Score -243533.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243546.171875 Penalty: 2405.598633
	Iteration 16Q: 3 clusters Score -243546.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -243573.250000 Penalty: 2405.598633
	Iteration 17Q: 3 clusters Score -243573.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -243596.203125 Penalty: 2405.598633
	Iteration 18Q: 3 clusters Score -243596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -243610.984375 Penalty: 2405.598633
	Iteration 19Q: 3 clusters Score -243611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243628.296875 Penalty: 2405.598633
	Iteration 20F: 3 clusters Score -243628.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243641.359375 Penalty: 2405.598633
	Iteration 21Q: 3 clusters Score -243641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -243660.062500 Penalty: 2405.598633
	Iteration 22Q: 3 clusters Score -243660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -243670.156250 Penalty: 2405.598633
	Iteration 23Q: 3 clusters Score -243670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -243674.781250 Penalty: 2405.598633
	Iteration 24Q: 3 clusters Score -243674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243677.765625 Penalty: 2405.598633
	Iteration 25Q: 3 clusters Score -243677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -243680.843750 Penalty: 2405.598633
	Iteration 26Q: 3 clusters Score -243680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -243681.578125 Penalty: 2405.598633
	Iteration 27Q: 3 clusters Score -243681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243682.015625 Penalty: 2405.598633
	Iteration 28Q: 3 clusters Score -243682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243683.406250 Penalty: 2405.598633
	Iteration 29Q: 3 clusters Score -243683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243683.656250 Penalty: 2405.598633
	Iteration 30Q: 3 clusters Score -243683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243683.656250 Penalty: 2405.598633
	Iteration 31F: 3 clusters Score -243683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -101774.195312 Penalty: 1091.052734
	Iteration 0F: 2 clusters Score -101774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100531.414062 Penalty: 2182.105469
	Iteration 0F: 3 clusters Score -100531.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100769.085938 Penalty: 2182.105469
	Iteration 1F: 3 clusters Score -100769.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100828.453125 Penalty: 2182.105469
	Iteration 2F: 3 clusters Score -100828.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100859.164062 Penalty: 2182.105469
	Iteration 3Q: 3 clusters Score -100859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100880.453125 Penalty: 2182.105469
	Iteration 4Q: 3 clusters Score -100880.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100900.656250 Penalty: 2182.105469
	Iteration 5Q: 3 clusters Score -100900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100919.000000 Penalty: 2182.105469
	Iteration 6Q: 3 clusters Score -100919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100941.976562 Penalty: 2182.105469
	Iteration 7Q: 3 clusters Score -100942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100946.812500 Penalty: 2182.105469
	Iteration 8Q: 3 clusters Score -100946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100950.875000 Penalty: 2182.105469
	Iteration 9Q: 3 clusters Score -100950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100954.695312 Penalty: 2182.105469
	Iteration 10Q: 3 clusters Score -100954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100957.695312 Penalty: 2182.105469
	Iteration 11Q: 3 clusters Score -100957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100957.945312 Penalty: 2182.105469
	Iteration 12Q: 3 clusters Score -100957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100957.945312 Penalty: 2182.105469
	Iteration 13F: 3 clusters Score -100957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Entering Unmasked Estep 
Score: -6764910.500000 Penalty: 1761.297974
	Iteration 0F: 2 clusters Score -6764910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6730841.500000 Penalty: 3522.595947
	Iteration 0F: 3 clusters Score -6730842 nChanged 23872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6744448.000000 Penalty: 3522.595947
	Iteration 1F: 3 clusters Score -6744448 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6745235.500000 Penalty: 3522.595947
	Iteration 2Q: 3 clusters Score -6745236 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6746267.000000 Penalty: 3522.595947
	Iteration 3Q: 3 clusters Score -6746267 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -6747853.500000 Penalty: 3522.595947
	Iteration 4F: 3 clusters Score -6747854 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6750074.000000 Penalty: 3522.595947
	Iteration 5F: 3 clusters Score -6750074 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6752865.500000 Penalty: 3522.595947
	Iteration 6F: 3 clusters Score -6752866 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6755910.000000 Penalty: 3522.595947
	Iteration 7F: 3 clusters Score -6755910 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6758212.000000 Penalty: 3522.595947
	Iteration 8F: 3 clusters Score -6758212 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6759528.500000 Penalty: 3522.595947
	Iteration 9Q: 3 clusters Score -6759528 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -6760210.500000 Penalty: 3522.595947
	Iteration 10Q: 3 clusters Score -6760210 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -6760662.000000 Penalty: 3522.595947
	Iteration 11Q: 3 clusters Score -6760662 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6761024.000000 Penalty: 3522.595947
	Iteration 12Q: 3 clusters Score -6761024 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -6761301.000000 Penalty: 3522.595947
	Iteration 13Q: 3 clusters Score -6761301 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -6761610.500000 Penalty: 3522.595947
	Iteration 14Q: 3 clusters Score -6761610 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -6761903.000000 Penalty: 3522.595947
	Iteration 15Q: 3 clusters Score -6761903 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -6762132.000000 Penalty: 3522.595947
	Iteration 16Q: 3 clusters Score -6762132 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6762319.000000 Penalty: 3522.595947
	Iteration 17Q: 3 clusters Score -6762319 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -6762466.000000 Penalty: 3522.595947
	Iteration 18Q: 3 clusters Score -6762466 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -6762595.000000 Penalty: 3522.595947
	Iteration 19Q: 3 clusters Score -6762595 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -6762720.000000 Penalty: 3522.595947
	Iteration 20F: 3 clusters Score -6762720 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6762861.500000 Penalty: 3522.595947
	Iteration 21Q: 3 clusters Score -6762862 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6762977.500000 Penalty: 3522.595947
	Iteration 22Q: 3 clusters Score -6762978 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6763084.500000 Penalty: 3522.595947
	Iteration 23Q: 3 clusters Score -6763084 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -6763204.500000 Penalty: 3522.595947
	Iteration 24Q: 3 clusters Score -6763204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6763292.000000 Penalty: 3522.595947
	Iteration 25Q: 3 clusters Score -6763292 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6763350.500000 Penalty: 3522.595947
	Iteration 26Q: 3 clusters Score -6763350 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6763401.000000 Penalty: 3522.595947
	Iteration 27Q: 3 clusters Score -6763401 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6763465.500000 Penalty: 3522.595947
	Iteration 28Q: 3 clusters Score -6763466 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -6763511.500000 Penalty: 3522.595947
	Iteration 29Q: 3 clusters Score -6763512 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6763564.000000 Penalty: 3522.595947
	Iteration 30Q: 3 clusters Score -6763564 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6763627.000000 Penalty: 3522.595947
	Iteration 31Q: 3 clusters Score -6763627 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6763690.500000 Penalty: 3522.595947
	Iteration 32Q: 3 clusters Score -6763690 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6763730.500000 Penalty: 3522.595947
	Iteration 33Q: 3 clusters Score -6763730 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6763748.500000 Penalty: 3522.595947
	Iteration 34Q: 3 clusters Score -6763748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6763778.000000 Penalty: 3522.595947
	Iteration 35Q: 3 clusters Score -6763778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6763800.500000 Penalty: 3522.595947
	Iteration 36Q: 3 clusters Score -6763800 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6763834.500000 Penalty: 3522.595947
	Iteration 37Q: 3 clusters Score -6763834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6763847.000000 Penalty: 3522.595947
	Iteration 38Q: 3 clusters Score -6763847 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6763876.500000 Penalty: 3522.595947
	Iteration 39Q: 3 clusters Score -6763876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6763895.500000 Penalty: 3522.595947
	Iteration 40F: 3 clusters Score -6763896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6763920.000000 Penalty: 3522.595947
	Iteration 41Q: 3 clusters Score -6763920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6763932.500000 Penalty: 3522.595947
	Iteration 42Q: 3 clusters Score -6763932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6763930.000000 Penalty: 3522.595947
	Iteration 43Q: 3 clusters Score -6763930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6763941.000000 Penalty: 3522.595947
	Iteration 44Q: 3 clusters Score -6763941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6763943.000000 Penalty: 3522.595947
	Iteration 45Q: 3 clusters Score -6763943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6763975.500000 Penalty: 3522.595947
	Iteration 46Q: 3 clusters Score -6763976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6763968.000000 Penalty: 3522.595947
	Iteration 47Q: 3 clusters Score -6763968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6763970.500000 Penalty: 3522.595947
	Iteration 48Q: 3 clusters Score -6763970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6763990.000000 Penalty: 3522.595947
	Iteration 49Q: 3 clusters Score -6763990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6764007.500000 Penalty: 3522.595947
	Iteration 50Q: 3 clusters Score -6764008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6764016.000000 Penalty: 3522.595947
	Iteration 51Q: 3 clusters Score -6764016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6764020.500000 Penalty: 3522.595947
	Iteration 52Q: 3 clusters Score -6764020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6764031.000000 Penalty: 3522.595947
	Iteration 53Q: 3 clusters Score -6764031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6764026.000000 Penalty: 3522.595947
	Iteration 54Q: 3 clusters Score -6764026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6764020.500000 Penalty: 3522.595947
	Iteration 55Q: 3 clusters Score -6764020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6764021.500000 Penalty: 3522.595947
	Iteration 56Q: 3 clusters Score -6764022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6764026.000000 Penalty: 3522.595947
	Iteration 57Q: 3 clusters Score -6764026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6764014.500000 Penalty: 3522.595947
	Iteration 58Q: 3 clusters Score -6764014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6764013.000000 Penalty: 3522.595947
	Iteration 59Q: 3 clusters Score -6764013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6764021.000000 Penalty: 3522.595947
	Iteration 60F: 3 clusters Score -6764021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6764021.500000 Penalty: 3522.595947
	Iteration 61Q: 3 clusters Score -6764022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6764016.500000 Penalty: 3522.595947
	Iteration 62Q: 3 clusters Score -6764016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6764026.000000 Penalty: 3522.595947
	Iteration 63Q: 3 clusters Score -6764026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6764028.000000 Penalty: 3522.595947
	Iteration 64Q: 3 clusters Score -6764028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6764033.500000 Penalty: 3522.595947
	Iteration 65Q: 3 clusters Score -6764034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6764035.000000 Penalty: 3522.595947
	Iteration 66Q: 3 clusters Score -6764035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6764043.000000 Penalty: 3522.595947
	Iteration 67Q: 3 clusters Score -6764043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6764039.500000 Penalty: 3522.595947
	Iteration 68Q: 3 clusters Score -6764040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6764023.000000 Penalty: 3522.595947
	Iteration 69Q: 3 clusters Score -6764023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6764030.000000 Penalty: 3522.595947
	Iteration 70Q: 3 clusters Score -6764030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6764031.000000 Penalty: 3522.595947
	Iteration 71Q: 3 clusters Score -6764031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6764037.500000 Penalty: 3522.595947
	Iteration 72Q: 3 clusters Score -6764038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6764045.000000 Penalty: 3522.595947
	Iteration 73Q: 3 clusters Score -6764045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6764054.500000 Penalty: 3522.595947
	Iteration 74Q: 3 clusters Score -6764054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6764045.500000 Penalty: 3522.595947
	Iteration 75Q: 3 clusters Score -6764046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6764039.500000 Penalty: 3522.595947
	Iteration 76Q: 3 clusters Score -6764040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6764039.000000 Penalty: 3522.595947
	Iteration 77Q: 3 clusters Score -6764039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6764041.500000 Penalty: 3522.595947
	Iteration 78Q: 3 clusters Score -6764042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6764040.500000 Penalty: 3522.595947
	Iteration 79Q: 3 clusters Score -6764040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6764044.500000 Penalty: 3522.595947
	Iteration 80F: 3 clusters Score -6764044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -1312498.625000 Penalty: 1498.698975
	Iteration 0F: 2 clusters Score -1312499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1305222.000000 Penalty: 2997.397949
	Iteration 0F: 3 clusters Score -1305222 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1308025.875000 Penalty: 2997.397949
	Iteration 1F: 3 clusters Score -1308026 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1308522.000000 Penalty: 2997.397949
	Iteration 2F: 3 clusters Score -1308522 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1308979.875000 Penalty: 2997.397949
	Iteration 3F: 3 clusters Score -1308980 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1309490.250000 Penalty: 2997.397949
	Iteration 4F: 3 clusters Score -1309490 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1309984.750000 Penalty: 2997.397949
	Iteration 5F: 3 clusters Score -1309985 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1310457.500000 Penalty: 2997.397949
	Iteration 6F: 3 clusters Score -1310458 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1310865.875000 Penalty: 2997.397949
	Iteration 7F: 3 clusters Score -1310866 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1311143.500000 Penalty: 2997.397949
	Iteration 8Q: 3 clusters Score -1311144 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1311379.500000 Penalty: 2997.397949
	Iteration 9Q: 3 clusters Score -1311380 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1311590.000000 Penalty: 2997.397949
	Iteration 10Q: 3 clusters Score -1311590 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1311763.500000 Penalty: 2997.397949
	Iteration 11Q: 3 clusters Score -1311764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1311899.500000 Penalty: 2997.397949
	Iteration 12Q: 3 clusters Score -1311900 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1312005.125000 Penalty: 2997.397949
	Iteration 13Q: 3 clusters Score -1312005 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1312119.375000 Penalty: 2997.397949
	Iteration 14Q: 3 clusters Score -1312119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1312217.000000 Penalty: 2997.397949
	Iteration 15Q: 3 clusters Score -1312217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1312302.000000 Penalty: 2997.397949
	Iteration 16Q: 3 clusters Score -1312302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1312372.500000 Penalty: 2997.397949
	Iteration 17Q: 3 clusters Score -1312372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1312420.000000 Penalty: 2997.397949
	Iteration 18Q: 3 clusters Score -1312420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1312451.625000 Penalty: 2997.397949
	Iteration 19Q: 3 clusters Score -1312452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1312479.125000 Penalty: 2997.397949
	Iteration 20F: 3 clusters Score -1312479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1312500.125000 Penalty: 2997.397949
	Iteration 21Q: 3 clusters Score -1312500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1312520.000000 Penalty: 2997.397949
	Iteration 22Q: 3 clusters Score -1312520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1312536.625000 Penalty: 2997.397949
	Iteration 23Q: 3 clusters Score -1312537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1312559.000000 Penalty: 2997.397949
	Iteration 24Q: 3 clusters Score -1312559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1312575.875000 Penalty: 2997.397949
	Iteration 25Q: 3 clusters Score -1312576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1312583.750000 Penalty: 2997.397949
	Iteration 26Q: 3 clusters Score -1312584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1312592.250000 Penalty: 2997.397949
	Iteration 27Q: 3 clusters Score -1312592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1312593.875000 Penalty: 2997.397949
	Iteration 28Q: 3 clusters Score -1312594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1312596.875000 Penalty: 2997.397949
	Iteration 29Q: 3 clusters Score -1312597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1312598.875000 Penalty: 2997.397949
	Iteration 30Q: 3 clusters Score -1312599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1312604.375000 Penalty: 2997.397949
	Iteration 31Q: 3 clusters Score -1312604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1312604.750000 Penalty: 2997.397949
	Iteration 32Q: 3 clusters Score -1312605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1312607.250000 Penalty: 2997.397949
	Iteration 33Q: 3 clusters Score -1312607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1312606.500000 Penalty: 2997.397949
	Iteration 34Q: 3 clusters Score -1312606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1312608.500000 Penalty: 2997.397949
	Iteration 35Q: 3 clusters Score -1312608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1312611.125000 Penalty: 2997.397949
	Iteration 36Q: 3 clusters Score -1312611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1312611.875000 Penalty: 2997.397949
	Iteration 37Q: 3 clusters Score -1312612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1312618.125000 Penalty: 2997.397949
	Iteration 38Q: 3 clusters Score -1312618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1312623.625000 Penalty: 2997.397949
	Iteration 39Q: 3 clusters Score -1312624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1312624.375000 Penalty: 2997.397949
	Iteration 40F: 3 clusters Score -1312624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1312624.750000 Penalty: 2997.397949
	Iteration 41Q: 3 clusters Score -1312625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1312625.375000 Penalty: 2997.397949
	Iteration 42Q: 3 clusters Score -1312625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1312623.625000 Penalty: 2997.397949
	Iteration 43Q: 3 clusters Score -1312624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1312623.625000 Penalty: 2997.397949
	Iteration 44F: 3 clusters Score -1312624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 1843 members 
Entering Unmasked Estep 
Score: -85964432.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85966272.000000 to -85964432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -649864.437500 Penalty: 1384.076416
	Iteration 0F: 2 clusters Score -649864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -645947.687500 Penalty: 2768.152832
	Iteration 0F: 3 clusters Score -645947.7 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -647103.125000 Penalty: 2768.152832
	Iteration 1F: 3 clusters Score -647103.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -647377.125000 Penalty: 2768.152832
	Iteration 2F: 3 clusters Score -647377.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -647658.250000 Penalty: 2768.152832
	Iteration 3F: 3 clusters Score -647658.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -647956.562500 Penalty: 2768.152832
	Iteration 4F: 3 clusters Score -647956.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -648215.062500 Penalty: 2768.152832
	Iteration 5F: 3 clusters Score -648215.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -648443.812500 Penalty: 2768.152832
	Iteration 6F: 3 clusters Score -648443.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -648602.125000 Penalty: 2768.152832
	Iteration 7Q: 3 clusters Score -648602.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -648689.625000 Penalty: 2768.152832
	Iteration 8Q: 3 clusters Score -648689.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -648738.187500 Penalty: 2768.152832
	Iteration 9Q: 3 clusters Score -648738.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -648772.312500 Penalty: 2768.152832
	Iteration 10Q: 3 clusters Score -648772.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -648791.750000 Penalty: 2768.152832
	Iteration 11Q: 3 clusters Score -648791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -648805.750000 Penalty: 2768.152832
	Iteration 12Q: 3 clusters Score -648805.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -648821.187500 Penalty: 2768.152832
	Iteration 13Q: 3 clusters Score -648821.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -648828.875000 Penalty: 2768.152832
	Iteration 14Q: 3 clusters Score -648828.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -648837.000000 Penalty: 2768.152832
	Iteration 15Q: 3 clusters Score -648837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -648846.812500 Penalty: 2768.152832
	Iteration 16Q: 3 clusters Score -648846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -648853.875000 Penalty: 2768.152832
	Iteration 17Q: 3 clusters Score -648853.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -648858.375000 Penalty: 2768.152832
	Iteration 18Q: 3 clusters Score -648858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -648862.812500 Penalty: 2768.152832
	Iteration 19Q: 3 clusters Score -648862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -648865.500000 Penalty: 2768.152832
	Iteration 20F: 3 clusters Score -648865.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -648870.750000 Penalty: 2768.152832
	Iteration 21Q: 3 clusters Score -648870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -648876.625000 Penalty: 2768.152832
	Iteration 22Q: 3 clusters Score -648876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -648881.000000 Penalty: 2768.152832
	Iteration 23Q: 3 clusters Score -648881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -648884.000000 Penalty: 2768.152832
	Iteration 24Q: 3 clusters Score -648884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -648886.750000 Penalty: 2768.152832
	Iteration 25Q: 3 clusters Score -648886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -648888.312500 Penalty: 2768.152832
	Iteration 26Q: 3 clusters Score -648888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -648889.437500 Penalty: 2768.152832
	Iteration 27Q: 3 clusters Score -648889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -648889.687500 Penalty: 2768.152832
	Iteration 28Q: 3 clusters Score -648889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -648889.625000 Penalty: 2768.152832
	Iteration 29Q: 3 clusters Score -648889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -648889.625000 Penalty: 2768.152832
	Iteration 30F: 3 clusters Score -648889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18432.111328 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18432.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17634.201172 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -17634.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17801.896484 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -17801.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17856.437500 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -17856.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17905.779297 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -17905.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17921.642578 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -17921.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17932.798828 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -17932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17961.427734 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -17961.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17991.218750 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -17991.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17997.722656 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -17997.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18006.652344 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -18006.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18006.652344 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -18006.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -454098.562500 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -454098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -451087.187500 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -451087.2 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -451828.906250 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -451828.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -451947.500000 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -451947.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -452035.343750 Penalty: 2649.370605
	Iteration 3Q: 3 clusters Score -452035.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -452088.656250 Penalty: 2649.370605
	Iteration 4Q: 3 clusters Score -452088.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -452128.562500 Penalty: 2649.370605
	Iteration 5Q: 3 clusters Score -452128.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -452162.437500 Penalty: 2649.370605
	Iteration 6Q: 3 clusters Score -452162.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -452207.406250 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -452207.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -452240.750000 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -452240.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -452269.500000 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -452269.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -452305.593750 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -452305.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -452340.781250 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -452340.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452373.875000 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -452373.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -452424.000000 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -452424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -452470.843750 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -452470.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -452507.625000 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -452507.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -452540.406250 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -452540.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -452585.750000 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -452585.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -452623.656250 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -452623.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -452655.156250 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -452655.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -452692.125000 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -452692.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -452733.937500 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -452733.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -452776.468750 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -452776.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -452816.781250 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -452816.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -452854.000000 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -452854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -452880.750000 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -452880.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -452903.468750 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -452903.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -452931.250000 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -452931.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -452954.125000 Penalty: 2649.370605
	Iteration 28Q: 3 clusters Score -452954.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -452970.156250 Penalty: 2649.370605
	Iteration 29Q: 3 clusters Score -452970.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -452983.937500 Penalty: 2649.370605
	Iteration 30Q: 3 clusters Score -452983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -452991.375000 Penalty: 2649.370605
	Iteration 31Q: 3 clusters Score -452991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -452995.812500 Penalty: 2649.370605
	Iteration 32Q: 3 clusters Score -452995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -453001.250000 Penalty: 2649.370605
	Iteration 33Q: 3 clusters Score -453001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -453008.062500 Penalty: 2649.370605
	Iteration 34Q: 3 clusters Score -453008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -453012.906250 Penalty: 2649.370605
	Iteration 35Q: 3 clusters Score -453012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -453015.437500 Penalty: 2649.370605
	Iteration 36Q: 3 clusters Score -453015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -453020.156250 Penalty: 2649.370605
	Iteration 37Q: 3 clusters Score -453020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -453024.000000 Penalty: 2649.370605
	Iteration 38Q: 3 clusters Score -453024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -453026.187500 Penalty: 2649.370605
	Iteration 39Q: 3 clusters Score -453026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -453028.281250 Penalty: 2649.370605
	Iteration 40F: 3 clusters Score -453028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -453031.625000 Penalty: 2649.370605
	Iteration 41Q: 3 clusters Score -453031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -453032.812500 Penalty: 2649.370605
	Iteration 42Q: 3 clusters Score -453032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -453035.000000 Penalty: 2649.370605
	Iteration 43Q: 3 clusters Score -453035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -453036.343750 Penalty: 2649.370605
	Iteration 44Q: 3 clusters Score -453036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -453040.937500 Penalty: 2649.370605
	Iteration 45Q: 3 clusters Score -453040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -453044.250000 Penalty: 2649.370605
	Iteration 46Q: 3 clusters Score -453044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -453049.218750 Penalty: 2649.370605
	Iteration 47Q: 3 clusters Score -453049.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -453055.750000 Penalty: 2649.370605
	Iteration 48Q: 3 clusters Score -453055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -453063.531250 Penalty: 2649.370605
	Iteration 49Q: 3 clusters Score -453063.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -453070.875000 Penalty: 2649.370605
	Iteration 50Q: 3 clusters Score -453070.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -453075.000000 Penalty: 2649.370605
	Iteration 51Q: 3 clusters Score -453075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -453078.031250 Penalty: 2649.370605
	Iteration 52Q: 3 clusters Score -453078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -453081.093750 Penalty: 2649.370605
	Iteration 53Q: 3 clusters Score -453081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -453082.812500 Penalty: 2649.370605
	Iteration 54Q: 3 clusters Score -453082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -453083.187500 Penalty: 2649.370605
	Iteration 55Q: 3 clusters Score -453083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -453084.406250 Penalty: 2649.370605
	Iteration 56Q: 3 clusters Score -453084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -453085.593750 Penalty: 2649.370605
	Iteration 57Q: 3 clusters Score -453085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -453087.781250 Penalty: 2649.370605
	Iteration 58Q: 3 clusters Score -453087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -453089.062500 Penalty: 2649.370605
	Iteration 59Q: 3 clusters Score -453089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -453088.968750 Penalty: 2649.370605
	Iteration 60F: 3 clusters Score -453089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -51333.019531 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -51333.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50434.125000 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -50434.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50810.035156 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -50810.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51051.179688 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -51051.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51210.734375 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -51210.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51340.808594 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -51340.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51424.402344 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -51424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51487.804688 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -51487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51500.503906 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -51500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51500.503906 Penalty: 1921.888550
	Iteration 8F: 3 clusters Score -51500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 118 members 
Entering Unmasked Estep 
Score: -85963832.000000 Penalty: 102362.921875
Splitting cluster 13 changes total score from -85966272.000000 to -85963832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -55873.296875 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -55873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54848.574219 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -54848.57 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55116.601562 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -55116.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55342.343750 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -55342.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -55497.035156 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -55497.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55650.351562 Penalty: 2062.901611
	Iteration 4F: 3 clusters Score -55650.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55750.601562 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -55750.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55822.699219 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -55822.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55901.019531 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -55901.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55955.207031 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -55955.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55992.406250 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -55992.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56023.917969 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -56023.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56053.386719 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -56053.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56079.355469 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -56079.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56090.089844 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -56090.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56093.347656 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -56093.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56096.105469 Penalty: 2062.901611
	Iteration 15F: 3 clusters Score -56096.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56100.753906 Penalty: 2062.901611
	Iteration 16Q: 3 clusters Score -56100.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56100.753906 Penalty: 2062.901611
	Iteration 17F: 3 clusters Score -56100.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 321 members 
Entering Unmasked Estep 
Score: -85963984.000000 Penalty: 102362.921875
Splitting cluster 14 changes total score from -85966272.000000 to -85963984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Entering Unmasked Estep 
Score: -2148034.000000 Penalty: 1578.135010
	Iteration 0F: 2 clusters Score -2148034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2136626.750000 Penalty: 3156.270020
	Iteration 0F: 3 clusters Score -2136627 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2140712.250000 Penalty: 3156.270020
	Iteration 1F: 3 clusters Score -2140712 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2141032.250000 Penalty: 3156.270020
	Iteration 2F: 3 clusters Score -2141032 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2141365.750000 Penalty: 3156.270020
	Iteration 3F: 3 clusters Score -2141366 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2141775.000000 Penalty: 3156.270020
	Iteration 4F: 3 clusters Score -2141775 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2142308.000000 Penalty: 3156.270020
	Iteration 5F: 3 clusters Score -2142308 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2143028.750000 Penalty: 3156.270020
	Iteration 6F: 3 clusters Score -2143029 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2143891.750000 Penalty: 3156.270020
	Iteration 7F: 3 clusters Score -2143892 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2144734.750000 Penalty: 3156.270020
	Iteration 8F: 3 clusters Score -2144735 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2145439.500000 Penalty: 3156.270020
	Iteration 9Q: 3 clusters Score -2145440 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2145920.000000 Penalty: 3156.270020
	Iteration 10Q: 3 clusters Score -2145920 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2146224.000000 Penalty: 3156.270020
	Iteration 11Q: 3 clusters Score -2146224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2146383.750000 Penalty: 3156.270020
	Iteration 12Q: 3 clusters Score -2146384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2146477.500000 Penalty: 3156.270020
	Iteration 13Q: 3 clusters Score -2146478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2146526.250000 Penalty: 3156.270020
	Iteration 14Q: 3 clusters Score -2146526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2146572.500000 Penalty: 3156.270020
	Iteration 15Q: 3 clusters Score -2146572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2146598.500000 Penalty: 3156.270020
	Iteration 16Q: 3 clusters Score -2146598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2146611.750000 Penalty: 3156.270020
	Iteration 17Q: 3 clusters Score -2146612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2146621.250000 Penalty: 3156.270020
	Iteration 18Q: 3 clusters Score -2146621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2146629.250000 Penalty: 3156.270020
	Iteration 19Q: 3 clusters Score -2146629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2146636.500000 Penalty: 3156.270020
	Iteration 20F: 3 clusters Score -2146636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2146641.250000 Penalty: 3156.270020
	Iteration 21Q: 3 clusters Score -2146641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2146647.500000 Penalty: 3156.270020
	Iteration 22Q: 3 clusters Score -2146648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2146651.250000 Penalty: 3156.270020
	Iteration 23Q: 3 clusters Score -2146651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2146657.000000 Penalty: 3156.270020
	Iteration 24Q: 3 clusters Score -2146657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2146658.750000 Penalty: 3156.270020
	Iteration 25Q: 3 clusters Score -2146659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2146660.250000 Penalty: 3156.270020
	Iteration 26Q: 3 clusters Score -2146660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2146663.000000 Penalty: 3156.270020
	Iteration 27Q: 3 clusters Score -2146663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2146663.000000 Penalty: 3156.270020
	Iteration 28F: 3 clusters Score -2146663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -33897.222656 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -33897.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33058.617188 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -33058.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33146.664062 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -33146.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33162.421875 Penalty: 1850.463013
	Iteration 2Q: 3 clusters Score -33162.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33176.050781 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -33176.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33185.800781 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -33185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33215.929688 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -33215.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33224.843750 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -33224.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33251.484375 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -33251.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33287.292969 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -33287.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33320.230469 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -33320.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33340.347656 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -33340.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33367.191406 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -33367.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33411.867188 Penalty: 1850.463013
	Iteration 12Q: 3 clusters Score -33411.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33434.742188 Penalty: 1850.463013
	Iteration 13Q: 3 clusters Score -33434.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33459.625000 Penalty: 1850.463013
	Iteration 14Q: 3 clusters Score -33459.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33474.476562 Penalty: 1850.463013
	Iteration 15Q: 3 clusters Score -33474.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33476.332031 Penalty: 1850.463013
	Iteration 16Q: 3 clusters Score -33476.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33487.445312 Penalty: 1850.463013
	Iteration 17Q: 3 clusters Score -33487.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33487.445312 Penalty: 1850.463013
	Iteration 18F: 3 clusters Score -33487.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -223610.015625 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -223610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -221920.187500 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -221920.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -222268.843750 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -222268.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222351.218750 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -222351.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -222413.843750 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -222413.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -222576.437500 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -222576.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -222798.546875 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -222798.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223009.750000 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -223009.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -223194.234375 Penalty: 2356.456543
	Iteration 7F: 3 clusters Score -223194.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -223334.296875 Penalty: 2356.456543
	Iteration 8F: 3 clusters Score -223334.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -223423.859375 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -223423.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -223487.062500 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -223487.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -223519.421875 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -223519.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -223535.703125 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -223535.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -223545.171875 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -223545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -223547.828125 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -223547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -223549.687500 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -223549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -223554.812500 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -223554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -223557.187500 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -223557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -223558.921875 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -223558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -223558.921875 Penalty: 2356.456543
	Iteration 19F: 3 clusters Score -223558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -1124716.375000 Penalty: 1477.615723
	Iteration 0F: 2 clusters Score -1124716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1118212.375000 Penalty: 2955.231445
	Iteration 0F: 3 clusters Score -1118212 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1120429.375000 Penalty: 2955.231445
	Iteration 1F: 3 clusters Score -1120429 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1120847.750000 Penalty: 2955.231445
	Iteration 2F: 3 clusters Score -1120848 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1121193.375000 Penalty: 2955.231445
	Iteration 3F: 3 clusters Score -1121193 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1121518.250000 Penalty: 2955.231445
	Iteration 4F: 3 clusters Score -1121518 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1121795.000000 Penalty: 2955.231445
	Iteration 5F: 3 clusters Score -1121795 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1122069.500000 Penalty: 2955.231445
	Iteration 6Q: 3 clusters Score -1122070 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1122366.500000 Penalty: 2955.231445
	Iteration 7Q: 3 clusters Score -1122366 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1122616.000000 Penalty: 2955.231445
	Iteration 8Q: 3 clusters Score -1122616 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1122811.625000 Penalty: 2955.231445
	Iteration 9Q: 3 clusters Score -1122812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1122961.375000 Penalty: 2955.231445
	Iteration 10Q: 3 clusters Score -1122961 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1123080.375000 Penalty: 2955.231445
	Iteration 11Q: 3 clusters Score -1123080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1123165.250000 Penalty: 2955.231445
	Iteration 12Q: 3 clusters Score -1123165 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1123234.500000 Penalty: 2955.231445
	Iteration 13Q: 3 clusters Score -1123234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1123289.250000 Penalty: 2955.231445
	Iteration 14Q: 3 clusters Score -1123289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1123347.875000 Penalty: 2955.231445
	Iteration 15Q: 3 clusters Score -1123348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1123409.750000 Penalty: 2955.231445
	Iteration 16Q: 3 clusters Score -1123410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1123476.125000 Penalty: 2955.231445
	Iteration 17Q: 3 clusters Score -1123476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1123531.500000 Penalty: 2955.231445
	Iteration 18Q: 3 clusters Score -1123532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1123573.125000 Penalty: 2955.231445
	Iteration 19Q: 3 clusters Score -1123573 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1123609.625000 Penalty: 2955.231445
	Iteration 20F: 3 clusters Score -1123610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1123649.000000 Penalty: 2955.231445
	Iteration 21Q: 3 clusters Score -1123649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1123683.625000 Penalty: 2955.231445
	Iteration 22Q: 3 clusters Score -1123684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1123710.500000 Penalty: 2955.231445
	Iteration 23Q: 3 clusters Score -1123710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1123740.875000 Penalty: 2955.231445
	Iteration 24Q: 3 clusters Score -1123741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1123758.000000 Penalty: 2955.231445
	Iteration 25Q: 3 clusters Score -1123758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1123770.375000 Penalty: 2955.231445
	Iteration 26Q: 3 clusters Score -1123770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1123782.625000 Penalty: 2955.231445
	Iteration 27Q: 3 clusters Score -1123783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1123788.750000 Penalty: 2955.231445
	Iteration 28Q: 3 clusters Score -1123789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1123792.625000 Penalty: 2955.231445
	Iteration 29Q: 3 clusters Score -1123793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1123798.750000 Penalty: 2955.231445
	Iteration 30Q: 3 clusters Score -1123799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1123800.000000 Penalty: 2955.231445
	Iteration 31Q: 3 clusters Score -1123800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1123803.375000 Penalty: 2955.231445
	Iteration 32Q: 3 clusters Score -1123803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1123803.125000 Penalty: 2955.231445
	Iteration 33Q: 3 clusters Score -1123803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1123804.375000 Penalty: 2955.231445
	Iteration 34Q: 3 clusters Score -1123804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1123803.750000 Penalty: 2955.231445
	Iteration 35Q: 3 clusters Score -1123804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1123803.125000 Penalty: 2955.231445
	Iteration 36Q: 3 clusters Score -1123803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1123803.125000 Penalty: 2955.231445
	Iteration 37Q: 3 clusters Score -1123803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1123804.125000 Penalty: 2955.231445
	Iteration 38Q: 3 clusters Score -1123804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1123804.125000 Penalty: 2955.231445
	Iteration 39F: 3 clusters Score -1123804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -6288.927734 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -6288.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5635.940918 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -5635.941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5708.431152 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -5708.431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5718.038574 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -5718.039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5725.055664 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -5725.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5725.055664 Penalty: 1667.217041
	Iteration 4F: 3 clusters Score -5725.056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -17408.828125 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -17408.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16737.193359 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -16737.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16803.580078 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -16803.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16814.611328 Penalty: 1696.615723
	Iteration 2Q: 3 clusters Score -16814.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16814.611328 Penalty: 1696.615723
	Iteration 3F: 3 clusters Score -16814.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -36144.250000 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -36144.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35251.796875 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -35251.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35484.808594 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -35484.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35600.203125 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -35600.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35674.214844 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -35674.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35725.886719 Penalty: 1931.409912
	Iteration 4F: 3 clusters Score -35725.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35745.582031 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -35745.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35763.125000 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -35763.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35802.445312 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -35802.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35815.332031 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -35815.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35816.066406 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -35816.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35816.066406 Penalty: 1931.409912
	Iteration 10F: 3 clusters Score -35816.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30226.488281 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -30226.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29421.404297 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -29421.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29533.390625 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -29533.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29552.734375 Penalty: 1817.070801
	Iteration 2Q: 3 clusters Score -29552.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29588.220703 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -29588.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29610.660156 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -29610.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29632.488281 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -29632.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29637.603516 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -29637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29644.355469 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -29644.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29653.757812 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -29653.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29675.333984 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -29675.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29675.333984 Penalty: 1817.070801
	Iteration 10F: 3 clusters Score -29675.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1146001.000000 Penalty: 1478.017212
	Iteration 0F: 2 clusters Score -1146001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1139466.875000 Penalty: 2956.034424
	Iteration 0F: 3 clusters Score -1139467 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1141589.500000 Penalty: 2956.034424
	Iteration 1F: 3 clusters Score -1141590 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1141848.625000 Penalty: 2956.034424
	Iteration 2F: 3 clusters Score -1141849 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1142055.750000 Penalty: 2956.034424
	Iteration 3F: 3 clusters Score -1142056 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1142234.000000 Penalty: 2956.034424
	Iteration 4Q: 3 clusters Score -1142234 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1142403.000000 Penalty: 2956.034424
	Iteration 5Q: 3 clusters Score -1142403 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1142630.125000 Penalty: 2956.034424
	Iteration 6Q: 3 clusters Score -1142630 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1142902.125000 Penalty: 2956.034424
	Iteration 7Q: 3 clusters Score -1142902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1143186.000000 Penalty: 2956.034424
	Iteration 8Q: 3 clusters Score -1143186 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1143531.625000 Penalty: 2956.034424
	Iteration 9Q: 3 clusters Score -1143532 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1143941.875000 Penalty: 2956.034424
	Iteration 10Q: 3 clusters Score -1143942 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1144405.625000 Penalty: 2956.034424
	Iteration 11F: 3 clusters Score -1144406 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1144804.750000 Penalty: 2956.034424
	Iteration 12Q: 3 clusters Score -1144805 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1145074.750000 Penalty: 2956.034424
	Iteration 13Q: 3 clusters Score -1145075 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1145220.500000 Penalty: 2956.034424
	Iteration 14Q: 3 clusters Score -1145220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1145291.125000 Penalty: 2956.034424
	Iteration 15Q: 3 clusters Score -1145291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1145336.000000 Penalty: 2956.034424
	Iteration 16Q: 3 clusters Score -1145336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1145360.125000 Penalty: 2956.034424
	Iteration 17Q: 3 clusters Score -1145360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1145371.500000 Penalty: 2956.034424
	Iteration 18Q: 3 clusters Score -1145372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1145376.500000 Penalty: 2956.034424
	Iteration 19Q: 3 clusters Score -1145376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1145383.250000 Penalty: 2956.034424
	Iteration 20F: 3 clusters Score -1145383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1145389.000000 Penalty: 2956.034424
	Iteration 21Q: 3 clusters Score -1145389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1145390.375000 Penalty: 2956.034424
	Iteration 22Q: 3 clusters Score -1145390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1145391.375000 Penalty: 2956.034424
	Iteration 23Q: 3 clusters Score -1145391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1145393.250000 Penalty: 2956.034424
	Iteration 24Q: 3 clusters Score -1145393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1145395.125000 Penalty: 2956.034424
	Iteration 25Q: 3 clusters Score -1145395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1145396.375000 Penalty: 2956.034424
	Iteration 26Q: 3 clusters Score -1145396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1145397.125000 Penalty: 2956.034424
	Iteration 27Q: 3 clusters Score -1145397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1145396.500000 Penalty: 2956.034424
	Iteration 28Q: 3 clusters Score -1145396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1145397.375000 Penalty: 2956.034424
	Iteration 29Q: 3 clusters Score -1145397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1145397.375000 Penalty: 2956.034424
	Iteration 30Q: 3 clusters Score -1145397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1145397.875000 Penalty: 2956.034424
	Iteration 31Q: 3 clusters Score -1145398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1145397.875000 Penalty: 2956.034424
	Iteration 32F: 3 clusters Score -1145398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -33591.722656 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -33591.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32632.923828 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -32632.92 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32946.214844 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -32946.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33059.425781 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -33059.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33155.597656 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -33155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33222.480469 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -33222.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33245.453125 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -33245.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33255.417969 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -33255.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33261.625000 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -33261.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33279.031250 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -33279.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33282.101562 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -33282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33285.691406 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -33285.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33286.535156 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -33286.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33286.535156 Penalty: 1983.331543
	Iteration 12F: 3 clusters Score -33286.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Entering Unmasked Estep 
Score: -9229013.000000 Penalty: 1811.700073
	Iteration 0F: 2 clusters Score -9229013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -9183701.000000 Penalty: 3623.400146
	Iteration 0F: 3 clusters Score -9183701 nChanged 32898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -9203184.000000 Penalty: 3623.400146
	Iteration 1F: 3 clusters Score -9203184 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9204323.000000 Penalty: 3623.400146
	Iteration 2Q: 3 clusters Score -9204323 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9205828.000000 Penalty: 3623.400146
	Iteration 3Q: 3 clusters Score -9205828 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -9207837.000000 Penalty: 3623.400146
	Iteration 4F: 3 clusters Score -9207837 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -9210561.000000 Penalty: 3623.400146
	Iteration 5F: 3 clusters Score -9210561 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -9214032.000000 Penalty: 3623.400146
	Iteration 6F: 3 clusters Score -9214032 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -9217030.000000 Penalty: 3623.400146
	Iteration 7F: 3 clusters Score -9217030 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -9218807.000000 Penalty: 3623.400146
	Iteration 8Q: 3 clusters Score -9218807 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -9219738.000000 Penalty: 3623.400146
	Iteration 9Q: 3 clusters Score -9219738 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -9220515.000000 Penalty: 3623.400146
	Iteration 10Q: 3 clusters Score -9220515 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -9221107.000000 Penalty: 3623.400146
	Iteration 11Q: 3 clusters Score -9221107 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -9221760.000000 Penalty: 3623.400146
	Iteration 12Q: 3 clusters Score -9221760 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -9222409.000000 Penalty: 3623.400146
	Iteration 13Q: 3 clusters Score -9222409 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -9223154.000000 Penalty: 3623.400146
	Iteration 14Q: 3 clusters Score -9223154 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -9223914.000000 Penalty: 3623.400146
	Iteration 15Q: 3 clusters Score -9223914 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -9224572.000000 Penalty: 3623.400146
	Iteration 16Q: 3 clusters Score -9224572 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -9225315.000000 Penalty: 3623.400146
	Iteration 17Q: 3 clusters Score -9225315 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -9225944.000000 Penalty: 3623.400146
	Iteration 18Q: 3 clusters Score -9225944 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -9226488.000000 Penalty: 3623.400146
	Iteration 19Q: 3 clusters Score -9226488 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -9226846.000000 Penalty: 3623.400146
	Iteration 20F: 3 clusters Score -9226846 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -9227037.000000 Penalty: 3623.400146
	Iteration 21Q: 3 clusters Score -9227037 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -9227197.000000 Penalty: 3623.400146
	Iteration 22Q: 3 clusters Score -9227197 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -9227326.000000 Penalty: 3623.400146
	Iteration 23Q: 3 clusters Score -9227326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -9227415.000000 Penalty: 3623.400146
	Iteration 24Q: 3 clusters Score -9227415 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -9227457.000000 Penalty: 3623.400146
	Iteration 25Q: 3 clusters Score -9227457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -9227486.000000 Penalty: 3623.400146
	Iteration 26Q: 3 clusters Score -9227486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -9227511.000000 Penalty: 3623.400146
	Iteration 27Q: 3 clusters Score -9227511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -9227512.000000 Penalty: 3623.400146
	Iteration 28Q: 3 clusters Score -9227512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -9227510.000000 Penalty: 3623.400146
	Iteration 29Q: 3 clusters Score -9227510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -9227528.000000 Penalty: 3623.400146
	Iteration 30Q: 3 clusters Score -9227528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -9227531.000000 Penalty: 3623.400146
	Iteration 31Q: 3 clusters Score -9227531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -9227543.000000 Penalty: 3623.400146
	Iteration 32Q: 3 clusters Score -9227543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -9227546.000000 Penalty: 3623.400146
	Iteration 33Q: 3 clusters Score -9227546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -9227543.000000 Penalty: 3623.400146
	Iteration 34Q: 3 clusters Score -9227543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -9227544.000000 Penalty: 3623.400146
	Iteration 35Q: 3 clusters Score -9227544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -9227544.000000 Penalty: 3623.400146
	Iteration 36F: 3 clusters Score -9227544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -112698.757812 Penalty: 1114.857910
	Iteration 0F: 2 clusters Score -112698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111316.000000 Penalty: 2229.715820
	Iteration 0F: 3 clusters Score -111316 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111661.773438 Penalty: 2229.715820
	Iteration 1F: 3 clusters Score -111661.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111827.960938 Penalty: 2229.715820
	Iteration 2F: 3 clusters Score -111828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111940.093750 Penalty: 2229.715820
	Iteration 3F: 3 clusters Score -111940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112035.562500 Penalty: 2229.715820
	Iteration 4F: 3 clusters Score -112035.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112150.757812 Penalty: 2229.715820
	Iteration 5F: 3 clusters Score -112150.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112203.828125 Penalty: 2229.715820
	Iteration 6Q: 3 clusters Score -112203.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112233.671875 Penalty: 2229.715820
	Iteration 7Q: 3 clusters Score -112233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112245.140625 Penalty: 2229.715820
	Iteration 8Q: 3 clusters Score -112245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112249.906250 Penalty: 2229.715820
	Iteration 9Q: 3 clusters Score -112249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112251.789062 Penalty: 2229.715820
	Iteration 10Q: 3 clusters Score -112251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112253.835938 Penalty: 2229.715820
	Iteration 11Q: 3 clusters Score -112253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112258.750000 Penalty: 2229.715820
	Iteration 12Q: 3 clusters Score -112258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112260.585938 Penalty: 2229.715820
	Iteration 13Q: 3 clusters Score -112260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112260.585938 Penalty: 2229.715820
	Iteration 14F: 3 clusters Score -112260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72635.843750 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72635.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71496.742188 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71496.74 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71711.015625 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71711.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71786.757812 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71786.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71812.539062 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71812.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71821.132812 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71821.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71826.695312 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71829.453125 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71829.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71830.320312 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71830.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71830.593750 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71830.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71830.593750 Penalty: 2098.959961
	Iteration 9F: 3 clusters Score -71830.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -1376408.500000 Penalty: 1508.477783
	Iteration 0F: 2 clusters Score -1376408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1368749.750000 Penalty: 3016.955566
	Iteration 0F: 3 clusters Score -1368750 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1371237.375000 Penalty: 3016.955566
	Iteration 1F: 3 clusters Score -1371237 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1371486.000000 Penalty: 3016.955566
	Iteration 2F: 3 clusters Score -1371486 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1371714.125000 Penalty: 3016.955566
	Iteration 3Q: 3 clusters Score -1371714 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1371924.125000 Penalty: 3016.955566
	Iteration 4Q: 3 clusters Score -1371924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1372148.625000 Penalty: 3016.955566
	Iteration 5Q: 3 clusters Score -1372149 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1372403.250000 Penalty: 3016.955566
	Iteration 6Q: 3 clusters Score -1372403 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1372687.500000 Penalty: 3016.955566
	Iteration 7Q: 3 clusters Score -1372688 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1373036.500000 Penalty: 3016.955566
	Iteration 8Q: 3 clusters Score -1373036 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1373406.000000 Penalty: 3016.955566
	Iteration 9Q: 3 clusters Score -1373406 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1373821.125000 Penalty: 3016.955566
	Iteration 10Q: 3 clusters Score -1373821 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1374209.375000 Penalty: 3016.955566
	Iteration 11Q: 3 clusters Score -1374209 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1374485.000000 Penalty: 3016.955566
	Iteration 12Q: 3 clusters Score -1374485 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1374691.750000 Penalty: 3016.955566
	Iteration 13Q: 3 clusters Score -1374692 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1374841.500000 Penalty: 3016.955566
	Iteration 14Q: 3 clusters Score -1374842 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1374946.375000 Penalty: 3016.955566
	Iteration 15Q: 3 clusters Score -1374946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1375039.500000 Penalty: 3016.955566
	Iteration 16Q: 3 clusters Score -1375040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1375097.750000 Penalty: 3016.955566
	Iteration 17Q: 3 clusters Score -1375098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1375142.250000 Penalty: 3016.955566
	Iteration 18Q: 3 clusters Score -1375142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1375179.250000 Penalty: 3016.955566
	Iteration 19Q: 3 clusters Score -1375179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1375211.125000 Penalty: 3016.955566
	Iteration 20F: 3 clusters Score -1375211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1375232.000000 Penalty: 3016.955566
	Iteration 21Q: 3 clusters Score -1375232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1375258.625000 Penalty: 3016.955566
	Iteration 22Q: 3 clusters Score -1375259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1375289.125000 Penalty: 3016.955566
	Iteration 23Q: 3 clusters Score -1375289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1375308.375000 Penalty: 3016.955566
	Iteration 24Q: 3 clusters Score -1375308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1375328.000000 Penalty: 3016.955566
	Iteration 25Q: 3 clusters Score -1375328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1375338.750000 Penalty: 3016.955566
	Iteration 26Q: 3 clusters Score -1375339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1375349.875000 Penalty: 3016.955566
	Iteration 27Q: 3 clusters Score -1375350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1375354.375000 Penalty: 3016.955566
	Iteration 28Q: 3 clusters Score -1375354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1375356.625000 Penalty: 3016.955566
	Iteration 29Q: 3 clusters Score -1375357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1375359.375000 Penalty: 3016.955566
	Iteration 30Q: 3 clusters Score -1375359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1375361.000000 Penalty: 3016.955566
	Iteration 31Q: 3 clusters Score -1375361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1375359.875000 Penalty: 3016.955566
	Iteration 32Q: 3 clusters Score -1375360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1375359.875000 Penalty: 3016.955566
	Iteration 33F: 3 clusters Score -1375360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -45796.945312 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -45796.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44860.355469 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -44860.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45011.402344 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -45011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45081.777344 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -45081.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45118.988281 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -45118.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45151.054688 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -45151.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -45181.484375 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -45181.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -45204.519531 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -45204.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -45216.023438 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -45216.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -45230.988281 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -45230.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45241.781250 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -45241.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45248.578125 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -45248.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45250.687500 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -45250.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45252.347656 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -45252.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45252.347656 Penalty: 1921.008911
	Iteration 13F: 3 clusters Score -45252.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Entering Unmasked Estep 
Score: -2685210.750000 Penalty: 1578.479248
	Iteration 0F: 2 clusters Score -2685211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2673958.500000 Penalty: 3156.958496
	Iteration 0F: 3 clusters Score -2673958 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2677957.750000 Penalty: 3156.958496
	Iteration 1F: 3 clusters Score -2677958 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2678463.750000 Penalty: 3156.958496
	Iteration 2F: 3 clusters Score -2678464 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2679062.000000 Penalty: 3156.958496
	Iteration 3F: 3 clusters Score -2679062 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2679832.250000 Penalty: 3156.958496
	Iteration 4F: 3 clusters Score -2679832 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2680734.500000 Penalty: 3156.958496
	Iteration 5F: 3 clusters Score -2680734 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2681456.250000 Penalty: 3156.958496
	Iteration 6F: 3 clusters Score -2681456 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2681978.500000 Penalty: 3156.958496
	Iteration 7F: 3 clusters Score -2681978 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2682278.500000 Penalty: 3156.958496
	Iteration 8Q: 3 clusters Score -2682278 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2682453.500000 Penalty: 3156.958496
	Iteration 9Q: 3 clusters Score -2682454 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2682557.000000 Penalty: 3156.958496
	Iteration 10Q: 3 clusters Score -2682557 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2682624.500000 Penalty: 3156.958496
	Iteration 11Q: 3 clusters Score -2682624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2682673.500000 Penalty: 3156.958496
	Iteration 12Q: 3 clusters Score -2682674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2682692.750000 Penalty: 3156.958496
	Iteration 13Q: 3 clusters Score -2682693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2682721.000000 Penalty: 3156.958496
	Iteration 14Q: 3 clusters Score -2682721 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2682746.250000 Penalty: 3156.958496
	Iteration 15Q: 3 clusters Score -2682746 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2682800.000000 Penalty: 3156.958496
	Iteration 16Q: 3 clusters Score -2682800 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2682849.250000 Penalty: 3156.958496
	Iteration 17Q: 3 clusters Score -2682849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2682882.250000 Penalty: 3156.958496
	Iteration 18Q: 3 clusters Score -2682882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2682904.750000 Penalty: 3156.958496
	Iteration 19Q: 3 clusters Score -2682905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2682929.500000 Penalty: 3156.958496
	Iteration 20F: 3 clusters Score -2682930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2682981.500000 Penalty: 3156.958496
	Iteration 21Q: 3 clusters Score -2682982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2683052.750000 Penalty: 3156.958496
	Iteration 22Q: 3 clusters Score -2683053 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2683139.250000 Penalty: 3156.958496
	Iteration 23Q: 3 clusters Score -2683139 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2683239.000000 Penalty: 3156.958496
	Iteration 24Q: 3 clusters Score -2683239 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2683329.250000 Penalty: 3156.958496
	Iteration 25Q: 3 clusters Score -2683329 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2683410.500000 Penalty: 3156.958496
	Iteration 26Q: 3 clusters Score -2683410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2683505.500000 Penalty: 3156.958496
	Iteration 27Q: 3 clusters Score -2683506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2683549.250000 Penalty: 3156.958496
	Iteration 28Q: 3 clusters Score -2683549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2683571.750000 Penalty: 3156.958496
	Iteration 29Q: 3 clusters Score -2683572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2683594.500000 Penalty: 3156.958496
	Iteration 30Q: 3 clusters Score -2683594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2683604.000000 Penalty: 3156.958496
	Iteration 31Q: 3 clusters Score -2683604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2683624.750000 Penalty: 3156.958496
	Iteration 32Q: 3 clusters Score -2683625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2683632.250000 Penalty: 3156.958496
	Iteration 33Q: 3 clusters Score -2683632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2683654.500000 Penalty: 3156.958496
	Iteration 34Q: 3 clusters Score -2683654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2683677.750000 Penalty: 3156.958496
	Iteration 35Q: 3 clusters Score -2683678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2683677.000000 Penalty: 3156.958496
	Iteration 36Q: 3 clusters Score -2683677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2683685.000000 Penalty: 3156.958496
	Iteration 37Q: 3 clusters Score -2683685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2683686.000000 Penalty: 3156.958496
	Iteration 38Q: 3 clusters Score -2683686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2683692.000000 Penalty: 3156.958496
	Iteration 39Q: 3 clusters Score -2683692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2683694.500000 Penalty: 3156.958496
	Iteration 40F: 3 clusters Score -2683694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2683700.250000 Penalty: 3156.958496
	Iteration 41Q: 3 clusters Score -2683700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2683701.500000 Penalty: 3156.958496
	Iteration 42Q: 3 clusters Score -2683702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2683691.000000 Penalty: 3156.958496
	Iteration 43Q: 3 clusters Score -2683691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2683691.000000 Penalty: 3156.958496
	Iteration 44F: 3 clusters Score -2683691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Entering Unmasked Estep 
Score: -8500356.000000 Penalty: 1797.618774
	Iteration 0F: 2 clusters Score -8500356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -8459243.000000 Penalty: 3595.237549
	Iteration 0F: 3 clusters Score -8459243 nChanged 30081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8476083.000000 Penalty: 3595.237549
	Iteration 1F: 3 clusters Score -8476083 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -8476679.000000 Penalty: 3595.237549
	Iteration 2Q: 3 clusters Score -8476679 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -8477341.000000 Penalty: 3595.237549
	Iteration 3Q: 3 clusters Score -8477341 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8478393.000000 Penalty: 3595.237549
	Iteration 4Q: 3 clusters Score -8478393 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8479785.000000 Penalty: 3595.237549
	Iteration 5F: 3 clusters Score -8479785 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -8481855.000000 Penalty: 3595.237549
	Iteration 6F: 3 clusters Score -8481855 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -8484956.000000 Penalty: 3595.237549
	Iteration 7F: 3 clusters Score -8484956 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -8488761.000000 Penalty: 3595.237549
	Iteration 8F: 3 clusters Score -8488761 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -8492435.000000 Penalty: 3595.237549
	Iteration 9F: 3 clusters Score -8492435 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -8495277.000000 Penalty: 3595.237549
	Iteration 10Q: 3 clusters Score -8495277 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -8496735.000000 Penalty: 3595.237549
	Iteration 11Q: 3 clusters Score -8496735 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -8497394.000000 Penalty: 3595.237549
	Iteration 12Q: 3 clusters Score -8497394 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -8497723.000000 Penalty: 3595.237549
	Iteration 13Q: 3 clusters Score -8497723 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -8497978.000000 Penalty: 3595.237549
	Iteration 14Q: 3 clusters Score -8497978 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -8498185.000000 Penalty: 3595.237549
	Iteration 15Q: 3 clusters Score -8498185 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8498359.000000 Penalty: 3595.237549
	Iteration 16Q: 3 clusters Score -8498359 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8498500.000000 Penalty: 3595.237549
	Iteration 17Q: 3 clusters Score -8498500 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8498619.000000 Penalty: 3595.237549
	Iteration 18Q: 3 clusters Score -8498619 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8498728.000000 Penalty: 3595.237549
	Iteration 19Q: 3 clusters Score -8498728 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8498778.000000 Penalty: 3595.237549
	Iteration 20F: 3 clusters Score -8498778 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8498858.000000 Penalty: 3595.237549
	Iteration 21Q: 3 clusters Score -8498858 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -8498942.000000 Penalty: 3595.237549
	Iteration 22Q: 3 clusters Score -8498942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8499017.000000 Penalty: 3595.237549
	Iteration 23Q: 3 clusters Score -8499017 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8499065.000000 Penalty: 3595.237549
	Iteration 24Q: 3 clusters Score -8499065 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8499094.000000 Penalty: 3595.237549
	Iteration 25Q: 3 clusters Score -8499094 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8499122.000000 Penalty: 3595.237549
	Iteration 26Q: 3 clusters Score -8499122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8499154.000000 Penalty: 3595.237549
	Iteration 27Q: 3 clusters Score -8499154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8499125.000000 Penalty: 3595.237549
	Iteration 28Q: 3 clusters Score -8499125 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8499157.000000 Penalty: 3595.237549
	Iteration 29Q: 3 clusters Score -8499157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8499151.000000 Penalty: 3595.237549
	Iteration 30Q: 3 clusters Score -8499151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8499168.000000 Penalty: 3595.237549
	Iteration 31Q: 3 clusters Score -8499168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8499150.000000 Penalty: 3595.237549
	Iteration 32Q: 3 clusters Score -8499150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8499142.000000 Penalty: 3595.237549
	Iteration 33Q: 3 clusters Score -8499142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8499142.000000 Penalty: 3595.237549
	Iteration 34Q: 3 clusters Score -8499142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8499156.000000 Penalty: 3595.237549
	Iteration 35Q: 3 clusters Score -8499156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8499147.000000 Penalty: 3595.237549
	Iteration 36Q: 3 clusters Score -8499147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8499168.000000 Penalty: 3595.237549
	Iteration 37Q: 3 clusters Score -8499168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8499180.000000 Penalty: 3595.237549
	Iteration 38Q: 3 clusters Score -8499180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8499168.000000 Penalty: 3595.237549
	Iteration 39Q: 3 clusters Score -8499168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8499159.000000 Penalty: 3595.237549
	Iteration 40F: 3 clusters Score -8499159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8499162.000000 Penalty: 3595.237549
	Iteration 41Q: 3 clusters Score -8499162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8499151.000000 Penalty: 3595.237549
	Iteration 42Q: 3 clusters Score -8499151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8499153.000000 Penalty: 3595.237549
	Iteration 43Q: 3 clusters Score -8499153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8499159.000000 Penalty: 3595.237549
	Iteration 44Q: 3 clusters Score -8499159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8499156.000000 Penalty: 3595.237549
	Iteration 45Q: 3 clusters Score -8499156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8499157.000000 Penalty: 3595.237549
	Iteration 46Q: 3 clusters Score -8499157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8499158.000000 Penalty: 3595.237549
	Iteration 47Q: 3 clusters Score -8499158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8499151.000000 Penalty: 3595.237549
	Iteration 48Q: 3 clusters Score -8499151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8499153.000000 Penalty: 3595.237549
	Iteration 49Q: 3 clusters Score -8499153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8499147.000000 Penalty: 3595.237549
	Iteration 50Q: 3 clusters Score -8499147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8499141.000000 Penalty: 3595.237549
	Iteration 51Q: 3 clusters Score -8499141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8499130.000000 Penalty: 3595.237549
	Iteration 52Q: 3 clusters Score -8499130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8499131.000000 Penalty: 3595.237549
	Iteration 53Q: 3 clusters Score -8499131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8499132.000000 Penalty: 3595.237549
	Iteration 54Q: 3 clusters Score -8499132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8499127.000000 Penalty: 3595.237549
	Iteration 55Q: 3 clusters Score -8499127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8499117.000000 Penalty: 3595.237549
	Iteration 56Q: 3 clusters Score -8499117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8499114.000000 Penalty: 3595.237549
	Iteration 57Q: 3 clusters Score -8499114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8499117.000000 Penalty: 3595.237549
	Iteration 58Q: 3 clusters Score -8499117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8499116.000000 Penalty: 3595.237549
	Iteration 59Q: 3 clusters Score -8499116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8499119.000000 Penalty: 3595.237549
	Iteration 60F: 3 clusters Score -8499119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8499123.000000 Penalty: 3595.237549
	Iteration 61Q: 3 clusters Score -8499123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8499118.000000 Penalty: 3595.237549
	Iteration 62Q: 3 clusters Score -8499118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8499113.000000 Penalty: 3595.237549
	Iteration 63Q: 3 clusters Score -8499113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8499117.000000 Penalty: 3595.237549
	Iteration 64Q: 3 clusters Score -8499117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8499118.000000 Penalty: 3595.237549
	Iteration 65Q: 3 clusters Score -8499118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8499119.000000 Penalty: 3595.237549
	Iteration 66Q: 3 clusters Score -8499119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8499116.000000 Penalty: 3595.237549
	Iteration 67Q: 3 clusters Score -8499116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8499120.000000 Penalty: 3595.237549
	Iteration 68Q: 3 clusters Score -8499120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8499121.000000 Penalty: 3595.237549
	Iteration 69Q: 3 clusters Score -8499121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8499117.000000 Penalty: 3595.237549
	Iteration 70Q: 3 clusters Score -8499117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8499119.000000 Penalty: 3595.237549
	Iteration 71Q: 3 clusters Score -8499119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8499118.000000 Penalty: 3595.237549
	Iteration 72Q: 3 clusters Score -8499118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8499116.000000 Penalty: 3595.237549
	Iteration 73Q: 3 clusters Score -8499116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8499114.000000 Penalty: 3595.237549
	Iteration 74Q: 3 clusters Score -8499114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8499117.000000 Penalty: 3595.237549
	Iteration 75Q: 3 clusters Score -8499117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8499118.000000 Penalty: 3595.237549
	Iteration 76Q: 3 clusters Score -8499118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8499118.000000 Penalty: 3595.237549
	Iteration 77F: 3 clusters Score -8499118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -16507.880859 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -16507.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15809.999023 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -15810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15930.373047 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -15930.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16010.179688 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -16010.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16053.896484 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -16053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16074.775391 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -16074.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16079.322266 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -16079.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16095.121094 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -16095.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16106.304688 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -16106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16114.196289 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -16114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16114.196289 Penalty: 1805.969116
	Iteration 9F: 3 clusters Score -16114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27349.361328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -27349.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26652.474609 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -26652.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26882.548828 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -26882.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26996.070312 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -26996.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27072.593750 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -27072.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27109.257812 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -27109.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27134.574219 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -27134.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27168.365234 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -27168.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27198.419922 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -27198.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27198.419922 Penalty: 1863.335938
	Iteration 8F: 3 clusters Score -27198.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -304221.593750 Penalty: 1265.920898
	Iteration 0F: 2 clusters Score -304221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301870.062500 Penalty: 2531.841797
	Iteration 0F: 3 clusters Score -301870.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -302473.187500 Penalty: 2531.841797
	Iteration 1F: 3 clusters Score -302473.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -302660.875000 Penalty: 2531.841797
	Iteration 2F: 3 clusters Score -302660.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -302833.500000 Penalty: 2531.841797
	Iteration 3F: 3 clusters Score -302833.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302972.031250 Penalty: 2531.841797
	Iteration 4F: 3 clusters Score -302972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -303110.468750 Penalty: 2531.841797
	Iteration 5Q: 3 clusters Score -303110.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303279.843750 Penalty: 2531.841797
	Iteration 6F: 3 clusters Score -303279.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -303428.843750 Penalty: 2531.841797
	Iteration 7F: 3 clusters Score -303428.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -303539.406250 Penalty: 2531.841797
	Iteration 8Q: 3 clusters Score -303539.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303616.531250 Penalty: 2531.841797
	Iteration 9Q: 3 clusters Score -303616.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303651.437500 Penalty: 2531.841797
	Iteration 10Q: 3 clusters Score -303651.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -303667.125000 Penalty: 2531.841797
	Iteration 11Q: 3 clusters Score -303667.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -303679.093750 Penalty: 2531.841797
	Iteration 12Q: 3 clusters Score -303679.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303685.687500 Penalty: 2531.841797
	Iteration 13Q: 3 clusters Score -303685.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -303691.625000 Penalty: 2531.841797
	Iteration 14Q: 3 clusters Score -303691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303694.343750 Penalty: 2531.841797
	Iteration 15Q: 3 clusters Score -303694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -303696.062500 Penalty: 2531.841797
	Iteration 16Q: 3 clusters Score -303696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -303697.343750 Penalty: 2531.841797
	Iteration 17Q: 3 clusters Score -303697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303697.812500 Penalty: 2531.841797
	Iteration 18Q: 3 clusters Score -303697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -303699.843750 Penalty: 2531.841797
	Iteration 19Q: 3 clusters Score -303699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303700.593750 Penalty: 2531.841797
	Iteration 20F: 3 clusters Score -303700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -303700.968750 Penalty: 2531.841797
	Iteration 21Q: 3 clusters Score -303701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -303700.968750 Penalty: 2531.841797
	Iteration 22F: 3 clusters Score -303701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -68640.023438 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -68640.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67721.539062 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -67721.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67826.507812 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -67826.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67858.257812 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -67858.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67876.507812 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -67876.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67890.484375 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -67890.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67903.570312 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -67903.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67929.328125 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -67929.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67958.039062 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -67958.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67979.718750 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -67979.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67979.718750 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -67979.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7070.984375 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -7070.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6453.699707 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -6453.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6637.477051 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -6637.477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6707.785156 Penalty: 1657.456543
	Iteration 2F: 3 clusters Score -6707.785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6729.352539 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -6729.353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6738.932129 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -6738.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6738.932129 Penalty: 1657.456543
	Iteration 5F: 3 clusters Score -6738.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24533.410156 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -24533.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23766.621094 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -23766.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23837.730469 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -23837.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23844.255859 Penalty: 1767.375732
	Iteration 2Q: 3 clusters Score -23844.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23845.833984 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -23845.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23849.402344 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -23849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23849.402344 Penalty: 1767.375732
	Iteration 5F: 3 clusters Score -23849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -85228.812500 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -85228.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84136.867188 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -84136.87 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84366.500000 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -84366.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84436.765625 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -84436.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84492.843750 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -84492.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84527.867188 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -84527.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84579.390625 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -84579.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84627.656250 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -84627.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84650.265625 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -84650.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84663.976562 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -84663.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84696.031250 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -84696.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84746.117188 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -84746.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84785.390625 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -84785.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84830.781250 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -84830.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84887.265625 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -84887.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84936.343750 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -84936.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84953.359375 Penalty: 2102.001953
	Iteration 15Q: 3 clusters Score -84953.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84962.843750 Penalty: 2102.001953
	Iteration 16Q: 3 clusters Score -84962.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84968.835938 Penalty: 2102.001953
	Iteration 17Q: 3 clusters Score -84968.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84971.734375 Penalty: 2102.001953
	Iteration 18Q: 3 clusters Score -84971.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84972.359375 Penalty: 2102.001953
	Iteration 19Q: 3 clusters Score -84972.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84979.679688 Penalty: 2102.001953
	Iteration 20F: 3 clusters Score -84979.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85014.640625 Penalty: 2102.001953
	Iteration 21Q: 3 clusters Score -85014.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85032.226562 Penalty: 2102.001953
	Iteration 22Q: 3 clusters Score -85032.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85052.179688 Penalty: 2102.001953
	Iteration 23Q: 3 clusters Score -85052.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85056.960938 Penalty: 2102.001953
	Iteration 24Q: 3 clusters Score -85056.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -85060.703125 Penalty: 2102.001953
	Iteration 25Q: 3 clusters Score -85060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85065.945312 Penalty: 2102.001953
	Iteration 26Q: 3 clusters Score -85065.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85072.273438 Penalty: 2102.001953
	Iteration 27Q: 3 clusters Score -85072.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85072.273438 Penalty: 2102.001953
	Iteration 28F: 3 clusters Score -85072.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Entering Unmasked Estep 
Score: -3376417.250000 Penalty: 1652.200684
	Iteration 0F: 2 clusters Score -3376417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3358777.500000 Penalty: 3304.401367
	Iteration 0F: 3 clusters Score -3358778 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3365953.000000 Penalty: 3304.401367
	Iteration 1F: 3 clusters Score -3365953 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3366790.000000 Penalty: 3304.401367
	Iteration 2F: 3 clusters Score -3366790 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3367929.750000 Penalty: 3304.401367
	Iteration 3F: 3 clusters Score -3367930 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3369490.250000 Penalty: 3304.401367
	Iteration 4F: 3 clusters Score -3369490 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3371129.250000 Penalty: 3304.401367
	Iteration 5F: 3 clusters Score -3371129 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3372505.000000 Penalty: 3304.401367
	Iteration 6F: 3 clusters Score -3372505 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3373368.250000 Penalty: 3304.401367
	Iteration 7Q: 3 clusters Score -3373368 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3373889.500000 Penalty: 3304.401367
	Iteration 8Q: 3 clusters Score -3373890 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3374241.250000 Penalty: 3304.401367
	Iteration 9Q: 3 clusters Score -3374241 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3374465.250000 Penalty: 3304.401367
	Iteration 10Q: 3 clusters Score -3374465 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3374616.250000 Penalty: 3304.401367
	Iteration 11Q: 3 clusters Score -3374616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3374723.500000 Penalty: 3304.401367
	Iteration 12Q: 3 clusters Score -3374724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3374827.000000 Penalty: 3304.401367
	Iteration 13Q: 3 clusters Score -3374827 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3374875.750000 Penalty: 3304.401367
	Iteration 14Q: 3 clusters Score -3374876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3374913.500000 Penalty: 3304.401367
	Iteration 15Q: 3 clusters Score -3374914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3374952.500000 Penalty: 3304.401367
	Iteration 16Q: 3 clusters Score -3374952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3374963.500000 Penalty: 3304.401367
	Iteration 17Q: 3 clusters Score -3374964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3374962.000000 Penalty: 3304.401367
	Iteration 18Q: 3 clusters Score -3374962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3374970.500000 Penalty: 3304.401367
	Iteration 19Q: 3 clusters Score -3374970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3374977.500000 Penalty: 3304.401367
	Iteration 20F: 3 clusters Score -3374978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3374976.250000 Penalty: 3304.401367
	Iteration 21Q: 3 clusters Score -3374976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374987.750000 Penalty: 3304.401367
	Iteration 22Q: 3 clusters Score -3374988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3375000.000000 Penalty: 3304.401367
	Iteration 23Q: 3 clusters Score -3375000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3375001.250000 Penalty: 3304.401367
	Iteration 24Q: 3 clusters Score -3375001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3375005.750000 Penalty: 3304.401367
	Iteration 25Q: 3 clusters Score -3375006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3375013.500000 Penalty: 3304.401367
	Iteration 26Q: 3 clusters Score -3375014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3375019.250000 Penalty: 3304.401367
	Iteration 27Q: 3 clusters Score -3375019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3375020.000000 Penalty: 3304.401367
	Iteration 28Q: 3 clusters Score -3375020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3375020.000000 Penalty: 3304.401367
	Iteration 29Q: 3 clusters Score -3375020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3375023.000000 Penalty: 3304.401367
	Iteration 30Q: 3 clusters Score -3375023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3375027.250000 Penalty: 3304.401367
	Iteration 31Q: 3 clusters Score -3375027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3375028.500000 Penalty: 3304.401367
	Iteration 32Q: 3 clusters Score -3375028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3375032.750000 Penalty: 3304.401367
	Iteration 33Q: 3 clusters Score -3375033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3375032.000000 Penalty: 3304.401367
	Iteration 34Q: 3 clusters Score -3375032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3375034.000000 Penalty: 3304.401367
	Iteration 35Q: 3 clusters Score -3375034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3375036.000000 Penalty: 3304.401367
	Iteration 36Q: 3 clusters Score -3375036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3375042.500000 Penalty: 3304.401367
	Iteration 37Q: 3 clusters Score -3375042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3375043.000000 Penalty: 3304.401367
	Iteration 38Q: 3 clusters Score -3375043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3375046.000000 Penalty: 3304.401367
	Iteration 39Q: 3 clusters Score -3375046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3375046.000000 Penalty: 3304.401367
	Iteration 40F: 3 clusters Score -3375046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3375053.500000 Penalty: 3304.401367
	Iteration 41Q: 3 clusters Score -3375054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3375061.750000 Penalty: 3304.401367
	Iteration 42Q: 3 clusters Score -3375062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3375081.250000 Penalty: 3304.401367
	Iteration 43Q: 3 clusters Score -3375081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3375095.250000 Penalty: 3304.401367
	Iteration 44Q: 3 clusters Score -3375095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3375119.500000 Penalty: 3304.401367
	Iteration 45Q: 3 clusters Score -3375120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3375131.250000 Penalty: 3304.401367
	Iteration 46Q: 3 clusters Score -3375131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3375147.250000 Penalty: 3304.401367
	Iteration 47Q: 3 clusters Score -3375147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3375162.000000 Penalty: 3304.401367
	Iteration 48Q: 3 clusters Score -3375162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3375168.750000 Penalty: 3304.401367
	Iteration 49Q: 3 clusters Score -3375169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3375168.250000 Penalty: 3304.401367
	Iteration 50Q: 3 clusters Score -3375168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3375172.500000 Penalty: 3304.401367
	Iteration 51Q: 3 clusters Score -3375172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3375170.750000 Penalty: 3304.401367
	Iteration 52Q: 3 clusters Score -3375171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3375170.750000 Penalty: 3304.401367
	Iteration 53F: 3 clusters Score -3375171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41308.386719 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -41308.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40353.839844 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -40353.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40555.398438 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -40555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40607.496094 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -40607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40634.468750 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -40634.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40661.500000 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -40661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40689.722656 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -40689.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40717.101562 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -40717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40751.253906 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -40751.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40771.277344 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -40771.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40794.378906 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -40794.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40837.781250 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -40837.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40904.046875 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -40904.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40942.183594 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -40942.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40956.363281 Penalty: 1981.874146
	Iteration 13Q: 3 clusters Score -40956.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40961.769531 Penalty: 1981.874146
	Iteration 14Q: 3 clusters Score -40961.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40963.757812 Penalty: 1981.874146
	Iteration 15Q: 3 clusters Score -40963.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40970.656250 Penalty: 1981.874146
	Iteration 16Q: 3 clusters Score -40970.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40973.441406 Penalty: 1981.874146
	Iteration 17Q: 3 clusters Score -40973.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40980.820312 Penalty: 1981.874146
	Iteration 18Q: 3 clusters Score -40980.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40991.375000 Penalty: 1981.874146
	Iteration 19Q: 3 clusters Score -40991.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41003.113281 Penalty: 1981.874146
	Iteration 20F: 3 clusters Score -41003.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41016.027344 Penalty: 1981.874146
	Iteration 21Q: 3 clusters Score -41016.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41031.398438 Penalty: 1981.874146
	Iteration 22Q: 3 clusters Score -41031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41038.343750 Penalty: 1981.874146
	Iteration 23Q: 3 clusters Score -41038.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41053.855469 Penalty: 1981.874146
	Iteration 24Q: 3 clusters Score -41053.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41069.226562 Penalty: 1981.874146
	Iteration 25Q: 3 clusters Score -41069.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41091.222656 Penalty: 1981.874146
	Iteration 26Q: 3 clusters Score -41091.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41111.300781 Penalty: 1981.874146
	Iteration 27Q: 3 clusters Score -41111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41112.167969 Penalty: 1981.874146
	Iteration 28F: 3 clusters Score -41112.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41118.605469 Penalty: 1981.874146
	Iteration 29Q: 3 clusters Score -41118.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41118.605469 Penalty: 1981.874146
	Iteration 30F: 3 clusters Score -41118.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -643405.000000 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -643405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -639209.625000 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -639209.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -640566.875000 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -640566.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -640915.500000 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -640915.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -641228.875000 Penalty: 2787.208984
	Iteration 3F: 3 clusters Score -641228.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -641434.500000 Penalty: 2787.208984
	Iteration 4F: 3 clusters Score -641434.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -641598.937500 Penalty: 2787.208984
	Iteration 5Q: 3 clusters Score -641598.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -641729.937500 Penalty: 2787.208984
	Iteration 6Q: 3 clusters Score -641729.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -641846.437500 Penalty: 2787.208984
	Iteration 7Q: 3 clusters Score -641846.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -641976.125000 Penalty: 2787.208984
	Iteration 8Q: 3 clusters Score -641976.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -642081.312500 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -642081.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -642206.500000 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -642206.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -642330.000000 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -642330 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -642433.125000 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -642433.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -642541.750000 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -642541.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -642649.750000 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -642649.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -642739.812500 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -642739.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -642828.187500 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -642828.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -642911.812500 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -642911.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -643009.000000 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -643009 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -643123.187500 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -643123.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -643217.812500 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -643217.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -643284.062500 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -643284.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -643346.500000 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -643346.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -643409.500000 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -643409.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -643453.562500 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -643453.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -643480.562500 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -643480.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -643510.000000 Penalty: 2787.208984
	Iteration 26Q: 3 clusters Score -643510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -643530.875000 Penalty: 2787.208984
	Iteration 27Q: 3 clusters Score -643530.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -643541.812500 Penalty: 2787.208984
	Iteration 28Q: 3 clusters Score -643541.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -643548.937500 Penalty: 2787.208984
	Iteration 29Q: 3 clusters Score -643548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -643553.625000 Penalty: 2787.208984
	Iteration 30Q: 3 clusters Score -643553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -643555.750000 Penalty: 2787.208984
	Iteration 31Q: 3 clusters Score -643555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -643557.687500 Penalty: 2787.208984
	Iteration 32Q: 3 clusters Score -643557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -643559.812500 Penalty: 2787.208984
	Iteration 33Q: 3 clusters Score -643559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -643562.375000 Penalty: 2787.208984
	Iteration 34Q: 3 clusters Score -643562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -643566.500000 Penalty: 2787.208984
	Iteration 35Q: 3 clusters Score -643566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -643571.375000 Penalty: 2787.208984
	Iteration 36Q: 3 clusters Score -643571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -643573.375000 Penalty: 2787.208984
	Iteration 37Q: 3 clusters Score -643573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -643575.625000 Penalty: 2787.208984
	Iteration 38Q: 3 clusters Score -643575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -643579.125000 Penalty: 2787.208984
	Iteration 39Q: 3 clusters Score -643579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -643579.750000 Penalty: 2787.208984
	Iteration 40F: 3 clusters Score -643579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -643580.625000 Penalty: 2787.208984
	Iteration 41Q: 3 clusters Score -643580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -643581.562500 Penalty: 2787.208984
	Iteration 42Q: 3 clusters Score -643581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -643581.562500 Penalty: 2787.208984
	Iteration 43F: 3 clusters Score -643581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 3889 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 1414 members 
Entering Unmasked Estep 
Score: -85964432.000000 Penalty: 102362.921875
Splitting cluster 41 changes total score from -85966272.000000 to -85964432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -40086.175781 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -40086.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39145.531250 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -39145.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39271.367188 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -39271.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39309.742188 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -39309.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39339.457031 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -39339.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39344.113281 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -39344.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39344.464844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -39344.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39344.464844 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -39344.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (81997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Entering Unmasked Estep 
Score: -10868015.000000 Penalty: 1838.596191
	Iteration 0F: 2 clusters Score -1.086802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -10817758.000000 Penalty: 3677.192383
	Iteration 0F: 3 clusters Score -1.081776e+07 nChanged 39197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10840788.000000 Penalty: 3677.192383
	Iteration 1F: 3 clusters Score -1.084079e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -10841939.000000 Penalty: 3677.192383
	Iteration 2Q: 3 clusters Score -1.084194e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -10843440.000000 Penalty: 3677.192383
	Iteration 3Q: 3 clusters Score -1.084344e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -10845690.000000 Penalty: 3677.192383
	Iteration 4F: 3 clusters Score -1.084569e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -10848811.000000 Penalty: 3677.192383
	Iteration 5F: 3 clusters Score -1.084881e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -10853074.000000 Penalty: 3677.192383
	Iteration 6F: 3 clusters Score -1.085307e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10857605.000000 Penalty: 3677.192383
	Iteration 7F: 3 clusters Score -1.08576e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -10860900.000000 Penalty: 3677.192383
	Iteration 8F: 3 clusters Score -1.08609e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -10862230.000000 Penalty: 3677.192383
	Iteration 9Q: 3 clusters Score -1.086223e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -10862830.000000 Penalty: 3677.192383
	Iteration 10Q: 3 clusters Score -1.086283e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -10863170.000000 Penalty: 3677.192383
	Iteration 11Q: 3 clusters Score -1.086317e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -10863419.000000 Penalty: 3677.192383
	Iteration 12Q: 3 clusters Score -1.086342e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -10863632.000000 Penalty: 3677.192383
	Iteration 13Q: 3 clusters Score -1.086363e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -10863768.000000 Penalty: 3677.192383
	Iteration 14Q: 3 clusters Score -1.086377e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -10863869.000000 Penalty: 3677.192383
	Iteration 15Q: 3 clusters Score -1.086387e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -10864036.000000 Penalty: 3677.192383
	Iteration 16Q: 3 clusters Score -1.086404e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -10864168.000000 Penalty: 3677.192383
	Iteration 17Q: 3 clusters Score -1.086417e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -10864327.000000 Penalty: 3677.192383
	Iteration 18Q: 3 clusters Score -1.086433e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -10864486.000000 Penalty: 3677.192383
	Iteration 19Q: 3 clusters Score -1.086449e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -10864618.000000 Penalty: 3677.192383
	Iteration 20F: 3 clusters Score -1.086462e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -10864758.000000 Penalty: 3677.192383
	Iteration 21Q: 3 clusters Score -1.086476e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -10864851.000000 Penalty: 3677.192383
	Iteration 22Q: 3 clusters Score -1.086485e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -10865000.000000 Penalty: 3677.192383
	Iteration 23Q: 3 clusters Score -1.0865e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -10865125.000000 Penalty: 3677.192383
	Iteration 24Q: 3 clusters Score -1.086512e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -10865197.000000 Penalty: 3677.192383
	Iteration 25Q: 3 clusters Score -1.08652e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -10865250.000000 Penalty: 3677.192383
	Iteration 26Q: 3 clusters Score -1.086525e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -10865318.000000 Penalty: 3677.192383
	Iteration 27Q: 3 clusters Score -1.086532e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -10865401.000000 Penalty: 3677.192383
	Iteration 28Q: 3 clusters Score -1.08654e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -10865461.000000 Penalty: 3677.192383
	Iteration 29Q: 3 clusters Score -1.086546e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -10865495.000000 Penalty: 3677.192383
	Iteration 30Q: 3 clusters Score -1.08655e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -10865525.000000 Penalty: 3677.192383
	Iteration 31Q: 3 clusters Score -1.086552e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -10865571.000000 Penalty: 3677.192383
	Iteration 32Q: 3 clusters Score -1.086557e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -10865607.000000 Penalty: 3677.192383
	Iteration 33Q: 3 clusters Score -1.086561e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -10865606.000000 Penalty: 3677.192383
	Iteration 34Q: 3 clusters Score -1.086561e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -10865660.000000 Penalty: 3677.192383
	Iteration 35Q: 3 clusters Score -1.086566e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -10865724.000000 Penalty: 3677.192383
	Iteration 36Q: 3 clusters Score -1.086572e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -10865738.000000 Penalty: 3677.192383
	Iteration 37Q: 3 clusters Score -1.086574e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -10865738.000000 Penalty: 3677.192383
	Iteration 38Q: 3 clusters Score -1.086574e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -10865780.000000 Penalty: 3677.192383
	Iteration 39Q: 3 clusters Score -1.086578e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -10865804.000000 Penalty: 3677.192383
	Iteration 40F: 3 clusters Score -1.08658e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -10865812.000000 Penalty: 3677.192383
	Iteration 41Q: 3 clusters Score -1.086581e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -10865811.000000 Penalty: 3677.192383
	Iteration 42Q: 3 clusters Score -1.086581e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10865842.000000 Penalty: 3677.192383
	Iteration 43Q: 3 clusters Score -1.086584e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -10865920.000000 Penalty: 3677.192383
	Iteration 44Q: 3 clusters Score -1.086592e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -10865909.000000 Penalty: 3677.192383
	Iteration 45Q: 3 clusters Score -1.086591e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -10865935.000000 Penalty: 3677.192383
	Iteration 46Q: 3 clusters Score -1.086594e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -10865977.000000 Penalty: 3677.192383
	Iteration 47Q: 3 clusters Score -1.086598e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -10866037.000000 Penalty: 3677.192383
	Iteration 48Q: 3 clusters Score -1.086604e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -10866087.000000 Penalty: 3677.192383
	Iteration 49Q: 3 clusters Score -1.086609e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -10866124.000000 Penalty: 3677.192383
	Iteration 50Q: 3 clusters Score -1.086612e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -10866144.000000 Penalty: 3677.192383
	Iteration 51Q: 3 clusters Score -1.086614e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -10866151.000000 Penalty: 3677.192383
	Iteration 52Q: 3 clusters Score -1.086615e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -10866135.000000 Penalty: 3677.192383
	Iteration 53Q: 3 clusters Score -1.086614e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -10866127.000000 Penalty: 3677.192383
	Iteration 54Q: 3 clusters Score -1.086613e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -10866148.000000 Penalty: 3677.192383
	Iteration 55Q: 3 clusters Score -1.086615e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -10866170.000000 Penalty: 3677.192383
	Iteration 56Q: 3 clusters Score -1.086617e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -10866160.000000 Penalty: 3677.192383
	Iteration 57Q: 3 clusters Score -1.086616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -10866163.000000 Penalty: 3677.192383
	Iteration 58Q: 3 clusters Score -1.086616e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -10866151.000000 Penalty: 3677.192383
	Iteration 59Q: 3 clusters Score -1.086615e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -10866149.000000 Penalty: 3677.192383
	Iteration 60F: 3 clusters Score -1.086615e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -10866173.000000 Penalty: 3677.192383
	Iteration 61Q: 3 clusters Score -1.086617e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -10866180.000000 Penalty: 3677.192383
	Iteration 62Q: 3 clusters Score -1.086618e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -10866210.000000 Penalty: 3677.192383
	Iteration 63Q: 3 clusters Score -1.086621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -10866242.000000 Penalty: 3677.192383
	Iteration 64Q: 3 clusters Score -1.086624e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -10866208.000000 Penalty: 3677.192383
	Iteration 65Q: 3 clusters Score -1.086621e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -10866209.000000 Penalty: 3677.192383
	Iteration 66Q: 3 clusters Score -1.086621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -10866243.000000 Penalty: 3677.192383
	Iteration 67Q: 3 clusters Score -1.086624e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -10866261.000000 Penalty: 3677.192383
	Iteration 68Q: 3 clusters Score -1.086626e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -10866245.000000 Penalty: 3677.192383
	Iteration 69Q: 3 clusters Score -1.086624e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -10866251.000000 Penalty: 3677.192383
	Iteration 70Q: 3 clusters Score -1.086625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -10866246.000000 Penalty: 3677.192383
	Iteration 71Q: 3 clusters Score -1.086625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -10866247.000000 Penalty: 3677.192383
	Iteration 72Q: 3 clusters Score -1.086625e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -10866247.000000 Penalty: 3677.192383
	Iteration 73Q: 3 clusters Score -1.086625e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -10866235.000000 Penalty: 3677.192383
	Iteration 74Q: 3 clusters Score -1.086624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -10866226.000000 Penalty: 3677.192383
	Iteration 75Q: 3 clusters Score -1.086623e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -10866217.000000 Penalty: 3677.192383
	Iteration 76Q: 3 clusters Score -1.086622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -10866212.000000 Penalty: 3677.192383
	Iteration 77Q: 3 clusters Score -1.086621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -10866214.000000 Penalty: 3677.192383
	Iteration 78Q: 3 clusters Score -1.086621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -10866226.000000 Penalty: 3677.192383
	Iteration 79Q: 3 clusters Score -1.086623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -10866236.000000 Penalty: 3677.192383
	Iteration 80F: 3 clusters Score -1.086624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -10866223.000000 Penalty: 3677.192383
	Iteration 81Q: 3 clusters Score -1.086622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -10866226.000000 Penalty: 3677.192383
	Iteration 82Q: 3 clusters Score -1.086623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -10866230.000000 Penalty: 3677.192383
	Iteration 83Q: 3 clusters Score -1.086623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -10866228.000000 Penalty: 3677.192383
	Iteration 84Q: 3 clusters Score -1.086623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -10866236.000000 Penalty: 3677.192383
	Iteration 85Q: 3 clusters Score -1.086624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -10866230.000000 Penalty: 3677.192383
	Iteration 86Q: 3 clusters Score -1.086623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -10866236.000000 Penalty: 3677.192383
	Iteration 87Q: 3 clusters Score -1.086624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -10866242.000000 Penalty: 3677.192383
	Iteration 88Q: 3 clusters Score -1.086624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -10866255.000000 Penalty: 3677.192383
	Iteration 89Q: 3 clusters Score -1.086626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -10866253.000000 Penalty: 3677.192383
	Iteration 90Q: 3 clusters Score -1.086625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -10866253.000000 Penalty: 3677.192383
	Iteration 91Q: 3 clusters Score -1.086625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -10866254.000000 Penalty: 3677.192383
	Iteration 92Q: 3 clusters Score -1.086625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -10866257.000000 Penalty: 3677.192383
	Iteration 93Q: 3 clusters Score -1.086626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -10866261.000000 Penalty: 3677.192383
	Iteration 94Q: 3 clusters Score -1.086626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -10866261.000000 Penalty: 3677.192383
	Iteration 95F: 3 clusters Score -1.086626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -36376.843750 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -36376.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35458.972656 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -35458.97 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35740.242188 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -35740.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36067.179688 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -36067.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36266.519531 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -36266.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36311.675781 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -36311.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36322.640625 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -36322.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36324.000000 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -36324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36327.511719 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -36327.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36350.484375 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -36350.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36361.070312 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -36361.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36366.414062 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -36366.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36369.367188 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -36369.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36371.484375 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -36371.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36379.175781 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -36379.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36380.320312 Penalty: 1934.804077
	Iteration 14Q: 3 clusters Score -36380.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36381.734375 Penalty: 1934.804077
	Iteration 15Q: 3 clusters Score -36381.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36381.734375 Penalty: 1934.804077
	Iteration 16F: 3 clusters Score -36381.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 139 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Mstep: Class 47 contains 246 members 
Entering Unmasked Estep 
Score: -85963696.000000 Penalty: 102362.921875
Splitting cluster 44 changes total score from -85966272.000000 to -85963696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -15163.086914 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -15163.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14413.570312 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14413.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14525.993164 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14525.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14565.298828 Penalty: 1808.469116
	Iteration 2Q: 3 clusters Score -14565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14591.955078 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14591.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14604.528320 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14604.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14608.043945 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14608.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14608.682617 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14608.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14608.682617 Penalty: 1808.469116
	Iteration 7F: 3 clusters Score -14608.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (54584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Entering Unmasked Estep 
Score: -7250801.000000 Penalty: 1772.468140
	Iteration 0F: 2 clusters Score -7250801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -7214852.500000 Penalty: 3544.936279
	Iteration 0F: 3 clusters Score -7214852 nChanged 25594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -7229122.000000 Penalty: 3544.936279
	Iteration 1F: 3 clusters Score -7229122 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7229529.000000 Penalty: 3544.936279
	Iteration 2Q: 3 clusters Score -7229529 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -7229848.000000 Penalty: 3544.936279
	Iteration 3Q: 3 clusters Score -7229848 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -7230193.000000 Penalty: 3544.936279
	Iteration 4Q: 3 clusters Score -7230193 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -7230520.500000 Penalty: 3544.936279
	Iteration 5Q: 3 clusters Score -7230520 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7230885.500000 Penalty: 3544.936279
	Iteration 6Q: 3 clusters Score -7230886 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -7231426.500000 Penalty: 3544.936279
	Iteration 7Q: 3 clusters Score -7231426 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -7232250.000000 Penalty: 3544.936279
	Iteration 8Q: 3 clusters Score -7232250 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -7233511.500000 Penalty: 3544.936279
	Iteration 9Q: 3 clusters Score -7233512 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -7235316.500000 Penalty: 3544.936279
	Iteration 10Q: 3 clusters Score -7235316 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7237712.500000 Penalty: 3544.936279
	Iteration 11F: 3 clusters Score -7237712 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7240173.500000 Penalty: 3544.936279
	Iteration 12F: 3 clusters Score -7240174 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -7241788.000000 Penalty: 3544.936279
	Iteration 13F: 3 clusters Score -7241788 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7242496.000000 Penalty: 3544.936279
	Iteration 14Q: 3 clusters Score -7242496 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7242820.500000 Penalty: 3544.936279
	Iteration 15Q: 3 clusters Score -7242820 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7243044.500000 Penalty: 3544.936279
	Iteration 16Q: 3 clusters Score -7243044 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7243228.500000 Penalty: 3544.936279
	Iteration 17Q: 3 clusters Score -7243228 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7243412.500000 Penalty: 3544.936279
	Iteration 18Q: 3 clusters Score -7243412 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -7243613.000000 Penalty: 3544.936279
	Iteration 19Q: 3 clusters Score -7243613 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7243712.500000 Penalty: 3544.936279
	Iteration 20F: 3 clusters Score -7243712 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7243862.000000 Penalty: 3544.936279
	Iteration 21Q: 3 clusters Score -7243862 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -7243994.500000 Penalty: 3544.936279
	Iteration 22Q: 3 clusters Score -7243994 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -7244102.500000 Penalty: 3544.936279
	Iteration 23Q: 3 clusters Score -7244102 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7244201.500000 Penalty: 3544.936279
	Iteration 24Q: 3 clusters Score -7244202 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -7244357.000000 Penalty: 3544.936279
	Iteration 25Q: 3 clusters Score -7244357 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -7244524.000000 Penalty: 3544.936279
	Iteration 26Q: 3 clusters Score -7244524 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -7244684.500000 Penalty: 3544.936279
	Iteration 27Q: 3 clusters Score -7244684 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -7244816.000000 Penalty: 3544.936279
	Iteration 28Q: 3 clusters Score -7244816 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -7244972.000000 Penalty: 3544.936279
	Iteration 29Q: 3 clusters Score -7244972 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -7245162.000000 Penalty: 3544.936279
	Iteration 30Q: 3 clusters Score -7245162 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -7245373.500000 Penalty: 3544.936279
	Iteration 31Q: 3 clusters Score -7245374 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -7245559.500000 Penalty: 3544.936279
	Iteration 32Q: 3 clusters Score -7245560 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -7245814.500000 Penalty: 3544.936279
	Iteration 33Q: 3 clusters Score -7245814 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -7246064.500000 Penalty: 3544.936279
	Iteration 34Q: 3 clusters Score -7246064 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -7246307.000000 Penalty: 3544.936279
	Iteration 35Q: 3 clusters Score -7246307 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -7246586.500000 Penalty: 3544.936279
	Iteration 36Q: 3 clusters Score -7246586 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7246856.500000 Penalty: 3544.936279
	Iteration 37Q: 3 clusters Score -7246856 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7247096.500000 Penalty: 3544.936279
	Iteration 38Q: 3 clusters Score -7247096 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7247323.000000 Penalty: 3544.936279
	Iteration 39Q: 3 clusters Score -7247323 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7247554.500000 Penalty: 3544.936279
	Iteration 40F: 3 clusters Score -7247554 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7247740.500000 Penalty: 3544.936279
	Iteration 41Q: 3 clusters Score -7247740 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7247891.000000 Penalty: 3544.936279
	Iteration 42Q: 3 clusters Score -7247891 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7248043.000000 Penalty: 3544.936279
	Iteration 43Q: 3 clusters Score -7248043 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7248159.500000 Penalty: 3544.936279
	Iteration 44Q: 3 clusters Score -7248160 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7248309.000000 Penalty: 3544.936279
	Iteration 45Q: 3 clusters Score -7248309 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7248485.500000 Penalty: 3544.936279
	Iteration 46Q: 3 clusters Score -7248486 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7248574.500000 Penalty: 3544.936279
	Iteration 47Q: 3 clusters Score -7248574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7248709.500000 Penalty: 3544.936279
	Iteration 48Q: 3 clusters Score -7248710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7248810.500000 Penalty: 3544.936279
	Iteration 49Q: 3 clusters Score -7248810 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7248877.500000 Penalty: 3544.936279
	Iteration 50Q: 3 clusters Score -7248878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7248959.500000 Penalty: 3544.936279
	Iteration 51Q: 3 clusters Score -7248960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7249039.500000 Penalty: 3544.936279
	Iteration 52Q: 3 clusters Score -7249040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7249065.500000 Penalty: 3544.936279
	Iteration 53Q: 3 clusters Score -7249066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7249082.500000 Penalty: 3544.936279
	Iteration 54Q: 3 clusters Score -7249082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7249118.000000 Penalty: 3544.936279
	Iteration 55Q: 3 clusters Score -7249118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7249135.500000 Penalty: 3544.936279
	Iteration 56Q: 3 clusters Score -7249136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7249152.000000 Penalty: 3544.936279
	Iteration 57Q: 3 clusters Score -7249152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7249169.500000 Penalty: 3544.936279
	Iteration 58Q: 3 clusters Score -7249170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7249194.500000 Penalty: 3544.936279
	Iteration 59Q: 3 clusters Score -7249194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7249217.000000 Penalty: 3544.936279
	Iteration 60F: 3 clusters Score -7249217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7249228.000000 Penalty: 3544.936279
	Iteration 61Q: 3 clusters Score -7249228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7249246.500000 Penalty: 3544.936279
	Iteration 62Q: 3 clusters Score -7249246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7249257.000000 Penalty: 3544.936279
	Iteration 63Q: 3 clusters Score -7249257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7249261.000000 Penalty: 3544.936279
	Iteration 64Q: 3 clusters Score -7249261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7249274.000000 Penalty: 3544.936279
	Iteration 65Q: 3 clusters Score -7249274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7249283.500000 Penalty: 3544.936279
	Iteration 66Q: 3 clusters Score -7249284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7249280.500000 Penalty: 3544.936279
	Iteration 67Q: 3 clusters Score -7249280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7249281.500000 Penalty: 3544.936279
	Iteration 68Q: 3 clusters Score -7249282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7249282.500000 Penalty: 3544.936279
	Iteration 69Q: 3 clusters Score -7249282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7249289.500000 Penalty: 3544.936279
	Iteration 70Q: 3 clusters Score -7249290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7249297.000000 Penalty: 3544.936279
	Iteration 71Q: 3 clusters Score -7249297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7249292.000000 Penalty: 3544.936279
	Iteration 72Q: 3 clusters Score -7249292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7249302.000000 Penalty: 3544.936279
	Iteration 73Q: 3 clusters Score -7249302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7249302.500000 Penalty: 3544.936279
	Iteration 74Q: 3 clusters Score -7249302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7249310.500000 Penalty: 3544.936279
	Iteration 75Q: 3 clusters Score -7249310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7249314.500000 Penalty: 3544.936279
	Iteration 76Q: 3 clusters Score -7249314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7249325.500000 Penalty: 3544.936279
	Iteration 77Q: 3 clusters Score -7249326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3544.936279
	Iteration 78Q: 3 clusters Score -7249320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3544.936279
	Iteration 79Q: 3 clusters Score -7249320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7249323.500000 Penalty: 3544.936279
	Iteration 80F: 3 clusters Score -7249324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7249329.500000 Penalty: 3544.936279
	Iteration 81Q: 3 clusters Score -7249330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7249334.000000 Penalty: 3544.936279
	Iteration 82Q: 3 clusters Score -7249334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7249329.500000 Penalty: 3544.936279
	Iteration 83Q: 3 clusters Score -7249330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7249335.000000 Penalty: 3544.936279
	Iteration 84Q: 3 clusters Score -7249335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7249338.000000 Penalty: 3544.936279
	Iteration 85Q: 3 clusters Score -7249338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7249339.000000 Penalty: 3544.936279
	Iteration 86Q: 3 clusters Score -7249339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7249339.000000 Penalty: 3544.936279
	Iteration 87F: 3 clusters Score -7249339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69489 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63721 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26040 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 81997 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966256.000000 Penalty: 100184.984375
Iteration 479Q: 47 clusters Score -8.596626e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 79068 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 46300 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 49786 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16536 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69493 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 10723 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63040 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26050 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 80417 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966632.000000 Penalty: 100184.984375
Iteration 480F: 47 clusters Score -8.596663e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 83072 members 
Mstep: Class 3 contains 30244 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45697 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 48532 members 
Mstep: Class 9 contains 10137 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16569 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69375 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10705 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 62582 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26045 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5282 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 78276 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965728.000000 Penalty: 100184.984375
Iteration 481Q: 47 clusters Score -8.596573e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 86478 members 
Mstep: Class 3 contains 30190 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45175 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 47363 members 
Mstep: Class 9 contains 10141 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16611 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69320 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10701 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 62546 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 26012 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5276 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 76079 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965056.000000 Penalty: 100184.984375
Iteration 482Q: 47 clusters Score -8.596506e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 88915 members 
Mstep: Class 3 contains 30172 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44787 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 46299 members 
Mstep: Class 9 contains 10138 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3648 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16663 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69364 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10726 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 62937 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25976 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5275 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 74135 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 56842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964088.000000 Penalty: 100184.984375
Iteration 483Q: 47 clusters Score -8.596409e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 90635 members 
Mstep: Class 3 contains 30143 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44597 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 45269 members 
Mstep: Class 9 contains 10138 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16712 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 69578 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10750 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 63554 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25939 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5274 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 72377 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963328.000000 Penalty: 100184.984375
Iteration 484Q: 47 clusters Score -8.596333e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 91848 members 
Mstep: Class 3 contains 30137 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44457 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 44217 members 
Mstep: Class 9 contains 10140 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16755 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 70002 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10773 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 64158 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2422 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25903 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5269 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 70912 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961664.000000 Penalty: 100184.984375
Iteration 485Q: 47 clusters Score -8.596166e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 92818 members 
Mstep: Class 3 contains 30155 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44437 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 43154 members 
Mstep: Class 9 contains 10150 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8732 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8924 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 70565 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 64637 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25871 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 69366 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961656.000000 Penalty: 100184.984375
Iteration 486Q: 47 clusters Score -8.596166e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 93699 members 
Mstep: Class 3 contains 30167 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 44501 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 42110 members 
Mstep: Class 9 contains 10152 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16820 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 71129 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 65021 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 644 members 
Mstep: Class 39 contains 25843 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5250 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 67817 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961024.000000 Penalty: 100184.984375
Iteration 487Q: 47 clusters Score -8.596102e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 94542 members 
Mstep: Class 3 contains 30183 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 41067 members 
Mstep: Class 9 contains 10153 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3716 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 8726 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 71684 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 10917 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 65434 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2416 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25810 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5252 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 66335 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960248.000000 Penalty: 100184.984375
Iteration 488Q: 47 clusters Score -8.596025e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 95177 members 
Mstep: Class 3 contains 30181 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 44957 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 40007 members 
Mstep: Class 9 contains 10158 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16866 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 8717 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8927 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 72377 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 10944 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 65884 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25789 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 5242 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 64873 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959456.000000 Penalty: 100184.984375
Iteration 489Q: 47 clusters Score -8.595946e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 95504 members 
Mstep: Class 3 contains 30192 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 45289 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 39035 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3700 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8694 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 73283 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 10971 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 66299 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25768 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 5236 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 63475 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959016.000000 Penalty: 100184.984375
Iteration 490Q: 47 clusters Score -8.595902e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 95644 members 
Mstep: Class 3 contains 30192 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 45749 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 38061 members 
Mstep: Class 9 contains 10172 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 16994 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 8694 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 74367 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 10988 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16541 members 
Mstep: Class 31 contains 66750 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 646 members 
Mstep: Class 39 contains 25743 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 5228 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 62068 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958552.000000 Penalty: 100184.984375
Iteration 491Q: 47 clusters Score -8.595855e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 95627 members 
Mstep: Class 3 contains 30193 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 46285 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 37216 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 8715 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 75645 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 11002 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16541 members 
Mstep: Class 31 contains 67152 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25690 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 60647 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958584.000000 Penalty: 100184.984375
Iteration 492Q: 47 clusters Score -8.595858e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 95491 members 
Mstep: Class 3 contains 30189 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 46837 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 36455 members 
Mstep: Class 9 contains 10184 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 77190 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 67441 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25638 members 
Mstep: Class 40 contains 447 members 
Mstep: Class 41 contains 5211 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 59255 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959000.000000 Penalty: 100184.984375
Iteration 493Q: 47 clusters Score -8.5959e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 95154 members 
Mstep: Class 3 contains 30141 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 47499 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 35785 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3650 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17246 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 78981 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 638 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 67696 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2427 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25586 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5198 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 57892 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 59031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960224.000000 Penalty: 100184.984375
Iteration 494Q: 47 clusters Score -8.596022e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 94617 members 
Mstep: Class 3 contains 30084 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 48179 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 35186 members 
Mstep: Class 9 contains 10192 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17327 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 80888 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 11130 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 67896 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25500 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5196 members 
Mstep: Class 42 contains 339 members 
Mstep: Class 43 contains 56702 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 58487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960736.000000 Penalty: 100184.984375
Iteration 495Q: 47 clusters Score -8.596074e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 93830 members 
Mstep: Class 3 contains 30011 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 48871 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 34685 members 
Mstep: Class 9 contains 10198 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17408 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8694 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 82676 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 11167 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 68044 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25416 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5197 members 
Mstep: Class 42 contains 339 members 
Mstep: Class 43 contains 55931 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961832.000000 Penalty: 100184.984375
Iteration 496Q: 47 clusters Score -8.596183e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 92817 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 49544 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 34201 members 
Mstep: Class 9 contains 10211 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17457 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 84294 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 11200 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 68168 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2448 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25350 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5194 members 
Mstep: Class 42 contains 340 members 
Mstep: Class 43 contains 55652 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961848.000000 Penalty: 100184.984375
Iteration 497Q: 47 clusters Score -8.596185e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 91801 members 
Mstep: Class 3 contains 29911 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 50306 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 33870 members 
Mstep: Class 9 contains 10214 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3648 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17492 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 85606 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 11225 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16544 members 
Mstep: Class 31 contains 68191 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2460 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25296 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5191 members 
Mstep: Class 42 contains 339 members 
Mstep: Class 43 contains 55719 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 55987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961952.000000 Penalty: 100184.984375
Iteration 498Q: 47 clusters Score -8.596195e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 90645 members 
Mstep: Class 3 contains 29843 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 51167 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 33796 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17526 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8927 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 86448 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 11229 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 68201 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2470 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25242 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5188 members 
Mstep: Class 42 contains 339 members 
Mstep: Class 43 contains 56189 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961344.000000 Penalty: 100184.984375
Iteration 499Q: 47 clusters Score -8.596134e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 89504 members 
Mstep: Class 3 contains 29797 members 
Mstep: Class 4 contains 781 members 
Mstep: Class 5 contains 52062 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 33993 members 
Mstep: Class 9 contains 10229 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 3659 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 8929 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 86877 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 16543 members 
Mstep: Class 31 contains 68251 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 309 members 
Mstep: Class 34 contains 2480 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 645 members 
Mstep: Class 39 contains 25196 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 5187 members 
Mstep: Class 42 contains 340 members 
Mstep: Class 43 contains 56797 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 261 members 
Mstep: Class 46 contains 53770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961840.000000 Penalty: 100184.984375
Iteration 500F: 47 clusters Score -8.596184e+07 nChanged 8715
Maximum iterations exceeded
--- Evaluating fit on full set of 1985312 points ---
Entering Unmasked Estep 
Score: -256630224.000000 Penalty: 108397.117188
21->47 Clusters: Score -256630224.000000, best is -256656112.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 31591 members 
Mstep: Class 3 contains 31559 members 
Mstep: Class 4 contains 31339 members 
Mstep: Class 5 contains 31569 members 
Mstep: Class 6 contains 31539 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 31415 members 
Mstep: Class 9 contains 31775 members 
Mstep: Class 10 contains 31460 members 
Mstep: Class 11 contains 31500 members 
Mstep: Class 12 contains 31429 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 31652 members 
Mstep: Class 15 contains 31491 members 
Mstep: Class 16 contains 31784 members 
Mstep: Class 17 contains 31205 members 
Mstep: Class 18 contains 31538 members 
Mstep: Class 19 contains 31811 members 
Mstep: Class 20 contains 31466 members 
Mstep: Class 21 contains 31269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 631.430908 but Gain 2177.933594
Score: -77812832.000000 Penalty: 43558.691406
Iteration 0F: 21 clusters Score -7.781283e+07 nChanged 630425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 1150 members 
Mstep: Class 6 contains 15133 members 
Mstep: Class 7 contains 587 members 
Mstep: Class 8 contains 641 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 7476 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 157342 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 124864 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 736 members 
Mstep: Class 18 contains 334 members 
Mstep: Class 19 contains 18704 members 
Mstep: Class 21 contains 322389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 857.865295 but Gain 2177.937500
Score: -84098016.000000 Penalty: 41380.753906
Iteration 1F: 20 clusters Score -8.409802e+07 nChanged 204247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1663 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 14420 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 11 contains 12137 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 216021 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 164441 members 
Mstep: Class 16 contains 663 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 678 members 
Mstep: Class 19 contains 25604 members 
Mstep: Class 21 contains 210182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84380336.000000 Penalty: 41380.753906
Iteration 2F: 20 clusters Score -8.438034e+07 nChanged 155585
Entering Unmasked Mstep 
Mstep: Class 0 contains 991 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 13783 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 11 contains 25511 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 173877 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 204258 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 32689 members 
Mstep: Class 21 contains 188378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84602280.000000 Penalty: 41380.753906
Iteration 3F: 20 clusters Score -8.460228e+07 nChanged 123446
Entering Unmasked Mstep 
Mstep: Class 0 contains 754 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 11 contains 42949 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 177386 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 185857 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 21 contains 176736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85015984.000000 Penalty: 41380.753906
Iteration 4F: 20 clusters Score -8.501598e+07 nChanged 96572
Entering Unmasked Mstep 
Mstep: Class 0 contains 651 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 1027 members 
Mstep: Class 6 contains 14763 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 20010 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 11 contains 57180 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 156709 members 
Mstep: Class 14 contains 1163 members 
Mstep: Class 15 contains 182308 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 38374 members 
Mstep: Class 21 contains 170310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85327992.000000 Penalty: 41380.753906
Iteration 5F: 20 clusters Score -8.532799e+07 nChanged 79676
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11047 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 19625 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 11 contains 65827 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 145102 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 180603 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 19 contains 42474 members 
Mstep: Class 21 contains 166323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85406008.000000 Penalty: 41380.753906
Iteration 6F: 20 clusters Score -8.540601e+07 nChanged 62937
Entering Unmasked Mstep 
Mstep: Class 0 contains 534 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 22747 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 19380 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 11 contains 71110 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 139762 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 173498 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 50154 members 
Mstep: Class 21 contains 160463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85471216.000000 Penalty: 41380.753906
Iteration 7F: 20 clusters Score -8.547122e+07 nChanged 55898
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12488 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 688 members 
Mstep: Class 6 contains 26909 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 19178 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 11 contains 73980 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 137493 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 163202 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 60953 members 
Mstep: Class 21 contains 154365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85525688.000000 Penalty: 41380.753906
Iteration 8F: 20 clusters Score -8.552569e+07 nChanged 50447
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 30883 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 18887 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 11 contains 75363 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 135782 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 152535 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 73711 members 
Mstep: Class 21 contains 147660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85569480.000000 Penalty: 41380.753906
Iteration 9F: 20 clusters Score -8.556948e+07 nChanged 42443
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 34427 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 11 contains 75934 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 133761 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 144079 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 86593 members 
Mstep: Class 21 contains 139969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85609888.000000 Penalty: 41380.753906
Iteration 10F: 20 clusters Score -8.560989e+07 nChanged 37561
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1134 members 
Mstep: Class 8 contains 18569 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 11 contains 76114 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 131161 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 138060 members 
Mstep: Class 16 contains 1102 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 98899 members 
Mstep: Class 21 contains 132008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85643960.000000 Penalty: 41380.753906
Iteration 11F: 20 clusters Score -8.564396e+07 nChanged 34148
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 38785 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 18498 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 11 contains 76105 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 13 contains 129432 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 132379 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 109389 members 
Mstep: Class 21 contains 125788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85670040.000000 Penalty: 41380.753906
Iteration 12F: 20 clusters Score -8.567004e+07 nChanged 30376
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 39546 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 18454 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 11 contains 75954 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 128167 members 
Mstep: Class 14 contains 1218 members 
Mstep: Class 15 contains 127755 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 117249 members 
Mstep: Class 21 contains 121574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85687848.000000 Penalty: 41380.753906
Iteration 13Q: 20 clusters Score -8.568785e+07 nChanged 27565
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 39653 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 18429 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 11 contains 75875 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 126432 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 125402 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 1119 members 
Mstep: Class 19 contains 122046 members 
Mstep: Class 21 contains 119141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85698392.000000 Penalty: 41380.753906
Iteration 14Q: 20 clusters Score -8.569839e+07 nChanged 25198
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14744 members 
Mstep: Class 3 contains 10338 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 39240 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 8 contains 18397 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 11 contains 75881 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 125221 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 123931 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 125166 members 
Mstep: Class 21 contains 117523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85705688.000000 Penalty: 41380.753906
Iteration 15Q: 20 clusters Score -8.570569e+07 nChanged 22666
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 38540 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 18374 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 11 contains 75998 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 13 contains 124144 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 123597 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 126743 members 
Mstep: Class 21 contains 116529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85710568.000000 Penalty: 41380.753906
Iteration 16Q: 20 clusters Score -8.571057e+07 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 700 members 
Mstep: Class 6 contains 37765 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 18363 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 11 contains 76197 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 123696 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 123589 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 127131 members 
Mstep: Class 21 contains 115886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85714896.000000 Penalty: 41380.753906
Iteration 17Q: 20 clusters Score -8.57149e+07 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 13524 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 37116 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 18353 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 11 contains 76397 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 123408 members 
Mstep: Class 14 contains 1158 members 
Mstep: Class 15 contains 123632 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 127246 members 
Mstep: Class 21 contains 115361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85719352.000000 Penalty: 41380.753906
Iteration 18Q: 20 clusters Score -8.571935e+07 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 14264 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 36533 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 18337 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 11 contains 76484 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 123563 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 123299 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 127288 members 
Mstep: Class 21 contains 114991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85723616.000000 Penalty: 41380.753906
Iteration 19Q: 20 clusters Score -8.572362e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15920 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 18330 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 11 contains 76449 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 124064 members 
Mstep: Class 14 contains 1144 members 
Mstep: Class 15 contains 122827 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 126986 members 
Mstep: Class 21 contains 114838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85728392.000000 Penalty: 41380.753906
Iteration 20F: 20 clusters Score -8.572839e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16229 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 35579 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 18327 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 11 contains 76237 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 124794 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 122301 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 126595 members 
Mstep: Class 21 contains 114706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85732448.000000 Penalty: 41380.753906
Iteration 21Q: 20 clusters Score -8.573245e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16535 members 
Mstep: Class 3 contains 16172 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 35200 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 18320 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 11 contains 75873 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 13 contains 125569 members 
Mstep: Class 14 contains 1106 members 
Mstep: Class 15 contains 121887 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 1014 members 
Mstep: Class 19 contains 126195 members 
Mstep: Class 21 contains 114635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85735080.000000 Penalty: 41380.753906
Iteration 22Q: 20 clusters Score -8.573508e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16838 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 6 contains 34745 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 18307 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 11 contains 75436 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 126277 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 121717 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 125851 members 
Mstep: Class 21 contains 114542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85736976.000000 Penalty: 41380.753906
Iteration 23Q: 20 clusters Score -8.573698e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17164 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 18292 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 11 contains 74943 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 126654 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 121892 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 125590 members 
Mstep: Class 21 contains 114434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85738328.000000 Penalty: 41380.753906
Iteration 24Q: 20 clusters Score -8.573833e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17517 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 33845 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 18275 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 11 contains 74443 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 126763 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 122312 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 125503 members 
Mstep: Class 21 contains 114210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85739200.000000 Penalty: 41380.753906
Iteration 25Q: 20 clusters Score -8.57392e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 17813 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 33440 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 18264 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 11 contains 73977 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 126668 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 122945 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 125367 members 
Mstep: Class 21 contains 114023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85739624.000000 Penalty: 41380.753906
Iteration 26Q: 20 clusters Score -8.573962e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18248 members 
Mstep: Class 3 contains 18087 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 33027 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 18249 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 11 contains 73481 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 126449 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 123636 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 125246 members 
Mstep: Class 21 contains 113933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85740304.000000 Penalty: 41380.753906
Iteration 27Q: 20 clusters Score -8.57403e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18640 members 
Mstep: Class 3 contains 18342 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 32657 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 18237 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 11 contains 72965 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 126197 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 124385 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 125063 members 
Mstep: Class 21 contains 113858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85740696.000000 Penalty: 41380.753906
Iteration 28Q: 20 clusters Score -8.57407e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 18534 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 32278 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 18228 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 11 contains 72481 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 125935 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 125115 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124995 members 
Mstep: Class 21 contains 113737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741032.000000 Penalty: 41380.753906
Iteration 29Q: 20 clusters Score -8.574103e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19397 members 
Mstep: Class 3 contains 18725 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 31909 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 18215 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 11 contains 72008 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 125703 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 125713 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 987 members 
Mstep: Class 19 contains 124919 members 
Mstep: Class 21 contains 113737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741552.000000 Penalty: 41380.753906
Iteration 30Q: 20 clusters Score -8.574155e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19744 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 31555 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18199 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 11 contains 71554 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 125530 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 126256 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 124817 members 
Mstep: Class 21 contains 113776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741672.000000 Penalty: 41380.753906
Iteration 31Q: 20 clusters Score -8.574167e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20107 members 
Mstep: Class 3 contains 19010 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 31249 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18185 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 11 contains 71095 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 125311 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 126726 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124791 members 
Mstep: Class 21 contains 113819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741608.000000 Penalty: 41380.753906
Iteration 32Q: 20 clusters Score -8.574161e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 19136 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 803 members 
Mstep: Class 6 contains 30955 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18173 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 11 contains 70700 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 125080 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 127162 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 124756 members 
Mstep: Class 21 contains 113869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741640.000000 Penalty: 41380.753906
Iteration 33Q: 20 clusters Score -8.574164e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20772 members 
Mstep: Class 3 contains 19239 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 30735 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18168 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 11 contains 70309 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 124854 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 127532 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124728 members 
Mstep: Class 21 contains 113941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741648.000000 Penalty: 41380.753906
Iteration 34Q: 20 clusters Score -8.574165e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21075 members 
Mstep: Class 3 contains 19334 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 30542 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18166 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 11 contains 69975 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 124613 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 127904 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124684 members 
Mstep: Class 21 contains 113979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85742176.000000 Penalty: 41380.753906
Iteration 35Q: 20 clusters Score -8.574218e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21407 members 
Mstep: Class 3 contains 19416 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30373 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 11 contains 69623 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 124426 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128178 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124649 members 
Mstep: Class 21 contains 114033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85742456.000000 Penalty: 41380.753906
Iteration 36Q: 20 clusters Score -8.574246e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21737 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30223 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 11 contains 69258 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 124219 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128474 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124628 members 
Mstep: Class 21 contains 114079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85742568.000000 Penalty: 41380.753906
Iteration 37Q: 20 clusters Score -8.574257e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 19546 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30114 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 11 contains 68862 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 124000 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128761 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124652 members 
Mstep: Class 21 contains 114087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85742504.000000 Penalty: 41380.753906
Iteration 38Q: 20 clusters Score -8.57425e+07 nChanged 3276
Entering ConstructFrom: 
Score: -85742504.000000 Penalty: 41380.753906
Entering ConstructFrom: 
Trying to split cluster 1 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -55959.484375 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -55959.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55039.410156 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -55039.41 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55656.402344 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -55656.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56167.160156 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -56167.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56458.906250 Penalty: 2097.428223
	Iteration 3F: 3 clusters Score -56458.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56720.468750 Penalty: 2097.428223
	Iteration 4F: 3 clusters Score -56720.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56827.332031 Penalty: 2097.428223
	Iteration 5F: 3 clusters Score -56827.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56863.535156 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -56863.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56955.183594 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -56955.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56965.097656 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -56965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56969.695312 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -56969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56969.695312 Penalty: 2097.428223
	Iteration 10F: 3 clusters Score -56969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 22414 members 
Mstep: Class 3 contains 19599 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 21 contains 114083 members 
Entering Unmasked Estep 
Score: -85742464.000000 Penalty: 43558.691406
Splitting cluster 1 changes total score from -85742504.000000 to -85742464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Entering Unmasked Estep 
Score: -2866225.250000 Penalty: 1627.834106
	Iteration 0F: 2 clusters Score -2866225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2851132.000000 Penalty: 3255.668213
	Iteration 0F: 3 clusters Score -2851132 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2857514.500000 Penalty: 3255.668213
	Iteration 1F: 3 clusters Score -2857514 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2859053.250000 Penalty: 3255.668213
	Iteration 2F: 3 clusters Score -2859053 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2861067.000000 Penalty: 3255.668213
	Iteration 3F: 3 clusters Score -2861067 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2863166.250000 Penalty: 3255.668213
	Iteration 4F: 3 clusters Score -2863166 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2865196.000000 Penalty: 3255.668213
	Iteration 5F: 3 clusters Score -2865196 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2867036.500000 Penalty: 3255.668213
	Iteration 6F: 3 clusters Score -2867036 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2868028.750000 Penalty: 3255.668213
	Iteration 7F: 3 clusters Score -2868029 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2868443.750000 Penalty: 3255.668213
	Iteration 8Q: 3 clusters Score -2868444 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2868665.250000 Penalty: 3255.668213
	Iteration 9Q: 3 clusters Score -2868665 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2868795.250000 Penalty: 3255.668213
	Iteration 10Q: 3 clusters Score -2868795 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2868871.500000 Penalty: 3255.668213
	Iteration 11Q: 3 clusters Score -2868872 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2868956.500000 Penalty: 3255.668213
	Iteration 12Q: 3 clusters Score -2868956 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2869058.000000 Penalty: 3255.668213
	Iteration 13Q: 3 clusters Score -2869058 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2869149.000000 Penalty: 3255.668213
	Iteration 14Q: 3 clusters Score -2869149 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2869269.000000 Penalty: 3255.668213
	Iteration 15Q: 3 clusters Score -2869269 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2869440.750000 Penalty: 3255.668213
	Iteration 16Q: 3 clusters Score -2869441 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2869680.000000 Penalty: 3255.668213
	Iteration 17Q: 3 clusters Score -2869680 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2869963.750000 Penalty: 3255.668213
	Iteration 18Q: 3 clusters Score -2869964 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2870212.500000 Penalty: 3255.668213
	Iteration 19Q: 3 clusters Score -2870212 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2870379.750000 Penalty: 3255.668213
	Iteration 20F: 3 clusters Score -2870380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2870483.500000 Penalty: 3255.668213
	Iteration 21Q: 3 clusters Score -2870484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2870572.500000 Penalty: 3255.668213
	Iteration 22Q: 3 clusters Score -2870572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2870629.500000 Penalty: 3255.668213
	Iteration 23Q: 3 clusters Score -2870630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2870676.750000 Penalty: 3255.668213
	Iteration 24Q: 3 clusters Score -2870677 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2870715.250000 Penalty: 3255.668213
	Iteration 25Q: 3 clusters Score -2870715 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2870739.500000 Penalty: 3255.668213
	Iteration 26Q: 3 clusters Score -2870740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2870770.750000 Penalty: 3255.668213
	Iteration 27Q: 3 clusters Score -2870771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2870783.000000 Penalty: 3255.668213
	Iteration 28Q: 3 clusters Score -2870783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2870809.250000 Penalty: 3255.668213
	Iteration 29Q: 3 clusters Score -2870809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2870810.000000 Penalty: 3255.668213
	Iteration 30Q: 3 clusters Score -2870810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2870820.500000 Penalty: 3255.668213
	Iteration 31Q: 3 clusters Score -2870820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2870829.750000 Penalty: 3255.668213
	Iteration 32Q: 3 clusters Score -2870830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2870836.750000 Penalty: 3255.668213
	Iteration 33Q: 3 clusters Score -2870837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2870848.500000 Penalty: 3255.668213
	Iteration 34Q: 3 clusters Score -2870848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2870855.750000 Penalty: 3255.668213
	Iteration 35Q: 3 clusters Score -2870856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2870852.250000 Penalty: 3255.668213
	Iteration 36Q: 3 clusters Score -2870852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2870853.750000 Penalty: 3255.668213
	Iteration 37Q: 3 clusters Score -2870854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2870857.000000 Penalty: 3255.668213
	Iteration 38Q: 3 clusters Score -2870857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2870875.000000 Penalty: 3255.668213
	Iteration 39Q: 3 clusters Score -2870875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2870872.250000 Penalty: 3255.668213
	Iteration 40F: 3 clusters Score -2870872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2870878.500000 Penalty: 3255.668213
	Iteration 41Q: 3 clusters Score -2870878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2870883.250000 Penalty: 3255.668213
	Iteration 42Q: 3 clusters Score -2870883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2870883.500000 Penalty: 3255.668213
	Iteration 43Q: 3 clusters Score -2870884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2870884.000000 Penalty: 3255.668213
	Iteration 44Q: 3 clusters Score -2870884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2870890.500000 Penalty: 3255.668213
	Iteration 45Q: 3 clusters Score -2870890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2870892.250000 Penalty: 3255.668213
	Iteration 46Q: 3 clusters Score -2870892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2870893.500000 Penalty: 3255.668213
	Iteration 47Q: 3 clusters Score -2870894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2870889.750000 Penalty: 3255.668213
	Iteration 48Q: 3 clusters Score -2870890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2870894.250000 Penalty: 3255.668213
	Iteration 49Q: 3 clusters Score -2870894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2870891.500000 Penalty: 3255.668213
	Iteration 50Q: 3 clusters Score -2870892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2870894.250000 Penalty: 3255.668213
	Iteration 51Q: 3 clusters Score -2870894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2870896.250000 Penalty: 3255.668213
	Iteration 52Q: 3 clusters Score -2870896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2870901.000000 Penalty: 3255.668213
	Iteration 53Q: 3 clusters Score -2870901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2870901.750000 Penalty: 3255.668213
	Iteration 54Q: 3 clusters Score -2870902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2870898.000000 Penalty: 3255.668213
	Iteration 55Q: 3 clusters Score -2870898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2870903.500000 Penalty: 3255.668213
	Iteration 56Q: 3 clusters Score -2870904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2870905.250000 Penalty: 3255.668213
	Iteration 57Q: 3 clusters Score -2870905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2870903.000000 Penalty: 3255.668213
	Iteration 58Q: 3 clusters Score -2870903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2870903.000000 Penalty: 3255.668213
	Iteration 59F: 3 clusters Score -2870903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 19599 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 21 contains 114083 members 
Entering Unmasked Estep 
Score: -85746376.000000 Penalty: 43558.691406
Splitting cluster 2 changes total score from -85742504.000000 to -85746376.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -2527230.000000 Penalty: 1606.025513
	Iteration 0F: 2 clusters Score -2527230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2513898.750000 Penalty: 3212.051025
	Iteration 0F: 3 clusters Score -2513899 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2518780.750000 Penalty: 3212.051025
	Iteration 1F: 3 clusters Score -2518781 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2519464.500000 Penalty: 3212.051025
	Iteration 2F: 3 clusters Score -2519464 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2520593.500000 Penalty: 3212.051025
	Iteration 3F: 3 clusters Score -2520594 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2521914.750000 Penalty: 3212.051025
	Iteration 4F: 3 clusters Score -2521915 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2523243.750000 Penalty: 3212.051025
	Iteration 5F: 3 clusters Score -2523244 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2524430.500000 Penalty: 3212.051025
	Iteration 6F: 3 clusters Score -2524430 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2525415.500000 Penalty: 3212.051025
	Iteration 7F: 3 clusters Score -2525416 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2526277.250000 Penalty: 3212.051025
	Iteration 8F: 3 clusters Score -2526277 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2526984.000000 Penalty: 3212.051025
	Iteration 9Q: 3 clusters Score -2526984 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2527619.500000 Penalty: 3212.051025
	Iteration 10Q: 3 clusters Score -2527620 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2528050.500000 Penalty: 3212.051025
	Iteration 11Q: 3 clusters Score -2528050 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2528353.750000 Penalty: 3212.051025
	Iteration 12Q: 3 clusters Score -2528354 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2528532.500000 Penalty: 3212.051025
	Iteration 13Q: 3 clusters Score -2528532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2528624.250000 Penalty: 3212.051025
	Iteration 14Q: 3 clusters Score -2528624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2528688.500000 Penalty: 3212.051025
	Iteration 15Q: 3 clusters Score -2528688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2528721.250000 Penalty: 3212.051025
	Iteration 16Q: 3 clusters Score -2528721 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2528738.500000 Penalty: 3212.051025
	Iteration 17Q: 3 clusters Score -2528738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2528760.250000 Penalty: 3212.051025
	Iteration 18Q: 3 clusters Score -2528760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2528769.000000 Penalty: 3212.051025
	Iteration 19Q: 3 clusters Score -2528769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2528775.250000 Penalty: 3212.051025
	Iteration 20F: 3 clusters Score -2528775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2528778.250000 Penalty: 3212.051025
	Iteration 21Q: 3 clusters Score -2528778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2528783.250000 Penalty: 3212.051025
	Iteration 22Q: 3 clusters Score -2528783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2528784.500000 Penalty: 3212.051025
	Iteration 23Q: 3 clusters Score -2528784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2528785.000000 Penalty: 3212.051025
	Iteration 24Q: 3 clusters Score -2528785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2528790.000000 Penalty: 3212.051025
	Iteration 25Q: 3 clusters Score -2528790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2528788.250000 Penalty: 3212.051025
	Iteration 26Q: 3 clusters Score -2528788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2528788.750000 Penalty: 3212.051025
	Iteration 27Q: 3 clusters Score -2528789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2528788.750000 Penalty: 3212.051025
	Iteration 28F: 3 clusters Score -2528789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Entering Unmasked Estep 
Score: -85746856.000000 Penalty: 45736.625000
Splitting cluster 3 changes total score from -85742504.000000 to -85746856.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -173494.265625 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -173494.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171857.640625 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -171857.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172704.828125 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -172704.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173546.640625 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -173546.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174111.515625 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -174111.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -174532.234375 Penalty: 2370.893311
	Iteration 4F: 3 clusters Score -174532.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174741.609375 Penalty: 2370.893311
	Iteration 5F: 3 clusters Score -174741.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -174831.890625 Penalty: 2370.893311
	Iteration 6F: 3 clusters Score -174831.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174852.265625 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -174852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174864.843750 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -174864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174871.093750 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -174871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174871.046875 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -174871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174871.890625 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -174871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174871.890625 Penalty: 2370.893311
	Iteration 12F: 3 clusters Score -174871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Entering Unmasked Estep 
Score: -85747200.000000 Penalty: 47914.558594
Splitting cluster 4 changes total score from -85742504.000000 to -85747200.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -93621.437500 Penalty: 1087.463623
	Iteration 0F: 2 clusters Score -93621.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92668.117188 Penalty: 2174.927246
	Iteration 0F: 3 clusters Score -92668.12 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94764.390625 Penalty: 2174.927246
	Iteration 1F: 3 clusters Score -94764.39 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96751.070312 Penalty: 2174.927246
	Iteration 2F: 3 clusters Score -96751.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98023.359375 Penalty: 2174.927246
	Iteration 3F: 3 clusters Score -98023.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98753.640625 Penalty: 2174.927246
	Iteration 4F: 3 clusters Score -98753.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99242.882812 Penalty: 2174.927246
	Iteration 5Q: 3 clusters Score -99242.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99423.757812 Penalty: 2174.927246
	Iteration 6Q: 3 clusters Score -99423.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99494.742188 Penalty: 2174.927246
	Iteration 7Q: 3 clusters Score -99494.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99494.742188 Penalty: 2174.927246
	Iteration 8F: 3 clusters Score -99494.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Entering Unmasked Estep 
Score: -85751984.000000 Penalty: 50092.492188
Splitting cluster 5 changes total score from -85742504.000000 to -85751984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (30037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Entering Unmasked Estep 
Score: -3761356.500000 Penalty: 1675.405151
	Iteration 0F: 2 clusters Score -3761356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3741159.000000 Penalty: 3350.810303
	Iteration 0F: 3 clusters Score -3741159 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3749680.500000 Penalty: 3350.810303
	Iteration 1F: 3 clusters Score -3749680 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3751065.500000 Penalty: 3350.810303
	Iteration 2F: 3 clusters Score -3751066 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3752805.000000 Penalty: 3350.810303
	Iteration 3F: 3 clusters Score -3752805 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3754453.750000 Penalty: 3350.810303
	Iteration 4F: 3 clusters Score -3754454 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3755795.750000 Penalty: 3350.810303
	Iteration 5F: 3 clusters Score -3755796 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3756752.250000 Penalty: 3350.810303
	Iteration 6F: 3 clusters Score -3756752 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3757425.750000 Penalty: 3350.810303
	Iteration 7Q: 3 clusters Score -3757426 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3757968.250000 Penalty: 3350.810303
	Iteration 8Q: 3 clusters Score -3757968 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3758409.000000 Penalty: 3350.810303
	Iteration 9Q: 3 clusters Score -3758409 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3758729.000000 Penalty: 3350.810303
	Iteration 10Q: 3 clusters Score -3758729 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3759019.750000 Penalty: 3350.810303
	Iteration 11Q: 3 clusters Score -3759020 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3759297.500000 Penalty: 3350.810303
	Iteration 12Q: 3 clusters Score -3759298 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3759515.000000 Penalty: 3350.810303
	Iteration 13Q: 3 clusters Score -3759515 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3759713.750000 Penalty: 3350.810303
	Iteration 14Q: 3 clusters Score -3759714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3759859.500000 Penalty: 3350.810303
	Iteration 15Q: 3 clusters Score -3759860 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3760014.000000 Penalty: 3350.810303
	Iteration 16Q: 3 clusters Score -3760014 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3760169.250000 Penalty: 3350.810303
	Iteration 17Q: 3 clusters Score -3760169 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3760330.500000 Penalty: 3350.810303
	Iteration 18Q: 3 clusters Score -3760330 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3760481.250000 Penalty: 3350.810303
	Iteration 19Q: 3 clusters Score -3760481 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3760649.750000 Penalty: 3350.810303
	Iteration 20F: 3 clusters Score -3760650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3760811.750000 Penalty: 3350.810303
	Iteration 21Q: 3 clusters Score -3760812 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3760947.250000 Penalty: 3350.810303
	Iteration 22Q: 3 clusters Score -3760947 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3761068.750000 Penalty: 3350.810303
	Iteration 23Q: 3 clusters Score -3761069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3761168.250000 Penalty: 3350.810303
	Iteration 24Q: 3 clusters Score -3761168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3761243.250000 Penalty: 3350.810303
	Iteration 25Q: 3 clusters Score -3761243 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3761315.750000 Penalty: 3350.810303
	Iteration 26Q: 3 clusters Score -3761316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3761382.250000 Penalty: 3350.810303
	Iteration 27Q: 3 clusters Score -3761382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3761449.500000 Penalty: 3350.810303
	Iteration 28Q: 3 clusters Score -3761450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3761544.000000 Penalty: 3350.810303
	Iteration 29Q: 3 clusters Score -3761544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3761607.000000 Penalty: 3350.810303
	Iteration 30Q: 3 clusters Score -3761607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3761637.000000 Penalty: 3350.810303
	Iteration 31Q: 3 clusters Score -3761637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3761675.250000 Penalty: 3350.810303
	Iteration 32Q: 3 clusters Score -3761675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3761716.500000 Penalty: 3350.810303
	Iteration 33Q: 3 clusters Score -3761716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3761738.000000 Penalty: 3350.810303
	Iteration 34Q: 3 clusters Score -3761738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3761786.250000 Penalty: 3350.810303
	Iteration 35Q: 3 clusters Score -3761786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3761822.250000 Penalty: 3350.810303
	Iteration 36Q: 3 clusters Score -3761822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3761844.000000 Penalty: 3350.810303
	Iteration 37Q: 3 clusters Score -3761844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3761864.500000 Penalty: 3350.810303
	Iteration 38Q: 3 clusters Score -3761864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3761887.500000 Penalty: 3350.810303
	Iteration 39Q: 3 clusters Score -3761888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3761891.500000 Penalty: 3350.810303
	Iteration 40F: 3 clusters Score -3761892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3761897.750000 Penalty: 3350.810303
	Iteration 41Q: 3 clusters Score -3761898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3761902.250000 Penalty: 3350.810303
	Iteration 42Q: 3 clusters Score -3761902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3761902.750000 Penalty: 3350.810303
	Iteration 43Q: 3 clusters Score -3761903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3761907.250000 Penalty: 3350.810303
	Iteration 44Q: 3 clusters Score -3761907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3761911.500000 Penalty: 3350.810303
	Iteration 45Q: 3 clusters Score -3761912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3761922.250000 Penalty: 3350.810303
	Iteration 46Q: 3 clusters Score -3761922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3761923.500000 Penalty: 3350.810303
	Iteration 47Q: 3 clusters Score -3761924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3761930.750000 Penalty: 3350.810303
	Iteration 48Q: 3 clusters Score -3761931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3761927.250000 Penalty: 3350.810303
	Iteration 49Q: 3 clusters Score -3761927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3761929.750000 Penalty: 3350.810303
	Iteration 50Q: 3 clusters Score -3761930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3761932.500000 Penalty: 3350.810303
	Iteration 51Q: 3 clusters Score -3761932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3761929.750000 Penalty: 3350.810303
	Iteration 52Q: 3 clusters Score -3761930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3761926.000000 Penalty: 3350.810303
	Iteration 53Q: 3 clusters Score -3761926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3761920.250000 Penalty: 3350.810303
	Iteration 54Q: 3 clusters Score -3761920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3761924.500000 Penalty: 3350.810303
	Iteration 55Q: 3 clusters Score -3761924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3761924.500000 Penalty: 3350.810303
	Iteration 56Q: 3 clusters Score -3761924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3761922.500000 Penalty: 3350.810303
	Iteration 57Q: 3 clusters Score -3761922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3761921.250000 Penalty: 3350.810303
	Iteration 58Q: 3 clusters Score -3761921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3761922.000000 Penalty: 3350.810303
	Iteration 59Q: 3 clusters Score -3761922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3761921.000000 Penalty: 3350.810303
	Iteration 60F: 3 clusters Score -3761921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3761922.500000 Penalty: 3350.810303
	Iteration 61Q: 3 clusters Score -3761922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3761921.500000 Penalty: 3350.810303
	Iteration 62Q: 3 clusters Score -3761922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3761923.250000 Penalty: 3350.810303
	Iteration 63Q: 3 clusters Score -3761923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3761921.500000 Penalty: 3350.810303
	Iteration 64Q: 3 clusters Score -3761922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3761921.500000 Penalty: 3350.810303
	Iteration 65F: 3 clusters Score -3761922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Entering Unmasked Estep 
Score: -85752128.000000 Penalty: 52270.425781
Splitting cluster 6 changes total score from -85742504.000000 to -85752128.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -40967.917969 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -40967.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39935.226562 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -39935.23 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42040.484375 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -42040.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44334.851562 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -44334.85 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46661.398438 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -46661.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47693.964844 Penalty: 2237.458252
	Iteration 4F: 3 clusters Score -47693.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47898.824219 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -47898.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47916.296875 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -47916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47923.253906 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -47923.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -47927.574219 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -47927.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -47927.574219 Penalty: 2237.458252
	Iteration 9F: 3 clusters Score -47927.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Entering Unmasked Estep 
Score: -85758040.000000 Penalty: 54448.363281
Splitting cluster 7 changes total score from -85742504.000000 to -85758040.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (18165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Entering Unmasked Estep 
Score: -2935157.000000 Penalty: 1593.678467
	Iteration 0F: 2 clusters Score -2935157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2922854.500000 Penalty: 3187.356934
	Iteration 0F: 3 clusters Score -2922854 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2929114.750000 Penalty: 3187.356934
	Iteration 1F: 3 clusters Score -2929115 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2930967.750000 Penalty: 3187.356934
	Iteration 2F: 3 clusters Score -2930968 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2932765.000000 Penalty: 3187.356934
	Iteration 3F: 3 clusters Score -2932765 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2934431.000000 Penalty: 3187.356934
	Iteration 4F: 3 clusters Score -2934431 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2935751.250000 Penalty: 3187.356934
	Iteration 5F: 3 clusters Score -2935751 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2936665.250000 Penalty: 3187.356934
	Iteration 6F: 3 clusters Score -2936665 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2937282.000000 Penalty: 3187.356934
	Iteration 7Q: 3 clusters Score -2937282 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2937723.250000 Penalty: 3187.356934
	Iteration 8Q: 3 clusters Score -2937723 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2938079.750000 Penalty: 3187.356934
	Iteration 9Q: 3 clusters Score -2938080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2938375.500000 Penalty: 3187.356934
	Iteration 10Q: 3 clusters Score -2938376 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2938607.000000 Penalty: 3187.356934
	Iteration 11Q: 3 clusters Score -2938607 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2938810.500000 Penalty: 3187.356934
	Iteration 12Q: 3 clusters Score -2938810 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2938974.750000 Penalty: 3187.356934
	Iteration 13Q: 3 clusters Score -2938975 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2939101.750000 Penalty: 3187.356934
	Iteration 14Q: 3 clusters Score -2939102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2939216.500000 Penalty: 3187.356934
	Iteration 15Q: 3 clusters Score -2939216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2939359.000000 Penalty: 3187.356934
	Iteration 16Q: 3 clusters Score -2939359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2939455.250000 Penalty: 3187.356934
	Iteration 17Q: 3 clusters Score -2939455 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2939586.250000 Penalty: 3187.356934
	Iteration 18Q: 3 clusters Score -2939586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2939712.500000 Penalty: 3187.356934
	Iteration 19Q: 3 clusters Score -2939712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2939863.250000 Penalty: 3187.356934
	Iteration 20F: 3 clusters Score -2939863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2940031.000000 Penalty: 3187.356934
	Iteration 21Q: 3 clusters Score -2940031 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2940261.750000 Penalty: 3187.356934
	Iteration 22Q: 3 clusters Score -2940262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2940496.250000 Penalty: 3187.356934
	Iteration 23Q: 3 clusters Score -2940496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2940657.750000 Penalty: 3187.356934
	Iteration 24Q: 3 clusters Score -2940658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2940808.250000 Penalty: 3187.356934
	Iteration 25Q: 3 clusters Score -2940808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2941066.750000 Penalty: 3187.356934
	Iteration 26Q: 3 clusters Score -2941067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2941545.500000 Penalty: 3187.356934
	Iteration 27Q: 3 clusters Score -2941546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2942286.750000 Penalty: 3187.356934
	Iteration 28Q: 3 clusters Score -2942287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2943276.000000 Penalty: 3187.356934
	Iteration 29Q: 3 clusters Score -2943276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2943789.250000 Penalty: 3187.356934
	Iteration 30Q: 3 clusters Score -2943789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2943789.250000 Penalty: 3187.356934
	Iteration 31F: 3 clusters Score -2943789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Entering Unmasked Estep 
Score: -85765968.000000 Penalty: 56626.296875
Splitting cluster 8 changes total score from -85742504.000000 to -85765968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -102684.281250 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -102684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101402.000000 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -101402 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101826.820312 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -101826.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102059.187500 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -102059.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102306.320312 Penalty: 2212.578857
	Iteration 3F: 3 clusters Score -102306.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102481.914062 Penalty: 2212.578857
	Iteration 4F: 3 clusters Score -102481.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -102628.117188 Penalty: 2212.578857
	Iteration 5F: 3 clusters Score -102628.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102721.750000 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -102721.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -102834.773438 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -102834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102949.390625 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -102949.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -103024.171875 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -103024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103107.015625 Penalty: 2212.578857
	Iteration 10Q: 3 clusters Score -103107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103169.148438 Penalty: 2212.578857
	Iteration 11Q: 3 clusters Score -103169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103187.648438 Penalty: 2212.578857
	Iteration 12Q: 3 clusters Score -103187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103188.937500 Penalty: 2212.578857
	Iteration 13Q: 3 clusters Score -103188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103200.125000 Penalty: 2212.578857
	Iteration 14Q: 3 clusters Score -103200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103204.937500 Penalty: 2212.578857
	Iteration 15Q: 3 clusters Score -103204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103221.906250 Penalty: 2212.578857
	Iteration 16Q: 3 clusters Score -103221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103236.492188 Penalty: 2212.578857
	Iteration 17Q: 3 clusters Score -103236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103248.273438 Penalty: 2212.578857
	Iteration 18Q: 3 clusters Score -103248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103252.164062 Penalty: 2212.578857
	Iteration 19Q: 3 clusters Score -103252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103256.585938 Penalty: 2212.578857
	Iteration 20F: 3 clusters Score -103256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103281.484375 Penalty: 2212.578857
	Iteration 21Q: 3 clusters Score -103281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103301.617188 Penalty: 2212.578857
	Iteration 22Q: 3 clusters Score -103301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103322.851562 Penalty: 2212.578857
	Iteration 23Q: 3 clusters Score -103322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103341.187500 Penalty: 2212.578857
	Iteration 24Q: 3 clusters Score -103341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103361.179688 Penalty: 2212.578857
	Iteration 25Q: 3 clusters Score -103361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103387.992188 Penalty: 2212.578857
	Iteration 26Q: 3 clusters Score -103388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103398.914062 Penalty: 2212.578857
	Iteration 27Q: 3 clusters Score -103398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103407.031250 Penalty: 2212.578857
	Iteration 28Q: 3 clusters Score -103407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103411.414062 Penalty: 2212.578857
	Iteration 29Q: 3 clusters Score -103411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103432.460938 Penalty: 2212.578857
	Iteration 30Q: 3 clusters Score -103432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103436.179688 Penalty: 2212.578857
	Iteration 31Q: 3 clusters Score -103436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103439.453125 Penalty: 2212.578857
	Iteration 32Q: 3 clusters Score -103439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -103442.156250 Penalty: 2212.578857
	Iteration 33Q: 3 clusters Score -103442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103446.601562 Penalty: 2212.578857
	Iteration 34Q: 3 clusters Score -103446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103449.078125 Penalty: 2212.578857
	Iteration 35Q: 3 clusters Score -103449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103450.515625 Penalty: 2212.578857
	Iteration 36Q: 3 clusters Score -103450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103450.515625 Penalty: 2212.578857
	Iteration 37F: 3 clusters Score -103450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Entering Unmasked Estep 
Score: -85765720.000000 Penalty: 58804.230469
Splitting cluster 9 changes total score from -85742504.000000 to -85765720.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (68503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Entering Unmasked Estep 
Score: -8831522.000000 Penalty: 1809.377930
	Iteration 0F: 2 clusters Score -8831522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8787653.000000 Penalty: 3618.755859
	Iteration 0F: 3 clusters Score -8787653 nChanged 32443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8807478.000000 Penalty: 3618.755859
	Iteration 1F: 3 clusters Score -8807478 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -8811874.000000 Penalty: 3618.755859
	Iteration 2F: 3 clusters Score -8811874 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -8822499.000000 Penalty: 3618.755859
	Iteration 3F: 3 clusters Score -8822499 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -8835117.000000 Penalty: 3618.755859
	Iteration 4F: 3 clusters Score -8835117 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -8844183.000000 Penalty: 3618.755859
	Iteration 5F: 3 clusters Score -8844183 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -8848639.000000 Penalty: 3618.755859
	Iteration 6F: 3 clusters Score -8848639 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -8850619.000000 Penalty: 3618.755859
	Iteration 7Q: 3 clusters Score -8850619 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -8851632.000000 Penalty: 3618.755859
	Iteration 8Q: 3 clusters Score -8851632 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -8852031.000000 Penalty: 3618.755859
	Iteration 9Q: 3 clusters Score -8852031 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8852233.000000 Penalty: 3618.755859
	Iteration 10Q: 3 clusters Score -8852233 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -8852367.000000 Penalty: 3618.755859
	Iteration 11Q: 3 clusters Score -8852367 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -8852434.000000 Penalty: 3618.755859
	Iteration 12Q: 3 clusters Score -8852434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -8852477.000000 Penalty: 3618.755859
	Iteration 13Q: 3 clusters Score -8852477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8852483.000000 Penalty: 3618.755859
	Iteration 14Q: 3 clusters Score -8852483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -8852477.000000 Penalty: 3618.755859
	Iteration 15Q: 3 clusters Score -8852477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -8852489.000000 Penalty: 3618.755859
	Iteration 16Q: 3 clusters Score -8852489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -8852494.000000 Penalty: 3618.755859
	Iteration 17Q: 3 clusters Score -8852494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -8852487.000000 Penalty: 3618.755859
	Iteration 18Q: 3 clusters Score -8852487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -8852487.000000 Penalty: 3618.755859
	Iteration 19Q: 3 clusters Score -8852487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8852500.000000 Penalty: 3618.755859
	Iteration 20F: 3 clusters Score -8852500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -8852508.000000 Penalty: 3618.755859
	Iteration 21Q: 3 clusters Score -8852508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -8852507.000000 Penalty: 3618.755859
	Iteration 22Q: 3 clusters Score -8852507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8852508.000000 Penalty: 3618.755859
	Iteration 23Q: 3 clusters Score -8852508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8852518.000000 Penalty: 3618.755859
	Iteration 24Q: 3 clusters Score -8852518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -8852512.000000 Penalty: 3618.755859
	Iteration 25Q: 3 clusters Score -8852512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -8852524.000000 Penalty: 3618.755859
	Iteration 26Q: 3 clusters Score -8852524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8852539.000000 Penalty: 3618.755859
	Iteration 27Q: 3 clusters Score -8852539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -8852529.000000 Penalty: 3618.755859
	Iteration 28Q: 3 clusters Score -8852529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8852535.000000 Penalty: 3618.755859
	Iteration 29Q: 3 clusters Score -8852535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8852539.000000 Penalty: 3618.755859
	Iteration 30Q: 3 clusters Score -8852539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -8852533.000000 Penalty: 3618.755859
	Iteration 31Q: 3 clusters Score -8852533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -8852532.000000 Penalty: 3618.755859
	Iteration 32Q: 3 clusters Score -8852532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -8852529.000000 Penalty: 3618.755859
	Iteration 33Q: 3 clusters Score -8852529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -8852523.000000 Penalty: 3618.755859
	Iteration 34Q: 3 clusters Score -8852523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -8852527.000000 Penalty: 3618.755859
	Iteration 35Q: 3 clusters Score -8852527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -8852525.000000 Penalty: 3618.755859
	Iteration 36Q: 3 clusters Score -8852525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -8852525.000000 Penalty: 3618.755859
	Iteration 37F: 3 clusters Score -8852525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Entering Unmasked Estep 
Score: -85786176.000000 Penalty: 60982.164062
Splitting cluster 11 changes total score from -85742504.000000 to -85786176.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -81808.226562 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -81808.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80556.687500 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -80556.69 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81539.531250 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -81539.53 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82118.914062 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -82118.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -82491.859375 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -82491.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82783.492188 Penalty: 2262.113037
	Iteration 4F: 3 clusters Score -82783.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -82960.859375 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -82960.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83101.242188 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -83101.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -83180.484375 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -83180.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83250.296875 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -83250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83295.078125 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -83295.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83332.398438 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -83332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -83353.273438 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -83353.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -83364.320312 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -83364.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83369.109375 Penalty: 2262.113037
	Iteration 13Q: 3 clusters Score -83369.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83370.164062 Penalty: 2262.113037
	Iteration 14Q: 3 clusters Score -83370.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83372.406250 Penalty: 2262.113037
	Iteration 15Q: 3 clusters Score -83372.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83381.007812 Penalty: 2262.113037
	Iteration 16Q: 3 clusters Score -83381.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83388.992188 Penalty: 2262.113037
	Iteration 17Q: 3 clusters Score -83388.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83389.781250 Penalty: 2262.113037
	Iteration 18Q: 3 clusters Score -83389.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83398.484375 Penalty: 2262.113037
	Iteration 19F: 3 clusters Score -83398.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -83411.257812 Penalty: 2262.113037
	Iteration 20F: 3 clusters Score -83411.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -83414.304688 Penalty: 2262.113037
	Iteration 21Q: 3 clusters Score -83414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83418.031250 Penalty: 2262.113037
	Iteration 22Q: 3 clusters Score -83418.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83419.000000 Penalty: 2262.113037
	Iteration 23Q: 3 clusters Score -83419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83419.000000 Penalty: 2262.113037
	Iteration 24F: 3 clusters Score -83419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 123853 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Entering Unmasked Estep 
Score: -85786728.000000 Penalty: 63160.101562
Splitting cluster 12 changes total score from -85742504.000000 to -85786728.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (123853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Entering Unmasked Estep 
Score: -16469288.000000 Penalty: 1905.613159
	Iteration 0F: 2 clusters Score -1.646929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -16436490.000000 Penalty: 3811.226318
	Iteration 0F: 3 clusters Score -1.643649e+07 nChanged 59381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -16472228.000000 Penalty: 3811.226318
	Iteration 1F: 3 clusters Score -1.647223e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -16473583.000000 Penalty: 3811.226318
	Iteration 2Q: 3 clusters Score -1.647358e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -16475570.000000 Penalty: 3811.226318
	Iteration 3Q: 3 clusters Score -1.647557e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -16477685.000000 Penalty: 3811.226318
	Iteration 4F: 3 clusters Score -1.647768e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -16481064.000000 Penalty: 3811.226318
	Iteration 5F: 3 clusters Score -1.648106e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -16485836.000000 Penalty: 3811.226318
	Iteration 6F: 3 clusters Score -1.648584e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -16490684.000000 Penalty: 3811.226318
	Iteration 7F: 3 clusters Score -1.649068e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -16493301.000000 Penalty: 3811.226318
	Iteration 8F: 3 clusters Score -1.64933e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -16494236.000000 Penalty: 3811.226318
	Iteration 9Q: 3 clusters Score -1.649424e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -16494714.000000 Penalty: 3811.226318
	Iteration 10Q: 3 clusters Score -1.649471e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -16495101.000000 Penalty: 3811.226318
	Iteration 11Q: 3 clusters Score -1.64951e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -16495538.000000 Penalty: 3811.226318
	Iteration 12Q: 3 clusters Score -1.649554e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -16496187.000000 Penalty: 3811.226318
	Iteration 13Q: 3 clusters Score -1.649619e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -16496725.000000 Penalty: 3811.226318
	Iteration 14Q: 3 clusters Score -1.649672e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -16497304.000000 Penalty: 3811.226318
	Iteration 15Q: 3 clusters Score -1.64973e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -16497871.000000 Penalty: 3811.226318
	Iteration 16Q: 3 clusters Score -1.649787e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -16498198.000000 Penalty: 3811.226318
	Iteration 17Q: 3 clusters Score -1.64982e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -16498674.000000 Penalty: 3811.226318
	Iteration 18Q: 3 clusters Score -1.649867e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -16499043.000000 Penalty: 3811.226318
	Iteration 19Q: 3 clusters Score -1.649904e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -16499385.000000 Penalty: 3811.226318
	Iteration 20F: 3 clusters Score -1.649938e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -16499483.000000 Penalty: 3811.226318
	Iteration 21Q: 3 clusters Score -1.649948e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -16499609.000000 Penalty: 3811.226318
	Iteration 22Q: 3 clusters Score -1.649961e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -16499616.000000 Penalty: 3811.226318
	Iteration 23Q: 3 clusters Score -1.649962e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -16499782.000000 Penalty: 3811.226318
	Iteration 24Q: 3 clusters Score -1.649978e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -16499829.000000 Penalty: 3811.226318
	Iteration 25Q: 3 clusters Score -1.649983e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -16499894.000000 Penalty: 3811.226318
	Iteration 26Q: 3 clusters Score -1.649989e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -16500099.000000 Penalty: 3811.226318
	Iteration 27Q: 3 clusters Score -1.65001e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -16500252.000000 Penalty: 3811.226318
	Iteration 28Q: 3 clusters Score -1.650025e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -16500397.000000 Penalty: 3811.226318
	Iteration 29Q: 3 clusters Score -1.65004e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -16500677.000000 Penalty: 3811.226318
	Iteration 30Q: 3 clusters Score -1.650068e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -16500977.000000 Penalty: 3811.226318
	Iteration 31Q: 3 clusters Score -1.650098e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -16501142.000000 Penalty: 3811.226318
	Iteration 32Q: 3 clusters Score -1.650114e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -16501333.000000 Penalty: 3811.226318
	Iteration 33Q: 3 clusters Score -1.650133e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -16501593.000000 Penalty: 3811.226318
	Iteration 34Q: 3 clusters Score -1.650159e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -16501899.000000 Penalty: 3811.226318
	Iteration 35Q: 3 clusters Score -1.65019e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -16502232.000000 Penalty: 3811.226318
	Iteration 36Q: 3 clusters Score -1.650223e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -16502425.000000 Penalty: 3811.226318
	Iteration 37Q: 3 clusters Score -1.650242e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -16502600.000000 Penalty: 3811.226318
	Iteration 38Q: 3 clusters Score -1.65026e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -16502752.000000 Penalty: 3811.226318
	Iteration 39Q: 3 clusters Score -1.650275e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -16502960.000000 Penalty: 3811.226318
	Iteration 40F: 3 clusters Score -1.650296e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -16503010.000000 Penalty: 3811.226318
	Iteration 41Q: 3 clusters Score -1.650301e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -16503102.000000 Penalty: 3811.226318
	Iteration 42Q: 3 clusters Score -1.65031e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -16503303.000000 Penalty: 3811.226318
	Iteration 43Q: 3 clusters Score -1.65033e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -16503439.000000 Penalty: 3811.226318
	Iteration 44Q: 3 clusters Score -1.650344e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -16503548.000000 Penalty: 3811.226318
	Iteration 45Q: 3 clusters Score -1.650355e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -16503655.000000 Penalty: 3811.226318
	Iteration 46Q: 3 clusters Score -1.650366e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -16503725.000000 Penalty: 3811.226318
	Iteration 47Q: 3 clusters Score -1.650372e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -16503733.000000 Penalty: 3811.226318
	Iteration 48Q: 3 clusters Score -1.650373e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -16503801.000000 Penalty: 3811.226318
	Iteration 49Q: 3 clusters Score -1.65038e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -16503865.000000 Penalty: 3811.226318
	Iteration 50Q: 3 clusters Score -1.650386e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -16503941.000000 Penalty: 3811.226318
	Iteration 51Q: 3 clusters Score -1.650394e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -16503991.000000 Penalty: 3811.226318
	Iteration 52Q: 3 clusters Score -1.650399e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -16504037.000000 Penalty: 3811.226318
	Iteration 53Q: 3 clusters Score -1.650404e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -16504074.000000 Penalty: 3811.226318
	Iteration 54Q: 3 clusters Score -1.650407e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -16504120.000000 Penalty: 3811.226318
	Iteration 55Q: 3 clusters Score -1.650412e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -16504077.000000 Penalty: 3811.226318
	Iteration 56Q: 3 clusters Score -1.650408e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -16504122.000000 Penalty: 3811.226318
	Iteration 57Q: 3 clusters Score -1.650412e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -16504099.000000 Penalty: 3811.226318
	Iteration 58Q: 3 clusters Score -1.65041e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -16504100.000000 Penalty: 3811.226318
	Iteration 59Q: 3 clusters Score -1.65041e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -16504106.000000 Penalty: 3811.226318
	Iteration 60F: 3 clusters Score -1.650411e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -16504107.000000 Penalty: 3811.226318
	Iteration 61Q: 3 clusters Score -1.650411e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -16504146.000000 Penalty: 3811.226318
	Iteration 62Q: 3 clusters Score -1.650415e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -16504143.000000 Penalty: 3811.226318
	Iteration 63Q: 3 clusters Score -1.650414e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -16504160.000000 Penalty: 3811.226318
	Iteration 64Q: 3 clusters Score -1.650416e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -16504199.000000 Penalty: 3811.226318
	Iteration 65Q: 3 clusters Score -1.65042e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -16504216.000000 Penalty: 3811.226318
	Iteration 66Q: 3 clusters Score -1.650422e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -16504246.000000 Penalty: 3811.226318
	Iteration 67Q: 3 clusters Score -1.650425e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -16504268.000000 Penalty: 3811.226318
	Iteration 68Q: 3 clusters Score -1.650427e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -16504268.000000 Penalty: 3811.226318
	Iteration 69Q: 3 clusters Score -1.650427e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -16504285.000000 Penalty: 3811.226318
	Iteration 70Q: 3 clusters Score -1.650428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -16504273.000000 Penalty: 3811.226318
	Iteration 71Q: 3 clusters Score -1.650427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -16504263.000000 Penalty: 3811.226318
	Iteration 72Q: 3 clusters Score -1.650426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -16504273.000000 Penalty: 3811.226318
	Iteration 73Q: 3 clusters Score -1.650427e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -16504268.000000 Penalty: 3811.226318
	Iteration 74Q: 3 clusters Score -1.650427e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -16504282.000000 Penalty: 3811.226318
	Iteration 75Q: 3 clusters Score -1.650428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -16504289.000000 Penalty: 3811.226318
	Iteration 76Q: 3 clusters Score -1.650429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -16504296.000000 Penalty: 3811.226318
	Iteration 77Q: 3 clusters Score -1.65043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -16504287.000000 Penalty: 3811.226318
	Iteration 78Q: 3 clusters Score -1.650429e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -16504280.000000 Penalty: 3811.226318
	Iteration 79Q: 3 clusters Score -1.650428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -16504281.000000 Penalty: 3811.226318
	Iteration 80F: 3 clusters Score -1.650428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -16504297.000000 Penalty: 3811.226318
	Iteration 81Q: 3 clusters Score -1.65043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -16504290.000000 Penalty: 3811.226318
	Iteration 82Q: 3 clusters Score -1.650429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -16504292.000000 Penalty: 3811.226318
	Iteration 83Q: 3 clusters Score -1.650429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -16504293.000000 Penalty: 3811.226318
	Iteration 84Q: 3 clusters Score -1.650429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -16504288.000000 Penalty: 3811.226318
	Iteration 85Q: 3 clusters Score -1.650429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -16504278.000000 Penalty: 3811.226318
	Iteration 86Q: 3 clusters Score -1.650428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -16504281.000000 Penalty: 3811.226318
	Iteration 87Q: 3 clusters Score -1.650428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -16504273.000000 Penalty: 3811.226318
	Iteration 88Q: 3 clusters Score -1.650427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -16504280.000000 Penalty: 3811.226318
	Iteration 89Q: 3 clusters Score -1.650428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -16504280.000000 Penalty: 3811.226318
	Iteration 90Q: 3 clusters Score -1.650428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -16504281.000000 Penalty: 3811.226318
	Iteration 91Q: 3 clusters Score -1.650428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -16504289.000000 Penalty: 3811.226318
	Iteration 92Q: 3 clusters Score -1.650429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -16504265.000000 Penalty: 3811.226318
	Iteration 93Q: 3 clusters Score -1.650426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -16504265.000000 Penalty: 3811.226318
	Iteration 94Q: 3 clusters Score -1.650426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16504267.000000 Penalty: 3811.226318
	Iteration 95Q: 3 clusters Score -1.650427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -16504254.000000 Penalty: 3811.226318
	Iteration 96Q: 3 clusters Score -1.650425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -16504263.000000 Penalty: 3811.226318
	Iteration 97Q: 3 clusters Score -1.650426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -16504263.000000 Penalty: 3811.226318
	Iteration 98Q: 3 clusters Score -1.650426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -16504260.000000 Penalty: 3811.226318
	Iteration 99Q: 3 clusters Score -1.650426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -16504267.000000 Penalty: 3811.226318
	Iteration 100F: 3 clusters Score -1.650427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -16504277.000000 Penalty: 3811.226318
	Iteration 101Q: 3 clusters Score -1.650428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -16504282.000000 Penalty: 3811.226318
	Iteration 102Q: 3 clusters Score -1.650428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16504282.000000 Penalty: 3811.226318
	Iteration 103Q: 3 clusters Score -1.650428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16504302.000000 Penalty: 3811.226318
	Iteration 104Q: 3 clusters Score -1.65043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16504312.000000 Penalty: 3811.226318
	Iteration 105Q: 3 clusters Score -1.650431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -16504298.000000 Penalty: 3811.226318
	Iteration 106Q: 3 clusters Score -1.65043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -16504296.000000 Penalty: 3811.226318
	Iteration 107Q: 3 clusters Score -1.65043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -16504311.000000 Penalty: 3811.226318
	Iteration 108Q: 3 clusters Score -1.650431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -16504285.000000 Penalty: 3811.226318
	Iteration 109Q: 3 clusters Score -1.650428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -16504286.000000 Penalty: 3811.226318
	Iteration 110Q: 3 clusters Score -1.650429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -16504296.000000 Penalty: 3811.226318
	Iteration 111Q: 3 clusters Score -1.65043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -16504293.000000 Penalty: 3811.226318
	Iteration 112Q: 3 clusters Score -1.650429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -16504289.000000 Penalty: 3811.226318
	Iteration 113Q: 3 clusters Score -1.650429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -16504279.000000 Penalty: 3811.226318
	Iteration 114Q: 3 clusters Score -1.650428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -16504285.000000 Penalty: 3811.226318
	Iteration 115Q: 3 clusters Score -1.650428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16504288.000000 Penalty: 3811.226318
	Iteration 116Q: 3 clusters Score -1.650429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -16504282.000000 Penalty: 3811.226318
	Iteration 117Q: 3 clusters Score -1.650428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -16504271.000000 Penalty: 3811.226318
	Iteration 118Q: 3 clusters Score -1.650427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -16504278.000000 Penalty: 3811.226318
	Iteration 119Q: 3 clusters Score -1.650428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -16504273.000000 Penalty: 3811.226318
	Iteration 120F: 3 clusters Score -1.650427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -16504282.000000 Penalty: 3811.226318
	Iteration 121Q: 3 clusters Score -1.650428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -16504279.000000 Penalty: 3811.226318
	Iteration 122Q: 3 clusters Score -1.650428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -16504278.000000 Penalty: 3811.226318
	Iteration 123Q: 3 clusters Score -1.650428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -16504277.000000 Penalty: 3811.226318
	Iteration 124Q: 3 clusters Score -1.650428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -16504272.000000 Penalty: 3811.226318
	Iteration 125Q: 3 clusters Score -1.650427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -16504272.000000 Penalty: 3811.226318
	Iteration 126F: 3 clusters Score -1.650427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Entering Unmasked Estep 
Score: -85821992.000000 Penalty: 65338.035156
Splitting cluster 13 changes total score from -85742504.000000 to -85821992.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -107453.593750 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -107453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106129.531250 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -106129.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106650.367188 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -106650.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106865.734375 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -106865.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107077.859375 Penalty: 2245.669922
	Iteration 3F: 3 clusters Score -107077.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -107384.570312 Penalty: 2245.669922
	Iteration 4F: 3 clusters Score -107384.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -107636.234375 Penalty: 2245.669922
	Iteration 5F: 3 clusters Score -107636.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107845.531250 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -107845.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107936.546875 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -107936.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108026.367188 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -108026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -108100.304688 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -108100.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -108185.117188 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -108185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -108227.765625 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -108227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108247.015625 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -108247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -108251.632812 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -108251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -108257.273438 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -108257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -108262.695312 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -108262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108266.718750 Penalty: 2245.669922
	Iteration 16Q: 3 clusters Score -108266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108276.046875 Penalty: 2245.669922
	Iteration 17Q: 3 clusters Score -108276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108285.578125 Penalty: 2245.669922
	Iteration 18Q: 3 clusters Score -108285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -108290.359375 Penalty: 2245.669922
	Iteration 19Q: 3 clusters Score -108290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108328.781250 Penalty: 2245.669922
	Iteration 20F: 3 clusters Score -108328.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -108429.101562 Penalty: 2245.669922
	Iteration 21Q: 3 clusters Score -108429.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108504.960938 Penalty: 2245.669922
	Iteration 22Q: 3 clusters Score -108505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108548.406250 Penalty: 2245.669922
	Iteration 23Q: 3 clusters Score -108548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108582.093750 Penalty: 2245.669922
	Iteration 24Q: 3 clusters Score -108582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108608.015625 Penalty: 2245.669922
	Iteration 25Q: 3 clusters Score -108608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -108643.539062 Penalty: 2245.669922
	Iteration 26Q: 3 clusters Score -108643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108665.859375 Penalty: 2245.669922
	Iteration 27Q: 3 clusters Score -108665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108693.851562 Penalty: 2245.669922
	Iteration 28Q: 3 clusters Score -108693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108725.585938 Penalty: 2245.669922
	Iteration 29Q: 3 clusters Score -108725.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108754.898438 Penalty: 2245.669922
	Iteration 30Q: 3 clusters Score -108754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108769.429688 Penalty: 2245.669922
	Iteration 31Q: 3 clusters Score -108769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108776.335938 Penalty: 2245.669922
	Iteration 32Q: 3 clusters Score -108776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108778.359375 Penalty: 2245.669922
	Iteration 33Q: 3 clusters Score -108778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108780.539062 Penalty: 2245.669922
	Iteration 34Q: 3 clusters Score -108780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108780.539062 Penalty: 2245.669922
	Iteration 35F: 3 clusters Score -108780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 128913 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Entering Unmasked Estep 
Score: -85822296.000000 Penalty: 67515.968750
Splitting cluster 14 changes total score from -85742504.000000 to -85822296.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (128913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Entering Unmasked Estep 
Score: -17038068.000000 Penalty: 1912.120117
	Iteration 0F: 2 clusters Score -1.703807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -17005836.000000 Penalty: 3824.240234
	Iteration 0F: 3 clusters Score -1.700584e+07 nChanged 61968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -17042898.000000 Penalty: 3824.240234
	Iteration 1F: 3 clusters Score -1.70429e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -17044282.000000 Penalty: 3824.240234
	Iteration 2Q: 3 clusters Score -1.704428e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -17046596.000000 Penalty: 3824.240234
	Iteration 3Q: 3 clusters Score -1.70466e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -17051072.000000 Penalty: 3824.240234
	Iteration 4F: 3 clusters Score -1.705107e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -17057936.000000 Penalty: 3824.240234
	Iteration 5F: 3 clusters Score -1.705794e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -17064200.000000 Penalty: 3824.240234
	Iteration 6F: 3 clusters Score -1.70642e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -17066544.000000 Penalty: 3824.240234
	Iteration 7F: 3 clusters Score -1.706654e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -17067240.000000 Penalty: 3824.240234
	Iteration 8Q: 3 clusters Score -1.706724e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -17067694.000000 Penalty: 3824.240234
	Iteration 9Q: 3 clusters Score -1.706769e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -17068156.000000 Penalty: 3824.240234
	Iteration 10Q: 3 clusters Score -1.706816e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -17068828.000000 Penalty: 3824.240234
	Iteration 11Q: 3 clusters Score -1.706883e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -17069498.000000 Penalty: 3824.240234
	Iteration 12Q: 3 clusters Score -1.70695e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -17069916.000000 Penalty: 3824.240234
	Iteration 13Q: 3 clusters Score -1.706992e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -17070566.000000 Penalty: 3824.240234
	Iteration 14Q: 3 clusters Score -1.707057e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -17071118.000000 Penalty: 3824.240234
	Iteration 15Q: 3 clusters Score -1.707112e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -17071628.000000 Penalty: 3824.240234
	Iteration 16Q: 3 clusters Score -1.707163e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -17072066.000000 Penalty: 3824.240234
	Iteration 17Q: 3 clusters Score -1.707207e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -17072680.000000 Penalty: 3824.240234
	Iteration 18Q: 3 clusters Score -1.707268e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -17073224.000000 Penalty: 3824.240234
	Iteration 19Q: 3 clusters Score -1.707322e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -17074174.000000 Penalty: 3824.240234
	Iteration 20F: 3 clusters Score -1.707417e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -17074856.000000 Penalty: 3824.240234
	Iteration 21Q: 3 clusters Score -1.707486e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -17075412.000000 Penalty: 3824.240234
	Iteration 22Q: 3 clusters Score -1.707541e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -17075976.000000 Penalty: 3824.240234
	Iteration 23Q: 3 clusters Score -1.707598e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -17076446.000000 Penalty: 3824.240234
	Iteration 24Q: 3 clusters Score -1.707645e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -17076886.000000 Penalty: 3824.240234
	Iteration 25Q: 3 clusters Score -1.707689e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -17077702.000000 Penalty: 3824.240234
	Iteration 26Q: 3 clusters Score -1.70777e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -17078326.000000 Penalty: 3824.240234
	Iteration 27Q: 3 clusters Score -1.707833e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -17078728.000000 Penalty: 3824.240234
	Iteration 28Q: 3 clusters Score -1.707873e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -17079230.000000 Penalty: 3824.240234
	Iteration 29Q: 3 clusters Score -1.707923e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -17079546.000000 Penalty: 3824.240234
	Iteration 30Q: 3 clusters Score -1.707955e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -17080080.000000 Penalty: 3824.240234
	Iteration 31Q: 3 clusters Score -1.708008e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -17080340.000000 Penalty: 3824.240234
	Iteration 32Q: 3 clusters Score -1.708034e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -17080306.000000 Penalty: 3824.240234
	Iteration 33Q: 3 clusters Score -1.708031e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -17080466.000000 Penalty: 3824.240234
	Iteration 34Q: 3 clusters Score -1.708047e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -17080448.000000 Penalty: 3824.240234
	Iteration 35Q: 3 clusters Score -1.708045e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -17080448.000000 Penalty: 3824.240234
	Iteration 36Q: 3 clusters Score -1.708045e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -17080424.000000 Penalty: 3824.240234
	Iteration 37Q: 3 clusters Score -1.708042e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -17080408.000000 Penalty: 3824.240234
	Iteration 38Q: 3 clusters Score -1.708041e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -17080332.000000 Penalty: 3824.240234
	Iteration 39Q: 3 clusters Score -1.708033e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -17080430.000000 Penalty: 3824.240234
	Iteration 40F: 3 clusters Score -1.708043e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -17080458.000000 Penalty: 3824.240234
	Iteration 41Q: 3 clusters Score -1.708046e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -17080364.000000 Penalty: 3824.240234
	Iteration 42Q: 3 clusters Score -1.708036e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -17080378.000000 Penalty: 3824.240234
	Iteration 43Q: 3 clusters Score -1.708038e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -17080402.000000 Penalty: 3824.240234
	Iteration 44Q: 3 clusters Score -1.70804e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -17080300.000000 Penalty: 3824.240234
	Iteration 45Q: 3 clusters Score -1.70803e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -17080312.000000 Penalty: 3824.240234
	Iteration 46Q: 3 clusters Score -1.708031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -17080326.000000 Penalty: 3824.240234
	Iteration 47Q: 3 clusters Score -1.708033e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -17080286.000000 Penalty: 3824.240234
	Iteration 48Q: 3 clusters Score -1.708029e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -17080264.000000 Penalty: 3824.240234
	Iteration 49Q: 3 clusters Score -1.708026e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -17080250.000000 Penalty: 3824.240234
	Iteration 50Q: 3 clusters Score -1.708025e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -17080256.000000 Penalty: 3824.240234
	Iteration 51Q: 3 clusters Score -1.708026e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -17080216.000000 Penalty: 3824.240234
	Iteration 52Q: 3 clusters Score -1.708022e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -17080226.000000 Penalty: 3824.240234
	Iteration 53Q: 3 clusters Score -1.708023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -17080200.000000 Penalty: 3824.240234
	Iteration 54Q: 3 clusters Score -1.70802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -17080196.000000 Penalty: 3824.240234
	Iteration 55Q: 3 clusters Score -1.70802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -17080188.000000 Penalty: 3824.240234
	Iteration 56Q: 3 clusters Score -1.708019e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -17080184.000000 Penalty: 3824.240234
	Iteration 57Q: 3 clusters Score -1.708018e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -17080204.000000 Penalty: 3824.240234
	Iteration 58Q: 3 clusters Score -1.70802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -17080186.000000 Penalty: 3824.240234
	Iteration 59Q: 3 clusters Score -1.708019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -17080166.000000 Penalty: 3824.240234
	Iteration 60F: 3 clusters Score -1.708017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -17080200.000000 Penalty: 3824.240234
	Iteration 61Q: 3 clusters Score -1.70802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -17080206.000000 Penalty: 3824.240234
	Iteration 62Q: 3 clusters Score -1.708021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -17080194.000000 Penalty: 3824.240234
	Iteration 63Q: 3 clusters Score -1.708019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -17080172.000000 Penalty: 3824.240234
	Iteration 64Q: 3 clusters Score -1.708017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -17080164.000000 Penalty: 3824.240234
	Iteration 65Q: 3 clusters Score -1.708016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -17080168.000000 Penalty: 3824.240234
	Iteration 66Q: 3 clusters Score -1.708017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -17080154.000000 Penalty: 3824.240234
	Iteration 67Q: 3 clusters Score -1.708015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -17080152.000000 Penalty: 3824.240234
	Iteration 68Q: 3 clusters Score -1.708015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -17080148.000000 Penalty: 3824.240234
	Iteration 69Q: 3 clusters Score -1.708015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -17080166.000000 Penalty: 3824.240234
	Iteration 70Q: 3 clusters Score -1.708017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -17080164.000000 Penalty: 3824.240234
	Iteration 71Q: 3 clusters Score -1.708016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -17080164.000000 Penalty: 3824.240234
	Iteration 72Q: 3 clusters Score -1.708016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -17080168.000000 Penalty: 3824.240234
	Iteration 73Q: 3 clusters Score -1.708017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -17080170.000000 Penalty: 3824.240234
	Iteration 74Q: 3 clusters Score -1.708017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -17080176.000000 Penalty: 3824.240234
	Iteration 75Q: 3 clusters Score -1.708018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -17080162.000000 Penalty: 3824.240234
	Iteration 76Q: 3 clusters Score -1.708016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -17080162.000000 Penalty: 3824.240234
	Iteration 77Q: 3 clusters Score -1.708016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -17080162.000000 Penalty: 3824.240234
	Iteration 78F: 3 clusters Score -1.708016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Entering Unmasked Estep 
Score: -85864752.000000 Penalty: 69693.906250
Splitting cluster 15 changes total score from -85742504.000000 to -85864752.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -160365.484375 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -160365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158680.437500 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -158680.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159185.671875 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -159185.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159496.578125 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -159496.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159841.531250 Penalty: 2355.532715
	Iteration 3F: 3 clusters Score -159841.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160179.921875 Penalty: 2355.532715
	Iteration 4F: 3 clusters Score -160179.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160393.328125 Penalty: 2355.532715
	Iteration 5F: 3 clusters Score -160393.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160559.546875 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -160559.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160767.593750 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -160767.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -160937.609375 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -160937.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161021.234375 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -161021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161075.218750 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -161075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -161110.437500 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -161110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161125.218750 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -161125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161133.906250 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -161133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161137.562500 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -161137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161140.625000 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -161140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161143.859375 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -161143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -161147.031250 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -161147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -161148.937500 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -161148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161149.703125 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -161149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161194.546875 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -161194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161234.484375 Penalty: 2355.532715
	Iteration 21Q: 3 clusters Score -161234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161253.187500 Penalty: 2355.532715
	Iteration 22Q: 3 clusters Score -161253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161256.171875 Penalty: 2355.532715
	Iteration 23Q: 3 clusters Score -161256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161256.171875 Penalty: 2355.532715
	Iteration 24F: 3 clusters Score -161256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 774 members 
Entering Unmasked Estep 
Score: -85864688.000000 Penalty: 71871.835938
Splitting cluster 16 changes total score from -85742504.000000 to -85864688.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -315723.437500 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -315723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -313662.843750 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -313662.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -315039.750000 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -315039.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -316074.343750 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -316074.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -316547.781250 Penalty: 2496.956543
	Iteration 3F: 3 clusters Score -316547.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -316773.968750 Penalty: 2496.956543
	Iteration 4F: 3 clusters Score -316774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -316884.031250 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -316884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -316968.812500 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -316968.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -317059.937500 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -317059.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -317153.250000 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -317153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -317219.468750 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -317219.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -317272.750000 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -317272.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -317322.531250 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -317322.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -317350.500000 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -317350.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317377.312500 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -317377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -317391.562500 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -317391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -317398.281250 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -317398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -317401.406250 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -317401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -317401.531250 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -317401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -317404.093750 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -317404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -317406.000000 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -317406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -317408.468750 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -317408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -317417.281250 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -317417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -317420.437500 Penalty: 2496.956543
	Iteration 22Q: 3 clusters Score -317420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317420.750000 Penalty: 2496.956543
	Iteration 23Q: 3 clusters Score -317420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317420.750000 Penalty: 2496.956543
	Iteration 24F: 3 clusters Score -317420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 1436 members 
Entering Unmasked Estep 
Score: -85865504.000000 Penalty: 74049.773438
Splitting cluster 17 changes total score from -85742504.000000 to -85865504.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -89373.671875 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -89373.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88263.085938 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -88263.09 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89329.179688 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -89329.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89760.171875 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -89760.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90054.179688 Penalty: 2241.425537
	Iteration 3F: 3 clusters Score -90054.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90339.515625 Penalty: 2241.425537
	Iteration 4F: 3 clusters Score -90339.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90499.218750 Penalty: 2241.425537
	Iteration 5F: 3 clusters Score -90499.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90588.234375 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -90588.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90626.203125 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -90626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90642.257812 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -90642.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90660.914062 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -90660.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90671.429688 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -90671.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90681.515625 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -90681.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90689.187500 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -90689.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90698.515625 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -90698.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90703.375000 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -90703.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90708.390625 Penalty: 2241.425537
	Iteration 15Q: 3 clusters Score -90708.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90710.562500 Penalty: 2241.425537
	Iteration 16Q: 3 clusters Score -90710.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90710.562500 Penalty: 2241.425537
	Iteration 17F: 3 clusters Score -90710.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 124694 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 515 members 
Entering Unmasked Estep 
Score: -85865736.000000 Penalty: 76227.703125
Splitting cluster 18 changes total score from -85742504.000000 to -85865736.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (124694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Entering Unmasked Estep 
Score: -16451396.000000 Penalty: 1906.712891
	Iteration 0F: 2 clusters Score -1.64514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -16397841.000000 Penalty: 3813.425781
	Iteration 0F: 3 clusters Score -1.639784e+07 nChanged 59841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -16434964.000000 Penalty: 3813.425781
	Iteration 1F: 3 clusters Score -1.643496e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -16438188.000000 Penalty: 3813.425781
	Iteration 2F: 3 clusters Score -1.643819e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -16442673.000000 Penalty: 3813.425781
	Iteration 3F: 3 clusters Score -1.644267e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -16448652.000000 Penalty: 3813.425781
	Iteration 4F: 3 clusters Score -1.644865e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -16454533.000000 Penalty: 3813.425781
	Iteration 5F: 3 clusters Score -1.645453e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -16458565.000000 Penalty: 3813.425781
	Iteration 6F: 3 clusters Score -1.645856e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -16460086.000000 Penalty: 3813.425781
	Iteration 7Q: 3 clusters Score -1.646009e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -16460390.000000 Penalty: 3813.425781
	Iteration 8Q: 3 clusters Score -1.646039e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -16460569.000000 Penalty: 3813.425781
	Iteration 9Q: 3 clusters Score -1.646057e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -16460760.000000 Penalty: 3813.425781
	Iteration 10Q: 3 clusters Score -1.646076e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -16460766.000000 Penalty: 3813.425781
	Iteration 11Q: 3 clusters Score -1.646077e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -16460760.000000 Penalty: 3813.425781
	Iteration 12Q: 3 clusters Score -1.646076e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -16460830.000000 Penalty: 3813.425781
	Iteration 13Q: 3 clusters Score -1.646083e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -16460830.000000 Penalty: 3813.425781
	Iteration 14Q: 3 clusters Score -1.646083e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -16460906.000000 Penalty: 3813.425781
	Iteration 15Q: 3 clusters Score -1.646091e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -16460916.000000 Penalty: 3813.425781
	Iteration 16Q: 3 clusters Score -1.646092e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -16460917.000000 Penalty: 3813.425781
	Iteration 17Q: 3 clusters Score -1.646092e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -16460870.000000 Penalty: 3813.425781
	Iteration 18Q: 3 clusters Score -1.646087e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -16460866.000000 Penalty: 3813.425781
	Iteration 19Q: 3 clusters Score -1.646087e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -16460828.000000 Penalty: 3813.425781
	Iteration 20F: 3 clusters Score -1.646083e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -16460701.000000 Penalty: 3813.425781
	Iteration 21Q: 3 clusters Score -1.64607e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -16460659.000000 Penalty: 3813.425781
	Iteration 22Q: 3 clusters Score -1.646066e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -16460490.000000 Penalty: 3813.425781
	Iteration 23Q: 3 clusters Score -1.646049e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -16460432.000000 Penalty: 3813.425781
	Iteration 24Q: 3 clusters Score -1.646043e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -16460279.000000 Penalty: 3813.425781
	Iteration 25Q: 3 clusters Score -1.646028e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -16460140.000000 Penalty: 3813.425781
	Iteration 26Q: 3 clusters Score -1.646014e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -16459922.000000 Penalty: 3813.425781
	Iteration 27Q: 3 clusters Score -1.645992e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -16459768.000000 Penalty: 3813.425781
	Iteration 28Q: 3 clusters Score -1.645977e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -16459592.000000 Penalty: 3813.425781
	Iteration 29Q: 3 clusters Score -1.645959e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -16459509.000000 Penalty: 3813.425781
	Iteration 30Q: 3 clusters Score -1.645951e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -16459512.000000 Penalty: 3813.425781
	Iteration 31Q: 3 clusters Score -1.645951e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -16459522.000000 Penalty: 3813.425781
	Iteration 32Q: 3 clusters Score -1.645952e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -16459432.000000 Penalty: 3813.425781
	Iteration 33Q: 3 clusters Score -1.645943e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -16459328.000000 Penalty: 3813.425781
	Iteration 34Q: 3 clusters Score -1.645933e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -16459261.000000 Penalty: 3813.425781
	Iteration 35Q: 3 clusters Score -1.645926e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -16459211.000000 Penalty: 3813.425781
	Iteration 36Q: 3 clusters Score -1.645921e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -16459147.000000 Penalty: 3813.425781
	Iteration 37Q: 3 clusters Score -1.645915e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -16459102.000000 Penalty: 3813.425781
	Iteration 38Q: 3 clusters Score -1.64591e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -16459091.000000 Penalty: 3813.425781
	Iteration 39Q: 3 clusters Score -1.645909e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -16459060.000000 Penalty: 3813.425781
	Iteration 40F: 3 clusters Score -1.645906e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -16459010.000000 Penalty: 3813.425781
	Iteration 41Q: 3 clusters Score -1.645901e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -16458916.000000 Penalty: 3813.425781
	Iteration 42Q: 3 clusters Score -1.645892e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -16458806.000000 Penalty: 3813.425781
	Iteration 43Q: 3 clusters Score -1.645881e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -16458707.000000 Penalty: 3813.425781
	Iteration 44Q: 3 clusters Score -1.645871e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -16458628.000000 Penalty: 3813.425781
	Iteration 45Q: 3 clusters Score -1.645863e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -16458583.000000 Penalty: 3813.425781
	Iteration 46Q: 3 clusters Score -1.645858e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -16458529.000000 Penalty: 3813.425781
	Iteration 47Q: 3 clusters Score -1.645853e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -16458416.000000 Penalty: 3813.425781
	Iteration 48Q: 3 clusters Score -1.645842e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -16458376.000000 Penalty: 3813.425781
	Iteration 49Q: 3 clusters Score -1.645838e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -16458220.000000 Penalty: 3813.425781
	Iteration 50Q: 3 clusters Score -1.645822e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -16458166.000000 Penalty: 3813.425781
	Iteration 51Q: 3 clusters Score -1.645817e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -16458069.000000 Penalty: 3813.425781
	Iteration 52Q: 3 clusters Score -1.645807e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -16457968.000000 Penalty: 3813.425781
	Iteration 53Q: 3 clusters Score -1.645797e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -16457918.000000 Penalty: 3813.425781
	Iteration 54Q: 3 clusters Score -1.645792e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -16457841.000000 Penalty: 3813.425781
	Iteration 55Q: 3 clusters Score -1.645784e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -16457720.000000 Penalty: 3813.425781
	Iteration 56Q: 3 clusters Score -1.645772e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -16457739.000000 Penalty: 3813.425781
	Iteration 57Q: 3 clusters Score -1.645774e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -16457675.000000 Penalty: 3813.425781
	Iteration 58Q: 3 clusters Score -1.645768e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -16457547.000000 Penalty: 3813.425781
	Iteration 59Q: 3 clusters Score -1.645755e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -16457518.000000 Penalty: 3813.425781
	Iteration 60F: 3 clusters Score -1.645752e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -16457426.000000 Penalty: 3813.425781
	Iteration 61Q: 3 clusters Score -1.645743e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -16457301.000000 Penalty: 3813.425781
	Iteration 62Q: 3 clusters Score -1.64573e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -16457219.000000 Penalty: 3813.425781
	Iteration 63Q: 3 clusters Score -1.645722e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -16457153.000000 Penalty: 3813.425781
	Iteration 64Q: 3 clusters Score -1.645715e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -16457114.000000 Penalty: 3813.425781
	Iteration 65Q: 3 clusters Score -1.645711e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -16457083.000000 Penalty: 3813.425781
	Iteration 66Q: 3 clusters Score -1.645708e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -16456996.000000 Penalty: 3813.425781
	Iteration 67Q: 3 clusters Score -1.6457e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -16456914.000000 Penalty: 3813.425781
	Iteration 68Q: 3 clusters Score -1.645691e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -16456860.000000 Penalty: 3813.425781
	Iteration 69Q: 3 clusters Score -1.645686e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -16456824.000000 Penalty: 3813.425781
	Iteration 70Q: 3 clusters Score -1.645682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -16456827.000000 Penalty: 3813.425781
	Iteration 71Q: 3 clusters Score -1.645683e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -16456801.000000 Penalty: 3813.425781
	Iteration 72Q: 3 clusters Score -1.64568e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -16456753.000000 Penalty: 3813.425781
	Iteration 73Q: 3 clusters Score -1.645675e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -16456699.000000 Penalty: 3813.425781
	Iteration 74Q: 3 clusters Score -1.64567e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -16456708.000000 Penalty: 3813.425781
	Iteration 75Q: 3 clusters Score -1.645671e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -16456710.000000 Penalty: 3813.425781
	Iteration 76Q: 3 clusters Score -1.645671e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -16456673.000000 Penalty: 3813.425781
	Iteration 77Q: 3 clusters Score -1.645667e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -16456657.000000 Penalty: 3813.425781
	Iteration 78Q: 3 clusters Score -1.645666e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -16456665.000000 Penalty: 3813.425781
	Iteration 79Q: 3 clusters Score -1.645666e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -16456679.000000 Penalty: 3813.425781
	Iteration 80F: 3 clusters Score -1.645668e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -16456697.000000 Penalty: 3813.425781
	Iteration 81Q: 3 clusters Score -1.64567e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -16456731.000000 Penalty: 3813.425781
	Iteration 82Q: 3 clusters Score -1.645673e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -16456773.000000 Penalty: 3813.425781
	Iteration 83Q: 3 clusters Score -1.645677e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -16456828.000000 Penalty: 3813.425781
	Iteration 84Q: 3 clusters Score -1.645683e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -16456827.000000 Penalty: 3813.425781
	Iteration 85Q: 3 clusters Score -1.645683e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -16456906.000000 Penalty: 3813.425781
	Iteration 86Q: 3 clusters Score -1.645691e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -16456957.000000 Penalty: 3813.425781
	Iteration 87Q: 3 clusters Score -1.645696e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -16456966.000000 Penalty: 3813.425781
	Iteration 88Q: 3 clusters Score -1.645697e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -16456968.000000 Penalty: 3813.425781
	Iteration 89Q: 3 clusters Score -1.645697e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -16457011.000000 Penalty: 3813.425781
	Iteration 90Q: 3 clusters Score -1.645701e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -16456992.000000 Penalty: 3813.425781
	Iteration 91Q: 3 clusters Score -1.645699e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -16456958.000000 Penalty: 3813.425781
	Iteration 92Q: 3 clusters Score -1.645696e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -16456966.000000 Penalty: 3813.425781
	Iteration 93Q: 3 clusters Score -1.645697e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -16457044.000000 Penalty: 3813.425781
	Iteration 94Q: 3 clusters Score -1.645704e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -16457049.000000 Penalty: 3813.425781
	Iteration 95Q: 3 clusters Score -1.645705e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -16457018.000000 Penalty: 3813.425781
	Iteration 96Q: 3 clusters Score -1.645702e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -16457000.000000 Penalty: 3813.425781
	Iteration 97Q: 3 clusters Score -1.6457e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -16457037.000000 Penalty: 3813.425781
	Iteration 98Q: 3 clusters Score -1.645704e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -16457088.000000 Penalty: 3813.425781
	Iteration 99Q: 3 clusters Score -1.645709e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -16457091.000000 Penalty: 3813.425781
	Iteration 100F: 3 clusters Score -1.645709e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -16457069.000000 Penalty: 3813.425781
	Iteration 101Q: 3 clusters Score -1.645707e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -16457086.000000 Penalty: 3813.425781
	Iteration 102Q: 3 clusters Score -1.645709e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -16457070.000000 Penalty: 3813.425781
	Iteration 103Q: 3 clusters Score -1.645707e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -16457083.000000 Penalty: 3813.425781
	Iteration 104Q: 3 clusters Score -1.645708e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -16457091.000000 Penalty: 3813.425781
	Iteration 105Q: 3 clusters Score -1.645709e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -16457099.000000 Penalty: 3813.425781
	Iteration 106Q: 3 clusters Score -1.64571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -16457099.000000 Penalty: 3813.425781
	Iteration 107Q: 3 clusters Score -1.64571e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -16457077.000000 Penalty: 3813.425781
	Iteration 108Q: 3 clusters Score -1.645708e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -16457091.000000 Penalty: 3813.425781
	Iteration 109Q: 3 clusters Score -1.645709e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -16457077.000000 Penalty: 3813.425781
	Iteration 110Q: 3 clusters Score -1.645708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -16457085.000000 Penalty: 3813.425781
	Iteration 111Q: 3 clusters Score -1.645708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -16457087.000000 Penalty: 3813.425781
	Iteration 112Q: 3 clusters Score -1.645709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -16457083.000000 Penalty: 3813.425781
	Iteration 113Q: 3 clusters Score -1.645708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -16457088.000000 Penalty: 3813.425781
	Iteration 114Q: 3 clusters Score -1.645709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -16457083.000000 Penalty: 3813.425781
	Iteration 115Q: 3 clusters Score -1.645708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -16457079.000000 Penalty: 3813.425781
	Iteration 116Q: 3 clusters Score -1.645708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -16457072.000000 Penalty: 3813.425781
	Iteration 117Q: 3 clusters Score -1.645707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -16457079.000000 Penalty: 3813.425781
	Iteration 118Q: 3 clusters Score -1.645708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -16457077.000000 Penalty: 3813.425781
	Iteration 119Q: 3 clusters Score -1.645708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -16457081.000000 Penalty: 3813.425781
	Iteration 120F: 3 clusters Score -1.645708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -16457082.000000 Penalty: 3813.425781
	Iteration 121Q: 3 clusters Score -1.645708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -16457078.000000 Penalty: 3813.425781
	Iteration 122Q: 3 clusters Score -1.645708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -16457082.000000 Penalty: 3813.425781
	Iteration 123Q: 3 clusters Score -1.645708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -16457066.000000 Penalty: 3813.425781
	Iteration 124Q: 3 clusters Score -1.645707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -16457061.000000 Penalty: 3813.425781
	Iteration 125Q: 3 clusters Score -1.645706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -16457061.000000 Penalty: 3813.425781
	Iteration 126Q: 3 clusters Score -1.645706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -16457069.000000 Penalty: 3813.425781
	Iteration 127Q: 3 clusters Score -1.645707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -16457072.000000 Penalty: 3813.425781
	Iteration 128Q: 3 clusters Score -1.645707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -16457077.000000 Penalty: 3813.425781
	Iteration 129Q: 3 clusters Score -1.645708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -16457093.000000 Penalty: 3813.425781
	Iteration 130Q: 3 clusters Score -1.645709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16457089.000000 Penalty: 3813.425781
	Iteration 131Q: 3 clusters Score -1.645709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16457086.000000 Penalty: 3813.425781
	Iteration 132Q: 3 clusters Score -1.645709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16457085.000000 Penalty: 3813.425781
	Iteration 133Q: 3 clusters Score -1.645708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16457097.000000 Penalty: 3813.425781
	Iteration 134Q: 3 clusters Score -1.64571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -16457092.000000 Penalty: 3813.425781
	Iteration 135Q: 3 clusters Score -1.645709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -16457098.000000 Penalty: 3813.425781
	Iteration 136Q: 3 clusters Score -1.64571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -16457092.000000 Penalty: 3813.425781
	Iteration 137Q: 3 clusters Score -1.645709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -16457098.000000 Penalty: 3813.425781
	Iteration 138Q: 3 clusters Score -1.64571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16457093.000000 Penalty: 3813.425781
	Iteration 139Q: 3 clusters Score -1.645709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16457092.000000 Penalty: 3813.425781
	Iteration 140F: 3 clusters Score -1.645709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16457090.000000 Penalty: 3813.425781
	Iteration 141Q: 3 clusters Score -1.645709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -16457091.000000 Penalty: 3813.425781
	Iteration 142Q: 3 clusters Score -1.645709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -16457095.000000 Penalty: 3813.425781
	Iteration 143Q: 3 clusters Score -1.64571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -16457091.000000 Penalty: 3813.425781
	Iteration 144Q: 3 clusters Score -1.645709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -16457100.000000 Penalty: 3813.425781
	Iteration 145Q: 3 clusters Score -1.64571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -16457090.000000 Penalty: 3813.425781
	Iteration 146Q: 3 clusters Score -1.645709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16457090.000000 Penalty: 3813.425781
	Iteration 147Q: 3 clusters Score -1.645709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16457087.000000 Penalty: 3813.425781
	Iteration 148Q: 3 clusters Score -1.645709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16457087.000000 Penalty: 3813.425781
	Iteration 149F: 3 clusters Score -1.645709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 58975 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 114083 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 65719 members 
Entering Unmasked Estep 
Score: -85871088.000000 Penalty: 78405.640625
Splitting cluster 19 changes total score from -85742504.000000 to -85871088.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (114083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Entering Unmasked Estep 
Score: -15008075.000000 Penalty: 1892.260864
	Iteration 0F: 2 clusters Score -1.500808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -14947208.000000 Penalty: 3784.521729
	Iteration 0F: 3 clusters Score -1.494721e+07 nChanged 54866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -14980185.000000 Penalty: 3784.521729
	Iteration 1F: 3 clusters Score -1.498018e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -14982096.000000 Penalty: 3784.521729
	Iteration 2Q: 3 clusters Score -1.49821e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -14985169.000000 Penalty: 3784.521729
	Iteration 3F: 3 clusters Score -1.498517e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -14989225.000000 Penalty: 3784.521729
	Iteration 4F: 3 clusters Score -1.498922e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -14994718.000000 Penalty: 3784.521729
	Iteration 5F: 3 clusters Score -1.499472e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -15000867.000000 Penalty: 3784.521729
	Iteration 6F: 3 clusters Score -1.500087e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -15006265.000000 Penalty: 3784.521729
	Iteration 7F: 3 clusters Score -1.500626e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -15009527.000000 Penalty: 3784.521729
	Iteration 8F: 3 clusters Score -1.500953e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -15011093.000000 Penalty: 3784.521729
	Iteration 9Q: 3 clusters Score -1.501109e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -15012191.000000 Penalty: 3784.521729
	Iteration 10Q: 3 clusters Score -1.501219e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -15012984.000000 Penalty: 3784.521729
	Iteration 11Q: 3 clusters Score -1.501298e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -15013832.000000 Penalty: 3784.521729
	Iteration 12Q: 3 clusters Score -1.501383e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -15014501.000000 Penalty: 3784.521729
	Iteration 13Q: 3 clusters Score -1.50145e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -15015029.000000 Penalty: 3784.521729
	Iteration 14Q: 3 clusters Score -1.501503e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -15015288.000000 Penalty: 3784.521729
	Iteration 15Q: 3 clusters Score -1.501529e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -15015559.000000 Penalty: 3784.521729
	Iteration 16Q: 3 clusters Score -1.501556e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -15015780.000000 Penalty: 3784.521729
	Iteration 17Q: 3 clusters Score -1.501578e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -15015919.000000 Penalty: 3784.521729
	Iteration 18Q: 3 clusters Score -1.501592e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -15016000.000000 Penalty: 3784.521729
	Iteration 19Q: 3 clusters Score -1.5016e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -15016151.000000 Penalty: 3784.521729
	Iteration 20F: 3 clusters Score -1.501615e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -15016273.000000 Penalty: 3784.521729
	Iteration 21Q: 3 clusters Score -1.501627e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -15016445.000000 Penalty: 3784.521729
	Iteration 22Q: 3 clusters Score -1.501644e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -15016549.000000 Penalty: 3784.521729
	Iteration 23Q: 3 clusters Score -1.501655e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -15016569.000000 Penalty: 3784.521729
	Iteration 24Q: 3 clusters Score -1.501657e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -15016548.000000 Penalty: 3784.521729
	Iteration 25Q: 3 clusters Score -1.501655e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -15016579.000000 Penalty: 3784.521729
	Iteration 26Q: 3 clusters Score -1.501658e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -15016540.000000 Penalty: 3784.521729
	Iteration 27Q: 3 clusters Score -1.501654e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -15016510.000000 Penalty: 3784.521729
	Iteration 28Q: 3 clusters Score -1.501651e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -15016546.000000 Penalty: 3784.521729
	Iteration 29Q: 3 clusters Score -1.501655e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -15016568.000000 Penalty: 3784.521729
	Iteration 30Q: 3 clusters Score -1.501657e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -15016611.000000 Penalty: 3784.521729
	Iteration 31Q: 3 clusters Score -1.501661e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -15016555.000000 Penalty: 3784.521729
	Iteration 32Q: 3 clusters Score -1.501656e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -15016562.000000 Penalty: 3784.521729
	Iteration 33Q: 3 clusters Score -1.501656e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -15016527.000000 Penalty: 3784.521729
	Iteration 34Q: 3 clusters Score -1.501653e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -15016601.000000 Penalty: 3784.521729
	Iteration 35Q: 3 clusters Score -1.50166e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -15016652.000000 Penalty: 3784.521729
	Iteration 36Q: 3 clusters Score -1.501665e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -15016630.000000 Penalty: 3784.521729
	Iteration 37Q: 3 clusters Score -1.501663e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -15016643.000000 Penalty: 3784.521729
	Iteration 38Q: 3 clusters Score -1.501664e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -15016659.000000 Penalty: 3784.521729
	Iteration 39Q: 3 clusters Score -1.501666e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -15016688.000000 Penalty: 3784.521729
	Iteration 40F: 3 clusters Score -1.501669e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -15016760.000000 Penalty: 3784.521729
	Iteration 41Q: 3 clusters Score -1.501676e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -15016793.000000 Penalty: 3784.521729
	Iteration 42Q: 3 clusters Score -1.501679e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -15016751.000000 Penalty: 3784.521729
	Iteration 43Q: 3 clusters Score -1.501675e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -15016736.000000 Penalty: 3784.521729
	Iteration 44Q: 3 clusters Score -1.501674e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -15016717.000000 Penalty: 3784.521729
	Iteration 45Q: 3 clusters Score -1.501672e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -15016711.000000 Penalty: 3784.521729
	Iteration 46Q: 3 clusters Score -1.501671e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -15016715.000000 Penalty: 3784.521729
	Iteration 47Q: 3 clusters Score -1.501672e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -15016720.000000 Penalty: 3784.521729
	Iteration 48Q: 3 clusters Score -1.501672e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -15016669.000000 Penalty: 3784.521729
	Iteration 49Q: 3 clusters Score -1.501667e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -15016690.000000 Penalty: 3784.521729
	Iteration 50Q: 3 clusters Score -1.501669e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -15016726.000000 Penalty: 3784.521729
	Iteration 51Q: 3 clusters Score -1.501673e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -15016740.000000 Penalty: 3784.521729
	Iteration 52Q: 3 clusters Score -1.501674e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -15016770.000000 Penalty: 3784.521729
	Iteration 53Q: 3 clusters Score -1.501677e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -15016775.000000 Penalty: 3784.521729
	Iteration 54Q: 3 clusters Score -1.501678e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -15016781.000000 Penalty: 3784.521729
	Iteration 55Q: 3 clusters Score -1.501678e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -15016784.000000 Penalty: 3784.521729
	Iteration 56Q: 3 clusters Score -1.501678e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -15016770.000000 Penalty: 3784.521729
	Iteration 57Q: 3 clusters Score -1.501677e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -15016743.000000 Penalty: 3784.521729
	Iteration 58Q: 3 clusters Score -1.501674e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -15016758.000000 Penalty: 3784.521729
	Iteration 59Q: 3 clusters Score -1.501676e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -15016733.000000 Penalty: 3784.521729
	Iteration 60F: 3 clusters Score -1.501673e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -15016730.000000 Penalty: 3784.521729
	Iteration 61Q: 3 clusters Score -1.501673e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -15016748.000000 Penalty: 3784.521729
	Iteration 62Q: 3 clusters Score -1.501675e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -15016704.000000 Penalty: 3784.521729
	Iteration 63Q: 3 clusters Score -1.50167e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -15016740.000000 Penalty: 3784.521729
	Iteration 64Q: 3 clusters Score -1.501674e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -15016693.000000 Penalty: 3784.521729
	Iteration 65Q: 3 clusters Score -1.501669e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -15016691.000000 Penalty: 3784.521729
	Iteration 66Q: 3 clusters Score -1.501669e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -15016703.000000 Penalty: 3784.521729
	Iteration 67Q: 3 clusters Score -1.50167e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -15016704.000000 Penalty: 3784.521729
	Iteration 68Q: 3 clusters Score -1.50167e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -15016678.000000 Penalty: 3784.521729
	Iteration 69Q: 3 clusters Score -1.501668e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -15016673.000000 Penalty: 3784.521729
	Iteration 70Q: 3 clusters Score -1.501667e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -15016681.000000 Penalty: 3784.521729
	Iteration 71Q: 3 clusters Score -1.501668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -15016683.000000 Penalty: 3784.521729
	Iteration 72Q: 3 clusters Score -1.501668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -15016680.000000 Penalty: 3784.521729
	Iteration 73Q: 3 clusters Score -1.501668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -15016679.000000 Penalty: 3784.521729
	Iteration 74Q: 3 clusters Score -1.501668e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -15016668.000000 Penalty: 3784.521729
	Iteration 75Q: 3 clusters Score -1.501667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -15016653.000000 Penalty: 3784.521729
	Iteration 76Q: 3 clusters Score -1.501665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -15016639.000000 Penalty: 3784.521729
	Iteration 77Q: 3 clusters Score -1.501664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -15016633.000000 Penalty: 3784.521729
	Iteration 78Q: 3 clusters Score -1.501663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -15016622.000000 Penalty: 3784.521729
	Iteration 79Q: 3 clusters Score -1.501662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -15016630.000000 Penalty: 3784.521729
	Iteration 80F: 3 clusters Score -1.501663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -15016645.000000 Penalty: 3784.521729
	Iteration 81Q: 3 clusters Score -1.501664e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -15016632.000000 Penalty: 3784.521729
	Iteration 82Q: 3 clusters Score -1.501663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -15016639.000000 Penalty: 3784.521729
	Iteration 83Q: 3 clusters Score -1.501664e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -15016661.000000 Penalty: 3784.521729
	Iteration 84Q: 3 clusters Score -1.501666e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -15016642.000000 Penalty: 3784.521729
	Iteration 85Q: 3 clusters Score -1.501664e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -15016642.000000 Penalty: 3784.521729
	Iteration 86Q: 3 clusters Score -1.501664e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -15016643.000000 Penalty: 3784.521729
	Iteration 87Q: 3 clusters Score -1.501664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -15016631.000000 Penalty: 3784.521729
	Iteration 88Q: 3 clusters Score -1.501663e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -15016619.000000 Penalty: 3784.521729
	Iteration 89Q: 3 clusters Score -1.501662e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -15016622.000000 Penalty: 3784.521729
	Iteration 90Q: 3 clusters Score -1.501662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -15016607.000000 Penalty: 3784.521729
	Iteration 91Q: 3 clusters Score -1.501661e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -15016612.000000 Penalty: 3784.521729
	Iteration 92Q: 3 clusters Score -1.501661e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -15016636.000000 Penalty: 3784.521729
	Iteration 93Q: 3 clusters Score -1.501664e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -15016640.000000 Penalty: 3784.521729
	Iteration 94Q: 3 clusters Score -1.501664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -15016615.000000 Penalty: 3784.521729
	Iteration 95Q: 3 clusters Score -1.501662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -15016597.000000 Penalty: 3784.521729
	Iteration 96Q: 3 clusters Score -1.50166e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -15016581.000000 Penalty: 3784.521729
	Iteration 97Q: 3 clusters Score -1.501658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -15016593.000000 Penalty: 3784.521729
	Iteration 98Q: 3 clusters Score -1.501659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -15016593.000000 Penalty: 3784.521729
	Iteration 99Q: 3 clusters Score -1.501659e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -15016600.000000 Penalty: 3784.521729
	Iteration 100F: 3 clusters Score -1.50166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -15016614.000000 Penalty: 3784.521729
	Iteration 101Q: 3 clusters Score -1.501661e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -15016619.000000 Penalty: 3784.521729
	Iteration 102Q: 3 clusters Score -1.501662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -15016604.000000 Penalty: 3784.521729
	Iteration 103Q: 3 clusters Score -1.50166e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -15016604.000000 Penalty: 3784.521729
	Iteration 104Q: 3 clusters Score -1.50166e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -15016606.000000 Penalty: 3784.521729
	Iteration 105Q: 3 clusters Score -1.501661e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -15016615.000000 Penalty: 3784.521729
	Iteration 106Q: 3 clusters Score -1.501662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -15016627.000000 Penalty: 3784.521729
	Iteration 107Q: 3 clusters Score -1.501663e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -15016623.000000 Penalty: 3784.521729
	Iteration 108Q: 3 clusters Score -1.501662e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -15016628.000000 Penalty: 3784.521729
	Iteration 109Q: 3 clusters Score -1.501663e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -15016644.000000 Penalty: 3784.521729
	Iteration 110Q: 3 clusters Score -1.501664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -15016614.000000 Penalty: 3784.521729
	Iteration 111Q: 3 clusters Score -1.501661e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -15016644.000000 Penalty: 3784.521729
	Iteration 112Q: 3 clusters Score -1.501664e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -15016656.000000 Penalty: 3784.521729
	Iteration 113Q: 3 clusters Score -1.501666e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -15016669.000000 Penalty: 3784.521729
	Iteration 114Q: 3 clusters Score -1.501667e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -15016673.000000 Penalty: 3784.521729
	Iteration 115Q: 3 clusters Score -1.501667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -15016666.000000 Penalty: 3784.521729
	Iteration 116Q: 3 clusters Score -1.501667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -15016685.000000 Penalty: 3784.521729
	Iteration 117Q: 3 clusters Score -1.501668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -15016712.000000 Penalty: 3784.521729
	Iteration 118Q: 3 clusters Score -1.501671e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -15016728.000000 Penalty: 3784.521729
	Iteration 119Q: 3 clusters Score -1.501673e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -15016737.000000 Penalty: 3784.521729
	Iteration 120F: 3 clusters Score -1.501674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -15016722.000000 Penalty: 3784.521729
	Iteration 121Q: 3 clusters Score -1.501672e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -15016724.000000 Penalty: 3784.521729
	Iteration 122Q: 3 clusters Score -1.501672e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -15016723.000000 Penalty: 3784.521729
	Iteration 123Q: 3 clusters Score -1.501672e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -15016748.000000 Penalty: 3784.521729
	Iteration 124Q: 3 clusters Score -1.501675e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -15016753.000000 Penalty: 3784.521729
	Iteration 125Q: 3 clusters Score -1.501675e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -15016708.000000 Penalty: 3784.521729
	Iteration 126Q: 3 clusters Score -1.501671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -15016707.000000 Penalty: 3784.521729
	Iteration 127Q: 3 clusters Score -1.501671e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -15016691.000000 Penalty: 3784.521729
	Iteration 128Q: 3 clusters Score -1.501669e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -15016705.000000 Penalty: 3784.521729
	Iteration 129Q: 3 clusters Score -1.50167e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -15016721.000000 Penalty: 3784.521729
	Iteration 130Q: 3 clusters Score -1.501672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -15016723.000000 Penalty: 3784.521729
	Iteration 131Q: 3 clusters Score -1.501672e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -15016711.000000 Penalty: 3784.521729
	Iteration 132Q: 3 clusters Score -1.501671e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -15016711.000000 Penalty: 3784.521729
	Iteration 133Q: 3 clusters Score -1.501671e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -15016740.000000 Penalty: 3784.521729
	Iteration 134Q: 3 clusters Score -1.501674e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -15016759.000000 Penalty: 3784.521729
	Iteration 135Q: 3 clusters Score -1.501676e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -15016754.000000 Penalty: 3784.521729
	Iteration 136Q: 3 clusters Score -1.501675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -15016760.000000 Penalty: 3784.521729
	Iteration 137Q: 3 clusters Score -1.501676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -15016769.000000 Penalty: 3784.521729
	Iteration 138Q: 3 clusters Score -1.501677e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -15016792.000000 Penalty: 3784.521729
	Iteration 139Q: 3 clusters Score -1.501679e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -15016796.000000 Penalty: 3784.521729
	Iteration 140F: 3 clusters Score -1.50168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -15016813.000000 Penalty: 3784.521729
	Iteration 141Q: 3 clusters Score -1.501681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -15016828.000000 Penalty: 3784.521729
	Iteration 142Q: 3 clusters Score -1.501683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -15016818.000000 Penalty: 3784.521729
	Iteration 143Q: 3 clusters Score -1.501682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -15016824.000000 Penalty: 3784.521729
	Iteration 144Q: 3 clusters Score -1.501682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -15016815.000000 Penalty: 3784.521729
	Iteration 145Q: 3 clusters Score -1.501682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -15016828.000000 Penalty: 3784.521729
	Iteration 146Q: 3 clusters Score -1.501683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -15016816.000000 Penalty: 3784.521729
	Iteration 147Q: 3 clusters Score -1.501682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -15016821.000000 Penalty: 3784.521729
	Iteration 148Q: 3 clusters Score -1.501682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -15016806.000000 Penalty: 3784.521729
	Iteration 149Q: 3 clusters Score -1.501681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -15016799.000000 Penalty: 3784.521729
	Iteration 150Q: 3 clusters Score -1.50168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -15016790.000000 Penalty: 3784.521729
	Iteration 151Q: 3 clusters Score -1.501679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -15016806.000000 Penalty: 3784.521729
	Iteration 152Q: 3 clusters Score -1.501681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -15016794.000000 Penalty: 3784.521729
	Iteration 153Q: 3 clusters Score -1.501679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -15016794.000000 Penalty: 3784.521729
	Iteration 154Q: 3 clusters Score -1.501679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -15016800.000000 Penalty: 3784.521729
	Iteration 155Q: 3 clusters Score -1.50168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -15016780.000000 Penalty: 3784.521729
	Iteration 156Q: 3 clusters Score -1.501678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -15016768.000000 Penalty: 3784.521729
	Iteration 157Q: 3 clusters Score -1.501677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -15016781.000000 Penalty: 3784.521729
	Iteration 158Q: 3 clusters Score -1.501678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -15016771.000000 Penalty: 3784.521729
	Iteration 159Q: 3 clusters Score -1.501677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -15016770.000000 Penalty: 3784.521729
	Iteration 160F: 3 clusters Score -1.501677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -15016776.000000 Penalty: 3784.521729
	Iteration 161Q: 3 clusters Score -1.501678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -15016777.000000 Penalty: 3784.521729
	Iteration 162Q: 3 clusters Score -1.501678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -15016778.000000 Penalty: 3784.521729
	Iteration 163Q: 3 clusters Score -1.501678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -15016777.000000 Penalty: 3784.521729
	Iteration 164Q: 3 clusters Score -1.501678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -15016778.000000 Penalty: 3784.521729
	Iteration 165Q: 3 clusters Score -1.501678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -15016778.000000 Penalty: 3784.521729
	Iteration 166F: 3 clusters Score -1.501678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 58975 members 
Mstep: Class 20 contains 18308 members 
Mstep: Class 21 contains 50876 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 27734 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17803 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 65719 members 
Mstep: Class 37 contains 63207 members 
Entering Unmasked Estep 
Score: -85879480.000000 Penalty: 80583.578125
Splitting cluster 21 changes total score from -85742504.000000 to -85879480.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 11 contains 59859 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 59140 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 58975 members 
Mstep: Class 21 contains 50876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85912008.000000 Penalty: 80583.578125
Iteration 39Q: 38 clusters Score -8.591201e+07 nChanged 44849
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16561 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 59414 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 63642 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 68980 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 62001 members 
Mstep: Class 20 contains 17252 members 
Mstep: Class 21 contains 51756 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 24249 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 17514 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 8425 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 58180 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 69235 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 62886 members 
Mstep: Class 37 contains 59251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935296.000000 Penalty: 80583.578125
Iteration 40F: 38 clusters Score -8.59353e+07 nChanged 40214
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16357 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 580 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 55130 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 62939 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 76437 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 60687 members 
Mstep: Class 20 contains 17058 members 
Mstep: Class 21 contains 52202 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 23457 members 
Mstep: Class 25 contains 422 members 
Mstep: Class 26 contains 17293 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 8256 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 56002 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 72076 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 62014 members 
Mstep: Class 37 contains 58356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942848.000000 Penalty: 80583.578125
Iteration 41F: 38 clusters Score -8.594285e+07 nChanged 31127
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 52115 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 61842 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 83516 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 473 members 
Mstep: Class 19 contains 59340 members 
Mstep: Class 20 contains 16836 members 
Mstep: Class 21 contains 52680 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 22895 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 17116 members 
Mstep: Class 27 contains 423 members 
Mstep: Class 28 contains 8117 members 
Mstep: Class 29 contains 594 members 
Mstep: Class 30 contains 52679 members 
Mstep: Class 31 contains 665 members 
Mstep: Class 32 contains 76116 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 60528 members 
Mstep: Class 37 contains 57394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945144.000000 Penalty: 80583.578125
Iteration 42Q: 38 clusters Score -8.594514e+07 nChanged 28631
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 49977 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 60594 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 89648 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 57618 members 
Mstep: Class 20 contains 16709 members 
Mstep: Class 21 contains 53096 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22569 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 16986 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 7970 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 48554 members 
Mstep: Class 31 contains 672 members 
Mstep: Class 32 contains 80998 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 59228 members 
Mstep: Class 37 contains 56600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944208.000000 Penalty: 80583.578125
Iteration 43Q: 38 clusters Score -8.594421e+07 nChanged 25850
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 48524 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 59956 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 93446 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 55637 members 
Mstep: Class 20 contains 16594 members 
Mstep: Class 21 contains 53452 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22387 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 16901 members 
Mstep: Class 27 contains 404 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 44701 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 86314 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1489 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 58296 members 
Mstep: Class 37 contains 56064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942320.000000 Penalty: 80583.578125
Iteration 44Q: 38 clusters Score -8.594232e+07 nChanged 20740
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15913 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 93873 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 465 members 
Mstep: Class 19 contains 53798 members 
Mstep: Class 20 contains 16525 members 
Mstep: Class 21 contains 53763 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 22398 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 16834 members 
Mstep: Class 27 contains 397 members 
Mstep: Class 28 contains 7671 members 
Mstep: Class 29 contains 562 members 
Mstep: Class 30 contains 42615 members 
Mstep: Class 31 contains 666 members 
Mstep: Class 32 contains 91083 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1507 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 57790 members 
Mstep: Class 37 contains 55693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940328.000000 Penalty: 80583.578125
Iteration 45Q: 38 clusters Score -8.594033e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 46772 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 60666 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 92931 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 460 members 
Mstep: Class 19 contains 52337 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 54017 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 22444 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 16806 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 7530 members 
Mstep: Class 29 contains 550 members 
Mstep: Class 30 contains 41692 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 94732 members 
Mstep: Class 33 contains 812 members 
Mstep: Class 34 contains 1526 members 
Mstep: Class 35 contains 503 members 
Mstep: Class 36 contains 57440 members 
Mstep: Class 37 contains 55545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939392.000000 Penalty: 80583.578125
Iteration 46Q: 38 clusters Score -8.593939e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15708 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 46166 members 
Mstep: Class 12 contains 485 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 92367 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51431 members 
Mstep: Class 20 contains 16432 members 
Mstep: Class 21 contains 54267 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 22496 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 16780 members 
Mstep: Class 27 contains 369 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 41132 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 96932 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 509 members 
Mstep: Class 36 contains 57074 members 
Mstep: Class 37 contains 55427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937976.000000 Penalty: 80583.578125
Iteration 47Q: 38 clusters Score -8.593798e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 45580 members 
Mstep: Class 12 contains 487 members 
Mstep: Class 13 contains 61701 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 92028 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 50802 members 
Mstep: Class 20 contains 16383 members 
Mstep: Class 21 contains 54528 members 
Mstep: Class 22 contains 1053 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 22558 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16756 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 7225 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 40901 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 98164 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 513 members 
Mstep: Class 36 contains 56862 members 
Mstep: Class 37 contains 55330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937432.000000 Penalty: 80583.578125
Iteration 48Q: 38 clusters Score -8.593743e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 45022 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 62247 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 91895 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50447 members 
Mstep: Class 20 contains 16336 members 
Mstep: Class 21 contains 54759 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22636 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16748 members 
Mstep: Class 27 contains 349 members 
Mstep: Class 28 contains 7044 members 
Mstep: Class 29 contains 535 members 
Mstep: Class 30 contains 41022 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 98556 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56640 members 
Mstep: Class 37 contains 55195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938256.000000 Penalty: 80583.578125
Iteration 49Q: 38 clusters Score -8.593826e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 62706 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91788 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 50257 members 
Mstep: Class 20 contains 16300 members 
Mstep: Class 21 contains 54958 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22698 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16740 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 41416 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 98460 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1550 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56422 members 
Mstep: Class 37 contains 55105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938784.000000 Penalty: 80583.578125
Iteration 50Q: 38 clusters Score -8.593878e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 44022 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 63132 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91701 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 50192 members 
Mstep: Class 20 contains 16268 members 
Mstep: Class 21 contains 55133 members 
Mstep: Class 22 contains 1053 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22744 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16732 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 41951 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 98111 members 
Mstep: Class 33 contains 806 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56252 members 
Mstep: Class 37 contains 55011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939904.000000 Penalty: 80583.578125
Iteration 51Q: 38 clusters Score -8.59399e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15336 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 43518 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 63495 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91672 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 50194 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 55306 members 
Mstep: Class 22 contains 1053 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22792 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16723 members 
Mstep: Class 27 contains 327 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 42568 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 97571 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56182 members 
Mstep: Class 37 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941152.000000 Penalty: 80583.578125
Iteration 52Q: 38 clusters Score -8.594115e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 10544 members 
Mstep: Class 11 contains 43036 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 63771 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91604 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 50275 members 
Mstep: Class 20 contains 16139 members 
Mstep: Class 21 contains 55435 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22838 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16718 members 
Mstep: Class 27 contains 326 members 
Mstep: Class 28 contains 6153 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 43320 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 96892 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1557 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56161 members 
Mstep: Class 37 contains 54760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942024.000000 Penalty: 80583.578125
Iteration 53Q: 38 clusters Score -8.594202e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15277 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 10924 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64000 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91477 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50396 members 
Mstep: Class 20 contains 16078 members 
Mstep: Class 21 contains 55560 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22871 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16716 members 
Mstep: Class 27 contains 318 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 44163 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 96224 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56080 members 
Mstep: Class 37 contains 54636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943360.000000 Penalty: 80583.578125
Iteration 54Q: 38 clusters Score -8.594336e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15293 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4706 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 42089 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64239 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91359 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50503 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 55666 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16713 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 45135 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 95446 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1557 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 56015 members 
Mstep: Class 37 contains 54449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944864.000000 Penalty: 80583.578125
Iteration 55Q: 38 clusters Score -8.594486e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15329 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 11596 members 
Mstep: Class 11 contains 41610 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64396 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91304 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50649 members 
Mstep: Class 20 contains 16027 members 
Mstep: Class 21 contains 55788 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22910 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16712 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 46217 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 94599 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 55940 members 
Mstep: Class 37 contains 54209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85946408.000000 Penalty: 80583.578125
Iteration 56Q: 38 clusters Score -8.594641e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 11898 members 
Mstep: Class 11 contains 41172 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64470 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91208 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1634 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50821 members 
Mstep: Class 20 contains 16006 members 
Mstep: Class 21 contains 55877 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22930 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 315 members 
Mstep: Class 28 contains 5316 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 47384 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 93741 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 55861 members 
Mstep: Class 37 contains 53952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947520.000000 Penalty: 80583.578125
Iteration 57Q: 38 clusters Score -8.594752e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 40787 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64497 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 91134 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50972 members 
Mstep: Class 20 contains 15985 members 
Mstep: Class 21 contains 55957 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16712 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 5236 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 48566 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 92887 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 55810 members 
Mstep: Class 37 contains 53683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948472.000000 Penalty: 80583.578125
Iteration 58Q: 38 clusters Score -8.594847e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15420 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 40454 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64492 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 51101 members 
Mstep: Class 20 contains 15955 members 
Mstep: Class 21 contains 56004 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 49836 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 92068 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 55779 members 
Mstep: Class 37 contains 53445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949904.000000 Penalty: 80583.578125
Iteration 59Q: 38 clusters Score -8.59499e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15475 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 12516 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 64479 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 90696 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 51218 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 56034 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22886 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 5182 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 51112 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 91289 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 55780 members 
Mstep: Class 37 contains 53219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953056.000000 Penalty: 80583.578125
Iteration 60F: 38 clusters Score -8.595306e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4893 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 39763 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 64178 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 92206 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 50847 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 56072 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22833 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 5165 members 
Mstep: Class 29 contains 535 members 
Mstep: Class 30 contains 51619 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 90495 members 
Mstep: Class 33 contains 806 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 55747 members 
Mstep: Class 37 contains 52878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952320.000000 Penalty: 80583.578125
Iteration 61Q: 38 clusters Score -8.595232e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4924 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 39513 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 64169 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 92958 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50769 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 56124 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22807 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 295 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 52965 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 88883 members 
Mstep: Class 33 contains 806 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 55711 members 
Mstep: Class 37 contains 52610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952560.000000 Penalty: 80583.578125
Iteration 62Q: 38 clusters Score -8.595256e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15526 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 12952 members 
Mstep: Class 11 contains 39263 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 64231 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 93712 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 50843 members 
Mstep: Class 20 contains 15778 members 
Mstep: Class 21 contains 56193 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22790 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 54639 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 86758 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 55644 members 
Mstep: Class 37 contains 52310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953008.000000 Penalty: 80583.578125
Iteration 63Q: 38 clusters Score -8.595301e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15554 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 13071 members 
Mstep: Class 11 contains 39062 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64281 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 94411 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 50968 members 
Mstep: Class 20 contains 15726 members 
Mstep: Class 21 contains 56255 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 56667 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 84242 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 55621 members 
Mstep: Class 37 contains 51979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953688.000000 Penalty: 80583.578125
Iteration 64Q: 38 clusters Score -8.595369e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 38865 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64378 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 94983 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51097 members 
Mstep: Class 20 contains 15665 members 
Mstep: Class 21 contains 56301 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22755 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 276 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 58963 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 81509 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55593 members 
Mstep: Class 37 contains 51722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954048.000000 Penalty: 80583.578125
Iteration 65Q: 38 clusters Score -8.595405e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15567 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 38656 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64449 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 95379 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51289 members 
Mstep: Class 20 contains 15618 members 
Mstep: Class 21 contains 56357 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22734 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 61430 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 78820 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55540 members 
Mstep: Class 37 contains 51414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954392.000000 Penalty: 80583.578125
Iteration 66Q: 38 clusters Score -8.595439e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 38488 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64486 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 95810 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51413 members 
Mstep: Class 20 contains 15568 members 
Mstep: Class 21 contains 56391 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22712 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 63927 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 76259 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55472 members 
Mstep: Class 37 contains 51007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953968.000000 Penalty: 80583.578125
Iteration 67Q: 38 clusters Score -8.595397e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 38322 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64461 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96228 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51441 members 
Mstep: Class 20 contains 15536 members 
Mstep: Class 21 contains 56437 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22709 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 66459 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 73817 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55398 members 
Mstep: Class 37 contains 50578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954168.000000 Penalty: 80583.578125
Iteration 68Q: 38 clusters Score -8.595417e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5220 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 38152 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64466 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96560 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51414 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 56476 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22685 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5146 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 68888 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 71661 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55306 members 
Mstep: Class 37 contains 50118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953680.000000 Penalty: 80583.578125
Iteration 69Q: 38 clusters Score -8.595368e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15623 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 38020 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64385 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51378 members 
Mstep: Class 20 contains 15441 members 
Mstep: Class 21 contains 56522 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22658 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5146 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 71217 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69809 members 
Mstep: Class 33 contains 811 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55206 members 
Mstep: Class 37 contains 49672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953816.000000 Penalty: 80583.578125
Iteration 70Q: 38 clusters Score -8.595382e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 13753 members 
Mstep: Class 11 contains 37924 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64363 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96868 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51308 members 
Mstep: Class 20 contains 15407 members 
Mstep: Class 21 contains 56574 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22668 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5146 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 73210 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68251 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55114 members 
Mstep: Class 37 contains 49238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953480.000000 Penalty: 80583.578125
Iteration 71Q: 38 clusters Score -8.595348e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15722 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 13813 members 
Mstep: Class 11 contains 37836 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64366 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96960 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51240 members 
Mstep: Class 20 contains 15378 members 
Mstep: Class 21 contains 56624 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22661 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 74860 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 67015 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 55058 members 
Mstep: Class 37 contains 48775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952528.000000 Penalty: 80583.578125
Iteration 72Q: 38 clusters Score -8.595253e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 13879 members 
Mstep: Class 11 contains 37743 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64390 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96929 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51244 members 
Mstep: Class 20 contains 15346 members 
Mstep: Class 21 contains 56673 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22685 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 76213 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 66067 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54953 members 
Mstep: Class 37 contains 48374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952232.000000 Penalty: 80583.578125
Iteration 73Q: 38 clusters Score -8.595223e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 13960 members 
Mstep: Class 11 contains 37649 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64462 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 96943 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51274 members 
Mstep: Class 20 contains 15307 members 
Mstep: Class 21 contains 56713 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22717 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77106 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 65355 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54871 members 
Mstep: Class 37 contains 48057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951864.000000 Penalty: 80583.578125
Iteration 74Q: 38 clusters Score -8.595186e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15907 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 37584 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64676 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96803 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51328 members 
Mstep: Class 20 contains 15270 members 
Mstep: Class 21 contains 56751 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22750 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77614 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64915 members 
Mstep: Class 33 contains 810 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54804 members 
Mstep: Class 37 contains 47807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952152.000000 Penalty: 80583.578125
Iteration 75Q: 38 clusters Score -8.595215e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 14076 members 
Mstep: Class 11 contains 37536 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 64892 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96692 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51404 members 
Mstep: Class 20 contains 15225 members 
Mstep: Class 21 contains 56787 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22787 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77794 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64682 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54761 members 
Mstep: Class 37 contains 47617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951880.000000 Penalty: 80583.578125
Iteration 76Q: 38 clusters Score -8.595188e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 37471 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65115 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96584 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51500 members 
Mstep: Class 20 contains 15184 members 
Mstep: Class 21 contains 56829 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22807 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77751 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64572 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54737 members 
Mstep: Class 37 contains 47482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951968.000000 Penalty: 80583.578125
Iteration 77Q: 38 clusters Score -8.595197e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16044 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 14191 members 
Mstep: Class 11 contains 37420 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65315 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96531 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51569 members 
Mstep: Class 20 contains 15139 members 
Mstep: Class 21 contains 56879 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22815 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77486 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64641 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54704 members 
Mstep: Class 37 contains 47402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952072.000000 Penalty: 80583.578125
Iteration 78Q: 38 clusters Score -8.595207e+07 nChanged 3064
Entering ConstructFrom: 
Score: -85952072.000000 Penalty: 80583.578125
Entering ConstructFrom: 
Trying to split cluster 1 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -41808.582031 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -41808.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40943.343750 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -40943.34 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41518.906250 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -41518.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41768.250000 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -41768.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41900.855469 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -41900.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41932.097656 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -41932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41956.410156 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -41956.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41971.531250 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -41971.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41994.152344 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -41994.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42022.746094 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -42022.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42025.312500 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -42025.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42046.699219 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -42046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42055.570312 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -42055.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42065.789062 Penalty: 2003.077271
	Iteration 12Q: 3 clusters Score -42065.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42070.816406 Penalty: 2003.077271
	Iteration 13Q: 3 clusters Score -42070.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42072.003906 Penalty: 2003.077271
	Iteration 14Q: 3 clusters Score -42072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42072.003906 Penalty: 2003.077271
	Iteration 15F: 3 clusters Score -42072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 191 members 
Entering Unmasked Estep 
Score: -85950960.000000 Penalty: 82761.507812
Splitting cluster 1 changes total score from -85952072.000000 to -85950960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -2089942.625000 Penalty: 1574.138916
	Iteration 0F: 2 clusters Score -2089943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2078861.875000 Penalty: 3148.277832
	Iteration 0F: 3 clusters Score -2078862 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2083235.250000 Penalty: 3148.277832
	Iteration 1F: 3 clusters Score -2083235 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2084062.250000 Penalty: 3148.277832
	Iteration 2F: 3 clusters Score -2084062 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2085166.500000 Penalty: 3148.277832
	Iteration 3F: 3 clusters Score -2085166 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2086504.875000 Penalty: 3148.277832
	Iteration 4F: 3 clusters Score -2086505 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2087720.125000 Penalty: 3148.277832
	Iteration 5F: 3 clusters Score -2087720 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2088499.125000 Penalty: 3148.277832
	Iteration 6F: 3 clusters Score -2088499 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2088902.875000 Penalty: 3148.277832
	Iteration 7Q: 3 clusters Score -2088903 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2089099.125000 Penalty: 3148.277832
	Iteration 8Q: 3 clusters Score -2089099 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2089220.000000 Penalty: 3148.277832
	Iteration 9Q: 3 clusters Score -2089220 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2089303.500000 Penalty: 3148.277832
	Iteration 10Q: 3 clusters Score -2089304 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2089361.500000 Penalty: 3148.277832
	Iteration 11Q: 3 clusters Score -2089362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2089398.000000 Penalty: 3148.277832
	Iteration 12Q: 3 clusters Score -2089398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2089429.250000 Penalty: 3148.277832
	Iteration 13Q: 3 clusters Score -2089429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2089458.875000 Penalty: 3148.277832
	Iteration 14Q: 3 clusters Score -2089459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2089479.000000 Penalty: 3148.277832
	Iteration 15Q: 3 clusters Score -2089479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2089487.750000 Penalty: 3148.277832
	Iteration 16Q: 3 clusters Score -2089488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2089500.125000 Penalty: 3148.277832
	Iteration 17Q: 3 clusters Score -2089500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2089508.375000 Penalty: 3148.277832
	Iteration 18Q: 3 clusters Score -2089508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2089519.125000 Penalty: 3148.277832
	Iteration 19Q: 3 clusters Score -2089519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2089518.000000 Penalty: 3148.277832
	Iteration 20F: 3 clusters Score -2089518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2089524.500000 Penalty: 3148.277832
	Iteration 21Q: 3 clusters Score -2089524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2089535.500000 Penalty: 3148.277832
	Iteration 22Q: 3 clusters Score -2089536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2089536.875000 Penalty: 3148.277832
	Iteration 23Q: 3 clusters Score -2089537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2089546.375000 Penalty: 3148.277832
	Iteration 24Q: 3 clusters Score -2089546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2089551.125000 Penalty: 3148.277832
	Iteration 25Q: 3 clusters Score -2089551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2089554.375000 Penalty: 3148.277832
	Iteration 26Q: 3 clusters Score -2089554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2089550.250000 Penalty: 3148.277832
	Iteration 27Q: 3 clusters Score -2089550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2089553.125000 Penalty: 3148.277832
	Iteration 28Q: 3 clusters Score -2089553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2089555.625000 Penalty: 3148.277832
	Iteration 29Q: 3 clusters Score -2089556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2089558.875000 Penalty: 3148.277832
	Iteration 30Q: 3 clusters Score -2089559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2089557.125000 Penalty: 3148.277832
	Iteration 31Q: 3 clusters Score -2089557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2089562.875000 Penalty: 3148.277832
	Iteration 32Q: 3 clusters Score -2089563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2089560.500000 Penalty: 3148.277832
	Iteration 33Q: 3 clusters Score -2089560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2089563.750000 Penalty: 3148.277832
	Iteration 34Q: 3 clusters Score -2089564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2089565.125000 Penalty: 3148.277832
	Iteration 35Q: 3 clusters Score -2089565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2089565.125000 Penalty: 3148.277832
	Iteration 36Q: 3 clusters Score -2089565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2089566.000000 Penalty: 3148.277832
	Iteration 37Q: 3 clusters Score -2089566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2089567.625000 Penalty: 3148.277832
	Iteration 38Q: 3 clusters Score -2089568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2089568.000000 Penalty: 3148.277832
	Iteration 39Q: 3 clusters Score -2089568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2089569.000000 Penalty: 3148.277832
	Iteration 40F: 3 clusters Score -2089569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -165572.703125 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -165572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163911.609375 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -163911.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164240.890625 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -164240.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164357.906250 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -164357.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -164426.781250 Penalty: 2337.947998
	Iteration 3F: 3 clusters Score -164426.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -164474.812500 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -164474.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -164509.640625 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -164509.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164556.234375 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -164556.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -164601.187500 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -164601.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164646.921875 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -164646.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164676.656250 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -164676.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164702.125000 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -164702.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164726.671875 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -164726.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -164749.031250 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -164749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164778.031250 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -164778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -164805.234375 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -164805.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -164826.296875 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -164826.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -164840.781250 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -164840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -164849.937500 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -164849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164852.531250 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -164852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164852.984375 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -164853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164852.984375 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -164853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -55784.054688 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -55784.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54795.699219 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -54795.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55025.363281 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -55025.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55132.710938 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -55132.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55183.703125 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -55183.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55205.070312 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -55205.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55216.691406 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -55216.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55219.429688 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -55219.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55223.039062 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -55223.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55225.839844 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -55225.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55226.734375 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -55226.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55236.371094 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -55236.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55245.058594 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -55245.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55245.691406 Penalty: 2010.517822
	Iteration 12Q: 3 clusters Score -55245.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55247.464844 Penalty: 2010.517822
	Iteration 13Q: 3 clusters Score -55247.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55247.464844 Penalty: 2010.517822
	Iteration 14F: 3 clusters Score -55247.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -70389.703125 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -70389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69426.835938 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -69426.84 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69746.578125 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -69746.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69943.742188 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -69943.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70207.953125 Penalty: 2074.090088
	Iteration 3F: 3 clusters Score -70207.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70457.890625 Penalty: 2074.090088
	Iteration 4F: 3 clusters Score -70457.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70629.054688 Penalty: 2074.090088
	Iteration 5F: 3 clusters Score -70629.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70721.914062 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -70721.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70788.531250 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -70788.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70820.304688 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -70820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70863.601562 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -70863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70894.343750 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -70894.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70894.343750 Penalty: 2074.090088
	Iteration 11F: 3 clusters Score -70894.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 166 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 425 members 
Entering Unmasked Estep 
Score: -85951216.000000 Penalty: 82761.507812
Splitting cluster 5 changes total score from -85952072.000000 to -85951216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -698312.000000 Penalty: 1401.148682
	Iteration 0F: 2 clusters Score -698312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -694005.937500 Penalty: 2802.297363
	Iteration 0F: 3 clusters Score -694005.9 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -695399.062500 Penalty: 2802.297363
	Iteration 1F: 3 clusters Score -695399.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -695867.250000 Penalty: 2802.297363
	Iteration 2F: 3 clusters Score -695867.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -696311.500000 Penalty: 2802.297363
	Iteration 3F: 3 clusters Score -696311.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -696637.812500 Penalty: 2802.297363
	Iteration 4F: 3 clusters Score -696637.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -696940.187500 Penalty: 2802.297363
	Iteration 5F: 3 clusters Score -696940.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -697209.000000 Penalty: 2802.297363
	Iteration 6F: 3 clusters Score -697209 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -697425.812500 Penalty: 2802.297363
	Iteration 7Q: 3 clusters Score -697425.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -697605.625000 Penalty: 2802.297363
	Iteration 8Q: 3 clusters Score -697605.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -697744.625000 Penalty: 2802.297363
	Iteration 9Q: 3 clusters Score -697744.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -697859.625000 Penalty: 2802.297363
	Iteration 10Q: 3 clusters Score -697859.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -697944.500000 Penalty: 2802.297363
	Iteration 11Q: 3 clusters Score -697944.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -697983.437500 Penalty: 2802.297363
	Iteration 12Q: 3 clusters Score -697983.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -698012.625000 Penalty: 2802.297363
	Iteration 13Q: 3 clusters Score -698012.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -698044.312500 Penalty: 2802.297363
	Iteration 14Q: 3 clusters Score -698044.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -698071.062500 Penalty: 2802.297363
	Iteration 15Q: 3 clusters Score -698071.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -698097.437500 Penalty: 2802.297363
	Iteration 16Q: 3 clusters Score -698097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -698113.187500 Penalty: 2802.297363
	Iteration 17Q: 3 clusters Score -698113.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -698129.750000 Penalty: 2802.297363
	Iteration 18Q: 3 clusters Score -698129.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -698142.875000 Penalty: 2802.297363
	Iteration 19Q: 3 clusters Score -698142.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -698152.937500 Penalty: 2802.297363
	Iteration 20F: 3 clusters Score -698152.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -698161.562500 Penalty: 2802.297363
	Iteration 21Q: 3 clusters Score -698161.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -698168.562500 Penalty: 2802.297363
	Iteration 22Q: 3 clusters Score -698168.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -698172.937500 Penalty: 2802.297363
	Iteration 23Q: 3 clusters Score -698172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -698176.250000 Penalty: 2802.297363
	Iteration 24Q: 3 clusters Score -698176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -698177.062500 Penalty: 2802.297363
	Iteration 25Q: 3 clusters Score -698177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -698177.125000 Penalty: 2802.297363
	Iteration 26Q: 3 clusters Score -698177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -698177.250000 Penalty: 2802.297363
	Iteration 27Q: 3 clusters Score -698177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -698177.562500 Penalty: 2802.297363
	Iteration 28Q: 3 clusters Score -698177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -698177.562500 Penalty: 2802.297363
	Iteration 29F: 3 clusters Score -698177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -25846.289062 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -25846.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24993.449219 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -24993.45 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25549.380859 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -25549.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25841.458984 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -25841.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26012.904297 Penalty: 2042.343628
	Iteration 3F: 3 clusters Score -26012.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26192.714844 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -26192.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26425.474609 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -26425.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26685.322266 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -26685.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26830.619141 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -26830.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26890.468750 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -26890.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26917.664062 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -26917.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26968.621094 Penalty: 2042.343628
	Iteration 10Q: 3 clusters Score -26968.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26973.017578 Penalty: 2042.343628
	Iteration 11Q: 3 clusters Score -26973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26976.482422 Penalty: 2042.343628
	Iteration 12F: 3 clusters Score -26976.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26978.195312 Penalty: 2042.343628
	Iteration 13Q: 3 clusters Score -26978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26981.968750 Penalty: 2042.343628
	Iteration 14Q: 3 clusters Score -26981.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26981.968750 Penalty: 2042.343628
	Iteration 15F: 3 clusters Score -26981.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 233 members 
Entering Unmasked Estep 
Score: -85951808.000000 Penalty: 82761.507812
Splitting cluster 7 changes total score from -85952072.000000 to -85951808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69844.492188 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69844.49 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -70018.968750 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -70018.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70055.226562 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70055.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70072.437500 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -70072.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70078.171875 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70078.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -70085.812500 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70085.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70103.281250 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70103.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -70105.484375 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70105.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70111.515625 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70111.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -70121.937500 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70121.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -70123.125000 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70123.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -70123.945312 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70123.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -70123.945312 Penalty: 1938.163208
	Iteration 12F: 3 clusters Score -70123.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -66952.015625 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -66952.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65859.007812 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -65859.01 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66209.632812 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -66209.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66503.062500 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -66503.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66727.000000 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -66727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66876.835938 Penalty: 2080.623047
	Iteration 4F: 3 clusters Score -66876.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66996.953125 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -66996.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67129.375000 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -67129.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67260.554688 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -67260.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67310.125000 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -67310.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67328.437500 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -67328.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67332.687500 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -67332.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67334.117188 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -67334.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67334.117188 Penalty: 2080.623047
	Iteration 12F: 3 clusters Score -67334.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 397 members 
Entering Unmasked Estep 
Score: -85951088.000000 Penalty: 82761.507812
Splitting cluster 9 changes total score from -85952072.000000 to -85951088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Entering Unmasked Estep 
Score: -1822267.375000 Penalty: 1554.119141
	Iteration 0F: 2 clusters Score -1822267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1812417.250000 Penalty: 3108.238281
	Iteration 0F: 3 clusters Score -1812417 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1816100.250000 Penalty: 3108.238281
	Iteration 1F: 3 clusters Score -1816100 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1816813.625000 Penalty: 3108.238281
	Iteration 2F: 3 clusters Score -1816814 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1817731.375000 Penalty: 3108.238281
	Iteration 3F: 3 clusters Score -1817731 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1818717.500000 Penalty: 3108.238281
	Iteration 4F: 3 clusters Score -1818718 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1819553.250000 Penalty: 3108.238281
	Iteration 5F: 3 clusters Score -1819553 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1820119.125000 Penalty: 3108.238281
	Iteration 6F: 3 clusters Score -1820119 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1820488.375000 Penalty: 3108.238281
	Iteration 7Q: 3 clusters Score -1820488 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1820763.125000 Penalty: 3108.238281
	Iteration 8Q: 3 clusters Score -1820763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1820978.000000 Penalty: 3108.238281
	Iteration 9Q: 3 clusters Score -1820978 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1821138.250000 Penalty: 3108.238281
	Iteration 10Q: 3 clusters Score -1821138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1821258.000000 Penalty: 3108.238281
	Iteration 11Q: 3 clusters Score -1821258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1821328.250000 Penalty: 3108.238281
	Iteration 12Q: 3 clusters Score -1821328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1821390.125000 Penalty: 3108.238281
	Iteration 13Q: 3 clusters Score -1821390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1821428.000000 Penalty: 3108.238281
	Iteration 14Q: 3 clusters Score -1821428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1821455.000000 Penalty: 3108.238281
	Iteration 15Q: 3 clusters Score -1821455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1821479.000000 Penalty: 3108.238281
	Iteration 16Q: 3 clusters Score -1821479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1821497.625000 Penalty: 3108.238281
	Iteration 17Q: 3 clusters Score -1821498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1821511.625000 Penalty: 3108.238281
	Iteration 18Q: 3 clusters Score -1821512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1821527.875000 Penalty: 3108.238281
	Iteration 19Q: 3 clusters Score -1821528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1821536.375000 Penalty: 3108.238281
	Iteration 20F: 3 clusters Score -1821536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1821541.750000 Penalty: 3108.238281
	Iteration 21Q: 3 clusters Score -1821542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1821549.625000 Penalty: 3108.238281
	Iteration 22Q: 3 clusters Score -1821550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1821556.750000 Penalty: 3108.238281
	Iteration 23Q: 3 clusters Score -1821557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1821559.500000 Penalty: 3108.238281
	Iteration 24Q: 3 clusters Score -1821560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1821559.625000 Penalty: 3108.238281
	Iteration 25Q: 3 clusters Score -1821560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1821572.375000 Penalty: 3108.238281
	Iteration 26Q: 3 clusters Score -1821572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1821574.000000 Penalty: 3108.238281
	Iteration 27Q: 3 clusters Score -1821574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1821577.875000 Penalty: 3108.238281
	Iteration 28Q: 3 clusters Score -1821578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1821578.500000 Penalty: 3108.238281
	Iteration 29Q: 3 clusters Score -1821578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1821578.250000 Penalty: 3108.238281
	Iteration 30Q: 3 clusters Score -1821578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1821579.000000 Penalty: 3108.238281
	Iteration 31Q: 3 clusters Score -1821579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1821582.500000 Penalty: 3108.238281
	Iteration 32Q: 3 clusters Score -1821582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1821585.375000 Penalty: 3108.238281
	Iteration 33Q: 3 clusters Score -1821585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1821585.250000 Penalty: 3108.238281
	Iteration 34Q: 3 clusters Score -1821585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1821590.750000 Penalty: 3108.238281
	Iteration 35Q: 3 clusters Score -1821591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1821588.375000 Penalty: 3108.238281
	Iteration 36Q: 3 clusters Score -1821588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1821587.250000 Penalty: 3108.238281
	Iteration 37Q: 3 clusters Score -1821587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1821588.000000 Penalty: 3108.238281
	Iteration 38Q: 3 clusters Score -1821588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1821587.250000 Penalty: 3108.238281
	Iteration 39Q: 3 clusters Score -1821587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1821587.250000 Penalty: 3108.238281
	Iteration 40F: 3 clusters Score -1821587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Entering Unmasked Estep 
Score: -4886851.500000 Penalty: 1710.875244
	Iteration 0F: 2 clusters Score -4886852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4861778.000000 Penalty: 3421.750488
	Iteration 0F: 3 clusters Score -4861778 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4871729.000000 Penalty: 3421.750488
	Iteration 1F: 3 clusters Score -4871729 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4872251.000000 Penalty: 3421.750488
	Iteration 2Q: 3 clusters Score -4872251 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4872879.000000 Penalty: 3421.750488
	Iteration 3Q: 3 clusters Score -4872879 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4873732.000000 Penalty: 3421.750488
	Iteration 4Q: 3 clusters Score -4873732 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4874893.000000 Penalty: 3421.750488
	Iteration 5F: 3 clusters Score -4874893 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4876418.000000 Penalty: 3421.750488
	Iteration 6F: 3 clusters Score -4876418 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4878302.000000 Penalty: 3421.750488
	Iteration 7F: 3 clusters Score -4878302 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4880231.000000 Penalty: 3421.750488
	Iteration 8F: 3 clusters Score -4880231 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4881927.000000 Penalty: 3421.750488
	Iteration 9F: 3 clusters Score -4881927 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4883459.500000 Penalty: 3421.750488
	Iteration 10F: 3 clusters Score -4883460 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4884778.500000 Penalty: 3421.750488
	Iteration 11Q: 3 clusters Score -4884778 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -4885683.500000 Penalty: 3421.750488
	Iteration 12Q: 3 clusters Score -4885684 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4886151.000000 Penalty: 3421.750488
	Iteration 13Q: 3 clusters Score -4886151 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4886437.500000 Penalty: 3421.750488
	Iteration 14Q: 3 clusters Score -4886438 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4886593.000000 Penalty: 3421.750488
	Iteration 15Q: 3 clusters Score -4886593 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -4886697.500000 Penalty: 3421.750488
	Iteration 16Q: 3 clusters Score -4886698 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4886764.500000 Penalty: 3421.750488
	Iteration 17Q: 3 clusters Score -4886764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4886830.000000 Penalty: 3421.750488
	Iteration 18Q: 3 clusters Score -4886830 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4886869.500000 Penalty: 3421.750488
	Iteration 19Q: 3 clusters Score -4886870 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4886884.000000 Penalty: 3421.750488
	Iteration 20F: 3 clusters Score -4886884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4886884.500000 Penalty: 3421.750488
	Iteration 21Q: 3 clusters Score -4886884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4886878.000000 Penalty: 3421.750488
	Iteration 22Q: 3 clusters Score -4886878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4886887.500000 Penalty: 3421.750488
	Iteration 23Q: 3 clusters Score -4886888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4886895.000000 Penalty: 3421.750488
	Iteration 24Q: 3 clusters Score -4886895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4886899.000000 Penalty: 3421.750488
	Iteration 25Q: 3 clusters Score -4886899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4886902.000000 Penalty: 3421.750488
	Iteration 26Q: 3 clusters Score -4886902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4886902.500000 Penalty: 3421.750488
	Iteration 27Q: 3 clusters Score -4886902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4886907.000000 Penalty: 3421.750488
	Iteration 28Q: 3 clusters Score -4886907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4886910.000000 Penalty: 3421.750488
	Iteration 29Q: 3 clusters Score -4886910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4886916.000000 Penalty: 3421.750488
	Iteration 30Q: 3 clusters Score -4886916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4886912.500000 Penalty: 3421.750488
	Iteration 31Q: 3 clusters Score -4886912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4886907.500000 Penalty: 3421.750488
	Iteration 32Q: 3 clusters Score -4886908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4886902.500000 Penalty: 3421.750488
	Iteration 33Q: 3 clusters Score -4886902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4886907.500000 Penalty: 3421.750488
	Iteration 34Q: 3 clusters Score -4886908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4886913.500000 Penalty: 3421.750488
	Iteration 35Q: 3 clusters Score -4886914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4886911.500000 Penalty: 3421.750488
	Iteration 36Q: 3 clusters Score -4886912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4886917.500000 Penalty: 3421.750488
	Iteration 37Q: 3 clusters Score -4886918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -4886918.500000 Penalty: 3421.750488
	Iteration 38Q: 3 clusters Score -4886918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4886917.500000 Penalty: 3421.750488
	Iteration 39Q: 3 clusters Score -4886918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4886915.000000 Penalty: 3421.750488
	Iteration 40F: 3 clusters Score -4886915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4886914.000000 Penalty: 3421.750488
	Iteration 41Q: 3 clusters Score -4886914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4886915.500000 Penalty: 3421.750488
	Iteration 42Q: 3 clusters Score -4886916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4886917.500000 Penalty: 3421.750488
	Iteration 43Q: 3 clusters Score -4886918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4886917.500000 Penalty: 3421.750488
	Iteration 44F: 3 clusters Score -4886918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 96573 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 28528 members 
Entering Unmasked Estep 
Score: -85951480.000000 Penalty: 82761.507812
Splitting cluster 11 changes total score from -85952072.000000 to -85951480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -35912.417969 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -35912.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34966.296875 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -34966.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35461.621094 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -35461.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35605.363281 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -35605.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35645.832031 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -35645.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35679.113281 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -35679.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35693.714844 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -35693.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35697.761719 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -35697.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35698.273438 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -35698.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35698.273438 Penalty: 2013.181763
	Iteration 8F: 3 clusters Score -35698.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Entering Unmasked Estep 
Score: -8704684.000000 Penalty: 1802.083496
	Iteration 0F: 2 clusters Score -8704684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -8661754.000000 Penalty: 3604.166992
	Iteration 0F: 3 clusters Score -8661754 nChanged 30998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -8679451.000000 Penalty: 3604.166992
	Iteration 1F: 3 clusters Score -8679451 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -8680425.000000 Penalty: 3604.166992
	Iteration 2Q: 3 clusters Score -8680425 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -8682197.000000 Penalty: 3604.166992
	Iteration 3F: 3 clusters Score -8682197 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -8685442.000000 Penalty: 3604.166992
	Iteration 4F: 3 clusters Score -8685442 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8690369.000000 Penalty: 3604.166992
	Iteration 5F: 3 clusters Score -8690369 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -8696218.000000 Penalty: 3604.166992
	Iteration 6F: 3 clusters Score -8696218 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8700646.000000 Penalty: 3604.166992
	Iteration 7F: 3 clusters Score -8700646 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8702405.000000 Penalty: 3604.166992
	Iteration 8Q: 3 clusters Score -8702405 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8702926.000000 Penalty: 3604.166992
	Iteration 9Q: 3 clusters Score -8702926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8703070.000000 Penalty: 3604.166992
	Iteration 10Q: 3 clusters Score -8703070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8703145.000000 Penalty: 3604.166992
	Iteration 11Q: 3 clusters Score -8703145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8703211.000000 Penalty: 3604.166992
	Iteration 12Q: 3 clusters Score -8703211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8703255.000000 Penalty: 3604.166992
	Iteration 13Q: 3 clusters Score -8703255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8703270.000000 Penalty: 3604.166992
	Iteration 14Q: 3 clusters Score -8703270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8703298.000000 Penalty: 3604.166992
	Iteration 15Q: 3 clusters Score -8703298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8703305.000000 Penalty: 3604.166992
	Iteration 16Q: 3 clusters Score -8703305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8703308.000000 Penalty: 3604.166992
	Iteration 17Q: 3 clusters Score -8703308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8703318.000000 Penalty: 3604.166992
	Iteration 18Q: 3 clusters Score -8703318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8703318.000000 Penalty: 3604.166992
	Iteration 19F: 3 clusters Score -8703318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -45369.246094 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -45369.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44419.585938 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -44419.59 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44781.628906 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -44781.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44974.464844 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -44974.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45076.769531 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -45076.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45107.492188 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -45107.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45118.269531 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -45118.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45136.230469 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -45136.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45142.929688 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -45142.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45145.039062 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -45145.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45157.070312 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -45157.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45168.847656 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -45168.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45168.847656 Penalty: 1988.381592
	Iteration 11F: 3 clusters Score -45168.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Entering Unmasked Estep 
Score: -12879101.000000 Penalty: 1865.183838
	Iteration 0F: 2 clusters Score -1.28791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -12828864.000000 Penalty: 3730.367676
	Iteration 0F: 3 clusters Score -1.282886e+07 nChanged 46277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -12856046.000000 Penalty: 3730.367676
	Iteration 1F: 3 clusters Score -1.285605e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -12857139.000000 Penalty: 3730.367676
	Iteration 2Q: 3 clusters Score -1.285714e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -12858425.000000 Penalty: 3730.367676
	Iteration 3Q: 3 clusters Score -1.285842e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -12860154.000000 Penalty: 3730.367676
	Iteration 4Q: 3 clusters Score -1.286015e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -12862419.000000 Penalty: 3730.367676
	Iteration 5F: 3 clusters Score -1.286242e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -12865564.000000 Penalty: 3730.367676
	Iteration 6F: 3 clusters Score -1.286556e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -12869391.000000 Penalty: 3730.367676
	Iteration 7F: 3 clusters Score -1.286939e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -12872634.000000 Penalty: 3730.367676
	Iteration 8F: 3 clusters Score -1.287263e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -12874614.000000 Penalty: 3730.367676
	Iteration 9Q: 3 clusters Score -1.287461e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -12875230.000000 Penalty: 3730.367676
	Iteration 10Q: 3 clusters Score -1.287523e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -12875403.000000 Penalty: 3730.367676
	Iteration 11Q: 3 clusters Score -1.28754e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -12875536.000000 Penalty: 3730.367676
	Iteration 12Q: 3 clusters Score -1.287554e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -12875498.000000 Penalty: 3730.367676
	Iteration 13Q: 3 clusters Score -1.28755e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -12875612.000000 Penalty: 3730.367676
	Iteration 14Q: 3 clusters Score -1.287561e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -12875733.000000 Penalty: 3730.367676
	Iteration 15Q: 3 clusters Score -1.287573e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -12875795.000000 Penalty: 3730.367676
	Iteration 16Q: 3 clusters Score -1.28758e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -12875862.000000 Penalty: 3730.367676
	Iteration 17Q: 3 clusters Score -1.287586e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -12875862.000000 Penalty: 3730.367676
	Iteration 18Q: 3 clusters Score -1.287586e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -12875985.000000 Penalty: 3730.367676
	Iteration 19Q: 3 clusters Score -1.287598e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -12876022.000000 Penalty: 3730.367676
	Iteration 20F: 3 clusters Score -1.287602e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -12876150.000000 Penalty: 3730.367676
	Iteration 21Q: 3 clusters Score -1.287615e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -12876242.000000 Penalty: 3730.367676
	Iteration 22Q: 3 clusters Score -1.287624e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -12876332.000000 Penalty: 3730.367676
	Iteration 23Q: 3 clusters Score -1.287633e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -12876452.000000 Penalty: 3730.367676
	Iteration 24Q: 3 clusters Score -1.287645e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -12876564.000000 Penalty: 3730.367676
	Iteration 25Q: 3 clusters Score -1.287656e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -12876773.000000 Penalty: 3730.367676
	Iteration 26Q: 3 clusters Score -1.287677e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -12876953.000000 Penalty: 3730.367676
	Iteration 27Q: 3 clusters Score -1.287695e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -12877084.000000 Penalty: 3730.367676
	Iteration 28Q: 3 clusters Score -1.287708e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -12877172.000000 Penalty: 3730.367676
	Iteration 29Q: 3 clusters Score -1.287717e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -12877242.000000 Penalty: 3730.367676
	Iteration 30Q: 3 clusters Score -1.287724e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -12877334.000000 Penalty: 3730.367676
	Iteration 31Q: 3 clusters Score -1.287733e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -12877351.000000 Penalty: 3730.367676
	Iteration 32Q: 3 clusters Score -1.287735e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -12877416.000000 Penalty: 3730.367676
	Iteration 33Q: 3 clusters Score -1.287742e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -12877502.000000 Penalty: 3730.367676
	Iteration 34Q: 3 clusters Score -1.28775e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -12877577.000000 Penalty: 3730.367676
	Iteration 35Q: 3 clusters Score -1.287758e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -12877649.000000 Penalty: 3730.367676
	Iteration 36Q: 3 clusters Score -1.287765e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -12877738.000000 Penalty: 3730.367676
	Iteration 37Q: 3 clusters Score -1.287774e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -12877856.000000 Penalty: 3730.367676
	Iteration 38Q: 3 clusters Score -1.287786e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -12877923.000000 Penalty: 3730.367676
	Iteration 39Q: 3 clusters Score -1.287792e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -12877948.000000 Penalty: 3730.367676
	Iteration 40F: 3 clusters Score -1.287795e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -12878014.000000 Penalty: 3730.367676
	Iteration 41Q: 3 clusters Score -1.287801e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -12878037.000000 Penalty: 3730.367676
	Iteration 42Q: 3 clusters Score -1.287804e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -12878066.000000 Penalty: 3730.367676
	Iteration 43Q: 3 clusters Score -1.287807e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -12878062.000000 Penalty: 3730.367676
	Iteration 44Q: 3 clusters Score -1.287806e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -12878093.000000 Penalty: 3730.367676
	Iteration 45Q: 3 clusters Score -1.287809e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -12878096.000000 Penalty: 3730.367676
	Iteration 46Q: 3 clusters Score -1.28781e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -12878100.000000 Penalty: 3730.367676
	Iteration 47Q: 3 clusters Score -1.28781e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -12878138.000000 Penalty: 3730.367676
	Iteration 48Q: 3 clusters Score -1.287814e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -12878164.000000 Penalty: 3730.367676
	Iteration 49Q: 3 clusters Score -1.287816e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -12878208.000000 Penalty: 3730.367676
	Iteration 50Q: 3 clusters Score -1.287821e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -12878225.000000 Penalty: 3730.367676
	Iteration 51Q: 3 clusters Score -1.287822e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -12878249.000000 Penalty: 3730.367676
	Iteration 52Q: 3 clusters Score -1.287825e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -12878266.000000 Penalty: 3730.367676
	Iteration 53Q: 3 clusters Score -1.287827e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -12878296.000000 Penalty: 3730.367676
	Iteration 54Q: 3 clusters Score -1.28783e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -12878307.000000 Penalty: 3730.367676
	Iteration 55Q: 3 clusters Score -1.287831e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -12878313.000000 Penalty: 3730.367676
	Iteration 56Q: 3 clusters Score -1.287831e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -12878335.000000 Penalty: 3730.367676
	Iteration 57Q: 3 clusters Score -1.287834e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -12878337.000000 Penalty: 3730.367676
	Iteration 58Q: 3 clusters Score -1.287834e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -12878328.000000 Penalty: 3730.367676
	Iteration 59Q: 3 clusters Score -1.287833e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -12878343.000000 Penalty: 3730.367676
	Iteration 60F: 3 clusters Score -1.287834e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -12878334.000000 Penalty: 3730.367676
	Iteration 61Q: 3 clusters Score -1.287833e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -12878347.000000 Penalty: 3730.367676
	Iteration 62Q: 3 clusters Score -1.287835e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -12878386.000000 Penalty: 3730.367676
	Iteration 63Q: 3 clusters Score -1.287839e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -12878400.000000 Penalty: 3730.367676
	Iteration 64Q: 3 clusters Score -1.28784e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -12878424.000000 Penalty: 3730.367676
	Iteration 65Q: 3 clusters Score -1.287842e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -12878415.000000 Penalty: 3730.367676
	Iteration 66Q: 3 clusters Score -1.287842e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -12878434.000000 Penalty: 3730.367676
	Iteration 67Q: 3 clusters Score -1.287843e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -12878436.000000 Penalty: 3730.367676
	Iteration 68Q: 3 clusters Score -1.287844e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -12878443.000000 Penalty: 3730.367676
	Iteration 69Q: 3 clusters Score -1.287844e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -12878434.000000 Penalty: 3730.367676
	Iteration 70Q: 3 clusters Score -1.287843e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -12878438.000000 Penalty: 3730.367676
	Iteration 71Q: 3 clusters Score -1.287844e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -12878430.000000 Penalty: 3730.367676
	Iteration 72Q: 3 clusters Score -1.287843e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -12878438.000000 Penalty: 3730.367676
	Iteration 73Q: 3 clusters Score -1.287844e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -12878404.000000 Penalty: 3730.367676
	Iteration 74Q: 3 clusters Score -1.28784e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -12878408.000000 Penalty: 3730.367676
	Iteration 75Q: 3 clusters Score -1.287841e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -12878435.000000 Penalty: 3730.367676
	Iteration 76Q: 3 clusters Score -1.287844e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -12878437.000000 Penalty: 3730.367676
	Iteration 77Q: 3 clusters Score -1.287844e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -12878433.000000 Penalty: 3730.367676
	Iteration 78Q: 3 clusters Score -1.287843e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -12878451.000000 Penalty: 3730.367676
	Iteration 79Q: 3 clusters Score -1.287845e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -12878440.000000 Penalty: 3730.367676
	Iteration 80F: 3 clusters Score -1.287844e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -12878434.000000 Penalty: 3730.367676
	Iteration 81Q: 3 clusters Score -1.287843e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -12878412.000000 Penalty: 3730.367676
	Iteration 82Q: 3 clusters Score -1.287841e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -12878434.000000 Penalty: 3730.367676
	Iteration 83Q: 3 clusters Score -1.287843e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -12878427.000000 Penalty: 3730.367676
	Iteration 84Q: 3 clusters Score -1.287843e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -12878463.000000 Penalty: 3730.367676
	Iteration 85Q: 3 clusters Score -1.287846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -12878470.000000 Penalty: 3730.367676
	Iteration 86Q: 3 clusters Score -1.287847e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -12878489.000000 Penalty: 3730.367676
	Iteration 87Q: 3 clusters Score -1.287849e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -12878475.000000 Penalty: 3730.367676
	Iteration 88Q: 3 clusters Score -1.287848e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -12878460.000000 Penalty: 3730.367676
	Iteration 89Q: 3 clusters Score -1.287846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -12878436.000000 Penalty: 3730.367676
	Iteration 90Q: 3 clusters Score -1.287844e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -12878466.000000 Penalty: 3730.367676
	Iteration 91Q: 3 clusters Score -1.287847e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -12878467.000000 Penalty: 3730.367676
	Iteration 92Q: 3 clusters Score -1.287847e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -12878445.000000 Penalty: 3730.367676
	Iteration 93Q: 3 clusters Score -1.287844e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -12878423.000000 Penalty: 3730.367676
	Iteration 94Q: 3 clusters Score -1.287842e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -12878380.000000 Penalty: 3730.367676
	Iteration 95Q: 3 clusters Score -1.287838e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -12878332.000000 Penalty: 3730.367676
	Iteration 96Q: 3 clusters Score -1.287833e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -12878311.000000 Penalty: 3730.367676
	Iteration 97Q: 3 clusters Score -1.287831e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -12878297.000000 Penalty: 3730.367676
	Iteration 98Q: 3 clusters Score -1.28783e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -12878271.000000 Penalty: 3730.367676
	Iteration 99Q: 3 clusters Score -1.287827e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -12878219.000000 Penalty: 3730.367676
	Iteration 100F: 3 clusters Score -1.287822e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -12878187.000000 Penalty: 3730.367676
	Iteration 101Q: 3 clusters Score -1.287819e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -12878189.000000 Penalty: 3730.367676
	Iteration 102Q: 3 clusters Score -1.287819e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -12878183.000000 Penalty: 3730.367676
	Iteration 103Q: 3 clusters Score -1.287818e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -12878132.000000 Penalty: 3730.367676
	Iteration 104Q: 3 clusters Score -1.287813e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -12878106.000000 Penalty: 3730.367676
	Iteration 105Q: 3 clusters Score -1.287811e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -12878099.000000 Penalty: 3730.367676
	Iteration 106Q: 3 clusters Score -1.28781e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -12878100.000000 Penalty: 3730.367676
	Iteration 107Q: 3 clusters Score -1.28781e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -12878068.000000 Penalty: 3730.367676
	Iteration 108Q: 3 clusters Score -1.287807e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -12878084.000000 Penalty: 3730.367676
	Iteration 109Q: 3 clusters Score -1.287808e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -12878047.000000 Penalty: 3730.367676
	Iteration 110Q: 3 clusters Score -1.287805e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -12878042.000000 Penalty: 3730.367676
	Iteration 111Q: 3 clusters Score -1.287804e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -12878040.000000 Penalty: 3730.367676
	Iteration 112Q: 3 clusters Score -1.287804e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -12878035.000000 Penalty: 3730.367676
	Iteration 113Q: 3 clusters Score -1.287804e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -12877979.000000 Penalty: 3730.367676
	Iteration 114Q: 3 clusters Score -1.287798e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12877964.000000 Penalty: 3730.367676
	Iteration 115Q: 3 clusters Score -1.287796e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -12877913.000000 Penalty: 3730.367676
	Iteration 116Q: 3 clusters Score -1.287791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -12877886.000000 Penalty: 3730.367676
	Iteration 117Q: 3 clusters Score -1.287789e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -12877843.000000 Penalty: 3730.367676
	Iteration 118Q: 3 clusters Score -1.287784e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -12877806.000000 Penalty: 3730.367676
	Iteration 119Q: 3 clusters Score -1.287781e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -12877802.000000 Penalty: 3730.367676
	Iteration 120F: 3 clusters Score -1.28778e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -12877793.000000 Penalty: 3730.367676
	Iteration 121Q: 3 clusters Score -1.287779e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -12877790.000000 Penalty: 3730.367676
	Iteration 122Q: 3 clusters Score -1.287779e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -12877783.000000 Penalty: 3730.367676
	Iteration 123Q: 3 clusters Score -1.287778e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -12877754.000000 Penalty: 3730.367676
	Iteration 124Q: 3 clusters Score -1.287775e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -12877726.000000 Penalty: 3730.367676
	Iteration 125Q: 3 clusters Score -1.287773e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -12877707.000000 Penalty: 3730.367676
	Iteration 126Q: 3 clusters Score -1.287771e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -12877711.000000 Penalty: 3730.367676
	Iteration 127Q: 3 clusters Score -1.287771e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -12877681.000000 Penalty: 3730.367676
	Iteration 128Q: 3 clusters Score -1.287768e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -12877687.000000 Penalty: 3730.367676
	Iteration 129Q: 3 clusters Score -1.287769e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -12877659.000000 Penalty: 3730.367676
	Iteration 130Q: 3 clusters Score -1.287766e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -12877616.000000 Penalty: 3730.367676
	Iteration 131Q: 3 clusters Score -1.287762e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -12877608.000000 Penalty: 3730.367676
	Iteration 132Q: 3 clusters Score -1.287761e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -12877585.000000 Penalty: 3730.367676
	Iteration 133Q: 3 clusters Score -1.287758e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -12877573.000000 Penalty: 3730.367676
	Iteration 134Q: 3 clusters Score -1.287757e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -12877571.000000 Penalty: 3730.367676
	Iteration 135Q: 3 clusters Score -1.287757e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -12877549.000000 Penalty: 3730.367676
	Iteration 136Q: 3 clusters Score -1.287755e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -12877536.000000 Penalty: 3730.367676
	Iteration 137Q: 3 clusters Score -1.287754e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -12877525.000000 Penalty: 3730.367676
	Iteration 138Q: 3 clusters Score -1.287752e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -12877467.000000 Penalty: 3730.367676
	Iteration 139Q: 3 clusters Score -1.287747e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -12877450.000000 Penalty: 3730.367676
	Iteration 140F: 3 clusters Score -1.287745e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -12877427.000000 Penalty: 3730.367676
	Iteration 141Q: 3 clusters Score -1.287743e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -12877427.000000 Penalty: 3730.367676
	Iteration 142Q: 3 clusters Score -1.287743e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -12877388.000000 Penalty: 3730.367676
	Iteration 143Q: 3 clusters Score -1.287739e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -12877348.000000 Penalty: 3730.367676
	Iteration 144Q: 3 clusters Score -1.287735e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -12877315.000000 Penalty: 3730.367676
	Iteration 145Q: 3 clusters Score -1.287732e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -12877353.000000 Penalty: 3730.367676
	Iteration 146Q: 3 clusters Score -1.287735e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -12877346.000000 Penalty: 3730.367676
	Iteration 147Q: 3 clusters Score -1.287735e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -12877406.000000 Penalty: 3730.367676
	Iteration 148Q: 3 clusters Score -1.287741e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -12877351.000000 Penalty: 3730.367676
	Iteration 149Q: 3 clusters Score -1.287735e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -12877305.000000 Penalty: 3730.367676
	Iteration 150Q: 3 clusters Score -1.28773e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -12877335.000000 Penalty: 3730.367676
	Iteration 151Q: 3 clusters Score -1.287734e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -12877348.000000 Penalty: 3730.367676
	Iteration 152Q: 3 clusters Score -1.287735e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -12877335.000000 Penalty: 3730.367676
	Iteration 153Q: 3 clusters Score -1.287734e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -12877310.000000 Penalty: 3730.367676
	Iteration 154Q: 3 clusters Score -1.287731e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -12877339.000000 Penalty: 3730.367676
	Iteration 155Q: 3 clusters Score -1.287734e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -12877305.000000 Penalty: 3730.367676
	Iteration 156Q: 3 clusters Score -1.28773e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -12877279.000000 Penalty: 3730.367676
	Iteration 157Q: 3 clusters Score -1.287728e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -12877306.000000 Penalty: 3730.367676
	Iteration 158Q: 3 clusters Score -1.287731e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -12877322.000000 Penalty: 3730.367676
	Iteration 159Q: 3 clusters Score -1.287732e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -12877337.000000 Penalty: 3730.367676
	Iteration 160F: 3 clusters Score -1.287734e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -12877350.000000 Penalty: 3730.367676
	Iteration 161Q: 3 clusters Score -1.287735e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -12877370.000000 Penalty: 3730.367676
	Iteration 162Q: 3 clusters Score -1.287737e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -12877358.000000 Penalty: 3730.367676
	Iteration 163Q: 3 clusters Score -1.287736e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -12877336.000000 Penalty: 3730.367676
	Iteration 164Q: 3 clusters Score -1.287734e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -12877320.000000 Penalty: 3730.367676
	Iteration 165Q: 3 clusters Score -1.287732e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -12877342.000000 Penalty: 3730.367676
	Iteration 166Q: 3 clusters Score -1.287734e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -12877368.000000 Penalty: 3730.367676
	Iteration 167Q: 3 clusters Score -1.287737e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -12877425.000000 Penalty: 3730.367676
	Iteration 168Q: 3 clusters Score -1.287742e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -12877385.000000 Penalty: 3730.367676
	Iteration 169Q: 3 clusters Score -1.287738e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -12877381.000000 Penalty: 3730.367676
	Iteration 170Q: 3 clusters Score -1.287738e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -12877400.000000 Penalty: 3730.367676
	Iteration 171Q: 3 clusters Score -1.28774e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -12877453.000000 Penalty: 3730.367676
	Iteration 172Q: 3 clusters Score -1.287745e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -12877463.000000 Penalty: 3730.367676
	Iteration 173Q: 3 clusters Score -1.287746e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -12877497.000000 Penalty: 3730.367676
	Iteration 174Q: 3 clusters Score -1.28775e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -12877536.000000 Penalty: 3730.367676
	Iteration 175Q: 3 clusters Score -1.287754e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -12877540.000000 Penalty: 3730.367676
	Iteration 176Q: 3 clusters Score -1.287754e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -12877615.000000 Penalty: 3730.367676
	Iteration 177Q: 3 clusters Score -1.287762e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -12877634.000000 Penalty: 3730.367676
	Iteration 178Q: 3 clusters Score -1.287763e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -12877653.000000 Penalty: 3730.367676
	Iteration 179Q: 3 clusters Score -1.287765e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12877750.000000 Penalty: 3730.367676
	Iteration 180F: 3 clusters Score -1.287775e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -12877883.000000 Penalty: 3730.367676
	Iteration 181Q: 3 clusters Score -1.287788e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -12878069.000000 Penalty: 3730.367676
	Iteration 182Q: 3 clusters Score -1.287807e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -12878176.000000 Penalty: 3730.367676
	Iteration 183Q: 3 clusters Score -1.287818e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -12878361.000000 Penalty: 3730.367676
	Iteration 184Q: 3 clusters Score -1.287836e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -12878440.000000 Penalty: 3730.367676
	Iteration 185Q: 3 clusters Score -1.287844e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -12878596.000000 Penalty: 3730.367676
	Iteration 186Q: 3 clusters Score -1.28786e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -12878757.000000 Penalty: 3730.367676
	Iteration 187Q: 3 clusters Score -1.287876e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -12878930.000000 Penalty: 3730.367676
	Iteration 188Q: 3 clusters Score -1.287893e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -12879126.000000 Penalty: 3730.367676
	Iteration 189Q: 3 clusters Score -1.287913e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -12879253.000000 Penalty: 3730.367676
	Iteration 190Q: 3 clusters Score -1.287925e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -12879419.000000 Penalty: 3730.367676
	Iteration 191Q: 3 clusters Score -1.287942e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -12879634.000000 Penalty: 3730.367676
	Iteration 192Q: 3 clusters Score -1.287963e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -12879826.000000 Penalty: 3730.367676
	Iteration 193Q: 3 clusters Score -1.287983e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -12880106.000000 Penalty: 3730.367676
	Iteration 194Q: 3 clusters Score -1.288011e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -12880282.000000 Penalty: 3730.367676
	Iteration 195Q: 3 clusters Score -1.288028e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -12880499.000000 Penalty: 3730.367676
	Iteration 196Q: 3 clusters Score -1.28805e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -12880645.000000 Penalty: 3730.367676
	Iteration 197Q: 3 clusters Score -1.288064e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -12880827.000000 Penalty: 3730.367676
	Iteration 198Q: 3 clusters Score -1.288083e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -12881027.000000 Penalty: 3730.367676
	Iteration 199Q: 3 clusters Score -1.288103e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -12881192.000000 Penalty: 3730.367676
	Iteration 200F: 3 clusters Score -1.288119e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -12881348.000000 Penalty: 3730.367676
	Iteration 201Q: 3 clusters Score -1.288135e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -12881473.000000 Penalty: 3730.367676
	Iteration 202Q: 3 clusters Score -1.288147e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -12881600.000000 Penalty: 3730.367676
	Iteration 203Q: 3 clusters Score -1.28816e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -12881780.000000 Penalty: 3730.367676
	Iteration 204Q: 3 clusters Score -1.288178e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -12881939.000000 Penalty: 3730.367676
	Iteration 205Q: 3 clusters Score -1.288194e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -12882093.000000 Penalty: 3730.367676
	Iteration 206Q: 3 clusters Score -1.288209e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -12882189.000000 Penalty: 3730.367676
	Iteration 207Q: 3 clusters Score -1.288219e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -12882356.000000 Penalty: 3730.367676
	Iteration 208Q: 3 clusters Score -1.288236e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -12882556.000000 Penalty: 3730.367676
	Iteration 209Q: 3 clusters Score -1.288256e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -12882751.000000 Penalty: 3730.367676
	Iteration 210Q: 3 clusters Score -1.288275e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -12882942.000000 Penalty: 3730.367676
	Iteration 211Q: 3 clusters Score -1.288294e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -12883096.000000 Penalty: 3730.367676
	Iteration 212Q: 3 clusters Score -1.28831e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -12883281.000000 Penalty: 3730.367676
	Iteration 213Q: 3 clusters Score -1.288328e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -12883447.000000 Penalty: 3730.367676
	Iteration 214Q: 3 clusters Score -1.288345e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -12883637.000000 Penalty: 3730.367676
	Iteration 215Q: 3 clusters Score -1.288364e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -12883784.000000 Penalty: 3730.367676
	Iteration 216Q: 3 clusters Score -1.288378e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -12883885.000000 Penalty: 3730.367676
	Iteration 217Q: 3 clusters Score -1.288388e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -12883970.000000 Penalty: 3730.367676
	Iteration 218Q: 3 clusters Score -1.288397e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -12884070.000000 Penalty: 3730.367676
	Iteration 219Q: 3 clusters Score -1.288407e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -12884221.000000 Penalty: 3730.367676
	Iteration 220F: 3 clusters Score -1.288422e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -12884417.000000 Penalty: 3730.367676
	Iteration 221Q: 3 clusters Score -1.288442e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -12884579.000000 Penalty: 3730.367676
	Iteration 222Q: 3 clusters Score -1.288458e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -12884625.000000 Penalty: 3730.367676
	Iteration 223Q: 3 clusters Score -1.288462e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -12884766.000000 Penalty: 3730.367676
	Iteration 224Q: 3 clusters Score -1.288477e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -12884932.000000 Penalty: 3730.367676
	Iteration 225Q: 3 clusters Score -1.288493e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -12885043.000000 Penalty: 3730.367676
	Iteration 226Q: 3 clusters Score -1.288504e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -12885084.000000 Penalty: 3730.367676
	Iteration 227Q: 3 clusters Score -1.288508e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -12885198.000000 Penalty: 3730.367676
	Iteration 228Q: 3 clusters Score -1.28852e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -12885282.000000 Penalty: 3730.367676
	Iteration 229Q: 3 clusters Score -1.288528e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -12885351.000000 Penalty: 3730.367676
	Iteration 230Q: 3 clusters Score -1.288535e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -12885532.000000 Penalty: 3730.367676
	Iteration 231Q: 3 clusters Score -1.288553e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -12885690.000000 Penalty: 3730.367676
	Iteration 232Q: 3 clusters Score -1.288569e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -12885810.000000 Penalty: 3730.367676
	Iteration 233Q: 3 clusters Score -1.288581e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -12885976.000000 Penalty: 3730.367676
	Iteration 234Q: 3 clusters Score -1.288598e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -12886130.000000 Penalty: 3730.367676
	Iteration 235Q: 3 clusters Score -1.288613e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -12886248.000000 Penalty: 3730.367676
	Iteration 236Q: 3 clusters Score -1.288625e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -12886306.000000 Penalty: 3730.367676
	Iteration 237Q: 3 clusters Score -1.288631e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -12886414.000000 Penalty: 3730.367676
	Iteration 238Q: 3 clusters Score -1.288641e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -12886481.000000 Penalty: 3730.367676
	Iteration 239Q: 3 clusters Score -1.288648e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -12886548.000000 Penalty: 3730.367676
	Iteration 240F: 3 clusters Score -1.288655e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -12886611.000000 Penalty: 3730.367676
	Iteration 241Q: 3 clusters Score -1.288661e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -12886608.000000 Penalty: 3730.367676
	Iteration 242Q: 3 clusters Score -1.288661e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -12886745.000000 Penalty: 3730.367676
	Iteration 243Q: 3 clusters Score -1.288674e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -12886805.000000 Penalty: 3730.367676
	Iteration 244Q: 3 clusters Score -1.28868e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -12886885.000000 Penalty: 3730.367676
	Iteration 245Q: 3 clusters Score -1.288688e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -12886920.000000 Penalty: 3730.367676
	Iteration 246Q: 3 clusters Score -1.288692e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -12886974.000000 Penalty: 3730.367676
	Iteration 247Q: 3 clusters Score -1.288697e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -12886980.000000 Penalty: 3730.367676
	Iteration 248Q: 3 clusters Score -1.288698e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -12887013.000000 Penalty: 3730.367676
	Iteration 249Q: 3 clusters Score -1.288701e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -12887028.000000 Penalty: 3730.367676
	Iteration 250Q: 3 clusters Score -1.288703e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -12887036.000000 Penalty: 3730.367676
	Iteration 251Q: 3 clusters Score -1.288704e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -12887043.000000 Penalty: 3730.367676
	Iteration 252Q: 3 clusters Score -1.288704e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -12887041.000000 Penalty: 3730.367676
	Iteration 253Q: 3 clusters Score -1.288704e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -12887024.000000 Penalty: 3730.367676
	Iteration 254Q: 3 clusters Score -1.288702e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -12887060.000000 Penalty: 3730.367676
	Iteration 255Q: 3 clusters Score -1.288706e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -12887056.000000 Penalty: 3730.367676
	Iteration 256Q: 3 clusters Score -1.288706e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -12887090.000000 Penalty: 3730.367676
	Iteration 257Q: 3 clusters Score -1.288709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -12887093.000000 Penalty: 3730.367676
	Iteration 258Q: 3 clusters Score -1.288709e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -12887069.000000 Penalty: 3730.367676
	Iteration 259Q: 3 clusters Score -1.288707e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -12887086.000000 Penalty: 3730.367676
	Iteration 260F: 3 clusters Score -1.288709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -12887097.000000 Penalty: 3730.367676
	Iteration 261Q: 3 clusters Score -1.28871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -12887090.000000 Penalty: 3730.367676
	Iteration 262Q: 3 clusters Score -1.288709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -12887073.000000 Penalty: 3730.367676
	Iteration 263Q: 3 clusters Score -1.288707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -12887087.000000 Penalty: 3730.367676
	Iteration 264Q: 3 clusters Score -1.288709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -12887088.000000 Penalty: 3730.367676
	Iteration 265Q: 3 clusters Score -1.288709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -12887086.000000 Penalty: 3730.367676
	Iteration 266Q: 3 clusters Score -1.288709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -12887063.000000 Penalty: 3730.367676
	Iteration 267Q: 3 clusters Score -1.288706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -12887063.000000 Penalty: 3730.367676
	Iteration 268Q: 3 clusters Score -1.288706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -12887077.000000 Penalty: 3730.367676
	Iteration 269Q: 3 clusters Score -1.288708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -12887066.000000 Penalty: 3730.367676
	Iteration 270Q: 3 clusters Score -1.288707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -12887073.000000 Penalty: 3730.367676
	Iteration 271Q: 3 clusters Score -1.288707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -12887070.000000 Penalty: 3730.367676
	Iteration 272Q: 3 clusters Score -1.288707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -12887067.000000 Penalty: 3730.367676
	Iteration 273Q: 3 clusters Score -1.288707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -12887073.000000 Penalty: 3730.367676
	Iteration 274Q: 3 clusters Score -1.288707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -12887063.000000 Penalty: 3730.367676
	Iteration 275Q: 3 clusters Score -1.288706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -12887070.000000 Penalty: 3730.367676
	Iteration 276Q: 3 clusters Score -1.288707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -12887069.000000 Penalty: 3730.367676
	Iteration 277Q: 3 clusters Score -1.288707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -12887071.000000 Penalty: 3730.367676
	Iteration 278Q: 3 clusters Score -1.288707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -12887074.000000 Penalty: 3730.367676
	Iteration 279Q: 3 clusters Score -1.288707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -12887066.000000 Penalty: 3730.367676
	Iteration 280F: 3 clusters Score -1.288707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Entering Unmasked Estep 
Score: -85959072.000000 Penalty: 82761.507812
Splitting cluster 15 changes total score from -85952072.000000 to -85959072.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 16 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -68590.500000 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -68590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67449.054688 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -67449.05 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67686.000000 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -67686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67793.203125 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -67793.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67886.460938 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -67886.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68010.945312 Penalty: 2087.555176
	Iteration 4F: 3 clusters Score -68010.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68138.968750 Penalty: 2087.555176
	Iteration 5F: 3 clusters Score -68138.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68210.031250 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -68210.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68266.703125 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -68266.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68301.960938 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -68301.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68319.718750 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -68319.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68327.328125 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -68327.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68342.703125 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -68342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68351.820312 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -68351.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68367.312500 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -68367.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68372.257812 Penalty: 2087.555176
	Iteration 14Q: 3 clusters Score -68372.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68372.257812 Penalty: 2087.555176
	Iteration 15F: 3 clusters Score -68372.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -257306.343750 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -257306.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -255460.359375 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -255460.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -255931.593750 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -255931.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -256252.109375 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -256252.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -256493.109375 Penalty: 2404.804199
	Iteration 3F: 3 clusters Score -256493.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -256682.265625 Penalty: 2404.804199
	Iteration 4F: 3 clusters Score -256682.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -256849.609375 Penalty: 2404.804199
	Iteration 5F: 3 clusters Score -256849.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -257042.390625 Penalty: 2404.804199
	Iteration 6F: 3 clusters Score -257042.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -257230.046875 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -257230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -257364.937500 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -257364.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -257463.750000 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -257463.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -257515.421875 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -257515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -257538.406250 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -257538.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -257546.703125 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -257546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -257554.203125 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -257554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -257567.906250 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -257567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -257575.718750 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -257575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -257578.609375 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -257578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -257579.171875 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -257579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -257579.171875 Penalty: 2404.804199
	Iteration 18F: 3 clusters Score -257579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Entering Unmasked Estep 
Score: -85958280.000000 Penalty: 84939.445312
Splitting cluster 17 changes total score from -85952072.000000 to -85958280.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -41343.992188 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -41343.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40471.015625 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -40471.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40751.789062 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -40751.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40952.660156 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -40952.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41113.015625 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -41113.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41202.285156 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -41202.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41275.183594 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -41275.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41316.031250 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -41316.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41328.445312 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -41328.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41351.722656 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -41351.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41384.882812 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -41384.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41401.726562 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -41401.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41420.718750 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -41420.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41430.218750 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -41430.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41445.417969 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -41445.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41453.113281 Penalty: 1989.096680
	Iteration 14Q: 3 clusters Score -41453.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41455.628906 Penalty: 1989.096680
	Iteration 15Q: 3 clusters Score -41455.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41458.996094 Penalty: 1989.096680
	Iteration 16Q: 3 clusters Score -41459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41463.781250 Penalty: 1989.096680
	Iteration 17Q: 3 clusters Score -41463.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41469.785156 Penalty: 1989.096680
	Iteration 18Q: 3 clusters Score -41469.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41475.460938 Penalty: 1989.096680
	Iteration 19Q: 3 clusters Score -41475.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41485.488281 Penalty: 1989.096680
	Iteration 20F: 3 clusters Score -41485.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41487.039062 Penalty: 1989.096680
	Iteration 21Q: 3 clusters Score -41487.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41492.515625 Penalty: 1989.096680
	Iteration 22Q: 3 clusters Score -41492.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41492.515625 Penalty: 1989.096680
	Iteration 23F: 3 clusters Score -41492.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Entering Unmasked Estep 
Score: -85957232.000000 Penalty: 87117.382812
Splitting cluster 18 changes total score from -85952072.000000 to -85957232.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 19 (51629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Entering Unmasked Estep 
Score: -6856204.000000 Penalty: 1763.423828
	Iteration 0F: 2 clusters Score -6856204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6822659.500000 Penalty: 3526.847656
	Iteration 0F: 3 clusters Score -6822660 nChanged 24203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6836153.500000 Penalty: 3526.847656
	Iteration 1F: 3 clusters Score -6836154 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -6836598.000000 Penalty: 3526.847656
	Iteration 2Q: 3 clusters Score -6836598 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -6837038.000000 Penalty: 3526.847656
	Iteration 3Q: 3 clusters Score -6837038 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -6837496.500000 Penalty: 3526.847656
	Iteration 4Q: 3 clusters Score -6837496 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6838042.000000 Penalty: 3526.847656
	Iteration 5Q: 3 clusters Score -6838042 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6838738.500000 Penalty: 3526.847656
	Iteration 6Q: 3 clusters Score -6838738 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -6839854.500000 Penalty: 3526.847656
	Iteration 7Q: 3 clusters Score -6839854 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6841463.000000 Penalty: 3526.847656
	Iteration 8F: 3 clusters Score -6841463 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -6843908.500000 Penalty: 3526.847656
	Iteration 9F: 3 clusters Score -6843908 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -6846693.000000 Penalty: 3526.847656
	Iteration 10F: 3 clusters Score -6846693 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -6848653.500000 Penalty: 3526.847656
	Iteration 11F: 3 clusters Score -6848654 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -6849660.000000 Penalty: 3526.847656
	Iteration 12Q: 3 clusters Score -6849660 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -6850277.500000 Penalty: 3526.847656
	Iteration 13Q: 3 clusters Score -6850278 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6850705.000000 Penalty: 3526.847656
	Iteration 14Q: 3 clusters Score -6850705 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -6851071.500000 Penalty: 3526.847656
	Iteration 15Q: 3 clusters Score -6851072 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -6851462.500000 Penalty: 3526.847656
	Iteration 16Q: 3 clusters Score -6851462 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6851791.000000 Penalty: 3526.847656
	Iteration 17Q: 3 clusters Score -6851791 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6852085.500000 Penalty: 3526.847656
	Iteration 18Q: 3 clusters Score -6852086 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -6852464.000000 Penalty: 3526.847656
	Iteration 19Q: 3 clusters Score -6852464 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6852804.000000 Penalty: 3526.847656
	Iteration 20F: 3 clusters Score -6852804 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -6853183.500000 Penalty: 3526.847656
	Iteration 21Q: 3 clusters Score -6853184 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6853480.000000 Penalty: 3526.847656
	Iteration 22Q: 3 clusters Score -6853480 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6853727.000000 Penalty: 3526.847656
	Iteration 23Q: 3 clusters Score -6853727 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6853942.000000 Penalty: 3526.847656
	Iteration 24Q: 3 clusters Score -6853942 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6854179.500000 Penalty: 3526.847656
	Iteration 25Q: 3 clusters Score -6854180 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6854356.500000 Penalty: 3526.847656
	Iteration 26Q: 3 clusters Score -6854356 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6854502.000000 Penalty: 3526.847656
	Iteration 27Q: 3 clusters Score -6854502 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6854614.000000 Penalty: 3526.847656
	Iteration 28Q: 3 clusters Score -6854614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6854699.500000 Penalty: 3526.847656
	Iteration 29Q: 3 clusters Score -6854700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6854739.000000 Penalty: 3526.847656
	Iteration 30Q: 3 clusters Score -6854739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6854754.500000 Penalty: 3526.847656
	Iteration 31Q: 3 clusters Score -6854754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6854776.000000 Penalty: 3526.847656
	Iteration 32Q: 3 clusters Score -6854776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6854782.500000 Penalty: 3526.847656
	Iteration 33Q: 3 clusters Score -6854782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6854788.000000 Penalty: 3526.847656
	Iteration 34Q: 3 clusters Score -6854788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6854787.000000 Penalty: 3526.847656
	Iteration 35Q: 3 clusters Score -6854787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6854791.000000 Penalty: 3526.847656
	Iteration 36Q: 3 clusters Score -6854791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6854802.000000 Penalty: 3526.847656
	Iteration 37Q: 3 clusters Score -6854802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6854801.500000 Penalty: 3526.847656
	Iteration 38Q: 3 clusters Score -6854802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6854798.500000 Penalty: 3526.847656
	Iteration 39Q: 3 clusters Score -6854798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6854799.000000 Penalty: 3526.847656
	Iteration 40F: 3 clusters Score -6854799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6854799.000000 Penalty: 3526.847656
	Iteration 41Q: 3 clusters Score -6854799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6854798.000000 Penalty: 3526.847656
	Iteration 42Q: 3 clusters Score -6854798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6854801.000000 Penalty: 3526.847656
	Iteration 43Q: 3 clusters Score -6854801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6854798.000000 Penalty: 3526.847656
	Iteration 44Q: 3 clusters Score -6854798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6854800.500000 Penalty: 3526.847656
	Iteration 45Q: 3 clusters Score -6854800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6854795.000000 Penalty: 3526.847656
	Iteration 46Q: 3 clusters Score -6854795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6854800.000000 Penalty: 3526.847656
	Iteration 47Q: 3 clusters Score -6854800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6854800.000000 Penalty: 3526.847656
	Iteration 48F: 3 clusters Score -6854800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Entering Unmasked Estep 
Score: -1956139.125000 Penalty: 1563.637451
	Iteration 0F: 2 clusters Score -1956139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1945705.875000 Penalty: 3127.274902
	Iteration 0F: 3 clusters Score -1945706 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1949374.000000 Penalty: 3127.274902
	Iteration 1F: 3 clusters Score -1949374 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1949673.375000 Penalty: 3127.274902
	Iteration 2F: 3 clusters Score -1949673 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1949984.125000 Penalty: 3127.274902
	Iteration 3Q: 3 clusters Score -1949984 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1950335.500000 Penalty: 3127.274902
	Iteration 4F: 3 clusters Score -1950336 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1950756.000000 Penalty: 3127.274902
	Iteration 5F: 3 clusters Score -1950756 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1951311.625000 Penalty: 3127.274902
	Iteration 6F: 3 clusters Score -1951312 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1952002.500000 Penalty: 3127.274902
	Iteration 7F: 3 clusters Score -1952002 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1952699.875000 Penalty: 3127.274902
	Iteration 8F: 3 clusters Score -1952700 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1953290.000000 Penalty: 3127.274902
	Iteration 9Q: 3 clusters Score -1953290 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1953755.000000 Penalty: 3127.274902
	Iteration 10Q: 3 clusters Score -1953755 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1954112.625000 Penalty: 3127.274902
	Iteration 11Q: 3 clusters Score -1954113 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1954370.375000 Penalty: 3127.274902
	Iteration 12Q: 3 clusters Score -1954370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1954534.500000 Penalty: 3127.274902
	Iteration 13Q: 3 clusters Score -1954534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1954632.750000 Penalty: 3127.274902
	Iteration 14Q: 3 clusters Score -1954633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1954709.125000 Penalty: 3127.274902
	Iteration 15Q: 3 clusters Score -1954709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1954775.500000 Penalty: 3127.274902
	Iteration 16Q: 3 clusters Score -1954776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1954830.000000 Penalty: 3127.274902
	Iteration 17Q: 3 clusters Score -1954830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1954871.000000 Penalty: 3127.274902
	Iteration 18Q: 3 clusters Score -1954871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1954898.625000 Penalty: 3127.274902
	Iteration 19Q: 3 clusters Score -1954899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1954913.875000 Penalty: 3127.274902
	Iteration 20F: 3 clusters Score -1954914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1954921.750000 Penalty: 3127.274902
	Iteration 21Q: 3 clusters Score -1954922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1954925.625000 Penalty: 3127.274902
	Iteration 22Q: 3 clusters Score -1954926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1954931.125000 Penalty: 3127.274902
	Iteration 23Q: 3 clusters Score -1954931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1954933.125000 Penalty: 3127.274902
	Iteration 24Q: 3 clusters Score -1954933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1954936.250000 Penalty: 3127.274902
	Iteration 25Q: 3 clusters Score -1954936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1954937.500000 Penalty: 3127.274902
	Iteration 26Q: 3 clusters Score -1954938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1954936.250000 Penalty: 3127.274902
	Iteration 27Q: 3 clusters Score -1954936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1954935.875000 Penalty: 3127.274902
	Iteration 28Q: 3 clusters Score -1954936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1954940.375000 Penalty: 3127.274902
	Iteration 29Q: 3 clusters Score -1954940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1954939.750000 Penalty: 3127.274902
	Iteration 30Q: 3 clusters Score -1954940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1954939.750000 Penalty: 3127.274902
	Iteration 31F: 3 clusters Score -1954940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Entering Unmasked Estep 
Score: -7516226.000000 Penalty: 1779.246460
	Iteration 0F: 2 clusters Score -7516226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7479593.000000 Penalty: 3558.492920
	Iteration 0F: 3 clusters Score -7479593 nChanged 26813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -7495190.500000 Penalty: 3558.492920
	Iteration 1F: 3 clusters Score -7495190 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -7496641.000000 Penalty: 3558.492920
	Iteration 2F: 3 clusters Score -7496641 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -7498652.000000 Penalty: 3558.492920
	Iteration 3F: 3 clusters Score -7498652 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7501141.000000 Penalty: 3558.492920
	Iteration 4F: 3 clusters Score -7501141 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7504181.500000 Penalty: 3558.492920
	Iteration 5F: 3 clusters Score -7504182 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -7507345.500000 Penalty: 3558.492920
	Iteration 6F: 3 clusters Score -7507346 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -7510245.000000 Penalty: 3558.492920
	Iteration 7F: 3 clusters Score -7510245 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -7512362.000000 Penalty: 3558.492920
	Iteration 8Q: 3 clusters Score -7512362 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -7513446.500000 Penalty: 3558.492920
	Iteration 9Q: 3 clusters Score -7513446 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -7514150.500000 Penalty: 3558.492920
	Iteration 10Q: 3 clusters Score -7514150 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7514674.000000 Penalty: 3558.492920
	Iteration 11Q: 3 clusters Score -7514674 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7515106.000000 Penalty: 3558.492920
	Iteration 12Q: 3 clusters Score -7515106 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7515418.500000 Penalty: 3558.492920
	Iteration 13Q: 3 clusters Score -7515418 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7515676.000000 Penalty: 3558.492920
	Iteration 14Q: 3 clusters Score -7515676 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7515886.500000 Penalty: 3558.492920
	Iteration 15Q: 3 clusters Score -7515886 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7516058.500000 Penalty: 3558.492920
	Iteration 16Q: 3 clusters Score -7516058 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7516166.500000 Penalty: 3558.492920
	Iteration 17Q: 3 clusters Score -7516166 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7516188.500000 Penalty: 3558.492920
	Iteration 18Q: 3 clusters Score -7516188 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7516190.000000 Penalty: 3558.492920
	Iteration 19Q: 3 clusters Score -7516190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7516221.000000 Penalty: 3558.492920
	Iteration 20F: 3 clusters Score -7516221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7516226.000000 Penalty: 3558.492920
	Iteration 21Q: 3 clusters Score -7516226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7516236.000000 Penalty: 3558.492920
	Iteration 22Q: 3 clusters Score -7516236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7516239.000000 Penalty: 3558.492920
	Iteration 23Q: 3 clusters Score -7516239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7516226.000000 Penalty: 3558.492920
	Iteration 24Q: 3 clusters Score -7516226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7516206.500000 Penalty: 3558.492920
	Iteration 25Q: 3 clusters Score -7516206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7516207.000000 Penalty: 3558.492920
	Iteration 26Q: 3 clusters Score -7516207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7516190.000000 Penalty: 3558.492920
	Iteration 27Q: 3 clusters Score -7516190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7516185.000000 Penalty: 3558.492920
	Iteration 28Q: 3 clusters Score -7516185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7516188.500000 Penalty: 3558.492920
	Iteration 29Q: 3 clusters Score -7516188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7516203.000000 Penalty: 3558.492920
	Iteration 30Q: 3 clusters Score -7516203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7516193.000000 Penalty: 3558.492920
	Iteration 31Q: 3 clusters Score -7516193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7516195.000000 Penalty: 3558.492920
	Iteration 32Q: 3 clusters Score -7516195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7516196.000000 Penalty: 3558.492920
	Iteration 33Q: 3 clusters Score -7516196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7516193.000000 Penalty: 3558.492920
	Iteration 34Q: 3 clusters Score -7516193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7516193.500000 Penalty: 3558.492920
	Iteration 35Q: 3 clusters Score -7516194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7516194.000000 Penalty: 3558.492920
	Iteration 36Q: 3 clusters Score -7516194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7516194.000000 Penalty: 3558.492920
	Iteration 37F: 3 clusters Score -7516194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -128682.210938 Penalty: 1131.979004
	Iteration 0F: 2 clusters Score -128682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127307.882812 Penalty: 2263.958008
	Iteration 0F: 3 clusters Score -127307.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127746.773438 Penalty: 2263.958008
	Iteration 1F: 3 clusters Score -127746.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128011.664062 Penalty: 2263.958008
	Iteration 2F: 3 clusters Score -128011.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128279.343750 Penalty: 2263.958008
	Iteration 3F: 3 clusters Score -128279.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128506.546875 Penalty: 2263.958008
	Iteration 4F: 3 clusters Score -128506.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128794.250000 Penalty: 2263.958008
	Iteration 5F: 3 clusters Score -128794.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129087.296875 Penalty: 2263.958008
	Iteration 6Q: 3 clusters Score -129087.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129395.281250 Penalty: 2263.958008
	Iteration 7Q: 3 clusters Score -129395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129504.640625 Penalty: 2263.958008
	Iteration 8Q: 3 clusters Score -129504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129627.289062 Penalty: 2263.958008
	Iteration 9Q: 3 clusters Score -129627.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129768.250000 Penalty: 2263.958008
	Iteration 10Q: 3 clusters Score -129768.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129850.742188 Penalty: 2263.958008
	Iteration 11Q: 3 clusters Score -129850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129894.953125 Penalty: 2263.958008
	Iteration 12Q: 3 clusters Score -129895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129937.281250 Penalty: 2263.958008
	Iteration 13Q: 3 clusters Score -129937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129955.507812 Penalty: 2263.958008
	Iteration 14Q: 3 clusters Score -129955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129977.515625 Penalty: 2263.958008
	Iteration 15Q: 3 clusters Score -129977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129989.468750 Penalty: 2263.958008
	Iteration 16Q: 3 clusters Score -129989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130005.757812 Penalty: 2263.958008
	Iteration 17Q: 3 clusters Score -130005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130015.718750 Penalty: 2263.958008
	Iteration 18Q: 3 clusters Score -130015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130027.609375 Penalty: 2263.958008
	Iteration 19Q: 3 clusters Score -130027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130036.078125 Penalty: 2263.958008
	Iteration 20F: 3 clusters Score -130036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130054.375000 Penalty: 2263.958008
	Iteration 21Q: 3 clusters Score -130054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130087.703125 Penalty: 2263.958008
	Iteration 22Q: 3 clusters Score -130087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130091.031250 Penalty: 2263.958008
	Iteration 23Q: 3 clusters Score -130091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130103.835938 Penalty: 2263.958008
	Iteration 24Q: 3 clusters Score -130103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130108.492188 Penalty: 2263.958008
	Iteration 25Q: 3 clusters Score -130108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130111.765625 Penalty: 2263.958008
	Iteration 26Q: 3 clusters Score -130111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130111.765625 Penalty: 2263.958008
	Iteration 27F: 3 clusters Score -130111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Entering Unmasked Estep 
Score: -85957544.000000 Penalty: 89295.312500
Splitting cluster 22 changes total score from -85952072.000000 to -85957544.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -46403.308594 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -46403.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45583.835938 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -45583.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45787.828125 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -45787.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45942.093750 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -45942.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45984.601562 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -45984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46018.910156 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -46018.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46049.199219 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -46049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46061.968750 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -46061.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46064.039062 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -46064.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46064.039062 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -46064.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Entering Unmasked Estep 
Score: -2862113.750000 Penalty: 1630.758423
	Iteration 0F: 2 clusters Score -2862114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2846544.500000 Penalty: 3261.516846
	Iteration 0F: 3 clusters Score -2846544 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2852544.250000 Penalty: 3261.516846
	Iteration 1F: 3 clusters Score -2852544 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2853188.500000 Penalty: 3261.516846
	Iteration 2F: 3 clusters Score -2853188 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2853888.250000 Penalty: 3261.516846
	Iteration 3F: 3 clusters Score -2853888 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2854858.250000 Penalty: 3261.516846
	Iteration 4F: 3 clusters Score -2854858 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2856069.500000 Penalty: 3261.516846
	Iteration 5F: 3 clusters Score -2856070 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2857425.500000 Penalty: 3261.516846
	Iteration 6F: 3 clusters Score -2857426 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2858798.250000 Penalty: 3261.516846
	Iteration 7F: 3 clusters Score -2858798 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2859930.500000 Penalty: 3261.516846
	Iteration 8F: 3 clusters Score -2859930 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2860675.750000 Penalty: 3261.516846
	Iteration 9Q: 3 clusters Score -2860676 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2861092.500000 Penalty: 3261.516846
	Iteration 10Q: 3 clusters Score -2861092 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2861336.500000 Penalty: 3261.516846
	Iteration 11Q: 3 clusters Score -2861336 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2861492.000000 Penalty: 3261.516846
	Iteration 12Q: 3 clusters Score -2861492 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2861604.500000 Penalty: 3261.516846
	Iteration 13Q: 3 clusters Score -2861604 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2861675.500000 Penalty: 3261.516846
	Iteration 14Q: 3 clusters Score -2861676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2861745.500000 Penalty: 3261.516846
	Iteration 15Q: 3 clusters Score -2861746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2861798.000000 Penalty: 3261.516846
	Iteration 16Q: 3 clusters Score -2861798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2861839.750000 Penalty: 3261.516846
	Iteration 17Q: 3 clusters Score -2861840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2861877.750000 Penalty: 3261.516846
	Iteration 18Q: 3 clusters Score -2861878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2861921.500000 Penalty: 3261.516846
	Iteration 19Q: 3 clusters Score -2861922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2861966.000000 Penalty: 3261.516846
	Iteration 20F: 3 clusters Score -2861966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2862001.250000 Penalty: 3261.516846
	Iteration 21Q: 3 clusters Score -2862001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2862012.250000 Penalty: 3261.516846
	Iteration 22Q: 3 clusters Score -2862012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2862036.750000 Penalty: 3261.516846
	Iteration 23Q: 3 clusters Score -2862037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2862049.750000 Penalty: 3261.516846
	Iteration 24Q: 3 clusters Score -2862050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2862060.500000 Penalty: 3261.516846
	Iteration 25Q: 3 clusters Score -2862060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2862072.500000 Penalty: 3261.516846
	Iteration 26Q: 3 clusters Score -2862072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2862083.000000 Penalty: 3261.516846
	Iteration 27Q: 3 clusters Score -2862083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2862101.500000 Penalty: 3261.516846
	Iteration 28Q: 3 clusters Score -2862102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2862103.000000 Penalty: 3261.516846
	Iteration 29Q: 3 clusters Score -2862103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2862116.250000 Penalty: 3261.516846
	Iteration 30Q: 3 clusters Score -2862116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2862118.000000 Penalty: 3261.516846
	Iteration 31Q: 3 clusters Score -2862118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2862129.750000 Penalty: 3261.516846
	Iteration 32Q: 3 clusters Score -2862130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2862134.500000 Penalty: 3261.516846
	Iteration 33Q: 3 clusters Score -2862134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2862145.000000 Penalty: 3261.516846
	Iteration 34Q: 3 clusters Score -2862145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2862142.750000 Penalty: 3261.516846
	Iteration 35Q: 3 clusters Score -2862143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2862150.000000 Penalty: 3261.516846
	Iteration 36Q: 3 clusters Score -2862150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2862145.750000 Penalty: 3261.516846
	Iteration 37Q: 3 clusters Score -2862146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2862145.750000 Penalty: 3261.516846
	Iteration 38Q: 3 clusters Score -2862146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2862148.000000 Penalty: 3261.516846
	Iteration 39Q: 3 clusters Score -2862148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2862148.500000 Penalty: 3261.516846
	Iteration 40F: 3 clusters Score -2862148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2862149.750000 Penalty: 3261.516846
	Iteration 41Q: 3 clusters Score -2862150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2862149.000000 Penalty: 3261.516846
	Iteration 42Q: 3 clusters Score -2862149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2862150.000000 Penalty: 3261.516846
	Iteration 43Q: 3 clusters Score -2862150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2862150.250000 Penalty: 3261.516846
	Iteration 44Q: 3 clusters Score -2862150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2862146.500000 Penalty: 3261.516846
	Iteration 45Q: 3 clusters Score -2862146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2862143.500000 Penalty: 3261.516846
	Iteration 46Q: 3 clusters Score -2862144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2862143.500000 Penalty: 3261.516846
	Iteration 47F: 3 clusters Score -2862144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 2792 members 
Entering Unmasked Estep 
Score: -85956976.000000 Penalty: 91473.250000
Splitting cluster 24 changes total score from -85952072.000000 to -85956976.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 25 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19992.294922 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -19992.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19216.326172 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -19216.33 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19528.113281 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -19528.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19633.880859 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -19633.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19742.068359 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -19742.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19842.884766 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -19842.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19959.960938 Penalty: 1960.753052
	Iteration 5F: 3 clusters Score -19959.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20012.125000 Penalty: 1960.753052
	Iteration 6F: 3 clusters Score -20012.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20019.394531 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -20019.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20022.224609 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -20022.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20024.054688 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -20024.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20027.904297 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -20027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20027.904297 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -20027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 2792 members 
Mstep: Class 43 contains 264 members 
Entering Unmasked Estep 
Score: -85955808.000000 Penalty: 93651.179688
Splitting cluster 25 changes total score from -85952072.000000 to -85955808.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (16709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Entering Unmasked Estep 
Score: -2711110.750000 Penalty: 1580.101685
	Iteration 0F: 2 clusters Score -2711111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2699613.750000 Penalty: 3160.203369
	Iteration 0F: 3 clusters Score -2699614 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2703626.500000 Penalty: 3160.203369
	Iteration 1F: 3 clusters Score -2703626 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2704020.250000 Penalty: 3160.203369
	Iteration 2F: 3 clusters Score -2704020 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2704427.250000 Penalty: 3160.203369
	Iteration 3F: 3 clusters Score -2704427 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2704947.000000 Penalty: 3160.203369
	Iteration 4F: 3 clusters Score -2704947 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2705583.000000 Penalty: 3160.203369
	Iteration 5F: 3 clusters Score -2705583 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2706260.250000 Penalty: 3160.203369
	Iteration 6F: 3 clusters Score -2706260 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2706846.000000 Penalty: 3160.203369
	Iteration 7F: 3 clusters Score -2706846 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2707352.500000 Penalty: 3160.203369
	Iteration 8F: 3 clusters Score -2707352 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2707767.750000 Penalty: 3160.203369
	Iteration 9Q: 3 clusters Score -2707768 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2708081.250000 Penalty: 3160.203369
	Iteration 10Q: 3 clusters Score -2708081 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2708339.250000 Penalty: 3160.203369
	Iteration 11Q: 3 clusters Score -2708339 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2708551.000000 Penalty: 3160.203369
	Iteration 12Q: 3 clusters Score -2708551 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2708750.250000 Penalty: 3160.203369
	Iteration 13Q: 3 clusters Score -2708750 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2708938.750000 Penalty: 3160.203369
	Iteration 14Q: 3 clusters Score -2708939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2709095.750000 Penalty: 3160.203369
	Iteration 15Q: 3 clusters Score -2709096 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2709256.500000 Penalty: 3160.203369
	Iteration 16Q: 3 clusters Score -2709256 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2709349.500000 Penalty: 3160.203369
	Iteration 17Q: 3 clusters Score -2709350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2709463.000000 Penalty: 3160.203369
	Iteration 18Q: 3 clusters Score -2709463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2709534.750000 Penalty: 3160.203369
	Iteration 19Q: 3 clusters Score -2709535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2709602.000000 Penalty: 3160.203369
	Iteration 20F: 3 clusters Score -2709602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2709645.750000 Penalty: 3160.203369
	Iteration 21Q: 3 clusters Score -2709646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2709687.500000 Penalty: 3160.203369
	Iteration 22Q: 3 clusters Score -2709688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2709710.250000 Penalty: 3160.203369
	Iteration 23Q: 3 clusters Score -2709710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2709721.500000 Penalty: 3160.203369
	Iteration 24Q: 3 clusters Score -2709722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2709746.000000 Penalty: 3160.203369
	Iteration 25Q: 3 clusters Score -2709746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2709772.750000 Penalty: 3160.203369
	Iteration 26Q: 3 clusters Score -2709773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2709792.750000 Penalty: 3160.203369
	Iteration 27Q: 3 clusters Score -2709793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2709803.750000 Penalty: 3160.203369
	Iteration 28Q: 3 clusters Score -2709804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2709812.250000 Penalty: 3160.203369
	Iteration 29Q: 3 clusters Score -2709812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2709826.000000 Penalty: 3160.203369
	Iteration 30Q: 3 clusters Score -2709826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2709841.000000 Penalty: 3160.203369
	Iteration 31Q: 3 clusters Score -2709841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2709858.750000 Penalty: 3160.203369
	Iteration 32Q: 3 clusters Score -2709859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2709859.750000 Penalty: 3160.203369
	Iteration 33Q: 3 clusters Score -2709860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2709866.000000 Penalty: 3160.203369
	Iteration 34Q: 3 clusters Score -2709866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2709878.250000 Penalty: 3160.203369
	Iteration 35Q: 3 clusters Score -2709878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2709880.000000 Penalty: 3160.203369
	Iteration 36Q: 3 clusters Score -2709880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2709888.000000 Penalty: 3160.203369
	Iteration 37Q: 3 clusters Score -2709888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2709893.000000 Penalty: 3160.203369
	Iteration 38Q: 3 clusters Score -2709893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2709896.000000 Penalty: 3160.203369
	Iteration 39Q: 3 clusters Score -2709896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2709892.500000 Penalty: 3160.203369
	Iteration 40F: 3 clusters Score -2709892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2709894.000000 Penalty: 3160.203369
	Iteration 41Q: 3 clusters Score -2709894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2709890.500000 Penalty: 3160.203369
	Iteration 42Q: 3 clusters Score -2709890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2709891.250000 Penalty: 3160.203369
	Iteration 43Q: 3 clusters Score -2709891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2709892.000000 Penalty: 3160.203369
	Iteration 44Q: 3 clusters Score -2709892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2709892.000000 Penalty: 3160.203369
	Iteration 45F: 3 clusters Score -2709892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -32021.986328 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -32021.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31184.705078 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -31184.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31317.847656 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -31317.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31366.271484 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -31366.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31379.630859 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -31379.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31383.886719 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -31383.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31392.914062 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -31392.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31394.740234 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -31394.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31397.312500 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -31397.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31397.910156 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -31397.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31397.910156 Penalty: 1828.976929
	Iteration 9F: 3 clusters Score -31397.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -667737.750000 Penalty: 1388.562988
	Iteration 0F: 2 clusters Score -667737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -663658.187500 Penalty: 2777.125977
	Iteration 0F: 3 clusters Score -663658.2 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -664868.812500 Penalty: 2777.125977
	Iteration 1F: 3 clusters Score -664868.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -665150.250000 Penalty: 2777.125977
	Iteration 2F: 3 clusters Score -665150.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -665402.625000 Penalty: 2777.125977
	Iteration 3F: 3 clusters Score -665402.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -665710.000000 Penalty: 2777.125977
	Iteration 4F: 3 clusters Score -665710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -666036.125000 Penalty: 2777.125977
	Iteration 5F: 3 clusters Score -666036.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -666321.625000 Penalty: 2777.125977
	Iteration 6F: 3 clusters Score -666321.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -666536.500000 Penalty: 2777.125977
	Iteration 7Q: 3 clusters Score -666536.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -666691.625000 Penalty: 2777.125977
	Iteration 8Q: 3 clusters Score -666691.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -666781.125000 Penalty: 2777.125977
	Iteration 9Q: 3 clusters Score -666781.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -666838.000000 Penalty: 2777.125977
	Iteration 10Q: 3 clusters Score -666838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -666874.437500 Penalty: 2777.125977
	Iteration 11Q: 3 clusters Score -666874.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -666898.875000 Penalty: 2777.125977
	Iteration 12Q: 3 clusters Score -666898.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -666913.562500 Penalty: 2777.125977
	Iteration 13Q: 3 clusters Score -666913.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -666922.750000 Penalty: 2777.125977
	Iteration 14Q: 3 clusters Score -666922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -666927.000000 Penalty: 2777.125977
	Iteration 15Q: 3 clusters Score -666927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -666930.875000 Penalty: 2777.125977
	Iteration 16Q: 3 clusters Score -666930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -666933.562500 Penalty: 2777.125977
	Iteration 17Q: 3 clusters Score -666933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -666932.937500 Penalty: 2777.125977
	Iteration 18Q: 3 clusters Score -666932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -666934.187500 Penalty: 2777.125977
	Iteration 19Q: 3 clusters Score -666934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -666935.687500 Penalty: 2777.125977
	Iteration 20F: 3 clusters Score -666935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -666935.500000 Penalty: 2777.125977
	Iteration 21Q: 3 clusters Score -666935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -666935.500000 Penalty: 2777.125977
	Iteration 22F: 3 clusters Score -666935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -45034.492188 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -45034.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44079.468750 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -44079.47 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44484.343750 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -44484.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44692.722656 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -44692.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44815.218750 Penalty: 2038.071289
	Iteration 3Q: 3 clusters Score -44815.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44935.863281 Penalty: 2038.071289
	Iteration 4Q: 3 clusters Score -44935.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45020.031250 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -45020.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45035.121094 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -45035.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45039.636719 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -45039.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45041.167969 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -45041.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45056.164062 Penalty: 2038.071289
	Iteration 9F: 3 clusters Score -45056.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45099.718750 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -45099.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45103.457031 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -45103.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45104.031250 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -45104.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45104.031250 Penalty: 2038.071289
	Iteration 13F: 3 clusters Score -45104.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 260 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 809 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 2792 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 44 contains 269 members 
Entering Unmasked Estep 
Score: -85954728.000000 Penalty: 95829.117188
Splitting cluster 29 changes total score from -85952072.000000 to -85954728.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (77052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Entering Unmasked Estep 
Score: -10269861.000000 Penalty: 1828.488281
	Iteration 0F: 2 clusters Score -1.026986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -10222647.000000 Penalty: 3656.976562
	Iteration 0F: 3 clusters Score -1.022265e+07 nChanged 36790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -10244231.000000 Penalty: 3656.976562
	Iteration 1F: 3 clusters Score -1.024423e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -10244985.000000 Penalty: 3656.976562
	Iteration 2Q: 3 clusters Score -1.024498e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -10245926.000000 Penalty: 3656.976562
	Iteration 3Q: 3 clusters Score -1.024593e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -10247252.000000 Penalty: 3656.976562
	Iteration 4Q: 3 clusters Score -1.024725e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -10249310.000000 Penalty: 3656.976562
	Iteration 5F: 3 clusters Score -1.024931e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -10252282.000000 Penalty: 3656.976562
	Iteration 6F: 3 clusters Score -1.025228e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -10256180.000000 Penalty: 3656.976562
	Iteration 7F: 3 clusters Score -1.025618e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -10260309.000000 Penalty: 3656.976562
	Iteration 8F: 3 clusters Score -1.026031e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -10263495.000000 Penalty: 3656.976562
	Iteration 9F: 3 clusters Score -1.02635e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -10265494.000000 Penalty: 3656.976562
	Iteration 10Q: 3 clusters Score -1.026549e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -10266709.000000 Penalty: 3656.976562
	Iteration 11Q: 3 clusters Score -1.026671e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -10267365.000000 Penalty: 3656.976562
	Iteration 12Q: 3 clusters Score -1.026736e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -10267649.000000 Penalty: 3656.976562
	Iteration 13Q: 3 clusters Score -1.026765e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -10268007.000000 Penalty: 3656.976562
	Iteration 14Q: 3 clusters Score -1.026801e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -10268161.000000 Penalty: 3656.976562
	Iteration 15Q: 3 clusters Score -1.026816e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -10268306.000000 Penalty: 3656.976562
	Iteration 16Q: 3 clusters Score -1.026831e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -10268389.000000 Penalty: 3656.976562
	Iteration 17Q: 3 clusters Score -1.026839e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -10268414.000000 Penalty: 3656.976562
	Iteration 18Q: 3 clusters Score -1.026841e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -10268496.000000 Penalty: 3656.976562
	Iteration 19Q: 3 clusters Score -1.02685e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -10268504.000000 Penalty: 3656.976562
	Iteration 20F: 3 clusters Score -1.02685e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -10268520.000000 Penalty: 3656.976562
	Iteration 21Q: 3 clusters Score -1.026852e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -10268524.000000 Penalty: 3656.976562
	Iteration 22Q: 3 clusters Score -1.026852e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -10268559.000000 Penalty: 3656.976562
	Iteration 23Q: 3 clusters Score -1.026856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -10268554.000000 Penalty: 3656.976562
	Iteration 24Q: 3 clusters Score -1.026855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -10268560.000000 Penalty: 3656.976562
	Iteration 25Q: 3 clusters Score -1.026856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -10268587.000000 Penalty: 3656.976562
	Iteration 26Q: 3 clusters Score -1.026859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -10268594.000000 Penalty: 3656.976562
	Iteration 27Q: 3 clusters Score -1.026859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -10268597.000000 Penalty: 3656.976562
	Iteration 28Q: 3 clusters Score -1.02686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -10268605.000000 Penalty: 3656.976562
	Iteration 29Q: 3 clusters Score -1.02686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -10268594.000000 Penalty: 3656.976562
	Iteration 30Q: 3 clusters Score -1.026859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -10268595.000000 Penalty: 3656.976562
	Iteration 31Q: 3 clusters Score -1.02686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -10268602.000000 Penalty: 3656.976562
	Iteration 32Q: 3 clusters Score -1.02686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -10268598.000000 Penalty: 3656.976562
	Iteration 33Q: 3 clusters Score -1.02686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -10268599.000000 Penalty: 3656.976562
	Iteration 34Q: 3 clusters Score -1.02686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -10268606.000000 Penalty: 3656.976562
	Iteration 35Q: 3 clusters Score -1.026861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10268610.000000 Penalty: 3656.976562
	Iteration 36Q: 3 clusters Score -1.026861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10268611.000000 Penalty: 3656.976562
	Iteration 37Q: 3 clusters Score -1.026861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10268613.000000 Penalty: 3656.976562
	Iteration 38Q: 3 clusters Score -1.026861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10268611.000000 Penalty: 3656.976562
	Iteration 39Q: 3 clusters Score -1.026861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10268611.000000 Penalty: 3656.976562
	Iteration 40F: 3 clusters Score -1.026861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -76842.242188 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -76842.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75689.382812 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -75689.38 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75882.398438 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -75882.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75945.476562 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -75945.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75973.828125 Penalty: 2109.978027
	Iteration 3Q: 3 clusters Score -75973.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76019.445312 Penalty: 2109.978027
	Iteration 4Q: 3 clusters Score -76019.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76083.390625 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -76083.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76192.789062 Penalty: 2109.978027
	Iteration 6F: 3 clusters Score -76192.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76341.273438 Penalty: 2109.978027
	Iteration 7F: 3 clusters Score -76341.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76510.742188 Penalty: 2109.978027
	Iteration 8F: 3 clusters Score -76510.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76614.750000 Penalty: 2109.978027
	Iteration 9F: 3 clusters Score -76614.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76654.046875 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -76654.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76684.890625 Penalty: 2109.978027
	Iteration 11Q: 3 clusters Score -76684.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76699.367188 Penalty: 2109.978027
	Iteration 12Q: 3 clusters Score -76699.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76712.382812 Penalty: 2109.978027
	Iteration 13Q: 3 clusters Score -76712.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76721.343750 Penalty: 2109.978027
	Iteration 14Q: 3 clusters Score -76721.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76726.570312 Penalty: 2109.978027
	Iteration 15Q: 3 clusters Score -76726.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76729.929688 Penalty: 2109.978027
	Iteration 16Q: 3 clusters Score -76729.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76731.593750 Penalty: 2109.978027
	Iteration 17Q: 3 clusters Score -76731.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76742.539062 Penalty: 2109.978027
	Iteration 18Q: 3 clusters Score -76742.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76746.312500 Penalty: 2109.978027
	Iteration 19Q: 3 clusters Score -76746.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76750.539062 Penalty: 2109.978027
	Iteration 20F: 3 clusters Score -76750.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76754.484375 Penalty: 2109.978027
	Iteration 21Q: 3 clusters Score -76754.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76754.484375 Penalty: 2109.978027
	Iteration 22F: 3 clusters Score -76754.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (64771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Entering Unmasked Estep 
Score: -8589233.000000 Penalty: 1800.274658
	Iteration 0F: 2 clusters Score -8589233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8546610.000000 Penalty: 3600.549316
	Iteration 0F: 3 clusters Score -8546610 nChanged 30836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -8564257.000000 Penalty: 3600.549316
	Iteration 1F: 3 clusters Score -8564257 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8565206.000000 Penalty: 3600.549316
	Iteration 2Q: 3 clusters Score -8565206 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -8566584.000000 Penalty: 3600.549316
	Iteration 3Q: 3 clusters Score -8566584 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -8569233.000000 Penalty: 3600.549316
	Iteration 4F: 3 clusters Score -8569233 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -8573673.000000 Penalty: 3600.549316
	Iteration 5F: 3 clusters Score -8573673 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -8579289.000000 Penalty: 3600.549316
	Iteration 6F: 3 clusters Score -8579289 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8584083.000000 Penalty: 3600.549316
	Iteration 7F: 3 clusters Score -8584083 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8586395.000000 Penalty: 3600.549316
	Iteration 8Q: 3 clusters Score -8586395 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8587174.000000 Penalty: 3600.549316
	Iteration 9Q: 3 clusters Score -8587174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8587397.000000 Penalty: 3600.549316
	Iteration 10Q: 3 clusters Score -8587397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8587508.000000 Penalty: 3600.549316
	Iteration 11Q: 3 clusters Score -8587508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8587558.000000 Penalty: 3600.549316
	Iteration 12Q: 3 clusters Score -8587558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8587575.000000 Penalty: 3600.549316
	Iteration 13Q: 3 clusters Score -8587575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8587582.000000 Penalty: 3600.549316
	Iteration 14Q: 3 clusters Score -8587582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8587588.000000 Penalty: 3600.549316
	Iteration 15Q: 3 clusters Score -8587588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8587592.000000 Penalty: 3600.549316
	Iteration 16Q: 3 clusters Score -8587592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8587592.000000 Penalty: 3600.549316
	Iteration 17Q: 3 clusters Score -8587592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8587592.000000 Penalty: 3600.549316
	Iteration 18F: 3 clusters Score -8587592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -95021.101562 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -95021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93723.414062 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -93723.41 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94019.882812 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -94019.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94201.257812 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -94201.26 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94451.445312 Penalty: 2176.134521
	Iteration 3F: 3 clusters Score -94451.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94649.429688 Penalty: 2176.134521
	Iteration 4F: 3 clusters Score -94649.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94750.351562 Penalty: 2176.134521
	Iteration 5F: 3 clusters Score -94750.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94850.546875 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -94850.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94944.914062 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -94944.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94997.140625 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -94997.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95051.187500 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -95051.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95109.296875 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -95109.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95179.882812 Penalty: 2176.134521
	Iteration 11Q: 3 clusters Score -95179.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95251.007812 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -95251.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95295.476562 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -95295.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95324.843750 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -95324.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95359.421875 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -95359.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95383.757812 Penalty: 2176.134521
	Iteration 16Q: 3 clusters Score -95383.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95395.179688 Penalty: 2176.134521
	Iteration 17Q: 3 clusters Score -95395.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95405.085938 Penalty: 2176.134521
	Iteration 18Q: 3 clusters Score -95405.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95410.875000 Penalty: 2176.134521
	Iteration 19Q: 3 clusters Score -95410.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95411.585938 Penalty: 2176.134521
	Iteration 20F: 3 clusters Score -95411.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 260 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 435 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 2792 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 44 contains 269 members 
Mstep: Class 45 contains 374 members 
Entering Unmasked Estep 
Score: -85954072.000000 Penalty: 98007.054688
Splitting cluster 33 changes total score from -85952072.000000 to -85954072.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -226071.734375 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -226071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224309.859375 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -224309.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -224797.796875 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -224797.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225078.703125 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -225078.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225418.109375 Penalty: 2389.543457
	Iteration 3F: 3 clusters Score -225418.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -225798.906250 Penalty: 2389.543457
	Iteration 4F: 3 clusters Score -225798.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -226044.343750 Penalty: 2389.543457
	Iteration 5F: 3 clusters Score -226044.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -226223.984375 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -226224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -226305.656250 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -226305.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -226341.562500 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -226341.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -226363.015625 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -226363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -226370.750000 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -226370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -226383.250000 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -226383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -226387.296875 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -226387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -226389.171875 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -226389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -226390.515625 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -226390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -226390.781250 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -226390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -226390.781250 Penalty: 2389.543457
	Iteration 16F: 3 clusters Score -226390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 260 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 435 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Mstep: Class 38 contains 34187 members 
Mstep: Class 39 contains 614 members 
Mstep: Class 40 contains 235 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 2792 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 44 contains 269 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 532 members 
Entering Unmasked Estep 
Score: -85953400.000000 Penalty: 100184.984375
Splitting cluster 34 changes total score from -85952072.000000 to -85953400.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -48724.937500 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -48724.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47760.562500 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -47760.56 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48067.695312 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -48067.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48242.734375 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -48242.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48307.457031 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -48307.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48326.175781 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -48326.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48352.863281 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -48352.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48365.355469 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -48365.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48392.484375 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -48392.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48411.933594 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -48411.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48438.234375 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -48438.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48454.835938 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -48454.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48492.511719 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -48492.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48524.824219 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -48524.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48533.257812 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -48533.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48546.425781 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -48546.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48549.566406 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -48549.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48557.472656 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -48557.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48559.378906 Penalty: 2031.868774
	Iteration 17Q: 3 clusters Score -48559.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48560.417969 Penalty: 2031.868774
	Iteration 18F: 3 clusters Score -48560.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48581.023438 Penalty: 2031.868774
	Iteration 19Q: 3 clusters Score -48581.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48582.214844 Penalty: 2031.868774
	Iteration 20F: 3 clusters Score -48582.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48583.289062 Penalty: 2031.868774
	Iteration 21Q: 3 clusters Score -48583.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48588.414062 Penalty: 2031.868774
	Iteration 22Q: 3 clusters Score -48588.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48590.144531 Penalty: 2031.868774
	Iteration 23Q: 3 clusters Score -48590.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48590.144531 Penalty: 2031.868774
	Iteration 24F: 3 clusters Score -48590.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (54726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Entering Unmasked Estep 
Score: -7260749.000000 Penalty: 1772.890259
	Iteration 0F: 2 clusters Score -7260749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -7225478.500000 Penalty: 3545.780518
	Iteration 0F: 3 clusters Score -7225478 nChanged 25850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -7240334.500000 Penalty: 3545.780518
	Iteration 1F: 3 clusters Score -7240334 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -7241005.500000 Penalty: 3545.780518
	Iteration 2Q: 3 clusters Score -7241006 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -7241748.000000 Penalty: 3545.780518
	Iteration 3Q: 3 clusters Score -7241748 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -7242591.000000 Penalty: 3545.780518
	Iteration 4Q: 3 clusters Score -7242591 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -7243712.000000 Penalty: 3545.780518
	Iteration 5Q: 3 clusters Score -7243712 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -7244901.000000 Penalty: 3545.780518
	Iteration 6Q: 3 clusters Score -7244901 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -7246160.500000 Penalty: 3545.780518
	Iteration 7Q: 3 clusters Score -7246160 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -7247555.500000 Penalty: 3545.780518
	Iteration 8F: 3 clusters Score -7247556 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7249071.500000 Penalty: 3545.780518
	Iteration 9F: 3 clusters Score -7249072 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7250780.500000 Penalty: 3545.780518
	Iteration 10F: 3 clusters Score -7250780 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -7252213.000000 Penalty: 3545.780518
	Iteration 11Q: 3 clusters Score -7252213 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7253094.000000 Penalty: 3545.780518
	Iteration 12Q: 3 clusters Score -7253094 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -7253632.500000 Penalty: 3545.780518
	Iteration 13Q: 3 clusters Score -7253632 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7253930.500000 Penalty: 3545.780518
	Iteration 14Q: 3 clusters Score -7253930 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -7254192.500000 Penalty: 3545.780518
	Iteration 15Q: 3 clusters Score -7254192 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -7254492.000000 Penalty: 3545.780518
	Iteration 16Q: 3 clusters Score -7254492 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -7254802.000000 Penalty: 3545.780518
	Iteration 17Q: 3 clusters Score -7254802 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -7255120.500000 Penalty: 3545.780518
	Iteration 18Q: 3 clusters Score -7255120 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -7255421.500000 Penalty: 3545.780518
	Iteration 19Q: 3 clusters Score -7255422 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -7255677.500000 Penalty: 3545.780518
	Iteration 20F: 3 clusters Score -7255678 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -7255941.500000 Penalty: 3545.780518
	Iteration 21Q: 3 clusters Score -7255942 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -7256180.000000 Penalty: 3545.780518
	Iteration 22Q: 3 clusters Score -7256180 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -7256331.500000 Penalty: 3545.780518
	Iteration 23Q: 3 clusters Score -7256332 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -7256478.500000 Penalty: 3545.780518
	Iteration 24Q: 3 clusters Score -7256478 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -7256618.500000 Penalty: 3545.780518
	Iteration 25Q: 3 clusters Score -7256618 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -7256716.000000 Penalty: 3545.780518
	Iteration 26Q: 3 clusters Score -7256716 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -7256759.500000 Penalty: 3545.780518
	Iteration 27Q: 3 clusters Score -7256760 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -7256836.000000 Penalty: 3545.780518
	Iteration 28Q: 3 clusters Score -7256836 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -7256829.500000 Penalty: 3545.780518
	Iteration 29Q: 3 clusters Score -7256830 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -7256831.500000 Penalty: 3545.780518
	Iteration 30Q: 3 clusters Score -7256832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -7256872.500000 Penalty: 3545.780518
	Iteration 31Q: 3 clusters Score -7256872 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -7256891.500000 Penalty: 3545.780518
	Iteration 32Q: 3 clusters Score -7256892 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -7256887.000000 Penalty: 3545.780518
	Iteration 33Q: 3 clusters Score -7256887 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -7256908.500000 Penalty: 3545.780518
	Iteration 34Q: 3 clusters Score -7256908 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -7256944.500000 Penalty: 3545.780518
	Iteration 35Q: 3 clusters Score -7256944 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -7256964.000000 Penalty: 3545.780518
	Iteration 36Q: 3 clusters Score -7256964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7256937.000000 Penalty: 3545.780518
	Iteration 37Q: 3 clusters Score -7256937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -7256931.000000 Penalty: 3545.780518
	Iteration 38Q: 3 clusters Score -7256931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7256949.500000 Penalty: 3545.780518
	Iteration 39Q: 3 clusters Score -7256950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -7256916.500000 Penalty: 3545.780518
	Iteration 40F: 3 clusters Score -7256916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -7256940.000000 Penalty: 3545.780518
	Iteration 41Q: 3 clusters Score -7256940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7256931.500000 Penalty: 3545.780518
	Iteration 42Q: 3 clusters Score -7256932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7256914.500000 Penalty: 3545.780518
	Iteration 43Q: 3 clusters Score -7256914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7256894.500000 Penalty: 3545.780518
	Iteration 44Q: 3 clusters Score -7256894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7256899.500000 Penalty: 3545.780518
	Iteration 45Q: 3 clusters Score -7256900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -7256889.500000 Penalty: 3545.780518
	Iteration 46Q: 3 clusters Score -7256890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -7256886.000000 Penalty: 3545.780518
	Iteration 47Q: 3 clusters Score -7256886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -7256880.500000 Penalty: 3545.780518
	Iteration 48Q: 3 clusters Score -7256880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -7256873.500000 Penalty: 3545.780518
	Iteration 49Q: 3 clusters Score -7256874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7256870.500000 Penalty: 3545.780518
	Iteration 50Q: 3 clusters Score -7256870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -7256859.000000 Penalty: 3545.780518
	Iteration 51Q: 3 clusters Score -7256859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7256868.500000 Penalty: 3545.780518
	Iteration 52Q: 3 clusters Score -7256868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -7256873.000000 Penalty: 3545.780518
	Iteration 53Q: 3 clusters Score -7256873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -7256879.500000 Penalty: 3545.780518
	Iteration 54Q: 3 clusters Score -7256880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7256890.500000 Penalty: 3545.780518
	Iteration 55Q: 3 clusters Score -7256890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -7256893.000000 Penalty: 3545.780518
	Iteration 56Q: 3 clusters Score -7256893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -7256893.000000 Penalty: 3545.780518
	Iteration 57Q: 3 clusters Score -7256893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -7256893.500000 Penalty: 3545.780518
	Iteration 58Q: 3 clusters Score -7256894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7256897.000000 Penalty: 3545.780518
	Iteration 59Q: 3 clusters Score -7256897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -7256885.000000 Penalty: 3545.780518
	Iteration 60F: 3 clusters Score -7256885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -7256878.000000 Penalty: 3545.780518
	Iteration 61Q: 3 clusters Score -7256878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -7256880.000000 Penalty: 3545.780518
	Iteration 62Q: 3 clusters Score -7256880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7256879.500000 Penalty: 3545.780518
	Iteration 63Q: 3 clusters Score -7256880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -7256872.000000 Penalty: 3545.780518
	Iteration 64Q: 3 clusters Score -7256872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7256880.500000 Penalty: 3545.780518
	Iteration 65Q: 3 clusters Score -7256880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -7256878.000000 Penalty: 3545.780518
	Iteration 66Q: 3 clusters Score -7256878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -7256871.500000 Penalty: 3545.780518
	Iteration 67Q: 3 clusters Score -7256872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -7256872.000000 Penalty: 3545.780518
	Iteration 68Q: 3 clusters Score -7256872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7256877.500000 Penalty: 3545.780518
	Iteration 69Q: 3 clusters Score -7256878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7256881.000000 Penalty: 3545.780518
	Iteration 70Q: 3 clusters Score -7256881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7256878.500000 Penalty: 3545.780518
	Iteration 71Q: 3 clusters Score -7256878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -7256881.000000 Penalty: 3545.780518
	Iteration 72Q: 3 clusters Score -7256881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -7256879.500000 Penalty: 3545.780518
	Iteration 73Q: 3 clusters Score -7256880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7256883.500000 Penalty: 3545.780518
	Iteration 74Q: 3 clusters Score -7256884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7256883.000000 Penalty: 3545.780518
	Iteration 75Q: 3 clusters Score -7256883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7256880.500000 Penalty: 3545.780518
	Iteration 76Q: 3 clusters Score -7256880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -7256872.500000 Penalty: 3545.780518
	Iteration 77Q: 3 clusters Score -7256872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -7256871.500000 Penalty: 3545.780518
	Iteration 78Q: 3 clusters Score -7256872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7256866.000000 Penalty: 3545.780518
	Iteration 79Q: 3 clusters Score -7256866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -7256868.500000 Penalty: 3545.780518
	Iteration 80F: 3 clusters Score -7256868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -7256878.000000 Penalty: 3545.780518
	Iteration 81Q: 3 clusters Score -7256878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -7256873.000000 Penalty: 3545.780518
	Iteration 82Q: 3 clusters Score -7256873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -7256869.500000 Penalty: 3545.780518
	Iteration 83Q: 3 clusters Score -7256870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -7256877.000000 Penalty: 3545.780518
	Iteration 84Q: 3 clusters Score -7256877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -7256866.000000 Penalty: 3545.780518
	Iteration 85Q: 3 clusters Score -7256866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -7256872.500000 Penalty: 3545.780518
	Iteration 86Q: 3 clusters Score -7256872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7256875.000000 Penalty: 3545.780518
	Iteration 87Q: 3 clusters Score -7256875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7256874.000000 Penalty: 3545.780518
	Iteration 88Q: 3 clusters Score -7256874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -7256873.500000 Penalty: 3545.780518
	Iteration 89Q: 3 clusters Score -7256874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -7256873.500000 Penalty: 3545.780518
	Iteration 90F: 3 clusters Score -7256874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Entering Unmasked Estep 
Score: -6291154.500000 Penalty: 1749.275513
	Iteration 0F: 2 clusters Score -6291154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6259840.000000 Penalty: 3498.551025
	Iteration 0F: 3 clusters Score -6259840 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -6272768.000000 Penalty: 3498.551025
	Iteration 1F: 3 clusters Score -6272768 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -6273480.500000 Penalty: 3498.551025
	Iteration 2Q: 3 clusters Score -6273480 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -6274423.500000 Penalty: 3498.551025
	Iteration 3Q: 3 clusters Score -6274424 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -6275774.000000 Penalty: 3498.551025
	Iteration 4F: 3 clusters Score -6275774 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6277723.500000 Penalty: 3498.551025
	Iteration 5F: 3 clusters Score -6277724 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -6280097.500000 Penalty: 3498.551025
	Iteration 6F: 3 clusters Score -6280098 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -6282543.000000 Penalty: 3498.551025
	Iteration 7F: 3 clusters Score -6282543 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -6284318.000000 Penalty: 3498.551025
	Iteration 8Q: 3 clusters Score -6284318 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -6285277.500000 Penalty: 3498.551025
	Iteration 9Q: 3 clusters Score -6285278 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -6285925.500000 Penalty: 3498.551025
	Iteration 10Q: 3 clusters Score -6285926 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6286394.000000 Penalty: 3498.551025
	Iteration 11Q: 3 clusters Score -6286394 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -6286879.000000 Penalty: 3498.551025
	Iteration 12Q: 3 clusters Score -6286879 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -6287255.000000 Penalty: 3498.551025
	Iteration 13Q: 3 clusters Score -6287255 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -6287593.500000 Penalty: 3498.551025
	Iteration 14Q: 3 clusters Score -6287594 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -6287886.000000 Penalty: 3498.551025
	Iteration 15Q: 3 clusters Score -6287886 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -6288162.500000 Penalty: 3498.551025
	Iteration 16Q: 3 clusters Score -6288162 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6288441.000000 Penalty: 3498.551025
	Iteration 17Q: 3 clusters Score -6288441 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -6288710.000000 Penalty: 3498.551025
	Iteration 18Q: 3 clusters Score -6288710 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -6288880.500000 Penalty: 3498.551025
	Iteration 19Q: 3 clusters Score -6288880 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -6289037.000000 Penalty: 3498.551025
	Iteration 20F: 3 clusters Score -6289037 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6289180.000000 Penalty: 3498.551025
	Iteration 21Q: 3 clusters Score -6289180 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -6289291.500000 Penalty: 3498.551025
	Iteration 22Q: 3 clusters Score -6289292 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6289391.500000 Penalty: 3498.551025
	Iteration 23Q: 3 clusters Score -6289392 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6289459.500000 Penalty: 3498.551025
	Iteration 24Q: 3 clusters Score -6289460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -6289524.500000 Penalty: 3498.551025
	Iteration 25Q: 3 clusters Score -6289524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -6289595.500000 Penalty: 3498.551025
	Iteration 26Q: 3 clusters Score -6289596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6289634.500000 Penalty: 3498.551025
	Iteration 27Q: 3 clusters Score -6289634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -6289651.000000 Penalty: 3498.551025
	Iteration 28Q: 3 clusters Score -6289651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6289679.000000 Penalty: 3498.551025
	Iteration 29Q: 3 clusters Score -6289679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6289689.000000 Penalty: 3498.551025
	Iteration 30Q: 3 clusters Score -6289689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -6289697.500000 Penalty: 3498.551025
	Iteration 31Q: 3 clusters Score -6289698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6289717.500000 Penalty: 3498.551025
	Iteration 32Q: 3 clusters Score -6289718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -6289733.000000 Penalty: 3498.551025
	Iteration 33Q: 3 clusters Score -6289733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -6289734.500000 Penalty: 3498.551025
	Iteration 34Q: 3 clusters Score -6289734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6289737.500000 Penalty: 3498.551025
	Iteration 35Q: 3 clusters Score -6289738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -6289745.000000 Penalty: 3498.551025
	Iteration 36Q: 3 clusters Score -6289745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6289752.500000 Penalty: 3498.551025
	Iteration 37Q: 3 clusters Score -6289752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6289767.000000 Penalty: 3498.551025
	Iteration 38Q: 3 clusters Score -6289767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6289760.500000 Penalty: 3498.551025
	Iteration 39Q: 3 clusters Score -6289760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6289752.000000 Penalty: 3498.551025
	Iteration 40F: 3 clusters Score -6289752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6289758.000000 Penalty: 3498.551025
	Iteration 41Q: 3 clusters Score -6289758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6289760.000000 Penalty: 3498.551025
	Iteration 42Q: 3 clusters Score -6289760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -6289763.500000 Penalty: 3498.551025
	Iteration 43Q: 3 clusters Score -6289764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6289768.500000 Penalty: 3498.551025
	Iteration 44Q: 3 clusters Score -6289768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6289766.000000 Penalty: 3498.551025
	Iteration 45Q: 3 clusters Score -6289766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6289765.500000 Penalty: 3498.551025
	Iteration 46Q: 3 clusters Score -6289766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6289766.500000 Penalty: 3498.551025
	Iteration 47Q: 3 clusters Score -6289766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -6289769.000000 Penalty: 3498.551025
	Iteration 48Q: 3 clusters Score -6289769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6289768.000000 Penalty: 3498.551025
	Iteration 49Q: 3 clusters Score -6289768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6289771.000000 Penalty: 3498.551025
	Iteration 50Q: 3 clusters Score -6289771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6289771.000000 Penalty: 3498.551025
	Iteration 51F: 3 clusters Score -6289771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 62386 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 51629 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16709 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 260 members 
Mstep: Class 30 contains 77052 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64771 members 
Mstep: Class 33 contains 435 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 54726 members 
Mstep: Class 37 contains 47324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 1947.269531 but Gain 2177.929688
Score: -85957568.000000 Penalty: 98007.054688
Iteration 79Q: 46 clusters Score -8.595757e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16213 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 14370 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 64942 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 65893 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 406 members 
Mstep: Class 19 contains 52213 members 
Mstep: Class 20 contains 15040 members 
Mstep: Class 21 contains 56919 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 19811 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16463 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5147 members 
Mstep: Class 29 contains 279 members 
Mstep: Class 30 contains 75029 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 65146 members 
Mstep: Class 33 contains 432 members 
Mstep: Class 34 contains 1216 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 54475 members 
Mstep: Class 37 contains 46978 members 
Mstep: Class 38 contains 33206 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 41 contains 768 members 
Mstep: Class 42 contains 2714 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 44 contains 270 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 1995.941650 but Gain 2177.937500
Score: -85962968.000000 Penalty: 95829.117188
Iteration 80F: 45 clusters Score -8.596297e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16188 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 14392 members 
Mstep: Class 11 contains 36553 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 63940 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 69042 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 52253 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 56928 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 19599 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16302 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 72812 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64587 members 
Mstep: Class 33 contains 430 members 
Mstep: Class 34 contains 1271 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 54064 members 
Mstep: Class 37 contains 46481 members 
Mstep: Class 38 contains 35047 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 3262 members 
Mstep: Class 43 contains 321 members 
Mstep: Class 44 contains 343 members 
Mstep: Class 45 contains 407 members 
Mstep: Class 46 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966736.000000 Penalty: 95829.117188
Iteration 81Q: 45 clusters Score -8.596674e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16176 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 529 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 36044 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 63065 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 72698 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 464 members 
Mstep: Class 19 contains 52149 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 56918 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 19432 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 16207 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 30 contains 70155 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 64144 members 
Mstep: Class 33 contains 427 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 53609 members 
Mstep: Class 37 contains 46017 members 
Mstep: Class 38 contains 36718 members 
Mstep: Class 39 contains 635 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 3679 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 364 members 
Mstep: Class 45 contains 408 members 
Mstep: Class 46 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967664.000000 Penalty: 95829.117188
Iteration 82Q: 45 clusters Score -8.596766e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16168 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 35555 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 62210 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 76522 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 51879 members 
Mstep: Class 20 contains 14772 members 
Mstep: Class 21 contains 56915 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 19371 members 
Mstep: Class 25 contains 157 members 
Mstep: Class 26 contains 16142 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 30 contains 67010 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 63758 members 
Mstep: Class 33 contains 424 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 53244 members 
Mstep: Class 37 contains 45606 members 
Mstep: Class 38 contains 38573 members 
Mstep: Class 39 contains 646 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 4048 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 369 members 
Mstep: Class 45 contains 408 members 
Mstep: Class 46 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968960.000000 Penalty: 95829.117188
Iteration 83Q: 45 clusters Score -8.596896e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16182 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 35076 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 13 contains 61391 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 80291 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 51514 members 
Mstep: Class 20 contains 14733 members 
Mstep: Class 21 contains 56919 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 19317 members 
Mstep: Class 25 contains 163 members 
Mstep: Class 26 contains 16099 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 63812 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 63235 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52861 members 
Mstep: Class 37 contains 45209 members 
Mstep: Class 38 contains 40708 members 
Mstep: Class 39 contains 658 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 4359 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 409 members 
Mstep: Class 46 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969656.000000 Penalty: 95829.117188
Iteration 84Q: 45 clusters Score -8.596966e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16196 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 34611 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 13 contains 60616 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 83838 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 51079 members 
Mstep: Class 20 contains 14703 members 
Mstep: Class 21 contains 56923 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19302 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 16070 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 30 contains 60583 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 62701 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52565 members 
Mstep: Class 37 contains 44819 members 
Mstep: Class 38 contains 42999 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 4665 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 369 members 
Mstep: Class 45 contains 410 members 
Mstep: Class 46 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969280.000000 Penalty: 95829.117188
Iteration 85Q: 45 clusters Score -8.596928e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16174 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 34246 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60307 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 86140 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 50563 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 56949 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19292 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 16048 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 57566 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 62112 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52564 members 
Mstep: Class 37 contains 44518 members 
Mstep: Class 38 contains 45530 members 
Mstep: Class 39 contains 674 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 4948 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 410 members 
Mstep: Class 46 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969112.000000 Penalty: 95829.117188
Iteration 86Q: 45 clusters Score -8.596911e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16171 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 14633 members 
Mstep: Class 11 contains 33883 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60205 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 87264 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 50092 members 
Mstep: Class 20 contains 14655 members 
Mstep: Class 21 contains 56968 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19296 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16031 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 30 contains 55359 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61427 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52688 members 
Mstep: Class 37 contains 44314 members 
Mstep: Class 38 contains 48068 members 
Mstep: Class 39 contains 678 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 5193 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 411 members 
Mstep: Class 46 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968992.000000 Penalty: 95829.117188
Iteration 87Q: 45 clusters Score -8.596899e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16166 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 33514 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60151 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 87837 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 49757 members 
Mstep: Class 20 contains 14634 members 
Mstep: Class 21 contains 56975 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19351 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16025 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 53727 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 60350 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52826 members 
Mstep: Class 37 contains 44128 members 
Mstep: Class 38 contains 50673 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 5448 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 412 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968424.000000 Penalty: 95829.117188
Iteration 88Q: 45 clusters Score -8.596842e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16151 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 33174 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60172 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 87995 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 49529 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 56987 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19366 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16019 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 52453 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 59116 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52918 members 
Mstep: Class 37 contains 43998 members 
Mstep: Class 38 contains 53307 members 
Mstep: Class 39 contains 681 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 5707 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 412 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968208.000000 Penalty: 95829.117188
Iteration 89Q: 45 clusters Score -8.596821e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16143 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 14860 members 
Mstep: Class 11 contains 32785 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60197 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 87716 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 49388 members 
Mstep: Class 20 contains 14586 members 
Mstep: Class 21 contains 57007 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19351 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16013 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 51555 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 57789 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 53010 members 
Mstep: Class 37 contains 43871 members 
Mstep: Class 38 contains 56057 members 
Mstep: Class 39 contains 683 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 5974 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 413 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968632.000000 Penalty: 95829.117188
Iteration 90Q: 45 clusters Score -8.596863e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16111 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 14939 members 
Mstep: Class 11 contains 32430 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60235 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 87231 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 49266 members 
Mstep: Class 20 contains 14567 members 
Mstep: Class 21 contains 57019 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19326 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 30 contains 50795 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 56301 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 53074 members 
Mstep: Class 37 contains 43766 members 
Mstep: Class 38 contains 59047 members 
Mstep: Class 39 contains 685 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 6209 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 412 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969320.000000 Penalty: 95829.117188
Iteration 91Q: 45 clusters Score -8.596932e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16089 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60195 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 86305 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 49130 members 
Mstep: Class 20 contains 14550 members 
Mstep: Class 21 contains 57048 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19310 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 16002 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 50098 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55096 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1355 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 53126 members 
Mstep: Class 37 contains 43674 members 
Mstep: Class 38 contains 62169 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 6461 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 413 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970392.000000 Penalty: 95829.117188
Iteration 92Q: 45 clusters Score -8.597039e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 15129 members 
Mstep: Class 11 contains 31688 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 60066 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 84904 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48982 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 21 contains 57080 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19284 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15999 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 49478 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54489 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1355 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 53037 members 
Mstep: Class 37 contains 43597 members 
Mstep: Class 38 contains 65347 members 
Mstep: Class 39 contains 692 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 6680 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971416.000000 Penalty: 95829.117188
Iteration 93Q: 45 clusters Score -8.597142e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16081 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 31290 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 59830 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 83172 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48903 members 
Mstep: Class 20 contains 14513 members 
Mstep: Class 21 contains 57078 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 19268 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15998 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 30 contains 48838 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 54332 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1355 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52847 members 
Mstep: Class 37 contains 43503 members 
Mstep: Class 38 contains 68649 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 6863 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972560.000000 Penalty: 95829.117188
Iteration 94Q: 45 clusters Score -8.597256e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16113 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 30861 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 59461 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 81740 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48839 members 
Mstep: Class 20 contains 14483 members 
Mstep: Class 21 contains 57075 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19253 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15997 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 30 contains 48172 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 54454 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1355 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52569 members 
Mstep: Class 37 contains 43369 members 
Mstep: Class 38 contains 71649 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 7024 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973384.000000 Penalty: 95829.117188
Iteration 95Q: 45 clusters Score -8.597338e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16211 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 30394 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 59133 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 81007 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48744 members 
Mstep: Class 20 contains 14458 members 
Mstep: Class 21 contains 57050 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19223 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 30 contains 47409 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 54730 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 52197 members 
Mstep: Class 37 contains 43206 members 
Mstep: Class 38 contains 74062 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 7165 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973360.000000 Penalty: 95829.117188
Iteration 96Q: 45 clusters Score -8.597336e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16300 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 29922 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 58831 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 80818 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48692 members 
Mstep: Class 20 contains 14441 members 
Mstep: Class 21 contains 56983 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19184 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 46669 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 55170 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 51835 members 
Mstep: Class 37 contains 43032 members 
Mstep: Class 38 contains 75694 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 7328 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973016.000000 Penalty: 95829.117188
Iteration 97Q: 45 clusters Score -8.597302e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16405 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 29469 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 58587 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 80915 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48610 members 
Mstep: Class 20 contains 14410 members 
Mstep: Class 21 contains 56913 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19131 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 30 contains 46008 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 55753 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 51510 members 
Mstep: Class 37 contains 42867 members 
Mstep: Class 38 contains 76738 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 7461 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972840.000000 Penalty: 95829.117188
Iteration 98Q: 45 clusters Score -8.597284e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16516 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5081 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 29041 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 58468 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 81096 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48506 members 
Mstep: Class 20 contains 14385 members 
Mstep: Class 21 contains 56868 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19073 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 45412 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 56478 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 51272 members 
Mstep: Class 37 contains 42705 members 
Mstep: Class 38 contains 77272 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 7583 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973288.000000 Penalty: 95829.117188
Iteration 99Q: 45 clusters Score -8.597329e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16619 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 28651 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 58418 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 81367 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 48384 members 
Mstep: Class 20 contains 14355 members 
Mstep: Class 21 contains 56802 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19025 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 30 contains 44877 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 57368 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 51053 members 
Mstep: Class 37 contains 42605 members 
Mstep: Class 38 contains 77348 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 7694 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976560.000000 Penalty: 95829.117188
Iteration 100F: 45 clusters Score -8.597656e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 5043 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 28327 members 
Mstep: Class 12 contains 545 members 
Mstep: Class 13 contains 57943 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 80442 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 486 members 
Mstep: Class 19 contains 48126 members 
Mstep: Class 20 contains 14316 members 
Mstep: Class 21 contains 56762 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18944 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 42235 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 58437 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1357 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 50840 members 
Mstep: Class 37 contains 42428 members 
Mstep: Class 38 contains 81215 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 7870 members 
Mstep: Class 43 contains 302 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976360.000000 Penalty: 95829.117188
Iteration 101Q: 45 clusters Score -8.597636e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16659 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 57669 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 79447 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 47865 members 
Mstep: Class 20 contains 14270 members 
Mstep: Class 21 contains 56732 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18904 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 287 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 30 contains 39672 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 59579 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 50579 members 
Mstep: Class 37 contains 42227 members 
Mstep: Class 38 contains 84813 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8016 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975352.000000 Penalty: 95829.117188
Iteration 102Q: 45 clusters Score -8.597535e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16669 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 16232 members 
Mstep: Class 11 contains 27813 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 57459 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 78574 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 47588 members 
Mstep: Class 20 contains 14241 members 
Mstep: Class 21 contains 56709 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18907 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 287 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 37257 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 60760 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 50415 members 
Mstep: Class 37 contains 42025 members 
Mstep: Class 38 contains 87839 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8162 members 
Mstep: Class 43 contains 297 members 
Mstep: Class 44 contains 368 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973784.000000 Penalty: 95829.117188
Iteration 103Q: 45 clusters Score -8.597378e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16671 members 
Mstep: Class 3 contains 1296 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 16280 members 
Mstep: Class 11 contains 27696 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 57391 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 77972 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 486 members 
Mstep: Class 19 contains 47325 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 56667 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18863 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5159 members 
Mstep: Class 30 contains 34994 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 61756 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 50368 members 
Mstep: Class 37 contains 41868 members 
Mstep: Class 38 contains 90304 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8305 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 369 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972912.000000 Penalty: 95829.117188
Iteration 104Q: 45 clusters Score -8.597291e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16661 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 16312 members 
Mstep: Class 11 contains 27619 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 57371 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 77652 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 47159 members 
Mstep: Class 20 contains 14200 members 
Mstep: Class 21 contains 56636 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 15995 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 32967 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 62622 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1364 members 
Mstep: Class 35 contains 520 members 
Mstep: Class 36 contains 50340 members 
Mstep: Class 37 contains 41709 members 
Mstep: Class 38 contains 92183 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8423 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972000.000000 Penalty: 95829.117188
Iteration 105Q: 45 clusters Score -8.5972e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16627 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4951 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 27585 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 57374 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 77914 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 47083 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 56629 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18831 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 15994 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 31048 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 63048 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 520 members 
Mstep: Class 36 contains 50282 members 
Mstep: Class 37 contains 41579 members 
Mstep: Class 38 contains 93654 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8554 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 371 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970048.000000 Penalty: 95829.117188
Iteration 106Q: 45 clusters Score -8.597005e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16591 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 27554 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 57439 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 78677 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 47036 members 
Mstep: Class 20 contains 14159 members 
Mstep: Class 21 contains 56645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18805 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 29178 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 63016 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 520 members 
Mstep: Class 36 contains 50239 members 
Mstep: Class 37 contains 41475 members 
Mstep: Class 38 contains 94899 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8687 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 372 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968080.000000 Penalty: 95829.117188
Iteration 107Q: 45 clusters Score -8.596808e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16555 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 16338 members 
Mstep: Class 11 contains 27545 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 57503 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 79848 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 47058 members 
Mstep: Class 20 contains 14115 members 
Mstep: Class 21 contains 56639 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18796 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 27357 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 62530 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 50169 members 
Mstep: Class 37 contains 41368 members 
Mstep: Class 38 contains 96112 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8805 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 372 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966408.000000 Penalty: 95829.117188
Iteration 108Q: 45 clusters Score -8.596641e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16499 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4939 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 16360 members 
Mstep: Class 11 contains 27514 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 57595 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 81131 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 47110 members 
Mstep: Class 20 contains 14079 members 
Mstep: Class 21 contains 56661 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18786 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 30 contains 25649 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 61843 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 50109 members 
Mstep: Class 37 contains 41267 members 
Mstep: Class 38 contains 97191 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 8946 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 372 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964536.000000 Penalty: 95829.117188
Iteration 109Q: 45 clusters Score -8.596454e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16429 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 27490 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 57821 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 82236 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 47196 members 
Mstep: Class 20 contains 14032 members 
Mstep: Class 21 contains 56687 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18788 members 
Mstep: Class 25 contains 190 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 60979 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1367 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50155 members 
Mstep: Class 37 contains 41257 members 
Mstep: Class 38 contains 98000 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 9103 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 372 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963408.000000 Penalty: 95829.117188
Iteration 110Q: 45 clusters Score -8.596341e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16347 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 16358 members 
Mstep: Class 11 contains 27475 members 
Mstep: Class 12 contains 516 members 
Mstep: Class 13 contains 58181 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83202 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 47332 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 21 contains 56719 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18784 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 30 contains 22956 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 59949 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 50264 members 
Mstep: Class 37 contains 41290 members 
Mstep: Class 38 contains 98603 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 9289 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962168.000000 Penalty: 95829.117188
Iteration 111Q: 45 clusters Score -8.596217e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 27487 members 
Mstep: Class 12 contains 516 members 
Mstep: Class 13 contains 58582 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84018 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 47583 members 
Mstep: Class 20 contains 13931 members 
Mstep: Class 21 contains 56757 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18803 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 58881 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50348 members 
Mstep: Class 37 contains 41367 members 
Mstep: Class 38 contains 98995 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 9444 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960928.000000 Penalty: 95829.117188
Iteration 112Q: 45 clusters Score -8.596093e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16171 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 27518 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 58975 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84485 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 47898 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 56781 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18821 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 21146 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 57859 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50474 members 
Mstep: Class 37 contains 41518 members 
Mstep: Class 38 contains 99284 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 9594 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960632.000000 Penalty: 95829.117188
Iteration 113Q: 45 clusters Score -8.596063e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16088 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4945 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 27527 members 
Mstep: Class 12 contains 514 members 
Mstep: Class 13 contains 59442 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84672 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 48241 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 56797 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18820 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 30 contains 20471 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 56931 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50635 members 
Mstep: Class 37 contains 41696 members 
Mstep: Class 38 contains 99542 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 9721 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 374 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959704.000000 Penalty: 95829.117188
Iteration 114Q: 45 clusters Score -8.59597e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16352 members 
Mstep: Class 11 contains 27527 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 59912 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84646 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 56827 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18844 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 30 contains 19888 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 56211 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50806 members 
Mstep: Class 37 contains 41893 members 
Mstep: Class 38 contains 99604 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 9863 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959264.000000 Penalty: 95829.117188
Iteration 115Q: 45 clusters Score -8.595926e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15892 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16356 members 
Mstep: Class 11 contains 27520 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 60308 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84538 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 49045 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 56842 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18866 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 19362 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55690 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50932 members 
Mstep: Class 37 contains 42094 members 
Mstep: Class 38 contains 99600 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 10014 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958632.000000 Penalty: 95829.117188
Iteration 116Q: 45 clusters Score -8.595863e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15802 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 27509 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 60682 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84351 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 49435 members 
Mstep: Class 20 contains 13634 members 
Mstep: Class 21 contains 56862 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18877 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 18868 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55301 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51055 members 
Mstep: Class 37 contains 42304 members 
Mstep: Class 38 contains 99544 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 10173 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958784.000000 Penalty: 95829.117188
Iteration 117Q: 45 clusters Score -8.595878e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15710 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 16368 members 
Mstep: Class 11 contains 27485 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61045 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 84011 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 49808 members 
Mstep: Class 20 contains 13572 members 
Mstep: Class 21 contains 56884 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18893 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 18462 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55086 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51138 members 
Mstep: Class 37 contains 42525 members 
Mstep: Class 38 contains 99460 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10312 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958248.000000 Penalty: 95829.117188
Iteration 118Q: 45 clusters Score -8.595825e+07 nChanged 3213
Entering ConstructFrom: 
Score: -85958248.000000 Penalty: 95829.117188
Entering ConstructFrom: 
Trying to split cluster 1 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -40641.023438 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -40641.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39831.281250 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -39831.28 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40136.773438 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -40136.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40296.515625 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -40296.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40388.503906 Penalty: 1994.058594
	Iteration 3Q: 3 clusters Score -40388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40427.546875 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -40427.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40436.707031 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -40436.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40460.128906 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -40460.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40472.429688 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -40472.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40479.960938 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -40479.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40537.152344 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -40537.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40594.796875 Penalty: 1994.058594
	Iteration 10Q: 3 clusters Score -40594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40620.234375 Penalty: 1994.058594
	Iteration 11Q: 3 clusters Score -40620.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40667.703125 Penalty: 1994.058594
	Iteration 12Q: 3 clusters Score -40667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40705.937500 Penalty: 1994.058594
	Iteration 13Q: 3 clusters Score -40705.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40804.500000 Penalty: 1994.058594
	Iteration 14Q: 3 clusters Score -40804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40845.011719 Penalty: 1994.058594
	Iteration 15Q: 3 clusters Score -40845.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40865.605469 Penalty: 1994.058594
	Iteration 16Q: 3 clusters Score -40865.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40878.773438 Penalty: 1994.058594
	Iteration 17Q: 3 clusters Score -40878.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40896.878906 Penalty: 1994.058594
	Iteration 18Q: 3 clusters Score -40896.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40905.550781 Penalty: 1994.058594
	Iteration 19Q: 3 clusters Score -40905.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40940.671875 Penalty: 1994.058594
	Iteration 20F: 3 clusters Score -40940.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41021.632812 Penalty: 1994.058594
	Iteration 21Q: 3 clusters Score -41021.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41086.839844 Penalty: 1994.058594
	Iteration 22Q: 3 clusters Score -41086.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41129.203125 Penalty: 1994.058594
	Iteration 23Q: 3 clusters Score -41129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41144.929688 Penalty: 1994.058594
	Iteration 24Q: 3 clusters Score -41144.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41147.613281 Penalty: 1994.058594
	Iteration 25Q: 3 clusters Score -41147.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41149.773438 Penalty: 1994.058594
	Iteration 26F: 3 clusters Score -41149.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41155.593750 Penalty: 1994.058594
	Iteration 27Q: 3 clusters Score -41155.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41156.378906 Penalty: 1994.058594
	Iteration 28Q: 3 clusters Score -41156.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41156.378906 Penalty: 1994.058594
	Iteration 29F: 3 clusters Score -41156.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 242 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 99334 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85957328.000000 Penalty: 98007.054688
Splitting cluster 1 changes total score from -85958248.000000 to -85957328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -2032050.750000 Penalty: 1569.160278
	Iteration 0F: 2 clusters Score -2032051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2021321.000000 Penalty: 3138.320557
	Iteration 0F: 3 clusters Score -2021321 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2025093.750000 Penalty: 3138.320557
	Iteration 1F: 3 clusters Score -2025094 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2025404.375000 Penalty: 3138.320557
	Iteration 2F: 3 clusters Score -2025404 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2025704.625000 Penalty: 3138.320557
	Iteration 3Q: 3 clusters Score -2025705 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2026015.000000 Penalty: 3138.320557
	Iteration 4Q: 3 clusters Score -2026015 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2026333.875000 Penalty: 3138.320557
	Iteration 5Q: 3 clusters Score -2026334 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2026679.125000 Penalty: 3138.320557
	Iteration 6Q: 3 clusters Score -2026679 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2027026.375000 Penalty: 3138.320557
	Iteration 7Q: 3 clusters Score -2027026 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2027372.375000 Penalty: 3138.320557
	Iteration 8Q: 3 clusters Score -2027372 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2027753.125000 Penalty: 3138.320557
	Iteration 9Q: 3 clusters Score -2027753 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2028123.750000 Penalty: 3138.320557
	Iteration 10Q: 3 clusters Score -2028124 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2028446.625000 Penalty: 3138.320557
	Iteration 11Q: 3 clusters Score -2028447 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2028763.750000 Penalty: 3138.320557
	Iteration 12Q: 3 clusters Score -2028764 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2029034.000000 Penalty: 3138.320557
	Iteration 13Q: 3 clusters Score -2029034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2029234.000000 Penalty: 3138.320557
	Iteration 14Q: 3 clusters Score -2029234 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2029403.875000 Penalty: 3138.320557
	Iteration 15Q: 3 clusters Score -2029404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2029513.125000 Penalty: 3138.320557
	Iteration 16Q: 3 clusters Score -2029513 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2029637.875000 Penalty: 3138.320557
	Iteration 17Q: 3 clusters Score -2029638 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2029792.375000 Penalty: 3138.320557
	Iteration 18Q: 3 clusters Score -2029792 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2029974.750000 Penalty: 3138.320557
	Iteration 19Q: 3 clusters Score -2029975 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2030181.000000 Penalty: 3138.320557
	Iteration 20F: 3 clusters Score -2030181 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2030387.500000 Penalty: 3138.320557
	Iteration 21Q: 3 clusters Score -2030388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2030549.875000 Penalty: 3138.320557
	Iteration 22Q: 3 clusters Score -2030550 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2030657.000000 Penalty: 3138.320557
	Iteration 23Q: 3 clusters Score -2030657 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2030737.500000 Penalty: 3138.320557
	Iteration 24Q: 3 clusters Score -2030738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2030788.250000 Penalty: 3138.320557
	Iteration 25Q: 3 clusters Score -2030788 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2030822.625000 Penalty: 3138.320557
	Iteration 26Q: 3 clusters Score -2030823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2030858.375000 Penalty: 3138.320557
	Iteration 27Q: 3 clusters Score -2030858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2030892.000000 Penalty: 3138.320557
	Iteration 28Q: 3 clusters Score -2030892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2030920.375000 Penalty: 3138.320557
	Iteration 29Q: 3 clusters Score -2030920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2030956.750000 Penalty: 3138.320557
	Iteration 30Q: 3 clusters Score -2030957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2030997.000000 Penalty: 3138.320557
	Iteration 31Q: 3 clusters Score -2030997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2031021.875000 Penalty: 3138.320557
	Iteration 32Q: 3 clusters Score -2031022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2031040.500000 Penalty: 3138.320557
	Iteration 33Q: 3 clusters Score -2031040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2031049.625000 Penalty: 3138.320557
	Iteration 34Q: 3 clusters Score -2031050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2031060.375000 Penalty: 3138.320557
	Iteration 35Q: 3 clusters Score -2031060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2031066.375000 Penalty: 3138.320557
	Iteration 36Q: 3 clusters Score -2031066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2031074.750000 Penalty: 3138.320557
	Iteration 37Q: 3 clusters Score -2031075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2031080.500000 Penalty: 3138.320557
	Iteration 38Q: 3 clusters Score -2031080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2031088.125000 Penalty: 3138.320557
	Iteration 39Q: 3 clusters Score -2031088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2031092.750000 Penalty: 3138.320557
	Iteration 40F: 3 clusters Score -2031093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2031103.500000 Penalty: 3138.320557
	Iteration 41Q: 3 clusters Score -2031104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2031114.250000 Penalty: 3138.320557
	Iteration 42Q: 3 clusters Score -2031114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2031126.875000 Penalty: 3138.320557
	Iteration 43Q: 3 clusters Score -2031127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2031133.250000 Penalty: 3138.320557
	Iteration 44Q: 3 clusters Score -2031133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2031141.750000 Penalty: 3138.320557
	Iteration 45Q: 3 clusters Score -2031142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2031146.125000 Penalty: 3138.320557
	Iteration 46Q: 3 clusters Score -2031146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2031147.500000 Penalty: 3138.320557
	Iteration 47Q: 3 clusters Score -2031148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2031151.250000 Penalty: 3138.320557
	Iteration 48Q: 3 clusters Score -2031151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2031148.625000 Penalty: 3138.320557
	Iteration 49Q: 3 clusters Score -2031149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2031147.375000 Penalty: 3138.320557
	Iteration 50Q: 3 clusters Score -2031147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2031146.750000 Penalty: 3138.320557
	Iteration 51Q: 3 clusters Score -2031147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2031145.625000 Penalty: 3138.320557
	Iteration 52Q: 3 clusters Score -2031146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2031149.625000 Penalty: 3138.320557
	Iteration 53Q: 3 clusters Score -2031150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2031151.000000 Penalty: 3138.320557
	Iteration 54Q: 3 clusters Score -2031151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2031154.500000 Penalty: 3138.320557
	Iteration 55Q: 3 clusters Score -2031154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2031154.875000 Penalty: 3138.320557
	Iteration 56Q: 3 clusters Score -2031155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2031154.500000 Penalty: 3138.320557
	Iteration 57Q: 3 clusters Score -2031154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2031155.750000 Penalty: 3138.320557
	Iteration 58Q: 3 clusters Score -2031156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2031156.375000 Penalty: 3138.320557
	Iteration 59Q: 3 clusters Score -2031156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2031156.375000 Penalty: 3138.320557
	Iteration 60F: 3 clusters Score -2031156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -158706.468750 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -158706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -157093.703125 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -157093.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157480.078125 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -157480.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157642.015625 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -157642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157765.625000 Penalty: 2324.232666
	Iteration 3F: 3 clusters Score -157765.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157854.546875 Penalty: 2324.232666
	Iteration 4F: 3 clusters Score -157854.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157902.750000 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -157902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157920.484375 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -157920.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157933.312500 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -157933.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157943.796875 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -157943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157951.046875 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -157951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157954.781250 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -157954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157956.609375 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -157956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157959.078125 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -157959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157961.984375 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -157962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157966.890625 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -157966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157969.781250 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -157969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157972.640625 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -157972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157973.921875 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -157973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157974.437500 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -157974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157974.671875 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -157974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157975.640625 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -157975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157977.640625 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -157977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157977.890625 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -157977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157977.890625 Penalty: 2324.232666
	Iteration 23F: 3 clusters Score -157977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -56064.972656 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -56064.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55094.042969 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -55094.04 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55347.437500 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -55347.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55455.425781 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -55455.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55532.054688 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -55532.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55559.851562 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -55559.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55568.351562 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -55568.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55581.179688 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -55581.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55587.660156 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -55587.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55591.906250 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -55591.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55593.593750 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -55593.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55599.875000 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -55599.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55602.523438 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -55602.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55603.671875 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -55603.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55605.707031 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -55605.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55605.707031 Penalty: 2012.517700
	Iteration 14F: 3 clusters Score -55605.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -44960.796875 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -44960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44077.031250 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -44077.03 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44326.250000 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -44326.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44481.179688 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -44481.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44549.226562 Penalty: 1938.997803
	Iteration 3F: 3 clusters Score -44549.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44598.789062 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -44598.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44621.417969 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -44621.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44622.316406 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -44622.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44622.316406 Penalty: 1938.997803
	Iteration 7F: 3 clusters Score -44622.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -618912.812500 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -618912.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -614903.562500 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -614903.6 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -616024.687500 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -616024.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -616344.750000 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -616344.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -616682.562500 Penalty: 2763.835205
	Iteration 3F: 3 clusters Score -616682.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -617076.937500 Penalty: 2763.835205
	Iteration 4F: 3 clusters Score -617076.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -617478.250000 Penalty: 2763.835205
	Iteration 5F: 3 clusters Score -617478.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -617898.500000 Penalty: 2763.835205
	Iteration 6F: 3 clusters Score -617898.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -618257.437500 Penalty: 2763.835205
	Iteration 7F: 3 clusters Score -618257.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -618456.312500 Penalty: 2763.835205
	Iteration 8Q: 3 clusters Score -618456.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -618560.750000 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -618560.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -618616.250000 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -618616.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -618652.500000 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -618652.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -618669.875000 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -618669.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -618680.375000 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -618680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -618685.375000 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -618685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -618689.562500 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -618689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -618693.125000 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -618693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -618693.375000 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -618693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -618697.750000 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -618697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -618699.000000 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -618699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -618700.312500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -618700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -618700.687500 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -618700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -618702.437500 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -618702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -618703.375000 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -618703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -618702.250000 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -618702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -618704.312500 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -618704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -618704.500000 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -618704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -618705.250000 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -618705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -618706.875000 Penalty: 2763.835205
	Iteration 28Q: 3 clusters Score -618706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -618707.000000 Penalty: 2763.835205
	Iteration 29Q: 3 clusters Score -618707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -618707.312500 Penalty: 2763.835205
	Iteration 30Q: 3 clusters Score -618707.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -618707.312500 Penalty: 2763.835205
	Iteration 31F: 3 clusters Score -618707.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -25011.406250 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -25011.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24118.894531 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -24118.89 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24737.742188 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -24737.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25145.121094 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -25145.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25441.193359 Penalty: 2034.364014
	Iteration 3F: 3 clusters Score -25441.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25596.355469 Penalty: 2034.364014
	Iteration 4F: 3 clusters Score -25596.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -25746.583984 Penalty: 2034.364014
	Iteration 5Q: 3 clusters Score -25746.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25953.097656 Penalty: 2034.364014
	Iteration 6Q: 3 clusters Score -25953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26031.298828 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -26031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26076.708984 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -26076.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26114.275391 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -26114.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26125.125000 Penalty: 2034.364014
	Iteration 10Q: 3 clusters Score -26125.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26136.931641 Penalty: 2034.364014
	Iteration 11F: 3 clusters Score -26136.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26189.669922 Penalty: 2034.364014
	Iteration 12Q: 3 clusters Score -26189.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26198.859375 Penalty: 2034.364014
	Iteration 13Q: 3 clusters Score -26198.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26200.224609 Penalty: 2034.364014
	Iteration 14Q: 3 clusters Score -26200.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26200.224609 Penalty: 2034.364014
	Iteration 15F: 3 clusters Score -26200.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 99334 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85958032.000000 Penalty: 98007.054688
Splitting cluster 7 changes total score from -85958248.000000 to -85958032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69787.000000 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69908.960938 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69908.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70005.304688 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70005.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -70037.796875 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -70037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -70055.804688 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -70097.648438 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70097.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -70121.351562 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70121.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -70151.968750 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70151.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -70175.937500 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70175.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -70183.968750 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70183.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -70189.718750 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70189.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -70190.882812 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70190.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -70191.937500 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -70191.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -70191.937500 Penalty: 1938.163208
	Iteration 13F: 3 clusters Score -70191.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -62119.281250 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -62119.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61030.070312 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -61030.07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61237.902344 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -61237.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61317.886719 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -61317.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61353.566406 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -61353.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61365.292969 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -61365.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61378.390625 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -61378.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61399.882812 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -61399.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61443.863281 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -61443.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61519.164062 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -61519.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61589.792969 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -61589.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61664.250000 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -61664.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61732.304688 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -61732.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61796.855469 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -61796.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61876.167969 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -61876.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61933.445312 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -61933.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61969.355469 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -61969.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61986.656250 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -61986.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62007.417969 Penalty: 2057.159424
	Iteration 17Q: 3 clusters Score -62007.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62053.429688 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -62053.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62075.285156 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -62075.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62086.734375 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -62086.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62101.378906 Penalty: 2057.159424
	Iteration 21Q: 3 clusters Score -62101.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62175.343750 Penalty: 2057.159424
	Iteration 22Q: 3 clusters Score -62175.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62226.484375 Penalty: 2057.159424
	Iteration 23Q: 3 clusters Score -62226.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62281.093750 Penalty: 2057.159424
	Iteration 24Q: 3 clusters Score -62281.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62303.519531 Penalty: 2057.159424
	Iteration 25Q: 3 clusters Score -62303.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62323.117188 Penalty: 2057.159424
	Iteration 26Q: 3 clusters Score -62323.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62340.339844 Penalty: 2057.159424
	Iteration 27Q: 3 clusters Score -62340.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62384.167969 Penalty: 2057.159424
	Iteration 28Q: 3 clusters Score -62384.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62440.402344 Penalty: 2057.159424
	Iteration 29Q: 3 clusters Score -62440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62453.960938 Penalty: 2057.159424
	Iteration 30Q: 3 clusters Score -62453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62453.960938 Penalty: 2057.159424
	Iteration 31F: 3 clusters Score -62453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 183 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 378 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 99334 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85957168.000000 Penalty: 98007.054688
Splitting cluster 9 changes total score from -85958248.000000 to -85957168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -2099831.000000 Penalty: 1576.860229
	Iteration 0F: 2 clusters Score -2099831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2088527.500000 Penalty: 3153.720459
	Iteration 0F: 3 clusters Score -2088528 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2092890.875000 Penalty: 3153.720459
	Iteration 1F: 3 clusters Score -2092891 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2093903.875000 Penalty: 3153.720459
	Iteration 2F: 3 clusters Score -2093904 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2095131.000000 Penalty: 3153.720459
	Iteration 3F: 3 clusters Score -2095131 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2096292.250000 Penalty: 3153.720459
	Iteration 4F: 3 clusters Score -2096292 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2097134.125000 Penalty: 3153.720459
	Iteration 5F: 3 clusters Score -2097134 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2097666.000000 Penalty: 3153.720459
	Iteration 6F: 3 clusters Score -2097666 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2097939.750000 Penalty: 3153.720459
	Iteration 7Q: 3 clusters Score -2097940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2098098.000000 Penalty: 3153.720459
	Iteration 8Q: 3 clusters Score -2098098 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2098232.500000 Penalty: 3153.720459
	Iteration 9Q: 3 clusters Score -2098232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2098346.250000 Penalty: 3153.720459
	Iteration 10Q: 3 clusters Score -2098346 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2098442.500000 Penalty: 3153.720459
	Iteration 11Q: 3 clusters Score -2098442 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2098518.000000 Penalty: 3153.720459
	Iteration 12Q: 3 clusters Score -2098518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2098605.750000 Penalty: 3153.720459
	Iteration 13Q: 3 clusters Score -2098606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2098697.000000 Penalty: 3153.720459
	Iteration 14Q: 3 clusters Score -2098697 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2098778.000000 Penalty: 3153.720459
	Iteration 15Q: 3 clusters Score -2098778 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2098854.750000 Penalty: 3153.720459
	Iteration 16Q: 3 clusters Score -2098855 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2098918.500000 Penalty: 3153.720459
	Iteration 17Q: 3 clusters Score -2098918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2098969.500000 Penalty: 3153.720459
	Iteration 18Q: 3 clusters Score -2098970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2098999.750000 Penalty: 3153.720459
	Iteration 19Q: 3 clusters Score -2099000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2099021.750000 Penalty: 3153.720459
	Iteration 20F: 3 clusters Score -2099022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2099041.750000 Penalty: 3153.720459
	Iteration 21Q: 3 clusters Score -2099042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2099065.750000 Penalty: 3153.720459
	Iteration 22Q: 3 clusters Score -2099066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2099099.250000 Penalty: 3153.720459
	Iteration 23Q: 3 clusters Score -2099099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2099111.250000 Penalty: 3153.720459
	Iteration 24Q: 3 clusters Score -2099111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2099116.000000 Penalty: 3153.720459
	Iteration 25Q: 3 clusters Score -2099116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2099125.750000 Penalty: 3153.720459
	Iteration 26Q: 3 clusters Score -2099126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2099132.250000 Penalty: 3153.720459
	Iteration 27Q: 3 clusters Score -2099132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2099133.750000 Penalty: 3153.720459
	Iteration 28Q: 3 clusters Score -2099134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2099142.000000 Penalty: 3153.720459
	Iteration 29Q: 3 clusters Score -2099142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2099149.000000 Penalty: 3153.720459
	Iteration 30Q: 3 clusters Score -2099149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2099154.750000 Penalty: 3153.720459
	Iteration 31Q: 3 clusters Score -2099155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2099165.000000 Penalty: 3153.720459
	Iteration 32Q: 3 clusters Score -2099165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2099171.750000 Penalty: 3153.720459
	Iteration 33Q: 3 clusters Score -2099172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2099179.000000 Penalty: 3153.720459
	Iteration 34Q: 3 clusters Score -2099179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2099182.750000 Penalty: 3153.720459
	Iteration 35Q: 3 clusters Score -2099183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2099190.250000 Penalty: 3153.720459
	Iteration 36Q: 3 clusters Score -2099190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2099203.750000 Penalty: 3153.720459
	Iteration 37Q: 3 clusters Score -2099204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2099223.250000 Penalty: 3153.720459
	Iteration 38Q: 3 clusters Score -2099223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2099261.000000 Penalty: 3153.720459
	Iteration 39Q: 3 clusters Score -2099261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2099289.000000 Penalty: 3153.720459
	Iteration 40F: 3 clusters Score -2099289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2099316.750000 Penalty: 3153.720459
	Iteration 41Q: 3 clusters Score -2099317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2099353.750000 Penalty: 3153.720459
	Iteration 42Q: 3 clusters Score -2099354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2099376.250000 Penalty: 3153.720459
	Iteration 43Q: 3 clusters Score -2099376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2099391.250000 Penalty: 3153.720459
	Iteration 44Q: 3 clusters Score -2099391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2099402.000000 Penalty: 3153.720459
	Iteration 45Q: 3 clusters Score -2099402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2099408.000000 Penalty: 3153.720459
	Iteration 46Q: 3 clusters Score -2099408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2099413.250000 Penalty: 3153.720459
	Iteration 47Q: 3 clusters Score -2099413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2099416.500000 Penalty: 3153.720459
	Iteration 48Q: 3 clusters Score -2099416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2099431.000000 Penalty: 3153.720459
	Iteration 49Q: 3 clusters Score -2099431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2099445.000000 Penalty: 3153.720459
	Iteration 50Q: 3 clusters Score -2099445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2099470.000000 Penalty: 3153.720459
	Iteration 51Q: 3 clusters Score -2099470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2099520.500000 Penalty: 3153.720459
	Iteration 52Q: 3 clusters Score -2099520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2099606.500000 Penalty: 3153.720459
	Iteration 53Q: 3 clusters Score -2099606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2099680.250000 Penalty: 3153.720459
	Iteration 54Q: 3 clusters Score -2099680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2099724.500000 Penalty: 3153.720459
	Iteration 55Q: 3 clusters Score -2099724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2099771.500000 Penalty: 3153.720459
	Iteration 56Q: 3 clusters Score -2099772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2099788.250000 Penalty: 3153.720459
	Iteration 57Q: 3 clusters Score -2099788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2099796.750000 Penalty: 3153.720459
	Iteration 58Q: 3 clusters Score -2099797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2099804.750000 Penalty: 3153.720459
	Iteration 59Q: 3 clusters Score -2099805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2099810.750000 Penalty: 3153.720459
	Iteration 60F: 3 clusters Score -2099811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2099809.250000 Penalty: 3153.720459
	Iteration 61Q: 3 clusters Score -2099809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2099809.500000 Penalty: 3153.720459
	Iteration 62Q: 3 clusters Score -2099810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2099811.500000 Penalty: 3153.720459
	Iteration 63Q: 3 clusters Score -2099812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2099812.000000 Penalty: 3153.720459
	Iteration 64Q: 3 clusters Score -2099812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2099812.000000 Penalty: 3153.720459
	Iteration 65F: 3 clusters Score -2099812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Entering Unmasked Estep 
Score: -3604874.500000 Penalty: 1660.870361
	Iteration 0F: 2 clusters Score -3604874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3586401.500000 Penalty: 3321.740723
	Iteration 0F: 3 clusters Score -3586402 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3593371.000000 Penalty: 3321.740723
	Iteration 1F: 3 clusters Score -3593371 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3593907.500000 Penalty: 3321.740723
	Iteration 2F: 3 clusters Score -3593908 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3594481.000000 Penalty: 3321.740723
	Iteration 3F: 3 clusters Score -3594481 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3595181.250000 Penalty: 3321.740723
	Iteration 4F: 3 clusters Score -3595181 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3596130.750000 Penalty: 3321.740723
	Iteration 5F: 3 clusters Score -3596131 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3597297.500000 Penalty: 3321.740723
	Iteration 6F: 3 clusters Score -3597298 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3598654.750000 Penalty: 3321.740723
	Iteration 7F: 3 clusters Score -3598655 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3599897.500000 Penalty: 3321.740723
	Iteration 8F: 3 clusters Score -3599898 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3600873.500000 Penalty: 3321.740723
	Iteration 9Q: 3 clusters Score -3600874 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3601691.750000 Penalty: 3321.740723
	Iteration 10Q: 3 clusters Score -3601692 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3602318.500000 Penalty: 3321.740723
	Iteration 11Q: 3 clusters Score -3602318 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3602740.000000 Penalty: 3321.740723
	Iteration 12Q: 3 clusters Score -3602740 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3603021.000000 Penalty: 3321.740723
	Iteration 13Q: 3 clusters Score -3603021 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3603194.750000 Penalty: 3321.740723
	Iteration 14Q: 3 clusters Score -3603195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3603313.250000 Penalty: 3321.740723
	Iteration 15Q: 3 clusters Score -3603313 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3603414.000000 Penalty: 3321.740723
	Iteration 16Q: 3 clusters Score -3603414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3603478.250000 Penalty: 3321.740723
	Iteration 17Q: 3 clusters Score -3603478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3603502.500000 Penalty: 3321.740723
	Iteration 18Q: 3 clusters Score -3603502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3603539.750000 Penalty: 3321.740723
	Iteration 19Q: 3 clusters Score -3603540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3603558.500000 Penalty: 3321.740723
	Iteration 20F: 3 clusters Score -3603558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3603565.750000 Penalty: 3321.740723
	Iteration 21Q: 3 clusters Score -3603566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3603575.250000 Penalty: 3321.740723
	Iteration 22Q: 3 clusters Score -3603575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3603578.000000 Penalty: 3321.740723
	Iteration 23Q: 3 clusters Score -3603578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3603580.500000 Penalty: 3321.740723
	Iteration 24Q: 3 clusters Score -3603580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3603591.000000 Penalty: 3321.740723
	Iteration 25Q: 3 clusters Score -3603591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3603593.250000 Penalty: 3321.740723
	Iteration 26Q: 3 clusters Score -3603593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3603594.500000 Penalty: 3321.740723
	Iteration 27Q: 3 clusters Score -3603594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3603595.000000 Penalty: 3321.740723
	Iteration 28Q: 3 clusters Score -3603595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3603595.000000 Penalty: 3321.740723
	Iteration 29F: 3 clusters Score -3603595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -38047.750000 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -38047.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37063.636719 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -37063.64 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37399.667969 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -37399.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37601.687500 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -37601.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37696.609375 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -37696.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37797.246094 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -37797.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37846.953125 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -37846.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37887.054688 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -37887.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37928.441406 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -37928.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37950.726562 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -37950.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38014.945312 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -38014.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38054.050781 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -38054.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38095.132812 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -38095.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38121.847656 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -38121.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38149.914062 Penalty: 2028.089600
	Iteration 13Q: 3 clusters Score -38149.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38191.406250 Penalty: 2028.089600
	Iteration 14Q: 3 clusters Score -38191.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38204.109375 Penalty: 2028.089600
	Iteration 15Q: 3 clusters Score -38204.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38207.277344 Penalty: 2028.089600
	Iteration 16Q: 3 clusters Score -38207.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38210.882812 Penalty: 2028.089600
	Iteration 17Q: 3 clusters Score -38210.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38216.949219 Penalty: 2028.089600
	Iteration 18Q: 3 clusters Score -38216.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38220.988281 Penalty: 2028.089600
	Iteration 19Q: 3 clusters Score -38220.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38257.042969 Penalty: 2028.089600
	Iteration 20F: 3 clusters Score -38257.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38299.449219 Penalty: 2028.089600
	Iteration 21Q: 3 clusters Score -38299.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38346.343750 Penalty: 2028.089600
	Iteration 22Q: 3 clusters Score -38346.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38364.414062 Penalty: 2028.089600
	Iteration 23Q: 3 clusters Score -38364.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38374.773438 Penalty: 2028.089600
	Iteration 24Q: 3 clusters Score -38374.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38375.761719 Penalty: 2028.089600
	Iteration 25Q: 3 clusters Score -38375.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38378.425781 Penalty: 2028.089600
	Iteration 26Q: 3 clusters Score -38378.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38379.113281 Penalty: 2028.089600
	Iteration 27Q: 3 clusters Score -38379.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38380.675781 Penalty: 2028.089600
	Iteration 28Q: 3 clusters Score -38380.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38384.664062 Penalty: 2028.089600
	Iteration 29Q: 3 clusters Score -38384.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38388.253906 Penalty: 2028.089600
	Iteration 30Q: 3 clusters Score -38388.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38402.394531 Penalty: 2028.089600
	Iteration 31Q: 3 clusters Score -38402.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38422.757812 Penalty: 2028.089600
	Iteration 32Q: 3 clusters Score -38422.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38444.710938 Penalty: 2028.089600
	Iteration 33Q: 3 clusters Score -38444.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38447.691406 Penalty: 2028.089600
	Iteration 34Q: 3 clusters Score -38447.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38449.269531 Penalty: 2028.089600
	Iteration 35F: 3 clusters Score -38449.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38466.625000 Penalty: 2028.089600
	Iteration 36Q: 3 clusters Score -38466.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38467.875000 Penalty: 2028.089600
	Iteration 37Q: 3 clusters Score -38467.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38468.570312 Penalty: 2028.089600
	Iteration 38Q: 3 clusters Score -38468.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38468.570312 Penalty: 2028.089600
	Iteration 39F: 3 clusters Score -38468.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 203 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 310 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 99334 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85957264.000000 Penalty: 98007.054688
Splitting cluster 12 changes total score from -85958248.000000 to -85957264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (61371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Entering Unmasked Estep 
Score: -8156997.500000 Penalty: 1791.512573
	Iteration 0F: 2 clusters Score -8156998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -8116499.000000 Penalty: 3583.025146
	Iteration 0F: 3 clusters Score -8116499 nChanged 28930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -8133203.500000 Penalty: 3583.025146
	Iteration 1F: 3 clusters Score -8133204 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -8134264.500000 Penalty: 3583.025146
	Iteration 2Q: 3 clusters Score -8134264 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8135791.500000 Penalty: 3583.025146
	Iteration 3Q: 3 clusters Score -8135792 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -8137802.500000 Penalty: 3583.025146
	Iteration 4F: 3 clusters Score -8137802 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8140302.500000 Penalty: 3583.025146
	Iteration 5F: 3 clusters Score -8140302 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8143227.000000 Penalty: 3583.025146
	Iteration 6F: 3 clusters Score -8143227 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -8146066.000000 Penalty: 3583.025146
	Iteration 7F: 3 clusters Score -8146066 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -8148647.000000 Penalty: 3583.025146
	Iteration 8F: 3 clusters Score -8148647 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -8150562.000000 Penalty: 3583.025146
	Iteration 9Q: 3 clusters Score -8150562 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -8151896.000000 Penalty: 3583.025146
	Iteration 10Q: 3 clusters Score -8151896 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -8152843.500000 Penalty: 3583.025146
	Iteration 11Q: 3 clusters Score -8152844 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -8153509.500000 Penalty: 3583.025146
	Iteration 12Q: 3 clusters Score -8153510 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -8153984.000000 Penalty: 3583.025146
	Iteration 13Q: 3 clusters Score -8153984 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -8154321.000000 Penalty: 3583.025146
	Iteration 14Q: 3 clusters Score -8154321 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -8154598.000000 Penalty: 3583.025146
	Iteration 15Q: 3 clusters Score -8154598 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8154800.500000 Penalty: 3583.025146
	Iteration 16Q: 3 clusters Score -8154800 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -8154951.500000 Penalty: 3583.025146
	Iteration 17Q: 3 clusters Score -8154952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -8155057.000000 Penalty: 3583.025146
	Iteration 18Q: 3 clusters Score -8155057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -8155142.000000 Penalty: 3583.025146
	Iteration 19Q: 3 clusters Score -8155142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -8155209.500000 Penalty: 3583.025146
	Iteration 20F: 3 clusters Score -8155210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -8155261.000000 Penalty: 3583.025146
	Iteration 21Q: 3 clusters Score -8155261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -8155307.000000 Penalty: 3583.025146
	Iteration 22Q: 3 clusters Score -8155307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -8155328.500000 Penalty: 3583.025146
	Iteration 23Q: 3 clusters Score -8155328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -8155343.500000 Penalty: 3583.025146
	Iteration 24Q: 3 clusters Score -8155344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -8155377.000000 Penalty: 3583.025146
	Iteration 25Q: 3 clusters Score -8155377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -8155381.000000 Penalty: 3583.025146
	Iteration 26Q: 3 clusters Score -8155381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -8155397.000000 Penalty: 3583.025146
	Iteration 27Q: 3 clusters Score -8155397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -8155417.000000 Penalty: 3583.025146
	Iteration 28Q: 3 clusters Score -8155417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -8155438.000000 Penalty: 3583.025146
	Iteration 29Q: 3 clusters Score -8155438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -8155448.500000 Penalty: 3583.025146
	Iteration 30Q: 3 clusters Score -8155448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -8155449.000000 Penalty: 3583.025146
	Iteration 31Q: 3 clusters Score -8155449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -8155458.000000 Penalty: 3583.025146
	Iteration 32Q: 3 clusters Score -8155458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -8155463.500000 Penalty: 3583.025146
	Iteration 33Q: 3 clusters Score -8155464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8155475.500000 Penalty: 3583.025146
	Iteration 34Q: 3 clusters Score -8155476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -8155489.500000 Penalty: 3583.025146
	Iteration 35Q: 3 clusters Score -8155490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -8155497.000000 Penalty: 3583.025146
	Iteration 36Q: 3 clusters Score -8155497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -8155503.500000 Penalty: 3583.025146
	Iteration 37Q: 3 clusters Score -8155504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -8155501.500000 Penalty: 3583.025146
	Iteration 38Q: 3 clusters Score -8155502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8155506.500000 Penalty: 3583.025146
	Iteration 39Q: 3 clusters Score -8155506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -8155500.500000 Penalty: 3583.025146
	Iteration 40F: 3 clusters Score -8155500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8155504.000000 Penalty: 3583.025146
	Iteration 41Q: 3 clusters Score -8155504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8155507.000000 Penalty: 3583.025146
	Iteration 42Q: 3 clusters Score -8155507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -8155509.000000 Penalty: 3583.025146
	Iteration 43Q: 3 clusters Score -8155509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -8155507.500000 Penalty: 3583.025146
	Iteration 44Q: 3 clusters Score -8155508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -8155513.000000 Penalty: 3583.025146
	Iteration 45Q: 3 clusters Score -8155513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -8155513.000000 Penalty: 3583.025146
	Iteration 46F: 3 clusters Score -8155513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46745.832031 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -46745.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45731.472656 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -45731.47 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45919.421875 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -45919.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45989.261719 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -45989.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46081.871094 Penalty: 1998.945923
	Iteration 3F: 3 clusters Score -46081.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46184.222656 Penalty: 1998.945923
	Iteration 4F: 3 clusters Score -46184.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46205.199219 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -46205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46228.296875 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -46228.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46265.675781 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -46265.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46302.132812 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -46302.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46326.980469 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -46326.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46341.699219 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -46341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46356.269531 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -46356.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46356.542969 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -46356.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46357.855469 Penalty: 1998.945923
	Iteration 13Q: 3 clusters Score -46357.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46370.250000 Penalty: 1998.945923
	Iteration 14Q: 3 clusters Score -46370.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46370.835938 Penalty: 1998.945923
	Iteration 15Q: 3 clusters Score -46370.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46370.835938 Penalty: 1998.945923
	Iteration 16F: 3 clusters Score -46370.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Entering Unmasked Estep 
Score: -11147310.000000 Penalty: 1841.808472
	Iteration 0F: 2 clusters Score -1.114731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -11098007.000000 Penalty: 3683.616943
	Iteration 0F: 3 clusters Score -1.109801e+07 nChanged 40077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -11121827.000000 Penalty: 3683.616943
	Iteration 1F: 3 clusters Score -1.112183e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -11123062.000000 Penalty: 3683.616943
	Iteration 2Q: 3 clusters Score -1.112306e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -11124928.000000 Penalty: 3683.616943
	Iteration 3F: 3 clusters Score -1.112493e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -11127833.000000 Penalty: 3683.616943
	Iteration 4F: 3 clusters Score -1.112783e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -11132106.000000 Penalty: 3683.616943
	Iteration 5F: 3 clusters Score -1.113211e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -11136982.000000 Penalty: 3683.616943
	Iteration 6F: 3 clusters Score -1.113698e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -11140812.000000 Penalty: 3683.616943
	Iteration 7F: 3 clusters Score -1.114081e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -11143073.000000 Penalty: 3683.616943
	Iteration 8Q: 3 clusters Score -1.114307e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -11144230.000000 Penalty: 3683.616943
	Iteration 9Q: 3 clusters Score -1.114423e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -11144816.000000 Penalty: 3683.616943
	Iteration 10Q: 3 clusters Score -1.114482e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -11145002.000000 Penalty: 3683.616943
	Iteration 11Q: 3 clusters Score -1.1145e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -11145214.000000 Penalty: 3683.616943
	Iteration 12Q: 3 clusters Score -1.114521e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -11145399.000000 Penalty: 3683.616943
	Iteration 13Q: 3 clusters Score -1.11454e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -11145426.000000 Penalty: 3683.616943
	Iteration 14Q: 3 clusters Score -1.114543e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -11145551.000000 Penalty: 3683.616943
	Iteration 15Q: 3 clusters Score -1.114555e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -11145572.000000 Penalty: 3683.616943
	Iteration 16Q: 3 clusters Score -1.114557e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -11145620.000000 Penalty: 3683.616943
	Iteration 17Q: 3 clusters Score -1.114562e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -11145694.000000 Penalty: 3683.616943
	Iteration 18Q: 3 clusters Score -1.114569e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -11145706.000000 Penalty: 3683.616943
	Iteration 19Q: 3 clusters Score -1.114571e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -11145729.000000 Penalty: 3683.616943
	Iteration 20F: 3 clusters Score -1.114573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -11145747.000000 Penalty: 3683.616943
	Iteration 21Q: 3 clusters Score -1.114575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -11145787.000000 Penalty: 3683.616943
	Iteration 22Q: 3 clusters Score -1.114579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -11145808.000000 Penalty: 3683.616943
	Iteration 23Q: 3 clusters Score -1.114581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -11145822.000000 Penalty: 3683.616943
	Iteration 24Q: 3 clusters Score -1.114582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -11145831.000000 Penalty: 3683.616943
	Iteration 25Q: 3 clusters Score -1.114583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -11145842.000000 Penalty: 3683.616943
	Iteration 26Q: 3 clusters Score -1.114584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11145843.000000 Penalty: 3683.616943
	Iteration 27Q: 3 clusters Score -1.114584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -11145844.000000 Penalty: 3683.616943
	Iteration 28Q: 3 clusters Score -1.114584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -11145839.000000 Penalty: 3683.616943
	Iteration 29Q: 3 clusters Score -1.114584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -11145844.000000 Penalty: 3683.616943
	Iteration 30Q: 3 clusters Score -1.114584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -11145846.000000 Penalty: 3683.616943
	Iteration 31Q: 3 clusters Score -1.114585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -11145853.000000 Penalty: 3683.616943
	Iteration 32Q: 3 clusters Score -1.114585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -11145851.000000 Penalty: 3683.616943
	Iteration 33Q: 3 clusters Score -1.114585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -11145857.000000 Penalty: 3683.616943
	Iteration 34Q: 3 clusters Score -1.114586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -11145858.000000 Penalty: 3683.616943
	Iteration 35Q: 3 clusters Score -1.114586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 3683.616943
	Iteration 36Q: 3 clusters Score -1.114585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11145849.000000 Penalty: 3683.616943
	Iteration 37Q: 3 clusters Score -1.114585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -11145850.000000 Penalty: 3683.616943
	Iteration 38Q: 3 clusters Score -1.114585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -11145850.000000 Penalty: 3683.616943
	Iteration 39F: 3 clusters Score -1.114585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67621.859375 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -67621.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66503.000000 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -66503 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66778.468750 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -66778.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66943.554688 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -66943.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67060.820312 Penalty: 2083.306885
	Iteration 3F: 3 clusters Score -67060.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67188.187500 Penalty: 2083.306885
	Iteration 4F: 3 clusters Score -67188.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67265.085938 Penalty: 2083.306885
	Iteration 5F: 3 clusters Score -67265.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67298.125000 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -67298.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67321.164062 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -67321.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67345.148438 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -67345.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67371.835938 Penalty: 2083.306885
	Iteration 9Q: 3 clusters Score -67371.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67403.695312 Penalty: 2083.306885
	Iteration 10Q: 3 clusters Score -67403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67420.375000 Penalty: 2083.306885
	Iteration 11Q: 3 clusters Score -67420.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67427.664062 Penalty: 2083.306885
	Iteration 12Q: 3 clusters Score -67427.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67432.007812 Penalty: 2083.306885
	Iteration 13Q: 3 clusters Score -67432.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67434.289062 Penalty: 2083.306885
	Iteration 14Q: 3 clusters Score -67434.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67434.289062 Penalty: 2083.306885
	Iteration 15F: 3 clusters Score -67434.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210032.750000 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -210032.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210354.968750 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210435.062500 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210435.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210471.328125 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -210471.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210494.859375 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210494.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -210514.375000 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -210522.109375 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -210528.125000 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210532.718750 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210535.593750 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210538.953125 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210543.312500 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210544.625000 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210547.156250 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210550.578125 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -210551.906250 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -210553.000000 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210553.812500 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210553.812500 Penalty: 2335.004395
	Iteration 18F: 3 clusters Score -210553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -43185.261719 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -43185.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42357.781250 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -42357.78 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42759.710938 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -42759.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42939.785156 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -42939.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43012.582031 Penalty: 2004.442871
	Iteration 3Q: 3 clusters Score -43012.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43069.566406 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -43069.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43106.074219 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -43106.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43110.781250 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -43110.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43110.781250 Penalty: 2004.442871
	Iteration 7F: 3 clusters Score -43110.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Entering Unmasked Estep 
Score: -6666746.000000 Penalty: 1758.765503
	Iteration 0F: 2 clusters Score -6666746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6633818.500000 Penalty: 3517.531006
	Iteration 0F: 3 clusters Score -6633818 nChanged 23536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -6647221.500000 Penalty: 3517.531006
	Iteration 1F: 3 clusters Score -6647222 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6647754.500000 Penalty: 3517.531006
	Iteration 2Q: 3 clusters Score -6647754 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6648170.500000 Penalty: 3517.531006
	Iteration 3Q: 3 clusters Score -6648170 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -6648685.000000 Penalty: 3517.531006
	Iteration 4Q: 3 clusters Score -6648685 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6649307.500000 Penalty: 3517.531006
	Iteration 5Q: 3 clusters Score -6649308 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -6650170.500000 Penalty: 3517.531006
	Iteration 6Q: 3 clusters Score -6650170 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6651435.500000 Penalty: 3517.531006
	Iteration 7Q: 3 clusters Score -6651436 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -6653309.000000 Penalty: 3517.531006
	Iteration 8F: 3 clusters Score -6653309 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -6655664.000000 Penalty: 3517.531006
	Iteration 9F: 3 clusters Score -6655664 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6657885.000000 Penalty: 3517.531006
	Iteration 10F: 3 clusters Score -6657885 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -6659732.000000 Penalty: 3517.531006
	Iteration 11Q: 3 clusters Score -6659732 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6660978.000000 Penalty: 3517.531006
	Iteration 12Q: 3 clusters Score -6660978 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6661799.000000 Penalty: 3517.531006
	Iteration 13Q: 3 clusters Score -6661799 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -6662337.000000 Penalty: 3517.531006
	Iteration 14Q: 3 clusters Score -6662337 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -6662778.500000 Penalty: 3517.531006
	Iteration 15Q: 3 clusters Score -6662778 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6663126.500000 Penalty: 3517.531006
	Iteration 16Q: 3 clusters Score -6663126 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6663492.500000 Penalty: 3517.531006
	Iteration 17Q: 3 clusters Score -6663492 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -6663712.500000 Penalty: 3517.531006
	Iteration 18Q: 3 clusters Score -6663712 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6663960.500000 Penalty: 3517.531006
	Iteration 19Q: 3 clusters Score -6663960 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6664204.500000 Penalty: 3517.531006
	Iteration 20F: 3 clusters Score -6664204 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6664402.000000 Penalty: 3517.531006
	Iteration 21Q: 3 clusters Score -6664402 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6664542.000000 Penalty: 3517.531006
	Iteration 22Q: 3 clusters Score -6664542 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6664657.000000 Penalty: 3517.531006
	Iteration 23Q: 3 clusters Score -6664657 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6664740.000000 Penalty: 3517.531006
	Iteration 24Q: 3 clusters Score -6664740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6664819.000000 Penalty: 3517.531006
	Iteration 25Q: 3 clusters Score -6664819 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6664899.000000 Penalty: 3517.531006
	Iteration 26Q: 3 clusters Score -6664899 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6664940.500000 Penalty: 3517.531006
	Iteration 27Q: 3 clusters Score -6664940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6665002.000000 Penalty: 3517.531006
	Iteration 28Q: 3 clusters Score -6665002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6665031.500000 Penalty: 3517.531006
	Iteration 29Q: 3 clusters Score -6665032 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6665093.500000 Penalty: 3517.531006
	Iteration 30Q: 3 clusters Score -6665094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6665118.500000 Penalty: 3517.531006
	Iteration 31Q: 3 clusters Score -6665118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6665131.500000 Penalty: 3517.531006
	Iteration 32Q: 3 clusters Score -6665132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6665165.500000 Penalty: 3517.531006
	Iteration 33Q: 3 clusters Score -6665166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6665187.000000 Penalty: 3517.531006
	Iteration 34Q: 3 clusters Score -6665187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6665206.500000 Penalty: 3517.531006
	Iteration 35Q: 3 clusters Score -6665206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6665219.000000 Penalty: 3517.531006
	Iteration 36Q: 3 clusters Score -6665219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6665233.500000 Penalty: 3517.531006
	Iteration 37Q: 3 clusters Score -6665234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6665238.500000 Penalty: 3517.531006
	Iteration 38Q: 3 clusters Score -6665238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6665252.000000 Penalty: 3517.531006
	Iteration 39Q: 3 clusters Score -6665252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6665264.000000 Penalty: 3517.531006
	Iteration 40F: 3 clusters Score -6665264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6665271.000000 Penalty: 3517.531006
	Iteration 41Q: 3 clusters Score -6665271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6665277.500000 Penalty: 3517.531006
	Iteration 42Q: 3 clusters Score -6665278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6665281.000000 Penalty: 3517.531006
	Iteration 43Q: 3 clusters Score -6665281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6665290.000000 Penalty: 3517.531006
	Iteration 44Q: 3 clusters Score -6665290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6665301.500000 Penalty: 3517.531006
	Iteration 45Q: 3 clusters Score -6665302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6665301.000000 Penalty: 3517.531006
	Iteration 46Q: 3 clusters Score -6665301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6665297.000000 Penalty: 3517.531006
	Iteration 47Q: 3 clusters Score -6665297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6665299.500000 Penalty: 3517.531006
	Iteration 48Q: 3 clusters Score -6665300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6665295.500000 Penalty: 3517.531006
	Iteration 49Q: 3 clusters Score -6665296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6665296.500000 Penalty: 3517.531006
	Iteration 50Q: 3 clusters Score -6665296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6665312.000000 Penalty: 3517.531006
	Iteration 51Q: 3 clusters Score -6665312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6665310.500000 Penalty: 3517.531006
	Iteration 52Q: 3 clusters Score -6665310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6665310.500000 Penalty: 3517.531006
	Iteration 53Q: 3 clusters Score -6665310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6665314.000000 Penalty: 3517.531006
	Iteration 54Q: 3 clusters Score -6665314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6665311.500000 Penalty: 3517.531006
	Iteration 55Q: 3 clusters Score -6665312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6665311.500000 Penalty: 3517.531006
	Iteration 56F: 3 clusters Score -6665312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Entering Unmasked Estep 
Score: -1751114.500000 Penalty: 1545.735962
	Iteration 0F: 2 clusters Score -1751114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1741646.125000 Penalty: 3091.471924
	Iteration 0F: 3 clusters Score -1741646 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1744924.875000 Penalty: 3091.471924
	Iteration 1F: 3 clusters Score -1744925 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1745156.375000 Penalty: 3091.471924
	Iteration 2F: 3 clusters Score -1745156 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1745344.375000 Penalty: 3091.471924
	Iteration 3Q: 3 clusters Score -1745344 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1745515.000000 Penalty: 3091.471924
	Iteration 4Q: 3 clusters Score -1745515 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1745664.625000 Penalty: 3091.471924
	Iteration 5Q: 3 clusters Score -1745665 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1745845.375000 Penalty: 3091.471924
	Iteration 6Q: 3 clusters Score -1745845 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1746025.500000 Penalty: 3091.471924
	Iteration 7Q: 3 clusters Score -1746026 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1746279.125000 Penalty: 3091.471924
	Iteration 8Q: 3 clusters Score -1746279 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1746562.125000 Penalty: 3091.471924
	Iteration 9Q: 3 clusters Score -1746562 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1746888.125000 Penalty: 3091.471924
	Iteration 10Q: 3 clusters Score -1746888 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1747209.500000 Penalty: 3091.471924
	Iteration 11Q: 3 clusters Score -1747210 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1747518.500000 Penalty: 3091.471924
	Iteration 12Q: 3 clusters Score -1747518 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1747785.500000 Penalty: 3091.471924
	Iteration 13Q: 3 clusters Score -1747786 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1747983.500000 Penalty: 3091.471924
	Iteration 14Q: 3 clusters Score -1747984 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1748150.000000 Penalty: 3091.471924
	Iteration 15Q: 3 clusters Score -1748150 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1748306.875000 Penalty: 3091.471924
	Iteration 16Q: 3 clusters Score -1748307 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1748448.875000 Penalty: 3091.471924
	Iteration 17Q: 3 clusters Score -1748449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1748562.375000 Penalty: 3091.471924
	Iteration 18Q: 3 clusters Score -1748562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1748687.500000 Penalty: 3091.471924
	Iteration 19Q: 3 clusters Score -1748688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1748821.500000 Penalty: 3091.471924
	Iteration 20F: 3 clusters Score -1748822 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1748928.750000 Penalty: 3091.471924
	Iteration 21Q: 3 clusters Score -1748929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1749015.500000 Penalty: 3091.471924
	Iteration 22Q: 3 clusters Score -1749016 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1749099.625000 Penalty: 3091.471924
	Iteration 23Q: 3 clusters Score -1749100 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1749183.750000 Penalty: 3091.471924
	Iteration 24Q: 3 clusters Score -1749184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1749261.250000 Penalty: 3091.471924
	Iteration 25Q: 3 clusters Score -1749261 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1749335.250000 Penalty: 3091.471924
	Iteration 26Q: 3 clusters Score -1749335 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1749400.375000 Penalty: 3091.471924
	Iteration 27Q: 3 clusters Score -1749400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1749457.625000 Penalty: 3091.471924
	Iteration 28Q: 3 clusters Score -1749458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1749494.125000 Penalty: 3091.471924
	Iteration 29Q: 3 clusters Score -1749494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1749528.125000 Penalty: 3091.471924
	Iteration 30Q: 3 clusters Score -1749528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1749567.125000 Penalty: 3091.471924
	Iteration 31Q: 3 clusters Score -1749567 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1749606.500000 Penalty: 3091.471924
	Iteration 32Q: 3 clusters Score -1749606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1749646.375000 Penalty: 3091.471924
	Iteration 33Q: 3 clusters Score -1749646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1749671.375000 Penalty: 3091.471924
	Iteration 34Q: 3 clusters Score -1749671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1749698.000000 Penalty: 3091.471924
	Iteration 35Q: 3 clusters Score -1749698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1749717.125000 Penalty: 3091.471924
	Iteration 36Q: 3 clusters Score -1749717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1749730.375000 Penalty: 3091.471924
	Iteration 37Q: 3 clusters Score -1749730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1749745.875000 Penalty: 3091.471924
	Iteration 38Q: 3 clusters Score -1749746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1749764.375000 Penalty: 3091.471924
	Iteration 39Q: 3 clusters Score -1749764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1749770.375000 Penalty: 3091.471924
	Iteration 40F: 3 clusters Score -1749770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1749782.625000 Penalty: 3091.471924
	Iteration 41Q: 3 clusters Score -1749783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1749795.125000 Penalty: 3091.471924
	Iteration 42Q: 3 clusters Score -1749795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1749799.750000 Penalty: 3091.471924
	Iteration 43Q: 3 clusters Score -1749800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1749803.000000 Penalty: 3091.471924
	Iteration 44Q: 3 clusters Score -1749803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1749806.750000 Penalty: 3091.471924
	Iteration 45Q: 3 clusters Score -1749807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1749809.750000 Penalty: 3091.471924
	Iteration 46Q: 3 clusters Score -1749810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1749809.875000 Penalty: 3091.471924
	Iteration 47Q: 3 clusters Score -1749810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1749816.000000 Penalty: 3091.471924
	Iteration 48Q: 3 clusters Score -1749816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1749820.500000 Penalty: 3091.471924
	Iteration 49Q: 3 clusters Score -1749820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1749828.875000 Penalty: 3091.471924
	Iteration 50Q: 3 clusters Score -1749829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1749830.875000 Penalty: 3091.471924
	Iteration 51Q: 3 clusters Score -1749831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1749835.375000 Penalty: 3091.471924
	Iteration 52Q: 3 clusters Score -1749835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1749838.250000 Penalty: 3091.471924
	Iteration 53Q: 3 clusters Score -1749838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1749842.250000 Penalty: 3091.471924
	Iteration 54Q: 3 clusters Score -1749842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1749846.375000 Penalty: 3091.471924
	Iteration 55Q: 3 clusters Score -1749846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1749849.750000 Penalty: 3091.471924
	Iteration 56Q: 3 clusters Score -1749850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1749852.375000 Penalty: 3091.471924
	Iteration 57Q: 3 clusters Score -1749852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1749853.750000 Penalty: 3091.471924
	Iteration 58Q: 3 clusters Score -1749854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1749852.750000 Penalty: 3091.471924
	Iteration 59Q: 3 clusters Score -1749853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1749858.750000 Penalty: 3091.471924
	Iteration 60F: 3 clusters Score -1749859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1749858.000000 Penalty: 3091.471924
	Iteration 61Q: 3 clusters Score -1749858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1749859.375000 Penalty: 3091.471924
	Iteration 62Q: 3 clusters Score -1749859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1749858.000000 Penalty: 3091.471924
	Iteration 63Q: 3 clusters Score -1749858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1749860.750000 Penalty: 3091.471924
	Iteration 64Q: 3 clusters Score -1749861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1749860.500000 Penalty: 3091.471924
	Iteration 65Q: 3 clusters Score -1749860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1749860.125000 Penalty: 3091.471924
	Iteration 66Q: 3 clusters Score -1749860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1749860.125000 Penalty: 3091.471924
	Iteration 67F: 3 clusters Score -1749860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Entering Unmasked Estep 
Score: -7520000.000000 Penalty: 1779.203613
	Iteration 0F: 2 clusters Score -7520000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -7482947.500000 Penalty: 3558.407227
	Iteration 0F: 3 clusters Score -7482948 nChanged 26902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -7498329.000000 Penalty: 3558.407227
	Iteration 1F: 3 clusters Score -7498329 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -7498897.000000 Penalty: 3558.407227
	Iteration 2Q: 3 clusters Score -7498897 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -7499503.000000 Penalty: 3558.407227
	Iteration 3Q: 3 clusters Score -7499503 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7500461.500000 Penalty: 3558.407227
	Iteration 4Q: 3 clusters Score -7500462 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7502083.500000 Penalty: 3558.407227
	Iteration 5F: 3 clusters Score -7502084 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7504921.500000 Penalty: 3558.407227
	Iteration 6F: 3 clusters Score -7504922 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -7508792.500000 Penalty: 3558.407227
	Iteration 7F: 3 clusters Score -7508792 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -7512590.500000 Penalty: 3558.407227
	Iteration 8F: 3 clusters Score -7512590 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -7515068.500000 Penalty: 3558.407227
	Iteration 9F: 3 clusters Score -7515068 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -7516482.000000 Penalty: 3558.407227
	Iteration 10Q: 3 clusters Score -7516482 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -7517386.000000 Penalty: 3558.407227
	Iteration 11Q: 3 clusters Score -7517386 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -7517912.000000 Penalty: 3558.407227
	Iteration 12Q: 3 clusters Score -7517912 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -7518211.500000 Penalty: 3558.407227
	Iteration 13Q: 3 clusters Score -7518212 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7518398.500000 Penalty: 3558.407227
	Iteration 14Q: 3 clusters Score -7518398 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -7518495.500000 Penalty: 3558.407227
	Iteration 15Q: 3 clusters Score -7518496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -7518595.500000 Penalty: 3558.407227
	Iteration 16Q: 3 clusters Score -7518596 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7518665.000000 Penalty: 3558.407227
	Iteration 17Q: 3 clusters Score -7518665 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -7518687.500000 Penalty: 3558.407227
	Iteration 18Q: 3 clusters Score -7518688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7518706.000000 Penalty: 3558.407227
	Iteration 19Q: 3 clusters Score -7518706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -7518718.500000 Penalty: 3558.407227
	Iteration 20F: 3 clusters Score -7518718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7518749.500000 Penalty: 3558.407227
	Iteration 21Q: 3 clusters Score -7518750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -7518774.500000 Penalty: 3558.407227
	Iteration 22Q: 3 clusters Score -7518774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -7518776.500000 Penalty: 3558.407227
	Iteration 23Q: 3 clusters Score -7518776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -7518785.500000 Penalty: 3558.407227
	Iteration 24Q: 3 clusters Score -7518786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -7518789.500000 Penalty: 3558.407227
	Iteration 25Q: 3 clusters Score -7518790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -7518791.000000 Penalty: 3558.407227
	Iteration 26Q: 3 clusters Score -7518791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -7518799.500000 Penalty: 3558.407227
	Iteration 27Q: 3 clusters Score -7518800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -7518810.500000 Penalty: 3558.407227
	Iteration 28Q: 3 clusters Score -7518810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -7518801.000000 Penalty: 3558.407227
	Iteration 29Q: 3 clusters Score -7518801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -7518810.500000 Penalty: 3558.407227
	Iteration 30Q: 3 clusters Score -7518810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -7518805.000000 Penalty: 3558.407227
	Iteration 31Q: 3 clusters Score -7518805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7518802.500000 Penalty: 3558.407227
	Iteration 32Q: 3 clusters Score -7518802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7518801.500000 Penalty: 3558.407227
	Iteration 33Q: 3 clusters Score -7518802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7518800.500000 Penalty: 3558.407227
	Iteration 34Q: 3 clusters Score -7518800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -7518802.500000 Penalty: 3558.407227
	Iteration 35Q: 3 clusters Score -7518802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7518802.500000 Penalty: 3558.407227
	Iteration 36Q: 3 clusters Score -7518802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7518805.500000 Penalty: 3558.407227
	Iteration 37Q: 3 clusters Score -7518806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -7518804.000000 Penalty: 3558.407227
	Iteration 38Q: 3 clusters Score -7518804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -7518803.000000 Penalty: 3558.407227
	Iteration 39Q: 3 clusters Score -7518803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -7518808.500000 Penalty: 3558.407227
	Iteration 40F: 3 clusters Score -7518808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -40024.183594 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -40024.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39086.675781 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -39086.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39193.511719 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -39193.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39213.148438 Penalty: 1872.666748
	Iteration 2Q: 3 clusters Score -39213.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39220.144531 Penalty: 1872.666748
	Iteration 3Q: 3 clusters Score -39220.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39236.558594 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -39236.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39243.921875 Penalty: 1872.666748
	Iteration 5Q: 3 clusters Score -39243.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39243.921875 Penalty: 1872.666748
	Iteration 6F: 3 clusters Score -39243.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -45681.960938 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -45681.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44838.125000 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -44838.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44971.144531 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -44971.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45059.578125 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -45059.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45116.566406 Penalty: 1880.741577
	Iteration 3F: 3 clusters Score -45116.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45189.054688 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -45189.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45247.605469 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -45247.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45317.921875 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -45317.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45385.863281 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -45385.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45468.683594 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -45468.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45495.175781 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -45495.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45497.902344 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -45497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45501.632812 Penalty: 1880.741577
	Iteration 11Q: 3 clusters Score -45501.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45509.226562 Penalty: 1880.741577
	Iteration 12Q: 3 clusters Score -45509.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45509.679688 Penalty: 1880.741577
	Iteration 13Q: 3 clusters Score -45509.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45509.679688 Penalty: 1880.741577
	Iteration 14F: 3 clusters Score -45509.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Entering Unmasked Estep 
Score: -2360894.500000 Penalty: 1600.132690
	Iteration 0F: 2 clusters Score -2360894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2348026.250000 Penalty: 3200.265381
	Iteration 0F: 3 clusters Score -2348026 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2352767.250000 Penalty: 3200.265381
	Iteration 1F: 3 clusters Score -2352767 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2353224.750000 Penalty: 3200.265381
	Iteration 2F: 3 clusters Score -2353225 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2353695.250000 Penalty: 3200.265381
	Iteration 3F: 3 clusters Score -2353695 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2354148.000000 Penalty: 3200.265381
	Iteration 4Q: 3 clusters Score -2354148 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2354701.000000 Penalty: 3200.265381
	Iteration 5F: 3 clusters Score -2354701 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2355304.250000 Penalty: 3200.265381
	Iteration 6F: 3 clusters Score -2355304 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2355941.750000 Penalty: 3200.265381
	Iteration 7F: 3 clusters Score -2355942 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2356536.500000 Penalty: 3200.265381
	Iteration 8F: 3 clusters Score -2356536 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2357042.000000 Penalty: 3200.265381
	Iteration 9Q: 3 clusters Score -2357042 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2357411.750000 Penalty: 3200.265381
	Iteration 10Q: 3 clusters Score -2357412 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2357694.750000 Penalty: 3200.265381
	Iteration 11Q: 3 clusters Score -2357695 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2357942.250000 Penalty: 3200.265381
	Iteration 12Q: 3 clusters Score -2357942 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2358184.000000 Penalty: 3200.265381
	Iteration 13Q: 3 clusters Score -2358184 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2358457.250000 Penalty: 3200.265381
	Iteration 14Q: 3 clusters Score -2358457 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2358759.000000 Penalty: 3200.265381
	Iteration 15Q: 3 clusters Score -2358759 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2359087.500000 Penalty: 3200.265381
	Iteration 16Q: 3 clusters Score -2359088 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2359375.250000 Penalty: 3200.265381
	Iteration 17Q: 3 clusters Score -2359375 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2359618.500000 Penalty: 3200.265381
	Iteration 18Q: 3 clusters Score -2359618 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2359805.250000 Penalty: 3200.265381
	Iteration 19Q: 3 clusters Score -2359805 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2359941.500000 Penalty: 3200.265381
	Iteration 20F: 3 clusters Score -2359942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2360016.500000 Penalty: 3200.265381
	Iteration 21Q: 3 clusters Score -2360016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2360074.000000 Penalty: 3200.265381
	Iteration 22Q: 3 clusters Score -2360074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2360109.500000 Penalty: 3200.265381
	Iteration 23Q: 3 clusters Score -2360110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2360126.000000 Penalty: 3200.265381
	Iteration 24Q: 3 clusters Score -2360126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2360130.750000 Penalty: 3200.265381
	Iteration 25Q: 3 clusters Score -2360131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2360132.000000 Penalty: 3200.265381
	Iteration 26Q: 3 clusters Score -2360132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2360136.750000 Penalty: 3200.265381
	Iteration 27Q: 3 clusters Score -2360137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2360141.500000 Penalty: 3200.265381
	Iteration 28Q: 3 clusters Score -2360142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2360138.250000 Penalty: 3200.265381
	Iteration 29Q: 3 clusters Score -2360138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2360139.250000 Penalty: 3200.265381
	Iteration 30Q: 3 clusters Score -2360139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2360141.750000 Penalty: 3200.265381
	Iteration 31Q: 3 clusters Score -2360142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2360141.750000 Penalty: 3200.265381
	Iteration 32Q: 3 clusters Score -2360142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2360146.250000 Penalty: 3200.265381
	Iteration 33Q: 3 clusters Score -2360146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2360145.500000 Penalty: 3200.265381
	Iteration 34Q: 3 clusters Score -2360146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2360147.000000 Penalty: 3200.265381
	Iteration 35Q: 3 clusters Score -2360147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2360146.750000 Penalty: 3200.265381
	Iteration 36Q: 3 clusters Score -2360147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2360146.750000 Penalty: 3200.265381
	Iteration 37F: 3 clusters Score -2360147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8708.372070 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -8708.372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8067.966797 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -8067.967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8263.952148 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -8263.952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8362.034180 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -8362.034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8371.919922 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -8371.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8378.245117 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -8378.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8382.705078 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -8382.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8382.705078 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -8382.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2600535.500000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -2600536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2589499.000000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -2589499 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2593308.250000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -2593308 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2593628.250000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -2593628 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2593985.000000 Penalty: 3145.969727
	Iteration 3Q: 3 clusters Score -2593985 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2594467.750000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -2594468 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2595164.500000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -2595164 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2595944.500000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -2595944 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2596651.750000 Penalty: 3145.969727
	Iteration 7F: 3 clusters Score -2596652 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2597194.750000 Penalty: 3145.969727
	Iteration 8F: 3 clusters Score -2597195 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2597647.250000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -2597647 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2597996.750000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -2597997 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2598217.500000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -2598218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2598386.000000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -2598386 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2598497.250000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -2598497 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2598591.250000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -2598591 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2598644.250000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -2598644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2598684.750000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -2598685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2598708.250000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -2598708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2598740.250000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -2598740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2598763.500000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -2598764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2598773.750000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -2598774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2598793.000000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -2598793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2598807.250000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -2598807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2598810.000000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -2598810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2598809.750000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -2598810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2598820.500000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -2598820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2598815.750000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -2598816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2598820.250000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -2598820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2598817.750000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -2598818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2598813.500000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -2598814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2598820.750000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -2598821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2598816.500000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -2598816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2598812.500000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -2598812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2598813.750000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -2598814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2598823.750000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -2598824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2598821.500000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -2598822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2598826.000000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -2598826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2598826.000000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -2598826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2598826.750000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -2598827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2598825.250000 Penalty: 3145.969727
	Iteration 39Q: 3 clusters Score -2598825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2598823.750000 Penalty: 3145.969727
	Iteration 40F: 3 clusters Score -2598824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2598827.500000 Penalty: 3145.969727
	Iteration 41Q: 3 clusters Score -2598828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2598822.500000 Penalty: 3145.969727
	Iteration 42Q: 3 clusters Score -2598822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2598823.500000 Penalty: 3145.969727
	Iteration 43Q: 3 clusters Score -2598824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2598827.250000 Penalty: 3145.969727
	Iteration 44Q: 3 clusters Score -2598827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2598822.250000 Penalty: 3145.969727
	Iteration 45Q: 3 clusters Score -2598822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2598822.250000 Penalty: 3145.969727
	Iteration 46F: 3 clusters Score -2598822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -32727.798828 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -32727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31924.087891 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -31924.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32107.542969 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -32107.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32169.535156 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -32169.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32190.392578 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -32190.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32193.865234 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -32193.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32193.865234 Penalty: 1838.197388
	Iteration 5F: 3 clusters Score -32193.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Entering Unmasked Estep 
Score: -669068.812500 Penalty: 1388.910278
	Iteration 0F: 2 clusters Score -669068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -665008.000000 Penalty: 2777.820557
	Iteration 0F: 3 clusters Score -665008 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -666219.937500 Penalty: 2777.820557
	Iteration 1F: 3 clusters Score -666219.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -666440.875000 Penalty: 2777.820557
	Iteration 2F: 3 clusters Score -666440.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -666657.875000 Penalty: 2777.820557
	Iteration 3F: 3 clusters Score -666657.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -666864.687500 Penalty: 2777.820557
	Iteration 4F: 3 clusters Score -666864.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -667116.750000 Penalty: 2777.820557
	Iteration 5F: 3 clusters Score -667116.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -667377.187500 Penalty: 2777.820557
	Iteration 6F: 3 clusters Score -667377.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -667591.000000 Penalty: 2777.820557
	Iteration 7F: 3 clusters Score -667591 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -667716.687500 Penalty: 2777.820557
	Iteration 8Q: 3 clusters Score -667716.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -667791.062500 Penalty: 2777.820557
	Iteration 9Q: 3 clusters Score -667791.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -667836.000000 Penalty: 2777.820557
	Iteration 10Q: 3 clusters Score -667836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -667864.062500 Penalty: 2777.820557
	Iteration 11Q: 3 clusters Score -667864.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -667892.437500 Penalty: 2777.820557
	Iteration 12Q: 3 clusters Score -667892.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -667917.875000 Penalty: 2777.820557
	Iteration 13Q: 3 clusters Score -667917.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -667937.937500 Penalty: 2777.820557
	Iteration 14Q: 3 clusters Score -667937.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -667957.187500 Penalty: 2777.820557
	Iteration 15Q: 3 clusters Score -667957.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -667978.437500 Penalty: 2777.820557
	Iteration 16Q: 3 clusters Score -667978.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -667995.375000 Penalty: 2777.820557
	Iteration 17Q: 3 clusters Score -667995.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -668008.937500 Penalty: 2777.820557
	Iteration 18Q: 3 clusters Score -668008.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -668023.187500 Penalty: 2777.820557
	Iteration 19Q: 3 clusters Score -668023.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -668035.562500 Penalty: 2777.820557
	Iteration 20F: 3 clusters Score -668035.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -668048.562500 Penalty: 2777.820557
	Iteration 21Q: 3 clusters Score -668048.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -668060.125000 Penalty: 2777.820557
	Iteration 22Q: 3 clusters Score -668060.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -668067.000000 Penalty: 2777.820557
	Iteration 23Q: 3 clusters Score -668067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -668074.062500 Penalty: 2777.820557
	Iteration 24Q: 3 clusters Score -668074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -668080.000000 Penalty: 2777.820557
	Iteration 25Q: 3 clusters Score -668080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -668087.750000 Penalty: 2777.820557
	Iteration 26Q: 3 clusters Score -668087.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -668098.250000 Penalty: 2777.820557
	Iteration 27Q: 3 clusters Score -668098.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -668108.750000 Penalty: 2777.820557
	Iteration 28Q: 3 clusters Score -668108.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -668116.437500 Penalty: 2777.820557
	Iteration 29Q: 3 clusters Score -668116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -668127.187500 Penalty: 2777.820557
	Iteration 30Q: 3 clusters Score -668127.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -668135.000000 Penalty: 2777.820557
	Iteration 31Q: 3 clusters Score -668135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -668147.750000 Penalty: 2777.820557
	Iteration 32Q: 3 clusters Score -668147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -668153.937500 Penalty: 2777.820557
	Iteration 33Q: 3 clusters Score -668153.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -668159.187500 Penalty: 2777.820557
	Iteration 34Q: 3 clusters Score -668159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -668161.187500 Penalty: 2777.820557
	Iteration 35Q: 3 clusters Score -668161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -668164.437500 Penalty: 2777.820557
	Iteration 36Q: 3 clusters Score -668164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -668165.937500 Penalty: 2777.820557
	Iteration 37Q: 3 clusters Score -668165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -668167.500000 Penalty: 2777.820557
	Iteration 38Q: 3 clusters Score -668167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -668167.875000 Penalty: 2777.820557
	Iteration 39Q: 3 clusters Score -668167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -668169.500000 Penalty: 2777.820557
	Iteration 40F: 3 clusters Score -668169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -668168.812500 Penalty: 2777.820557
	Iteration 41Q: 3 clusters Score -668168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -668168.812500 Penalty: 2777.820557
	Iteration 42F: 3 clusters Score -668168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Entering Unmasked Estep 
Score: -2420357.500000 Penalty: 1593.033081
	Iteration 0F: 2 clusters Score -2420358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2407878.250000 Penalty: 3186.066162
	Iteration 0F: 3 clusters Score -2407878 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2412506.000000 Penalty: 3186.066162
	Iteration 1F: 3 clusters Score -2412506 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2412890.000000 Penalty: 3186.066162
	Iteration 2F: 3 clusters Score -2412890 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2413330.000000 Penalty: 3186.066162
	Iteration 3Q: 3 clusters Score -2413330 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2413786.750000 Penalty: 3186.066162
	Iteration 4Q: 3 clusters Score -2413787 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2414361.500000 Penalty: 3186.066162
	Iteration 5F: 3 clusters Score -2414362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2415029.750000 Penalty: 3186.066162
	Iteration 6F: 3 clusters Score -2415030 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2415693.500000 Penalty: 3186.066162
	Iteration 7F: 3 clusters Score -2415694 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2416289.250000 Penalty: 3186.066162
	Iteration 8Q: 3 clusters Score -2416289 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2416805.500000 Penalty: 3186.066162
	Iteration 9Q: 3 clusters Score -2416806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2417131.000000 Penalty: 3186.066162
	Iteration 10Q: 3 clusters Score -2417131 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2417360.250000 Penalty: 3186.066162
	Iteration 11Q: 3 clusters Score -2417360 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2417493.750000 Penalty: 3186.066162
	Iteration 12Q: 3 clusters Score -2417494 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2417610.750000 Penalty: 3186.066162
	Iteration 13Q: 3 clusters Score -2417611 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2417701.750000 Penalty: 3186.066162
	Iteration 14Q: 3 clusters Score -2417702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2417774.500000 Penalty: 3186.066162
	Iteration 15Q: 3 clusters Score -2417774 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2417835.500000 Penalty: 3186.066162
	Iteration 16Q: 3 clusters Score -2417836 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2417896.500000 Penalty: 3186.066162
	Iteration 17Q: 3 clusters Score -2417896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2417979.500000 Penalty: 3186.066162
	Iteration 18Q: 3 clusters Score -2417980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2418054.750000 Penalty: 3186.066162
	Iteration 19Q: 3 clusters Score -2418055 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2418127.750000 Penalty: 3186.066162
	Iteration 20F: 3 clusters Score -2418128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2418203.250000 Penalty: 3186.066162
	Iteration 21Q: 3 clusters Score -2418203 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2418259.250000 Penalty: 3186.066162
	Iteration 22Q: 3 clusters Score -2418259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2418312.250000 Penalty: 3186.066162
	Iteration 23Q: 3 clusters Score -2418312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2418375.750000 Penalty: 3186.066162
	Iteration 24Q: 3 clusters Score -2418376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2418430.500000 Penalty: 3186.066162
	Iteration 25Q: 3 clusters Score -2418430 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2418494.250000 Penalty: 3186.066162
	Iteration 26Q: 3 clusters Score -2418494 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2418541.750000 Penalty: 3186.066162
	Iteration 27Q: 3 clusters Score -2418542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2418583.250000 Penalty: 3186.066162
	Iteration 28Q: 3 clusters Score -2418583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2418620.250000 Penalty: 3186.066162
	Iteration 29Q: 3 clusters Score -2418620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2418654.750000 Penalty: 3186.066162
	Iteration 30Q: 3 clusters Score -2418655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2418702.750000 Penalty: 3186.066162
	Iteration 31Q: 3 clusters Score -2418703 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2418752.000000 Penalty: 3186.066162
	Iteration 32Q: 3 clusters Score -2418752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2418786.750000 Penalty: 3186.066162
	Iteration 33Q: 3 clusters Score -2418787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2418805.750000 Penalty: 3186.066162
	Iteration 34Q: 3 clusters Score -2418806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2418832.750000 Penalty: 3186.066162
	Iteration 35Q: 3 clusters Score -2418833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2418851.000000 Penalty: 3186.066162
	Iteration 36Q: 3 clusters Score -2418851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2418872.250000 Penalty: 3186.066162
	Iteration 37Q: 3 clusters Score -2418872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2418885.250000 Penalty: 3186.066162
	Iteration 38Q: 3 clusters Score -2418885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2418898.500000 Penalty: 3186.066162
	Iteration 39Q: 3 clusters Score -2418898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2418907.000000 Penalty: 3186.066162
	Iteration 40F: 3 clusters Score -2418907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2418918.250000 Penalty: 3186.066162
	Iteration 41Q: 3 clusters Score -2418918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2418922.750000 Penalty: 3186.066162
	Iteration 42Q: 3 clusters Score -2418923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2418928.500000 Penalty: 3186.066162
	Iteration 43Q: 3 clusters Score -2418928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2418933.750000 Penalty: 3186.066162
	Iteration 44Q: 3 clusters Score -2418934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2418938.000000 Penalty: 3186.066162
	Iteration 45Q: 3 clusters Score -2418938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2418944.750000 Penalty: 3186.066162
	Iteration 46Q: 3 clusters Score -2418945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2418951.750000 Penalty: 3186.066162
	Iteration 47Q: 3 clusters Score -2418952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2418958.250000 Penalty: 3186.066162
	Iteration 48Q: 3 clusters Score -2418958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2418966.500000 Penalty: 3186.066162
	Iteration 49Q: 3 clusters Score -2418966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2418968.500000 Penalty: 3186.066162
	Iteration 50Q: 3 clusters Score -2418968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2418972.500000 Penalty: 3186.066162
	Iteration 51Q: 3 clusters Score -2418972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2418984.750000 Penalty: 3186.066162
	Iteration 52Q: 3 clusters Score -2418985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2418986.750000 Penalty: 3186.066162
	Iteration 53Q: 3 clusters Score -2418987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2418987.250000 Penalty: 3186.066162
	Iteration 54Q: 3 clusters Score -2418987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2418991.500000 Penalty: 3186.066162
	Iteration 55Q: 3 clusters Score -2418992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2418995.750000 Penalty: 3186.066162
	Iteration 56Q: 3 clusters Score -2418996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2419002.250000 Penalty: 3186.066162
	Iteration 57Q: 3 clusters Score -2419002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2419004.250000 Penalty: 3186.066162
	Iteration 58Q: 3 clusters Score -2419004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2419005.500000 Penalty: 3186.066162
	Iteration 59Q: 3 clusters Score -2419006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2419006.250000 Penalty: 3186.066162
	Iteration 60F: 3 clusters Score -2419006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2419009.250000 Penalty: 3186.066162
	Iteration 61Q: 3 clusters Score -2419009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2419009.250000 Penalty: 3186.066162
	Iteration 62Q: 3 clusters Score -2419009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2419012.250000 Penalty: 3186.066162
	Iteration 63Q: 3 clusters Score -2419012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2419012.250000 Penalty: 3186.066162
	Iteration 64Q: 3 clusters Score -2419012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2419015.250000 Penalty: 3186.066162
	Iteration 65Q: 3 clusters Score -2419015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2419015.500000 Penalty: 3186.066162
	Iteration 66Q: 3 clusters Score -2419016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2419016.250000 Penalty: 3186.066162
	Iteration 67Q: 3 clusters Score -2419016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2419018.250000 Penalty: 3186.066162
	Iteration 68Q: 3 clusters Score -2419018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2419019.500000 Penalty: 3186.066162
	Iteration 69Q: 3 clusters Score -2419020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2419021.750000 Penalty: 3186.066162
	Iteration 70Q: 3 clusters Score -2419022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2419023.250000 Penalty: 3186.066162
	Iteration 71Q: 3 clusters Score -2419023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2419023.250000 Penalty: 3186.066162
	Iteration 72F: 3 clusters Score -2419023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -76871.195312 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -76871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75705.054688 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -75705.05 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76081.101562 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -76081.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76297.242188 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -76297.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76496.375000 Penalty: 2109.978027
	Iteration 3F: 3 clusters Score -76496.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76655.359375 Penalty: 2109.978027
	Iteration 4F: 3 clusters Score -76655.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76723.679688 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -76723.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76745.328125 Penalty: 2109.978027
	Iteration 6Q: 3 clusters Score -76745.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76754.906250 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -76754.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76760.171875 Penalty: 2109.978027
	Iteration 8Q: 3 clusters Score -76760.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76762.828125 Penalty: 2109.978027
	Iteration 9Q: 3 clusters Score -76762.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76764.453125 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -76764.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76770.156250 Penalty: 2109.978027
	Iteration 11Q: 3 clusters Score -76770.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76775.398438 Penalty: 2109.978027
	Iteration 12Q: 3 clusters Score -76775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76776.328125 Penalty: 2109.978027
	Iteration 13Q: 3 clusters Score -76776.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76778.234375 Penalty: 2109.978027
	Iteration 14Q: 3 clusters Score -76778.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76780.914062 Penalty: 2109.978027
	Iteration 15Q: 3 clusters Score -76780.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76780.914062 Penalty: 2109.978027
	Iteration 16F: 3 clusters Score -76780.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (54976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Entering Unmasked Estep 
Score: -7292120.500000 Penalty: 1773.630981
	Iteration 0F: 2 clusters Score -7292120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7255460.500000 Penalty: 3547.261963
	Iteration 0F: 3 clusters Score -7255460 nChanged 25929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7271116.500000 Penalty: 3547.261963
	Iteration 1F: 3 clusters Score -7271116 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -7273170.000000 Penalty: 3547.261963
	Iteration 2F: 3 clusters Score -7273170 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -7276326.500000 Penalty: 3547.261963
	Iteration 3F: 3 clusters Score -7276326 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -7280559.500000 Penalty: 3547.261963
	Iteration 4F: 3 clusters Score -7280560 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7284913.000000 Penalty: 3547.261963
	Iteration 5F: 3 clusters Score -7284913 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -7288683.500000 Penalty: 3547.261963
	Iteration 6F: 3 clusters Score -7288684 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -7290873.500000 Penalty: 3547.261963
	Iteration 7Q: 3 clusters Score -7290874 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -7291591.000000 Penalty: 3547.261963
	Iteration 8Q: 3 clusters Score -7291591 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -7291870.500000 Penalty: 3547.261963
	Iteration 9Q: 3 clusters Score -7291870 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -7292038.500000 Penalty: 3547.261963
	Iteration 10Q: 3 clusters Score -7292038 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -7292096.500000 Penalty: 3547.261963
	Iteration 11Q: 3 clusters Score -7292096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -7292190.000000 Penalty: 3547.261963
	Iteration 12Q: 3 clusters Score -7292190 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7292218.500000 Penalty: 3547.261963
	Iteration 13Q: 3 clusters Score -7292218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -7292265.000000 Penalty: 3547.261963
	Iteration 14Q: 3 clusters Score -7292265 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7292285.000000 Penalty: 3547.261963
	Iteration 15Q: 3 clusters Score -7292285 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7292310.000000 Penalty: 3547.261963
	Iteration 16Q: 3 clusters Score -7292310 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -7292328.000000 Penalty: 3547.261963
	Iteration 17Q: 3 clusters Score -7292328 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -7292319.500000 Penalty: 3547.261963
	Iteration 18Q: 3 clusters Score -7292320 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -7292364.000000 Penalty: 3547.261963
	Iteration 19Q: 3 clusters Score -7292364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -7292375.500000 Penalty: 3547.261963
	Iteration 20F: 3 clusters Score -7292376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7292400.500000 Penalty: 3547.261963
	Iteration 21Q: 3 clusters Score -7292400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -7292396.500000 Penalty: 3547.261963
	Iteration 22Q: 3 clusters Score -7292396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -7292409.500000 Penalty: 3547.261963
	Iteration 23Q: 3 clusters Score -7292410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -7292426.000000 Penalty: 3547.261963
	Iteration 24Q: 3 clusters Score -7292426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -7292416.500000 Penalty: 3547.261963
	Iteration 25Q: 3 clusters Score -7292416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -7292420.500000 Penalty: 3547.261963
	Iteration 26Q: 3 clusters Score -7292420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -7292436.000000 Penalty: 3547.261963
	Iteration 27Q: 3 clusters Score -7292436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -7292424.000000 Penalty: 3547.261963
	Iteration 28Q: 3 clusters Score -7292424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -7292423.000000 Penalty: 3547.261963
	Iteration 29Q: 3 clusters Score -7292423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -7292424.000000 Penalty: 3547.261963
	Iteration 30Q: 3 clusters Score -7292424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -7292433.500000 Penalty: 3547.261963
	Iteration 31Q: 3 clusters Score -7292434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -7292435.500000 Penalty: 3547.261963
	Iteration 32Q: 3 clusters Score -7292436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -7292428.000000 Penalty: 3547.261963
	Iteration 33Q: 3 clusters Score -7292428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -7292434.000000 Penalty: 3547.261963
	Iteration 34Q: 3 clusters Score -7292434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -7292442.000000 Penalty: 3547.261963
	Iteration 35Q: 3 clusters Score -7292442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -7292448.500000 Penalty: 3547.261963
	Iteration 36Q: 3 clusters Score -7292448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -7292438.000000 Penalty: 3547.261963
	Iteration 37Q: 3 clusters Score -7292438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -7292436.000000 Penalty: 3547.261963
	Iteration 38Q: 3 clusters Score -7292436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -7292439.000000 Penalty: 3547.261963
	Iteration 39Q: 3 clusters Score -7292439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -7292439.000000 Penalty: 3547.261963
	Iteration 40F: 3 clusters Score -7292439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -7292444.500000 Penalty: 3547.261963
	Iteration 41Q: 3 clusters Score -7292444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -7292452.500000 Penalty: 3547.261963
	Iteration 42Q: 3 clusters Score -7292452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -7292458.000000 Penalty: 3547.261963
	Iteration 43Q: 3 clusters Score -7292458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -7292458.000000 Penalty: 3547.261963
	Iteration 44Q: 3 clusters Score -7292458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -7292466.500000 Penalty: 3547.261963
	Iteration 45Q: 3 clusters Score -7292466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -7292464.500000 Penalty: 3547.261963
	Iteration 46Q: 3 clusters Score -7292464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -7292454.000000 Penalty: 3547.261963
	Iteration 47Q: 3 clusters Score -7292454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -7292455.000000 Penalty: 3547.261963
	Iteration 48Q: 3 clusters Score -7292455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -7292451.500000 Penalty: 3547.261963
	Iteration 49Q: 3 clusters Score -7292452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -7292462.500000 Penalty: 3547.261963
	Iteration 50Q: 3 clusters Score -7292462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -7292457.500000 Penalty: 3547.261963
	Iteration 51Q: 3 clusters Score -7292458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -7292460.500000 Penalty: 3547.261963
	Iteration 52Q: 3 clusters Score -7292460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -7292472.500000 Penalty: 3547.261963
	Iteration 53Q: 3 clusters Score -7292472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7292474.000000 Penalty: 3547.261963
	Iteration 54Q: 3 clusters Score -7292474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -7292484.500000 Penalty: 3547.261963
	Iteration 55Q: 3 clusters Score -7292484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -7292472.000000 Penalty: 3547.261963
	Iteration 56Q: 3 clusters Score -7292472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -7292486.500000 Penalty: 3547.261963
	Iteration 57Q: 3 clusters Score -7292486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7292490.000000 Penalty: 3547.261963
	Iteration 58Q: 3 clusters Score -7292490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -7292488.000000 Penalty: 3547.261963
	Iteration 59Q: 3 clusters Score -7292488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -7292484.500000 Penalty: 3547.261963
	Iteration 60F: 3 clusters Score -7292484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -7292493.500000 Penalty: 3547.261963
	Iteration 61Q: 3 clusters Score -7292494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -7292503.500000 Penalty: 3547.261963
	Iteration 62Q: 3 clusters Score -7292504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7292506.500000 Penalty: 3547.261963
	Iteration 63Q: 3 clusters Score -7292506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -7292494.000000 Penalty: 3547.261963
	Iteration 64Q: 3 clusters Score -7292494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -7292497.500000 Penalty: 3547.261963
	Iteration 65Q: 3 clusters Score -7292498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -7292507.000000 Penalty: 3547.261963
	Iteration 66Q: 3 clusters Score -7292507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -7292514.500000 Penalty: 3547.261963
	Iteration 67Q: 3 clusters Score -7292514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -7292516.500000 Penalty: 3547.261963
	Iteration 68Q: 3 clusters Score -7292516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -7292523.000000 Penalty: 3547.261963
	Iteration 69Q: 3 clusters Score -7292523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -7292539.000000 Penalty: 3547.261963
	Iteration 70Q: 3 clusters Score -7292539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -7292522.500000 Penalty: 3547.261963
	Iteration 71Q: 3 clusters Score -7292522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7292524.500000 Penalty: 3547.261963
	Iteration 72Q: 3 clusters Score -7292524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7292527.500000 Penalty: 3547.261963
	Iteration 73Q: 3 clusters Score -7292528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -7292545.500000 Penalty: 3547.261963
	Iteration 74Q: 3 clusters Score -7292546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -7292556.000000 Penalty: 3547.261963
	Iteration 75Q: 3 clusters Score -7292556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -7292572.500000 Penalty: 3547.261963
	Iteration 76Q: 3 clusters Score -7292572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -7292583.500000 Penalty: 3547.261963
	Iteration 77Q: 3 clusters Score -7292584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -7292591.500000 Penalty: 3547.261963
	Iteration 78Q: 3 clusters Score -7292592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -7292605.500000 Penalty: 3547.261963
	Iteration 79Q: 3 clusters Score -7292606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -7292609.000000 Penalty: 3547.261963
	Iteration 80F: 3 clusters Score -7292609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -7292611.500000 Penalty: 3547.261963
	Iteration 81Q: 3 clusters Score -7292612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -7292642.000000 Penalty: 3547.261963
	Iteration 82Q: 3 clusters Score -7292642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -7292645.500000 Penalty: 3547.261963
	Iteration 83Q: 3 clusters Score -7292646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -7292648.500000 Penalty: 3547.261963
	Iteration 84Q: 3 clusters Score -7292648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7292669.500000 Penalty: 3547.261963
	Iteration 85Q: 3 clusters Score -7292670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -7292698.000000 Penalty: 3547.261963
	Iteration 86Q: 3 clusters Score -7292698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -7292716.000000 Penalty: 3547.261963
	Iteration 87Q: 3 clusters Score -7292716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7292738.500000 Penalty: 3547.261963
	Iteration 88Q: 3 clusters Score -7292738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -7292726.500000 Penalty: 3547.261963
	Iteration 89Q: 3 clusters Score -7292726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -7292721.500000 Penalty: 3547.261963
	Iteration 90Q: 3 clusters Score -7292722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -7292706.000000 Penalty: 3547.261963
	Iteration 91Q: 3 clusters Score -7292706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -7292719.000000 Penalty: 3547.261963
	Iteration 92Q: 3 clusters Score -7292719 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -7292740.500000 Penalty: 3547.261963
	Iteration 93Q: 3 clusters Score -7292740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -7292732.000000 Penalty: 3547.261963
	Iteration 94Q: 3 clusters Score -7292732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7292744.000000 Penalty: 3547.261963
	Iteration 95Q: 3 clusters Score -7292744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -7292754.500000 Penalty: 3547.261963
	Iteration 96Q: 3 clusters Score -7292754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -7292756.500000 Penalty: 3547.261963
	Iteration 97Q: 3 clusters Score -7292756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -7292766.500000 Penalty: 3547.261963
	Iteration 98Q: 3 clusters Score -7292766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7292786.500000 Penalty: 3547.261963
	Iteration 99Q: 3 clusters Score -7292786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7292785.500000 Penalty: 3547.261963
	Iteration 100F: 3 clusters Score -7292786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -7292801.000000 Penalty: 3547.261963
	Iteration 101Q: 3 clusters Score -7292801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -7292797.500000 Penalty: 3547.261963
	Iteration 102Q: 3 clusters Score -7292798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7292805.000000 Penalty: 3547.261963
	Iteration 103Q: 3 clusters Score -7292805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -7292786.000000 Penalty: 3547.261963
	Iteration 104Q: 3 clusters Score -7292786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -7292788.000000 Penalty: 3547.261963
	Iteration 105Q: 3 clusters Score -7292788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -7292785.000000 Penalty: 3547.261963
	Iteration 106Q: 3 clusters Score -7292785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7292809.500000 Penalty: 3547.261963
	Iteration 107Q: 3 clusters Score -7292810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7292814.500000 Penalty: 3547.261963
	Iteration 108Q: 3 clusters Score -7292814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7292824.000000 Penalty: 3547.261963
	Iteration 109Q: 3 clusters Score -7292824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7292819.000000 Penalty: 3547.261963
	Iteration 110Q: 3 clusters Score -7292819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -7292811.500000 Penalty: 3547.261963
	Iteration 111Q: 3 clusters Score -7292812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -7292795.000000 Penalty: 3547.261963
	Iteration 112Q: 3 clusters Score -7292795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7292805.500000 Penalty: 3547.261963
	Iteration 113Q: 3 clusters Score -7292806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7292784.500000 Penalty: 3547.261963
	Iteration 114Q: 3 clusters Score -7292784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7292794.500000 Penalty: 3547.261963
	Iteration 115Q: 3 clusters Score -7292794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7292796.500000 Penalty: 3547.261963
	Iteration 116Q: 3 clusters Score -7292796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7292799.500000 Penalty: 3547.261963
	Iteration 117Q: 3 clusters Score -7292800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7292798.500000 Penalty: 3547.261963
	Iteration 118Q: 3 clusters Score -7292798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7292809.500000 Penalty: 3547.261963
	Iteration 119Q: 3 clusters Score -7292810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -7292807.000000 Penalty: 3547.261963
	Iteration 120F: 3 clusters Score -7292807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -7292793.500000 Penalty: 3547.261963
	Iteration 121Q: 3 clusters Score -7292794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7292791.000000 Penalty: 3547.261963
	Iteration 122Q: 3 clusters Score -7292791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7292793.000000 Penalty: 3547.261963
	Iteration 123Q: 3 clusters Score -7292793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7292782.500000 Penalty: 3547.261963
	Iteration 124Q: 3 clusters Score -7292782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7292764.000000 Penalty: 3547.261963
	Iteration 125Q: 3 clusters Score -7292764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7292769.000000 Penalty: 3547.261963
	Iteration 126Q: 3 clusters Score -7292769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7292788.500000 Penalty: 3547.261963
	Iteration 127Q: 3 clusters Score -7292788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7292788.500000 Penalty: 3547.261963
	Iteration 128Q: 3 clusters Score -7292788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -7292784.500000 Penalty: 3547.261963
	Iteration 129Q: 3 clusters Score -7292784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7292785.000000 Penalty: 3547.261963
	Iteration 130Q: 3 clusters Score -7292785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7292782.000000 Penalty: 3547.261963
	Iteration 131Q: 3 clusters Score -7292782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -7292780.000000 Penalty: 3547.261963
	Iteration 132Q: 3 clusters Score -7292780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -7292787.500000 Penalty: 3547.261963
	Iteration 133Q: 3 clusters Score -7292788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7292783.500000 Penalty: 3547.261963
	Iteration 134Q: 3 clusters Score -7292784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -7292801.000000 Penalty: 3547.261963
	Iteration 135Q: 3 clusters Score -7292801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7292801.500000 Penalty: 3547.261963
	Iteration 136Q: 3 clusters Score -7292802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7292793.500000 Penalty: 3547.261963
	Iteration 137Q: 3 clusters Score -7292794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7292792.000000 Penalty: 3547.261963
	Iteration 138Q: 3 clusters Score -7292792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7292794.000000 Penalty: 3547.261963
	Iteration 139Q: 3 clusters Score -7292794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7292783.000000 Penalty: 3547.261963
	Iteration 140F: 3 clusters Score -7292783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7292786.500000 Penalty: 3547.261963
	Iteration 141Q: 3 clusters Score -7292786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7292782.000000 Penalty: 3547.261963
	Iteration 142Q: 3 clusters Score -7292782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7292789.500000 Penalty: 3547.261963
	Iteration 143Q: 3 clusters Score -7292790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7292780.500000 Penalty: 3547.261963
	Iteration 144Q: 3 clusters Score -7292780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7292785.000000 Penalty: 3547.261963
	Iteration 145Q: 3 clusters Score -7292785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7292783.000000 Penalty: 3547.261963
	Iteration 146Q: 3 clusters Score -7292783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -7292773.000000 Penalty: 3547.261963
	Iteration 147Q: 3 clusters Score -7292773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -7292767.000000 Penalty: 3547.261963
	Iteration 148Q: 3 clusters Score -7292767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7292776.500000 Penalty: 3547.261963
	Iteration 149Q: 3 clusters Score -7292776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7292778.000000 Penalty: 3547.261963
	Iteration 150Q: 3 clusters Score -7292778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -7292781.000000 Penalty: 3547.261963
	Iteration 151Q: 3 clusters Score -7292781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7292777.500000 Penalty: 3547.261963
	Iteration 152Q: 3 clusters Score -7292778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7292774.000000 Penalty: 3547.261963
	Iteration 153Q: 3 clusters Score -7292774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7292772.000000 Penalty: 3547.261963
	Iteration 154Q: 3 clusters Score -7292772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7292774.500000 Penalty: 3547.261963
	Iteration 155Q: 3 clusters Score -7292774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7292774.500000 Penalty: 3547.261963
	Iteration 156F: 3 clusters Score -7292774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 50351 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 99334 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85958200.000000 Penalty: 98007.054688
Splitting cluster 32 changes total score from -85958248.000000 to -85958200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -48233.453125 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -48233.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47218.191406 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -47218.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47349.285156 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -47349.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47400.953125 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -47400.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47432.281250 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -47432.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47438.097656 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -47438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47438.664062 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -47438.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47438.664062 Penalty: 1963.855713
	Iteration 6F: 3 clusters Score -47438.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -205788.812500 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -205788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204109.125000 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -204109.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204600.968750 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -204601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -204756.531250 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -204756.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -204880.218750 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -204880.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -204993.531250 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -204993.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -205089.843750 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -205089.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205137.062500 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -205137.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205155.093750 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -205155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205170.265625 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -205170.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205194.609375 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -205194.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205215.718750 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -205215.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -205228.859375 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -205228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205233.156250 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -205233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205234.968750 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -205235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205234.968750 Penalty: 2347.096680
	Iteration 14F: 3 clusters Score -205235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -48894.062500 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -48894.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47879.820312 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -47879.82 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48112.929688 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -48112.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48228.625000 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -48228.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48315.832031 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -48315.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48344.597656 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -48344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48352.535156 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -48352.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48355.878906 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -48355.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48359.246094 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -48359.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48360.218750 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -48360.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48360.218750 Penalty: 2033.741943
	Iteration 9F: 3 clusters Score -48360.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (51157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Entering Unmasked Estep 
Score: -6788450.000000 Penalty: 1761.931274
	Iteration 0F: 2 clusters Score -6788450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -6755054.000000 Penalty: 3523.862549
	Iteration 0F: 3 clusters Score -6755054 nChanged 24146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6768676.500000 Penalty: 3523.862549
	Iteration 1F: 3 clusters Score -6768676 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6769225.500000 Penalty: 3523.862549
	Iteration 2Q: 3 clusters Score -6769226 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -6769801.000000 Penalty: 3523.862549
	Iteration 3Q: 3 clusters Score -6769801 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -6770529.500000 Penalty: 3523.862549
	Iteration 4Q: 3 clusters Score -6770530 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6771493.500000 Penalty: 3523.862549
	Iteration 5Q: 3 clusters Score -6771494 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -6772717.500000 Penalty: 3523.862549
	Iteration 6Q: 3 clusters Score -6772718 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -6774324.000000 Penalty: 3523.862549
	Iteration 7F: 3 clusters Score -6774324 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -6776266.500000 Penalty: 3523.862549
	Iteration 8F: 3 clusters Score -6776266 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -6778332.500000 Penalty: 3523.862549
	Iteration 9F: 3 clusters Score -6778332 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -6780179.000000 Penalty: 3523.862549
	Iteration 10F: 3 clusters Score -6780179 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -6781689.500000 Penalty: 3523.862549
	Iteration 11Q: 3 clusters Score -6781690 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -6782778.000000 Penalty: 3523.862549
	Iteration 12Q: 3 clusters Score -6782778 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -6783628.000000 Penalty: 3523.862549
	Iteration 13Q: 3 clusters Score -6783628 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -6784280.500000 Penalty: 3523.862549
	Iteration 14Q: 3 clusters Score -6784280 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -6784815.500000 Penalty: 3523.862549
	Iteration 15Q: 3 clusters Score -6784816 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6785193.500000 Penalty: 3523.862549
	Iteration 16Q: 3 clusters Score -6785194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -6785520.500000 Penalty: 3523.862549
	Iteration 17Q: 3 clusters Score -6785520 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6785737.000000 Penalty: 3523.862549
	Iteration 18Q: 3 clusters Score -6785737 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -6785986.000000 Penalty: 3523.862549
	Iteration 19Q: 3 clusters Score -6785986 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6786203.500000 Penalty: 3523.862549
	Iteration 20F: 3 clusters Score -6786204 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -6786400.000000 Penalty: 3523.862549
	Iteration 21Q: 3 clusters Score -6786400 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6786577.500000 Penalty: 3523.862549
	Iteration 22Q: 3 clusters Score -6786578 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -6786745.500000 Penalty: 3523.862549
	Iteration 23Q: 3 clusters Score -6786746 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -6786846.000000 Penalty: 3523.862549
	Iteration 24Q: 3 clusters Score -6786846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -6786936.000000 Penalty: 3523.862549
	Iteration 25Q: 3 clusters Score -6786936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -6787005.000000 Penalty: 3523.862549
	Iteration 26Q: 3 clusters Score -6787005 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -6787071.000000 Penalty: 3523.862549
	Iteration 27Q: 3 clusters Score -6787071 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6787122.500000 Penalty: 3523.862549
	Iteration 28Q: 3 clusters Score -6787122 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6787164.500000 Penalty: 3523.862549
	Iteration 29Q: 3 clusters Score -6787164 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -6787200.500000 Penalty: 3523.862549
	Iteration 30Q: 3 clusters Score -6787200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6787233.000000 Penalty: 3523.862549
	Iteration 31Q: 3 clusters Score -6787233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6787251.000000 Penalty: 3523.862549
	Iteration 32Q: 3 clusters Score -6787251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -6787285.000000 Penalty: 3523.862549
	Iteration 33Q: 3 clusters Score -6787285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6787292.000000 Penalty: 3523.862549
	Iteration 34Q: 3 clusters Score -6787292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -6787322.000000 Penalty: 3523.862549
	Iteration 35Q: 3 clusters Score -6787322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6787346.500000 Penalty: 3523.862549
	Iteration 36Q: 3 clusters Score -6787346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6787380.500000 Penalty: 3523.862549
	Iteration 37Q: 3 clusters Score -6787380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -6787402.500000 Penalty: 3523.862549
	Iteration 38Q: 3 clusters Score -6787402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6787432.000000 Penalty: 3523.862549
	Iteration 39Q: 3 clusters Score -6787432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -6787449.500000 Penalty: 3523.862549
	Iteration 40F: 3 clusters Score -6787450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6787453.500000 Penalty: 3523.862549
	Iteration 41Q: 3 clusters Score -6787454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -6787466.000000 Penalty: 3523.862549
	Iteration 42Q: 3 clusters Score -6787466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6787459.500000 Penalty: 3523.862549
	Iteration 43Q: 3 clusters Score -6787460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -6787464.000000 Penalty: 3523.862549
	Iteration 44Q: 3 clusters Score -6787464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -6787462.500000 Penalty: 3523.862549
	Iteration 45Q: 3 clusters Score -6787462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6787469.000000 Penalty: 3523.862549
	Iteration 46Q: 3 clusters Score -6787469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6787465.500000 Penalty: 3523.862549
	Iteration 47Q: 3 clusters Score -6787466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6787466.000000 Penalty: 3523.862549
	Iteration 48Q: 3 clusters Score -6787466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6787466.000000 Penalty: 3523.862549
	Iteration 49Q: 3 clusters Score -6787466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -6787461.500000 Penalty: 3523.862549
	Iteration 50Q: 3 clusters Score -6787462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -6787471.000000 Penalty: 3523.862549
	Iteration 51Q: 3 clusters Score -6787471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6787470.500000 Penalty: 3523.862549
	Iteration 52Q: 3 clusters Score -6787470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6787466.000000 Penalty: 3523.862549
	Iteration 53Q: 3 clusters Score -6787466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -6787468.500000 Penalty: 3523.862549
	Iteration 54Q: 3 clusters Score -6787468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -6787468.500000 Penalty: 3523.862549
	Iteration 55F: 3 clusters Score -6787468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Entering Unmasked Estep 
Score: -5696202.500000 Penalty: 1732.833740
	Iteration 0F: 2 clusters Score -5696202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5667465.000000 Penalty: 3465.667480
	Iteration 0F: 3 clusters Score -5667465 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5678762.000000 Penalty: 3465.667480
	Iteration 1F: 3 clusters Score -5678762 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -5679346.500000 Penalty: 3465.667480
	Iteration 2Q: 3 clusters Score -5679346 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5679979.000000 Penalty: 3465.667480
	Iteration 3Q: 3 clusters Score -5679979 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5680781.000000 Penalty: 3465.667480
	Iteration 4Q: 3 clusters Score -5680781 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5681947.500000 Penalty: 3465.667480
	Iteration 5F: 3 clusters Score -5681948 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5683520.000000 Penalty: 3465.667480
	Iteration 6F: 3 clusters Score -5683520 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -5685685.000000 Penalty: 3465.667480
	Iteration 7F: 3 clusters Score -5685685 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5688235.000000 Penalty: 3465.667480
	Iteration 8F: 3 clusters Score -5688235 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5690491.000000 Penalty: 3465.667480
	Iteration 9F: 3 clusters Score -5690491 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5692114.000000 Penalty: 3465.667480
	Iteration 10Q: 3 clusters Score -5692114 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5693099.000000 Penalty: 3465.667480
	Iteration 11Q: 3 clusters Score -5693099 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5693604.500000 Penalty: 3465.667480
	Iteration 12Q: 3 clusters Score -5693604 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5693907.000000 Penalty: 3465.667480
	Iteration 13Q: 3 clusters Score -5693907 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5694095.000000 Penalty: 3465.667480
	Iteration 14Q: 3 clusters Score -5694095 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -5694227.500000 Penalty: 3465.667480
	Iteration 15Q: 3 clusters Score -5694228 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5694331.000000 Penalty: 3465.667480
	Iteration 16Q: 3 clusters Score -5694331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5694395.000000 Penalty: 3465.667480
	Iteration 17Q: 3 clusters Score -5694395 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -5694467.000000 Penalty: 3465.667480
	Iteration 18Q: 3 clusters Score -5694467 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5694521.500000 Penalty: 3465.667480
	Iteration 19Q: 3 clusters Score -5694522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -5694568.500000 Penalty: 3465.667480
	Iteration 20F: 3 clusters Score -5694568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5694596.000000 Penalty: 3465.667480
	Iteration 21Q: 3 clusters Score -5694596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5694610.000000 Penalty: 3465.667480
	Iteration 22Q: 3 clusters Score -5694610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5694638.500000 Penalty: 3465.667480
	Iteration 23Q: 3 clusters Score -5694638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5694658.500000 Penalty: 3465.667480
	Iteration 24Q: 3 clusters Score -5694658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5694667.000000 Penalty: 3465.667480
	Iteration 25Q: 3 clusters Score -5694667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5694684.500000 Penalty: 3465.667480
	Iteration 26Q: 3 clusters Score -5694684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5694694.000000 Penalty: 3465.667480
	Iteration 27Q: 3 clusters Score -5694694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5694702.000000 Penalty: 3465.667480
	Iteration 28Q: 3 clusters Score -5694702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5694710.500000 Penalty: 3465.667480
	Iteration 29Q: 3 clusters Score -5694710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5694727.000000 Penalty: 3465.667480
	Iteration 30Q: 3 clusters Score -5694727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5694733.000000 Penalty: 3465.667480
	Iteration 31Q: 3 clusters Score -5694733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5694747.500000 Penalty: 3465.667480
	Iteration 32Q: 3 clusters Score -5694748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5694755.500000 Penalty: 3465.667480
	Iteration 33Q: 3 clusters Score -5694756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5694777.000000 Penalty: 3465.667480
	Iteration 34Q: 3 clusters Score -5694777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5694785.000000 Penalty: 3465.667480
	Iteration 35Q: 3 clusters Score -5694785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5694782.000000 Penalty: 3465.667480
	Iteration 36Q: 3 clusters Score -5694782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5694789.000000 Penalty: 3465.667480
	Iteration 37Q: 3 clusters Score -5694789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5694797.000000 Penalty: 3465.667480
	Iteration 38Q: 3 clusters Score -5694797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5694808.500000 Penalty: 3465.667480
	Iteration 39Q: 3 clusters Score -5694808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5694818.500000 Penalty: 3465.667480
	Iteration 40F: 3 clusters Score -5694818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5694823.000000 Penalty: 3465.667480
	Iteration 41Q: 3 clusters Score -5694823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5694828.500000 Penalty: 3465.667480
	Iteration 42Q: 3 clusters Score -5694828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5694833.000000 Penalty: 3465.667480
	Iteration 43Q: 3 clusters Score -5694833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5694846.000000 Penalty: 3465.667480
	Iteration 44Q: 3 clusters Score -5694846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5694856.000000 Penalty: 3465.667480
	Iteration 45Q: 3 clusters Score -5694856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5694865.500000 Penalty: 3465.667480
	Iteration 46Q: 3 clusters Score -5694866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5694867.000000 Penalty: 3465.667480
	Iteration 47Q: 3 clusters Score -5694867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -5694877.000000 Penalty: 3465.667480
	Iteration 48Q: 3 clusters Score -5694877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5694878.000000 Penalty: 3465.667480
	Iteration 49Q: 3 clusters Score -5694878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5694877.500000 Penalty: 3465.667480
	Iteration 50Q: 3 clusters Score -5694878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5694879.500000 Penalty: 3465.667480
	Iteration 51Q: 3 clusters Score -5694880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5694881.000000 Penalty: 3465.667480
	Iteration 52Q: 3 clusters Score -5694881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5694885.500000 Penalty: 3465.667480
	Iteration 53Q: 3 clusters Score -5694886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5694889.000000 Penalty: 3465.667480
	Iteration 54Q: 3 clusters Score -5694889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5694889.000000 Penalty: 3465.667480
	Iteration 55F: 3 clusters Score -5694889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (99334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Entering Unmasked Estep 
Score: -13223794.000000 Penalty: 1869.764404
	Iteration 0F: 2 clusters Score -1.322379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -13174053.000000 Penalty: 3739.528809
	Iteration 0F: 3 clusters Score -1.317405e+07 nChanged 47385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -13202034.000000 Penalty: 3739.528809
	Iteration 1F: 3 clusters Score -1.320203e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -13202956.000000 Penalty: 3739.528809
	Iteration 2Q: 3 clusters Score -1.320296e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -13204112.000000 Penalty: 3739.528809
	Iteration 3Q: 3 clusters Score -1.320411e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -13206143.000000 Penalty: 3739.528809
	Iteration 4Q: 3 clusters Score -1.320614e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -13209322.000000 Penalty: 3739.528809
	Iteration 5F: 3 clusters Score -1.320932e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -13214156.000000 Penalty: 3739.528809
	Iteration 6F: 3 clusters Score -1.321416e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -13220643.000000 Penalty: 3739.528809
	Iteration 7F: 3 clusters Score -1.322064e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -13226694.000000 Penalty: 3739.528809
	Iteration 8F: 3 clusters Score -1.322669e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -13230242.000000 Penalty: 3739.528809
	Iteration 9F: 3 clusters Score -1.323024e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -13231808.000000 Penalty: 3739.528809
	Iteration 10Q: 3 clusters Score -1.323181e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -13232655.000000 Penalty: 3739.528809
	Iteration 11Q: 3 clusters Score -1.323266e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -13233316.000000 Penalty: 3739.528809
	Iteration 12Q: 3 clusters Score -1.323332e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -13233657.000000 Penalty: 3739.528809
	Iteration 13Q: 3 clusters Score -1.323366e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -13233993.000000 Penalty: 3739.528809
	Iteration 14Q: 3 clusters Score -1.323399e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -13234161.000000 Penalty: 3739.528809
	Iteration 15Q: 3 clusters Score -1.323416e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -13234338.000000 Penalty: 3739.528809
	Iteration 16Q: 3 clusters Score -1.323434e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -13234369.000000 Penalty: 3739.528809
	Iteration 17Q: 3 clusters Score -1.323437e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -13234444.000000 Penalty: 3739.528809
	Iteration 18Q: 3 clusters Score -1.323444e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -13234530.000000 Penalty: 3739.528809
	Iteration 19Q: 3 clusters Score -1.323453e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -13234585.000000 Penalty: 3739.528809
	Iteration 20F: 3 clusters Score -1.323458e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -13234668.000000 Penalty: 3739.528809
	Iteration 21Q: 3 clusters Score -1.323467e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -13234671.000000 Penalty: 3739.528809
	Iteration 22Q: 3 clusters Score -1.323467e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -13234676.000000 Penalty: 3739.528809
	Iteration 23Q: 3 clusters Score -1.323468e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -13234665.000000 Penalty: 3739.528809
	Iteration 24Q: 3 clusters Score -1.323466e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -13234549.000000 Penalty: 3739.528809
	Iteration 25Q: 3 clusters Score -1.323455e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -13234423.000000 Penalty: 3739.528809
	Iteration 26Q: 3 clusters Score -1.323442e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -13234437.000000 Penalty: 3739.528809
	Iteration 27Q: 3 clusters Score -1.323444e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -13234396.000000 Penalty: 3739.528809
	Iteration 28Q: 3 clusters Score -1.32344e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -13234281.000000 Penalty: 3739.528809
	Iteration 29Q: 3 clusters Score -1.323428e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -13234114.000000 Penalty: 3739.528809
	Iteration 30Q: 3 clusters Score -1.323411e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -13233959.000000 Penalty: 3739.528809
	Iteration 31Q: 3 clusters Score -1.323396e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -13233800.000000 Penalty: 3739.528809
	Iteration 32Q: 3 clusters Score -1.32338e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -13233648.000000 Penalty: 3739.528809
	Iteration 33Q: 3 clusters Score -1.323365e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -13233419.000000 Penalty: 3739.528809
	Iteration 34Q: 3 clusters Score -1.323342e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -13233167.000000 Penalty: 3739.528809
	Iteration 35Q: 3 clusters Score -1.323317e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -13233056.000000 Penalty: 3739.528809
	Iteration 36Q: 3 clusters Score -1.323306e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -13232888.000000 Penalty: 3739.528809
	Iteration 37Q: 3 clusters Score -1.323289e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -13232735.000000 Penalty: 3739.528809
	Iteration 38Q: 3 clusters Score -1.323274e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -13232577.000000 Penalty: 3739.528809
	Iteration 39Q: 3 clusters Score -1.323258e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -13232371.000000 Penalty: 3739.528809
	Iteration 40F: 3 clusters Score -1.323237e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -13232195.000000 Penalty: 3739.528809
	Iteration 41Q: 3 clusters Score -1.32322e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -13232021.000000 Penalty: 3739.528809
	Iteration 42Q: 3 clusters Score -1.323202e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -13231874.000000 Penalty: 3739.528809
	Iteration 43Q: 3 clusters Score -1.323187e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -13231665.000000 Penalty: 3739.528809
	Iteration 44Q: 3 clusters Score -1.323166e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -13231397.000000 Penalty: 3739.528809
	Iteration 45Q: 3 clusters Score -1.32314e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -13231168.000000 Penalty: 3739.528809
	Iteration 46Q: 3 clusters Score -1.323117e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -13230932.000000 Penalty: 3739.528809
	Iteration 47Q: 3 clusters Score -1.323093e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -13230728.000000 Penalty: 3739.528809
	Iteration 48Q: 3 clusters Score -1.323073e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -13230538.000000 Penalty: 3739.528809
	Iteration 49Q: 3 clusters Score -1.323054e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -13230358.000000 Penalty: 3739.528809
	Iteration 50Q: 3 clusters Score -1.323036e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -13230174.000000 Penalty: 3739.528809
	Iteration 51Q: 3 clusters Score -1.323017e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -13230003.000000 Penalty: 3739.528809
	Iteration 52Q: 3 clusters Score -1.323e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -13229875.000000 Penalty: 3739.528809
	Iteration 53Q: 3 clusters Score -1.322988e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -13229775.000000 Penalty: 3739.528809
	Iteration 54Q: 3 clusters Score -1.322978e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -13229618.000000 Penalty: 3739.528809
	Iteration 55Q: 3 clusters Score -1.322962e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -13229567.000000 Penalty: 3739.528809
	Iteration 56Q: 3 clusters Score -1.322957e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -13229436.000000 Penalty: 3739.528809
	Iteration 57Q: 3 clusters Score -1.322944e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -13229310.000000 Penalty: 3739.528809
	Iteration 58Q: 3 clusters Score -1.322931e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -13229207.000000 Penalty: 3739.528809
	Iteration 59Q: 3 clusters Score -1.322921e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -13229135.000000 Penalty: 3739.528809
	Iteration 60F: 3 clusters Score -1.322914e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -13228998.000000 Penalty: 3739.528809
	Iteration 61Q: 3 clusters Score -1.3229e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 86336 members 
Entering Unmasked Estep 
Score: -13228894.000000 Penalty: 3739.528809
	Iteration 62Q: 3 clusters Score -1.322889e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -13228829.000000 Penalty: 3739.528809
	Iteration 63Q: 3 clusters Score -1.322883e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -13228697.000000 Penalty: 3739.528809
	Iteration 64Q: 3 clusters Score -1.32287e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -13228608.000000 Penalty: 3739.528809
	Iteration 65Q: 3 clusters Score -1.322861e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -13228513.000000 Penalty: 3739.528809
	Iteration 66Q: 3 clusters Score -1.322851e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -13228434.000000 Penalty: 3739.528809
	Iteration 67Q: 3 clusters Score -1.322843e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -13228383.000000 Penalty: 3739.528809
	Iteration 68Q: 3 clusters Score -1.322838e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -13228358.000000 Penalty: 3739.528809
	Iteration 69Q: 3 clusters Score -1.322836e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -13228276.000000 Penalty: 3739.528809
	Iteration 70Q: 3 clusters Score -1.322828e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -13228225.000000 Penalty: 3739.528809
	Iteration 71Q: 3 clusters Score -1.322822e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -13228160.000000 Penalty: 3739.528809
	Iteration 72Q: 3 clusters Score -1.322816e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -13228112.000000 Penalty: 3739.528809
	Iteration 73Q: 3 clusters Score -1.322811e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -13228069.000000 Penalty: 3739.528809
	Iteration 74Q: 3 clusters Score -1.322807e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -13227987.000000 Penalty: 3739.528809
	Iteration 75Q: 3 clusters Score -1.322799e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -13227924.000000 Penalty: 3739.528809
	Iteration 76Q: 3 clusters Score -1.322792e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -13227876.000000 Penalty: 3739.528809
	Iteration 77Q: 3 clusters Score -1.322788e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -13227818.000000 Penalty: 3739.528809
	Iteration 78Q: 3 clusters Score -1.322782e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -13227747.000000 Penalty: 3739.528809
	Iteration 79Q: 3 clusters Score -1.322775e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -13227693.000000 Penalty: 3739.528809
	Iteration 80F: 3 clusters Score -1.322769e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -13227658.000000 Penalty: 3739.528809
	Iteration 81Q: 3 clusters Score -1.322766e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -13227557.000000 Penalty: 3739.528809
	Iteration 82Q: 3 clusters Score -1.322756e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -13227465.000000 Penalty: 3739.528809
	Iteration 83Q: 3 clusters Score -1.322746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -13227424.000000 Penalty: 3739.528809
	Iteration 84Q: 3 clusters Score -1.322742e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -13227344.000000 Penalty: 3739.528809
	Iteration 85Q: 3 clusters Score -1.322734e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -13227290.000000 Penalty: 3739.528809
	Iteration 86Q: 3 clusters Score -1.322729e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -13227200.000000 Penalty: 3739.528809
	Iteration 87Q: 3 clusters Score -1.32272e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -13227146.000000 Penalty: 3739.528809
	Iteration 88Q: 3 clusters Score -1.322715e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -13227042.000000 Penalty: 3739.528809
	Iteration 89Q: 3 clusters Score -1.322704e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -13226954.000000 Penalty: 3739.528809
	Iteration 90Q: 3 clusters Score -1.322695e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -13226828.000000 Penalty: 3739.528809
	Iteration 91Q: 3 clusters Score -1.322683e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -13226708.000000 Penalty: 3739.528809
	Iteration 92Q: 3 clusters Score -1.322671e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -13226640.000000 Penalty: 3739.528809
	Iteration 93Q: 3 clusters Score -1.322664e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -13226579.000000 Penalty: 3739.528809
	Iteration 94Q: 3 clusters Score -1.322658e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -13226471.000000 Penalty: 3739.528809
	Iteration 95Q: 3 clusters Score -1.322647e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -13226436.000000 Penalty: 3739.528809
	Iteration 96Q: 3 clusters Score -1.322644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -13226344.000000 Penalty: 3739.528809
	Iteration 97Q: 3 clusters Score -1.322634e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -13226298.000000 Penalty: 3739.528809
	Iteration 98Q: 3 clusters Score -1.32263e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -13226284.000000 Penalty: 3739.528809
	Iteration 99Q: 3 clusters Score -1.322628e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -13226240.000000 Penalty: 3739.528809
	Iteration 100F: 3 clusters Score -1.322624e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -13226218.000000 Penalty: 3739.528809
	Iteration 101Q: 3 clusters Score -1.322622e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -13226161.000000 Penalty: 3739.528809
	Iteration 102Q: 3 clusters Score -1.322616e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -13226116.000000 Penalty: 3739.528809
	Iteration 103Q: 3 clusters Score -1.322612e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -13226078.000000 Penalty: 3739.528809
	Iteration 104Q: 3 clusters Score -1.322608e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -13226019.000000 Penalty: 3739.528809
	Iteration 105Q: 3 clusters Score -1.322602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -13226009.000000 Penalty: 3739.528809
	Iteration 106Q: 3 clusters Score -1.322601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -13226000.000000 Penalty: 3739.528809
	Iteration 107Q: 3 clusters Score -1.3226e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -13225966.000000 Penalty: 3739.528809
	Iteration 108Q: 3 clusters Score -1.322597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -13225932.000000 Penalty: 3739.528809
	Iteration 109Q: 3 clusters Score -1.322593e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -13225889.000000 Penalty: 3739.528809
	Iteration 110Q: 3 clusters Score -1.322589e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -13225830.000000 Penalty: 3739.528809
	Iteration 111Q: 3 clusters Score -1.322583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -13225814.000000 Penalty: 3739.528809
	Iteration 112Q: 3 clusters Score -1.322581e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -13225788.000000 Penalty: 3739.528809
	Iteration 113Q: 3 clusters Score -1.322579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -13225771.000000 Penalty: 3739.528809
	Iteration 114Q: 3 clusters Score -1.322577e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -13225732.000000 Penalty: 3739.528809
	Iteration 115Q: 3 clusters Score -1.322573e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -13225716.000000 Penalty: 3739.528809
	Iteration 116Q: 3 clusters Score -1.322572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -13225680.000000 Penalty: 3739.528809
	Iteration 117Q: 3 clusters Score -1.322568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -13225680.000000 Penalty: 3739.528809
	Iteration 118Q: 3 clusters Score -1.322568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -13225675.000000 Penalty: 3739.528809
	Iteration 119Q: 3 clusters Score -1.322568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -13225632.000000 Penalty: 3739.528809
	Iteration 120F: 3 clusters Score -1.322563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -13225617.000000 Penalty: 3739.528809
	Iteration 121Q: 3 clusters Score -1.322562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -13225608.000000 Penalty: 3739.528809
	Iteration 122Q: 3 clusters Score -1.322561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -13225592.000000 Penalty: 3739.528809
	Iteration 123Q: 3 clusters Score -1.322559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -13225584.000000 Penalty: 3739.528809
	Iteration 124Q: 3 clusters Score -1.322558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -13225572.000000 Penalty: 3739.528809
	Iteration 125Q: 3 clusters Score -1.322557e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -13225533.000000 Penalty: 3739.528809
	Iteration 126Q: 3 clusters Score -1.322553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -13225519.000000 Penalty: 3739.528809
	Iteration 127Q: 3 clusters Score -1.322552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -13225523.000000 Penalty: 3739.528809
	Iteration 128Q: 3 clusters Score -1.322552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -13225487.000000 Penalty: 3739.528809
	Iteration 129Q: 3 clusters Score -1.322549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -13225475.000000 Penalty: 3739.528809
	Iteration 130Q: 3 clusters Score -1.322548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -13225440.000000 Penalty: 3739.528809
	Iteration 131Q: 3 clusters Score -1.322544e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -13225427.000000 Penalty: 3739.528809
	Iteration 132Q: 3 clusters Score -1.322543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -13225419.000000 Penalty: 3739.528809
	Iteration 133Q: 3 clusters Score -1.322542e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -13225401.000000 Penalty: 3739.528809
	Iteration 134Q: 3 clusters Score -1.32254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -13225385.000000 Penalty: 3739.528809
	Iteration 135Q: 3 clusters Score -1.322538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -13225372.000000 Penalty: 3739.528809
	Iteration 136Q: 3 clusters Score -1.322537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -13225354.000000 Penalty: 3739.528809
	Iteration 137Q: 3 clusters Score -1.322535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -13225325.000000 Penalty: 3739.528809
	Iteration 138Q: 3 clusters Score -1.322532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -13225338.000000 Penalty: 3739.528809
	Iteration 139Q: 3 clusters Score -1.322534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -13225349.000000 Penalty: 3739.528809
	Iteration 140F: 3 clusters Score -1.322535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -13225336.000000 Penalty: 3739.528809
	Iteration 141Q: 3 clusters Score -1.322534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -13225325.000000 Penalty: 3739.528809
	Iteration 142Q: 3 clusters Score -1.322532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -13225339.000000 Penalty: 3739.528809
	Iteration 143Q: 3 clusters Score -1.322534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -13225309.000000 Penalty: 3739.528809
	Iteration 144Q: 3 clusters Score -1.322531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -13225305.000000 Penalty: 3739.528809
	Iteration 145Q: 3 clusters Score -1.32253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -13225326.000000 Penalty: 3739.528809
	Iteration 146Q: 3 clusters Score -1.322533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -13225308.000000 Penalty: 3739.528809
	Iteration 147Q: 3 clusters Score -1.322531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -13225302.000000 Penalty: 3739.528809
	Iteration 148Q: 3 clusters Score -1.32253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -13225298.000000 Penalty: 3739.528809
	Iteration 149Q: 3 clusters Score -1.32253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -13225283.000000 Penalty: 3739.528809
	Iteration 150Q: 3 clusters Score -1.322528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -13225282.000000 Penalty: 3739.528809
	Iteration 151Q: 3 clusters Score -1.322528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -13225262.000000 Penalty: 3739.528809
	Iteration 152Q: 3 clusters Score -1.322526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -13225254.000000 Penalty: 3739.528809
	Iteration 153Q: 3 clusters Score -1.322525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -13225243.000000 Penalty: 3739.528809
	Iteration 154Q: 3 clusters Score -1.322524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -13225252.000000 Penalty: 3739.528809
	Iteration 155Q: 3 clusters Score -1.322525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -13225245.000000 Penalty: 3739.528809
	Iteration 156Q: 3 clusters Score -1.322524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -13225235.000000 Penalty: 3739.528809
	Iteration 157Q: 3 clusters Score -1.322524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -13225237.000000 Penalty: 3739.528809
	Iteration 158Q: 3 clusters Score -1.322524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -13225230.000000 Penalty: 3739.528809
	Iteration 159Q: 3 clusters Score -1.322523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -13225222.000000 Penalty: 3739.528809
	Iteration 160F: 3 clusters Score -1.322522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -13225233.000000 Penalty: 3739.528809
	Iteration 161Q: 3 clusters Score -1.322523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -13225227.000000 Penalty: 3739.528809
	Iteration 162Q: 3 clusters Score -1.322523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -13225228.000000 Penalty: 3739.528809
	Iteration 163Q: 3 clusters Score -1.322523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -13225222.000000 Penalty: 3739.528809
	Iteration 164Q: 3 clusters Score -1.322522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -13225226.000000 Penalty: 3739.528809
	Iteration 165Q: 3 clusters Score -1.322523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -13225221.000000 Penalty: 3739.528809
	Iteration 166Q: 3 clusters Score -1.322522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -13225220.000000 Penalty: 3739.528809
	Iteration 167Q: 3 clusters Score -1.322522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -13225193.000000 Penalty: 3739.528809
	Iteration 168Q: 3 clusters Score -1.322519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -13225200.000000 Penalty: 3739.528809
	Iteration 169Q: 3 clusters Score -1.32252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -13225202.000000 Penalty: 3739.528809
	Iteration 170Q: 3 clusters Score -1.32252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -13225189.000000 Penalty: 3739.528809
	Iteration 171Q: 3 clusters Score -1.322519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -13225189.000000 Penalty: 3739.528809
	Iteration 172Q: 3 clusters Score -1.322519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -13225182.000000 Penalty: 3739.528809
	Iteration 173Q: 3 clusters Score -1.322518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -13225177.000000 Penalty: 3739.528809
	Iteration 174Q: 3 clusters Score -1.322518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -13225169.000000 Penalty: 3739.528809
	Iteration 175Q: 3 clusters Score -1.322517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -13225169.000000 Penalty: 3739.528809
	Iteration 176Q: 3 clusters Score -1.322517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -13225163.000000 Penalty: 3739.528809
	Iteration 177Q: 3 clusters Score -1.322516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -13225160.000000 Penalty: 3739.528809
	Iteration 178Q: 3 clusters Score -1.322516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -13225164.000000 Penalty: 3739.528809
	Iteration 179Q: 3 clusters Score -1.322516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -13225162.000000 Penalty: 3739.528809
	Iteration 180F: 3 clusters Score -1.322516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -13225154.000000 Penalty: 3739.528809
	Iteration 181Q: 3 clusters Score -1.322515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -13225159.000000 Penalty: 3739.528809
	Iteration 182Q: 3 clusters Score -1.322516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -13225149.000000 Penalty: 3739.528809
	Iteration 183Q: 3 clusters Score -1.322515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -13225154.000000 Penalty: 3739.528809
	Iteration 184Q: 3 clusters Score -1.322515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -13225151.000000 Penalty: 3739.528809
	Iteration 185Q: 3 clusters Score -1.322515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -13225151.000000 Penalty: 3739.528809
	Iteration 186F: 3 clusters Score -1.322515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 94019 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 5315 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85958784.000000 Penalty: 98007.054688
Splitting cluster 38 changes total score from -85958248.000000 to -85958784.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106539.679688 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106539.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106720.218750 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106720.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106773.031250 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106806.632812 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106839.390625 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106839.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106862.250000 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106877.812500 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106897.015625 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106920.414062 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106930.257812 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -106930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106934.664062 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -106934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106943.687500 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -106943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106946.093750 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -106946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106947.320312 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -106947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106947.320312 Penalty: 2124.424805
	Iteration 14F: 3 clusters Score -106947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -97504.078125 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -97504.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96271.187500 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -96271.19 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96526.109375 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -96526.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96585.757812 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -96585.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96606.695312 Penalty: 2169.642578
	Iteration 3Q: 3 clusters Score -96606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96625.273438 Penalty: 2169.642578
	Iteration 4Q: 3 clusters Score -96625.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96653.093750 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -96653.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96683.789062 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -96683.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -96720.390625 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -96720.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -96759.960938 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -96759.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -96804.851562 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -96804.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -96858.828125 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -96858.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96936.445312 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -96936.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96986.476562 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -96986.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97021.953125 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -97021.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97043.367188 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -97043.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97050.960938 Penalty: 2169.642578
	Iteration 15Q: 3 clusters Score -97050.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97055.679688 Penalty: 2169.642578
	Iteration 16Q: 3 clusters Score -97055.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97066.023438 Penalty: 2169.642578
	Iteration 17Q: 3 clusters Score -97066.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97070.929688 Penalty: 2169.642578
	Iteration 18Q: 3 clusters Score -97070.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97078.945312 Penalty: 2169.642578
	Iteration 19Q: 3 clusters Score -97078.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97080.195312 Penalty: 2169.642578
	Iteration 20F: 3 clusters Score -97080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97090.812500 Penalty: 2169.642578
	Iteration 21Q: 3 clusters Score -97090.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97092.570312 Penalty: 2169.642578
	Iteration 22Q: 3 clusters Score -97092.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97092.570312 Penalty: 2169.642578
	Iteration 23F: 3 clusters Score -97092.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1365444.125000 Penalty: 1504.159302
	Iteration 0F: 2 clusters Score -1365444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1358005.750000 Penalty: 3008.318604
	Iteration 0F: 3 clusters Score -1358006 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1360520.250000 Penalty: 3008.318604
	Iteration 1F: 3 clusters Score -1360520 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1360863.750000 Penalty: 3008.318604
	Iteration 2F: 3 clusters Score -1360864 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1361217.000000 Penalty: 3008.318604
	Iteration 3F: 3 clusters Score -1361217 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1361604.250000 Penalty: 3008.318604
	Iteration 4F: 3 clusters Score -1361604 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1362036.625000 Penalty: 3008.318604
	Iteration 5F: 3 clusters Score -1362037 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1362487.375000 Penalty: 3008.318604
	Iteration 6F: 3 clusters Score -1362487 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1362972.125000 Penalty: 3008.318604
	Iteration 7F: 3 clusters Score -1362972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1363386.500000 Penalty: 3008.318604
	Iteration 8Q: 3 clusters Score -1363386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1363676.250000 Penalty: 3008.318604
	Iteration 9Q: 3 clusters Score -1363676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1363842.750000 Penalty: 3008.318604
	Iteration 10Q: 3 clusters Score -1363843 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1363952.000000 Penalty: 3008.318604
	Iteration 11Q: 3 clusters Score -1363952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1364012.625000 Penalty: 3008.318604
	Iteration 12Q: 3 clusters Score -1364013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1364051.750000 Penalty: 3008.318604
	Iteration 13Q: 3 clusters Score -1364052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1364089.000000 Penalty: 3008.318604
	Iteration 14Q: 3 clusters Score -1364089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1364106.000000 Penalty: 3008.318604
	Iteration 15Q: 3 clusters Score -1364106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1364121.875000 Penalty: 3008.318604
	Iteration 16Q: 3 clusters Score -1364122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1364127.500000 Penalty: 3008.318604
	Iteration 17Q: 3 clusters Score -1364128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1364132.125000 Penalty: 3008.318604
	Iteration 18Q: 3 clusters Score -1364132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1364136.625000 Penalty: 3008.318604
	Iteration 19Q: 3 clusters Score -1364137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1364136.625000 Penalty: 3008.318604
	Iteration 20F: 3 clusters Score -1364137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1364139.375000 Penalty: 3008.318604
	Iteration 21Q: 3 clusters Score -1364139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1364139.375000 Penalty: 3008.318604
	Iteration 22F: 3 clusters Score -1364139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -17656.523438 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -17656.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16858.558594 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -16858.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17008.642578 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -17008.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17066.046875 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -17066.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17109.419922 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -17109.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17122.625000 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -17122.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17131.298828 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -17131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17160.123047 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -17160.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17176.980469 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -17176.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17205.605469 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -17205.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17239.886719 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -17239.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17272.259766 Penalty: 1862.282349
	Iteration 10Q: 3 clusters Score -17272.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17313.615234 Penalty: 1862.282349
	Iteration 11Q: 3 clusters Score -17313.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17321.890625 Penalty: 1862.282349
	Iteration 12Q: 3 clusters Score -17321.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17321.890625 Penalty: 1862.282349
	Iteration 13F: 3 clusters Score -17321.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -33683.449219 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -33683.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32795.433594 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -32795.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32973.886719 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -32973.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33024.507812 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -33024.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33066.769531 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -33066.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33143.933594 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -33143.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33206.046875 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -33206.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33243.996094 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -33244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33272.171875 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -33272.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33277.640625 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -33277.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33281.628906 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -33281.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33287.636719 Penalty: 1926.250977
	Iteration 10F: 3 clusters Score -33287.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33322.929688 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -33322.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33346.078125 Penalty: 1926.250977
	Iteration 12Q: 3 clusters Score -33346.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33380.785156 Penalty: 1926.250977
	Iteration 13Q: 3 clusters Score -33380.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33393.167969 Penalty: 1926.250977
	Iteration 14Q: 3 clusters Score -33393.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33399.453125 Penalty: 1926.250977
	Iteration 15Q: 3 clusters Score -33399.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33404.289062 Penalty: 1926.250977
	Iteration 16Q: 3 clusters Score -33404.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33404.289062 Penalty: 1926.250977
	Iteration 17F: 3 clusters Score -33404.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -51530.839844 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -51530.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50508.671875 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -50508.67 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50643.714844 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -50643.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50667.042969 Penalty: 1960.753052
	Iteration 2Q: 3 clusters Score -50667.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50670.671875 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -50670.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50678.394531 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -50678.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50691.632812 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -50691.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50694.117188 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -50694.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50695.191406 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -50695.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50695.191406 Penalty: 1960.753052
	Iteration 8F: 3 clusters Score -50695.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -102650.210938 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -102650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101387.640625 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -101387.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101625.187500 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -101625.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101707.882812 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -101707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101775.718750 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -101775.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101833.140625 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -101833.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101869.250000 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -101869.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101921.570312 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -101921.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101958.187500 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -101958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101982.039062 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -101982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102006.804688 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -102006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102037.765625 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -102037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102049.109375 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -102049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102052.476562 Penalty: 2150.656006
	Iteration 12Q: 3 clusters Score -102052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102059.617188 Penalty: 2150.656006
	Iteration 13Q: 3 clusters Score -102059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102071.929688 Penalty: 2150.656006
	Iteration 14Q: 3 clusters Score -102071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102077.671875 Penalty: 2150.656006
	Iteration 15Q: 3 clusters Score -102077.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102077.671875 Penalty: 2150.656006
	Iteration 16F: 3 clusters Score -102077.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83634 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 56894 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18901 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 30 contains 18093 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 54976 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51157 members 
Mstep: Class 37 contains 42770 members 
Mstep: Class 38 contains 5315 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959544.000000 Penalty: 98007.054688
Iteration 119Q: 46 clusters Score -8.595954e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 27438 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 13 contains 61526 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83619 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 50614 members 
Mstep: Class 20 contains 13474 members 
Mstep: Class 21 contains 56888 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18930 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 92401 members 
Mstep: Class 30 contains 17744 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55482 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51210 members 
Mstep: Class 37 contains 43016 members 
Mstep: Class 38 contains 5899 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10618 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960704.000000 Penalty: 98007.054688
Iteration 120F: 46 clusters Score -8.59607e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 27379 members 
Mstep: Class 12 contains 510 members 
Mstep: Class 13 contains 61632 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83664 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 50997 members 
Mstep: Class 20 contains 13411 members 
Mstep: Class 21 contains 56875 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18862 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 91614 members 
Mstep: Class 30 contains 17145 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 55987 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51197 members 
Mstep: Class 37 contains 43254 members 
Mstep: Class 38 contains 6235 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10761 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960952.000000 Penalty: 98007.054688
Iteration 121Q: 46 clusters Score -8.596095e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15267 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 27317 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 13 contains 61694 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83648 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 51393 members 
Mstep: Class 20 contains 13352 members 
Mstep: Class 21 contains 56853 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18828 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 90860 members 
Mstep: Class 30 contains 16636 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 56530 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 51109 members 
Mstep: Class 37 contains 43491 members 
Mstep: Class 38 contains 6529 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 10911 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961272.000000 Penalty: 98007.054688
Iteration 122Q: 46 clusters Score -8.596127e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15130 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 27279 members 
Mstep: Class 12 contains 508 members 
Mstep: Class 13 contains 61777 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83488 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 51741 members 
Mstep: Class 20 contains 13314 members 
Mstep: Class 21 contains 56828 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18796 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 90130 members 
Mstep: Class 30 contains 16170 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 57183 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50962 members 
Mstep: Class 37 contains 43771 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961608.000000 Penalty: 98007.054688
Iteration 123Q: 46 clusters Score -8.596161e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15011 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4912 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 27262 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 61800 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83273 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52060 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 56803 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18759 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 89454 members 
Mstep: Class 30 contains 15774 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 57784 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50833 members 
Mstep: Class 37 contains 44053 members 
Mstep: Class 38 contains 7095 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11232 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961736.000000 Penalty: 98007.054688
Iteration 124Q: 46 clusters Score -8.596174e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14887 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16302 members 
Mstep: Class 11 contains 27281 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 61766 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 83026 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52374 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 56779 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18736 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 88846 members 
Mstep: Class 30 contains 15400 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 58336 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50741 members 
Mstep: Class 37 contains 44281 members 
Mstep: Class 38 contains 7435 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11391 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962136.000000 Penalty: 98007.054688
Iteration 125Q: 46 clusters Score -8.596214e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14776 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4898 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61752 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 82736 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52688 members 
Mstep: Class 20 contains 13152 members 
Mstep: Class 21 contains 56727 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18743 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 88303 members 
Mstep: Class 30 contains 15066 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 58801 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50653 members 
Mstep: Class 37 contains 44517 members 
Mstep: Class 38 contains 7753 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11558 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962384.000000 Penalty: 98007.054688
Iteration 126Q: 46 clusters Score -8.596238e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14669 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16278 members 
Mstep: Class 11 contains 27278 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61713 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 82527 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52983 members 
Mstep: Class 20 contains 13077 members 
Mstep: Class 21 contains 56672 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18744 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 87835 members 
Mstep: Class 30 contains 14697 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 59220 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50540 members 
Mstep: Class 37 contains 44759 members 
Mstep: Class 38 contains 8082 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11733 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962752.000000 Penalty: 98007.054688
Iteration 127Q: 46 clusters Score -8.596275e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14552 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27283 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61648 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 82283 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53274 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 56634 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18746 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 87349 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 59670 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50470 members 
Mstep: Class 37 contains 44955 members 
Mstep: Class 38 contains 8462 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 11907 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963200.000000 Penalty: 98007.054688
Iteration 128Q: 46 clusters Score -8.59632e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16252 members 
Mstep: Class 11 contains 27268 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61568 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 82020 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53536 members 
Mstep: Class 20 contains 12941 members 
Mstep: Class 21 contains 56604 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18752 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 86864 members 
Mstep: Class 30 contains 13981 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 60123 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50388 members 
Mstep: Class 37 contains 45170 members 
Mstep: Class 38 contains 8854 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12071 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963072.000000 Penalty: 98007.054688
Iteration 129Q: 46 clusters Score -8.596307e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16240 members 
Mstep: Class 11 contains 27240 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61489 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 81705 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53767 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 56564 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18780 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 86326 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 60653 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50245 members 
Mstep: Class 37 contains 45393 members 
Mstep: Class 38 contains 9311 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12235 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963088.000000 Penalty: 98007.054688
Iteration 130Q: 46 clusters Score -8.596309e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 27200 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61413 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 81391 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53956 members 
Mstep: Class 20 contains 12819 members 
Mstep: Class 21 contains 56540 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18796 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 85781 members 
Mstep: Class 30 contains 13383 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61217 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50147 members 
Mstep: Class 37 contains 45611 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12401 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963360.000000 Penalty: 98007.054688
Iteration 131Q: 46 clusters Score -8.596336e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 27173 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61318 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 81146 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54165 members 
Mstep: Class 20 contains 12749 members 
Mstep: Class 21 contains 56509 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 85258 members 
Mstep: Class 30 contains 13066 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61793 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 50061 members 
Mstep: Class 37 contains 45793 members 
Mstep: Class 38 contains 10122 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12564 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963720.000000 Penalty: 98007.054688
Iteration 132Q: 46 clusters Score -8.596372e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16153 members 
Mstep: Class 11 contains 27154 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61214 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54364 members 
Mstep: Class 20 contains 12684 members 
Mstep: Class 21 contains 56480 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18845 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 84831 members 
Mstep: Class 30 contains 12780 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 62239 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49977 members 
Mstep: Class 37 contains 46000 members 
Mstep: Class 38 contains 10391 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12703 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963280.000000 Penalty: 98007.054688
Iteration 133Q: 46 clusters Score -8.596328e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 27120 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61125 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80872 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54553 members 
Mstep: Class 20 contains 12627 members 
Mstep: Class 21 contains 56458 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18879 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 84395 members 
Mstep: Class 30 contains 12489 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 62722 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49877 members 
Mstep: Class 37 contains 46201 members 
Mstep: Class 38 contains 10596 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 12850 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963272.000000 Penalty: 98007.054688
Iteration 134Q: 46 clusters Score -8.596327e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13943 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 16104 members 
Mstep: Class 11 contains 27086 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80733 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54686 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 56434 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18904 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 83963 members 
Mstep: Class 30 contains 12229 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 63220 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49827 members 
Mstep: Class 37 contains 46390 members 
Mstep: Class 38 contains 10765 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 13003 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963104.000000 Penalty: 98007.054688
Iteration 135Q: 46 clusters Score -8.59631e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 1212 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16076 members 
Mstep: Class 11 contains 27063 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60986 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80647 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 56407 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 83471 members 
Mstep: Class 30 contains 11940 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 63780 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49792 members 
Mstep: Class 37 contains 46564 members 
Mstep: Class 38 contains 10918 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 13172 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962752.000000 Penalty: 98007.054688
Iteration 136Q: 46 clusters Score -8.596275e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 27039 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60934 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80647 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54990 members 
Mstep: Class 20 contains 12454 members 
Mstep: Class 21 contains 56377 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18947 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 82968 members 
Mstep: Class 30 contains 11602 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49748 members 
Mstep: Class 37 contains 46738 members 
Mstep: Class 38 contains 11053 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 13316 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962376.000000 Penalty: 98007.054688
Iteration 137Q: 46 clusters Score -8.596238e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 16010 members 
Mstep: Class 11 contains 27020 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60900 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80597 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55101 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 56371 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18967 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 82480 members 
Mstep: Class 30 contains 11332 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 64828 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49710 members 
Mstep: Class 37 contains 46905 members 
Mstep: Class 38 contains 11186 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 13459 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961928.000000 Penalty: 98007.054688
Iteration 138Q: 46 clusters Score -8.596193e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13616 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15991 members 
Mstep: Class 11 contains 27021 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60852 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80575 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55128 members 
Mstep: Class 20 contains 12385 members 
Mstep: Class 21 contains 56376 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 82093 members 
Mstep: Class 30 contains 11070 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 65284 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49676 members 
Mstep: Class 37 contains 47081 members 
Mstep: Class 38 contains 11292 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 13601 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961840.000000 Penalty: 98007.054688
Iteration 139Q: 46 clusters Score -8.596184e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13546 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15970 members 
Mstep: Class 11 contains 27029 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60843 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80545 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55116 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 56382 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18974 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 81740 members 
Mstep: Class 30 contains 10800 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 65667 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49705 members 
Mstep: Class 37 contains 47232 members 
Mstep: Class 38 contains 11365 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 13740 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961888.000000 Penalty: 98007.054688
Iteration 140F: 46 clusters Score -8.596189e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13459 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15941 members 
Mstep: Class 11 contains 27050 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60821 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 80009 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55079 members 
Mstep: Class 20 contains 12368 members 
Mstep: Class 21 contains 56403 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18975 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 81352 members 
Mstep: Class 30 contains 10548 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 66053 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49750 members 
Mstep: Class 37 contains 47339 members 
Mstep: Class 38 contains 12002 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 13900 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962256.000000 Penalty: 98007.054688
Iteration 141Q: 46 clusters Score -8.596226e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13364 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 27036 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60760 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 79605 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55069 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 56440 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18976 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 80973 members 
Mstep: Class 30 contains 10257 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 66403 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49751 members 
Mstep: Class 37 contains 47475 members 
Mstep: Class 38 contains 12642 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 14044 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962432.000000 Penalty: 98007.054688
Iteration 142Q: 46 clusters Score -8.596243e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13287 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 27023 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60693 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 79143 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55080 members 
Mstep: Class 20 contains 12336 members 
Mstep: Class 21 contains 56465 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18990 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 80637 members 
Mstep: Class 30 contains 9978 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 66730 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49732 members 
Mstep: Class 37 contains 47594 members 
Mstep: Class 38 contains 13321 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 14186 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962400.000000 Penalty: 98007.054688
Iteration 143Q: 46 clusters Score -8.59624e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13212 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15875 members 
Mstep: Class 11 contains 27001 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60612 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 78665 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55088 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 56504 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19018 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 80234 members 
Mstep: Class 30 contains 9720 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 67080 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49726 members 
Mstep: Class 37 contains 47689 members 
Mstep: Class 38 contains 14058 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 14310 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962624.000000 Penalty: 98007.054688
Iteration 144Q: 46 clusters Score -8.596262e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13156 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15853 members 
Mstep: Class 11 contains 26984 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60515 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 78121 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55084 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 56544 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19037 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 79913 members 
Mstep: Class 30 contains 9458 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 67387 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49733 members 
Mstep: Class 37 contains 47772 members 
Mstep: Class 38 contains 14832 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 14437 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962744.000000 Penalty: 98007.054688
Iteration 145Q: 46 clusters Score -8.596274e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13105 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15826 members 
Mstep: Class 11 contains 26975 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60419 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 77473 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 55039 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 56589 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19048 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 79646 members 
Mstep: Class 30 contains 9235 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 67688 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49732 members 
Mstep: Class 37 contains 47882 members 
Mstep: Class 38 contains 15652 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 14533 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963496.000000 Penalty: 98007.054688
Iteration 146Q: 46 clusters Score -8.59635e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13054 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15794 members 
Mstep: Class 11 contains 26963 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60313 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 76758 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54994 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 56641 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19064 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 79379 members 
Mstep: Class 30 contains 9018 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 67965 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49763 members 
Mstep: Class 37 contains 47967 members 
Mstep: Class 38 contains 16557 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14623 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963096.000000 Penalty: 98007.054688
Iteration 147Q: 46 clusters Score -8.59631e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4690 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 26964 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60184 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 75891 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54963 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 56694 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19066 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 79146 members 
Mstep: Class 30 contains 8844 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68200 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49808 members 
Mstep: Class 37 contains 48042 members 
Mstep: Class 38 contains 17591 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963392.000000 Penalty: 98007.054688
Iteration 148Q: 46 clusters Score -8.596339e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4682 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15724 members 
Mstep: Class 11 contains 26951 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 60053 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 75013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54873 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 56768 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19095 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 78934 members 
Mstep: Class 30 contains 8685 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68354 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49844 members 
Mstep: Class 37 contains 48160 members 
Mstep: Class 38 contains 18669 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14795 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963536.000000 Penalty: 98007.054688
Iteration 149Q: 46 clusters Score -8.596354e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4670 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15705 members 
Mstep: Class 11 contains 26941 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59928 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 74133 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54816 members 
Mstep: Class 20 contains 12263 members 
Mstep: Class 21 contains 56814 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 78692 members 
Mstep: Class 30 contains 8546 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68509 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49847 members 
Mstep: Class 37 contains 48287 members 
Mstep: Class 38 contains 19768 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14865 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963592.000000 Penalty: 98007.054688
Iteration 150Q: 46 clusters Score -8.596359e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15689 members 
Mstep: Class 11 contains 26925 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59788 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 73328 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54767 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 56883 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19123 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 78466 members 
Mstep: Class 30 contains 8398 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68624 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49841 members 
Mstep: Class 37 contains 48415 members 
Mstep: Class 38 contains 20847 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14917 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963584.000000 Penalty: 98007.054688
Iteration 151Q: 46 clusters Score -8.596358e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 26901 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59697 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 72609 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54694 members 
Mstep: Class 20 contains 12254 members 
Mstep: Class 21 contains 56953 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19130 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 78180 members 
Mstep: Class 30 contains 8266 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68741 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49877 members 
Mstep: Class 37 contains 48504 members 
Mstep: Class 38 contains 21851 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 14964 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963744.000000 Penalty: 98007.054688
Iteration 152Q: 46 clusters Score -8.596374e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 26885 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59604 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 72025 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54578 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19150 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 77821 members 
Mstep: Class 30 contains 8142 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 68886 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49896 members 
Mstep: Class 37 contains 48620 members 
Mstep: Class 38 contains 22766 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 15020 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963696.000000 Penalty: 98007.054688
Iteration 153Q: 46 clusters Score -8.59637e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4639 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 26867 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59513 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 71592 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54450 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 57112 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19172 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 77445 members 
Mstep: Class 30 contains 8003 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69026 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49908 members 
Mstep: Class 37 contains 48748 members 
Mstep: Class 38 contains 23540 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15089 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963472.000000 Penalty: 98007.054688
Iteration 154Q: 46 clusters Score -8.596347e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 11 contains 26857 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59464 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 71241 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54291 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 57202 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19203 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 77016 members 
Mstep: Class 30 contains 7851 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49879 members 
Mstep: Class 37 contains 48930 members 
Mstep: Class 38 contains 24216 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15156 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963984.000000 Penalty: 98007.054688
Iteration 155Q: 46 clusters Score -8.596398e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 15589 members 
Mstep: Class 11 contains 26855 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59426 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 71018 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54184 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 57309 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19217 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 76515 members 
Mstep: Class 30 contains 7689 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69339 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49817 members 
Mstep: Class 37 contains 49069 members 
Mstep: Class 38 contains 24903 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15229 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964112.000000 Penalty: 98007.054688
Iteration 156Q: 46 clusters Score -8.596411e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12749 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 26852 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59390 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70899 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 54067 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 57414 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19242 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 75959 members 
Mstep: Class 30 contains 7547 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69434 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49775 members 
Mstep: Class 37 contains 49224 members 
Mstep: Class 38 contains 25543 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15298 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964000.000000 Penalty: 98007.054688
Iteration 157Q: 46 clusters Score -8.5964e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12719 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 26843 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59367 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70795 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53890 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 57534 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19240 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 75466 members 
Mstep: Class 30 contains 7423 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69481 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49703 members 
Mstep: Class 37 contains 49438 members 
Mstep: Class 38 contains 26146 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15371 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964072.000000 Penalty: 98007.054688
Iteration 158Q: 46 clusters Score -8.596407e+07 nChanged 2939
Entering ConstructFrom: 
Score: -85964072.000000 Penalty: 98007.054688
Entering ConstructFrom: 
Trying to split cluster 1 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -40369.015625 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -40369.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39485.765625 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -39485.77 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39834.281250 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -39834.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40066.242188 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -40066.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40247.371094 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -40247.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40361.449219 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -40361.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40440.183594 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -40440.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40482.867188 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -40482.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40508.660156 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -40508.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40539.695312 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -40539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40552.117188 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -40552.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40558.750000 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -40558.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40559.667969 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -40559.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40563.160156 Penalty: 1991.941284
	Iteration 12F: 3 clusters Score -40563.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40578.531250 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -40578.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40578.531250 Penalty: 1991.941284
	Iteration 14F: 3 clusters Score -40578.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 300 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85963336.000000 Penalty: 100184.984375
Splitting cluster 1 changes total score from -85964072.000000 to -85963336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1651276.375000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -1651276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1642363.625000 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -1642364 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1645398.500000 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -1645398 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1645839.000000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -1645839 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1646293.375000 Penalty: 3070.913086
	Iteration 3F: 3 clusters Score -1646293 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1646793.250000 Penalty: 3070.913086
	Iteration 4F: 3 clusters Score -1646793 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1647324.750000 Penalty: 3070.913086
	Iteration 5F: 3 clusters Score -1647325 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1647899.625000 Penalty: 3070.913086
	Iteration 6F: 3 clusters Score -1647900 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1648429.625000 Penalty: 3070.913086
	Iteration 7F: 3 clusters Score -1648430 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1648861.500000 Penalty: 3070.913086
	Iteration 8Q: 3 clusters Score -1648862 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1649193.500000 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -1649194 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1649431.375000 Penalty: 3070.913086
	Iteration 10Q: 3 clusters Score -1649431 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1649619.250000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -1649619 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1649745.750000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -1649746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1649855.625000 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -1649856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1649926.000000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -1649926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1649976.125000 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -1649976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1650012.500000 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -1650012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1650039.750000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -1650040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1650058.625000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -1650059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1650067.000000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -1650067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1650074.125000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -1650074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1650084.750000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -1650085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1650089.125000 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -1650089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1650100.125000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -1650100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1650107.500000 Penalty: 3070.913086
	Iteration 24Q: 3 clusters Score -1650108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1650115.250000 Penalty: 3070.913086
	Iteration 25Q: 3 clusters Score -1650115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1650127.125000 Penalty: 3070.913086
	Iteration 26Q: 3 clusters Score -1650127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1650135.125000 Penalty: 3070.913086
	Iteration 27Q: 3 clusters Score -1650135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1650138.375000 Penalty: 3070.913086
	Iteration 28Q: 3 clusters Score -1650138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1650147.750000 Penalty: 3070.913086
	Iteration 29Q: 3 clusters Score -1650148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1650152.750000 Penalty: 3070.913086
	Iteration 30Q: 3 clusters Score -1650153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1650161.250000 Penalty: 3070.913086
	Iteration 31Q: 3 clusters Score -1650161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1650165.000000 Penalty: 3070.913086
	Iteration 32Q: 3 clusters Score -1650165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1650169.625000 Penalty: 3070.913086
	Iteration 33Q: 3 clusters Score -1650170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1650174.625000 Penalty: 3070.913086
	Iteration 34Q: 3 clusters Score -1650175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1650177.125000 Penalty: 3070.913086
	Iteration 35Q: 3 clusters Score -1650177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1650182.000000 Penalty: 3070.913086
	Iteration 36Q: 3 clusters Score -1650182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1650190.250000 Penalty: 3070.913086
	Iteration 37Q: 3 clusters Score -1650190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1650192.375000 Penalty: 3070.913086
	Iteration 38Q: 3 clusters Score -1650192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1650195.625000 Penalty: 3070.913086
	Iteration 39Q: 3 clusters Score -1650196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1650195.125000 Penalty: 3070.913086
	Iteration 40F: 3 clusters Score -1650195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1650195.125000 Penalty: 3070.913086
	Iteration 41Q: 3 clusters Score -1650195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1650195.125000 Penalty: 3070.913086
	Iteration 42F: 3 clusters Score -1650195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -137941.453125 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -137941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136461.265625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -136461.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136728.906250 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -136728.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136799.750000 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -136799.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136845.671875 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -136845.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136895.828125 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -136895.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136915.234375 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -136915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136926.843750 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -136926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136934.250000 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -136934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136938.953125 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -136939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136943.125000 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -136943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136950.953125 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -136951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136959.093750 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -136959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136963.828125 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -136963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136970.578125 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -136970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136979.140625 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -136979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136985.328125 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -136985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136995.390625 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -136995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137003.062500 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -137003.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137016.703125 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -137016.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137027.953125 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -137028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137039.375000 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -137039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137053.093750 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -137053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137060.578125 Penalty: 2280.106445
	Iteration 22Q: 3 clusters Score -137060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137064.843750 Penalty: 2280.106445
	Iteration 23Q: 3 clusters Score -137064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137069.156250 Penalty: 2280.106445
	Iteration 24Q: 3 clusters Score -137069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -137072.468750 Penalty: 2280.106445
	Iteration 25Q: 3 clusters Score -137072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -137074.921875 Penalty: 2280.106445
	Iteration 26Q: 3 clusters Score -137074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -137078.187500 Penalty: 2280.106445
	Iteration 27Q: 3 clusters Score -137078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -137079.828125 Penalty: 2280.106445
	Iteration 28Q: 3 clusters Score -137079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137080.906250 Penalty: 2280.106445
	Iteration 29Q: 3 clusters Score -137080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -137082.140625 Penalty: 2280.106445
	Iteration 30Q: 3 clusters Score -137082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -137087.375000 Penalty: 2280.106445
	Iteration 31Q: 3 clusters Score -137087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137093.171875 Penalty: 2280.106445
	Iteration 32Q: 3 clusters Score -137093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137101.296875 Penalty: 2280.106445
	Iteration 33Q: 3 clusters Score -137101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137108.812500 Penalty: 2280.106445
	Iteration 34Q: 3 clusters Score -137108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -137116.562500 Penalty: 2280.106445
	Iteration 35Q: 3 clusters Score -137116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -137119.609375 Penalty: 2280.106445
	Iteration 36Q: 3 clusters Score -137119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137122.859375 Penalty: 2280.106445
	Iteration 37Q: 3 clusters Score -137122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -137126.343750 Penalty: 2280.106445
	Iteration 38Q: 3 clusters Score -137126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137127.140625 Penalty: 2280.106445
	Iteration 39Q: 3 clusters Score -137127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137127.359375 Penalty: 2280.106445
	Iteration 40F: 3 clusters Score -137127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -56305.167969 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -56305.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55306.558594 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -55306.56 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55548.941406 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -55548.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55652.363281 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -55652.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55705.171875 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -55705.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55740.847656 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -55740.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55749.390625 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -55749.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55758.804688 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -55758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55760.070312 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -55760.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55760.820312 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -55760.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55760.820312 Penalty: 2013.844360
	Iteration 9F: 3 clusters Score -55760.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44213.519531 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44213.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44420.488281 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44420.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44546.921875 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44546.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44639.945312 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -44639.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44686.386719 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44686.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44736.539062 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44736.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44745.042969 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44745.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44755.691406 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44755.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44780.148438 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44780.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44785.574219 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -44785.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44785.574219 Penalty: 1939.829956
	Iteration 10F: 3 clusters Score -44785.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -574137.687500 Penalty: 1369.821777
	Iteration 0F: 2 clusters Score -574137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570471.062500 Penalty: 2739.643555
	Iteration 0F: 3 clusters Score -570471.1 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -571603.250000 Penalty: 2739.643555
	Iteration 1F: 3 clusters Score -571603.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -571887.125000 Penalty: 2739.643555
	Iteration 2F: 3 clusters Score -571887.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -572181.312500 Penalty: 2739.643555
	Iteration 3F: 3 clusters Score -572181.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -572464.937500 Penalty: 2739.643555
	Iteration 4F: 3 clusters Score -572464.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -572750.875000 Penalty: 2739.643555
	Iteration 5F: 3 clusters Score -572750.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -573073.062500 Penalty: 2739.643555
	Iteration 6F: 3 clusters Score -573073.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -573348.500000 Penalty: 2739.643555
	Iteration 7Q: 3 clusters Score -573348.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -573536.687500 Penalty: 2739.643555
	Iteration 8Q: 3 clusters Score -573536.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -573646.500000 Penalty: 2739.643555
	Iteration 9Q: 3 clusters Score -573646.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -573714.062500 Penalty: 2739.643555
	Iteration 10Q: 3 clusters Score -573714.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573750.250000 Penalty: 2739.643555
	Iteration 11Q: 3 clusters Score -573750.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -573770.000000 Penalty: 2739.643555
	Iteration 12Q: 3 clusters Score -573770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -573778.500000 Penalty: 2739.643555
	Iteration 13Q: 3 clusters Score -573778.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -573787.562500 Penalty: 2739.643555
	Iteration 14Q: 3 clusters Score -573787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -573794.062500 Penalty: 2739.643555
	Iteration 15Q: 3 clusters Score -573794.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -573803.375000 Penalty: 2739.643555
	Iteration 16Q: 3 clusters Score -573803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -573808.375000 Penalty: 2739.643555
	Iteration 17Q: 3 clusters Score -573808.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -573811.375000 Penalty: 2739.643555
	Iteration 18Q: 3 clusters Score -573811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -573816.500000 Penalty: 2739.643555
	Iteration 19Q: 3 clusters Score -573816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -573818.937500 Penalty: 2739.643555
	Iteration 20F: 3 clusters Score -573818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -573820.500000 Penalty: 2739.643555
	Iteration 21Q: 3 clusters Score -573820.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -573820.062500 Penalty: 2739.643555
	Iteration 22Q: 3 clusters Score -573820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -573823.187500 Penalty: 2739.643555
	Iteration 23Q: 3 clusters Score -573823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -573823.937500 Penalty: 2739.643555
	Iteration 24Q: 3 clusters Score -573823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -573824.812500 Penalty: 2739.643555
	Iteration 25Q: 3 clusters Score -573824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -573826.125000 Penalty: 2739.643555
	Iteration 26Q: 3 clusters Score -573826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -573826.125000 Penalty: 2739.643555
	Iteration 27Q: 3 clusters Score -573826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -573827.250000 Penalty: 2739.643555
	Iteration 28Q: 3 clusters Score -573827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -573827.250000 Penalty: 2739.643555
	Iteration 29F: 3 clusters Score -573827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -25011.406250 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -25011.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24135.250000 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -24135.25 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24729.171875 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -24729.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25101.750000 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -25101.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25500.087891 Penalty: 2034.364014
	Iteration 3F: 3 clusters Score -25500.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25903.365234 Penalty: 2034.364014
	Iteration 4F: 3 clusters Score -25903.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26047.693359 Penalty: 2034.364014
	Iteration 5Q: 3 clusters Score -26047.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26135.937500 Penalty: 2034.364014
	Iteration 6Q: 3 clusters Score -26135.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26155.076172 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -26155.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26171.437500 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -26171.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26173.955078 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -26173.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26173.955078 Penalty: 2034.364014
	Iteration 10F: 3 clusters Score -26173.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
Score: -85964312.000000 Penalty: 100184.984375
Splitting cluster 7 changes total score from -85964072.000000 to -85964312.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69816.882812 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69816.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69949.859375 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69949.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69987.593750 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -69987.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69996.156250 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -69996.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70000.773438 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70000.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70003.007812 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70003.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70007.117188 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70007.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70010.210938 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70010.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70012.484375 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70012.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70015.851562 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70015.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70015.851562 Penalty: 1938.163208
	Iteration 10F: 3 clusters Score -70015.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -61901.710938 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -61901.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60804.941406 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -60804.94 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61123.078125 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -61123.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61339.992188 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -61339.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61542.179688 Penalty: 2055.998535
	Iteration 3F: 3 clusters Score -61542.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61754.261719 Penalty: 2055.998535
	Iteration 4F: 3 clusters Score -61754.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61900.296875 Penalty: 2055.998535
	Iteration 5F: 3 clusters Score -61900.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62012.621094 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -62012.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62081.394531 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -62081.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62122.074219 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -62122.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62147.261719 Penalty: 2055.998535
	Iteration 9Q: 3 clusters Score -62147.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62152.589844 Penalty: 2055.998535
	Iteration 10Q: 3 clusters Score -62152.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62154.062500 Penalty: 2055.998535
	Iteration 11Q: 3 clusters Score -62154.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62154.062500 Penalty: 2055.998535
	Iteration 12F: 3 clusters Score -62154.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
Score: -85963432.000000 Penalty: 102362.921875
Splitting cluster 9 changes total score from -85964072.000000 to -85963432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (15530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Entering Unmasked Estep 
Score: -1990659.375000 Penalty: 1568.210938
	Iteration 0F: 2 clusters Score -1990659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1979973.125000 Penalty: 3136.421875
	Iteration 0F: 3 clusters Score -1979973 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1983700.125000 Penalty: 3136.421875
	Iteration 1F: 3 clusters Score -1983700 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1984145.125000 Penalty: 3136.421875
	Iteration 2F: 3 clusters Score -1984145 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1984641.875000 Penalty: 3136.421875
	Iteration 3F: 3 clusters Score -1984642 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1985219.750000 Penalty: 3136.421875
	Iteration 4F: 3 clusters Score -1985220 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1985779.375000 Penalty: 3136.421875
	Iteration 5F: 3 clusters Score -1985779 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1986374.625000 Penalty: 3136.421875
	Iteration 6F: 3 clusters Score -1986375 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1986973.625000 Penalty: 3136.421875
	Iteration 7F: 3 clusters Score -1986974 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1987508.875000 Penalty: 3136.421875
	Iteration 8F: 3 clusters Score -1987509 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1987939.750000 Penalty: 3136.421875
	Iteration 9Q: 3 clusters Score -1987940 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1988249.375000 Penalty: 3136.421875
	Iteration 10Q: 3 clusters Score -1988249 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1988489.625000 Penalty: 3136.421875
	Iteration 11Q: 3 clusters Score -1988490 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1988677.250000 Penalty: 3136.421875
	Iteration 12Q: 3 clusters Score -1988677 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1988819.750000 Penalty: 3136.421875
	Iteration 13Q: 3 clusters Score -1988820 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1988931.625000 Penalty: 3136.421875
	Iteration 14Q: 3 clusters Score -1988932 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1989023.625000 Penalty: 3136.421875
	Iteration 15Q: 3 clusters Score -1989024 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1989114.750000 Penalty: 3136.421875
	Iteration 16Q: 3 clusters Score -1989115 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1989193.250000 Penalty: 3136.421875
	Iteration 17Q: 3 clusters Score -1989193 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1989253.875000 Penalty: 3136.421875
	Iteration 18Q: 3 clusters Score -1989254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1989305.750000 Penalty: 3136.421875
	Iteration 19Q: 3 clusters Score -1989306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1989345.125000 Penalty: 3136.421875
	Iteration 20F: 3 clusters Score -1989345 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1989386.250000 Penalty: 3136.421875
	Iteration 21Q: 3 clusters Score -1989386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1989430.750000 Penalty: 3136.421875
	Iteration 22Q: 3 clusters Score -1989431 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1989464.750000 Penalty: 3136.421875
	Iteration 23Q: 3 clusters Score -1989465 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1989501.000000 Penalty: 3136.421875
	Iteration 24Q: 3 clusters Score -1989501 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1989540.000000 Penalty: 3136.421875
	Iteration 25Q: 3 clusters Score -1989540 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1989588.250000 Penalty: 3136.421875
	Iteration 26Q: 3 clusters Score -1989588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1989633.000000 Penalty: 3136.421875
	Iteration 27Q: 3 clusters Score -1989633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1989670.875000 Penalty: 3136.421875
	Iteration 28Q: 3 clusters Score -1989671 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1989710.750000 Penalty: 3136.421875
	Iteration 29Q: 3 clusters Score -1989711 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1989740.250000 Penalty: 3136.421875
	Iteration 30Q: 3 clusters Score -1989740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1989764.750000 Penalty: 3136.421875
	Iteration 31Q: 3 clusters Score -1989765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1989795.250000 Penalty: 3136.421875
	Iteration 32Q: 3 clusters Score -1989795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1989807.125000 Penalty: 3136.421875
	Iteration 33Q: 3 clusters Score -1989807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1989823.750000 Penalty: 3136.421875
	Iteration 34Q: 3 clusters Score -1989824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1989833.250000 Penalty: 3136.421875
	Iteration 35Q: 3 clusters Score -1989833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1989843.250000 Penalty: 3136.421875
	Iteration 36Q: 3 clusters Score -1989843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1989861.500000 Penalty: 3136.421875
	Iteration 37Q: 3 clusters Score -1989862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1989874.625000 Penalty: 3136.421875
	Iteration 38Q: 3 clusters Score -1989875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1989897.625000 Penalty: 3136.421875
	Iteration 39Q: 3 clusters Score -1989898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1989915.625000 Penalty: 3136.421875
	Iteration 40F: 3 clusters Score -1989916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1989922.250000 Penalty: 3136.421875
	Iteration 41Q: 3 clusters Score -1989922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1989935.125000 Penalty: 3136.421875
	Iteration 42Q: 3 clusters Score -1989935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1989942.000000 Penalty: 3136.421875
	Iteration 43Q: 3 clusters Score -1989942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1989952.750000 Penalty: 3136.421875
	Iteration 44Q: 3 clusters Score -1989953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1989967.250000 Penalty: 3136.421875
	Iteration 45Q: 3 clusters Score -1989967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1990001.125000 Penalty: 3136.421875
	Iteration 46Q: 3 clusters Score -1990001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1990023.000000 Penalty: 3136.421875
	Iteration 47Q: 3 clusters Score -1990023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1990059.750000 Penalty: 3136.421875
	Iteration 48Q: 3 clusters Score -1990060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1990092.250000 Penalty: 3136.421875
	Iteration 49Q: 3 clusters Score -1990092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1990125.375000 Penalty: 3136.421875
	Iteration 50Q: 3 clusters Score -1990125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1990144.625000 Penalty: 3136.421875
	Iteration 51Q: 3 clusters Score -1990145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1990161.000000 Penalty: 3136.421875
	Iteration 52Q: 3 clusters Score -1990161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1990175.125000 Penalty: 3136.421875
	Iteration 53Q: 3 clusters Score -1990175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1990183.125000 Penalty: 3136.421875
	Iteration 54Q: 3 clusters Score -1990183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1990205.000000 Penalty: 3136.421875
	Iteration 55Q: 3 clusters Score -1990205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1990218.125000 Penalty: 3136.421875
	Iteration 56Q: 3 clusters Score -1990218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1990251.625000 Penalty: 3136.421875
	Iteration 57Q: 3 clusters Score -1990252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1990325.250000 Penalty: 3136.421875
	Iteration 58Q: 3 clusters Score -1990325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1990417.125000 Penalty: 3136.421875
	Iteration 59Q: 3 clusters Score -1990417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1990488.250000 Penalty: 3136.421875
	Iteration 60F: 3 clusters Score -1990488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1990538.625000 Penalty: 3136.421875
	Iteration 61Q: 3 clusters Score -1990539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1990567.500000 Penalty: 3136.421875
	Iteration 62Q: 3 clusters Score -1990568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1990587.500000 Penalty: 3136.421875
	Iteration 63Q: 3 clusters Score -1990588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1990593.625000 Penalty: 3136.421875
	Iteration 64Q: 3 clusters Score -1990594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1990591.750000 Penalty: 3136.421875
	Iteration 65Q: 3 clusters Score -1990592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1990592.625000 Penalty: 3136.421875
	Iteration 66Q: 3 clusters Score -1990593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1990591.500000 Penalty: 3136.421875
	Iteration 67Q: 3 clusters Score -1990592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1990594.125000 Penalty: 3136.421875
	Iteration 68Q: 3 clusters Score -1990594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1990593.750000 Penalty: 3136.421875
	Iteration 69Q: 3 clusters Score -1990594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1990593.750000 Penalty: 3136.421875
	Iteration 70F: 3 clusters Score -1990594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -3524975.000000 Penalty: 1657.160278
	Iteration 0F: 2 clusters Score -3524975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3506919.250000 Penalty: 3314.320557
	Iteration 0F: 3 clusters Score -3506919 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3513907.250000 Penalty: 3314.320557
	Iteration 1F: 3 clusters Score -3513907 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3514333.250000 Penalty: 3314.320557
	Iteration 2Q: 3 clusters Score -3514333 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3514740.250000 Penalty: 3314.320557
	Iteration 3Q: 3 clusters Score -3514740 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3515260.250000 Penalty: 3314.320557
	Iteration 4Q: 3 clusters Score -3515260 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3515905.250000 Penalty: 3314.320557
	Iteration 5Q: 3 clusters Score -3515905 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3516726.250000 Penalty: 3314.320557
	Iteration 6F: 3 clusters Score -3516726 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3517781.500000 Penalty: 3314.320557
	Iteration 7F: 3 clusters Score -3517782 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3518933.750000 Penalty: 3314.320557
	Iteration 8F: 3 clusters Score -3518934 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3519897.250000 Penalty: 3314.320557
	Iteration 9F: 3 clusters Score -3519897 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3520638.500000 Penalty: 3314.320557
	Iteration 10Q: 3 clusters Score -3520638 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3521159.500000 Penalty: 3314.320557
	Iteration 11Q: 3 clusters Score -3521160 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3521545.000000 Penalty: 3314.320557
	Iteration 12Q: 3 clusters Score -3521545 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3521775.000000 Penalty: 3314.320557
	Iteration 13Q: 3 clusters Score -3521775 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3521971.250000 Penalty: 3314.320557
	Iteration 14Q: 3 clusters Score -3521971 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3522150.250000 Penalty: 3314.320557
	Iteration 15Q: 3 clusters Score -3522150 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3522310.750000 Penalty: 3314.320557
	Iteration 16Q: 3 clusters Score -3522311 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3522466.250000 Penalty: 3314.320557
	Iteration 17Q: 3 clusters Score -3522466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3522614.750000 Penalty: 3314.320557
	Iteration 18Q: 3 clusters Score -3522615 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3522765.000000 Penalty: 3314.320557
	Iteration 19Q: 3 clusters Score -3522765 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3522887.750000 Penalty: 3314.320557
	Iteration 20F: 3 clusters Score -3522888 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3522976.250000 Penalty: 3314.320557
	Iteration 21Q: 3 clusters Score -3522976 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3523071.750000 Penalty: 3314.320557
	Iteration 22Q: 3 clusters Score -3523072 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3523154.750000 Penalty: 3314.320557
	Iteration 23Q: 3 clusters Score -3523155 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3523244.250000 Penalty: 3314.320557
	Iteration 24Q: 3 clusters Score -3523244 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3523318.500000 Penalty: 3314.320557
	Iteration 25Q: 3 clusters Score -3523318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3523372.750000 Penalty: 3314.320557
	Iteration 26Q: 3 clusters Score -3523373 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3523432.000000 Penalty: 3314.320557
	Iteration 27Q: 3 clusters Score -3523432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3523477.750000 Penalty: 3314.320557
	Iteration 28Q: 3 clusters Score -3523478 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3523519.000000 Penalty: 3314.320557
	Iteration 29Q: 3 clusters Score -3523519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3523538.500000 Penalty: 3314.320557
	Iteration 30Q: 3 clusters Score -3523538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3523559.500000 Penalty: 3314.320557
	Iteration 31Q: 3 clusters Score -3523560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3523578.500000 Penalty: 3314.320557
	Iteration 32Q: 3 clusters Score -3523578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3523597.250000 Penalty: 3314.320557
	Iteration 33Q: 3 clusters Score -3523597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3523627.750000 Penalty: 3314.320557
	Iteration 34Q: 3 clusters Score -3523628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3523638.250000 Penalty: 3314.320557
	Iteration 35Q: 3 clusters Score -3523638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3523662.500000 Penalty: 3314.320557
	Iteration 36Q: 3 clusters Score -3523662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3523670.500000 Penalty: 3314.320557
	Iteration 37Q: 3 clusters Score -3523670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3523684.250000 Penalty: 3314.320557
	Iteration 38Q: 3 clusters Score -3523684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3523704.250000 Penalty: 3314.320557
	Iteration 39Q: 3 clusters Score -3523704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3523716.750000 Penalty: 3314.320557
	Iteration 40F: 3 clusters Score -3523717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3523717.500000 Penalty: 3314.320557
	Iteration 41Q: 3 clusters Score -3523718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3523739.250000 Penalty: 3314.320557
	Iteration 42Q: 3 clusters Score -3523739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3523750.750000 Penalty: 3314.320557
	Iteration 43Q: 3 clusters Score -3523751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3523755.000000 Penalty: 3314.320557
	Iteration 44Q: 3 clusters Score -3523755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3523763.250000 Penalty: 3314.320557
	Iteration 45Q: 3 clusters Score -3523763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3523771.500000 Penalty: 3314.320557
	Iteration 46Q: 3 clusters Score -3523772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3523775.500000 Penalty: 3314.320557
	Iteration 47Q: 3 clusters Score -3523776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3523782.000000 Penalty: 3314.320557
	Iteration 48Q: 3 clusters Score -3523782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3523783.250000 Penalty: 3314.320557
	Iteration 49Q: 3 clusters Score -3523783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3523782.500000 Penalty: 3314.320557
	Iteration 50Q: 3 clusters Score -3523782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3523781.750000 Penalty: 3314.320557
	Iteration 51Q: 3 clusters Score -3523782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3523783.500000 Penalty: 3314.320557
	Iteration 52Q: 3 clusters Score -3523784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3523779.000000 Penalty: 3314.320557
	Iteration 53Q: 3 clusters Score -3523779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3523783.250000 Penalty: 3314.320557
	Iteration 54Q: 3 clusters Score -3523783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3523781.250000 Penalty: 3314.320557
	Iteration 55Q: 3 clusters Score -3523781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3523779.500000 Penalty: 3314.320557
	Iteration 56Q: 3 clusters Score -3523780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3523781.000000 Penalty: 3314.320557
	Iteration 57Q: 3 clusters Score -3523781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3523783.500000 Penalty: 3314.320557
	Iteration 58Q: 3 clusters Score -3523784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3523783.500000 Penalty: 3314.320557
	Iteration 59F: 3 clusters Score -3523784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -37485.453125 Penalty: 1011.490723
	Iteration 0F: 2 clusters Score -37485.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36490.375000 Penalty: 2022.981445
	Iteration 0F: 3 clusters Score -36490.38 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36789.121094 Penalty: 2022.981445
	Iteration 1F: 3 clusters Score -36789.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36978.625000 Penalty: 2022.981445
	Iteration 2F: 3 clusters Score -36978.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37084.414062 Penalty: 2022.981445
	Iteration 3F: 3 clusters Score -37084.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37152.500000 Penalty: 2022.981445
	Iteration 4Q: 3 clusters Score -37152.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37227.226562 Penalty: 2022.981445
	Iteration 5Q: 3 clusters Score -37227.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37283.910156 Penalty: 2022.981445
	Iteration 6Q: 3 clusters Score -37283.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37334.863281 Penalty: 2022.981445
	Iteration 7Q: 3 clusters Score -37334.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37387.640625 Penalty: 2022.981445
	Iteration 8Q: 3 clusters Score -37387.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37398.753906 Penalty: 2022.981445
	Iteration 9Q: 3 clusters Score -37398.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37401.195312 Penalty: 2022.981445
	Iteration 10Q: 3 clusters Score -37401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37401.195312 Penalty: 2022.981445
	Iteration 11F: 3 clusters Score -37401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Entering Unmasked Estep 
Score: -7888795.500000 Penalty: 1785.991821
	Iteration 0F: 2 clusters Score -7888796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -7849515.500000 Penalty: 3571.983643
	Iteration 0F: 3 clusters Score -7849516 nChanged 28035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -7865561.500000 Penalty: 3571.983643
	Iteration 1F: 3 clusters Score -7865562 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -7866199.000000 Penalty: 3571.983643
	Iteration 2Q: 3 clusters Score -7866199 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -7867048.000000 Penalty: 3571.983643
	Iteration 3Q: 3 clusters Score -7867048 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7868349.500000 Penalty: 3571.983643
	Iteration 4Q: 3 clusters Score -7868350 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7870267.000000 Penalty: 3571.983643
	Iteration 5F: 3 clusters Score -7870267 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -7873159.000000 Penalty: 3571.983643
	Iteration 6F: 3 clusters Score -7873159 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7876864.500000 Penalty: 3571.983643
	Iteration 7F: 3 clusters Score -7876864 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -7880708.500000 Penalty: 3571.983643
	Iteration 8F: 3 clusters Score -7880708 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -7883288.500000 Penalty: 3571.983643
	Iteration 9F: 3 clusters Score -7883288 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -7884388.000000 Penalty: 3571.983643
	Iteration 10Q: 3 clusters Score -7884388 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -7884912.500000 Penalty: 3571.983643
	Iteration 11Q: 3 clusters Score -7884912 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -7885217.500000 Penalty: 3571.983643
	Iteration 12Q: 3 clusters Score -7885218 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7885469.500000 Penalty: 3571.983643
	Iteration 13Q: 3 clusters Score -7885470 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -7885638.500000 Penalty: 3571.983643
	Iteration 14Q: 3 clusters Score -7885638 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -7885766.000000 Penalty: 3571.983643
	Iteration 15Q: 3 clusters Score -7885766 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -7885869.500000 Penalty: 3571.983643
	Iteration 16Q: 3 clusters Score -7885870 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -7885939.500000 Penalty: 3571.983643
	Iteration 17Q: 3 clusters Score -7885940 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -7886006.500000 Penalty: 3571.983643
	Iteration 18Q: 3 clusters Score -7886006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -7886060.500000 Penalty: 3571.983643
	Iteration 19Q: 3 clusters Score -7886060 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -7886098.000000 Penalty: 3571.983643
	Iteration 20F: 3 clusters Score -7886098 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -7886150.000000 Penalty: 3571.983643
	Iteration 21Q: 3 clusters Score -7886150 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -7886196.500000 Penalty: 3571.983643
	Iteration 22Q: 3 clusters Score -7886196 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -7886246.500000 Penalty: 3571.983643
	Iteration 23Q: 3 clusters Score -7886246 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -7886322.000000 Penalty: 3571.983643
	Iteration 24Q: 3 clusters Score -7886322 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7886390.000000 Penalty: 3571.983643
	Iteration 25Q: 3 clusters Score -7886390 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -7886420.500000 Penalty: 3571.983643
	Iteration 26Q: 3 clusters Score -7886420 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -7886468.000000 Penalty: 3571.983643
	Iteration 27Q: 3 clusters Score -7886468 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -7886521.500000 Penalty: 3571.983643
	Iteration 28Q: 3 clusters Score -7886522 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -7886593.000000 Penalty: 3571.983643
	Iteration 29Q: 3 clusters Score -7886593 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -7886641.500000 Penalty: 3571.983643
	Iteration 30Q: 3 clusters Score -7886642 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -7886674.000000 Penalty: 3571.983643
	Iteration 31Q: 3 clusters Score -7886674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -7886760.500000 Penalty: 3571.983643
	Iteration 32Q: 3 clusters Score -7886760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -7886806.000000 Penalty: 3571.983643
	Iteration 33Q: 3 clusters Score -7886806 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -7886858.500000 Penalty: 3571.983643
	Iteration 34Q: 3 clusters Score -7886858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -7886911.000000 Penalty: 3571.983643
	Iteration 35Q: 3 clusters Score -7886911 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -7886921.000000 Penalty: 3571.983643
	Iteration 36Q: 3 clusters Score -7886921 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -7886957.500000 Penalty: 3571.983643
	Iteration 37Q: 3 clusters Score -7886958 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -7886980.000000 Penalty: 3571.983643
	Iteration 38Q: 3 clusters Score -7886980 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -7887009.500000 Penalty: 3571.983643
	Iteration 39Q: 3 clusters Score -7887010 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -7887062.000000 Penalty: 3571.983643
	Iteration 40F: 3 clusters Score -7887062 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -7887110.000000 Penalty: 3571.983643
	Iteration 41Q: 3 clusters Score -7887110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7887120.000000 Penalty: 3571.983643
	Iteration 42Q: 3 clusters Score -7887120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -7887159.000000 Penalty: 3571.983643
	Iteration 43Q: 3 clusters Score -7887159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -7887202.500000 Penalty: 3571.983643
	Iteration 44Q: 3 clusters Score -7887202 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7887205.500000 Penalty: 3571.983643
	Iteration 45Q: 3 clusters Score -7887206 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -7887245.000000 Penalty: 3571.983643
	Iteration 46Q: 3 clusters Score -7887245 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -7887281.000000 Penalty: 3571.983643
	Iteration 47Q: 3 clusters Score -7887281 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -7887324.500000 Penalty: 3571.983643
	Iteration 48Q: 3 clusters Score -7887324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7887344.500000 Penalty: 3571.983643
	Iteration 49Q: 3 clusters Score -7887344 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -7887374.500000 Penalty: 3571.983643
	Iteration 50Q: 3 clusters Score -7887374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7887396.500000 Penalty: 3571.983643
	Iteration 51Q: 3 clusters Score -7887396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7887437.000000 Penalty: 3571.983643
	Iteration 52Q: 3 clusters Score -7887437 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -7887468.500000 Penalty: 3571.983643
	Iteration 53Q: 3 clusters Score -7887468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -7887506.000000 Penalty: 3571.983643
	Iteration 54Q: 3 clusters Score -7887506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7887513.500000 Penalty: 3571.983643
	Iteration 55Q: 3 clusters Score -7887514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7887518.500000 Penalty: 3571.983643
	Iteration 56Q: 3 clusters Score -7887518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -7887521.000000 Penalty: 3571.983643
	Iteration 57Q: 3 clusters Score -7887521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -7887575.500000 Penalty: 3571.983643
	Iteration 58Q: 3 clusters Score -7887576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -7887583.500000 Penalty: 3571.983643
	Iteration 59Q: 3 clusters Score -7887584 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7887585.000000 Penalty: 3571.983643
	Iteration 60F: 3 clusters Score -7887585 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7887588.500000 Penalty: 3571.983643
	Iteration 61Q: 3 clusters Score -7887588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7887603.500000 Penalty: 3571.983643
	Iteration 62Q: 3 clusters Score -7887604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7887628.500000 Penalty: 3571.983643
	Iteration 63Q: 3 clusters Score -7887628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -7887631.000000 Penalty: 3571.983643
	Iteration 64Q: 3 clusters Score -7887631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7887635.000000 Penalty: 3571.983643
	Iteration 65Q: 3 clusters Score -7887635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7887640.500000 Penalty: 3571.983643
	Iteration 66Q: 3 clusters Score -7887640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7887638.500000 Penalty: 3571.983643
	Iteration 67Q: 3 clusters Score -7887638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -7887664.000000 Penalty: 3571.983643
	Iteration 68Q: 3 clusters Score -7887664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -7887660.500000 Penalty: 3571.983643
	Iteration 69Q: 3 clusters Score -7887660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7887673.000000 Penalty: 3571.983643
	Iteration 70Q: 3 clusters Score -7887673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7887671.000000 Penalty: 3571.983643
	Iteration 71Q: 3 clusters Score -7887671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7887679.500000 Penalty: 3571.983643
	Iteration 72Q: 3 clusters Score -7887680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7887683.000000 Penalty: 3571.983643
	Iteration 73Q: 3 clusters Score -7887683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -7887670.000000 Penalty: 3571.983643
	Iteration 74Q: 3 clusters Score -7887670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -7887681.500000 Penalty: 3571.983643
	Iteration 75Q: 3 clusters Score -7887682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -7887691.500000 Penalty: 3571.983643
	Iteration 76Q: 3 clusters Score -7887692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -7887684.000000 Penalty: 3571.983643
	Iteration 77Q: 3 clusters Score -7887684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7887685.000000 Penalty: 3571.983643
	Iteration 78Q: 3 clusters Score -7887685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7887682.500000 Penalty: 3571.983643
	Iteration 79Q: 3 clusters Score -7887682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7887704.500000 Penalty: 3571.983643
	Iteration 80F: 3 clusters Score -7887704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7887693.500000 Penalty: 3571.983643
	Iteration 81Q: 3 clusters Score -7887694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -7887701.000000 Penalty: 3571.983643
	Iteration 82Q: 3 clusters Score -7887701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -7887705.500000 Penalty: 3571.983643
	Iteration 83Q: 3 clusters Score -7887706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7887711.000000 Penalty: 3571.983643
	Iteration 84Q: 3 clusters Score -7887711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7887711.000000 Penalty: 3571.983643
	Iteration 85Q: 3 clusters Score -7887711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -7887705.000000 Penalty: 3571.983643
	Iteration 86Q: 3 clusters Score -7887705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7887706.000000 Penalty: 3571.983643
	Iteration 87Q: 3 clusters Score -7887706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7887701.000000 Penalty: 3571.983643
	Iteration 88Q: 3 clusters Score -7887701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7887693.500000 Penalty: 3571.983643
	Iteration 89Q: 3 clusters Score -7887694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7887696.000000 Penalty: 3571.983643
	Iteration 90Q: 3 clusters Score -7887696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -7887687.000000 Penalty: 3571.983643
	Iteration 91Q: 3 clusters Score -7887687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7887697.000000 Penalty: 3571.983643
	Iteration 92Q: 3 clusters Score -7887697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7887699.500000 Penalty: 3571.983643
	Iteration 93Q: 3 clusters Score -7887700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -7887691.000000 Penalty: 3571.983643
	Iteration 94Q: 3 clusters Score -7887691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -7887697.500000 Penalty: 3571.983643
	Iteration 95Q: 3 clusters Score -7887698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -7887694.500000 Penalty: 3571.983643
	Iteration 96Q: 3 clusters Score -7887694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7887687.500000 Penalty: 3571.983643
	Iteration 97Q: 3 clusters Score -7887688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -7887695.500000 Penalty: 3571.983643
	Iteration 98Q: 3 clusters Score -7887696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7887686.500000 Penalty: 3571.983643
	Iteration 99Q: 3 clusters Score -7887686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7887686.500000 Penalty: 3571.983643
	Iteration 100F: 3 clusters Score -7887686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46745.832031 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -46745.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45742.925781 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -45742.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45982.550781 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -45982.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46122.574219 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -46122.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46188.117188 Penalty: 1998.945923
	Iteration 3F: 3 clusters Score -46188.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46223.203125 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -46223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46273.093750 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -46273.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46304.519531 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -46304.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46325.503906 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -46325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46337.968750 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -46337.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46345.851562 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -46345.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46346.789062 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -46346.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46346.789062 Penalty: 1998.945923
	Iteration 11F: 3 clusters Score -46346.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Entering Unmasked Estep 
Score: -9414488.000000 Penalty: 1814.489258
	Iteration 0F: 2 clusters Score -9414488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -9370105.000000 Penalty: 3628.978516
	Iteration 0F: 3 clusters Score -9370105 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9389225.000000 Penalty: 3628.978516
	Iteration 1F: 3 clusters Score -9389225 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -9389861.000000 Penalty: 3628.978516
	Iteration 2Q: 3 clusters Score -9389861 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9390602.000000 Penalty: 3628.978516
	Iteration 3Q: 3 clusters Score -9390602 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -9391779.000000 Penalty: 3628.978516
	Iteration 4Q: 3 clusters Score -9391779 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -9393653.000000 Penalty: 3628.978516
	Iteration 5Q: 3 clusters Score -9393653 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -9396664.000000 Penalty: 3628.978516
	Iteration 6F: 3 clusters Score -9396664 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -9400993.000000 Penalty: 3628.978516
	Iteration 7F: 3 clusters Score -9400993 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -9405745.000000 Penalty: 3628.978516
	Iteration 8F: 3 clusters Score -9405745 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9408850.000000 Penalty: 3628.978516
	Iteration 9F: 3 clusters Score -9408850 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -9410215.000000 Penalty: 3628.978516
	Iteration 10Q: 3 clusters Score -9410215 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -9410940.000000 Penalty: 3628.978516
	Iteration 11Q: 3 clusters Score -9410940 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -9411517.000000 Penalty: 3628.978516
	Iteration 12Q: 3 clusters Score -9411517 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -9411927.000000 Penalty: 3628.978516
	Iteration 13Q: 3 clusters Score -9411927 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -9412445.000000 Penalty: 3628.978516
	Iteration 14Q: 3 clusters Score -9412445 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9412807.000000 Penalty: 3628.978516
	Iteration 15Q: 3 clusters Score -9412807 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -9413067.000000 Penalty: 3628.978516
	Iteration 16Q: 3 clusters Score -9413067 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -9413337.000000 Penalty: 3628.978516
	Iteration 17Q: 3 clusters Score -9413337 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -9413557.000000 Penalty: 3628.978516
	Iteration 18Q: 3 clusters Score -9413557 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9413768.000000 Penalty: 3628.978516
	Iteration 19Q: 3 clusters Score -9413768 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -9413929.000000 Penalty: 3628.978516
	Iteration 20F: 3 clusters Score -9413929 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -9414022.000000 Penalty: 3628.978516
	Iteration 21Q: 3 clusters Score -9414022 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9414060.000000 Penalty: 3628.978516
	Iteration 22Q: 3 clusters Score -9414060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -9414100.000000 Penalty: 3628.978516
	Iteration 23Q: 3 clusters Score -9414100 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -9414085.000000 Penalty: 3628.978516
	Iteration 24Q: 3 clusters Score -9414085 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -9414138.000000 Penalty: 3628.978516
	Iteration 25Q: 3 clusters Score -9414138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9414152.000000 Penalty: 3628.978516
	Iteration 26Q: 3 clusters Score -9414152 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -9414144.000000 Penalty: 3628.978516
	Iteration 27Q: 3 clusters Score -9414144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -9414132.000000 Penalty: 3628.978516
	Iteration 28Q: 3 clusters Score -9414132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -9414153.000000 Penalty: 3628.978516
	Iteration 29Q: 3 clusters Score -9414153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -9414157.000000 Penalty: 3628.978516
	Iteration 30Q: 3 clusters Score -9414157 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -9414156.000000 Penalty: 3628.978516
	Iteration 31Q: 3 clusters Score -9414156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -9414191.000000 Penalty: 3628.978516
	Iteration 32Q: 3 clusters Score -9414191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -9414186.000000 Penalty: 3628.978516
	Iteration 33Q: 3 clusters Score -9414186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -9414190.000000 Penalty: 3628.978516
	Iteration 34Q: 3 clusters Score -9414190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -9414183.000000 Penalty: 3628.978516
	Iteration 35Q: 3 clusters Score -9414183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -9414172.000000 Penalty: 3628.978516
	Iteration 36Q: 3 clusters Score -9414172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -9414165.000000 Penalty: 3628.978516
	Iteration 37Q: 3 clusters Score -9414165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -9414162.000000 Penalty: 3628.978516
	Iteration 38Q: 3 clusters Score -9414162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9414157.000000 Penalty: 3628.978516
	Iteration 39Q: 3 clusters Score -9414157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9414160.000000 Penalty: 3628.978516
	Iteration 40F: 3 clusters Score -9414160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -9414147.000000 Penalty: 3628.978516
	Iteration 41Q: 3 clusters Score -9414147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9414129.000000 Penalty: 3628.978516
	Iteration 42Q: 3 clusters Score -9414129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9414125.000000 Penalty: 3628.978516
	Iteration 43Q: 3 clusters Score -9414125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -9414127.000000 Penalty: 3628.978516
	Iteration 44Q: 3 clusters Score -9414127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -9414137.000000 Penalty: 3628.978516
	Iteration 45Q: 3 clusters Score -9414137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -9414137.000000 Penalty: 3628.978516
	Iteration 46Q: 3 clusters Score -9414137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -9414145.000000 Penalty: 3628.978516
	Iteration 47Q: 3 clusters Score -9414145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9414146.000000 Penalty: 3628.978516
	Iteration 48Q: 3 clusters Score -9414146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -9414141.000000 Penalty: 3628.978516
	Iteration 49Q: 3 clusters Score -9414141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -9414144.000000 Penalty: 3628.978516
	Iteration 50Q: 3 clusters Score -9414144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -9414164.000000 Penalty: 3628.978516
	Iteration 51Q: 3 clusters Score -9414164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9414169.000000 Penalty: 3628.978516
	Iteration 52Q: 3 clusters Score -9414169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -9414169.000000 Penalty: 3628.978516
	Iteration 53Q: 3 clusters Score -9414169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -9414153.000000 Penalty: 3628.978516
	Iteration 54Q: 3 clusters Score -9414153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -9414170.000000 Penalty: 3628.978516
	Iteration 55Q: 3 clusters Score -9414170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9414162.000000 Penalty: 3628.978516
	Iteration 56Q: 3 clusters Score -9414162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -9414168.000000 Penalty: 3628.978516
	Iteration 57Q: 3 clusters Score -9414168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -9414158.000000 Penalty: 3628.978516
	Iteration 58Q: 3 clusters Score -9414158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -9414162.000000 Penalty: 3628.978516
	Iteration 59Q: 3 clusters Score -9414162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -9414157.000000 Penalty: 3628.978516
	Iteration 60F: 3 clusters Score -9414157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -9414145.000000 Penalty: 3628.978516
	Iteration 61Q: 3 clusters Score -9414145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9414152.000000 Penalty: 3628.978516
	Iteration 62Q: 3 clusters Score -9414152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -9414156.000000 Penalty: 3628.978516
	Iteration 63Q: 3 clusters Score -9414156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -9414148.000000 Penalty: 3628.978516
	Iteration 64Q: 3 clusters Score -9414148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -9414162.000000 Penalty: 3628.978516
	Iteration 65Q: 3 clusters Score -9414162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -9414156.000000 Penalty: 3628.978516
	Iteration 66Q: 3 clusters Score -9414156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9414153.000000 Penalty: 3628.978516
	Iteration 67Q: 3 clusters Score -9414153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -9414152.000000 Penalty: 3628.978516
	Iteration 68Q: 3 clusters Score -9414152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9414156.000000 Penalty: 3628.978516
	Iteration 69Q: 3 clusters Score -9414156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -9414156.000000 Penalty: 3628.978516
	Iteration 70Q: 3 clusters Score -9414156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -9414148.000000 Penalty: 3628.978516
	Iteration 71Q: 3 clusters Score -9414148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -9414150.000000 Penalty: 3628.978516
	Iteration 72Q: 3 clusters Score -9414150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -9414148.000000 Penalty: 3628.978516
	Iteration 73Q: 3 clusters Score -9414148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -9414142.000000 Penalty: 3628.978516
	Iteration 74Q: 3 clusters Score -9414142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -9414147.000000 Penalty: 3628.978516
	Iteration 75Q: 3 clusters Score -9414147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -9414153.000000 Penalty: 3628.978516
	Iteration 76Q: 3 clusters Score -9414153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -9414155.000000 Penalty: 3628.978516
	Iteration 77Q: 3 clusters Score -9414155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -9414152.000000 Penalty: 3628.978516
	Iteration 78Q: 3 clusters Score -9414152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -9414150.000000 Penalty: 3628.978516
	Iteration 79Q: 3 clusters Score -9414150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -9414150.000000 Penalty: 3628.978516
	Iteration 80F: 3 clusters Score -9414150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -9414154.000000 Penalty: 3628.978516
	Iteration 81Q: 3 clusters Score -9414154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -9414140.000000 Penalty: 3628.978516
	Iteration 82Q: 3 clusters Score -9414140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9414139.000000 Penalty: 3628.978516
	Iteration 83Q: 3 clusters Score -9414139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -9414146.000000 Penalty: 3628.978516
	Iteration 84Q: 3 clusters Score -9414146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -9414139.000000 Penalty: 3628.978516
	Iteration 85Q: 3 clusters Score -9414139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -9414143.000000 Penalty: 3628.978516
	Iteration 86Q: 3 clusters Score -9414143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -9414143.000000 Penalty: 3628.978516
	Iteration 87Q: 3 clusters Score -9414143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -9414144.000000 Penalty: 3628.978516
	Iteration 88Q: 3 clusters Score -9414144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -9414139.000000 Penalty: 3628.978516
	Iteration 89Q: 3 clusters Score -9414139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -9414136.000000 Penalty: 3628.978516
	Iteration 90Q: 3 clusters Score -9414136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -9414142.000000 Penalty: 3628.978516
	Iteration 91Q: 3 clusters Score -9414142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -9414142.000000 Penalty: 3628.978516
	Iteration 92F: 3 clusters Score -9414142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -68218.101562 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -68218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67066.781250 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -67066.78 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67296.640625 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -67296.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67430.039062 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -67430.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67563.156250 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -67563.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67712.828125 Penalty: 2085.968506
	Iteration 4F: 3 clusters Score -67712.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67839.390625 Penalty: 2085.968506
	Iteration 5F: 3 clusters Score -67839.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67903.335938 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -67903.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67949.984375 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -67949.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67984.476562 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -67984.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68013.929688 Penalty: 2085.968506
	Iteration 9Q: 3 clusters Score -68013.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68034.476562 Penalty: 2085.968506
	Iteration 10Q: 3 clusters Score -68034.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68048.312500 Penalty: 2085.968506
	Iteration 11Q: 3 clusters Score -68048.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68054.750000 Penalty: 2085.968506
	Iteration 12Q: 3 clusters Score -68054.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68060.976562 Penalty: 2085.968506
	Iteration 13Q: 3 clusters Score -68060.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68060.976562 Penalty: 2085.968506
	Iteration 14F: 3 clusters Score -68060.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -210038.109375 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -210038.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -210336.890625 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210336.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -210423.171875 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210423.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -210493.250000 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -210493.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -210533.718750 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210533.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210560.484375 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210560.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -210574.843750 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210574.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -210589.187500 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -210597.968750 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -210606.953125 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -210615.281250 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210615.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -210621.718750 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210624.359375 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -210627.890625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -210632.015625 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -210638.187500 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -210643.468750 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -210652.937500 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -210658.734375 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -210658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -210659.984375 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -210660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -210659.984375 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -210660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -43680.679688 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -43680.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42698.589844 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -42698.59 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42998.652344 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -42998.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43215.890625 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -43215.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43383.320312 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -43383.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43508.375000 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -43508.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43590.968750 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -43590.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43652.839844 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -43652.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43679.753906 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -43679.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43689.398438 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -43689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43699.714844 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -43699.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43712.714844 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -43712.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43716.539062 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -43716.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43721.343750 Penalty: 2008.505371
	Iteration 12Q: 3 clusters Score -43721.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43734.734375 Penalty: 2008.505371
	Iteration 13Q: 3 clusters Score -43734.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43737.792969 Penalty: 2008.505371
	Iteration 14Q: 3 clusters Score -43737.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43740.429688 Penalty: 2008.505371
	Iteration 15Q: 3 clusters Score -43740.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43740.429688 Penalty: 2008.505371
	Iteration 16F: 3 clusters Score -43740.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 201 members 
Entering Unmasked Estep 
Score: -85963160.000000 Penalty: 102362.921875
Splitting cluster 18 changes total score from -85964072.000000 to -85963160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (53698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Entering Unmasked Estep 
Score: -7121367.500000 Penalty: 1769.808838
	Iteration 0F: 2 clusters Score -7121368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7086711.000000 Penalty: 3539.617676
	Iteration 0F: 3 clusters Score -7086711 nChanged 25132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -7101209.500000 Penalty: 3539.617676
	Iteration 1F: 3 clusters Score -7101210 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -7101753.500000 Penalty: 3539.617676
	Iteration 2Q: 3 clusters Score -7101754 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -7102411.000000 Penalty: 3539.617676
	Iteration 3Q: 3 clusters Score -7102411 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -7103535.000000 Penalty: 3539.617676
	Iteration 4Q: 3 clusters Score -7103535 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -7105354.500000 Penalty: 3539.617676
	Iteration 5F: 3 clusters Score -7105354 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -7108244.500000 Penalty: 3539.617676
	Iteration 6F: 3 clusters Score -7108244 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -7111904.000000 Penalty: 3539.617676
	Iteration 7F: 3 clusters Score -7111904 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -7115600.000000 Penalty: 3539.617676
	Iteration 8F: 3 clusters Score -7115600 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -7118068.500000 Penalty: 3539.617676
	Iteration 9F: 3 clusters Score -7118068 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7119211.000000 Penalty: 3539.617676
	Iteration 10Q: 3 clusters Score -7119211 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7119666.000000 Penalty: 3539.617676
	Iteration 11Q: 3 clusters Score -7119666 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7119809.000000 Penalty: 3539.617676
	Iteration 12Q: 3 clusters Score -7119809 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7119887.500000 Penalty: 3539.617676
	Iteration 13Q: 3 clusters Score -7119888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7119945.000000 Penalty: 3539.617676
	Iteration 14Q: 3 clusters Score -7119945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7119968.500000 Penalty: 3539.617676
	Iteration 15Q: 3 clusters Score -7119968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7119987.500000 Penalty: 3539.617676
	Iteration 16Q: 3 clusters Score -7119988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7119996.500000 Penalty: 3539.617676
	Iteration 17Q: 3 clusters Score -7119996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7120007.500000 Penalty: 3539.617676
	Iteration 18Q: 3 clusters Score -7120008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7120004.000000 Penalty: 3539.617676
	Iteration 19Q: 3 clusters Score -7120004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7120005.500000 Penalty: 3539.617676
	Iteration 20F: 3 clusters Score -7120006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7120005.000000 Penalty: 3539.617676
	Iteration 21Q: 3 clusters Score -7120005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7120017.500000 Penalty: 3539.617676
	Iteration 22Q: 3 clusters Score -7120018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7120017.000000 Penalty: 3539.617676
	Iteration 23Q: 3 clusters Score -7120017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7120017.500000 Penalty: 3539.617676
	Iteration 24Q: 3 clusters Score -7120018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7120021.000000 Penalty: 3539.617676
	Iteration 25Q: 3 clusters Score -7120021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7120023.500000 Penalty: 3539.617676
	Iteration 26Q: 3 clusters Score -7120024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7120025.000000 Penalty: 3539.617676
	Iteration 27Q: 3 clusters Score -7120025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7120032.500000 Penalty: 3539.617676
	Iteration 28Q: 3 clusters Score -7120032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7120036.000000 Penalty: 3539.617676
	Iteration 29Q: 3 clusters Score -7120036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7120039.500000 Penalty: 3539.617676
	Iteration 30Q: 3 clusters Score -7120040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7120034.500000 Penalty: 3539.617676
	Iteration 31Q: 3 clusters Score -7120034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7120036.500000 Penalty: 3539.617676
	Iteration 32Q: 3 clusters Score -7120036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7120036.500000 Penalty: 3539.617676
	Iteration 33F: 3 clusters Score -7120036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Entering Unmasked Estep 
Score: -1592397.000000 Penalty: 1530.465332
	Iteration 0F: 2 clusters Score -1592397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1583748.125000 Penalty: 3060.930664
	Iteration 0F: 3 clusters Score -1583748 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1586583.250000 Penalty: 3060.930664
	Iteration 1F: 3 clusters Score -1586583 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1586811.125000 Penalty: 3060.930664
	Iteration 2F: 3 clusters Score -1586811 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1586979.125000 Penalty: 3060.930664
	Iteration 3Q: 3 clusters Score -1586979 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1587132.625000 Penalty: 3060.930664
	Iteration 4Q: 3 clusters Score -1587133 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1587295.250000 Penalty: 3060.930664
	Iteration 5Q: 3 clusters Score -1587295 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1587466.500000 Penalty: 3060.930664
	Iteration 6Q: 3 clusters Score -1587466 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1587665.500000 Penalty: 3060.930664
	Iteration 7Q: 3 clusters Score -1587666 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1587896.250000 Penalty: 3060.930664
	Iteration 8Q: 3 clusters Score -1587896 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1588187.250000 Penalty: 3060.930664
	Iteration 9Q: 3 clusters Score -1588187 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1588562.500000 Penalty: 3060.930664
	Iteration 10Q: 3 clusters Score -1588562 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1588991.875000 Penalty: 3060.930664
	Iteration 11Q: 3 clusters Score -1588992 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1589397.750000 Penalty: 3060.930664
	Iteration 12Q: 3 clusters Score -1589398 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1589704.750000 Penalty: 3060.930664
	Iteration 13Q: 3 clusters Score -1589705 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1589913.250000 Penalty: 3060.930664
	Iteration 14Q: 3 clusters Score -1589913 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1590093.750000 Penalty: 3060.930664
	Iteration 15Q: 3 clusters Score -1590094 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1590236.375000 Penalty: 3060.930664
	Iteration 16Q: 3 clusters Score -1590236 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1590390.125000 Penalty: 3060.930664
	Iteration 17Q: 3 clusters Score -1590390 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1590495.000000 Penalty: 3060.930664
	Iteration 18Q: 3 clusters Score -1590495 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1590592.000000 Penalty: 3060.930664
	Iteration 19Q: 3 clusters Score -1590592 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1590704.875000 Penalty: 3060.930664
	Iteration 20F: 3 clusters Score -1590705 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1590802.000000 Penalty: 3060.930664
	Iteration 21Q: 3 clusters Score -1590802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1590874.000000 Penalty: 3060.930664
	Iteration 22Q: 3 clusters Score -1590874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1590940.750000 Penalty: 3060.930664
	Iteration 23Q: 3 clusters Score -1590941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1590997.750000 Penalty: 3060.930664
	Iteration 24Q: 3 clusters Score -1590998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1591033.625000 Penalty: 3060.930664
	Iteration 25Q: 3 clusters Score -1591034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1591057.625000 Penalty: 3060.930664
	Iteration 26Q: 3 clusters Score -1591058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1591078.375000 Penalty: 3060.930664
	Iteration 27Q: 3 clusters Score -1591078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1591088.375000 Penalty: 3060.930664
	Iteration 28Q: 3 clusters Score -1591088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1591101.750000 Penalty: 3060.930664
	Iteration 29Q: 3 clusters Score -1591102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1591117.250000 Penalty: 3060.930664
	Iteration 30Q: 3 clusters Score -1591117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1591131.250000 Penalty: 3060.930664
	Iteration 31Q: 3 clusters Score -1591131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1591136.125000 Penalty: 3060.930664
	Iteration 32Q: 3 clusters Score -1591136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1591142.250000 Penalty: 3060.930664
	Iteration 33Q: 3 clusters Score -1591142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1591147.375000 Penalty: 3060.930664
	Iteration 34Q: 3 clusters Score -1591147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1591155.750000 Penalty: 3060.930664
	Iteration 35Q: 3 clusters Score -1591156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1591157.875000 Penalty: 3060.930664
	Iteration 36Q: 3 clusters Score -1591158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1591162.750000 Penalty: 3060.930664
	Iteration 37Q: 3 clusters Score -1591163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1591163.625000 Penalty: 3060.930664
	Iteration 38Q: 3 clusters Score -1591164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1591164.125000 Penalty: 3060.930664
	Iteration 39Q: 3 clusters Score -1591164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1591163.875000 Penalty: 3060.930664
	Iteration 40F: 3 clusters Score -1591164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1591165.000000 Penalty: 3060.930664
	Iteration 41Q: 3 clusters Score -1591165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1591168.500000 Penalty: 3060.930664
	Iteration 42Q: 3 clusters Score -1591168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1591171.000000 Penalty: 3060.930664
	Iteration 43Q: 3 clusters Score -1591171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1591172.250000 Penalty: 3060.930664
	Iteration 44Q: 3 clusters Score -1591172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1591175.500000 Penalty: 3060.930664
	Iteration 45Q: 3 clusters Score -1591176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1591181.500000 Penalty: 3060.930664
	Iteration 46Q: 3 clusters Score -1591182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1591186.625000 Penalty: 3060.930664
	Iteration 47Q: 3 clusters Score -1591187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1591186.875000 Penalty: 3060.930664
	Iteration 48Q: 3 clusters Score -1591187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1591190.625000 Penalty: 3060.930664
	Iteration 49Q: 3 clusters Score -1591191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1591190.125000 Penalty: 3060.930664
	Iteration 50Q: 3 clusters Score -1591190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1591189.750000 Penalty: 3060.930664
	Iteration 51Q: 3 clusters Score -1591190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1591193.000000 Penalty: 3060.930664
	Iteration 52Q: 3 clusters Score -1591193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1591193.000000 Penalty: 3060.930664
	Iteration 53F: 3 clusters Score -1591193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Entering Unmasked Estep 
Score: -7620220.500000 Penalty: 1781.334595
	Iteration 0F: 2 clusters Score -7620220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -7582853.000000 Penalty: 3562.669189
	Iteration 0F: 3 clusters Score -7582853 nChanged 27205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -7599180.500000 Penalty: 3562.669189
	Iteration 1F: 3 clusters Score -7599180 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7600414.500000 Penalty: 3562.669189
	Iteration 2Q: 3 clusters Score -7600414 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7601902.000000 Penalty: 3562.669189
	Iteration 3F: 3 clusters Score -7601902 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7603540.000000 Penalty: 3562.669189
	Iteration 4F: 3 clusters Score -7603540 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -7605337.500000 Penalty: 3562.669189
	Iteration 5F: 3 clusters Score -7605338 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -7607218.000000 Penalty: 3562.669189
	Iteration 6F: 3 clusters Score -7607218 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7608792.500000 Penalty: 3562.669189
	Iteration 7F: 3 clusters Score -7608792 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -7610184.000000 Penalty: 3562.669189
	Iteration 8Q: 3 clusters Score -7610184 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -7611201.500000 Penalty: 3562.669189
	Iteration 9Q: 3 clusters Score -7611202 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7611963.000000 Penalty: 3562.669189
	Iteration 10Q: 3 clusters Score -7611963 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7612552.000000 Penalty: 3562.669189
	Iteration 11Q: 3 clusters Score -7612552 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -7612966.000000 Penalty: 3562.669189
	Iteration 12Q: 3 clusters Score -7612966 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -7613235.000000 Penalty: 3562.669189
	Iteration 13Q: 3 clusters Score -7613235 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -7613459.500000 Penalty: 3562.669189
	Iteration 14Q: 3 clusters Score -7613460 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -7613567.500000 Penalty: 3562.669189
	Iteration 15Q: 3 clusters Score -7613568 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7613672.500000 Penalty: 3562.669189
	Iteration 16Q: 3 clusters Score -7613672 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7613752.500000 Penalty: 3562.669189
	Iteration 17Q: 3 clusters Score -7613752 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7613866.000000 Penalty: 3562.669189
	Iteration 18Q: 3 clusters Score -7613866 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -7613951.500000 Penalty: 3562.669189
	Iteration 19Q: 3 clusters Score -7613952 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -7614040.000000 Penalty: 3562.669189
	Iteration 20F: 3 clusters Score -7614040 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -7614163.000000 Penalty: 3562.669189
	Iteration 21Q: 3 clusters Score -7614163 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -7614269.000000 Penalty: 3562.669189
	Iteration 22Q: 3 clusters Score -7614269 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -7614399.500000 Penalty: 3562.669189
	Iteration 23Q: 3 clusters Score -7614400 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -7614596.500000 Penalty: 3562.669189
	Iteration 24Q: 3 clusters Score -7614596 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -7614740.500000 Penalty: 3562.669189
	Iteration 25Q: 3 clusters Score -7614740 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -7614939.000000 Penalty: 3562.669189
	Iteration 26Q: 3 clusters Score -7614939 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -7615211.500000 Penalty: 3562.669189
	Iteration 27Q: 3 clusters Score -7615212 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7615478.000000 Penalty: 3562.669189
	Iteration 28Q: 3 clusters Score -7615478 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -7615838.500000 Penalty: 3562.669189
	Iteration 29Q: 3 clusters Score -7615838 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -7616141.000000 Penalty: 3562.669189
	Iteration 30Q: 3 clusters Score -7616141 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7616539.500000 Penalty: 3562.669189
	Iteration 31Q: 3 clusters Score -7616540 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7616977.500000 Penalty: 3562.669189
	Iteration 32Q: 3 clusters Score -7616978 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -7617424.500000 Penalty: 3562.669189
	Iteration 33Q: 3 clusters Score -7617424 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -7617858.500000 Penalty: 3562.669189
	Iteration 34Q: 3 clusters Score -7617858 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -7618232.500000 Penalty: 3562.669189
	Iteration 35Q: 3 clusters Score -7618232 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7618568.500000 Penalty: 3562.669189
	Iteration 36Q: 3 clusters Score -7618568 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7618856.500000 Penalty: 3562.669189
	Iteration 37Q: 3 clusters Score -7618856 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7619048.000000 Penalty: 3562.669189
	Iteration 38Q: 3 clusters Score -7619048 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7619185.000000 Penalty: 3562.669189
	Iteration 39Q: 3 clusters Score -7619185 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7619397.000000 Penalty: 3562.669189
	Iteration 40F: 3 clusters Score -7619397 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7619532.000000 Penalty: 3562.669189
	Iteration 41Q: 3 clusters Score -7619532 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7619611.000000 Penalty: 3562.669189
	Iteration 42Q: 3 clusters Score -7619611 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7619677.500000 Penalty: 3562.669189
	Iteration 43Q: 3 clusters Score -7619678 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7619751.000000 Penalty: 3562.669189
	Iteration 44Q: 3 clusters Score -7619751 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7619813.000000 Penalty: 3562.669189
	Iteration 45Q: 3 clusters Score -7619813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7619828.500000 Penalty: 3562.669189
	Iteration 46Q: 3 clusters Score -7619828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7619853.000000 Penalty: 3562.669189
	Iteration 47Q: 3 clusters Score -7619853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7619847.500000 Penalty: 3562.669189
	Iteration 48Q: 3 clusters Score -7619848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7619874.000000 Penalty: 3562.669189
	Iteration 49Q: 3 clusters Score -7619874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7619881.500000 Penalty: 3562.669189
	Iteration 50Q: 3 clusters Score -7619882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7619885.000000 Penalty: 3562.669189
	Iteration 51Q: 3 clusters Score -7619885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7619899.500000 Penalty: 3562.669189
	Iteration 52Q: 3 clusters Score -7619900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7619892.000000 Penalty: 3562.669189
	Iteration 53Q: 3 clusters Score -7619892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7619884.000000 Penalty: 3562.669189
	Iteration 54Q: 3 clusters Score -7619884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7619888.500000 Penalty: 3562.669189
	Iteration 55Q: 3 clusters Score -7619888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7619882.500000 Penalty: 3562.669189
	Iteration 56Q: 3 clusters Score -7619882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7619886.500000 Penalty: 3562.669189
	Iteration 57Q: 3 clusters Score -7619886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7619885.000000 Penalty: 3562.669189
	Iteration 58Q: 3 clusters Score -7619885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7619887.000000 Penalty: 3562.669189
	Iteration 59Q: 3 clusters Score -7619887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7619887.500000 Penalty: 3562.669189
	Iteration 60F: 3 clusters Score -7619888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7619894.500000 Penalty: 3562.669189
	Iteration 61Q: 3 clusters Score -7619894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7619890.000000 Penalty: 3562.669189
	Iteration 62Q: 3 clusters Score -7619890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7619903.000000 Penalty: 3562.669189
	Iteration 63Q: 3 clusters Score -7619903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7619909.000000 Penalty: 3562.669189
	Iteration 64Q: 3 clusters Score -7619909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7619902.500000 Penalty: 3562.669189
	Iteration 65Q: 3 clusters Score -7619902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7619897.500000 Penalty: 3562.669189
	Iteration 66Q: 3 clusters Score -7619898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7619897.000000 Penalty: 3562.669189
	Iteration 67Q: 3 clusters Score -7619897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7619904.000000 Penalty: 3562.669189
	Iteration 68Q: 3 clusters Score -7619904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7619903.500000 Penalty: 3562.669189
	Iteration 69Q: 3 clusters Score -7619904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7619901.500000 Penalty: 3562.669189
	Iteration 70Q: 3 clusters Score -7619902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7619901.500000 Penalty: 3562.669189
	Iteration 71Q: 3 clusters Score -7619902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7619894.000000 Penalty: 3562.669189
	Iteration 72Q: 3 clusters Score -7619894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7619900.500000 Penalty: 3562.669189
	Iteration 73Q: 3 clusters Score -7619900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7619891.000000 Penalty: 3562.669189
	Iteration 74Q: 3 clusters Score -7619891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7619895.500000 Penalty: 3562.669189
	Iteration 75Q: 3 clusters Score -7619896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7619889.500000 Penalty: 3562.669189
	Iteration 76Q: 3 clusters Score -7619890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7619885.000000 Penalty: 3562.669189
	Iteration 77Q: 3 clusters Score -7619885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7619877.500000 Penalty: 3562.669189
	Iteration 78Q: 3 clusters Score -7619878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7619882.000000 Penalty: 3562.669189
	Iteration 79Q: 3 clusters Score -7619882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7619881.500000 Penalty: 3562.669189
	Iteration 80F: 3 clusters Score -7619882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7619882.000000 Penalty: 3562.669189
	Iteration 81Q: 3 clusters Score -7619882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7619882.500000 Penalty: 3562.669189
	Iteration 82Q: 3 clusters Score -7619882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7619892.500000 Penalty: 3562.669189
	Iteration 83Q: 3 clusters Score -7619892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7619893.500000 Penalty: 3562.669189
	Iteration 84Q: 3 clusters Score -7619894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7619894.500000 Penalty: 3562.669189
	Iteration 85Q: 3 clusters Score -7619894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7619888.500000 Penalty: 3562.669189
	Iteration 86Q: 3 clusters Score -7619888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7619888.500000 Penalty: 3562.669189
	Iteration 87F: 3 clusters Score -7619888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -39779.558594 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -39779.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38862.417969 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -38862.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38946.082031 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -38946.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38985.535156 Penalty: 1870.616211
	Iteration 2Q: 3 clusters Score -38985.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38995.601562 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -38995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38999.800781 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -38999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39002.554688 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -39002.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39007.945312 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -39007.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39010.671875 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -39010.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39010.671875 Penalty: 1870.616211
	Iteration 8F: 3 clusters Score -39010.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -45681.960938 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -45681.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44870.101562 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -44870.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45097.238281 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -45097.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45313.707031 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -45313.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45396.890625 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -45396.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45501.292969 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -45501.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45558.796875 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -45558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45629.273438 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -45629.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45666.988281 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -45666.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45686.046875 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -45686.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45697.253906 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -45697.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45710.171875 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -45710.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45720.714844 Penalty: 1880.741577
	Iteration 11Q: 3 clusters Score -45720.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45733.214844 Penalty: 1880.741577
	Iteration 12Q: 3 clusters Score -45733.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45756.253906 Penalty: 1880.741577
	Iteration 13Q: 3 clusters Score -45756.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45763.753906 Penalty: 1880.741577
	Iteration 14Q: 3 clusters Score -45763.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45787.078125 Penalty: 1880.741577
	Iteration 15Q: 3 clusters Score -45787.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45818.003906 Penalty: 1880.741577
	Iteration 16Q: 3 clusters Score -45818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45865.753906 Penalty: 1880.741577
	Iteration 17Q: 3 clusters Score -45865.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45904.687500 Penalty: 1880.741577
	Iteration 18Q: 3 clusters Score -45904.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45973.160156 Penalty: 1880.741577
	Iteration 19Q: 3 clusters Score -45973.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46020.167969 Penalty: 1880.741577
	Iteration 20F: 3 clusters Score -46020.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46051.062500 Penalty: 1880.741577
	Iteration 21Q: 3 clusters Score -46051.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46084.289062 Penalty: 1880.741577
	Iteration 22Q: 3 clusters Score -46084.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46097.214844 Penalty: 1880.741577
	Iteration 23Q: 3 clusters Score -46097.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46107.242188 Penalty: 1880.741577
	Iteration 24Q: 3 clusters Score -46107.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46125.609375 Penalty: 1880.741577
	Iteration 25Q: 3 clusters Score -46125.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46125.820312 Penalty: 1880.741577
	Iteration 26F: 3 clusters Score -46125.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46134.527344 Penalty: 1880.741577
	Iteration 27Q: 3 clusters Score -46134.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46134.527344 Penalty: 1880.741577
	Iteration 28F: 3 clusters Score -46134.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 207 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 119 members 
Entering Unmasked Estep 
Score: -85963512.000000 Penalty: 102362.921875
Splitting cluster 23 changes total score from -85964072.000000 to -85963512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (19238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Entering Unmasked Estep 
Score: -2403037.750000 Penalty: 1603.004517
	Iteration 0F: 2 clusters Score -2403038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2389874.750000 Penalty: 3206.009033
	Iteration 0F: 3 clusters Score -2389875 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2394776.750000 Penalty: 3206.009033
	Iteration 1F: 3 clusters Score -2394777 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2395301.500000 Penalty: 3206.009033
	Iteration 2F: 3 clusters Score -2395302 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2395838.500000 Penalty: 3206.009033
	Iteration 3F: 3 clusters Score -2395838 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2396446.000000 Penalty: 3206.009033
	Iteration 4F: 3 clusters Score -2396446 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2397026.750000 Penalty: 3206.009033
	Iteration 5F: 3 clusters Score -2397027 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2397594.750000 Penalty: 3206.009033
	Iteration 6F: 3 clusters Score -2397595 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2398184.750000 Penalty: 3206.009033
	Iteration 7F: 3 clusters Score -2398185 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2398683.750000 Penalty: 3206.009033
	Iteration 8Q: 3 clusters Score -2398684 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2399070.250000 Penalty: 3206.009033
	Iteration 9Q: 3 clusters Score -2399070 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2399355.250000 Penalty: 3206.009033
	Iteration 10Q: 3 clusters Score -2399355 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2399549.000000 Penalty: 3206.009033
	Iteration 11Q: 3 clusters Score -2399549 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2399703.000000 Penalty: 3206.009033
	Iteration 12Q: 3 clusters Score -2399703 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2399819.750000 Penalty: 3206.009033
	Iteration 13Q: 3 clusters Score -2399820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2399923.250000 Penalty: 3206.009033
	Iteration 14Q: 3 clusters Score -2399923 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2400022.500000 Penalty: 3206.009033
	Iteration 15Q: 3 clusters Score -2400022 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2400120.250000 Penalty: 3206.009033
	Iteration 16Q: 3 clusters Score -2400120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2400211.750000 Penalty: 3206.009033
	Iteration 17Q: 3 clusters Score -2400212 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2400283.750000 Penalty: 3206.009033
	Iteration 18Q: 3 clusters Score -2400284 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2400355.750000 Penalty: 3206.009033
	Iteration 19Q: 3 clusters Score -2400356 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2400418.000000 Penalty: 3206.009033
	Iteration 20F: 3 clusters Score -2400418 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2400496.250000 Penalty: 3206.009033
	Iteration 21Q: 3 clusters Score -2400496 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2400571.750000 Penalty: 3206.009033
	Iteration 22Q: 3 clusters Score -2400572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2400646.750000 Penalty: 3206.009033
	Iteration 23Q: 3 clusters Score -2400647 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2400709.250000 Penalty: 3206.009033
	Iteration 24Q: 3 clusters Score -2400709 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2400751.500000 Penalty: 3206.009033
	Iteration 25Q: 3 clusters Score -2400752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2400791.000000 Penalty: 3206.009033
	Iteration 26Q: 3 clusters Score -2400791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2400836.750000 Penalty: 3206.009033
	Iteration 27Q: 3 clusters Score -2400837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2400860.500000 Penalty: 3206.009033
	Iteration 28Q: 3 clusters Score -2400860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2400879.750000 Penalty: 3206.009033
	Iteration 29Q: 3 clusters Score -2400880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2400886.500000 Penalty: 3206.009033
	Iteration 30Q: 3 clusters Score -2400886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2400907.000000 Penalty: 3206.009033
	Iteration 31Q: 3 clusters Score -2400907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2400916.250000 Penalty: 3206.009033
	Iteration 32Q: 3 clusters Score -2400916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2400927.000000 Penalty: 3206.009033
	Iteration 33Q: 3 clusters Score -2400927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2400941.500000 Penalty: 3206.009033
	Iteration 34Q: 3 clusters Score -2400942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2400966.250000 Penalty: 3206.009033
	Iteration 35Q: 3 clusters Score -2400966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2400977.500000 Penalty: 3206.009033
	Iteration 36Q: 3 clusters Score -2400978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2400984.000000 Penalty: 3206.009033
	Iteration 37Q: 3 clusters Score -2400984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2400991.500000 Penalty: 3206.009033
	Iteration 38Q: 3 clusters Score -2400992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2400997.250000 Penalty: 3206.009033
	Iteration 39Q: 3 clusters Score -2400997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2401001.500000 Penalty: 3206.009033
	Iteration 40F: 3 clusters Score -2401002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2401007.000000 Penalty: 3206.009033
	Iteration 41Q: 3 clusters Score -2401007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2401019.500000 Penalty: 3206.009033
	Iteration 42Q: 3 clusters Score -2401020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2401019.750000 Penalty: 3206.009033
	Iteration 43Q: 3 clusters Score -2401020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2401028.000000 Penalty: 3206.009033
	Iteration 44Q: 3 clusters Score -2401028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2401029.500000 Penalty: 3206.009033
	Iteration 45Q: 3 clusters Score -2401030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2401031.750000 Penalty: 3206.009033
	Iteration 46Q: 3 clusters Score -2401032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2401026.750000 Penalty: 3206.009033
	Iteration 47Q: 3 clusters Score -2401027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2401040.500000 Penalty: 3206.009033
	Iteration 48Q: 3 clusters Score -2401040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2401038.750000 Penalty: 3206.009033
	Iteration 49Q: 3 clusters Score -2401039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2401041.000000 Penalty: 3206.009033
	Iteration 50Q: 3 clusters Score -2401041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2401041.750000 Penalty: 3206.009033
	Iteration 51Q: 3 clusters Score -2401042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2401044.750000 Penalty: 3206.009033
	Iteration 52Q: 3 clusters Score -2401045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2401044.500000 Penalty: 3206.009033
	Iteration 53Q: 3 clusters Score -2401044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2401044.750000 Penalty: 3206.009033
	Iteration 54Q: 3 clusters Score -2401045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2401046.500000 Penalty: 3206.009033
	Iteration 55Q: 3 clusters Score -2401046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2401054.750000 Penalty: 3206.009033
	Iteration 56Q: 3 clusters Score -2401055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2401053.750000 Penalty: 3206.009033
	Iteration 57Q: 3 clusters Score -2401054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2401065.750000 Penalty: 3206.009033
	Iteration 58Q: 3 clusters Score -2401066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2401068.250000 Penalty: 3206.009033
	Iteration 59Q: 3 clusters Score -2401068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2401084.000000 Penalty: 3206.009033
	Iteration 60F: 3 clusters Score -2401084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2401089.750000 Penalty: 3206.009033
	Iteration 61Q: 3 clusters Score -2401090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2401107.750000 Penalty: 3206.009033
	Iteration 62Q: 3 clusters Score -2401108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2401116.500000 Penalty: 3206.009033
	Iteration 63Q: 3 clusters Score -2401116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2401123.750000 Penalty: 3206.009033
	Iteration 64Q: 3 clusters Score -2401124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2401139.750000 Penalty: 3206.009033
	Iteration 65Q: 3 clusters Score -2401140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2401147.250000 Penalty: 3206.009033
	Iteration 66Q: 3 clusters Score -2401147 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2401159.750000 Penalty: 3206.009033
	Iteration 67Q: 3 clusters Score -2401160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2401183.500000 Penalty: 3206.009033
	Iteration 68Q: 3 clusters Score -2401184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2401210.000000 Penalty: 3206.009033
	Iteration 69Q: 3 clusters Score -2401210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2401230.250000 Penalty: 3206.009033
	Iteration 70Q: 3 clusters Score -2401230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2401258.500000 Penalty: 3206.009033
	Iteration 71Q: 3 clusters Score -2401258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2401275.500000 Penalty: 3206.009033
	Iteration 72Q: 3 clusters Score -2401276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2401296.000000 Penalty: 3206.009033
	Iteration 73Q: 3 clusters Score -2401296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2401313.750000 Penalty: 3206.009033
	Iteration 74Q: 3 clusters Score -2401314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2401336.000000 Penalty: 3206.009033
	Iteration 75Q: 3 clusters Score -2401336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2401357.750000 Penalty: 3206.009033
	Iteration 76Q: 3 clusters Score -2401358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2401393.750000 Penalty: 3206.009033
	Iteration 77Q: 3 clusters Score -2401394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2401415.750000 Penalty: 3206.009033
	Iteration 78Q: 3 clusters Score -2401416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2401440.000000 Penalty: 3206.009033
	Iteration 79Q: 3 clusters Score -2401440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2401468.500000 Penalty: 3206.009033
	Iteration 80F: 3 clusters Score -2401468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2401493.500000 Penalty: 3206.009033
	Iteration 81Q: 3 clusters Score -2401494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2401522.500000 Penalty: 3206.009033
	Iteration 82Q: 3 clusters Score -2401522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2401540.000000 Penalty: 3206.009033
	Iteration 83Q: 3 clusters Score -2401540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2401576.000000 Penalty: 3206.009033
	Iteration 84Q: 3 clusters Score -2401576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2401606.250000 Penalty: 3206.009033
	Iteration 85Q: 3 clusters Score -2401606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2401638.250000 Penalty: 3206.009033
	Iteration 86Q: 3 clusters Score -2401638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2401663.750000 Penalty: 3206.009033
	Iteration 87Q: 3 clusters Score -2401664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2401683.250000 Penalty: 3206.009033
	Iteration 88Q: 3 clusters Score -2401683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2401705.000000 Penalty: 3206.009033
	Iteration 89Q: 3 clusters Score -2401705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2401721.000000 Penalty: 3206.009033
	Iteration 90Q: 3 clusters Score -2401721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2401729.500000 Penalty: 3206.009033
	Iteration 91Q: 3 clusters Score -2401730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2401742.750000 Penalty: 3206.009033
	Iteration 92Q: 3 clusters Score -2401743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2401759.250000 Penalty: 3206.009033
	Iteration 93Q: 3 clusters Score -2401759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2401773.750000 Penalty: 3206.009033
	Iteration 94Q: 3 clusters Score -2401774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2401790.250000 Penalty: 3206.009033
	Iteration 95Q: 3 clusters Score -2401790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2401800.000000 Penalty: 3206.009033
	Iteration 96Q: 3 clusters Score -2401800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2401799.000000 Penalty: 3206.009033
	Iteration 97Q: 3 clusters Score -2401799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2401812.250000 Penalty: 3206.009033
	Iteration 98Q: 3 clusters Score -2401812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2401829.250000 Penalty: 3206.009033
	Iteration 99Q: 3 clusters Score -2401829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2401846.000000 Penalty: 3206.009033
	Iteration 100F: 3 clusters Score -2401846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2401850.500000 Penalty: 3206.009033
	Iteration 101Q: 3 clusters Score -2401850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2401867.500000 Penalty: 3206.009033
	Iteration 102Q: 3 clusters Score -2401868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2401878.000000 Penalty: 3206.009033
	Iteration 103Q: 3 clusters Score -2401878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2401884.750000 Penalty: 3206.009033
	Iteration 104Q: 3 clusters Score -2401885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2401892.750000 Penalty: 3206.009033
	Iteration 105Q: 3 clusters Score -2401893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2401899.250000 Penalty: 3206.009033
	Iteration 106Q: 3 clusters Score -2401899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2401898.750000 Penalty: 3206.009033
	Iteration 107Q: 3 clusters Score -2401899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2401897.000000 Penalty: 3206.009033
	Iteration 108Q: 3 clusters Score -2401897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2401905.500000 Penalty: 3206.009033
	Iteration 109Q: 3 clusters Score -2401906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2401912.000000 Penalty: 3206.009033
	Iteration 110Q: 3 clusters Score -2401912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2401918.000000 Penalty: 3206.009033
	Iteration 111Q: 3 clusters Score -2401918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2401920.750000 Penalty: 3206.009033
	Iteration 112Q: 3 clusters Score -2401921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2401925.000000 Penalty: 3206.009033
	Iteration 113Q: 3 clusters Score -2401925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2401928.000000 Penalty: 3206.009033
	Iteration 114Q: 3 clusters Score -2401928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2401934.500000 Penalty: 3206.009033
	Iteration 115Q: 3 clusters Score -2401934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2401945.500000 Penalty: 3206.009033
	Iteration 116Q: 3 clusters Score -2401946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2401956.500000 Penalty: 3206.009033
	Iteration 117Q: 3 clusters Score -2401956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2401957.250000 Penalty: 3206.009033
	Iteration 118Q: 3 clusters Score -2401957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2401964.250000 Penalty: 3206.009033
	Iteration 119Q: 3 clusters Score -2401964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2401960.500000 Penalty: 3206.009033
	Iteration 120F: 3 clusters Score -2401960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2401974.000000 Penalty: 3206.009033
	Iteration 121Q: 3 clusters Score -2401974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2401983.500000 Penalty: 3206.009033
	Iteration 122Q: 3 clusters Score -2401984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2401986.500000 Penalty: 3206.009033
	Iteration 123Q: 3 clusters Score -2401986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2401996.000000 Penalty: 3206.009033
	Iteration 124Q: 3 clusters Score -2401996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2402002.500000 Penalty: 3206.009033
	Iteration 125Q: 3 clusters Score -2402002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2402006.500000 Penalty: 3206.009033
	Iteration 126Q: 3 clusters Score -2402006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2402012.750000 Penalty: 3206.009033
	Iteration 127Q: 3 clusters Score -2402013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2402015.750000 Penalty: 3206.009033
	Iteration 128Q: 3 clusters Score -2402016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2402022.500000 Penalty: 3206.009033
	Iteration 129Q: 3 clusters Score -2402022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2402021.250000 Penalty: 3206.009033
	Iteration 130Q: 3 clusters Score -2402021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2402021.500000 Penalty: 3206.009033
	Iteration 131Q: 3 clusters Score -2402022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2402021.750000 Penalty: 3206.009033
	Iteration 132Q: 3 clusters Score -2402022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2402022.500000 Penalty: 3206.009033
	Iteration 133Q: 3 clusters Score -2402022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2402022.500000 Penalty: 3206.009033
	Iteration 134F: 3 clusters Score -2402022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -8648.728516 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -8648.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7978.453613 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -7978.454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8060.471191 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -8060.471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8100.521484 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -8100.521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8181.306152 Penalty: 1706.988892
	Iteration 3F: 3 clusters Score -8181.306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8219.655273 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -8219.655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8236.632812 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -8236.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8236.632812 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -8236.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2600535.500000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -2600536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2589591.500000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -2589592 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2593388.750000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -2593389 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2593763.250000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -2593763 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2594195.250000 Penalty: 3145.969727
	Iteration 3F: 3 clusters Score -2594195 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2594748.750000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -2594749 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2595369.000000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -2595369 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2595993.500000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -2595994 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2596579.500000 Penalty: 3145.969727
	Iteration 7F: 3 clusters Score -2596580 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2596992.250000 Penalty: 3145.969727
	Iteration 8Q: 3 clusters Score -2596992 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2597283.750000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -2597284 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2597468.250000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -2597468 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2597611.750000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -2597612 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2597704.000000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -2597704 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2597760.750000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -2597761 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2597796.250000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -2597796 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2597824.500000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -2597824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2597859.250000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -2597859 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2597889.250000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -2597889 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2597928.250000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -2597928 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2597971.750000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -2597972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2598021.750000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -2598022 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2598069.500000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -2598070 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2598112.500000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -2598112 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2598202.000000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -2598202 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2598292.250000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -2598292 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2598403.500000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -2598404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2598578.500000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -2598578 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2598742.750000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -2598743 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2599015.000000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -2599015 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2599429.750000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -2599430 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2600040.250000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -2600040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2600390.250000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -2600390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2600556.250000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -2600556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2600632.250000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -2600632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2600665.750000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -2600666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2600684.250000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -2600684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2600697.000000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -2600697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2600696.500000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -2600696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2600704.750000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -2600705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2600702.000000 Penalty: 3145.969727
	Iteration 39Q: 3 clusters Score -2600702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2600710.750000 Penalty: 3145.969727
	Iteration 40F: 3 clusters Score -2600711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2600703.500000 Penalty: 3145.969727
	Iteration 41Q: 3 clusters Score -2600704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2600708.000000 Penalty: 3145.969727
	Iteration 42Q: 3 clusters Score -2600708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2600706.500000 Penalty: 3145.969727
	Iteration 43Q: 3 clusters Score -2600706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2600701.750000 Penalty: 3145.969727
	Iteration 44Q: 3 clusters Score -2600702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2600704.250000 Penalty: 3145.969727
	Iteration 45Q: 3 clusters Score -2600704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2600705.500000 Penalty: 3145.969727
	Iteration 46Q: 3 clusters Score -2600706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2600704.500000 Penalty: 3145.969727
	Iteration 47Q: 3 clusters Score -2600704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2600703.500000 Penalty: 3145.969727
	Iteration 48Q: 3 clusters Score -2600704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2600704.750000 Penalty: 3145.969727
	Iteration 49Q: 3 clusters Score -2600705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2600704.750000 Penalty: 3145.969727
	Iteration 50Q: 3 clusters Score -2600705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2600707.500000 Penalty: 3145.969727
	Iteration 51Q: 3 clusters Score -2600708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2600703.250000 Penalty: 3145.969727
	Iteration 52Q: 3 clusters Score -2600703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2600707.000000 Penalty: 3145.969727
	Iteration 53Q: 3 clusters Score -2600707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2600708.500000 Penalty: 3145.969727
	Iteration 54Q: 3 clusters Score -2600708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2600712.250000 Penalty: 3145.969727
	Iteration 55Q: 3 clusters Score -2600712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2600710.000000 Penalty: 3145.969727
	Iteration 56Q: 3 clusters Score -2600710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2600713.000000 Penalty: 3145.969727
	Iteration 57Q: 3 clusters Score -2600713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2600712.500000 Penalty: 3145.969727
	Iteration 58Q: 3 clusters Score -2600712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2600717.750000 Penalty: 3145.969727
	Iteration 59Q: 3 clusters Score -2600718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2600712.000000 Penalty: 3145.969727
	Iteration 60F: 3 clusters Score -2600712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2600711.000000 Penalty: 3145.969727
	Iteration 61Q: 3 clusters Score -2600711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2600709.000000 Penalty: 3145.969727
	Iteration 62Q: 3 clusters Score -2600709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2600711.000000 Penalty: 3145.969727
	Iteration 63Q: 3 clusters Score -2600711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2600711.000000 Penalty: 3145.969727
	Iteration 64F: 3 clusters Score -2600711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 69494 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 13759 members 
Entering Unmasked Estep 
Score: -85963896.000000 Penalty: 102362.921875
Splitting cluster 26 changes total score from -85964072.000000 to -85963896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -32606.513672 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -32606.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31768.443359 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -31768.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31926.634766 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -31926.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32014.726562 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -32014.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32054.210938 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -32054.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32062.900391 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -32062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32087.001953 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -32087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32091.279297 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -32091.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32092.193359 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -32092.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32092.193359 Penalty: 1837.058960
	Iteration 8F: 3 clusters Score -32092.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -668936.562500 Penalty: 1388.878784
	Iteration 0F: 2 clusters Score -668936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -664870.500000 Penalty: 2777.757568
	Iteration 0F: 3 clusters Score -664870.5 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -666135.562500 Penalty: 2777.757568
	Iteration 1F: 3 clusters Score -666135.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -666483.500000 Penalty: 2777.757568
	Iteration 2F: 3 clusters Score -666483.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -666766.375000 Penalty: 2777.757568
	Iteration 3F: 3 clusters Score -666766.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -667068.187500 Penalty: 2777.757568
	Iteration 4F: 3 clusters Score -667068.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -667338.750000 Penalty: 2777.757568
	Iteration 5F: 3 clusters Score -667338.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -667557.375000 Penalty: 2777.757568
	Iteration 6F: 3 clusters Score -667557.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -667710.812500 Penalty: 2777.757568
	Iteration 7Q: 3 clusters Score -667710.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -667820.250000 Penalty: 2777.757568
	Iteration 8Q: 3 clusters Score -667820.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -667886.375000 Penalty: 2777.757568
	Iteration 9Q: 3 clusters Score -667886.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -667916.187500 Penalty: 2777.757568
	Iteration 10Q: 3 clusters Score -667916.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -667937.375000 Penalty: 2777.757568
	Iteration 11Q: 3 clusters Score -667937.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -667962.562500 Penalty: 2777.757568
	Iteration 12Q: 3 clusters Score -667962.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -667984.750000 Penalty: 2777.757568
	Iteration 13Q: 3 clusters Score -667984.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -668006.375000 Penalty: 2777.757568
	Iteration 14Q: 3 clusters Score -668006.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -668027.437500 Penalty: 2777.757568
	Iteration 15Q: 3 clusters Score -668027.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -668047.062500 Penalty: 2777.757568
	Iteration 16Q: 3 clusters Score -668047.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -668061.812500 Penalty: 2777.757568
	Iteration 17Q: 3 clusters Score -668061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -668070.937500 Penalty: 2777.757568
	Iteration 18Q: 3 clusters Score -668070.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -668083.312500 Penalty: 2777.757568
	Iteration 19Q: 3 clusters Score -668083.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -668091.812500 Penalty: 2777.757568
	Iteration 20F: 3 clusters Score -668091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -668096.687500 Penalty: 2777.757568
	Iteration 21Q: 3 clusters Score -668096.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -668101.937500 Penalty: 2777.757568
	Iteration 22Q: 3 clusters Score -668101.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -668106.187500 Penalty: 2777.757568
	Iteration 23Q: 3 clusters Score -668106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -668109.812500 Penalty: 2777.757568
	Iteration 24Q: 3 clusters Score -668109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -668114.562500 Penalty: 2777.757568
	Iteration 25Q: 3 clusters Score -668114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -668119.000000 Penalty: 2777.757568
	Iteration 26Q: 3 clusters Score -668119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -668121.125000 Penalty: 2777.757568
	Iteration 27Q: 3 clusters Score -668121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -668121.812500 Penalty: 2777.757568
	Iteration 28Q: 3 clusters Score -668121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -668120.312500 Penalty: 2777.757568
	Iteration 29Q: 3 clusters Score -668120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -668120.312500 Penalty: 2777.757568
	Iteration 30F: 3 clusters Score -668120.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (75029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Entering Unmasked Estep 
Score: -10014840.000000 Penalty: 1824.164795
	Iteration 0F: 2 clusters Score -1.001484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -9968428.000000 Penalty: 3648.329590
	Iteration 0F: 3 clusters Score -9968428 nChanged 35854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -9989099.000000 Penalty: 3648.329590
	Iteration 1F: 3 clusters Score -9989099 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -9990018.000000 Penalty: 3648.329590
	Iteration 2Q: 3 clusters Score -9990018 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -9991174.000000 Penalty: 3648.329590
	Iteration 3Q: 3 clusters Score -9991174 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -9992820.000000 Penalty: 3648.329590
	Iteration 4Q: 3 clusters Score -9992820 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -9994946.000000 Penalty: 3648.329590
	Iteration 5F: 3 clusters Score -9994946 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -9997676.000000 Penalty: 3648.329590
	Iteration 6F: 3 clusters Score -9997676 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -10000884.000000 Penalty: 3648.329590
	Iteration 7F: 3 clusters Score -1.000088e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -10004006.000000 Penalty: 3648.329590
	Iteration 8F: 3 clusters Score -1.000401e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -10006386.000000 Penalty: 3648.329590
	Iteration 9Q: 3 clusters Score -1.000639e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -10008189.000000 Penalty: 3648.329590
	Iteration 10Q: 3 clusters Score -1.000819e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -10009439.000000 Penalty: 3648.329590
	Iteration 11Q: 3 clusters Score -1.000944e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -10010316.000000 Penalty: 3648.329590
	Iteration 12Q: 3 clusters Score -1.001032e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -10010866.000000 Penalty: 3648.329590
	Iteration 13Q: 3 clusters Score -1.001087e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -10011287.000000 Penalty: 3648.329590
	Iteration 14Q: 3 clusters Score -1.001129e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -10011731.000000 Penalty: 3648.329590
	Iteration 15Q: 3 clusters Score -1.001173e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -10012146.000000 Penalty: 3648.329590
	Iteration 16Q: 3 clusters Score -1.001215e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -10012526.000000 Penalty: 3648.329590
	Iteration 17Q: 3 clusters Score -1.001253e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -10012794.000000 Penalty: 3648.329590
	Iteration 18Q: 3 clusters Score -1.001279e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -10012977.000000 Penalty: 3648.329590
	Iteration 19Q: 3 clusters Score -1.001298e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -10013136.000000 Penalty: 3648.329590
	Iteration 20F: 3 clusters Score -1.001314e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -10013244.000000 Penalty: 3648.329590
	Iteration 21Q: 3 clusters Score -1.001324e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -10013362.000000 Penalty: 3648.329590
	Iteration 22Q: 3 clusters Score -1.001336e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -10013466.000000 Penalty: 3648.329590
	Iteration 23Q: 3 clusters Score -1.001347e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10013520.000000 Penalty: 3648.329590
	Iteration 24Q: 3 clusters Score -1.001352e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10013591.000000 Penalty: 3648.329590
	Iteration 25Q: 3 clusters Score -1.001359e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10013612.000000 Penalty: 3648.329590
	Iteration 26Q: 3 clusters Score -1.001361e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10013630.000000 Penalty: 3648.329590
	Iteration 27Q: 3 clusters Score -1.001363e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10013640.000000 Penalty: 3648.329590
	Iteration 28Q: 3 clusters Score -1.001364e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10013650.000000 Penalty: 3648.329590
	Iteration 29Q: 3 clusters Score -1.001365e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10013669.000000 Penalty: 3648.329590
	Iteration 30Q: 3 clusters Score -1.001367e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10013677.000000 Penalty: 3648.329590
	Iteration 31Q: 3 clusters Score -1.001368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10013664.000000 Penalty: 3648.329590
	Iteration 32Q: 3 clusters Score -1.001366e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10013645.000000 Penalty: 3648.329590
	Iteration 33Q: 3 clusters Score -1.001364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10013659.000000 Penalty: 3648.329590
	Iteration 34Q: 3 clusters Score -1.001366e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10013659.000000 Penalty: 3648.329590
	Iteration 35Q: 3 clusters Score -1.001366e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10013674.000000 Penalty: 3648.329590
	Iteration 36Q: 3 clusters Score -1.001367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10013667.000000 Penalty: 3648.329590
	Iteration 37Q: 3 clusters Score -1.001367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10013675.000000 Penalty: 3648.329590
	Iteration 38Q: 3 clusters Score -1.001368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10013681.000000 Penalty: 3648.329590
	Iteration 39Q: 3 clusters Score -1.001368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10013675.000000 Penalty: 3648.329590
	Iteration 40F: 3 clusters Score -1.001368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10013667.000000 Penalty: 3648.329590
	Iteration 41Q: 3 clusters Score -1.001367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10013678.000000 Penalty: 3648.329590
	Iteration 42Q: 3 clusters Score -1.001368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10013675.000000 Penalty: 3648.329590
	Iteration 43Q: 3 clusters Score -1.001368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10013667.000000 Penalty: 3648.329590
	Iteration 44Q: 3 clusters Score -1.001367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10013682.000000 Penalty: 3648.329590
	Iteration 45Q: 3 clusters Score -1.001368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10013691.000000 Penalty: 3648.329590
	Iteration 46Q: 3 clusters Score -1.001369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10013686.000000 Penalty: 3648.329590
	Iteration 47Q: 3 clusters Score -1.001369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10013687.000000 Penalty: 3648.329590
	Iteration 48Q: 3 clusters Score -1.001369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10013699.000000 Penalty: 3648.329590
	Iteration 49Q: 3 clusters Score -1.00137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10013694.000000 Penalty: 3648.329590
	Iteration 50Q: 3 clusters Score -1.001369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10013694.000000 Penalty: 3648.329590
	Iteration 51Q: 3 clusters Score -1.001369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10013692.000000 Penalty: 3648.329590
	Iteration 52Q: 3 clusters Score -1.001369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10013696.000000 Penalty: 3648.329590
	Iteration 53Q: 3 clusters Score -1.00137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10013693.000000 Penalty: 3648.329590
	Iteration 54Q: 3 clusters Score -1.001369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10013697.000000 Penalty: 3648.329590
	Iteration 55Q: 3 clusters Score -1.00137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10013696.000000 Penalty: 3648.329590
	Iteration 56Q: 3 clusters Score -1.00137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10013705.000000 Penalty: 3648.329590
	Iteration 57Q: 3 clusters Score -1.00137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10013697.000000 Penalty: 3648.329590
	Iteration 58Q: 3 clusters Score -1.00137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10013701.000000 Penalty: 3648.329590
	Iteration 59Q: 3 clusters Score -1.00137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10013702.000000 Penalty: 3648.329590
	Iteration 60F: 3 clusters Score -1.00137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10013701.000000 Penalty: 3648.329590
	Iteration 61Q: 3 clusters Score -1.00137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10013698.000000 Penalty: 3648.329590
	Iteration 62Q: 3 clusters Score -1.00137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10013701.000000 Penalty: 3648.329590
	Iteration 63Q: 3 clusters Score -1.00137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10013705.000000 Penalty: 3648.329590
	Iteration 64Q: 3 clusters Score -1.00137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10013702.000000 Penalty: 3648.329590
	Iteration 65Q: 3 clusters Score -1.00137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10013702.000000 Penalty: 3648.329590
	Iteration 66F: 3 clusters Score -1.00137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -983092.437500 Penalty: 1446.184082
	Iteration 0F: 2 clusters Score -983092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -977615.000000 Penalty: 2892.368164
	Iteration 0F: 3 clusters Score -977615 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -979227.187500 Penalty: 2892.368164
	Iteration 1F: 3 clusters Score -979227.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -979439.000000 Penalty: 2892.368164
	Iteration 2F: 3 clusters Score -979439 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -979570.062500 Penalty: 2892.368164
	Iteration 3Q: 3 clusters Score -979570.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -979677.062500 Penalty: 2892.368164
	Iteration 4Q: 3 clusters Score -979677.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -979759.375000 Penalty: 2892.368164
	Iteration 5Q: 3 clusters Score -979759.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -979840.187500 Penalty: 2892.368164
	Iteration 6Q: 3 clusters Score -979840.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -979932.625000 Penalty: 2892.368164
	Iteration 7Q: 3 clusters Score -979932.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -980030.562500 Penalty: 2892.368164
	Iteration 8Q: 3 clusters Score -980030.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -980118.937500 Penalty: 2892.368164
	Iteration 9Q: 3 clusters Score -980118.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -980216.000000 Penalty: 2892.368164
	Iteration 10Q: 3 clusters Score -980216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -980339.500000 Penalty: 2892.368164
	Iteration 11Q: 3 clusters Score -980339.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -980476.812500 Penalty: 2892.368164
	Iteration 12Q: 3 clusters Score -980476.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -980618.062500 Penalty: 2892.368164
	Iteration 13Q: 3 clusters Score -980618.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -980786.437500 Penalty: 2892.368164
	Iteration 14Q: 3 clusters Score -980786.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -980946.750000 Penalty: 2892.368164
	Iteration 15Q: 3 clusters Score -980946.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -981095.437500 Penalty: 2892.368164
	Iteration 16Q: 3 clusters Score -981095.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -981229.812500 Penalty: 2892.368164
	Iteration 17Q: 3 clusters Score -981229.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -981358.312500 Penalty: 2892.368164
	Iteration 18Q: 3 clusters Score -981358.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -981472.312500 Penalty: 2892.368164
	Iteration 19Q: 3 clusters Score -981472.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -981556.687500 Penalty: 2892.368164
	Iteration 20F: 3 clusters Score -981556.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -981608.875000 Penalty: 2892.368164
	Iteration 21Q: 3 clusters Score -981608.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -981651.312500 Penalty: 2892.368164
	Iteration 22Q: 3 clusters Score -981651.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -981681.062500 Penalty: 2892.368164
	Iteration 23Q: 3 clusters Score -981681.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -981710.375000 Penalty: 2892.368164
	Iteration 24Q: 3 clusters Score -981710.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -981734.125000 Penalty: 2892.368164
	Iteration 25Q: 3 clusters Score -981734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -981742.437500 Penalty: 2892.368164
	Iteration 26Q: 3 clusters Score -981742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -981753.562500 Penalty: 2892.368164
	Iteration 27Q: 3 clusters Score -981753.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -981761.250000 Penalty: 2892.368164
	Iteration 28Q: 3 clusters Score -981761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -981767.937500 Penalty: 2892.368164
	Iteration 29Q: 3 clusters Score -981767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -981774.312500 Penalty: 2892.368164
	Iteration 30Q: 3 clusters Score -981774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -981781.000000 Penalty: 2892.368164
	Iteration 31Q: 3 clusters Score -981781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -981789.437500 Penalty: 2892.368164
	Iteration 32Q: 3 clusters Score -981789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -981803.062500 Penalty: 2892.368164
	Iteration 33Q: 3 clusters Score -981803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -981814.500000 Penalty: 2892.368164
	Iteration 34Q: 3 clusters Score -981814.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -981829.937500 Penalty: 2892.368164
	Iteration 35Q: 3 clusters Score -981829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -981836.375000 Penalty: 2892.368164
	Iteration 36Q: 3 clusters Score -981836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -981844.562500 Penalty: 2892.368164
	Iteration 37Q: 3 clusters Score -981844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -981848.687500 Penalty: 2892.368164
	Iteration 38Q: 3 clusters Score -981848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -981849.812500 Penalty: 2892.368164
	Iteration 39Q: 3 clusters Score -981849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -981852.750000 Penalty: 2892.368164
	Iteration 40F: 3 clusters Score -981852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -981853.375000 Penalty: 2892.368164
	Iteration 41Q: 3 clusters Score -981853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -981858.437500 Penalty: 2892.368164
	Iteration 42Q: 3 clusters Score -981858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -981863.125000 Penalty: 2892.368164
	Iteration 43Q: 3 clusters Score -981863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -981869.375000 Penalty: 2892.368164
	Iteration 44Q: 3 clusters Score -981869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -981870.062500 Penalty: 2892.368164
	Iteration 45Q: 3 clusters Score -981870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -981871.062500 Penalty: 2892.368164
	Iteration 46Q: 3 clusters Score -981871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -981872.562500 Penalty: 2892.368164
	Iteration 47Q: 3 clusters Score -981872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -981872.562500 Penalty: 2892.368164
	Iteration 48F: 3 clusters Score -981872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -76871.195312 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -76871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75726.296875 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -75726.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75981.617188 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -75981.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76078.726562 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -76078.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76164.703125 Penalty: 2109.978027
	Iteration 3F: 3 clusters Score -76164.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76245.843750 Penalty: 2109.978027
	Iteration 4Q: 3 clusters Score -76245.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -76304.375000 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -76304.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76389.664062 Penalty: 2109.978027
	Iteration 6Q: 3 clusters Score -76389.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -76476.929688 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -76476.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76510.625000 Penalty: 2109.978027
	Iteration 8Q: 3 clusters Score -76510.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76533.914062 Penalty: 2109.978027
	Iteration 9Q: 3 clusters Score -76533.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76545.625000 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -76545.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76555.171875 Penalty: 2109.978027
	Iteration 11Q: 3 clusters Score -76555.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76556.718750 Penalty: 2109.978027
	Iteration 12Q: 3 clusters Score -76556.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76557.328125 Penalty: 2109.978027
	Iteration 13F: 3 clusters Score -76557.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76561.921875 Penalty: 2109.978027
	Iteration 14Q: 3 clusters Score -76561.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76568.625000 Penalty: 2109.978027
	Iteration 15Q: 3 clusters Score -76568.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76576.101562 Penalty: 2109.978027
	Iteration 16Q: 3 clusters Score -76576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76586.273438 Penalty: 2109.978027
	Iteration 17Q: 3 clusters Score -76586.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76611.843750 Penalty: 2109.978027
	Iteration 18Q: 3 clusters Score -76611.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76639.640625 Penalty: 2109.978027
	Iteration 19Q: 3 clusters Score -76639.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76652.695312 Penalty: 2109.978027
	Iteration 20F: 3 clusters Score -76652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76671.078125 Penalty: 2109.978027
	Iteration 21Q: 3 clusters Score -76671.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76681.359375 Penalty: 2109.978027
	Iteration 22Q: 3 clusters Score -76681.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76688.890625 Penalty: 2109.978027
	Iteration 23Q: 3 clusters Score -76688.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76697.945312 Penalty: 2109.978027
	Iteration 24Q: 3 clusters Score -76697.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76708.414062 Penalty: 2109.978027
	Iteration 25Q: 3 clusters Score -76708.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76716.929688 Penalty: 2109.978027
	Iteration 26Q: 3 clusters Score -76716.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76720.835938 Penalty: 2109.978027
	Iteration 27Q: 3 clusters Score -76720.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76726.257812 Penalty: 2109.978027
	Iteration 28Q: 3 clusters Score -76726.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76737.085938 Penalty: 2109.978027
	Iteration 29Q: 3 clusters Score -76737.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76741.398438 Penalty: 2109.978027
	Iteration 30Q: 3 clusters Score -76741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76742.179688 Penalty: 2109.978027
	Iteration 31Q: 3 clusters Score -76742.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76742.179688 Penalty: 2109.978027
	Iteration 32F: 3 clusters Score -76742.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Entering Unmasked Estep 
Score: -9214431.000000 Penalty: 1811.711792
	Iteration 0F: 2 clusters Score -9214431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -9169594.000000 Penalty: 3623.423584
	Iteration 0F: 3 clusters Score -9169594 nChanged 32991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -9189632.000000 Penalty: 3623.423584
	Iteration 1F: 3 clusters Score -9189632 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9191789.000000 Penalty: 3623.423584
	Iteration 2F: 3 clusters Score -9191789 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -9195391.000000 Penalty: 3623.423584
	Iteration 3F: 3 clusters Score -9195391 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -9200203.000000 Penalty: 3623.423584
	Iteration 4F: 3 clusters Score -9200203 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -9204913.000000 Penalty: 3623.423584
	Iteration 5F: 3 clusters Score -9204913 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -9209058.000000 Penalty: 3623.423584
	Iteration 6F: 3 clusters Score -9209058 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -9212570.000000 Penalty: 3623.423584
	Iteration 7Q: 3 clusters Score -9212570 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9214383.000000 Penalty: 3623.423584
	Iteration 8Q: 3 clusters Score -9214383 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -9215010.000000 Penalty: 3623.423584
	Iteration 9Q: 3 clusters Score -9215010 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -9215173.000000 Penalty: 3623.423584
	Iteration 10Q: 3 clusters Score -9215173 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -9215275.000000 Penalty: 3623.423584
	Iteration 11Q: 3 clusters Score -9215275 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -9215276.000000 Penalty: 3623.423584
	Iteration 12Q: 3 clusters Score -9215276 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -9215280.000000 Penalty: 3623.423584
	Iteration 13Q: 3 clusters Score -9215280 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -9215254.000000 Penalty: 3623.423584
	Iteration 14Q: 3 clusters Score -9215254 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -9215222.000000 Penalty: 3623.423584
	Iteration 15Q: 3 clusters Score -9215222 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -9215230.000000 Penalty: 3623.423584
	Iteration 16Q: 3 clusters Score -9215230 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -9215189.000000 Penalty: 3623.423584
	Iteration 17Q: 3 clusters Score -9215189 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -9215198.000000 Penalty: 3623.423584
	Iteration 18Q: 3 clusters Score -9215198 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -9215174.000000 Penalty: 3623.423584
	Iteration 19Q: 3 clusters Score -9215174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -9215155.000000 Penalty: 3623.423584
	Iteration 20F: 3 clusters Score -9215155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -9215163.000000 Penalty: 3623.423584
	Iteration 21Q: 3 clusters Score -9215163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -9215133.000000 Penalty: 3623.423584
	Iteration 22Q: 3 clusters Score -9215133 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -9215131.000000 Penalty: 3623.423584
	Iteration 23Q: 3 clusters Score -9215131 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -9215118.000000 Penalty: 3623.423584
	Iteration 24Q: 3 clusters Score -9215118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -9215112.000000 Penalty: 3623.423584
	Iteration 25Q: 3 clusters Score -9215112 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -9215077.000000 Penalty: 3623.423584
	Iteration 26Q: 3 clusters Score -9215077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -9215061.000000 Penalty: 3623.423584
	Iteration 27Q: 3 clusters Score -9215061 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -9215059.000000 Penalty: 3623.423584
	Iteration 28Q: 3 clusters Score -9215059 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -9215065.000000 Penalty: 3623.423584
	Iteration 29Q: 3 clusters Score -9215065 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -9215004.000000 Penalty: 3623.423584
	Iteration 30Q: 3 clusters Score -9215004 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -9214995.000000 Penalty: 3623.423584
	Iteration 31Q: 3 clusters Score -9214995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -9214995.000000 Penalty: 3623.423584
	Iteration 32Q: 3 clusters Score -9214995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9214963.000000 Penalty: 3623.423584
	Iteration 33Q: 3 clusters Score -9214963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -9214948.000000 Penalty: 3623.423584
	Iteration 34Q: 3 clusters Score -9214948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -9214919.000000 Penalty: 3623.423584
	Iteration 35Q: 3 clusters Score -9214919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -9214903.000000 Penalty: 3623.423584
	Iteration 36Q: 3 clusters Score -9214903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9214884.000000 Penalty: 3623.423584
	Iteration 37Q: 3 clusters Score -9214884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -9214866.000000 Penalty: 3623.423584
	Iteration 38Q: 3 clusters Score -9214866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -9214851.000000 Penalty: 3623.423584
	Iteration 39Q: 3 clusters Score -9214851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -9214830.000000 Penalty: 3623.423584
	Iteration 40F: 3 clusters Score -9214830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9214825.000000 Penalty: 3623.423584
	Iteration 41Q: 3 clusters Score -9214825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -9214806.000000 Penalty: 3623.423584
	Iteration 42Q: 3 clusters Score -9214806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -9214814.000000 Penalty: 3623.423584
	Iteration 43Q: 3 clusters Score -9214814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9214818.000000 Penalty: 3623.423584
	Iteration 44Q: 3 clusters Score -9214818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -9214815.000000 Penalty: 3623.423584
	Iteration 45Q: 3 clusters Score -9214815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -9214806.000000 Penalty: 3623.423584
	Iteration 46Q: 3 clusters Score -9214806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -9214810.000000 Penalty: 3623.423584
	Iteration 47Q: 3 clusters Score -9214810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9214803.000000 Penalty: 3623.423584
	Iteration 48Q: 3 clusters Score -9214803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -9214798.000000 Penalty: 3623.423584
	Iteration 49Q: 3 clusters Score -9214798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9214790.000000 Penalty: 3623.423584
	Iteration 50Q: 3 clusters Score -9214790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -9214784.000000 Penalty: 3623.423584
	Iteration 51Q: 3 clusters Score -9214784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -9214782.000000 Penalty: 3623.423584
	Iteration 52Q: 3 clusters Score -9214782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -9214786.000000 Penalty: 3623.423584
	Iteration 53Q: 3 clusters Score -9214786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -9214785.000000 Penalty: 3623.423584
	Iteration 54Q: 3 clusters Score -9214785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -9214774.000000 Penalty: 3623.423584
	Iteration 55Q: 3 clusters Score -9214774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -9214777.000000 Penalty: 3623.423584
	Iteration 56Q: 3 clusters Score -9214777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -9214775.000000 Penalty: 3623.423584
	Iteration 57Q: 3 clusters Score -9214775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -9214777.000000 Penalty: 3623.423584
	Iteration 58Q: 3 clusters Score -9214777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -9214789.000000 Penalty: 3623.423584
	Iteration 59Q: 3 clusters Score -9214789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -9214766.000000 Penalty: 3623.423584
	Iteration 60F: 3 clusters Score -9214766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -9214755.000000 Penalty: 3623.423584
	Iteration 61Q: 3 clusters Score -9214755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9214767.000000 Penalty: 3623.423584
	Iteration 62Q: 3 clusters Score -9214767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9214767.000000 Penalty: 3623.423584
	Iteration 63F: 3 clusters Score -9214767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 66373 members 
Entering Unmasked Estep 
Score: -85964440.000000 Penalty: 102362.921875
Splitting cluster 32 changes total score from -85964072.000000 to -85964440.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -48350.054688 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -48350.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47376.558594 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -47376.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47518.992188 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -47518.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47566.429688 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -47566.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47603.453125 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -47603.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47614.703125 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -47614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47625.511719 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -47625.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47639.480469 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -47639.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47648.242188 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -47648.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47651.789062 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -47651.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47657.851562 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -47657.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47660.804688 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -47660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47662.195312 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -47662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47662.195312 Penalty: 1964.626709
	Iteration 12F: 3 clusters Score -47662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -205788.812500 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -205788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -204177.484375 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -204177.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -204604.578125 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -204604.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204756.500000 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -204756.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204854.734375 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -204854.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204936.375000 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -204936.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -205005.515625 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -205005.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205056.750000 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -205056.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -205107.125000 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -205107.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205150.296875 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -205150.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -205194.046875 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -205194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -205258.890625 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -205258.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205311.109375 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -205311.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -205356.500000 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -205356.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -205398.031250 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -205398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -205429.265625 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -205429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -205444.562500 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -205444.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -205456.265625 Penalty: 2347.096680
	Iteration 16Q: 3 clusters Score -205456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205462.671875 Penalty: 2347.096680
	Iteration 17Q: 3 clusters Score -205462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205463.437500 Penalty: 2347.096680
	Iteration 18Q: 3 clusters Score -205463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205463.562500 Penalty: 2347.096680
	Iteration 19F: 3 clusters Score -205463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -205465.156250 Penalty: 2347.096680
	Iteration 20F: 3 clusters Score -205465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -48894.062500 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -48894.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47858.886719 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -47858.89 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48218.773438 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -48218.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48393.828125 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -48393.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48516.960938 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -48516.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48598.781250 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -48598.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48620.347656 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -48620.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48625.988281 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -48625.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48632.820312 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -48632.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48637.914062 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -48637.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48643.238281 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -48643.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48643.238281 Penalty: 2033.741943
	Iteration 10F: 3 clusters Score -48643.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Entering Unmasked Estep 
Score: -6590566.000000 Penalty: 1757.082275
	Iteration 0F: 2 clusters Score -6590566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6558236.500000 Penalty: 3514.164551
	Iteration 0F: 3 clusters Score -6558236 nChanged 23154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -6571099.500000 Penalty: 3514.164551
	Iteration 1F: 3 clusters Score -6571100 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -6571719.000000 Penalty: 3514.164551
	Iteration 2Q: 3 clusters Score -6571719 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6572394.000000 Penalty: 3514.164551
	Iteration 3Q: 3 clusters Score -6572394 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -6573145.500000 Penalty: 3514.164551
	Iteration 4Q: 3 clusters Score -6573146 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -6574338.500000 Penalty: 3514.164551
	Iteration 5Q: 3 clusters Score -6574338 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -6575900.000000 Penalty: 3514.164551
	Iteration 6F: 3 clusters Score -6575900 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6578075.000000 Penalty: 3514.164551
	Iteration 7F: 3 clusters Score -6578075 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -6580494.000000 Penalty: 3514.164551
	Iteration 8F: 3 clusters Score -6580494 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -6582329.500000 Penalty: 3514.164551
	Iteration 9F: 3 clusters Score -6582330 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6583228.500000 Penalty: 3514.164551
	Iteration 10Q: 3 clusters Score -6583228 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -6583725.000000 Penalty: 3514.164551
	Iteration 11Q: 3 clusters Score -6583725 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6584015.000000 Penalty: 3514.164551
	Iteration 12Q: 3 clusters Score -6584015 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -6584276.500000 Penalty: 3514.164551
	Iteration 13Q: 3 clusters Score -6584276 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -6584511.500000 Penalty: 3514.164551
	Iteration 14Q: 3 clusters Score -6584512 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -6584734.000000 Penalty: 3514.164551
	Iteration 15Q: 3 clusters Score -6584734 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -6584900.500000 Penalty: 3514.164551
	Iteration 16Q: 3 clusters Score -6584900 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -6585145.500000 Penalty: 3514.164551
	Iteration 17Q: 3 clusters Score -6585146 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -6585320.000000 Penalty: 3514.164551
	Iteration 18Q: 3 clusters Score -6585320 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -6585486.000000 Penalty: 3514.164551
	Iteration 19Q: 3 clusters Score -6585486 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -6585695.500000 Penalty: 3514.164551
	Iteration 20F: 3 clusters Score -6585696 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -6585838.500000 Penalty: 3514.164551
	Iteration 21Q: 3 clusters Score -6585838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -6585992.500000 Penalty: 3514.164551
	Iteration 22Q: 3 clusters Score -6585992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6586146.000000 Penalty: 3514.164551
	Iteration 23Q: 3 clusters Score -6586146 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6586293.500000 Penalty: 3514.164551
	Iteration 24Q: 3 clusters Score -6586294 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6586482.000000 Penalty: 3514.164551
	Iteration 25Q: 3 clusters Score -6586482 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -6586669.500000 Penalty: 3514.164551
	Iteration 26Q: 3 clusters Score -6586670 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -6586844.500000 Penalty: 3514.164551
	Iteration 27Q: 3 clusters Score -6586844 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6587018.500000 Penalty: 3514.164551
	Iteration 28Q: 3 clusters Score -6587018 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -6587181.000000 Penalty: 3514.164551
	Iteration 29Q: 3 clusters Score -6587181 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -6587328.000000 Penalty: 3514.164551
	Iteration 30Q: 3 clusters Score -6587328 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -6587464.000000 Penalty: 3514.164551
	Iteration 31Q: 3 clusters Score -6587464 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6587624.500000 Penalty: 3514.164551
	Iteration 32Q: 3 clusters Score -6587624 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -6587781.500000 Penalty: 3514.164551
	Iteration 33Q: 3 clusters Score -6587782 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -6587975.000000 Penalty: 3514.164551
	Iteration 34Q: 3 clusters Score -6587975 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -6588127.000000 Penalty: 3514.164551
	Iteration 35Q: 3 clusters Score -6588127 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6588309.500000 Penalty: 3514.164551
	Iteration 36Q: 3 clusters Score -6588310 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -6588455.500000 Penalty: 3514.164551
	Iteration 37Q: 3 clusters Score -6588456 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6588620.500000 Penalty: 3514.164551
	Iteration 38Q: 3 clusters Score -6588620 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -6588744.000000 Penalty: 3514.164551
	Iteration 39Q: 3 clusters Score -6588744 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6588866.000000 Penalty: 3514.164551
	Iteration 40F: 3 clusters Score -6588866 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6589011.500000 Penalty: 3514.164551
	Iteration 41Q: 3 clusters Score -6589012 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6589105.500000 Penalty: 3514.164551
	Iteration 42Q: 3 clusters Score -6589106 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6589202.000000 Penalty: 3514.164551
	Iteration 43Q: 3 clusters Score -6589202 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6589257.000000 Penalty: 3514.164551
	Iteration 44Q: 3 clusters Score -6589257 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6589274.000000 Penalty: 3514.164551
	Iteration 45Q: 3 clusters Score -6589274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6589318.000000 Penalty: 3514.164551
	Iteration 46Q: 3 clusters Score -6589318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6589354.000000 Penalty: 3514.164551
	Iteration 47Q: 3 clusters Score -6589354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6589364.500000 Penalty: 3514.164551
	Iteration 48Q: 3 clusters Score -6589364 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6589373.500000 Penalty: 3514.164551
	Iteration 49Q: 3 clusters Score -6589374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6589380.500000 Penalty: 3514.164551
	Iteration 50Q: 3 clusters Score -6589380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6589381.000000 Penalty: 3514.164551
	Iteration 51Q: 3 clusters Score -6589381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6589365.000000 Penalty: 3514.164551
	Iteration 52Q: 3 clusters Score -6589365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6589393.500000 Penalty: 3514.164551
	Iteration 53Q: 3 clusters Score -6589394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6589388.500000 Penalty: 3514.164551
	Iteration 54Q: 3 clusters Score -6589388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6589397.500000 Penalty: 3514.164551
	Iteration 55Q: 3 clusters Score -6589398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6589410.500000 Penalty: 3514.164551
	Iteration 56Q: 3 clusters Score -6589410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6589423.500000 Penalty: 3514.164551
	Iteration 57Q: 3 clusters Score -6589424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6589430.500000 Penalty: 3514.164551
	Iteration 58Q: 3 clusters Score -6589430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6589432.000000 Penalty: 3514.164551
	Iteration 59Q: 3 clusters Score -6589432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6589428.000000 Penalty: 3514.164551
	Iteration 60F: 3 clusters Score -6589428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6589422.000000 Penalty: 3514.164551
	Iteration 61Q: 3 clusters Score -6589422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6589428.000000 Penalty: 3514.164551
	Iteration 62Q: 3 clusters Score -6589428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6589437.000000 Penalty: 3514.164551
	Iteration 63Q: 3 clusters Score -6589437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6589444.000000 Penalty: 3514.164551
	Iteration 64Q: 3 clusters Score -6589444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6589440.500000 Penalty: 3514.164551
	Iteration 65Q: 3 clusters Score -6589440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6589441.000000 Penalty: 3514.164551
	Iteration 66Q: 3 clusters Score -6589441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6589436.000000 Penalty: 3514.164551
	Iteration 67Q: 3 clusters Score -6589436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6589437.500000 Penalty: 3514.164551
	Iteration 68Q: 3 clusters Score -6589438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6589436.500000 Penalty: 3514.164551
	Iteration 69Q: 3 clusters Score -6589436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6589453.000000 Penalty: 3514.164551
	Iteration 70Q: 3 clusters Score -6589453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6589452.500000 Penalty: 3514.164551
	Iteration 71Q: 3 clusters Score -6589452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6589452.500000 Penalty: 3514.164551
	Iteration 72Q: 3 clusters Score -6589452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6589445.000000 Penalty: 3514.164551
	Iteration 73Q: 3 clusters Score -6589445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6589450.500000 Penalty: 3514.164551
	Iteration 74Q: 3 clusters Score -6589450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6589457.000000 Penalty: 3514.164551
	Iteration 75Q: 3 clusters Score -6589457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6589451.000000 Penalty: 3514.164551
	Iteration 76Q: 3 clusters Score -6589451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6589447.000000 Penalty: 3514.164551
	Iteration 77Q: 3 clusters Score -6589447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6589443.500000 Penalty: 3514.164551
	Iteration 78Q: 3 clusters Score -6589444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6589437.500000 Penalty: 3514.164551
	Iteration 79Q: 3 clusters Score -6589438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6589441.000000 Penalty: 3514.164551
	Iteration 80F: 3 clusters Score -6589441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6589446.000000 Penalty: 3514.164551
	Iteration 81Q: 3 clusters Score -6589446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6589446.500000 Penalty: 3514.164551
	Iteration 82Q: 3 clusters Score -6589446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6589446.500000 Penalty: 3514.164551
	Iteration 83Q: 3 clusters Score -6589446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6589444.500000 Penalty: 3514.164551
	Iteration 84Q: 3 clusters Score -6589444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6589440.000000 Penalty: 3514.164551
	Iteration 85Q: 3 clusters Score -6589440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6589440.500000 Penalty: 3514.164551
	Iteration 86Q: 3 clusters Score -6589440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6589443.000000 Penalty: 3514.164551
	Iteration 87Q: 3 clusters Score -6589443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6589443.500000 Penalty: 3514.164551
	Iteration 88Q: 3 clusters Score -6589444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6589440.500000 Penalty: 3514.164551
	Iteration 89Q: 3 clusters Score -6589440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6589440.000000 Penalty: 3514.164551
	Iteration 90Q: 3 clusters Score -6589440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6589443.500000 Penalty: 3514.164551
	Iteration 91Q: 3 clusters Score -6589444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6589443.000000 Penalty: 3514.164551
	Iteration 92Q: 3 clusters Score -6589443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6589446.000000 Penalty: 3514.164551
	Iteration 93Q: 3 clusters Score -6589446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6589451.500000 Penalty: 3514.164551
	Iteration 94Q: 3 clusters Score -6589452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6589451.500000 Penalty: 3514.164551
	Iteration 95Q: 3 clusters Score -6589452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6589447.000000 Penalty: 3514.164551
	Iteration 96Q: 3 clusters Score -6589447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6589448.500000 Penalty: 3514.164551
	Iteration 97Q: 3 clusters Score -6589448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6589446.000000 Penalty: 3514.164551
	Iteration 98Q: 3 clusters Score -6589446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6589446.000000 Penalty: 3514.164551
	Iteration 99F: 3 clusters Score -6589446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (49639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Entering Unmasked Estep 
Score: -6612291.500000 Penalty: 1757.036499
	Iteration 0F: 2 clusters Score -6612292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6579610.500000 Penalty: 3514.072998
	Iteration 0F: 3 clusters Score -6579610 nChanged 23249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -6592580.000000 Penalty: 3514.072998
	Iteration 1F: 3 clusters Score -6592580 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6593079.000000 Penalty: 3514.072998
	Iteration 2Q: 3 clusters Score -6593079 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6593705.500000 Penalty: 3514.072998
	Iteration 3Q: 3 clusters Score -6593706 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -6594474.000000 Penalty: 3514.072998
	Iteration 4Q: 3 clusters Score -6594474 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -6595576.000000 Penalty: 3514.072998
	Iteration 5F: 3 clusters Score -6595576 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -6597380.000000 Penalty: 3514.072998
	Iteration 6F: 3 clusters Score -6597380 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -6600007.500000 Penalty: 3514.072998
	Iteration 7F: 3 clusters Score -6600008 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -6603224.000000 Penalty: 3514.072998
	Iteration 8F: 3 clusters Score -6603224 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6606334.500000 Penalty: 3514.072998
	Iteration 9F: 3 clusters Score -6606334 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6608264.500000 Penalty: 3514.072998
	Iteration 10Q: 3 clusters Score -6608264 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6609184.500000 Penalty: 3514.072998
	Iteration 11Q: 3 clusters Score -6609184 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -6609694.500000 Penalty: 3514.072998
	Iteration 12Q: 3 clusters Score -6609694 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6610054.000000 Penalty: 3514.072998
	Iteration 13Q: 3 clusters Score -6610054 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6610239.000000 Penalty: 3514.072998
	Iteration 14Q: 3 clusters Score -6610239 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -6610390.000000 Penalty: 3514.072998
	Iteration 15Q: 3 clusters Score -6610390 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6610501.500000 Penalty: 3514.072998
	Iteration 16Q: 3 clusters Score -6610502 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6610594.500000 Penalty: 3514.072998
	Iteration 17Q: 3 clusters Score -6610594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -6610657.500000 Penalty: 3514.072998
	Iteration 18Q: 3 clusters Score -6610658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6610701.000000 Penalty: 3514.072998
	Iteration 19Q: 3 clusters Score -6610701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -6610730.500000 Penalty: 3514.072998
	Iteration 20F: 3 clusters Score -6610730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6610764.500000 Penalty: 3514.072998
	Iteration 21Q: 3 clusters Score -6610764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -6610804.000000 Penalty: 3514.072998
	Iteration 22Q: 3 clusters Score -6610804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -6610829.500000 Penalty: 3514.072998
	Iteration 23Q: 3 clusters Score -6610830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -6610847.500000 Penalty: 3514.072998
	Iteration 24Q: 3 clusters Score -6610848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6610855.500000 Penalty: 3514.072998
	Iteration 25Q: 3 clusters Score -6610856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6610853.000000 Penalty: 3514.072998
	Iteration 26Q: 3 clusters Score -6610853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -6610858.000000 Penalty: 3514.072998
	Iteration 27Q: 3 clusters Score -6610858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6610866.500000 Penalty: 3514.072998
	Iteration 28Q: 3 clusters Score -6610866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6610878.000000 Penalty: 3514.072998
	Iteration 29Q: 3 clusters Score -6610878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6610880.500000 Penalty: 3514.072998
	Iteration 30Q: 3 clusters Score -6610880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6610886.500000 Penalty: 3514.072998
	Iteration 31Q: 3 clusters Score -6610886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6610885.000000 Penalty: 3514.072998
	Iteration 32Q: 3 clusters Score -6610885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6610885.500000 Penalty: 3514.072998
	Iteration 33Q: 3 clusters Score -6610886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6610892.000000 Penalty: 3514.072998
	Iteration 34Q: 3 clusters Score -6610892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6610890.500000 Penalty: 3514.072998
	Iteration 35Q: 3 clusters Score -6610890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6610886.000000 Penalty: 3514.072998
	Iteration 36Q: 3 clusters Score -6610886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -6610888.500000 Penalty: 3514.072998
	Iteration 37Q: 3 clusters Score -6610888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6610890.000000 Penalty: 3514.072998
	Iteration 38Q: 3 clusters Score -6610890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6610887.500000 Penalty: 3514.072998
	Iteration 39Q: 3 clusters Score -6610888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6610891.500000 Penalty: 3514.072998
	Iteration 40F: 3 clusters Score -6610892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -6610885.500000 Penalty: 3514.072998
	Iteration 41Q: 3 clusters Score -6610886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -6610895.500000 Penalty: 3514.072998
	Iteration 42Q: 3 clusters Score -6610896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -6610895.500000 Penalty: 3514.072998
	Iteration 43F: 3 clusters Score -6610896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Entering Unmasked Estep 
Score: -3609391.000000 Penalty: 1656.371460
	Iteration 0F: 2 clusters Score -3609391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3591136.000000 Penalty: 3312.742920
	Iteration 0F: 3 clusters Score -3591136 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3598083.250000 Penalty: 3312.742920
	Iteration 1F: 3 clusters Score -3598083 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3598444.750000 Penalty: 3312.742920
	Iteration 2Q: 3 clusters Score -3598445 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3598759.000000 Penalty: 3312.742920
	Iteration 3Q: 3 clusters Score -3598759 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3599021.250000 Penalty: 3312.742920
	Iteration 4Q: 3 clusters Score -3599021 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3599259.750000 Penalty: 3312.742920
	Iteration 5Q: 3 clusters Score -3599260 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3599499.750000 Penalty: 3312.742920
	Iteration 6Q: 3 clusters Score -3599500 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3599707.250000 Penalty: 3312.742920
	Iteration 7Q: 3 clusters Score -3599707 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3599954.250000 Penalty: 3312.742920
	Iteration 8Q: 3 clusters Score -3599954 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3600246.750000 Penalty: 3312.742920
	Iteration 9Q: 3 clusters Score -3600247 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3600585.750000 Penalty: 3312.742920
	Iteration 10Q: 3 clusters Score -3600586 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3601043.500000 Penalty: 3312.742920
	Iteration 11Q: 3 clusters Score -3601044 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3601635.250000 Penalty: 3312.742920
	Iteration 12Q: 3 clusters Score -3601635 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3602375.750000 Penalty: 3312.742920
	Iteration 13Q: 3 clusters Score -3602376 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3603210.500000 Penalty: 3312.742920
	Iteration 14Q: 3 clusters Score -3603210 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3604184.000000 Penalty: 3312.742920
	Iteration 15Q: 3 clusters Score -3604184 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3605118.000000 Penalty: 3312.742920
	Iteration 16Q: 3 clusters Score -3605118 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3605952.500000 Penalty: 3312.742920
	Iteration 17Q: 3 clusters Score -3605952 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3606508.500000 Penalty: 3312.742920
	Iteration 18Q: 3 clusters Score -3606508 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3606813.750000 Penalty: 3312.742920
	Iteration 19Q: 3 clusters Score -3606814 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3607016.500000 Penalty: 3312.742920
	Iteration 20F: 3 clusters Score -3607016 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3607178.500000 Penalty: 3312.742920
	Iteration 21Q: 3 clusters Score -3607178 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3607282.500000 Penalty: 3312.742920
	Iteration 22Q: 3 clusters Score -3607282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3607369.500000 Penalty: 3312.742920
	Iteration 23Q: 3 clusters Score -3607370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3607439.500000 Penalty: 3312.742920
	Iteration 24Q: 3 clusters Score -3607440 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3607486.500000 Penalty: 3312.742920
	Iteration 25Q: 3 clusters Score -3607486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3607535.500000 Penalty: 3312.742920
	Iteration 26Q: 3 clusters Score -3607536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3607577.250000 Penalty: 3312.742920
	Iteration 27Q: 3 clusters Score -3607577 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3607615.250000 Penalty: 3312.742920
	Iteration 28Q: 3 clusters Score -3607615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3607638.000000 Penalty: 3312.742920
	Iteration 29Q: 3 clusters Score -3607638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3607670.750000 Penalty: 3312.742920
	Iteration 30Q: 3 clusters Score -3607671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3607707.500000 Penalty: 3312.742920
	Iteration 31Q: 3 clusters Score -3607708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3607743.750000 Penalty: 3312.742920
	Iteration 32Q: 3 clusters Score -3607744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3607759.500000 Penalty: 3312.742920
	Iteration 33Q: 3 clusters Score -3607760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3607792.500000 Penalty: 3312.742920
	Iteration 34Q: 3 clusters Score -3607792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3607804.750000 Penalty: 3312.742920
	Iteration 35Q: 3 clusters Score -3607805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3607806.250000 Penalty: 3312.742920
	Iteration 36Q: 3 clusters Score -3607806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3607808.250000 Penalty: 3312.742920
	Iteration 37Q: 3 clusters Score -3607808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3607814.250000 Penalty: 3312.742920
	Iteration 38Q: 3 clusters Score -3607814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3607822.000000 Penalty: 3312.742920
	Iteration 39Q: 3 clusters Score -3607822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3607830.750000 Penalty: 3312.742920
	Iteration 40F: 3 clusters Score -3607831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3607834.250000 Penalty: 3312.742920
	Iteration 41Q: 3 clusters Score -3607834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3607838.500000 Penalty: 3312.742920
	Iteration 42Q: 3 clusters Score -3607838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3607840.500000 Penalty: 3312.742920
	Iteration 43Q: 3 clusters Score -3607840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3607840.000000 Penalty: 3312.742920
	Iteration 44Q: 3 clusters Score -3607840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3607844.250000 Penalty: 3312.742920
	Iteration 45Q: 3 clusters Score -3607844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3607843.250000 Penalty: 3312.742920
	Iteration 46Q: 3 clusters Score -3607843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3607845.000000 Penalty: 3312.742920
	Iteration 47Q: 3 clusters Score -3607845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3607848.500000 Penalty: 3312.742920
	Iteration 48Q: 3 clusters Score -3607848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3607852.000000 Penalty: 3312.742920
	Iteration 49Q: 3 clusters Score -3607852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3607854.000000 Penalty: 3312.742920
	Iteration 50Q: 3 clusters Score -3607854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3607856.250000 Penalty: 3312.742920
	Iteration 51Q: 3 clusters Score -3607856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3607851.250000 Penalty: 3312.742920
	Iteration 52Q: 3 clusters Score -3607851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3607856.000000 Penalty: 3312.742920
	Iteration 53Q: 3 clusters Score -3607856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3607856.000000 Penalty: 3312.742920
	Iteration 54F: 3 clusters Score -3607856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106588.429688 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106588.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106777.484375 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106777.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106817.070312 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106831.539062 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106839.765625 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106845.539062 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106845.539062 Penalty: 2124.424805
	Iteration 6F: 3 clusters Score -106845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -96914.835938 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -96914.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95665.015625 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -95665.02 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95919.625000 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -95919.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96066.218750 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -96066.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96259.726562 Penalty: 2167.586914
	Iteration 3F: 3 clusters Score -96259.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96366.046875 Penalty: 2167.586914
	Iteration 4F: 3 clusters Score -96366.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96445.304688 Penalty: 2167.586914
	Iteration 5F: 3 clusters Score -96445.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96488.398438 Penalty: 2167.586914
	Iteration 6Q: 3 clusters Score -96488.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96506.382812 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -96506.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -96513.367188 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -96513.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96521.523438 Penalty: 2167.586914
	Iteration 9Q: 3 clusters Score -96521.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96526.507812 Penalty: 2167.586914
	Iteration 10Q: 3 clusters Score -96526.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96526.507812 Penalty: 2167.586914
	Iteration 11F: 3 clusters Score -96526.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Entering Unmasked Estep 
Score: -2011907.750000 Penalty: 1567.297974
	Iteration 0F: 2 clusters Score -2011908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2001239.625000 Penalty: 3134.595947
	Iteration 0F: 3 clusters Score -2001240 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2005070.000000 Penalty: 3134.595947
	Iteration 1F: 3 clusters Score -2005070 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2005498.125000 Penalty: 3134.595947
	Iteration 2F: 3 clusters Score -2005498 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2005866.000000 Penalty: 3134.595947
	Iteration 3F: 3 clusters Score -2005866 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2006313.875000 Penalty: 3134.595947
	Iteration 4F: 3 clusters Score -2006314 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2006813.375000 Penalty: 3134.595947
	Iteration 5F: 3 clusters Score -2006813 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2007382.000000 Penalty: 3134.595947
	Iteration 6F: 3 clusters Score -2007382 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2007977.375000 Penalty: 3134.595947
	Iteration 7F: 3 clusters Score -2007977 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2008518.125000 Penalty: 3134.595947
	Iteration 8F: 3 clusters Score -2008518 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2008926.000000 Penalty: 3134.595947
	Iteration 9Q: 3 clusters Score -2008926 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2009166.875000 Penalty: 3134.595947
	Iteration 10Q: 3 clusters Score -2009167 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2009302.500000 Penalty: 3134.595947
	Iteration 11Q: 3 clusters Score -2009302 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2009387.125000 Penalty: 3134.595947
	Iteration 12Q: 3 clusters Score -2009387 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2009452.250000 Penalty: 3134.595947
	Iteration 13Q: 3 clusters Score -2009452 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2009513.500000 Penalty: 3134.595947
	Iteration 14Q: 3 clusters Score -2009514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2009562.500000 Penalty: 3134.595947
	Iteration 15Q: 3 clusters Score -2009562 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2009615.500000 Penalty: 3134.595947
	Iteration 16Q: 3 clusters Score -2009616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2009654.375000 Penalty: 3134.595947
	Iteration 17Q: 3 clusters Score -2009654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2009706.625000 Penalty: 3134.595947
	Iteration 18Q: 3 clusters Score -2009707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2009740.875000 Penalty: 3134.595947
	Iteration 19Q: 3 clusters Score -2009741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2009780.375000 Penalty: 3134.595947
	Iteration 20F: 3 clusters Score -2009780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2009810.500000 Penalty: 3134.595947
	Iteration 21Q: 3 clusters Score -2009810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2009835.625000 Penalty: 3134.595947
	Iteration 22Q: 3 clusters Score -2009836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2009869.375000 Penalty: 3134.595947
	Iteration 23Q: 3 clusters Score -2009869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2009894.250000 Penalty: 3134.595947
	Iteration 24Q: 3 clusters Score -2009894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2009917.000000 Penalty: 3134.595947
	Iteration 25Q: 3 clusters Score -2009917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2009946.500000 Penalty: 3134.595947
	Iteration 26Q: 3 clusters Score -2009946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2009971.625000 Penalty: 3134.595947
	Iteration 27Q: 3 clusters Score -2009972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2009990.375000 Penalty: 3134.595947
	Iteration 28Q: 3 clusters Score -2009990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2010009.625000 Penalty: 3134.595947
	Iteration 29Q: 3 clusters Score -2010010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2010024.125000 Penalty: 3134.595947
	Iteration 30Q: 3 clusters Score -2010024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2010044.500000 Penalty: 3134.595947
	Iteration 31Q: 3 clusters Score -2010044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2010056.250000 Penalty: 3134.595947
	Iteration 32Q: 3 clusters Score -2010056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2010063.250000 Penalty: 3134.595947
	Iteration 33Q: 3 clusters Score -2010063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2010078.125000 Penalty: 3134.595947
	Iteration 34Q: 3 clusters Score -2010078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2010086.750000 Penalty: 3134.595947
	Iteration 35Q: 3 clusters Score -2010087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2010092.125000 Penalty: 3134.595947
	Iteration 36Q: 3 clusters Score -2010092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2010099.625000 Penalty: 3134.595947
	Iteration 37Q: 3 clusters Score -2010100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2010113.875000 Penalty: 3134.595947
	Iteration 38Q: 3 clusters Score -2010114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2010117.000000 Penalty: 3134.595947
	Iteration 39Q: 3 clusters Score -2010117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2010117.500000 Penalty: 3134.595947
	Iteration 40F: 3 clusters Score -2010118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2010120.875000 Penalty: 3134.595947
	Iteration 41Q: 3 clusters Score -2010121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2010129.000000 Penalty: 3134.595947
	Iteration 42Q: 3 clusters Score -2010129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2010142.125000 Penalty: 3134.595947
	Iteration 43Q: 3 clusters Score -2010142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2010147.875000 Penalty: 3134.595947
	Iteration 44Q: 3 clusters Score -2010148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2010155.000000 Penalty: 3134.595947
	Iteration 45Q: 3 clusters Score -2010155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2010169.000000 Penalty: 3134.595947
	Iteration 46Q: 3 clusters Score -2010169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2010175.625000 Penalty: 3134.595947
	Iteration 47Q: 3 clusters Score -2010176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2010186.375000 Penalty: 3134.595947
	Iteration 48Q: 3 clusters Score -2010186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2010197.000000 Penalty: 3134.595947
	Iteration 49Q: 3 clusters Score -2010197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2010208.625000 Penalty: 3134.595947
	Iteration 50Q: 3 clusters Score -2010209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2010214.500000 Penalty: 3134.595947
	Iteration 51Q: 3 clusters Score -2010214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2010222.000000 Penalty: 3134.595947
	Iteration 52Q: 3 clusters Score -2010222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2010227.375000 Penalty: 3134.595947
	Iteration 53Q: 3 clusters Score -2010227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2010228.500000 Penalty: 3134.595947
	Iteration 54Q: 3 clusters Score -2010228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2010229.000000 Penalty: 3134.595947
	Iteration 55Q: 3 clusters Score -2010229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2010233.125000 Penalty: 3134.595947
	Iteration 56Q: 3 clusters Score -2010233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2010237.125000 Penalty: 3134.595947
	Iteration 57Q: 3 clusters Score -2010237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2010240.750000 Penalty: 3134.595947
	Iteration 58Q: 3 clusters Score -2010241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2010245.125000 Penalty: 3134.595947
	Iteration 59Q: 3 clusters Score -2010245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2010251.000000 Penalty: 3134.595947
	Iteration 60F: 3 clusters Score -2010251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2010252.875000 Penalty: 3134.595947
	Iteration 61Q: 3 clusters Score -2010253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2010250.750000 Penalty: 3134.595947
	Iteration 62Q: 3 clusters Score -2010251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2010254.000000 Penalty: 3134.595947
	Iteration 63Q: 3 clusters Score -2010254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2010259.750000 Penalty: 3134.595947
	Iteration 64Q: 3 clusters Score -2010260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2010262.875000 Penalty: 3134.595947
	Iteration 65Q: 3 clusters Score -2010263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2010266.375000 Penalty: 3134.595947
	Iteration 66Q: 3 clusters Score -2010266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2010274.875000 Penalty: 3134.595947
	Iteration 67Q: 3 clusters Score -2010275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2010276.875000 Penalty: 3134.595947
	Iteration 68Q: 3 clusters Score -2010277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2010279.750000 Penalty: 3134.595947
	Iteration 69Q: 3 clusters Score -2010280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2010289.625000 Penalty: 3134.595947
	Iteration 70Q: 3 clusters Score -2010290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2010288.625000 Penalty: 3134.595947
	Iteration 71Q: 3 clusters Score -2010289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2010296.875000 Penalty: 3134.595947
	Iteration 72Q: 3 clusters Score -2010297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2010309.750000 Penalty: 3134.595947
	Iteration 73Q: 3 clusters Score -2010310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2010316.750000 Penalty: 3134.595947
	Iteration 74Q: 3 clusters Score -2010317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2010341.500000 Penalty: 3134.595947
	Iteration 75Q: 3 clusters Score -2010342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2010355.250000 Penalty: 3134.595947
	Iteration 76Q: 3 clusters Score -2010355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2010369.750000 Penalty: 3134.595947
	Iteration 77Q: 3 clusters Score -2010370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2010378.875000 Penalty: 3134.595947
	Iteration 78Q: 3 clusters Score -2010379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2010387.375000 Penalty: 3134.595947
	Iteration 79Q: 3 clusters Score -2010387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2010401.625000 Penalty: 3134.595947
	Iteration 80F: 3 clusters Score -2010402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2010409.750000 Penalty: 3134.595947
	Iteration 81Q: 3 clusters Score -2010410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2010414.250000 Penalty: 3134.595947
	Iteration 82Q: 3 clusters Score -2010414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2010419.500000 Penalty: 3134.595947
	Iteration 83Q: 3 clusters Score -2010420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2010426.000000 Penalty: 3134.595947
	Iteration 84Q: 3 clusters Score -2010426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2010430.625000 Penalty: 3134.595947
	Iteration 85Q: 3 clusters Score -2010431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2010434.000000 Penalty: 3134.595947
	Iteration 86Q: 3 clusters Score -2010434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2010438.250000 Penalty: 3134.595947
	Iteration 87Q: 3 clusters Score -2010438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2010441.750000 Penalty: 3134.595947
	Iteration 88Q: 3 clusters Score -2010442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2010442.375000 Penalty: 3134.595947
	Iteration 89Q: 3 clusters Score -2010442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2010446.500000 Penalty: 3134.595947
	Iteration 90Q: 3 clusters Score -2010446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2010451.625000 Penalty: 3134.595947
	Iteration 91Q: 3 clusters Score -2010452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2010456.625000 Penalty: 3134.595947
	Iteration 92Q: 3 clusters Score -2010457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2010457.000000 Penalty: 3134.595947
	Iteration 93Q: 3 clusters Score -2010457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2010460.875000 Penalty: 3134.595947
	Iteration 94Q: 3 clusters Score -2010461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2010465.375000 Penalty: 3134.595947
	Iteration 95Q: 3 clusters Score -2010465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2010474.625000 Penalty: 3134.595947
	Iteration 96Q: 3 clusters Score -2010475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2010479.625000 Penalty: 3134.595947
	Iteration 97Q: 3 clusters Score -2010480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2010483.250000 Penalty: 3134.595947
	Iteration 98Q: 3 clusters Score -2010483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2010491.125000 Penalty: 3134.595947
	Iteration 99Q: 3 clusters Score -2010491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2010498.875000 Penalty: 3134.595947
	Iteration 100F: 3 clusters Score -2010499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2010500.125000 Penalty: 3134.595947
	Iteration 101Q: 3 clusters Score -2010500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2010507.250000 Penalty: 3134.595947
	Iteration 102Q: 3 clusters Score -2010507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2010514.125000 Penalty: 3134.595947
	Iteration 103Q: 3 clusters Score -2010514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2010519.125000 Penalty: 3134.595947
	Iteration 104Q: 3 clusters Score -2010519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2010521.875000 Penalty: 3134.595947
	Iteration 105Q: 3 clusters Score -2010522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2010522.750000 Penalty: 3134.595947
	Iteration 106Q: 3 clusters Score -2010523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2010526.750000 Penalty: 3134.595947
	Iteration 107Q: 3 clusters Score -2010527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2010532.125000 Penalty: 3134.595947
	Iteration 108Q: 3 clusters Score -2010532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2010537.000000 Penalty: 3134.595947
	Iteration 109Q: 3 clusters Score -2010537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2010538.000000 Penalty: 3134.595947
	Iteration 110Q: 3 clusters Score -2010538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2010539.000000 Penalty: 3134.595947
	Iteration 111Q: 3 clusters Score -2010539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2010548.500000 Penalty: 3134.595947
	Iteration 112Q: 3 clusters Score -2010548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2010551.750000 Penalty: 3134.595947
	Iteration 113Q: 3 clusters Score -2010552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2010555.500000 Penalty: 3134.595947
	Iteration 114Q: 3 clusters Score -2010556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2010554.250000 Penalty: 3134.595947
	Iteration 115Q: 3 clusters Score -2010554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2010562.750000 Penalty: 3134.595947
	Iteration 116Q: 3 clusters Score -2010563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2010568.125000 Penalty: 3134.595947
	Iteration 117Q: 3 clusters Score -2010568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2010570.875000 Penalty: 3134.595947
	Iteration 118Q: 3 clusters Score -2010571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2010571.875000 Penalty: 3134.595947
	Iteration 119Q: 3 clusters Score -2010572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2010578.750000 Penalty: 3134.595947
	Iteration 120F: 3 clusters Score -2010579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2010581.375000 Penalty: 3134.595947
	Iteration 121Q: 3 clusters Score -2010581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2010584.125000 Penalty: 3134.595947
	Iteration 122Q: 3 clusters Score -2010584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2010592.000000 Penalty: 3134.595947
	Iteration 123Q: 3 clusters Score -2010592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2010595.125000 Penalty: 3134.595947
	Iteration 124Q: 3 clusters Score -2010595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2010592.250000 Penalty: 3134.595947
	Iteration 125Q: 3 clusters Score -2010592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2010594.000000 Penalty: 3134.595947
	Iteration 126Q: 3 clusters Score -2010594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2010596.375000 Penalty: 3134.595947
	Iteration 127Q: 3 clusters Score -2010596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2010594.375000 Penalty: 3134.595947
	Iteration 128Q: 3 clusters Score -2010594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2010593.875000 Penalty: 3134.595947
	Iteration 129Q: 3 clusters Score -2010594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2010593.125000 Penalty: 3134.595947
	Iteration 130Q: 3 clusters Score -2010593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2010596.375000 Penalty: 3134.595947
	Iteration 131Q: 3 clusters Score -2010596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2010598.750000 Penalty: 3134.595947
	Iteration 132Q: 3 clusters Score -2010599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2010604.625000 Penalty: 3134.595947
	Iteration 133Q: 3 clusters Score -2010605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2010608.625000 Penalty: 3134.595947
	Iteration 134Q: 3 clusters Score -2010609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2010611.875000 Penalty: 3134.595947
	Iteration 135Q: 3 clusters Score -2010612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2010614.750000 Penalty: 3134.595947
	Iteration 136Q: 3 clusters Score -2010615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2010615.875000 Penalty: 3134.595947
	Iteration 137Q: 3 clusters Score -2010616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2010620.125000 Penalty: 3134.595947
	Iteration 138Q: 3 clusters Score -2010620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2010618.250000 Penalty: 3134.595947
	Iteration 139Q: 3 clusters Score -2010618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2010623.000000 Penalty: 3134.595947
	Iteration 140F: 3 clusters Score -2010623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2010630.625000 Penalty: 3134.595947
	Iteration 141Q: 3 clusters Score -2010631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2010630.625000 Penalty: 3134.595947
	Iteration 142Q: 3 clusters Score -2010631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2010634.750000 Penalty: 3134.595947
	Iteration 143Q: 3 clusters Score -2010635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2010633.250000 Penalty: 3134.595947
	Iteration 144Q: 3 clusters Score -2010633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2010632.875000 Penalty: 3134.595947
	Iteration 145Q: 3 clusters Score -2010633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2010635.000000 Penalty: 3134.595947
	Iteration 146Q: 3 clusters Score -2010635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2010636.375000 Penalty: 3134.595947
	Iteration 147Q: 3 clusters Score -2010636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2010637.125000 Penalty: 3134.595947
	Iteration 148Q: 3 clusters Score -2010637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2010636.000000 Penalty: 3134.595947
	Iteration 149Q: 3 clusters Score -2010636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2010639.750000 Penalty: 3134.595947
	Iteration 150Q: 3 clusters Score -2010640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2010640.250000 Penalty: 3134.595947
	Iteration 151Q: 3 clusters Score -2010640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2010640.625000 Penalty: 3134.595947
	Iteration 152Q: 3 clusters Score -2010641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2010644.375000 Penalty: 3134.595947
	Iteration 153Q: 3 clusters Score -2010644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2010643.125000 Penalty: 3134.595947
	Iteration 154Q: 3 clusters Score -2010643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2010643.375000 Penalty: 3134.595947
	Iteration 155Q: 3 clusters Score -2010643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2010643.375000 Penalty: 3134.595947
	Iteration 156F: 3 clusters Score -2010643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17933.472656 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -17933.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17176.007812 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -17176.01 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17351.261719 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -17351.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17426.158203 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -17426.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17472.287109 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -17472.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17514.437500 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -17514.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17534.912109 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -17534.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17574.226562 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -17574.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17615.775391 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -17615.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17630.896484 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -17630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17638.951172 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -17638.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17700.312500 Penalty: 1866.476074
	Iteration 10Q: 3 clusters Score -17700.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17720.326172 Penalty: 1866.476074
	Iteration 11Q: 3 clusters Score -17720.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17720.326172 Penalty: 1866.476074
	Iteration 12F: 3 clusters Score -17720.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -33697.359375 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -33697.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32835.113281 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -32835.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33149.527344 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -33149.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33344.757812 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -33344.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33460.882812 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -33460.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33533.816406 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -33533.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33576.464844 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -33576.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33602.621094 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -33602.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33629.804688 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -33629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33636.542969 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -33636.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33651.808594 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -33651.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33653.507812 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -33653.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33657.101562 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -33657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33657.101562 Penalty: 1926.250977
	Iteration 12F: 3 clusters Score -33657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51666.296875 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -51666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50641.949219 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -50641.95 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50744.683594 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -50744.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50783.039062 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -50783.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50801.718750 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -50801.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50804.960938 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -50804.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50809.343750 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -50809.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50809.343750 Penalty: 1961.531494
	Iteration 6F: 3 clusters Score -50809.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -102650.210938 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -102650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101408.515625 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -101408.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101678.554688 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -101678.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101760.468750 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -101760.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101814.187500 Penalty: 2150.656006
	Iteration 3Q: 3 clusters Score -101814.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101854.960938 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -101855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101889.398438 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -101889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101914.132812 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -101914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101923.070312 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -101923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101927.960938 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -101928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101947.039062 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -101947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101976.234375 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -101976.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102001.445312 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -102001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -102022.367188 Penalty: 2150.656006
	Iteration 12Q: 3 clusters Score -102022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102049.093750 Penalty: 2150.656006
	Iteration 13Q: 3 clusters Score -102049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -102069.500000 Penalty: 2150.656006
	Iteration 14Q: 3 clusters Score -102069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102085.695312 Penalty: 2150.656006
	Iteration 15Q: 3 clusters Score -102085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102101.257812 Penalty: 2150.656006
	Iteration 16Q: 3 clusters Score -102101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102110.648438 Penalty: 2150.656006
	Iteration 17Q: 3 clusters Score -102110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102118.257812 Penalty: 2150.656006
	Iteration 18Q: 3 clusters Score -102118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102121.843750 Penalty: 2150.656006
	Iteration 19Q: 3 clusters Score -102121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102123.781250 Penalty: 2150.656006
	Iteration 20F: 3 clusters Score -102123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12695 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 59321 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70692 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 57645 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19238 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 75029 members 
Mstep: Class 30 contains 7329 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 49639 members 
Mstep: Class 38 contains 26717 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964968.000000 Penalty: 102362.921875
Iteration 159Q: 48 clusters Score -8.596497e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 26848 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 13 contains 59247 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 70673 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53579 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 57756 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19142 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 74733 members 
Mstep: Class 30 contains 7241 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49668 members 
Mstep: Class 37 contains 49896 members 
Mstep: Class 38 contains 27297 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15523 members 
Mstep: Class 43 contains 313 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965872.000000 Penalty: 102362.921875
Iteration 160F: 48 clusters Score -8.596587e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12639 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 26834 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 59074 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 69555 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53373 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 57889 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 74270 members 
Mstep: Class 30 contains 7134 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49655 members 
Mstep: Class 37 contains 50085 members 
Mstep: Class 38 contains 28993 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 205 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15571 members 
Mstep: Class 43 contains 313 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966744.000000 Penalty: 102362.921875
Iteration 161Q: 48 clusters Score -8.596674e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12600 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 26828 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 58875 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 68524 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53186 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 58019 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18858 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 73822 members 
Mstep: Class 30 contains 7032 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3520 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49640 members 
Mstep: Class 37 contains 50318 members 
Mstep: Class 38 contains 30692 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 787 members 
Mstep: Class 42 contains 15620 members 
Mstep: Class 43 contains 314 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967264.000000 Penalty: 102362.921875
Iteration 162Q: 48 clusters Score -8.596726e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 26797 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 58659 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 67643 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 53034 members 
Mstep: Class 20 contains 12391 members 
Mstep: Class 21 contains 58171 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18750 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 73267 members 
Mstep: Class 30 contains 6935 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49584 members 
Mstep: Class 37 contains 50520 members 
Mstep: Class 38 contains 32440 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 787 members 
Mstep: Class 42 contains 15659 members 
Mstep: Class 43 contains 313 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967808.000000 Penalty: 102362.921875
Iteration 163Q: 48 clusters Score -8.596781e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 26794 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 58408 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 67025 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52920 members 
Mstep: Class 20 contains 12401 members 
Mstep: Class 21 contains 58342 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18671 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 72509 members 
Mstep: Class 30 contains 6861 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3564 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49535 members 
Mstep: Class 37 contains 50670 members 
Mstep: Class 38 contains 34205 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 212 members 
Mstep: Class 41 contains 787 members 
Mstep: Class 42 contains 15708 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968696.000000 Penalty: 102362.921875
Iteration 164Q: 48 clusters Score -8.59687e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 15457 members 
Mstep: Class 11 contains 26781 members 
Mstep: Class 12 contains 488 members 
Mstep: Class 13 contains 58156 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 66401 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52749 members 
Mstep: Class 20 contains 12403 members 
Mstep: Class 21 contains 58535 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18600 members 
Mstep: Class 25 contains 190 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 71793 members 
Mstep: Class 30 contains 6747 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3577 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49550 members 
Mstep: Class 37 contains 50824 members 
Mstep: Class 38 contains 36068 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 213 members 
Mstep: Class 41 contains 787 members 
Mstep: Class 42 contains 15756 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969144.000000 Penalty: 102362.921875
Iteration 165Q: 48 clusters Score -8.596914e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 26779 members 
Mstep: Class 12 contains 486 members 
Mstep: Class 13 contains 57932 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 65800 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 52580 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 58759 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18538 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 70925 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3584 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49490 members 
Mstep: Class 37 contains 50934 members 
Mstep: Class 38 contains 38176 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 213 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15818 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 65127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969600.000000 Penalty: 102362.921875
Iteration 166Q: 48 clusters Score -8.59696e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 26750 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 57680 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 65184 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52398 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 59004 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 70029 members 
Mstep: Class 30 contains 6513 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3592 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49506 members 
Mstep: Class 37 contains 50973 members 
Mstep: Class 38 contains 40466 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 213 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15881 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 375 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 64690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970072.000000 Penalty: 102362.921875
Iteration 167Q: 48 clusters Score -8.597007e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 26704 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 57378 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 64596 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 52193 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 59208 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18387 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 68992 members 
Mstep: Class 30 contains 6381 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3607 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49520 members 
Mstep: Class 37 contains 51117 members 
Mstep: Class 38 contains 42998 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 212 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 15954 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 64108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971184.000000 Penalty: 102362.921875
Iteration 168Q: 48 clusters Score -8.597118e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12316 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 26661 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 57054 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 63985 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 51984 members 
Mstep: Class 20 contains 12488 members 
Mstep: Class 21 contains 59424 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18323 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 67949 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3615 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49580 members 
Mstep: Class 37 contains 51281 members 
Mstep: Class 38 contains 45664 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 211 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16014 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 63371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972336.000000 Penalty: 102362.921875
Iteration 169Q: 48 clusters Score -8.597234e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12279 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 26634 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 56681 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 63374 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 51739 members 
Mstep: Class 20 contains 12500 members 
Mstep: Class 21 contains 59614 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18285 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 66964 members 
Mstep: Class 30 contains 6131 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3634 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49644 members 
Mstep: Class 37 contains 51486 members 
Mstep: Class 38 contains 48455 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16067 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 62502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973384.000000 Penalty: 102362.921875
Iteration 170Q: 48 clusters Score -8.597338e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 26599 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 56274 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 62785 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 51449 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 59797 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18274 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 65908 members 
Mstep: Class 30 contains 5987 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49703 members 
Mstep: Class 37 contains 51716 members 
Mstep: Class 38 contains 51505 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16126 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 61464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974376.000000 Penalty: 102362.921875
Iteration 171Q: 48 clusters Score -8.597438e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 15366 members 
Mstep: Class 11 contains 26573 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 55908 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 62239 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 12589 members 
Mstep: Class 21 contains 59985 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18202 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 64811 members 
Mstep: Class 30 contains 5860 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3648 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49768 members 
Mstep: Class 37 contains 51925 members 
Mstep: Class 38 contains 54783 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16181 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 60207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974912.000000 Penalty: 102362.921875
Iteration 172Q: 48 clusters Score -8.597491e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 15351 members 
Mstep: Class 11 contains 26537 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 55434 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 61768 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 50865 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 60167 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 63973 members 
Mstep: Class 30 contains 5758 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3657 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49800 members 
Mstep: Class 37 contains 52076 members 
Mstep: Class 38 contains 58075 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16225 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 58818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976248.000000 Penalty: 102362.921875
Iteration 173Q: 48 clusters Score -8.597625e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 26488 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 54881 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 61131 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 50519 members 
Mstep: Class 20 contains 12641 members 
Mstep: Class 21 contains 60362 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18074 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 63626 members 
Mstep: Class 30 contains 5651 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3651 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49836 members 
Mstep: Class 37 contains 52176 members 
Mstep: Class 38 contains 61262 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16254 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 57390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977136.000000 Penalty: 102362.921875
Iteration 174Q: 48 clusters Score -8.597714e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 15339 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 54143 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 59811 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 12663 members 
Mstep: Class 21 contains 60564 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 18008 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 64493 members 
Mstep: Class 30 contains 5537 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3638 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49780 members 
Mstep: Class 37 contains 52211 members 
Mstep: Class 38 contains 64520 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16273 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 55790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977840.000000 Penalty: 102362.921875
Iteration 175Q: 48 clusters Score -8.597784e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 15348 members 
Mstep: Class 11 contains 26407 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 53336 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 58124 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 49597 members 
Mstep: Class 20 contains 12694 members 
Mstep: Class 21 contains 60770 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17933 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 66114 members 
Mstep: Class 30 contains 5421 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49642 members 
Mstep: Class 37 contains 52141 members 
Mstep: Class 38 contains 67631 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16296 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 54242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978008.000000 Penalty: 102362.921875
Iteration 176Q: 48 clusters Score -8.597801e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 15349 members 
Mstep: Class 11 contains 26357 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 52537 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 56820 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 48955 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 60997 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17839 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 68037 members 
Mstep: Class 30 contains 5322 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3653 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49427 members 
Mstep: Class 37 contains 52061 members 
Mstep: Class 38 contains 70117 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16333 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 52815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978560.000000 Penalty: 102362.921875
Iteration 177Q: 48 clusters Score -8.597856e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 26332 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 51734 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 55992 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 48321 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 61218 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17778 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 70304 members 
Mstep: Class 30 contains 5230 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3678 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 49155 members 
Mstep: Class 37 contains 51974 members 
Mstep: Class 38 contains 71638 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 16377 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 51517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978648.000000 Penalty: 102362.921875
Iteration 178Q: 48 clusters Score -8.597865e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 15338 members 
Mstep: Class 11 contains 26297 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 50995 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 55561 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 47697 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 61420 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17741 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 72615 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 48888 members 
Mstep: Class 37 contains 51901 members 
Mstep: Class 38 contains 72433 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16419 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 50395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978752.000000 Penalty: 102362.921875
Iteration 179Q: 48 clusters Score -8.597875e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 26271 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 50326 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 55406 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 47144 members 
Mstep: Class 20 contains 12923 members 
Mstep: Class 21 contains 61605 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17690 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 74838 members 
Mstep: Class 30 contains 5092 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3730 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 48583 members 
Mstep: Class 37 contains 51906 members 
Mstep: Class 38 contains 72645 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16476 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 49447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980304.000000 Penalty: 102362.921875
Iteration 180F: 48 clusters Score -8.59803e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12029 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 15345 members 
Mstep: Class 11 contains 26228 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 49403 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53089 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 46542 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 61761 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17611 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 76835 members 
Mstep: Class 30 contains 5011 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3766 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 48221 members 
Mstep: Class 37 contains 51893 members 
Mstep: Class 38 contains 75602 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16533 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 48642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980088.000000 Penalty: 102362.921875
Iteration 181Q: 48 clusters Score -8.598009e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 26210 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 48525 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 51166 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 45922 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 61909 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17560 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 78789 members 
Mstep: Class 30 contains 4942 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3811 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 47851 members 
Mstep: Class 37 contains 51890 members 
Mstep: Class 38 contains 77973 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16612 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 47964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979408.000000 Penalty: 102362.921875
Iteration 182Q: 48 clusters Score -8.597941e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 26183 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 47717 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 49424 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 45341 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 62070 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17507 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 80703 members 
Mstep: Class 30 contains 4861 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3855 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 47542 members 
Mstep: Class 37 contains 51825 members 
Mstep: Class 38 contains 80029 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16709 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 47329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978448.000000 Penalty: 102362.921875
Iteration 183Q: 48 clusters Score -8.597845e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 26168 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 46967 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 48057 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 44746 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 62252 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17456 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 82398 members 
Mstep: Class 30 contains 4787 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3909 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 47277 members 
Mstep: Class 37 contains 51789 members 
Mstep: Class 38 contains 81641 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16773 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 46828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977688.000000 Penalty: 102362.921875
Iteration 184Q: 48 clusters Score -8.597769e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 26191 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 46349 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 47185 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 44152 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 62478 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17408 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 83530 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 3977 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 47094 members 
Mstep: Class 37 contains 51770 members 
Mstep: Class 38 contains 82855 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16851 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 46468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976712.000000 Penalty: 102362.921875
Iteration 185Q: 48 clusters Score -8.597671e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 15362 members 
Mstep: Class 11 contains 26209 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 45836 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46675 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43557 members 
Mstep: Class 20 contains 13282 members 
Mstep: Class 21 contains 62700 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17394 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84321 members 
Mstep: Class 30 contains 4620 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4029 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46978 members 
Mstep: Class 37 contains 51837 members 
Mstep: Class 38 contains 83706 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16922 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 46219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976128.000000 Penalty: 102362.921875
Iteration 186Q: 48 clusters Score -8.597613e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 26249 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 45426 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46385 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43064 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 21 contains 62886 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17363 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84844 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4097 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46841 members 
Mstep: Class 37 contains 51893 members 
Mstep: Class 38 contains 84376 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 16973 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 46031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975496.000000 Penalty: 102362.921875
Iteration 187Q: 48 clusters Score -8.59755e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 26275 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 45083 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46259 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42739 members 
Mstep: Class 20 contains 13381 members 
Mstep: Class 21 contains 63064 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17355 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 85150 members 
Mstep: Class 30 contains 4541 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4171 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46703 members 
Mstep: Class 37 contains 51908 members 
Mstep: Class 38 contains 84859 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 17025 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975208.000000 Penalty: 102362.921875
Iteration 188Q: 48 clusters Score -8.597521e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 26303 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 44790 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46221 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42579 members 
Mstep: Class 20 contains 13418 members 
Mstep: Class 21 contains 63245 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17382 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 85335 members 
Mstep: Class 30 contains 4534 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46632 members 
Mstep: Class 37 contains 51832 members 
Mstep: Class 38 contains 85150 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 17069 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974696.000000 Penalty: 102362.921875
Iteration 189Q: 48 clusters Score -8.59747e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 26334 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 44524 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46331 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42462 members 
Mstep: Class 20 contains 13436 members 
Mstep: Class 21 contains 63418 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17369 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 85380 members 
Mstep: Class 30 contains 4522 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 4314 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46564 members 
Mstep: Class 37 contains 51729 members 
Mstep: Class 38 contains 85402 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 790 members 
Mstep: Class 42 contains 17118 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974384.000000 Penalty: 102362.921875
Iteration 190Q: 48 clusters Score -8.597438e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 26363 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 44326 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42455 members 
Mstep: Class 20 contains 13453 members 
Mstep: Class 21 contains 63562 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17387 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 85223 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46494 members 
Mstep: Class 37 contains 51637 members 
Mstep: Class 38 contains 85550 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17159 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974192.000000 Penalty: 102362.921875
Iteration 191Q: 48 clusters Score -8.597419e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 26374 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 44153 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 46904 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42487 members 
Mstep: Class 20 contains 13462 members 
Mstep: Class 21 contains 63713 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84990 members 
Mstep: Class 30 contains 4487 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4460 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46436 members 
Mstep: Class 37 contains 51522 members 
Mstep: Class 38 contains 85610 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17195 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974648.000000 Penalty: 102362.921875
Iteration 192Q: 48 clusters Score -8.597465e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 26371 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 43950 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42543 members 
Mstep: Class 20 contains 13468 members 
Mstep: Class 21 contains 63819 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17395 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 84779 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4514 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46401 members 
Mstep: Class 37 contains 51409 members 
Mstep: Class 38 contains 85655 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17228 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975184.000000 Penalty: 102362.921875
Iteration 193Q: 48 clusters Score -8.597518e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 15228 members 
Mstep: Class 11 contains 26367 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 43747 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 47736 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42612 members 
Mstep: Class 20 contains 13498 members 
Mstep: Class 21 contains 63907 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17385 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 84550 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4561 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46382 members 
Mstep: Class 37 contains 51281 members 
Mstep: Class 38 contains 85708 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17244 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975344.000000 Penalty: 102362.921875
Iteration 194Q: 48 clusters Score -8.597534e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 26366 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42692 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 63956 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17384 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84370 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4620 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46371 members 
Mstep: Class 37 contains 51182 members 
Mstep: Class 38 contains 85684 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17267 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 45060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975520.000000 Penalty: 102362.921875
Iteration 195Q: 48 clusters Score -8.597552e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 26362 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 43338 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 48743 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42787 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 21 contains 64022 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17369 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84284 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4669 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46399 members 
Mstep: Class 37 contains 51006 members 
Mstep: Class 38 contains 85575 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17291 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975752.000000 Penalty: 102362.921875
Iteration 196Q: 48 clusters Score -8.597575e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4313 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 15188 members 
Mstep: Class 11 contains 26343 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 43137 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 49191 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 42927 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 64074 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17365 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84214 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4716 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46420 members 
Mstep: Class 37 contains 50829 members 
Mstep: Class 38 contains 85481 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17318 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976184.000000 Penalty: 102362.921875
Iteration 197Q: 48 clusters Score -8.597618e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11680 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 15172 members 
Mstep: Class 11 contains 26330 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42922 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 49644 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43069 members 
Mstep: Class 20 contains 13552 members 
Mstep: Class 21 contains 64123 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17330 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84118 members 
Mstep: Class 30 contains 4386 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46454 members 
Mstep: Class 37 contains 50674 members 
Mstep: Class 38 contains 85384 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17353 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976472.000000 Penalty: 102362.921875
Iteration 198Q: 48 clusters Score -8.597647e+07 nChanged 2494
Entering ConstructFrom: 
Score: -85976472.000000 Penalty: 102362.921875
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.351562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39255.773438 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39255.77 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39554.281250 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39554.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39794.675781 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39794.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39927.218750 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39927.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40046.863281 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -40046.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40064.347656 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -40064.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40072.652344 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40072.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40090.531250 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40090.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40096.648438 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40096.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40122.226562 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40122.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40134.425781 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40134.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40159.589844 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -40159.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40183.644531 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -40183.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40190.691406 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -40190.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40197.906250 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -40197.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40217.015625 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -40217.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40251.933594 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -40251.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40254.707031 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -40254.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40267.582031 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -40267.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40277.554688 Penalty: 1988.381592
	Iteration 19Q: 3 clusters Score -40277.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40277.554688 Penalty: 1988.381592
	Iteration 20F: 3 clusters Score -40277.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84035 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 85308 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 282 members 
Entering Unmasked Estep 
Score: -85975520.000000 Penalty: 104540.851562
Splitting cluster 1 changes total score from -85976472.000000 to -85975520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Entering Unmasked Estep 
Score: -1519873.250000 Penalty: 1521.873657
	Iteration 0F: 2 clusters Score -1519873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1511571.625000 Penalty: 3043.747314
	Iteration 0F: 3 clusters Score -1511572 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1514384.375000 Penalty: 3043.747314
	Iteration 1F: 3 clusters Score -1514384 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1514748.500000 Penalty: 3043.747314
	Iteration 2F: 3 clusters Score -1514748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1515148.625000 Penalty: 3043.747314
	Iteration 3F: 3 clusters Score -1515149 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1515684.125000 Penalty: 3043.747314
	Iteration 4F: 3 clusters Score -1515684 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1516304.750000 Penalty: 3043.747314
	Iteration 5F: 3 clusters Score -1516305 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1516912.000000 Penalty: 3043.747314
	Iteration 6F: 3 clusters Score -1516912 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1517398.375000 Penalty: 3043.747314
	Iteration 7F: 3 clusters Score -1517398 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1517713.250000 Penalty: 3043.747314
	Iteration 8Q: 3 clusters Score -1517713 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1517928.250000 Penalty: 3043.747314
	Iteration 9Q: 3 clusters Score -1517928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1518110.500000 Penalty: 3043.747314
	Iteration 10Q: 3 clusters Score -1518110 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1518259.000000 Penalty: 3043.747314
	Iteration 11Q: 3 clusters Score -1518259 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1518366.875000 Penalty: 3043.747314
	Iteration 12Q: 3 clusters Score -1518367 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1518446.625000 Penalty: 3043.747314
	Iteration 13Q: 3 clusters Score -1518447 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1518505.875000 Penalty: 3043.747314
	Iteration 14Q: 3 clusters Score -1518506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1518535.375000 Penalty: 3043.747314
	Iteration 15Q: 3 clusters Score -1518535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1518564.875000 Penalty: 3043.747314
	Iteration 16Q: 3 clusters Score -1518565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1518587.375000 Penalty: 3043.747314
	Iteration 17Q: 3 clusters Score -1518587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1518615.125000 Penalty: 3043.747314
	Iteration 18Q: 3 clusters Score -1518615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1518629.875000 Penalty: 3043.747314
	Iteration 19Q: 3 clusters Score -1518630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1518651.000000 Penalty: 3043.747314
	Iteration 20F: 3 clusters Score -1518651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1518664.750000 Penalty: 3043.747314
	Iteration 21Q: 3 clusters Score -1518665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1518677.250000 Penalty: 3043.747314
	Iteration 22Q: 3 clusters Score -1518677 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1518689.000000 Penalty: 3043.747314
	Iteration 23Q: 3 clusters Score -1518689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1518696.625000 Penalty: 3043.747314
	Iteration 24Q: 3 clusters Score -1518697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1518711.125000 Penalty: 3043.747314
	Iteration 25Q: 3 clusters Score -1518711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1518720.250000 Penalty: 3043.747314
	Iteration 26Q: 3 clusters Score -1518720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1518723.875000 Penalty: 3043.747314
	Iteration 27Q: 3 clusters Score -1518724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1518728.750000 Penalty: 3043.747314
	Iteration 28Q: 3 clusters Score -1518729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1518732.750000 Penalty: 3043.747314
	Iteration 29Q: 3 clusters Score -1518733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1518731.625000 Penalty: 3043.747314
	Iteration 30Q: 3 clusters Score -1518732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1518738.750000 Penalty: 3043.747314
	Iteration 31Q: 3 clusters Score -1518739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1518741.500000 Penalty: 3043.747314
	Iteration 32Q: 3 clusters Score -1518742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1518740.750000 Penalty: 3043.747314
	Iteration 33Q: 3 clusters Score -1518741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1518744.625000 Penalty: 3043.747314
	Iteration 34Q: 3 clusters Score -1518745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1518745.875000 Penalty: 3043.747314
	Iteration 35Q: 3 clusters Score -1518746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1518744.875000 Penalty: 3043.747314
	Iteration 36Q: 3 clusters Score -1518745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1518747.875000 Penalty: 3043.747314
	Iteration 37Q: 3 clusters Score -1518748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1518752.375000 Penalty: 3043.747314
	Iteration 38Q: 3 clusters Score -1518752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1518753.250000 Penalty: 3043.747314
	Iteration 39Q: 3 clusters Score -1518753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1518751.625000 Penalty: 3043.747314
	Iteration 40F: 3 clusters Score -1518752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1518758.375000 Penalty: 3043.747314
	Iteration 41Q: 3 clusters Score -1518758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1518760.250000 Penalty: 3043.747314
	Iteration 42Q: 3 clusters Score -1518760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1518761.250000 Penalty: 3043.747314
	Iteration 43Q: 3 clusters Score -1518761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1518761.250000 Penalty: 3043.747314
	Iteration 44Q: 3 clusters Score -1518761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1518765.500000 Penalty: 3043.747314
	Iteration 45Q: 3 clusters Score -1518766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1518766.125000 Penalty: 3043.747314
	Iteration 46Q: 3 clusters Score -1518766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1518762.250000 Penalty: 3043.747314
	Iteration 47Q: 3 clusters Score -1518762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1518763.375000 Penalty: 3043.747314
	Iteration 48Q: 3 clusters Score -1518763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1518765.375000 Penalty: 3043.747314
	Iteration 49Q: 3 clusters Score -1518765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1518767.750000 Penalty: 3043.747314
	Iteration 50Q: 3 clusters Score -1518768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1518766.500000 Penalty: 3043.747314
	Iteration 51Q: 3 clusters Score -1518766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1518768.000000 Penalty: 3043.747314
	Iteration 52Q: 3 clusters Score -1518768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1518768.250000 Penalty: 3043.747314
	Iteration 53Q: 3 clusters Score -1518768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1518771.000000 Penalty: 3043.747314
	Iteration 54Q: 3 clusters Score -1518771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1518771.625000 Penalty: 3043.747314
	Iteration 55Q: 3 clusters Score -1518772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1518771.750000 Penalty: 3043.747314
	Iteration 56Q: 3 clusters Score -1518772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1518773.000000 Penalty: 3043.747314
	Iteration 57Q: 3 clusters Score -1518773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1518773.375000 Penalty: 3043.747314
	Iteration 58Q: 3 clusters Score -1518773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1518773.375000 Penalty: 3043.747314
	Iteration 59Q: 3 clusters Score -1518773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1518773.500000 Penalty: 3043.747314
	Iteration 60F: 3 clusters Score -1518774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1518773.500000 Penalty: 3043.747314
	Iteration 61Q: 3 clusters Score -1518774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1518774.000000 Penalty: 3043.747314
	Iteration 62Q: 3 clusters Score -1518774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1518771.625000 Penalty: 3043.747314
	Iteration 63Q: 3 clusters Score -1518772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1518772.875000 Penalty: 3043.747314
	Iteration 64Q: 3 clusters Score -1518773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1518772.125000 Penalty: 3043.747314
	Iteration 65Q: 3 clusters Score -1518772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1518774.500000 Penalty: 3043.747314
	Iteration 66Q: 3 clusters Score -1518774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1518776.250000 Penalty: 3043.747314
	Iteration 67Q: 3 clusters Score -1518776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1518776.000000 Penalty: 3043.747314
	Iteration 68Q: 3 clusters Score -1518776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1518773.500000 Penalty: 3043.747314
	Iteration 69Q: 3 clusters Score -1518774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1518775.875000 Penalty: 3043.747314
	Iteration 70Q: 3 clusters Score -1518776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1518777.125000 Penalty: 3043.747314
	Iteration 71Q: 3 clusters Score -1518777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1518778.000000 Penalty: 3043.747314
	Iteration 72Q: 3 clusters Score -1518778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1518775.500000 Penalty: 3043.747314
	Iteration 73Q: 3 clusters Score -1518776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1518774.000000 Penalty: 3043.747314
	Iteration 74Q: 3 clusters Score -1518774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1518776.875000 Penalty: 3043.747314
	Iteration 75Q: 3 clusters Score -1518777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1518775.375000 Penalty: 3043.747314
	Iteration 76Q: 3 clusters Score -1518775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1518778.625000 Penalty: 3043.747314
	Iteration 77Q: 3 clusters Score -1518779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1518777.250000 Penalty: 3043.747314
	Iteration 78Q: 3 clusters Score -1518777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1518777.500000 Penalty: 3043.747314
	Iteration 79Q: 3 clusters Score -1518778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1518779.500000 Penalty: 3043.747314
	Iteration 80F: 3 clusters Score -1518780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1518776.000000 Penalty: 3043.747314
	Iteration 81Q: 3 clusters Score -1518776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1518779.500000 Penalty: 3043.747314
	Iteration 82Q: 3 clusters Score -1518780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1518780.375000 Penalty: 3043.747314
	Iteration 83Q: 3 clusters Score -1518780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1518780.375000 Penalty: 3043.747314
	Iteration 84F: 3 clusters Score -1518780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -137516.937500 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -137516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136009.093750 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -136009.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136279.234375 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -136279.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136366.046875 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -136366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136443.234375 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -136443.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136519.562500 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -136519.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136592.671875 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -136592.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -136655.515625 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -136655.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136685.453125 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -136685.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136705.593750 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -136705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136728.812500 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -136728.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136741.234375 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -136741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136754.281250 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -136754.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -136760.828125 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -136760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -136763.406250 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -136763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -136764.015625 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -136764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -136764.015625 Penalty: 2279.230225
	Iteration 15F: 3 clusters Score -136764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -56447.269531 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -56447.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55427.515625 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -55427.52 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55616.046875 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -55616.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55779.957031 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -55779.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55904.871094 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -55904.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56039.843750 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -56039.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56105.468750 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -56105.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56142.667969 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -56142.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56177.113281 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -56177.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56189.574219 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -56189.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56194.804688 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -56194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56212.636719 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -56212.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56215.441406 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -56215.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56220.015625 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -56220.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56226.429688 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -56226.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56227.621094 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -56227.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56227.621094 Penalty: 2014.505615
	Iteration 15F: 3 clusters Score -56227.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44208.691406 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44208.69 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44562.730469 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44562.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44722.636719 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44722.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44816.250000 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -44816.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44873.078125 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44873.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44891.726562 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44891.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44917.136719 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44917.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44929.371094 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44929.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44932.093750 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44932.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44932.093750 Penalty: 1939.829956
	Iteration 9F: 3 clusters Score -44932.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -539607.000000 Penalty: 1359.799561
	Iteration 0F: 2 clusters Score -539607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -536013.437500 Penalty: 2719.599121
	Iteration 0F: 3 clusters Score -536013.4 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -537097.937500 Penalty: 2719.599121
	Iteration 1F: 3 clusters Score -537097.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -537419.187500 Penalty: 2719.599121
	Iteration 2F: 3 clusters Score -537419.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -537679.937500 Penalty: 2719.599121
	Iteration 3F: 3 clusters Score -537679.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -537952.437500 Penalty: 2719.599121
	Iteration 4F: 3 clusters Score -537952.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -538173.875000 Penalty: 2719.599121
	Iteration 5F: 3 clusters Score -538173.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -538377.250000 Penalty: 2719.599121
	Iteration 6Q: 3 clusters Score -538377.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -538593.750000 Penalty: 2719.599121
	Iteration 7Q: 3 clusters Score -538593.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -538794.125000 Penalty: 2719.599121
	Iteration 8Q: 3 clusters Score -538794.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -538949.937500 Penalty: 2719.599121
	Iteration 9Q: 3 clusters Score -538949.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -539028.187500 Penalty: 2719.599121
	Iteration 10Q: 3 clusters Score -539028.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -539075.437500 Penalty: 2719.599121
	Iteration 11Q: 3 clusters Score -539075.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -539103.125000 Penalty: 2719.599121
	Iteration 12Q: 3 clusters Score -539103.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -539116.625000 Penalty: 2719.599121
	Iteration 13Q: 3 clusters Score -539116.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -539124.750000 Penalty: 2719.599121
	Iteration 14Q: 3 clusters Score -539124.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -539130.750000 Penalty: 2719.599121
	Iteration 15Q: 3 clusters Score -539130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -539137.875000 Penalty: 2719.599121
	Iteration 16Q: 3 clusters Score -539137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -539144.187500 Penalty: 2719.599121
	Iteration 17Q: 3 clusters Score -539144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -539153.937500 Penalty: 2719.599121
	Iteration 18Q: 3 clusters Score -539153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -539156.875000 Penalty: 2719.599121
	Iteration 19Q: 3 clusters Score -539156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -539160.500000 Penalty: 2719.599121
	Iteration 20F: 3 clusters Score -539160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -539162.312500 Penalty: 2719.599121
	Iteration 21Q: 3 clusters Score -539162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -539163.562500 Penalty: 2719.599121
	Iteration 22Q: 3 clusters Score -539163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -539163.375000 Penalty: 2719.599121
	Iteration 23Q: 3 clusters Score -539163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -539163.687500 Penalty: 2719.599121
	Iteration 24Q: 3 clusters Score -539163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -539165.437500 Penalty: 2719.599121
	Iteration 25Q: 3 clusters Score -539165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -539167.562500 Penalty: 2719.599121
	Iteration 26Q: 3 clusters Score -539167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -539168.250000 Penalty: 2719.599121
	Iteration 27Q: 3 clusters Score -539168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -539169.250000 Penalty: 2719.599121
	Iteration 28Q: 3 clusters Score -539169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -539171.000000 Penalty: 2719.599121
	Iteration 29Q: 3 clusters Score -539171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -539171.125000 Penalty: 2719.599121
	Iteration 30Q: 3 clusters Score -539171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -539171.750000 Penalty: 2719.599121
	Iteration 31Q: 3 clusters Score -539171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -539172.937500 Penalty: 2719.599121
	Iteration 32Q: 3 clusters Score -539172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -539177.500000 Penalty: 2719.599121
	Iteration 33Q: 3 clusters Score -539177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -539185.312500 Penalty: 2719.599121
	Iteration 34Q: 3 clusters Score -539185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -539192.250000 Penalty: 2719.599121
	Iteration 35Q: 3 clusters Score -539192.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -539203.250000 Penalty: 2719.599121
	Iteration 36Q: 3 clusters Score -539203.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -539215.437500 Penalty: 2719.599121
	Iteration 37Q: 3 clusters Score -539215.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -539227.312500 Penalty: 2719.599121
	Iteration 38Q: 3 clusters Score -539227.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -539240.437500 Penalty: 2719.599121
	Iteration 39Q: 3 clusters Score -539240.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -539251.500000 Penalty: 2719.599121
	Iteration 40F: 3 clusters Score -539251.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -539261.250000 Penalty: 2719.599121
	Iteration 41Q: 3 clusters Score -539261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -539265.312500 Penalty: 2719.599121
	Iteration 42Q: 3 clusters Score -539265.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -539271.250000 Penalty: 2719.599121
	Iteration 43Q: 3 clusters Score -539271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -539277.687500 Penalty: 2719.599121
	Iteration 44Q: 3 clusters Score -539277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -539282.187500 Penalty: 2719.599121
	Iteration 45Q: 3 clusters Score -539282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -539286.250000 Penalty: 2719.599121
	Iteration 46Q: 3 clusters Score -539286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -539290.375000 Penalty: 2719.599121
	Iteration 47Q: 3 clusters Score -539290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -539294.687500 Penalty: 2719.599121
	Iteration 48Q: 3 clusters Score -539294.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -539303.062500 Penalty: 2719.599121
	Iteration 49Q: 3 clusters Score -539303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -539310.750000 Penalty: 2719.599121
	Iteration 50Q: 3 clusters Score -539310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -539321.250000 Penalty: 2719.599121
	Iteration 51Q: 3 clusters Score -539321.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -539329.625000 Penalty: 2719.599121
	Iteration 52Q: 3 clusters Score -539329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -539339.500000 Penalty: 2719.599121
	Iteration 53Q: 3 clusters Score -539339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -539352.125000 Penalty: 2719.599121
	Iteration 54Q: 3 clusters Score -539352.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -539362.500000 Penalty: 2719.599121
	Iteration 55Q: 3 clusters Score -539362.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -539375.062500 Penalty: 2719.599121
	Iteration 56Q: 3 clusters Score -539375.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -539381.062500 Penalty: 2719.599121
	Iteration 57Q: 3 clusters Score -539381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -539390.062500 Penalty: 2719.599121
	Iteration 58Q: 3 clusters Score -539390.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -539395.750000 Penalty: 2719.599121
	Iteration 59Q: 3 clusters Score -539395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -539406.125000 Penalty: 2719.599121
	Iteration 60F: 3 clusters Score -539406.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -539410.812500 Penalty: 2719.599121
	Iteration 61Q: 3 clusters Score -539410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -539414.437500 Penalty: 2719.599121
	Iteration 62Q: 3 clusters Score -539414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -539416.562500 Penalty: 2719.599121
	Iteration 63Q: 3 clusters Score -539416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -539416.562500 Penalty: 2719.599121
	Iteration 64F: 3 clusters Score -539416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -20087.292969 Penalty: 951.449219
	Iteration 0F: 2 clusters Score -20087.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19219.964844 Penalty: 1902.898438
	Iteration 0F: 3 clusters Score -19219.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19489.433594 Penalty: 1902.898438
	Iteration 1F: 3 clusters Score -19489.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19643.605469 Penalty: 1902.898438
	Iteration 2F: 3 clusters Score -19643.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19727.414062 Penalty: 1902.898438
	Iteration 3Q: 3 clusters Score -19727.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19794.771484 Penalty: 1902.898438
	Iteration 4Q: 3 clusters Score -19794.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19861.074219 Penalty: 1902.898438
	Iteration 5Q: 3 clusters Score -19861.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19879.179688 Penalty: 1902.898438
	Iteration 6Q: 3 clusters Score -19879.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19889.589844 Penalty: 1902.898438
	Iteration 7Q: 3 clusters Score -19889.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19924.484375 Penalty: 1902.898438
	Iteration 8Q: 3 clusters Score -19924.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20016.501953 Penalty: 1902.898438
	Iteration 9Q: 3 clusters Score -20016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20061.800781 Penalty: 1902.898438
	Iteration 10Q: 3 clusters Score -20061.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20124.169922 Penalty: 1902.898438
	Iteration 11Q: 3 clusters Score -20124.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20187.341797 Penalty: 1902.898438
	Iteration 12Q: 3 clusters Score -20187.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20238.242188 Penalty: 1902.898438
	Iteration 13Q: 3 clusters Score -20238.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20287.603516 Penalty: 1902.898438
	Iteration 14Q: 3 clusters Score -20287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20332.554688 Penalty: 1902.898438
	Iteration 15Q: 3 clusters Score -20332.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20361.699219 Penalty: 1902.898438
	Iteration 16Q: 3 clusters Score -20361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20368.419922 Penalty: 1902.898438
	Iteration 17Q: 3 clusters Score -20368.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20372.013672 Penalty: 1902.898438
	Iteration 18Q: 3 clusters Score -20372.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20410.501953 Penalty: 1902.898438
	Iteration 19Q: 3 clusters Score -20410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20423.517578 Penalty: 1902.898438
	Iteration 20F: 3 clusters Score -20423.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 128 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84035 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 85308 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 221 members 
Entering Unmasked Estep 
Score: -85975592.000000 Penalty: 104540.851562
Splitting cluster 7 changes total score from -85976472.000000 to -85975592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69780.195312 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69780.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69892.007812 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69892.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69945.960938 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -69945.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69964.851562 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -69964.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70002.429688 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70002.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70020.078125 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70020.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70037.976562 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70037.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70057.968750 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70057.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70087.218750 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70087.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70098.929688 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70098.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70110.304688 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70121.054688 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70121.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70124.554688 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -70124.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70128.351562 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -70128.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70131.343750 Penalty: 1938.163208
	Iteration 14Q: 3 clusters Score -70131.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70136.234375 Penalty: 1938.163208
	Iteration 15Q: 3 clusters Score -70136.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70169.046875 Penalty: 1938.163208
	Iteration 16Q: 3 clusters Score -70169.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70201.367188 Penalty: 1938.163208
	Iteration 17Q: 3 clusters Score -70201.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70213.656250 Penalty: 1938.163208
	Iteration 18Q: 3 clusters Score -70213.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70222.226562 Penalty: 1938.163208
	Iteration 19Q: 3 clusters Score -70222.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70225.296875 Penalty: 1938.163208
	Iteration 20F: 3 clusters Score -70225.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -57902.753906 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -57902.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56831.460938 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -56831.46 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57050.515625 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -57050.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57115.582031 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -57115.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57171.093750 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -57171.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57238.644531 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -57238.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57306.718750 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -57306.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57348.335938 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -57348.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57395.429688 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -57395.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57429.058594 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -57429.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57461.664062 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -57461.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57493.394531 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -57493.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57517.609375 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -57517.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57537.636719 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -57537.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57564.164062 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -57564.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57596.710938 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -57596.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57626.597656 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -57626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57657.210938 Penalty: 2033.741943
	Iteration 16Q: 3 clusters Score -57657.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57675.664062 Penalty: 2033.741943
	Iteration 17Q: 3 clusters Score -57675.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57688.285156 Penalty: 2033.741943
	Iteration 18Q: 3 clusters Score -57688.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57700.890625 Penalty: 2033.741943
	Iteration 19Q: 3 clusters Score -57700.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57710.281250 Penalty: 2033.741943
	Iteration 20F: 3 clusters Score -57710.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57716.367188 Penalty: 2033.741943
	Iteration 21Q: 3 clusters Score -57716.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57716.367188 Penalty: 2033.741943
	Iteration 22F: 3 clusters Score -57716.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1942796.875000 Penalty: 1564.196045
	Iteration 0F: 2 clusters Score -1942797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1932434.125000 Penalty: 3128.392090
	Iteration 0F: 3 clusters Score -1932434 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1936237.000000 Penalty: 3128.392090
	Iteration 1F: 3 clusters Score -1936237 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1936800.500000 Penalty: 3128.392090
	Iteration 2F: 3 clusters Score -1936800 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1937395.000000 Penalty: 3128.392090
	Iteration 3F: 3 clusters Score -1937395 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1938159.875000 Penalty: 3128.392090
	Iteration 4F: 3 clusters Score -1938160 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1938961.625000 Penalty: 3128.392090
	Iteration 5F: 3 clusters Score -1938962 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1939724.625000 Penalty: 3128.392090
	Iteration 6F: 3 clusters Score -1939725 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1940350.125000 Penalty: 3128.392090
	Iteration 7F: 3 clusters Score -1940350 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1940746.500000 Penalty: 3128.392090
	Iteration 8Q: 3 clusters Score -1940746 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1941051.875000 Penalty: 3128.392090
	Iteration 9Q: 3 clusters Score -1941052 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1941284.000000 Penalty: 3128.392090
	Iteration 10Q: 3 clusters Score -1941284 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1941450.250000 Penalty: 3128.392090
	Iteration 11Q: 3 clusters Score -1941450 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1941588.500000 Penalty: 3128.392090
	Iteration 12Q: 3 clusters Score -1941588 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1941704.625000 Penalty: 3128.392090
	Iteration 13Q: 3 clusters Score -1941705 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1941811.500000 Penalty: 3128.392090
	Iteration 14Q: 3 clusters Score -1941812 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1941904.500000 Penalty: 3128.392090
	Iteration 15Q: 3 clusters Score -1941904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1942003.875000 Penalty: 3128.392090
	Iteration 16Q: 3 clusters Score -1942004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1942090.375000 Penalty: 3128.392090
	Iteration 17Q: 3 clusters Score -1942090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1942162.375000 Penalty: 3128.392090
	Iteration 18Q: 3 clusters Score -1942162 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1942226.250000 Penalty: 3128.392090
	Iteration 19Q: 3 clusters Score -1942226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1942286.750000 Penalty: 3128.392090
	Iteration 20F: 3 clusters Score -1942287 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1942331.500000 Penalty: 3128.392090
	Iteration 21Q: 3 clusters Score -1942332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1942370.375000 Penalty: 3128.392090
	Iteration 22Q: 3 clusters Score -1942370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1942412.375000 Penalty: 3128.392090
	Iteration 23Q: 3 clusters Score -1942412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1942468.750000 Penalty: 3128.392090
	Iteration 24Q: 3 clusters Score -1942469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1942550.625000 Penalty: 3128.392090
	Iteration 25Q: 3 clusters Score -1942551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1942635.125000 Penalty: 3128.392090
	Iteration 26Q: 3 clusters Score -1942635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1942695.875000 Penalty: 3128.392090
	Iteration 27Q: 3 clusters Score -1942696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1942733.500000 Penalty: 3128.392090
	Iteration 28Q: 3 clusters Score -1942734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1942756.125000 Penalty: 3128.392090
	Iteration 29Q: 3 clusters Score -1942756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1942766.250000 Penalty: 3128.392090
	Iteration 30Q: 3 clusters Score -1942766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1942766.250000 Penalty: 3128.392090
	Iteration 31Q: 3 clusters Score -1942766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1942770.875000 Penalty: 3128.392090
	Iteration 32Q: 3 clusters Score -1942771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1942771.125000 Penalty: 3128.392090
	Iteration 33Q: 3 clusters Score -1942771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1942767.875000 Penalty: 3128.392090
	Iteration 34Q: 3 clusters Score -1942768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1942769.875000 Penalty: 3128.392090
	Iteration 35Q: 3 clusters Score -1942770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1942770.250000 Penalty: 3128.392090
	Iteration 36Q: 3 clusters Score -1942770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1942771.125000 Penalty: 3128.392090
	Iteration 37Q: 3 clusters Score -1942771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1942773.750000 Penalty: 3128.392090
	Iteration 38Q: 3 clusters Score -1942774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1942771.625000 Penalty: 3128.392090
	Iteration 39Q: 3 clusters Score -1942772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1942772.500000 Penalty: 3128.392090
	Iteration 40F: 3 clusters Score -1942772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1942772.500000 Penalty: 3128.392090
	Iteration 41Q: 3 clusters Score -1942772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1942775.625000 Penalty: 3128.392090
	Iteration 42Q: 3 clusters Score -1942776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1942775.625000 Penalty: 3128.392090
	Iteration 43F: 3 clusters Score -1942776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Entering Unmasked Estep 
Score: -3456218.250000 Penalty: 1653.944946
	Iteration 0F: 2 clusters Score -3456218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3438244.750000 Penalty: 3307.889893
	Iteration 0F: 3 clusters Score -3438245 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3444854.500000 Penalty: 3307.889893
	Iteration 1F: 3 clusters Score -3444854 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3445237.500000 Penalty: 3307.889893
	Iteration 2Q: 3 clusters Score -3445238 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3445573.250000 Penalty: 3307.889893
	Iteration 3Q: 3 clusters Score -3445573 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3445966.250000 Penalty: 3307.889893
	Iteration 4Q: 3 clusters Score -3445966 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3446522.750000 Penalty: 3307.889893
	Iteration 5Q: 3 clusters Score -3446523 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3447229.500000 Penalty: 3307.889893
	Iteration 6Q: 3 clusters Score -3447230 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3448183.000000 Penalty: 3307.889893
	Iteration 7F: 3 clusters Score -3448183 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3449458.250000 Penalty: 3307.889893
	Iteration 8F: 3 clusters Score -3449458 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3450905.250000 Penalty: 3307.889893
	Iteration 9F: 3 clusters Score -3450905 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3452153.250000 Penalty: 3307.889893
	Iteration 10F: 3 clusters Score -3452153 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3453149.750000 Penalty: 3307.889893
	Iteration 11Q: 3 clusters Score -3453150 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3453798.000000 Penalty: 3307.889893
	Iteration 12Q: 3 clusters Score -3453798 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3454198.500000 Penalty: 3307.889893
	Iteration 13Q: 3 clusters Score -3454198 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3454447.750000 Penalty: 3307.889893
	Iteration 14Q: 3 clusters Score -3454448 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3454639.000000 Penalty: 3307.889893
	Iteration 15Q: 3 clusters Score -3454639 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3454754.750000 Penalty: 3307.889893
	Iteration 16Q: 3 clusters Score -3454755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3454833.500000 Penalty: 3307.889893
	Iteration 17Q: 3 clusters Score -3454834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3454885.500000 Penalty: 3307.889893
	Iteration 18Q: 3 clusters Score -3454886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3454918.500000 Penalty: 3307.889893
	Iteration 19Q: 3 clusters Score -3454918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3454939.750000 Penalty: 3307.889893
	Iteration 20F: 3 clusters Score -3454940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3454954.000000 Penalty: 3307.889893
	Iteration 21Q: 3 clusters Score -3454954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3454965.250000 Penalty: 3307.889893
	Iteration 22Q: 3 clusters Score -3454965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3454978.000000 Penalty: 3307.889893
	Iteration 23Q: 3 clusters Score -3454978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3454986.000000 Penalty: 3307.889893
	Iteration 24Q: 3 clusters Score -3454986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3454993.500000 Penalty: 3307.889893
	Iteration 25Q: 3 clusters Score -3454994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3454998.750000 Penalty: 3307.889893
	Iteration 26Q: 3 clusters Score -3454999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3455000.250000 Penalty: 3307.889893
	Iteration 27Q: 3 clusters Score -3455000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3455005.500000 Penalty: 3307.889893
	Iteration 28Q: 3 clusters Score -3455006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3455002.000000 Penalty: 3307.889893
	Iteration 29Q: 3 clusters Score -3455002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3455005.250000 Penalty: 3307.889893
	Iteration 30Q: 3 clusters Score -3455005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3455007.000000 Penalty: 3307.889893
	Iteration 31Q: 3 clusters Score -3455007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3455005.500000 Penalty: 3307.889893
	Iteration 32Q: 3 clusters Score -3455006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3455005.000000 Penalty: 3307.889893
	Iteration 33Q: 3 clusters Score -3455005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3455006.500000 Penalty: 3307.889893
	Iteration 34Q: 3 clusters Score -3455006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3455006.250000 Penalty: 3307.889893
	Iteration 35Q: 3 clusters Score -3455006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3455006.000000 Penalty: 3307.889893
	Iteration 36Q: 3 clusters Score -3455006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3455006.000000 Penalty: 3307.889893
	Iteration 37F: 3 clusters Score -3455006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35797.519531 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35797.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34809.570312 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34809.57 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35169.386719 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -35169.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35361.464844 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -35361.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35474.289062 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -35474.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35528.875000 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -35528.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35559.464844 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -35559.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35594.410156 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -35594.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35606.875000 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -35606.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35610.058594 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -35610.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35618.457031 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -35618.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35618.457031 Penalty: 2005.802612
	Iteration 10F: 3 clusters Score -35618.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Entering Unmasked Estep 
Score: -5680912.500000 Penalty: 1732.559937
	Iteration 0F: 2 clusters Score -5680912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5652264.000000 Penalty: 3465.119873
	Iteration 0F: 3 clusters Score -5652264 nChanged 19846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5663400.000000 Penalty: 3465.119873
	Iteration 1F: 3 clusters Score -5663400 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5663826.000000 Penalty: 3465.119873
	Iteration 2Q: 3 clusters Score -5663826 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5664252.500000 Penalty: 3465.119873
	Iteration 3Q: 3 clusters Score -5664252 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5664695.500000 Penalty: 3465.119873
	Iteration 4Q: 3 clusters Score -5664696 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5665114.500000 Penalty: 3465.119873
	Iteration 5Q: 3 clusters Score -5665114 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5665665.000000 Penalty: 3465.119873
	Iteration 6Q: 3 clusters Score -5665665 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5666274.500000 Penalty: 3465.119873
	Iteration 7Q: 3 clusters Score -5666274 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5667171.500000 Penalty: 3465.119873
	Iteration 8Q: 3 clusters Score -5667172 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5668387.000000 Penalty: 3465.119873
	Iteration 9Q: 3 clusters Score -5668387 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -5669893.000000 Penalty: 3465.119873
	Iteration 10F: 3 clusters Score -5669893 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5671780.500000 Penalty: 3465.119873
	Iteration 11F: 3 clusters Score -5671780 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5673389.000000 Penalty: 3465.119873
	Iteration 12Q: 3 clusters Score -5673389 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5674460.000000 Penalty: 3465.119873
	Iteration 13Q: 3 clusters Score -5674460 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5675026.500000 Penalty: 3465.119873
	Iteration 14Q: 3 clusters Score -5675026 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5675418.500000 Penalty: 3465.119873
	Iteration 15Q: 3 clusters Score -5675418 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -5675711.500000 Penalty: 3465.119873
	Iteration 16Q: 3 clusters Score -5675712 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5675961.500000 Penalty: 3465.119873
	Iteration 17Q: 3 clusters Score -5675962 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -5676191.000000 Penalty: 3465.119873
	Iteration 18Q: 3 clusters Score -5676191 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5676402.000000 Penalty: 3465.119873
	Iteration 19Q: 3 clusters Score -5676402 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5676602.500000 Penalty: 3465.119873
	Iteration 20F: 3 clusters Score -5676602 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5676796.500000 Penalty: 3465.119873
	Iteration 21Q: 3 clusters Score -5676796 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -5676985.500000 Penalty: 3465.119873
	Iteration 22Q: 3 clusters Score -5676986 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5677174.500000 Penalty: 3465.119873
	Iteration 23Q: 3 clusters Score -5677174 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5677396.000000 Penalty: 3465.119873
	Iteration 24Q: 3 clusters Score -5677396 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5677610.000000 Penalty: 3465.119873
	Iteration 25Q: 3 clusters Score -5677610 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5677773.500000 Penalty: 3465.119873
	Iteration 26Q: 3 clusters Score -5677774 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5677979.500000 Penalty: 3465.119873
	Iteration 27Q: 3 clusters Score -5677980 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5678186.000000 Penalty: 3465.119873
	Iteration 28Q: 3 clusters Score -5678186 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5678353.500000 Penalty: 3465.119873
	Iteration 29Q: 3 clusters Score -5678354 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5678532.000000 Penalty: 3465.119873
	Iteration 30Q: 3 clusters Score -5678532 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5678681.500000 Penalty: 3465.119873
	Iteration 31Q: 3 clusters Score -5678682 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -5678808.500000 Penalty: 3465.119873
	Iteration 32Q: 3 clusters Score -5678808 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5678923.500000 Penalty: 3465.119873
	Iteration 33Q: 3 clusters Score -5678924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5679010.000000 Penalty: 3465.119873
	Iteration 34Q: 3 clusters Score -5679010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5679077.000000 Penalty: 3465.119873
	Iteration 35Q: 3 clusters Score -5679077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5679144.500000 Penalty: 3465.119873
	Iteration 36Q: 3 clusters Score -5679144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5679204.500000 Penalty: 3465.119873
	Iteration 37Q: 3 clusters Score -5679204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5679231.500000 Penalty: 3465.119873
	Iteration 38Q: 3 clusters Score -5679232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5679246.500000 Penalty: 3465.119873
	Iteration 39Q: 3 clusters Score -5679246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5679284.500000 Penalty: 3465.119873
	Iteration 40F: 3 clusters Score -5679284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5679306.500000 Penalty: 3465.119873
	Iteration 41Q: 3 clusters Score -5679306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5679320.000000 Penalty: 3465.119873
	Iteration 42Q: 3 clusters Score -5679320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5679328.000000 Penalty: 3465.119873
	Iteration 43Q: 3 clusters Score -5679328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5679337.000000 Penalty: 3465.119873
	Iteration 44Q: 3 clusters Score -5679337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -5679352.000000 Penalty: 3465.119873
	Iteration 45Q: 3 clusters Score -5679352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -5679356.500000 Penalty: 3465.119873
	Iteration 46Q: 3 clusters Score -5679356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5679368.000000 Penalty: 3465.119873
	Iteration 47Q: 3 clusters Score -5679368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5679367.000000 Penalty: 3465.119873
	Iteration 48Q: 3 clusters Score -5679367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5679381.500000 Penalty: 3465.119873
	Iteration 49Q: 3 clusters Score -5679382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5679388.000000 Penalty: 3465.119873
	Iteration 50Q: 3 clusters Score -5679388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5679385.000000 Penalty: 3465.119873
	Iteration 51Q: 3 clusters Score -5679385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5679382.500000 Penalty: 3465.119873
	Iteration 52Q: 3 clusters Score -5679382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5679387.000000 Penalty: 3465.119873
	Iteration 53Q: 3 clusters Score -5679387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -5679386.000000 Penalty: 3465.119873
	Iteration 54Q: 3 clusters Score -5679386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5679387.500000 Penalty: 3465.119873
	Iteration 55Q: 3 clusters Score -5679388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5679390.500000 Penalty: 3465.119873
	Iteration 56Q: 3 clusters Score -5679390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -5679388.500000 Penalty: 3465.119873
	Iteration 57Q: 3 clusters Score -5679388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5679391.500000 Penalty: 3465.119873
	Iteration 58Q: 3 clusters Score -5679392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5679392.500000 Penalty: 3465.119873
	Iteration 59Q: 3 clusters Score -5679392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5679402.000000 Penalty: 3465.119873
	Iteration 60F: 3 clusters Score -5679402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5679400.000000 Penalty: 3465.119873
	Iteration 61Q: 3 clusters Score -5679400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5679401.000000 Penalty: 3465.119873
	Iteration 62Q: 3 clusters Score -5679401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5679397.500000 Penalty: 3465.119873
	Iteration 63Q: 3 clusters Score -5679398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5679399.500000 Penalty: 3465.119873
	Iteration 64Q: 3 clusters Score -5679400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5679399.500000 Penalty: 3465.119873
	Iteration 65Q: 3 clusters Score -5679400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5679399.500000 Penalty: 3465.119873
	Iteration 66F: 3 clusters Score -5679400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46745.832031 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -46745.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45832.082031 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -45832.08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46106.093750 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -46106.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46285.804688 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -46285.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46442.843750 Penalty: 1998.945923
	Iteration 3F: 3 clusters Score -46442.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46512.046875 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -46512.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46590.355469 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -46590.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46619.394531 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -46619.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46621.312500 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -46621.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46622.468750 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -46622.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46622.468750 Penalty: 1998.945923
	Iteration 9F: 3 clusters Score -46622.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Entering Unmasked Estep 
Score: -6690861.000000 Penalty: 1758.451050
	Iteration 0F: 2 clusters Score -6690861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -6657566.000000 Penalty: 3516.902100
	Iteration 0F: 3 clusters Score -6657566 nChanged 23407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6670762.500000 Penalty: 3516.902100
	Iteration 1F: 3 clusters Score -6670762 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6671327.500000 Penalty: 3516.902100
	Iteration 2Q: 3 clusters Score -6671328 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6672076.500000 Penalty: 3516.902100
	Iteration 3Q: 3 clusters Score -6672076 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -6673171.500000 Penalty: 3516.902100
	Iteration 4Q: 3 clusters Score -6673172 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -6675122.000000 Penalty: 3516.902100
	Iteration 5F: 3 clusters Score -6675122 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -6678226.500000 Penalty: 3516.902100
	Iteration 6F: 3 clusters Score -6678226 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -6682027.500000 Penalty: 3516.902100
	Iteration 7F: 3 clusters Score -6682028 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -6685482.500000 Penalty: 3516.902100
	Iteration 8F: 3 clusters Score -6685482 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6687489.500000 Penalty: 3516.902100
	Iteration 9Q: 3 clusters Score -6687490 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6688470.500000 Penalty: 3516.902100
	Iteration 10Q: 3 clusters Score -6688470 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6688942.000000 Penalty: 3516.902100
	Iteration 11Q: 3 clusters Score -6688942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6689141.000000 Penalty: 3516.902100
	Iteration 12Q: 3 clusters Score -6689141 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6689243.000000 Penalty: 3516.902100
	Iteration 13Q: 3 clusters Score -6689243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -6689300.500000 Penalty: 3516.902100
	Iteration 14Q: 3 clusters Score -6689300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -6689346.000000 Penalty: 3516.902100
	Iteration 15Q: 3 clusters Score -6689346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -6689364.000000 Penalty: 3516.902100
	Iteration 16Q: 3 clusters Score -6689364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -6689374.000000 Penalty: 3516.902100
	Iteration 17Q: 3 clusters Score -6689374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -6689383.000000 Penalty: 3516.902100
	Iteration 18Q: 3 clusters Score -6689383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -6689387.500000 Penalty: 3516.902100
	Iteration 19Q: 3 clusters Score -6689388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -6689390.500000 Penalty: 3516.902100
	Iteration 20F: 3 clusters Score -6689390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6689398.500000 Penalty: 3516.902100
	Iteration 21Q: 3 clusters Score -6689398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6689401.500000 Penalty: 3516.902100
	Iteration 22Q: 3 clusters Score -6689402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6689410.000000 Penalty: 3516.902100
	Iteration 23Q: 3 clusters Score -6689410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -6689416.500000 Penalty: 3516.902100
	Iteration 24Q: 3 clusters Score -6689416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6689424.500000 Penalty: 3516.902100
	Iteration 25Q: 3 clusters Score -6689424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -6689428.500000 Penalty: 3516.902100
	Iteration 26Q: 3 clusters Score -6689428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6689430.500000 Penalty: 3516.902100
	Iteration 27Q: 3 clusters Score -6689430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -6689434.500000 Penalty: 3516.902100
	Iteration 28Q: 3 clusters Score -6689434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6689432.500000 Penalty: 3516.902100
	Iteration 29Q: 3 clusters Score -6689432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6689441.000000 Penalty: 3516.902100
	Iteration 30Q: 3 clusters Score -6689441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6689445.500000 Penalty: 3516.902100
	Iteration 31Q: 3 clusters Score -6689446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6689443.000000 Penalty: 3516.902100
	Iteration 32Q: 3 clusters Score -6689443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -6689449.000000 Penalty: 3516.902100
	Iteration 33Q: 3 clusters Score -6689449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -6689447.500000 Penalty: 3516.902100
	Iteration 34Q: 3 clusters Score -6689448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -6689454.500000 Penalty: 3516.902100
	Iteration 35Q: 3 clusters Score -6689454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -6689458.000000 Penalty: 3516.902100
	Iteration 36Q: 3 clusters Score -6689458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -6689458.000000 Penalty: 3516.902100
	Iteration 37F: 3 clusters Score -6689458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -68336.515625 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -68336.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67208.867188 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -67208.87 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67446.734375 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -67446.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67539.539062 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -67539.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67625.289062 Penalty: 2086.498291
	Iteration 3F: 3 clusters Score -67625.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67709.609375 Penalty: 2086.498291
	Iteration 4Q: 3 clusters Score -67709.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67839.632812 Penalty: 2086.498291
	Iteration 5Q: 3 clusters Score -67839.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67982.765625 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -67982.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68049.117188 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -68049.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68099.562500 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -68099.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68117.187500 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -68117.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68137.984375 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -68137.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68153.765625 Penalty: 2086.498291
	Iteration 11Q: 3 clusters Score -68153.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68159.312500 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -68159.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68163.226562 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -68163.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68163.226562 Penalty: 2086.498291
	Iteration 14F: 3 clusters Score -68163.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -210034.437500 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -210034.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210335.343750 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210335.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210412.218750 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210412.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210474.093750 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -210474.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210517.875000 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210517.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210542.578125 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210560.828125 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210570.515625 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210581.625000 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210581.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210588.500000 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210590.234375 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -210590.859375 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210591.703125 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210592.671875 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210593.171875 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210593.734375 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210594.421875 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210594.500000 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210594.500000 Penalty: 2335.004395
	Iteration 18F: 3 clusters Score -210594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -43787.492188 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -43787.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42788.453125 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -42788.45 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43155.359375 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -43155.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43428.101562 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -43428.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43652.914062 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -43652.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43759.742188 Penalty: 2009.177612
	Iteration 4F: 3 clusters Score -43759.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43788.949219 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -43788.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43798.582031 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -43798.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43800.281250 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -43800.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43800.281250 Penalty: 2009.177612
	Iteration 8F: 3 clusters Score -43800.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 84035 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 85308 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 189 members 
Entering Unmasked Estep 
Score: -85975312.000000 Penalty: 104540.851562
Splitting cluster 18 changes total score from -85976472.000000 to -85975312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (43199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Entering Unmasked Estep 
Score: -5734187.000000 Penalty: 1734.455566
	Iteration 0F: 2 clusters Score -5734187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5705405.000000 Penalty: 3468.911133
	Iteration 0F: 3 clusters Score -5705405 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5716685.000000 Penalty: 3468.911133
	Iteration 1F: 3 clusters Score -5716685 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5717239.000000 Penalty: 3468.911133
	Iteration 2Q: 3 clusters Score -5717239 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5717873.500000 Penalty: 3468.911133
	Iteration 3Q: 3 clusters Score -5717874 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5718679.500000 Penalty: 3468.911133
	Iteration 4Q: 3 clusters Score -5718680 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5719792.500000 Penalty: 3468.911133
	Iteration 5F: 3 clusters Score -5719792 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -5721316.500000 Penalty: 3468.911133
	Iteration 6F: 3 clusters Score -5721316 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5723359.000000 Penalty: 3468.911133
	Iteration 7F: 3 clusters Score -5723359 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5725589.000000 Penalty: 3468.911133
	Iteration 8F: 3 clusters Score -5725589 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5727819.000000 Penalty: 3468.911133
	Iteration 9F: 3 clusters Score -5727819 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5729718.000000 Penalty: 3468.911133
	Iteration 10Q: 3 clusters Score -5729718 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5731135.500000 Penalty: 3468.911133
	Iteration 11Q: 3 clusters Score -5731136 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5731867.500000 Penalty: 3468.911133
	Iteration 12Q: 3 clusters Score -5731868 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5732267.500000 Penalty: 3468.911133
	Iteration 13Q: 3 clusters Score -5732268 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5732431.500000 Penalty: 3468.911133
	Iteration 14Q: 3 clusters Score -5732432 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5732519.000000 Penalty: 3468.911133
	Iteration 15Q: 3 clusters Score -5732519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5732612.000000 Penalty: 3468.911133
	Iteration 16Q: 3 clusters Score -5732612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5732652.000000 Penalty: 3468.911133
	Iteration 17Q: 3 clusters Score -5732652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5732668.500000 Penalty: 3468.911133
	Iteration 18Q: 3 clusters Score -5732668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5732680.500000 Penalty: 3468.911133
	Iteration 19Q: 3 clusters Score -5732680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5732693.000000 Penalty: 3468.911133
	Iteration 20F: 3 clusters Score -5732693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5732696.500000 Penalty: 3468.911133
	Iteration 21Q: 3 clusters Score -5732696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5732703.000000 Penalty: 3468.911133
	Iteration 22Q: 3 clusters Score -5732703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5732712.000000 Penalty: 3468.911133
	Iteration 23Q: 3 clusters Score -5732712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5732715.000000 Penalty: 3468.911133
	Iteration 24Q: 3 clusters Score -5732715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5732718.500000 Penalty: 3468.911133
	Iteration 25Q: 3 clusters Score -5732718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5732715.000000 Penalty: 3468.911133
	Iteration 26Q: 3 clusters Score -5732715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5732715.000000 Penalty: 3468.911133
	Iteration 27Q: 3 clusters Score -5732715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5732719.000000 Penalty: 3468.911133
	Iteration 28Q: 3 clusters Score -5732719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5732718.500000 Penalty: 3468.911133
	Iteration 29Q: 3 clusters Score -5732718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5732718.500000 Penalty: 3468.911133
	Iteration 30F: 3 clusters Score -5732718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Entering Unmasked Estep 
Score: -1756777.000000 Penalty: 1546.251831
	Iteration 0F: 2 clusters Score -1756777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1747296.000000 Penalty: 3092.503662
	Iteration 0F: 3 clusters Score -1747296 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1750593.500000 Penalty: 3092.503662
	Iteration 1F: 3 clusters Score -1750594 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1750932.125000 Penalty: 3092.503662
	Iteration 2F: 3 clusters Score -1750932 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1751248.500000 Penalty: 3092.503662
	Iteration 3F: 3 clusters Score -1751248 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1751506.375000 Penalty: 3092.503662
	Iteration 4Q: 3 clusters Score -1751506 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1751740.375000 Penalty: 3092.503662
	Iteration 5Q: 3 clusters Score -1751740 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1751948.750000 Penalty: 3092.503662
	Iteration 6Q: 3 clusters Score -1751949 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1752134.625000 Penalty: 3092.503662
	Iteration 7Q: 3 clusters Score -1752135 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1752318.000000 Penalty: 3092.503662
	Iteration 8Q: 3 clusters Score -1752318 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1752524.375000 Penalty: 3092.503662
	Iteration 9Q: 3 clusters Score -1752524 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1752709.250000 Penalty: 3092.503662
	Iteration 10Q: 3 clusters Score -1752709 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1752892.750000 Penalty: 3092.503662
	Iteration 11Q: 3 clusters Score -1752893 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1753050.125000 Penalty: 3092.503662
	Iteration 12Q: 3 clusters Score -1753050 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1753183.000000 Penalty: 3092.503662
	Iteration 13Q: 3 clusters Score -1753183 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1753290.500000 Penalty: 3092.503662
	Iteration 14Q: 3 clusters Score -1753290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1753367.500000 Penalty: 3092.503662
	Iteration 15Q: 3 clusters Score -1753368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1753411.000000 Penalty: 3092.503662
	Iteration 16Q: 3 clusters Score -1753411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1753442.875000 Penalty: 3092.503662
	Iteration 17Q: 3 clusters Score -1753443 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1753476.875000 Penalty: 3092.503662
	Iteration 18Q: 3 clusters Score -1753477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1753508.500000 Penalty: 3092.503662
	Iteration 19Q: 3 clusters Score -1753508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1753548.000000 Penalty: 3092.503662
	Iteration 20F: 3 clusters Score -1753548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1753582.500000 Penalty: 3092.503662
	Iteration 21Q: 3 clusters Score -1753582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1753620.250000 Penalty: 3092.503662
	Iteration 22Q: 3 clusters Score -1753620 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1753649.000000 Penalty: 3092.503662
	Iteration 23Q: 3 clusters Score -1753649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1753681.375000 Penalty: 3092.503662
	Iteration 24Q: 3 clusters Score -1753681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1753701.375000 Penalty: 3092.503662
	Iteration 25Q: 3 clusters Score -1753701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1753723.875000 Penalty: 3092.503662
	Iteration 26Q: 3 clusters Score -1753724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1753752.000000 Penalty: 3092.503662
	Iteration 27Q: 3 clusters Score -1753752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1753781.375000 Penalty: 3092.503662
	Iteration 28Q: 3 clusters Score -1753781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1753814.000000 Penalty: 3092.503662
	Iteration 29Q: 3 clusters Score -1753814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1753840.625000 Penalty: 3092.503662
	Iteration 30Q: 3 clusters Score -1753841 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1753867.875000 Penalty: 3092.503662
	Iteration 31Q: 3 clusters Score -1753868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1753893.750000 Penalty: 3092.503662
	Iteration 32Q: 3 clusters Score -1753894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1753918.750000 Penalty: 3092.503662
	Iteration 33Q: 3 clusters Score -1753919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1753930.375000 Penalty: 3092.503662
	Iteration 34Q: 3 clusters Score -1753930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1753944.750000 Penalty: 3092.503662
	Iteration 35Q: 3 clusters Score -1753945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1753954.000000 Penalty: 3092.503662
	Iteration 36Q: 3 clusters Score -1753954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1753963.750000 Penalty: 3092.503662
	Iteration 37Q: 3 clusters Score -1753964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1753970.000000 Penalty: 3092.503662
	Iteration 38Q: 3 clusters Score -1753970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1753978.375000 Penalty: 3092.503662
	Iteration 39Q: 3 clusters Score -1753978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1753988.125000 Penalty: 3092.503662
	Iteration 40F: 3 clusters Score -1753988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1753991.000000 Penalty: 3092.503662
	Iteration 41Q: 3 clusters Score -1753991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1754002.375000 Penalty: 3092.503662
	Iteration 42Q: 3 clusters Score -1754002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1754001.625000 Penalty: 3092.503662
	Iteration 43Q: 3 clusters Score -1754002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1754000.875000 Penalty: 3092.503662
	Iteration 44Q: 3 clusters Score -1754001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1754001.875000 Penalty: 3092.503662
	Iteration 45Q: 3 clusters Score -1754002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1754000.500000 Penalty: 3092.503662
	Iteration 46Q: 3 clusters Score -1754000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1753999.125000 Penalty: 3092.503662
	Iteration 47Q: 3 clusters Score -1753999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1754002.125000 Penalty: 3092.503662
	Iteration 48Q: 3 clusters Score -1754002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1754005.750000 Penalty: 3092.503662
	Iteration 49Q: 3 clusters Score -1754006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1754004.750000 Penalty: 3092.503662
	Iteration 50Q: 3 clusters Score -1754005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1754010.625000 Penalty: 3092.503662
	Iteration 51Q: 3 clusters Score -1754011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1754008.000000 Penalty: 3092.503662
	Iteration 52Q: 3 clusters Score -1754008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1754005.625000 Penalty: 3092.503662
	Iteration 53Q: 3 clusters Score -1754006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1754007.000000 Penalty: 3092.503662
	Iteration 54Q: 3 clusters Score -1754007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1754007.375000 Penalty: 3092.503662
	Iteration 55Q: 3 clusters Score -1754007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1754007.250000 Penalty: 3092.503662
	Iteration 56Q: 3 clusters Score -1754007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1754005.500000 Penalty: 3092.503662
	Iteration 57Q: 3 clusters Score -1754006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1754010.125000 Penalty: 3092.503662
	Iteration 58Q: 3 clusters Score -1754010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1754010.000000 Penalty: 3092.503662
	Iteration 59Q: 3 clusters Score -1754010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1754011.000000 Penalty: 3092.503662
	Iteration 60F: 3 clusters Score -1754011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1754011.250000 Penalty: 3092.503662
	Iteration 61Q: 3 clusters Score -1754011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1754014.125000 Penalty: 3092.503662
	Iteration 62Q: 3 clusters Score -1754014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1754016.375000 Penalty: 3092.503662
	Iteration 63Q: 3 clusters Score -1754016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1754014.000000 Penalty: 3092.503662
	Iteration 64Q: 3 clusters Score -1754014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1754011.500000 Penalty: 3092.503662
	Iteration 65Q: 3 clusters Score -1754012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1754015.375000 Penalty: 3092.503662
	Iteration 66Q: 3 clusters Score -1754015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1754015.125000 Penalty: 3092.503662
	Iteration 67Q: 3 clusters Score -1754015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1754012.625000 Penalty: 3092.503662
	Iteration 68Q: 3 clusters Score -1754013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1754016.500000 Penalty: 3092.503662
	Iteration 69Q: 3 clusters Score -1754016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1754016.500000 Penalty: 3092.503662
	Iteration 70F: 3 clusters Score -1754016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Entering Unmasked Estep 
Score: -8479742.000000 Penalty: 1798.780151
	Iteration 0F: 2 clusters Score -8479742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8438997.000000 Penalty: 3597.560303
	Iteration 0F: 3 clusters Score -8438997 nChanged 30487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -8456660.000000 Penalty: 3597.560303
	Iteration 1F: 3 clusters Score -8456660 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -8457582.000000 Penalty: 3597.560303
	Iteration 2Q: 3 clusters Score -8457582 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -8458663.000000 Penalty: 3597.560303
	Iteration 3Q: 3 clusters Score -8458663 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -8459772.000000 Penalty: 3597.560303
	Iteration 4Q: 3 clusters Score -8459772 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -8461292.000000 Penalty: 3597.560303
	Iteration 5Q: 3 clusters Score -8461292 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8463213.000000 Penalty: 3597.560303
	Iteration 6F: 3 clusters Score -8463213 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -8465604.000000 Penalty: 3597.560303
	Iteration 7F: 3 clusters Score -8465604 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8468037.000000 Penalty: 3597.560303
	Iteration 8F: 3 clusters Score -8468037 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8470215.000000 Penalty: 3597.560303
	Iteration 9F: 3 clusters Score -8470215 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -8471818.000000 Penalty: 3597.560303
	Iteration 10Q: 3 clusters Score -8471818 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -8472807.000000 Penalty: 3597.560303
	Iteration 11Q: 3 clusters Score -8472807 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -8473498.000000 Penalty: 3597.560303
	Iteration 12Q: 3 clusters Score -8473498 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8474099.000000 Penalty: 3597.560303
	Iteration 13Q: 3 clusters Score -8474099 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8474667.000000 Penalty: 3597.560303
	Iteration 14Q: 3 clusters Score -8474667 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8475163.000000 Penalty: 3597.560303
	Iteration 15Q: 3 clusters Score -8475163 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -8475690.000000 Penalty: 3597.560303
	Iteration 16Q: 3 clusters Score -8475690 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -8476269.000000 Penalty: 3597.560303
	Iteration 17Q: 3 clusters Score -8476269 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8476886.000000 Penalty: 3597.560303
	Iteration 18Q: 3 clusters Score -8476886 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8477427.000000 Penalty: 3597.560303
	Iteration 19Q: 3 clusters Score -8477427 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8477959.000000 Penalty: 3597.560303
	Iteration 20F: 3 clusters Score -8477959 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8478341.000000 Penalty: 3597.560303
	Iteration 21Q: 3 clusters Score -8478341 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8478659.000000 Penalty: 3597.560303
	Iteration 22Q: 3 clusters Score -8478659 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8478907.000000 Penalty: 3597.560303
	Iteration 23Q: 3 clusters Score -8478907 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8479053.000000 Penalty: 3597.560303
	Iteration 24Q: 3 clusters Score -8479053 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8479178.000000 Penalty: 3597.560303
	Iteration 25Q: 3 clusters Score -8479178 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8479263.000000 Penalty: 3597.560303
	Iteration 26Q: 3 clusters Score -8479263 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8479302.000000 Penalty: 3597.560303
	Iteration 27Q: 3 clusters Score -8479302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8479347.000000 Penalty: 3597.560303
	Iteration 28Q: 3 clusters Score -8479347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8479383.000000 Penalty: 3597.560303
	Iteration 29Q: 3 clusters Score -8479383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 3597.560303
	Iteration 30Q: 3 clusters Score -8479391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8479406.000000 Penalty: 3597.560303
	Iteration 31Q: 3 clusters Score -8479406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8479403.000000 Penalty: 3597.560303
	Iteration 32Q: 3 clusters Score -8479403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8479388.000000 Penalty: 3597.560303
	Iteration 33Q: 3 clusters Score -8479388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8479390.000000 Penalty: 3597.560303
	Iteration 34Q: 3 clusters Score -8479390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8479399.000000 Penalty: 3597.560303
	Iteration 35Q: 3 clusters Score -8479399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8479395.000000 Penalty: 3597.560303
	Iteration 36Q: 3 clusters Score -8479395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8479394.000000 Penalty: 3597.560303
	Iteration 37Q: 3 clusters Score -8479394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8479403.000000 Penalty: 3597.560303
	Iteration 38Q: 3 clusters Score -8479403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8479402.000000 Penalty: 3597.560303
	Iteration 39Q: 3 clusters Score -8479402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8479406.000000 Penalty: 3597.560303
	Iteration 40F: 3 clusters Score -8479406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8479405.000000 Penalty: 3597.560303
	Iteration 41Q: 3 clusters Score -8479405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8479400.000000 Penalty: 3597.560303
	Iteration 42Q: 3 clusters Score -8479400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8479403.000000 Penalty: 3597.560303
	Iteration 43Q: 3 clusters Score -8479403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8479402.000000 Penalty: 3597.560303
	Iteration 44Q: 3 clusters Score -8479402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 3597.560303
	Iteration 45Q: 3 clusters Score -8479401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8479399.000000 Penalty: 3597.560303
	Iteration 46Q: 3 clusters Score -8479399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8479407.000000 Penalty: 3597.560303
	Iteration 47Q: 3 clusters Score -8479407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 3597.560303
	Iteration 48Q: 3 clusters Score -8479401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 3597.560303
	Iteration 49F: 3 clusters Score -8479401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -39622.484375 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -39622.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38727.703125 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -38727.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38845.941406 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -38845.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38869.164062 Penalty: 1869.586060
	Iteration 2Q: 3 clusters Score -38869.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38876.851562 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -38876.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38883.972656 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -38883.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38883.972656 Penalty: 1869.586060
	Iteration 5F: 3 clusters Score -38883.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -45681.960938 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -45681.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44862.765625 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -44862.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45073.140625 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -45073.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45174.429688 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -45174.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45210.640625 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -45210.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45239.910156 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -45239.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45259.039062 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -45259.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45270.289062 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -45270.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45272.468750 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -45272.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45276.101562 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -45276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45279.562500 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -45279.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45296.898438 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -45296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45319.414062 Penalty: 1880.741577
	Iteration 11Q: 3 clusters Score -45319.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45345.824219 Penalty: 1880.741577
	Iteration 12Q: 3 clusters Score -45345.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45356.597656 Penalty: 1880.741577
	Iteration 13Q: 3 clusters Score -45356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45358.523438 Penalty: 1880.741577
	Iteration 14Q: 3 clusters Score -45358.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45360.726562 Penalty: 1880.741577
	Iteration 15Q: 3 clusters Score -45360.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45370.714844 Penalty: 1880.741577
	Iteration 16Q: 3 clusters Score -45370.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45373.960938 Penalty: 1880.741577
	Iteration 17Q: 3 clusters Score -45373.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45373.960938 Penalty: 1880.741577
	Iteration 18F: 3 clusters Score -45373.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Entering Unmasked Estep 
Score: -2154523.750000 Penalty: 1585.674927
	Iteration 0F: 2 clusters Score -2154524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2142689.500000 Penalty: 3171.349854
	Iteration 0F: 3 clusters Score -2142690 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2147071.000000 Penalty: 3171.349854
	Iteration 1F: 3 clusters Score -2147071 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2147496.750000 Penalty: 3171.349854
	Iteration 2F: 3 clusters Score -2147497 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2147962.750000 Penalty: 3171.349854
	Iteration 3F: 3 clusters Score -2147963 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2148544.000000 Penalty: 3171.349854
	Iteration 4F: 3 clusters Score -2148544 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2149339.750000 Penalty: 3171.349854
	Iteration 5F: 3 clusters Score -2149340 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2150298.750000 Penalty: 3171.349854
	Iteration 6F: 3 clusters Score -2150299 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2151345.250000 Penalty: 3171.349854
	Iteration 7F: 3 clusters Score -2151345 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2152182.000000 Penalty: 3171.349854
	Iteration 8F: 3 clusters Score -2152182 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2152676.000000 Penalty: 3171.349854
	Iteration 9Q: 3 clusters Score -2152676 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2152972.000000 Penalty: 3171.349854
	Iteration 10Q: 3 clusters Score -2152972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2153125.000000 Penalty: 3171.349854
	Iteration 11Q: 3 clusters Score -2153125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2153195.750000 Penalty: 3171.349854
	Iteration 12Q: 3 clusters Score -2153196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2153251.250000 Penalty: 3171.349854
	Iteration 13Q: 3 clusters Score -2153251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2153280.500000 Penalty: 3171.349854
	Iteration 14Q: 3 clusters Score -2153280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2153309.750000 Penalty: 3171.349854
	Iteration 15Q: 3 clusters Score -2153310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2153322.000000 Penalty: 3171.349854
	Iteration 16Q: 3 clusters Score -2153322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2153324.250000 Penalty: 3171.349854
	Iteration 17Q: 3 clusters Score -2153324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2153330.250000 Penalty: 3171.349854
	Iteration 18Q: 3 clusters Score -2153330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2153332.750000 Penalty: 3171.349854
	Iteration 19Q: 3 clusters Score -2153333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2153337.250000 Penalty: 3171.349854
	Iteration 20F: 3 clusters Score -2153337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2153349.500000 Penalty: 3171.349854
	Iteration 21Q: 3 clusters Score -2153350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2153352.750000 Penalty: 3171.349854
	Iteration 22Q: 3 clusters Score -2153353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2153356.000000 Penalty: 3171.349854
	Iteration 23Q: 3 clusters Score -2153356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2153358.250000 Penalty: 3171.349854
	Iteration 24Q: 3 clusters Score -2153358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2153358.250000 Penalty: 3171.349854
	Iteration 25F: 3 clusters Score -2153358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8923.603516 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8923.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8269.907227 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8269.907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8421.955078 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8421.955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8476.342773 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8476.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8478.742188 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8478.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8478.742188 Penalty: 1710.374268
	Iteration 4F: 3 clusters Score -8478.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2600535.500000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -2600536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2589592.500000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -2589592 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2593443.000000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -2593443 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2593859.750000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -2593860 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2594260.000000 Penalty: 3145.969727
	Iteration 3F: 3 clusters Score -2594260 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2594684.000000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -2594684 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2595100.750000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -2595101 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2595576.250000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -2595576 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2596054.250000 Penalty: 3145.969727
	Iteration 7F: 3 clusters Score -2596054 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2596526.250000 Penalty: 3145.969727
	Iteration 8F: 3 clusters Score -2596526 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2597021.250000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -2597021 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2597438.250000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -2597438 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2597838.500000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -2597838 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2598166.500000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -2598166 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2598461.500000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -2598462 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2598703.250000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -2598703 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2598861.750000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -2598862 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2598967.000000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -2598967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2599025.500000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -2599026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2599071.500000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -2599072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2599109.250000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -2599109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2599128.000000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -2599128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2599143.750000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -2599144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2599150.750000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -2599151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2599162.500000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -2599162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2599162.500000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -2599162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2599165.750000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -2599166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2599176.750000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -2599177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2599174.250000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -2599174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2599177.000000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -2599177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2599178.750000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -2599179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2599178.250000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -2599178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2599186.250000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -2599186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2599188.500000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -2599188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2599182.500000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -2599182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2599188.000000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -2599188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2599197.000000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -2599197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2599191.500000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -2599192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2599194.750000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -2599195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2599192.500000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -2599192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2599192.750000 Penalty: 3145.969727
	Iteration 39Q: 3 clusters Score -2599193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2599192.750000 Penalty: 3145.969727
	Iteration 40F: 3 clusters Score -2599193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2599196.500000 Penalty: 3145.969727
	Iteration 41Q: 3 clusters Score -2599196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2599194.250000 Penalty: 3145.969727
	Iteration 42Q: 3 clusters Score -2599194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2599200.750000 Penalty: 3145.969727
	Iteration 43Q: 3 clusters Score -2599201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2599198.250000 Penalty: 3145.969727
	Iteration 44Q: 3 clusters Score -2599198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2599206.250000 Penalty: 3145.969727
	Iteration 45Q: 3 clusters Score -2599206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2599206.250000 Penalty: 3145.969727
	Iteration 46Q: 3 clusters Score -2599206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2599209.500000 Penalty: 3145.969727
	Iteration 47Q: 3 clusters Score -2599210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2599209.000000 Penalty: 3145.969727
	Iteration 48Q: 3 clusters Score -2599209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2599215.500000 Penalty: 3145.969727
	Iteration 49Q: 3 clusters Score -2599216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2599216.500000 Penalty: 3145.969727
	Iteration 50Q: 3 clusters Score -2599216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2599213.750000 Penalty: 3145.969727
	Iteration 51Q: 3 clusters Score -2599214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2599210.250000 Penalty: 3145.969727
	Iteration 52Q: 3 clusters Score -2599210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2599211.500000 Penalty: 3145.969727
	Iteration 53Q: 3 clusters Score -2599212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2599211.750000 Penalty: 3145.969727
	Iteration 54Q: 3 clusters Score -2599212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2599209.500000 Penalty: 3145.969727
	Iteration 55Q: 3 clusters Score -2599210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2599209.500000 Penalty: 3145.969727
	Iteration 56F: 3 clusters Score -2599210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32112.447266 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32112.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31295.457031 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31295.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31407.943359 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31407.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31458.183594 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31458.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31461.531250 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31461.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31466.978516 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31466.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31468.476562 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31468.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31473.369141 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -31473.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31477.048828 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -31477.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31477.048828 Penalty: 1832.465332
	Iteration 8F: 3 clusters Score -31477.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -668674.000000 Penalty: 1388.815552
	Iteration 0F: 2 clusters Score -668674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -664655.812500 Penalty: 2777.631104
	Iteration 0F: 3 clusters Score -664655.8 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -665807.000000 Penalty: 2777.631104
	Iteration 1F: 3 clusters Score -665807 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -666040.750000 Penalty: 2777.631104
	Iteration 2F: 3 clusters Score -666040.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -666299.875000 Penalty: 2777.631104
	Iteration 3F: 3 clusters Score -666299.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -666555.125000 Penalty: 2777.631104
	Iteration 4F: 3 clusters Score -666555.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -666801.000000 Penalty: 2777.631104
	Iteration 5F: 3 clusters Score -666801 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -667068.187500 Penalty: 2777.631104
	Iteration 6F: 3 clusters Score -667068.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -667275.625000 Penalty: 2777.631104
	Iteration 7F: 3 clusters Score -667275.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -667414.437500 Penalty: 2777.631104
	Iteration 8Q: 3 clusters Score -667414.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -667511.125000 Penalty: 2777.631104
	Iteration 9Q: 3 clusters Score -667511.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -667581.500000 Penalty: 2777.631104
	Iteration 10Q: 3 clusters Score -667581.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -667636.250000 Penalty: 2777.631104
	Iteration 11Q: 3 clusters Score -667636.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -667677.812500 Penalty: 2777.631104
	Iteration 12Q: 3 clusters Score -667677.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -667706.562500 Penalty: 2777.631104
	Iteration 13Q: 3 clusters Score -667706.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -667726.187500 Penalty: 2777.631104
	Iteration 14Q: 3 clusters Score -667726.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -667739.437500 Penalty: 2777.631104
	Iteration 15Q: 3 clusters Score -667739.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -667754.500000 Penalty: 2777.631104
	Iteration 16Q: 3 clusters Score -667754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -667763.062500 Penalty: 2777.631104
	Iteration 17Q: 3 clusters Score -667763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -667769.937500 Penalty: 2777.631104
	Iteration 18Q: 3 clusters Score -667769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -667773.500000 Penalty: 2777.631104
	Iteration 19Q: 3 clusters Score -667773.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -667779.750000 Penalty: 2777.631104
	Iteration 20F: 3 clusters Score -667779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -667785.750000 Penalty: 2777.631104
	Iteration 21Q: 3 clusters Score -667785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -667790.500000 Penalty: 2777.631104
	Iteration 22Q: 3 clusters Score -667790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -667794.875000 Penalty: 2777.631104
	Iteration 23Q: 3 clusters Score -667794.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -667798.750000 Penalty: 2777.631104
	Iteration 24Q: 3 clusters Score -667798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -667805.250000 Penalty: 2777.631104
	Iteration 25Q: 3 clusters Score -667805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -667808.625000 Penalty: 2777.631104
	Iteration 26Q: 3 clusters Score -667808.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -667812.937500 Penalty: 2777.631104
	Iteration 27Q: 3 clusters Score -667812.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -667819.062500 Penalty: 2777.631104
	Iteration 28Q: 3 clusters Score -667819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -667820.875000 Penalty: 2777.631104
	Iteration 29Q: 3 clusters Score -667820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -667822.687500 Penalty: 2777.631104
	Iteration 30Q: 3 clusters Score -667822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -667823.750000 Penalty: 2777.631104
	Iteration 31Q: 3 clusters Score -667823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -667827.750000 Penalty: 2777.631104
	Iteration 32Q: 3 clusters Score -667827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -667829.937500 Penalty: 2777.631104
	Iteration 33Q: 3 clusters Score -667829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -667834.812500 Penalty: 2777.631104
	Iteration 34Q: 3 clusters Score -667834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -667838.750000 Penalty: 2777.631104
	Iteration 35Q: 3 clusters Score -667838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -667844.875000 Penalty: 2777.631104
	Iteration 36Q: 3 clusters Score -667844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -667846.187500 Penalty: 2777.631104
	Iteration 37Q: 3 clusters Score -667846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -667847.937500 Penalty: 2777.631104
	Iteration 38Q: 3 clusters Score -667847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -667850.687500 Penalty: 2777.631104
	Iteration 39Q: 3 clusters Score -667850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -667855.000000 Penalty: 2777.631104
	Iteration 40F: 3 clusters Score -667855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -667859.375000 Penalty: 2777.631104
	Iteration 41Q: 3 clusters Score -667859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -667859.687500 Penalty: 2777.631104
	Iteration 42Q: 3 clusters Score -667859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -667861.500000 Penalty: 2777.631104
	Iteration 43Q: 3 clusters Score -667861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -667863.125000 Penalty: 2777.631104
	Iteration 44Q: 3 clusters Score -667863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -667864.312500 Penalty: 2777.631104
	Iteration 45Q: 3 clusters Score -667864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -667865.187500 Penalty: 2777.631104
	Iteration 46Q: 3 clusters Score -667865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -667866.187500 Penalty: 2777.631104
	Iteration 47Q: 3 clusters Score -667866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -667867.875000 Penalty: 2777.631104
	Iteration 48Q: 3 clusters Score -667867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -667867.875000 Penalty: 2777.631104
	Iteration 49F: 3 clusters Score -667867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (84035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Entering Unmasked Estep 
Score: -11202753.000000 Penalty: 1842.585571
	Iteration 0F: 2 clusters Score -1.120275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -11152209.000000 Penalty: 3685.171143
	Iteration 0F: 3 clusters Score -1.115221e+07 nChanged 40252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -11175957.000000 Penalty: 3685.171143
	Iteration 1F: 3 clusters Score -1.117596e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -11176923.000000 Penalty: 3685.171143
	Iteration 2Q: 3 clusters Score -1.117692e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -11178338.000000 Penalty: 3685.171143
	Iteration 3Q: 3 clusters Score -1.117834e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -11180640.000000 Penalty: 3685.171143
	Iteration 4F: 3 clusters Score -1.118064e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -11184025.000000 Penalty: 3685.171143
	Iteration 5F: 3 clusters Score -1.118402e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -11188341.000000 Penalty: 3685.171143
	Iteration 6F: 3 clusters Score -1.118834e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -11192386.000000 Penalty: 3685.171143
	Iteration 7F: 3 clusters Score -1.119239e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -11194874.000000 Penalty: 3685.171143
	Iteration 8F: 3 clusters Score -1.119487e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -11196014.000000 Penalty: 3685.171143
	Iteration 9Q: 3 clusters Score -1.119601e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -11196639.000000 Penalty: 3685.171143
	Iteration 10Q: 3 clusters Score -1.119664e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -11197000.000000 Penalty: 3685.171143
	Iteration 11Q: 3 clusters Score -1.1197e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -11197489.000000 Penalty: 3685.171143
	Iteration 12Q: 3 clusters Score -1.119749e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -11198178.000000 Penalty: 3685.171143
	Iteration 13Q: 3 clusters Score -1.119818e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -11198738.000000 Penalty: 3685.171143
	Iteration 14Q: 3 clusters Score -1.119874e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -11199497.000000 Penalty: 3685.171143
	Iteration 15Q: 3 clusters Score -1.11995e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -11200445.000000 Penalty: 3685.171143
	Iteration 16Q: 3 clusters Score -1.120044e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -11201502.000000 Penalty: 3685.171143
	Iteration 17Q: 3 clusters Score -1.12015e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -11202405.000000 Penalty: 3685.171143
	Iteration 18Q: 3 clusters Score -1.12024e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -11202910.000000 Penalty: 3685.171143
	Iteration 19Q: 3 clusters Score -1.120291e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -11203614.000000 Penalty: 3685.171143
	Iteration 20F: 3 clusters Score -1.120361e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -11204054.000000 Penalty: 3685.171143
	Iteration 21Q: 3 clusters Score -1.120405e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -11204350.000000 Penalty: 3685.171143
	Iteration 22Q: 3 clusters Score -1.120435e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -11204574.000000 Penalty: 3685.171143
	Iteration 23Q: 3 clusters Score -1.120457e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -11204748.000000 Penalty: 3685.171143
	Iteration 24Q: 3 clusters Score -1.120475e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -11204823.000000 Penalty: 3685.171143
	Iteration 25Q: 3 clusters Score -1.120482e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -11204979.000000 Penalty: 3685.171143
	Iteration 26Q: 3 clusters Score -1.120498e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -11205056.000000 Penalty: 3685.171143
	Iteration 27Q: 3 clusters Score -1.120506e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -11205054.000000 Penalty: 3685.171143
	Iteration 28Q: 3 clusters Score -1.120505e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -11205069.000000 Penalty: 3685.171143
	Iteration 29Q: 3 clusters Score -1.120507e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -11205059.000000 Penalty: 3685.171143
	Iteration 30Q: 3 clusters Score -1.120506e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -11205106.000000 Penalty: 3685.171143
	Iteration 31Q: 3 clusters Score -1.120511e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -11205140.000000 Penalty: 3685.171143
	Iteration 32Q: 3 clusters Score -1.120514e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -11205184.000000 Penalty: 3685.171143
	Iteration 33Q: 3 clusters Score -1.120518e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -11205200.000000 Penalty: 3685.171143
	Iteration 34Q: 3 clusters Score -1.12052e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -11205227.000000 Penalty: 3685.171143
	Iteration 35Q: 3 clusters Score -1.120523e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -11205261.000000 Penalty: 3685.171143
	Iteration 36Q: 3 clusters Score -1.120526e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -11205313.000000 Penalty: 3685.171143
	Iteration 37Q: 3 clusters Score -1.120531e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -11205340.000000 Penalty: 3685.171143
	Iteration 38Q: 3 clusters Score -1.120534e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -11205356.000000 Penalty: 3685.171143
	Iteration 39Q: 3 clusters Score -1.120536e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -11205351.000000 Penalty: 3685.171143
	Iteration 40F: 3 clusters Score -1.120535e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -11205361.000000 Penalty: 3685.171143
	Iteration 41Q: 3 clusters Score -1.120536e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -11205399.000000 Penalty: 3685.171143
	Iteration 42Q: 3 clusters Score -1.12054e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -11205428.000000 Penalty: 3685.171143
	Iteration 43Q: 3 clusters Score -1.120543e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11205461.000000 Penalty: 3685.171143
	Iteration 44Q: 3 clusters Score -1.120546e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -11205397.000000 Penalty: 3685.171143
	Iteration 45Q: 3 clusters Score -1.12054e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -11205358.000000 Penalty: 3685.171143
	Iteration 46Q: 3 clusters Score -1.120536e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -11205357.000000 Penalty: 3685.171143
	Iteration 47Q: 3 clusters Score -1.120536e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -11205312.000000 Penalty: 3685.171143
	Iteration 48Q: 3 clusters Score -1.120531e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -11205229.000000 Penalty: 3685.171143
	Iteration 49Q: 3 clusters Score -1.120523e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -11205154.000000 Penalty: 3685.171143
	Iteration 50Q: 3 clusters Score -1.120515e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -11205160.000000 Penalty: 3685.171143
	Iteration 51Q: 3 clusters Score -1.120516e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -11205060.000000 Penalty: 3685.171143
	Iteration 52Q: 3 clusters Score -1.120506e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -11204841.000000 Penalty: 3685.171143
	Iteration 53Q: 3 clusters Score -1.120484e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -11204895.000000 Penalty: 3685.171143
	Iteration 54Q: 3 clusters Score -1.12049e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -11205154.000000 Penalty: 3685.171143
	Iteration 55Q: 3 clusters Score -1.120515e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -11205255.000000 Penalty: 3685.171143
	Iteration 56Q: 3 clusters Score -1.120526e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -11205336.000000 Penalty: 3685.171143
	Iteration 57Q: 3 clusters Score -1.120534e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -11205364.000000 Penalty: 3685.171143
	Iteration 58Q: 3 clusters Score -1.120536e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -11205339.000000 Penalty: 3685.171143
	Iteration 59Q: 3 clusters Score -1.120534e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -11205440.000000 Penalty: 3685.171143
	Iteration 60F: 3 clusters Score -1.120544e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -11205451.000000 Penalty: 3685.171143
	Iteration 61Q: 3 clusters Score -1.120545e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -11205492.000000 Penalty: 3685.171143
	Iteration 62Q: 3 clusters Score -1.120549e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -11205449.000000 Penalty: 3685.171143
	Iteration 63Q: 3 clusters Score -1.120545e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -11205419.000000 Penalty: 3685.171143
	Iteration 64Q: 3 clusters Score -1.120542e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -11205377.000000 Penalty: 3685.171143
	Iteration 65Q: 3 clusters Score -1.120538e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -11205330.000000 Penalty: 3685.171143
	Iteration 66Q: 3 clusters Score -1.120533e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -11205356.000000 Penalty: 3685.171143
	Iteration 67Q: 3 clusters Score -1.120536e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -11205354.000000 Penalty: 3685.171143
	Iteration 68Q: 3 clusters Score -1.120535e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -11205325.000000 Penalty: 3685.171143
	Iteration 69Q: 3 clusters Score -1.120532e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -11205320.000000 Penalty: 3685.171143
	Iteration 70Q: 3 clusters Score -1.120532e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -11205292.000000 Penalty: 3685.171143
	Iteration 71Q: 3 clusters Score -1.120529e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -11205292.000000 Penalty: 3685.171143
	Iteration 72Q: 3 clusters Score -1.120529e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -11205263.000000 Penalty: 3685.171143
	Iteration 73Q: 3 clusters Score -1.120526e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -11205246.000000 Penalty: 3685.171143
	Iteration 74Q: 3 clusters Score -1.120525e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -11205232.000000 Penalty: 3685.171143
	Iteration 75Q: 3 clusters Score -1.120523e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -11205243.000000 Penalty: 3685.171143
	Iteration 76Q: 3 clusters Score -1.120524e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -11205230.000000 Penalty: 3685.171143
	Iteration 77Q: 3 clusters Score -1.120523e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -11205198.000000 Penalty: 3685.171143
	Iteration 78Q: 3 clusters Score -1.12052e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -11205162.000000 Penalty: 3685.171143
	Iteration 79Q: 3 clusters Score -1.120516e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -11205140.000000 Penalty: 3685.171143
	Iteration 80F: 3 clusters Score -1.120514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -11205119.000000 Penalty: 3685.171143
	Iteration 81Q: 3 clusters Score -1.120512e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -11205077.000000 Penalty: 3685.171143
	Iteration 82Q: 3 clusters Score -1.120508e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -11205094.000000 Penalty: 3685.171143
	Iteration 83Q: 3 clusters Score -1.120509e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -11205046.000000 Penalty: 3685.171143
	Iteration 84Q: 3 clusters Score -1.120505e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -11205047.000000 Penalty: 3685.171143
	Iteration 85Q: 3 clusters Score -1.120505e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -11205041.000000 Penalty: 3685.171143
	Iteration 86Q: 3 clusters Score -1.120504e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -11205039.000000 Penalty: 3685.171143
	Iteration 87Q: 3 clusters Score -1.120504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -11205033.000000 Penalty: 3685.171143
	Iteration 88Q: 3 clusters Score -1.120503e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -11205041.000000 Penalty: 3685.171143
	Iteration 89Q: 3 clusters Score -1.120504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -11205038.000000 Penalty: 3685.171143
	Iteration 90Q: 3 clusters Score -1.120504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -11205011.000000 Penalty: 3685.171143
	Iteration 91Q: 3 clusters Score -1.120501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -11205009.000000 Penalty: 3685.171143
	Iteration 92Q: 3 clusters Score -1.120501e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -11204997.000000 Penalty: 3685.171143
	Iteration 93Q: 3 clusters Score -1.1205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -11204988.000000 Penalty: 3685.171143
	Iteration 94Q: 3 clusters Score -1.120499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -11204979.000000 Penalty: 3685.171143
	Iteration 95Q: 3 clusters Score -1.120498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -11204967.000000 Penalty: 3685.171143
	Iteration 96Q: 3 clusters Score -1.120497e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -11204960.000000 Penalty: 3685.171143
	Iteration 97Q: 3 clusters Score -1.120496e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -11204971.000000 Penalty: 3685.171143
	Iteration 98Q: 3 clusters Score -1.120497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -11204958.000000 Penalty: 3685.171143
	Iteration 99Q: 3 clusters Score -1.120496e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -11204958.000000 Penalty: 3685.171143
	Iteration 100F: 3 clusters Score -1.120496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -11204975.000000 Penalty: 3685.171143
	Iteration 101Q: 3 clusters Score -1.120498e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -11204966.000000 Penalty: 3685.171143
	Iteration 102Q: 3 clusters Score -1.120497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -11204948.000000 Penalty: 3685.171143
	Iteration 103Q: 3 clusters Score -1.120495e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -11204925.000000 Penalty: 3685.171143
	Iteration 104Q: 3 clusters Score -1.120492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -11204921.000000 Penalty: 3685.171143
	Iteration 105Q: 3 clusters Score -1.120492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -11204917.000000 Penalty: 3685.171143
	Iteration 106Q: 3 clusters Score -1.120492e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -11204910.000000 Penalty: 3685.171143
	Iteration 107Q: 3 clusters Score -1.120491e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -11204878.000000 Penalty: 3685.171143
	Iteration 108Q: 3 clusters Score -1.120488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -11204883.000000 Penalty: 3685.171143
	Iteration 109Q: 3 clusters Score -1.120488e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -11204851.000000 Penalty: 3685.171143
	Iteration 110Q: 3 clusters Score -1.120485e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -11204848.000000 Penalty: 3685.171143
	Iteration 111Q: 3 clusters Score -1.120485e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -11204860.000000 Penalty: 3685.171143
	Iteration 112Q: 3 clusters Score -1.120486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -11204839.000000 Penalty: 3685.171143
	Iteration 113Q: 3 clusters Score -1.120484e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -11204823.000000 Penalty: 3685.171143
	Iteration 114Q: 3 clusters Score -1.120482e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -11204830.000000 Penalty: 3685.171143
	Iteration 115Q: 3 clusters Score -1.120483e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -11204808.000000 Penalty: 3685.171143
	Iteration 116Q: 3 clusters Score -1.120481e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -11204769.000000 Penalty: 3685.171143
	Iteration 117Q: 3 clusters Score -1.120477e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -11204738.000000 Penalty: 3685.171143
	Iteration 118Q: 3 clusters Score -1.120474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -11204734.000000 Penalty: 3685.171143
	Iteration 119Q: 3 clusters Score -1.120473e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -11204729.000000 Penalty: 3685.171143
	Iteration 120F: 3 clusters Score -1.120473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -11204717.000000 Penalty: 3685.171143
	Iteration 121Q: 3 clusters Score -1.120472e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -11204722.000000 Penalty: 3685.171143
	Iteration 122Q: 3 clusters Score -1.120472e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -11204717.000000 Penalty: 3685.171143
	Iteration 123Q: 3 clusters Score -1.120472e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -11204689.000000 Penalty: 3685.171143
	Iteration 124Q: 3 clusters Score -1.120469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -11204701.000000 Penalty: 3685.171143
	Iteration 125Q: 3 clusters Score -1.12047e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -11204714.000000 Penalty: 3685.171143
	Iteration 126Q: 3 clusters Score -1.120471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -11204701.000000 Penalty: 3685.171143
	Iteration 127Q: 3 clusters Score -1.12047e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -11204673.000000 Penalty: 3685.171143
	Iteration 128Q: 3 clusters Score -1.120467e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -11204642.000000 Penalty: 3685.171143
	Iteration 129Q: 3 clusters Score -1.120464e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -11204620.000000 Penalty: 3685.171143
	Iteration 130Q: 3 clusters Score -1.120462e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -11204579.000000 Penalty: 3685.171143
	Iteration 131Q: 3 clusters Score -1.120458e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -11204584.000000 Penalty: 3685.171143
	Iteration 132Q: 3 clusters Score -1.120458e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -11204580.000000 Penalty: 3685.171143
	Iteration 133Q: 3 clusters Score -1.120458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -11204571.000000 Penalty: 3685.171143
	Iteration 134Q: 3 clusters Score -1.120457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -11204562.000000 Penalty: 3685.171143
	Iteration 135Q: 3 clusters Score -1.120456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -11204565.000000 Penalty: 3685.171143
	Iteration 136Q: 3 clusters Score -1.120456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -11204556.000000 Penalty: 3685.171143
	Iteration 137Q: 3 clusters Score -1.120456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -11204562.000000 Penalty: 3685.171143
	Iteration 138Q: 3 clusters Score -1.120456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -11204589.000000 Penalty: 3685.171143
	Iteration 139Q: 3 clusters Score -1.120459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -11204568.000000 Penalty: 3685.171143
	Iteration 140F: 3 clusters Score -1.120457e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -11204575.000000 Penalty: 3685.171143
	Iteration 141Q: 3 clusters Score -1.120458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -11204556.000000 Penalty: 3685.171143
	Iteration 142Q: 3 clusters Score -1.120456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -11204560.000000 Penalty: 3685.171143
	Iteration 143Q: 3 clusters Score -1.120456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -11204560.000000 Penalty: 3685.171143
	Iteration 144Q: 3 clusters Score -1.120456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -11204569.000000 Penalty: 3685.171143
	Iteration 145Q: 3 clusters Score -1.120457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -11204567.000000 Penalty: 3685.171143
	Iteration 146Q: 3 clusters Score -1.120457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -11204555.000000 Penalty: 3685.171143
	Iteration 147Q: 3 clusters Score -1.120456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -11204559.000000 Penalty: 3685.171143
	Iteration 148Q: 3 clusters Score -1.120456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -11204547.000000 Penalty: 3685.171143
	Iteration 149Q: 3 clusters Score -1.120455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -11204549.000000 Penalty: 3685.171143
	Iteration 150Q: 3 clusters Score -1.120455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -11204540.000000 Penalty: 3685.171143
	Iteration 151Q: 3 clusters Score -1.120454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -11204547.000000 Penalty: 3685.171143
	Iteration 152Q: 3 clusters Score -1.120455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -11204548.000000 Penalty: 3685.171143
	Iteration 153Q: 3 clusters Score -1.120455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -11204546.000000 Penalty: 3685.171143
	Iteration 154Q: 3 clusters Score -1.120455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -11204537.000000 Penalty: 3685.171143
	Iteration 155Q: 3 clusters Score -1.120454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -11204544.000000 Penalty: 3685.171143
	Iteration 156Q: 3 clusters Score -1.120454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -11204544.000000 Penalty: 3685.171143
	Iteration 157Q: 3 clusters Score -1.120454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -11204541.000000 Penalty: 3685.171143
	Iteration 158Q: 3 clusters Score -1.120454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -11204531.000000 Penalty: 3685.171143
	Iteration 159Q: 3 clusters Score -1.120453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -11204534.000000 Penalty: 3685.171143
	Iteration 160F: 3 clusters Score -1.120453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -11204530.000000 Penalty: 3685.171143
	Iteration 161Q: 3 clusters Score -1.120453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -11204535.000000 Penalty: 3685.171143
	Iteration 162Q: 3 clusters Score -1.120454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -11204541.000000 Penalty: 3685.171143
	Iteration 163Q: 3 clusters Score -1.120454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -11204535.000000 Penalty: 3685.171143
	Iteration 164Q: 3 clusters Score -1.120454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -11204521.000000 Penalty: 3685.171143
	Iteration 165Q: 3 clusters Score -1.120452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -11204524.000000 Penalty: 3685.171143
	Iteration 166Q: 3 clusters Score -1.120452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -11204530.000000 Penalty: 3685.171143
	Iteration 167Q: 3 clusters Score -1.120453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -11204525.000000 Penalty: 3685.171143
	Iteration 168Q: 3 clusters Score -1.120452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -11204518.000000 Penalty: 3685.171143
	Iteration 169Q: 3 clusters Score -1.120452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -11204502.000000 Penalty: 3685.171143
	Iteration 170Q: 3 clusters Score -1.12045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -11204520.000000 Penalty: 3685.171143
	Iteration 171Q: 3 clusters Score -1.120452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -11204515.000000 Penalty: 3685.171143
	Iteration 172Q: 3 clusters Score -1.120452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -11204510.000000 Penalty: 3685.171143
	Iteration 173Q: 3 clusters Score -1.120451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -11204507.000000 Penalty: 3685.171143
	Iteration 174Q: 3 clusters Score -1.120451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -11204506.000000 Penalty: 3685.171143
	Iteration 175Q: 3 clusters Score -1.120451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -11204508.000000 Penalty: 3685.171143
	Iteration 176Q: 3 clusters Score -1.120451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -11204497.000000 Penalty: 3685.171143
	Iteration 177Q: 3 clusters Score -1.12045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -11204486.000000 Penalty: 3685.171143
	Iteration 178Q: 3 clusters Score -1.120449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -11204494.000000 Penalty: 3685.171143
	Iteration 179Q: 3 clusters Score -1.120449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -11204504.000000 Penalty: 3685.171143
	Iteration 180F: 3 clusters Score -1.12045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -11204501.000000 Penalty: 3685.171143
	Iteration 181Q: 3 clusters Score -1.12045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -11204490.000000 Penalty: 3685.171143
	Iteration 182Q: 3 clusters Score -1.120449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -11204491.000000 Penalty: 3685.171143
	Iteration 183Q: 3 clusters Score -1.120449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -11204506.000000 Penalty: 3685.171143
	Iteration 184Q: 3 clusters Score -1.120451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -11204485.000000 Penalty: 3685.171143
	Iteration 185Q: 3 clusters Score -1.120448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -11204483.000000 Penalty: 3685.171143
	Iteration 186Q: 3 clusters Score -1.120448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -11204491.000000 Penalty: 3685.171143
	Iteration 187Q: 3 clusters Score -1.120449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -11204474.000000 Penalty: 3685.171143
	Iteration 188Q: 3 clusters Score -1.120447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -11204479.000000 Penalty: 3685.171143
	Iteration 189Q: 3 clusters Score -1.120448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -11204480.000000 Penalty: 3685.171143
	Iteration 190Q: 3 clusters Score -1.120448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -11204485.000000 Penalty: 3685.171143
	Iteration 191Q: 3 clusters Score -1.120448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -11204481.000000 Penalty: 3685.171143
	Iteration 192Q: 3 clusters Score -1.120448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -11204487.000000 Penalty: 3685.171143
	Iteration 193Q: 3 clusters Score -1.120449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -11204491.000000 Penalty: 3685.171143
	Iteration 194Q: 3 clusters Score -1.120449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -11204483.000000 Penalty: 3685.171143
	Iteration 195Q: 3 clusters Score -1.120448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -11204487.000000 Penalty: 3685.171143
	Iteration 196Q: 3 clusters Score -1.120449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -11204491.000000 Penalty: 3685.171143
	Iteration 197Q: 3 clusters Score -1.120449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -11204484.000000 Penalty: 3685.171143
	Iteration 198Q: 3 clusters Score -1.120448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -11204484.000000 Penalty: 3685.171143
	Iteration 199F: 3 clusters Score -1.120448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 73058 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 85308 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 10977 members 
Entering Unmasked Estep 
Score: -85977584.000000 Penalty: 104540.851562
Splitting cluster 29 changes total score from -85976472.000000 to -85977584.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 30 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -580115.562500 Penalty: 1361.152100
	Iteration 0F: 2 clusters Score -580115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -576516.187500 Penalty: 2722.304199
	Iteration 0F: 3 clusters Score -576516.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -577469.812500 Penalty: 2722.304199
	Iteration 1F: 3 clusters Score -577469.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -577636.437500 Penalty: 2722.304199
	Iteration 2F: 3 clusters Score -577636.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -577736.375000 Penalty: 2722.304199
	Iteration 3Q: 3 clusters Score -577736.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -577813.562500 Penalty: 2722.304199
	Iteration 4Q: 3 clusters Score -577813.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -577870.937500 Penalty: 2722.304199
	Iteration 5Q: 3 clusters Score -577870.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -577908.125000 Penalty: 2722.304199
	Iteration 6Q: 3 clusters Score -577908.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -577941.187500 Penalty: 2722.304199
	Iteration 7Q: 3 clusters Score -577941.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -577972.875000 Penalty: 2722.304199
	Iteration 8Q: 3 clusters Score -577972.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -578002.625000 Penalty: 2722.304199
	Iteration 9Q: 3 clusters Score -578002.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -578026.812500 Penalty: 2722.304199
	Iteration 10Q: 3 clusters Score -578026.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -578048.687500 Penalty: 2722.304199
	Iteration 11Q: 3 clusters Score -578048.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578070.437500 Penalty: 2722.304199
	Iteration 12Q: 3 clusters Score -578070.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -578100.250000 Penalty: 2722.304199
	Iteration 13Q: 3 clusters Score -578100.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -578124.937500 Penalty: 2722.304199
	Iteration 14Q: 3 clusters Score -578124.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -578163.687500 Penalty: 2722.304199
	Iteration 15Q: 3 clusters Score -578163.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -578200.375000 Penalty: 2722.304199
	Iteration 16Q: 3 clusters Score -578200.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -578237.750000 Penalty: 2722.304199
	Iteration 17Q: 3 clusters Score -578237.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -578272.312500 Penalty: 2722.304199
	Iteration 18Q: 3 clusters Score -578272.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -578320.875000 Penalty: 2722.304199
	Iteration 19Q: 3 clusters Score -578320.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -578367.625000 Penalty: 2722.304199
	Iteration 20F: 3 clusters Score -578367.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -578419.062500 Penalty: 2722.304199
	Iteration 21Q: 3 clusters Score -578419.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -578466.500000 Penalty: 2722.304199
	Iteration 22Q: 3 clusters Score -578466.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -578512.312500 Penalty: 2722.304199
	Iteration 23Q: 3 clusters Score -578512.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -578551.375000 Penalty: 2722.304199
	Iteration 24Q: 3 clusters Score -578551.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -578590.812500 Penalty: 2722.304199
	Iteration 25Q: 3 clusters Score -578590.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -578643.187500 Penalty: 2722.304199
	Iteration 26Q: 3 clusters Score -578643.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -578695.312500 Penalty: 2722.304199
	Iteration 27Q: 3 clusters Score -578695.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -578720.375000 Penalty: 2722.304199
	Iteration 28Q: 3 clusters Score -578720.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -578740.062500 Penalty: 2722.304199
	Iteration 29Q: 3 clusters Score -578740.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -578756.000000 Penalty: 2722.304199
	Iteration 30Q: 3 clusters Score -578756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -578772.000000 Penalty: 2722.304199
	Iteration 31Q: 3 clusters Score -578772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -578782.687500 Penalty: 2722.304199
	Iteration 32Q: 3 clusters Score -578782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -578788.875000 Penalty: 2722.304199
	Iteration 33Q: 3 clusters Score -578788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -578797.250000 Penalty: 2722.304199
	Iteration 34Q: 3 clusters Score -578797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -578804.437500 Penalty: 2722.304199
	Iteration 35Q: 3 clusters Score -578804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -578814.625000 Penalty: 2722.304199
	Iteration 36Q: 3 clusters Score -578814.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -578828.125000 Penalty: 2722.304199
	Iteration 37Q: 3 clusters Score -578828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -578844.875000 Penalty: 2722.304199
	Iteration 38Q: 3 clusters Score -578844.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -578860.187500 Penalty: 2722.304199
	Iteration 39Q: 3 clusters Score -578860.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -578870.000000 Penalty: 2722.304199
	Iteration 40F: 3 clusters Score -578870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -578877.125000 Penalty: 2722.304199
	Iteration 41Q: 3 clusters Score -578877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -578881.312500 Penalty: 2722.304199
	Iteration 42Q: 3 clusters Score -578881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -578884.062500 Penalty: 2722.304199
	Iteration 43Q: 3 clusters Score -578884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -578884.125000 Penalty: 2722.304199
	Iteration 44Q: 3 clusters Score -578884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -578884.687500 Penalty: 2722.304199
	Iteration 45Q: 3 clusters Score -578884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -578884.687500 Penalty: 2722.304199
	Iteration 46F: 3 clusters Score -578884.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -77232.445312 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -77232.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76062.640625 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -76062.64 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76456.203125 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -76456.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76710.328125 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -76710.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76919.585938 Penalty: 2111.451904
	Iteration 3F: 3 clusters Score -76919.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77079.570312 Penalty: 2111.451904
	Iteration 4F: 3 clusters Score -77079.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77139.281250 Penalty: 2111.451904
	Iteration 5Q: 3 clusters Score -77139.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77170.406250 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -77170.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77187.015625 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -77187.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77195.851562 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -77195.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77199.281250 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -77199.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77200.281250 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -77200.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77200.281250 Penalty: 2111.451904
	Iteration 11F: 3 clusters Score -77200.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -631809.125000 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -631809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -627931.062500 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -627931.1 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -628972.750000 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -628972.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -629139.187500 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -629139.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -629233.687500 Penalty: 2754.549561
	Iteration 3Q: 3 clusters Score -629233.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -629288.812500 Penalty: 2754.549561
	Iteration 4Q: 3 clusters Score -629288.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -629330.875000 Penalty: 2754.549561
	Iteration 5Q: 3 clusters Score -629330.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -629372.875000 Penalty: 2754.549561
	Iteration 6Q: 3 clusters Score -629372.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -629409.812500 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -629409.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -629441.937500 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -629441.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -629461.937500 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -629461.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -629474.875000 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -629474.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -629486.187500 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -629486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -629497.562500 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -629497.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -629510.937500 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -629510.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -629525.750000 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -629525.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -629539.812500 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -629539.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -629552.250000 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -629552.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -629570.312500 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -629570.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -629586.687500 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -629586.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -629611.625000 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -629611.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -629639.750000 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -629639.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -629677.750000 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -629677.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -629723.437500 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -629723.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -629764.625000 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -629764.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -629817.437500 Penalty: 2754.549561
	Iteration 24Q: 3 clusters Score -629817.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -629888.312500 Penalty: 2754.549561
	Iteration 25Q: 3 clusters Score -629888.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -629974.187500 Penalty: 2754.549561
	Iteration 26Q: 3 clusters Score -629974.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -630084.312500 Penalty: 2754.549561
	Iteration 27Q: 3 clusters Score -630084.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -630193.750000 Penalty: 2754.549561
	Iteration 28Q: 3 clusters Score -630193.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -630311.500000 Penalty: 2754.549561
	Iteration 29Q: 3 clusters Score -630311.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -630432.375000 Penalty: 2754.549561
	Iteration 30Q: 3 clusters Score -630432.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -630554.250000 Penalty: 2754.549561
	Iteration 31Q: 3 clusters Score -630554.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -630642.562500 Penalty: 2754.549561
	Iteration 32Q: 3 clusters Score -630642.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -630706.187500 Penalty: 2754.549561
	Iteration 33Q: 3 clusters Score -630706.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -630754.062500 Penalty: 2754.549561
	Iteration 34Q: 3 clusters Score -630754.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -630784.000000 Penalty: 2754.549561
	Iteration 35Q: 3 clusters Score -630784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -630803.000000 Penalty: 2754.549561
	Iteration 36Q: 3 clusters Score -630803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -630812.000000 Penalty: 2754.549561
	Iteration 37Q: 3 clusters Score -630812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -630820.687500 Penalty: 2754.549561
	Iteration 38Q: 3 clusters Score -630820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -630824.000000 Penalty: 2754.549561
	Iteration 39Q: 3 clusters Score -630824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630826.750000 Penalty: 2754.549561
	Iteration 40F: 3 clusters Score -630826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630826.000000 Penalty: 2754.549561
	Iteration 41Q: 3 clusters Score -630826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630827.250000 Penalty: 2754.549561
	Iteration 42Q: 3 clusters Score -630827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -630826.937500 Penalty: 2754.549561
	Iteration 43Q: 3 clusters Score -630826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -630826.937500 Penalty: 2754.549561
	Iteration 44F: 3 clusters Score -630826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -48234.175781 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -48234.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47240.207031 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -47240.21 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47385.187500 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -47385.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47408.917969 Penalty: 1963.855713
	Iteration 2Q: 3 clusters Score -47408.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47427.261719 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -47427.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47429.621094 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -47429.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47431.218750 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -47431.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47433.453125 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -47433.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47433.453125 Penalty: 1963.855713
	Iteration 7F: 3 clusters Score -47433.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -205788.812500 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -205788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204175.765625 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -204175.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -204561.796875 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -204561.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204763.187500 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -204763.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204928.671875 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -204928.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -205065.718750 Penalty: 2347.096680
	Iteration 4F: 3 clusters Score -205065.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -205183.218750 Penalty: 2347.096680
	Iteration 5F: 3 clusters Score -205183.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -205310.828125 Penalty: 2347.096680
	Iteration 6F: 3 clusters Score -205310.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -205395.343750 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -205395.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -205430.109375 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -205430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -205442.984375 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -205443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -205449.500000 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -205449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -205451.218750 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -205451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -205453.937500 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -205453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -205455.234375 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -205455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -205456.078125 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -205456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -205459.015625 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -205459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -205459.781250 Penalty: 2347.096680
	Iteration 16Q: 3 clusters Score -205459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205462.875000 Penalty: 2347.096680
	Iteration 17Q: 3 clusters Score -205462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -205464.296875 Penalty: 2347.096680
	Iteration 18Q: 3 clusters Score -205464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -205465.562500 Penalty: 2347.096680
	Iteration 19Q: 3 clusters Score -205465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -205469.312500 Penalty: 2347.096680
	Iteration 20F: 3 clusters Score -205469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -205470.937500 Penalty: 2347.096680
	Iteration 21Q: 3 clusters Score -205470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -205470.937500 Penalty: 2347.096680
	Iteration 22F: 3 clusters Score -205470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -48894.062500 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -48894.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47903.945312 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -47903.95 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48152.828125 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -48152.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48300.074219 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -48300.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48456.664062 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -48456.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48543.835938 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -48543.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48614.273438 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -48614.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48644.839844 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -48644.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48730.523438 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -48730.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48757.714844 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -48757.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48803.894531 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -48803.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48823.292969 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -48823.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48855.066406 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -48855.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48878.617188 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -48878.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48890.917969 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -48890.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48899.257812 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -48899.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48907.253906 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -48907.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48922.675781 Penalty: 2033.741943
	Iteration 16Q: 3 clusters Score -48922.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48936.167969 Penalty: 2033.741943
	Iteration 17Q: 3 clusters Score -48936.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48937.332031 Penalty: 2033.741943
	Iteration 18Q: 3 clusters Score -48937.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48939.011719 Penalty: 2033.741943
	Iteration 19F: 3 clusters Score -48939.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48947.105469 Penalty: 2033.741943
	Iteration 20F: 3 clusters Score -48947.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48949.539062 Penalty: 2033.741943
	Iteration 21Q: 3 clusters Score -48949.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48952.421875 Penalty: 2033.741943
	Iteration 22Q: 3 clusters Score -48952.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48958.457031 Penalty: 2033.741943
	Iteration 23Q: 3 clusters Score -48958.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48959.835938 Penalty: 2033.741943
	Iteration 24Q: 3 clusters Score -48959.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48959.835938 Penalty: 2033.741943
	Iteration 25F: 3 clusters Score -48959.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 73058 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 208 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 85308 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 10977 members 
Mstep: Class 49 contains 314 members 
Entering Unmasked Estep 
Score: -85976504.000000 Penalty: 106718.789062
Splitting cluster 35 changes total score from -85976472.000000 to -85976504.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 36 (46507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Entering Unmasked Estep 
Score: -6170303.000000 Penalty: 1746.445679
	Iteration 0F: 2 clusters Score -6170303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6139360.500000 Penalty: 3492.891357
	Iteration 0F: 3 clusters Score -6139360 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6152187.000000 Penalty: 3492.891357
	Iteration 1F: 3 clusters Score -6152187 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6153313.500000 Penalty: 3492.891357
	Iteration 2F: 3 clusters Score -6153314 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6154845.000000 Penalty: 3492.891357
	Iteration 3F: 3 clusters Score -6154845 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6156953.500000 Penalty: 3492.891357
	Iteration 4F: 3 clusters Score -6156954 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6159487.000000 Penalty: 3492.891357
	Iteration 5F: 3 clusters Score -6159487 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -6161689.500000 Penalty: 3492.891357
	Iteration 6F: 3 clusters Score -6161690 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -6163135.000000 Penalty: 3492.891357
	Iteration 7F: 3 clusters Score -6163135 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6163885.000000 Penalty: 3492.891357
	Iteration 8Q: 3 clusters Score -6163885 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6164245.000000 Penalty: 3492.891357
	Iteration 9Q: 3 clusters Score -6164245 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -6164469.500000 Penalty: 3492.891357
	Iteration 10Q: 3 clusters Score -6164470 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6164646.000000 Penalty: 3492.891357
	Iteration 11Q: 3 clusters Score -6164646 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6164801.500000 Penalty: 3492.891357
	Iteration 12Q: 3 clusters Score -6164802 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6164912.500000 Penalty: 3492.891357
	Iteration 13Q: 3 clusters Score -6164912 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -6165033.500000 Penalty: 3492.891357
	Iteration 14Q: 3 clusters Score -6165034 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -6165207.000000 Penalty: 3492.891357
	Iteration 15Q: 3 clusters Score -6165207 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -6165329.000000 Penalty: 3492.891357
	Iteration 16Q: 3 clusters Score -6165329 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6165457.000000 Penalty: 3492.891357
	Iteration 17Q: 3 clusters Score -6165457 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -6165611.000000 Penalty: 3492.891357
	Iteration 18Q: 3 clusters Score -6165611 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -6165767.500000 Penalty: 3492.891357
	Iteration 19Q: 3 clusters Score -6165768 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -6165884.500000 Penalty: 3492.891357
	Iteration 20F: 3 clusters Score -6165884 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -6166018.000000 Penalty: 3492.891357
	Iteration 21Q: 3 clusters Score -6166018 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -6166193.000000 Penalty: 3492.891357
	Iteration 22Q: 3 clusters Score -6166193 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6166358.000000 Penalty: 3492.891357
	Iteration 23Q: 3 clusters Score -6166358 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -6166515.000000 Penalty: 3492.891357
	Iteration 24Q: 3 clusters Score -6166515 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -6166666.000000 Penalty: 3492.891357
	Iteration 25Q: 3 clusters Score -6166666 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -6166814.500000 Penalty: 3492.891357
	Iteration 26Q: 3 clusters Score -6166814 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -6167004.000000 Penalty: 3492.891357
	Iteration 27Q: 3 clusters Score -6167004 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -6167169.000000 Penalty: 3492.891357
	Iteration 28Q: 3 clusters Score -6167169 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -6167339.500000 Penalty: 3492.891357
	Iteration 29Q: 3 clusters Score -6167340 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -6167471.500000 Penalty: 3492.891357
	Iteration 30Q: 3 clusters Score -6167472 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -6167647.500000 Penalty: 3492.891357
	Iteration 31Q: 3 clusters Score -6167648 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -6167799.000000 Penalty: 3492.891357
	Iteration 32Q: 3 clusters Score -6167799 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -6167984.000000 Penalty: 3492.891357
	Iteration 33Q: 3 clusters Score -6167984 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -6168153.000000 Penalty: 3492.891357
	Iteration 34Q: 3 clusters Score -6168153 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6168320.000000 Penalty: 3492.891357
	Iteration 35Q: 3 clusters Score -6168320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -6168463.000000 Penalty: 3492.891357
	Iteration 36Q: 3 clusters Score -6168463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6168568.000000 Penalty: 3492.891357
	Iteration 37Q: 3 clusters Score -6168568 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6168656.500000 Penalty: 3492.891357
	Iteration 38Q: 3 clusters Score -6168656 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -6168731.000000 Penalty: 3492.891357
	Iteration 39Q: 3 clusters Score -6168731 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6168780.500000 Penalty: 3492.891357
	Iteration 40F: 3 clusters Score -6168780 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6168848.500000 Penalty: 3492.891357
	Iteration 41Q: 3 clusters Score -6168848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6168892.000000 Penalty: 3492.891357
	Iteration 42Q: 3 clusters Score -6168892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -6168940.000000 Penalty: 3492.891357
	Iteration 43Q: 3 clusters Score -6168940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -6168954.500000 Penalty: 3492.891357
	Iteration 44Q: 3 clusters Score -6168954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -6168979.000000 Penalty: 3492.891357
	Iteration 45Q: 3 clusters Score -6168979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -6169014.500000 Penalty: 3492.891357
	Iteration 46Q: 3 clusters Score -6169014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -6169024.500000 Penalty: 3492.891357
	Iteration 47Q: 3 clusters Score -6169024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6169033.000000 Penalty: 3492.891357
	Iteration 48Q: 3 clusters Score -6169033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6169037.000000 Penalty: 3492.891357
	Iteration 49Q: 3 clusters Score -6169037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6169057.000000 Penalty: 3492.891357
	Iteration 50Q: 3 clusters Score -6169057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6169063.000000 Penalty: 3492.891357
	Iteration 51Q: 3 clusters Score -6169063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -6169074.000000 Penalty: 3492.891357
	Iteration 52Q: 3 clusters Score -6169074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6169107.000000 Penalty: 3492.891357
	Iteration 53Q: 3 clusters Score -6169107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -6169101.500000 Penalty: 3492.891357
	Iteration 54Q: 3 clusters Score -6169102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -6169110.500000 Penalty: 3492.891357
	Iteration 55Q: 3 clusters Score -6169110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -6169117.000000 Penalty: 3492.891357
	Iteration 56Q: 3 clusters Score -6169117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -6169120.500000 Penalty: 3492.891357
	Iteration 57Q: 3 clusters Score -6169120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6169129.500000 Penalty: 3492.891357
	Iteration 58Q: 3 clusters Score -6169130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -6169139.500000 Penalty: 3492.891357
	Iteration 59Q: 3 clusters Score -6169140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -6169142.500000 Penalty: 3492.891357
	Iteration 60F: 3 clusters Score -6169142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6169142.500000 Penalty: 3492.891357
	Iteration 61Q: 3 clusters Score -6169142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -6169147.500000 Penalty: 3492.891357
	Iteration 62Q: 3 clusters Score -6169148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6169139.500000 Penalty: 3492.891357
	Iteration 63Q: 3 clusters Score -6169140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -6169146.500000 Penalty: 3492.891357
	Iteration 64Q: 3 clusters Score -6169146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6169151.500000 Penalty: 3492.891357
	Iteration 65Q: 3 clusters Score -6169152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6169148.500000 Penalty: 3492.891357
	Iteration 66Q: 3 clusters Score -6169148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6169150.000000 Penalty: 3492.891357
	Iteration 67Q: 3 clusters Score -6169150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -6169148.000000 Penalty: 3492.891357
	Iteration 68Q: 3 clusters Score -6169148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6169141.000000 Penalty: 3492.891357
	Iteration 69Q: 3 clusters Score -6169141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -6169148.500000 Penalty: 3492.891357
	Iteration 70Q: 3 clusters Score -6169148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6169145.500000 Penalty: 3492.891357
	Iteration 71Q: 3 clusters Score -6169146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -6169151.500000 Penalty: 3492.891357
	Iteration 72Q: 3 clusters Score -6169152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -6169164.000000 Penalty: 3492.891357
	Iteration 73Q: 3 clusters Score -6169164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6169165.500000 Penalty: 3492.891357
	Iteration 74Q: 3 clusters Score -6169166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6169174.500000 Penalty: 3492.891357
	Iteration 75Q: 3 clusters Score -6169174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6169174.000000 Penalty: 3492.891357
	Iteration 76Q: 3 clusters Score -6169174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -6169179.000000 Penalty: 3492.891357
	Iteration 77Q: 3 clusters Score -6169179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -6169175.500000 Penalty: 3492.891357
	Iteration 78Q: 3 clusters Score -6169176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -6169175.500000 Penalty: 3492.891357
	Iteration 79F: 3 clusters Score -6169176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (50551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Entering Unmasked Estep 
Score: -6740324.500000 Penalty: 1759.994995
	Iteration 0F: 2 clusters Score -6740324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6707346.000000 Penalty: 3519.989990
	Iteration 0F: 3 clusters Score -6707346 nChanged 23659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6720948.500000 Penalty: 3519.989990
	Iteration 1F: 3 clusters Score -6720948 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -6721590.000000 Penalty: 3519.989990
	Iteration 2Q: 3 clusters Score -6721590 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -6722472.000000 Penalty: 3519.989990
	Iteration 3Q: 3 clusters Score -6722472 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -6723841.000000 Penalty: 3519.989990
	Iteration 4F: 3 clusters Score -6723841 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -6726095.500000 Penalty: 3519.989990
	Iteration 5F: 3 clusters Score -6726096 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6729146.000000 Penalty: 3519.989990
	Iteration 6F: 3 clusters Score -6729146 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -6732304.500000 Penalty: 3519.989990
	Iteration 7F: 3 clusters Score -6732304 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -6734747.500000 Penalty: 3519.989990
	Iteration 8F: 3 clusters Score -6734748 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -6736107.000000 Penalty: 3519.989990
	Iteration 9Q: 3 clusters Score -6736107 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -6736836.000000 Penalty: 3519.989990
	Iteration 10Q: 3 clusters Score -6736836 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -6737258.500000 Penalty: 3519.989990
	Iteration 11Q: 3 clusters Score -6737258 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6737530.000000 Penalty: 3519.989990
	Iteration 12Q: 3 clusters Score -6737530 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6737788.500000 Penalty: 3519.989990
	Iteration 13Q: 3 clusters Score -6737788 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6738024.500000 Penalty: 3519.989990
	Iteration 14Q: 3 clusters Score -6738024 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6738221.500000 Penalty: 3519.989990
	Iteration 15Q: 3 clusters Score -6738222 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6738380.000000 Penalty: 3519.989990
	Iteration 16Q: 3 clusters Score -6738380 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6738473.000000 Penalty: 3519.989990
	Iteration 17Q: 3 clusters Score -6738473 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6738595.500000 Penalty: 3519.989990
	Iteration 18Q: 3 clusters Score -6738596 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6738703.500000 Penalty: 3519.989990
	Iteration 19Q: 3 clusters Score -6738704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6738762.500000 Penalty: 3519.989990
	Iteration 20F: 3 clusters Score -6738762 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6738786.000000 Penalty: 3519.989990
	Iteration 21Q: 3 clusters Score -6738786 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6738830.500000 Penalty: 3519.989990
	Iteration 22Q: 3 clusters Score -6738830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6738849.000000 Penalty: 3519.989990
	Iteration 23Q: 3 clusters Score -6738849 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6738861.500000 Penalty: 3519.989990
	Iteration 24Q: 3 clusters Score -6738862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6738877.500000 Penalty: 3519.989990
	Iteration 25Q: 3 clusters Score -6738878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6738879.500000 Penalty: 3519.989990
	Iteration 26Q: 3 clusters Score -6738880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6738890.000000 Penalty: 3519.989990
	Iteration 27Q: 3 clusters Score -6738890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6738917.500000 Penalty: 3519.989990
	Iteration 28Q: 3 clusters Score -6738918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6738920.500000 Penalty: 3519.989990
	Iteration 29Q: 3 clusters Score -6738920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6738926.000000 Penalty: 3519.989990
	Iteration 30Q: 3 clusters Score -6738926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6738936.500000 Penalty: 3519.989990
	Iteration 31Q: 3 clusters Score -6738936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6738942.000000 Penalty: 3519.989990
	Iteration 32Q: 3 clusters Score -6738942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6738948.000000 Penalty: 3519.989990
	Iteration 33Q: 3 clusters Score -6738948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6738959.000000 Penalty: 3519.989990
	Iteration 34Q: 3 clusters Score -6738959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6738967.500000 Penalty: 3519.989990
	Iteration 35Q: 3 clusters Score -6738968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6738974.000000 Penalty: 3519.989990
	Iteration 36Q: 3 clusters Score -6738974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6738977.500000 Penalty: 3519.989990
	Iteration 37Q: 3 clusters Score -6738978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6738973.000000 Penalty: 3519.989990
	Iteration 38Q: 3 clusters Score -6738973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6738974.000000 Penalty: 3519.989990
	Iteration 39Q: 3 clusters Score -6738974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6738982.500000 Penalty: 3519.989990
	Iteration 40F: 3 clusters Score -6738982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6738980.500000 Penalty: 3519.989990
	Iteration 41Q: 3 clusters Score -6738980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6738984.000000 Penalty: 3519.989990
	Iteration 42Q: 3 clusters Score -6738984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6738984.000000 Penalty: 3519.989990
	Iteration 43F: 3 clusters Score -6738984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Entering Unmasked Estep 
Score: -11380057.000000 Penalty: 1845.028931
	Iteration 0F: 2 clusters Score -1.138006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -11329730.000000 Penalty: 3690.057861
	Iteration 0F: 3 clusters Score -1.132973e+07 nChanged 40398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -11353430.000000 Penalty: 3690.057861
	Iteration 1F: 3 clusters Score -1.135343e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -11354995.000000 Penalty: 3690.057861
	Iteration 2Q: 3 clusters Score -1.1355e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -11356817.000000 Penalty: 3690.057861
	Iteration 3Q: 3 clusters Score -1.135682e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -11359327.000000 Penalty: 3690.057861
	Iteration 4F: 3 clusters Score -1.135933e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -11363105.000000 Penalty: 3690.057861
	Iteration 5F: 3 clusters Score -1.13631e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -11368670.000000 Penalty: 3690.057861
	Iteration 6F: 3 clusters Score -1.136867e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -11375368.000000 Penalty: 3690.057861
	Iteration 7F: 3 clusters Score -1.137537e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -11379139.000000 Penalty: 3690.057861
	Iteration 8F: 3 clusters Score -1.137914e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -11380351.000000 Penalty: 3690.057861
	Iteration 9Q: 3 clusters Score -1.138035e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11380875.000000 Penalty: 3690.057861
	Iteration 10Q: 3 clusters Score -1.138088e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -11381177.000000 Penalty: 3690.057861
	Iteration 11Q: 3 clusters Score -1.138118e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -11381503.000000 Penalty: 3690.057861
	Iteration 12Q: 3 clusters Score -1.13815e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -11381685.000000 Penalty: 3690.057861
	Iteration 13Q: 3 clusters Score -1.138168e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -11381862.000000 Penalty: 3690.057861
	Iteration 14Q: 3 clusters Score -1.138186e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11382003.000000 Penalty: 3690.057861
	Iteration 15Q: 3 clusters Score -1.1382e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -11381994.000000 Penalty: 3690.057861
	Iteration 16Q: 3 clusters Score -1.138199e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -11382112.000000 Penalty: 3690.057861
	Iteration 17Q: 3 clusters Score -1.138211e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -11382111.000000 Penalty: 3690.057861
	Iteration 18Q: 3 clusters Score -1.138211e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -11382128.000000 Penalty: 3690.057861
	Iteration 19Q: 3 clusters Score -1.138213e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -11382145.000000 Penalty: 3690.057861
	Iteration 20F: 3 clusters Score -1.138214e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -11382214.000000 Penalty: 3690.057861
	Iteration 21Q: 3 clusters Score -1.138221e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -11382248.000000 Penalty: 3690.057861
	Iteration 22Q: 3 clusters Score -1.138225e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -11382229.000000 Penalty: 3690.057861
	Iteration 23Q: 3 clusters Score -1.138223e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -11382220.000000 Penalty: 3690.057861
	Iteration 24Q: 3 clusters Score -1.138222e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -11382177.000000 Penalty: 3690.057861
	Iteration 25Q: 3 clusters Score -1.138218e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -11382162.000000 Penalty: 3690.057861
	Iteration 26Q: 3 clusters Score -1.138216e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -11382203.000000 Penalty: 3690.057861
	Iteration 27Q: 3 clusters Score -1.13822e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -11382229.000000 Penalty: 3690.057861
	Iteration 28Q: 3 clusters Score -1.138223e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -11382336.000000 Penalty: 3690.057861
	Iteration 29Q: 3 clusters Score -1.138234e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -11382397.000000 Penalty: 3690.057861
	Iteration 30Q: 3 clusters Score -1.13824e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -11382496.000000 Penalty: 3690.057861
	Iteration 31Q: 3 clusters Score -1.13825e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -11382497.000000 Penalty: 3690.057861
	Iteration 32Q: 3 clusters Score -1.13825e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -11382465.000000 Penalty: 3690.057861
	Iteration 33Q: 3 clusters Score -1.138246e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -11382509.000000 Penalty: 3690.057861
	Iteration 34Q: 3 clusters Score -1.138251e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -11382526.000000 Penalty: 3690.057861
	Iteration 35Q: 3 clusters Score -1.138253e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -11382514.000000 Penalty: 3690.057861
	Iteration 36Q: 3 clusters Score -1.138251e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -11382533.000000 Penalty: 3690.057861
	Iteration 37Q: 3 clusters Score -1.138253e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -11382554.000000 Penalty: 3690.057861
	Iteration 38Q: 3 clusters Score -1.138255e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -11382548.000000 Penalty: 3690.057861
	Iteration 39Q: 3 clusters Score -1.138255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -11382546.000000 Penalty: 3690.057861
	Iteration 40F: 3 clusters Score -1.138255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -11382541.000000 Penalty: 3690.057861
	Iteration 41Q: 3 clusters Score -1.138254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -11382533.000000 Penalty: 3690.057861
	Iteration 42Q: 3 clusters Score -1.138253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -11382532.000000 Penalty: 3690.057861
	Iteration 43Q: 3 clusters Score -1.138253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -11382542.000000 Penalty: 3690.057861
	Iteration 44Q: 3 clusters Score -1.138254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -11382539.000000 Penalty: 3690.057861
	Iteration 45Q: 3 clusters Score -1.138254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -11382530.000000 Penalty: 3690.057861
	Iteration 46Q: 3 clusters Score -1.138253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -11382526.000000 Penalty: 3690.057861
	Iteration 47Q: 3 clusters Score -1.138253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -11382525.000000 Penalty: 3690.057861
	Iteration 48Q: 3 clusters Score -1.138252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -11382527.000000 Penalty: 3690.057861
	Iteration 49Q: 3 clusters Score -1.138253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -11382527.000000 Penalty: 3690.057861
	Iteration 50F: 3 clusters Score -1.138253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 73058 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 208 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 23009 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Mstep: Class 48 contains 10977 members 
Mstep: Class 49 contains 314 members 
Mstep: Class 50 contains 62299 members 
Entering Unmasked Estep 
Score: -85978656.000000 Penalty: 108896.726562
Splitting cluster 38 changes total score from -85976472.000000 to -85978656.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106537.718750 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106537.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106766.390625 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106766.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106813.390625 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106842.429688 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106857.656250 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106870.960938 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106880.093750 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106884.195312 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -106884.609375 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106886.109375 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -106886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106886.109375 Penalty: 2124.424805
	Iteration 10F: 3 clusters Score -106886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -8771.878906 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -8771.879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8200.396484 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -8200.396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8323.574219 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -8323.574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8433.150391 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -8433.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8470.971680 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -8470.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8476.111328 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -8476.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8483.143555 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -8483.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8483.143555 Penalty: 1737.809937
	Iteration 6F: 3 clusters Score -8483.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -97278.335938 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -97278.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96007.812500 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -96007.81 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96270.523438 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -96270.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96355.921875 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -96355.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96412.296875 Penalty: 2168.821777
	Iteration 3Q: 3 clusters Score -96412.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96473.070312 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -96473.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96510.226562 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -96510.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96532.804688 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -96532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96545.429688 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -96545.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96553.335938 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -96553.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96560.804688 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -96560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96571.921875 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -96571.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96577.468750 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -96577.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96580.460938 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -96580.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96581.882812 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -96581.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96581.882812 Penalty: 2168.821777
	Iteration 14F: 3 clusters Score -96581.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Entering Unmasked Estep 
Score: -2260822.750000 Penalty: 1586.415527
	Iteration 0F: 2 clusters Score -2260823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2248829.000000 Penalty: 3172.831055
	Iteration 0F: 3 clusters Score -2248829 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2253247.500000 Penalty: 3172.831055
	Iteration 1F: 3 clusters Score -2253248 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2253774.000000 Penalty: 3172.831055
	Iteration 2F: 3 clusters Score -2253774 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2254289.000000 Penalty: 3172.831055
	Iteration 3F: 3 clusters Score -2254289 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2254903.000000 Penalty: 3172.831055
	Iteration 4F: 3 clusters Score -2254903 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2255616.500000 Penalty: 3172.831055
	Iteration 5F: 3 clusters Score -2255616 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2256439.250000 Penalty: 3172.831055
	Iteration 6F: 3 clusters Score -2256439 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2257301.000000 Penalty: 3172.831055
	Iteration 7F: 3 clusters Score -2257301 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2257993.000000 Penalty: 3172.831055
	Iteration 8Q: 3 clusters Score -2257993 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2258372.250000 Penalty: 3172.831055
	Iteration 9Q: 3 clusters Score -2258372 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2258585.000000 Penalty: 3172.831055
	Iteration 10Q: 3 clusters Score -2258585 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2258711.500000 Penalty: 3172.831055
	Iteration 11Q: 3 clusters Score -2258712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2258800.000000 Penalty: 3172.831055
	Iteration 12Q: 3 clusters Score -2258800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2258856.250000 Penalty: 3172.831055
	Iteration 13Q: 3 clusters Score -2258856 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2258906.000000 Penalty: 3172.831055
	Iteration 14Q: 3 clusters Score -2258906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2258942.500000 Penalty: 3172.831055
	Iteration 15Q: 3 clusters Score -2258942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2258976.250000 Penalty: 3172.831055
	Iteration 16Q: 3 clusters Score -2258976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2259015.000000 Penalty: 3172.831055
	Iteration 17Q: 3 clusters Score -2259015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2259050.000000 Penalty: 3172.831055
	Iteration 18Q: 3 clusters Score -2259050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2259086.250000 Penalty: 3172.831055
	Iteration 19Q: 3 clusters Score -2259086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2259111.500000 Penalty: 3172.831055
	Iteration 20F: 3 clusters Score -2259112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2259137.000000 Penalty: 3172.831055
	Iteration 21Q: 3 clusters Score -2259137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2259169.500000 Penalty: 3172.831055
	Iteration 22Q: 3 clusters Score -2259170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2259186.000000 Penalty: 3172.831055
	Iteration 23Q: 3 clusters Score -2259186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2259209.000000 Penalty: 3172.831055
	Iteration 24Q: 3 clusters Score -2259209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2259242.500000 Penalty: 3172.831055
	Iteration 25Q: 3 clusters Score -2259242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2259258.500000 Penalty: 3172.831055
	Iteration 26Q: 3 clusters Score -2259258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2259272.250000 Penalty: 3172.831055
	Iteration 27Q: 3 clusters Score -2259272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2259283.000000 Penalty: 3172.831055
	Iteration 28Q: 3 clusters Score -2259283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2259297.500000 Penalty: 3172.831055
	Iteration 29Q: 3 clusters Score -2259298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2259305.000000 Penalty: 3172.831055
	Iteration 30Q: 3 clusters Score -2259305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2259310.750000 Penalty: 3172.831055
	Iteration 31Q: 3 clusters Score -2259311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2259325.250000 Penalty: 3172.831055
	Iteration 32Q: 3 clusters Score -2259325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2259327.250000 Penalty: 3172.831055
	Iteration 33Q: 3 clusters Score -2259327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2259337.500000 Penalty: 3172.831055
	Iteration 34Q: 3 clusters Score -2259338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2259336.750000 Penalty: 3172.831055
	Iteration 35Q: 3 clusters Score -2259337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2259339.250000 Penalty: 3172.831055
	Iteration 36Q: 3 clusters Score -2259339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2259344.250000 Penalty: 3172.831055
	Iteration 37Q: 3 clusters Score -2259344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2259351.750000 Penalty: 3172.831055
	Iteration 38Q: 3 clusters Score -2259352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2259358.500000 Penalty: 3172.831055
	Iteration 39Q: 3 clusters Score -2259358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2259364.750000 Penalty: 3172.831055
	Iteration 40F: 3 clusters Score -2259365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2259372.500000 Penalty: 3172.831055
	Iteration 41Q: 3 clusters Score -2259372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2259390.000000 Penalty: 3172.831055
	Iteration 42Q: 3 clusters Score -2259390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2259392.000000 Penalty: 3172.831055
	Iteration 43Q: 3 clusters Score -2259392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2259393.250000 Penalty: 3172.831055
	Iteration 44Q: 3 clusters Score -2259393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2259400.750000 Penalty: 3172.831055
	Iteration 45Q: 3 clusters Score -2259401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2259411.000000 Penalty: 3172.831055
	Iteration 46Q: 3 clusters Score -2259411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2259414.250000 Penalty: 3172.831055
	Iteration 47Q: 3 clusters Score -2259414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2259416.500000 Penalty: 3172.831055
	Iteration 48Q: 3 clusters Score -2259416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2259420.500000 Penalty: 3172.831055
	Iteration 49Q: 3 clusters Score -2259420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2259427.500000 Penalty: 3172.831055
	Iteration 50Q: 3 clusters Score -2259428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2259431.750000 Penalty: 3172.831055
	Iteration 51Q: 3 clusters Score -2259432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2259439.250000 Penalty: 3172.831055
	Iteration 52Q: 3 clusters Score -2259439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2259444.750000 Penalty: 3172.831055
	Iteration 53Q: 3 clusters Score -2259445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2259444.250000 Penalty: 3172.831055
	Iteration 54Q: 3 clusters Score -2259444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2259455.250000 Penalty: 3172.831055
	Iteration 55Q: 3 clusters Score -2259455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2259457.250000 Penalty: 3172.831055
	Iteration 56Q: 3 clusters Score -2259457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2259468.750000 Penalty: 3172.831055
	Iteration 57Q: 3 clusters Score -2259469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2259470.250000 Penalty: 3172.831055
	Iteration 58Q: 3 clusters Score -2259470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2259483.500000 Penalty: 3172.831055
	Iteration 59Q: 3 clusters Score -2259484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2259480.000000 Penalty: 3172.831055
	Iteration 60F: 3 clusters Score -2259480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2259487.750000 Penalty: 3172.831055
	Iteration 61Q: 3 clusters Score -2259488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2259491.250000 Penalty: 3172.831055
	Iteration 62Q: 3 clusters Score -2259491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2259499.000000 Penalty: 3172.831055
	Iteration 63Q: 3 clusters Score -2259499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2259503.500000 Penalty: 3172.831055
	Iteration 64Q: 3 clusters Score -2259504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2259503.750000 Penalty: 3172.831055
	Iteration 65Q: 3 clusters Score -2259504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2259508.250000 Penalty: 3172.831055
	Iteration 66Q: 3 clusters Score -2259508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2259508.250000 Penalty: 3172.831055
	Iteration 67F: 3 clusters Score -2259508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17853.679688 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -17853.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17084.298828 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -17084.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17298.898438 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -17298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17386.660156 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -17386.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17457.972656 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -17457.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17566.970703 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -17566.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17598.679688 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -17598.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17610.490234 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -17610.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17640.923828 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -17640.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17653.037109 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -17653.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17656.916016 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -17656.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17659.546875 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -17659.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17659.546875 Penalty: 1864.385986
	Iteration 11F: 3 clusters Score -17659.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -33957.601562 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -33957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33032.449219 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33032.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33228.746094 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33228.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33329.546875 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33329.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33435.488281 Penalty: 1928.840576
	Iteration 3F: 3 clusters Score -33435.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33492.089844 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33492.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33535.992188 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33535.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33581.179688 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33581.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33625.207031 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -33625.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33656.488281 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -33656.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33664.601562 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -33664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33667.507812 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -33667.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33677.644531 Penalty: 1928.840576
	Iteration 11F: 3 clusters Score -33677.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33711.375000 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -33711.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33723.121094 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -33723.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33727.250000 Penalty: 1928.840576
	Iteration 14Q: 3 clusters Score -33727.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33727.250000 Penalty: 1928.840576
	Iteration 15F: 3 clusters Score -33727.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51657.250000 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -51657.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50610.738281 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -50610.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50731.578125 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -50731.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50797.148438 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -50797.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50823.968750 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -50823.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50830.046875 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -50830.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50831.410156 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -50831.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50835.855469 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -50835.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50836.531250 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -50836.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50836.531250 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -50836.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -102650.210938 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -102650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101410.125000 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -101410.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101682.648438 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -101682.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -101801.085938 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -101801.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -101875.593750 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -101875.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101923.484375 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -101923.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101940.921875 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -101940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101953.718750 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -101953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101962.710938 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -101962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -101967.960938 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -101968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -101971.015625 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -101971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101971.289062 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -101971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101971.289062 Penalty: 2150.656006
	Iteration 11F: 3 clusters Score -101971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (44526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Entering Unmasked Estep 
Score: -5918882.500000 Penalty: 1739.372192
	Iteration 0F: 2 clusters Score -5918882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5889194.500000 Penalty: 3478.744385
	Iteration 0F: 3 clusters Score -5889194 nChanged 20662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5900609.500000 Penalty: 3478.744385
	Iteration 1F: 3 clusters Score -5900610 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5901027.500000 Penalty: 3478.744385
	Iteration 2Q: 3 clusters Score -5901028 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5901533.000000 Penalty: 3478.744385
	Iteration 3Q: 3 clusters Score -5901533 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5902200.500000 Penalty: 3478.744385
	Iteration 4Q: 3 clusters Score -5902200 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5903251.500000 Penalty: 3478.744385
	Iteration 5Q: 3 clusters Score -5903252 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5904931.000000 Penalty: 3478.744385
	Iteration 6F: 3 clusters Score -5904931 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -5907645.500000 Penalty: 3478.744385
	Iteration 7F: 3 clusters Score -5907646 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5911121.000000 Penalty: 3478.744385
	Iteration 8F: 3 clusters Score -5911121 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5914221.500000 Penalty: 3478.744385
	Iteration 9F: 3 clusters Score -5914222 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -5916090.500000 Penalty: 3478.744385
	Iteration 10Q: 3 clusters Score -5916090 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5916847.500000 Penalty: 3478.744385
	Iteration 11Q: 3 clusters Score -5916848 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5917134.000000 Penalty: 3478.744385
	Iteration 12Q: 3 clusters Score -5917134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5917231.000000 Penalty: 3478.744385
	Iteration 13Q: 3 clusters Score -5917231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5917260.500000 Penalty: 3478.744385
	Iteration 14Q: 3 clusters Score -5917260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5917292.500000 Penalty: 3478.744385
	Iteration 15Q: 3 clusters Score -5917292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5917301.500000 Penalty: 3478.744385
	Iteration 16Q: 3 clusters Score -5917302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5917316.500000 Penalty: 3478.744385
	Iteration 17Q: 3 clusters Score -5917316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5917324.000000 Penalty: 3478.744385
	Iteration 18Q: 3 clusters Score -5917324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5917326.000000 Penalty: 3478.744385
	Iteration 19Q: 3 clusters Score -5917326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5917326.000000 Penalty: 3478.744385
	Iteration 20F: 3 clusters Score -5917326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 64178 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 73058 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 208 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 50551 members 
Mstep: Class 38 contains 23009 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17371 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980576.000000 Penalty: 108896.726562
Iteration 199Q: 51 clusters Score -8.598058e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 42404 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 50558 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 43878 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 64254 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17375 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 73080 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 212 members 
Mstep: Class 36 contains 46614 members 
Mstep: Class 37 contains 50247 members 
Mstep: Class 38 contains 23785 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17364 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44743 members 
Mstep: Class 48 contains 10625 members 
Mstep: Class 49 contains 314 members 
Mstep: Class 50 contains 60852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982464.000000 Penalty: 108896.726562
Iteration 200F: 51 clusters Score -8.598246e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 15085 members 
Mstep: Class 11 contains 26240 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 41956 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50485 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 44137 members 
Mstep: Class 20 contains 13571 members 
Mstep: Class 21 contains 64303 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17291 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 73010 members 
Mstep: Class 30 contains 4255 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 4868 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 220 members 
Mstep: Class 36 contains 46568 members 
Mstep: Class 37 contains 49852 members 
Mstep: Class 38 contains 24057 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17301 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44651 members 
Mstep: Class 48 contains 10655 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 61687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983376.000000 Penalty: 108896.726562
Iteration 201Q: 51 clusters Score -8.598338e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 15062 members 
Mstep: Class 11 contains 26194 members 
Mstep: Class 12 contains 468 members 
Mstep: Class 13 contains 41489 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 50353 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44232 members 
Mstep: Class 20 contains 13581 members 
Mstep: Class 21 contains 64325 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17225 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72883 members 
Mstep: Class 30 contains 4215 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4921 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 46560 members 
Mstep: Class 37 contains 49588 members 
Mstep: Class 38 contains 24343 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 210 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17270 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44596 members 
Mstep: Class 48 contains 10634 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 62515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984224.000000 Penalty: 108896.726562
Iteration 202Q: 51 clusters Score -8.598422e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 15047 members 
Mstep: Class 11 contains 26163 members 
Mstep: Class 12 contains 468 members 
Mstep: Class 13 contains 40996 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 50186 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 44235 members 
Mstep: Class 20 contains 13595 members 
Mstep: Class 21 contains 64328 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17166 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 72748 members 
Mstep: Class 30 contains 4181 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4966 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 46516 members 
Mstep: Class 37 contains 49345 members 
Mstep: Class 38 contains 24691 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17240 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44589 members 
Mstep: Class 48 contains 10586 members 
Mstep: Class 49 contains 343 members 
Mstep: Class 50 contains 63419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985224.000000 Penalty: 108896.726562
Iteration 203Q: 51 clusters Score -8.598522e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 26143 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 40512 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 13627 members 
Mstep: Class 21 contains 64346 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17110 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 72636 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 5025 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 46448 members 
Mstep: Class 37 contains 49180 members 
Mstep: Class 38 contains 25112 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17203 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44580 members 
Mstep: Class 48 contains 10549 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986152.000000 Penalty: 108896.726562
Iteration 204Q: 51 clusters Score -8.598615e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15042 members 
Mstep: Class 11 contains 26102 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 40035 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 49332 members 
Mstep: Class 16 contains 580 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 43976 members 
Mstep: Class 20 contains 13647 members 
Mstep: Class 21 contains 64349 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 17081 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72560 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 46408 members 
Mstep: Class 37 contains 49061 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 791 members 
Mstep: Class 42 contains 17186 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44598 members 
Mstep: Class 48 contains 10478 members 
Mstep: Class 49 contains 359 members 
Mstep: Class 50 contains 65397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986672.000000 Penalty: 108896.726562
Iteration 205Q: 51 clusters Score -8.598667e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 26097 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 39577 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 48614 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 43824 members 
Mstep: Class 20 contains 13657 members 
Mstep: Class 21 contains 64334 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 17049 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72454 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 424 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 46349 members 
Mstep: Class 37 contains 48963 members 
Mstep: Class 38 contains 26262 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17163 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44617 members 
Mstep: Class 48 contains 10416 members 
Mstep: Class 49 contains 366 members 
Mstep: Class 50 contains 66442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986880.000000 Penalty: 108896.726562
Iteration 206Q: 51 clusters Score -8.598688e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 26095 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 39127 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 47876 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 43594 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 64319 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72419 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5123 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 46222 members 
Mstep: Class 37 contains 48901 members 
Mstep: Class 38 contains 26919 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17155 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44627 members 
Mstep: Class 48 contains 10336 members 
Mstep: Class 49 contains 368 members 
Mstep: Class 50 contains 67527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986928.000000 Penalty: 108896.726562
Iteration 207Q: 51 clusters Score -8.598693e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 26092 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 38653 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 47149 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 43394 members 
Mstep: Class 20 contains 13722 members 
Mstep: Class 21 contains 64343 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16961 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72325 members 
Mstep: Class 30 contains 3997 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 46090 members 
Mstep: Class 37 contains 48825 members 
Mstep: Class 38 contains 27602 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17141 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44601 members 
Mstep: Class 48 contains 10268 members 
Mstep: Class 49 contains 369 members 
Mstep: Class 50 contains 68651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987048.000000 Penalty: 108896.726562
Iteration 208Q: 51 clusters Score -8.598705e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11663 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 26087 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 38199 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 46271 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43136 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 64378 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16908 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 72214 members 
Mstep: Class 30 contains 3965 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45921 members 
Mstep: Class 37 contains 48779 members 
Mstep: Class 38 contains 28388 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17136 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44572 members 
Mstep: Class 48 contains 10221 members 
Mstep: Class 49 contains 369 members 
Mstep: Class 50 contains 69865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987088.000000 Penalty: 108896.726562
Iteration 209Q: 51 clusters Score -8.598709e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 26087 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 37775 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42927 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 64384 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16866 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 72104 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45741 members 
Mstep: Class 37 contains 48696 members 
Mstep: Class 38 contains 29252 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17135 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44554 members 
Mstep: Class 48 contains 10147 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 71098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986712.000000 Penalty: 108896.726562
Iteration 210Q: 51 clusters Score -8.598671e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 26089 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 37373 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 44317 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42729 members 
Mstep: Class 20 contains 13821 members 
Mstep: Class 21 contains 64400 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16816 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 71819 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45548 members 
Mstep: Class 37 contains 48626 members 
Mstep: Class 38 contains 30159 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17143 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44527 members 
Mstep: Class 48 contains 10078 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 72385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986304.000000 Penalty: 108896.726562
Iteration 211Q: 51 clusters Score -8.59863e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4179 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 26069 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 37016 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 43338 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42550 members 
Mstep: Class 20 contains 13859 members 
Mstep: Class 21 contains 64417 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16774 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 71499 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45366 members 
Mstep: Class 37 contains 48538 members 
Mstep: Class 38 contains 31190 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17150 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 748 members 
Mstep: Class 47 contains 44506 members 
Mstep: Class 48 contains 10002 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 73536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986120.000000 Penalty: 108896.726562
Iteration 212Q: 51 clusters Score -8.598612e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 26069 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 42370 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42385 members 
Mstep: Class 20 contains 13895 members 
Mstep: Class 21 contains 64436 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16726 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 71084 members 
Mstep: Class 30 contains 3919 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45211 members 
Mstep: Class 37 contains 48485 members 
Mstep: Class 38 contains 32258 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17165 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44480 members 
Mstep: Class 48 contains 9916 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 74646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985792.000000 Penalty: 108896.726562
Iteration 213Q: 51 clusters Score -8.598579e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15031 members 
Mstep: Class 11 contains 26086 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 36328 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 41417 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42245 members 
Mstep: Class 20 contains 13915 members 
Mstep: Class 21 contains 64473 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16679 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 70656 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5321 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 45038 members 
Mstep: Class 37 contains 48441 members 
Mstep: Class 38 contains 33369 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17170 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44451 members 
Mstep: Class 48 contains 9827 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 75687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985952.000000 Penalty: 108896.726562
Iteration 214Q: 51 clusters Score -8.598595e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15029 members 
Mstep: Class 11 contains 26097 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 35999 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42086 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 64510 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16654 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 70359 members 
Mstep: Class 30 contains 3915 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5331 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44887 members 
Mstep: Class 37 contains 48426 members 
Mstep: Class 38 contains 34432 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 17173 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44450 members 
Mstep: Class 48 contains 9724 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 76520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985984.000000 Penalty: 108896.726562
Iteration 215Q: 51 clusters Score -8.598598e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 26096 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 35660 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 39634 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41992 members 
Mstep: Class 20 contains 13967 members 
Mstep: Class 21 contains 64527 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16632 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 70106 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5346 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44729 members 
Mstep: Class 37 contains 48374 members 
Mstep: Class 38 contains 35554 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17192 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44428 members 
Mstep: Class 48 contains 9643 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 77234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985880.000000 Penalty: 108896.726562
Iteration 216Q: 51 clusters Score -8.598588e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 26114 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 35367 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 38699 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 13989 members 
Mstep: Class 21 contains 64534 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16595 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 69726 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5350 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44619 members 
Mstep: Class 37 contains 48296 members 
Mstep: Class 38 contains 36854 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17204 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44420 members 
Mstep: Class 48 contains 9554 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 77922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985640.000000 Penalty: 108896.726562
Iteration 217Q: 51 clusters Score -8.598564e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 26119 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 35108 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 37733 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41830 members 
Mstep: Class 20 contains 14024 members 
Mstep: Class 21 contains 64530 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16559 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 69253 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5362 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44493 members 
Mstep: Class 37 contains 48221 members 
Mstep: Class 38 contains 38201 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17218 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44415 members 
Mstep: Class 48 contains 9456 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 78629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985272.000000 Penalty: 108896.726562
Iteration 218Q: 51 clusters Score -8.598527e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 26117 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 34833 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 36749 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41815 members 
Mstep: Class 20 contains 14052 members 
Mstep: Class 21 contains 64534 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16534 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 68696 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5372 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44349 members 
Mstep: Class 37 contains 48151 members 
Mstep: Class 38 contains 39540 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17224 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44370 members 
Mstep: Class 48 contains 9359 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 79478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985016.000000 Penalty: 108896.726562
Iteration 219Q: 51 clusters Score -8.598502e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 14995 members 
Mstep: Class 11 contains 26122 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 34562 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 35866 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41815 members 
Mstep: Class 20 contains 14080 members 
Mstep: Class 21 contains 64533 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 68043 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5378 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44188 members 
Mstep: Class 37 contains 48121 members 
Mstep: Class 38 contains 40948 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 209 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17231 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44368 members 
Mstep: Class 48 contains 9275 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 80148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985416.000000 Penalty: 108896.726562
Iteration 220F: 51 clusters Score -8.598542e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11687 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 26127 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 34319 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 35071 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41768 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 64549 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16506 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 67216 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5392 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 224 members 
Mstep: Class 36 contains 44076 members 
Mstep: Class 37 contains 48126 members 
Mstep: Class 38 contains 42414 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 208 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17246 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44343 members 
Mstep: Class 48 contains 9182 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 80749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985344.000000 Penalty: 108896.726562
Iteration 221Q: 51 clusters Score -8.598534e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 14989 members 
Mstep: Class 11 contains 26150 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 34107 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 34416 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 21 contains 64566 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16504 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 66340 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5412 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 44010 members 
Mstep: Class 37 contains 48179 members 
Mstep: Class 38 contains 43903 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44320 members 
Mstep: Class 48 contains 9054 members 
Mstep: Class 49 contains 371 members 
Mstep: Class 50 contains 81155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985312.000000 Penalty: 108896.726562
Iteration 222Q: 51 clusters Score -8.598531e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 26171 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 33909 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 33893 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41665 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 64577 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16489 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 65426 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43961 members 
Mstep: Class 37 contains 48237 members 
Mstep: Class 38 contains 45392 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17266 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44297 members 
Mstep: Class 48 contains 8914 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 81408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985056.000000 Penalty: 108896.726562
Iteration 223Q: 51 clusters Score -8.598506e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 26192 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 33741 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 33410 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41653 members 
Mstep: Class 20 contains 14247 members 
Mstep: Class 21 contains 64592 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16467 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 64436 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5456 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43934 members 
Mstep: Class 37 contains 48295 members 
Mstep: Class 38 contains 46922 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17279 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44281 members 
Mstep: Class 48 contains 8738 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 81635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984928.000000 Penalty: 108896.726562
Iteration 224Q: 51 clusters Score -8.598493e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 26207 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 33553 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 32992 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41663 members 
Mstep: Class 20 contains 14279 members 
Mstep: Class 21 contains 64621 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 63327 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5483 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43924 members 
Mstep: Class 37 contains 48309 members 
Mstep: Class 38 contains 48588 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44252 members 
Mstep: Class 48 contains 8557 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 81813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984888.000000 Penalty: 108896.726562
Iteration 225Q: 51 clusters Score -8.598489e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11678 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14958 members 
Mstep: Class 11 contains 26228 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 33341 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 32608 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41706 members 
Mstep: Class 20 contains 14308 members 
Mstep: Class 21 contains 64641 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16401 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 61923 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5500 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43941 members 
Mstep: Class 37 contains 48322 members 
Mstep: Class 38 contains 50427 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17320 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44162 members 
Mstep: Class 48 contains 8356 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 82109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984776.000000 Penalty: 108896.726562
Iteration 226Q: 51 clusters Score -8.598478e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 26242 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 33150 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 32175 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41751 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 64661 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16379 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 60340 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43961 members 
Mstep: Class 37 contains 48368 members 
Mstep: Class 38 contains 52395 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17333 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44081 members 
Mstep: Class 48 contains 8086 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 82537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984600.000000 Penalty: 108896.726562
Iteration 227Q: 51 clusters Score -8.59846e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14949 members 
Mstep: Class 11 contains 26272 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32985 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 31808 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41774 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 64683 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16341 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5147 members 
Mstep: Class 29 contains 58442 members 
Mstep: Class 30 contains 3794 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5521 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44005 members 
Mstep: Class 37 contains 48441 members 
Mstep: Class 38 contains 54540 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17328 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 44003 members 
Mstep: Class 48 contains 7765 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 83053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984128.000000 Penalty: 108896.726562
Iteration 228Q: 51 clusters Score -8.598413e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 26290 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32806 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 31520 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41786 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 64711 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16314 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 56413 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44053 members 
Mstep: Class 37 contains 48531 members 
Mstep: Class 38 contains 56964 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17326 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43919 members 
Mstep: Class 48 contains 7352 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 83427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984024.000000 Penalty: 108896.726562
Iteration 229Q: 51 clusters Score -8.598402e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14943 members 
Mstep: Class 11 contains 26298 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32637 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 31317 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41823 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 64747 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16306 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 54273 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44130 members 
Mstep: Class 37 contains 48620 members 
Mstep: Class 38 contains 59412 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17332 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43795 members 
Mstep: Class 48 contains 6959 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 83735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983928.000000 Penalty: 108896.726562
Iteration 230Q: 51 clusters Score -8.598393e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 26322 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32486 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 31148 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41810 members 
Mstep: Class 20 contains 14422 members 
Mstep: Class 21 contains 64769 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16286 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 52838 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5548 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44148 members 
Mstep: Class 37 contains 48676 members 
Mstep: Class 38 contains 61661 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17326 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43703 members 
Mstep: Class 48 contains 6592 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 83591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984208.000000 Penalty: 108896.726562
Iteration 231Q: 51 clusters Score -8.598421e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 26334 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32330 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 30960 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41752 members 
Mstep: Class 20 contains 14453 members 
Mstep: Class 21 contains 64775 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16248 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 52193 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5559 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44094 members 
Mstep: Class 37 contains 48701 members 
Mstep: Class 38 contains 63919 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17338 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43658 members 
Mstep: Class 48 contains 6253 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 82759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984536.000000 Penalty: 108896.726562
Iteration 232Q: 51 clusters Score -8.598454e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 26333 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 32148 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 30699 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41735 members 
Mstep: Class 20 contains 14479 members 
Mstep: Class 21 contains 64774 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16211 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 52104 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5574 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 44020 members 
Mstep: Class 37 contains 48630 members 
Mstep: Class 38 contains 66288 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17342 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43593 members 
Mstep: Class 48 contains 5946 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 81460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984600.000000 Penalty: 108896.726562
Iteration 233Q: 51 clusters Score -8.59846e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 14955 members 
Mstep: Class 11 contains 26327 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31954 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41738 members 
Mstep: Class 20 contains 14497 members 
Mstep: Class 21 contains 64753 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 52291 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5586 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43884 members 
Mstep: Class 37 contains 48513 members 
Mstep: Class 38 contains 68795 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17354 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43568 members 
Mstep: Class 48 contains 5685 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 79945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984656.000000 Penalty: 108896.726562
Iteration 234Q: 51 clusters Score -8.598466e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11665 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 26315 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31774 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 29616 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41792 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 64747 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16184 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 52719 members 
Mstep: Class 30 contains 3746 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5609 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43714 members 
Mstep: Class 37 contains 48318 members 
Mstep: Class 38 contains 71608 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17375 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43517 members 
Mstep: Class 48 contains 5440 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 78132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984400.000000 Penalty: 108896.726562
Iteration 235Q: 51 clusters Score -8.59844e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 26306 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31585 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41827 members 
Mstep: Class 20 contains 14524 members 
Mstep: Class 21 contains 64729 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16180 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 53267 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43569 members 
Mstep: Class 37 contains 48148 members 
Mstep: Class 38 contains 74358 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17422 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43457 members 
Mstep: Class 48 contains 5184 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 76334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984416.000000 Penalty: 108896.726562
Iteration 236Q: 51 clusters Score -8.598442e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 26300 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31424 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 28197 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41798 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 21 contains 64732 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16178 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 53930 members 
Mstep: Class 30 contains 3752 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5644 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43442 members 
Mstep: Class 37 contains 47991 members 
Mstep: Class 38 contains 77026 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17455 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43388 members 
Mstep: Class 48 contains 4947 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 74380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983864.000000 Penalty: 108896.726562
Iteration 237Q: 51 clusters Score -8.598386e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 14965 members 
Mstep: Class 11 contains 26288 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 27529 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41760 members 
Mstep: Class 20 contains 14551 members 
Mstep: Class 21 contains 64726 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16185 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 54640 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5661 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43257 members 
Mstep: Class 37 contains 47824 members 
Mstep: Class 38 contains 79718 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17480 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43316 members 
Mstep: Class 48 contains 4708 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 72443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984168.000000 Penalty: 108896.726562
Iteration 238Q: 51 clusters Score -8.598417e+07 nChanged 5899
Entering ConstructFrom: 
Score: -85984168.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.351562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39187.054688 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39187.05 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39456.933594 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39456.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39703.296875 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39703.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39930.679688 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39930.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40103.230469 Penalty: 1988.381592
	Iteration 4F: 3 clusters Score -40103.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40184.527344 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -40184.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40222.511719 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40222.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40243.031250 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40243.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40285.773438 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40285.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40292.773438 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40292.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40293.960938 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40293.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40293.960938 Penalty: 1988.381592
	Iteration 11F: 3 clusters Score -40293.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31125 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41734 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 64694 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 55368 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5677 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43019 members 
Mstep: Class 37 contains 47678 members 
Mstep: Class 38 contains 81969 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43213 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71061 members 
Mstep: Class 51 contains 166 members 
Entering Unmasked Estep 
Score: -85981992.000000 Penalty: 111074.656250
Splitting cluster 1 changes total score from -85984168.000000 to -85981992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Entering Unmasked Estep 
Score: -1516126.000000 Penalty: 1521.483643
	Iteration 0F: 2 clusters Score -1516126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1507897.500000 Penalty: 3042.967285
	Iteration 0F: 3 clusters Score -1507898 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1510635.500000 Penalty: 3042.967285
	Iteration 1F: 3 clusters Score -1510636 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1510922.625000 Penalty: 3042.967285
	Iteration 2F: 3 clusters Score -1510923 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1511166.125000 Penalty: 3042.967285
	Iteration 3F: 3 clusters Score -1511166 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1511454.250000 Penalty: 3042.967285
	Iteration 4Q: 3 clusters Score -1511454 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1511806.750000 Penalty: 3042.967285
	Iteration 5F: 3 clusters Score -1511807 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1512224.250000 Penalty: 3042.967285
	Iteration 6F: 3 clusters Score -1512224 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1512717.375000 Penalty: 3042.967285
	Iteration 7F: 3 clusters Score -1512717 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1513198.000000 Penalty: 3042.967285
	Iteration 8F: 3 clusters Score -1513198 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1513663.250000 Penalty: 3042.967285
	Iteration 9Q: 3 clusters Score -1513663 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1514082.250000 Penalty: 3042.967285
	Iteration 10Q: 3 clusters Score -1514082 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1514423.375000 Penalty: 3042.967285
	Iteration 11Q: 3 clusters Score -1514423 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1514682.750000 Penalty: 3042.967285
	Iteration 12Q: 3 clusters Score -1514683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1514883.125000 Penalty: 3042.967285
	Iteration 13Q: 3 clusters Score -1514883 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1515073.125000 Penalty: 3042.967285
	Iteration 14Q: 3 clusters Score -1515073 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1515215.500000 Penalty: 3042.967285
	Iteration 15Q: 3 clusters Score -1515216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1515324.875000 Penalty: 3042.967285
	Iteration 16Q: 3 clusters Score -1515325 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1515384.375000 Penalty: 3042.967285
	Iteration 17Q: 3 clusters Score -1515384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1515416.875000 Penalty: 3042.967285
	Iteration 18Q: 3 clusters Score -1515417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1515437.000000 Penalty: 3042.967285
	Iteration 19Q: 3 clusters Score -1515437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1515444.500000 Penalty: 3042.967285
	Iteration 20F: 3 clusters Score -1515444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1515449.500000 Penalty: 3042.967285
	Iteration 21Q: 3 clusters Score -1515450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1515455.500000 Penalty: 3042.967285
	Iteration 22Q: 3 clusters Score -1515456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1515456.750000 Penalty: 3042.967285
	Iteration 23Q: 3 clusters Score -1515457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1515458.625000 Penalty: 3042.967285
	Iteration 24Q: 3 clusters Score -1515459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1515456.625000 Penalty: 3042.967285
	Iteration 25Q: 3 clusters Score -1515457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1515462.125000 Penalty: 3042.967285
	Iteration 26Q: 3 clusters Score -1515462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1515461.625000 Penalty: 3042.967285
	Iteration 27Q: 3 clusters Score -1515462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1515464.000000 Penalty: 3042.967285
	Iteration 28Q: 3 clusters Score -1515464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1515468.875000 Penalty: 3042.967285
	Iteration 29Q: 3 clusters Score -1515469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1515466.625000 Penalty: 3042.967285
	Iteration 30Q: 3 clusters Score -1515467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1515466.875000 Penalty: 3042.967285
	Iteration 31Q: 3 clusters Score -1515467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1515466.750000 Penalty: 3042.967285
	Iteration 32Q: 3 clusters Score -1515467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1515466.750000 Penalty: 3042.967285
	Iteration 33F: 3 clusters Score -1515467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -144269.265625 Penalty: 1147.187866
	Iteration 0F: 2 clusters Score -144269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142723.812500 Penalty: 2294.375732
	Iteration 0F: 3 clusters Score -142723.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142986.609375 Penalty: 2294.375732
	Iteration 1F: 3 clusters Score -142986.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143043.718750 Penalty: 2294.375732
	Iteration 2F: 3 clusters Score -143043.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143082.828125 Penalty: 2294.375732
	Iteration 3Q: 3 clusters Score -143082.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143107.484375 Penalty: 2294.375732
	Iteration 4Q: 3 clusters Score -143107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143133.046875 Penalty: 2294.375732
	Iteration 5Q: 3 clusters Score -143133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143159.781250 Penalty: 2294.375732
	Iteration 6Q: 3 clusters Score -143159.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143181.781250 Penalty: 2294.375732
	Iteration 7Q: 3 clusters Score -143181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143191.015625 Penalty: 2294.375732
	Iteration 8Q: 3 clusters Score -143191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143195.343750 Penalty: 2294.375732
	Iteration 9Q: 3 clusters Score -143195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143197.015625 Penalty: 2294.375732
	Iteration 10Q: 3 clusters Score -143197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143197.015625 Penalty: 2294.375732
	Iteration 11F: 3 clusters Score -143197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56189.062500 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -56189.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55146.183594 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -55146.18 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55325.531250 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -55325.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55370.242188 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -55370.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55404.203125 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -55404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55411.199219 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -55411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55415.355469 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -55415.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55415.355469 Penalty: 2013.181763
	Iteration 6F: 3 clusters Score -55415.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44165.769531 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44165.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44494.871094 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44494.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44721.246094 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44721.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44774.535156 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -44774.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44810.937500 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44810.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44832.160156 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44832.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44845.609375 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44845.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44850.906250 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44850.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44851.703125 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44851.703125 Penalty: 1939.829956
	Iteration 9F: 3 clusters Score -44851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -518797.312500 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -518797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -515379.500000 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -515379.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -516454.156250 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -516454.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -516731.250000 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -516731.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -516922.406250 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -516922.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -517107.500000 Penalty: 2706.824951
	Iteration 4F: 3 clusters Score -517107.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -517281.250000 Penalty: 2706.824951
	Iteration 5Q: 3 clusters Score -517281.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -517457.906250 Penalty: 2706.824951
	Iteration 6Q: 3 clusters Score -517457.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -517612.500000 Penalty: 2706.824951
	Iteration 7Q: 3 clusters Score -517612.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -517755.843750 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -517755.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -517859.968750 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -517860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -517920.531250 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -517920.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -517972.781250 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -517972.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -518020.156250 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -518020.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -518066.343750 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -518066.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -518106.250000 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -518106.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -518173.687500 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -518173.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -518267.156250 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -518267.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -518379.718750 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -518379.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -518482.125000 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -518482.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -518570.500000 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -518570.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -518622.000000 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -518622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -518653.531250 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -518653.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -518674.625000 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -518674.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -518689.906250 Penalty: 2706.824951
	Iteration 23Q: 3 clusters Score -518689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -518694.750000 Penalty: 2706.824951
	Iteration 24Q: 3 clusters Score -518694.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -518698.656250 Penalty: 2706.824951
	Iteration 25Q: 3 clusters Score -518698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -518702.187500 Penalty: 2706.824951
	Iteration 26Q: 3 clusters Score -518702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -518705.843750 Penalty: 2706.824951
	Iteration 27Q: 3 clusters Score -518705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518707.656250 Penalty: 2706.824951
	Iteration 28Q: 3 clusters Score -518707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -518714.437500 Penalty: 2706.824951
	Iteration 29Q: 3 clusters Score -518714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -518718.562500 Penalty: 2706.824951
	Iteration 30Q: 3 clusters Score -518718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -518722.062500 Penalty: 2706.824951
	Iteration 31Q: 3 clusters Score -518722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -518726.312500 Penalty: 2706.824951
	Iteration 32Q: 3 clusters Score -518726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -518730.437500 Penalty: 2706.824951
	Iteration 33Q: 3 clusters Score -518730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -518731.968750 Penalty: 2706.824951
	Iteration 34Q: 3 clusters Score -518732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -518733.375000 Penalty: 2706.824951
	Iteration 35Q: 3 clusters Score -518733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -518734.093750 Penalty: 2706.824951
	Iteration 36Q: 3 clusters Score -518734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518735.562500 Penalty: 2706.824951
	Iteration 37Q: 3 clusters Score -518735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518736.468750 Penalty: 2706.824951
	Iteration 38Q: 3 clusters Score -518736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -518736.062500 Penalty: 2706.824951
	Iteration 39Q: 3 clusters Score -518736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -518736.781250 Penalty: 2706.824951
	Iteration 40F: 3 clusters Score -518736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -518738.125000 Penalty: 2706.824951
	Iteration 41Q: 3 clusters Score -518738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518738.656250 Penalty: 2706.824951
	Iteration 42Q: 3 clusters Score -518738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518738.656250 Penalty: 2706.824951
	Iteration 43F: 3 clusters Score -518738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19051.273438 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19051.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19285.162109 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19285.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19420.898438 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19478.060547 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19478.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19501.222656 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19501.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19506.035156 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19506.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19526.802734 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19540.474609 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -19540.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19566.095703 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -19566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19597.894531 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -19597.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19638.476562 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -19638.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19653.949219 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -19653.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19657.029297 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -19657.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19660.511719 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -19660.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19671.533203 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -19671.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19678.652344 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -19678.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19679.742188 Penalty: 1900.092651
	Iteration 16Q: 3 clusters Score -19679.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19685.339844 Penalty: 1900.092651
	Iteration 17Q: 3 clusters Score -19685.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19686.396484 Penalty: 1900.092651
	Iteration 18Q: 3 clusters Score -19686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19686.396484 Penalty: 1900.092651
	Iteration 19F: 3 clusters Score -19686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69772.007812 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69772.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69938.210938 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69938.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70001.679688 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70001.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70084.562500 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -70084.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70153.476562 Penalty: 1938.163208
	Iteration 4F: 3 clusters Score -70153.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70211.320312 Penalty: 1938.163208
	Iteration 5F: 3 clusters Score -70211.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70253.820312 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70253.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70284.929688 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70284.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70298.679688 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70298.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70304.718750 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70304.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70306.632812 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70306.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70306.632812 Penalty: 1938.163208
	Iteration 11F: 3 clusters Score -70306.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -56582.628906 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -56582.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55568.371094 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -55568.37 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55727.566406 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -55727.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55799.414062 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -55799.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55841.351562 Penalty: 2026.820068
	Iteration 3F: 3 clusters Score -55841.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55888.796875 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -55888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55951.398438 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -55951.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56053.609375 Penalty: 2026.820068
	Iteration 6F: 3 clusters Score -56053.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56194.917969 Penalty: 2026.820068
	Iteration 7F: 3 clusters Score -56194.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56324.097656 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -56324.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56375.515625 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -56375.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56411.242188 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -56411.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56433.671875 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -56433.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56453.132812 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -56453.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56464.250000 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -56464.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56470.851562 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -56470.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56479.207031 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -56479.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56479.859375 Penalty: 2026.820068
	Iteration 16Q: 3 clusters Score -56479.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56479.859375 Penalty: 2026.820068
	Iteration 17F: 3 clusters Score -56479.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Entering Unmasked Estep 
Score: -1919412.375000 Penalty: 1562.199585
	Iteration 0F: 2 clusters Score -1919412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1909068.625000 Penalty: 3124.399170
	Iteration 0F: 3 clusters Score -1909069 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1912859.250000 Penalty: 3124.399170
	Iteration 1F: 3 clusters Score -1912859 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1913360.750000 Penalty: 3124.399170
	Iteration 2F: 3 clusters Score -1913361 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1913864.625000 Penalty: 3124.399170
	Iteration 3F: 3 clusters Score -1913865 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1914383.875000 Penalty: 3124.399170
	Iteration 4F: 3 clusters Score -1914384 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1914974.625000 Penalty: 3124.399170
	Iteration 5F: 3 clusters Score -1914975 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1915612.125000 Penalty: 3124.399170
	Iteration 6F: 3 clusters Score -1915612 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1916154.500000 Penalty: 3124.399170
	Iteration 7F: 3 clusters Score -1916154 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1916592.250000 Penalty: 3124.399170
	Iteration 8F: 3 clusters Score -1916592 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1916954.250000 Penalty: 3124.399170
	Iteration 9Q: 3 clusters Score -1916954 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1917249.125000 Penalty: 3124.399170
	Iteration 10Q: 3 clusters Score -1917249 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1917469.125000 Penalty: 3124.399170
	Iteration 11Q: 3 clusters Score -1917469 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1917677.125000 Penalty: 3124.399170
	Iteration 12Q: 3 clusters Score -1917677 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1917838.000000 Penalty: 3124.399170
	Iteration 13Q: 3 clusters Score -1917838 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1917960.750000 Penalty: 3124.399170
	Iteration 14Q: 3 clusters Score -1917961 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1918067.000000 Penalty: 3124.399170
	Iteration 15Q: 3 clusters Score -1918067 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1918170.250000 Penalty: 3124.399170
	Iteration 16Q: 3 clusters Score -1918170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1918238.875000 Penalty: 3124.399170
	Iteration 17Q: 3 clusters Score -1918239 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1918297.750000 Penalty: 3124.399170
	Iteration 18Q: 3 clusters Score -1918298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1918320.750000 Penalty: 3124.399170
	Iteration 19Q: 3 clusters Score -1918321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1918345.750000 Penalty: 3124.399170
	Iteration 20F: 3 clusters Score -1918346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1918385.625000 Penalty: 3124.399170
	Iteration 21Q: 3 clusters Score -1918386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1918407.250000 Penalty: 3124.399170
	Iteration 22Q: 3 clusters Score -1918407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1918436.375000 Penalty: 3124.399170
	Iteration 23Q: 3 clusters Score -1918436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1918454.000000 Penalty: 3124.399170
	Iteration 24Q: 3 clusters Score -1918454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1918471.000000 Penalty: 3124.399170
	Iteration 25Q: 3 clusters Score -1918471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1918483.500000 Penalty: 3124.399170
	Iteration 26Q: 3 clusters Score -1918484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1918492.250000 Penalty: 3124.399170
	Iteration 27Q: 3 clusters Score -1918492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1918504.250000 Penalty: 3124.399170
	Iteration 28Q: 3 clusters Score -1918504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1918512.375000 Penalty: 3124.399170
	Iteration 29Q: 3 clusters Score -1918512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1918522.875000 Penalty: 3124.399170
	Iteration 30Q: 3 clusters Score -1918523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1918537.875000 Penalty: 3124.399170
	Iteration 31Q: 3 clusters Score -1918538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1918548.625000 Penalty: 3124.399170
	Iteration 32Q: 3 clusters Score -1918549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1918556.125000 Penalty: 3124.399170
	Iteration 33Q: 3 clusters Score -1918556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1918568.375000 Penalty: 3124.399170
	Iteration 34Q: 3 clusters Score -1918568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1918574.500000 Penalty: 3124.399170
	Iteration 35Q: 3 clusters Score -1918574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1918574.750000 Penalty: 3124.399170
	Iteration 36Q: 3 clusters Score -1918575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1918579.750000 Penalty: 3124.399170
	Iteration 37Q: 3 clusters Score -1918580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1918583.125000 Penalty: 3124.399170
	Iteration 38Q: 3 clusters Score -1918583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1918585.750000 Penalty: 3124.399170
	Iteration 39Q: 3 clusters Score -1918586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1918589.250000 Penalty: 3124.399170
	Iteration 40F: 3 clusters Score -1918589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1918591.375000 Penalty: 3124.399170
	Iteration 41Q: 3 clusters Score -1918591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1918595.125000 Penalty: 3124.399170
	Iteration 42Q: 3 clusters Score -1918595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1918599.500000 Penalty: 3124.399170
	Iteration 43Q: 3 clusters Score -1918600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1918603.000000 Penalty: 3124.399170
	Iteration 44Q: 3 clusters Score -1918603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1918605.625000 Penalty: 3124.399170
	Iteration 45Q: 3 clusters Score -1918606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1918615.625000 Penalty: 3124.399170
	Iteration 46Q: 3 clusters Score -1918616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1918621.625000 Penalty: 3124.399170
	Iteration 47Q: 3 clusters Score -1918622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1918625.375000 Penalty: 3124.399170
	Iteration 48Q: 3 clusters Score -1918625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1918632.625000 Penalty: 3124.399170
	Iteration 49Q: 3 clusters Score -1918633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1918637.625000 Penalty: 3124.399170
	Iteration 50Q: 3 clusters Score -1918638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1918640.250000 Penalty: 3124.399170
	Iteration 51Q: 3 clusters Score -1918640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1918645.125000 Penalty: 3124.399170
	Iteration 52Q: 3 clusters Score -1918645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1918654.875000 Penalty: 3124.399170
	Iteration 53Q: 3 clusters Score -1918655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1918664.625000 Penalty: 3124.399170
	Iteration 54Q: 3 clusters Score -1918665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1918665.750000 Penalty: 3124.399170
	Iteration 55Q: 3 clusters Score -1918666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1918670.500000 Penalty: 3124.399170
	Iteration 56Q: 3 clusters Score -1918670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1918670.000000 Penalty: 3124.399170
	Iteration 57Q: 3 clusters Score -1918670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1918679.125000 Penalty: 3124.399170
	Iteration 58Q: 3 clusters Score -1918679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1918681.000000 Penalty: 3124.399170
	Iteration 59Q: 3 clusters Score -1918681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1918684.750000 Penalty: 3124.399170
	Iteration 60F: 3 clusters Score -1918685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1918687.125000 Penalty: 3124.399170
	Iteration 61Q: 3 clusters Score -1918687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1918687.000000 Penalty: 3124.399170
	Iteration 62Q: 3 clusters Score -1918687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1918686.875000 Penalty: 3124.399170
	Iteration 63Q: 3 clusters Score -1918687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1918686.625000 Penalty: 3124.399170
	Iteration 64Q: 3 clusters Score -1918687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1918685.625000 Penalty: 3124.399170
	Iteration 65Q: 3 clusters Score -1918686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1918686.500000 Penalty: 3124.399170
	Iteration 66Q: 3 clusters Score -1918686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1918686.875000 Penalty: 3124.399170
	Iteration 67Q: 3 clusters Score -1918687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1918688.000000 Penalty: 3124.399170
	Iteration 68Q: 3 clusters Score -1918688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1918687.375000 Penalty: 3124.399170
	Iteration 69Q: 3 clusters Score -1918687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1918688.750000 Penalty: 3124.399170
	Iteration 70Q: 3 clusters Score -1918689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1918688.875000 Penalty: 3124.399170
	Iteration 71Q: 3 clusters Score -1918689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1918689.625000 Penalty: 3124.399170
	Iteration 72Q: 3 clusters Score -1918690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1918691.250000 Penalty: 3124.399170
	Iteration 73Q: 3 clusters Score -1918691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1918691.250000 Penalty: 3124.399170
	Iteration 74F: 3 clusters Score -1918691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Entering Unmasked Estep 
Score: -3449926.250000 Penalty: 1653.654541
	Iteration 0F: 2 clusters Score -3449926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3431997.000000 Penalty: 3307.309082
	Iteration 0F: 3 clusters Score -3431997 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3438827.250000 Penalty: 3307.309082
	Iteration 1F: 3 clusters Score -3438827 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3439342.500000 Penalty: 3307.309082
	Iteration 2Q: 3 clusters Score -3439342 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3440004.500000 Penalty: 3307.309082
	Iteration 3F: 3 clusters Score -3440004 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3440879.250000 Penalty: 3307.309082
	Iteration 4F: 3 clusters Score -3440879 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3442178.000000 Penalty: 3307.309082
	Iteration 5F: 3 clusters Score -3442178 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3443946.250000 Penalty: 3307.309082
	Iteration 6F: 3 clusters Score -3443946 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3445680.250000 Penalty: 3307.309082
	Iteration 7F: 3 clusters Score -3445680 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3447105.250000 Penalty: 3307.309082
	Iteration 8F: 3 clusters Score -3447105 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3447940.500000 Penalty: 3307.309082
	Iteration 9Q: 3 clusters Score -3447940 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3448317.500000 Penalty: 3307.309082
	Iteration 10Q: 3 clusters Score -3448318 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3448551.500000 Penalty: 3307.309082
	Iteration 11Q: 3 clusters Score -3448552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3448664.000000 Penalty: 3307.309082
	Iteration 12Q: 3 clusters Score -3448664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3448740.750000 Penalty: 3307.309082
	Iteration 13Q: 3 clusters Score -3448741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3448798.000000 Penalty: 3307.309082
	Iteration 14Q: 3 clusters Score -3448798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3448834.000000 Penalty: 3307.309082
	Iteration 15Q: 3 clusters Score -3448834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3448842.500000 Penalty: 3307.309082
	Iteration 16Q: 3 clusters Score -3448842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3448849.000000 Penalty: 3307.309082
	Iteration 17Q: 3 clusters Score -3448849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3448856.000000 Penalty: 3307.309082
	Iteration 18Q: 3 clusters Score -3448856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3448857.750000 Penalty: 3307.309082
	Iteration 19Q: 3 clusters Score -3448858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3448859.500000 Penalty: 3307.309082
	Iteration 20F: 3 clusters Score -3448860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3448860.250000 Penalty: 3307.309082
	Iteration 21Q: 3 clusters Score -3448860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3448862.000000 Penalty: 3307.309082
	Iteration 22Q: 3 clusters Score -3448862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3448861.750000 Penalty: 3307.309082
	Iteration 23Q: 3 clusters Score -3448862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3448863.750000 Penalty: 3307.309082
	Iteration 24Q: 3 clusters Score -3448864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3448863.000000 Penalty: 3307.309082
	Iteration 25Q: 3 clusters Score -3448863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3448863.500000 Penalty: 3307.309082
	Iteration 26Q: 3 clusters Score -3448864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3448863.500000 Penalty: 3307.309082
	Iteration 27F: 3 clusters Score -3448864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33781.847656 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33781.85 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34262.746094 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34262.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34486.687500 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34486.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34540.082031 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -34540.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34584.582031 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34584.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34587.523438 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34587.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34587.742188 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34587.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34587.742188 Penalty: 1995.462402
	Iteration 7F: 3 clusters Score -34587.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Entering Unmasked Estep 
Score: -4146269.500000 Penalty: 1681.187134
	Iteration 0F: 2 clusters Score -4146270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4125210.500000 Penalty: 3362.374268
	Iteration 0F: 3 clusters Score -4125210 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4133457.000000 Penalty: 3362.374268
	Iteration 1F: 3 clusters Score -4133457 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4134136.250000 Penalty: 3362.374268
	Iteration 2Q: 3 clusters Score -4134136 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4134981.250000 Penalty: 3362.374268
	Iteration 3Q: 3 clusters Score -4134981 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4135959.250000 Penalty: 3362.374268
	Iteration 4F: 3 clusters Score -4135959 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4137280.000000 Penalty: 3362.374268
	Iteration 5F: 3 clusters Score -4137280 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4138750.750000 Penalty: 3362.374268
	Iteration 6F: 3 clusters Score -4138751 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4140221.000000 Penalty: 3362.374268
	Iteration 7F: 3 clusters Score -4140221 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4141383.000000 Penalty: 3362.374268
	Iteration 8F: 3 clusters Score -4141383 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4142030.250000 Penalty: 3362.374268
	Iteration 9Q: 3 clusters Score -4142030 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4142351.250000 Penalty: 3362.374268
	Iteration 10Q: 3 clusters Score -4142351 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4142568.250000 Penalty: 3362.374268
	Iteration 11Q: 3 clusters Score -4142568 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4142741.500000 Penalty: 3362.374268
	Iteration 12Q: 3 clusters Score -4142742 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4142905.750000 Penalty: 3362.374268
	Iteration 13Q: 3 clusters Score -4142906 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4143059.000000 Penalty: 3362.374268
	Iteration 14Q: 3 clusters Score -4143059 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4143215.500000 Penalty: 3362.374268
	Iteration 15Q: 3 clusters Score -4143216 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4143325.000000 Penalty: 3362.374268
	Iteration 16Q: 3 clusters Score -4143325 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4143458.500000 Penalty: 3362.374268
	Iteration 17Q: 3 clusters Score -4143458 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4143579.750000 Penalty: 3362.374268
	Iteration 18Q: 3 clusters Score -4143580 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4143690.500000 Penalty: 3362.374268
	Iteration 19Q: 3 clusters Score -4143690 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4143795.250000 Penalty: 3362.374268
	Iteration 20F: 3 clusters Score -4143795 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4143905.250000 Penalty: 3362.374268
	Iteration 21Q: 3 clusters Score -4143905 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4144000.250000 Penalty: 3362.374268
	Iteration 22Q: 3 clusters Score -4144000 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4144098.000000 Penalty: 3362.374268
	Iteration 23Q: 3 clusters Score -4144098 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4144166.750000 Penalty: 3362.374268
	Iteration 24Q: 3 clusters Score -4144167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4144219.750000 Penalty: 3362.374268
	Iteration 25Q: 3 clusters Score -4144220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4144254.500000 Penalty: 3362.374268
	Iteration 26Q: 3 clusters Score -4144254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4144295.500000 Penalty: 3362.374268
	Iteration 27Q: 3 clusters Score -4144296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4144314.000000 Penalty: 3362.374268
	Iteration 28Q: 3 clusters Score -4144314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4144339.750000 Penalty: 3362.374268
	Iteration 29Q: 3 clusters Score -4144340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4144355.750000 Penalty: 3362.374268
	Iteration 30Q: 3 clusters Score -4144356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4144383.000000 Penalty: 3362.374268
	Iteration 31Q: 3 clusters Score -4144383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4144385.250000 Penalty: 3362.374268
	Iteration 32Q: 3 clusters Score -4144385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4144403.500000 Penalty: 3362.374268
	Iteration 33Q: 3 clusters Score -4144404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4144417.500000 Penalty: 3362.374268
	Iteration 34Q: 3 clusters Score -4144418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4144423.250000 Penalty: 3362.374268
	Iteration 35Q: 3 clusters Score -4144423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4144447.750000 Penalty: 3362.374268
	Iteration 36Q: 3 clusters Score -4144448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4144437.750000 Penalty: 3362.374268
	Iteration 37Q: 3 clusters Score -4144438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4144467.750000 Penalty: 3362.374268
	Iteration 38Q: 3 clusters Score -4144468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4144478.000000 Penalty: 3362.374268
	Iteration 39Q: 3 clusters Score -4144478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4144498.500000 Penalty: 3362.374268
	Iteration 40F: 3 clusters Score -4144498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4144514.000000 Penalty: 3362.374268
	Iteration 41Q: 3 clusters Score -4144514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4144533.750000 Penalty: 3362.374268
	Iteration 42Q: 3 clusters Score -4144534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4144535.000000 Penalty: 3362.374268
	Iteration 43Q: 3 clusters Score -4144535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4144560.500000 Penalty: 3362.374268
	Iteration 44Q: 3 clusters Score -4144560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4144564.000000 Penalty: 3362.374268
	Iteration 45Q: 3 clusters Score -4144564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4144567.500000 Penalty: 3362.374268
	Iteration 46Q: 3 clusters Score -4144568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4144591.250000 Penalty: 3362.374268
	Iteration 47Q: 3 clusters Score -4144591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4144599.500000 Penalty: 3362.374268
	Iteration 48Q: 3 clusters Score -4144600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4144620.500000 Penalty: 3362.374268
	Iteration 49Q: 3 clusters Score -4144620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4144627.750000 Penalty: 3362.374268
	Iteration 50Q: 3 clusters Score -4144628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4144648.500000 Penalty: 3362.374268
	Iteration 51Q: 3 clusters Score -4144648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4144662.500000 Penalty: 3362.374268
	Iteration 52Q: 3 clusters Score -4144662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4144684.250000 Penalty: 3362.374268
	Iteration 53Q: 3 clusters Score -4144684 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4144699.000000 Penalty: 3362.374268
	Iteration 54Q: 3 clusters Score -4144699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4144711.000000 Penalty: 3362.374268
	Iteration 55Q: 3 clusters Score -4144711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4144731.250000 Penalty: 3362.374268
	Iteration 56Q: 3 clusters Score -4144731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4144729.000000 Penalty: 3362.374268
	Iteration 57Q: 3 clusters Score -4144729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4144748.500000 Penalty: 3362.374268
	Iteration 58Q: 3 clusters Score -4144748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4144766.000000 Penalty: 3362.374268
	Iteration 59Q: 3 clusters Score -4144766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4144775.750000 Penalty: 3362.374268
	Iteration 60F: 3 clusters Score -4144776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4144791.500000 Penalty: 3362.374268
	Iteration 61Q: 3 clusters Score -4144792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4144817.000000 Penalty: 3362.374268
	Iteration 62Q: 3 clusters Score -4144817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4144823.750000 Penalty: 3362.374268
	Iteration 63Q: 3 clusters Score -4144824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4144835.000000 Penalty: 3362.374268
	Iteration 64Q: 3 clusters Score -4144835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4144850.000000 Penalty: 3362.374268
	Iteration 65Q: 3 clusters Score -4144850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4144856.750000 Penalty: 3362.374268
	Iteration 66Q: 3 clusters Score -4144857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4144863.000000 Penalty: 3362.374268
	Iteration 67Q: 3 clusters Score -4144863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4144869.250000 Penalty: 3362.374268
	Iteration 68Q: 3 clusters Score -4144869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4144870.750000 Penalty: 3362.374268
	Iteration 69Q: 3 clusters Score -4144871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -4144891.750000 Penalty: 3362.374268
	Iteration 70Q: 3 clusters Score -4144892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4144911.000000 Penalty: 3362.374268
	Iteration 71Q: 3 clusters Score -4144911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4144912.750000 Penalty: 3362.374268
	Iteration 72Q: 3 clusters Score -4144913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4144927.750000 Penalty: 3362.374268
	Iteration 73Q: 3 clusters Score -4144928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4144940.750000 Penalty: 3362.374268
	Iteration 74Q: 3 clusters Score -4144941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4144937.000000 Penalty: 3362.374268
	Iteration 75Q: 3 clusters Score -4144937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4144952.000000 Penalty: 3362.374268
	Iteration 76Q: 3 clusters Score -4144952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4144982.500000 Penalty: 3362.374268
	Iteration 77Q: 3 clusters Score -4144982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4144987.500000 Penalty: 3362.374268
	Iteration 78Q: 3 clusters Score -4144988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4144991.500000 Penalty: 3362.374268
	Iteration 79Q: 3 clusters Score -4144992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4144994.750000 Penalty: 3362.374268
	Iteration 80F: 3 clusters Score -4144995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4145011.250000 Penalty: 3362.374268
	Iteration 81Q: 3 clusters Score -4145011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4145022.250000 Penalty: 3362.374268
	Iteration 82Q: 3 clusters Score -4145022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4145030.750000 Penalty: 3362.374268
	Iteration 83Q: 3 clusters Score -4145031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4145039.000000 Penalty: 3362.374268
	Iteration 84Q: 3 clusters Score -4145039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4145030.250000 Penalty: 3362.374268
	Iteration 85Q: 3 clusters Score -4145030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4145032.000000 Penalty: 3362.374268
	Iteration 86Q: 3 clusters Score -4145032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4145040.000000 Penalty: 3362.374268
	Iteration 87Q: 3 clusters Score -4145040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -4145035.750000 Penalty: 3362.374268
	Iteration 88Q: 3 clusters Score -4145036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4145037.500000 Penalty: 3362.374268
	Iteration 89Q: 3 clusters Score -4145038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -4145039.750000 Penalty: 3362.374268
	Iteration 90Q: 3 clusters Score -4145040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4145044.250000 Penalty: 3362.374268
	Iteration 91Q: 3 clusters Score -4145044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4145045.500000 Penalty: 3362.374268
	Iteration 92Q: 3 clusters Score -4145046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4145047.750000 Penalty: 3362.374268
	Iteration 93Q: 3 clusters Score -4145048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4145054.250000 Penalty: 3362.374268
	Iteration 94Q: 3 clusters Score -4145054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4145060.250000 Penalty: 3362.374268
	Iteration 95Q: 3 clusters Score -4145060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4145068.500000 Penalty: 3362.374268
	Iteration 96Q: 3 clusters Score -4145068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -4145076.250000 Penalty: 3362.374268
	Iteration 97Q: 3 clusters Score -4145076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4145084.000000 Penalty: 3362.374268
	Iteration 98Q: 3 clusters Score -4145084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4145087.750000 Penalty: 3362.374268
	Iteration 99Q: 3 clusters Score -4145088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4145092.000000 Penalty: 3362.374268
	Iteration 100F: 3 clusters Score -4145092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4145095.250000 Penalty: 3362.374268
	Iteration 101Q: 3 clusters Score -4145095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4145100.000000 Penalty: 3362.374268
	Iteration 102Q: 3 clusters Score -4145100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4145120.000000 Penalty: 3362.374268
	Iteration 103Q: 3 clusters Score -4145120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4145124.750000 Penalty: 3362.374268
	Iteration 104Q: 3 clusters Score -4145125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -4145133.000000 Penalty: 3362.374268
	Iteration 105Q: 3 clusters Score -4145133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4145151.000000 Penalty: 3362.374268
	Iteration 106Q: 3 clusters Score -4145151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4145157.000000 Penalty: 3362.374268
	Iteration 107Q: 3 clusters Score -4145157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4145167.000000 Penalty: 3362.374268
	Iteration 108Q: 3 clusters Score -4145167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4145166.500000 Penalty: 3362.374268
	Iteration 109Q: 3 clusters Score -4145166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -4145171.250000 Penalty: 3362.374268
	Iteration 110Q: 3 clusters Score -4145171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4145184.250000 Penalty: 3362.374268
	Iteration 111Q: 3 clusters Score -4145184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4145187.000000 Penalty: 3362.374268
	Iteration 112Q: 3 clusters Score -4145187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4145183.750000 Penalty: 3362.374268
	Iteration 113Q: 3 clusters Score -4145184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4145185.500000 Penalty: 3362.374268
	Iteration 114Q: 3 clusters Score -4145186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4145182.000000 Penalty: 3362.374268
	Iteration 115Q: 3 clusters Score -4145182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4145186.750000 Penalty: 3362.374268
	Iteration 116Q: 3 clusters Score -4145187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -4145185.250000 Penalty: 3362.374268
	Iteration 117Q: 3 clusters Score -4145185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4145181.750000 Penalty: 3362.374268
	Iteration 118Q: 3 clusters Score -4145182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4145185.250000 Penalty: 3362.374268
	Iteration 119Q: 3 clusters Score -4145185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4145187.750000 Penalty: 3362.374268
	Iteration 120F: 3 clusters Score -4145188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4145189.000000 Penalty: 3362.374268
	Iteration 121Q: 3 clusters Score -4145189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4145190.500000 Penalty: 3362.374268
	Iteration 122Q: 3 clusters Score -4145190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4145195.000000 Penalty: 3362.374268
	Iteration 123Q: 3 clusters Score -4145195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4145197.500000 Penalty: 3362.374268
	Iteration 124Q: 3 clusters Score -4145198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4145196.250000 Penalty: 3362.374268
	Iteration 125Q: 3 clusters Score -4145196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4145213.250000 Penalty: 3362.374268
	Iteration 126Q: 3 clusters Score -4145213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4145212.000000 Penalty: 3362.374268
	Iteration 127Q: 3 clusters Score -4145212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4145211.500000 Penalty: 3362.374268
	Iteration 128Q: 3 clusters Score -4145212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4145213.250000 Penalty: 3362.374268
	Iteration 129Q: 3 clusters Score -4145213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4145214.250000 Penalty: 3362.374268
	Iteration 130Q: 3 clusters Score -4145214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4145224.000000 Penalty: 3362.374268
	Iteration 131Q: 3 clusters Score -4145224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4145222.750000 Penalty: 3362.374268
	Iteration 132Q: 3 clusters Score -4145223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4145214.500000 Penalty: 3362.374268
	Iteration 133Q: 3 clusters Score -4145214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4145220.750000 Penalty: 3362.374268
	Iteration 134Q: 3 clusters Score -4145221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4145215.000000 Penalty: 3362.374268
	Iteration 135Q: 3 clusters Score -4145215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4145218.750000 Penalty: 3362.374268
	Iteration 136Q: 3 clusters Score -4145219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4145215.000000 Penalty: 3362.374268
	Iteration 137Q: 3 clusters Score -4145215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4145221.000000 Penalty: 3362.374268
	Iteration 138Q: 3 clusters Score -4145221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4145222.250000 Penalty: 3362.374268
	Iteration 139Q: 3 clusters Score -4145222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -4145229.500000 Penalty: 3362.374268
	Iteration 140F: 3 clusters Score -4145230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4145224.000000 Penalty: 3362.374268
	Iteration 141Q: 3 clusters Score -4145224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4145232.750000 Penalty: 3362.374268
	Iteration 142Q: 3 clusters Score -4145233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4145228.500000 Penalty: 3362.374268
	Iteration 143Q: 3 clusters Score -4145228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4145226.500000 Penalty: 3362.374268
	Iteration 144Q: 3 clusters Score -4145226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4145227.000000 Penalty: 3362.374268
	Iteration 145Q: 3 clusters Score -4145227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4145230.000000 Penalty: 3362.374268
	Iteration 146Q: 3 clusters Score -4145230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4145227.750000 Penalty: 3362.374268
	Iteration 147Q: 3 clusters Score -4145228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4145222.250000 Penalty: 3362.374268
	Iteration 148Q: 3 clusters Score -4145222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4145220.250000 Penalty: 3362.374268
	Iteration 149Q: 3 clusters Score -4145220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4145223.000000 Penalty: 3362.374268
	Iteration 150Q: 3 clusters Score -4145223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4145223.000000 Penalty: 3362.374268
	Iteration 151F: 3 clusters Score -4145223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -46512.988281 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -46512.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45517.859375 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -45517.86 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45773.378906 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -45773.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45884.468750 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -45884.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45945.726562 Penalty: 1997.557007
	Iteration 3Q: 3 clusters Score -45945.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45993.402344 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -45993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46008.945312 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -46008.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46035.476562 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -46035.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46068.046875 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -46068.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46088.285156 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -46088.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46106.343750 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -46106.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46121.355469 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -46121.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46127.914062 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -46127.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46137.160156 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -46137.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46149.007812 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -46149.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46164.839844 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -46164.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46180.417969 Penalty: 1997.557007
	Iteration 15Q: 3 clusters Score -46180.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46188.066406 Penalty: 1997.557007
	Iteration 16Q: 3 clusters Score -46188.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46189.781250 Penalty: 1997.557007
	Iteration 17Q: 3 clusters Score -46189.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46191.984375 Penalty: 1997.557007
	Iteration 18Q: 3 clusters Score -46191.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46193.765625 Penalty: 1997.557007
	Iteration 19Q: 3 clusters Score -46193.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46193.765625 Penalty: 1997.557007
	Iteration 20F: 3 clusters Score -46193.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Entering Unmasked Estep 
Score: -3591453.500000 Penalty: 1656.851196
	Iteration 0F: 2 clusters Score -3591454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3573380.500000 Penalty: 3313.702393
	Iteration 0F: 3 clusters Score -3573380 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3580014.750000 Penalty: 3313.702393
	Iteration 1F: 3 clusters Score -3580015 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3580339.000000 Penalty: 3313.702393
	Iteration 2Q: 3 clusters Score -3580339 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3580650.250000 Penalty: 3313.702393
	Iteration 3Q: 3 clusters Score -3580650 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3581028.000000 Penalty: 3313.702393
	Iteration 4Q: 3 clusters Score -3581028 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3581571.250000 Penalty: 3313.702393
	Iteration 5Q: 3 clusters Score -3581571 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3582373.750000 Penalty: 3313.702393
	Iteration 6F: 3 clusters Score -3582374 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3583519.000000 Penalty: 3313.702393
	Iteration 7F: 3 clusters Score -3583519 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3584994.250000 Penalty: 3313.702393
	Iteration 8F: 3 clusters Score -3584994 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3586575.750000 Penalty: 3313.702393
	Iteration 9F: 3 clusters Score -3586576 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3587878.500000 Penalty: 3313.702393
	Iteration 10F: 3 clusters Score -3587878 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3588650.750000 Penalty: 3313.702393
	Iteration 11Q: 3 clusters Score -3588651 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3589160.500000 Penalty: 3313.702393
	Iteration 12Q: 3 clusters Score -3589160 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3589450.750000 Penalty: 3313.702393
	Iteration 13Q: 3 clusters Score -3589451 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3589631.500000 Penalty: 3313.702393
	Iteration 14Q: 3 clusters Score -3589632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3589781.250000 Penalty: 3313.702393
	Iteration 15Q: 3 clusters Score -3589781 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3589848.750000 Penalty: 3313.702393
	Iteration 16Q: 3 clusters Score -3589849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3589904.250000 Penalty: 3313.702393
	Iteration 17Q: 3 clusters Score -3589904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3589950.750000 Penalty: 3313.702393
	Iteration 18Q: 3 clusters Score -3589951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3589988.750000 Penalty: 3313.702393
	Iteration 19Q: 3 clusters Score -3589989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3590000.250000 Penalty: 3313.702393
	Iteration 20F: 3 clusters Score -3590000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3590020.250000 Penalty: 3313.702393
	Iteration 21Q: 3 clusters Score -3590020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3590038.250000 Penalty: 3313.702393
	Iteration 22Q: 3 clusters Score -3590038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3590041.000000 Penalty: 3313.702393
	Iteration 23Q: 3 clusters Score -3590041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3590042.750000 Penalty: 3313.702393
	Iteration 24Q: 3 clusters Score -3590043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3590044.000000 Penalty: 3313.702393
	Iteration 25Q: 3 clusters Score -3590044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3590043.750000 Penalty: 3313.702393
	Iteration 26Q: 3 clusters Score -3590044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3590044.750000 Penalty: 3313.702393
	Iteration 27Q: 3 clusters Score -3590045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3590049.000000 Penalty: 3313.702393
	Iteration 28Q: 3 clusters Score -3590049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3590054.000000 Penalty: 3313.702393
	Iteration 29Q: 3 clusters Score -3590054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3590052.500000 Penalty: 3313.702393
	Iteration 30Q: 3 clusters Score -3590052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3590053.750000 Penalty: 3313.702393
	Iteration 31Q: 3 clusters Score -3590054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3590055.000000 Penalty: 3313.702393
	Iteration 32Q: 3 clusters Score -3590055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3590056.750000 Penalty: 3313.702393
	Iteration 33Q: 3 clusters Score -3590057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3590056.250000 Penalty: 3313.702393
	Iteration 34Q: 3 clusters Score -3590056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3590063.250000 Penalty: 3313.702393
	Iteration 35Q: 3 clusters Score -3590063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3590066.250000 Penalty: 3313.702393
	Iteration 36Q: 3 clusters Score -3590066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3590065.250000 Penalty: 3313.702393
	Iteration 37Q: 3 clusters Score -3590065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3590065.250000 Penalty: 3313.702393
	Iteration 38F: 3 clusters Score -3590065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -63833.011719 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -63833.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62726.460938 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -62726.46 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62975.335938 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -62975.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63067.714844 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -63067.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63113.636719 Penalty: 2061.761230
	Iteration 3Q: 3 clusters Score -63113.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63168.828125 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -63168.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63225.890625 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -63225.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63284.375000 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -63284.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63324.039062 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -63324.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63353.476562 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -63353.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63388.421875 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -63388.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63410.562500 Penalty: 2061.761230
	Iteration 10Q: 3 clusters Score -63410.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63413.214844 Penalty: 2061.761230
	Iteration 11Q: 3 clusters Score -63413.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63416.679688 Penalty: 2061.761230
	Iteration 12Q: 3 clusters Score -63416.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63419.097656 Penalty: 2061.761230
	Iteration 13Q: 3 clusters Score -63419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63428.949219 Penalty: 2061.761230
	Iteration 14Q: 3 clusters Score -63428.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63438.175781 Penalty: 2061.761230
	Iteration 15Q: 3 clusters Score -63438.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63442.546875 Penalty: 2061.761230
	Iteration 16Q: 3 clusters Score -63442.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63445.562500 Penalty: 2061.761230
	Iteration 17F: 3 clusters Score -63445.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63454.886719 Penalty: 2061.761230
	Iteration 18Q: 3 clusters Score -63454.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63466.863281 Penalty: 2061.761230
	Iteration 19Q: 3 clusters Score -63466.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63475.347656 Penalty: 2061.761230
	Iteration 20F: 3 clusters Score -63475.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63480.597656 Penalty: 2061.761230
	Iteration 21Q: 3 clusters Score -63480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63485.074219 Penalty: 2061.761230
	Iteration 22Q: 3 clusters Score -63485.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63498.722656 Penalty: 2061.761230
	Iteration 23Q: 3 clusters Score -63498.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63514.042969 Penalty: 2061.761230
	Iteration 24Q: 3 clusters Score -63514.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63525.703125 Penalty: 2061.761230
	Iteration 25Q: 3 clusters Score -63525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63532.164062 Penalty: 2061.761230
	Iteration 26Q: 3 clusters Score -63532.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63535.285156 Penalty: 2061.761230
	Iteration 27Q: 3 clusters Score -63535.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63538.750000 Penalty: 2061.761230
	Iteration 28Q: 3 clusters Score -63538.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63538.750000 Penalty: 2061.761230
	Iteration 29F: 3 clusters Score -63538.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -210040.593750 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -210040.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210374.109375 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210374.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -210453.984375 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -210499.593750 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -210499.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -210515.093750 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -210523.546875 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -210532.656250 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -210545.046875 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -210549.984375 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -210552.656250 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -210559.109375 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -210564.171875 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -210567.578125 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -210568.734375 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -210568.671875 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -210569.078125 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -210570.046875 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -210571.359375 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -210571.890625 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -210571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -210572.421875 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -210572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -210574.156250 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -210574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -210576.796875 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -210576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -210579.906250 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -210579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210580.046875 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -210580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210580.890625 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -210580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -210581.375000 Penalty: 2335.004395
	Iteration 25Q: 3 clusters Score -210581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -210582.609375 Penalty: 2335.004395
	Iteration 26Q: 3 clusters Score -210582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -210582.609375 Penalty: 2335.004395
	Iteration 27F: 3 clusters Score -210582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42705.855469 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42705.86 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43065.707031 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43065.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43236.687500 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43236.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43302.289062 Penalty: 2007.831909
	Iteration 3Q: 3 clusters Score -43302.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43352.472656 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43352.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43404.843750 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43404.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43460.007812 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43460.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43502.812500 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43502.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43543.218750 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43543.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43574.082031 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -43574.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43588.582031 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -43588.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43602.183594 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -43602.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43619.015625 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -43619.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43621.695312 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -43621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43621.695312 Penalty: 2007.831909
	Iteration 14F: 3 clusters Score -43621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31125 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 19 contains 41734 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 64694 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 55368 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5677 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43019 members 
Mstep: Class 37 contains 47678 members 
Mstep: Class 38 contains 81969 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43213 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71061 members 
Mstep: Class 51 contains 298 members 
Entering Unmasked Estep 
Score: -85981856.000000 Penalty: 111074.656250
Splitting cluster 18 changes total score from -85984168.000000 to -85981856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Entering Unmasked Estep 
Score: -5542186.500000 Penalty: 1728.849121
	Iteration 0F: 2 clusters Score -5542186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5514278.500000 Penalty: 3457.698242
	Iteration 0F: 3 clusters Score -5514278 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -5525141.500000 Penalty: 3457.698242
	Iteration 1F: 3 clusters Score -5525142 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5525641.500000 Penalty: 3457.698242
	Iteration 2Q: 3 clusters Score -5525642 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5526208.500000 Penalty: 3457.698242
	Iteration 3Q: 3 clusters Score -5526208 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5526878.500000 Penalty: 3457.698242
	Iteration 4Q: 3 clusters Score -5526878 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5527732.000000 Penalty: 3457.698242
	Iteration 5Q: 3 clusters Score -5527732 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5528643.500000 Penalty: 3457.698242
	Iteration 6Q: 3 clusters Score -5528644 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5529814.500000 Penalty: 3457.698242
	Iteration 7F: 3 clusters Score -5529814 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5531109.000000 Penalty: 3457.698242
	Iteration 8F: 3 clusters Score -5531109 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5532556.000000 Penalty: 3457.698242
	Iteration 9F: 3 clusters Score -5532556 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5533668.000000 Penalty: 3457.698242
	Iteration 10Q: 3 clusters Score -5533668 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5534359.500000 Penalty: 3457.698242
	Iteration 11Q: 3 clusters Score -5534360 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5534750.500000 Penalty: 3457.698242
	Iteration 12Q: 3 clusters Score -5534750 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5534978.500000 Penalty: 3457.698242
	Iteration 13Q: 3 clusters Score -5534978 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5535166.500000 Penalty: 3457.698242
	Iteration 14Q: 3 clusters Score -5535166 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5535421.000000 Penalty: 3457.698242
	Iteration 15Q: 3 clusters Score -5535421 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -5535623.000000 Penalty: 3457.698242
	Iteration 16Q: 3 clusters Score -5535623 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5535855.500000 Penalty: 3457.698242
	Iteration 17Q: 3 clusters Score -5535856 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -5536100.000000 Penalty: 3457.698242
	Iteration 18Q: 3 clusters Score -5536100 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -5536372.500000 Penalty: 3457.698242
	Iteration 19Q: 3 clusters Score -5536372 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5536684.500000 Penalty: 3457.698242
	Iteration 20F: 3 clusters Score -5536684 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -5536992.000000 Penalty: 3457.698242
	Iteration 21Q: 3 clusters Score -5536992 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -5537377.500000 Penalty: 3457.698242
	Iteration 22Q: 3 clusters Score -5537378 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5537759.000000 Penalty: 3457.698242
	Iteration 23Q: 3 clusters Score -5537759 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5538119.000000 Penalty: 3457.698242
	Iteration 24Q: 3 clusters Score -5538119 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5538468.500000 Penalty: 3457.698242
	Iteration 25Q: 3 clusters Score -5538468 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5538771.000000 Penalty: 3457.698242
	Iteration 26Q: 3 clusters Score -5538771 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5539075.000000 Penalty: 3457.698242
	Iteration 27Q: 3 clusters Score -5539075 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5539401.000000 Penalty: 3457.698242
	Iteration 28Q: 3 clusters Score -5539401 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5539689.500000 Penalty: 3457.698242
	Iteration 29Q: 3 clusters Score -5539690 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5539925.500000 Penalty: 3457.698242
	Iteration 30Q: 3 clusters Score -5539926 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5540128.500000 Penalty: 3457.698242
	Iteration 31Q: 3 clusters Score -5540128 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5540286.500000 Penalty: 3457.698242
	Iteration 32Q: 3 clusters Score -5540286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5540391.500000 Penalty: 3457.698242
	Iteration 33Q: 3 clusters Score -5540392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5540439.000000 Penalty: 3457.698242
	Iteration 34Q: 3 clusters Score -5540439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5540500.500000 Penalty: 3457.698242
	Iteration 35Q: 3 clusters Score -5540500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5540542.000000 Penalty: 3457.698242
	Iteration 36Q: 3 clusters Score -5540542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5540585.000000 Penalty: 3457.698242
	Iteration 37Q: 3 clusters Score -5540585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5540607.000000 Penalty: 3457.698242
	Iteration 38Q: 3 clusters Score -5540607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5540617.500000 Penalty: 3457.698242
	Iteration 39Q: 3 clusters Score -5540618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5540634.000000 Penalty: 3457.698242
	Iteration 40F: 3 clusters Score -5540634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5540649.500000 Penalty: 3457.698242
	Iteration 41Q: 3 clusters Score -5540650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5540663.500000 Penalty: 3457.698242
	Iteration 42Q: 3 clusters Score -5540664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5540680.000000 Penalty: 3457.698242
	Iteration 43Q: 3 clusters Score -5540680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5540684.500000 Penalty: 3457.698242
	Iteration 44Q: 3 clusters Score -5540684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5540690.000000 Penalty: 3457.698242
	Iteration 45Q: 3 clusters Score -5540690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5540698.000000 Penalty: 3457.698242
	Iteration 46Q: 3 clusters Score -5540698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5540696.500000 Penalty: 3457.698242
	Iteration 47Q: 3 clusters Score -5540696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5540699.500000 Penalty: 3457.698242
	Iteration 48Q: 3 clusters Score -5540700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5540693.000000 Penalty: 3457.698242
	Iteration 49Q: 3 clusters Score -5540693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5540703.000000 Penalty: 3457.698242
	Iteration 50Q: 3 clusters Score -5540703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5540702.500000 Penalty: 3457.698242
	Iteration 51Q: 3 clusters Score -5540702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5540698.500000 Penalty: 3457.698242
	Iteration 52Q: 3 clusters Score -5540698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5540702.000000 Penalty: 3457.698242
	Iteration 53Q: 3 clusters Score -5540702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5540703.000000 Penalty: 3457.698242
	Iteration 54Q: 3 clusters Score -5540703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5540703.000000 Penalty: 3457.698242
	Iteration 55F: 3 clusters Score -5540703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -1887130.125000 Penalty: 1557.763916
	Iteration 0F: 2 clusters Score -1887130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1876949.375000 Penalty: 3115.527832
	Iteration 0F: 3 clusters Score -1876949 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1880490.500000 Penalty: 3115.527832
	Iteration 1F: 3 clusters Score -1880490 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1880772.625000 Penalty: 3115.527832
	Iteration 2F: 3 clusters Score -1880773 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1881052.875000 Penalty: 3115.527832
	Iteration 3Q: 3 clusters Score -1881053 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1881357.625000 Penalty: 3115.527832
	Iteration 4Q: 3 clusters Score -1881358 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1881758.375000 Penalty: 3115.527832
	Iteration 5F: 3 clusters Score -1881758 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1882285.875000 Penalty: 3115.527832
	Iteration 6F: 3 clusters Score -1882286 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1882936.750000 Penalty: 3115.527832
	Iteration 7F: 3 clusters Score -1882937 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1883657.750000 Penalty: 3115.527832
	Iteration 8F: 3 clusters Score -1883658 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1884388.625000 Penalty: 3115.527832
	Iteration 9F: 3 clusters Score -1884389 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1884959.875000 Penalty: 3115.527832
	Iteration 10Q: 3 clusters Score -1884960 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1885293.250000 Penalty: 3115.527832
	Iteration 11Q: 3 clusters Score -1885293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1885492.000000 Penalty: 3115.527832
	Iteration 12Q: 3 clusters Score -1885492 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1885616.500000 Penalty: 3115.527832
	Iteration 13Q: 3 clusters Score -1885616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1885673.625000 Penalty: 3115.527832
	Iteration 14Q: 3 clusters Score -1885674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1885702.375000 Penalty: 3115.527832
	Iteration 15Q: 3 clusters Score -1885702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1885724.250000 Penalty: 3115.527832
	Iteration 16Q: 3 clusters Score -1885724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1885739.625000 Penalty: 3115.527832
	Iteration 17Q: 3 clusters Score -1885740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1885750.875000 Penalty: 3115.527832
	Iteration 18Q: 3 clusters Score -1885751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1885760.875000 Penalty: 3115.527832
	Iteration 19Q: 3 clusters Score -1885761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1885768.875000 Penalty: 3115.527832
	Iteration 20F: 3 clusters Score -1885769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1885774.000000 Penalty: 3115.527832
	Iteration 21Q: 3 clusters Score -1885774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1885780.875000 Penalty: 3115.527832
	Iteration 22Q: 3 clusters Score -1885781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1885792.625000 Penalty: 3115.527832
	Iteration 23Q: 3 clusters Score -1885793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1885799.375000 Penalty: 3115.527832
	Iteration 24Q: 3 clusters Score -1885799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1885804.375000 Penalty: 3115.527832
	Iteration 25Q: 3 clusters Score -1885804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1885807.000000 Penalty: 3115.527832
	Iteration 26Q: 3 clusters Score -1885807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1885805.875000 Penalty: 3115.527832
	Iteration 27Q: 3 clusters Score -1885806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1885805.875000 Penalty: 3115.527832
	Iteration 28F: 3 clusters Score -1885806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Entering Unmasked Estep 
Score: -8547581.000000 Penalty: 1800.081421
	Iteration 0F: 2 clusters Score -8547581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -8506748.000000 Penalty: 3600.162842
	Iteration 0F: 3 clusters Score -8506748 nChanged 30388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -8524557.000000 Penalty: 3600.162842
	Iteration 1F: 3 clusters Score -8524557 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -8525846.000000 Penalty: 3600.162842
	Iteration 2Q: 3 clusters Score -8525846 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8527945.000000 Penalty: 3600.162842
	Iteration 3F: 3 clusters Score -8527945 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -8530985.000000 Penalty: 3600.162842
	Iteration 4F: 3 clusters Score -8530985 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -8534790.000000 Penalty: 3600.162842
	Iteration 5F: 3 clusters Score -8534790 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -8538444.000000 Penalty: 3600.162842
	Iteration 6F: 3 clusters Score -8538444 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8541441.000000 Penalty: 3600.162842
	Iteration 7F: 3 clusters Score -8541441 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8543702.000000 Penalty: 3600.162842
	Iteration 8Q: 3 clusters Score -8543702 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -8545231.000000 Penalty: 3600.162842
	Iteration 9Q: 3 clusters Score -8545231 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8546240.000000 Penalty: 3600.162842
	Iteration 10Q: 3 clusters Score -8546240 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8546765.000000 Penalty: 3600.162842
	Iteration 11Q: 3 clusters Score -8546765 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8547015.000000 Penalty: 3600.162842
	Iteration 12Q: 3 clusters Score -8547015 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8547109.000000 Penalty: 3600.162842
	Iteration 13Q: 3 clusters Score -8547109 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8547152.000000 Penalty: 3600.162842
	Iteration 14Q: 3 clusters Score -8547152 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8547167.000000 Penalty: 3600.162842
	Iteration 15Q: 3 clusters Score -8547167 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8547208.000000 Penalty: 3600.162842
	Iteration 16Q: 3 clusters Score -8547208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8547225.000000 Penalty: 3600.162842
	Iteration 17Q: 3 clusters Score -8547225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8547206.000000 Penalty: 3600.162842
	Iteration 18Q: 3 clusters Score -8547206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8547201.000000 Penalty: 3600.162842
	Iteration 19Q: 3 clusters Score -8547201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8547211.000000 Penalty: 3600.162842
	Iteration 20F: 3 clusters Score -8547211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8547203.000000 Penalty: 3600.162842
	Iteration 21Q: 3 clusters Score -8547203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8547219.000000 Penalty: 3600.162842
	Iteration 22Q: 3 clusters Score -8547219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8547217.000000 Penalty: 3600.162842
	Iteration 23Q: 3 clusters Score -8547217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8547232.000000 Penalty: 3600.162842
	Iteration 24Q: 3 clusters Score -8547232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8547239.000000 Penalty: 3600.162842
	Iteration 25Q: 3 clusters Score -8547239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8547236.000000 Penalty: 3600.162842
	Iteration 26Q: 3 clusters Score -8547236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8547242.000000 Penalty: 3600.162842
	Iteration 27Q: 3 clusters Score -8547242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8547248.000000 Penalty: 3600.162842
	Iteration 28Q: 3 clusters Score -8547248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8547248.000000 Penalty: 3600.162842
	Iteration 29Q: 3 clusters Score -8547248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8547241.000000 Penalty: 3600.162842
	Iteration 30Q: 3 clusters Score -8547241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8547242.000000 Penalty: 3600.162842
	Iteration 31Q: 3 clusters Score -8547242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8547244.000000 Penalty: 3600.162842
	Iteration 32Q: 3 clusters Score -8547244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8547241.000000 Penalty: 3600.162842
	Iteration 33Q: 3 clusters Score -8547241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8547243.000000 Penalty: 3600.162842
	Iteration 34Q: 3 clusters Score -8547243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8547243.000000 Penalty: 3600.162842
	Iteration 35Q: 3 clusters Score -8547243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8547242.000000 Penalty: 3600.162842
	Iteration 36Q: 3 clusters Score -8547242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8547246.000000 Penalty: 3600.162842
	Iteration 37Q: 3 clusters Score -8547246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8547248.000000 Penalty: 3600.162842
	Iteration 38Q: 3 clusters Score -8547248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8547248.000000 Penalty: 3600.162842
	Iteration 39F: 3 clusters Score -8547248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -39882.574219 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -39882.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38946.976562 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -38946.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39065.972656 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -39065.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39104.214844 Penalty: 1871.643066
	Iteration 2Q: 3 clusters Score -39104.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39122.605469 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -39122.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39133.566406 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -39133.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39145.957031 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -39145.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39154.257812 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -39154.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39156.062500 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -39156.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39161.117188 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -39161.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39170.320312 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -39170.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39175.019531 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -39175.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39176.867188 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -39176.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39182.398438 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -39182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39187.859375 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -39187.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39188.554688 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -39188.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39188.554688 Penalty: 1871.643066
	Iteration 15F: 3 clusters Score -39188.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44754.269531 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44754.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44920.910156 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44920.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44962.757812 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -44962.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44991.136719 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -44991.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45001.828125 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -45001.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45005.156250 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45005.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45007.039062 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45007.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45008.542969 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45008.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45010.687500 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45010.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45010.687500 Penalty: 1879.743286
	Iteration 9F: 3 clusters Score -45010.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Entering Unmasked Estep 
Score: -2016053.125000 Penalty: 1575.134766
	Iteration 0F: 2 clusters Score -2016053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2004923.500000 Penalty: 3150.269531
	Iteration 0F: 3 clusters Score -2004924 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2008878.875000 Penalty: 3150.269531
	Iteration 1F: 3 clusters Score -2008879 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2009317.250000 Penalty: 3150.269531
	Iteration 2F: 3 clusters Score -2009317 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2009678.250000 Penalty: 3150.269531
	Iteration 3F: 3 clusters Score -2009678 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2010051.000000 Penalty: 3150.269531
	Iteration 4Q: 3 clusters Score -2010051 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2010406.500000 Penalty: 3150.269531
	Iteration 5Q: 3 clusters Score -2010406 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2010876.375000 Penalty: 3150.269531
	Iteration 6Q: 3 clusters Score -2010876 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2011416.375000 Penalty: 3150.269531
	Iteration 7Q: 3 clusters Score -2011416 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2012044.875000 Penalty: 3150.269531
	Iteration 8F: 3 clusters Score -2012045 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2012700.750000 Penalty: 3150.269531
	Iteration 9Q: 3 clusters Score -2012701 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2013351.125000 Penalty: 3150.269531
	Iteration 10Q: 3 clusters Score -2013351 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2013948.625000 Penalty: 3150.269531
	Iteration 11Q: 3 clusters Score -2013949 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2014480.875000 Penalty: 3150.269531
	Iteration 12Q: 3 clusters Score -2014481 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2014978.375000 Penalty: 3150.269531
	Iteration 13Q: 3 clusters Score -2014978 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2015289.000000 Penalty: 3150.269531
	Iteration 14Q: 3 clusters Score -2015289 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2015488.125000 Penalty: 3150.269531
	Iteration 15Q: 3 clusters Score -2015488 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2015606.875000 Penalty: 3150.269531
	Iteration 16Q: 3 clusters Score -2015607 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2015666.250000 Penalty: 3150.269531
	Iteration 17Q: 3 clusters Score -2015666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2015706.000000 Penalty: 3150.269531
	Iteration 18Q: 3 clusters Score -2015706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2015732.625000 Penalty: 3150.269531
	Iteration 19Q: 3 clusters Score -2015733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2015752.500000 Penalty: 3150.269531
	Iteration 20F: 3 clusters Score -2015752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2015776.875000 Penalty: 3150.269531
	Iteration 21Q: 3 clusters Score -2015777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2015796.375000 Penalty: 3150.269531
	Iteration 22Q: 3 clusters Score -2015796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2015815.625000 Penalty: 3150.269531
	Iteration 23Q: 3 clusters Score -2015816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2015831.125000 Penalty: 3150.269531
	Iteration 24Q: 3 clusters Score -2015831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2015842.750000 Penalty: 3150.269531
	Iteration 25Q: 3 clusters Score -2015843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2015849.625000 Penalty: 3150.269531
	Iteration 26Q: 3 clusters Score -2015850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2015859.625000 Penalty: 3150.269531
	Iteration 27Q: 3 clusters Score -2015860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2015871.875000 Penalty: 3150.269531
	Iteration 28Q: 3 clusters Score -2015872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2015874.125000 Penalty: 3150.269531
	Iteration 29Q: 3 clusters Score -2015874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2015879.750000 Penalty: 3150.269531
	Iteration 30Q: 3 clusters Score -2015880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2015879.250000 Penalty: 3150.269531
	Iteration 31Q: 3 clusters Score -2015879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2015881.375000 Penalty: 3150.269531
	Iteration 32Q: 3 clusters Score -2015881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2015882.875000 Penalty: 3150.269531
	Iteration 33Q: 3 clusters Score -2015883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2015882.875000 Penalty: 3150.269531
	Iteration 34F: 3 clusters Score -2015883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8343.764648 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8343.765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8480.146484 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8480.146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8518.657227 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8518.657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8541.375000 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8541.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8581.136719 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8581.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8589.772461 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -8589.772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8624.214844 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -8624.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8626.596680 Penalty: 1710.374268
	Iteration 7Q: 3 clusters Score -8626.597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8626.596680 Penalty: 1710.374268
	Iteration 8F: 3 clusters Score -8626.597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2600535.500000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -2600536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2589492.250000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -2589492 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2593582.000000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -2593582 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2594021.000000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -2594021 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2594461.250000 Penalty: 3145.969727
	Iteration 3F: 3 clusters Score -2594461 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2595001.500000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -2595002 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2595720.750000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -2595721 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2596532.250000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -2596532 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2597290.000000 Penalty: 3145.969727
	Iteration 7F: 3 clusters Score -2597290 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2597793.750000 Penalty: 3145.969727
	Iteration 8Q: 3 clusters Score -2597794 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2598152.000000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -2598152 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2598390.250000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -2598390 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2598608.750000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -2598609 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2598786.750000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -2598787 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2598926.750000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -2598927 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2599023.750000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -2599024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2599093.000000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -2599093 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2599140.000000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -2599140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2599179.250000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -2599179 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2599218.500000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -2599218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2599250.500000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -2599250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2599268.500000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -2599268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2599286.000000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -2599286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2599297.750000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -2599298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2599305.500000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -2599306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2599313.000000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -2599313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2599318.250000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -2599318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2599335.250000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -2599335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2599351.000000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -2599351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2599358.000000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -2599358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2599367.250000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -2599367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2599380.500000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -2599380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2599377.250000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -2599377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2599381.250000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -2599381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2599393.000000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -2599393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2599395.000000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -2599395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2599390.000000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -2599390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2599398.250000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -2599398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2599399.750000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -2599400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2599409.750000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -2599410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2599402.000000 Penalty: 3145.969727
	Iteration 39Q: 3 clusters Score -2599402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2599408.500000 Penalty: 3145.969727
	Iteration 40F: 3 clusters Score -2599408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2599403.000000 Penalty: 3145.969727
	Iteration 41Q: 3 clusters Score -2599403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2599406.500000 Penalty: 3145.969727
	Iteration 42Q: 3 clusters Score -2599406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2599408.000000 Penalty: 3145.969727
	Iteration 43Q: 3 clusters Score -2599408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2599408.500000 Penalty: 3145.969727
	Iteration 44Q: 3 clusters Score -2599408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2599413.250000 Penalty: 3145.969727
	Iteration 45Q: 3 clusters Score -2599413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2599413.500000 Penalty: 3145.969727
	Iteration 46Q: 3 clusters Score -2599414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2599412.750000 Penalty: 3145.969727
	Iteration 47Q: 3 clusters Score -2599413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2599415.000000 Penalty: 3145.969727
	Iteration 48Q: 3 clusters Score -2599415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2599414.500000 Penalty: 3145.969727
	Iteration 49Q: 3 clusters Score -2599414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2599418.250000 Penalty: 3145.969727
	Iteration 50Q: 3 clusters Score -2599418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2599421.750000 Penalty: 3145.969727
	Iteration 51Q: 3 clusters Score -2599422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2599417.750000 Penalty: 3145.969727
	Iteration 52Q: 3 clusters Score -2599418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2599416.250000 Penalty: 3145.969727
	Iteration 53Q: 3 clusters Score -2599416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2599414.000000 Penalty: 3145.969727
	Iteration 54Q: 3 clusters Score -2599414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2599420.500000 Penalty: 3145.969727
	Iteration 55Q: 3 clusters Score -2599420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2599415.750000 Penalty: 3145.969727
	Iteration 56Q: 3 clusters Score -2599416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2599422.000000 Penalty: 3145.969727
	Iteration 57Q: 3 clusters Score -2599422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2599414.750000 Penalty: 3145.969727
	Iteration 58Q: 3 clusters Score -2599415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2599419.750000 Penalty: 3145.969727
	Iteration 59Q: 3 clusters Score -2599420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2599424.750000 Penalty: 3145.969727
	Iteration 60F: 3 clusters Score -2599425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2599427.250000 Penalty: 3145.969727
	Iteration 61Q: 3 clusters Score -2599427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2599425.250000 Penalty: 3145.969727
	Iteration 62Q: 3 clusters Score -2599425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2599426.500000 Penalty: 3145.969727
	Iteration 63Q: 3 clusters Score -2599426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2599430.250000 Penalty: 3145.969727
	Iteration 64Q: 3 clusters Score -2599430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2599426.250000 Penalty: 3145.969727
	Iteration 65Q: 3 clusters Score -2599426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2599429.500000 Penalty: 3145.969727
	Iteration 66Q: 3 clusters Score -2599430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2599431.500000 Penalty: 3145.969727
	Iteration 67Q: 3 clusters Score -2599432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2599432.750000 Penalty: 3145.969727
	Iteration 68Q: 3 clusters Score -2599433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2599436.750000 Penalty: 3145.969727
	Iteration 69Q: 3 clusters Score -2599437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2599432.500000 Penalty: 3145.969727
	Iteration 70Q: 3 clusters Score -2599432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2599440.000000 Penalty: 3145.969727
	Iteration 71Q: 3 clusters Score -2599440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2599433.750000 Penalty: 3145.969727
	Iteration 72Q: 3 clusters Score -2599434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2599431.750000 Penalty: 3145.969727
	Iteration 73Q: 3 clusters Score -2599432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2599435.000000 Penalty: 3145.969727
	Iteration 74Q: 3 clusters Score -2599435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2599436.750000 Penalty: 3145.969727
	Iteration 75Q: 3 clusters Score -2599437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2599436.750000 Penalty: 3145.969727
	Iteration 76F: 3 clusters Score -2599437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -32023.144531 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -32023.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31183.273438 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -31183.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31325.912109 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -31325.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31354.650391 Penalty: 1831.306519
	Iteration 2Q: 3 clusters Score -31354.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31358.687500 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -31358.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31358.687500 Penalty: 1831.306519
	Iteration 4F: 3 clusters Score -31358.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Entering Unmasked Estep 
Score: -668102.812500 Penalty: 1388.657837
	Iteration 0F: 2 clusters Score -668102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -664039.312500 Penalty: 2777.315674
	Iteration 0F: 3 clusters Score -664039.3 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -665207.500000 Penalty: 2777.315674
	Iteration 1F: 3 clusters Score -665207.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -665515.687500 Penalty: 2777.315674
	Iteration 2F: 3 clusters Score -665515.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -665815.062500 Penalty: 2777.315674
	Iteration 3F: 3 clusters Score -665815.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -666131.000000 Penalty: 2777.315674
	Iteration 4F: 3 clusters Score -666131 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -666441.562500 Penalty: 2777.315674
	Iteration 5F: 3 clusters Score -666441.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -666656.562500 Penalty: 2777.315674
	Iteration 6F: 3 clusters Score -666656.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -666851.625000 Penalty: 2777.315674
	Iteration 7F: 3 clusters Score -666851.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -666986.187500 Penalty: 2777.315674
	Iteration 8Q: 3 clusters Score -666986.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -667059.875000 Penalty: 2777.315674
	Iteration 9Q: 3 clusters Score -667059.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -667102.812500 Penalty: 2777.315674
	Iteration 10Q: 3 clusters Score -667102.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -667133.750000 Penalty: 2777.315674
	Iteration 11Q: 3 clusters Score -667133.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -667160.000000 Penalty: 2777.315674
	Iteration 12Q: 3 clusters Score -667160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -667177.312500 Penalty: 2777.315674
	Iteration 13Q: 3 clusters Score -667177.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -667189.312500 Penalty: 2777.315674
	Iteration 14Q: 3 clusters Score -667189.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -667200.312500 Penalty: 2777.315674
	Iteration 15Q: 3 clusters Score -667200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -667211.750000 Penalty: 2777.315674
	Iteration 16Q: 3 clusters Score -667211.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -667218.062500 Penalty: 2777.315674
	Iteration 17Q: 3 clusters Score -667218.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -667226.250000 Penalty: 2777.315674
	Iteration 18Q: 3 clusters Score -667226.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -667235.187500 Penalty: 2777.315674
	Iteration 19Q: 3 clusters Score -667235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -667241.875000 Penalty: 2777.315674
	Iteration 20F: 3 clusters Score -667241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -667245.562500 Penalty: 2777.315674
	Iteration 21Q: 3 clusters Score -667245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -667247.937500 Penalty: 2777.315674
	Iteration 22Q: 3 clusters Score -667247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -667249.687500 Penalty: 2777.315674
	Iteration 23Q: 3 clusters Score -667249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -667253.500000 Penalty: 2777.315674
	Iteration 24Q: 3 clusters Score -667253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -667256.500000 Penalty: 2777.315674
	Iteration 25Q: 3 clusters Score -667256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -667257.437500 Penalty: 2777.315674
	Iteration 26Q: 3 clusters Score -667257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -667258.625000 Penalty: 2777.315674
	Iteration 27Q: 3 clusters Score -667258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -667259.000000 Penalty: 2777.315674
	Iteration 28Q: 3 clusters Score -667259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -667259.000000 Penalty: 2777.315674
	Iteration 29F: 3 clusters Score -667259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (55368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Entering Unmasked Estep 
Score: -7403840.000000 Penalty: 1774.785522
	Iteration 0F: 2 clusters Score -7403840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -7367715.500000 Penalty: 3549.571045
	Iteration 0F: 3 clusters Score -7367716 nChanged 26014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -7382458.500000 Penalty: 3549.571045
	Iteration 1F: 3 clusters Score -7382458 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -7382962.500000 Penalty: 3549.571045
	Iteration 2Q: 3 clusters Score -7382962 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -7383563.000000 Penalty: 3549.571045
	Iteration 3Q: 3 clusters Score -7383563 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7384583.500000 Penalty: 3549.571045
	Iteration 4Q: 3 clusters Score -7384584 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -7386196.000000 Penalty: 3549.571045
	Iteration 5F: 3 clusters Score -7386196 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -7388873.000000 Penalty: 3549.571045
	Iteration 6F: 3 clusters Score -7388873 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -7392584.500000 Penalty: 3549.571045
	Iteration 7F: 3 clusters Score -7392584 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -7396651.500000 Penalty: 3549.571045
	Iteration 8F: 3 clusters Score -7396652 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7399651.000000 Penalty: 3549.571045
	Iteration 9F: 3 clusters Score -7399651 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7401116.000000 Penalty: 3549.571045
	Iteration 10Q: 3 clusters Score -7401116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7401792.500000 Penalty: 3549.571045
	Iteration 11Q: 3 clusters Score -7401792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7402052.000000 Penalty: 3549.571045
	Iteration 12Q: 3 clusters Score -7402052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7402162.000000 Penalty: 3549.571045
	Iteration 13Q: 3 clusters Score -7402162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7402223.500000 Penalty: 3549.571045
	Iteration 14Q: 3 clusters Score -7402224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7402262.500000 Penalty: 3549.571045
	Iteration 15Q: 3 clusters Score -7402262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7402288.000000 Penalty: 3549.571045
	Iteration 16Q: 3 clusters Score -7402288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7402301.500000 Penalty: 3549.571045
	Iteration 17Q: 3 clusters Score -7402302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7402315.000000 Penalty: 3549.571045
	Iteration 18Q: 3 clusters Score -7402315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7402332.500000 Penalty: 3549.571045
	Iteration 19Q: 3 clusters Score -7402332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7402339.500000 Penalty: 3549.571045
	Iteration 20F: 3 clusters Score -7402340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7402355.500000 Penalty: 3549.571045
	Iteration 21Q: 3 clusters Score -7402356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7402364.000000 Penalty: 3549.571045
	Iteration 22Q: 3 clusters Score -7402364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7402364.000000 Penalty: 3549.571045
	Iteration 23F: 3 clusters Score -7402364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -504460.375000 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -504460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -501227.343750 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -501227.3 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -502006.562500 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -502006.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -502196.312500 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -502196.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -502325.937500 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -502325.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -502413.875000 Penalty: 2677.094971
	Iteration 4Q: 3 clusters Score -502413.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -502474.093750 Penalty: 2677.094971
	Iteration 5Q: 3 clusters Score -502474.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -502513.968750 Penalty: 2677.094971
	Iteration 6Q: 3 clusters Score -502514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -502555.250000 Penalty: 2677.094971
	Iteration 7Q: 3 clusters Score -502555.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -502585.281250 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -502585.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -502612.781250 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -502612.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -502636.593750 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -502636.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -502656.156250 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -502656.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -502673.187500 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -502673.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -502690.218750 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -502690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -502703.718750 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -502703.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -502716.812500 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -502716.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -502730.093750 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -502730.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502742.562500 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -502742.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -502753.468750 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -502753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -502764.031250 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -502764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -502775.687500 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -502775.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -502787.531250 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -502787.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -502799.156250 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -502799.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -502807.468750 Penalty: 2677.094971
	Iteration 23Q: 3 clusters Score -502807.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -502816.000000 Penalty: 2677.094971
	Iteration 24Q: 3 clusters Score -502816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -502823.531250 Penalty: 2677.094971
	Iteration 25Q: 3 clusters Score -502823.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -502828.062500 Penalty: 2677.094971
	Iteration 26Q: 3 clusters Score -502828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -502833.093750 Penalty: 2677.094971
	Iteration 27Q: 3 clusters Score -502833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -502838.187500 Penalty: 2677.094971
	Iteration 28Q: 3 clusters Score -502838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -502842.812500 Penalty: 2677.094971
	Iteration 29Q: 3 clusters Score -502842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -502849.375000 Penalty: 2677.094971
	Iteration 30Q: 3 clusters Score -502849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -502855.937500 Penalty: 2677.094971
	Iteration 31Q: 3 clusters Score -502855.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -502865.656250 Penalty: 2677.094971
	Iteration 32Q: 3 clusters Score -502865.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -502871.937500 Penalty: 2677.094971
	Iteration 33Q: 3 clusters Score -502871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -502879.468750 Penalty: 2677.094971
	Iteration 34Q: 3 clusters Score -502879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -502881.781250 Penalty: 2677.094971
	Iteration 35Q: 3 clusters Score -502881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -502884.343750 Penalty: 2677.094971
	Iteration 36Q: 3 clusters Score -502884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -502885.281250 Penalty: 2677.094971
	Iteration 37Q: 3 clusters Score -502885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -502887.437500 Penalty: 2677.094971
	Iteration 38Q: 3 clusters Score -502887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502890.875000 Penalty: 2677.094971
	Iteration 39Q: 3 clusters Score -502890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -502892.906250 Penalty: 2677.094971
	Iteration 40F: 3 clusters Score -502892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -502895.812500 Penalty: 2677.094971
	Iteration 41Q: 3 clusters Score -502895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -502898.843750 Penalty: 2677.094971
	Iteration 42Q: 3 clusters Score -502898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -502900.812500 Penalty: 2677.094971
	Iteration 43Q: 3 clusters Score -502900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -502903.093750 Penalty: 2677.094971
	Iteration 44Q: 3 clusters Score -502903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -502904.687500 Penalty: 2677.094971
	Iteration 45Q: 3 clusters Score -502904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -502906.437500 Penalty: 2677.094971
	Iteration 46Q: 3 clusters Score -502906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -502908.187500 Penalty: 2677.094971
	Iteration 47Q: 3 clusters Score -502908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -502910.343750 Penalty: 2677.094971
	Iteration 48Q: 3 clusters Score -502910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -502914.312500 Penalty: 2677.094971
	Iteration 49Q: 3 clusters Score -502914.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -502917.687500 Penalty: 2677.094971
	Iteration 50Q: 3 clusters Score -502917.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -502919.937500 Penalty: 2677.094971
	Iteration 51Q: 3 clusters Score -502919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -502921.093750 Penalty: 2677.094971
	Iteration 52Q: 3 clusters Score -502921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -502921.312500 Penalty: 2677.094971
	Iteration 53Q: 3 clusters Score -502921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -502922.093750 Penalty: 2677.094971
	Iteration 54Q: 3 clusters Score -502922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -502922.218750 Penalty: 2677.094971
	Iteration 55Q: 3 clusters Score -502922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -502922.937500 Penalty: 2677.094971
	Iteration 56Q: 3 clusters Score -502922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -502923.093750 Penalty: 2677.094971
	Iteration 57Q: 3 clusters Score -502923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -502923.093750 Penalty: 2677.094971
	Iteration 58F: 3 clusters Score -502923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -76677.968750 Penalty: 1054.495850
	Iteration 0F: 2 clusters Score -76677.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75498.468750 Penalty: 2108.991699
	Iteration 0F: 3 clusters Score -75498.47 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75764.210938 Penalty: 2108.991699
	Iteration 1F: 3 clusters Score -75764.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75895.742188 Penalty: 2108.991699
	Iteration 2F: 3 clusters Score -75895.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75993.351562 Penalty: 2108.991699
	Iteration 3F: 3 clusters Score -75993.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76080.578125 Penalty: 2108.991699
	Iteration 4F: 3 clusters Score -76080.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76166.257812 Penalty: 2108.991699
	Iteration 5Q: 3 clusters Score -76166.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76263.398438 Penalty: 2108.991699
	Iteration 6Q: 3 clusters Score -76263.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76375.148438 Penalty: 2108.991699
	Iteration 7Q: 3 clusters Score -76375.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76441.171875 Penalty: 2108.991699
	Iteration 8Q: 3 clusters Score -76441.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76474.640625 Penalty: 2108.991699
	Iteration 9Q: 3 clusters Score -76474.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76498.828125 Penalty: 2108.991699
	Iteration 10Q: 3 clusters Score -76498.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76522.289062 Penalty: 2108.991699
	Iteration 11Q: 3 clusters Score -76522.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76552.632812 Penalty: 2108.991699
	Iteration 12Q: 3 clusters Score -76552.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76575.320312 Penalty: 2108.991699
	Iteration 13Q: 3 clusters Score -76575.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76586.578125 Penalty: 2108.991699
	Iteration 14Q: 3 clusters Score -76586.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76587.851562 Penalty: 2108.991699
	Iteration 15Q: 3 clusters Score -76587.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76588.679688 Penalty: 2108.991699
	Iteration 16Q: 3 clusters Score -76588.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76588.679688 Penalty: 2108.991699
	Iteration 17F: 3 clusters Score -76588.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -747518.125000 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -747518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -743095.562500 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -743095.6 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -744310.375000 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -744310.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -744468.000000 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -744468 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -744600.625000 Penalty: 2809.357910
	Iteration 3Q: 3 clusters Score -744600.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -744746.312500 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -744746.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -744918.187500 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -744918.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -745106.687500 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -745106.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -745291.312500 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -745291.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -745497.750000 Penalty: 2809.357910
	Iteration 8F: 3 clusters Score -745497.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -745723.937500 Penalty: 2809.357910
	Iteration 9F: 3 clusters Score -745723.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -745934.187500 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -745934.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -746123.125000 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -746123.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -746280.937500 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -746280.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -746389.875000 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -746389.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -746453.750000 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -746453.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -746483.812500 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -746483.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -746513.312500 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -746513.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -746533.562500 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -746533.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -746554.375000 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -746554.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -746571.375000 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -746571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -746583.375000 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -746583.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -746588.000000 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -746588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -746591.812500 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -746591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -746591.875000 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -746591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -746593.500000 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -746593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -746593.625000 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -746593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -746594.250000 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -746594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -746595.750000 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -746595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -746595.750000 Penalty: 2809.357910
	Iteration 28F: 3 clusters Score -746595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -48789.527344 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -48789.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47765.070312 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -47765.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47888.332031 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -47888.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47928.863281 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -47928.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47941.941406 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -47941.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47948.031250 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -47948.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47949.250000 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -47949.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47949.250000 Penalty: 1967.692871
	Iteration 6F: 3 clusters Score -47949.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -205788.812500 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -205788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204137.359375 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -204137.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -204547.953125 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -204548 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -204683.640625 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -204683.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -204776.656250 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -204776.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204828.906250 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -204828.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -204874.578125 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -204874.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204919.343750 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -204919.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204954.875000 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -204954.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204984.156250 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -204984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205015.546875 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -205015.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -205035.578125 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -205035.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -205051.000000 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -205051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205067.937500 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -205067.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205087.437500 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -205087.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -205097.562500 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -205097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -205099.375000 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -205099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205102.218750 Penalty: 2347.096680
	Iteration 16Q: 3 clusters Score -205102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205104.250000 Penalty: 2347.096680
	Iteration 17Q: 3 clusters Score -205104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -205104.984375 Penalty: 2347.096680
	Iteration 18Q: 3 clusters Score -205105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205105.984375 Penalty: 2347.096680
	Iteration 19Q: 3 clusters Score -205106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205108.515625 Penalty: 2347.096680
	Iteration 20F: 3 clusters Score -205108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205110.562500 Penalty: 2347.096680
	Iteration 21Q: 3 clusters Score -205110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205110.562500 Penalty: 2347.096680
	Iteration 22F: 3 clusters Score -205110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -20046.310547 Penalty: 877.935120
	Iteration 0F: 2 clusters Score -20046.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19296.390625 Penalty: 1755.870239
	Iteration 0F: 3 clusters Score -19296.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19401.539062 Penalty: 1755.870239
	Iteration 1F: 3 clusters Score -19401.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19427.326172 Penalty: 1755.870239
	Iteration 2Q: 3 clusters Score -19427.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19442.925781 Penalty: 1755.870239
	Iteration 3Q: 3 clusters Score -19442.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19464.025391 Penalty: 1755.870239
	Iteration 4Q: 3 clusters Score -19464.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19468.574219 Penalty: 1755.870239
	Iteration 5Q: 3 clusters Score -19468.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19510.751953 Penalty: 1755.870239
	Iteration 6Q: 3 clusters Score -19510.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19527.126953 Penalty: 1755.870239
	Iteration 7Q: 3 clusters Score -19527.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19533.167969 Penalty: 1755.870239
	Iteration 8Q: 3 clusters Score -19533.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19533.167969 Penalty: 1755.870239
	Iteration 9F: 3 clusters Score -19533.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (43019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Entering Unmasked Estep 
Score: -5706262.500000 Penalty: 1733.777100
	Iteration 0F: 2 clusters Score -5706262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5677375.500000 Penalty: 3467.554199
	Iteration 0F: 3 clusters Score -5677376 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5688899.500000 Penalty: 3467.554199
	Iteration 1F: 3 clusters Score -5688900 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5689584.500000 Penalty: 3467.554199
	Iteration 2Q: 3 clusters Score -5689584 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5690375.000000 Penalty: 3467.554199
	Iteration 3Q: 3 clusters Score -5690375 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5691602.500000 Penalty: 3467.554199
	Iteration 4F: 3 clusters Score -5691602 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5693525.500000 Penalty: 3467.554199
	Iteration 5F: 3 clusters Score -5693526 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5696214.500000 Penalty: 3467.554199
	Iteration 6F: 3 clusters Score -5696214 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5699206.500000 Penalty: 3467.554199
	Iteration 7F: 3 clusters Score -5699206 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5701614.500000 Penalty: 3467.554199
	Iteration 8F: 3 clusters Score -5701614 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5702989.500000 Penalty: 3467.554199
	Iteration 9Q: 3 clusters Score -5702990 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -5703809.000000 Penalty: 3467.554199
	Iteration 10Q: 3 clusters Score -5703809 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5704240.500000 Penalty: 3467.554199
	Iteration 11Q: 3 clusters Score -5704240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5704485.000000 Penalty: 3467.554199
	Iteration 12Q: 3 clusters Score -5704485 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5704636.500000 Penalty: 3467.554199
	Iteration 13Q: 3 clusters Score -5704636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5704716.500000 Penalty: 3467.554199
	Iteration 14Q: 3 clusters Score -5704716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5704800.000000 Penalty: 3467.554199
	Iteration 15Q: 3 clusters Score -5704800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5704859.000000 Penalty: 3467.554199
	Iteration 16Q: 3 clusters Score -5704859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5704885.500000 Penalty: 3467.554199
	Iteration 17Q: 3 clusters Score -5704886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5704919.000000 Penalty: 3467.554199
	Iteration 18Q: 3 clusters Score -5704919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5704948.000000 Penalty: 3467.554199
	Iteration 19Q: 3 clusters Score -5704948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5704977.000000 Penalty: 3467.554199
	Iteration 20F: 3 clusters Score -5704977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -5704978.000000 Penalty: 3467.554199
	Iteration 21Q: 3 clusters Score -5704978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5704982.000000 Penalty: 3467.554199
	Iteration 22Q: 3 clusters Score -5704982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5704996.000000 Penalty: 3467.554199
	Iteration 23Q: 3 clusters Score -5704996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5705001.500000 Penalty: 3467.554199
	Iteration 24Q: 3 clusters Score -5705002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5705005.500000 Penalty: 3467.554199
	Iteration 25Q: 3 clusters Score -5705006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5705008.500000 Penalty: 3467.554199
	Iteration 26Q: 3 clusters Score -5705008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5705009.000000 Penalty: 3467.554199
	Iteration 27Q: 3 clusters Score -5705009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5705005.000000 Penalty: 3467.554199
	Iteration 28Q: 3 clusters Score -5705005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5705005.000000 Penalty: 3467.554199
	Iteration 29F: 3 clusters Score -5705005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Entering Unmasked Estep 
Score: -6360415.500000 Penalty: 1750.486572
	Iteration 0F: 2 clusters Score -6360416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6328935.500000 Penalty: 3500.973145
	Iteration 0F: 3 clusters Score -6328936 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6341325.000000 Penalty: 3500.973145
	Iteration 1F: 3 clusters Score -6341325 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6341660.500000 Penalty: 3500.973145
	Iteration 2Q: 3 clusters Score -6341660 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -6341978.500000 Penalty: 3500.973145
	Iteration 3Q: 3 clusters Score -6341978 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -6342353.000000 Penalty: 3500.973145
	Iteration 4Q: 3 clusters Score -6342353 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6342804.000000 Penalty: 3500.973145
	Iteration 5Q: 3 clusters Score -6342804 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -6343557.500000 Penalty: 3500.973145
	Iteration 6Q: 3 clusters Score -6343558 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -6344683.000000 Penalty: 3500.973145
	Iteration 7Q: 3 clusters Score -6344683 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -6346241.500000 Penalty: 3500.973145
	Iteration 8F: 3 clusters Score -6346242 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6348245.500000 Penalty: 3500.973145
	Iteration 9F: 3 clusters Score -6348246 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6350352.000000 Penalty: 3500.973145
	Iteration 10F: 3 clusters Score -6350352 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -6351793.000000 Penalty: 3500.973145
	Iteration 11F: 3 clusters Score -6351793 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -6352407.000000 Penalty: 3500.973145
	Iteration 12Q: 3 clusters Score -6352407 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -6352714.000000 Penalty: 3500.973145
	Iteration 13Q: 3 clusters Score -6352714 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -6352856.000000 Penalty: 3500.973145
	Iteration 14Q: 3 clusters Score -6352856 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6352986.500000 Penalty: 3500.973145
	Iteration 15Q: 3 clusters Score -6352986 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -6353118.000000 Penalty: 3500.973145
	Iteration 16Q: 3 clusters Score -6353118 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6353227.000000 Penalty: 3500.973145
	Iteration 17Q: 3 clusters Score -6353227 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6353326.500000 Penalty: 3500.973145
	Iteration 18Q: 3 clusters Score -6353326 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6353423.500000 Penalty: 3500.973145
	Iteration 19Q: 3 clusters Score -6353424 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -6353515.500000 Penalty: 3500.973145
	Iteration 20F: 3 clusters Score -6353516 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -6353624.500000 Penalty: 3500.973145
	Iteration 21Q: 3 clusters Score -6353624 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -6353740.000000 Penalty: 3500.973145
	Iteration 22Q: 3 clusters Score -6353740 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -6353876.500000 Penalty: 3500.973145
	Iteration 23Q: 3 clusters Score -6353876 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -6354017.500000 Penalty: 3500.973145
	Iteration 24Q: 3 clusters Score -6354018 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -6354157.000000 Penalty: 3500.973145
	Iteration 25Q: 3 clusters Score -6354157 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -6354311.500000 Penalty: 3500.973145
	Iteration 26Q: 3 clusters Score -6354312 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -6354471.000000 Penalty: 3500.973145
	Iteration 27Q: 3 clusters Score -6354471 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -6354601.000000 Penalty: 3500.973145
	Iteration 28Q: 3 clusters Score -6354601 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -6354775.500000 Penalty: 3500.973145
	Iteration 29Q: 3 clusters Score -6354776 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -6354963.500000 Penalty: 3500.973145
	Iteration 30Q: 3 clusters Score -6354964 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -6355177.500000 Penalty: 3500.973145
	Iteration 31Q: 3 clusters Score -6355178 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6355440.500000 Penalty: 3500.973145
	Iteration 32Q: 3 clusters Score -6355440 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -6355654.500000 Penalty: 3500.973145
	Iteration 33Q: 3 clusters Score -6355654 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -6355860.000000 Penalty: 3500.973145
	Iteration 34Q: 3 clusters Score -6355860 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6356099.000000 Penalty: 3500.973145
	Iteration 35Q: 3 clusters Score -6356099 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -6356321.500000 Penalty: 3500.973145
	Iteration 36Q: 3 clusters Score -6356322 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6356564.500000 Penalty: 3500.973145
	Iteration 37Q: 3 clusters Score -6356564 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6356788.000000 Penalty: 3500.973145
	Iteration 38Q: 3 clusters Score -6356788 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -6356990.000000 Penalty: 3500.973145
	Iteration 39Q: 3 clusters Score -6356990 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6357243.000000 Penalty: 3500.973145
	Iteration 40F: 3 clusters Score -6357243 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6357461.000000 Penalty: 3500.973145
	Iteration 41Q: 3 clusters Score -6357461 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6357673.000000 Penalty: 3500.973145
	Iteration 42Q: 3 clusters Score -6357673 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6357886.000000 Penalty: 3500.973145
	Iteration 43Q: 3 clusters Score -6357886 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6358036.500000 Penalty: 3500.973145
	Iteration 44Q: 3 clusters Score -6358036 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6358185.500000 Penalty: 3500.973145
	Iteration 45Q: 3 clusters Score -6358186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6358288.000000 Penalty: 3500.973145
	Iteration 46Q: 3 clusters Score -6358288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6358395.000000 Penalty: 3500.973145
	Iteration 47Q: 3 clusters Score -6358395 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6358470.000000 Penalty: 3500.973145
	Iteration 48Q: 3 clusters Score -6358470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6358531.500000 Penalty: 3500.973145
	Iteration 49Q: 3 clusters Score -6358532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6358637.500000 Penalty: 3500.973145
	Iteration 50Q: 3 clusters Score -6358638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6358697.000000 Penalty: 3500.973145
	Iteration 51Q: 3 clusters Score -6358697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6358726.000000 Penalty: 3500.973145
	Iteration 52Q: 3 clusters Score -6358726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6358761.000000 Penalty: 3500.973145
	Iteration 53Q: 3 clusters Score -6358761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6358786.500000 Penalty: 3500.973145
	Iteration 54Q: 3 clusters Score -6358786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6358793.500000 Penalty: 3500.973145
	Iteration 55Q: 3 clusters Score -6358794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6358826.000000 Penalty: 3500.973145
	Iteration 56Q: 3 clusters Score -6358826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6358870.000000 Penalty: 3500.973145
	Iteration 57Q: 3 clusters Score -6358870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6358886.000000 Penalty: 3500.973145
	Iteration 58Q: 3 clusters Score -6358886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6358898.000000 Penalty: 3500.973145
	Iteration 59Q: 3 clusters Score -6358898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6358918.000000 Penalty: 3500.973145
	Iteration 60F: 3 clusters Score -6358918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6358924.500000 Penalty: 3500.973145
	Iteration 61Q: 3 clusters Score -6358924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6358928.000000 Penalty: 3500.973145
	Iteration 62Q: 3 clusters Score -6358928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6358940.500000 Penalty: 3500.973145
	Iteration 63Q: 3 clusters Score -6358940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6358937.500000 Penalty: 3500.973145
	Iteration 64Q: 3 clusters Score -6358938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6358936.500000 Penalty: 3500.973145
	Iteration 65Q: 3 clusters Score -6358936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6358945.500000 Penalty: 3500.973145
	Iteration 66Q: 3 clusters Score -6358946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6358946.500000 Penalty: 3500.973145
	Iteration 67Q: 3 clusters Score -6358946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6358945.500000 Penalty: 3500.973145
	Iteration 68Q: 3 clusters Score -6358946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6358944.000000 Penalty: 3500.973145
	Iteration 69Q: 3 clusters Score -6358944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6358944.500000 Penalty: 3500.973145
	Iteration 70Q: 3 clusters Score -6358944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6358945.500000 Penalty: 3500.973145
	Iteration 71Q: 3 clusters Score -6358946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6358940.000000 Penalty: 3500.973145
	Iteration 72Q: 3 clusters Score -6358940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6358940.000000 Penalty: 3500.973145
	Iteration 73F: 3 clusters Score -6358940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (81969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Entering Unmasked Estep 
Score: -10941842.000000 Penalty: 1838.540649
	Iteration 0F: 2 clusters Score -1.094184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -10892242.000000 Penalty: 3677.081299
	Iteration 0F: 3 clusters Score -1.089224e+07 nChanged 38951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -10914843.000000 Penalty: 3677.081299
	Iteration 1F: 3 clusters Score -1.091484e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -10915908.000000 Penalty: 3677.081299
	Iteration 2Q: 3 clusters Score -1.091591e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -10917149.000000 Penalty: 3677.081299
	Iteration 3Q: 3 clusters Score -1.091715e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -10918539.000000 Penalty: 3677.081299
	Iteration 4Q: 3 clusters Score -1.091854e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -10920082.000000 Penalty: 3677.081299
	Iteration 5F: 3 clusters Score -1.092008e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -10921694.000000 Penalty: 3677.081299
	Iteration 6F: 3 clusters Score -1.092169e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -10923503.000000 Penalty: 3677.081299
	Iteration 7F: 3 clusters Score -1.09235e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -10925351.000000 Penalty: 3677.081299
	Iteration 8Q: 3 clusters Score -1.092535e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -10927653.000000 Penalty: 3677.081299
	Iteration 9Q: 3 clusters Score -1.092765e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -10930176.000000 Penalty: 3677.081299
	Iteration 10Q: 3 clusters Score -1.093018e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -10932427.000000 Penalty: 3677.081299
	Iteration 11Q: 3 clusters Score -1.093243e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -10933807.000000 Penalty: 3677.081299
	Iteration 12Q: 3 clusters Score -1.093381e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -10934755.000000 Penalty: 3677.081299
	Iteration 13Q: 3 clusters Score -1.093476e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -10935689.000000 Penalty: 3677.081299
	Iteration 14Q: 3 clusters Score -1.093569e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -10936800.000000 Penalty: 3677.081299
	Iteration 15Q: 3 clusters Score -1.09368e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -10938014.000000 Penalty: 3677.081299
	Iteration 16Q: 3 clusters Score -1.093801e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -10939219.000000 Penalty: 3677.081299
	Iteration 17Q: 3 clusters Score -1.093922e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -10940216.000000 Penalty: 3677.081299
	Iteration 18Q: 3 clusters Score -1.094022e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -10941408.000000 Penalty: 3677.081299
	Iteration 19Q: 3 clusters Score -1.094141e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -10942245.000000 Penalty: 3677.081299
	Iteration 20F: 3 clusters Score -1.094224e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -10942928.000000 Penalty: 3677.081299
	Iteration 21Q: 3 clusters Score -1.094293e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -10943312.000000 Penalty: 3677.081299
	Iteration 22Q: 3 clusters Score -1.094331e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -10943543.000000 Penalty: 3677.081299
	Iteration 23Q: 3 clusters Score -1.094354e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -10943696.000000 Penalty: 3677.081299
	Iteration 24Q: 3 clusters Score -1.09437e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -10943782.000000 Penalty: 3677.081299
	Iteration 25Q: 3 clusters Score -1.094378e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -10943800.000000 Penalty: 3677.081299
	Iteration 26Q: 3 clusters Score -1.09438e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -10943832.000000 Penalty: 3677.081299
	Iteration 27Q: 3 clusters Score -1.094383e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -10943842.000000 Penalty: 3677.081299
	Iteration 28Q: 3 clusters Score -1.094384e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -10943862.000000 Penalty: 3677.081299
	Iteration 29Q: 3 clusters Score -1.094386e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -10943838.000000 Penalty: 3677.081299
	Iteration 30Q: 3 clusters Score -1.094384e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -10943808.000000 Penalty: 3677.081299
	Iteration 31Q: 3 clusters Score -1.094381e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -10943804.000000 Penalty: 3677.081299
	Iteration 32Q: 3 clusters Score -1.09438e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -10943831.000000 Penalty: 3677.081299
	Iteration 33Q: 3 clusters Score -1.094383e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -10943784.000000 Penalty: 3677.081299
	Iteration 34Q: 3 clusters Score -1.094378e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -10943790.000000 Penalty: 3677.081299
	Iteration 35Q: 3 clusters Score -1.094379e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -10943797.000000 Penalty: 3677.081299
	Iteration 36Q: 3 clusters Score -1.09438e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -10943689.000000 Penalty: 3677.081299
	Iteration 37Q: 3 clusters Score -1.094369e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -10943582.000000 Penalty: 3677.081299
	Iteration 38Q: 3 clusters Score -1.094358e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -10943600.000000 Penalty: 3677.081299
	Iteration 39Q: 3 clusters Score -1.09436e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -10943641.000000 Penalty: 3677.081299
	Iteration 40F: 3 clusters Score -1.094364e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -10943526.000000 Penalty: 3677.081299
	Iteration 41Q: 3 clusters Score -1.094353e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -10943559.000000 Penalty: 3677.081299
	Iteration 42Q: 3 clusters Score -1.094356e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -10943534.000000 Penalty: 3677.081299
	Iteration 43Q: 3 clusters Score -1.094353e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -10943535.000000 Penalty: 3677.081299
	Iteration 44Q: 3 clusters Score -1.094354e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -10943546.000000 Penalty: 3677.081299
	Iteration 45Q: 3 clusters Score -1.094355e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -10943472.000000 Penalty: 3677.081299
	Iteration 46Q: 3 clusters Score -1.094347e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -10943419.000000 Penalty: 3677.081299
	Iteration 47Q: 3 clusters Score -1.094342e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -10943396.000000 Penalty: 3677.081299
	Iteration 48Q: 3 clusters Score -1.09434e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -10943552.000000 Penalty: 3677.081299
	Iteration 49Q: 3 clusters Score -1.094355e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -10943671.000000 Penalty: 3677.081299
	Iteration 50Q: 3 clusters Score -1.094367e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -10943720.000000 Penalty: 3677.081299
	Iteration 51Q: 3 clusters Score -1.094372e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -10943818.000000 Penalty: 3677.081299
	Iteration 52Q: 3 clusters Score -1.094382e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -10943864.000000 Penalty: 3677.081299
	Iteration 53Q: 3 clusters Score -1.094386e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -10943909.000000 Penalty: 3677.081299
	Iteration 54Q: 3 clusters Score -1.094391e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -10943921.000000 Penalty: 3677.081299
	Iteration 55Q: 3 clusters Score -1.094392e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -10943928.000000 Penalty: 3677.081299
	Iteration 56Q: 3 clusters Score -1.094393e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -10943962.000000 Penalty: 3677.081299
	Iteration 57Q: 3 clusters Score -1.094396e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -10943963.000000 Penalty: 3677.081299
	Iteration 58Q: 3 clusters Score -1.094396e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -10943951.000000 Penalty: 3677.081299
	Iteration 59Q: 3 clusters Score -1.094395e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -10943934.000000 Penalty: 3677.081299
	Iteration 60F: 3 clusters Score -1.094393e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -10943910.000000 Penalty: 3677.081299
	Iteration 61Q: 3 clusters Score -1.094391e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -10943914.000000 Penalty: 3677.081299
	Iteration 62Q: 3 clusters Score -1.094391e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -10943924.000000 Penalty: 3677.081299
	Iteration 63Q: 3 clusters Score -1.094392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -10943925.000000 Penalty: 3677.081299
	Iteration 64Q: 3 clusters Score -1.094392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -10943910.000000 Penalty: 3677.081299
	Iteration 65Q: 3 clusters Score -1.094391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -10943917.000000 Penalty: 3677.081299
	Iteration 66Q: 3 clusters Score -1.094392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -10943912.000000 Penalty: 3677.081299
	Iteration 67Q: 3 clusters Score -1.094391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -10943917.000000 Penalty: 3677.081299
	Iteration 68Q: 3 clusters Score -1.094392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -10943925.000000 Penalty: 3677.081299
	Iteration 69Q: 3 clusters Score -1.094392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -10943923.000000 Penalty: 3677.081299
	Iteration 70Q: 3 clusters Score -1.094392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -10943919.000000 Penalty: 3677.081299
	Iteration 71Q: 3 clusters Score -1.094392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -10943927.000000 Penalty: 3677.081299
	Iteration 72Q: 3 clusters Score -1.094393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -10943929.000000 Penalty: 3677.081299
	Iteration 73Q: 3 clusters Score -1.094393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -10943927.000000 Penalty: 3677.081299
	Iteration 74Q: 3 clusters Score -1.094393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -10943935.000000 Penalty: 3677.081299
	Iteration 75Q: 3 clusters Score -1.094394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -10943931.000000 Penalty: 3677.081299
	Iteration 76Q: 3 clusters Score -1.094393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -10943916.000000 Penalty: 3677.081299
	Iteration 77Q: 3 clusters Score -1.094392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -10943921.000000 Penalty: 3677.081299
	Iteration 78Q: 3 clusters Score -1.094392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -10943923.000000 Penalty: 3677.081299
	Iteration 79Q: 3 clusters Score -1.094392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -10943928.000000 Penalty: 3677.081299
	Iteration 80F: 3 clusters Score -1.094393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -10943929.000000 Penalty: 3677.081299
	Iteration 81Q: 3 clusters Score -1.094393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -10943926.000000 Penalty: 3677.081299
	Iteration 82Q: 3 clusters Score -1.094393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -10943932.000000 Penalty: 3677.081299
	Iteration 83Q: 3 clusters Score -1.094393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -10943929.000000 Penalty: 3677.081299
	Iteration 84Q: 3 clusters Score -1.094393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -10943929.000000 Penalty: 3677.081299
	Iteration 85F: 3 clusters Score -1.094393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31125 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41734 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 64694 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 55368 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5677 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43019 members 
Mstep: Class 37 contains 47678 members 
Mstep: Class 38 contains 19441 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43213 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71061 members 
Mstep: Class 51 contains 62528 members 
Entering Unmasked Estep 
Score: -85984824.000000 Penalty: 111074.656250
Splitting cluster 38 changes total score from -85984168.000000 to -85984824.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106564.070312 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106564.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106772.343750 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106772.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106847.507812 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106847.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106867.507812 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106878.187500 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106883.960938 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106888.218750 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106893.468750 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106899.351562 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106900.031250 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -106900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106900.031250 Penalty: 2124.424805
	Iteration 10F: 3 clusters Score -106900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7974.198242 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7974.198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8096.302246 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8096.302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8137.296387 Penalty: 1733.133667
	Iteration 2Q: 3 clusters Score -8137.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8141.136719 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8141.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8146.870117 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8146.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8146.870117 Penalty: 1733.133667
	Iteration 5F: 3 clusters Score -8146.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -97651.992188 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -97651.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96455.812500 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -96455.81 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96866.015625 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -96866.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97042.085938 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -97042.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97129.820312 Penalty: 2170.052246
	Iteration 3F: 3 clusters Score -97129.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97169.945312 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -97169.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97191.171875 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -97191.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -97206.445312 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -97206.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -97213.226562 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -97213.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97220.171875 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -97220.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97226.164062 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -97226.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97228.664062 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -97228.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97238.539062 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -97238.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97239.210938 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -97239.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97239.210938 Penalty: 2170.052246
	Iteration 13F: 3 clusters Score -97239.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -2278489.750000 Penalty: 1587.719971
	Iteration 0F: 2 clusters Score -2278490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2266527.500000 Penalty: 3175.439941
	Iteration 0F: 3 clusters Score -2266528 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2270682.750000 Penalty: 3175.439941
	Iteration 1F: 3 clusters Score -2270683 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2271026.250000 Penalty: 3175.439941
	Iteration 2Q: 3 clusters Score -2271026 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2271377.750000 Penalty: 3175.439941
	Iteration 3Q: 3 clusters Score -2271378 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2271840.000000 Penalty: 3175.439941
	Iteration 4F: 3 clusters Score -2271840 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2272465.750000 Penalty: 3175.439941
	Iteration 5F: 3 clusters Score -2272466 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2273282.000000 Penalty: 3175.439941
	Iteration 6F: 3 clusters Score -2273282 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2274111.500000 Penalty: 3175.439941
	Iteration 7F: 3 clusters Score -2274112 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2274906.500000 Penalty: 3175.439941
	Iteration 8F: 3 clusters Score -2274906 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2275584.000000 Penalty: 3175.439941
	Iteration 9Q: 3 clusters Score -2275584 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2276096.500000 Penalty: 3175.439941
	Iteration 10Q: 3 clusters Score -2276096 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2276415.250000 Penalty: 3175.439941
	Iteration 11Q: 3 clusters Score -2276415 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2276629.750000 Penalty: 3175.439941
	Iteration 12Q: 3 clusters Score -2276630 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2276787.250000 Penalty: 3175.439941
	Iteration 13Q: 3 clusters Score -2276787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2276882.750000 Penalty: 3175.439941
	Iteration 14Q: 3 clusters Score -2276883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2276948.250000 Penalty: 3175.439941
	Iteration 15Q: 3 clusters Score -2276948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2277012.250000 Penalty: 3175.439941
	Iteration 16Q: 3 clusters Score -2277012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2277045.000000 Penalty: 3175.439941
	Iteration 17Q: 3 clusters Score -2277045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2277088.250000 Penalty: 3175.439941
	Iteration 18Q: 3 clusters Score -2277088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2277116.250000 Penalty: 3175.439941
	Iteration 19Q: 3 clusters Score -2277116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2277149.000000 Penalty: 3175.439941
	Iteration 20F: 3 clusters Score -2277149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2277176.250000 Penalty: 3175.439941
	Iteration 21Q: 3 clusters Score -2277176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2277202.500000 Penalty: 3175.439941
	Iteration 22Q: 3 clusters Score -2277202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2277217.750000 Penalty: 3175.439941
	Iteration 23Q: 3 clusters Score -2277218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2277238.500000 Penalty: 3175.439941
	Iteration 24Q: 3 clusters Score -2277238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2277245.250000 Penalty: 3175.439941
	Iteration 25Q: 3 clusters Score -2277245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2277248.250000 Penalty: 3175.439941
	Iteration 26Q: 3 clusters Score -2277248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2277253.000000 Penalty: 3175.439941
	Iteration 27Q: 3 clusters Score -2277253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2277253.500000 Penalty: 3175.439941
	Iteration 28Q: 3 clusters Score -2277254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2277257.750000 Penalty: 3175.439941
	Iteration 29Q: 3 clusters Score -2277258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2277261.500000 Penalty: 3175.439941
	Iteration 30Q: 3 clusters Score -2277262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2277260.500000 Penalty: 3175.439941
	Iteration 31Q: 3 clusters Score -2277260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2277258.000000 Penalty: 3175.439941
	Iteration 32Q: 3 clusters Score -2277258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2277258.750000 Penalty: 3175.439941
	Iteration 33Q: 3 clusters Score -2277259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2277261.250000 Penalty: 3175.439941
	Iteration 34Q: 3 clusters Score -2277261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2277262.000000 Penalty: 3175.439941
	Iteration 35Q: 3 clusters Score -2277262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2277262.000000 Penalty: 3175.439941
	Iteration 36F: 3 clusters Score -2277262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17880.582031 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -17880.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17149.876953 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -17149.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17376.394531 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -17376.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17437.810547 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -17437.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17471.566406 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -17471.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17482.615234 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -17482.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17492.882812 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -17492.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17496.705078 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -17496.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17535.927734 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -17535.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17578.398438 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -17578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17590.724609 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -17590.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17590.724609 Penalty: 1864.385986
	Iteration 10F: 3 clusters Score -17590.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32968.062500 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -32968.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33147.800781 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33147.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33290.097656 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33290.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33357.914062 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -33357.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33435.507812 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33435.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33547.722656 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33547.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33625.035156 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33625.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33700.648438 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33700.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33765.132812 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33765.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33819.761719 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33819.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33863.273438 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -33863.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33873.398438 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -33873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33878.289062 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -33878.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33878.289062 Penalty: 1927.979736
	Iteration 13F: 3 clusters Score -33878.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51662.937500 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -51662.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50671.820312 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -50671.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50785.269531 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -50785.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50819.683594 Penalty: 1961.531494
	Iteration 2Q: 3 clusters Score -50819.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50847.601562 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -50847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50856.578125 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -50856.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50861.808594 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -50861.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50866.191406 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -50866.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50867.773438 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -50867.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50869.476562 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -50869.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50869.476562 Penalty: 1961.531494
	Iteration 9F: 3 clusters Score -50869.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101281.648438 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101281.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101559.296875 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101559.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101687.421875 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101687.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101756.937500 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101756.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101792.250000 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101792.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101809.859375 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101809.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101821.156250 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101830.593750 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101835.046875 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -101835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101842.601562 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -101842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101848.023438 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -101848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101851.914062 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -101851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101851.914062 Penalty: 2150.221191
	Iteration 12F: 3 clusters Score -101851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (43213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Entering Unmasked Estep 
Score: -5747517.000000 Penalty: 1734.508179
	Iteration 0F: 2 clusters Score -5747517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5718486.500000 Penalty: 3469.016357
	Iteration 0F: 3 clusters Score -5718486 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5730076.500000 Penalty: 3469.016357
	Iteration 1F: 3 clusters Score -5730076 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5730657.000000 Penalty: 3469.016357
	Iteration 2Q: 3 clusters Score -5730657 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5731388.500000 Penalty: 3469.016357
	Iteration 3Q: 3 clusters Score -5731388 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5732317.500000 Penalty: 3469.016357
	Iteration 4Q: 3 clusters Score -5732318 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -5733645.500000 Penalty: 3469.016357
	Iteration 5F: 3 clusters Score -5733646 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5735579.500000 Penalty: 3469.016357
	Iteration 6F: 3 clusters Score -5735580 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5737618.000000 Penalty: 3469.016357
	Iteration 7F: 3 clusters Score -5737618 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -5739496.000000 Penalty: 3469.016357
	Iteration 8F: 3 clusters Score -5739496 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5741170.500000 Penalty: 3469.016357
	Iteration 9Q: 3 clusters Score -5741170 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5742324.500000 Penalty: 3469.016357
	Iteration 10Q: 3 clusters Score -5742324 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5743135.500000 Penalty: 3469.016357
	Iteration 11Q: 3 clusters Score -5743136 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -5743778.000000 Penalty: 3469.016357
	Iteration 12Q: 3 clusters Score -5743778 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5744255.500000 Penalty: 3469.016357
	Iteration 13Q: 3 clusters Score -5744256 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5744629.500000 Penalty: 3469.016357
	Iteration 14Q: 3 clusters Score -5744630 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5744935.000000 Penalty: 3469.016357
	Iteration 15Q: 3 clusters Score -5744935 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5745195.000000 Penalty: 3469.016357
	Iteration 16Q: 3 clusters Score -5745195 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5745443.500000 Penalty: 3469.016357
	Iteration 17Q: 3 clusters Score -5745444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5745613.000000 Penalty: 3469.016357
	Iteration 18Q: 3 clusters Score -5745613 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5745745.000000 Penalty: 3469.016357
	Iteration 19Q: 3 clusters Score -5745745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5745805.500000 Penalty: 3469.016357
	Iteration 20F: 3 clusters Score -5745806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5745853.000000 Penalty: 3469.016357
	Iteration 21Q: 3 clusters Score -5745853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5745880.500000 Penalty: 3469.016357
	Iteration 22Q: 3 clusters Score -5745880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5745900.000000 Penalty: 3469.016357
	Iteration 23Q: 3 clusters Score -5745900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5745938.500000 Penalty: 3469.016357
	Iteration 24Q: 3 clusters Score -5745938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5745955.500000 Penalty: 3469.016357
	Iteration 25Q: 3 clusters Score -5745956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5745973.500000 Penalty: 3469.016357
	Iteration 26Q: 3 clusters Score -5745974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5745989.000000 Penalty: 3469.016357
	Iteration 27Q: 3 clusters Score -5745989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5745997.500000 Penalty: 3469.016357
	Iteration 28Q: 3 clusters Score -5745998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5746009.500000 Penalty: 3469.016357
	Iteration 29Q: 3 clusters Score -5746010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5746013.000000 Penalty: 3469.016357
	Iteration 30Q: 3 clusters Score -5746013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5746012.000000 Penalty: 3469.016357
	Iteration 31Q: 3 clusters Score -5746012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5746017.500000 Penalty: 3469.016357
	Iteration 32Q: 3 clusters Score -5746018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5746012.500000 Penalty: 3469.016357
	Iteration 33Q: 3 clusters Score -5746012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5746018.000000 Penalty: 3469.016357
	Iteration 34Q: 3 clusters Score -5746018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5746018.000000 Penalty: 3469.016357
	Iteration 35F: 3 clusters Score -5746018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -603749.937500 Penalty: 1364.705078
	Iteration 0F: 2 clusters Score -603749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -600089.312500 Penalty: 2729.410156
	Iteration 0F: 3 clusters Score -600089.3 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -601059.000000 Penalty: 2729.410156
	Iteration 1F: 3 clusters Score -601059 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -601249.937500 Penalty: 2729.410156
	Iteration 2F: 3 clusters Score -601249.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -601358.187500 Penalty: 2729.410156
	Iteration 3F: 3 clusters Score -601358.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -601419.000000 Penalty: 2729.410156
	Iteration 4Q: 3 clusters Score -601419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -601468.875000 Penalty: 2729.410156
	Iteration 5Q: 3 clusters Score -601468.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -601499.937500 Penalty: 2729.410156
	Iteration 6Q: 3 clusters Score -601499.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -601525.375000 Penalty: 2729.410156
	Iteration 7Q: 3 clusters Score -601525.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -601549.937500 Penalty: 2729.410156
	Iteration 8Q: 3 clusters Score -601549.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -601577.500000 Penalty: 2729.410156
	Iteration 9Q: 3 clusters Score -601577.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -601599.500000 Penalty: 2729.410156
	Iteration 10Q: 3 clusters Score -601599.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -601632.562500 Penalty: 2729.410156
	Iteration 11Q: 3 clusters Score -601632.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -601670.687500 Penalty: 2729.410156
	Iteration 12Q: 3 clusters Score -601670.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -601712.125000 Penalty: 2729.410156
	Iteration 13Q: 3 clusters Score -601712.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -601754.750000 Penalty: 2729.410156
	Iteration 14Q: 3 clusters Score -601754.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -601808.750000 Penalty: 2729.410156
	Iteration 15Q: 3 clusters Score -601808.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -601869.937500 Penalty: 2729.410156
	Iteration 16Q: 3 clusters Score -601869.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -601923.437500 Penalty: 2729.410156
	Iteration 17Q: 3 clusters Score -601923.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -601984.750000 Penalty: 2729.410156
	Iteration 18Q: 3 clusters Score -601984.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -602048.062500 Penalty: 2729.410156
	Iteration 19Q: 3 clusters Score -602048.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -602113.937500 Penalty: 2729.410156
	Iteration 20F: 3 clusters Score -602113.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -602179.375000 Penalty: 2729.410156
	Iteration 21Q: 3 clusters Score -602179.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -602243.562500 Penalty: 2729.410156
	Iteration 22Q: 3 clusters Score -602243.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -602308.750000 Penalty: 2729.410156
	Iteration 23Q: 3 clusters Score -602308.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -602377.750000 Penalty: 2729.410156
	Iteration 24Q: 3 clusters Score -602377.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -602428.375000 Penalty: 2729.410156
	Iteration 25Q: 3 clusters Score -602428.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -602458.562500 Penalty: 2729.410156
	Iteration 26Q: 3 clusters Score -602458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -602480.000000 Penalty: 2729.410156
	Iteration 27Q: 3 clusters Score -602480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -602496.375000 Penalty: 2729.410156
	Iteration 28Q: 3 clusters Score -602496.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -602520.312500 Penalty: 2729.410156
	Iteration 29Q: 3 clusters Score -602520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -602531.437500 Penalty: 2729.410156
	Iteration 30Q: 3 clusters Score -602531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -602535.625000 Penalty: 2729.410156
	Iteration 31Q: 3 clusters Score -602535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -602536.750000 Penalty: 2729.410156
	Iteration 32Q: 3 clusters Score -602536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -602541.312500 Penalty: 2729.410156
	Iteration 33Q: 3 clusters Score -602541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -602545.187500 Penalty: 2729.410156
	Iteration 34Q: 3 clusters Score -602545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -602546.500000 Penalty: 2729.410156
	Iteration 35Q: 3 clusters Score -602546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -602546.500000 Penalty: 2729.410156
	Iteration 36F: 3 clusters Score -602546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35548.937500 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35548.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35681.410156 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35681.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35719.800781 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35732.882812 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35732.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35743.078125 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35743.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35754.472656 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35754.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35755.968750 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35755.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35757.195312 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -35757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35758.972656 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -35758.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35758.972656 Penalty: 1923.640503
	Iteration 9F: 3 clusters Score -35758.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (71061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Entering Unmasked Estep 
Score: -9477777.000000 Penalty: 1815.335327
	Iteration 0F: 2 clusters Score -9477777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9432198.000000 Penalty: 3630.670654
	Iteration 0F: 3 clusters Score -9432198 nChanged 33626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -9451273.000000 Penalty: 3630.670654
	Iteration 1F: 3 clusters Score -9451273 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -9451727.000000 Penalty: 3630.670654
	Iteration 2Q: 3 clusters Score -9451727 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -9452250.000000 Penalty: 3630.670654
	Iteration 3Q: 3 clusters Score -9452250 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -9452939.000000 Penalty: 3630.670654
	Iteration 4Q: 3 clusters Score -9452939 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -9454069.000000 Penalty: 3630.670654
	Iteration 5Q: 3 clusters Score -9454069 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -9455898.000000 Penalty: 3630.670654
	Iteration 6F: 3 clusters Score -9455898 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -9458944.000000 Penalty: 3630.670654
	Iteration 7F: 3 clusters Score -9458944 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -9463473.000000 Penalty: 3630.670654
	Iteration 8F: 3 clusters Score -9463473 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -9468775.000000 Penalty: 3630.670654
	Iteration 9F: 3 clusters Score -9468775 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -9472871.000000 Penalty: 3630.670654
	Iteration 10F: 3 clusters Score -9472871 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9475012.000000 Penalty: 3630.670654
	Iteration 11Q: 3 clusters Score -9475012 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9475685.000000 Penalty: 3630.670654
	Iteration 12Q: 3 clusters Score -9475685 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9475921.000000 Penalty: 3630.670654
	Iteration 13Q: 3 clusters Score -9475921 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9476074.000000 Penalty: 3630.670654
	Iteration 14Q: 3 clusters Score -9476074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9476129.000000 Penalty: 3630.670654
	Iteration 15Q: 3 clusters Score -9476129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9476154.000000 Penalty: 3630.670654
	Iteration 16Q: 3 clusters Score -9476154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9476169.000000 Penalty: 3630.670654
	Iteration 17Q: 3 clusters Score -9476169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9476177.000000 Penalty: 3630.670654
	Iteration 18Q: 3 clusters Score -9476177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9476192.000000 Penalty: 3630.670654
	Iteration 19Q: 3 clusters Score -9476192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9476213.000000 Penalty: 3630.670654
	Iteration 20F: 3 clusters Score -9476213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9476220.000000 Penalty: 3630.670654
	Iteration 21Q: 3 clusters Score -9476220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9476234.000000 Penalty: 3630.670654
	Iteration 22Q: 3 clusters Score -9476234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9476238.000000 Penalty: 3630.670654
	Iteration 23Q: 3 clusters Score -9476238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9476248.000000 Penalty: 3630.670654
	Iteration 24Q: 3 clusters Score -9476248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9476254.000000 Penalty: 3630.670654
	Iteration 25Q: 3 clusters Score -9476254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9476257.000000 Penalty: 3630.670654
	Iteration 26Q: 3 clusters Score -9476257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9476256.000000 Penalty: 3630.670654
	Iteration 27Q: 3 clusters Score -9476256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9476256.000000 Penalty: 3630.670654
	Iteration 28F: 3 clusters Score -9476256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 31125 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41734 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 64694 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 55368 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5677 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43019 members 
Mstep: Class 37 contains 47678 members 
Mstep: Class 38 contains 19441 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43213 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985816.000000 Penalty: 111074.656250
Iteration 239Q: 52 clusters Score -8.598582e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11645 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 26278 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30991 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42174 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 64708 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 55356 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5693 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 43019 members 
Mstep: Class 37 contains 47673 members 
Mstep: Class 38 contains 20253 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17532 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 43096 members 
Mstep: Class 48 contains 4153 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71915 members 
Mstep: Class 51 contains 61574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986424.000000 Penalty: 111074.656250
Iteration 240F: 52 clusters Score -8.598642e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11637 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 26260 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30840 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25160 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42385 members 
Mstep: Class 20 contains 14624 members 
Mstep: Class 21 contains 64700 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16259 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 55221 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5706 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42937 members 
Mstep: Class 37 contains 47619 members 
Mstep: Class 38 contains 20758 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17485 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 42942 members 
Mstep: Class 48 contains 3840 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 71514 members 
Mstep: Class 51 contains 63099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987256.000000 Penalty: 111074.656250
Iteration 241Q: 52 clusters Score -8.598726e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 14943 members 
Mstep: Class 11 contains 26251 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30710 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24372 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42507 members 
Mstep: Class 20 contains 14638 members 
Mstep: Class 21 contains 64706 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 55104 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5719 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42832 members 
Mstep: Class 37 contains 47578 members 
Mstep: Class 38 contains 21394 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17455 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 42802 members 
Mstep: Class 48 contains 3540 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 70697 members 
Mstep: Class 51 contains 64824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987936.000000 Penalty: 111074.656250
Iteration 242Q: 52 clusters Score -8.598794e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11629 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 26243 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30611 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23527 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42577 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 64710 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16207 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 55007 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42717 members 
Mstep: Class 37 contains 47522 members 
Mstep: Class 38 contains 22176 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17426 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 42626 members 
Mstep: Class 48 contains 3257 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 69454 members 
Mstep: Class 51 contains 66915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988856.000000 Penalty: 111074.656250
Iteration 243Q: 52 clusters Score -8.598886e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 26233 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30507 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22748 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42582 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 64697 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16170 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 55028 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5759 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42573 members 
Mstep: Class 37 contains 47444 members 
Mstep: Class 38 contains 23074 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17398 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 42391 members 
Mstep: Class 48 contains 2954 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 68012 members 
Mstep: Class 51 contains 69129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989104.000000 Penalty: 111074.656250
Iteration 244Q: 52 clusters Score -8.59891e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 26221 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30417 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22112 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42529 members 
Mstep: Class 20 contains 14677 members 
Mstep: Class 21 contains 64682 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16151 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5142 members 
Mstep: Class 29 contains 55141 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5778 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42407 members 
Mstep: Class 37 contains 47372 members 
Mstep: Class 38 contains 24126 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17386 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 42101 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 66502 members 
Mstep: Class 51 contains 71108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989568.000000 Penalty: 111074.656250
Iteration 245Q: 52 clusters Score -8.598957e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 26190 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30348 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21486 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42462 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 21 contains 64638 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16136 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 55348 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5796 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42243 members 
Mstep: Class 37 contains 47264 members 
Mstep: Class 38 contains 25288 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17380 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 41761 members 
Mstep: Class 48 contains 2338 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 64949 members 
Mstep: Class 51 contains 73048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 48. Lose 2175.127686 but Gain 2177.929688
Score: -85989424.000000 Penalty: 108896.726562
Iteration 246Q: 51 clusters Score -8.598942e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 26168 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30244 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20844 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42359 members 
Mstep: Class 20 contains 14705 members 
Mstep: Class 21 contains 64601 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16124 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 57232 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5809 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42064 members 
Mstep: Class 37 contains 47216 members 
Mstep: Class 38 contains 26609 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17366 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 41736 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 63381 members 
Mstep: Class 51 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991040.000000 Penalty: 108896.726562
Iteration 247Q: 51 clusters Score -8.599104e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14916 members 
Mstep: Class 11 contains 26166 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30139 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20405 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42279 members 
Mstep: Class 20 contains 14710 members 
Mstep: Class 21 contains 64589 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16092 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 58284 members 
Mstep: Class 30 contains 3875 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5822 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41898 members 
Mstep: Class 37 contains 47140 members 
Mstep: Class 38 contains 28110 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17347 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 40256 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 61825 members 
Mstep: Class 51 contains 76287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990768.000000 Penalty: 108896.726562
Iteration 248Q: 51 clusters Score -8.599077e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 26166 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 30033 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42227 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 64605 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16093 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 59230 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5832 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41761 members 
Mstep: Class 37 contains 47095 members 
Mstep: Class 38 contains 29720 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17338 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 38998 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 60351 members 
Mstep: Class 51 contains 77066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990904.000000 Penalty: 108896.726562
Iteration 249Q: 51 clusters Score -8.59909e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14900 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29952 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 19903 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42221 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 64609 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16086 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 60067 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41665 members 
Mstep: Class 37 contains 47101 members 
Mstep: Class 38 contains 31302 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17326 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 37973 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 58874 members 
Mstep: Class 51 contains 77547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991048.000000 Penalty: 108896.726562
Iteration 250Q: 51 clusters Score -8.599105e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29878 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42257 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 64617 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16107 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 60607 members 
Mstep: Class 30 contains 3917 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41593 members 
Mstep: Class 37 contains 47105 members 
Mstep: Class 38 contains 32856 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17311 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 37109 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 57485 members 
Mstep: Class 51 contains 77831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990688.000000 Penalty: 108896.726562
Iteration 251Q: 51 clusters Score -8.599069e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 26140 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29794 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 19960 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42300 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 64651 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16116 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 61037 members 
Mstep: Class 30 contains 3919 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5851 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41572 members 
Mstep: Class 37 contains 47109 members 
Mstep: Class 38 contains 34412 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17296 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 36323 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 56289 members 
Mstep: Class 51 contains 77769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990880.000000 Penalty: 108896.726562
Iteration 252Q: 51 clusters Score -8.599088e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11585 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14886 members 
Mstep: Class 11 contains 26124 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29702 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20031 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42307 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 64666 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16113 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 61365 members 
Mstep: Class 30 contains 3923 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5856 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41556 members 
Mstep: Class 37 contains 47159 members 
Mstep: Class 38 contains 35988 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17291 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 35527 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 55254 members 
Mstep: Class 51 contains 77685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990752.000000 Penalty: 108896.726562
Iteration 253Q: 51 clusters Score -8.599075e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 26109 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29595 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20094 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42307 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 64676 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16103 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 61602 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5864 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41517 members 
Mstep: Class 37 contains 47178 members 
Mstep: Class 38 contains 37527 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 34749 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 54285 members 
Mstep: Class 51 contains 77710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990480.000000 Penalty: 108896.726562
Iteration 254Q: 51 clusters Score -8.599048e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 26115 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29494 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20128 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42315 members 
Mstep: Class 20 contains 14741 members 
Mstep: Class 21 contains 64701 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16112 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 61636 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5870 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41497 members 
Mstep: Class 37 contains 47196 members 
Mstep: Class 38 contains 38992 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17307 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 34079 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 53376 members 
Mstep: Class 51 contains 77792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990376.000000 Penalty: 108896.726562
Iteration 255Q: 51 clusters Score -8.599038e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 26121 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29397 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20183 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 64730 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16115 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 61490 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41471 members 
Mstep: Class 37 contains 47242 members 
Mstep: Class 38 contains 40430 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17312 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 33435 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 52542 members 
Mstep: Class 51 contains 77974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990184.000000 Penalty: 108896.726562
Iteration 256Q: 51 clusters Score -8.599018e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11570 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 26130 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29296 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20236 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42285 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 64752 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16108 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 61294 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5870 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41476 members 
Mstep: Class 37 contains 47283 members 
Mstep: Class 38 contains 41856 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17319 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 32768 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 51747 members 
Mstep: Class 51 contains 78152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989584.000000 Penalty: 108896.726562
Iteration 257Q: 51 clusters Score -8.598958e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14905 members 
Mstep: Class 11 contains 26139 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29188 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20319 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42305 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 64775 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16111 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 61017 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5878 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41495 members 
Mstep: Class 37 contains 47333 members 
Mstep: Class 38 contains 43272 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17333 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 32046 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 51015 members 
Mstep: Class 51 contains 78354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989248.000000 Penalty: 108896.726562
Iteration 258Q: 51 clusters Score -8.598925e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 26134 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 29071 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20438 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42326 members 
Mstep: Class 20 contains 14756 members 
Mstep: Class 21 contains 64804 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 60748 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5883 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41494 members 
Mstep: Class 37 contains 47375 members 
Mstep: Class 38 contains 44607 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17328 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 31332 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 50350 members 
Mstep: Class 51 contains 78563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989408.000000 Penalty: 108896.726562
Iteration 259Q: 51 clusters Score -8.598941e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14903 members 
Mstep: Class 11 contains 26139 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28953 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20550 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42364 members 
Mstep: Class 20 contains 14758 members 
Mstep: Class 21 contains 64822 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16145 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 60500 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5887 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41511 members 
Mstep: Class 37 contains 47449 members 
Mstep: Class 38 contains 45814 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17326 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 30605 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 49740 members 
Mstep: Class 51 contains 78777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989992.000000 Penalty: 108896.726562
Iteration 260F: 51 clusters Score -8.598999e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14900 members 
Mstep: Class 11 contains 26128 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28839 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20670 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42380 members 
Mstep: Class 20 contains 14769 members 
Mstep: Class 21 contains 64837 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 59904 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5890 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41521 members 
Mstep: Class 37 contains 47492 members 
Mstep: Class 38 contains 47988 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17320 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 29830 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 48642 members 
Mstep: Class 51 contains 79002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989848.000000 Penalty: 108896.726562
Iteration 261Q: 51 clusters Score -8.598985e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 26118 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28721 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20825 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42404 members 
Mstep: Class 20 contains 14763 members 
Mstep: Class 21 contains 64851 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16122 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 58917 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5888 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41552 members 
Mstep: Class 37 contains 47551 members 
Mstep: Class 38 contains 50258 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 17307 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 29030 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 47553 members 
Mstep: Class 51 contains 79494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989656.000000 Penalty: 108896.726562
Iteration 262Q: 51 clusters Score -8.598966e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 26124 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28612 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 20976 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42414 members 
Mstep: Class 20 contains 14764 members 
Mstep: Class 21 contains 64870 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16111 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 57517 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5888 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41582 members 
Mstep: Class 37 contains 47582 members 
Mstep: Class 38 contains 52794 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17305 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 28201 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 46481 members 
Mstep: Class 51 contains 80141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989440.000000 Penalty: 108896.726562
Iteration 263Q: 51 clusters Score -8.598944e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 26137 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28500 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21134 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42406 members 
Mstep: Class 20 contains 14762 members 
Mstep: Class 21 contains 64910 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16091 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 55752 members 
Mstep: Class 30 contains 3924 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5880 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41644 members 
Mstep: Class 37 contains 47669 members 
Mstep: Class 38 contains 55554 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17311 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 27209 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 45530 members 
Mstep: Class 51 contains 80870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989296.000000 Penalty: 108896.726562
Iteration 264Q: 51 clusters Score -8.59893e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 26156 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28380 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21301 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42351 members 
Mstep: Class 20 contains 14767 members 
Mstep: Class 21 contains 64942 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16088 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 53926 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5872 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41712 members 
Mstep: Class 37 contains 47797 members 
Mstep: Class 38 contains 58214 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17312 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 26316 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 44837 members 
Mstep: Class 51 contains 81389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988936.000000 Penalty: 108896.726562
Iteration 265Q: 51 clusters Score -8.598894e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 26187 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21474 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42301 members 
Mstep: Class 20 contains 14763 members 
Mstep: Class 21 contains 64971 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16094 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 52144 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5861 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41757 members 
Mstep: Class 37 contains 47896 members 
Mstep: Class 38 contains 60807 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17314 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 25513 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 44273 members 
Mstep: Class 51 contains 81743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988800.000000 Penalty: 108896.726562
Iteration 266Q: 51 clusters Score -8.59888e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 26201 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28134 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21648 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42183 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 64986 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16081 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 51173 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41799 members 
Mstep: Class 37 contains 47967 members 
Mstep: Class 38 contains 63119 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17319 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 24862 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 43819 members 
Mstep: Class 51 contains 81446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988984.000000 Penalty: 108896.726562
Iteration 267Q: 51 clusters Score -8.598898e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 26218 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 28004 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42053 members 
Mstep: Class 20 contains 14760 members 
Mstep: Class 21 contains 65006 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16054 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 50742 members 
Mstep: Class 30 contains 3963 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41814 members 
Mstep: Class 37 contains 47960 members 
Mstep: Class 38 contains 65434 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17322 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 24227 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 43380 members 
Mstep: Class 51 contains 80719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989480.000000 Penalty: 108896.726562
Iteration 268Q: 51 clusters Score -8.598948e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 26232 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27879 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 21967 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41934 members 
Mstep: Class 20 contains 14753 members 
Mstep: Class 21 contains 65012 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16031 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 50639 members 
Mstep: Class 30 contains 3958 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5783 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41790 members 
Mstep: Class 37 contains 47912 members 
Mstep: Class 38 contains 67761 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17312 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 23634 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 42845 members 
Mstep: Class 51 contains 79855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989744.000000 Penalty: 108896.726562
Iteration 269Q: 51 clusters Score -8.598974e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 26224 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27751 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22142 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41846 members 
Mstep: Class 20 contains 14751 members 
Mstep: Class 21 contains 65022 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16014 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 50812 members 
Mstep: Class 30 contains 3966 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5753 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41753 members 
Mstep: Class 37 contains 47835 members 
Mstep: Class 38 contains 70082 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17318 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 23017 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 42254 members 
Mstep: Class 51 contains 78759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989328.000000 Penalty: 108896.726562
Iteration 270Q: 51 clusters Score -8.598933e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27616 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41740 members 
Mstep: Class 20 contains 14744 members 
Mstep: Class 21 contains 65022 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 16003 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 51195 members 
Mstep: Class 30 contains 3971 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5733 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41706 members 
Mstep: Class 37 contains 47756 members 
Mstep: Class 38 contains 72454 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17323 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 22421 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 41583 members 
Mstep: Class 51 contains 77478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989832.000000 Penalty: 108896.726562
Iteration 271Q: 51 clusters Score -8.598983e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14902 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27502 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22474 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41644 members 
Mstep: Class 20 contains 14730 members 
Mstep: Class 21 contains 65020 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15988 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 51639 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5705 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41638 members 
Mstep: Class 37 contains 47664 members 
Mstep: Class 38 contains 74628 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17318 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 21805 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 40907 members 
Mstep: Class 51 contains 76411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989576.000000 Penalty: 108896.726562
Iteration 272Q: 51 clusters Score -8.598958e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 26228 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27359 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22623 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41541 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 65020 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15958 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 52141 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5666 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41583 members 
Mstep: Class 37 contains 47563 members 
Mstep: Class 38 contains 76611 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17310 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 21172 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 40279 members 
Mstep: Class 51 contains 75492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989448.000000 Penalty: 108896.726562
Iteration 273Q: 51 clusters Score -8.598945e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14907 members 
Mstep: Class 11 contains 26220 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27223 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22796 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41426 members 
Mstep: Class 20 contains 14747 members 
Mstep: Class 21 contains 65024 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15938 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 52581 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5636 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41485 members 
Mstep: Class 37 contains 47464 members 
Mstep: Class 38 contains 78437 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17315 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 20598 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 39591 members 
Mstep: Class 51 contains 74793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989184.000000 Penalty: 108896.726562
Iteration 274Q: 51 clusters Score -8.598918e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 27086 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 22964 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41349 members 
Mstep: Class 20 contains 14761 members 
Mstep: Class 21 contains 65014 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15924 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 53002 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41378 members 
Mstep: Class 37 contains 47361 members 
Mstep: Class 38 contains 80074 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17308 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 20031 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 38931 members 
Mstep: Class 51 contains 74270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988848.000000 Penalty: 108896.726562
Iteration 275Q: 51 clusters Score -8.598885e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 26213 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26953 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23146 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41318 members 
Mstep: Class 20 contains 14775 members 
Mstep: Class 21 contains 65002 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15926 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 53402 members 
Mstep: Class 30 contains 4008 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5554 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41283 members 
Mstep: Class 37 contains 47251 members 
Mstep: Class 38 contains 81481 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17288 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 19461 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 38253 members 
Mstep: Class 51 contains 73943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988464.000000 Penalty: 108896.726562
Iteration 276Q: 51 clusters Score -8.598846e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 26216 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26831 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23326 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41259 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 65002 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15907 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 53726 members 
Mstep: Class 30 contains 4008 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5528 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41187 members 
Mstep: Class 37 contains 47165 members 
Mstep: Class 38 contains 82599 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17265 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 18855 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 37568 members 
Mstep: Class 51 contains 74012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988056.000000 Penalty: 108896.726562
Iteration 277Q: 51 clusters Score -8.598806e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 26212 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26680 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41233 members 
Mstep: Class 20 contains 14825 members 
Mstep: Class 21 contains 65011 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15904 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 53925 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5497 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41061 members 
Mstep: Class 37 contains 47027 members 
Mstep: Class 38 contains 83534 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17255 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 18268 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36879 members 
Mstep: Class 51 contains 74418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987760.000000 Penalty: 108896.726562
Iteration 278Q: 51 clusters Score -8.598776e+07 nChanged 3342
Entering ConstructFrom: 
Score: -85987760.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.351562 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39162.812500 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39162.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39440.617188 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39440.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39563.257812 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39563.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39678.597656 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39678.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39845.152344 Penalty: 1988.381592
	Iteration 4F: 3 clusters Score -39845.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39939.375000 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -39939.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40032.535156 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40032.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40127.824219 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40127.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40193.714844 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40193.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40225.660156 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40225.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40253.492188 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40253.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40256.765625 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -40256.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40266.742188 Penalty: 1988.381592
	Iteration 12F: 3 clusters Score -40266.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40307.457031 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -40307.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40365.687500 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -40365.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40380.488281 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -40380.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40381.765625 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -40381.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40398.597656 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -40398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40398.785156 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -40398.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40399.167969 Penalty: 1988.381592
	Iteration 19Q: 3 clusters Score -40399.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40399.167969 Penalty: 1988.381592
	Iteration 20F: 3 clusters Score -40399.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54107 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5459 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40942 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 84307 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17247 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17697 members 
Mstep: Class 48 contains 213 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36250 members 
Mstep: Class 51 contains 74922 members 
Entering Unmasked Estep 
Score: -85986216.000000 Penalty: 111074.656250
Splitting cluster 1 changes total score from -85987760.000000 to -85986216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -1506741.000000 Penalty: 1520.462036
	Iteration 0F: 2 clusters Score -1506741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1498583.500000 Penalty: 3040.924072
	Iteration 0F: 3 clusters Score -1498584 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1501325.875000 Penalty: 3040.924072
	Iteration 1F: 3 clusters Score -1501326 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1501659.500000 Penalty: 3040.924072
	Iteration 2F: 3 clusters Score -1501660 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1502054.125000 Penalty: 3040.924072
	Iteration 3F: 3 clusters Score -1502054 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1502510.250000 Penalty: 3040.924072
	Iteration 4F: 3 clusters Score -1502510 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1503026.125000 Penalty: 3040.924072
	Iteration 5F: 3 clusters Score -1503026 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1503576.125000 Penalty: 3040.924072
	Iteration 6F: 3 clusters Score -1503576 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1504141.625000 Penalty: 3040.924072
	Iteration 7F: 3 clusters Score -1504142 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1504631.000000 Penalty: 3040.924072
	Iteration 8Q: 3 clusters Score -1504631 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1504998.125000 Penalty: 3040.924072
	Iteration 9Q: 3 clusters Score -1504998 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1505231.000000 Penalty: 3040.924072
	Iteration 10Q: 3 clusters Score -1505231 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1505412.625000 Penalty: 3040.924072
	Iteration 11Q: 3 clusters Score -1505413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1505526.750000 Penalty: 3040.924072
	Iteration 12Q: 3 clusters Score -1505527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1505589.250000 Penalty: 3040.924072
	Iteration 13Q: 3 clusters Score -1505589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1505616.500000 Penalty: 3040.924072
	Iteration 14Q: 3 clusters Score -1505616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1505640.375000 Penalty: 3040.924072
	Iteration 15Q: 3 clusters Score -1505640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1505650.125000 Penalty: 3040.924072
	Iteration 16Q: 3 clusters Score -1505650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1505662.250000 Penalty: 3040.924072
	Iteration 17Q: 3 clusters Score -1505662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1505667.125000 Penalty: 3040.924072
	Iteration 18Q: 3 clusters Score -1505667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1505672.875000 Penalty: 3040.924072
	Iteration 19Q: 3 clusters Score -1505673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1505674.750000 Penalty: 3040.924072
	Iteration 20F: 3 clusters Score -1505675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1505675.500000 Penalty: 3040.924072
	Iteration 21Q: 3 clusters Score -1505676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1505675.375000 Penalty: 3040.924072
	Iteration 22Q: 3 clusters Score -1505675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1505677.000000 Penalty: 3040.924072
	Iteration 23Q: 3 clusters Score -1505677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1505677.500000 Penalty: 3040.924072
	Iteration 24Q: 3 clusters Score -1505678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1505680.625000 Penalty: 3040.924072
	Iteration 25Q: 3 clusters Score -1505681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1505680.125000 Penalty: 3040.924072
	Iteration 26Q: 3 clusters Score -1505680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1505684.500000 Penalty: 3040.924072
	Iteration 27Q: 3 clusters Score -1505684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1505685.250000 Penalty: 3040.924072
	Iteration 28Q: 3 clusters Score -1505685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1505687.750000 Penalty: 3040.924072
	Iteration 29Q: 3 clusters Score -1505688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1505689.500000 Penalty: 3040.924072
	Iteration 30Q: 3 clusters Score -1505690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1505691.125000 Penalty: 3040.924072
	Iteration 31Q: 3 clusters Score -1505691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1505694.125000 Penalty: 3040.924072
	Iteration 32Q: 3 clusters Score -1505694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1505695.250000 Penalty: 3040.924072
	Iteration 33Q: 3 clusters Score -1505695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1505696.625000 Penalty: 3040.924072
	Iteration 34Q: 3 clusters Score -1505697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1505697.375000 Penalty: 3040.924072
	Iteration 35Q: 3 clusters Score -1505697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1505699.375000 Penalty: 3040.924072
	Iteration 36Q: 3 clusters Score -1505699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1505702.000000 Penalty: 3040.924072
	Iteration 37Q: 3 clusters Score -1505702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1505702.750000 Penalty: 3040.924072
	Iteration 38Q: 3 clusters Score -1505703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1505702.875000 Penalty: 3040.924072
	Iteration 39Q: 3 clusters Score -1505703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1505702.875000 Penalty: 3040.924072
	Iteration 40F: 3 clusters Score -1505703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -148187.609375 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -148187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146599.203125 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -146599.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -146957.671875 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -146957.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147060.781250 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -147060.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147102.031250 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -147102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -147128.968750 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -147129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147152.062500 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -147152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -147168.250000 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -147168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147186.656250 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -147186.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147209.328125 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -147209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147230.156250 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -147230.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147248.593750 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -147248.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147260.703125 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -147260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147269.921875 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -147269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -147280.312500 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -147280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -147290.703125 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -147290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -147301.046875 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -147301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147310.281250 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -147310.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147325.406250 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -147325.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147344.421875 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -147344.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -147368.671875 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -147368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147389.500000 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -147389.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147412.781250 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -147412.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -147425.375000 Penalty: 2302.917969
	Iteration 22Q: 3 clusters Score -147425.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -147435.843750 Penalty: 2302.917969
	Iteration 23Q: 3 clusters Score -147435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -147441.906250 Penalty: 2302.917969
	Iteration 24Q: 3 clusters Score -147441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147444.031250 Penalty: 2302.917969
	Iteration 25Q: 3 clusters Score -147444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -147454.343750 Penalty: 2302.917969
	Iteration 26Q: 3 clusters Score -147454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147462.562500 Penalty: 2302.917969
	Iteration 27Q: 3 clusters Score -147462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -147468.218750 Penalty: 2302.917969
	Iteration 28Q: 3 clusters Score -147468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -147469.765625 Penalty: 2302.917969
	Iteration 29Q: 3 clusters Score -147469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -147470.984375 Penalty: 2302.917969
	Iteration 30Q: 3 clusters Score -147471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -147471.328125 Penalty: 2302.917969
	Iteration 31Q: 3 clusters Score -147471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -147472.546875 Penalty: 2302.917969
	Iteration 32Q: 3 clusters Score -147472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -147473.484375 Penalty: 2302.917969
	Iteration 33Q: 3 clusters Score -147473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -147474.203125 Penalty: 2302.917969
	Iteration 34Q: 3 clusters Score -147474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -147475.656250 Penalty: 2302.917969
	Iteration 35Q: 3 clusters Score -147475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -147477.703125 Penalty: 2302.917969
	Iteration 36Q: 3 clusters Score -147477.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -147477.703125 Penalty: 2302.917969
	Iteration 37F: 3 clusters Score -147477.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56186.644531 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -56186.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55191.910156 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -55191.91 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55491.183594 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -55491.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55665.441406 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -55665.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55765.707031 Penalty: 2013.181763
	Iteration 3F: 3 clusters Score -55765.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55847.617188 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -55847.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55893.269531 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -55893.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55905.625000 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -55905.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55916.386719 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -55916.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55925.144531 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -55925.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55927.214844 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -55927.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55928.777344 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -55928.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55928.777344 Penalty: 2013.181763
	Iteration 11F: 3 clusters Score -55928.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44152.304688 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44152.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44473.238281 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44473.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44598.632812 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44598.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44646.839844 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -44646.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44673.179688 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44673.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44683.492188 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44683.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44699.257812 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44699.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44699.257812 Penalty: 1939.829956
	Iteration 7F: 3 clusters Score -44699.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -514668.562500 Penalty: 1352.112305
	Iteration 0F: 2 clusters Score -514668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -511273.843750 Penalty: 2704.224609
	Iteration 0F: 3 clusters Score -511273.8 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -512251.625000 Penalty: 2704.224609
	Iteration 1F: 3 clusters Score -512251.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -512616.156250 Penalty: 2704.224609
	Iteration 2F: 3 clusters Score -512616.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -512903.468750 Penalty: 2704.224609
	Iteration 3F: 3 clusters Score -512903.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -513142.250000 Penalty: 2704.224609
	Iteration 4F: 3 clusters Score -513142.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -513288.093750 Penalty: 2704.224609
	Iteration 5F: 3 clusters Score -513288.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -513397.281250 Penalty: 2704.224609
	Iteration 6Q: 3 clusters Score -513397.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -513490.125000 Penalty: 2704.224609
	Iteration 7Q: 3 clusters Score -513490.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -513563.937500 Penalty: 2704.224609
	Iteration 8Q: 3 clusters Score -513563.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -513637.062500 Penalty: 2704.224609
	Iteration 9Q: 3 clusters Score -513637.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -513726.718750 Penalty: 2704.224609
	Iteration 10Q: 3 clusters Score -513726.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -513850.062500 Penalty: 2704.224609
	Iteration 11Q: 3 clusters Score -513850.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -513975.125000 Penalty: 2704.224609
	Iteration 12Q: 3 clusters Score -513975.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -514144.812500 Penalty: 2704.224609
	Iteration 13Q: 3 clusters Score -514144.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -514283.031250 Penalty: 2704.224609
	Iteration 14Q: 3 clusters Score -514283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -514381.375000 Penalty: 2704.224609
	Iteration 15Q: 3 clusters Score -514381.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -514439.187500 Penalty: 2704.224609
	Iteration 16Q: 3 clusters Score -514439.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -514479.968750 Penalty: 2704.224609
	Iteration 17Q: 3 clusters Score -514480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -514498.000000 Penalty: 2704.224609
	Iteration 18Q: 3 clusters Score -514498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -514510.406250 Penalty: 2704.224609
	Iteration 19Q: 3 clusters Score -514510.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -514519.906250 Penalty: 2704.224609
	Iteration 20F: 3 clusters Score -514519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -514527.218750 Penalty: 2704.224609
	Iteration 21Q: 3 clusters Score -514527.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -514532.031250 Penalty: 2704.224609
	Iteration 22Q: 3 clusters Score -514532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -514532.968750 Penalty: 2704.224609
	Iteration 23Q: 3 clusters Score -514533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -514533.500000 Penalty: 2704.224609
	Iteration 24Q: 3 clusters Score -514533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -514533.625000 Penalty: 2704.224609
	Iteration 25Q: 3 clusters Score -514533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -514533.625000 Penalty: 2704.224609
	Iteration 26F: 3 clusters Score -514533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19079.560547 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19079.56 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19252.412109 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19252.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19311.666016 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19311.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19345.539062 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19345.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19362.539062 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19362.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19366.841797 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19366.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19367.236328 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19367.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19367.236328 Penalty: 1900.092651
	Iteration 7F: 3 clusters Score -19367.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69859.562500 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69859.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70020.750000 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -70020.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70077.359375 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70077.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70117.000000 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -70117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70145.562500 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70145.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70165.429688 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70165.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70166.320312 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70166.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70170.953125 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70170.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70172.648438 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70172.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70179.734375 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70179.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70183.953125 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70183.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70187.835938 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70187.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70191.023438 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -70191.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70196.078125 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -70196.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70199.015625 Penalty: 1938.163208
	Iteration 14Q: 3 clusters Score -70199.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70201.898438 Penalty: 1938.163208
	Iteration 15Q: 3 clusters Score -70201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70203.468750 Penalty: 1938.163208
	Iteration 16Q: 3 clusters Score -70203.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70203.468750 Penalty: 1938.163208
	Iteration 17F: 3 clusters Score -70203.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -54500.484375 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -54500.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53422.128906 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -53422.13 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53653.000000 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -53653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53787.105469 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -53787.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53920.929688 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -53920.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54030.828125 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -54030.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54092.953125 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -54092.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54138.750000 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -54138.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54166.949219 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -54166.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54195.140625 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -54195.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54219.128906 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -54219.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54263.191406 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -54263.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54287.085938 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -54287.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54288.394531 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -54288.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54290.074219 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -54290.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54290.074219 Penalty: 2014.505615
	Iteration 14F: 3 clusters Score -54290.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1913398.250000 Penalty: 1561.699341
	Iteration 0F: 2 clusters Score -1913398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1903043.750000 Penalty: 3123.398682
	Iteration 0F: 3 clusters Score -1903044 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1906675.750000 Penalty: 3123.398682
	Iteration 1F: 3 clusters Score -1906676 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1907237.625000 Penalty: 3123.398682
	Iteration 2F: 3 clusters Score -1907238 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1907988.625000 Penalty: 3123.398682
	Iteration 3F: 3 clusters Score -1907989 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1908913.125000 Penalty: 3123.398682
	Iteration 4F: 3 clusters Score -1908913 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1909880.250000 Penalty: 3123.398682
	Iteration 5F: 3 clusters Score -1909880 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1910650.750000 Penalty: 3123.398682
	Iteration 6F: 3 clusters Score -1910651 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1911144.250000 Penalty: 3123.398682
	Iteration 7F: 3 clusters Score -1911144 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1911445.625000 Penalty: 3123.398682
	Iteration 8Q: 3 clusters Score -1911446 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1911611.375000 Penalty: 3123.398682
	Iteration 9Q: 3 clusters Score -1911611 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1911741.750000 Penalty: 3123.398682
	Iteration 10Q: 3 clusters Score -1911742 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1911864.750000 Penalty: 3123.398682
	Iteration 11Q: 3 clusters Score -1911865 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1912006.375000 Penalty: 3123.398682
	Iteration 12Q: 3 clusters Score -1912006 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1912135.375000 Penalty: 3123.398682
	Iteration 13Q: 3 clusters Score -1912135 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1912239.625000 Penalty: 3123.398682
	Iteration 14Q: 3 clusters Score -1912240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1912305.125000 Penalty: 3123.398682
	Iteration 15Q: 3 clusters Score -1912305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1912352.625000 Penalty: 3123.398682
	Iteration 16Q: 3 clusters Score -1912353 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1912388.625000 Penalty: 3123.398682
	Iteration 17Q: 3 clusters Score -1912389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1912420.500000 Penalty: 3123.398682
	Iteration 18Q: 3 clusters Score -1912420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1912468.375000 Penalty: 3123.398682
	Iteration 19Q: 3 clusters Score -1912468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1912498.375000 Penalty: 3123.398682
	Iteration 20F: 3 clusters Score -1912498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1912522.750000 Penalty: 3123.398682
	Iteration 21Q: 3 clusters Score -1912523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1912552.625000 Penalty: 3123.398682
	Iteration 22Q: 3 clusters Score -1912553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1912569.375000 Penalty: 3123.398682
	Iteration 23Q: 3 clusters Score -1912569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1912582.125000 Penalty: 3123.398682
	Iteration 24Q: 3 clusters Score -1912582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1912596.625000 Penalty: 3123.398682
	Iteration 25Q: 3 clusters Score -1912597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1912600.625000 Penalty: 3123.398682
	Iteration 26Q: 3 clusters Score -1912601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1912612.750000 Penalty: 3123.398682
	Iteration 27Q: 3 clusters Score -1912613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1912617.875000 Penalty: 3123.398682
	Iteration 28Q: 3 clusters Score -1912618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1912621.625000 Penalty: 3123.398682
	Iteration 29Q: 3 clusters Score -1912622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1912632.000000 Penalty: 3123.398682
	Iteration 30Q: 3 clusters Score -1912632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1912626.125000 Penalty: 3123.398682
	Iteration 31Q: 3 clusters Score -1912626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1912632.000000 Penalty: 3123.398682
	Iteration 32Q: 3 clusters Score -1912632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1912639.375000 Penalty: 3123.398682
	Iteration 33Q: 3 clusters Score -1912639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1912645.125000 Penalty: 3123.398682
	Iteration 34Q: 3 clusters Score -1912645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1912651.250000 Penalty: 3123.398682
	Iteration 35Q: 3 clusters Score -1912651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1912653.000000 Penalty: 3123.398682
	Iteration 36Q: 3 clusters Score -1912653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1912654.625000 Penalty: 3123.398682
	Iteration 37Q: 3 clusters Score -1912655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1912654.500000 Penalty: 3123.398682
	Iteration 38Q: 3 clusters Score -1912654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1912655.625000 Penalty: 3123.398682
	Iteration 39Q: 3 clusters Score -1912656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1912657.500000 Penalty: 3123.398682
	Iteration 40F: 3 clusters Score -1912658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1912659.875000 Penalty: 3123.398682
	Iteration 41Q: 3 clusters Score -1912660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1912661.625000 Penalty: 3123.398682
	Iteration 42Q: 3 clusters Score -1912662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1912658.750000 Penalty: 3123.398682
	Iteration 43Q: 3 clusters Score -1912659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1912656.125000 Penalty: 3123.398682
	Iteration 44Q: 3 clusters Score -1912656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1912657.875000 Penalty: 3123.398682
	Iteration 45Q: 3 clusters Score -1912658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1912659.250000 Penalty: 3123.398682
	Iteration 46Q: 3 clusters Score -1912659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1912661.625000 Penalty: 3123.398682
	Iteration 47Q: 3 clusters Score -1912662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1912664.625000 Penalty: 3123.398682
	Iteration 48Q: 3 clusters Score -1912665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1912665.750000 Penalty: 3123.398682
	Iteration 49Q: 3 clusters Score -1912666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1912668.000000 Penalty: 3123.398682
	Iteration 50Q: 3 clusters Score -1912668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1912674.500000 Penalty: 3123.398682
	Iteration 51Q: 3 clusters Score -1912674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1912676.250000 Penalty: 3123.398682
	Iteration 52Q: 3 clusters Score -1912676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1912677.500000 Penalty: 3123.398682
	Iteration 53Q: 3 clusters Score -1912678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1912676.250000 Penalty: 3123.398682
	Iteration 54Q: 3 clusters Score -1912676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1912679.500000 Penalty: 3123.398682
	Iteration 55Q: 3 clusters Score -1912680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1912680.375000 Penalty: 3123.398682
	Iteration 56Q: 3 clusters Score -1912680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1912677.000000 Penalty: 3123.398682
	Iteration 57Q: 3 clusters Score -1912677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1912677.375000 Penalty: 3123.398682
	Iteration 58Q: 3 clusters Score -1912677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1912676.250000 Penalty: 3123.398682
	Iteration 59Q: 3 clusters Score -1912676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1912676.250000 Penalty: 3123.398682
	Iteration 60F: 3 clusters Score -1912676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Entering Unmasked Estep 
Score: -3441236.750000 Penalty: 1653.245728
	Iteration 0F: 2 clusters Score -3441237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3423531.000000 Penalty: 3306.491455
	Iteration 0F: 3 clusters Score -3423531 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3430285.250000 Penalty: 3306.491455
	Iteration 1F: 3 clusters Score -3430285 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3430867.500000 Penalty: 3306.491455
	Iteration 2F: 3 clusters Score -3430868 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3431593.500000 Penalty: 3306.491455
	Iteration 3F: 3 clusters Score -3431594 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3432578.750000 Penalty: 3306.491455
	Iteration 4F: 3 clusters Score -3432579 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3433896.250000 Penalty: 3306.491455
	Iteration 5F: 3 clusters Score -3433896 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3435544.000000 Penalty: 3306.491455
	Iteration 6F: 3 clusters Score -3435544 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3437159.750000 Penalty: 3306.491455
	Iteration 7F: 3 clusters Score -3437160 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3438311.500000 Penalty: 3306.491455
	Iteration 8Q: 3 clusters Score -3438312 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3438946.750000 Penalty: 3306.491455
	Iteration 9Q: 3 clusters Score -3438947 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3439289.250000 Penalty: 3306.491455
	Iteration 10Q: 3 clusters Score -3439289 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3439492.500000 Penalty: 3306.491455
	Iteration 11Q: 3 clusters Score -3439492 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3439643.250000 Penalty: 3306.491455
	Iteration 12Q: 3 clusters Score -3439643 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3439737.000000 Penalty: 3306.491455
	Iteration 13Q: 3 clusters Score -3439737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3439816.250000 Penalty: 3306.491455
	Iteration 14Q: 3 clusters Score -3439816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3439845.250000 Penalty: 3306.491455
	Iteration 15Q: 3 clusters Score -3439845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3439872.000000 Penalty: 3306.491455
	Iteration 16Q: 3 clusters Score -3439872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3439891.250000 Penalty: 3306.491455
	Iteration 17Q: 3 clusters Score -3439891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3439913.250000 Penalty: 3306.491455
	Iteration 18Q: 3 clusters Score -3439913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3439923.750000 Penalty: 3306.491455
	Iteration 19Q: 3 clusters Score -3439924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3439939.250000 Penalty: 3306.491455
	Iteration 20F: 3 clusters Score -3439939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3439951.500000 Penalty: 3306.491455
	Iteration 21Q: 3 clusters Score -3439952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3439962.500000 Penalty: 3306.491455
	Iteration 22Q: 3 clusters Score -3439962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3439976.750000 Penalty: 3306.491455
	Iteration 23Q: 3 clusters Score -3439977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3439980.500000 Penalty: 3306.491455
	Iteration 24Q: 3 clusters Score -3439980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3439984.500000 Penalty: 3306.491455
	Iteration 25Q: 3 clusters Score -3439984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3439989.750000 Penalty: 3306.491455
	Iteration 26Q: 3 clusters Score -3439990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3439998.500000 Penalty: 3306.491455
	Iteration 27Q: 3 clusters Score -3439998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3440000.250000 Penalty: 3306.491455
	Iteration 28Q: 3 clusters Score -3440000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3439996.750000 Penalty: 3306.491455
	Iteration 29Q: 3 clusters Score -3439997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3440002.500000 Penalty: 3306.491455
	Iteration 30Q: 3 clusters Score -3440002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3440003.500000 Penalty: 3306.491455
	Iteration 31Q: 3 clusters Score -3440004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3440006.000000 Penalty: 3306.491455
	Iteration 32Q: 3 clusters Score -3440006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3440010.500000 Penalty: 3306.491455
	Iteration 33Q: 3 clusters Score -3440010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3440012.500000 Penalty: 3306.491455
	Iteration 34Q: 3 clusters Score -3440012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3440012.000000 Penalty: 3306.491455
	Iteration 35Q: 3 clusters Score -3440012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3440018.250000 Penalty: 3306.491455
	Iteration 36Q: 3 clusters Score -3440018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3440019.250000 Penalty: 3306.491455
	Iteration 37Q: 3 clusters Score -3440019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3440018.000000 Penalty: 3306.491455
	Iteration 38Q: 3 clusters Score -3440018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3440020.000000 Penalty: 3306.491455
	Iteration 39Q: 3 clusters Score -3440020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3440019.500000 Penalty: 3306.491455
	Iteration 40F: 3 clusters Score -3440020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3440028.500000 Penalty: 3306.491455
	Iteration 41Q: 3 clusters Score -3440028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3440029.250000 Penalty: 3306.491455
	Iteration 42Q: 3 clusters Score -3440029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3440030.250000 Penalty: 3306.491455
	Iteration 43Q: 3 clusters Score -3440030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3440030.250000 Penalty: 3306.491455
	Iteration 44F: 3 clusters Score -3440030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33729.335938 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33729.34 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34141.714844 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34141.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34453.746094 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34453.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34605.964844 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -34605.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34677.226562 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34677.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34696.757812 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34696.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34709.984375 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34709.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34712.449219 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34712.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34717.980469 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34717.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34719.863281 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34719.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34719.863281 Penalty: 1995.462402
	Iteration 10F: 3 clusters Score -34719.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54107 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5459 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40942 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 84307 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17247 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17697 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36250 members 
Mstep: Class 51 contains 74922 members 
Entering Unmasked Estep 
Score: -85985952.000000 Penalty: 111074.656250
Splitting cluster 12 changes total score from -85987760.000000 to -85985952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (26532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Entering Unmasked Estep 
Score: -3536469.500000 Penalty: 1655.242310
	Iteration 0F: 2 clusters Score -3536470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3518613.750000 Penalty: 3310.484619
	Iteration 0F: 3 clusters Score -3518614 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3525425.000000 Penalty: 3310.484619
	Iteration 1F: 3 clusters Score -3525425 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3525859.000000 Penalty: 3310.484619
	Iteration 2Q: 3 clusters Score -3525859 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3526388.000000 Penalty: 3310.484619
	Iteration 3Q: 3 clusters Score -3526388 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3527105.750000 Penalty: 3310.484619
	Iteration 4Q: 3 clusters Score -3527106 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3528025.750000 Penalty: 3310.484619
	Iteration 5F: 3 clusters Score -3528026 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3529359.000000 Penalty: 3310.484619
	Iteration 6F: 3 clusters Score -3529359 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3531041.750000 Penalty: 3310.484619
	Iteration 7F: 3 clusters Score -3531042 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3532550.500000 Penalty: 3310.484619
	Iteration 8F: 3 clusters Score -3532550 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3533491.000000 Penalty: 3310.484619
	Iteration 9F: 3 clusters Score -3533491 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3533995.500000 Penalty: 3310.484619
	Iteration 10Q: 3 clusters Score -3533996 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3534324.250000 Penalty: 3310.484619
	Iteration 11Q: 3 clusters Score -3534324 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3534626.000000 Penalty: 3310.484619
	Iteration 12Q: 3 clusters Score -3534626 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3534809.750000 Penalty: 3310.484619
	Iteration 13Q: 3 clusters Score -3534810 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3534931.750000 Penalty: 3310.484619
	Iteration 14Q: 3 clusters Score -3534932 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3535009.250000 Penalty: 3310.484619
	Iteration 15Q: 3 clusters Score -3535009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3535054.500000 Penalty: 3310.484619
	Iteration 16Q: 3 clusters Score -3535054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3535095.500000 Penalty: 3310.484619
	Iteration 17Q: 3 clusters Score -3535096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3535112.500000 Penalty: 3310.484619
	Iteration 18Q: 3 clusters Score -3535112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3535124.750000 Penalty: 3310.484619
	Iteration 19Q: 3 clusters Score -3535125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3535144.000000 Penalty: 3310.484619
	Iteration 20F: 3 clusters Score -3535144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3535146.500000 Penalty: 3310.484619
	Iteration 21Q: 3 clusters Score -3535146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3535153.250000 Penalty: 3310.484619
	Iteration 22Q: 3 clusters Score -3535153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3535157.500000 Penalty: 3310.484619
	Iteration 23Q: 3 clusters Score -3535158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3535155.500000 Penalty: 3310.484619
	Iteration 24Q: 3 clusters Score -3535156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3535158.250000 Penalty: 3310.484619
	Iteration 25Q: 3 clusters Score -3535158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3535166.750000 Penalty: 3310.484619
	Iteration 26Q: 3 clusters Score -3535167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3535162.250000 Penalty: 3310.484619
	Iteration 27Q: 3 clusters Score -3535162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3535159.750000 Penalty: 3310.484619
	Iteration 28Q: 3 clusters Score -3535160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3535159.250000 Penalty: 3310.484619
	Iteration 29Q: 3 clusters Score -3535159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3535164.250000 Penalty: 3310.484619
	Iteration 30Q: 3 clusters Score -3535164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3535171.500000 Penalty: 3310.484619
	Iteration 31Q: 3 clusters Score -3535172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3535165.000000 Penalty: 3310.484619
	Iteration 32Q: 3 clusters Score -3535165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3535167.750000 Penalty: 3310.484619
	Iteration 33Q: 3 clusters Score -3535168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3535170.250000 Penalty: 3310.484619
	Iteration 34Q: 3 clusters Score -3535170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3535165.500000 Penalty: 3310.484619
	Iteration 35Q: 3 clusters Score -3535166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3535165.750000 Penalty: 3310.484619
	Iteration 36Q: 3 clusters Score -3535166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3535165.250000 Penalty: 3310.484619
	Iteration 37Q: 3 clusters Score -3535165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3535174.750000 Penalty: 3310.484619
	Iteration 38Q: 3 clusters Score -3535175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3535164.750000 Penalty: 3310.484619
	Iteration 39Q: 3 clusters Score -3535165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3535165.750000 Penalty: 3310.484619
	Iteration 40F: 3 clusters Score -3535166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3535166.250000 Penalty: 3310.484619
	Iteration 41Q: 3 clusters Score -3535166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3535160.500000 Penalty: 3310.484619
	Iteration 42Q: 3 clusters Score -3535160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3535162.500000 Penalty: 3310.484619
	Iteration 43Q: 3 clusters Score -3535162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3535161.250000 Penalty: 3310.484619
	Iteration 44Q: 3 clusters Score -3535161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3535156.500000 Penalty: 3310.484619
	Iteration 45Q: 3 clusters Score -3535156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3535158.250000 Penalty: 3310.484619
	Iteration 46Q: 3 clusters Score -3535158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3535160.250000 Penalty: 3310.484619
	Iteration 47Q: 3 clusters Score -3535160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3535159.750000 Penalty: 3310.484619
	Iteration 48Q: 3 clusters Score -3535160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3535156.000000 Penalty: 3310.484619
	Iteration 49Q: 3 clusters Score -3535156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3535155.250000 Penalty: 3310.484619
	Iteration 50Q: 3 clusters Score -3535155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3535155.000000 Penalty: 3310.484619
	Iteration 51Q: 3 clusters Score -3535155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3535158.250000 Penalty: 3310.484619
	Iteration 52Q: 3 clusters Score -3535158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3535158.750000 Penalty: 3310.484619
	Iteration 53Q: 3 clusters Score -3535159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3535157.500000 Penalty: 3310.484619
	Iteration 54Q: 3 clusters Score -3535158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3535154.500000 Penalty: 3310.484619
	Iteration 55Q: 3 clusters Score -3535154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3535157.750000 Penalty: 3310.484619
	Iteration 56Q: 3 clusters Score -3535158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3535160.750000 Penalty: 3310.484619
	Iteration 57Q: 3 clusters Score -3535161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3535162.000000 Penalty: 3310.484619
	Iteration 58Q: 3 clusters Score -3535162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3535164.250000 Penalty: 3310.484619
	Iteration 59Q: 3 clusters Score -3535164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3535162.750000 Penalty: 3310.484619
	Iteration 60F: 3 clusters Score -3535163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3535165.250000 Penalty: 3310.484619
	Iteration 61Q: 3 clusters Score -3535165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3535168.750000 Penalty: 3310.484619
	Iteration 62Q: 3 clusters Score -3535169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3535160.000000 Penalty: 3310.484619
	Iteration 63Q: 3 clusters Score -3535160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3535166.250000 Penalty: 3310.484619
	Iteration 64Q: 3 clusters Score -3535166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3535174.500000 Penalty: 3310.484619
	Iteration 65Q: 3 clusters Score -3535174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3535178.500000 Penalty: 3310.484619
	Iteration 66Q: 3 clusters Score -3535178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3535174.500000 Penalty: 3310.484619
	Iteration 67Q: 3 clusters Score -3535174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3535173.250000 Penalty: 3310.484619
	Iteration 68Q: 3 clusters Score -3535173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3535175.250000 Penalty: 3310.484619
	Iteration 69Q: 3 clusters Score -3535175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3535176.500000 Penalty: 3310.484619
	Iteration 70Q: 3 clusters Score -3535176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3535187.250000 Penalty: 3310.484619
	Iteration 71Q: 3 clusters Score -3535187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3535182.500000 Penalty: 3310.484619
	Iteration 72Q: 3 clusters Score -3535182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3535183.500000 Penalty: 3310.484619
	Iteration 73Q: 3 clusters Score -3535184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3535185.250000 Penalty: 3310.484619
	Iteration 74Q: 3 clusters Score -3535185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3535187.500000 Penalty: 3310.484619
	Iteration 75Q: 3 clusters Score -3535188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3535189.250000 Penalty: 3310.484619
	Iteration 76Q: 3 clusters Score -3535189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3535193.000000 Penalty: 3310.484619
	Iteration 77Q: 3 clusters Score -3535193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3535195.500000 Penalty: 3310.484619
	Iteration 78Q: 3 clusters Score -3535196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3535203.000000 Penalty: 3310.484619
	Iteration 79Q: 3 clusters Score -3535203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3535206.750000 Penalty: 3310.484619
	Iteration 80F: 3 clusters Score -3535207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3535202.750000 Penalty: 3310.484619
	Iteration 81Q: 3 clusters Score -3535203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3535205.250000 Penalty: 3310.484619
	Iteration 82Q: 3 clusters Score -3535205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3535203.000000 Penalty: 3310.484619
	Iteration 83Q: 3 clusters Score -3535203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3535209.000000 Penalty: 3310.484619
	Iteration 84Q: 3 clusters Score -3535209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3535212.250000 Penalty: 3310.484619
	Iteration 85Q: 3 clusters Score -3535212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3535214.500000 Penalty: 3310.484619
	Iteration 86Q: 3 clusters Score -3535214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3535218.750000 Penalty: 3310.484619
	Iteration 87Q: 3 clusters Score -3535219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3535219.750000 Penalty: 3310.484619
	Iteration 88Q: 3 clusters Score -3535220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3535216.250000 Penalty: 3310.484619
	Iteration 89Q: 3 clusters Score -3535216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3535218.250000 Penalty: 3310.484619
	Iteration 90Q: 3 clusters Score -3535218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3535220.250000 Penalty: 3310.484619
	Iteration 91Q: 3 clusters Score -3535220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3535236.250000 Penalty: 3310.484619
	Iteration 92Q: 3 clusters Score -3535236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3535236.750000 Penalty: 3310.484619
	Iteration 93Q: 3 clusters Score -3535237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3535233.250000 Penalty: 3310.484619
	Iteration 94Q: 3 clusters Score -3535233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3535233.500000 Penalty: 3310.484619
	Iteration 95Q: 3 clusters Score -3535234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3535237.500000 Penalty: 3310.484619
	Iteration 96Q: 3 clusters Score -3535238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3535229.250000 Penalty: 3310.484619
	Iteration 97Q: 3 clusters Score -3535229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3535223.250000 Penalty: 3310.484619
	Iteration 98Q: 3 clusters Score -3535223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3535232.500000 Penalty: 3310.484619
	Iteration 99Q: 3 clusters Score -3535232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3535230.750000 Penalty: 3310.484619
	Iteration 100F: 3 clusters Score -3535231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3535231.750000 Penalty: 3310.484619
	Iteration 101Q: 3 clusters Score -3535232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3535232.750000 Penalty: 3310.484619
	Iteration 102Q: 3 clusters Score -3535233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3535234.750000 Penalty: 3310.484619
	Iteration 103Q: 3 clusters Score -3535235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3535231.250000 Penalty: 3310.484619
	Iteration 104Q: 3 clusters Score -3535231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3535226.500000 Penalty: 3310.484619
	Iteration 105Q: 3 clusters Score -3535226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3535226.750000 Penalty: 3310.484619
	Iteration 106Q: 3 clusters Score -3535227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3535227.500000 Penalty: 3310.484619
	Iteration 107Q: 3 clusters Score -3535228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3535231.250000 Penalty: 3310.484619
	Iteration 108Q: 3 clusters Score -3535231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3535235.250000 Penalty: 3310.484619
	Iteration 109Q: 3 clusters Score -3535235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3535236.000000 Penalty: 3310.484619
	Iteration 110Q: 3 clusters Score -3535236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3535232.750000 Penalty: 3310.484619
	Iteration 111Q: 3 clusters Score -3535233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3535232.750000 Penalty: 3310.484619
	Iteration 112Q: 3 clusters Score -3535233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3535228.500000 Penalty: 3310.484619
	Iteration 113Q: 3 clusters Score -3535228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3535229.250000 Penalty: 3310.484619
	Iteration 114Q: 3 clusters Score -3535229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3535229.750000 Penalty: 3310.484619
	Iteration 115Q: 3 clusters Score -3535230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3535229.000000 Penalty: 3310.484619
	Iteration 116Q: 3 clusters Score -3535229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3535234.000000 Penalty: 3310.484619
	Iteration 117Q: 3 clusters Score -3535234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3535238.250000 Penalty: 3310.484619
	Iteration 118Q: 3 clusters Score -3535238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3535237.500000 Penalty: 3310.484619
	Iteration 119Q: 3 clusters Score -3535238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3535250.250000 Penalty: 3310.484619
	Iteration 120F: 3 clusters Score -3535250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3535250.750000 Penalty: 3310.484619
	Iteration 121Q: 3 clusters Score -3535251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3535253.250000 Penalty: 3310.484619
	Iteration 122Q: 3 clusters Score -3535253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3535250.500000 Penalty: 3310.484619
	Iteration 123Q: 3 clusters Score -3535250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3535256.750000 Penalty: 3310.484619
	Iteration 124Q: 3 clusters Score -3535257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3535256.000000 Penalty: 3310.484619
	Iteration 125Q: 3 clusters Score -3535256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3535263.500000 Penalty: 3310.484619
	Iteration 126Q: 3 clusters Score -3535264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3535268.500000 Penalty: 3310.484619
	Iteration 127Q: 3 clusters Score -3535268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3535269.500000 Penalty: 3310.484619
	Iteration 128Q: 3 clusters Score -3535270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3535269.000000 Penalty: 3310.484619
	Iteration 129Q: 3 clusters Score -3535269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3535263.250000 Penalty: 3310.484619
	Iteration 130Q: 3 clusters Score -3535263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3535260.250000 Penalty: 3310.484619
	Iteration 131Q: 3 clusters Score -3535260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3535265.000000 Penalty: 3310.484619
	Iteration 132Q: 3 clusters Score -3535265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3535274.750000 Penalty: 3310.484619
	Iteration 133Q: 3 clusters Score -3535275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3535277.250000 Penalty: 3310.484619
	Iteration 134Q: 3 clusters Score -3535277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3535271.250000 Penalty: 3310.484619
	Iteration 135Q: 3 clusters Score -3535271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3535275.250000 Penalty: 3310.484619
	Iteration 136Q: 3 clusters Score -3535275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3535277.500000 Penalty: 3310.484619
	Iteration 137Q: 3 clusters Score -3535278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3535278.250000 Penalty: 3310.484619
	Iteration 138Q: 3 clusters Score -3535278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3535279.500000 Penalty: 3310.484619
	Iteration 139Q: 3 clusters Score -3535280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3535275.000000 Penalty: 3310.484619
	Iteration 140F: 3 clusters Score -3535275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3535273.000000 Penalty: 3310.484619
	Iteration 141Q: 3 clusters Score -3535273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3535278.000000 Penalty: 3310.484619
	Iteration 142Q: 3 clusters Score -3535278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3535280.750000 Penalty: 3310.484619
	Iteration 143Q: 3 clusters Score -3535281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3535279.500000 Penalty: 3310.484619
	Iteration 144Q: 3 clusters Score -3535280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3535276.500000 Penalty: 3310.484619
	Iteration 145Q: 3 clusters Score -3535276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3535271.750000 Penalty: 3310.484619
	Iteration 146Q: 3 clusters Score -3535272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3535269.250000 Penalty: 3310.484619
	Iteration 147Q: 3 clusters Score -3535269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3535273.000000 Penalty: 3310.484619
	Iteration 148Q: 3 clusters Score -3535273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3535278.250000 Penalty: 3310.484619
	Iteration 149Q: 3 clusters Score -3535278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3535278.500000 Penalty: 3310.484619
	Iteration 150Q: 3 clusters Score -3535278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3535273.250000 Penalty: 3310.484619
	Iteration 151Q: 3 clusters Score -3535273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3535267.500000 Penalty: 3310.484619
	Iteration 152Q: 3 clusters Score -3535268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3535268.750000 Penalty: 3310.484619
	Iteration 153Q: 3 clusters Score -3535269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3535268.750000 Penalty: 3310.484619
	Iteration 154Q: 3 clusters Score -3535269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3535269.750000 Penalty: 3310.484619
	Iteration 155Q: 3 clusters Score -3535270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3535264.500000 Penalty: 3310.484619
	Iteration 156Q: 3 clusters Score -3535264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3535258.000000 Penalty: 3310.484619
	Iteration 157Q: 3 clusters Score -3535258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3535258.250000 Penalty: 3310.484619
	Iteration 158Q: 3 clusters Score -3535258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3535256.250000 Penalty: 3310.484619
	Iteration 159Q: 3 clusters Score -3535256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3535266.250000 Penalty: 3310.484619
	Iteration 160F: 3 clusters Score -3535266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3535267.000000 Penalty: 3310.484619
	Iteration 161Q: 3 clusters Score -3535267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3535273.750000 Penalty: 3310.484619
	Iteration 162Q: 3 clusters Score -3535274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3535276.750000 Penalty: 3310.484619
	Iteration 163Q: 3 clusters Score -3535277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3535281.000000 Penalty: 3310.484619
	Iteration 164Q: 3 clusters Score -3535281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3535281.750000 Penalty: 3310.484619
	Iteration 165Q: 3 clusters Score -3535282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3535280.500000 Penalty: 3310.484619
	Iteration 166Q: 3 clusters Score -3535280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3535282.750000 Penalty: 3310.484619
	Iteration 167Q: 3 clusters Score -3535283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3535286.500000 Penalty: 3310.484619
	Iteration 168Q: 3 clusters Score -3535286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3535287.750000 Penalty: 3310.484619
	Iteration 169Q: 3 clusters Score -3535288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3535284.750000 Penalty: 3310.484619
	Iteration 170Q: 3 clusters Score -3535285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3535288.500000 Penalty: 3310.484619
	Iteration 171Q: 3 clusters Score -3535288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3535294.250000 Penalty: 3310.484619
	Iteration 172Q: 3 clusters Score -3535294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3535307.750000 Penalty: 3310.484619
	Iteration 173Q: 3 clusters Score -3535308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3535306.000000 Penalty: 3310.484619
	Iteration 174Q: 3 clusters Score -3535306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3535304.000000 Penalty: 3310.484619
	Iteration 175Q: 3 clusters Score -3535304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3535309.000000 Penalty: 3310.484619
	Iteration 176Q: 3 clusters Score -3535309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3535307.500000 Penalty: 3310.484619
	Iteration 177Q: 3 clusters Score -3535308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3535301.750000 Penalty: 3310.484619
	Iteration 178Q: 3 clusters Score -3535302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3535300.750000 Penalty: 3310.484619
	Iteration 179Q: 3 clusters Score -3535301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3535302.000000 Penalty: 3310.484619
	Iteration 180F: 3 clusters Score -3535302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3535303.250000 Penalty: 3310.484619
	Iteration 181Q: 3 clusters Score -3535303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3535297.000000 Penalty: 3310.484619
	Iteration 182Q: 3 clusters Score -3535297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3535295.750000 Penalty: 3310.484619
	Iteration 183Q: 3 clusters Score -3535296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3535297.000000 Penalty: 3310.484619
	Iteration 184Q: 3 clusters Score -3535297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3535296.500000 Penalty: 3310.484619
	Iteration 185Q: 3 clusters Score -3535296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3535301.750000 Penalty: 3310.484619
	Iteration 186Q: 3 clusters Score -3535302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3535298.750000 Penalty: 3310.484619
	Iteration 187Q: 3 clusters Score -3535299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3535300.500000 Penalty: 3310.484619
	Iteration 188Q: 3 clusters Score -3535300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3535303.000000 Penalty: 3310.484619
	Iteration 189Q: 3 clusters Score -3535303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3535303.500000 Penalty: 3310.484619
	Iteration 190Q: 3 clusters Score -3535304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3535307.000000 Penalty: 3310.484619
	Iteration 191Q: 3 clusters Score -3535307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3535315.000000 Penalty: 3310.484619
	Iteration 192Q: 3 clusters Score -3535315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3535319.250000 Penalty: 3310.484619
	Iteration 193Q: 3 clusters Score -3535319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3535321.250000 Penalty: 3310.484619
	Iteration 194Q: 3 clusters Score -3535321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3535326.000000 Penalty: 3310.484619
	Iteration 195Q: 3 clusters Score -3535326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3535331.750000 Penalty: 3310.484619
	Iteration 196Q: 3 clusters Score -3535332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3535328.250000 Penalty: 3310.484619
	Iteration 197Q: 3 clusters Score -3535328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3535327.250000 Penalty: 3310.484619
	Iteration 198Q: 3 clusters Score -3535327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3535331.750000 Penalty: 3310.484619
	Iteration 199Q: 3 clusters Score -3535332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3535331.000000 Penalty: 3310.484619
	Iteration 200F: 3 clusters Score -3535331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3535334.250000 Penalty: 3310.484619
	Iteration 201Q: 3 clusters Score -3535334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3535331.750000 Penalty: 3310.484619
	Iteration 202Q: 3 clusters Score -3535332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3535336.250000 Penalty: 3310.484619
	Iteration 203Q: 3 clusters Score -3535336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3535336.000000 Penalty: 3310.484619
	Iteration 204Q: 3 clusters Score -3535336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3535340.500000 Penalty: 3310.484619
	Iteration 205Q: 3 clusters Score -3535340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3535345.750000 Penalty: 3310.484619
	Iteration 206Q: 3 clusters Score -3535346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3535352.750000 Penalty: 3310.484619
	Iteration 207Q: 3 clusters Score -3535353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3535353.750000 Penalty: 3310.484619
	Iteration 208Q: 3 clusters Score -3535354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3535355.750000 Penalty: 3310.484619
	Iteration 209Q: 3 clusters Score -3535356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3535368.750000 Penalty: 3310.484619
	Iteration 210Q: 3 clusters Score -3535369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3535371.250000 Penalty: 3310.484619
	Iteration 211Q: 3 clusters Score -3535371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3535379.250000 Penalty: 3310.484619
	Iteration 212Q: 3 clusters Score -3535379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3535388.500000 Penalty: 3310.484619
	Iteration 213Q: 3 clusters Score -3535388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3535392.250000 Penalty: 3310.484619
	Iteration 214Q: 3 clusters Score -3535392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3535385.500000 Penalty: 3310.484619
	Iteration 215Q: 3 clusters Score -3535386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3535387.250000 Penalty: 3310.484619
	Iteration 216Q: 3 clusters Score -3535387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3535387.000000 Penalty: 3310.484619
	Iteration 217Q: 3 clusters Score -3535387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3535384.000000 Penalty: 3310.484619
	Iteration 218Q: 3 clusters Score -3535384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3535385.750000 Penalty: 3310.484619
	Iteration 219Q: 3 clusters Score -3535386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3535382.250000 Penalty: 3310.484619
	Iteration 220F: 3 clusters Score -3535382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3535383.750000 Penalty: 3310.484619
	Iteration 221Q: 3 clusters Score -3535384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3535381.750000 Penalty: 3310.484619
	Iteration 222Q: 3 clusters Score -3535382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3535381.750000 Penalty: 3310.484619
	Iteration 223Q: 3 clusters Score -3535382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3535383.500000 Penalty: 3310.484619
	Iteration 224Q: 3 clusters Score -3535384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3535378.250000 Penalty: 3310.484619
	Iteration 225Q: 3 clusters Score -3535378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3535382.250000 Penalty: 3310.484619
	Iteration 226Q: 3 clusters Score -3535382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3535381.250000 Penalty: 3310.484619
	Iteration 227Q: 3 clusters Score -3535381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3535382.750000 Penalty: 3310.484619
	Iteration 228Q: 3 clusters Score -3535383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3535382.250000 Penalty: 3310.484619
	Iteration 229Q: 3 clusters Score -3535382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3535373.500000 Penalty: 3310.484619
	Iteration 230Q: 3 clusters Score -3535374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3535375.500000 Penalty: 3310.484619
	Iteration 231Q: 3 clusters Score -3535376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3535380.250000 Penalty: 3310.484619
	Iteration 232Q: 3 clusters Score -3535380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3535379.500000 Penalty: 3310.484619
	Iteration 233Q: 3 clusters Score -3535380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3535379.500000 Penalty: 3310.484619
	Iteration 234Q: 3 clusters Score -3535380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3535380.000000 Penalty: 3310.484619
	Iteration 235Q: 3 clusters Score -3535380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3535383.750000 Penalty: 3310.484619
	Iteration 236Q: 3 clusters Score -3535384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3535383.750000 Penalty: 3310.484619
	Iteration 237F: 3 clusters Score -3535384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -46512.988281 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -46512.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45578.167969 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -45578.17 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45782.195312 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -45782.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45919.351562 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -45919.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45976.496094 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -45976.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46000.164062 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -46000.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46016.617188 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -46016.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46021.035156 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -46021.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46023.566406 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -46023.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46037.414062 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -46037.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46051.898438 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -46051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46060.617188 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -46060.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46062.234375 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -46062.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46063.101562 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -46063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46063.101562 Penalty: 1997.557007
	Iteration 13F: 3 clusters Score -46063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -3180454.750000 Penalty: 1636.947876
	Iteration 0F: 2 clusters Score -3180455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3164502.250000 Penalty: 3273.895752
	Iteration 0F: 3 clusters Score -3164502 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3170371.000000 Penalty: 3273.895752
	Iteration 1F: 3 clusters Score -3170371 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3170700.250000 Penalty: 3273.895752
	Iteration 2Q: 3 clusters Score -3170700 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3170992.000000 Penalty: 3273.895752
	Iteration 3Q: 3 clusters Score -3170992 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3171310.250000 Penalty: 3273.895752
	Iteration 4Q: 3 clusters Score -3171310 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3171734.500000 Penalty: 3273.895752
	Iteration 5Q: 3 clusters Score -3171734 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3172304.000000 Penalty: 3273.895752
	Iteration 6Q: 3 clusters Score -3172304 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3173079.250000 Penalty: 3273.895752
	Iteration 7F: 3 clusters Score -3173079 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3174102.250000 Penalty: 3273.895752
	Iteration 8F: 3 clusters Score -3174102 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3175242.250000 Penalty: 3273.895752
	Iteration 9F: 3 clusters Score -3175242 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3176296.750000 Penalty: 3273.895752
	Iteration 10F: 3 clusters Score -3176297 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3177149.500000 Penalty: 3273.895752
	Iteration 11Q: 3 clusters Score -3177150 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3177752.750000 Penalty: 3273.895752
	Iteration 12Q: 3 clusters Score -3177753 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3178226.000000 Penalty: 3273.895752
	Iteration 13Q: 3 clusters Score -3178226 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3178493.000000 Penalty: 3273.895752
	Iteration 14Q: 3 clusters Score -3178493 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3178685.000000 Penalty: 3273.895752
	Iteration 15Q: 3 clusters Score -3178685 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3178824.500000 Penalty: 3273.895752
	Iteration 16Q: 3 clusters Score -3178824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3178910.250000 Penalty: 3273.895752
	Iteration 17Q: 3 clusters Score -3178910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3178960.000000 Penalty: 3273.895752
	Iteration 18Q: 3 clusters Score -3178960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3178996.000000 Penalty: 3273.895752
	Iteration 19Q: 3 clusters Score -3178996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3179020.750000 Penalty: 3273.895752
	Iteration 20F: 3 clusters Score -3179021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3179031.500000 Penalty: 3273.895752
	Iteration 21Q: 3 clusters Score -3179032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3179045.000000 Penalty: 3273.895752
	Iteration 22Q: 3 clusters Score -3179045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3179052.250000 Penalty: 3273.895752
	Iteration 23Q: 3 clusters Score -3179052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3179062.750000 Penalty: 3273.895752
	Iteration 24Q: 3 clusters Score -3179063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3179067.000000 Penalty: 3273.895752
	Iteration 25Q: 3 clusters Score -3179067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3179073.250000 Penalty: 3273.895752
	Iteration 26Q: 3 clusters Score -3179073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3179077.000000 Penalty: 3273.895752
	Iteration 27Q: 3 clusters Score -3179077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3179087.250000 Penalty: 3273.895752
	Iteration 28Q: 3 clusters Score -3179087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3179094.000000 Penalty: 3273.895752
	Iteration 29Q: 3 clusters Score -3179094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3179098.250000 Penalty: 3273.895752
	Iteration 30Q: 3 clusters Score -3179098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3179098.250000 Penalty: 3273.895752
	Iteration 31Q: 3 clusters Score -3179098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3179098.250000 Penalty: 3273.895752
	Iteration 32Q: 3 clusters Score -3179098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3179102.750000 Penalty: 3273.895752
	Iteration 33Q: 3 clusters Score -3179103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3179102.500000 Penalty: 3273.895752
	Iteration 34Q: 3 clusters Score -3179102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3179102.250000 Penalty: 3273.895752
	Iteration 35Q: 3 clusters Score -3179102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3179104.250000 Penalty: 3273.895752
	Iteration 36Q: 3 clusters Score -3179104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3179108.000000 Penalty: 3273.895752
	Iteration 37Q: 3 clusters Score -3179108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3179109.250000 Penalty: 3273.895752
	Iteration 38Q: 3 clusters Score -3179109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3179110.000000 Penalty: 3273.895752
	Iteration 39Q: 3 clusters Score -3179110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3179110.000000 Penalty: 3273.895752
	Iteration 40F: 3 clusters Score -3179110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -64066.078125 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -64066.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63012.191406 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -63012.19 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63254.335938 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -63254.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63362.671875 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -63362.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63430.812500 Penalty: 2062.901611
	Iteration 3Q: 3 clusters Score -63430.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63488.238281 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -63488.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63560.246094 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -63560.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63616.835938 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -63616.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63650.652344 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -63650.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63671.742188 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -63671.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63680.882812 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -63680.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63683.246094 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -63683.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63686.289062 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -63686.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63691.195312 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -63691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63696.437500 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -63696.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63699.558594 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -63699.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63703.011719 Penalty: 2062.901611
	Iteration 15Q: 3 clusters Score -63703.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63704.417969 Penalty: 2062.901611
	Iteration 16Q: 3 clusters Score -63704.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63704.417969 Penalty: 2062.901611
	Iteration 17F: 3 clusters Score -63704.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -209987.140625 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -209987.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -210322.046875 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210420.609375 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210420.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210481.734375 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -210481.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -210515.718750 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210515.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -210541.812500 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210541.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -210563.656250 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210563.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210579.484375 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -210593.312500 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210593.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -210614.343750 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210614.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -210634.312500 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210634.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -210654.953125 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -210673.453125 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210673.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -210686.140625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210692.093750 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -210698.343750 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -210704.078125 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -210709.562500 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -210713.140625 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -210713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -210716.093750 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -210716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -210720.921875 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -210720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -210724.593750 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -210724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -210727.453125 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -210727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -210728.468750 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -210728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -210728.843750 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -210728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -210731.234375 Penalty: 2335.004395
	Iteration 25Q: 3 clusters Score -210731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -210734.453125 Penalty: 2335.004395
	Iteration 26Q: 3 clusters Score -210734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -210737.843750 Penalty: 2335.004395
	Iteration 27Q: 3 clusters Score -210737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -210745.390625 Penalty: 2335.004395
	Iteration 28Q: 3 clusters Score -210745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -210750.078125 Penalty: 2335.004395
	Iteration 29Q: 3 clusters Score -210750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -210756.296875 Penalty: 2335.004395
	Iteration 30Q: 3 clusters Score -210756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -210759.421875 Penalty: 2335.004395
	Iteration 31Q: 3 clusters Score -210759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -210763.000000 Penalty: 2335.004395
	Iteration 32Q: 3 clusters Score -210763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -210763.921875 Penalty: 2335.004395
	Iteration 33Q: 3 clusters Score -210763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -210766.625000 Penalty: 2335.004395
	Iteration 34Q: 3 clusters Score -210766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -210771.078125 Penalty: 2335.004395
	Iteration 35Q: 3 clusters Score -210771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -210779.171875 Penalty: 2335.004395
	Iteration 36Q: 3 clusters Score -210779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -210783.203125 Penalty: 2335.004395
	Iteration 37Q: 3 clusters Score -210783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -210783.671875 Penalty: 2335.004395
	Iteration 38Q: 3 clusters Score -210783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -210785.265625 Penalty: 2335.004395
	Iteration 39Q: 3 clusters Score -210785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -210786.609375 Penalty: 2335.004395
	Iteration 40F: 3 clusters Score -210786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -210786.890625 Penalty: 2335.004395
	Iteration 41Q: 3 clusters Score -210786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -210788.125000 Penalty: 2335.004395
	Iteration 42Q: 3 clusters Score -210788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -210788.125000 Penalty: 2335.004395
	Iteration 43F: 3 clusters Score -210788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42667.906250 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42667.91 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43039.855469 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43039.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43249.843750 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43249.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43332.160156 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43332.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43396.195312 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43434.085938 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43434.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43460.886719 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43460.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43467.234375 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43467.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43468.652344 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43468.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43468.652344 Penalty: 2007.831909
	Iteration 9F: 3 clusters Score -43468.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Entering Unmasked Estep 
Score: -5477990.500000 Penalty: 1726.847168
	Iteration 0F: 2 clusters Score -5477990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -5450315.000000 Penalty: 3453.694336
	Iteration 0F: 3 clusters Score -5450315 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5460770.000000 Penalty: 3453.694336
	Iteration 1F: 3 clusters Score -5460770 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5461121.000000 Penalty: 3453.694336
	Iteration 2Q: 3 clusters Score -5461121 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5461481.000000 Penalty: 3453.694336
	Iteration 3Q: 3 clusters Score -5461481 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5461865.500000 Penalty: 3453.694336
	Iteration 4Q: 3 clusters Score -5461866 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5462242.500000 Penalty: 3453.694336
	Iteration 5Q: 3 clusters Score -5462242 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5462694.000000 Penalty: 3453.694336
	Iteration 6Q: 3 clusters Score -5462694 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5463221.500000 Penalty: 3453.694336
	Iteration 7Q: 3 clusters Score -5463222 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5463989.500000 Penalty: 3453.694336
	Iteration 8Q: 3 clusters Score -5463990 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5465087.000000 Penalty: 3453.694336
	Iteration 9Q: 3 clusters Score -5465087 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5466565.500000 Penalty: 3453.694336
	Iteration 10F: 3 clusters Score -5466566 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5468237.500000 Penalty: 3453.694336
	Iteration 11F: 3 clusters Score -5468238 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -5470063.000000 Penalty: 3453.694336
	Iteration 12F: 3 clusters Score -5470063 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -5471643.500000 Penalty: 3453.694336
	Iteration 13F: 3 clusters Score -5471644 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5472961.000000 Penalty: 3453.694336
	Iteration 14Q: 3 clusters Score -5472961 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5474015.500000 Penalty: 3453.694336
	Iteration 15Q: 3 clusters Score -5474016 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5474769.500000 Penalty: 3453.694336
	Iteration 16Q: 3 clusters Score -5474770 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5475310.000000 Penalty: 3453.694336
	Iteration 17Q: 3 clusters Score -5475310 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5475716.000000 Penalty: 3453.694336
	Iteration 18Q: 3 clusters Score -5475716 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5475955.500000 Penalty: 3453.694336
	Iteration 19Q: 3 clusters Score -5475956 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5476096.500000 Penalty: 3453.694336
	Iteration 20F: 3 clusters Score -5476096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5476226.500000 Penalty: 3453.694336
	Iteration 21Q: 3 clusters Score -5476226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5476295.500000 Penalty: 3453.694336
	Iteration 22Q: 3 clusters Score -5476296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5476337.000000 Penalty: 3453.694336
	Iteration 23Q: 3 clusters Score -5476337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5476376.500000 Penalty: 3453.694336
	Iteration 24Q: 3 clusters Score -5476376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -5476399.500000 Penalty: 3453.694336
	Iteration 25Q: 3 clusters Score -5476400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5476419.000000 Penalty: 3453.694336
	Iteration 26Q: 3 clusters Score -5476419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5476421.000000 Penalty: 3453.694336
	Iteration 27Q: 3 clusters Score -5476421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5476431.500000 Penalty: 3453.694336
	Iteration 28Q: 3 clusters Score -5476432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5476435.500000 Penalty: 3453.694336
	Iteration 29Q: 3 clusters Score -5476436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5476454.500000 Penalty: 3453.694336
	Iteration 30Q: 3 clusters Score -5476454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5476460.500000 Penalty: 3453.694336
	Iteration 31Q: 3 clusters Score -5476460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -5476471.500000 Penalty: 3453.694336
	Iteration 32Q: 3 clusters Score -5476472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5476473.000000 Penalty: 3453.694336
	Iteration 33Q: 3 clusters Score -5476473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5476480.000000 Penalty: 3453.694336
	Iteration 34Q: 3 clusters Score -5476480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -5476477.500000 Penalty: 3453.694336
	Iteration 35Q: 3 clusters Score -5476478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5476483.000000 Penalty: 3453.694336
	Iteration 36Q: 3 clusters Score -5476483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5476482.500000 Penalty: 3453.694336
	Iteration 37Q: 3 clusters Score -5476482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5476484.500000 Penalty: 3453.694336
	Iteration 38Q: 3 clusters Score -5476484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5476485.000000 Penalty: 3453.694336
	Iteration 39Q: 3 clusters Score -5476485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5476485.000000 Penalty: 3453.694336
	Iteration 40F: 3 clusters Score -5476485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1925318.125000 Penalty: 1560.968018
	Iteration 0F: 2 clusters Score -1925318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1915120.000000 Penalty: 3121.936035
	Iteration 0F: 3 clusters Score -1915120 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1918746.000000 Penalty: 3121.936035
	Iteration 1F: 3 clusters Score -1918746 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1919024.625000 Penalty: 3121.936035
	Iteration 2F: 3 clusters Score -1919025 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1919297.625000 Penalty: 3121.936035
	Iteration 3Q: 3 clusters Score -1919298 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1919624.750000 Penalty: 3121.936035
	Iteration 4Q: 3 clusters Score -1919625 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1920087.625000 Penalty: 3121.936035
	Iteration 5F: 3 clusters Score -1920088 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1920719.375000 Penalty: 3121.936035
	Iteration 6F: 3 clusters Score -1920719 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1921450.250000 Penalty: 3121.936035
	Iteration 7F: 3 clusters Score -1921450 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1922178.500000 Penalty: 3121.936035
	Iteration 8F: 3 clusters Score -1922178 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1922799.375000 Penalty: 3121.936035
	Iteration 9Q: 3 clusters Score -1922799 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1923261.625000 Penalty: 3121.936035
	Iteration 10Q: 3 clusters Score -1923262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1923558.500000 Penalty: 3121.936035
	Iteration 11Q: 3 clusters Score -1923558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1923744.000000 Penalty: 3121.936035
	Iteration 12Q: 3 clusters Score -1923744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1923887.750000 Penalty: 3121.936035
	Iteration 13Q: 3 clusters Score -1923888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1924001.250000 Penalty: 3121.936035
	Iteration 14Q: 3 clusters Score -1924001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1924085.375000 Penalty: 3121.936035
	Iteration 15Q: 3 clusters Score -1924085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1924129.500000 Penalty: 3121.936035
	Iteration 16Q: 3 clusters Score -1924130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1924145.000000 Penalty: 3121.936035
	Iteration 17Q: 3 clusters Score -1924145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1924156.375000 Penalty: 3121.936035
	Iteration 18Q: 3 clusters Score -1924156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1924168.750000 Penalty: 3121.936035
	Iteration 19Q: 3 clusters Score -1924169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1924174.625000 Penalty: 3121.936035
	Iteration 20F: 3 clusters Score -1924175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1924177.250000 Penalty: 3121.936035
	Iteration 21Q: 3 clusters Score -1924177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1924178.875000 Penalty: 3121.936035
	Iteration 22Q: 3 clusters Score -1924179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1924182.500000 Penalty: 3121.936035
	Iteration 23Q: 3 clusters Score -1924182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1924182.625000 Penalty: 3121.936035
	Iteration 24Q: 3 clusters Score -1924183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1924183.625000 Penalty: 3121.936035
	Iteration 25Q: 3 clusters Score -1924184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1924186.000000 Penalty: 3121.936035
	Iteration 26Q: 3 clusters Score -1924186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1924185.500000 Penalty: 3121.936035
	Iteration 27Q: 3 clusters Score -1924186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1924191.500000 Penalty: 3121.936035
	Iteration 28Q: 3 clusters Score -1924192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1924190.500000 Penalty: 3121.936035
	Iteration 29Q: 3 clusters Score -1924190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1924191.625000 Penalty: 3121.936035
	Iteration 30Q: 3 clusters Score -1924192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1924197.250000 Penalty: 3121.936035
	Iteration 31Q: 3 clusters Score -1924197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1924195.500000 Penalty: 3121.936035
	Iteration 32Q: 3 clusters Score -1924196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1924199.125000 Penalty: 3121.936035
	Iteration 33Q: 3 clusters Score -1924199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1924199.125000 Penalty: 3121.936035
	Iteration 34F: 3 clusters Score -1924199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Entering Unmasked Estep 
Score: -8587898.000000 Penalty: 1800.855591
	Iteration 0F: 2 clusters Score -8587898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -8546727.000000 Penalty: 3601.711182
	Iteration 0F: 3 clusters Score -8546727 nChanged 30826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8564289.000000 Penalty: 3601.711182
	Iteration 1F: 3 clusters Score -8564289 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8564881.000000 Penalty: 3601.711182
	Iteration 2Q: 3 clusters Score -8564881 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 3601.711182
	Iteration 3Q: 3 clusters Score -8565741 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -8567072.000000 Penalty: 3601.711182
	Iteration 4Q: 3 clusters Score -8567072 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8569260.000000 Penalty: 3601.711182
	Iteration 5F: 3 clusters Score -8569260 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -8572376.000000 Penalty: 3601.711182
	Iteration 6F: 3 clusters Score -8572376 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -8576241.000000 Penalty: 3601.711182
	Iteration 7F: 3 clusters Score -8576241 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -8580014.000000 Penalty: 3601.711182
	Iteration 8F: 3 clusters Score -8580014 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -8582982.000000 Penalty: 3601.711182
	Iteration 9F: 3 clusters Score -8582982 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8584767.000000 Penalty: 3601.711182
	Iteration 10Q: 3 clusters Score -8584767 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -8585605.000000 Penalty: 3601.711182
	Iteration 11Q: 3 clusters Score -8585605 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8585971.000000 Penalty: 3601.711182
	Iteration 12Q: 3 clusters Score -8585971 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -8586138.000000 Penalty: 3601.711182
	Iteration 13Q: 3 clusters Score -8586138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -8586231.000000 Penalty: 3601.711182
	Iteration 14Q: 3 clusters Score -8586231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -8586278.000000 Penalty: 3601.711182
	Iteration 15Q: 3 clusters Score -8586278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8586293.000000 Penalty: 3601.711182
	Iteration 16Q: 3 clusters Score -8586293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -8586311.000000 Penalty: 3601.711182
	Iteration 17Q: 3 clusters Score -8586311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -8586319.000000 Penalty: 3601.711182
	Iteration 18Q: 3 clusters Score -8586319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -8586326.000000 Penalty: 3601.711182
	Iteration 19Q: 3 clusters Score -8586326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -8586324.000000 Penalty: 3601.711182
	Iteration 20F: 3 clusters Score -8586324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8586335.000000 Penalty: 3601.711182
	Iteration 21Q: 3 clusters Score -8586335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8586350.000000 Penalty: 3601.711182
	Iteration 22Q: 3 clusters Score -8586350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8586352.000000 Penalty: 3601.711182
	Iteration 23Q: 3 clusters Score -8586352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8586362.000000 Penalty: 3601.711182
	Iteration 24Q: 3 clusters Score -8586362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8586369.000000 Penalty: 3601.711182
	Iteration 25Q: 3 clusters Score -8586369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8586373.000000 Penalty: 3601.711182
	Iteration 26Q: 3 clusters Score -8586373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8586373.000000 Penalty: 3601.711182
	Iteration 27F: 3 clusters Score -8586373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -40003.972656 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -40003.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39083.882812 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -39083.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39183.113281 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -39183.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39210.312500 Penalty: 1872.666748
	Iteration 2Q: 3 clusters Score -39210.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39214.746094 Penalty: 1872.666748
	Iteration 3Q: 3 clusters Score -39214.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39218.644531 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -39218.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39218.644531 Penalty: 1872.666748
	Iteration 5F: 3 clusters Score -39218.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44751.156250 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44751.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44919.679688 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44919.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44945.070312 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -44945.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44957.792969 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -44957.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44975.996094 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -44976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45000.593750 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45000.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45005.867188 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45005.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45020.613281 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45020.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45045.835938 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45045.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45057.992188 Penalty: 1879.743286
	Iteration 9Q: 3 clusters Score -45057.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45057.992188 Penalty: 1879.743286
	Iteration 10F: 3 clusters Score -45057.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Entering Unmasked Estep 
Score: -1975061.500000 Penalty: 1571.914429
	Iteration 0F: 2 clusters Score -1975062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1964093.000000 Penalty: 3143.828857
	Iteration 0F: 3 clusters Score -1964093 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1968001.625000 Penalty: 3143.828857
	Iteration 1F: 3 clusters Score -1968002 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1968407.875000 Penalty: 3143.828857
	Iteration 2F: 3 clusters Score -1968408 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1968815.750000 Penalty: 3143.828857
	Iteration 3F: 3 clusters Score -1968816 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1969278.250000 Penalty: 3143.828857
	Iteration 4F: 3 clusters Score -1969278 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1969768.875000 Penalty: 3143.828857
	Iteration 5F: 3 clusters Score -1969769 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1970371.875000 Penalty: 3143.828857
	Iteration 6F: 3 clusters Score -1970372 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1971040.500000 Penalty: 3143.828857
	Iteration 7F: 3 clusters Score -1971040 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1971654.750000 Penalty: 3143.828857
	Iteration 8F: 3 clusters Score -1971655 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1972144.000000 Penalty: 3143.828857
	Iteration 9Q: 3 clusters Score -1972144 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1972526.250000 Penalty: 3143.828857
	Iteration 10Q: 3 clusters Score -1972526 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1972857.625000 Penalty: 3143.828857
	Iteration 11Q: 3 clusters Score -1972858 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1973167.375000 Penalty: 3143.828857
	Iteration 12Q: 3 clusters Score -1973167 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1973414.250000 Penalty: 3143.828857
	Iteration 13Q: 3 clusters Score -1973414 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1973640.125000 Penalty: 3143.828857
	Iteration 14Q: 3 clusters Score -1973640 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1973852.750000 Penalty: 3143.828857
	Iteration 15Q: 3 clusters Score -1973853 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1974019.625000 Penalty: 3143.828857
	Iteration 16Q: 3 clusters Score -1974020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1974115.500000 Penalty: 3143.828857
	Iteration 17Q: 3 clusters Score -1974116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1974190.375000 Penalty: 3143.828857
	Iteration 18Q: 3 clusters Score -1974190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1974234.375000 Penalty: 3143.828857
	Iteration 19Q: 3 clusters Score -1974234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1974255.750000 Penalty: 3143.828857
	Iteration 20F: 3 clusters Score -1974256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1974264.250000 Penalty: 3143.828857
	Iteration 21Q: 3 clusters Score -1974264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1974275.875000 Penalty: 3143.828857
	Iteration 22Q: 3 clusters Score -1974276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1974288.750000 Penalty: 3143.828857
	Iteration 23Q: 3 clusters Score -1974289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1974300.000000 Penalty: 3143.828857
	Iteration 24Q: 3 clusters Score -1974300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1974305.125000 Penalty: 3143.828857
	Iteration 25Q: 3 clusters Score -1974305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1974314.875000 Penalty: 3143.828857
	Iteration 26Q: 3 clusters Score -1974315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1974319.000000 Penalty: 3143.828857
	Iteration 27Q: 3 clusters Score -1974319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1974318.750000 Penalty: 3143.828857
	Iteration 28Q: 3 clusters Score -1974319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1974317.375000 Penalty: 3143.828857
	Iteration 29Q: 3 clusters Score -1974317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1974317.750000 Penalty: 3143.828857
	Iteration 30Q: 3 clusters Score -1974318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1974319.625000 Penalty: 3143.828857
	Iteration 31Q: 3 clusters Score -1974320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1974319.500000 Penalty: 3143.828857
	Iteration 32Q: 3 clusters Score -1974320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1974319.500000 Penalty: 3143.828857
	Iteration 33F: 3 clusters Score -1974320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8326.219727 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8326.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8505.710938 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8505.711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8561.880859 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8561.881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8582.176758 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8582.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8589.662109 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8589.662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8589.662109 Penalty: 1710.374268
	Iteration 5F: 3 clusters Score -8589.662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2600535.500000 Penalty: 1572.984863
	Iteration 0F: 2 clusters Score -2600536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2589517.500000 Penalty: 3145.969727
	Iteration 0F: 3 clusters Score -2589518 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2593449.500000 Penalty: 3145.969727
	Iteration 1F: 3 clusters Score -2593450 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2593902.000000 Penalty: 3145.969727
	Iteration 2F: 3 clusters Score -2593902 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2594393.250000 Penalty: 3145.969727
	Iteration 3F: 3 clusters Score -2594393 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2594950.750000 Penalty: 3145.969727
	Iteration 4F: 3 clusters Score -2594951 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2595508.250000 Penalty: 3145.969727
	Iteration 5F: 3 clusters Score -2595508 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2596009.000000 Penalty: 3145.969727
	Iteration 6F: 3 clusters Score -2596009 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2596421.500000 Penalty: 3145.969727
	Iteration 7Q: 3 clusters Score -2596422 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2596704.250000 Penalty: 3145.969727
	Iteration 8Q: 3 clusters Score -2596704 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2596936.250000 Penalty: 3145.969727
	Iteration 9Q: 3 clusters Score -2596936 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2597120.000000 Penalty: 3145.969727
	Iteration 10Q: 3 clusters Score -2597120 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2597250.500000 Penalty: 3145.969727
	Iteration 11Q: 3 clusters Score -2597250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2597379.250000 Penalty: 3145.969727
	Iteration 12Q: 3 clusters Score -2597379 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2597486.000000 Penalty: 3145.969727
	Iteration 13Q: 3 clusters Score -2597486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2597566.000000 Penalty: 3145.969727
	Iteration 14Q: 3 clusters Score -2597566 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2597614.250000 Penalty: 3145.969727
	Iteration 15Q: 3 clusters Score -2597614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2597674.750000 Penalty: 3145.969727
	Iteration 16Q: 3 clusters Score -2597675 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2597714.500000 Penalty: 3145.969727
	Iteration 17Q: 3 clusters Score -2597714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2597762.250000 Penalty: 3145.969727
	Iteration 18Q: 3 clusters Score -2597762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2597781.750000 Penalty: 3145.969727
	Iteration 19Q: 3 clusters Score -2597782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2597810.250000 Penalty: 3145.969727
	Iteration 20F: 3 clusters Score -2597810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2597813.000000 Penalty: 3145.969727
	Iteration 21Q: 3 clusters Score -2597813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2597827.000000 Penalty: 3145.969727
	Iteration 22Q: 3 clusters Score -2597827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2597841.500000 Penalty: 3145.969727
	Iteration 23Q: 3 clusters Score -2597842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2597857.250000 Penalty: 3145.969727
	Iteration 24Q: 3 clusters Score -2597857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2597869.500000 Penalty: 3145.969727
	Iteration 25Q: 3 clusters Score -2597870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2597889.750000 Penalty: 3145.969727
	Iteration 26Q: 3 clusters Score -2597890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2597920.250000 Penalty: 3145.969727
	Iteration 27Q: 3 clusters Score -2597920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2597952.250000 Penalty: 3145.969727
	Iteration 28Q: 3 clusters Score -2597952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2597979.000000 Penalty: 3145.969727
	Iteration 29Q: 3 clusters Score -2597979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2598010.750000 Penalty: 3145.969727
	Iteration 30Q: 3 clusters Score -2598011 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2598036.500000 Penalty: 3145.969727
	Iteration 31Q: 3 clusters Score -2598036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2598066.500000 Penalty: 3145.969727
	Iteration 32Q: 3 clusters Score -2598066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2598110.750000 Penalty: 3145.969727
	Iteration 33Q: 3 clusters Score -2598111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2598159.250000 Penalty: 3145.969727
	Iteration 34Q: 3 clusters Score -2598159 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2598210.750000 Penalty: 3145.969727
	Iteration 35Q: 3 clusters Score -2598211 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2598279.000000 Penalty: 3145.969727
	Iteration 36Q: 3 clusters Score -2598279 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2598347.500000 Penalty: 3145.969727
	Iteration 37Q: 3 clusters Score -2598348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2598419.500000 Penalty: 3145.969727
	Iteration 38Q: 3 clusters Score -2598420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2598495.250000 Penalty: 3145.969727
	Iteration 39Q: 3 clusters Score -2598495 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2598613.000000 Penalty: 3145.969727
	Iteration 40F: 3 clusters Score -2598613 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2598724.250000 Penalty: 3145.969727
	Iteration 41Q: 3 clusters Score -2598724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2598843.750000 Penalty: 3145.969727
	Iteration 42Q: 3 clusters Score -2598844 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2598960.000000 Penalty: 3145.969727
	Iteration 43Q: 3 clusters Score -2598960 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2599071.750000 Penalty: 3145.969727
	Iteration 44Q: 3 clusters Score -2599072 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2599162.250000 Penalty: 3145.969727
	Iteration 45Q: 3 clusters Score -2599162 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2599260.000000 Penalty: 3145.969727
	Iteration 46Q: 3 clusters Score -2599260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2599339.500000 Penalty: 3145.969727
	Iteration 47Q: 3 clusters Score -2599340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2599406.250000 Penalty: 3145.969727
	Iteration 48Q: 3 clusters Score -2599406 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2599454.500000 Penalty: 3145.969727
	Iteration 49Q: 3 clusters Score -2599454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2599504.500000 Penalty: 3145.969727
	Iteration 50Q: 3 clusters Score -2599504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2599548.500000 Penalty: 3145.969727
	Iteration 51Q: 3 clusters Score -2599548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2599597.500000 Penalty: 3145.969727
	Iteration 52Q: 3 clusters Score -2599598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2599627.250000 Penalty: 3145.969727
	Iteration 53Q: 3 clusters Score -2599627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2599669.000000 Penalty: 3145.969727
	Iteration 54Q: 3 clusters Score -2599669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2599719.250000 Penalty: 3145.969727
	Iteration 55Q: 3 clusters Score -2599719 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2599766.750000 Penalty: 3145.969727
	Iteration 56Q: 3 clusters Score -2599767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2599832.000000 Penalty: 3145.969727
	Iteration 57Q: 3 clusters Score -2599832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2599887.000000 Penalty: 3145.969727
	Iteration 58Q: 3 clusters Score -2599887 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2599960.750000 Penalty: 3145.969727
	Iteration 59Q: 3 clusters Score -2599961 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2600021.750000 Penalty: 3145.969727
	Iteration 60F: 3 clusters Score -2600022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2600086.000000 Penalty: 3145.969727
	Iteration 61Q: 3 clusters Score -2600086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2600148.500000 Penalty: 3145.969727
	Iteration 62Q: 3 clusters Score -2600148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2600188.250000 Penalty: 3145.969727
	Iteration 63Q: 3 clusters Score -2600188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2600201.500000 Penalty: 3145.969727
	Iteration 64Q: 3 clusters Score -2600202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2600210.000000 Penalty: 3145.969727
	Iteration 65Q: 3 clusters Score -2600210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2600234.000000 Penalty: 3145.969727
	Iteration 66Q: 3 clusters Score -2600234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2600245.750000 Penalty: 3145.969727
	Iteration 67Q: 3 clusters Score -2600246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2600257.000000 Penalty: 3145.969727
	Iteration 68Q: 3 clusters Score -2600257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2600265.000000 Penalty: 3145.969727
	Iteration 69Q: 3 clusters Score -2600265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2600273.500000 Penalty: 3145.969727
	Iteration 70Q: 3 clusters Score -2600274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2600278.000000 Penalty: 3145.969727
	Iteration 71Q: 3 clusters Score -2600278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2600288.250000 Penalty: 3145.969727
	Iteration 72Q: 3 clusters Score -2600288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2600302.750000 Penalty: 3145.969727
	Iteration 73Q: 3 clusters Score -2600303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2600297.000000 Penalty: 3145.969727
	Iteration 74Q: 3 clusters Score -2600297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2600312.250000 Penalty: 3145.969727
	Iteration 75Q: 3 clusters Score -2600312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2600328.750000 Penalty: 3145.969727
	Iteration 76Q: 3 clusters Score -2600329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2600341.000000 Penalty: 3145.969727
	Iteration 77Q: 3 clusters Score -2600341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2600357.250000 Penalty: 3145.969727
	Iteration 78Q: 3 clusters Score -2600357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2600380.750000 Penalty: 3145.969727
	Iteration 79Q: 3 clusters Score -2600381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2600397.500000 Penalty: 3145.969727
	Iteration 80F: 3 clusters Score -2600398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2600429.500000 Penalty: 3145.969727
	Iteration 81Q: 3 clusters Score -2600430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2600464.250000 Penalty: 3145.969727
	Iteration 82Q: 3 clusters Score -2600464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2600484.000000 Penalty: 3145.969727
	Iteration 83Q: 3 clusters Score -2600484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2600503.500000 Penalty: 3145.969727
	Iteration 84Q: 3 clusters Score -2600504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2600523.750000 Penalty: 3145.969727
	Iteration 85Q: 3 clusters Score -2600524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2600530.250000 Penalty: 3145.969727
	Iteration 86Q: 3 clusters Score -2600530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2600538.000000 Penalty: 3145.969727
	Iteration 87Q: 3 clusters Score -2600538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2600558.500000 Penalty: 3145.969727
	Iteration 88Q: 3 clusters Score -2600558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2600560.000000 Penalty: 3145.969727
	Iteration 89Q: 3 clusters Score -2600560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2600569.250000 Penalty: 3145.969727
	Iteration 90Q: 3 clusters Score -2600569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2600586.000000 Penalty: 3145.969727
	Iteration 91Q: 3 clusters Score -2600586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2600601.000000 Penalty: 3145.969727
	Iteration 92Q: 3 clusters Score -2600601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2600602.250000 Penalty: 3145.969727
	Iteration 93Q: 3 clusters Score -2600602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2600598.750000 Penalty: 3145.969727
	Iteration 94Q: 3 clusters Score -2600599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2600601.000000 Penalty: 3145.969727
	Iteration 95Q: 3 clusters Score -2600601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2600602.000000 Penalty: 3145.969727
	Iteration 96Q: 3 clusters Score -2600602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2600602.500000 Penalty: 3145.969727
	Iteration 97Q: 3 clusters Score -2600602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2600601.500000 Penalty: 3145.969727
	Iteration 98Q: 3 clusters Score -2600602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2600605.750000 Penalty: 3145.969727
	Iteration 99Q: 3 clusters Score -2600606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2600603.750000 Penalty: 3145.969727
	Iteration 100F: 3 clusters Score -2600604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2600607.750000 Penalty: 3145.969727
	Iteration 101Q: 3 clusters Score -2600608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2600607.250000 Penalty: 3145.969727
	Iteration 102Q: 3 clusters Score -2600607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2600607.750000 Penalty: 3145.969727
	Iteration 103Q: 3 clusters Score -2600608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2600609.750000 Penalty: 3145.969727
	Iteration 104Q: 3 clusters Score -2600610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2600611.250000 Penalty: 3145.969727
	Iteration 105Q: 3 clusters Score -2600611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2600612.000000 Penalty: 3145.969727
	Iteration 106Q: 3 clusters Score -2600612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2600613.000000 Penalty: 3145.969727
	Iteration 107Q: 3 clusters Score -2600613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2600614.500000 Penalty: 3145.969727
	Iteration 108Q: 3 clusters Score -2600614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2600608.250000 Penalty: 3145.969727
	Iteration 109Q: 3 clusters Score -2600608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2600611.500000 Penalty: 3145.969727
	Iteration 110Q: 3 clusters Score -2600612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2600612.750000 Penalty: 3145.969727
	Iteration 111Q: 3 clusters Score -2600613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2600617.000000 Penalty: 3145.969727
	Iteration 112Q: 3 clusters Score -2600617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2600614.250000 Penalty: 3145.969727
	Iteration 113Q: 3 clusters Score -2600614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2600616.500000 Penalty: 3145.969727
	Iteration 114Q: 3 clusters Score -2600616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2600615.250000 Penalty: 3145.969727
	Iteration 115Q: 3 clusters Score -2600615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2600617.000000 Penalty: 3145.969727
	Iteration 116Q: 3 clusters Score -2600617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2600619.250000 Penalty: 3145.969727
	Iteration 117Q: 3 clusters Score -2600619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2600619.250000 Penalty: 3145.969727
	Iteration 118F: 3 clusters Score -2600619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 10718 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54107 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5459 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40942 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 84307 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17247 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17697 members 
Mstep: Class 48 contains 5275 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36250 members 
Mstep: Class 51 contains 74922 members 
Entering Unmasked Estep 
Score: -85986704.000000 Penalty: 111074.656250
Splitting cluster 26 changes total score from -85987760.000000 to -85986704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31306.556641 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31306.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31403.757812 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31403.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31455.132812 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31455.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31469.902344 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31483.224609 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31483.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31493.603516 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31503.921875 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -31503.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31530.029297 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -31530.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31547.439453 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -31547.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31550.054688 Penalty: 1832.465332
	Iteration 9Q: 3 clusters Score -31550.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31551.792969 Penalty: 1832.465332
	Iteration 10Q: 3 clusters Score -31551.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31554.595703 Penalty: 1832.465332
	Iteration 11Q: 3 clusters Score -31554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31557.345703 Penalty: 1832.465332
	Iteration 12Q: 3 clusters Score -31557.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31559.037109 Penalty: 1832.465332
	Iteration 13Q: 3 clusters Score -31559.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31560.878906 Penalty: 1832.465332
	Iteration 14Q: 3 clusters Score -31560.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31560.878906 Penalty: 1832.465332
	Iteration 15F: 3 clusters Score -31560.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -667598.500000 Penalty: 1388.531372
	Iteration 0F: 2 clusters Score -667598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -663530.937500 Penalty: 2777.062744
	Iteration 0F: 3 clusters Score -663530.9 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -664607.687500 Penalty: 2777.062744
	Iteration 1F: 3 clusters Score -664607.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -664802.000000 Penalty: 2777.062744
	Iteration 2F: 3 clusters Score -664802 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -664938.937500 Penalty: 2777.062744
	Iteration 3F: 3 clusters Score -664938.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -665043.375000 Penalty: 2777.062744
	Iteration 4Q: 3 clusters Score -665043.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -665159.125000 Penalty: 2777.062744
	Iteration 5Q: 3 clusters Score -665159.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -665256.625000 Penalty: 2777.062744
	Iteration 6Q: 3 clusters Score -665256.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -665357.312500 Penalty: 2777.062744
	Iteration 7Q: 3 clusters Score -665357.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -665458.000000 Penalty: 2777.062744
	Iteration 8Q: 3 clusters Score -665458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -665549.062500 Penalty: 2777.062744
	Iteration 9Q: 3 clusters Score -665549.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -665648.562500 Penalty: 2777.062744
	Iteration 10Q: 3 clusters Score -665648.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -665762.500000 Penalty: 2777.062744
	Iteration 11Q: 3 clusters Score -665762.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -665919.437500 Penalty: 2777.062744
	Iteration 12Q: 3 clusters Score -665919.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -666088.312500 Penalty: 2777.062744
	Iteration 13Q: 3 clusters Score -666088.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -666250.375000 Penalty: 2777.062744
	Iteration 14Q: 3 clusters Score -666250.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -666385.312500 Penalty: 2777.062744
	Iteration 15Q: 3 clusters Score -666385.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -666475.812500 Penalty: 2777.062744
	Iteration 16Q: 3 clusters Score -666475.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -666535.750000 Penalty: 2777.062744
	Iteration 17Q: 3 clusters Score -666535.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -666578.625000 Penalty: 2777.062744
	Iteration 18Q: 3 clusters Score -666578.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -666607.125000 Penalty: 2777.062744
	Iteration 19Q: 3 clusters Score -666607.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -666628.312500 Penalty: 2777.062744
	Iteration 20F: 3 clusters Score -666628.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -666646.312500 Penalty: 2777.062744
	Iteration 21Q: 3 clusters Score -666646.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -666658.437500 Penalty: 2777.062744
	Iteration 22Q: 3 clusters Score -666658.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -666665.437500 Penalty: 2777.062744
	Iteration 23Q: 3 clusters Score -666665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -666670.312500 Penalty: 2777.062744
	Iteration 24Q: 3 clusters Score -666670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -666675.687500 Penalty: 2777.062744
	Iteration 25Q: 3 clusters Score -666675.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -666680.187500 Penalty: 2777.062744
	Iteration 26Q: 3 clusters Score -666680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -666688.875000 Penalty: 2777.062744
	Iteration 27Q: 3 clusters Score -666688.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -666692.375000 Penalty: 2777.062744
	Iteration 28Q: 3 clusters Score -666692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -666695.937500 Penalty: 2777.062744
	Iteration 29Q: 3 clusters Score -666695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -666702.750000 Penalty: 2777.062744
	Iteration 30Q: 3 clusters Score -666702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -666707.375000 Penalty: 2777.062744
	Iteration 31Q: 3 clusters Score -666707.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -666713.187500 Penalty: 2777.062744
	Iteration 32Q: 3 clusters Score -666713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -666715.250000 Penalty: 2777.062744
	Iteration 33Q: 3 clusters Score -666715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -666720.562500 Penalty: 2777.062744
	Iteration 34Q: 3 clusters Score -666720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -666723.062500 Penalty: 2777.062744
	Iteration 35Q: 3 clusters Score -666723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -666726.375000 Penalty: 2777.062744
	Iteration 36Q: 3 clusters Score -666726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -666729.812500 Penalty: 2777.062744
	Iteration 37Q: 3 clusters Score -666729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -666731.187500 Penalty: 2777.062744
	Iteration 38Q: 3 clusters Score -666731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -666731.812500 Penalty: 2777.062744
	Iteration 39Q: 3 clusters Score -666731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -666733.125000 Penalty: 2777.062744
	Iteration 40F: 3 clusters Score -666733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -666735.437500 Penalty: 2777.062744
	Iteration 41Q: 3 clusters Score -666735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -666738.312500 Penalty: 2777.062744
	Iteration 42Q: 3 clusters Score -666738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -666739.500000 Penalty: 2777.062744
	Iteration 43Q: 3 clusters Score -666739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -666740.500000 Penalty: 2777.062744
	Iteration 44Q: 3 clusters Score -666740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -666740.500000 Penalty: 2777.062744
	Iteration 45F: 3 clusters Score -666740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (54107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Entering Unmasked Estep 
Score: -7218961.000000 Penalty: 1771.041870
	Iteration 0F: 2 clusters Score -7218961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -7183129.500000 Penalty: 3542.083740
	Iteration 0F: 3 clusters Score -7183130 nChanged 25375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -7197459.500000 Penalty: 3542.083740
	Iteration 1F: 3 clusters Score -7197460 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -7198056.000000 Penalty: 3542.083740
	Iteration 2Q: 3 clusters Score -7198056 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -7198755.500000 Penalty: 3542.083740
	Iteration 3Q: 3 clusters Score -7198756 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -7199841.000000 Penalty: 3542.083740
	Iteration 4Q: 3 clusters Score -7199841 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7201413.500000 Penalty: 3542.083740
	Iteration 5F: 3 clusters Score -7201414 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -7203556.500000 Penalty: 3542.083740
	Iteration 6F: 3 clusters Score -7203556 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -7206278.000000 Penalty: 3542.083740
	Iteration 7F: 3 clusters Score -7206278 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -7209172.500000 Penalty: 3542.083740
	Iteration 8F: 3 clusters Score -7209172 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7211832.000000 Penalty: 3542.083740
	Iteration 9F: 3 clusters Score -7211832 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7214034.000000 Penalty: 3542.083740
	Iteration 10F: 3 clusters Score -7214034 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7215696.500000 Penalty: 3542.083740
	Iteration 11Q: 3 clusters Score -7215696 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7216638.000000 Penalty: 3542.083740
	Iteration 12Q: 3 clusters Score -7216638 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7217083.000000 Penalty: 3542.083740
	Iteration 13Q: 3 clusters Score -7217083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7217198.500000 Penalty: 3542.083740
	Iteration 14Q: 3 clusters Score -7217198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7217278.500000 Penalty: 3542.083740
	Iteration 15Q: 3 clusters Score -7217278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7217329.000000 Penalty: 3542.083740
	Iteration 16Q: 3 clusters Score -7217329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7217375.000000 Penalty: 3542.083740
	Iteration 17Q: 3 clusters Score -7217375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7217409.000000 Penalty: 3542.083740
	Iteration 18Q: 3 clusters Score -7217409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7217415.000000 Penalty: 3542.083740
	Iteration 19Q: 3 clusters Score -7217415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7217422.500000 Penalty: 3542.083740
	Iteration 20F: 3 clusters Score -7217422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7217436.000000 Penalty: 3542.083740
	Iteration 21Q: 3 clusters Score -7217436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7217438.000000 Penalty: 3542.083740
	Iteration 22Q: 3 clusters Score -7217438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7217438.000000 Penalty: 3542.083740
	Iteration 23F: 3 clusters Score -7217438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -536755.062500 Penalty: 1348.553101
	Iteration 0F: 2 clusters Score -536755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -533364.312500 Penalty: 2697.106201
	Iteration 0F: 3 clusters Score -533364.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -534213.750000 Penalty: 2697.106201
	Iteration 1F: 3 clusters Score -534213.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -534395.750000 Penalty: 2697.106201
	Iteration 2F: 3 clusters Score -534395.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -534502.312500 Penalty: 2697.106201
	Iteration 3F: 3 clusters Score -534502.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -534569.437500 Penalty: 2697.106201
	Iteration 4Q: 3 clusters Score -534569.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -534619.687500 Penalty: 2697.106201
	Iteration 5Q: 3 clusters Score -534619.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -534660.312500 Penalty: 2697.106201
	Iteration 6Q: 3 clusters Score -534660.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -534696.437500 Penalty: 2697.106201
	Iteration 7Q: 3 clusters Score -534696.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -534736.500000 Penalty: 2697.106201
	Iteration 8Q: 3 clusters Score -534736.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -534782.000000 Penalty: 2697.106201
	Iteration 9Q: 3 clusters Score -534782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -534828.875000 Penalty: 2697.106201
	Iteration 10Q: 3 clusters Score -534828.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -534887.812500 Penalty: 2697.106201
	Iteration 11Q: 3 clusters Score -534887.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -534968.625000 Penalty: 2697.106201
	Iteration 12Q: 3 clusters Score -534968.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -535042.812500 Penalty: 2697.106201
	Iteration 13Q: 3 clusters Score -535042.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -535107.937500 Penalty: 2697.106201
	Iteration 14Q: 3 clusters Score -535107.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -535181.250000 Penalty: 2697.106201
	Iteration 15Q: 3 clusters Score -535181.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -535243.375000 Penalty: 2697.106201
	Iteration 16Q: 3 clusters Score -535243.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -535301.062500 Penalty: 2697.106201
	Iteration 17Q: 3 clusters Score -535301.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -535354.625000 Penalty: 2697.106201
	Iteration 18Q: 3 clusters Score -535354.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -535391.375000 Penalty: 2697.106201
	Iteration 19Q: 3 clusters Score -535391.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -535413.937500 Penalty: 2697.106201
	Iteration 20F: 3 clusters Score -535413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -535430.437500 Penalty: 2697.106201
	Iteration 21Q: 3 clusters Score -535430.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -535447.687500 Penalty: 2697.106201
	Iteration 22Q: 3 clusters Score -535447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -535462.750000 Penalty: 2697.106201
	Iteration 23Q: 3 clusters Score -535462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -535481.812500 Penalty: 2697.106201
	Iteration 24Q: 3 clusters Score -535481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -535495.062500 Penalty: 2697.106201
	Iteration 25Q: 3 clusters Score -535495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -535499.937500 Penalty: 2697.106201
	Iteration 26Q: 3 clusters Score -535499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -535508.875000 Penalty: 2697.106201
	Iteration 27Q: 3 clusters Score -535508.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -535520.437500 Penalty: 2697.106201
	Iteration 28Q: 3 clusters Score -535520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -535526.375000 Penalty: 2697.106201
	Iteration 29Q: 3 clusters Score -535526.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -535536.250000 Penalty: 2697.106201
	Iteration 30Q: 3 clusters Score -535536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -535547.312500 Penalty: 2697.106201
	Iteration 31Q: 3 clusters Score -535547.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -535553.562500 Penalty: 2697.106201
	Iteration 32Q: 3 clusters Score -535553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -535558.812500 Penalty: 2697.106201
	Iteration 33Q: 3 clusters Score -535558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -535568.062500 Penalty: 2697.106201
	Iteration 34Q: 3 clusters Score -535568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -535571.812500 Penalty: 2697.106201
	Iteration 35Q: 3 clusters Score -535571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -535574.812500 Penalty: 2697.106201
	Iteration 36Q: 3 clusters Score -535574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -535578.500000 Penalty: 2697.106201
	Iteration 37Q: 3 clusters Score -535578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -535582.437500 Penalty: 2697.106201
	Iteration 38Q: 3 clusters Score -535582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -535588.750000 Penalty: 2697.106201
	Iteration 39Q: 3 clusters Score -535588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -535595.562500 Penalty: 2697.106201
	Iteration 40F: 3 clusters Score -535595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -535603.125000 Penalty: 2697.106201
	Iteration 41Q: 3 clusters Score -535603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -535607.125000 Penalty: 2697.106201
	Iteration 42Q: 3 clusters Score -535607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -535610.625000 Penalty: 2697.106201
	Iteration 43Q: 3 clusters Score -535610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -535614.312500 Penalty: 2697.106201
	Iteration 44Q: 3 clusters Score -535614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -535616.312500 Penalty: 2697.106201
	Iteration 45Q: 3 clusters Score -535616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -535619.562500 Penalty: 2697.106201
	Iteration 46Q: 3 clusters Score -535619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -535624.750000 Penalty: 2697.106201
	Iteration 47Q: 3 clusters Score -535624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -535626.250000 Penalty: 2697.106201
	Iteration 48Q: 3 clusters Score -535626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -535628.125000 Penalty: 2697.106201
	Iteration 49Q: 3 clusters Score -535628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -535631.875000 Penalty: 2697.106201
	Iteration 50Q: 3 clusters Score -535631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -535633.437500 Penalty: 2697.106201
	Iteration 51Q: 3 clusters Score -535633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -535634.562500 Penalty: 2697.106201
	Iteration 52Q: 3 clusters Score -535634.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -535634.562500 Penalty: 2697.106201
	Iteration 53F: 3 clusters Score -535634.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -76561.382812 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -76561.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75409.406250 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -75409.41 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75661.523438 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -75661.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75753.484375 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -75753.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75799.757812 Penalty: 2108.497314
	Iteration 3F: 3 clusters Score -75799.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75834.367188 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -75834.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75887.265625 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -75887.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75968.281250 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -75968.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76010.773438 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -76010.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -76072.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76161.734375 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -76161.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76249.039062 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -76249.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76312.078125 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -76312.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76361.085938 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -76361.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76386.320312 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -76386.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76424.148438 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -76424.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76466.726562 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -76466.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76474.351562 Penalty: 2108.497314
	Iteration 16Q: 3 clusters Score -76474.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76484.914062 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -76484.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76488.070312 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -76488.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76490.132812 Penalty: 2108.497314
	Iteration 19Q: 3 clusters Score -76490.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76490.132812 Penalty: 2108.497314
	Iteration 20F: 3 clusters Score -76490.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -718973.375000 Penalty: 1398.315796
	Iteration 0F: 2 clusters Score -718973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -714665.437500 Penalty: 2796.631592
	Iteration 0F: 3 clusters Score -714665.4 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -715867.750000 Penalty: 2796.631592
	Iteration 1F: 3 clusters Score -715867.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -716115.312500 Penalty: 2796.631592
	Iteration 2F: 3 clusters Score -716115.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -716316.625000 Penalty: 2796.631592
	Iteration 3F: 3 clusters Score -716316.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -716498.937500 Penalty: 2796.631592
	Iteration 4Q: 3 clusters Score -716498.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -716685.437500 Penalty: 2796.631592
	Iteration 5Q: 3 clusters Score -716685.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -716870.000000 Penalty: 2796.631592
	Iteration 6Q: 3 clusters Score -716870 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -717051.625000 Penalty: 2796.631592
	Iteration 7Q: 3 clusters Score -717051.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -717218.187500 Penalty: 2796.631592
	Iteration 8Q: 3 clusters Score -717218.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -717357.937500 Penalty: 2796.631592
	Iteration 9Q: 3 clusters Score -717357.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -717513.875000 Penalty: 2796.631592
	Iteration 10Q: 3 clusters Score -717513.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -717686.437500 Penalty: 2796.631592
	Iteration 11Q: 3 clusters Score -717686.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -717821.437500 Penalty: 2796.631592
	Iteration 12Q: 3 clusters Score -717821.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -717913.875000 Penalty: 2796.631592
	Iteration 13Q: 3 clusters Score -717913.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -717980.437500 Penalty: 2796.631592
	Iteration 14Q: 3 clusters Score -717980.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -718018.062500 Penalty: 2796.631592
	Iteration 15Q: 3 clusters Score -718018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -718036.250000 Penalty: 2796.631592
	Iteration 16Q: 3 clusters Score -718036.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -718045.437500 Penalty: 2796.631592
	Iteration 17Q: 3 clusters Score -718045.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -718050.437500 Penalty: 2796.631592
	Iteration 18Q: 3 clusters Score -718050.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -718056.125000 Penalty: 2796.631592
	Iteration 19Q: 3 clusters Score -718056.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -718060.625000 Penalty: 2796.631592
	Iteration 20F: 3 clusters Score -718060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -718061.750000 Penalty: 2796.631592
	Iteration 21Q: 3 clusters Score -718061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -718064.312500 Penalty: 2796.631592
	Iteration 22Q: 3 clusters Score -718064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -718063.187500 Penalty: 2796.631592
	Iteration 23Q: 3 clusters Score -718063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -718062.937500 Penalty: 2796.631592
	Iteration 24Q: 3 clusters Score -718062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -718063.625000 Penalty: 2796.631592
	Iteration 25Q: 3 clusters Score -718063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -718064.062500 Penalty: 2796.631592
	Iteration 26Q: 3 clusters Score -718064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -718064.562500 Penalty: 2796.631592
	Iteration 27Q: 3 clusters Score -718064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -718064.562500 Penalty: 2796.631592
	Iteration 28F: 3 clusters Score -718064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -48789.527344 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -48789.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47778.339844 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -47778.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47893.792969 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -47893.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47937.277344 Penalty: 1967.692871
	Iteration 2Q: 3 clusters Score -47937.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47952.562500 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -47952.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47971.917969 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -47971.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47986.410156 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -47986.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47993.335938 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -47993.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48002.359375 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -48002.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48010.113281 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -48010.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48010.113281 Penalty: 1967.692871
	Iteration 9F: 3 clusters Score -48010.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -205788.812500 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -205788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204118.859375 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -204118.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204505.390625 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -204505.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -204646.984375 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -204647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -204723.203125 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -204723.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204794.703125 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -204794.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -204892.296875 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -204892.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -204992.312500 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -204992.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205089.421875 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -205089.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -205185.109375 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -205185.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205247.484375 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -205247.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -205292.515625 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -205292.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -205314.968750 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -205315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -205342.234375 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -205342.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -205381.562500 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -205381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205421.453125 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -205421.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205451.734375 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -205451.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205464.000000 Penalty: 2347.096680
	Iteration 16Q: 3 clusters Score -205464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -205468.078125 Penalty: 2347.096680
	Iteration 17Q: 3 clusters Score -205468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -205469.625000 Penalty: 2347.096680
	Iteration 18Q: 3 clusters Score -205469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -205471.859375 Penalty: 2347.096680
	Iteration 19Q: 3 clusters Score -205471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205474.265625 Penalty: 2347.096680
	Iteration 20F: 3 clusters Score -205474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205474.250000 Penalty: 2347.096680
	Iteration 21Q: 3 clusters Score -205474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205474.250000 Penalty: 2347.096680
	Iteration 22F: 3 clusters Score -205474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19325.587891 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19325.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19456.880859 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19456.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19521.890625 Penalty: 1757.330811
	Iteration 2F: 3 clusters Score -19521.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19539.755859 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19539.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19541.029297 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19541.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19541.029297 Penalty: 1757.330811
	Iteration 5F: 3 clusters Score -19541.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (40942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Entering Unmasked Estep 
Score: -5431487.000000 Penalty: 1725.735718
	Iteration 0F: 2 clusters Score -5431487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -5404129.500000 Penalty: 3451.471436
	Iteration 0F: 3 clusters Score -5404130 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -5415515.000000 Penalty: 3451.471436
	Iteration 1F: 3 clusters Score -5415515 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5416874.000000 Penalty: 3451.471436
	Iteration 2F: 3 clusters Score -5416874 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5418685.500000 Penalty: 3451.471436
	Iteration 3F: 3 clusters Score -5418686 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5421000.500000 Penalty: 3451.471436
	Iteration 4F: 3 clusters Score -5421000 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5423301.000000 Penalty: 3451.471436
	Iteration 5F: 3 clusters Score -5423301 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5425379.000000 Penalty: 3451.471436
	Iteration 6F: 3 clusters Score -5425379 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5426879.000000 Penalty: 3451.471436
	Iteration 7Q: 3 clusters Score -5426879 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -5427825.500000 Penalty: 3451.471436
	Iteration 8Q: 3 clusters Score -5427826 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -5428350.000000 Penalty: 3451.471436
	Iteration 9Q: 3 clusters Score -5428350 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5428725.500000 Penalty: 3451.471436
	Iteration 10Q: 3 clusters Score -5428726 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5428954.000000 Penalty: 3451.471436
	Iteration 11Q: 3 clusters Score -5428954 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -5429134.000000 Penalty: 3451.471436
	Iteration 12Q: 3 clusters Score -5429134 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5429330.500000 Penalty: 3451.471436
	Iteration 13Q: 3 clusters Score -5429330 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5429471.000000 Penalty: 3451.471436
	Iteration 14Q: 3 clusters Score -5429471 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5429617.000000 Penalty: 3451.471436
	Iteration 15Q: 3 clusters Score -5429617 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5429746.000000 Penalty: 3451.471436
	Iteration 16Q: 3 clusters Score -5429746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5429814.500000 Penalty: 3451.471436
	Iteration 17Q: 3 clusters Score -5429814 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5429874.500000 Penalty: 3451.471436
	Iteration 18Q: 3 clusters Score -5429874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5429951.500000 Penalty: 3451.471436
	Iteration 19Q: 3 clusters Score -5429952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5429989.000000 Penalty: 3451.471436
	Iteration 20F: 3 clusters Score -5429989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5430035.000000 Penalty: 3451.471436
	Iteration 21Q: 3 clusters Score -5430035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5430070.500000 Penalty: 3451.471436
	Iteration 22Q: 3 clusters Score -5430070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5430097.500000 Penalty: 3451.471436
	Iteration 23Q: 3 clusters Score -5430098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5430130.500000 Penalty: 3451.471436
	Iteration 24Q: 3 clusters Score -5430130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5430136.500000 Penalty: 3451.471436
	Iteration 25Q: 3 clusters Score -5430136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5430159.000000 Penalty: 3451.471436
	Iteration 26Q: 3 clusters Score -5430159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5430181.500000 Penalty: 3451.471436
	Iteration 27Q: 3 clusters Score -5430182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5430196.000000 Penalty: 3451.471436
	Iteration 28Q: 3 clusters Score -5430196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5430200.500000 Penalty: 3451.471436
	Iteration 29Q: 3 clusters Score -5430200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5430196.000000 Penalty: 3451.471436
	Iteration 30Q: 3 clusters Score -5430196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5430187.500000 Penalty: 3451.471436
	Iteration 31Q: 3 clusters Score -5430188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5430200.000000 Penalty: 3451.471436
	Iteration 32Q: 3 clusters Score -5430200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5430202.500000 Penalty: 3451.471436
	Iteration 33Q: 3 clusters Score -5430202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5430209.000000 Penalty: 3451.471436
	Iteration 34Q: 3 clusters Score -5430209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -5430208.000000 Penalty: 3451.471436
	Iteration 35Q: 3 clusters Score -5430208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5430214.500000 Penalty: 3451.471436
	Iteration 36Q: 3 clusters Score -5430214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5430210.000000 Penalty: 3451.471436
	Iteration 37Q: 3 clusters Score -5430210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5430211.000000 Penalty: 3451.471436
	Iteration 38Q: 3 clusters Score -5430211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -5430212.500000 Penalty: 3451.471436
	Iteration 39Q: 3 clusters Score -5430212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5430214.500000 Penalty: 3451.471436
	Iteration 40F: 3 clusters Score -5430214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -5430214.500000 Penalty: 3451.471436
	Iteration 41Q: 3 clusters Score -5430214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -5430214.500000 Penalty: 3451.471436
	Iteration 42F: 3 clusters Score -5430214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Entering Unmasked Estep 
Score: -6254523.000000 Penalty: 1747.761108
	Iteration 0F: 2 clusters Score -6254523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6223345.000000 Penalty: 3495.522217
	Iteration 0F: 3 clusters Score -6223345 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -6235726.000000 Penalty: 3495.522217
	Iteration 1F: 3 clusters Score -6235726 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -6236287.000000 Penalty: 3495.522217
	Iteration 2Q: 3 clusters Score -6236287 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6236956.500000 Penalty: 3495.522217
	Iteration 3Q: 3 clusters Score -6236956 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6238146.500000 Penalty: 3495.522217
	Iteration 4F: 3 clusters Score -6238146 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6240152.000000 Penalty: 3495.522217
	Iteration 5F: 3 clusters Score -6240152 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -6243549.500000 Penalty: 3495.522217
	Iteration 6F: 3 clusters Score -6243550 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -6247626.000000 Penalty: 3495.522217
	Iteration 7F: 3 clusters Score -6247626 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6250870.500000 Penalty: 3495.522217
	Iteration 8F: 3 clusters Score -6250870 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6252342.500000 Penalty: 3495.522217
	Iteration 9Q: 3 clusters Score -6252342 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6252773.500000 Penalty: 3495.522217
	Iteration 10Q: 3 clusters Score -6252774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6252917.000000 Penalty: 3495.522217
	Iteration 11Q: 3 clusters Score -6252917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6253000.000000 Penalty: 3495.522217
	Iteration 12Q: 3 clusters Score -6253000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6253027.500000 Penalty: 3495.522217
	Iteration 13Q: 3 clusters Score -6253028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6253037.500000 Penalty: 3495.522217
	Iteration 14Q: 3 clusters Score -6253038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6253051.000000 Penalty: 3495.522217
	Iteration 15Q: 3 clusters Score -6253051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6253057.000000 Penalty: 3495.522217
	Iteration 16Q: 3 clusters Score -6253057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6253060.000000 Penalty: 3495.522217
	Iteration 17Q: 3 clusters Score -6253060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6253062.500000 Penalty: 3495.522217
	Iteration 18Q: 3 clusters Score -6253062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6253065.000000 Penalty: 3495.522217
	Iteration 19Q: 3 clusters Score -6253065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6253064.500000 Penalty: 3495.522217
	Iteration 20F: 3 clusters Score -6253064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6253067.000000 Penalty: 3495.522217
	Iteration 21Q: 3 clusters Score -6253067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6253065.500000 Penalty: 3495.522217
	Iteration 22Q: 3 clusters Score -6253066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6253064.000000 Penalty: 3495.522217
	Iteration 23Q: 3 clusters Score -6253064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6253064.500000 Penalty: 3495.522217
	Iteration 24Q: 3 clusters Score -6253064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6253072.500000 Penalty: 3495.522217
	Iteration 25Q: 3 clusters Score -6253072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6253071.000000 Penalty: 3495.522217
	Iteration 26Q: 3 clusters Score -6253071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6253068.500000 Penalty: 3495.522217
	Iteration 27Q: 3 clusters Score -6253068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6253068.500000 Penalty: 3495.522217
	Iteration 28F: 3 clusters Score -6253068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (84307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Entering Unmasked Estep 
Score: -11244933.000000 Penalty: 1843.110840
	Iteration 0F: 2 clusters Score -1.124493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -11193717.000000 Penalty: 3686.221680
	Iteration 0F: 3 clusters Score -1.119372e+07 nChanged 40442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -11218255.000000 Penalty: 3686.221680
	Iteration 1F: 3 clusters Score -1.121826e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -11219273.000000 Penalty: 3686.221680
	Iteration 2Q: 3 clusters Score -1.121927e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -11220733.000000 Penalty: 3686.221680
	Iteration 3Q: 3 clusters Score -1.122073e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -11222611.000000 Penalty: 3686.221680
	Iteration 4Q: 3 clusters Score -1.122261e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -11225116.000000 Penalty: 3686.221680
	Iteration 5F: 3 clusters Score -1.122512e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -11228436.000000 Penalty: 3686.221680
	Iteration 6F: 3 clusters Score -1.122844e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -11232515.000000 Penalty: 3686.221680
	Iteration 7F: 3 clusters Score -1.123252e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -11236155.000000 Penalty: 3686.221680
	Iteration 8F: 3 clusters Score -1.123616e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -11238687.000000 Penalty: 3686.221680
	Iteration 9Q: 3 clusters Score -1.123869e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -11240080.000000 Penalty: 3686.221680
	Iteration 10Q: 3 clusters Score -1.124008e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -11241159.000000 Penalty: 3686.221680
	Iteration 11Q: 3 clusters Score -1.124116e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -11242169.000000 Penalty: 3686.221680
	Iteration 12Q: 3 clusters Score -1.124217e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -11243122.000000 Penalty: 3686.221680
	Iteration 13Q: 3 clusters Score -1.124312e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -11243882.000000 Penalty: 3686.221680
	Iteration 14Q: 3 clusters Score -1.124388e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -11244455.000000 Penalty: 3686.221680
	Iteration 15Q: 3 clusters Score -1.124446e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -11245094.000000 Penalty: 3686.221680
	Iteration 16Q: 3 clusters Score -1.124509e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -11245521.000000 Penalty: 3686.221680
	Iteration 17Q: 3 clusters Score -1.124552e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -11245942.000000 Penalty: 3686.221680
	Iteration 18Q: 3 clusters Score -1.124594e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -11246233.000000 Penalty: 3686.221680
	Iteration 19Q: 3 clusters Score -1.124623e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -11246444.000000 Penalty: 3686.221680
	Iteration 20F: 3 clusters Score -1.124644e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -11246566.000000 Penalty: 3686.221680
	Iteration 21Q: 3 clusters Score -1.124657e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -11246660.000000 Penalty: 3686.221680
	Iteration 22Q: 3 clusters Score -1.124666e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -11246765.000000 Penalty: 3686.221680
	Iteration 23Q: 3 clusters Score -1.124676e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -11246769.000000 Penalty: 3686.221680
	Iteration 24Q: 3 clusters Score -1.124677e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -11246837.000000 Penalty: 3686.221680
	Iteration 25Q: 3 clusters Score -1.124684e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -11246862.000000 Penalty: 3686.221680
	Iteration 26Q: 3 clusters Score -1.124686e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -11246833.000000 Penalty: 3686.221680
	Iteration 27Q: 3 clusters Score -1.124683e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -11246847.000000 Penalty: 3686.221680
	Iteration 28Q: 3 clusters Score -1.124685e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -11246853.000000 Penalty: 3686.221680
	Iteration 29Q: 3 clusters Score -1.124685e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -11246839.000000 Penalty: 3686.221680
	Iteration 30Q: 3 clusters Score -1.124684e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -11246839.000000 Penalty: 3686.221680
	Iteration 31Q: 3 clusters Score -1.124684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -11246851.000000 Penalty: 3686.221680
	Iteration 32Q: 3 clusters Score -1.124685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -11246837.000000 Penalty: 3686.221680
	Iteration 33Q: 3 clusters Score -1.124684e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -11246846.000000 Penalty: 3686.221680
	Iteration 34Q: 3 clusters Score -1.124685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -11246844.000000 Penalty: 3686.221680
	Iteration 35Q: 3 clusters Score -1.124684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -11246843.000000 Penalty: 3686.221680
	Iteration 36Q: 3 clusters Score -1.124684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -11246831.000000 Penalty: 3686.221680
	Iteration 37Q: 3 clusters Score -1.124683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -11246845.000000 Penalty: 3686.221680
	Iteration 38Q: 3 clusters Score -1.124684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -11246837.000000 Penalty: 3686.221680
	Iteration 39Q: 3 clusters Score -1.124684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -11246849.000000 Penalty: 3686.221680
	Iteration 40F: 3 clusters Score -1.124685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -11246842.000000 Penalty: 3686.221680
	Iteration 41Q: 3 clusters Score -1.124684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -11246836.000000 Penalty: 3686.221680
	Iteration 42Q: 3 clusters Score -1.124684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -11246848.000000 Penalty: 3686.221680
	Iteration 43Q: 3 clusters Score -1.124685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -11246847.000000 Penalty: 3686.221680
	Iteration 44Q: 3 clusters Score -1.124685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -11246848.000000 Penalty: 3686.221680
	Iteration 45Q: 3 clusters Score -1.124685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -11246842.000000 Penalty: 3686.221680
	Iteration 46Q: 3 clusters Score -1.124684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -11246850.000000 Penalty: 3686.221680
	Iteration 47Q: 3 clusters Score -1.124685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -11246846.000000 Penalty: 3686.221680
	Iteration 48Q: 3 clusters Score -1.124685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -11246833.000000 Penalty: 3686.221680
	Iteration 49Q: 3 clusters Score -1.124683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -11246832.000000 Penalty: 3686.221680
	Iteration 50Q: 3 clusters Score -1.124683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -11246831.000000 Penalty: 3686.221680
	Iteration 51Q: 3 clusters Score -1.124683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -11246831.000000 Penalty: 3686.221680
	Iteration 52Q: 3 clusters Score -1.124683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -11246830.000000 Penalty: 3686.221680
	Iteration 53Q: 3 clusters Score -1.124683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -11246830.000000 Penalty: 3686.221680
	Iteration 54Q: 3 clusters Score -1.124683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -11246828.000000 Penalty: 3686.221680
	Iteration 55Q: 3 clusters Score -1.124683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -11246823.000000 Penalty: 3686.221680
	Iteration 56Q: 3 clusters Score -1.124682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -11246830.000000 Penalty: 3686.221680
	Iteration 57Q: 3 clusters Score -1.124683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -11246831.000000 Penalty: 3686.221680
	Iteration 58Q: 3 clusters Score -1.124683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -11246836.000000 Penalty: 3686.221680
	Iteration 59Q: 3 clusters Score -1.124684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -11246843.000000 Penalty: 3686.221680
	Iteration 60F: 3 clusters Score -1.124684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54107 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5459 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40942 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 22228 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17247 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17697 members 
Mstep: Class 48 contains 62079 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36250 members 
Mstep: Class 51 contains 74922 members 
Entering Unmasked Estep 
Score: -85988736.000000 Penalty: 111074.656250
Splitting cluster 38 changes total score from -85987760.000000 to -85988736.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106574.929688 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106574.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106740.882812 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106740.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106790.000000 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106812.070312 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106831.507812 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106838.984375 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106848.750000 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106859.101562 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106862.679688 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106863.703125 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -106863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106865.578125 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -106865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106868.812500 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -106868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106871.734375 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -106871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106873.242188 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -106873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106873.242188 Penalty: 2124.424805
	Iteration 14F: 3 clusters Score -106873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7957.720215 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7957.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8066.458008 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8066.458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8106.156250 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -8106.156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8131.464355 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8131.464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8149.000000 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8175.672852 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8175.673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8179.418945 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -8179.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8185.124512 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -8185.125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8188.159180 Penalty: 1733.133667
	Iteration 8Q: 3 clusters Score -8188.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8188.159180 Penalty: 1733.133667
	Iteration 9F: 3 clusters Score -8188.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -97780.062500 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -97780.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96563.921875 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -96563.92 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96970.328125 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -96970.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97193.804688 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -97193.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97309.976562 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -97309.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97389.093750 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -97389.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97419.507812 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -97419.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97433.546875 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -97433.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97449.312500 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -97449.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97458.000000 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -97458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97460.039062 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -97460.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97460.609375 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -97460.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97460.609375 Penalty: 2170.461182
	Iteration 11F: 3 clusters Score -97460.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Entering Unmasked Estep 
Score: -2244116.250000 Penalty: 1585.251343
	Iteration 0F: 2 clusters Score -2244116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2232202.000000 Penalty: 3170.502686
	Iteration 0F: 3 clusters Score -2232202 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2236490.250000 Penalty: 3170.502686
	Iteration 1F: 3 clusters Score -2236490 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2236810.500000 Penalty: 3170.502686
	Iteration 2Q: 3 clusters Score -2236810 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2237137.250000 Penalty: 3170.502686
	Iteration 3Q: 3 clusters Score -2237137 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2237512.750000 Penalty: 3170.502686
	Iteration 4Q: 3 clusters Score -2237513 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2237954.000000 Penalty: 3170.502686
	Iteration 5Q: 3 clusters Score -2237954 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2238638.750000 Penalty: 3170.502686
	Iteration 6F: 3 clusters Score -2238639 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2239444.750000 Penalty: 3170.502686
	Iteration 7F: 3 clusters Score -2239445 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2240271.500000 Penalty: 3170.502686
	Iteration 8F: 3 clusters Score -2240272 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2241069.000000 Penalty: 3170.502686
	Iteration 9F: 3 clusters Score -2241069 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2241727.500000 Penalty: 3170.502686
	Iteration 10Q: 3 clusters Score -2241728 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2242260.500000 Penalty: 3170.502686
	Iteration 11Q: 3 clusters Score -2242260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2242516.250000 Penalty: 3170.502686
	Iteration 12Q: 3 clusters Score -2242516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2242626.500000 Penalty: 3170.502686
	Iteration 13Q: 3 clusters Score -2242626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2242689.000000 Penalty: 3170.502686
	Iteration 14Q: 3 clusters Score -2242689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2242741.750000 Penalty: 3170.502686
	Iteration 15Q: 3 clusters Score -2242742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2242778.750000 Penalty: 3170.502686
	Iteration 16Q: 3 clusters Score -2242779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2242802.250000 Penalty: 3170.502686
	Iteration 17Q: 3 clusters Score -2242802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2242822.500000 Penalty: 3170.502686
	Iteration 18Q: 3 clusters Score -2242822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2242833.250000 Penalty: 3170.502686
	Iteration 19Q: 3 clusters Score -2242833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2242843.000000 Penalty: 3170.502686
	Iteration 20F: 3 clusters Score -2242843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2242847.750000 Penalty: 3170.502686
	Iteration 21Q: 3 clusters Score -2242848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2242849.250000 Penalty: 3170.502686
	Iteration 22Q: 3 clusters Score -2242849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2242854.750000 Penalty: 3170.502686
	Iteration 23Q: 3 clusters Score -2242855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2242857.750000 Penalty: 3170.502686
	Iteration 24Q: 3 clusters Score -2242858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2242864.000000 Penalty: 3170.502686
	Iteration 25Q: 3 clusters Score -2242864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2242862.250000 Penalty: 3170.502686
	Iteration 26Q: 3 clusters Score -2242862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2242862.750000 Penalty: 3170.502686
	Iteration 27Q: 3 clusters Score -2242863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2242862.250000 Penalty: 3170.502686
	Iteration 28Q: 3 clusters Score -2242862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2242868.000000 Penalty: 3170.502686
	Iteration 29Q: 3 clusters Score -2242868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2242862.750000 Penalty: 3170.502686
	Iteration 30Q: 3 clusters Score -2242863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2242865.750000 Penalty: 3170.502686
	Iteration 31Q: 3 clusters Score -2242866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2242865.750000 Penalty: 3170.502686
	Iteration 32F: 3 clusters Score -2242866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17089.998047 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17286.826172 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17286.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17323.287109 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17323.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17341.273438 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -17341.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17357.402344 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -17357.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17387.708984 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17387.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17400.265625 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -17400.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17402.080078 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -17402.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17408.849609 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -17408.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17414.240234 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -17414.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17419.431641 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -17419.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17425.560547 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -17425.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17434.115234 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -17434.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17445.269531 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -17445.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17449.662109 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -17449.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17467.605469 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -17467.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17480.304688 Penalty: 1863.335938
	Iteration 16Q: 3 clusters Score -17480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17482.798828 Penalty: 1863.335938
	Iteration 17Q: 3 clusters Score -17482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17482.798828 Penalty: 1863.335938
	Iteration 18F: 3 clusters Score -17482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33014.214844 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -33014.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33213.148438 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33213.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33294.308594 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33294.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33327.878906 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -33327.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33354.597656 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33373.000000 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33400.820312 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33400.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33422.289062 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33422.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33436.988281 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33436.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33442.281250 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33442.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33444.292969 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -33444.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33444.781250 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -33444.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33448.519531 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -33448.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33477.632812 Penalty: 1927.979736
	Iteration 13Q: 3 clusters Score -33477.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33490.824219 Penalty: 1927.979736
	Iteration 14Q: 3 clusters Score -33490.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33498.332031 Penalty: 1927.979736
	Iteration 15Q: 3 clusters Score -33498.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33507.226562 Penalty: 1927.979736
	Iteration 16Q: 3 clusters Score -33507.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33508.335938 Penalty: 1927.979736
	Iteration 17Q: 3 clusters Score -33508.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33508.335938 Penalty: 1927.979736
	Iteration 18F: 3 clusters Score -33508.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -51285.656250 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -51285.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50269.769531 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -50269.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50391.218750 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -50391.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50431.542969 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -50431.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50445.203125 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -50445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50453.738281 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -50453.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50453.738281 Penalty: 1959.190430
	Iteration 5F: 3 clusters Score -50453.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101311.179688 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101311.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101602.101562 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101602.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101729.515625 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101729.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101826.632812 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101826.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101906.820312 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101906.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101941.781250 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101941.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101964.601562 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101980.445312 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101986.375000 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -101986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101987.906250 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -101987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101987.906250 Penalty: 2150.221191
	Iteration 10F: 3 clusters Score -101987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (17697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Entering Unmasked Estep 
Score: -2357023.250000 Penalty: 1589.437012
	Iteration 0F: 2 clusters Score -2357023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2344891.500000 Penalty: 3178.874023
	Iteration 0F: 3 clusters Score -2344892 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2349091.750000 Penalty: 3178.874023
	Iteration 1F: 3 clusters Score -2349092 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2349348.750000 Penalty: 3178.874023
	Iteration 2Q: 3 clusters Score -2349349 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2349598.750000 Penalty: 3178.874023
	Iteration 3Q: 3 clusters Score -2349599 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2349807.500000 Penalty: 3178.874023
	Iteration 4Q: 3 clusters Score -2349808 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2350043.500000 Penalty: 3178.874023
	Iteration 5Q: 3 clusters Score -2350044 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2350329.500000 Penalty: 3178.874023
	Iteration 6Q: 3 clusters Score -2350330 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2350667.000000 Penalty: 3178.874023
	Iteration 7Q: 3 clusters Score -2350667 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2351134.750000 Penalty: 3178.874023
	Iteration 8F: 3 clusters Score -2351135 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2351731.000000 Penalty: 3178.874023
	Iteration 9F: 3 clusters Score -2351731 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2352445.000000 Penalty: 3178.874023
	Iteration 10F: 3 clusters Score -2352445 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2353229.250000 Penalty: 3178.874023
	Iteration 11F: 3 clusters Score -2353229 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2353919.750000 Penalty: 3178.874023
	Iteration 12Q: 3 clusters Score -2353920 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2354511.000000 Penalty: 3178.874023
	Iteration 13Q: 3 clusters Score -2354511 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2354934.500000 Penalty: 3178.874023
	Iteration 14Q: 3 clusters Score -2354934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2355204.750000 Penalty: 3178.874023
	Iteration 15Q: 3 clusters Score -2355205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2355343.250000 Penalty: 3178.874023
	Iteration 16Q: 3 clusters Score -2355343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2355429.500000 Penalty: 3178.874023
	Iteration 17Q: 3 clusters Score -2355430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2355500.750000 Penalty: 3178.874023
	Iteration 18Q: 3 clusters Score -2355501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2355534.750000 Penalty: 3178.874023
	Iteration 19Q: 3 clusters Score -2355535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2355572.500000 Penalty: 3178.874023
	Iteration 20F: 3 clusters Score -2355572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2355606.750000 Penalty: 3178.874023
	Iteration 21Q: 3 clusters Score -2355607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2355622.250000 Penalty: 3178.874023
	Iteration 22Q: 3 clusters Score -2355622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2355636.250000 Penalty: 3178.874023
	Iteration 23Q: 3 clusters Score -2355636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2355649.500000 Penalty: 3178.874023
	Iteration 24Q: 3 clusters Score -2355650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2355654.500000 Penalty: 3178.874023
	Iteration 25Q: 3 clusters Score -2355654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2355659.000000 Penalty: 3178.874023
	Iteration 26Q: 3 clusters Score -2355659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2355660.750000 Penalty: 3178.874023
	Iteration 27Q: 3 clusters Score -2355661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2355660.500000 Penalty: 3178.874023
	Iteration 28Q: 3 clusters Score -2355660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2355663.500000 Penalty: 3178.874023
	Iteration 29Q: 3 clusters Score -2355664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2355663.500000 Penalty: 3178.874023
	Iteration 30F: 3 clusters Score -2355664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35537.378906 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35537.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35675.714844 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35675.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35701.933594 Penalty: 1923.640503
	Iteration 2Q: 3 clusters Score -35701.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35714.703125 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35717.429688 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35717.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35718.128906 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35718.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35718.808594 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35718.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35720.433594 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -35720.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35722.246094 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -35722.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35727.617188 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -35727.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35728.312500 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -35728.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35728.312500 Penalty: 1923.640503
	Iteration 11F: 3 clusters Score -35728.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (36250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Entering Unmasked Estep 
Score: -4854049.500000 Penalty: 1705.956665
	Iteration 0F: 2 clusters Score -4854050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4829825.500000 Penalty: 3411.913330
	Iteration 0F: 3 clusters Score -4829826 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4839382.000000 Penalty: 3411.913330
	Iteration 1F: 3 clusters Score -4839382 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4839927.000000 Penalty: 3411.913330
	Iteration 2Q: 3 clusters Score -4839927 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4840622.000000 Penalty: 3411.913330
	Iteration 3Q: 3 clusters Score -4840622 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4841689.000000 Penalty: 3411.913330
	Iteration 4F: 3 clusters Score -4841689 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -4843062.500000 Penalty: 3411.913330
	Iteration 5F: 3 clusters Score -4843062 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4844880.000000 Penalty: 3411.913330
	Iteration 6F: 3 clusters Score -4844880 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4846917.500000 Penalty: 3411.913330
	Iteration 7F: 3 clusters Score -4846918 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4848875.500000 Penalty: 3411.913330
	Iteration 8F: 3 clusters Score -4848876 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4850477.000000 Penalty: 3411.913330
	Iteration 9Q: 3 clusters Score -4850477 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4851393.000000 Penalty: 3411.913330
	Iteration 10Q: 3 clusters Score -4851393 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4851901.000000 Penalty: 3411.913330
	Iteration 11Q: 3 clusters Score -4851901 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4852181.000000 Penalty: 3411.913330
	Iteration 12Q: 3 clusters Score -4852181 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4852334.500000 Penalty: 3411.913330
	Iteration 13Q: 3 clusters Score -4852334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4852400.000000 Penalty: 3411.913330
	Iteration 14Q: 3 clusters Score -4852400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4852457.500000 Penalty: 3411.913330
	Iteration 15Q: 3 clusters Score -4852458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4852499.500000 Penalty: 3411.913330
	Iteration 16Q: 3 clusters Score -4852500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4852508.500000 Penalty: 3411.913330
	Iteration 17Q: 3 clusters Score -4852508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4852518.500000 Penalty: 3411.913330
	Iteration 18Q: 3 clusters Score -4852518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4852532.500000 Penalty: 3411.913330
	Iteration 19Q: 3 clusters Score -4852532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4852541.000000 Penalty: 3411.913330
	Iteration 20F: 3 clusters Score -4852541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4852543.500000 Penalty: 3411.913330
	Iteration 21Q: 3 clusters Score -4852544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4852555.000000 Penalty: 3411.913330
	Iteration 22Q: 3 clusters Score -4852555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4852555.000000 Penalty: 3411.913330
	Iteration 23Q: 3 clusters Score -4852555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4852555.000000 Penalty: 3411.913330
	Iteration 24Q: 3 clusters Score -4852555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4852563.000000 Penalty: 3411.913330
	Iteration 25Q: 3 clusters Score -4852563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4852562.500000 Penalty: 3411.913330
	Iteration 26Q: 3 clusters Score -4852562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4852564.000000 Penalty: 3411.913330
	Iteration 27Q: 3 clusters Score -4852564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4852569.000000 Penalty: 3411.913330
	Iteration 28Q: 3 clusters Score -4852569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4852574.500000 Penalty: 3411.913330
	Iteration 29Q: 3 clusters Score -4852574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4852578.000000 Penalty: 3411.913330
	Iteration 30Q: 3 clusters Score -4852578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4852582.500000 Penalty: 3411.913330
	Iteration 31Q: 3 clusters Score -4852582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4852584.000000 Penalty: 3411.913330
	Iteration 32Q: 3 clusters Score -4852584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4852593.000000 Penalty: 3411.913330
	Iteration 33Q: 3 clusters Score -4852593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4852602.500000 Penalty: 3411.913330
	Iteration 34Q: 3 clusters Score -4852602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4852606.500000 Penalty: 3411.913330
	Iteration 35Q: 3 clusters Score -4852606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4852612.500000 Penalty: 3411.913330
	Iteration 36Q: 3 clusters Score -4852612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4852610.000000 Penalty: 3411.913330
	Iteration 37Q: 3 clusters Score -4852610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4852612.500000 Penalty: 3411.913330
	Iteration 38Q: 3 clusters Score -4852612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4852612.500000 Penalty: 3411.913330
	Iteration 39F: 3 clusters Score -4852612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (74922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Entering Unmasked Estep 
Score: -9999916.000000 Penalty: 1823.932983
	Iteration 0F: 2 clusters Score -9999916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9952268.000000 Penalty: 3647.865967
	Iteration 0F: 3 clusters Score -9952268 nChanged 35624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -9972507.000000 Penalty: 3647.865967
	Iteration 1F: 3 clusters Score -9972507 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9973008.000000 Penalty: 3647.865967
	Iteration 2Q: 3 clusters Score -9973008 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -9973498.000000 Penalty: 3647.865967
	Iteration 3Q: 3 clusters Score -9973498 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9973947.000000 Penalty: 3647.865967
	Iteration 4Q: 3 clusters Score -9973947 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -9974554.000000 Penalty: 3647.865967
	Iteration 5Q: 3 clusters Score -9974554 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -9975354.000000 Penalty: 3647.865967
	Iteration 6Q: 3 clusters Score -9975354 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9976784.000000 Penalty: 3647.865967
	Iteration 7Q: 3 clusters Score -9976784 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -9979003.000000 Penalty: 3647.865967
	Iteration 8F: 3 clusters Score -9979003 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -9982078.000000 Penalty: 3647.865967
	Iteration 9F: 3 clusters Score -9982078 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -9985953.000000 Penalty: 3647.865967
	Iteration 10F: 3 clusters Score -9985953 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -9989861.000000 Penalty: 3647.865967
	Iteration 11F: 3 clusters Score -9989861 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -9992468.000000 Penalty: 3647.865967
	Iteration 12Q: 3 clusters Score -9992468 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -9994066.000000 Penalty: 3647.865967
	Iteration 13Q: 3 clusters Score -9994066 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -9995213.000000 Penalty: 3647.865967
	Iteration 14Q: 3 clusters Score -9995213 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -9996026.000000 Penalty: 3647.865967
	Iteration 15Q: 3 clusters Score -9996026 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -9996505.000000 Penalty: 3647.865967
	Iteration 16Q: 3 clusters Score -9996505 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -9996874.000000 Penalty: 3647.865967
	Iteration 17Q: 3 clusters Score -9996874 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -9997149.000000 Penalty: 3647.865967
	Iteration 18Q: 3 clusters Score -9997149 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -9997370.000000 Penalty: 3647.865967
	Iteration 19Q: 3 clusters Score -9997370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -9997493.000000 Penalty: 3647.865967
	Iteration 20F: 3 clusters Score -9997493 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -9997688.000000 Penalty: 3647.865967
	Iteration 21Q: 3 clusters Score -9997688 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -9997785.000000 Penalty: 3647.865967
	Iteration 22Q: 3 clusters Score -9997785 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -9997892.000000 Penalty: 3647.865967
	Iteration 23Q: 3 clusters Score -9997892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -9997951.000000 Penalty: 3647.865967
	Iteration 24Q: 3 clusters Score -9997951 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -9998045.000000 Penalty: 3647.865967
	Iteration 25Q: 3 clusters Score -9998045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -9998064.000000 Penalty: 3647.865967
	Iteration 26Q: 3 clusters Score -9998064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -9998121.000000 Penalty: 3647.865967
	Iteration 27Q: 3 clusters Score -9998121 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -9998165.000000 Penalty: 3647.865967
	Iteration 28Q: 3 clusters Score -9998165 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -9998187.000000 Penalty: 3647.865967
	Iteration 29Q: 3 clusters Score -9998187 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -9998216.000000 Penalty: 3647.865967
	Iteration 30Q: 3 clusters Score -9998216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -9998248.000000 Penalty: 3647.865967
	Iteration 31Q: 3 clusters Score -9998248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -9998260.000000 Penalty: 3647.865967
	Iteration 32Q: 3 clusters Score -9998260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -9998279.000000 Penalty: 3647.865967
	Iteration 33Q: 3 clusters Score -9998279 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -9998332.000000 Penalty: 3647.865967
	Iteration 34Q: 3 clusters Score -9998332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -9998369.000000 Penalty: 3647.865967
	Iteration 35Q: 3 clusters Score -9998369 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -9998370.000000 Penalty: 3647.865967
	Iteration 36Q: 3 clusters Score -9998370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -9998382.000000 Penalty: 3647.865967
	Iteration 37Q: 3 clusters Score -9998382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -9998388.000000 Penalty: 3647.865967
	Iteration 38Q: 3 clusters Score -9998388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -9998380.000000 Penalty: 3647.865967
	Iteration 39Q: 3 clusters Score -9998380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -9998402.000000 Penalty: 3647.865967
	Iteration 40F: 3 clusters Score -9998402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9998407.000000 Penalty: 3647.865967
	Iteration 41Q: 3 clusters Score -9998407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -9998420.000000 Penalty: 3647.865967
	Iteration 42Q: 3 clusters Score -9998420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -9998395.000000 Penalty: 3647.865967
	Iteration 43Q: 3 clusters Score -9998395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -9998408.000000 Penalty: 3647.865967
	Iteration 44Q: 3 clusters Score -9998408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -9998400.000000 Penalty: 3647.865967
	Iteration 45Q: 3 clusters Score -9998400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9998392.000000 Penalty: 3647.865967
	Iteration 46Q: 3 clusters Score -9998392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -9998389.000000 Penalty: 3647.865967
	Iteration 47Q: 3 clusters Score -9998389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -9998384.000000 Penalty: 3647.865967
	Iteration 48Q: 3 clusters Score -9998384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -9998415.000000 Penalty: 3647.865967
	Iteration 49Q: 3 clusters Score -9998415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -9998439.000000 Penalty: 3647.865967
	Iteration 50Q: 3 clusters Score -9998439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -9998453.000000 Penalty: 3647.865967
	Iteration 51Q: 3 clusters Score -9998453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -9998448.000000 Penalty: 3647.865967
	Iteration 52Q: 3 clusters Score -9998448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -9998448.000000 Penalty: 3647.865967
	Iteration 53Q: 3 clusters Score -9998448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -9998459.000000 Penalty: 3647.865967
	Iteration 54Q: 3 clusters Score -9998459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -9998463.000000 Penalty: 3647.865967
	Iteration 55Q: 3 clusters Score -9998463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -9998473.000000 Penalty: 3647.865967
	Iteration 56Q: 3 clusters Score -9998473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -9998483.000000 Penalty: 3647.865967
	Iteration 57Q: 3 clusters Score -9998483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -9998503.000000 Penalty: 3647.865967
	Iteration 58Q: 3 clusters Score -9998503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -9998508.000000 Penalty: 3647.865967
	Iteration 59Q: 3 clusters Score -9998508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -9998512.000000 Penalty: 3647.865967
	Iteration 60F: 3 clusters Score -9998512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -9998515.000000 Penalty: 3647.865967
	Iteration 61Q: 3 clusters Score -9998515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -9998511.000000 Penalty: 3647.865967
	Iteration 62Q: 3 clusters Score -9998511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -9998514.000000 Penalty: 3647.865967
	Iteration 63Q: 3 clusters Score -9998514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -9998518.000000 Penalty: 3647.865967
	Iteration 64Q: 3 clusters Score -9998518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -9998512.000000 Penalty: 3647.865967
	Iteration 65Q: 3 clusters Score -9998512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9998522.000000 Penalty: 3647.865967
	Iteration 66Q: 3 clusters Score -9998522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -9998541.000000 Penalty: 3647.865967
	Iteration 67Q: 3 clusters Score -9998541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -9998552.000000 Penalty: 3647.865967
	Iteration 68Q: 3 clusters Score -9998552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -9998557.000000 Penalty: 3647.865967
	Iteration 69Q: 3 clusters Score -9998557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -9998558.000000 Penalty: 3647.865967
	Iteration 70Q: 3 clusters Score -9998558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -9998568.000000 Penalty: 3647.865967
	Iteration 71Q: 3 clusters Score -9998568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -9998572.000000 Penalty: 3647.865967
	Iteration 72Q: 3 clusters Score -9998572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -9998577.000000 Penalty: 3647.865967
	Iteration 73Q: 3 clusters Score -9998577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -9998572.000000 Penalty: 3647.865967
	Iteration 74Q: 3 clusters Score -9998572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -9998575.000000 Penalty: 3647.865967
	Iteration 75Q: 3 clusters Score -9998575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -9998560.000000 Penalty: 3647.865967
	Iteration 76Q: 3 clusters Score -9998560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -9998579.000000 Penalty: 3647.865967
	Iteration 77Q: 3 clusters Score -9998579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -9998587.000000 Penalty: 3647.865967
	Iteration 78Q: 3 clusters Score -9998587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -9998583.000000 Penalty: 3647.865967
	Iteration 79Q: 3 clusters Score -9998583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9998584.000000 Penalty: 3647.865967
	Iteration 80F: 3 clusters Score -9998584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -9998575.000000 Penalty: 3647.865967
	Iteration 81Q: 3 clusters Score -9998575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -9998572.000000 Penalty: 3647.865967
	Iteration 82Q: 3 clusters Score -9998572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -9998582.000000 Penalty: 3647.865967
	Iteration 83Q: 3 clusters Score -9998582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9998585.000000 Penalty: 3647.865967
	Iteration 84Q: 3 clusters Score -9998585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -9998590.000000 Penalty: 3647.865967
	Iteration 85Q: 3 clusters Score -9998590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -9998596.000000 Penalty: 3647.865967
	Iteration 86Q: 3 clusters Score -9998596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -9998610.000000 Penalty: 3647.865967
	Iteration 87Q: 3 clusters Score -9998610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -9998610.000000 Penalty: 3647.865967
	Iteration 88Q: 3 clusters Score -9998610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -9998611.000000 Penalty: 3647.865967
	Iteration 89Q: 3 clusters Score -9998611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -9998621.000000 Penalty: 3647.865967
	Iteration 90Q: 3 clusters Score -9998621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -9998606.000000 Penalty: 3647.865967
	Iteration 91Q: 3 clusters Score -9998606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -9998621.000000 Penalty: 3647.865967
	Iteration 92Q: 3 clusters Score -9998621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -9998626.000000 Penalty: 3647.865967
	Iteration 93Q: 3 clusters Score -9998626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -9998625.000000 Penalty: 3647.865967
	Iteration 94Q: 3 clusters Score -9998625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -9998627.000000 Penalty: 3647.865967
	Iteration 95Q: 3 clusters Score -9998627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -9998626.000000 Penalty: 3647.865967
	Iteration 96Q: 3 clusters Score -9998626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -9998625.000000 Penalty: 3647.865967
	Iteration 97Q: 3 clusters Score -9998625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -9998623.000000 Penalty: 3647.865967
	Iteration 98Q: 3 clusters Score -9998623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -9998627.000000 Penalty: 3647.865967
	Iteration 99Q: 3 clusters Score -9998627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9998635.000000 Penalty: 3647.865967
	Iteration 100F: 3 clusters Score -9998635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -9998635.000000 Penalty: 3647.865967
	Iteration 101Q: 3 clusters Score -9998635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -9998629.000000 Penalty: 3647.865967
	Iteration 102Q: 3 clusters Score -9998629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -9998636.000000 Penalty: 3647.865967
	Iteration 103Q: 3 clusters Score -9998636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -9998621.000000 Penalty: 3647.865967
	Iteration 104Q: 3 clusters Score -9998621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -9998631.000000 Penalty: 3647.865967
	Iteration 105Q: 3 clusters Score -9998631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -9998623.000000 Penalty: 3647.865967
	Iteration 106Q: 3 clusters Score -9998623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -9998628.000000 Penalty: 3647.865967
	Iteration 107Q: 3 clusters Score -9998628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9998627.000000 Penalty: 3647.865967
	Iteration 108Q: 3 clusters Score -9998627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -9998627.000000 Penalty: 3647.865967
	Iteration 109Q: 3 clusters Score -9998627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -9998631.000000 Penalty: 3647.865967
	Iteration 110Q: 3 clusters Score -9998631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -9998634.000000 Penalty: 3647.865967
	Iteration 111Q: 3 clusters Score -9998634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -9998641.000000 Penalty: 3647.865967
	Iteration 112Q: 3 clusters Score -9998641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9998638.000000 Penalty: 3647.865967
	Iteration 113Q: 3 clusters Score -9998638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9998638.000000 Penalty: 3647.865967
	Iteration 114F: 3 clusters Score -9998638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54107 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5459 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40942 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 22228 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17247 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17697 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 36250 members 
Mstep: Class 51 contains 74922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989608.000000 Penalty: 111074.656250
Iteration 279Q: 52 clusters Score -8.598961e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 14910 members 
Mstep: Class 11 contains 26217 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 23890 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41636 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 65021 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15944 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54498 members 
Mstep: Class 30 contains 4027 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5423 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40950 members 
Mstep: Class 37 contains 46777 members 
Mstep: Class 38 contains 22511 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17260 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 17170 members 
Mstep: Class 48 contains 61139 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 35625 members 
Mstep: Class 51 contains 75915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990048.000000 Penalty: 111074.656250
Iteration 280F: 52 clusters Score -8.599005e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 26185 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26203 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24080 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41848 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 65001 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15940 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 54940 members 
Mstep: Class 30 contains 4039 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5391 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40876 members 
Mstep: Class 37 contains 46647 members 
Mstep: Class 38 contains 22553 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17227 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 16634 members 
Mstep: Class 48 contains 61804 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 34986 members 
Mstep: Class 51 contains 76018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990232.000000 Penalty: 111074.656250
Iteration 281Q: 52 clusters Score -8.599023e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 26167 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 26064 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24256 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41948 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 65000 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15921 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 55352 members 
Mstep: Class 30 contains 4048 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40832 members 
Mstep: Class 37 contains 46598 members 
Mstep: Class 38 contains 22709 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17194 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 16117 members 
Mstep: Class 48 contains 62457 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 34378 members 
Mstep: Class 51 contains 75965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990472.000000 Penalty: 111074.656250
Iteration 282Q: 52 clusters Score -8.599047e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 26163 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25933 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24425 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42058 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 64998 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15922 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 55754 members 
Mstep: Class 30 contains 4062 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5343 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40783 members 
Mstep: Class 37 contains 46530 members 
Mstep: Class 38 contains 22955 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17170 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 15585 members 
Mstep: Class 48 contains 63205 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 33699 members 
Mstep: Class 51 contains 75790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990400.000000 Penalty: 111074.656250
Iteration 283Q: 52 clusters Score -8.59904e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 26159 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25799 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24556 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42111 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 64985 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15915 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 56103 members 
Mstep: Class 30 contains 4073 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5313 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40725 members 
Mstep: Class 37 contains 46478 members 
Mstep: Class 38 contains 23304 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17168 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 15098 members 
Mstep: Class 48 contains 64030 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 33017 members 
Mstep: Class 51 contains 75547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990536.000000 Penalty: 111074.656250
Iteration 284Q: 52 clusters Score -8.599054e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14886 members 
Mstep: Class 11 contains 26160 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25658 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24683 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42125 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 64970 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15889 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 56470 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5293 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40669 members 
Mstep: Class 37 contains 46425 members 
Mstep: Class 38 contains 23753 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17153 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 14599 members 
Mstep: Class 48 contains 64945 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 32354 members 
Mstep: Class 51 contains 75160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990552.000000 Penalty: 111074.656250
Iteration 285Q: 52 clusters Score -8.599055e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 26166 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25518 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42131 members 
Mstep: Class 20 contains 14932 members 
Mstep: Class 21 contains 64922 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15865 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 56823 members 
Mstep: Class 30 contains 4066 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40597 members 
Mstep: Class 37 contains 46369 members 
Mstep: Class 38 contains 24274 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17149 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 14118 members 
Mstep: Class 48 contains 65928 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 31711 members 
Mstep: Class 51 contains 74654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990624.000000 Penalty: 111074.656250
Iteration 286Q: 52 clusters Score -8.599062e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 26164 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25376 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 24967 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42123 members 
Mstep: Class 20 contains 14920 members 
Mstep: Class 21 contains 64877 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15831 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 57095 members 
Mstep: Class 30 contains 4052 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40503 members 
Mstep: Class 37 contains 46305 members 
Mstep: Class 38 contains 24884 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17151 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 13663 members 
Mstep: Class 48 contains 67075 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 31036 members 
Mstep: Class 51 contains 74041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991200.000000 Penalty: 111074.656250
Iteration 287Q: 52 clusters Score -8.59912e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 26170 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25247 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25099 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42084 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 64837 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15815 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 57377 members 
Mstep: Class 30 contains 4050 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5221 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40396 members 
Mstep: Class 37 contains 46228 members 
Mstep: Class 38 contains 25586 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17158 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 13240 members 
Mstep: Class 48 contains 68209 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 30365 members 
Mstep: Class 51 contains 73330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991312.000000 Penalty: 111074.656250
Iteration 288Q: 52 clusters Score -8.599131e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 26160 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42080 members 
Mstep: Class 20 contains 14897 members 
Mstep: Class 21 contains 64815 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15789 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 57639 members 
Mstep: Class 30 contains 4040 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5202 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40280 members 
Mstep: Class 37 contains 46158 members 
Mstep: Class 38 contains 26376 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17158 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 12840 members 
Mstep: Class 48 contains 69433 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 29719 members 
Mstep: Class 51 contains 72398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991088.000000 Penalty: 111074.656250
Iteration 289Q: 52 clusters Score -8.599109e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25317 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42041 members 
Mstep: Class 20 contains 14890 members 
Mstep: Class 21 contains 64779 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15781 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 57838 members 
Mstep: Class 30 contains 4038 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40148 members 
Mstep: Class 37 contains 46126 members 
Mstep: Class 38 contains 27272 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17155 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 12438 members 
Mstep: Class 48 contains 70732 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 29025 members 
Mstep: Class 51 contains 71409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991136.000000 Penalty: 111074.656250
Iteration 290Q: 52 clusters Score -8.599114e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 26143 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24875 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25447 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42001 members 
Mstep: Class 20 contains 14894 members 
Mstep: Class 21 contains 64759 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15783 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 57980 members 
Mstep: Class 30 contains 4029 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40015 members 
Mstep: Class 37 contains 46082 members 
Mstep: Class 38 contains 28204 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17151 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 12066 members 
Mstep: Class 48 contains 71966 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 28374 members 
Mstep: Class 51 contains 70388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990912.000000 Penalty: 111074.656250
Iteration 291Q: 52 clusters Score -8.599091e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 26134 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24744 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25576 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41958 members 
Mstep: Class 20 contains 14892 members 
Mstep: Class 21 contains 64755 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15773 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 58166 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5127 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39857 members 
Mstep: Class 37 contains 46022 members 
Mstep: Class 38 contains 29185 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 11722 members 
Mstep: Class 48 contains 73140 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 27756 members 
Mstep: Class 51 contains 69316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990856.000000 Penalty: 111074.656250
Iteration 292Q: 52 clusters Score -8.599086e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 26119 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24616 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25707 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 14898 members 
Mstep: Class 21 contains 64740 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15767 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 58289 members 
Mstep: Class 30 contains 4036 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5108 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39746 members 
Mstep: Class 37 contains 45940 members 
Mstep: Class 38 contains 30202 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17162 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 11406 members 
Mstep: Class 48 contains 74187 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 27215 members 
Mstep: Class 51 contains 68289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990416.000000 Penalty: 111074.656250
Iteration 293Q: 52 clusters Score -8.599042e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 26118 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24472 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41832 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 64731 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15751 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 58241 members 
Mstep: Class 30 contains 4040 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39657 members 
Mstep: Class 37 contains 45872 members 
Mstep: Class 38 contains 31262 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17175 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 11114 members 
Mstep: Class 48 contains 75190 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 26717 members 
Mstep: Class 51 contains 67277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990296.000000 Penalty: 111074.656250
Iteration 294Q: 52 clusters Score -8.59903e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 1213 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 26098 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24356 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 25978 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 64731 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15743 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 58185 members 
Mstep: Class 30 contains 4045 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5077 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39576 members 
Mstep: Class 37 contains 45780 members 
Mstep: Class 38 contains 32382 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17188 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10846 members 
Mstep: Class 48 contains 76051 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 26281 members 
Mstep: Class 51 contains 66246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990040.000000 Penalty: 111074.656250
Iteration 295Q: 52 clusters Score -8.599004e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 26075 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24251 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26099 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41810 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 64714 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15736 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 57967 members 
Mstep: Class 30 contains 4042 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 5057 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39514 members 
Mstep: Class 37 contains 45693 members 
Mstep: Class 38 contains 33485 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17196 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10593 members 
Mstep: Class 48 contains 77030 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 25878 members 
Mstep: Class 51 contains 65236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990136.000000 Penalty: 111074.656250
Iteration 296Q: 52 clusters Score -8.599014e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 26066 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24153 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 26234 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41811 members 
Mstep: Class 20 contains 14933 members 
Mstep: Class 21 contains 64702 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15736 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 57616 members 
Mstep: Class 30 contains 4038 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39437 members 
Mstep: Class 37 contains 45639 members 
Mstep: Class 38 contains 34674 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17185 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10340 members 
Mstep: Class 48 contains 77850 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 25479 members 
Mstep: Class 51 contains 64369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990672.000000 Penalty: 111074.656250
Iteration 297Q: 52 clusters Score -8.599067e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1217 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 26061 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 24048 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 26368 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 14950 members 
Mstep: Class 21 contains 64677 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15721 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 57155 members 
Mstep: Class 30 contains 4031 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 5029 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39385 members 
Mstep: Class 37 contains 45604 members 
Mstep: Class 38 contains 35812 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17176 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10083 members 
Mstep: Class 48 contains 78626 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 25140 members 
Mstep: Class 51 contains 63607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990664.000000 Penalty: 111074.656250
Iteration 298Q: 52 clusters Score -8.599066e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 1219 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 26053 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23950 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 26507 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41851 members 
Mstep: Class 20 contains 14949 members 
Mstep: Class 21 contains 64658 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15709 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 56633 members 
Mstep: Class 30 contains 4026 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39299 members 
Mstep: Class 37 contains 45562 members 
Mstep: Class 38 contains 37004 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17174 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 79308 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24819 members 
Mstep: Class 51 contains 62914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990456.000000 Penalty: 111074.656250
Iteration 299Q: 52 clusters Score -8.599046e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 1222 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 26056 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23827 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 26657 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41885 members 
Mstep: Class 20 contains 14961 members 
Mstep: Class 21 contains 64631 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 56035 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 5013 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39218 members 
Mstep: Class 37 contains 45544 members 
Mstep: Class 38 contains 38296 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17166 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9625 members 
Mstep: Class 48 contains 79790 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24579 members 
Mstep: Class 51 contains 62299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990416.000000 Penalty: 111074.656250
Iteration 300F: 52 clusters Score -8.599042e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14902 members 
Mstep: Class 11 contains 26051 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23725 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 26776 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41906 members 
Mstep: Class 20 contains 14970 members 
Mstep: Class 21 contains 64612 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15675 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 55344 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39134 members 
Mstep: Class 37 contains 45554 members 
Mstep: Class 38 contains 39663 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17159 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9410 members 
Mstep: Class 48 contains 80176 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24438 members 
Mstep: Class 51 contains 61673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990624.000000 Penalty: 111074.656250
Iteration 301Q: 52 clusters Score -8.599062e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 26042 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23650 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41933 members 
Mstep: Class 20 contains 14986 members 
Mstep: Class 21 contains 64587 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15669 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 54712 members 
Mstep: Class 30 contains 4023 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39082 members 
Mstep: Class 37 contains 45602 members 
Mstep: Class 38 contains 40932 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9187 members 
Mstep: Class 48 contains 80350 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24330 members 
Mstep: Class 51 contains 61230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990712.000000 Penalty: 111074.656250
Iteration 302Q: 52 clusters Score -8.599071e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 26037 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23563 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 26953 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41950 members 
Mstep: Class 20 contains 15000 members 
Mstep: Class 21 contains 64568 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15661 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 53965 members 
Mstep: Class 30 contains 4020 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4954 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39069 members 
Mstep: Class 37 contains 45649 members 
Mstep: Class 38 contains 42152 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17134 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9008 members 
Mstep: Class 48 contains 80478 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24260 members 
Mstep: Class 51 contains 60868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990920.000000 Penalty: 111074.656250
Iteration 303Q: 52 clusters Score -8.599092e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14912 members 
Mstep: Class 11 contains 26035 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41951 members 
Mstep: Class 20 contains 15016 members 
Mstep: Class 21 contains 64560 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15654 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15993 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 53110 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39060 members 
Mstep: Class 37 contains 45718 members 
Mstep: Class 38 contains 43362 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17126 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8833 members 
Mstep: Class 48 contains 80593 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24216 members 
Mstep: Class 51 contains 60605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991008.000000 Penalty: 111074.656250
Iteration 304Q: 52 clusters Score -8.599101e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 26024 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23401 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27041 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41978 members 
Mstep: Class 20 contains 15033 members 
Mstep: Class 21 contains 64544 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15638 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 52187 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4920 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39032 members 
Mstep: Class 37 contains 45788 members 
Mstep: Class 38 contains 44545 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17129 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8675 members 
Mstep: Class 48 contains 80697 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24214 members 
Mstep: Class 51 contains 60417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990904.000000 Penalty: 111074.656250
Iteration 305Q: 52 clusters Score -8.59909e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14911 members 
Mstep: Class 11 contains 26013 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23332 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27062 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42026 members 
Mstep: Class 20 contains 15043 members 
Mstep: Class 21 contains 64538 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15633 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 51078 members 
Mstep: Class 30 contains 4012 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39020 members 
Mstep: Class 37 contains 45846 members 
Mstep: Class 38 contains 45747 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17130 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8562 members 
Mstep: Class 48 contains 80881 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24188 members 
Mstep: Class 51 contains 60266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990832.000000 Penalty: 111074.656250
Iteration 306Q: 52 clusters Score -8.599083e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14915 members 
Mstep: Class 11 contains 26007 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23273 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27098 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42083 members 
Mstep: Class 20 contains 15055 members 
Mstep: Class 21 contains 64533 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15631 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 49864 members 
Mstep: Class 30 contains 4003 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4877 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39015 members 
Mstep: Class 37 contains 45885 members 
Mstep: Class 38 contains 46901 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8462 members 
Mstep: Class 48 contains 81065 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24162 members 
Mstep: Class 51 contains 60228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990776.000000 Penalty: 111074.656250
Iteration 307Q: 52 clusters Score -8.599078e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 26001 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23204 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27152 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42105 members 
Mstep: Class 20 contains 15076 members 
Mstep: Class 21 contains 64518 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15628 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 48449 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4864 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39006 members 
Mstep: Class 37 contains 45951 members 
Mstep: Class 38 contains 48070 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17125 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8374 members 
Mstep: Class 48 contains 81378 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24151 members 
Mstep: Class 51 contains 60218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990880.000000 Penalty: 111074.656250
Iteration 308Q: 52 clusters Score -8.599088e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14923 members 
Mstep: Class 11 contains 26000 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23135 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27197 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42142 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 64500 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15614 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 47018 members 
Mstep: Class 30 contains 3999 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4857 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38996 members 
Mstep: Class 37 contains 46014 members 
Mstep: Class 38 contains 49072 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17124 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8312 members 
Mstep: Class 48 contains 81757 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24159 members 
Mstep: Class 51 contains 60266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990632.000000 Penalty: 111074.656250
Iteration 309Q: 52 clusters Score -8.599063e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14921 members 
Mstep: Class 11 contains 25998 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 23061 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27269 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42146 members 
Mstep: Class 20 contains 15114 members 
Mstep: Class 21 contains 64490 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 45593 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38982 members 
Mstep: Class 37 contains 46086 members 
Mstep: Class 38 contains 50020 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17126 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8300 members 
Mstep: Class 48 contains 82118 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24153 members 
Mstep: Class 51 contains 60382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990392.000000 Penalty: 111074.656250
Iteration 310Q: 52 clusters Score -8.599039e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25994 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22989 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27351 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42163 members 
Mstep: Class 20 contains 15126 members 
Mstep: Class 21 contains 64485 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15571 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 44220 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4835 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38995 members 
Mstep: Class 37 contains 46142 members 
Mstep: Class 38 contains 50723 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17115 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8326 members 
Mstep: Class 48 contains 82558 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24128 members 
Mstep: Class 51 contains 60556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990144.000000 Penalty: 111074.656250
Iteration 311Q: 52 clusters Score -8.599014e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14923 members 
Mstep: Class 11 contains 25992 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27440 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42179 members 
Mstep: Class 20 contains 15144 members 
Mstep: Class 21 contains 64478 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15564 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 42832 members 
Mstep: Class 30 contains 3982 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39015 members 
Mstep: Class 37 contains 46204 members 
Mstep: Class 38 contains 51300 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17111 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8360 members 
Mstep: Class 48 contains 83035 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24115 members 
Mstep: Class 51 contains 60778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990104.000000 Penalty: 111074.656250
Iteration 312Q: 52 clusters Score -8.59901e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14925 members 
Mstep: Class 11 contains 25993 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22848 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42193 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 64479 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15547 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 41513 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39044 members 
Mstep: Class 37 contains 46246 members 
Mstep: Class 38 contains 51788 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17113 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8406 members 
Mstep: Class 48 contains 83484 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24093 members 
Mstep: Class 51 contains 61059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989728.000000 Penalty: 111074.656250
Iteration 313Q: 52 clusters Score -8.598973e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25991 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22800 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42242 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 64490 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15550 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 40284 members 
Mstep: Class 30 contains 3972 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39058 members 
Mstep: Class 37 contains 46287 members 
Mstep: Class 38 contains 52084 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17111 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8460 members 
Mstep: Class 48 contains 84030 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 24029 members 
Mstep: Class 51 contains 61368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989232.000000 Penalty: 111074.656250
Iteration 314Q: 52 clusters Score -8.598923e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14935 members 
Mstep: Class 11 contains 25988 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22744 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42262 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 64490 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15546 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 39245 members 
Mstep: Class 30 contains 3964 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 4796 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39062 members 
Mstep: Class 37 contains 46324 members 
Mstep: Class 38 contains 52229 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17120 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8516 members 
Mstep: Class 48 contains 84584 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23931 members 
Mstep: Class 51 contains 61698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988424.000000 Penalty: 111074.656250
Iteration 315Q: 52 clusters Score -8.598842e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 25995 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27633 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42264 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 64488 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15530 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 38438 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4787 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39057 members 
Mstep: Class 37 contains 46371 members 
Mstep: Class 38 contains 52165 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17127 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8573 members 
Mstep: Class 48 contains 85095 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23833 members 
Mstep: Class 51 contains 62077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987840.000000 Penalty: 111074.656250
Iteration 316Q: 52 clusters Score -8.598784e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 25995 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27678 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42264 members 
Mstep: Class 20 contains 15155 members 
Mstep: Class 21 contains 64482 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15528 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37834 members 
Mstep: Class 30 contains 3955 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4774 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39066 members 
Mstep: Class 37 contains 46409 members 
Mstep: Class 38 contains 51922 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17135 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8620 members 
Mstep: Class 48 contains 85556 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23691 members 
Mstep: Class 51 contains 62519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987512.000000 Penalty: 111074.656250
Iteration 317Q: 52 clusters Score -8.598751e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 26001 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22585 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27727 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42269 members 
Mstep: Class 20 contains 15159 members 
Mstep: Class 21 contains 64466 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15536 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37460 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4759 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39073 members 
Mstep: Class 37 contains 46433 members 
Mstep: Class 38 contains 51524 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17136 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8668 members 
Mstep: Class 48 contains 86008 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23490 members 
Mstep: Class 51 contains 62986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987096.000000 Penalty: 111074.656250
Iteration 318Q: 52 clusters Score -8.59871e+07 nChanged 2275
Entering ConstructFrom: 
Score: -85987096.000000 Penalty: 111074.656250
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.312500 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39174.710938 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39174.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39451.835938 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39451.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39606.015625 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39606.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39820.542969 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39820.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40087.781250 Penalty: 1988.381592
	Iteration 4F: 3 clusters Score -40087.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40381.277344 Penalty: 1988.381592
	Iteration 5F: 3 clusters Score -40381.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40444.472656 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40444.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40492.148438 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40492.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40518.050781 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40518.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40555.730469 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40555.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40595.792969 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40595.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40661.082031 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -40661.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40674.445312 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -40674.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40679.609375 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -40679.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40684.750000 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -40684.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40686.414062 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -40686.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40690.800781 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -40690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40690.800781 Penalty: 1988.381592
	Iteration 17F: 3 clusters Score -40690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 26004 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 15165 members 
Mstep: Class 21 contains 64452 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15532 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37148 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4746 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39071 members 
Mstep: Class 37 contains 46473 members 
Mstep: Class 38 contains 50941 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17142 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8726 members 
Mstep: Class 48 contains 86655 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23248 members 
Mstep: Class 51 contains 63388 members 
Mstep: Class 52 contains 170 members 
Entering Unmasked Estep 
Score: -85985840.000000 Penalty: 113252.593750
Splitting cluster 1 changes total score from -85987096.000000 to -85985840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Entering Unmasked Estep 
Score: -1502242.750000 Penalty: 1519.969971
	Iteration 0F: 2 clusters Score -1502243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1494054.125000 Penalty: 3039.939941
	Iteration 0F: 3 clusters Score -1494054 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1496975.375000 Penalty: 3039.939941
	Iteration 1F: 3 clusters Score -1496975 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1497461.250000 Penalty: 3039.939941
	Iteration 2F: 3 clusters Score -1497461 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1497983.500000 Penalty: 3039.939941
	Iteration 3F: 3 clusters Score -1497984 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1498568.000000 Penalty: 3039.939941
	Iteration 4F: 3 clusters Score -1498568 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1499145.375000 Penalty: 3039.939941
	Iteration 5F: 3 clusters Score -1499145 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1499602.125000 Penalty: 3039.939941
	Iteration 6F: 3 clusters Score -1499602 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1499980.875000 Penalty: 3039.939941
	Iteration 7Q: 3 clusters Score -1499981 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1500319.000000 Penalty: 3039.939941
	Iteration 8Q: 3 clusters Score -1500319 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1500619.000000 Penalty: 3039.939941
	Iteration 9Q: 3 clusters Score -1500619 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1500812.125000 Penalty: 3039.939941
	Iteration 10Q: 3 clusters Score -1500812 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1500911.750000 Penalty: 3039.939941
	Iteration 11Q: 3 clusters Score -1500912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1500971.625000 Penalty: 3039.939941
	Iteration 12Q: 3 clusters Score -1500972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1501002.625000 Penalty: 3039.939941
	Iteration 13Q: 3 clusters Score -1501003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1501024.125000 Penalty: 3039.939941
	Iteration 14Q: 3 clusters Score -1501024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1501039.625000 Penalty: 3039.939941
	Iteration 15Q: 3 clusters Score -1501040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1501049.625000 Penalty: 3039.939941
	Iteration 16Q: 3 clusters Score -1501050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1501060.500000 Penalty: 3039.939941
	Iteration 17Q: 3 clusters Score -1501060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1501073.625000 Penalty: 3039.939941
	Iteration 18Q: 3 clusters Score -1501074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1501081.375000 Penalty: 3039.939941
	Iteration 19Q: 3 clusters Score -1501081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1501087.500000 Penalty: 3039.939941
	Iteration 20F: 3 clusters Score -1501088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1501091.000000 Penalty: 3039.939941
	Iteration 21Q: 3 clusters Score -1501091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1501097.625000 Penalty: 3039.939941
	Iteration 22Q: 3 clusters Score -1501098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1501105.875000 Penalty: 3039.939941
	Iteration 23Q: 3 clusters Score -1501106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1501115.000000 Penalty: 3039.939941
	Iteration 24Q: 3 clusters Score -1501115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1501121.250000 Penalty: 3039.939941
	Iteration 25Q: 3 clusters Score -1501121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1501127.750000 Penalty: 3039.939941
	Iteration 26Q: 3 clusters Score -1501128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1501128.750000 Penalty: 3039.939941
	Iteration 27Q: 3 clusters Score -1501129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1501138.125000 Penalty: 3039.939941
	Iteration 28Q: 3 clusters Score -1501138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1501142.625000 Penalty: 3039.939941
	Iteration 29Q: 3 clusters Score -1501143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1501150.000000 Penalty: 3039.939941
	Iteration 30Q: 3 clusters Score -1501150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1501152.125000 Penalty: 3039.939941
	Iteration 31Q: 3 clusters Score -1501152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1501155.375000 Penalty: 3039.939941
	Iteration 32Q: 3 clusters Score -1501155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1501155.625000 Penalty: 3039.939941
	Iteration 33Q: 3 clusters Score -1501156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1501164.750000 Penalty: 3039.939941
	Iteration 34Q: 3 clusters Score -1501165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1501166.250000 Penalty: 3039.939941
	Iteration 35Q: 3 clusters Score -1501166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1501167.000000 Penalty: 3039.939941
	Iteration 36Q: 3 clusters Score -1501167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1501167.750000 Penalty: 3039.939941
	Iteration 37Q: 3 clusters Score -1501168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1501170.125000 Penalty: 3039.939941
	Iteration 38Q: 3 clusters Score -1501170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1501174.500000 Penalty: 3039.939941
	Iteration 39Q: 3 clusters Score -1501174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1501179.125000 Penalty: 3039.939941
	Iteration 40F: 3 clusters Score -1501179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1501182.875000 Penalty: 3039.939941
	Iteration 41Q: 3 clusters Score -1501183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1501182.250000 Penalty: 3039.939941
	Iteration 42Q: 3 clusters Score -1501182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1501186.875000 Penalty: 3039.939941
	Iteration 43Q: 3 clusters Score -1501187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1501192.125000 Penalty: 3039.939941
	Iteration 44Q: 3 clusters Score -1501192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1501196.875000 Penalty: 3039.939941
	Iteration 45Q: 3 clusters Score -1501197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1501199.500000 Penalty: 3039.939941
	Iteration 46Q: 3 clusters Score -1501200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1501203.250000 Penalty: 3039.939941
	Iteration 47Q: 3 clusters Score -1501203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1501203.750000 Penalty: 3039.939941
	Iteration 48Q: 3 clusters Score -1501204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1501203.750000 Penalty: 3039.939941
	Iteration 49Q: 3 clusters Score -1501204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1501203.000000 Penalty: 3039.939941
	Iteration 50Q: 3 clusters Score -1501203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1501207.125000 Penalty: 3039.939941
	Iteration 51Q: 3 clusters Score -1501207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1501210.125000 Penalty: 3039.939941
	Iteration 52Q: 3 clusters Score -1501210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1501210.250000 Penalty: 3039.939941
	Iteration 53Q: 3 clusters Score -1501210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1501211.125000 Penalty: 3039.939941
	Iteration 54Q: 3 clusters Score -1501211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1501213.125000 Penalty: 3039.939941
	Iteration 55Q: 3 clusters Score -1501213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1501211.750000 Penalty: 3039.939941
	Iteration 56Q: 3 clusters Score -1501212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1501211.750000 Penalty: 3039.939941
	Iteration 57F: 3 clusters Score -1501212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -154060.640625 Penalty: 1157.596802
	Iteration 0F: 2 clusters Score -154060.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152470.937500 Penalty: 2315.193604
	Iteration 0F: 3 clusters Score -152470.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152827.343750 Penalty: 2315.193604
	Iteration 1F: 3 clusters Score -152827.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152915.203125 Penalty: 2315.193604
	Iteration 2F: 3 clusters Score -152915.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152971.265625 Penalty: 2315.193604
	Iteration 3Q: 3 clusters Score -152971.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153006.234375 Penalty: 2315.193604
	Iteration 4Q: 3 clusters Score -153006.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153034.500000 Penalty: 2315.193604
	Iteration 5Q: 3 clusters Score -153034.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153074.437500 Penalty: 2315.193604
	Iteration 6Q: 3 clusters Score -153074.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153120.296875 Penalty: 2315.193604
	Iteration 7Q: 3 clusters Score -153120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153153.593750 Penalty: 2315.193604
	Iteration 8Q: 3 clusters Score -153153.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153189.515625 Penalty: 2315.193604
	Iteration 9Q: 3 clusters Score -153189.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153226.203125 Penalty: 2315.193604
	Iteration 10Q: 3 clusters Score -153226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153257.171875 Penalty: 2315.193604
	Iteration 11Q: 3 clusters Score -153257.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -153279.125000 Penalty: 2315.193604
	Iteration 12Q: 3 clusters Score -153279.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -153299.140625 Penalty: 2315.193604
	Iteration 13Q: 3 clusters Score -153299.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153319.375000 Penalty: 2315.193604
	Iteration 14Q: 3 clusters Score -153319.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153340.500000 Penalty: 2315.193604
	Iteration 15Q: 3 clusters Score -153340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153347.421875 Penalty: 2315.193604
	Iteration 16Q: 3 clusters Score -153347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -153357.062500 Penalty: 2315.193604
	Iteration 17Q: 3 clusters Score -153357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153371.468750 Penalty: 2315.193604
	Iteration 18Q: 3 clusters Score -153371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153380.328125 Penalty: 2315.193604
	Iteration 19Q: 3 clusters Score -153380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153384.515625 Penalty: 2315.193604
	Iteration 20F: 3 clusters Score -153384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -153388.828125 Penalty: 2315.193604
	Iteration 21Q: 3 clusters Score -153388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -153393.156250 Penalty: 2315.193604
	Iteration 22Q: 3 clusters Score -153393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -153393.156250 Penalty: 2315.193604
	Iteration 23F: 3 clusters Score -153393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56186.644531 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -56186.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55195.347656 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -55195.35 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55464.906250 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -55464.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55555.140625 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -55555.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55600.652344 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -55600.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55607.929688 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -55607.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55609.261719 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -55609.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55609.261719 Penalty: 2013.181763
	Iteration 6F: 3 clusters Score -55609.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44214.062500 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44214.06 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44625.664062 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44625.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44720.644531 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44720.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44738.945312 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -44738.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -44754.800781 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -44770.488281 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44770.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -44774.589844 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44774.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44775.960938 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44775.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44776.531250 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44776.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44776.531250 Penalty: 1939.829956
	Iteration 9F: 3 clusters Score -44776.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -511630.468750 Penalty: 1351.160156
	Iteration 0F: 2 clusters Score -511630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -508185.718750 Penalty: 2702.320312
	Iteration 0F: 3 clusters Score -508185.7 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -509095.031250 Penalty: 2702.320312
	Iteration 1F: 3 clusters Score -509095 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -509326.218750 Penalty: 2702.320312
	Iteration 2F: 3 clusters Score -509326.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -509507.750000 Penalty: 2702.320312
	Iteration 3F: 3 clusters Score -509507.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -509698.781250 Penalty: 2702.320312
	Iteration 4F: 3 clusters Score -509698.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -509884.937500 Penalty: 2702.320312
	Iteration 5Q: 3 clusters Score -509884.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -510098.718750 Penalty: 2702.320312
	Iteration 6F: 3 clusters Score -510098.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -510335.218750 Penalty: 2702.320312
	Iteration 7F: 3 clusters Score -510335.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -510624.812500 Penalty: 2702.320312
	Iteration 8F: 3 clusters Score -510624.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -510877.593750 Penalty: 2702.320312
	Iteration 9F: 3 clusters Score -510877.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -511107.125000 Penalty: 2702.320312
	Iteration 10Q: 3 clusters Score -511107.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -511266.312500 Penalty: 2702.320312
	Iteration 11Q: 3 clusters Score -511266.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -511353.187500 Penalty: 2702.320312
	Iteration 12Q: 3 clusters Score -511353.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -511392.468750 Penalty: 2702.320312
	Iteration 13Q: 3 clusters Score -511392.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -511417.843750 Penalty: 2702.320312
	Iteration 14Q: 3 clusters Score -511417.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -511427.531250 Penalty: 2702.320312
	Iteration 15Q: 3 clusters Score -511427.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -511435.687500 Penalty: 2702.320312
	Iteration 16Q: 3 clusters Score -511435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -511443.468750 Penalty: 2702.320312
	Iteration 17Q: 3 clusters Score -511443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -511448.281250 Penalty: 2702.320312
	Iteration 18Q: 3 clusters Score -511448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -511451.718750 Penalty: 2702.320312
	Iteration 19Q: 3 clusters Score -511451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -511455.031250 Penalty: 2702.320312
	Iteration 20F: 3 clusters Score -511455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -511457.968750 Penalty: 2702.320312
	Iteration 21Q: 3 clusters Score -511458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -511460.531250 Penalty: 2702.320312
	Iteration 22Q: 3 clusters Score -511460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -511461.250000 Penalty: 2702.320312
	Iteration 23Q: 3 clusters Score -511461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -511461.812500 Penalty: 2702.320312
	Iteration 24Q: 3 clusters Score -511461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -511461.812500 Penalty: 2702.320312
	Iteration 25F: 3 clusters Score -511461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19090.392578 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19090.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19344.750000 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19344.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19420.707031 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19420.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19530.185547 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19530.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19546.943359 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19546.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19567.628906 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19567.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19583.412109 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19583.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19590.207031 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -19590.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19613.093750 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -19613.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19625.722656 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -19625.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19632.964844 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -19632.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19636.562500 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -19636.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19641.281250 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -19641.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19652.042969 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -19652.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19656.720703 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -19656.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19659.058594 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -19659.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19659.796875 Penalty: 1900.092651
	Iteration 16Q: 3 clusters Score -19659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19665.289062 Penalty: 1900.092651
	Iteration 17Q: 3 clusters Score -19665.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19672.005859 Penalty: 1900.092651
	Iteration 18Q: 3 clusters Score -19672.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19680.082031 Penalty: 1900.092651
	Iteration 19Q: 3 clusters Score -19680.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19688.474609 Penalty: 1900.092651
	Iteration 20F: 3 clusters Score -19688.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69849.484375 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69849.48 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70074.429688 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -70074.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70157.085938 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70157.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70205.062500 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -70205.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70235.820312 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70235.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70253.992188 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70253.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70259.289062 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70259.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70259.289062 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -70259.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -53599.738281 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -53599.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52565.722656 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -52565.72 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52822.695312 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -52822.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52990.789062 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -52990.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53113.519531 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -53113.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53304.718750 Penalty: 2009.177612
	Iteration 4F: 3 clusters Score -53304.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53436.441406 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -53436.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53572.703125 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -53572.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53631.562500 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -53631.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53658.640625 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -53658.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53681.605469 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -53681.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53693.371094 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -53693.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53694.933594 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -53694.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53696.816406 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -53696.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53698.890625 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -53698.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53701.468750 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -53701.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53701.468750 Penalty: 2009.177612
	Iteration 15F: 3 clusters Score -53701.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 26004 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 15165 members 
Mstep: Class 21 contains 64452 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15532 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37148 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4746 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39071 members 
Mstep: Class 37 contains 46473 members 
Mstep: Class 38 contains 50941 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17142 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8726 members 
Mstep: Class 48 contains 86655 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23248 members 
Mstep: Class 51 contains 63388 members 
Mstep: Class 52 contains 272 members 
Entering Unmasked Estep 
Score: -85985328.000000 Penalty: 113252.593750
Splitting cluster 9 changes total score from -85987096.000000 to -85985328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Entering Unmasked Estep 
Score: -1917930.875000 Penalty: 1562.047607
	Iteration 0F: 2 clusters Score -1917931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1907713.625000 Penalty: 3124.095215
	Iteration 0F: 3 clusters Score -1907714 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1911668.625000 Penalty: 3124.095215
	Iteration 1F: 3 clusters Score -1911669 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1912570.500000 Penalty: 3124.095215
	Iteration 2F: 3 clusters Score -1912570 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1913391.625000 Penalty: 3124.095215
	Iteration 3F: 3 clusters Score -1913392 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1914072.625000 Penalty: 3124.095215
	Iteration 4F: 3 clusters Score -1914073 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1914687.375000 Penalty: 3124.095215
	Iteration 5F: 3 clusters Score -1914687 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1915228.125000 Penalty: 3124.095215
	Iteration 6F: 3 clusters Score -1915228 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1915677.125000 Penalty: 3124.095215
	Iteration 7Q: 3 clusters Score -1915677 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1916024.750000 Penalty: 3124.095215
	Iteration 8Q: 3 clusters Score -1916025 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1916288.250000 Penalty: 3124.095215
	Iteration 9Q: 3 clusters Score -1916288 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1916470.000000 Penalty: 3124.095215
	Iteration 10Q: 3 clusters Score -1916470 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1916598.875000 Penalty: 3124.095215
	Iteration 11Q: 3 clusters Score -1916599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1916690.375000 Penalty: 3124.095215
	Iteration 12Q: 3 clusters Score -1916690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1916744.500000 Penalty: 3124.095215
	Iteration 13Q: 3 clusters Score -1916744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1916792.250000 Penalty: 3124.095215
	Iteration 14Q: 3 clusters Score -1916792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1916824.500000 Penalty: 3124.095215
	Iteration 15Q: 3 clusters Score -1916824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1916844.750000 Penalty: 3124.095215
	Iteration 16Q: 3 clusters Score -1916845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1916882.000000 Penalty: 3124.095215
	Iteration 17Q: 3 clusters Score -1916882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1916907.500000 Penalty: 3124.095215
	Iteration 18Q: 3 clusters Score -1916908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1916933.750000 Penalty: 3124.095215
	Iteration 19Q: 3 clusters Score -1916934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1916948.250000 Penalty: 3124.095215
	Iteration 20F: 3 clusters Score -1916948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1916964.750000 Penalty: 3124.095215
	Iteration 21Q: 3 clusters Score -1916965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1916984.875000 Penalty: 3124.095215
	Iteration 22Q: 3 clusters Score -1916985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1916998.750000 Penalty: 3124.095215
	Iteration 23Q: 3 clusters Score -1916999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1917014.500000 Penalty: 3124.095215
	Iteration 24Q: 3 clusters Score -1917014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1917015.875000 Penalty: 3124.095215
	Iteration 25Q: 3 clusters Score -1917016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1917024.250000 Penalty: 3124.095215
	Iteration 26Q: 3 clusters Score -1917024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1917030.125000 Penalty: 3124.095215
	Iteration 27Q: 3 clusters Score -1917030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1917031.250000 Penalty: 3124.095215
	Iteration 28Q: 3 clusters Score -1917031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1917031.625000 Penalty: 3124.095215
	Iteration 29Q: 3 clusters Score -1917032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1917037.375000 Penalty: 3124.095215
	Iteration 30Q: 3 clusters Score -1917037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1917037.750000 Penalty: 3124.095215
	Iteration 31Q: 3 clusters Score -1917038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1917039.375000 Penalty: 3124.095215
	Iteration 32Q: 3 clusters Score -1917039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1917048.500000 Penalty: 3124.095215
	Iteration 33Q: 3 clusters Score -1917048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1917053.375000 Penalty: 3124.095215
	Iteration 34Q: 3 clusters Score -1917053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1917055.125000 Penalty: 3124.095215
	Iteration 35Q: 3 clusters Score -1917055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1917055.875000 Penalty: 3124.095215
	Iteration 36Q: 3 clusters Score -1917056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1917062.375000 Penalty: 3124.095215
	Iteration 37Q: 3 clusters Score -1917062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1917072.500000 Penalty: 3124.095215
	Iteration 38Q: 3 clusters Score -1917072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1917075.000000 Penalty: 3124.095215
	Iteration 39Q: 3 clusters Score -1917075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1917086.625000 Penalty: 3124.095215
	Iteration 40F: 3 clusters Score -1917087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1917092.750000 Penalty: 3124.095215
	Iteration 41Q: 3 clusters Score -1917093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1917095.625000 Penalty: 3124.095215
	Iteration 42Q: 3 clusters Score -1917096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1917106.250000 Penalty: 3124.095215
	Iteration 43Q: 3 clusters Score -1917106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1917113.000000 Penalty: 3124.095215
	Iteration 44Q: 3 clusters Score -1917113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1917117.000000 Penalty: 3124.095215
	Iteration 45Q: 3 clusters Score -1917117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1917124.750000 Penalty: 3124.095215
	Iteration 46Q: 3 clusters Score -1917125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1917137.250000 Penalty: 3124.095215
	Iteration 47Q: 3 clusters Score -1917137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1917150.000000 Penalty: 3124.095215
	Iteration 48Q: 3 clusters Score -1917150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1917155.000000 Penalty: 3124.095215
	Iteration 49Q: 3 clusters Score -1917155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1917160.250000 Penalty: 3124.095215
	Iteration 50Q: 3 clusters Score -1917160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1917169.750000 Penalty: 3124.095215
	Iteration 51Q: 3 clusters Score -1917170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1917176.250000 Penalty: 3124.095215
	Iteration 52Q: 3 clusters Score -1917176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1917181.000000 Penalty: 3124.095215
	Iteration 53Q: 3 clusters Score -1917181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1917180.000000 Penalty: 3124.095215
	Iteration 54Q: 3 clusters Score -1917180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1917184.625000 Penalty: 3124.095215
	Iteration 55Q: 3 clusters Score -1917185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1917185.875000 Penalty: 3124.095215
	Iteration 56Q: 3 clusters Score -1917186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1917187.750000 Penalty: 3124.095215
	Iteration 57Q: 3 clusters Score -1917188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1917189.125000 Penalty: 3124.095215
	Iteration 58Q: 3 clusters Score -1917189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1917189.500000 Penalty: 3124.095215
	Iteration 59Q: 3 clusters Score -1917190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1917189.125000 Penalty: 3124.095215
	Iteration 60F: 3 clusters Score -1917189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1917190.500000 Penalty: 3124.095215
	Iteration 61Q: 3 clusters Score -1917190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1917192.375000 Penalty: 3124.095215
	Iteration 62Q: 3 clusters Score -1917192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1917195.125000 Penalty: 3124.095215
	Iteration 63Q: 3 clusters Score -1917195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1917197.000000 Penalty: 3124.095215
	Iteration 64Q: 3 clusters Score -1917197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1917196.125000 Penalty: 3124.095215
	Iteration 65Q: 3 clusters Score -1917196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1917196.625000 Penalty: 3124.095215
	Iteration 66Q: 3 clusters Score -1917197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1917195.000000 Penalty: 3124.095215
	Iteration 67Q: 3 clusters Score -1917195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1917194.875000 Penalty: 3124.095215
	Iteration 68Q: 3 clusters Score -1917195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1917193.500000 Penalty: 3124.095215
	Iteration 69Q: 3 clusters Score -1917194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1917199.375000 Penalty: 3124.095215
	Iteration 70Q: 3 clusters Score -1917199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1917201.875000 Penalty: 3124.095215
	Iteration 71Q: 3 clusters Score -1917202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1917201.625000 Penalty: 3124.095215
	Iteration 72Q: 3 clusters Score -1917202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1917201.625000 Penalty: 3124.095215
	Iteration 73F: 3 clusters Score -1917202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Entering Unmasked Estep 
Score: -3414580.250000 Penalty: 1651.975952
	Iteration 0F: 2 clusters Score -3414580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3396979.750000 Penalty: 3303.951904
	Iteration 0F: 3 clusters Score -3396980 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3403621.250000 Penalty: 3303.951904
	Iteration 1F: 3 clusters Score -3403621 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3404163.000000 Penalty: 3303.951904
	Iteration 2F: 3 clusters Score -3404163 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3404786.500000 Penalty: 3303.951904
	Iteration 3F: 3 clusters Score -3404786 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3405444.750000 Penalty: 3303.951904
	Iteration 4F: 3 clusters Score -3405445 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3406189.250000 Penalty: 3303.951904
	Iteration 5F: 3 clusters Score -3406189 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3407098.500000 Penalty: 3303.951904
	Iteration 6F: 3 clusters Score -3407098 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3408292.000000 Penalty: 3303.951904
	Iteration 7F: 3 clusters Score -3408292 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3409656.750000 Penalty: 3303.951904
	Iteration 8F: 3 clusters Score -3409657 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3410704.500000 Penalty: 3303.951904
	Iteration 9Q: 3 clusters Score -3410704 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3411376.750000 Penalty: 3303.951904
	Iteration 10Q: 3 clusters Score -3411377 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3411773.500000 Penalty: 3303.951904
	Iteration 11Q: 3 clusters Score -3411774 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3411963.500000 Penalty: 3303.951904
	Iteration 12Q: 3 clusters Score -3411964 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3412100.750000 Penalty: 3303.951904
	Iteration 13Q: 3 clusters Score -3412101 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3412237.000000 Penalty: 3303.951904
	Iteration 14Q: 3 clusters Score -3412237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3412364.250000 Penalty: 3303.951904
	Iteration 15Q: 3 clusters Score -3412364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3412463.500000 Penalty: 3303.951904
	Iteration 16Q: 3 clusters Score -3412464 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3412548.000000 Penalty: 3303.951904
	Iteration 17Q: 3 clusters Score -3412548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3412628.750000 Penalty: 3303.951904
	Iteration 18Q: 3 clusters Score -3412629 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3412699.750000 Penalty: 3303.951904
	Iteration 19Q: 3 clusters Score -3412700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3412760.250000 Penalty: 3303.951904
	Iteration 20F: 3 clusters Score -3412760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3412796.250000 Penalty: 3303.951904
	Iteration 21Q: 3 clusters Score -3412796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3412829.750000 Penalty: 3303.951904
	Iteration 22Q: 3 clusters Score -3412830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3412867.000000 Penalty: 3303.951904
	Iteration 23Q: 3 clusters Score -3412867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3412894.500000 Penalty: 3303.951904
	Iteration 24Q: 3 clusters Score -3412894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3412914.250000 Penalty: 3303.951904
	Iteration 25Q: 3 clusters Score -3412914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3412947.500000 Penalty: 3303.951904
	Iteration 26Q: 3 clusters Score -3412948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3412974.750000 Penalty: 3303.951904
	Iteration 27Q: 3 clusters Score -3412975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3413007.000000 Penalty: 3303.951904
	Iteration 28Q: 3 clusters Score -3413007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3413017.500000 Penalty: 3303.951904
	Iteration 29Q: 3 clusters Score -3413018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3413052.750000 Penalty: 3303.951904
	Iteration 30Q: 3 clusters Score -3413053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3413068.250000 Penalty: 3303.951904
	Iteration 31Q: 3 clusters Score -3413068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3413093.750000 Penalty: 3303.951904
	Iteration 32Q: 3 clusters Score -3413094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3413102.500000 Penalty: 3303.951904
	Iteration 33Q: 3 clusters Score -3413102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3413121.250000 Penalty: 3303.951904
	Iteration 34Q: 3 clusters Score -3413121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3413129.000000 Penalty: 3303.951904
	Iteration 35Q: 3 clusters Score -3413129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3413140.500000 Penalty: 3303.951904
	Iteration 36Q: 3 clusters Score -3413140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3413150.500000 Penalty: 3303.951904
	Iteration 37Q: 3 clusters Score -3413150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3413168.500000 Penalty: 3303.951904
	Iteration 38Q: 3 clusters Score -3413168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3413173.750000 Penalty: 3303.951904
	Iteration 39Q: 3 clusters Score -3413174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3413195.000000 Penalty: 3303.951904
	Iteration 40F: 3 clusters Score -3413195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3413204.500000 Penalty: 3303.951904
	Iteration 41Q: 3 clusters Score -3413204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3413210.750000 Penalty: 3303.951904
	Iteration 42Q: 3 clusters Score -3413211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3413224.750000 Penalty: 3303.951904
	Iteration 43Q: 3 clusters Score -3413225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3413236.250000 Penalty: 3303.951904
	Iteration 44Q: 3 clusters Score -3413236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3413238.250000 Penalty: 3303.951904
	Iteration 45Q: 3 clusters Score -3413238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3413236.500000 Penalty: 3303.951904
	Iteration 46Q: 3 clusters Score -3413236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3413238.250000 Penalty: 3303.951904
	Iteration 47Q: 3 clusters Score -3413238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3413239.250000 Penalty: 3303.951904
	Iteration 48Q: 3 clusters Score -3413239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3413235.250000 Penalty: 3303.951904
	Iteration 49Q: 3 clusters Score -3413235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3413242.750000 Penalty: 3303.951904
	Iteration 50Q: 3 clusters Score -3413243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3413247.750000 Penalty: 3303.951904
	Iteration 51Q: 3 clusters Score -3413248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3413247.500000 Penalty: 3303.951904
	Iteration 52Q: 3 clusters Score -3413248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3413248.750000 Penalty: 3303.951904
	Iteration 53Q: 3 clusters Score -3413249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3413252.000000 Penalty: 3303.951904
	Iteration 54Q: 3 clusters Score -3413252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3413251.000000 Penalty: 3303.951904
	Iteration 55Q: 3 clusters Score -3413251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3413251.500000 Penalty: 3303.951904
	Iteration 56Q: 3 clusters Score -3413252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3413254.500000 Penalty: 3303.951904
	Iteration 57Q: 3 clusters Score -3413254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3413252.500000 Penalty: 3303.951904
	Iteration 58Q: 3 clusters Score -3413252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3413251.000000 Penalty: 3303.951904
	Iteration 59Q: 3 clusters Score -3413251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3413250.750000 Penalty: 3303.951904
	Iteration 60F: 3 clusters Score -3413251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3413256.500000 Penalty: 3303.951904
	Iteration 61Q: 3 clusters Score -3413256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3413254.750000 Penalty: 3303.951904
	Iteration 62Q: 3 clusters Score -3413255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3413258.750000 Penalty: 3303.951904
	Iteration 63Q: 3 clusters Score -3413259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3413258.750000 Penalty: 3303.951904
	Iteration 64Q: 3 clusters Score -3413259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3413259.500000 Penalty: 3303.951904
	Iteration 65Q: 3 clusters Score -3413260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3413263.500000 Penalty: 3303.951904
	Iteration 66Q: 3 clusters Score -3413264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3413264.500000 Penalty: 3303.951904
	Iteration 67Q: 3 clusters Score -3413264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3413267.000000 Penalty: 3303.951904
	Iteration 68Q: 3 clusters Score -3413267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3413268.750000 Penalty: 3303.951904
	Iteration 69Q: 3 clusters Score -3413269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3413271.000000 Penalty: 3303.951904
	Iteration 70Q: 3 clusters Score -3413271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3413271.000000 Penalty: 3303.951904
	Iteration 71Q: 3 clusters Score -3413271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3413272.500000 Penalty: 3303.951904
	Iteration 72Q: 3 clusters Score -3413272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3413275.750000 Penalty: 3303.951904
	Iteration 73Q: 3 clusters Score -3413276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3413277.500000 Penalty: 3303.951904
	Iteration 74Q: 3 clusters Score -3413278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3413278.250000 Penalty: 3303.951904
	Iteration 75Q: 3 clusters Score -3413278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3413278.500000 Penalty: 3303.951904
	Iteration 76Q: 3 clusters Score -3413278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3413276.250000 Penalty: 3303.951904
	Iteration 77Q: 3 clusters Score -3413276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3413276.250000 Penalty: 3303.951904
	Iteration 78F: 3 clusters Score -3413276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33873.343750 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33873.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34282.667969 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34282.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34464.792969 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34464.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34587.210938 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -34587.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34693.515625 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34693.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34728.953125 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34728.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34756.320312 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34756.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34764.343750 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34764.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34769.648438 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34769.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34773.628906 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34773.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34777.117188 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34777.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34780.996094 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34780.996094 Penalty: 1995.462402
	Iteration 12F: 3 clusters Score -34781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 26004 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 15165 members 
Mstep: Class 21 contains 64452 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15532 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37148 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4746 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39071 members 
Mstep: Class 37 contains 46473 members 
Mstep: Class 38 contains 50941 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17142 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8726 members 
Mstep: Class 48 contains 86655 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23248 members 
Mstep: Class 51 contains 63388 members 
Mstep: Class 52 contains 223 members 
Entering Unmasked Estep 
Score: -85985344.000000 Penalty: 113252.593750
Splitting cluster 12 changes total score from -85987096.000000 to -85985344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (22531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Entering Unmasked Estep 
Score: -3004461.500000 Penalty: 1628.680298
	Iteration 0F: 2 clusters Score -3004462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2989132.500000 Penalty: 3257.360596
	Iteration 0F: 3 clusters Score -2989132 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2994927.750000 Penalty: 3257.360596
	Iteration 1F: 3 clusters Score -2994928 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2995325.250000 Penalty: 3257.360596
	Iteration 2Q: 3 clusters Score -2995325 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2995806.250000 Penalty: 3257.360596
	Iteration 3Q: 3 clusters Score -2995806 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2996417.250000 Penalty: 3257.360596
	Iteration 4Q: 3 clusters Score -2996417 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2997085.000000 Penalty: 3257.360596
	Iteration 5F: 3 clusters Score -2997085 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2997975.000000 Penalty: 3257.360596
	Iteration 6F: 3 clusters Score -2997975 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2999024.250000 Penalty: 3257.360596
	Iteration 7F: 3 clusters Score -2999024 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3000155.750000 Penalty: 3257.360596
	Iteration 8F: 3 clusters Score -3000156 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3001172.250000 Penalty: 3257.360596
	Iteration 9F: 3 clusters Score -3001172 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3001890.000000 Penalty: 3257.360596
	Iteration 10Q: 3 clusters Score -3001890 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3002339.000000 Penalty: 3257.360596
	Iteration 11Q: 3 clusters Score -3002339 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3002619.250000 Penalty: 3257.360596
	Iteration 12Q: 3 clusters Score -3002619 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3002838.500000 Penalty: 3257.360596
	Iteration 13Q: 3 clusters Score -3002838 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3002934.250000 Penalty: 3257.360596
	Iteration 14Q: 3 clusters Score -3002934 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3003007.500000 Penalty: 3257.360596
	Iteration 15Q: 3 clusters Score -3003008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3003079.250000 Penalty: 3257.360596
	Iteration 16Q: 3 clusters Score -3003079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3003112.250000 Penalty: 3257.360596
	Iteration 17Q: 3 clusters Score -3003112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3003136.250000 Penalty: 3257.360596
	Iteration 18Q: 3 clusters Score -3003136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3003158.000000 Penalty: 3257.360596
	Iteration 19Q: 3 clusters Score -3003158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3003175.250000 Penalty: 3257.360596
	Iteration 20F: 3 clusters Score -3003175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3003177.500000 Penalty: 3257.360596
	Iteration 21Q: 3 clusters Score -3003178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3003184.000000 Penalty: 3257.360596
	Iteration 22Q: 3 clusters Score -3003184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3003187.000000 Penalty: 3257.360596
	Iteration 23Q: 3 clusters Score -3003187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3003186.250000 Penalty: 3257.360596
	Iteration 24Q: 3 clusters Score -3003186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3003189.250000 Penalty: 3257.360596
	Iteration 25Q: 3 clusters Score -3003189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3003191.500000 Penalty: 3257.360596
	Iteration 26Q: 3 clusters Score -3003192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3003205.750000 Penalty: 3257.360596
	Iteration 27Q: 3 clusters Score -3003206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3003207.500000 Penalty: 3257.360596
	Iteration 28Q: 3 clusters Score -3003208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3003217.500000 Penalty: 3257.360596
	Iteration 29Q: 3 clusters Score -3003218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3003216.750000 Penalty: 3257.360596
	Iteration 30Q: 3 clusters Score -3003217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3003220.750000 Penalty: 3257.360596
	Iteration 31Q: 3 clusters Score -3003221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3003219.250000 Penalty: 3257.360596
	Iteration 32Q: 3 clusters Score -3003219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3003226.000000 Penalty: 3257.360596
	Iteration 33Q: 3 clusters Score -3003226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3003228.750000 Penalty: 3257.360596
	Iteration 34Q: 3 clusters Score -3003229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3003225.000000 Penalty: 3257.360596
	Iteration 35Q: 3 clusters Score -3003225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3003238.500000 Penalty: 3257.360596
	Iteration 36Q: 3 clusters Score -3003238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3003232.500000 Penalty: 3257.360596
	Iteration 37Q: 3 clusters Score -3003232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3003240.250000 Penalty: 3257.360596
	Iteration 38Q: 3 clusters Score -3003240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3003239.750000 Penalty: 3257.360596
	Iteration 39Q: 3 clusters Score -3003240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3003238.500000 Penalty: 3257.360596
	Iteration 40F: 3 clusters Score -3003238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3003241.750000 Penalty: 3257.360596
	Iteration 41Q: 3 clusters Score -3003242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3003243.250000 Penalty: 3257.360596
	Iteration 42Q: 3 clusters Score -3003243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3003253.250000 Penalty: 3257.360596
	Iteration 43Q: 3 clusters Score -3003253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3003252.750000 Penalty: 3257.360596
	Iteration 44Q: 3 clusters Score -3003253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3003251.500000 Penalty: 3257.360596
	Iteration 45Q: 3 clusters Score -3003252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3003251.000000 Penalty: 3257.360596
	Iteration 46Q: 3 clusters Score -3003251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3003254.000000 Penalty: 3257.360596
	Iteration 47Q: 3 clusters Score -3003254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3003258.500000 Penalty: 3257.360596
	Iteration 48Q: 3 clusters Score -3003258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3003260.000000 Penalty: 3257.360596
	Iteration 49Q: 3 clusters Score -3003260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3003262.750000 Penalty: 3257.360596
	Iteration 50Q: 3 clusters Score -3003263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3003263.750000 Penalty: 3257.360596
	Iteration 51Q: 3 clusters Score -3003264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3003263.500000 Penalty: 3257.360596
	Iteration 52Q: 3 clusters Score -3003264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3003260.500000 Penalty: 3257.360596
	Iteration 53Q: 3 clusters Score -3003260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3003257.500000 Penalty: 3257.360596
	Iteration 54Q: 3 clusters Score -3003258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3003266.000000 Penalty: 3257.360596
	Iteration 55Q: 3 clusters Score -3003266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3003270.500000 Penalty: 3257.360596
	Iteration 56Q: 3 clusters Score -3003270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3003267.000000 Penalty: 3257.360596
	Iteration 57Q: 3 clusters Score -3003267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3003265.750000 Penalty: 3257.360596
	Iteration 58Q: 3 clusters Score -3003266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3003263.250000 Penalty: 3257.360596
	Iteration 59Q: 3 clusters Score -3003263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3003269.750000 Penalty: 3257.360596
	Iteration 60F: 3 clusters Score -3003270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3003270.000000 Penalty: 3257.360596
	Iteration 61Q: 3 clusters Score -3003270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3003268.000000 Penalty: 3257.360596
	Iteration 62Q: 3 clusters Score -3003268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3003269.000000 Penalty: 3257.360596
	Iteration 63Q: 3 clusters Score -3003269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3003272.750000 Penalty: 3257.360596
	Iteration 64Q: 3 clusters Score -3003273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3003275.000000 Penalty: 3257.360596
	Iteration 65Q: 3 clusters Score -3003275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3003274.250000 Penalty: 3257.360596
	Iteration 66Q: 3 clusters Score -3003274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3003275.750000 Penalty: 3257.360596
	Iteration 67Q: 3 clusters Score -3003276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3003281.250000 Penalty: 3257.360596
	Iteration 68Q: 3 clusters Score -3003281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3003278.000000 Penalty: 3257.360596
	Iteration 69Q: 3 clusters Score -3003278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3003274.250000 Penalty: 3257.360596
	Iteration 70Q: 3 clusters Score -3003274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3003276.000000 Penalty: 3257.360596
	Iteration 71Q: 3 clusters Score -3003276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3003276.000000 Penalty: 3257.360596
	Iteration 72F: 3 clusters Score -3003276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -46293.859375 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -46293.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45286.300781 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -45286.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45550.847656 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -45550.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45721.246094 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -45721.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45876.503906 Penalty: 1996.162109
	Iteration 3F: 3 clusters Score -45876.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45961.960938 Penalty: 1996.162109
	Iteration 4F: 3 clusters Score -45961.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46007.140625 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -46007.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46029.878906 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -46029.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46036.464844 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -46036.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46057.308594 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -46057.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46057.308594 Penalty: 1996.162109
	Iteration 9F: 3 clusters Score -46057.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Entering Unmasked Estep 
Score: -3720103.500000 Penalty: 1662.699951
	Iteration 0F: 2 clusters Score -3720104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3701607.750000 Penalty: 3325.399902
	Iteration 0F: 3 clusters Score -3701608 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3708640.000000 Penalty: 3325.399902
	Iteration 1F: 3 clusters Score -3708640 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3709160.000000 Penalty: 3325.399902
	Iteration 2Q: 3 clusters Score -3709160 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3709630.250000 Penalty: 3325.399902
	Iteration 3Q: 3 clusters Score -3709630 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3710129.000000 Penalty: 3325.399902
	Iteration 4Q: 3 clusters Score -3710129 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3710684.500000 Penalty: 3325.399902
	Iteration 5Q: 3 clusters Score -3710684 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3711372.000000 Penalty: 3325.399902
	Iteration 6Q: 3 clusters Score -3711372 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3712197.500000 Penalty: 3325.399902
	Iteration 7Q: 3 clusters Score -3712198 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3713050.500000 Penalty: 3325.399902
	Iteration 8Q: 3 clusters Score -3713050 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3713663.250000 Penalty: 3325.399902
	Iteration 9Q: 3 clusters Score -3713663 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3713949.500000 Penalty: 3325.399902
	Iteration 10Q: 3 clusters Score -3713950 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3714079.250000 Penalty: 3325.399902
	Iteration 11Q: 3 clusters Score -3714079 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3714159.500000 Penalty: 3325.399902
	Iteration 12Q: 3 clusters Score -3714160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3714217.000000 Penalty: 3325.399902
	Iteration 13Q: 3 clusters Score -3714217 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3714280.500000 Penalty: 3325.399902
	Iteration 14Q: 3 clusters Score -3714280 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3714353.250000 Penalty: 3325.399902
	Iteration 15Q: 3 clusters Score -3714353 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3714407.500000 Penalty: 3325.399902
	Iteration 16Q: 3 clusters Score -3714408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3714495.500000 Penalty: 3325.399902
	Iteration 17Q: 3 clusters Score -3714496 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3714582.000000 Penalty: 3325.399902
	Iteration 18Q: 3 clusters Score -3714582 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3714673.750000 Penalty: 3325.399902
	Iteration 19Q: 3 clusters Score -3714674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3714744.000000 Penalty: 3325.399902
	Iteration 20F: 3 clusters Score -3714744 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3714847.250000 Penalty: 3325.399902
	Iteration 21Q: 3 clusters Score -3714847 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3714934.250000 Penalty: 3325.399902
	Iteration 22Q: 3 clusters Score -3714934 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3715006.500000 Penalty: 3325.399902
	Iteration 23Q: 3 clusters Score -3715006 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3715096.750000 Penalty: 3325.399902
	Iteration 24Q: 3 clusters Score -3715097 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3715191.250000 Penalty: 3325.399902
	Iteration 25Q: 3 clusters Score -3715191 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3715275.000000 Penalty: 3325.399902
	Iteration 26Q: 3 clusters Score -3715275 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3715332.750000 Penalty: 3325.399902
	Iteration 27Q: 3 clusters Score -3715333 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3715408.000000 Penalty: 3325.399902
	Iteration 28Q: 3 clusters Score -3715408 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3715488.000000 Penalty: 3325.399902
	Iteration 29Q: 3 clusters Score -3715488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3715533.750000 Penalty: 3325.399902
	Iteration 30Q: 3 clusters Score -3715534 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3715576.250000 Penalty: 3325.399902
	Iteration 31Q: 3 clusters Score -3715576 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3715642.000000 Penalty: 3325.399902
	Iteration 32Q: 3 clusters Score -3715642 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3715683.750000 Penalty: 3325.399902
	Iteration 33Q: 3 clusters Score -3715684 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3715728.750000 Penalty: 3325.399902
	Iteration 34Q: 3 clusters Score -3715729 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3715744.000000 Penalty: 3325.399902
	Iteration 35Q: 3 clusters Score -3715744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3715774.000000 Penalty: 3325.399902
	Iteration 36Q: 3 clusters Score -3715774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3715814.500000 Penalty: 3325.399902
	Iteration 37Q: 3 clusters Score -3715814 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3715847.750000 Penalty: 3325.399902
	Iteration 38Q: 3 clusters Score -3715848 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3715877.750000 Penalty: 3325.399902
	Iteration 39Q: 3 clusters Score -3715878 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3715899.500000 Penalty: 3325.399902
	Iteration 40F: 3 clusters Score -3715900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3715952.500000 Penalty: 3325.399902
	Iteration 41Q: 3 clusters Score -3715952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3715973.750000 Penalty: 3325.399902
	Iteration 42Q: 3 clusters Score -3715974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3716026.000000 Penalty: 3325.399902
	Iteration 43Q: 3 clusters Score -3716026 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3716078.250000 Penalty: 3325.399902
	Iteration 44Q: 3 clusters Score -3716078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3716115.500000 Penalty: 3325.399902
	Iteration 45Q: 3 clusters Score -3716116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3716149.750000 Penalty: 3325.399902
	Iteration 46Q: 3 clusters Score -3716150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3716186.500000 Penalty: 3325.399902
	Iteration 47Q: 3 clusters Score -3716186 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3716234.750000 Penalty: 3325.399902
	Iteration 48Q: 3 clusters Score -3716235 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3716296.500000 Penalty: 3325.399902
	Iteration 49Q: 3 clusters Score -3716296 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3716342.000000 Penalty: 3325.399902
	Iteration 50Q: 3 clusters Score -3716342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3716377.250000 Penalty: 3325.399902
	Iteration 51Q: 3 clusters Score -3716377 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3716427.750000 Penalty: 3325.399902
	Iteration 52Q: 3 clusters Score -3716428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3716469.250000 Penalty: 3325.399902
	Iteration 53Q: 3 clusters Score -3716469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3716537.500000 Penalty: 3325.399902
	Iteration 54Q: 3 clusters Score -3716538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3716578.750000 Penalty: 3325.399902
	Iteration 55Q: 3 clusters Score -3716579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3716651.750000 Penalty: 3325.399902
	Iteration 56Q: 3 clusters Score -3716652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3716736.750000 Penalty: 3325.399902
	Iteration 57Q: 3 clusters Score -3716737 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3716814.250000 Penalty: 3325.399902
	Iteration 58Q: 3 clusters Score -3716814 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3716899.250000 Penalty: 3325.399902
	Iteration 59Q: 3 clusters Score -3716899 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3716991.500000 Penalty: 3325.399902
	Iteration 60F: 3 clusters Score -3716992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3717094.000000 Penalty: 3325.399902
	Iteration 61Q: 3 clusters Score -3717094 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3717198.000000 Penalty: 3325.399902
	Iteration 62Q: 3 clusters Score -3717198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3717281.000000 Penalty: 3325.399902
	Iteration 63Q: 3 clusters Score -3717281 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3717410.750000 Penalty: 3325.399902
	Iteration 64Q: 3 clusters Score -3717411 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3717547.250000 Penalty: 3325.399902
	Iteration 65Q: 3 clusters Score -3717547 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3717657.250000 Penalty: 3325.399902
	Iteration 66Q: 3 clusters Score -3717657 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3717771.250000 Penalty: 3325.399902
	Iteration 67Q: 3 clusters Score -3717771 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3717899.500000 Penalty: 3325.399902
	Iteration 68Q: 3 clusters Score -3717900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3718013.750000 Penalty: 3325.399902
	Iteration 69Q: 3 clusters Score -3718014 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3718102.250000 Penalty: 3325.399902
	Iteration 70Q: 3 clusters Score -3718102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3718208.750000 Penalty: 3325.399902
	Iteration 71Q: 3 clusters Score -3718209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3718296.000000 Penalty: 3325.399902
	Iteration 72Q: 3 clusters Score -3718296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3718362.500000 Penalty: 3325.399902
	Iteration 73Q: 3 clusters Score -3718362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3718430.750000 Penalty: 3325.399902
	Iteration 74Q: 3 clusters Score -3718431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3718478.000000 Penalty: 3325.399902
	Iteration 75Q: 3 clusters Score -3718478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3718526.250000 Penalty: 3325.399902
	Iteration 76Q: 3 clusters Score -3718526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3718546.250000 Penalty: 3325.399902
	Iteration 77Q: 3 clusters Score -3718546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3718565.000000 Penalty: 3325.399902
	Iteration 78Q: 3 clusters Score -3718565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3718579.750000 Penalty: 3325.399902
	Iteration 79Q: 3 clusters Score -3718580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3718593.250000 Penalty: 3325.399902
	Iteration 80F: 3 clusters Score -3718593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3718608.750000 Penalty: 3325.399902
	Iteration 81Q: 3 clusters Score -3718609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3718612.250000 Penalty: 3325.399902
	Iteration 82Q: 3 clusters Score -3718612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3718616.250000 Penalty: 3325.399902
	Iteration 83Q: 3 clusters Score -3718616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3718622.250000 Penalty: 3325.399902
	Iteration 84Q: 3 clusters Score -3718622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3718626.750000 Penalty: 3325.399902
	Iteration 85Q: 3 clusters Score -3718627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3718627.000000 Penalty: 3325.399902
	Iteration 86Q: 3 clusters Score -3718627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3718634.500000 Penalty: 3325.399902
	Iteration 87Q: 3 clusters Score -3718634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3718635.250000 Penalty: 3325.399902
	Iteration 88Q: 3 clusters Score -3718635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3718635.750000 Penalty: 3325.399902
	Iteration 89Q: 3 clusters Score -3718636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3718640.000000 Penalty: 3325.399902
	Iteration 90Q: 3 clusters Score -3718640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3718643.500000 Penalty: 3325.399902
	Iteration 91Q: 3 clusters Score -3718644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3718654.250000 Penalty: 3325.399902
	Iteration 92Q: 3 clusters Score -3718654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3718657.000000 Penalty: 3325.399902
	Iteration 93Q: 3 clusters Score -3718657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3718659.750000 Penalty: 3325.399902
	Iteration 94Q: 3 clusters Score -3718660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3718657.000000 Penalty: 3325.399902
	Iteration 95Q: 3 clusters Score -3718657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3718659.000000 Penalty: 3325.399902
	Iteration 96Q: 3 clusters Score -3718659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3718659.000000 Penalty: 3325.399902
	Iteration 97F: 3 clusters Score -3718659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -64303.671875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -64303.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63213.058594 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -63213.06 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63516.433594 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -63516.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63679.128906 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -63679.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63833.988281 Penalty: 2064.037842
	Iteration 3F: 3 clusters Score -63833.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63910.589844 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -63910.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63941.882812 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -63941.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63961.949219 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -63961.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63966.781250 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -63966.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63970.859375 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -63970.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63974.105469 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -63974.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63979.347656 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -63979.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63986.652344 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -63986.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63989.566406 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -63989.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63989.566406 Penalty: 2064.037842
	Iteration 13F: 3 clusters Score -63989.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -209994.984375 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -209995 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -210321.531250 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210321.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210431.250000 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210431.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -210491.703125 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -210491.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -210525.281250 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210525.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -210547.703125 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210547.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -210570.687500 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -210593.000000 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -210614.812500 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -210632.125000 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -210642.015625 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -210647.984375 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -210651.015625 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -210656.640625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -210660.125000 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -210660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -210662.796875 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -210662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -210664.500000 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -210664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -210667.515625 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -210667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -210670.109375 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -210670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -210671.250000 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -210671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -210673.921875 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -210673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42686.945312 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42686.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43026.609375 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43026.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43267.371094 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43267.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43357.359375 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43357.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43419.566406 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43419.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43464.171875 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43464.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43494.929688 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43494.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43543.820312 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43543.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43581.812500 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43581.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43609.230469 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -43609.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43611.816406 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -43611.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43611.816406 Penalty: 2007.831909
	Iteration 11F: 3 clusters Score -43611.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Entering Unmasked Estep 
Score: -5620469.000000 Penalty: 1730.984375
	Iteration 0F: 2 clusters Score -5620469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5592359.500000 Penalty: 3461.968750
	Iteration 0F: 3 clusters Score -5592360 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5603422.000000 Penalty: 3461.968750
	Iteration 1F: 3 clusters Score -5603422 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5603999.000000 Penalty: 3461.968750
	Iteration 2Q: 3 clusters Score -5603999 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5604637.000000 Penalty: 3461.968750
	Iteration 3Q: 3 clusters Score -5604637 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -5605597.000000 Penalty: 3461.968750
	Iteration 4Q: 3 clusters Score -5605597 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5606938.000000 Penalty: 3461.968750
	Iteration 5F: 3 clusters Score -5606938 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5609033.000000 Penalty: 3461.968750
	Iteration 6F: 3 clusters Score -5609033 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -5611634.000000 Penalty: 3461.968750
	Iteration 7F: 3 clusters Score -5611634 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5614185.500000 Penalty: 3461.968750
	Iteration 8F: 3 clusters Score -5614186 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5616303.000000 Penalty: 3461.968750
	Iteration 9F: 3 clusters Score -5616303 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5617711.000000 Penalty: 3461.968750
	Iteration 10Q: 3 clusters Score -5617711 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -5618368.500000 Penalty: 3461.968750
	Iteration 11Q: 3 clusters Score -5618368 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5618639.500000 Penalty: 3461.968750
	Iteration 12Q: 3 clusters Score -5618640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5618788.000000 Penalty: 3461.968750
	Iteration 13Q: 3 clusters Score -5618788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5618868.000000 Penalty: 3461.968750
	Iteration 14Q: 3 clusters Score -5618868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5618919.500000 Penalty: 3461.968750
	Iteration 15Q: 3 clusters Score -5618920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5618923.000000 Penalty: 3461.968750
	Iteration 16Q: 3 clusters Score -5618923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5618933.500000 Penalty: 3461.968750
	Iteration 17Q: 3 clusters Score -5618934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5618939.500000 Penalty: 3461.968750
	Iteration 18Q: 3 clusters Score -5618940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5618942.000000 Penalty: 3461.968750
	Iteration 19Q: 3 clusters Score -5618942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5618943.000000 Penalty: 3461.968750
	Iteration 20F: 3 clusters Score -5618943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5618940.000000 Penalty: 3461.968750
	Iteration 21Q: 3 clusters Score -5618940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5618940.000000 Penalty: 3461.968750
	Iteration 22F: 3 clusters Score -5618940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -1966453.625000 Penalty: 1564.346069
	Iteration 0F: 2 clusters Score -1966454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1955938.750000 Penalty: 3128.692139
	Iteration 0F: 3 clusters Score -1955939 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1959537.750000 Penalty: 3128.692139
	Iteration 1F: 3 clusters Score -1959538 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1959764.000000 Penalty: 3128.692139
	Iteration 2Q: 3 clusters Score -1959764 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1959941.625000 Penalty: 3128.692139
	Iteration 3Q: 3 clusters Score -1959942 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1960114.000000 Penalty: 3128.692139
	Iteration 4Q: 3 clusters Score -1960114 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1960285.250000 Penalty: 3128.692139
	Iteration 5Q: 3 clusters Score -1960285 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1960476.375000 Penalty: 3128.692139
	Iteration 6Q: 3 clusters Score -1960476 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1960684.500000 Penalty: 3128.692139
	Iteration 7Q: 3 clusters Score -1960684 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1960899.000000 Penalty: 3128.692139
	Iteration 8Q: 3 clusters Score -1960899 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1961136.500000 Penalty: 3128.692139
	Iteration 9Q: 3 clusters Score -1961136 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1961407.500000 Penalty: 3128.692139
	Iteration 10Q: 3 clusters Score -1961408 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1961737.500000 Penalty: 3128.692139
	Iteration 11Q: 3 clusters Score -1961738 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1962124.375000 Penalty: 3128.692139
	Iteration 12Q: 3 clusters Score -1962124 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1962578.250000 Penalty: 3128.692139
	Iteration 13Q: 3 clusters Score -1962578 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1963070.250000 Penalty: 3128.692139
	Iteration 14Q: 3 clusters Score -1963070 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1963576.000000 Penalty: 3128.692139
	Iteration 15Q: 3 clusters Score -1963576 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1964201.000000 Penalty: 3128.692139
	Iteration 16Q: 3 clusters Score -1964201 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1964671.500000 Penalty: 3128.692139
	Iteration 17Q: 3 clusters Score -1964672 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1964876.375000 Penalty: 3128.692139
	Iteration 18Q: 3 clusters Score -1964876 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1964982.000000 Penalty: 3128.692139
	Iteration 19Q: 3 clusters Score -1964982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1965051.500000 Penalty: 3128.692139
	Iteration 20F: 3 clusters Score -1965052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1965095.500000 Penalty: 3128.692139
	Iteration 21Q: 3 clusters Score -1965096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1965131.875000 Penalty: 3128.692139
	Iteration 22Q: 3 clusters Score -1965132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1965156.875000 Penalty: 3128.692139
	Iteration 23Q: 3 clusters Score -1965157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1965189.875000 Penalty: 3128.692139
	Iteration 24Q: 3 clusters Score -1965190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1965216.875000 Penalty: 3128.692139
	Iteration 25Q: 3 clusters Score -1965217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1965232.250000 Penalty: 3128.692139
	Iteration 26Q: 3 clusters Score -1965232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1965247.750000 Penalty: 3128.692139
	Iteration 27Q: 3 clusters Score -1965248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1965254.625000 Penalty: 3128.692139
	Iteration 28Q: 3 clusters Score -1965255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1965262.125000 Penalty: 3128.692139
	Iteration 29Q: 3 clusters Score -1965262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1965266.625000 Penalty: 3128.692139
	Iteration 30Q: 3 clusters Score -1965267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1965273.000000 Penalty: 3128.692139
	Iteration 31Q: 3 clusters Score -1965273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1965277.250000 Penalty: 3128.692139
	Iteration 32Q: 3 clusters Score -1965277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1965282.125000 Penalty: 3128.692139
	Iteration 33Q: 3 clusters Score -1965282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1965287.875000 Penalty: 3128.692139
	Iteration 34Q: 3 clusters Score -1965288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1965291.875000 Penalty: 3128.692139
	Iteration 35Q: 3 clusters Score -1965292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1965296.625000 Penalty: 3128.692139
	Iteration 36Q: 3 clusters Score -1965297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1965304.750000 Penalty: 3128.692139
	Iteration 37Q: 3 clusters Score -1965305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1965308.750000 Penalty: 3128.692139
	Iteration 38Q: 3 clusters Score -1965309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1965304.625000 Penalty: 3128.692139
	Iteration 39Q: 3 clusters Score -1965305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1965307.875000 Penalty: 3128.692139
	Iteration 40F: 3 clusters Score -1965308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1965309.250000 Penalty: 3128.692139
	Iteration 41Q: 3 clusters Score -1965309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1965312.875000 Penalty: 3128.692139
	Iteration 42Q: 3 clusters Score -1965313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1965313.250000 Penalty: 3128.692139
	Iteration 43Q: 3 clusters Score -1965313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1965313.875000 Penalty: 3128.692139
	Iteration 44Q: 3 clusters Score -1965314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1965314.375000 Penalty: 3128.692139
	Iteration 45Q: 3 clusters Score -1965314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1965312.375000 Penalty: 3128.692139
	Iteration 46Q: 3 clusters Score -1965312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1965314.250000 Penalty: 3128.692139
	Iteration 47Q: 3 clusters Score -1965314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1965311.750000 Penalty: 3128.692139
	Iteration 48Q: 3 clusters Score -1965312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1965314.750000 Penalty: 3128.692139
	Iteration 49Q: 3 clusters Score -1965315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1965315.375000 Penalty: 3128.692139
	Iteration 50Q: 3 clusters Score -1965315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1965320.500000 Penalty: 3128.692139
	Iteration 51Q: 3 clusters Score -1965320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1965324.250000 Penalty: 3128.692139
	Iteration 52Q: 3 clusters Score -1965324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1965324.625000 Penalty: 3128.692139
	Iteration 53Q: 3 clusters Score -1965325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1965327.375000 Penalty: 3128.692139
	Iteration 54Q: 3 clusters Score -1965327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1965331.750000 Penalty: 3128.692139
	Iteration 55Q: 3 clusters Score -1965332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1965328.000000 Penalty: 3128.692139
	Iteration 56Q: 3 clusters Score -1965328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1965330.250000 Penalty: 3128.692139
	Iteration 57Q: 3 clusters Score -1965330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1965329.500000 Penalty: 3128.692139
	Iteration 58Q: 3 clusters Score -1965330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1965329.625000 Penalty: 3128.692139
	Iteration 59Q: 3 clusters Score -1965330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1965329.625000 Penalty: 3128.692139
	Iteration 60F: 3 clusters Score -1965330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Entering Unmasked Estep 
Score: -8514851.000000 Penalty: 1799.472412
	Iteration 0F: 2 clusters Score -8514851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -8473668.000000 Penalty: 3598.944824
	Iteration 0F: 3 clusters Score -8473668 nChanged 30721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -8491850.000000 Penalty: 3598.944824
	Iteration 1F: 3 clusters Score -8491850 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8492964.000000 Penalty: 3598.944824
	Iteration 2Q: 3 clusters Score -8492964 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -8494300.000000 Penalty: 3598.944824
	Iteration 3Q: 3 clusters Score -8494300 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -8495793.000000 Penalty: 3598.944824
	Iteration 4F: 3 clusters Score -8495793 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8497719.000000 Penalty: 3598.944824
	Iteration 5F: 3 clusters Score -8497719 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8499968.000000 Penalty: 3598.944824
	Iteration 6F: 3 clusters Score -8499968 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8502745.000000 Penalty: 3598.944824
	Iteration 7F: 3 clusters Score -8502745 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -8505818.000000 Penalty: 3598.944824
	Iteration 8F: 3 clusters Score -8505818 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -8508772.000000 Penalty: 3598.944824
	Iteration 9F: 3 clusters Score -8508772 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -8511026.000000 Penalty: 3598.944824
	Iteration 10Q: 3 clusters Score -8511026 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -8512268.000000 Penalty: 3598.944824
	Iteration 11Q: 3 clusters Score -8512268 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -8513051.000000 Penalty: 3598.944824
	Iteration 12Q: 3 clusters Score -8513051 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8513567.000000 Penalty: 3598.944824
	Iteration 13Q: 3 clusters Score -8513567 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8513902.000000 Penalty: 3598.944824
	Iteration 14Q: 3 clusters Score -8513902 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8514164.000000 Penalty: 3598.944824
	Iteration 15Q: 3 clusters Score -8514164 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8514321.000000 Penalty: 3598.944824
	Iteration 16Q: 3 clusters Score -8514321 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -8514393.000000 Penalty: 3598.944824
	Iteration 17Q: 3 clusters Score -8514393 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8514424.000000 Penalty: 3598.944824
	Iteration 18Q: 3 clusters Score -8514424 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8514436.000000 Penalty: 3598.944824
	Iteration 19Q: 3 clusters Score -8514436 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8514448.000000 Penalty: 3598.944824
	Iteration 20F: 3 clusters Score -8514448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8514488.000000 Penalty: 3598.944824
	Iteration 21Q: 3 clusters Score -8514488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8514498.000000 Penalty: 3598.944824
	Iteration 22Q: 3 clusters Score -8514498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8514500.000000 Penalty: 3598.944824
	Iteration 23Q: 3 clusters Score -8514500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8514504.000000 Penalty: 3598.944824
	Iteration 24Q: 3 clusters Score -8514504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8514506.000000 Penalty: 3598.944824
	Iteration 25Q: 3 clusters Score -8514506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8514535.000000 Penalty: 3598.944824
	Iteration 26Q: 3 clusters Score -8514535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8514543.000000 Penalty: 3598.944824
	Iteration 27Q: 3 clusters Score -8514543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8514543.000000 Penalty: 3598.944824
	Iteration 28Q: 3 clusters Score -8514543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8514527.000000 Penalty: 3598.944824
	Iteration 29Q: 3 clusters Score -8514527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8514525.000000 Penalty: 3598.944824
	Iteration 30Q: 3 clusters Score -8514525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8514533.000000 Penalty: 3598.944824
	Iteration 31Q: 3 clusters Score -8514533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8514537.000000 Penalty: 3598.944824
	Iteration 32Q: 3 clusters Score -8514537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8514539.000000 Penalty: 3598.944824
	Iteration 33Q: 3 clusters Score -8514539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8514534.000000 Penalty: 3598.944824
	Iteration 34Q: 3 clusters Score -8514534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8514531.000000 Penalty: 3598.944824
	Iteration 35Q: 3 clusters Score -8514531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8514539.000000 Penalty: 3598.944824
	Iteration 36Q: 3 clusters Score -8514539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8514544.000000 Penalty: 3598.944824
	Iteration 37Q: 3 clusters Score -8514544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8514530.000000 Penalty: 3598.944824
	Iteration 38Q: 3 clusters Score -8514530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8514533.000000 Penalty: 3598.944824
	Iteration 39Q: 3 clusters Score -8514533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8514530.000000 Penalty: 3598.944824
	Iteration 40F: 3 clusters Score -8514530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8514521.000000 Penalty: 3598.944824
	Iteration 41Q: 3 clusters Score -8514521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8514528.000000 Penalty: 3598.944824
	Iteration 42Q: 3 clusters Score -8514528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8514516.000000 Penalty: 3598.944824
	Iteration 43Q: 3 clusters Score -8514516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8514524.000000 Penalty: 3598.944824
	Iteration 44Q: 3 clusters Score -8514524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8514519.000000 Penalty: 3598.944824
	Iteration 45Q: 3 clusters Score -8514519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8514519.000000 Penalty: 3598.944824
	Iteration 46Q: 3 clusters Score -8514519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8514524.000000 Penalty: 3598.944824
	Iteration 47Q: 3 clusters Score -8514524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8514526.000000 Penalty: 3598.944824
	Iteration 48Q: 3 clusters Score -8514526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8514530.000000 Penalty: 3598.944824
	Iteration 49Q: 3 clusters Score -8514530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8514540.000000 Penalty: 3598.944824
	Iteration 50Q: 3 clusters Score -8514540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8514541.000000 Penalty: 3598.944824
	Iteration 51Q: 3 clusters Score -8514541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8514535.000000 Penalty: 3598.944824
	Iteration 52Q: 3 clusters Score -8514535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8514532.000000 Penalty: 3598.944824
	Iteration 53Q: 3 clusters Score -8514532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8514533.000000 Penalty: 3598.944824
	Iteration 54Q: 3 clusters Score -8514533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8514534.000000 Penalty: 3598.944824
	Iteration 55Q: 3 clusters Score -8514534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8514532.000000 Penalty: 3598.944824
	Iteration 56Q: 3 clusters Score -8514532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8514524.000000 Penalty: 3598.944824
	Iteration 57Q: 3 clusters Score -8514524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8514523.000000 Penalty: 3598.944824
	Iteration 58Q: 3 clusters Score -8514523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8514523.000000 Penalty: 3598.944824
	Iteration 59F: 3 clusters Score -8514523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -40128.203125 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -40128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39215.058594 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -39215.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39293.226562 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -39293.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39313.285156 Penalty: 1873.687134
	Iteration 2Q: 3 clusters Score -39313.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39329.945312 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -39329.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39342.660156 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -39342.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39353.925781 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -39353.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39353.925781 Penalty: 1873.687134
	Iteration 6F: 3 clusters Score -39353.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44756.976562 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44756.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44929.695312 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44929.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45041.546875 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -45041.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45082.578125 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -45082.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45105.988281 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -45105.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45109.851562 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45109.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45114.515625 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45114.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45120.437500 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45120.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45123.847656 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45123.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45126.921875 Penalty: 1879.743286
	Iteration 9Q: 3 clusters Score -45126.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45144.199219 Penalty: 1879.743286
	Iteration 10Q: 3 clusters Score -45144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45177.468750 Penalty: 1879.743286
	Iteration 11Q: 3 clusters Score -45177.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45227.554688 Penalty: 1879.743286
	Iteration 12Q: 3 clusters Score -45227.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45251.148438 Penalty: 1879.743286
	Iteration 13Q: 3 clusters Score -45251.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45251.148438 Penalty: 1879.743286
	Iteration 14F: 3 clusters Score -45251.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1929504.375000 Penalty: 1568.231812
	Iteration 0F: 2 clusters Score -1929504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1918798.500000 Penalty: 3136.463623
	Iteration 0F: 3 clusters Score -1918798 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1922686.500000 Penalty: 3136.463623
	Iteration 1F: 3 clusters Score -1922686 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1923058.125000 Penalty: 3136.463623
	Iteration 2F: 3 clusters Score -1923058 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1923451.125000 Penalty: 3136.463623
	Iteration 3F: 3 clusters Score -1923451 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1923835.500000 Penalty: 3136.463623
	Iteration 4F: 3 clusters Score -1923836 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1924318.875000 Penalty: 3136.463623
	Iteration 5F: 3 clusters Score -1924319 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1924963.125000 Penalty: 3136.463623
	Iteration 6F: 3 clusters Score -1924963 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1925610.375000 Penalty: 3136.463623
	Iteration 7F: 3 clusters Score -1925610 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1926174.250000 Penalty: 3136.463623
	Iteration 8F: 3 clusters Score -1926174 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1926637.000000 Penalty: 3136.463623
	Iteration 9Q: 3 clusters Score -1926637 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1926959.500000 Penalty: 3136.463623
	Iteration 10Q: 3 clusters Score -1926960 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1927212.125000 Penalty: 3136.463623
	Iteration 11Q: 3 clusters Score -1927212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1927418.000000 Penalty: 3136.463623
	Iteration 12Q: 3 clusters Score -1927418 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1927593.375000 Penalty: 3136.463623
	Iteration 13Q: 3 clusters Score -1927593 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1927720.125000 Penalty: 3136.463623
	Iteration 14Q: 3 clusters Score -1927720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1927834.375000 Penalty: 3136.463623
	Iteration 15Q: 3 clusters Score -1927834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1927936.125000 Penalty: 3136.463623
	Iteration 16Q: 3 clusters Score -1927936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1928026.000000 Penalty: 3136.463623
	Iteration 17Q: 3 clusters Score -1928026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1928130.500000 Penalty: 3136.463623
	Iteration 18Q: 3 clusters Score -1928130 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1928231.500000 Penalty: 3136.463623
	Iteration 19Q: 3 clusters Score -1928232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1928319.750000 Penalty: 3136.463623
	Iteration 20F: 3 clusters Score -1928320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1928381.000000 Penalty: 3136.463623
	Iteration 21Q: 3 clusters Score -1928381 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1928426.875000 Penalty: 3136.463623
	Iteration 22Q: 3 clusters Score -1928427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1928470.125000 Penalty: 3136.463623
	Iteration 23Q: 3 clusters Score -1928470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1928525.750000 Penalty: 3136.463623
	Iteration 24Q: 3 clusters Score -1928526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1928556.625000 Penalty: 3136.463623
	Iteration 25Q: 3 clusters Score -1928557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1928588.625000 Penalty: 3136.463623
	Iteration 26Q: 3 clusters Score -1928589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1928623.125000 Penalty: 3136.463623
	Iteration 27Q: 3 clusters Score -1928623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1928651.000000 Penalty: 3136.463623
	Iteration 28Q: 3 clusters Score -1928651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1928664.125000 Penalty: 3136.463623
	Iteration 29Q: 3 clusters Score -1928664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1928675.000000 Penalty: 3136.463623
	Iteration 30Q: 3 clusters Score -1928675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1928682.500000 Penalty: 3136.463623
	Iteration 31Q: 3 clusters Score -1928682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1928690.875000 Penalty: 3136.463623
	Iteration 32Q: 3 clusters Score -1928691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1928692.875000 Penalty: 3136.463623
	Iteration 33Q: 3 clusters Score -1928693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1928695.000000 Penalty: 3136.463623
	Iteration 34Q: 3 clusters Score -1928695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1928701.750000 Penalty: 3136.463623
	Iteration 35Q: 3 clusters Score -1928702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1928710.000000 Penalty: 3136.463623
	Iteration 36Q: 3 clusters Score -1928710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1928711.500000 Penalty: 3136.463623
	Iteration 37Q: 3 clusters Score -1928712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1928712.625000 Penalty: 3136.463623
	Iteration 38Q: 3 clusters Score -1928713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1928716.250000 Penalty: 3136.463623
	Iteration 39Q: 3 clusters Score -1928716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1928718.125000 Penalty: 3136.463623
	Iteration 40F: 3 clusters Score -1928718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1928722.500000 Penalty: 3136.463623
	Iteration 41Q: 3 clusters Score -1928722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1928725.500000 Penalty: 3136.463623
	Iteration 42Q: 3 clusters Score -1928726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1928727.000000 Penalty: 3136.463623
	Iteration 43Q: 3 clusters Score -1928727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1928724.250000 Penalty: 3136.463623
	Iteration 44Q: 3 clusters Score -1928724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1928729.500000 Penalty: 3136.463623
	Iteration 45Q: 3 clusters Score -1928730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1928735.875000 Penalty: 3136.463623
	Iteration 46Q: 3 clusters Score -1928736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1928743.250000 Penalty: 3136.463623
	Iteration 47Q: 3 clusters Score -1928743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1928744.750000 Penalty: 3136.463623
	Iteration 48Q: 3 clusters Score -1928745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1928746.625000 Penalty: 3136.463623
	Iteration 49Q: 3 clusters Score -1928747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1928753.875000 Penalty: 3136.463623
	Iteration 50Q: 3 clusters Score -1928754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1928753.125000 Penalty: 3136.463623
	Iteration 51Q: 3 clusters Score -1928753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1928762.000000 Penalty: 3136.463623
	Iteration 52Q: 3 clusters Score -1928762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1928767.250000 Penalty: 3136.463623
	Iteration 53Q: 3 clusters Score -1928767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1928770.500000 Penalty: 3136.463623
	Iteration 54Q: 3 clusters Score -1928770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1928772.375000 Penalty: 3136.463623
	Iteration 55Q: 3 clusters Score -1928772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1928774.000000 Penalty: 3136.463623
	Iteration 56Q: 3 clusters Score -1928774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1928774.750000 Penalty: 3136.463623
	Iteration 57Q: 3 clusters Score -1928775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1928774.750000 Penalty: 3136.463623
	Iteration 58F: 3 clusters Score -1928775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8301.146484 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8301.146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8376.834961 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8376.835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8402.844727 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8402.845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8408.957031 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8408.957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8412.135742 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8412.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8417.515625 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -8417.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8420.392578 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -8420.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8420.392578 Penalty: 1710.374268
	Iteration 7F: 3 clusters Score -8420.393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Entering Unmasked Estep 
Score: -2600379.750000 Penalty: 1572.974609
	Iteration 0F: 2 clusters Score -2600380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2589390.500000 Penalty: 3145.949219
	Iteration 0F: 3 clusters Score -2589390 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2593102.500000 Penalty: 3145.949219
	Iteration 1F: 3 clusters Score -2593102 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2593413.750000 Penalty: 3145.949219
	Iteration 2F: 3 clusters Score -2593414 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2593641.750000 Penalty: 3145.949219
	Iteration 3Q: 3 clusters Score -2593642 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2593842.250000 Penalty: 3145.949219
	Iteration 4Q: 3 clusters Score -2593842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2594026.250000 Penalty: 3145.949219
	Iteration 5Q: 3 clusters Score -2594026 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2594235.250000 Penalty: 3145.949219
	Iteration 6Q: 3 clusters Score -2594235 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2594458.750000 Penalty: 3145.949219
	Iteration 7Q: 3 clusters Score -2594459 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2594717.750000 Penalty: 3145.949219
	Iteration 8Q: 3 clusters Score -2594718 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2595052.500000 Penalty: 3145.949219
	Iteration 9Q: 3 clusters Score -2595052 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2595486.750000 Penalty: 3145.949219
	Iteration 10Q: 3 clusters Score -2595487 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2595932.250000 Penalty: 3145.949219
	Iteration 11Q: 3 clusters Score -2595932 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2596356.750000 Penalty: 3145.949219
	Iteration 12Q: 3 clusters Score -2596357 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2596648.000000 Penalty: 3145.949219
	Iteration 13Q: 3 clusters Score -2596648 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2596848.250000 Penalty: 3145.949219
	Iteration 14Q: 3 clusters Score -2596848 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2596967.500000 Penalty: 3145.949219
	Iteration 15Q: 3 clusters Score -2596968 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2597065.250000 Penalty: 3145.949219
	Iteration 16Q: 3 clusters Score -2597065 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2597129.750000 Penalty: 3145.949219
	Iteration 17Q: 3 clusters Score -2597130 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2597192.250000 Penalty: 3145.949219
	Iteration 18Q: 3 clusters Score -2597192 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2597242.000000 Penalty: 3145.949219
	Iteration 19Q: 3 clusters Score -2597242 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2597268.500000 Penalty: 3145.949219
	Iteration 20F: 3 clusters Score -2597268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2597313.250000 Penalty: 3145.949219
	Iteration 21Q: 3 clusters Score -2597313 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2597347.500000 Penalty: 3145.949219
	Iteration 22Q: 3 clusters Score -2597348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2597398.250000 Penalty: 3145.949219
	Iteration 23Q: 3 clusters Score -2597398 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2597438.000000 Penalty: 3145.949219
	Iteration 24Q: 3 clusters Score -2597438 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2597478.500000 Penalty: 3145.949219
	Iteration 25Q: 3 clusters Score -2597478 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2597515.500000 Penalty: 3145.949219
	Iteration 26Q: 3 clusters Score -2597516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2597557.500000 Penalty: 3145.949219
	Iteration 27Q: 3 clusters Score -2597558 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2597626.250000 Penalty: 3145.949219
	Iteration 28Q: 3 clusters Score -2597626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2597674.000000 Penalty: 3145.949219
	Iteration 29Q: 3 clusters Score -2597674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2597736.750000 Penalty: 3145.949219
	Iteration 30Q: 3 clusters Score -2597737 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2597832.250000 Penalty: 3145.949219
	Iteration 31Q: 3 clusters Score -2597832 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2597963.500000 Penalty: 3145.949219
	Iteration 32Q: 3 clusters Score -2597964 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2598100.000000 Penalty: 3145.949219
	Iteration 33Q: 3 clusters Score -2598100 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2598202.250000 Penalty: 3145.949219
	Iteration 34Q: 3 clusters Score -2598202 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2598294.500000 Penalty: 3145.949219
	Iteration 35Q: 3 clusters Score -2598294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2598356.000000 Penalty: 3145.949219
	Iteration 36Q: 3 clusters Score -2598356 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2598393.750000 Penalty: 3145.949219
	Iteration 37Q: 3 clusters Score -2598394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2598432.250000 Penalty: 3145.949219
	Iteration 38Q: 3 clusters Score -2598432 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2598459.500000 Penalty: 3145.949219
	Iteration 39Q: 3 clusters Score -2598460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2598503.000000 Penalty: 3145.949219
	Iteration 40F: 3 clusters Score -2598503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2598524.750000 Penalty: 3145.949219
	Iteration 41Q: 3 clusters Score -2598525 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2598538.250000 Penalty: 3145.949219
	Iteration 42Q: 3 clusters Score -2598538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2598562.500000 Penalty: 3145.949219
	Iteration 43Q: 3 clusters Score -2598562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2598572.000000 Penalty: 3145.949219
	Iteration 44Q: 3 clusters Score -2598572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2598590.750000 Penalty: 3145.949219
	Iteration 45Q: 3 clusters Score -2598591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2598598.000000 Penalty: 3145.949219
	Iteration 46Q: 3 clusters Score -2598598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2598606.000000 Penalty: 3145.949219
	Iteration 47Q: 3 clusters Score -2598606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2598620.000000 Penalty: 3145.949219
	Iteration 48Q: 3 clusters Score -2598620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2598626.750000 Penalty: 3145.949219
	Iteration 49Q: 3 clusters Score -2598627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2598622.250000 Penalty: 3145.949219
	Iteration 50Q: 3 clusters Score -2598622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2598624.250000 Penalty: 3145.949219
	Iteration 51Q: 3 clusters Score -2598624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2598629.000000 Penalty: 3145.949219
	Iteration 52Q: 3 clusters Score -2598629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2598640.000000 Penalty: 3145.949219
	Iteration 53Q: 3 clusters Score -2598640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2598639.000000 Penalty: 3145.949219
	Iteration 54Q: 3 clusters Score -2598639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2598642.250000 Penalty: 3145.949219
	Iteration 55Q: 3 clusters Score -2598642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2598642.500000 Penalty: 3145.949219
	Iteration 56Q: 3 clusters Score -2598642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2598638.000000 Penalty: 3145.949219
	Iteration 57Q: 3 clusters Score -2598638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2598641.000000 Penalty: 3145.949219
	Iteration 58Q: 3 clusters Score -2598641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2598644.250000 Penalty: 3145.949219
	Iteration 59Q: 3 clusters Score -2598644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2598644.000000 Penalty: 3145.949219
	Iteration 60F: 3 clusters Score -2598644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2598639.500000 Penalty: 3145.949219
	Iteration 61Q: 3 clusters Score -2598640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2598647.250000 Penalty: 3145.949219
	Iteration 62Q: 3 clusters Score -2598647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2598639.750000 Penalty: 3145.949219
	Iteration 63Q: 3 clusters Score -2598640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2598639.250000 Penalty: 3145.949219
	Iteration 64Q: 3 clusters Score -2598639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2598642.250000 Penalty: 3145.949219
	Iteration 65Q: 3 clusters Score -2598642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2598641.000000 Penalty: 3145.949219
	Iteration 66Q: 3 clusters Score -2598641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2598639.250000 Penalty: 3145.949219
	Iteration 67Q: 3 clusters Score -2598639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2598641.000000 Penalty: 3145.949219
	Iteration 68Q: 3 clusters Score -2598641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2598639.750000 Penalty: 3145.949219
	Iteration 69Q: 3 clusters Score -2598640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2598637.750000 Penalty: 3145.949219
	Iteration 70Q: 3 clusters Score -2598638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2598648.750000 Penalty: 3145.949219
	Iteration 71Q: 3 clusters Score -2598649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2598650.500000 Penalty: 3145.949219
	Iteration 72Q: 3 clusters Score -2598650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2598650.750000 Penalty: 3145.949219
	Iteration 73Q: 3 clusters Score -2598651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2598649.500000 Penalty: 3145.949219
	Iteration 74Q: 3 clusters Score -2598650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2598645.500000 Penalty: 3145.949219
	Iteration 75Q: 3 clusters Score -2598646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2598650.250000 Penalty: 3145.949219
	Iteration 76Q: 3 clusters Score -2598650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2598649.750000 Penalty: 3145.949219
	Iteration 77Q: 3 clusters Score -2598650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2598649.250000 Penalty: 3145.949219
	Iteration 78Q: 3 clusters Score -2598649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2598650.750000 Penalty: 3145.949219
	Iteration 79Q: 3 clusters Score -2598651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2598651.500000 Penalty: 3145.949219
	Iteration 80F: 3 clusters Score -2598652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2598654.750000 Penalty: 3145.949219
	Iteration 81Q: 3 clusters Score -2598655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2598649.000000 Penalty: 3145.949219
	Iteration 82Q: 3 clusters Score -2598649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2598651.250000 Penalty: 3145.949219
	Iteration 83Q: 3 clusters Score -2598651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2598654.500000 Penalty: 3145.949219
	Iteration 84Q: 3 clusters Score -2598654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2598649.500000 Penalty: 3145.949219
	Iteration 85Q: 3 clusters Score -2598650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2598653.750000 Penalty: 3145.949219
	Iteration 86Q: 3 clusters Score -2598654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2598651.250000 Penalty: 3145.949219
	Iteration 87Q: 3 clusters Score -2598651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2598649.000000 Penalty: 3145.949219
	Iteration 88Q: 3 clusters Score -2598649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2598647.250000 Penalty: 3145.949219
	Iteration 89Q: 3 clusters Score -2598647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2598649.750000 Penalty: 3145.949219
	Iteration 90Q: 3 clusters Score -2598650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2598653.500000 Penalty: 3145.949219
	Iteration 91Q: 3 clusters Score -2598654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2598651.250000 Penalty: 3145.949219
	Iteration 92Q: 3 clusters Score -2598651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2598652.500000 Penalty: 3145.949219
	Iteration 93Q: 3 clusters Score -2598652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2598654.750000 Penalty: 3145.949219
	Iteration 94Q: 3 clusters Score -2598655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2598653.250000 Penalty: 3145.949219
	Iteration 95Q: 3 clusters Score -2598653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2598653.250000 Penalty: 3145.949219
	Iteration 96F: 3 clusters Score -2598653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31295.250000 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31295.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31426.296875 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31426.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31468.941406 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31468.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31488.408203 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31488.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31500.392578 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31500.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31502.134766 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31502.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31502.134766 Penalty: 1832.465332
	Iteration 6F: 3 clusters Score -31502.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -667237.687500 Penalty: 1388.436523
	Iteration 0F: 2 clusters Score -667237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -663118.625000 Penalty: 2776.873047
	Iteration 0F: 3 clusters Score -663118.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -664265.625000 Penalty: 2776.873047
	Iteration 1F: 3 clusters Score -664265.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -664483.000000 Penalty: 2776.873047
	Iteration 2F: 3 clusters Score -664483 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -664632.812500 Penalty: 2776.873047
	Iteration 3F: 3 clusters Score -664632.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -664781.187500 Penalty: 2776.873047
	Iteration 4F: 3 clusters Score -664781.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -664963.812500 Penalty: 2776.873047
	Iteration 5Q: 3 clusters Score -664963.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -665169.625000 Penalty: 2776.873047
	Iteration 6F: 3 clusters Score -665169.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -665386.750000 Penalty: 2776.873047
	Iteration 7F: 3 clusters Score -665386.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -665582.812500 Penalty: 2776.873047
	Iteration 8Q: 3 clusters Score -665582.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -665771.875000 Penalty: 2776.873047
	Iteration 9Q: 3 clusters Score -665771.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -665948.062500 Penalty: 2776.873047
	Iteration 10Q: 3 clusters Score -665948.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -666074.562500 Penalty: 2776.873047
	Iteration 11Q: 3 clusters Score -666074.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -666160.625000 Penalty: 2776.873047
	Iteration 12Q: 3 clusters Score -666160.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -666231.625000 Penalty: 2776.873047
	Iteration 13Q: 3 clusters Score -666231.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -666284.937500 Penalty: 2776.873047
	Iteration 14Q: 3 clusters Score -666284.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -666313.812500 Penalty: 2776.873047
	Iteration 15Q: 3 clusters Score -666313.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -666326.500000 Penalty: 2776.873047
	Iteration 16Q: 3 clusters Score -666326.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -666334.187500 Penalty: 2776.873047
	Iteration 17Q: 3 clusters Score -666334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -666340.812500 Penalty: 2776.873047
	Iteration 18Q: 3 clusters Score -666340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -666342.187500 Penalty: 2776.873047
	Iteration 19Q: 3 clusters Score -666342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -666346.625000 Penalty: 2776.873047
	Iteration 20F: 3 clusters Score -666346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -666357.375000 Penalty: 2776.873047
	Iteration 21Q: 3 clusters Score -666357.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -666365.625000 Penalty: 2776.873047
	Iteration 22Q: 3 clusters Score -666365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -666371.125000 Penalty: 2776.873047
	Iteration 23Q: 3 clusters Score -666371.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -666378.062500 Penalty: 2776.873047
	Iteration 24Q: 3 clusters Score -666378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -666379.750000 Penalty: 2776.873047
	Iteration 25Q: 3 clusters Score -666379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -666384.687500 Penalty: 2776.873047
	Iteration 26Q: 3 clusters Score -666384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -666386.500000 Penalty: 2776.873047
	Iteration 27Q: 3 clusters Score -666386.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -666392.437500 Penalty: 2776.873047
	Iteration 28Q: 3 clusters Score -666392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -666394.687500 Penalty: 2776.873047
	Iteration 29Q: 3 clusters Score -666394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -666396.375000 Penalty: 2776.873047
	Iteration 30Q: 3 clusters Score -666396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -666395.437500 Penalty: 2776.873047
	Iteration 31Q: 3 clusters Score -666395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -666396.312500 Penalty: 2776.873047
	Iteration 32Q: 3 clusters Score -666396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -666396.312500 Penalty: 2776.873047
	Iteration 33F: 3 clusters Score -666396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Entering Unmasked Estep 
Score: -4953346.500000 Penalty: 1709.933105
	Iteration 0F: 2 clusters Score -4953346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4928470.500000 Penalty: 3419.866211
	Iteration 0F: 3 clusters Score -4928470 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4938249.500000 Penalty: 3419.866211
	Iteration 1F: 3 clusters Score -4938250 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4938846.500000 Penalty: 3419.866211
	Iteration 2Q: 3 clusters Score -4938846 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4939583.000000 Penalty: 3419.866211
	Iteration 3Q: 3 clusters Score -4939583 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4940697.500000 Penalty: 3419.866211
	Iteration 4F: 3 clusters Score -4940698 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4942494.500000 Penalty: 3419.866211
	Iteration 5F: 3 clusters Score -4942494 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4944821.000000 Penalty: 3419.866211
	Iteration 6F: 3 clusters Score -4944821 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4947352.500000 Penalty: 3419.866211
	Iteration 7F: 3 clusters Score -4947352 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4949418.500000 Penalty: 3419.866211
	Iteration 8F: 3 clusters Score -4949418 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4950646.500000 Penalty: 3419.866211
	Iteration 9Q: 3 clusters Score -4950646 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4951292.000000 Penalty: 3419.866211
	Iteration 10Q: 3 clusters Score -4951292 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4951584.500000 Penalty: 3419.866211
	Iteration 11Q: 3 clusters Score -4951584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4951703.000000 Penalty: 3419.866211
	Iteration 12Q: 3 clusters Score -4951703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4951765.000000 Penalty: 3419.866211
	Iteration 13Q: 3 clusters Score -4951765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4951788.500000 Penalty: 3419.866211
	Iteration 14Q: 3 clusters Score -4951788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4951809.000000 Penalty: 3419.866211
	Iteration 15Q: 3 clusters Score -4951809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4951826.000000 Penalty: 3419.866211
	Iteration 16Q: 3 clusters Score -4951826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4951828.500000 Penalty: 3419.866211
	Iteration 17Q: 3 clusters Score -4951828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4951829.500000 Penalty: 3419.866211
	Iteration 18Q: 3 clusters Score -4951830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4951829.500000 Penalty: 3419.866211
	Iteration 19F: 3 clusters Score -4951830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -527301.062500 Penalty: 1345.697876
	Iteration 0F: 2 clusters Score -527301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -523968.093750 Penalty: 2691.395752
	Iteration 0F: 3 clusters Score -523968.1 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -524829.937500 Penalty: 2691.395752
	Iteration 1F: 3 clusters Score -524829.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -524954.250000 Penalty: 2691.395752
	Iteration 2F: 3 clusters Score -524954.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -525038.937500 Penalty: 2691.395752
	Iteration 3Q: 3 clusters Score -525038.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -525099.000000 Penalty: 2691.395752
	Iteration 4Q: 3 clusters Score -525099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -525139.562500 Penalty: 2691.395752
	Iteration 5Q: 3 clusters Score -525139.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525167.687500 Penalty: 2691.395752
	Iteration 6Q: 3 clusters Score -525167.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -525191.125000 Penalty: 2691.395752
	Iteration 7Q: 3 clusters Score -525191.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -525212.312500 Penalty: 2691.395752
	Iteration 8Q: 3 clusters Score -525212.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -525231.937500 Penalty: 2691.395752
	Iteration 9Q: 3 clusters Score -525231.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -525255.437500 Penalty: 2691.395752
	Iteration 10Q: 3 clusters Score -525255.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -525285.687500 Penalty: 2691.395752
	Iteration 11Q: 3 clusters Score -525285.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -525316.625000 Penalty: 2691.395752
	Iteration 12Q: 3 clusters Score -525316.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -525349.625000 Penalty: 2691.395752
	Iteration 13Q: 3 clusters Score -525349.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -525379.437500 Penalty: 2691.395752
	Iteration 14Q: 3 clusters Score -525379.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -525413.000000 Penalty: 2691.395752
	Iteration 15Q: 3 clusters Score -525413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -525452.625000 Penalty: 2691.395752
	Iteration 16Q: 3 clusters Score -525452.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -525490.500000 Penalty: 2691.395752
	Iteration 17Q: 3 clusters Score -525490.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -525534.375000 Penalty: 2691.395752
	Iteration 18Q: 3 clusters Score -525534.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -525582.750000 Penalty: 2691.395752
	Iteration 19Q: 3 clusters Score -525582.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -525633.062500 Penalty: 2691.395752
	Iteration 20F: 3 clusters Score -525633.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -525678.875000 Penalty: 2691.395752
	Iteration 21Q: 3 clusters Score -525678.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -525719.750000 Penalty: 2691.395752
	Iteration 22Q: 3 clusters Score -525719.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -525759.500000 Penalty: 2691.395752
	Iteration 23Q: 3 clusters Score -525759.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -525793.875000 Penalty: 2691.395752
	Iteration 24Q: 3 clusters Score -525793.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -525819.500000 Penalty: 2691.395752
	Iteration 25Q: 3 clusters Score -525819.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -525846.562500 Penalty: 2691.395752
	Iteration 26Q: 3 clusters Score -525846.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -525873.937500 Penalty: 2691.395752
	Iteration 27Q: 3 clusters Score -525873.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -525894.875000 Penalty: 2691.395752
	Iteration 28Q: 3 clusters Score -525894.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -525925.125000 Penalty: 2691.395752
	Iteration 29Q: 3 clusters Score -525925.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -525962.312500 Penalty: 2691.395752
	Iteration 30Q: 3 clusters Score -525962.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -525986.625000 Penalty: 2691.395752
	Iteration 31Q: 3 clusters Score -525986.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -526005.250000 Penalty: 2691.395752
	Iteration 32Q: 3 clusters Score -526005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -526019.062500 Penalty: 2691.395752
	Iteration 33Q: 3 clusters Score -526019.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -526032.437500 Penalty: 2691.395752
	Iteration 34Q: 3 clusters Score -526032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -526048.000000 Penalty: 2691.395752
	Iteration 35Q: 3 clusters Score -526048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -526062.000000 Penalty: 2691.395752
	Iteration 36Q: 3 clusters Score -526062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -526069.875000 Penalty: 2691.395752
	Iteration 37Q: 3 clusters Score -526069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -526075.250000 Penalty: 2691.395752
	Iteration 38Q: 3 clusters Score -526075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -526080.062500 Penalty: 2691.395752
	Iteration 39Q: 3 clusters Score -526080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -526089.312500 Penalty: 2691.395752
	Iteration 40F: 3 clusters Score -526089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -526095.187500 Penalty: 2691.395752
	Iteration 41Q: 3 clusters Score -526095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -526100.437500 Penalty: 2691.395752
	Iteration 42Q: 3 clusters Score -526100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -526103.500000 Penalty: 2691.395752
	Iteration 43Q: 3 clusters Score -526103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -526105.437500 Penalty: 2691.395752
	Iteration 44Q: 3 clusters Score -526105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -526106.312500 Penalty: 2691.395752
	Iteration 45Q: 3 clusters Score -526106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -526107.312500 Penalty: 2691.395752
	Iteration 46Q: 3 clusters Score -526107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -526108.062500 Penalty: 2691.395752
	Iteration 47Q: 3 clusters Score -526108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -526111.187500 Penalty: 2691.395752
	Iteration 48Q: 3 clusters Score -526111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -526112.062500 Penalty: 2691.395752
	Iteration 49Q: 3 clusters Score -526112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -526113.125000 Penalty: 2691.395752
	Iteration 50Q: 3 clusters Score -526113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -526114.937500 Penalty: 2691.395752
	Iteration 51Q: 3 clusters Score -526114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -526114.875000 Penalty: 2691.395752
	Iteration 52Q: 3 clusters Score -526114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -526114.875000 Penalty: 2691.395752
	Iteration 53F: 3 clusters Score -526114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -76785.335938 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -76785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75633.109375 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -75633.11 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75880.296875 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -75880.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76000.382812 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -76000.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76084.640625 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -76084.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76152.820312 Penalty: 2109.485107
	Iteration 4F: 3 clusters Score -76152.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76223.257812 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -76223.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76308.046875 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -76308.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76430.453125 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -76430.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76525.312500 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -76525.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76579.921875 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -76579.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76614.070312 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -76614.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76639.484375 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -76639.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76644.984375 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -76644.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76648.515625 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -76648.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76649.148438 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -76649.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76663.062500 Penalty: 2109.485107
	Iteration 15F: 3 clusters Score -76663.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76683.453125 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -76683.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76696.046875 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -76696.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76696.906250 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -76696.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76699.250000 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -76699.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76701.820312 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -76701.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76706.117188 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -76706.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76710.304688 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -76710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76710.898438 Penalty: 2109.485107
	Iteration 23Q: 3 clusters Score -76710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76712.031250 Penalty: 2109.485107
	Iteration 24Q: 3 clusters Score -76712.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76713.757812 Penalty: 2109.485107
	Iteration 25Q: 3 clusters Score -76713.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76713.757812 Penalty: 2109.485107
	Iteration 26F: 3 clusters Score -76713.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -625050.125000 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -625050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -621252.687500 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -621252.7 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -622227.250000 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -622227.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -622357.250000 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -622357.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -622444.687500 Penalty: 2751.143555
	Iteration 3Q: 3 clusters Score -622444.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622521.875000 Penalty: 2751.143555
	Iteration 4Q: 3 clusters Score -622521.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -622574.500000 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -622574.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -622613.562500 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -622613.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -622665.312500 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -622665.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -622716.875000 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -622716.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -622773.500000 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -622773.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -622838.750000 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -622838.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -622910.312500 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -622910.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -622983.687500 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -622983.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -623044.812500 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -623044.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -623108.000000 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -623108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -623180.187500 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -623180.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -623256.187500 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -623256.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -623358.875000 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -623358.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -623422.937500 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -623422.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -623467.750000 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -623467.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -623513.187500 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -623513.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -623546.562500 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -623546.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -623579.187500 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -623579.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -623606.562500 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -623606.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -623627.375000 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -623627.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -623655.937500 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -623655.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -623683.000000 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -623683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -623706.125000 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -623706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -623732.125000 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -623732.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -623756.437500 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -623756.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -623771.937500 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -623771.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -623791.187500 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -623791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -623803.750000 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -623803.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -623813.062500 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -623813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -623821.500000 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -623821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -623827.000000 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -623827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -623832.062500 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -623832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -623835.062500 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -623835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -623837.687500 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -623837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -623841.187500 Penalty: 2751.143555
	Iteration 39Q: 3 clusters Score -623841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -623845.125000 Penalty: 2751.143555
	Iteration 40F: 3 clusters Score -623845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -623851.000000 Penalty: 2751.143555
	Iteration 41Q: 3 clusters Score -623851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -623856.250000 Penalty: 2751.143555
	Iteration 42Q: 3 clusters Score -623856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -623864.062500 Penalty: 2751.143555
	Iteration 43Q: 3 clusters Score -623864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -623869.750000 Penalty: 2751.143555
	Iteration 44Q: 3 clusters Score -623869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -623873.062500 Penalty: 2751.143555
	Iteration 45Q: 3 clusters Score -623873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -623875.000000 Penalty: 2751.143555
	Iteration 46Q: 3 clusters Score -623875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -623877.125000 Penalty: 2751.143555
	Iteration 47Q: 3 clusters Score -623877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -623879.000000 Penalty: 2751.143555
	Iteration 48Q: 3 clusters Score -623879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -623882.625000 Penalty: 2751.143555
	Iteration 49Q: 3 clusters Score -623882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -623884.000000 Penalty: 2751.143555
	Iteration 50Q: 3 clusters Score -623884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -623887.750000 Penalty: 2751.143555
	Iteration 51Q: 3 clusters Score -623887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -623890.437500 Penalty: 2751.143555
	Iteration 52Q: 3 clusters Score -623890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -623892.875000 Penalty: 2751.143555
	Iteration 53Q: 3 clusters Score -623892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -623897.125000 Penalty: 2751.143555
	Iteration 54Q: 3 clusters Score -623897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -623900.500000 Penalty: 2751.143555
	Iteration 55Q: 3 clusters Score -623900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -623904.687500 Penalty: 2751.143555
	Iteration 56Q: 3 clusters Score -623904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -623905.687500 Penalty: 2751.143555
	Iteration 57Q: 3 clusters Score -623905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -623907.750000 Penalty: 2751.143555
	Iteration 58Q: 3 clusters Score -623907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -623911.312500 Penalty: 2751.143555
	Iteration 59Q: 3 clusters Score -623911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -623911.375000 Penalty: 2751.143555
	Iteration 60F: 3 clusters Score -623911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -623912.125000 Penalty: 2751.143555
	Iteration 61Q: 3 clusters Score -623912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -623913.000000 Penalty: 2751.143555
	Iteration 62Q: 3 clusters Score -623913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -623912.812500 Penalty: 2751.143555
	Iteration 63Q: 3 clusters Score -623912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -623912.812500 Penalty: 2751.143555
	Iteration 64F: 3 clusters Score -623912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -48789.527344 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -48789.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47795.820312 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -47795.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47912.187500 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -47912.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47955.250000 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -47955.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47987.078125 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -47987.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48008.824219 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -48008.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48021.097656 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -48021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48021.921875 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -48021.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48021.921875 Penalty: 1967.692871
	Iteration 7F: 3 clusters Score -48021.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -206071.406250 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -206071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -204370.984375 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -204371 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204777.046875 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -204777 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204946.671875 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -204946.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -205065.406250 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -205065.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205142.984375 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -205143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -205213.000000 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -205213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -205258.859375 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -205258.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -205290.984375 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -205291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -205303.468750 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -205303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -205314.781250 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -205314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -205322.843750 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -205322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -205331.515625 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -205331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -205344.921875 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -205344.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -205350.578125 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -205350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205354.281250 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -205354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205355.281250 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -205355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205356.375000 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -205356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -205356.609375 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -205356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -205357.343750 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -205357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -205357.609375 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -205357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205358.265625 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -205358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -205358.671875 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -205358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -205360.046875 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -205360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -205360.921875 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -205360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -205361.234375 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -205361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -205361.234375 Penalty: 2347.571045
	Iteration 25F: 3 clusters Score -205361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19389.443359 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19389.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19512.111328 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19512.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19542.839844 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -19542.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19543.806641 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19543.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19544.988281 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19544.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19544.988281 Penalty: 1757.330811
	Iteration 5F: 3 clusters Score -19544.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (39071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Entering Unmasked Estep 
Score: -5183720.000000 Penalty: 1718.134521
	Iteration 0F: 2 clusters Score -5183720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -5157488.000000 Penalty: 3436.269043
	Iteration 0F: 3 clusters Score -5157488 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5167816.000000 Penalty: 3436.269043
	Iteration 1F: 3 clusters Score -5167816 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5168620.000000 Penalty: 3436.269043
	Iteration 2F: 3 clusters Score -5168620 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5169701.000000 Penalty: 3436.269043
	Iteration 3F: 3 clusters Score -5169701 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5171117.500000 Penalty: 3436.269043
	Iteration 4F: 3 clusters Score -5171118 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5172902.000000 Penalty: 3436.269043
	Iteration 5F: 3 clusters Score -5172902 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5174997.000000 Penalty: 3436.269043
	Iteration 6F: 3 clusters Score -5174997 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5177142.500000 Penalty: 3436.269043
	Iteration 7F: 3 clusters Score -5177142 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5178836.500000 Penalty: 3436.269043
	Iteration 8Q: 3 clusters Score -5178836 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5179877.000000 Penalty: 3436.269043
	Iteration 9Q: 3 clusters Score -5179877 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5180598.000000 Penalty: 3436.269043
	Iteration 10Q: 3 clusters Score -5180598 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5181076.000000 Penalty: 3436.269043
	Iteration 11Q: 3 clusters Score -5181076 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5181368.500000 Penalty: 3436.269043
	Iteration 12Q: 3 clusters Score -5181368 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5181623.500000 Penalty: 3436.269043
	Iteration 13Q: 3 clusters Score -5181624 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5181836.000000 Penalty: 3436.269043
	Iteration 14Q: 3 clusters Score -5181836 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5181965.500000 Penalty: 3436.269043
	Iteration 15Q: 3 clusters Score -5181966 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5182071.000000 Penalty: 3436.269043
	Iteration 16Q: 3 clusters Score -5182071 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5182162.000000 Penalty: 3436.269043
	Iteration 17Q: 3 clusters Score -5182162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5182210.000000 Penalty: 3436.269043
	Iteration 18Q: 3 clusters Score -5182210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5182244.500000 Penalty: 3436.269043
	Iteration 19Q: 3 clusters Score -5182244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5182292.000000 Penalty: 3436.269043
	Iteration 20F: 3 clusters Score -5182292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5182331.500000 Penalty: 3436.269043
	Iteration 21Q: 3 clusters Score -5182332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5182363.000000 Penalty: 3436.269043
	Iteration 22Q: 3 clusters Score -5182363 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5182375.000000 Penalty: 3436.269043
	Iteration 23Q: 3 clusters Score -5182375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5182406.500000 Penalty: 3436.269043
	Iteration 24Q: 3 clusters Score -5182406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5182417.500000 Penalty: 3436.269043
	Iteration 25Q: 3 clusters Score -5182418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5182431.000000 Penalty: 3436.269043
	Iteration 26Q: 3 clusters Score -5182431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5182455.000000 Penalty: 3436.269043
	Iteration 27Q: 3 clusters Score -5182455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5182468.500000 Penalty: 3436.269043
	Iteration 28Q: 3 clusters Score -5182468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5182474.000000 Penalty: 3436.269043
	Iteration 29Q: 3 clusters Score -5182474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5182488.000000 Penalty: 3436.269043
	Iteration 30Q: 3 clusters Score -5182488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5182497.000000 Penalty: 3436.269043
	Iteration 31Q: 3 clusters Score -5182497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5182510.500000 Penalty: 3436.269043
	Iteration 32Q: 3 clusters Score -5182510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5182515.500000 Penalty: 3436.269043
	Iteration 33Q: 3 clusters Score -5182516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5182508.500000 Penalty: 3436.269043
	Iteration 34Q: 3 clusters Score -5182508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5182512.000000 Penalty: 3436.269043
	Iteration 35Q: 3 clusters Score -5182512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5182511.500000 Penalty: 3436.269043
	Iteration 36Q: 3 clusters Score -5182512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5182512.000000 Penalty: 3436.269043
	Iteration 37Q: 3 clusters Score -5182512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5182516.500000 Penalty: 3436.269043
	Iteration 38Q: 3 clusters Score -5182516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5182514.000000 Penalty: 3436.269043
	Iteration 39Q: 3 clusters Score -5182514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5182516.000000 Penalty: 3436.269043
	Iteration 40F: 3 clusters Score -5182516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5182522.000000 Penalty: 3436.269043
	Iteration 41Q: 3 clusters Score -5182522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5182520.500000 Penalty: 3436.269043
	Iteration 42Q: 3 clusters Score -5182520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5182523.500000 Penalty: 3436.269043
	Iteration 43Q: 3 clusters Score -5182524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5182530.500000 Penalty: 3436.269043
	Iteration 44Q: 3 clusters Score -5182530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5182524.000000 Penalty: 3436.269043
	Iteration 45Q: 3 clusters Score -5182524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5182526.500000 Penalty: 3436.269043
	Iteration 46Q: 3 clusters Score -5182526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5182524.000000 Penalty: 3436.269043
	Iteration 47Q: 3 clusters Score -5182524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5182521.500000 Penalty: 3436.269043
	Iteration 48Q: 3 clusters Score -5182522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5182523.500000 Penalty: 3436.269043
	Iteration 49Q: 3 clusters Score -5182524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5182523.500000 Penalty: 3436.269043
	Iteration 50Q: 3 clusters Score -5182524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5182522.500000 Penalty: 3436.269043
	Iteration 51Q: 3 clusters Score -5182522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5182527.500000 Penalty: 3436.269043
	Iteration 52Q: 3 clusters Score -5182528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5182529.000000 Penalty: 3436.269043
	Iteration 53Q: 3 clusters Score -5182529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5182529.000000 Penalty: 3436.269043
	Iteration 54F: 3 clusters Score -5182529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Entering Unmasked Estep 
Score: -6199190.500000 Penalty: 1746.326904
	Iteration 0F: 2 clusters Score -6199190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6168272.500000 Penalty: 3492.653809
	Iteration 0F: 3 clusters Score -6168272 nChanged 21818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6180554.000000 Penalty: 3492.653809
	Iteration 1F: 3 clusters Score -6180554 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -6181124.500000 Penalty: 3492.653809
	Iteration 2Q: 3 clusters Score -6181124 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -6181681.000000 Penalty: 3492.653809
	Iteration 3Q: 3 clusters Score -6181681 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -6182309.500000 Penalty: 3492.653809
	Iteration 4Q: 3 clusters Score -6182310 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -6183118.000000 Penalty: 3492.653809
	Iteration 5Q: 3 clusters Score -6183118 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6184197.000000 Penalty: 3492.653809
	Iteration 6Q: 3 clusters Score -6184197 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6185792.500000 Penalty: 3492.653809
	Iteration 7F: 3 clusters Score -6185792 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -6187936.000000 Penalty: 3492.653809
	Iteration 8F: 3 clusters Score -6187936 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -6190418.500000 Penalty: 3492.653809
	Iteration 9F: 3 clusters Score -6190418 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -6192659.500000 Penalty: 3492.653809
	Iteration 10F: 3 clusters Score -6192660 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -6194414.000000 Penalty: 3492.653809
	Iteration 11Q: 3 clusters Score -6194414 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6195515.500000 Penalty: 3492.653809
	Iteration 12Q: 3 clusters Score -6195516 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6196267.000000 Penalty: 3492.653809
	Iteration 13Q: 3 clusters Score -6196267 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6196771.500000 Penalty: 3492.653809
	Iteration 14Q: 3 clusters Score -6196772 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6197080.500000 Penalty: 3492.653809
	Iteration 15Q: 3 clusters Score -6197080 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6197248.000000 Penalty: 3492.653809
	Iteration 16Q: 3 clusters Score -6197248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6197347.000000 Penalty: 3492.653809
	Iteration 17Q: 3 clusters Score -6197347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6197413.500000 Penalty: 3492.653809
	Iteration 18Q: 3 clusters Score -6197414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6197458.500000 Penalty: 3492.653809
	Iteration 19Q: 3 clusters Score -6197458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6197499.000000 Penalty: 3492.653809
	Iteration 20F: 3 clusters Score -6197499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6197531.000000 Penalty: 3492.653809
	Iteration 21Q: 3 clusters Score -6197531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6197573.500000 Penalty: 3492.653809
	Iteration 22Q: 3 clusters Score -6197574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6197596.000000 Penalty: 3492.653809
	Iteration 23Q: 3 clusters Score -6197596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6197604.000000 Penalty: 3492.653809
	Iteration 24Q: 3 clusters Score -6197604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6197621.000000 Penalty: 3492.653809
	Iteration 25Q: 3 clusters Score -6197621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6197637.000000 Penalty: 3492.653809
	Iteration 26Q: 3 clusters Score -6197637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6197636.000000 Penalty: 3492.653809
	Iteration 27Q: 3 clusters Score -6197636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6197640.500000 Penalty: 3492.653809
	Iteration 28Q: 3 clusters Score -6197640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6197652.500000 Penalty: 3492.653809
	Iteration 29Q: 3 clusters Score -6197652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6197664.000000 Penalty: 3492.653809
	Iteration 30Q: 3 clusters Score -6197664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6197677.000000 Penalty: 3492.653809
	Iteration 31Q: 3 clusters Score -6197677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6197684.500000 Penalty: 3492.653809
	Iteration 32Q: 3 clusters Score -6197684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6197680.500000 Penalty: 3492.653809
	Iteration 33Q: 3 clusters Score -6197680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6197683.000000 Penalty: 3492.653809
	Iteration 34Q: 3 clusters Score -6197683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6197681.000000 Penalty: 3492.653809
	Iteration 35Q: 3 clusters Score -6197681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6197674.000000 Penalty: 3492.653809
	Iteration 36Q: 3 clusters Score -6197674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6197676.500000 Penalty: 3492.653809
	Iteration 37Q: 3 clusters Score -6197676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6197678.500000 Penalty: 3492.653809
	Iteration 38Q: 3 clusters Score -6197678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6197683.500000 Penalty: 3492.653809
	Iteration 39Q: 3 clusters Score -6197684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6197682.500000 Penalty: 3492.653809
	Iteration 40F: 3 clusters Score -6197682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Entering Unmasked Estep 
Score: -6817715.500000 Penalty: 1761.243896
	Iteration 0F: 2 clusters Score -6817716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -6784181.500000 Penalty: 3522.487793
	Iteration 0F: 3 clusters Score -6784182 nChanged 24002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -6797496.000000 Penalty: 3522.487793
	Iteration 1F: 3 clusters Score -6797496 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6797983.000000 Penalty: 3522.487793
	Iteration 2Q: 3 clusters Score -6797983 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6798584.000000 Penalty: 3522.487793
	Iteration 3Q: 3 clusters Score -6798584 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6799280.000000 Penalty: 3522.487793
	Iteration 4Q: 3 clusters Score -6799280 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -6800284.000000 Penalty: 3522.487793
	Iteration 5Q: 3 clusters Score -6800284 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -6801468.000000 Penalty: 3522.487793
	Iteration 6Q: 3 clusters Score -6801468 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -6802853.500000 Penalty: 3522.487793
	Iteration 7Q: 3 clusters Score -6802854 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -6804734.500000 Penalty: 3522.487793
	Iteration 8F: 3 clusters Score -6804734 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -6806811.000000 Penalty: 3522.487793
	Iteration 9F: 3 clusters Score -6806811 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -6808998.000000 Penalty: 3522.487793
	Iteration 10F: 3 clusters Score -6808998 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -6811183.000000 Penalty: 3522.487793
	Iteration 11F: 3 clusters Score -6811183 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -6812986.000000 Penalty: 3522.487793
	Iteration 12Q: 3 clusters Score -6812986 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6814176.500000 Penalty: 3522.487793
	Iteration 13Q: 3 clusters Score -6814176 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6814925.000000 Penalty: 3522.487793
	Iteration 14Q: 3 clusters Score -6814925 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6815419.000000 Penalty: 3522.487793
	Iteration 15Q: 3 clusters Score -6815419 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6815727.500000 Penalty: 3522.487793
	Iteration 16Q: 3 clusters Score -6815728 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6815891.500000 Penalty: 3522.487793
	Iteration 17Q: 3 clusters Score -6815892 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6816002.000000 Penalty: 3522.487793
	Iteration 18Q: 3 clusters Score -6816002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6816052.000000 Penalty: 3522.487793
	Iteration 19Q: 3 clusters Score -6816052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6816089.000000 Penalty: 3522.487793
	Iteration 20F: 3 clusters Score -6816089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6816120.000000 Penalty: 3522.487793
	Iteration 21Q: 3 clusters Score -6816120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6816137.500000 Penalty: 3522.487793
	Iteration 22Q: 3 clusters Score -6816138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6816177.500000 Penalty: 3522.487793
	Iteration 23Q: 3 clusters Score -6816178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6816194.500000 Penalty: 3522.487793
	Iteration 24Q: 3 clusters Score -6816194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6816218.500000 Penalty: 3522.487793
	Iteration 25Q: 3 clusters Score -6816218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6816232.500000 Penalty: 3522.487793
	Iteration 26Q: 3 clusters Score -6816232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6816236.500000 Penalty: 3522.487793
	Iteration 27Q: 3 clusters Score -6816236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6816248.500000 Penalty: 3522.487793
	Iteration 28Q: 3 clusters Score -6816248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6816258.500000 Penalty: 3522.487793
	Iteration 29Q: 3 clusters Score -6816258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6816277.000000 Penalty: 3522.487793
	Iteration 30Q: 3 clusters Score -6816277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6816288.500000 Penalty: 3522.487793
	Iteration 31Q: 3 clusters Score -6816288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6816292.500000 Penalty: 3522.487793
	Iteration 32Q: 3 clusters Score -6816292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6816304.000000 Penalty: 3522.487793
	Iteration 33Q: 3 clusters Score -6816304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6816307.500000 Penalty: 3522.487793
	Iteration 34Q: 3 clusters Score -6816308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6816317.500000 Penalty: 3522.487793
	Iteration 35Q: 3 clusters Score -6816318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6816320.000000 Penalty: 3522.487793
	Iteration 36Q: 3 clusters Score -6816320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6816324.500000 Penalty: 3522.487793
	Iteration 37Q: 3 clusters Score -6816324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6816330.000000 Penalty: 3522.487793
	Iteration 38Q: 3 clusters Score -6816330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6816325.500000 Penalty: 3522.487793
	Iteration 39Q: 3 clusters Score -6816326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6816326.500000 Penalty: 3522.487793
	Iteration 40F: 3 clusters Score -6816326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106580.015625 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106580 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106775.820312 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106775.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106828.968750 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106852.726562 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106866.437500 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106880.945312 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106883.187500 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106889.421875 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106894.789062 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106895.164062 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -106895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106896.820312 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -106896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106903.750000 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -106903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106909.890625 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -106909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106916.546875 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -106916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106917.398438 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -106917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106918.312500 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -106918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106918.312500 Penalty: 2124.424805
	Iteration 16F: 3 clusters Score -106918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7924.262207 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7924.262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8072.564453 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8072.564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8175.898926 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -8175.899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8250.146484 Penalty: 1733.133667
	Iteration 3F: 3 clusters Score -8250.146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8328.936523 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8328.937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8365.676758 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8365.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8365.676758 Penalty: 1733.133667
	Iteration 6F: 3 clusters Score -8365.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -97801.546875 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -97801.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96548.226562 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -96548.23 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96763.625000 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -96763.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96870.031250 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -96870.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96961.078125 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -96961.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -97079.679688 Penalty: 2170.461182
	Iteration 4F: 3 clusters Score -97079.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97181.226562 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -97181.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -97278.609375 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -97278.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -97325.625000 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -97325.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -97349.992188 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -97349.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -97374.820312 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -97374.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -97399.398438 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -97399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -97403.156250 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -97403.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97405.679688 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -97405.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -97409.117188 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -97409.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -97410.703125 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -97410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97412.156250 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -97412.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97412.156250 Penalty: 2170.461182
	Iteration 16F: 3 clusters Score -97412.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Entering Unmasked Estep 
Score: -2230016.750000 Penalty: 1584.259033
	Iteration 0F: 2 clusters Score -2230017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2218235.500000 Penalty: 3168.518066
	Iteration 0F: 3 clusters Score -2218236 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2222425.250000 Penalty: 3168.518066
	Iteration 1F: 3 clusters Score -2222425 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2222803.750000 Penalty: 3168.518066
	Iteration 2F: 3 clusters Score -2222804 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2223167.250000 Penalty: 3168.518066
	Iteration 3F: 3 clusters Score -2223167 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2223598.750000 Penalty: 3168.518066
	Iteration 4F: 3 clusters Score -2223599 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2224107.750000 Penalty: 3168.518066
	Iteration 5F: 3 clusters Score -2224108 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2224671.250000 Penalty: 3168.518066
	Iteration 6F: 3 clusters Score -2224671 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2225293.500000 Penalty: 3168.518066
	Iteration 7F: 3 clusters Score -2225294 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2225925.250000 Penalty: 3168.518066
	Iteration 8F: 3 clusters Score -2225925 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2226446.500000 Penalty: 3168.518066
	Iteration 9Q: 3 clusters Score -2226446 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2226760.750000 Penalty: 3168.518066
	Iteration 10Q: 3 clusters Score -2226761 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2226909.500000 Penalty: 3168.518066
	Iteration 11Q: 3 clusters Score -2226910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2226977.750000 Penalty: 3168.518066
	Iteration 12Q: 3 clusters Score -2226978 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2227026.500000 Penalty: 3168.518066
	Iteration 13Q: 3 clusters Score -2227026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2227076.000000 Penalty: 3168.518066
	Iteration 14Q: 3 clusters Score -2227076 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2227117.250000 Penalty: 3168.518066
	Iteration 15Q: 3 clusters Score -2227117 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2227177.250000 Penalty: 3168.518066
	Iteration 16Q: 3 clusters Score -2227177 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2227253.250000 Penalty: 3168.518066
	Iteration 17Q: 3 clusters Score -2227253 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2227342.750000 Penalty: 3168.518066
	Iteration 18Q: 3 clusters Score -2227343 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2227429.250000 Penalty: 3168.518066
	Iteration 19Q: 3 clusters Score -2227429 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2227482.250000 Penalty: 3168.518066
	Iteration 20F: 3 clusters Score -2227482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2227528.000000 Penalty: 3168.518066
	Iteration 21Q: 3 clusters Score -2227528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2227563.250000 Penalty: 3168.518066
	Iteration 22Q: 3 clusters Score -2227563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2227590.750000 Penalty: 3168.518066
	Iteration 23Q: 3 clusters Score -2227591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2227624.750000 Penalty: 3168.518066
	Iteration 24Q: 3 clusters Score -2227625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2227641.750000 Penalty: 3168.518066
	Iteration 25Q: 3 clusters Score -2227642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2227663.500000 Penalty: 3168.518066
	Iteration 26Q: 3 clusters Score -2227664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2227672.500000 Penalty: 3168.518066
	Iteration 27Q: 3 clusters Score -2227672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2227680.750000 Penalty: 3168.518066
	Iteration 28Q: 3 clusters Score -2227681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2227687.250000 Penalty: 3168.518066
	Iteration 29Q: 3 clusters Score -2227687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2227689.000000 Penalty: 3168.518066
	Iteration 30Q: 3 clusters Score -2227689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2227684.000000 Penalty: 3168.518066
	Iteration 31Q: 3 clusters Score -2227684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2227694.000000 Penalty: 3168.518066
	Iteration 32Q: 3 clusters Score -2227694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2227693.250000 Penalty: 3168.518066
	Iteration 33Q: 3 clusters Score -2227693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2227695.750000 Penalty: 3168.518066
	Iteration 34Q: 3 clusters Score -2227696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2227695.000000 Penalty: 3168.518066
	Iteration 35Q: 3 clusters Score -2227695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2227694.000000 Penalty: 3168.518066
	Iteration 36Q: 3 clusters Score -2227694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2227694.750000 Penalty: 3168.518066
	Iteration 37Q: 3 clusters Score -2227695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2227700.250000 Penalty: 3168.518066
	Iteration 38Q: 3 clusters Score -2227700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2227700.000000 Penalty: 3168.518066
	Iteration 39Q: 3 clusters Score -2227700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2227699.500000 Penalty: 3168.518066
	Iteration 40F: 3 clusters Score -2227700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2227701.000000 Penalty: 3168.518066
	Iteration 41Q: 3 clusters Score -2227701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2227702.250000 Penalty: 3168.518066
	Iteration 42Q: 3 clusters Score -2227702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2227699.250000 Penalty: 3168.518066
	Iteration 43Q: 3 clusters Score -2227699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2227699.250000 Penalty: 3168.518066
	Iteration 44F: 3 clusters Score -2227699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17034.072266 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17034.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17175.000000 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17233.419922 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17233.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17245.089844 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -17245.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17253.910156 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -17253.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17273.839844 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17273.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17327.787109 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -17327.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17348.396484 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -17348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17405.839844 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -17405.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17465.078125 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -17465.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17522.947266 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -17522.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17552.919922 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -17552.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17553.082031 Penalty: 1863.335938
	Iteration 12F: 3 clusters Score -17553.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17569.859375 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -17569.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17569.859375 Penalty: 1863.335938
	Iteration 14F: 3 clusters Score -17569.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32966.843750 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -32966.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33133.082031 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33133.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33198.496094 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33198.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33263.234375 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -33263.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33318.125000 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33318.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33384.121094 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33384.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33443.515625 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33443.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33504.218750 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33504.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33543.761719 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33543.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33571.136719 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33571.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33597.078125 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -33597.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33614.988281 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -33614.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33624.421875 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -33624.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33624.421875 Penalty: 1927.979736
	Iteration 13F: 3 clusters Score -33624.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -51543.871094 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -51543.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50537.335938 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -50537.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50691.179688 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -50691.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50717.500000 Penalty: 1960.753052
	Iteration 2Q: 3 clusters Score -50717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50725.441406 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -50725.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50726.593750 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -50726.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50727.570312 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -50727.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50727.570312 Penalty: 1960.753052
	Iteration 6F: 3 clusters Score -50727.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101302.343750 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101302.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101596.531250 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101596.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101731.781250 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101731.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101814.585938 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101814.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101863.296875 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101905.023438 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101960.898438 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101998.039062 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102005.585938 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -102005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102006.515625 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -102006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102006.515625 Penalty: 2150.221191
	Iteration 10F: 3 clusters Score -102006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -1162857.875000 Penalty: 1474.535156
	Iteration 0F: 2 clusters Score -1162858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1156552.500000 Penalty: 2949.070312
	Iteration 0F: 3 clusters Score -1156552 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1158462.750000 Penalty: 2949.070312
	Iteration 1F: 3 clusters Score -1158463 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1158646.625000 Penalty: 2949.070312
	Iteration 2F: 3 clusters Score -1158647 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1158770.750000 Penalty: 2949.070312
	Iteration 3Q: 3 clusters Score -1158771 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1158861.750000 Penalty: 2949.070312
	Iteration 4Q: 3 clusters Score -1158862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1158937.375000 Penalty: 2949.070312
	Iteration 5Q: 3 clusters Score -1158937 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1158992.000000 Penalty: 2949.070312
	Iteration 6Q: 3 clusters Score -1158992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1159035.875000 Penalty: 2949.070312
	Iteration 7Q: 3 clusters Score -1159036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1159090.500000 Penalty: 2949.070312
	Iteration 8Q: 3 clusters Score -1159090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1159147.125000 Penalty: 2949.070312
	Iteration 9Q: 3 clusters Score -1159147 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1159202.875000 Penalty: 2949.070312
	Iteration 10Q: 3 clusters Score -1159203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1159268.000000 Penalty: 2949.070312
	Iteration 11Q: 3 clusters Score -1159268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1159336.750000 Penalty: 2949.070312
	Iteration 12Q: 3 clusters Score -1159337 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1159418.250000 Penalty: 2949.070312
	Iteration 13Q: 3 clusters Score -1159418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1159522.000000 Penalty: 2949.070312
	Iteration 14Q: 3 clusters Score -1159522 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1159653.500000 Penalty: 2949.070312
	Iteration 15Q: 3 clusters Score -1159654 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1159837.750000 Penalty: 2949.070312
	Iteration 16Q: 3 clusters Score -1159838 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1160075.625000 Penalty: 2949.070312
	Iteration 17Q: 3 clusters Score -1160076 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1160365.500000 Penalty: 2949.070312
	Iteration 18Q: 3 clusters Score -1160366 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1160687.375000 Penalty: 2949.070312
	Iteration 19Q: 3 clusters Score -1160687 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1160952.625000 Penalty: 2949.070312
	Iteration 20F: 3 clusters Score -1160953 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1161162.750000 Penalty: 2949.070312
	Iteration 21Q: 3 clusters Score -1161163 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1161310.875000 Penalty: 2949.070312
	Iteration 22Q: 3 clusters Score -1161311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1161396.625000 Penalty: 2949.070312
	Iteration 23Q: 3 clusters Score -1161397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1161460.375000 Penalty: 2949.070312
	Iteration 24Q: 3 clusters Score -1161460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1161514.750000 Penalty: 2949.070312
	Iteration 25Q: 3 clusters Score -1161515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1161542.250000 Penalty: 2949.070312
	Iteration 26Q: 3 clusters Score -1161542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1161554.750000 Penalty: 2949.070312
	Iteration 27Q: 3 clusters Score -1161555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1161577.000000 Penalty: 2949.070312
	Iteration 28Q: 3 clusters Score -1161577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1161587.500000 Penalty: 2949.070312
	Iteration 29Q: 3 clusters Score -1161588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1161590.000000 Penalty: 2949.070312
	Iteration 30Q: 3 clusters Score -1161590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1161593.375000 Penalty: 2949.070312
	Iteration 31Q: 3 clusters Score -1161593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1161594.250000 Penalty: 2949.070312
	Iteration 32Q: 3 clusters Score -1161594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1161599.125000 Penalty: 2949.070312
	Iteration 33Q: 3 clusters Score -1161599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1161598.625000 Penalty: 2949.070312
	Iteration 34Q: 3 clusters Score -1161599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1161598.625000 Penalty: 2949.070312
	Iteration 35F: 3 clusters Score -1161599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (86655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Entering Unmasked Estep 
Score: -11553093.000000 Penalty: 1847.574585
	Iteration 0F: 2 clusters Score -1.155309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -11502306.000000 Penalty: 3695.149170
	Iteration 0F: 3 clusters Score -1.150231e+07 nChanged 41284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -11526746.000000 Penalty: 3695.149170
	Iteration 1F: 3 clusters Score -1.152675e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -11528170.000000 Penalty: 3695.149170
	Iteration 2Q: 3 clusters Score -1.152817e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -11530324.000000 Penalty: 3695.149170
	Iteration 3F: 3 clusters Score -1.153032e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -11533597.000000 Penalty: 3695.149170
	Iteration 4F: 3 clusters Score -1.15336e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -11538258.000000 Penalty: 3695.149170
	Iteration 5F: 3 clusters Score -1.153826e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -11542448.000000 Penalty: 3695.149170
	Iteration 6F: 3 clusters Score -1.154245e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -11545764.000000 Penalty: 3695.149170
	Iteration 7F: 3 clusters Score -1.154576e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -11547929.000000 Penalty: 3695.149170
	Iteration 8Q: 3 clusters Score -1.154793e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -11549226.000000 Penalty: 3695.149170
	Iteration 9Q: 3 clusters Score -1.154923e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11549888.000000 Penalty: 3695.149170
	Iteration 10Q: 3 clusters Score -1.154989e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -11550288.000000 Penalty: 3695.149170
	Iteration 11Q: 3 clusters Score -1.155029e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -11550552.000000 Penalty: 3695.149170
	Iteration 12Q: 3 clusters Score -1.155055e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -11550772.000000 Penalty: 3695.149170
	Iteration 13Q: 3 clusters Score -1.155077e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -11551012.000000 Penalty: 3695.149170
	Iteration 14Q: 3 clusters Score -1.155101e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11551226.000000 Penalty: 3695.149170
	Iteration 15Q: 3 clusters Score -1.155123e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11551310.000000 Penalty: 3695.149170
	Iteration 16Q: 3 clusters Score -1.155131e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11551434.000000 Penalty: 3695.149170
	Iteration 17Q: 3 clusters Score -1.155143e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11551497.000000 Penalty: 3695.149170
	Iteration 18Q: 3 clusters Score -1.15515e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11551499.000000 Penalty: 3695.149170
	Iteration 19Q: 3 clusters Score -1.15515e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11551547.000000 Penalty: 3695.149170
	Iteration 20F: 3 clusters Score -1.155155e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11551583.000000 Penalty: 3695.149170
	Iteration 21Q: 3 clusters Score -1.155158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11551611.000000 Penalty: 3695.149170
	Iteration 22Q: 3 clusters Score -1.155161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11551620.000000 Penalty: 3695.149170
	Iteration 23Q: 3 clusters Score -1.155162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11551620.000000 Penalty: 3695.149170
	Iteration 24Q: 3 clusters Score -1.155162e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11551626.000000 Penalty: 3695.149170
	Iteration 25Q: 3 clusters Score -1.155163e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11551644.000000 Penalty: 3695.149170
	Iteration 26Q: 3 clusters Score -1.155164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11551652.000000 Penalty: 3695.149170
	Iteration 27Q: 3 clusters Score -1.155165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11551659.000000 Penalty: 3695.149170
	Iteration 28Q: 3 clusters Score -1.155166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11551668.000000 Penalty: 3695.149170
	Iteration 29Q: 3 clusters Score -1.155167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11551691.000000 Penalty: 3695.149170
	Iteration 30Q: 3 clusters Score -1.155169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11551686.000000 Penalty: 3695.149170
	Iteration 31Q: 3 clusters Score -1.155169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11551699.000000 Penalty: 3695.149170
	Iteration 32Q: 3 clusters Score -1.15517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11551673.000000 Penalty: 3695.149170
	Iteration 33Q: 3 clusters Score -1.155167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11551703.000000 Penalty: 3695.149170
	Iteration 34Q: 3 clusters Score -1.15517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11551705.000000 Penalty: 3695.149170
	Iteration 35Q: 3 clusters Score -1.15517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11551715.000000 Penalty: 3695.149170
	Iteration 36Q: 3 clusters Score -1.155172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11551721.000000 Penalty: 3695.149170
	Iteration 37Q: 3 clusters Score -1.155172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11551724.000000 Penalty: 3695.149170
	Iteration 38Q: 3 clusters Score -1.155172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11551729.000000 Penalty: 3695.149170
	Iteration 39Q: 3 clusters Score -1.155173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11551716.000000 Penalty: 3695.149170
	Iteration 40F: 3 clusters Score -1.155172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11551718.000000 Penalty: 3695.149170
	Iteration 41Q: 3 clusters Score -1.155172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11551718.000000 Penalty: 3695.149170
	Iteration 42F: 3 clusters Score -1.155172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35523.261719 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35523.26 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35739.062500 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35739.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35841.996094 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35929.078125 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -35929.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35963.011719 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35963.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35980.093750 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35980.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35987.746094 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35987.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36006.031250 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -36006.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36025.144531 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -36025.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36031.316406 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -36031.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36042.605469 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -36042.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36047.578125 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -36047.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36052.828125 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -36052.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36052.828125 Penalty: 1923.640503
	Iteration 13F: 3 clusters Score -36052.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (23248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Entering Unmasked Estep 
Score: -3121014.000000 Penalty: 1633.770752
	Iteration 0F: 2 clusters Score -3121014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3105393.500000 Penalty: 3267.541504
	Iteration 0F: 3 clusters Score -3105394 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3111056.250000 Penalty: 3267.541504
	Iteration 1F: 3 clusters Score -3111056 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3111422.500000 Penalty: 3267.541504
	Iteration 2F: 3 clusters Score -3111422 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3111726.250000 Penalty: 3267.541504
	Iteration 3Q: 3 clusters Score -3111726 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3112038.750000 Penalty: 3267.541504
	Iteration 4Q: 3 clusters Score -3112039 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3112416.500000 Penalty: 3267.541504
	Iteration 5Q: 3 clusters Score -3112416 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3112953.250000 Penalty: 3267.541504
	Iteration 6Q: 3 clusters Score -3112953 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3113705.250000 Penalty: 3267.541504
	Iteration 7F: 3 clusters Score -3113705 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3114738.750000 Penalty: 3267.541504
	Iteration 8F: 3 clusters Score -3114739 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3116075.000000 Penalty: 3267.541504
	Iteration 9F: 3 clusters Score -3116075 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3117446.250000 Penalty: 3267.541504
	Iteration 10F: 3 clusters Score -3117446 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3118436.500000 Penalty: 3267.541504
	Iteration 11Q: 3 clusters Score -3118436 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3119023.500000 Penalty: 3267.541504
	Iteration 12Q: 3 clusters Score -3119024 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3119304.500000 Penalty: 3267.541504
	Iteration 13Q: 3 clusters Score -3119304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3119412.000000 Penalty: 3267.541504
	Iteration 14Q: 3 clusters Score -3119412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3119462.250000 Penalty: 3267.541504
	Iteration 15Q: 3 clusters Score -3119462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3119511.250000 Penalty: 3267.541504
	Iteration 16Q: 3 clusters Score -3119511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3119534.250000 Penalty: 3267.541504
	Iteration 17Q: 3 clusters Score -3119534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3119552.000000 Penalty: 3267.541504
	Iteration 18Q: 3 clusters Score -3119552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3119564.000000 Penalty: 3267.541504
	Iteration 19Q: 3 clusters Score -3119564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3119572.250000 Penalty: 3267.541504
	Iteration 20F: 3 clusters Score -3119572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3119581.000000 Penalty: 3267.541504
	Iteration 21Q: 3 clusters Score -3119581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3119595.500000 Penalty: 3267.541504
	Iteration 22Q: 3 clusters Score -3119596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3119598.250000 Penalty: 3267.541504
	Iteration 23Q: 3 clusters Score -3119598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3119598.250000 Penalty: 3267.541504
	Iteration 24F: 3 clusters Score -3119598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (63388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Entering Unmasked Estep 
Score: -8469311.000000 Penalty: 1796.767334
	Iteration 0F: 2 clusters Score -8469311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -8427347.000000 Penalty: 3593.534668
	Iteration 0F: 3 clusters Score -8427347 nChanged 29948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -8444490.000000 Penalty: 3593.534668
	Iteration 1F: 3 clusters Score -8444490 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -8445342.000000 Penalty: 3593.534668
	Iteration 2Q: 3 clusters Score -8445342 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -8446579.000000 Penalty: 3593.534668
	Iteration 3Q: 3 clusters Score -8446579 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -8448792.000000 Penalty: 3593.534668
	Iteration 4F: 3 clusters Score -8448792 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -8452263.000000 Penalty: 3593.534668
	Iteration 5F: 3 clusters Score -8452263 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -8456718.000000 Penalty: 3593.534668
	Iteration 6F: 3 clusters Score -8456718 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8461067.000000 Penalty: 3593.534668
	Iteration 7F: 3 clusters Score -8461067 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8464318.000000 Penalty: 3593.534668
	Iteration 8F: 3 clusters Score -8464318 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8466127.000000 Penalty: 3593.534668
	Iteration 9Q: 3 clusters Score -8466127 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8466997.000000 Penalty: 3593.534668
	Iteration 10Q: 3 clusters Score -8466997 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8467353.000000 Penalty: 3593.534668
	Iteration 11Q: 3 clusters Score -8467353 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8467518.000000 Penalty: 3593.534668
	Iteration 12Q: 3 clusters Score -8467518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8467614.000000 Penalty: 3593.534668
	Iteration 13Q: 3 clusters Score -8467614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8467660.000000 Penalty: 3593.534668
	Iteration 14Q: 3 clusters Score -8467660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8467703.000000 Penalty: 3593.534668
	Iteration 15Q: 3 clusters Score -8467703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8467737.000000 Penalty: 3593.534668
	Iteration 16Q: 3 clusters Score -8467737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8467762.000000 Penalty: 3593.534668
	Iteration 17Q: 3 clusters Score -8467762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8467766.000000 Penalty: 3593.534668
	Iteration 18Q: 3 clusters Score -8467766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8467763.000000 Penalty: 3593.534668
	Iteration 19Q: 3 clusters Score -8467763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8467763.000000 Penalty: 3593.534668
	Iteration 20F: 3 clusters Score -8467763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 26004 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 15165 members 
Mstep: Class 21 contains 64452 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15532 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 37148 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4746 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39071 members 
Mstep: Class 37 contains 46473 members 
Mstep: Class 38 contains 50941 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17142 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8726 members 
Mstep: Class 48 contains 86655 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23248 members 
Mstep: Class 51 contains 63388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986560.000000 Penalty: 111074.656250
Iteration 319Q: 52 clusters Score -8.598656e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 26005 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22466 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27823 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42315 members 
Mstep: Class 20 contains 15172 members 
Mstep: Class 21 contains 64454 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15538 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 36912 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4741 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39083 members 
Mstep: Class 37 contains 46502 members 
Mstep: Class 38 contains 50267 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17143 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8777 members 
Mstep: Class 48 contains 87219 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 23005 members 
Mstep: Class 51 contains 63861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986456.000000 Penalty: 111074.656250
Iteration 320F: 52 clusters Score -8.598646e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14958 members 
Mstep: Class 11 contains 26018 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42330 members 
Mstep: Class 20 contains 15182 members 
Mstep: Class 21 contains 64444 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15552 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 35883 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4732 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39082 members 
Mstep: Class 37 contains 46531 members 
Mstep: Class 38 contains 50357 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17151 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8826 members 
Mstep: Class 48 contains 87860 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 22713 members 
Mstep: Class 51 contains 64367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986096.000000 Penalty: 111074.656250
Iteration 321Q: 52 clusters Score -8.59861e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 26028 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22326 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27904 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42364 members 
Mstep: Class 20 contains 15190 members 
Mstep: Class 21 contains 64436 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15561 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 34909 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4725 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39095 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 50395 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17159 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8869 members 
Mstep: Class 48 contains 88488 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 22378 members 
Mstep: Class 51 contains 64921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985656.000000 Penalty: 111074.656250
Iteration 322Q: 52 clusters Score -8.598566e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14958 members 
Mstep: Class 11 contains 26027 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 27972 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42392 members 
Mstep: Class 20 contains 15200 members 
Mstep: Class 21 contains 64441 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15567 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 33991 members 
Mstep: Class 30 contains 3919 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4723 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39089 members 
Mstep: Class 37 contains 46560 members 
Mstep: Class 38 contains 50389 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17165 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8901 members 
Mstep: Class 48 contains 89185 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 22006 members 
Mstep: Class 51 contains 65458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985296.000000 Penalty: 111074.656250
Iteration 323Q: 52 clusters Score -8.59853e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14963 members 
Mstep: Class 11 contains 26032 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22143 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28064 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42413 members 
Mstep: Class 20 contains 15203 members 
Mstep: Class 21 contains 64446 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 33062 members 
Mstep: Class 30 contains 3915 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4723 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39074 members 
Mstep: Class 37 contains 46568 members 
Mstep: Class 38 contains 50424 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17164 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8932 members 
Mstep: Class 48 contains 89936 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 21560 members 
Mstep: Class 51 contains 65968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984472.000000 Penalty: 111074.656250
Iteration 324Q: 52 clusters Score -8.598447e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 26017 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28140 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42451 members 
Mstep: Class 20 contains 15198 members 
Mstep: Class 21 contains 64432 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15590 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 32206 members 
Mstep: Class 30 contains 3905 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4721 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39082 members 
Mstep: Class 37 contains 46575 members 
Mstep: Class 38 contains 50455 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17167 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 8978 members 
Mstep: Class 48 contains 90605 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 21102 members 
Mstep: Class 51 contains 66517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983968.000000 Penalty: 111074.656250
Iteration 325Q: 52 clusters Score -8.598397e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14965 members 
Mstep: Class 11 contains 26024 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21967 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28230 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42477 members 
Mstep: Class 20 contains 15203 members 
Mstep: Class 21 contains 64412 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 31455 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4720 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39068 members 
Mstep: Class 37 contains 46604 members 
Mstep: Class 38 contains 50457 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17175 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9008 members 
Mstep: Class 48 contains 91211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 20637 members 
Mstep: Class 51 contains 67057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983512.000000 Penalty: 111074.656250
Iteration 326Q: 52 clusters Score -8.598351e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14961 members 
Mstep: Class 11 contains 26033 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21869 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28324 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42498 members 
Mstep: Class 20 contains 15202 members 
Mstep: Class 21 contains 64405 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15595 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 30785 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4720 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39066 members 
Mstep: Class 37 contains 46638 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17186 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9058 members 
Mstep: Class 48 contains 91756 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 20141 members 
Mstep: Class 51 contains 67689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982800.000000 Penalty: 111074.656250
Iteration 327Q: 52 clusters Score -8.59828e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 26046 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21781 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42519 members 
Mstep: Class 20 contains 15194 members 
Mstep: Class 21 contains 64389 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15602 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 30044 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4719 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39048 members 
Mstep: Class 37 contains 46652 members 
Mstep: Class 38 contains 50268 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17195 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9092 members 
Mstep: Class 48 contains 92326 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 19614 members 
Mstep: Class 51 contains 68430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982456.000000 Penalty: 111074.656250
Iteration 328Q: 52 clusters Score -8.598246e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 26054 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21679 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28498 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42508 members 
Mstep: Class 20 contains 15188 members 
Mstep: Class 21 contains 64371 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15618 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 29369 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39017 members 
Mstep: Class 37 contains 46679 members 
Mstep: Class 38 contains 50038 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17224 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9143 members 
Mstep: Class 48 contains 92907 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 19094 members 
Mstep: Class 51 contains 69237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981712.000000 Penalty: 111074.656250
Iteration 329Q: 52 clusters Score -8.598171e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 26069 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21577 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28569 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42518 members 
Mstep: Class 20 contains 15203 members 
Mstep: Class 21 contains 64349 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15637 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 28688 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4716 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38983 members 
Mstep: Class 37 contains 46695 members 
Mstep: Class 38 contains 49780 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17252 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9206 members 
Mstep: Class 48 contains 93564 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 18512 members 
Mstep: Class 51 contains 70037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980480.000000 Penalty: 111074.656250
Iteration 330Q: 52 clusters Score -8.598048e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14964 members 
Mstep: Class 11 contains 26088 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21474 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28685 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42550 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 64357 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15635 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 28108 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38930 members 
Mstep: Class 37 contains 46694 members 
Mstep: Class 38 contains 49452 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9262 members 
Mstep: Class 48 contains 94162 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 17950 members 
Mstep: Class 51 contains 70819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979992.000000 Penalty: 111074.656250
Iteration 331Q: 52 clusters Score -8.597999e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 26107 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21372 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42593 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 64356 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4715 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38884 members 
Mstep: Class 37 contains 46686 members 
Mstep: Class 38 contains 49103 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17300 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9317 members 
Mstep: Class 48 contains 94624 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 17421 members 
Mstep: Class 51 contains 71647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978984.000000 Penalty: 111074.656250
Iteration 332Q: 52 clusters Score -8.597898e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14970 members 
Mstep: Class 11 contains 26112 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21267 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42613 members 
Mstep: Class 20 contains 15212 members 
Mstep: Class 21 contains 64350 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15638 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 27052 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4713 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38857 members 
Mstep: Class 37 contains 46720 members 
Mstep: Class 38 contains 48712 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17315 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9372 members 
Mstep: Class 48 contains 95102 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 16922 members 
Mstep: Class 51 contains 72421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978352.000000 Penalty: 111074.656250
Iteration 333Q: 52 clusters Score -8.597835e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 26121 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29140 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42640 members 
Mstep: Class 20 contains 15222 members 
Mstep: Class 21 contains 64329 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15640 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 26559 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4711 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38825 members 
Mstep: Class 37 contains 46729 members 
Mstep: Class 38 contains 48357 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17342 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9430 members 
Mstep: Class 48 contains 95470 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 16469 members 
Mstep: Class 51 contains 73202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977496.000000 Penalty: 111074.656250
Iteration 334Q: 52 clusters Score -8.59775e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14972 members 
Mstep: Class 11 contains 26138 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 21077 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29282 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42668 members 
Mstep: Class 20 contains 15219 members 
Mstep: Class 21 contains 64318 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 26112 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4715 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38798 members 
Mstep: Class 37 contains 46760 members 
Mstep: Class 38 contains 48043 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17362 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9480 members 
Mstep: Class 48 contains 95729 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 16021 members 
Mstep: Class 51 contains 74013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976848.000000 Penalty: 111074.656250
Iteration 335Q: 52 clusters Score -8.597685e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20982 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29453 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42683 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 64307 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 25736 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4719 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38766 members 
Mstep: Class 37 contains 46779 members 
Mstep: Class 38 contains 47790 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17370 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9528 members 
Mstep: Class 48 contains 95892 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 15595 members 
Mstep: Class 51 contains 74760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976928.000000 Penalty: 111074.656250
Iteration 336Q: 52 clusters Score -8.597693e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14963 members 
Mstep: Class 11 contains 26172 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20867 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29633 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42702 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 64296 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15645 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4720 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38721 members 
Mstep: Class 37 contains 46814 members 
Mstep: Class 38 contains 47557 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17379 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9577 members 
Mstep: Class 48 contains 96009 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 15173 members 
Mstep: Class 51 contains 75510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976792.000000 Penalty: 111074.656250
Iteration 337Q: 52 clusters Score -8.597679e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14955 members 
Mstep: Class 11 contains 26173 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20766 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29772 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42726 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 64300 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15645 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 25042 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4716 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38681 members 
Mstep: Class 37 contains 46830 members 
Mstep: Class 38 contains 47423 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17379 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9632 members 
Mstep: Class 48 contains 95982 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 14779 members 
Mstep: Class 51 contains 76310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976536.000000 Penalty: 111074.656250
Iteration 338Q: 52 clusters Score -8.597654e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 26176 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20663 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29867 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42729 members 
Mstep: Class 20 contains 15238 members 
Mstep: Class 21 contains 64304 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 24730 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4713 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38620 members 
Mstep: Class 37 contains 46860 members 
Mstep: Class 38 contains 47383 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17389 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9681 members 
Mstep: Class 48 contains 95899 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 14395 members 
Mstep: Class 51 contains 77103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976536.000000 Penalty: 111074.656250
Iteration 339Q: 52 clusters Score -8.597654e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 26181 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20558 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 29944 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42726 members 
Mstep: Class 20 contains 15241 members 
Mstep: Class 21 contains 64320 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 24442 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4712 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 46871 members 
Mstep: Class 38 contains 47368 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17397 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9719 members 
Mstep: Class 48 contains 95906 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13987 members 
Mstep: Class 51 contains 77840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976176.000000 Penalty: 111074.656250
Iteration 340F: 52 clusters Score -8.597618e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 26193 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20468 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30029 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42727 members 
Mstep: Class 20 contains 15240 members 
Mstep: Class 21 contains 64306 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15639 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 24141 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4713 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38474 members 
Mstep: Class 37 contains 46890 members 
Mstep: Class 38 contains 47341 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17401 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9777 members 
Mstep: Class 48 contains 96011 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13541 members 
Mstep: Class 51 contains 78520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975752.000000 Penalty: 111074.656250
Iteration 341Q: 52 clusters Score -8.597575e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 26209 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20385 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30068 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42717 members 
Mstep: Class 20 contains 15243 members 
Mstep: Class 21 contains 64290 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15643 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 23832 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38393 members 
Mstep: Class 37 contains 46914 members 
Mstep: Class 38 contains 47342 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17404 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9834 members 
Mstep: Class 48 contains 96136 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13052 members 
Mstep: Class 51 contains 79234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975312.000000 Penalty: 111074.656250
Iteration 342Q: 52 clusters Score -8.597531e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14938 members 
Mstep: Class 11 contains 26219 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20292 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30091 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42727 members 
Mstep: Class 20 contains 15246 members 
Mstep: Class 21 contains 64296 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15640 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 23523 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4721 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38304 members 
Mstep: Class 37 contains 46917 members 
Mstep: Class 38 contains 47366 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17406 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9888 members 
Mstep: Class 48 contains 96186 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12613 members 
Mstep: Class 51 contains 79977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975376.000000 Penalty: 111074.656250
Iteration 343Q: 52 clusters Score -8.597538e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 11 contains 26232 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20194 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30106 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42695 members 
Mstep: Class 20 contains 15245 members 
Mstep: Class 21 contains 64308 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15637 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 23192 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4718 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38229 members 
Mstep: Class 37 contains 46931 members 
Mstep: Class 38 contains 47411 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17407 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9938 members 
Mstep: Class 48 contains 96235 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12246 members 
Mstep: Class 51 contains 80688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975344.000000 Penalty: 111074.656250
Iteration 344Q: 52 clusters Score -8.597534e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 26249 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 20085 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42668 members 
Mstep: Class 20 contains 15241 members 
Mstep: Class 21 contains 64324 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15622 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 22877 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4713 members 
Mstep: Class 33 contains 426 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38150 members 
Mstep: Class 37 contains 46975 members 
Mstep: Class 38 contains 47490 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17410 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9975 members 
Mstep: Class 48 contains 96100 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12018 members 
Mstep: Class 51 contains 81400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975232.000000 Penalty: 111074.656250
Iteration 345Q: 52 clusters Score -8.597523e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 26270 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19985 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30134 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42533 members 
Mstep: Class 20 contains 15242 members 
Mstep: Class 21 contains 64343 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15607 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 22574 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38055 members 
Mstep: Class 37 contains 47056 members 
Mstep: Class 38 contains 47611 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17410 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10014 members 
Mstep: Class 48 contains 95821 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11825 members 
Mstep: Class 51 contains 82191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975368.000000 Penalty: 111074.656250
Iteration 346Q: 52 clusters Score -8.597537e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14919 members 
Mstep: Class 11 contains 26279 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30159 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42413 members 
Mstep: Class 20 contains 15235 members 
Mstep: Class 21 contains 64364 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15605 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 22273 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37972 members 
Mstep: Class 37 contains 47129 members 
Mstep: Class 38 contains 47764 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17412 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10044 members 
Mstep: Class 48 contains 95437 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11707 members 
Mstep: Class 51 contains 82956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975648.000000 Penalty: 111074.656250
Iteration 347Q: 52 clusters Score -8.597565e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 26298 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19800 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30141 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42310 members 
Mstep: Class 20 contains 15230 members 
Mstep: Class 21 contains 64386 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15600 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 21976 members 
Mstep: Class 30 contains 3909 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4720 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37902 members 
Mstep: Class 37 contains 47215 members 
Mstep: Class 38 contains 47959 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17409 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10066 members 
Mstep: Class 48 contains 94965 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11649 members 
Mstep: Class 51 contains 83689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975744.000000 Penalty: 111074.656250
Iteration 348Q: 52 clusters Score -8.597574e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 26304 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19703 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30139 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42261 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 64414 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15609 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 21663 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37843 members 
Mstep: Class 37 contains 47312 members 
Mstep: Class 38 contains 48175 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17407 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10103 members 
Mstep: Class 48 contains 94477 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11644 members 
Mstep: Class 51 contains 84283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976200.000000 Penalty: 111074.656250
Iteration 349Q: 52 clusters Score -8.59762e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 1301 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14905 members 
Mstep: Class 11 contains 26312 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19619 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30126 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42202 members 
Mstep: Class 20 contains 15247 members 
Mstep: Class 21 contains 64446 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15618 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 21357 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4709 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37812 members 
Mstep: Class 37 contains 47382 members 
Mstep: Class 38 contains 48445 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17395 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10144 members 
Mstep: Class 48 contains 93994 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11679 members 
Mstep: Class 51 contains 84753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976088.000000 Penalty: 111074.656250
Iteration 350Q: 52 clusters Score -8.597609e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19537 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30129 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42161 members 
Mstep: Class 20 contains 15268 members 
Mstep: Class 21 contains 64485 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15617 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 21053 members 
Mstep: Class 30 contains 4046 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4703 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37797 members 
Mstep: Class 37 contains 47410 members 
Mstep: Class 38 contains 48735 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17387 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10186 members 
Mstep: Class 48 contains 93598 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11722 members 
Mstep: Class 51 contains 85075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976584.000000 Penalty: 111074.656250
Iteration 351Q: 52 clusters Score -8.597658e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 26328 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19435 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30128 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42144 members 
Mstep: Class 20 contains 15288 members 
Mstep: Class 21 contains 64524 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15622 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 20713 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4694 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37796 members 
Mstep: Class 37 contains 47435 members 
Mstep: Class 38 contains 49074 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17386 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10223 members 
Mstep: Class 48 contains 93273 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11800 members 
Mstep: Class 51 contains 85247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976512.000000 Penalty: 111074.656250
Iteration 352Q: 52 clusters Score -8.597651e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 26341 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19342 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30119 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42183 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 64564 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15621 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 20350 members 
Mstep: Class 30 contains 4189 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4686 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37809 members 
Mstep: Class 37 contains 47422 members 
Mstep: Class 38 contains 49438 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17389 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10253 members 
Mstep: Class 48 contains 92973 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11907 members 
Mstep: Class 51 contains 85319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976776.000000 Penalty: 111074.656250
Iteration 353Q: 52 clusters Score -8.597678e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14874 members 
Mstep: Class 11 contains 26337 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19242 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30127 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42263 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 64610 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15615 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 19971 members 
Mstep: Class 30 contains 4280 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4682 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37837 members 
Mstep: Class 37 contains 47356 members 
Mstep: Class 38 contains 49873 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17395 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10269 members 
Mstep: Class 48 contains 92708 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 11999 members 
Mstep: Class 51 contains 85312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977112.000000 Penalty: 111074.656250
Iteration 354Q: 52 clusters Score -8.597711e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11509 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 26342 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19141 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30146 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42374 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 64653 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15620 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 19588 members 
Mstep: Class 30 contains 4361 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4676 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37879 members 
Mstep: Class 37 contains 47275 members 
Mstep: Class 38 contains 50332 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 17387 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10293 members 
Mstep: Class 48 contains 92497 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12076 members 
Mstep: Class 51 contains 85204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977248.000000 Penalty: 111074.656250
Iteration 355Q: 52 clusters Score -8.597725e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11501 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14852 members 
Mstep: Class 11 contains 26361 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 19053 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30167 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42480 members 
Mstep: Class 20 contains 15439 members 
Mstep: Class 21 contains 64688 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15617 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 19164 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4672 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37900 members 
Mstep: Class 37 contains 47250 members 
Mstep: Class 38 contains 50819 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17388 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10304 members 
Mstep: Class 48 contains 92325 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12143 members 
Mstep: Class 51 contains 85032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977584.000000 Penalty: 111074.656250
Iteration 356Q: 52 clusters Score -8.597758e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 26370 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18961 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30185 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42595 members 
Mstep: Class 20 contains 15464 members 
Mstep: Class 21 contains 64726 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15619 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 18789 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4668 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37908 members 
Mstep: Class 37 contains 47223 members 
Mstep: Class 38 contains 51255 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17381 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10316 members 
Mstep: Class 48 contains 92208 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12212 members 
Mstep: Class 51 contains 84834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977704.000000 Penalty: 111074.656250
Iteration 357Q: 52 clusters Score -8.59777e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11486 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14838 members 
Mstep: Class 11 contains 26382 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18880 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42734 members 
Mstep: Class 20 contains 15474 members 
Mstep: Class 21 contains 64746 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15607 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 18381 members 
Mstep: Class 30 contains 4672 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4665 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37920 members 
Mstep: Class 37 contains 47180 members 
Mstep: Class 38 contains 51727 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17365 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92134 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12264 members 
Mstep: Class 51 contains 84624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977776.000000 Penalty: 111074.656250
Iteration 358Q: 52 clusters Score -8.597778e+07 nChanged 1677
Entering ConstructFrom: 
Score: -85977776.000000 Penalty: 111074.656250
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.312500 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39182.109375 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39182.11 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39523.554688 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39523.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39733.382812 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39733.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39921.769531 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39921.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39995.062500 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -39995.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40063.019531 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -40063.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40125.085938 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40125.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40199.496094 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40223.253906 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40223.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40233.601562 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40248.601562 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40262.441406 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -40262.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40274.457031 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -40274.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40275.683594 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -40275.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40277.367188 Penalty: 1988.381592
	Iteration 14F: 3 clusters Score -40277.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40307.910156 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -40307.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40309.316406 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -40309.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40309.726562 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -40309.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40310.027344 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -40310.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40310.027344 Penalty: 1988.381592
	Iteration 19F: 3 clusters Score -40310.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 264 members 
Entering Unmasked Estep 
Score: -85977096.000000 Penalty: 113252.593750
Splitting cluster 1 changes total score from -85977776.000000 to -85977096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Entering Unmasked Estep 
Score: -1494697.375000 Penalty: 1519.151245
	Iteration 0F: 2 clusters Score -1494697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1486491.125000 Penalty: 3038.302490
	Iteration 0F: 3 clusters Score -1486491 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1489438.125000 Penalty: 3038.302490
	Iteration 1F: 3 clusters Score -1489438 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1489943.375000 Penalty: 3038.302490
	Iteration 2F: 3 clusters Score -1489943 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1490518.125000 Penalty: 3038.302490
	Iteration 3F: 3 clusters Score -1490518 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1491087.125000 Penalty: 3038.302490
	Iteration 4F: 3 clusters Score -1491087 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1491539.125000 Penalty: 3038.302490
	Iteration 5F: 3 clusters Score -1491539 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1491909.500000 Penalty: 3038.302490
	Iteration 6F: 3 clusters Score -1491910 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1492192.875000 Penalty: 3038.302490
	Iteration 7Q: 3 clusters Score -1492193 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1492427.750000 Penalty: 3038.302490
	Iteration 8Q: 3 clusters Score -1492428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1492631.375000 Penalty: 3038.302490
	Iteration 9Q: 3 clusters Score -1492631 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1492835.875000 Penalty: 3038.302490
	Iteration 10Q: 3 clusters Score -1492836 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1493054.375000 Penalty: 3038.302490
	Iteration 11Q: 3 clusters Score -1493054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1493230.625000 Penalty: 3038.302490
	Iteration 12Q: 3 clusters Score -1493231 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1493363.000000 Penalty: 3038.302490
	Iteration 13Q: 3 clusters Score -1493363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1493429.750000 Penalty: 3038.302490
	Iteration 14Q: 3 clusters Score -1493430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1493482.875000 Penalty: 3038.302490
	Iteration 15Q: 3 clusters Score -1493483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1493526.500000 Penalty: 3038.302490
	Iteration 16Q: 3 clusters Score -1493526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1493552.875000 Penalty: 3038.302490
	Iteration 17Q: 3 clusters Score -1493553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1493565.625000 Penalty: 3038.302490
	Iteration 18Q: 3 clusters Score -1493566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1493575.000000 Penalty: 3038.302490
	Iteration 19Q: 3 clusters Score -1493575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1493592.500000 Penalty: 3038.302490
	Iteration 20F: 3 clusters Score -1493592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1493599.875000 Penalty: 3038.302490
	Iteration 21Q: 3 clusters Score -1493600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1493613.750000 Penalty: 3038.302490
	Iteration 22Q: 3 clusters Score -1493614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1493621.000000 Penalty: 3038.302490
	Iteration 23Q: 3 clusters Score -1493621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1493628.250000 Penalty: 3038.302490
	Iteration 24Q: 3 clusters Score -1493628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1493634.125000 Penalty: 3038.302490
	Iteration 25Q: 3 clusters Score -1493634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1493637.625000 Penalty: 3038.302490
	Iteration 26Q: 3 clusters Score -1493638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1493643.250000 Penalty: 3038.302490
	Iteration 27Q: 3 clusters Score -1493643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1493645.375000 Penalty: 3038.302490
	Iteration 28Q: 3 clusters Score -1493645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1493648.875000 Penalty: 3038.302490
	Iteration 29Q: 3 clusters Score -1493649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1493652.500000 Penalty: 3038.302490
	Iteration 30Q: 3 clusters Score -1493652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1493654.625000 Penalty: 3038.302490
	Iteration 31Q: 3 clusters Score -1493655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1493654.625000 Penalty: 3038.302490
	Iteration 32Q: 3 clusters Score -1493655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1493655.875000 Penalty: 3038.302490
	Iteration 33Q: 3 clusters Score -1493656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1493656.125000 Penalty: 3038.302490
	Iteration 34Q: 3 clusters Score -1493656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1493660.750000 Penalty: 3038.302490
	Iteration 35Q: 3 clusters Score -1493661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1493660.250000 Penalty: 3038.302490
	Iteration 36Q: 3 clusters Score -1493660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1493658.500000 Penalty: 3038.302490
	Iteration 37Q: 3 clusters Score -1493658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1493658.875000 Penalty: 3038.302490
	Iteration 38Q: 3 clusters Score -1493659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1493659.750000 Penalty: 3038.302490
	Iteration 39Q: 3 clusters Score -1493660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1493659.750000 Penalty: 3038.302490
	Iteration 40F: 3 clusters Score -1493660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -168341.328125 Penalty: 1171.637939
	Iteration 0F: 2 clusters Score -168341.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166665.046875 Penalty: 2343.275879
	Iteration 0F: 3 clusters Score -166665 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -166995.921875 Penalty: 2343.275879
	Iteration 1F: 3 clusters Score -166995.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167114.703125 Penalty: 2343.275879
	Iteration 2F: 3 clusters Score -167114.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167202.875000 Penalty: 2343.275879
	Iteration 3Q: 3 clusters Score -167202.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167280.390625 Penalty: 2343.275879
	Iteration 4F: 3 clusters Score -167280.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167336.062500 Penalty: 2343.275879
	Iteration 5Q: 3 clusters Score -167336.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167384.968750 Penalty: 2343.275879
	Iteration 6Q: 3 clusters Score -167385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167418.796875 Penalty: 2343.275879
	Iteration 7Q: 3 clusters Score -167418.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -167459.937500 Penalty: 2343.275879
	Iteration 8Q: 3 clusters Score -167459.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -167498.875000 Penalty: 2343.275879
	Iteration 9Q: 3 clusters Score -167498.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167540.328125 Penalty: 2343.275879
	Iteration 10Q: 3 clusters Score -167540.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167572.812500 Penalty: 2343.275879
	Iteration 11Q: 3 clusters Score -167572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167598.109375 Penalty: 2343.275879
	Iteration 12Q: 3 clusters Score -167598.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167612.515625 Penalty: 2343.275879
	Iteration 13Q: 3 clusters Score -167612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -167623.812500 Penalty: 2343.275879
	Iteration 14Q: 3 clusters Score -167623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -167628.734375 Penalty: 2343.275879
	Iteration 15Q: 3 clusters Score -167628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -167630.437500 Penalty: 2343.275879
	Iteration 16Q: 3 clusters Score -167630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -167632.015625 Penalty: 2343.275879
	Iteration 17Q: 3 clusters Score -167632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -167633.578125 Penalty: 2343.275879
	Iteration 18Q: 3 clusters Score -167633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167634.656250 Penalty: 2343.275879
	Iteration 19Q: 3 clusters Score -167634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -167635.390625 Penalty: 2343.275879
	Iteration 20F: 3 clusters Score -167635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167635.234375 Penalty: 2343.275879
	Iteration 21Q: 3 clusters Score -167635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167635.671875 Penalty: 2343.275879
	Iteration 22Q: 3 clusters Score -167635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167636.984375 Penalty: 2343.275879
	Iteration 23Q: 3 clusters Score -167637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167638.109375 Penalty: 2343.275879
	Iteration 24Q: 3 clusters Score -167638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167639.062500 Penalty: 2343.275879
	Iteration 25Q: 3 clusters Score -167639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167639.328125 Penalty: 2343.275879
	Iteration 26Q: 3 clusters Score -167639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167639.328125 Penalty: 2343.275879
	Iteration 27F: 3 clusters Score -167639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -55826.046875 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -55826.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54839.007812 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -54839.01 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55069.054688 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -55069.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55143.042969 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -55143.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55170.144531 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -55170.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55207.468750 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -55207.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55253.093750 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -55253.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55270.871094 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -55270.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55293.601562 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -55293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55308.976562 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -55308.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55323.074219 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -55323.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55328.421875 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -55328.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55330.066406 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -55330.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55330.367188 Penalty: 2011.185791
	Iteration 12Q: 3 clusters Score -55330.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55330.367188 Penalty: 2011.185791
	Iteration 13F: 3 clusters Score -55330.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44161.343750 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44161.34 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44371.625000 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44371.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44451.058594 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44451.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44486.636719 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -44486.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44569.316406 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44569.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44610.738281 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44610.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44628.781250 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44628.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44663.589844 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44663.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44673.082031 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44673.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44674.234375 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -44674.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44674.503906 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -44674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44674.773438 Penalty: 1939.829956
	Iteration 11F: 3 clusters Score -44674.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44712.574219 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -44712.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44721.667969 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -44721.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44724.429688 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -44724.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44726.550781 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -44726.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44726.550781 Penalty: 1939.829956
	Iteration 16F: 3 clusters Score -44726.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -514940.812500 Penalty: 1352.191528
	Iteration 0F: 2 clusters Score -514940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -511569.593750 Penalty: 2704.383057
	Iteration 0F: 3 clusters Score -511569.6 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -512508.468750 Penalty: 2704.383057
	Iteration 1F: 3 clusters Score -512508.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -512680.281250 Penalty: 2704.383057
	Iteration 2F: 3 clusters Score -512680.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -512859.656250 Penalty: 2704.383057
	Iteration 3F: 3 clusters Score -512859.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -513070.687500 Penalty: 2704.383057
	Iteration 4F: 3 clusters Score -513070.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -513276.812500 Penalty: 2704.383057
	Iteration 5F: 3 clusters Score -513276.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -513486.843750 Penalty: 2704.383057
	Iteration 6F: 3 clusters Score -513486.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -513736.812500 Penalty: 2704.383057
	Iteration 7F: 3 clusters Score -513736.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -513961.906250 Penalty: 2704.383057
	Iteration 8F: 3 clusters Score -513961.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -514165.968750 Penalty: 2704.383057
	Iteration 9Q: 3 clusters Score -514166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -514314.000000 Penalty: 2704.383057
	Iteration 10Q: 3 clusters Score -514314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -514450.750000 Penalty: 2704.383057
	Iteration 11Q: 3 clusters Score -514450.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -514557.750000 Penalty: 2704.383057
	Iteration 12Q: 3 clusters Score -514557.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -514626.062500 Penalty: 2704.383057
	Iteration 13Q: 3 clusters Score -514626.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -514679.875000 Penalty: 2704.383057
	Iteration 14Q: 3 clusters Score -514679.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -514721.468750 Penalty: 2704.383057
	Iteration 15Q: 3 clusters Score -514721.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -514752.906250 Penalty: 2704.383057
	Iteration 16Q: 3 clusters Score -514752.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -514777.031250 Penalty: 2704.383057
	Iteration 17Q: 3 clusters Score -514777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -514792.156250 Penalty: 2704.383057
	Iteration 18Q: 3 clusters Score -514792.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -514798.312500 Penalty: 2704.383057
	Iteration 19Q: 3 clusters Score -514798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -514803.281250 Penalty: 2704.383057
	Iteration 20F: 3 clusters Score -514803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -514804.937500 Penalty: 2704.383057
	Iteration 21Q: 3 clusters Score -514804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -514804.937500 Penalty: 2704.383057
	Iteration 22Q: 3 clusters Score -514804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -514805.968750 Penalty: 2704.383057
	Iteration 23Q: 3 clusters Score -514806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -514805.968750 Penalty: 2704.383057
	Iteration 24F: 3 clusters Score -514806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19065.308594 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19065.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19373.275391 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19373.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19477.980469 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19477.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19522.205078 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19522.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19554.974609 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19554.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19598.992188 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19598.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19653.443359 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19653.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19704.541016 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -19704.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19760.580078 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -19760.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19773.392578 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -19773.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19784.267578 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -19784.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19790.494141 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -19790.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19791.494141 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -19791.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19795.841797 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -19795.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19797.859375 Penalty: 1900.092651
	Iteration 14F: 3 clusters Score -19797.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19830.441406 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -19830.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19845.337891 Penalty: 1900.092651
	Iteration 16Q: 3 clusters Score -19845.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19860.281250 Penalty: 1900.092651
	Iteration 17Q: 3 clusters Score -19860.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19869.322266 Penalty: 1900.092651
	Iteration 18Q: 3 clusters Score -19869.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19887.726562 Penalty: 1900.092651
	Iteration 19Q: 3 clusters Score -19887.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19900.904297 Penalty: 1900.092651
	Iteration 20F: 3 clusters Score -19900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19941.353516 Penalty: 1900.092651
	Iteration 21Q: 3 clusters Score -19941.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19946.666016 Penalty: 1900.092651
	Iteration 22Q: 3 clusters Score -19946.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19947.906250 Penalty: 1900.092651
	Iteration 23Q: 3 clusters Score -19947.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19947.906250 Penalty: 1900.092651
	Iteration 24F: 3 clusters Score -19947.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 191 members 
Entering Unmasked Estep 
Score: -85976872.000000 Penalty: 113252.593750
Splitting cluster 7 changes total score from -85977776.000000 to -85976872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69788.523438 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69788.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69905.726562 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69905.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69962.742188 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -69962.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69984.921875 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -69984.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70004.671875 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70004.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70012.460938 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70012.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70031.507812 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70031.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70035.750000 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70035.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70036.921875 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70036.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70039.257812 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70039.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70041.132812 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70041.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70042.984375 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70042.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70042.984375 Penalty: 1938.163208
	Iteration 12F: 3 clusters Score -70042.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -53618.699219 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -53618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52589.246094 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -52589.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52791.175781 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -52791.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52861.488281 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -52861.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52895.578125 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -52895.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52912.855469 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -52912.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52924.304688 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -52924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52927.769531 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -52927.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52940.468750 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -52940.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52953.238281 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -52953.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52971.164062 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -52971.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52986.476562 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -52986.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53010.675781 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -53010.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53038.632812 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -53038.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53071.339844 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -53071.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53131.027344 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -53131.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53195.996094 Penalty: 2009.177612
	Iteration 15Q: 3 clusters Score -53196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53250.316406 Penalty: 2009.177612
	Iteration 16Q: 3 clusters Score -53250.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53310.550781 Penalty: 2009.177612
	Iteration 17Q: 3 clusters Score -53310.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53393.207031 Penalty: 2009.177612
	Iteration 18Q: 3 clusters Score -53393.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53456.261719 Penalty: 2009.177612
	Iteration 19Q: 3 clusters Score -53456.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53488.269531 Penalty: 2009.177612
	Iteration 20F: 3 clusters Score -53488.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53518.886719 Penalty: 2009.177612
	Iteration 21Q: 3 clusters Score -53518.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53551.246094 Penalty: 2009.177612
	Iteration 22Q: 3 clusters Score -53551.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53583.296875 Penalty: 2009.177612
	Iteration 23Q: 3 clusters Score -53583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53645.238281 Penalty: 2009.177612
	Iteration 24Q: 3 clusters Score -53645.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53708.664062 Penalty: 2009.177612
	Iteration 25Q: 3 clusters Score -53708.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53734.031250 Penalty: 2009.177612
	Iteration 26Q: 3 clusters Score -53734.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53747.148438 Penalty: 2009.177612
	Iteration 27Q: 3 clusters Score -53747.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53755.859375 Penalty: 2009.177612
	Iteration 28Q: 3 clusters Score -53755.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53757.816406 Penalty: 2009.177612
	Iteration 29Q: 3 clusters Score -53757.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53763.824219 Penalty: 2009.177612
	Iteration 30Q: 3 clusters Score -53763.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53766.011719 Penalty: 2009.177612
	Iteration 31Q: 3 clusters Score -53766.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53772.726562 Penalty: 2009.177612
	Iteration 32Q: 3 clusters Score -53772.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53775.824219 Penalty: 2009.177612
	Iteration 33Q: 3 clusters Score -53775.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53775.824219 Penalty: 2009.177612
	Iteration 34F: 3 clusters Score -53775.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 183 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 301 members 
Entering Unmasked Estep 
Score: -85977056.000000 Penalty: 113252.593750
Splitting cluster 9 changes total score from -85977776.000000 to -85977056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Entering Unmasked Estep 
Score: -1901833.000000 Penalty: 1560.683350
	Iteration 0F: 2 clusters Score -1901833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1891572.875000 Penalty: 3121.366699
	Iteration 0F: 3 clusters Score -1891573 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1895230.000000 Penalty: 3121.366699
	Iteration 1F: 3 clusters Score -1895230 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1895759.875000 Penalty: 3121.366699
	Iteration 2F: 3 clusters Score -1895760 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1896319.375000 Penalty: 3121.366699
	Iteration 3F: 3 clusters Score -1896319 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1896975.750000 Penalty: 3121.366699
	Iteration 4F: 3 clusters Score -1896976 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1897719.500000 Penalty: 3121.366699
	Iteration 5F: 3 clusters Score -1897720 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1898400.875000 Penalty: 3121.366699
	Iteration 6F: 3 clusters Score -1898401 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1898951.250000 Penalty: 3121.366699
	Iteration 7F: 3 clusters Score -1898951 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1899441.250000 Penalty: 3121.366699
	Iteration 8Q: 3 clusters Score -1899441 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1899867.500000 Penalty: 3121.366699
	Iteration 9Q: 3 clusters Score -1899868 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1900181.875000 Penalty: 3121.366699
	Iteration 10Q: 3 clusters Score -1900182 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1900363.000000 Penalty: 3121.366699
	Iteration 11Q: 3 clusters Score -1900363 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1900504.500000 Penalty: 3121.366699
	Iteration 12Q: 3 clusters Score -1900504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1900586.250000 Penalty: 3121.366699
	Iteration 13Q: 3 clusters Score -1900586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1900644.625000 Penalty: 3121.366699
	Iteration 14Q: 3 clusters Score -1900645 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1900688.500000 Penalty: 3121.366699
	Iteration 15Q: 3 clusters Score -1900688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1900713.500000 Penalty: 3121.366699
	Iteration 16Q: 3 clusters Score -1900714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1900735.375000 Penalty: 3121.366699
	Iteration 17Q: 3 clusters Score -1900735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1900754.250000 Penalty: 3121.366699
	Iteration 18Q: 3 clusters Score -1900754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1900769.500000 Penalty: 3121.366699
	Iteration 19Q: 3 clusters Score -1900770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1900795.750000 Penalty: 3121.366699
	Iteration 20F: 3 clusters Score -1900796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1900817.750000 Penalty: 3121.366699
	Iteration 21Q: 3 clusters Score -1900818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1900839.750000 Penalty: 3121.366699
	Iteration 22Q: 3 clusters Score -1900840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1900847.000000 Penalty: 3121.366699
	Iteration 23Q: 3 clusters Score -1900847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1900864.625000 Penalty: 3121.366699
	Iteration 24Q: 3 clusters Score -1900865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1900877.750000 Penalty: 3121.366699
	Iteration 25Q: 3 clusters Score -1900878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1900892.750000 Penalty: 3121.366699
	Iteration 26Q: 3 clusters Score -1900893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1900905.625000 Penalty: 3121.366699
	Iteration 27Q: 3 clusters Score -1900906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1900917.375000 Penalty: 3121.366699
	Iteration 28Q: 3 clusters Score -1900917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1900923.750000 Penalty: 3121.366699
	Iteration 29Q: 3 clusters Score -1900924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1900924.500000 Penalty: 3121.366699
	Iteration 30Q: 3 clusters Score -1900924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1900927.250000 Penalty: 3121.366699
	Iteration 31Q: 3 clusters Score -1900927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1900934.000000 Penalty: 3121.366699
	Iteration 32Q: 3 clusters Score -1900934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1900939.125000 Penalty: 3121.366699
	Iteration 33Q: 3 clusters Score -1900939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1900940.250000 Penalty: 3121.366699
	Iteration 34Q: 3 clusters Score -1900940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1900940.625000 Penalty: 3121.366699
	Iteration 35Q: 3 clusters Score -1900941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1900940.375000 Penalty: 3121.366699
	Iteration 36Q: 3 clusters Score -1900940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1900945.250000 Penalty: 3121.366699
	Iteration 37Q: 3 clusters Score -1900945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1900946.750000 Penalty: 3121.366699
	Iteration 38Q: 3 clusters Score -1900947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1900948.875000 Penalty: 3121.366699
	Iteration 39Q: 3 clusters Score -1900949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1900952.625000 Penalty: 3121.366699
	Iteration 40F: 3 clusters Score -1900953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1900953.625000 Penalty: 3121.366699
	Iteration 41Q: 3 clusters Score -1900954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1900960.500000 Penalty: 3121.366699
	Iteration 42Q: 3 clusters Score -1900960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1900967.875000 Penalty: 3121.366699
	Iteration 43Q: 3 clusters Score -1900968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1900973.750000 Penalty: 3121.366699
	Iteration 44Q: 3 clusters Score -1900974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1900979.500000 Penalty: 3121.366699
	Iteration 45Q: 3 clusters Score -1900980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1900976.625000 Penalty: 3121.366699
	Iteration 46Q: 3 clusters Score -1900977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1900989.375000 Penalty: 3121.366699
	Iteration 47Q: 3 clusters Score -1900989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1900995.750000 Penalty: 3121.366699
	Iteration 48Q: 3 clusters Score -1900996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1901003.250000 Penalty: 3121.366699
	Iteration 49Q: 3 clusters Score -1901003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1901007.125000 Penalty: 3121.366699
	Iteration 50Q: 3 clusters Score -1901007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1901014.750000 Penalty: 3121.366699
	Iteration 51Q: 3 clusters Score -1901015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1901020.625000 Penalty: 3121.366699
	Iteration 52Q: 3 clusters Score -1901021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1901029.750000 Penalty: 3121.366699
	Iteration 53Q: 3 clusters Score -1901030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1901037.250000 Penalty: 3121.366699
	Iteration 54Q: 3 clusters Score -1901037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1901044.375000 Penalty: 3121.366699
	Iteration 55Q: 3 clusters Score -1901044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1901051.625000 Penalty: 3121.366699
	Iteration 56Q: 3 clusters Score -1901052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1901061.375000 Penalty: 3121.366699
	Iteration 57Q: 3 clusters Score -1901061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1901068.000000 Penalty: 3121.366699
	Iteration 58Q: 3 clusters Score -1901068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1901069.125000 Penalty: 3121.366699
	Iteration 59Q: 3 clusters Score -1901069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1901069.250000 Penalty: 3121.366699
	Iteration 60F: 3 clusters Score -1901069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1901074.500000 Penalty: 3121.366699
	Iteration 61Q: 3 clusters Score -1901074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1901082.000000 Penalty: 3121.366699
	Iteration 62Q: 3 clusters Score -1901082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1901085.250000 Penalty: 3121.366699
	Iteration 63Q: 3 clusters Score -1901085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1901091.000000 Penalty: 3121.366699
	Iteration 64Q: 3 clusters Score -1901091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1901092.250000 Penalty: 3121.366699
	Iteration 65Q: 3 clusters Score -1901092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1901091.875000 Penalty: 3121.366699
	Iteration 66Q: 3 clusters Score -1901092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1901092.250000 Penalty: 3121.366699
	Iteration 67Q: 3 clusters Score -1901092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1901093.875000 Penalty: 3121.366699
	Iteration 68Q: 3 clusters Score -1901094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1901093.750000 Penalty: 3121.366699
	Iteration 69Q: 3 clusters Score -1901094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1901090.250000 Penalty: 3121.366699
	Iteration 70Q: 3 clusters Score -1901090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1901092.250000 Penalty: 3121.366699
	Iteration 71Q: 3 clusters Score -1901092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1901090.875000 Penalty: 3121.366699
	Iteration 72Q: 3 clusters Score -1901091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1901092.500000 Penalty: 3121.366699
	Iteration 73Q: 3 clusters Score -1901092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1901095.125000 Penalty: 3121.366699
	Iteration 74Q: 3 clusters Score -1901095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1901094.375000 Penalty: 3121.366699
	Iteration 75Q: 3 clusters Score -1901094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1901093.000000 Penalty: 3121.366699
	Iteration 76Q: 3 clusters Score -1901093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1901092.875000 Penalty: 3121.366699
	Iteration 77Q: 3 clusters Score -1901093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1901094.250000 Penalty: 3121.366699
	Iteration 78Q: 3 clusters Score -1901094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1901094.750000 Penalty: 3121.366699
	Iteration 79Q: 3 clusters Score -1901095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1901093.125000 Penalty: 3121.366699
	Iteration 80F: 3 clusters Score -1901093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1901100.375000 Penalty: 3121.366699
	Iteration 81Q: 3 clusters Score -1901100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1901103.125000 Penalty: 3121.366699
	Iteration 82Q: 3 clusters Score -1901103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1901099.375000 Penalty: 3121.366699
	Iteration 83Q: 3 clusters Score -1901099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1901102.875000 Penalty: 3121.366699
	Iteration 84Q: 3 clusters Score -1901103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1901105.875000 Penalty: 3121.366699
	Iteration 85Q: 3 clusters Score -1901106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1901107.625000 Penalty: 3121.366699
	Iteration 86Q: 3 clusters Score -1901108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1901107.250000 Penalty: 3121.366699
	Iteration 87Q: 3 clusters Score -1901107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1901106.250000 Penalty: 3121.366699
	Iteration 88Q: 3 clusters Score -1901106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1901107.875000 Penalty: 3121.366699
	Iteration 89Q: 3 clusters Score -1901108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1901106.875000 Penalty: 3121.366699
	Iteration 90Q: 3 clusters Score -1901107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1901107.875000 Penalty: 3121.366699
	Iteration 91Q: 3 clusters Score -1901108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1901107.375000 Penalty: 3121.366699
	Iteration 92Q: 3 clusters Score -1901107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1901106.125000 Penalty: 3121.366699
	Iteration 93Q: 3 clusters Score -1901106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1901105.250000 Penalty: 3121.366699
	Iteration 94Q: 3 clusters Score -1901105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1901106.250000 Penalty: 3121.366699
	Iteration 95Q: 3 clusters Score -1901106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1901105.250000 Penalty: 3121.366699
	Iteration 96Q: 3 clusters Score -1901105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1901105.375000 Penalty: 3121.366699
	Iteration 97Q: 3 clusters Score -1901105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1901107.750000 Penalty: 3121.366699
	Iteration 98Q: 3 clusters Score -1901108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1901108.125000 Penalty: 3121.366699
	Iteration 99Q: 3 clusters Score -1901108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1901107.750000 Penalty: 3121.366699
	Iteration 100F: 3 clusters Score -1901108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1901107.500000 Penalty: 3121.366699
	Iteration 101Q: 3 clusters Score -1901108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1901104.000000 Penalty: 3121.366699
	Iteration 102Q: 3 clusters Score -1901104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1901107.500000 Penalty: 3121.366699
	Iteration 103Q: 3 clusters Score -1901108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1901112.625000 Penalty: 3121.366699
	Iteration 104Q: 3 clusters Score -1901113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1901111.625000 Penalty: 3121.366699
	Iteration 105Q: 3 clusters Score -1901112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1901119.750000 Penalty: 3121.366699
	Iteration 106Q: 3 clusters Score -1901120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1901121.375000 Penalty: 3121.366699
	Iteration 107Q: 3 clusters Score -1901121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1901125.125000 Penalty: 3121.366699
	Iteration 108Q: 3 clusters Score -1901125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1901127.125000 Penalty: 3121.366699
	Iteration 109Q: 3 clusters Score -1901127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1901121.375000 Penalty: 3121.366699
	Iteration 110Q: 3 clusters Score -1901121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1901130.500000 Penalty: 3121.366699
	Iteration 111Q: 3 clusters Score -1901130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1901126.625000 Penalty: 3121.366699
	Iteration 112Q: 3 clusters Score -1901127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1901126.125000 Penalty: 3121.366699
	Iteration 113Q: 3 clusters Score -1901126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1901129.125000 Penalty: 3121.366699
	Iteration 114Q: 3 clusters Score -1901129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1901130.500000 Penalty: 3121.366699
	Iteration 115Q: 3 clusters Score -1901130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1901130.875000 Penalty: 3121.366699
	Iteration 116Q: 3 clusters Score -1901131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1901128.500000 Penalty: 3121.366699
	Iteration 117Q: 3 clusters Score -1901128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1901130.500000 Penalty: 3121.366699
	Iteration 118Q: 3 clusters Score -1901130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1901132.250000 Penalty: 3121.366699
	Iteration 119Q: 3 clusters Score -1901132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1901132.875000 Penalty: 3121.366699
	Iteration 120F: 3 clusters Score -1901133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1901134.000000 Penalty: 3121.366699
	Iteration 121Q: 3 clusters Score -1901134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1901134.875000 Penalty: 3121.366699
	Iteration 122Q: 3 clusters Score -1901135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1901133.250000 Penalty: 3121.366699
	Iteration 123Q: 3 clusters Score -1901133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1901133.250000 Penalty: 3121.366699
	Iteration 124F: 3 clusters Score -1901133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Entering Unmasked Estep 
Score: -3465076.750000 Penalty: 1654.345703
	Iteration 0F: 2 clusters Score -3465077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3447208.750000 Penalty: 3308.691406
	Iteration 0F: 3 clusters Score -3447209 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3453990.500000 Penalty: 3308.691406
	Iteration 1F: 3 clusters Score -3453990 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3454553.500000 Penalty: 3308.691406
	Iteration 2F: 3 clusters Score -3454554 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3455222.250000 Penalty: 3308.691406
	Iteration 3F: 3 clusters Score -3455222 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3456025.750000 Penalty: 3308.691406
	Iteration 4F: 3 clusters Score -3456026 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3457020.500000 Penalty: 3308.691406
	Iteration 5F: 3 clusters Score -3457020 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3458074.750000 Penalty: 3308.691406
	Iteration 6F: 3 clusters Score -3458075 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3459193.000000 Penalty: 3308.691406
	Iteration 7F: 3 clusters Score -3459193 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3460147.000000 Penalty: 3308.691406
	Iteration 8F: 3 clusters Score -3460147 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3460934.250000 Penalty: 3308.691406
	Iteration 9Q: 3 clusters Score -3460934 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3461572.000000 Penalty: 3308.691406
	Iteration 10Q: 3 clusters Score -3461572 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3462033.000000 Penalty: 3308.691406
	Iteration 11Q: 3 clusters Score -3462033 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3462375.250000 Penalty: 3308.691406
	Iteration 12Q: 3 clusters Score -3462375 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3462636.250000 Penalty: 3308.691406
	Iteration 13Q: 3 clusters Score -3462636 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3462867.000000 Penalty: 3308.691406
	Iteration 14Q: 3 clusters Score -3462867 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3463085.250000 Penalty: 3308.691406
	Iteration 15Q: 3 clusters Score -3463085 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3463270.750000 Penalty: 3308.691406
	Iteration 16Q: 3 clusters Score -3463271 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3463397.250000 Penalty: 3308.691406
	Iteration 17Q: 3 clusters Score -3463397 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3463488.000000 Penalty: 3308.691406
	Iteration 18Q: 3 clusters Score -3463488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3463572.250000 Penalty: 3308.691406
	Iteration 19Q: 3 clusters Score -3463572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3463636.750000 Penalty: 3308.691406
	Iteration 20F: 3 clusters Score -3463637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3463673.250000 Penalty: 3308.691406
	Iteration 21Q: 3 clusters Score -3463673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3463712.750000 Penalty: 3308.691406
	Iteration 22Q: 3 clusters Score -3463713 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3463730.500000 Penalty: 3308.691406
	Iteration 23Q: 3 clusters Score -3463730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3463751.750000 Penalty: 3308.691406
	Iteration 24Q: 3 clusters Score -3463752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3463772.750000 Penalty: 3308.691406
	Iteration 25Q: 3 clusters Score -3463773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3463792.750000 Penalty: 3308.691406
	Iteration 26Q: 3 clusters Score -3463793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3463818.250000 Penalty: 3308.691406
	Iteration 27Q: 3 clusters Score -3463818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3463836.250000 Penalty: 3308.691406
	Iteration 28Q: 3 clusters Score -3463836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3463835.500000 Penalty: 3308.691406
	Iteration 29Q: 3 clusters Score -3463836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3463850.000000 Penalty: 3308.691406
	Iteration 30Q: 3 clusters Score -3463850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3463862.750000 Penalty: 3308.691406
	Iteration 31Q: 3 clusters Score -3463863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3463862.250000 Penalty: 3308.691406
	Iteration 32Q: 3 clusters Score -3463862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3463867.000000 Penalty: 3308.691406
	Iteration 33Q: 3 clusters Score -3463867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3463870.000000 Penalty: 3308.691406
	Iteration 34Q: 3 clusters Score -3463870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3463867.000000 Penalty: 3308.691406
	Iteration 35Q: 3 clusters Score -3463867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3463864.000000 Penalty: 3308.691406
	Iteration 36Q: 3 clusters Score -3463864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3463861.250000 Penalty: 3308.691406
	Iteration 37Q: 3 clusters Score -3463861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3463865.500000 Penalty: 3308.691406
	Iteration 38Q: 3 clusters Score -3463866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3463865.750000 Penalty: 3308.691406
	Iteration 39Q: 3 clusters Score -3463866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3463862.000000 Penalty: 3308.691406
	Iteration 40F: 3 clusters Score -3463862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3463865.500000 Penalty: 3308.691406
	Iteration 41Q: 3 clusters Score -3463866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3463867.500000 Penalty: 3308.691406
	Iteration 42Q: 3 clusters Score -3463868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3463866.250000 Penalty: 3308.691406
	Iteration 43Q: 3 clusters Score -3463866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3463866.750000 Penalty: 3308.691406
	Iteration 44Q: 3 clusters Score -3463867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3463869.000000 Penalty: 3308.691406
	Iteration 45Q: 3 clusters Score -3463869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3463869.000000 Penalty: 3308.691406
	Iteration 46F: 3 clusters Score -3463869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33795.792969 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33795.79 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34191.085938 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34191.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34338.378906 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34338.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34496.199219 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -34496.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34612.695312 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34668.121094 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34668.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34754.699219 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34754.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34831.601562 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34866.050781 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34866.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34875.949219 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34875.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34884.355469 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34884.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34886.960938 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34886.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34889.277344 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -34889.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34889.277344 Penalty: 1995.462402
	Iteration 13F: 3 clusters Score -34889.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 230 members 
Entering Unmasked Estep 
Score: -85977128.000000 Penalty: 113252.593750
Splitting cluster 12 changes total score from -85977776.000000 to -85977128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (18797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Entering Unmasked Estep 
Score: -2507314.750000 Penalty: 1599.236084
	Iteration 0F: 2 clusters Score -2507315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2494423.000000 Penalty: 3198.472168
	Iteration 0F: 3 clusters Score -2494423 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2499036.500000 Penalty: 3198.472168
	Iteration 1F: 3 clusters Score -2499036 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2499334.500000 Penalty: 3198.472168
	Iteration 2Q: 3 clusters Score -2499334 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2499595.000000 Penalty: 3198.472168
	Iteration 3Q: 3 clusters Score -2499595 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2499837.500000 Penalty: 3198.472168
	Iteration 4Q: 3 clusters Score -2499838 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2500076.250000 Penalty: 3198.472168
	Iteration 5Q: 3 clusters Score -2500076 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2500372.750000 Penalty: 3198.472168
	Iteration 6Q: 3 clusters Score -2500373 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2500724.250000 Penalty: 3198.472168
	Iteration 7Q: 3 clusters Score -2500724 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2501151.500000 Penalty: 3198.472168
	Iteration 8Q: 3 clusters Score -2501152 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2501665.000000 Penalty: 3198.472168
	Iteration 9Q: 3 clusters Score -2501665 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2502353.250000 Penalty: 3198.472168
	Iteration 10F: 3 clusters Score -2502353 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2503122.000000 Penalty: 3198.472168
	Iteration 11F: 3 clusters Score -2503122 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2503891.000000 Penalty: 3198.472168
	Iteration 12Q: 3 clusters Score -2503891 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2504556.500000 Penalty: 3198.472168
	Iteration 13Q: 3 clusters Score -2504556 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2504999.000000 Penalty: 3198.472168
	Iteration 14Q: 3 clusters Score -2504999 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2505290.750000 Penalty: 3198.472168
	Iteration 15Q: 3 clusters Score -2505291 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2505472.500000 Penalty: 3198.472168
	Iteration 16Q: 3 clusters Score -2505472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2505581.250000 Penalty: 3198.472168
	Iteration 17Q: 3 clusters Score -2505581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2505668.500000 Penalty: 3198.472168
	Iteration 18Q: 3 clusters Score -2505668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2505729.250000 Penalty: 3198.472168
	Iteration 19Q: 3 clusters Score -2505729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2505781.250000 Penalty: 3198.472168
	Iteration 20F: 3 clusters Score -2505781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2505817.500000 Penalty: 3198.472168
	Iteration 21Q: 3 clusters Score -2505818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2505848.750000 Penalty: 3198.472168
	Iteration 22Q: 3 clusters Score -2505849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2505874.250000 Penalty: 3198.472168
	Iteration 23Q: 3 clusters Score -2505874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2505887.000000 Penalty: 3198.472168
	Iteration 24Q: 3 clusters Score -2505887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2505899.000000 Penalty: 3198.472168
	Iteration 25Q: 3 clusters Score -2505899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2505906.500000 Penalty: 3198.472168
	Iteration 26Q: 3 clusters Score -2505906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2505908.500000 Penalty: 3198.472168
	Iteration 27Q: 3 clusters Score -2505908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2505914.750000 Penalty: 3198.472168
	Iteration 28Q: 3 clusters Score -2505915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2505920.250000 Penalty: 3198.472168
	Iteration 29Q: 3 clusters Score -2505920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2505920.250000 Penalty: 3198.472168
	Iteration 30Q: 3 clusters Score -2505920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2505923.500000 Penalty: 3198.472168
	Iteration 31Q: 3 clusters Score -2505924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2505923.500000 Penalty: 3198.472168
	Iteration 32F: 3 clusters Score -2505924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -46293.859375 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -46293.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45350.140625 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -45350.14 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45620.742188 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -45620.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45729.906250 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -45729.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45797.406250 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -45797.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45826.855469 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -45826.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45836.937500 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -45836.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45843.429688 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -45843.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45846.351562 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -45846.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45847.332031 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -45847.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45850.843750 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -45850.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45853.289062 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -45853.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45853.496094 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -45853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45853.496094 Penalty: 1996.162109
	Iteration 12F: 3 clusters Score -45853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Entering Unmasked Estep 
Score: -4040925.000000 Penalty: 1676.343750
	Iteration 0F: 2 clusters Score -4040925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4020579.500000 Penalty: 3352.687500
	Iteration 0F: 3 clusters Score -4020580 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4028251.500000 Penalty: 3352.687500
	Iteration 1F: 3 clusters Score -4028252 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4028602.250000 Penalty: 3352.687500
	Iteration 2Q: 3 clusters Score -4028602 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4028934.500000 Penalty: 3352.687500
	Iteration 3Q: 3 clusters Score -4028934 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4029257.500000 Penalty: 3352.687500
	Iteration 4Q: 3 clusters Score -4029258 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4029657.250000 Penalty: 3352.687500
	Iteration 5Q: 3 clusters Score -4029657 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4030234.500000 Penalty: 3352.687500
	Iteration 6Q: 3 clusters Score -4030234 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4031143.750000 Penalty: 3352.687500
	Iteration 7F: 3 clusters Score -4031144 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4032535.000000 Penalty: 3352.687500
	Iteration 8F: 3 clusters Score -4032535 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4034454.750000 Penalty: 3352.687500
	Iteration 9F: 3 clusters Score -4034455 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4036546.000000 Penalty: 3352.687500
	Iteration 10F: 3 clusters Score -4036546 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4038056.750000 Penalty: 3352.687500
	Iteration 11F: 3 clusters Score -4038057 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4038864.250000 Penalty: 3352.687500
	Iteration 12Q: 3 clusters Score -4038864 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4039213.250000 Penalty: 3352.687500
	Iteration 13Q: 3 clusters Score -4039213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4039343.500000 Penalty: 3352.687500
	Iteration 14Q: 3 clusters Score -4039344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4039389.250000 Penalty: 3352.687500
	Iteration 15Q: 3 clusters Score -4039389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4039413.000000 Penalty: 3352.687500
	Iteration 16Q: 3 clusters Score -4039413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4039431.000000 Penalty: 3352.687500
	Iteration 17Q: 3 clusters Score -4039431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4039434.000000 Penalty: 3352.687500
	Iteration 18Q: 3 clusters Score -4039434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4039441.250000 Penalty: 3352.687500
	Iteration 19Q: 3 clusters Score -4039441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4039445.750000 Penalty: 3352.687500
	Iteration 20F: 3 clusters Score -4039446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4039457.000000 Penalty: 3352.687500
	Iteration 21Q: 3 clusters Score -4039457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4039459.500000 Penalty: 3352.687500
	Iteration 22Q: 3 clusters Score -4039460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4039461.500000 Penalty: 3352.687500
	Iteration 23Q: 3 clusters Score -4039462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4039472.000000 Penalty: 3352.687500
	Iteration 24Q: 3 clusters Score -4039472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4039473.250000 Penalty: 3352.687500
	Iteration 25Q: 3 clusters Score -4039473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4039474.500000 Penalty: 3352.687500
	Iteration 26Q: 3 clusters Score -4039474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4039474.500000 Penalty: 3352.687500
	Iteration 27F: 3 clusters Score -4039474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -64303.671875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -64303.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63279.761719 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -63279.76 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63565.957031 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -63565.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63682.781250 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -63682.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63778.777344 Penalty: 2064.037842
	Iteration 3F: 3 clusters Score -63778.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63824.410156 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -63824.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63858.656250 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -63858.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63882.683594 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -63882.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63889.957031 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -63889.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63891.351562 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -63891.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63891.925781 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -63891.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63891.925781 Penalty: 2064.037842
	Iteration 10F: 3 clusters Score -63891.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -211681.421875 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -211681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209996.218750 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -209996.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -210358.109375 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -210358.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -210472.750000 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -210472.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -210532.390625 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -210532.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -210559.953125 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -210560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -210576.250000 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -210576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -210595.968750 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -210596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -210608.593750 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -210608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -210612.156250 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -210612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210614.500000 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -210614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -210616.031250 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -210616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210617.312500 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -210617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210619.109375 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -210619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210620.359375 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -210620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210620.359375 Penalty: 2335.004395
	Iteration 14F: 3 clusters Score -210620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42662.277344 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42662.28 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43043.054688 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43043.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43267.726562 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43267.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43432.140625 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43432.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43559.621094 Penalty: 2007.831909
	Iteration 4F: 3 clusters Score -43559.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43604.812500 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43604.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43626.902344 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43645.285156 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43645.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43664.359375 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43664.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43687.789062 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -43687.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43699.261719 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -43699.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43708.273438 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -43708.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43712.062500 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -43712.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43712.062500 Penalty: 2007.831909
	Iteration 13F: 3 clusters Score -43712.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 15992 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 243 members 
Entering Unmasked Estep 
Score: -85977032.000000 Penalty: 113252.593750
Splitting cluster 18 changes total score from -85977776.000000 to -85977032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (42877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Entering Unmasked Estep 
Score: -5701567.000000 Penalty: 1733.239746
	Iteration 0F: 2 clusters Score -5701567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5672726.500000 Penalty: 3466.479492
	Iteration 0F: 3 clusters Score -5672726 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5684442.500000 Penalty: 3466.479492
	Iteration 1F: 3 clusters Score -5684442 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5684834.500000 Penalty: 3466.479492
	Iteration 2Q: 3 clusters Score -5684834 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5685363.500000 Penalty: 3466.479492
	Iteration 3Q: 3 clusters Score -5685364 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5685728.000000 Penalty: 3466.479492
	Iteration 4Q: 3 clusters Score -5685728 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5686178.500000 Penalty: 3466.479492
	Iteration 5Q: 3 clusters Score -5686178 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5686704.500000 Penalty: 3466.479492
	Iteration 6Q: 3 clusters Score -5686704 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5687374.000000 Penalty: 3466.479492
	Iteration 7Q: 3 clusters Score -5687374 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5688268.500000 Penalty: 3466.479492
	Iteration 8Q: 3 clusters Score -5688268 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5689460.500000 Penalty: 3466.479492
	Iteration 9Q: 3 clusters Score -5689460 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5690947.000000 Penalty: 3466.479492
	Iteration 10Q: 3 clusters Score -5690947 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5692180.000000 Penalty: 3466.479492
	Iteration 11Q: 3 clusters Score -5692180 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5692946.500000 Penalty: 3466.479492
	Iteration 12Q: 3 clusters Score -5692946 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5693366.000000 Penalty: 3466.479492
	Iteration 13Q: 3 clusters Score -5693366 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5693640.500000 Penalty: 3466.479492
	Iteration 14Q: 3 clusters Score -5693640 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -5693851.500000 Penalty: 3466.479492
	Iteration 15Q: 3 clusters Score -5693852 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5694043.000000 Penalty: 3466.479492
	Iteration 16Q: 3 clusters Score -5694043 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5694267.000000 Penalty: 3466.479492
	Iteration 17Q: 3 clusters Score -5694267 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5694518.500000 Penalty: 3466.479492
	Iteration 18Q: 3 clusters Score -5694518 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -5694800.000000 Penalty: 3466.479492
	Iteration 19Q: 3 clusters Score -5694800 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5695112.500000 Penalty: 3466.479492
	Iteration 20F: 3 clusters Score -5695112 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5695440.500000 Penalty: 3466.479492
	Iteration 21Q: 3 clusters Score -5695440 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5695797.000000 Penalty: 3466.479492
	Iteration 22Q: 3 clusters Score -5695797 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5696235.500000 Penalty: 3466.479492
	Iteration 23Q: 3 clusters Score -5696236 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5696641.000000 Penalty: 3466.479492
	Iteration 24Q: 3 clusters Score -5696641 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5697115.500000 Penalty: 3466.479492
	Iteration 25Q: 3 clusters Score -5697116 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5697607.500000 Penalty: 3466.479492
	Iteration 26Q: 3 clusters Score -5697608 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5698078.500000 Penalty: 3466.479492
	Iteration 27Q: 3 clusters Score -5698078 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5698573.500000 Penalty: 3466.479492
	Iteration 28Q: 3 clusters Score -5698574 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5698959.000000 Penalty: 3466.479492
	Iteration 29Q: 3 clusters Score -5698959 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5699339.000000 Penalty: 3466.479492
	Iteration 30Q: 3 clusters Score -5699339 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5699588.500000 Penalty: 3466.479492
	Iteration 31Q: 3 clusters Score -5699588 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5699790.000000 Penalty: 3466.479492
	Iteration 32Q: 3 clusters Score -5699790 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5699934.000000 Penalty: 3466.479492
	Iteration 33Q: 3 clusters Score -5699934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5700045.000000 Penalty: 3466.479492
	Iteration 34Q: 3 clusters Score -5700045 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5700120.000000 Penalty: 3466.479492
	Iteration 35Q: 3 clusters Score -5700120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5700154.000000 Penalty: 3466.479492
	Iteration 36Q: 3 clusters Score -5700154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5700181.500000 Penalty: 3466.479492
	Iteration 37Q: 3 clusters Score -5700182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5700216.000000 Penalty: 3466.479492
	Iteration 38Q: 3 clusters Score -5700216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5700226.000000 Penalty: 3466.479492
	Iteration 39Q: 3 clusters Score -5700226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5700256.500000 Penalty: 3466.479492
	Iteration 40F: 3 clusters Score -5700256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5700280.000000 Penalty: 3466.479492
	Iteration 41Q: 3 clusters Score -5700280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5700302.000000 Penalty: 3466.479492
	Iteration 42Q: 3 clusters Score -5700302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5700319.000000 Penalty: 3466.479492
	Iteration 43Q: 3 clusters Score -5700319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5700321.500000 Penalty: 3466.479492
	Iteration 44Q: 3 clusters Score -5700322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5700327.500000 Penalty: 3466.479492
	Iteration 45Q: 3 clusters Score -5700328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5700334.000000 Penalty: 3466.479492
	Iteration 46Q: 3 clusters Score -5700334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5700331.500000 Penalty: 3466.479492
	Iteration 47Q: 3 clusters Score -5700332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -5700333.000000 Penalty: 3466.479492
	Iteration 48Q: 3 clusters Score -5700333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5700334.500000 Penalty: 3466.479492
	Iteration 49Q: 3 clusters Score -5700334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5700336.500000 Penalty: 3466.479492
	Iteration 50Q: 3 clusters Score -5700336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5700335.000000 Penalty: 3466.479492
	Iteration 51Q: 3 clusters Score -5700335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5700335.000000 Penalty: 3466.479492
	Iteration 52F: 3 clusters Score -5700335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Entering Unmasked Estep 
Score: -2009398.250000 Penalty: 1567.760498
	Iteration 0F: 2 clusters Score -2009398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1998614.375000 Penalty: 3135.520996
	Iteration 0F: 3 clusters Score -1998614 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2002213.875000 Penalty: 3135.520996
	Iteration 1F: 3 clusters Score -2002214 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2002452.750000 Penalty: 3135.520996
	Iteration 2Q: 3 clusters Score -2002453 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2002644.750000 Penalty: 3135.520996
	Iteration 3Q: 3 clusters Score -2002645 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2002845.250000 Penalty: 3135.520996
	Iteration 4Q: 3 clusters Score -2002845 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2003033.375000 Penalty: 3135.520996
	Iteration 5Q: 3 clusters Score -2003033 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2003264.625000 Penalty: 3135.520996
	Iteration 6Q: 3 clusters Score -2003265 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2003554.125000 Penalty: 3135.520996
	Iteration 7Q: 3 clusters Score -2003554 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2003972.250000 Penalty: 3135.520996
	Iteration 8F: 3 clusters Score -2003972 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2004491.625000 Penalty: 3135.520996
	Iteration 9F: 3 clusters Score -2004492 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2005220.000000 Penalty: 3135.520996
	Iteration 10F: 3 clusters Score -2005220 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2006000.125000 Penalty: 3135.520996
	Iteration 11F: 3 clusters Score -2006000 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2006730.750000 Penalty: 3135.520996
	Iteration 12F: 3 clusters Score -2006731 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2007266.250000 Penalty: 3135.520996
	Iteration 13Q: 3 clusters Score -2007266 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2007542.250000 Penalty: 3135.520996
	Iteration 14Q: 3 clusters Score -2007542 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2007709.875000 Penalty: 3135.520996
	Iteration 15Q: 3 clusters Score -2007710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2007799.250000 Penalty: 3135.520996
	Iteration 16Q: 3 clusters Score -2007799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2007864.750000 Penalty: 3135.520996
	Iteration 17Q: 3 clusters Score -2007865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2007911.750000 Penalty: 3135.520996
	Iteration 18Q: 3 clusters Score -2007912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2007959.750000 Penalty: 3135.520996
	Iteration 19Q: 3 clusters Score -2007960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2007992.000000 Penalty: 3135.520996
	Iteration 20F: 3 clusters Score -2007992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2008005.875000 Penalty: 3135.520996
	Iteration 21Q: 3 clusters Score -2008006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2008021.125000 Penalty: 3135.520996
	Iteration 22Q: 3 clusters Score -2008021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2008033.875000 Penalty: 3135.520996
	Iteration 23Q: 3 clusters Score -2008034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2008039.750000 Penalty: 3135.520996
	Iteration 24Q: 3 clusters Score -2008040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2008039.500000 Penalty: 3135.520996
	Iteration 25Q: 3 clusters Score -2008040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2008041.250000 Penalty: 3135.520996
	Iteration 26Q: 3 clusters Score -2008041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2008042.625000 Penalty: 3135.520996
	Iteration 27Q: 3 clusters Score -2008043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2008042.625000 Penalty: 3135.520996
	Iteration 28F: 3 clusters Score -2008043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Entering Unmasked Estep 
Score: -8556758.000000 Penalty: 1800.257202
	Iteration 0F: 2 clusters Score -8556758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -8515510.000000 Penalty: 3600.514404
	Iteration 0F: 3 clusters Score -8515510 nChanged 30828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8532986.000000 Penalty: 3600.514404
	Iteration 1F: 3 clusters Score -8532986 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -8533823.000000 Penalty: 3600.514404
	Iteration 2Q: 3 clusters Score -8533823 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -8534738.000000 Penalty: 3600.514404
	Iteration 3Q: 3 clusters Score -8534738 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8535792.000000 Penalty: 3600.514404
	Iteration 4Q: 3 clusters Score -8535792 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8537106.000000 Penalty: 3600.514404
	Iteration 5Q: 3 clusters Score -8537106 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8538861.000000 Penalty: 3600.514404
	Iteration 6F: 3 clusters Score -8538861 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8541126.000000 Penalty: 3600.514404
	Iteration 7F: 3 clusters Score -8541126 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -8544053.000000 Penalty: 3600.514404
	Iteration 8F: 3 clusters Score -8544053 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -8547260.000000 Penalty: 3600.514404
	Iteration 9F: 3 clusters Score -8547260 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8550033.000000 Penalty: 3600.514404
	Iteration 10F: 3 clusters Score -8550033 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8552167.000000 Penalty: 3600.514404
	Iteration 11Q: 3 clusters Score -8552167 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8553613.000000 Penalty: 3600.514404
	Iteration 12Q: 3 clusters Score -8553613 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -8554502.000000 Penalty: 3600.514404
	Iteration 13Q: 3 clusters Score -8554502 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -8555094.000000 Penalty: 3600.514404
	Iteration 14Q: 3 clusters Score -8555094 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -8555517.000000 Penalty: 3600.514404
	Iteration 15Q: 3 clusters Score -8555517 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8555813.000000 Penalty: 3600.514404
	Iteration 16Q: 3 clusters Score -8555813 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8555988.000000 Penalty: 3600.514404
	Iteration 17Q: 3 clusters Score -8555988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8556122.000000 Penalty: 3600.514404
	Iteration 18Q: 3 clusters Score -8556122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8556237.000000 Penalty: 3600.514404
	Iteration 19Q: 3 clusters Score -8556237 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8556290.000000 Penalty: 3600.514404
	Iteration 20F: 3 clusters Score -8556290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8556339.000000 Penalty: 3600.514404
	Iteration 21Q: 3 clusters Score -8556339 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8556357.000000 Penalty: 3600.514404
	Iteration 22Q: 3 clusters Score -8556357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8556381.000000 Penalty: 3600.514404
	Iteration 23Q: 3 clusters Score -8556381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8556379.000000 Penalty: 3600.514404
	Iteration 24Q: 3 clusters Score -8556379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8556396.000000 Penalty: 3600.514404
	Iteration 25Q: 3 clusters Score -8556396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8556408.000000 Penalty: 3600.514404
	Iteration 26Q: 3 clusters Score -8556408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8556434.000000 Penalty: 3600.514404
	Iteration 27Q: 3 clusters Score -8556434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8556431.000000 Penalty: 3600.514404
	Iteration 28Q: 3 clusters Score -8556431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8556427.000000 Penalty: 3600.514404
	Iteration 29Q: 3 clusters Score -8556427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8556424.000000 Penalty: 3600.514404
	Iteration 30Q: 3 clusters Score -8556424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8556423.000000 Penalty: 3600.514404
	Iteration 31Q: 3 clusters Score -8556423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8556428.000000 Penalty: 3600.514404
	Iteration 32Q: 3 clusters Score -8556428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8556421.000000 Penalty: 3600.514404
	Iteration 33Q: 3 clusters Score -8556421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8556422.000000 Penalty: 3600.514404
	Iteration 34Q: 3 clusters Score -8556422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8556411.000000 Penalty: 3600.514404
	Iteration 35Q: 3 clusters Score -8556411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8556412.000000 Penalty: 3600.514404
	Iteration 36Q: 3 clusters Score -8556412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8556421.000000 Penalty: 3600.514404
	Iteration 37Q: 3 clusters Score -8556421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8556426.000000 Penalty: 3600.514404
	Iteration 38Q: 3 clusters Score -8556426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8556422.000000 Penalty: 3600.514404
	Iteration 39Q: 3 clusters Score -8556422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8556428.000000 Penalty: 3600.514404
	Iteration 40F: 3 clusters Score -8556428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8556426.000000 Penalty: 3600.514404
	Iteration 41Q: 3 clusters Score -8556426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8556426.000000 Penalty: 3600.514404
	Iteration 42Q: 3 clusters Score -8556426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8556425.000000 Penalty: 3600.514404
	Iteration 43Q: 3 clusters Score -8556425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8556425.000000 Penalty: 3600.514404
	Iteration 44F: 3 clusters Score -8556425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -39480.613281 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -39480.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38574.949219 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -38574.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38667.320312 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -38667.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38701.136719 Penalty: 1868.552734
	Iteration 2Q: 3 clusters Score -38701.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38705.402344 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -38705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38709.554688 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -38709.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38725.105469 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -38725.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38728.250000 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -38728.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38728.250000 Penalty: 1868.552734
	Iteration 7F: 3 clusters Score -38728.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44724.847656 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44724.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44906.101562 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44906.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44993.144531 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -44993.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45058.257812 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -45058.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45141.785156 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -45141.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45228.855469 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45228.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45305.835938 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45305.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45324.070312 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45324.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45336.968750 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45336.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45344.117188 Penalty: 1879.743286
	Iteration 9Q: 3 clusters Score -45344.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45347.441406 Penalty: 1879.743286
	Iteration 10Q: 3 clusters Score -45347.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45349.234375 Penalty: 1879.743286
	Iteration 11Q: 3 clusters Score -45349.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45349.234375 Penalty: 1879.743286
	Iteration 12F: 3 clusters Score -45349.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -1937806.250000 Penalty: 1568.920898
	Iteration 0F: 2 clusters Score -1937806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1927023.500000 Penalty: 3137.841797
	Iteration 0F: 3 clusters Score -1927024 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1930958.375000 Penalty: 3137.841797
	Iteration 1F: 3 clusters Score -1930958 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1931466.875000 Penalty: 3137.841797
	Iteration 2F: 3 clusters Score -1931467 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1931965.375000 Penalty: 3137.841797
	Iteration 3F: 3 clusters Score -1931965 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1932455.125000 Penalty: 3137.841797
	Iteration 4F: 3 clusters Score -1932455 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1932951.125000 Penalty: 3137.841797
	Iteration 5F: 3 clusters Score -1932951 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1933441.375000 Penalty: 3137.841797
	Iteration 6F: 3 clusters Score -1933441 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1933917.625000 Penalty: 3137.841797
	Iteration 7F: 3 clusters Score -1933918 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1934306.500000 Penalty: 3137.841797
	Iteration 8Q: 3 clusters Score -1934306 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1934669.875000 Penalty: 3137.841797
	Iteration 9Q: 3 clusters Score -1934670 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1935045.000000 Penalty: 3137.841797
	Iteration 10Q: 3 clusters Score -1935045 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1935374.125000 Penalty: 3137.841797
	Iteration 11Q: 3 clusters Score -1935374 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1935641.875000 Penalty: 3137.841797
	Iteration 12Q: 3 clusters Score -1935642 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1935879.750000 Penalty: 3137.841797
	Iteration 13Q: 3 clusters Score -1935880 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1936083.625000 Penalty: 3137.841797
	Iteration 14Q: 3 clusters Score -1936084 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1936266.125000 Penalty: 3137.841797
	Iteration 15Q: 3 clusters Score -1936266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1936410.500000 Penalty: 3137.841797
	Iteration 16Q: 3 clusters Score -1936410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1936520.250000 Penalty: 3137.841797
	Iteration 17Q: 3 clusters Score -1936520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1936617.375000 Penalty: 3137.841797
	Iteration 18Q: 3 clusters Score -1936617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1936672.875000 Penalty: 3137.841797
	Iteration 19Q: 3 clusters Score -1936673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1936722.375000 Penalty: 3137.841797
	Iteration 20F: 3 clusters Score -1936722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1936748.500000 Penalty: 3137.841797
	Iteration 21Q: 3 clusters Score -1936748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1936776.500000 Penalty: 3137.841797
	Iteration 22Q: 3 clusters Score -1936776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1936798.500000 Penalty: 3137.841797
	Iteration 23Q: 3 clusters Score -1936798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1936807.625000 Penalty: 3137.841797
	Iteration 24Q: 3 clusters Score -1936808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1936816.500000 Penalty: 3137.841797
	Iteration 25Q: 3 clusters Score -1936816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1936819.875000 Penalty: 3137.841797
	Iteration 26Q: 3 clusters Score -1936820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1936827.250000 Penalty: 3137.841797
	Iteration 27Q: 3 clusters Score -1936827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1936828.375000 Penalty: 3137.841797
	Iteration 28Q: 3 clusters Score -1936828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1936831.125000 Penalty: 3137.841797
	Iteration 29Q: 3 clusters Score -1936831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1936832.875000 Penalty: 3137.841797
	Iteration 30Q: 3 clusters Score -1936833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1936832.500000 Penalty: 3137.841797
	Iteration 31Q: 3 clusters Score -1936832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1936837.750000 Penalty: 3137.841797
	Iteration 32Q: 3 clusters Score -1936838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1936841.250000 Penalty: 3137.841797
	Iteration 33Q: 3 clusters Score -1936841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1936841.250000 Penalty: 3137.841797
	Iteration 34F: 3 clusters Score -1936841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8290.816406 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8290.816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8535.567383 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8535.567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8613.137695 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8613.138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8614.567383 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8614.567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8624.267578 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8624.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8624.267578 Penalty: 1710.374268
	Iteration 5F: 3 clusters Score -8624.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Entering Unmasked Estep 
Score: -2600379.750000 Penalty: 1572.974609
	Iteration 0F: 2 clusters Score -2600380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2589404.750000 Penalty: 3145.949219
	Iteration 0F: 3 clusters Score -2589405 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2593339.000000 Penalty: 3145.949219
	Iteration 1F: 3 clusters Score -2593339 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2593859.500000 Penalty: 3145.949219
	Iteration 2F: 3 clusters Score -2593860 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2594431.500000 Penalty: 3145.949219
	Iteration 3F: 3 clusters Score -2594432 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2595175.750000 Penalty: 3145.949219
	Iteration 4F: 3 clusters Score -2595176 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2596132.000000 Penalty: 3145.949219
	Iteration 5F: 3 clusters Score -2596132 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2597413.750000 Penalty: 3145.949219
	Iteration 6F: 3 clusters Score -2597414 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2598547.500000 Penalty: 3145.949219
	Iteration 7F: 3 clusters Score -2598548 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2599187.750000 Penalty: 3145.949219
	Iteration 8F: 3 clusters Score -2599188 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2599487.000000 Penalty: 3145.949219
	Iteration 9Q: 3 clusters Score -2599487 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2599620.750000 Penalty: 3145.949219
	Iteration 10Q: 3 clusters Score -2599621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2599669.750000 Penalty: 3145.949219
	Iteration 11Q: 3 clusters Score -2599670 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2599732.000000 Penalty: 3145.949219
	Iteration 12Q: 3 clusters Score -2599732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2599775.500000 Penalty: 3145.949219
	Iteration 13Q: 3 clusters Score -2599776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2599819.500000 Penalty: 3145.949219
	Iteration 14Q: 3 clusters Score -2599820 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2599856.250000 Penalty: 3145.949219
	Iteration 15Q: 3 clusters Score -2599856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2599910.250000 Penalty: 3145.949219
	Iteration 16Q: 3 clusters Score -2599910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2599961.000000 Penalty: 3145.949219
	Iteration 17Q: 3 clusters Score -2599961 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2600009.000000 Penalty: 3145.949219
	Iteration 18Q: 3 clusters Score -2600009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2600042.500000 Penalty: 3145.949219
	Iteration 19Q: 3 clusters Score -2600042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2600083.500000 Penalty: 3145.949219
	Iteration 20F: 3 clusters Score -2600084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2600129.000000 Penalty: 3145.949219
	Iteration 21Q: 3 clusters Score -2600129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2600162.750000 Penalty: 3145.949219
	Iteration 22Q: 3 clusters Score -2600163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2600190.000000 Penalty: 3145.949219
	Iteration 23Q: 3 clusters Score -2600190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2600221.750000 Penalty: 3145.949219
	Iteration 24Q: 3 clusters Score -2600222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2600258.250000 Penalty: 3145.949219
	Iteration 25Q: 3 clusters Score -2600258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2600301.000000 Penalty: 3145.949219
	Iteration 26Q: 3 clusters Score -2600301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2600329.250000 Penalty: 3145.949219
	Iteration 27Q: 3 clusters Score -2600329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2600350.250000 Penalty: 3145.949219
	Iteration 28Q: 3 clusters Score -2600350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2600368.250000 Penalty: 3145.949219
	Iteration 29Q: 3 clusters Score -2600368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2600383.750000 Penalty: 3145.949219
	Iteration 30Q: 3 clusters Score -2600384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2600403.250000 Penalty: 3145.949219
	Iteration 31Q: 3 clusters Score -2600403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2600424.750000 Penalty: 3145.949219
	Iteration 32Q: 3 clusters Score -2600425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2600436.750000 Penalty: 3145.949219
	Iteration 33Q: 3 clusters Score -2600437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2600449.000000 Penalty: 3145.949219
	Iteration 34Q: 3 clusters Score -2600449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2600459.750000 Penalty: 3145.949219
	Iteration 35Q: 3 clusters Score -2600460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2600456.250000 Penalty: 3145.949219
	Iteration 36Q: 3 clusters Score -2600456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2600457.750000 Penalty: 3145.949219
	Iteration 37Q: 3 clusters Score -2600458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2600462.250000 Penalty: 3145.949219
	Iteration 38Q: 3 clusters Score -2600462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2600461.000000 Penalty: 3145.949219
	Iteration 39Q: 3 clusters Score -2600461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2600462.500000 Penalty: 3145.949219
	Iteration 40F: 3 clusters Score -2600462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2600468.750000 Penalty: 3145.949219
	Iteration 41Q: 3 clusters Score -2600469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2600471.000000 Penalty: 3145.949219
	Iteration 42Q: 3 clusters Score -2600471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2600480.750000 Penalty: 3145.949219
	Iteration 43Q: 3 clusters Score -2600481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2600488.250000 Penalty: 3145.949219
	Iteration 44Q: 3 clusters Score -2600488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2600497.250000 Penalty: 3145.949219
	Iteration 45Q: 3 clusters Score -2600497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2600506.250000 Penalty: 3145.949219
	Iteration 46Q: 3 clusters Score -2600506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2600504.500000 Penalty: 3145.949219
	Iteration 47Q: 3 clusters Score -2600504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2600498.000000 Penalty: 3145.949219
	Iteration 48Q: 3 clusters Score -2600498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2600504.250000 Penalty: 3145.949219
	Iteration 49Q: 3 clusters Score -2600504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2600511.000000 Penalty: 3145.949219
	Iteration 50Q: 3 clusters Score -2600511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2600515.500000 Penalty: 3145.949219
	Iteration 51Q: 3 clusters Score -2600516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2600520.500000 Penalty: 3145.949219
	Iteration 52Q: 3 clusters Score -2600520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2600514.000000 Penalty: 3145.949219
	Iteration 53Q: 3 clusters Score -2600514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2600517.000000 Penalty: 3145.949219
	Iteration 54Q: 3 clusters Score -2600517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2600522.750000 Penalty: 3145.949219
	Iteration 55Q: 3 clusters Score -2600523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2600525.000000 Penalty: 3145.949219
	Iteration 56Q: 3 clusters Score -2600525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2600526.500000 Penalty: 3145.949219
	Iteration 57Q: 3 clusters Score -2600526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2600529.000000 Penalty: 3145.949219
	Iteration 58Q: 3 clusters Score -2600529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2600540.750000 Penalty: 3145.949219
	Iteration 59Q: 3 clusters Score -2600541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2600545.500000 Penalty: 3145.949219
	Iteration 60F: 3 clusters Score -2600546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2600547.500000 Penalty: 3145.949219
	Iteration 61Q: 3 clusters Score -2600548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2600547.250000 Penalty: 3145.949219
	Iteration 62Q: 3 clusters Score -2600547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2600546.250000 Penalty: 3145.949219
	Iteration 63Q: 3 clusters Score -2600546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2600546.500000 Penalty: 3145.949219
	Iteration 64Q: 3 clusters Score -2600546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2600544.750000 Penalty: 3145.949219
	Iteration 65Q: 3 clusters Score -2600545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2600544.750000 Penalty: 3145.949219
	Iteration 66F: 3 clusters Score -2600545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2455 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Mstep: Class 52 contains 13537 members 
Entering Unmasked Estep 
Score: -85977784.000000 Penalty: 113252.593750
Splitting cluster 26 changes total score from -85977776.000000 to -85977784.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31333.863281 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31333.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31538.517578 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31538.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31672.966797 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31672.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31722.310547 Penalty: 1832.465332
	Iteration 3F: 3 clusters Score -31722.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31731.519531 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31731.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31733.720703 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31733.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31733.720703 Penalty: 1832.465332
	Iteration 6F: 3 clusters Score -31733.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -666602.812500 Penalty: 1388.278320
	Iteration 0F: 2 clusters Score -666602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -662569.250000 Penalty: 2776.556641
	Iteration 0F: 3 clusters Score -662569.2 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -663727.000000 Penalty: 2776.556641
	Iteration 1F: 3 clusters Score -663727 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -663916.312500 Penalty: 2776.556641
	Iteration 2F: 3 clusters Score -663916.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -664120.062500 Penalty: 2776.556641
	Iteration 3F: 3 clusters Score -664120.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -664389.812500 Penalty: 2776.556641
	Iteration 4F: 3 clusters Score -664389.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -664728.562500 Penalty: 2776.556641
	Iteration 5F: 3 clusters Score -664728.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -665131.000000 Penalty: 2776.556641
	Iteration 6F: 3 clusters Score -665131 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -665421.750000 Penalty: 2776.556641
	Iteration 7F: 3 clusters Score -665421.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -665580.687500 Penalty: 2776.556641
	Iteration 8Q: 3 clusters Score -665580.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -665670.500000 Penalty: 2776.556641
	Iteration 9Q: 3 clusters Score -665670.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -665716.875000 Penalty: 2776.556641
	Iteration 10Q: 3 clusters Score -665716.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -665740.375000 Penalty: 2776.556641
	Iteration 11Q: 3 clusters Score -665740.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -665755.375000 Penalty: 2776.556641
	Iteration 12Q: 3 clusters Score -665755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -665762.062500 Penalty: 2776.556641
	Iteration 13Q: 3 clusters Score -665762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -665765.687500 Penalty: 2776.556641
	Iteration 14Q: 3 clusters Score -665765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -665767.562500 Penalty: 2776.556641
	Iteration 15Q: 3 clusters Score -665767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -665768.312500 Penalty: 2776.556641
	Iteration 16Q: 3 clusters Score -665768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -665769.062500 Penalty: 2776.556641
	Iteration 17Q: 3 clusters Score -665769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -665771.562500 Penalty: 2776.556641
	Iteration 18Q: 3 clusters Score -665771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -665771.562500 Penalty: 2776.556641
	Iteration 19F: 3 clusters Score -665771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Entering Unmasked Estep 
Score: -2407175.000000 Penalty: 1592.060181
	Iteration 0F: 2 clusters Score -2407175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2394962.000000 Penalty: 3184.120361
	Iteration 0F: 3 clusters Score -2394962 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2399390.500000 Penalty: 3184.120361
	Iteration 1F: 3 clusters Score -2399390 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2399662.000000 Penalty: 3184.120361
	Iteration 2Q: 3 clusters Score -2399662 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2399861.750000 Penalty: 3184.120361
	Iteration 3Q: 3 clusters Score -2399862 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2400056.500000 Penalty: 3184.120361
	Iteration 4Q: 3 clusters Score -2400056 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2400213.750000 Penalty: 3184.120361
	Iteration 5Q: 3 clusters Score -2400214 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2400363.000000 Penalty: 3184.120361
	Iteration 6Q: 3 clusters Score -2400363 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2400501.000000 Penalty: 3184.120361
	Iteration 7Q: 3 clusters Score -2400501 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2400650.250000 Penalty: 3184.120361
	Iteration 8Q: 3 clusters Score -2400650 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2400849.250000 Penalty: 3184.120361
	Iteration 9Q: 3 clusters Score -2400849 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2401101.000000 Penalty: 3184.120361
	Iteration 10Q: 3 clusters Score -2401101 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2401417.750000 Penalty: 3184.120361
	Iteration 11Q: 3 clusters Score -2401418 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2401819.500000 Penalty: 3184.120361
	Iteration 12Q: 3 clusters Score -2401820 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2402324.500000 Penalty: 3184.120361
	Iteration 13Q: 3 clusters Score -2402324 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2402931.500000 Penalty: 3184.120361
	Iteration 14Q: 3 clusters Score -2402932 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2403553.500000 Penalty: 3184.120361
	Iteration 15Q: 3 clusters Score -2403554 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2404112.000000 Penalty: 3184.120361
	Iteration 16Q: 3 clusters Score -2404112 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2404607.750000 Penalty: 3184.120361
	Iteration 17Q: 3 clusters Score -2404608 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2404982.250000 Penalty: 3184.120361
	Iteration 18Q: 3 clusters Score -2404982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2405252.000000 Penalty: 3184.120361
	Iteration 19Q: 3 clusters Score -2405252 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2405426.750000 Penalty: 3184.120361
	Iteration 20F: 3 clusters Score -2405427 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2405558.000000 Penalty: 3184.120361
	Iteration 21Q: 3 clusters Score -2405558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2405629.000000 Penalty: 3184.120361
	Iteration 22Q: 3 clusters Score -2405629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2405677.750000 Penalty: 3184.120361
	Iteration 23Q: 3 clusters Score -2405678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2405705.250000 Penalty: 3184.120361
	Iteration 24Q: 3 clusters Score -2405705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2405722.250000 Penalty: 3184.120361
	Iteration 25Q: 3 clusters Score -2405722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2405740.500000 Penalty: 3184.120361
	Iteration 26Q: 3 clusters Score -2405740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2405752.250000 Penalty: 3184.120361
	Iteration 27Q: 3 clusters Score -2405752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2405758.000000 Penalty: 3184.120361
	Iteration 28Q: 3 clusters Score -2405758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2405771.000000 Penalty: 3184.120361
	Iteration 29Q: 3 clusters Score -2405771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2405774.000000 Penalty: 3184.120361
	Iteration 30Q: 3 clusters Score -2405774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2405779.500000 Penalty: 3184.120361
	Iteration 31Q: 3 clusters Score -2405780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2405786.000000 Penalty: 3184.120361
	Iteration 32Q: 3 clusters Score -2405786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2405788.000000 Penalty: 3184.120361
	Iteration 33Q: 3 clusters Score -2405788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2405790.750000 Penalty: 3184.120361
	Iteration 34Q: 3 clusters Score -2405791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2405794.250000 Penalty: 3184.120361
	Iteration 35Q: 3 clusters Score -2405794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2405797.000000 Penalty: 3184.120361
	Iteration 36Q: 3 clusters Score -2405797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2405796.000000 Penalty: 3184.120361
	Iteration 37Q: 3 clusters Score -2405796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2405795.000000 Penalty: 3184.120361
	Iteration 38Q: 3 clusters Score -2405795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2405795.000000 Penalty: 3184.120361
	Iteration 39F: 3 clusters Score -2405795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -639369.625000 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -639369.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -635504.812500 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -635504.8 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -636605.375000 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -636605.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -636764.250000 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -636764.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -636858.062500 Penalty: 2754.075195
	Iteration 3Q: 3 clusters Score -636858.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -636940.500000 Penalty: 2754.075195
	Iteration 4Q: 3 clusters Score -636940.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -637004.875000 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -637004.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -637072.562500 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -637072.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -637134.125000 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -637134.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -637194.375000 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -637194.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -637246.437500 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -637246.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -637293.562500 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -637293.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -637344.625000 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -637344.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -637401.750000 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -637401.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -637471.000000 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -637471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -637549.500000 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -637549.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -637622.937500 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -637622.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -637676.625000 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -637676.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -637726.625000 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -637726.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -637782.187500 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -637782.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -637838.625000 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -637838.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -637894.062500 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -637894.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -637935.875000 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -637935.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -637970.000000 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -637970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -637992.937500 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -637992.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -638021.937500 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -638021.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -638051.750000 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -638051.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -638073.937500 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -638073.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -638096.875000 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -638096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -638118.812500 Penalty: 2754.075195
	Iteration 28Q: 3 clusters Score -638118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -638130.250000 Penalty: 2754.075195
	Iteration 29Q: 3 clusters Score -638130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -638135.437500 Penalty: 2754.075195
	Iteration 30Q: 3 clusters Score -638135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -638140.062500 Penalty: 2754.075195
	Iteration 31Q: 3 clusters Score -638140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -638141.687500 Penalty: 2754.075195
	Iteration 32Q: 3 clusters Score -638141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -638144.312500 Penalty: 2754.075195
	Iteration 33Q: 3 clusters Score -638144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -638145.187500 Penalty: 2754.075195
	Iteration 34Q: 3 clusters Score -638145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -638146.500000 Penalty: 2754.075195
	Iteration 35Q: 3 clusters Score -638146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -638151.062500 Penalty: 2754.075195
	Iteration 36Q: 3 clusters Score -638151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -638156.687500 Penalty: 2754.075195
	Iteration 37Q: 3 clusters Score -638156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -638166.000000 Penalty: 2754.075195
	Iteration 38Q: 3 clusters Score -638166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -638169.187500 Penalty: 2754.075195
	Iteration 39Q: 3 clusters Score -638169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -638169.187500 Penalty: 2754.075195
	Iteration 40F: 3 clusters Score -638169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -76785.335938 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -76785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75653.601562 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -75653.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75852.148438 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -75852.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75904.296875 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -75904.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75926.304688 Penalty: 2109.485107
	Iteration 3Q: 3 clusters Score -75926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75935.046875 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -75935.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75942.164062 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -75942.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75945.750000 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -75945.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75955.156250 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -75955.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75968.437500 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -75968.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75979.859375 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -75979.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76000.398438 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -76000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76013.398438 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -76013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76025.875000 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -76025.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76052.453125 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -76052.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76112.914062 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -76112.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76166.039062 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -76166.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76192.984375 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -76192.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76233.187500 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -76233.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76264.679688 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -76264.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76281.468750 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -76281.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76295.843750 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -76295.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76336.234375 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -76336.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76358.195312 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -76358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76380.671875 Penalty: 2109.485107
	Iteration 23Q: 3 clusters Score -76380.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76411.351562 Penalty: 2109.485107
	Iteration 24Q: 3 clusters Score -76411.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76428.187500 Penalty: 2109.485107
	Iteration 25Q: 3 clusters Score -76428.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76434.765625 Penalty: 2109.485107
	Iteration 26Q: 3 clusters Score -76434.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76451.484375 Penalty: 2109.485107
	Iteration 27Q: 3 clusters Score -76451.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76457.070312 Penalty: 2109.485107
	Iteration 28Q: 3 clusters Score -76457.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76457.328125 Penalty: 2109.485107
	Iteration 29F: 3 clusters Score -76457.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76470.992188 Penalty: 2109.485107
	Iteration 30Q: 3 clusters Score -76470.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76486.125000 Penalty: 2109.485107
	Iteration 31Q: 3 clusters Score -76486.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76510.734375 Penalty: 2109.485107
	Iteration 32Q: 3 clusters Score -76510.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76536.343750 Penalty: 2109.485107
	Iteration 33Q: 3 clusters Score -76536.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76547.492188 Penalty: 2109.485107
	Iteration 34Q: 3 clusters Score -76547.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76568.898438 Penalty: 2109.485107
	Iteration 35Q: 3 clusters Score -76568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76586.992188 Penalty: 2109.485107
	Iteration 36Q: 3 clusters Score -76586.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76610.437500 Penalty: 2109.485107
	Iteration 37Q: 3 clusters Score -76610.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76615.546875 Penalty: 2109.485107
	Iteration 38Q: 3 clusters Score -76615.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76618.031250 Penalty: 2109.485107
	Iteration 39Q: 3 clusters Score -76618.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76622.984375 Penalty: 2109.485107
	Iteration 40F: 3 clusters Score -76622.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76634.406250 Penalty: 2109.485107
	Iteration 41Q: 3 clusters Score -76634.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76658.992188 Penalty: 2109.485107
	Iteration 42Q: 3 clusters Score -76658.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76678.492188 Penalty: 2109.485107
	Iteration 43Q: 3 clusters Score -76678.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76682.156250 Penalty: 2109.485107
	Iteration 44Q: 3 clusters Score -76682.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76682.796875 Penalty: 2109.485107
	Iteration 45Q: 3 clusters Score -76682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76685.757812 Penalty: 2109.485107
	Iteration 46Q: 3 clusters Score -76685.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76700.757812 Penalty: 2109.485107
	Iteration 47Q: 3 clusters Score -76700.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76704.164062 Penalty: 2109.485107
	Iteration 48Q: 3 clusters Score -76704.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76704.921875 Penalty: 2109.485107
	Iteration 49Q: 3 clusters Score -76704.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76707.437500 Penalty: 2109.485107
	Iteration 50Q: 3 clusters Score -76707.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76711.007812 Penalty: 2109.485107
	Iteration 51Q: 3 clusters Score -76711.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76711.007812 Penalty: 2109.485107
	Iteration 52F: 3 clusters Score -76711.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Entering Unmasked Estep 
Score: -614446.625000 Penalty: 1372.844116
	Iteration 0F: 2 clusters Score -614446.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -610673.375000 Penalty: 2745.688232
	Iteration 0F: 3 clusters Score -610673.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -611625.687500 Penalty: 2745.688232
	Iteration 1F: 3 clusters Score -611625.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -611829.000000 Penalty: 2745.688232
	Iteration 2F: 3 clusters Score -611829 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -612034.937500 Penalty: 2745.688232
	Iteration 3F: 3 clusters Score -612034.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -612208.500000 Penalty: 2745.688232
	Iteration 4Q: 3 clusters Score -612208.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -612385.375000 Penalty: 2745.688232
	Iteration 5Q: 3 clusters Score -612385.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -612562.750000 Penalty: 2745.688232
	Iteration 6Q: 3 clusters Score -612562.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -612704.875000 Penalty: 2745.688232
	Iteration 7Q: 3 clusters Score -612704.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -612849.937500 Penalty: 2745.688232
	Iteration 8Q: 3 clusters Score -612849.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -612967.937500 Penalty: 2745.688232
	Iteration 9Q: 3 clusters Score -612967.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -613080.812500 Penalty: 2745.688232
	Iteration 10Q: 3 clusters Score -613080.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -613180.625000 Penalty: 2745.688232
	Iteration 11Q: 3 clusters Score -613180.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -613266.437500 Penalty: 2745.688232
	Iteration 12Q: 3 clusters Score -613266.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -613337.062500 Penalty: 2745.688232
	Iteration 13Q: 3 clusters Score -613337.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -613394.062500 Penalty: 2745.688232
	Iteration 14Q: 3 clusters Score -613394.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -613438.437500 Penalty: 2745.688232
	Iteration 15Q: 3 clusters Score -613438.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -613482.000000 Penalty: 2745.688232
	Iteration 16Q: 3 clusters Score -613482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -613508.437500 Penalty: 2745.688232
	Iteration 17Q: 3 clusters Score -613508.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -613524.687500 Penalty: 2745.688232
	Iteration 18Q: 3 clusters Score -613524.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -613538.125000 Penalty: 2745.688232
	Iteration 19Q: 3 clusters Score -613538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -613540.187500 Penalty: 2745.688232
	Iteration 20F: 3 clusters Score -613540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -613543.750000 Penalty: 2745.688232
	Iteration 21Q: 3 clusters Score -613543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -613544.750000 Penalty: 2745.688232
	Iteration 22Q: 3 clusters Score -613544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -613544.875000 Penalty: 2745.688232
	Iteration 23Q: 3 clusters Score -613544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -613544.875000 Penalty: 2745.688232
	Iteration 24F: 3 clusters Score -613544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48669.578125 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48669.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47655.921875 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47655.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47818.222656 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47818.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47890.542969 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -47890.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47937.699219 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -47937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47948.289062 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -47948.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47961.714844 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -47961.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47967.808594 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -47967.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47969.726562 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -47969.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47969.726562 Penalty: 1966.928955
	Iteration 8F: 3 clusters Score -47969.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -206071.406250 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -206071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -204420.906250 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -204420.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204903.375000 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -204903.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -205057.187500 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -205057.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -205138.937500 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -205138.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -205193.687500 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -205193.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -205244.468750 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -205244.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -205308.343750 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -205308.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -205348.734375 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -205348.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -205369.390625 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -205369.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205384.687500 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -205384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205399.453125 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -205399.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205408.281250 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -205408.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -205417.375000 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -205417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205425.312500 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -205425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -205428.968750 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -205429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -205430.531250 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -205430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -205430.531250 Penalty: 2347.571045
	Iteration 16F: 3 clusters Score -205430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19367.839844 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19367.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19511.408203 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19511.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19558.564453 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -19558.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19574.591797 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19574.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19586.615234 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19586.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19588.531250 Penalty: 1757.330811
	Iteration 5Q: 3 clusters Score -19588.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19588.531250 Penalty: 1757.330811
	Iteration 6F: 3 clusters Score -19588.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Entering Unmasked Estep 
Score: -5034193.000000 Penalty: 1713.365601
	Iteration 0F: 2 clusters Score -5034193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5008559.500000 Penalty: 3426.731201
	Iteration 0F: 3 clusters Score -5008560 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5018819.500000 Penalty: 3426.731201
	Iteration 1F: 3 clusters Score -5018820 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -5019720.000000 Penalty: 3426.731201
	Iteration 2F: 3 clusters Score -5019720 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5021231.500000 Penalty: 3426.731201
	Iteration 3F: 3 clusters Score -5021232 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5023464.500000 Penalty: 3426.731201
	Iteration 4F: 3 clusters Score -5023464 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5026281.500000 Penalty: 3426.731201
	Iteration 5F: 3 clusters Score -5026282 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5029009.000000 Penalty: 3426.731201
	Iteration 6F: 3 clusters Score -5029009 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5031013.000000 Penalty: 3426.731201
	Iteration 7F: 3 clusters Score -5031013 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5032042.000000 Penalty: 3426.731201
	Iteration 8Q: 3 clusters Score -5032042 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5032541.000000 Penalty: 3426.731201
	Iteration 9Q: 3 clusters Score -5032541 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5032759.500000 Penalty: 3426.731201
	Iteration 10Q: 3 clusters Score -5032760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5032861.000000 Penalty: 3426.731201
	Iteration 11Q: 3 clusters Score -5032861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5032908.500000 Penalty: 3426.731201
	Iteration 12Q: 3 clusters Score -5032908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5032941.500000 Penalty: 3426.731201
	Iteration 13Q: 3 clusters Score -5032942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5032965.000000 Penalty: 3426.731201
	Iteration 14Q: 3 clusters Score -5032965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5032984.000000 Penalty: 3426.731201
	Iteration 15Q: 3 clusters Score -5032984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5033002.500000 Penalty: 3426.731201
	Iteration 16Q: 3 clusters Score -5033002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5033022.500000 Penalty: 3426.731201
	Iteration 17Q: 3 clusters Score -5033022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5033034.500000 Penalty: 3426.731201
	Iteration 18Q: 3 clusters Score -5033034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5033042.000000 Penalty: 3426.731201
	Iteration 19Q: 3 clusters Score -5033042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5033048.000000 Penalty: 3426.731201
	Iteration 20F: 3 clusters Score -5033048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5033050.500000 Penalty: 3426.731201
	Iteration 21Q: 3 clusters Score -5033050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5033051.000000 Penalty: 3426.731201
	Iteration 22Q: 3 clusters Score -5033051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5033047.000000 Penalty: 3426.731201
	Iteration 23Q: 3 clusters Score -5033047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5033055.000000 Penalty: 3426.731201
	Iteration 24Q: 3 clusters Score -5033055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5033057.000000 Penalty: 3426.731201
	Iteration 25Q: 3 clusters Score -5033057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5033062.000000 Penalty: 3426.731201
	Iteration 26Q: 3 clusters Score -5033062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5033063.500000 Penalty: 3426.731201
	Iteration 27Q: 3 clusters Score -5033064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5033057.500000 Penalty: 3426.731201
	Iteration 28Q: 3 clusters Score -5033058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5033059.500000 Penalty: 3426.731201
	Iteration 29Q: 3 clusters Score -5033060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5033059.500000 Penalty: 3426.731201
	Iteration 30F: 3 clusters Score -5033060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Entering Unmasked Estep 
Score: -6281280.500000 Penalty: 1748.525269
	Iteration 0F: 2 clusters Score -6281280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -6250393.000000 Penalty: 3497.050537
	Iteration 0F: 3 clusters Score -6250393 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -6262563.000000 Penalty: 3497.050537
	Iteration 1F: 3 clusters Score -6262563 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6263049.000000 Penalty: 3497.050537
	Iteration 2Q: 3 clusters Score -6263049 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -6263497.500000 Penalty: 3497.050537
	Iteration 3Q: 3 clusters Score -6263498 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6264102.500000 Penalty: 3497.050537
	Iteration 4Q: 3 clusters Score -6264102 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6264738.000000 Penalty: 3497.050537
	Iteration 5Q: 3 clusters Score -6264738 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -6265611.000000 Penalty: 3497.050537
	Iteration 6Q: 3 clusters Score -6265611 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6266759.000000 Penalty: 3497.050537
	Iteration 7F: 3 clusters Score -6266759 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -6268522.500000 Penalty: 3497.050537
	Iteration 8F: 3 clusters Score -6268522 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -6270892.000000 Penalty: 3497.050537
	Iteration 9F: 3 clusters Score -6270892 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -6273297.500000 Penalty: 3497.050537
	Iteration 10F: 3 clusters Score -6273298 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6274492.500000 Penalty: 3497.050537
	Iteration 11F: 3 clusters Score -6274492 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6274917.000000 Penalty: 3497.050537
	Iteration 12Q: 3 clusters Score -6274917 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6275137.500000 Penalty: 3497.050537
	Iteration 13Q: 3 clusters Score -6275138 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6275256.500000 Penalty: 3497.050537
	Iteration 14Q: 3 clusters Score -6275256 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6275401.000000 Penalty: 3497.050537
	Iteration 15Q: 3 clusters Score -6275401 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6275509.000000 Penalty: 3497.050537
	Iteration 16Q: 3 clusters Score -6275509 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6275576.500000 Penalty: 3497.050537
	Iteration 17Q: 3 clusters Score -6275576 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6275652.500000 Penalty: 3497.050537
	Iteration 18Q: 3 clusters Score -6275652 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -6275728.500000 Penalty: 3497.050537
	Iteration 19Q: 3 clusters Score -6275728 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6275834.000000 Penalty: 3497.050537
	Iteration 20F: 3 clusters Score -6275834 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6275882.500000 Penalty: 3497.050537
	Iteration 21Q: 3 clusters Score -6275882 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6275950.000000 Penalty: 3497.050537
	Iteration 22Q: 3 clusters Score -6275950 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6275958.000000 Penalty: 3497.050537
	Iteration 23Q: 3 clusters Score -6275958 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -6275982.000000 Penalty: 3497.050537
	Iteration 24Q: 3 clusters Score -6275982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -6276023.000000 Penalty: 3497.050537
	Iteration 25Q: 3 clusters Score -6276023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6276050.000000 Penalty: 3497.050537
	Iteration 26Q: 3 clusters Score -6276050 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -6276080.500000 Penalty: 3497.050537
	Iteration 27Q: 3 clusters Score -6276080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6276084.000000 Penalty: 3497.050537
	Iteration 28Q: 3 clusters Score -6276084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -6276104.000000 Penalty: 3497.050537
	Iteration 29Q: 3 clusters Score -6276104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6276124.000000 Penalty: 3497.050537
	Iteration 30Q: 3 clusters Score -6276124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6276131.000000 Penalty: 3497.050537
	Iteration 31Q: 3 clusters Score -6276131 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6276140.000000 Penalty: 3497.050537
	Iteration 32Q: 3 clusters Score -6276140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -6276143.000000 Penalty: 3497.050537
	Iteration 33Q: 3 clusters Score -6276143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6276153.500000 Penalty: 3497.050537
	Iteration 34Q: 3 clusters Score -6276154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6276160.000000 Penalty: 3497.050537
	Iteration 35Q: 3 clusters Score -6276160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6276167.000000 Penalty: 3497.050537
	Iteration 36Q: 3 clusters Score -6276167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6276171.000000 Penalty: 3497.050537
	Iteration 37Q: 3 clusters Score -6276171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6276164.000000 Penalty: 3497.050537
	Iteration 38Q: 3 clusters Score -6276164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -6276182.500000 Penalty: 3497.050537
	Iteration 39Q: 3 clusters Score -6276182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6276191.500000 Penalty: 3497.050537
	Iteration 40F: 3 clusters Score -6276192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -6276199.000000 Penalty: 3497.050537
	Iteration 41Q: 3 clusters Score -6276199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -6276194.000000 Penalty: 3497.050537
	Iteration 42Q: 3 clusters Score -6276194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -6276194.000000 Penalty: 3497.050537
	Iteration 43Q: 3 clusters Score -6276194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -6276182.000000 Penalty: 3497.050537
	Iteration 44Q: 3 clusters Score -6276182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6276177.500000 Penalty: 3497.050537
	Iteration 45Q: 3 clusters Score -6276178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6276174.500000 Penalty: 3497.050537
	Iteration 46Q: 3 clusters Score -6276174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6276178.500000 Penalty: 3497.050537
	Iteration 47Q: 3 clusters Score -6276178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -6276180.000000 Penalty: 3497.050537
	Iteration 48Q: 3 clusters Score -6276180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -6276188.000000 Penalty: 3497.050537
	Iteration 49Q: 3 clusters Score -6276188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -6276175.000000 Penalty: 3497.050537
	Iteration 50Q: 3 clusters Score -6276175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -6276177.000000 Penalty: 3497.050537
	Iteration 51Q: 3 clusters Score -6276177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6276173.000000 Penalty: 3497.050537
	Iteration 52Q: 3 clusters Score -6276173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -6276172.500000 Penalty: 3497.050537
	Iteration 53Q: 3 clusters Score -6276172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -6276162.000000 Penalty: 3497.050537
	Iteration 54Q: 3 clusters Score -6276162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -6276173.000000 Penalty: 3497.050537
	Iteration 55Q: 3 clusters Score -6276173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -6276181.500000 Penalty: 3497.050537
	Iteration 56Q: 3 clusters Score -6276182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -6276176.500000 Penalty: 3497.050537
	Iteration 57Q: 3 clusters Score -6276176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -6276181.500000 Penalty: 3497.050537
	Iteration 58Q: 3 clusters Score -6276182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -6276179.000000 Penalty: 3497.050537
	Iteration 59Q: 3 clusters Score -6276179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6276173.000000 Penalty: 3497.050537
	Iteration 60F: 3 clusters Score -6276173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -6276172.500000 Penalty: 3497.050537
	Iteration 61Q: 3 clusters Score -6276172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -6276165.000000 Penalty: 3497.050537
	Iteration 62Q: 3 clusters Score -6276165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6276175.000000 Penalty: 3497.050537
	Iteration 63Q: 3 clusters Score -6276175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -6276169.000000 Penalty: 3497.050537
	Iteration 64Q: 3 clusters Score -6276169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6276179.500000 Penalty: 3497.050537
	Iteration 65Q: 3 clusters Score -6276180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -6276185.500000 Penalty: 3497.050537
	Iteration 66Q: 3 clusters Score -6276186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6276178.500000 Penalty: 3497.050537
	Iteration 67Q: 3 clusters Score -6276178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6276179.500000 Penalty: 3497.050537
	Iteration 68Q: 3 clusters Score -6276180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6276186.000000 Penalty: 3497.050537
	Iteration 69Q: 3 clusters Score -6276186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -6276182.500000 Penalty: 3497.050537
	Iteration 70Q: 3 clusters Score -6276182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -6276184.500000 Penalty: 3497.050537
	Iteration 71Q: 3 clusters Score -6276184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -6276184.500000 Penalty: 3497.050537
	Iteration 72F: 3 clusters Score -6276184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (52197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Entering Unmasked Estep 
Score: -6976816.000000 Penalty: 1765.201782
	Iteration 0F: 2 clusters Score -6976816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6942170.000000 Penalty: 3530.403564
	Iteration 0F: 3 clusters Score -6942170 nChanged 24543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6956117.500000 Penalty: 3530.403564
	Iteration 1F: 3 clusters Score -6956118 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6956960.000000 Penalty: 3530.403564
	Iteration 2Q: 3 clusters Score -6956960 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -6958134.000000 Penalty: 3530.403564
	Iteration 3Q: 3 clusters Score -6958134 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6960023.500000 Penalty: 3530.403564
	Iteration 4F: 3 clusters Score -6960024 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6962774.000000 Penalty: 3530.403564
	Iteration 5F: 3 clusters Score -6962774 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -6965906.000000 Penalty: 3530.403564
	Iteration 6F: 3 clusters Score -6965906 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -6968824.000000 Penalty: 3530.403564
	Iteration 7F: 3 clusters Score -6968824 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6971147.000000 Penalty: 3530.403564
	Iteration 8F: 3 clusters Score -6971147 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6972716.500000 Penalty: 3530.403564
	Iteration 9Q: 3 clusters Score -6972716 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -6973652.000000 Penalty: 3530.403564
	Iteration 10Q: 3 clusters Score -6973652 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -6974200.000000 Penalty: 3530.403564
	Iteration 11Q: 3 clusters Score -6974200 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -6974552.500000 Penalty: 3530.403564
	Iteration 12Q: 3 clusters Score -6974552 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6974772.500000 Penalty: 3530.403564
	Iteration 13Q: 3 clusters Score -6974772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6974922.000000 Penalty: 3530.403564
	Iteration 14Q: 3 clusters Score -6974922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -6974986.500000 Penalty: 3530.403564
	Iteration 15Q: 3 clusters Score -6974986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6975036.500000 Penalty: 3530.403564
	Iteration 16Q: 3 clusters Score -6975036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6975083.000000 Penalty: 3530.403564
	Iteration 17Q: 3 clusters Score -6975083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -6975137.500000 Penalty: 3530.403564
	Iteration 18Q: 3 clusters Score -6975138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -6975166.500000 Penalty: 3530.403564
	Iteration 19Q: 3 clusters Score -6975166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -6975180.000000 Penalty: 3530.403564
	Iteration 20F: 3 clusters Score -6975180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -6975188.000000 Penalty: 3530.403564
	Iteration 21Q: 3 clusters Score -6975188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6975200.500000 Penalty: 3530.403564
	Iteration 22Q: 3 clusters Score -6975200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6975210.000000 Penalty: 3530.403564
	Iteration 23Q: 3 clusters Score -6975210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6975222.000000 Penalty: 3530.403564
	Iteration 24Q: 3 clusters Score -6975222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6975231.000000 Penalty: 3530.403564
	Iteration 25Q: 3 clusters Score -6975231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -6975237.500000 Penalty: 3530.403564
	Iteration 26Q: 3 clusters Score -6975238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6975241.500000 Penalty: 3530.403564
	Iteration 27Q: 3 clusters Score -6975242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -6975252.500000 Penalty: 3530.403564
	Iteration 28Q: 3 clusters Score -6975252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6975253.000000 Penalty: 3530.403564
	Iteration 29Q: 3 clusters Score -6975253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -6975257.500000 Penalty: 3530.403564
	Iteration 30Q: 3 clusters Score -6975258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -6975257.500000 Penalty: 3530.403564
	Iteration 31Q: 3 clusters Score -6975258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6975258.000000 Penalty: 3530.403564
	Iteration 32Q: 3 clusters Score -6975258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6975260.000000 Penalty: 3530.403564
	Iteration 33Q: 3 clusters Score -6975260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6975263.500000 Penalty: 3530.403564
	Iteration 34Q: 3 clusters Score -6975264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6975263.000000 Penalty: 3530.403564
	Iteration 35Q: 3 clusters Score -6975263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6975264.500000 Penalty: 3530.403564
	Iteration 36Q: 3 clusters Score -6975264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6975272.000000 Penalty: 3530.403564
	Iteration 37Q: 3 clusters Score -6975272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -6975276.500000 Penalty: 3530.403564
	Iteration 38Q: 3 clusters Score -6975276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6975272.000000 Penalty: 3530.403564
	Iteration 39Q: 3 clusters Score -6975272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6975272.000000 Penalty: 3530.403564
	Iteration 40F: 3 clusters Score -6975272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -107788.679688 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -107788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106581.859375 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -106581.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106755.429688 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -106755.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106807.187500 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -106807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106835.750000 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -106835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106849.960938 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -106850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106856.640625 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -106856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106862.109375 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -106862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106866.546875 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -106866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106867.046875 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -106867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106867.046875 Penalty: 2124.424805
	Iteration 9F: 3 clusters Score -106867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7938.528809 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7938.529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8042.070312 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8042.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8079.698730 Penalty: 1733.133667
	Iteration 2Q: 3 clusters Score -8079.699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8095.342285 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8095.342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8101.785156 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8101.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8113.936035 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8113.936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8115.022461 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -8115.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8115.022461 Penalty: 1733.133667
	Iteration 7F: 3 clusters Score -8115.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -97681.875000 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -97681.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96425.046875 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -96425.05 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96664.406250 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -96664.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96751.304688 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -96751.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96777.078125 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -96777.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96795.796875 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -96795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96810.414062 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -96810.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96843.734375 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -96843.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96876.554688 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -96876.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96912.390625 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -96912.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96948.164062 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -96948.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97003.851562 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -97003.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97108.960938 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -97108.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97210.398438 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -97210.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97270.625000 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -97270.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97301.734375 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -97301.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97313.335938 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -97313.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97318.578125 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -97318.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97319.046875 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -97319.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97321.257812 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -97321.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97323.546875 Penalty: 2170.052246
	Iteration 19Q: 3 clusters Score -97323.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97324.273438 Penalty: 2170.052246
	Iteration 20F: 3 clusters Score -97324.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -2257536.250000 Penalty: 1586.209717
	Iteration 0F: 2 clusters Score -2257536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2245672.500000 Penalty: 3172.419434
	Iteration 0F: 3 clusters Score -2245672 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2250040.000000 Penalty: 3172.419434
	Iteration 1F: 3 clusters Score -2250040 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2250487.000000 Penalty: 3172.419434
	Iteration 2F: 3 clusters Score -2250487 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2251006.250000 Penalty: 3172.419434
	Iteration 3F: 3 clusters Score -2251006 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2251597.000000 Penalty: 3172.419434
	Iteration 4F: 3 clusters Score -2251597 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2252272.250000 Penalty: 3172.419434
	Iteration 5F: 3 clusters Score -2252272 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2252986.500000 Penalty: 3172.419434
	Iteration 6F: 3 clusters Score -2252986 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2253762.000000 Penalty: 3172.419434
	Iteration 7F: 3 clusters Score -2253762 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2254414.250000 Penalty: 3172.419434
	Iteration 8Q: 3 clusters Score -2254414 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2254904.250000 Penalty: 3172.419434
	Iteration 9Q: 3 clusters Score -2254904 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2255295.000000 Penalty: 3172.419434
	Iteration 10Q: 3 clusters Score -2255295 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2255582.000000 Penalty: 3172.419434
	Iteration 11Q: 3 clusters Score -2255582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2255777.750000 Penalty: 3172.419434
	Iteration 12Q: 3 clusters Score -2255778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2255902.000000 Penalty: 3172.419434
	Iteration 13Q: 3 clusters Score -2255902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2255968.750000 Penalty: 3172.419434
	Iteration 14Q: 3 clusters Score -2255969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2256031.250000 Penalty: 3172.419434
	Iteration 15Q: 3 clusters Score -2256031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2256072.750000 Penalty: 3172.419434
	Iteration 16Q: 3 clusters Score -2256073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2256099.250000 Penalty: 3172.419434
	Iteration 17Q: 3 clusters Score -2256099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2256132.000000 Penalty: 3172.419434
	Iteration 18Q: 3 clusters Score -2256132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2256150.750000 Penalty: 3172.419434
	Iteration 19Q: 3 clusters Score -2256151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2256176.750000 Penalty: 3172.419434
	Iteration 20F: 3 clusters Score -2256177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2256190.750000 Penalty: 3172.419434
	Iteration 21Q: 3 clusters Score -2256191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2256199.000000 Penalty: 3172.419434
	Iteration 22Q: 3 clusters Score -2256199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2256214.500000 Penalty: 3172.419434
	Iteration 23Q: 3 clusters Score -2256214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2256222.000000 Penalty: 3172.419434
	Iteration 24Q: 3 clusters Score -2256222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2256229.000000 Penalty: 3172.419434
	Iteration 25Q: 3 clusters Score -2256229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2256240.250000 Penalty: 3172.419434
	Iteration 26Q: 3 clusters Score -2256240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2256246.500000 Penalty: 3172.419434
	Iteration 27Q: 3 clusters Score -2256246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2256252.250000 Penalty: 3172.419434
	Iteration 28Q: 3 clusters Score -2256252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2256259.000000 Penalty: 3172.419434
	Iteration 29Q: 3 clusters Score -2256259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2256268.000000 Penalty: 3172.419434
	Iteration 30Q: 3 clusters Score -2256268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2256273.000000 Penalty: 3172.419434
	Iteration 31Q: 3 clusters Score -2256273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2256275.250000 Penalty: 3172.419434
	Iteration 32Q: 3 clusters Score -2256275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2256276.500000 Penalty: 3172.419434
	Iteration 33Q: 3 clusters Score -2256276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2256276.000000 Penalty: 3172.419434
	Iteration 34Q: 3 clusters Score -2256276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2256280.500000 Penalty: 3172.419434
	Iteration 35Q: 3 clusters Score -2256280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2256284.000000 Penalty: 3172.419434
	Iteration 36Q: 3 clusters Score -2256284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2256283.000000 Penalty: 3172.419434
	Iteration 37Q: 3 clusters Score -2256283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2256285.250000 Penalty: 3172.419434
	Iteration 38Q: 3 clusters Score -2256285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2256285.250000 Penalty: 3172.419434
	Iteration 39F: 3 clusters Score -2256285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17058.925781 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17058.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17264.097656 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17264.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17396.259766 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17396.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17505.642578 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -17505.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17672.009766 Penalty: 1863.335938
	Iteration 4F: 3 clusters Score -17672.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17727.845703 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17727.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17741.689453 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -17741.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17747.230469 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -17747.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17749.255859 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -17749.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17749.255859 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -17749.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33089.664062 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -33089.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33480.941406 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33480.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33590.210938 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33590.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33649.121094 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -33649.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33706.664062 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33706.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33778.539062 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33778.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33808.648438 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33808.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33814.078125 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33814.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33815.769531 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33815.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33815.769531 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -33815.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -51912.179688 Penalty: 981.541382
	Iteration 0F: 2 clusters Score -51912.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50887.210938 Penalty: 1963.082764
	Iteration 0F: 3 clusters Score -50887.21 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51011.718750 Penalty: 1963.082764
	Iteration 1F: 3 clusters Score -51011.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51044.730469 Penalty: 1963.082764
	Iteration 2Q: 3 clusters Score -51044.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51055.707031 Penalty: 1963.082764
	Iteration 3Q: 3 clusters Score -51055.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51061.324219 Penalty: 1963.082764
	Iteration 4Q: 3 clusters Score -51061.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51064.535156 Penalty: 1963.082764
	Iteration 5Q: 3 clusters Score -51064.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51066.203125 Penalty: 1963.082764
	Iteration 6Q: 3 clusters Score -51066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51066.554688 Penalty: 1963.082764
	Iteration 7Q: 3 clusters Score -51066.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51066.554688 Penalty: 1963.082764
	Iteration 8F: 3 clusters Score -51066.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101280.625000 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101280.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101609.734375 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101609.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101742.664062 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101742.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101798.117188 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101798.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101839.468750 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101839.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101864.414062 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101899.250000 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101899.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101937.859375 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101937.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101977.382812 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -101977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101995.265625 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -101995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102016.140625 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -102016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102041.882812 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -102041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102048.804688 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -102048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102056.351562 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -102056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102061.812500 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -102061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102074.281250 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -102074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102076.125000 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -102076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102078.757812 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -102078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102080.812500 Penalty: 2150.221191
	Iteration 18Q: 3 clusters Score -102080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102081.851562 Penalty: 2150.221191
	Iteration 19Q: 3 clusters Score -102081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102082.289062 Penalty: 2150.221191
	Iteration 20F: 3 clusters Score -102082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1375451.000000 Penalty: 1501.877686
	Iteration 0F: 2 clusters Score -1375451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1368102.625000 Penalty: 3003.755371
	Iteration 0F: 3 clusters Score -1368103 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1370356.500000 Penalty: 3003.755371
	Iteration 1F: 3 clusters Score -1370356 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1370568.250000 Penalty: 3003.755371
	Iteration 2F: 3 clusters Score -1370568 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1370767.500000 Penalty: 3003.755371
	Iteration 3F: 3 clusters Score -1370768 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1370926.625000 Penalty: 3003.755371
	Iteration 4Q: 3 clusters Score -1370927 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1371081.500000 Penalty: 3003.755371
	Iteration 5Q: 3 clusters Score -1371082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1371262.875000 Penalty: 3003.755371
	Iteration 6Q: 3 clusters Score -1371263 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1371469.625000 Penalty: 3003.755371
	Iteration 7Q: 3 clusters Score -1371470 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1371734.000000 Penalty: 3003.755371
	Iteration 8Q: 3 clusters Score -1371734 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1372058.250000 Penalty: 3003.755371
	Iteration 9F: 3 clusters Score -1372058 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1372479.375000 Penalty: 3003.755371
	Iteration 10F: 3 clusters Score -1372479 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1372923.500000 Penalty: 3003.755371
	Iteration 11F: 3 clusters Score -1372924 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1373293.375000 Penalty: 3003.755371
	Iteration 12Q: 3 clusters Score -1373293 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1373600.625000 Penalty: 3003.755371
	Iteration 13Q: 3 clusters Score -1373601 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1373821.875000 Penalty: 3003.755371
	Iteration 14Q: 3 clusters Score -1373822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1373936.250000 Penalty: 3003.755371
	Iteration 15Q: 3 clusters Score -1373936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1374003.375000 Penalty: 3003.755371
	Iteration 16Q: 3 clusters Score -1374003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1374042.125000 Penalty: 3003.755371
	Iteration 17Q: 3 clusters Score -1374042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1374071.000000 Penalty: 3003.755371
	Iteration 18Q: 3 clusters Score -1374071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1374101.125000 Penalty: 3003.755371
	Iteration 19Q: 3 clusters Score -1374101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1374115.625000 Penalty: 3003.755371
	Iteration 20F: 3 clusters Score -1374116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1374123.625000 Penalty: 3003.755371
	Iteration 21Q: 3 clusters Score -1374124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1374131.875000 Penalty: 3003.755371
	Iteration 22Q: 3 clusters Score -1374132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1374135.500000 Penalty: 3003.755371
	Iteration 23Q: 3 clusters Score -1374136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1374138.500000 Penalty: 3003.755371
	Iteration 24Q: 3 clusters Score -1374138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1374142.000000 Penalty: 3003.755371
	Iteration 25Q: 3 clusters Score -1374142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1374146.500000 Penalty: 3003.755371
	Iteration 26Q: 3 clusters Score -1374146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1374154.875000 Penalty: 3003.755371
	Iteration 27Q: 3 clusters Score -1374155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1374154.375000 Penalty: 3003.755371
	Iteration 28Q: 3 clusters Score -1374154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1374154.375000 Penalty: 3003.755371
	Iteration 29F: 3 clusters Score -1374154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (92077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Entering Unmasked Estep 
Score: -12268581.000000 Penalty: 1857.436890
	Iteration 0F: 2 clusters Score -1.226858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -12217374.000000 Penalty: 3714.873779
	Iteration 0F: 3 clusters Score -1.221737e+07 nChanged 44074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -12243622.000000 Penalty: 3714.873779
	Iteration 1F: 3 clusters Score -1.224362e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -12245367.000000 Penalty: 3714.873779
	Iteration 2Q: 3 clusters Score -1.224537e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -12247957.000000 Penalty: 3714.873779
	Iteration 3F: 3 clusters Score -1.224796e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -12251657.000000 Penalty: 3714.873779
	Iteration 4F: 3 clusters Score -1.225166e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -12255815.000000 Penalty: 3714.873779
	Iteration 5F: 3 clusters Score -1.225582e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -12260239.000000 Penalty: 3714.873779
	Iteration 6F: 3 clusters Score -1.226024e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -12264361.000000 Penalty: 3714.873779
	Iteration 7F: 3 clusters Score -1.226436e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -12266847.000000 Penalty: 3714.873779
	Iteration 8Q: 3 clusters Score -1.226685e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -12268231.000000 Penalty: 3714.873779
	Iteration 9Q: 3 clusters Score -1.226823e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -12268844.000000 Penalty: 3714.873779
	Iteration 10Q: 3 clusters Score -1.226884e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -12269227.000000 Penalty: 3714.873779
	Iteration 11Q: 3 clusters Score -1.226923e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -12269286.000000 Penalty: 3714.873779
	Iteration 12Q: 3 clusters Score -1.226929e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -12269181.000000 Penalty: 3714.873779
	Iteration 13Q: 3 clusters Score -1.226918e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -12268746.000000 Penalty: 3714.873779
	Iteration 14Q: 3 clusters Score -1.226875e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -12268327.000000 Penalty: 3714.873779
	Iteration 15Q: 3 clusters Score -1.226833e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -12268070.000000 Penalty: 3714.873779
	Iteration 16Q: 3 clusters Score -1.226807e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12267834.000000 Penalty: 3714.873779
	Iteration 17Q: 3 clusters Score -1.226783e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12267617.000000 Penalty: 3714.873779
	Iteration 18Q: 3 clusters Score -1.226762e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12267508.000000 Penalty: 3714.873779
	Iteration 19Q: 3 clusters Score -1.226751e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12267635.000000 Penalty: 3714.873779
	Iteration 20F: 3 clusters Score -1.226764e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12267602.000000 Penalty: 3714.873779
	Iteration 21Q: 3 clusters Score -1.22676e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12267525.000000 Penalty: 3714.873779
	Iteration 22Q: 3 clusters Score -1.226752e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12267478.000000 Penalty: 3714.873779
	Iteration 23Q: 3 clusters Score -1.226748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12267454.000000 Penalty: 3714.873779
	Iteration 24Q: 3 clusters Score -1.226745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12267443.000000 Penalty: 3714.873779
	Iteration 25Q: 3 clusters Score -1.226744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12267441.000000 Penalty: 3714.873779
	Iteration 26Q: 3 clusters Score -1.226744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12267422.000000 Penalty: 3714.873779
	Iteration 27Q: 3 clusters Score -1.226742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12267407.000000 Penalty: 3714.873779
	Iteration 28Q: 3 clusters Score -1.226741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12267408.000000 Penalty: 3714.873779
	Iteration 29Q: 3 clusters Score -1.226741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12267397.000000 Penalty: 3714.873779
	Iteration 30Q: 3 clusters Score -1.22674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12267410.000000 Penalty: 3714.873779
	Iteration 31Q: 3 clusters Score -1.226741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12267418.000000 Penalty: 3714.873779
	Iteration 32Q: 3 clusters Score -1.226742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12267423.000000 Penalty: 3714.873779
	Iteration 33Q: 3 clusters Score -1.226742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12267421.000000 Penalty: 3714.873779
	Iteration 34Q: 3 clusters Score -1.226742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12267420.000000 Penalty: 3714.873779
	Iteration 35Q: 3 clusters Score -1.226742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12267418.000000 Penalty: 3714.873779
	Iteration 36Q: 3 clusters Score -1.226742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12267419.000000 Penalty: 3714.873779
	Iteration 37Q: 3 clusters Score -1.226742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12267419.000000 Penalty: 3714.873779
	Iteration 38F: 3 clusters Score -1.226742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35598.875000 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35598.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35754.636719 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35754.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35809.941406 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35809.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35835.585938 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35835.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35842.996094 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35848.000000 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35848.558594 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35848.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35848.558594 Penalty: 1923.640503
	Iteration 7F: 3 clusters Score -35848.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Entering Unmasked Estep 
Score: -1662904.125000 Penalty: 1530.729126
	Iteration 0F: 2 clusters Score -1662904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1654206.750000 Penalty: 3061.458252
	Iteration 0F: 3 clusters Score -1654207 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1657127.500000 Penalty: 3061.458252
	Iteration 1F: 3 clusters Score -1657128 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1657338.500000 Penalty: 3061.458252
	Iteration 2F: 3 clusters Score -1657338 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1657491.500000 Penalty: 3061.458252
	Iteration 3Q: 3 clusters Score -1657492 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1657584.750000 Penalty: 3061.458252
	Iteration 4Q: 3 clusters Score -1657585 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1657655.625000 Penalty: 3061.458252
	Iteration 5Q: 3 clusters Score -1657656 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1657713.250000 Penalty: 3061.458252
	Iteration 6Q: 3 clusters Score -1657713 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1657765.375000 Penalty: 3061.458252
	Iteration 7Q: 3 clusters Score -1657765 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1657796.875000 Penalty: 3061.458252
	Iteration 8Q: 3 clusters Score -1657797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1657830.625000 Penalty: 3061.458252
	Iteration 9Q: 3 clusters Score -1657831 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1657866.250000 Penalty: 3061.458252
	Iteration 10Q: 3 clusters Score -1657866 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1657907.500000 Penalty: 3061.458252
	Iteration 11Q: 3 clusters Score -1657908 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1657949.625000 Penalty: 3061.458252
	Iteration 12Q: 3 clusters Score -1657950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1657989.250000 Penalty: 3061.458252
	Iteration 13Q: 3 clusters Score -1657989 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1658029.625000 Penalty: 3061.458252
	Iteration 14Q: 3 clusters Score -1658030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1658080.500000 Penalty: 3061.458252
	Iteration 15Q: 3 clusters Score -1658080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1658145.875000 Penalty: 3061.458252
	Iteration 16Q: 3 clusters Score -1658146 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1658227.625000 Penalty: 3061.458252
	Iteration 17Q: 3 clusters Score -1658228 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1658313.500000 Penalty: 3061.458252
	Iteration 18Q: 3 clusters Score -1658314 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1658430.750000 Penalty: 3061.458252
	Iteration 19Q: 3 clusters Score -1658431 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1658611.625000 Penalty: 3061.458252
	Iteration 20F: 3 clusters Score -1658612 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1658843.875000 Penalty: 3061.458252
	Iteration 21Q: 3 clusters Score -1658844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1659161.000000 Penalty: 3061.458252
	Iteration 22Q: 3 clusters Score -1659161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1659525.750000 Penalty: 3061.458252
	Iteration 23Q: 3 clusters Score -1659526 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1659935.875000 Penalty: 3061.458252
	Iteration 24Q: 3 clusters Score -1659936 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1660257.250000 Penalty: 3061.458252
	Iteration 25Q: 3 clusters Score -1660257 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1660504.375000 Penalty: 3061.458252
	Iteration 26Q: 3 clusters Score -1660504 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1660713.125000 Penalty: 3061.458252
	Iteration 27Q: 3 clusters Score -1660713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1660873.875000 Penalty: 3061.458252
	Iteration 28Q: 3 clusters Score -1660874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1661018.125000 Penalty: 3061.458252
	Iteration 29Q: 3 clusters Score -1661018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1661139.250000 Penalty: 3061.458252
	Iteration 30Q: 3 clusters Score -1661139 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1661234.000000 Penalty: 3061.458252
	Iteration 31Q: 3 clusters Score -1661234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1661306.500000 Penalty: 3061.458252
	Iteration 32Q: 3 clusters Score -1661306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1661362.000000 Penalty: 3061.458252
	Iteration 33Q: 3 clusters Score -1661362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1661406.750000 Penalty: 3061.458252
	Iteration 34Q: 3 clusters Score -1661407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1661435.750000 Penalty: 3061.458252
	Iteration 35Q: 3 clusters Score -1661436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1661462.625000 Penalty: 3061.458252
	Iteration 36Q: 3 clusters Score -1661463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1661484.375000 Penalty: 3061.458252
	Iteration 37Q: 3 clusters Score -1661484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1661496.250000 Penalty: 3061.458252
	Iteration 38Q: 3 clusters Score -1661496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1661503.625000 Penalty: 3061.458252
	Iteration 39Q: 3 clusters Score -1661504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1661504.750000 Penalty: 3061.458252
	Iteration 40F: 3 clusters Score -1661505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1661516.000000 Penalty: 3061.458252
	Iteration 41Q: 3 clusters Score -1661516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1661524.750000 Penalty: 3061.458252
	Iteration 42Q: 3 clusters Score -1661525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1661532.500000 Penalty: 3061.458252
	Iteration 43Q: 3 clusters Score -1661532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1661536.750000 Penalty: 3061.458252
	Iteration 44Q: 3 clusters Score -1661537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1661538.500000 Penalty: 3061.458252
	Iteration 45Q: 3 clusters Score -1661538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1661542.000000 Penalty: 3061.458252
	Iteration 46Q: 3 clusters Score -1661542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1661543.875000 Penalty: 3061.458252
	Iteration 47Q: 3 clusters Score -1661544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1661547.625000 Penalty: 3061.458252
	Iteration 48Q: 3 clusters Score -1661548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1661547.250000 Penalty: 3061.458252
	Iteration 49Q: 3 clusters Score -1661547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1661550.750000 Penalty: 3061.458252
	Iteration 50Q: 3 clusters Score -1661551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1661548.750000 Penalty: 3061.458252
	Iteration 51Q: 3 clusters Score -1661549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1661548.750000 Penalty: 3061.458252
	Iteration 52F: 3 clusters Score -1661549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (84405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Entering Unmasked Estep 
Score: -11243522.000000 Penalty: 1843.299561
	Iteration 0F: 2 clusters Score -1.124352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -11191858.000000 Penalty: 3686.599121
	Iteration 0F: 3 clusters Score -1.119186e+07 nChanged 40215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -11215245.000000 Penalty: 3686.599121
	Iteration 1F: 3 clusters Score -1.121524e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -11216185.000000 Penalty: 3686.599121
	Iteration 2Q: 3 clusters Score -1.121618e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -11217216.000000 Penalty: 3686.599121
	Iteration 3Q: 3 clusters Score -1.121722e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -11218969.000000 Penalty: 3686.599121
	Iteration 4Q: 3 clusters Score -1.121897e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -11221361.000000 Penalty: 3686.599121
	Iteration 5F: 3 clusters Score -1.122136e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -11224704.000000 Penalty: 3686.599121
	Iteration 6F: 3 clusters Score -1.12247e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -11228654.000000 Penalty: 3686.599121
	Iteration 7F: 3 clusters Score -1.122865e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -11232377.000000 Penalty: 3686.599121
	Iteration 8F: 3 clusters Score -1.123238e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -11235455.000000 Penalty: 3686.599121
	Iteration 9F: 3 clusters Score -1.123546e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -11237671.000000 Penalty: 3686.599121
	Iteration 10Q: 3 clusters Score -1.123767e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -11239047.000000 Penalty: 3686.599121
	Iteration 11Q: 3 clusters Score -1.123905e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -11240048.000000 Penalty: 3686.599121
	Iteration 12Q: 3 clusters Score -1.124005e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -11240750.000000 Penalty: 3686.599121
	Iteration 13Q: 3 clusters Score -1.124075e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -11241146.000000 Penalty: 3686.599121
	Iteration 14Q: 3 clusters Score -1.124115e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -11241453.000000 Penalty: 3686.599121
	Iteration 15Q: 3 clusters Score -1.124145e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -11241644.000000 Penalty: 3686.599121
	Iteration 16Q: 3 clusters Score -1.124164e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -11241716.000000 Penalty: 3686.599121
	Iteration 17Q: 3 clusters Score -1.124172e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -11241807.000000 Penalty: 3686.599121
	Iteration 18Q: 3 clusters Score -1.124181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11241839.000000 Penalty: 3686.599121
	Iteration 19Q: 3 clusters Score -1.124184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -11241844.000000 Penalty: 3686.599121
	Iteration 20F: 3 clusters Score -1.124184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -11241850.000000 Penalty: 3686.599121
	Iteration 21Q: 3 clusters Score -1.124185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -11241881.000000 Penalty: 3686.599121
	Iteration 22Q: 3 clusters Score -1.124188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -11241884.000000 Penalty: 3686.599121
	Iteration 23Q: 3 clusters Score -1.124188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -11241891.000000 Penalty: 3686.599121
	Iteration 24Q: 3 clusters Score -1.124189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -11241901.000000 Penalty: 3686.599121
	Iteration 25Q: 3 clusters Score -1.12419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -11241905.000000 Penalty: 3686.599121
	Iteration 26Q: 3 clusters Score -1.12419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -11241903.000000 Penalty: 3686.599121
	Iteration 27Q: 3 clusters Score -1.12419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -11241905.000000 Penalty: 3686.599121
	Iteration 28Q: 3 clusters Score -1.12419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -11241902.000000 Penalty: 3686.599121
	Iteration 29Q: 3 clusters Score -1.12419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -11241898.000000 Penalty: 3686.599121
	Iteration 30Q: 3 clusters Score -1.12419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -11241898.000000 Penalty: 3686.599121
	Iteration 31F: 3 clusters Score -1.12419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 26386 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15598 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2455 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17985 members 
Mstep: Class 30 contains 4789 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4667 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37941 members 
Mstep: Class 37 contains 47106 members 
Mstep: Class 38 contains 52197 members 
Mstep: Class 39 contains 690 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10325 members 
Mstep: Class 48 contains 92077 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12331 members 
Mstep: Class 51 contains 84405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977904.000000 Penalty: 113252.593750
Iteration 359Q: 53 clusters Score -8.59779e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14825 members 
Mstep: Class 11 contains 26392 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43019 members 
Mstep: Class 20 contains 15489 members 
Mstep: Class 21 contains 64773 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15599 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17596 members 
Mstep: Class 30 contains 4884 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4666 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37948 members 
Mstep: Class 37 contains 47037 members 
Mstep: Class 38 contains 52646 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17337 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10330 members 
Mstep: Class 48 contains 92033 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12381 members 
Mstep: Class 51 contains 84224 members 
Mstep: Class 52 contains 13467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978096.000000 Penalty: 113252.593750
Iteration 360F: 53 clusters Score -8.59781e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14811 members 
Mstep: Class 11 contains 26389 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18631 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43146 members 
Mstep: Class 20 contains 15497 members 
Mstep: Class 21 contains 64801 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15597 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 17193 members 
Mstep: Class 30 contains 4991 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4665 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37960 members 
Mstep: Class 37 contains 46965 members 
Mstep: Class 38 contains 53121 members 
Mstep: Class 39 contains 675 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17326 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10321 members 
Mstep: Class 48 contains 92000 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12436 members 
Mstep: Class 51 contains 84026 members 
Mstep: Class 52 contains 13484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978176.000000 Penalty: 113252.593750
Iteration 361Q: 53 clusters Score -8.597818e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 26382 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43259 members 
Mstep: Class 20 contains 15507 members 
Mstep: Class 21 contains 64829 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15594 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 16818 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37963 members 
Mstep: Class 37 contains 46902 members 
Mstep: Class 38 contains 53540 members 
Mstep: Class 39 contains 672 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17314 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10326 members 
Mstep: Class 48 contains 91996 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12492 members 
Mstep: Class 51 contains 83839 members 
Mstep: Class 52 contains 13485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978200.000000 Penalty: 113252.593750
Iteration 362Q: 53 clusters Score -8.59782e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 26381 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18453 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43369 members 
Mstep: Class 20 contains 15510 members 
Mstep: Class 21 contains 64842 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15590 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 16448 members 
Mstep: Class 30 contains 5149 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4664 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 37991 members 
Mstep: Class 37 contains 46871 members 
Mstep: Class 38 contains 53893 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17313 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10321 members 
Mstep: Class 48 contains 92080 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12547 members 
Mstep: Class 51 contains 83640 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978240.000000 Penalty: 113252.593750
Iteration 363Q: 53 clusters Score -8.597824e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 26378 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18371 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30314 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43445 members 
Mstep: Class 20 contains 15512 members 
Mstep: Class 21 contains 64847 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15587 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2471 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 16071 members 
Mstep: Class 30 contains 5219 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4660 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38026 members 
Mstep: Class 37 contains 46882 members 
Mstep: Class 38 contains 54244 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17296 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10309 members 
Mstep: Class 48 contains 92135 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12586 members 
Mstep: Class 51 contains 83487 members 
Mstep: Class 52 contains 13483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978512.000000 Penalty: 113252.593750
Iteration 364Q: 53 clusters Score -8.597851e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 26373 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18306 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30347 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 64850 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 15679 members 
Mstep: Class 30 contains 5285 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4660 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38048 members 
Mstep: Class 37 contains 46894 members 
Mstep: Class 38 contains 54609 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17274 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10298 members 
Mstep: Class 48 contains 92178 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12628 members 
Mstep: Class 51 contains 83362 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978448.000000 Penalty: 113252.593750
Iteration 365Q: 53 clusters Score -8.597845e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 26371 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30362 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43534 members 
Mstep: Class 20 contains 15506 members 
Mstep: Class 21 contains 64852 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 15306 members 
Mstep: Class 30 contains 5350 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4661 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38079 members 
Mstep: Class 37 contains 46894 members 
Mstep: Class 38 contains 54983 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17244 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10280 members 
Mstep: Class 48 contains 92223 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12677 members 
Mstep: Class 51 contains 83232 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978552.000000 Penalty: 113252.593750
Iteration 366Q: 53 clusters Score -8.597855e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 26369 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18207 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30383 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43581 members 
Mstep: Class 20 contains 15502 members 
Mstep: Class 21 contains 64861 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15579 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 14905 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38109 members 
Mstep: Class 37 contains 46888 members 
Mstep: Class 38 contains 55339 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17223 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10264 members 
Mstep: Class 48 contains 92267 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12697 members 
Mstep: Class 51 contains 83131 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978576.000000 Penalty: 113252.593750
Iteration 367Q: 53 clusters Score -8.597858e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 26361 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30404 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43623 members 
Mstep: Class 20 contains 15502 members 
Mstep: Class 21 contains 64872 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15578 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 14521 members 
Mstep: Class 30 contains 5506 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4669 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38145 members 
Mstep: Class 37 contains 46885 members 
Mstep: Class 38 contains 55670 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17205 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10241 members 
Mstep: Class 48 contains 92286 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12725 members 
Mstep: Class 51 contains 83061 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978504.000000 Penalty: 113252.593750
Iteration 368Q: 53 clusters Score -8.59785e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 26358 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18119 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30418 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43656 members 
Mstep: Class 20 contains 15495 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 14130 members 
Mstep: Class 30 contains 5566 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4671 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38198 members 
Mstep: Class 37 contains 46891 members 
Mstep: Class 38 contains 55988 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 17191 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10226 members 
Mstep: Class 48 contains 92314 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12739 members 
Mstep: Class 51 contains 82989 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978392.000000 Penalty: 113252.593750
Iteration 369Q: 53 clusters Score -8.597839e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 26343 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18094 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30447 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 15494 members 
Mstep: Class 21 contains 64889 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 13799 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4672 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38215 members 
Mstep: Class 37 contains 46905 members 
Mstep: Class 38 contains 56291 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17171 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10209 members 
Mstep: Class 48 contains 92286 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12728 members 
Mstep: Class 51 contains 82942 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978416.000000 Penalty: 113252.593750
Iteration 370Q: 53 clusters Score -8.597842e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11410 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 26331 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18054 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30494 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 15497 members 
Mstep: Class 21 contains 64900 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 13490 members 
Mstep: Class 30 contains 5743 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4675 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38244 members 
Mstep: Class 37 contains 46924 members 
Mstep: Class 38 contains 56560 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17144 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10196 members 
Mstep: Class 48 contains 92276 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12730 members 
Mstep: Class 51 contains 82866 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978520.000000 Penalty: 113252.593750
Iteration 371Q: 53 clusters Score -8.597852e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11409 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 26331 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30533 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43781 members 
Mstep: Class 20 contains 15497 members 
Mstep: Class 21 contains 64917 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15584 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 13155 members 
Mstep: Class 30 contains 5792 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4672 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38273 members 
Mstep: Class 37 contains 46943 members 
Mstep: Class 38 contains 56822 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17121 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10183 members 
Mstep: Class 48 contains 92323 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12751 members 
Mstep: Class 51 contains 82760 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978424.000000 Penalty: 113252.593750
Iteration 372Q: 53 clusters Score -8.597842e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11404 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 26322 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30593 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43798 members 
Mstep: Class 20 contains 15496 members 
Mstep: Class 21 contains 64934 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15586 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 12809 members 
Mstep: Class 30 contains 5867 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4676 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38310 members 
Mstep: Class 37 contains 46948 members 
Mstep: Class 38 contains 57097 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17100 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10160 members 
Mstep: Class 48 contains 92357 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12736 members 
Mstep: Class 51 contains 82712 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978448.000000 Penalty: 113252.593750
Iteration 373Q: 53 clusters Score -8.597845e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 26319 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17905 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30604 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43842 members 
Mstep: Class 20 contains 15494 members 
Mstep: Class 21 contains 64945 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 12471 members 
Mstep: Class 30 contains 5965 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4680 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38340 members 
Mstep: Class 37 contains 46950 members 
Mstep: Class 38 contains 57385 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17072 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10133 members 
Mstep: Class 48 contains 92387 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12743 members 
Mstep: Class 51 contains 82652 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978616.000000 Penalty: 113252.593750
Iteration 374Q: 53 clusters Score -8.597862e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 26314 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17858 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30615 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43881 members 
Mstep: Class 20 contains 15490 members 
Mstep: Class 21 contains 64957 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15575 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 12118 members 
Mstep: Class 30 contains 6061 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4686 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38373 members 
Mstep: Class 37 contains 46935 members 
Mstep: Class 38 contains 57661 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17052 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10097 members 
Mstep: Class 48 contains 92442 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12770 members 
Mstep: Class 51 contains 82599 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978616.000000 Penalty: 113252.593750
Iteration 375Q: 53 clusters Score -8.597862e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 26311 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17813 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30627 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43930 members 
Mstep: Class 20 contains 15483 members 
Mstep: Class 21 contains 64970 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 11763 members 
Mstep: Class 30 contains 6153 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4692 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38403 members 
Mstep: Class 37 contains 46940 members 
Mstep: Class 38 contains 57903 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17024 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10075 members 
Mstep: Class 48 contains 92471 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12796 members 
Mstep: Class 51 contains 82565 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978520.000000 Penalty: 113252.593750
Iteration 376Q: 53 clusters Score -8.597852e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11377 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 26311 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17765 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30639 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43989 members 
Mstep: Class 20 contains 15472 members 
Mstep: Class 21 contains 64969 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15583 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 11413 members 
Mstep: Class 30 contains 6238 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4694 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38430 members 
Mstep: Class 37 contains 46956 members 
Mstep: Class 38 contains 58166 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 17005 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10055 members 
Mstep: Class 48 contains 92477 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12814 members 
Mstep: Class 51 contains 82537 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978488.000000 Penalty: 113252.593750
Iteration 377Q: 53 clusters Score -8.597849e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14701 members 
Mstep: Class 11 contains 26308 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17715 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30649 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44032 members 
Mstep: Class 20 contains 15459 members 
Mstep: Class 21 contains 64973 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15579 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 11091 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4694 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38444 members 
Mstep: Class 37 contains 46986 members 
Mstep: Class 38 contains 58451 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16980 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10030 members 
Mstep: Class 48 contains 92435 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12855 members 
Mstep: Class 51 contains 82530 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978256.000000 Penalty: 113252.593750
Iteration 378Q: 53 clusters Score -8.597826e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 11 contains 26302 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17660 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30671 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44071 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 64984 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15572 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 10793 members 
Mstep: Class 30 contains 6371 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4689 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38462 members 
Mstep: Class 37 contains 47015 members 
Mstep: Class 38 contains 58734 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16959 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 10011 members 
Mstep: Class 48 contains 92400 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12876 members 
Mstep: Class 51 contains 82507 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978152.000000 Penalty: 113252.593750
Iteration 379Q: 53 clusters Score -8.597815e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 26299 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17625 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30691 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44099 members 
Mstep: Class 20 contains 15437 members 
Mstep: Class 21 contains 64994 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15564 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 10520 members 
Mstep: Class 30 contains 6444 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4689 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38475 members 
Mstep: Class 37 contains 47051 members 
Mstep: Class 38 contains 59006 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16949 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9985 members 
Mstep: Class 48 contains 92335 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12893 members 
Mstep: Class 51 contains 82480 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978208.000000 Penalty: 113252.593750
Iteration 380F: 53 clusters Score -8.597821e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14686 members 
Mstep: Class 11 contains 26298 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30730 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44124 members 
Mstep: Class 20 contains 15432 members 
Mstep: Class 21 contains 65005 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15559 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 6519 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4687 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38496 members 
Mstep: Class 37 contains 47068 members 
Mstep: Class 38 contains 59289 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16935 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9963 members 
Mstep: Class 48 contains 92237 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12888 members 
Mstep: Class 51 contains 82454 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978232.000000 Penalty: 113252.593750
Iteration 381Q: 53 clusters Score -8.597823e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 26293 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30768 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44149 members 
Mstep: Class 20 contains 15426 members 
Mstep: Class 21 contains 65018 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15557 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 10041 members 
Mstep: Class 30 contains 6602 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4684 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 47084 members 
Mstep: Class 38 contains 59573 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16914 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9948 members 
Mstep: Class 48 contains 92106 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12915 members 
Mstep: Class 51 contains 82399 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978264.000000 Penalty: 113252.593750
Iteration 382Q: 53 clusters Score -8.597826e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 26288 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30803 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44151 members 
Mstep: Class 20 contains 15427 members 
Mstep: Class 21 contains 65025 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15551 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 9837 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4680 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38543 members 
Mstep: Class 37 contains 47097 members 
Mstep: Class 38 contains 59852 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16904 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9916 members 
Mstep: Class 48 contains 92000 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12947 members 
Mstep: Class 51 contains 82329 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978472.000000 Penalty: 113252.593750
Iteration 383Q: 53 clusters Score -8.597847e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 26279 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17479 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44166 members 
Mstep: Class 20 contains 15422 members 
Mstep: Class 21 contains 65025 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15548 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 9641 members 
Mstep: Class 30 contains 6759 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4680 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38564 members 
Mstep: Class 37 contains 47097 members 
Mstep: Class 38 contains 60142 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16886 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9885 members 
Mstep: Class 48 contains 91924 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12968 members 
Mstep: Class 51 contains 82232 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978624.000000 Penalty: 113252.593750
Iteration 384Q: 53 clusters Score -8.597862e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 26279 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30903 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44167 members 
Mstep: Class 20 contains 15415 members 
Mstep: Class 21 contains 65024 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15539 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 9451 members 
Mstep: Class 30 contains 6847 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4678 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38586 members 
Mstep: Class 37 contains 47096 members 
Mstep: Class 38 contains 60415 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16859 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9863 members 
Mstep: Class 48 contains 91849 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13007 members 
Mstep: Class 51 contains 82126 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978776.000000 Penalty: 113252.593750
Iteration 385Q: 53 clusters Score -8.597878e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 30957 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44155 members 
Mstep: Class 20 contains 15408 members 
Mstep: Class 21 contains 65022 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15537 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 9266 members 
Mstep: Class 30 contains 6945 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4674 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38605 members 
Mstep: Class 37 contains 47104 members 
Mstep: Class 38 contains 60677 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16838 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9848 members 
Mstep: Class 48 contains 91795 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13039 members 
Mstep: Class 51 contains 81996 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979120.000000 Penalty: 113252.593750
Iteration 386Q: 53 clusters Score -8.597912e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14692 members 
Mstep: Class 11 contains 26261 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31010 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44171 members 
Mstep: Class 20 contains 15398 members 
Mstep: Class 21 contains 65021 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15529 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 9082 members 
Mstep: Class 30 contains 7028 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4670 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38634 members 
Mstep: Class 37 contains 47100 members 
Mstep: Class 38 contains 60920 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16830 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9836 members 
Mstep: Class 48 contains 91780 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13071 members 
Mstep: Class 51 contains 81844 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979160.000000 Penalty: 113252.593750
Iteration 387Q: 53 clusters Score -8.597916e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 11 contains 26253 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31074 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44182 members 
Mstep: Class 20 contains 15389 members 
Mstep: Class 21 contains 65018 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15537 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 8874 members 
Mstep: Class 30 contains 7107 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4666 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38660 members 
Mstep: Class 37 contains 47097 members 
Mstep: Class 38 contains 61121 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16800 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9845 members 
Mstep: Class 48 contains 91782 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13092 members 
Mstep: Class 51 contains 81721 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979096.000000 Penalty: 113252.593750
Iteration 388Q: 53 clusters Score -8.59791e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 26247 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31118 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44195 members 
Mstep: Class 20 contains 15380 members 
Mstep: Class 21 contains 65024 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15530 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 8691 members 
Mstep: Class 30 contains 7205 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38687 members 
Mstep: Class 37 contains 47094 members 
Mstep: Class 38 contains 61315 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16774 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9847 members 
Mstep: Class 48 contains 91763 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13100 members 
Mstep: Class 51 contains 81626 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978912.000000 Penalty: 113252.593750
Iteration 389Q: 53 clusters Score -8.597891e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 26238 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31170 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44183 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 65025 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15530 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 8490 members 
Mstep: Class 30 contains 7295 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4658 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38703 members 
Mstep: Class 37 contains 47095 members 
Mstep: Class 38 contains 61526 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16752 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9841 members 
Mstep: Class 48 contains 91734 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13108 members 
Mstep: Class 51 contains 81577 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979136.000000 Penalty: 113252.593750
Iteration 390Q: 53 clusters Score -8.597914e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 26233 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17194 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44190 members 
Mstep: Class 20 contains 15364 members 
Mstep: Class 21 contains 65024 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15534 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 8306 members 
Mstep: Class 30 contains 7380 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4655 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38731 members 
Mstep: Class 37 contains 47090 members 
Mstep: Class 38 contains 61734 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16732 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9831 members 
Mstep: Class 48 contains 91724 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13095 members 
Mstep: Class 51 contains 81511 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979080.000000 Penalty: 113252.593750
Iteration 391Q: 53 clusters Score -8.597908e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 11 contains 26228 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17153 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31247 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44213 members 
Mstep: Class 20 contains 15367 members 
Mstep: Class 21 contains 65018 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15533 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 8128 members 
Mstep: Class 30 contains 7456 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38753 members 
Mstep: Class 37 contains 47082 members 
Mstep: Class 38 contains 61895 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16709 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9834 members 
Mstep: Class 48 contains 91745 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13087 members 
Mstep: Class 51 contains 81422 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979216.000000 Penalty: 113252.593750
Iteration 392Q: 53 clusters Score -8.597922e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14717 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17103 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31300 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44241 members 
Mstep: Class 20 contains 15363 members 
Mstep: Class 21 contains 65003 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15536 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 7946 members 
Mstep: Class 30 contains 7516 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4645 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38767 members 
Mstep: Class 37 contains 47081 members 
Mstep: Class 38 contains 62031 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16697 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9834 members 
Mstep: Class 48 contains 91790 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13075 members 
Mstep: Class 51 contains 81361 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979112.000000 Penalty: 113252.593750
Iteration 393Q: 53 clusters Score -8.597911e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17049 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31360 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44254 members 
Mstep: Class 20 contains 15360 members 
Mstep: Class 21 contains 64987 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15530 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 7768 members 
Mstep: Class 30 contains 7592 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4642 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38792 members 
Mstep: Class 37 contains 47076 members 
Mstep: Class 38 contains 62147 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16691 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9821 members 
Mstep: Class 48 contains 91828 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13062 members 
Mstep: Class 51 contains 81328 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978912.000000 Penalty: 113252.593750
Iteration 394Q: 53 clusters Score -8.597891e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 26218 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 17004 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31418 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44252 members 
Mstep: Class 20 contains 15355 members 
Mstep: Class 21 contains 64989 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15527 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 7656 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4633 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38819 members 
Mstep: Class 37 contains 47065 members 
Mstep: Class 38 contains 62238 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16686 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9803 members 
Mstep: Class 48 contains 91849 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13048 members 
Mstep: Class 51 contains 81342 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978944.000000 Penalty: 113252.593750
Iteration 395Q: 53 clusters Score -8.597894e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 26217 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16947 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31496 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 15351 members 
Mstep: Class 21 contains 64990 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15520 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 7434 members 
Mstep: Class 30 contains 7718 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4621 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38836 members 
Mstep: Class 37 contains 47054 members 
Mstep: Class 38 contains 62327 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16682 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9794 members 
Mstep: Class 48 contains 91887 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13023 members 
Mstep: Class 51 contains 81358 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979024.000000 Penalty: 113252.593750
Iteration 396Q: 53 clusters Score -8.597902e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 26210 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16895 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31571 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44245 members 
Mstep: Class 20 contains 15338 members 
Mstep: Class 21 contains 64991 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15511 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 7278 members 
Mstep: Class 30 contains 7781 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4612 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38849 members 
Mstep: Class 37 contains 47068 members 
Mstep: Class 38 contains 62424 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16668 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9768 members 
Mstep: Class 48 contains 91895 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13012 members 
Mstep: Class 51 contains 81399 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978968.000000 Penalty: 113252.593750
Iteration 397Q: 53 clusters Score -8.597897e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 26205 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16854 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31632 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44236 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 64994 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15499 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 7835 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4602 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38861 members 
Mstep: Class 37 contains 47075 members 
Mstep: Class 38 contains 62511 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16659 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9745 members 
Mstep: Class 48 contains 91882 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12989 members 
Mstep: Class 51 contains 81471 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978968.000000 Penalty: 113252.593750
Iteration 398Q: 53 clusters Score -8.597897e+07 nChanged 886
Entering ConstructFrom: 
Score: -85978968.000000 Penalty: 113252.593750
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.312500 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39183.398438 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39183.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39517.363281 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39517.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39916.910156 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39916.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40133.152344 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -40133.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40331.062500 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -40331.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40520.828125 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -40520.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40529.949219 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40529.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40535.664062 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40535.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40540.593750 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40540.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40542.019531 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40542.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40542.019531 Penalty: 1988.381592
	Iteration 10F: 3 clusters Score -40542.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 26188 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 47080 members 
Mstep: Class 38 contains 62572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16650 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9729 members 
Mstep: Class 48 contains 91883 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12978 members 
Mstep: Class 51 contains 81542 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 157 members 
Entering Unmasked Estep 
Score: -85978152.000000 Penalty: 115430.531250
Splitting cluster 1 changes total score from -85978968.000000 to -85978152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1477027.000000 Penalty: 1517.215210
	Iteration 0F: 2 clusters Score -1477027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1468968.250000 Penalty: 3034.430420
	Iteration 0F: 3 clusters Score -1468968 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1471746.750000 Penalty: 3034.430420
	Iteration 1F: 3 clusters Score -1471747 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1472080.500000 Penalty: 3034.430420
	Iteration 2F: 3 clusters Score -1472080 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1472365.875000 Penalty: 3034.430420
	Iteration 3F: 3 clusters Score -1472366 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1472627.250000 Penalty: 3034.430420
	Iteration 4Q: 3 clusters Score -1472627 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1472897.750000 Penalty: 3034.430420
	Iteration 5Q: 3 clusters Score -1472898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1473163.250000 Penalty: 3034.430420
	Iteration 6Q: 3 clusters Score -1473163 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1473442.125000 Penalty: 3034.430420
	Iteration 7Q: 3 clusters Score -1473442 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1473758.750000 Penalty: 3034.430420
	Iteration 8Q: 3 clusters Score -1473759 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1474054.000000 Penalty: 3034.430420
	Iteration 9Q: 3 clusters Score -1474054 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1474291.000000 Penalty: 3034.430420
	Iteration 10Q: 3 clusters Score -1474291 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1474460.500000 Penalty: 3034.430420
	Iteration 11Q: 3 clusters Score -1474460 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1474580.250000 Penalty: 3034.430420
	Iteration 12Q: 3 clusters Score -1474580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1474677.500000 Penalty: 3034.430420
	Iteration 13Q: 3 clusters Score -1474678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1474760.250000 Penalty: 3034.430420
	Iteration 14Q: 3 clusters Score -1474760 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1474820.375000 Penalty: 3034.430420
	Iteration 15Q: 3 clusters Score -1474820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1474877.125000 Penalty: 3034.430420
	Iteration 16Q: 3 clusters Score -1474877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1474938.375000 Penalty: 3034.430420
	Iteration 17Q: 3 clusters Score -1474938 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1474994.500000 Penalty: 3034.430420
	Iteration 18Q: 3 clusters Score -1474994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1475057.375000 Penalty: 3034.430420
	Iteration 19Q: 3 clusters Score -1475057 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1475113.375000 Penalty: 3034.430420
	Iteration 20F: 3 clusters Score -1475113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1475155.875000 Penalty: 3034.430420
	Iteration 21Q: 3 clusters Score -1475156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1475187.125000 Penalty: 3034.430420
	Iteration 22Q: 3 clusters Score -1475187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1475211.500000 Penalty: 3034.430420
	Iteration 23Q: 3 clusters Score -1475212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1475231.125000 Penalty: 3034.430420
	Iteration 24Q: 3 clusters Score -1475231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1475251.875000 Penalty: 3034.430420
	Iteration 25Q: 3 clusters Score -1475252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1475261.750000 Penalty: 3034.430420
	Iteration 26Q: 3 clusters Score -1475262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1475278.000000 Penalty: 3034.430420
	Iteration 27Q: 3 clusters Score -1475278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1475285.125000 Penalty: 3034.430420
	Iteration 28Q: 3 clusters Score -1475285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1475295.500000 Penalty: 3034.430420
	Iteration 29Q: 3 clusters Score -1475296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1475303.250000 Penalty: 3034.430420
	Iteration 30Q: 3 clusters Score -1475303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1475314.375000 Penalty: 3034.430420
	Iteration 31Q: 3 clusters Score -1475314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1475321.125000 Penalty: 3034.430420
	Iteration 32Q: 3 clusters Score -1475321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1475326.125000 Penalty: 3034.430420
	Iteration 33Q: 3 clusters Score -1475326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1475330.750000 Penalty: 3034.430420
	Iteration 34Q: 3 clusters Score -1475331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1475338.125000 Penalty: 3034.430420
	Iteration 35Q: 3 clusters Score -1475338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1475344.750000 Penalty: 3034.430420
	Iteration 36Q: 3 clusters Score -1475345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1475348.000000 Penalty: 3034.430420
	Iteration 37Q: 3 clusters Score -1475348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1475355.125000 Penalty: 3034.430420
	Iteration 38Q: 3 clusters Score -1475355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1475368.375000 Penalty: 3034.430420
	Iteration 39Q: 3 clusters Score -1475368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1475372.500000 Penalty: 3034.430420
	Iteration 40F: 3 clusters Score -1475372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1475380.250000 Penalty: 3034.430420
	Iteration 41Q: 3 clusters Score -1475380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1475387.500000 Penalty: 3034.430420
	Iteration 42Q: 3 clusters Score -1475388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1475395.250000 Penalty: 3034.430420
	Iteration 43Q: 3 clusters Score -1475395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1475396.250000 Penalty: 3034.430420
	Iteration 44Q: 3 clusters Score -1475396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1475403.375000 Penalty: 3034.430420
	Iteration 45Q: 3 clusters Score -1475403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1475409.000000 Penalty: 3034.430420
	Iteration 46Q: 3 clusters Score -1475409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1475412.375000 Penalty: 3034.430420
	Iteration 47Q: 3 clusters Score -1475412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1475417.750000 Penalty: 3034.430420
	Iteration 48Q: 3 clusters Score -1475418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1475420.875000 Penalty: 3034.430420
	Iteration 49Q: 3 clusters Score -1475421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1475427.625000 Penalty: 3034.430420
	Iteration 50Q: 3 clusters Score -1475428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1475430.625000 Penalty: 3034.430420
	Iteration 51Q: 3 clusters Score -1475431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1475433.500000 Penalty: 3034.430420
	Iteration 52Q: 3 clusters Score -1475434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1475439.625000 Penalty: 3034.430420
	Iteration 53Q: 3 clusters Score -1475440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1475444.000000 Penalty: 3034.430420
	Iteration 54Q: 3 clusters Score -1475444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1475446.750000 Penalty: 3034.430420
	Iteration 55Q: 3 clusters Score -1475447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1475451.875000 Penalty: 3034.430420
	Iteration 56Q: 3 clusters Score -1475452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1475453.875000 Penalty: 3034.430420
	Iteration 57Q: 3 clusters Score -1475454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1475456.750000 Penalty: 3034.430420
	Iteration 58Q: 3 clusters Score -1475457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1475458.125000 Penalty: 3034.430420
	Iteration 59Q: 3 clusters Score -1475458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1475462.250000 Penalty: 3034.430420
	Iteration 60F: 3 clusters Score -1475462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1475467.750000 Penalty: 3034.430420
	Iteration 61Q: 3 clusters Score -1475468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1475467.625000 Penalty: 3034.430420
	Iteration 62Q: 3 clusters Score -1475468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1475464.500000 Penalty: 3034.430420
	Iteration 63Q: 3 clusters Score -1475464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1475464.500000 Penalty: 3034.430420
	Iteration 64Q: 3 clusters Score -1475464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1475465.500000 Penalty: 3034.430420
	Iteration 65Q: 3 clusters Score -1475466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1475461.750000 Penalty: 3034.430420
	Iteration 66Q: 3 clusters Score -1475462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1475462.000000 Penalty: 3034.430420
	Iteration 67Q: 3 clusters Score -1475462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1475465.125000 Penalty: 3034.430420
	Iteration 68Q: 3 clusters Score -1475465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1475462.250000 Penalty: 3034.430420
	Iteration 69Q: 3 clusters Score -1475462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1475464.000000 Penalty: 3034.430420
	Iteration 70Q: 3 clusters Score -1475464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1475466.750000 Penalty: 3034.430420
	Iteration 71Q: 3 clusters Score -1475467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1475466.125000 Penalty: 3034.430420
	Iteration 72Q: 3 clusters Score -1475466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1475464.750000 Penalty: 3034.430420
	Iteration 73Q: 3 clusters Score -1475465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1475463.875000 Penalty: 3034.430420
	Iteration 74Q: 3 clusters Score -1475464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1475466.500000 Penalty: 3034.430420
	Iteration 75Q: 3 clusters Score -1475466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1475469.500000 Penalty: 3034.430420
	Iteration 76Q: 3 clusters Score -1475470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1475469.875000 Penalty: 3034.430420
	Iteration 77Q: 3 clusters Score -1475470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1475469.750000 Penalty: 3034.430420
	Iteration 78Q: 3 clusters Score -1475470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1475471.500000 Penalty: 3034.430420
	Iteration 79Q: 3 clusters Score -1475472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1475469.750000 Penalty: 3034.430420
	Iteration 80F: 3 clusters Score -1475470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1475471.500000 Penalty: 3034.430420
	Iteration 81Q: 3 clusters Score -1475472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1475475.500000 Penalty: 3034.430420
	Iteration 82Q: 3 clusters Score -1475476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1475478.250000 Penalty: 3034.430420
	Iteration 83Q: 3 clusters Score -1475478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1475477.125000 Penalty: 3034.430420
	Iteration 84Q: 3 clusters Score -1475477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1475481.750000 Penalty: 3034.430420
	Iteration 85Q: 3 clusters Score -1475482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1475482.250000 Penalty: 3034.430420
	Iteration 86Q: 3 clusters Score -1475482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1475481.375000 Penalty: 3034.430420
	Iteration 87Q: 3 clusters Score -1475481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1475483.375000 Penalty: 3034.430420
	Iteration 88Q: 3 clusters Score -1475483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1475482.125000 Penalty: 3034.430420
	Iteration 89Q: 3 clusters Score -1475482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1475486.500000 Penalty: 3034.430420
	Iteration 90Q: 3 clusters Score -1475486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1475485.000000 Penalty: 3034.430420
	Iteration 91Q: 3 clusters Score -1475485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1475484.500000 Penalty: 3034.430420
	Iteration 92Q: 3 clusters Score -1475484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1475482.375000 Penalty: 3034.430420
	Iteration 93Q: 3 clusters Score -1475482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1475488.375000 Penalty: 3034.430420
	Iteration 94Q: 3 clusters Score -1475488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1475484.750000 Penalty: 3034.430420
	Iteration 95Q: 3 clusters Score -1475485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1475489.000000 Penalty: 3034.430420
	Iteration 96Q: 3 clusters Score -1475489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1475494.125000 Penalty: 3034.430420
	Iteration 97Q: 3 clusters Score -1475494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1475493.500000 Penalty: 3034.430420
	Iteration 98Q: 3 clusters Score -1475494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1475495.375000 Penalty: 3034.430420
	Iteration 99Q: 3 clusters Score -1475495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1475494.500000 Penalty: 3034.430420
	Iteration 100F: 3 clusters Score -1475494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1475499.125000 Penalty: 3034.430420
	Iteration 101Q: 3 clusters Score -1475499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1475498.125000 Penalty: 3034.430420
	Iteration 102Q: 3 clusters Score -1475498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1475500.875000 Penalty: 3034.430420
	Iteration 103Q: 3 clusters Score -1475501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1475500.125000 Penalty: 3034.430420
	Iteration 104Q: 3 clusters Score -1475500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1475499.625000 Penalty: 3034.430420
	Iteration 105Q: 3 clusters Score -1475500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1475500.125000 Penalty: 3034.430420
	Iteration 106Q: 3 clusters Score -1475500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1475501.750000 Penalty: 3034.430420
	Iteration 107Q: 3 clusters Score -1475502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1475505.375000 Penalty: 3034.430420
	Iteration 108Q: 3 clusters Score -1475505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1475502.875000 Penalty: 3034.430420
	Iteration 109Q: 3 clusters Score -1475503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1475502.250000 Penalty: 3034.430420
	Iteration 110Q: 3 clusters Score -1475502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1475501.250000 Penalty: 3034.430420
	Iteration 111Q: 3 clusters Score -1475501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1475502.625000 Penalty: 3034.430420
	Iteration 112Q: 3 clusters Score -1475503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1475505.000000 Penalty: 3034.430420
	Iteration 113Q: 3 clusters Score -1475505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1475505.000000 Penalty: 3034.430420
	Iteration 114F: 3 clusters Score -1475505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -170007.687500 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -170007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -168338.390625 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -168338.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -168636.828125 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -168636.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -168755.843750 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -168755.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -168860.734375 Penalty: 2346.383789
	Iteration 3F: 3 clusters Score -168860.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -168960.718750 Penalty: 2346.383789
	Iteration 4F: 3 clusters Score -168960.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -169065.968750 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -169066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169142.046875 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -169142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -169210.000000 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -169210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -169244.375000 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -169244.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -169269.312500 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -169269.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -169292.953125 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -169293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -169313.078125 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -169313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -169326.468750 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -169326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -169334.093750 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -169334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -169339.609375 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -169339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -169341.781250 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -169341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -169342.734375 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -169342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -169345.109375 Penalty: 2346.383789
	Iteration 17Q: 3 clusters Score -169345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -169345.718750 Penalty: 2346.383789
	Iteration 18Q: 3 clusters Score -169345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -169345.718750 Penalty: 2346.383789
	Iteration 19F: 3 clusters Score -169345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -55707.062500 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -55707.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54709.984375 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -54709.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54947.207031 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -54947.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55109.226562 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -55109.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55193.152344 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -55193.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55261.425781 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -55261.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55317.304688 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -55317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55367.984375 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -55367.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55428.230469 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -55428.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55444.089844 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -55444.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55452.953125 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -55452.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55455.199219 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -55455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55455.199219 Penalty: 2010.517822
	Iteration 11F: 3 clusters Score -55455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44248.035156 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44248.04 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44522.480469 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44522.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44597.105469 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44597.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44621.304688 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -44621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44637.546875 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44637.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44646.171875 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44646.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44663.425781 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44663.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44672.042969 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44672.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44674.343750 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44674.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44674.343750 Penalty: 1939.829956
	Iteration 9F: 3 clusters Score -44674.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -515068.031250 Penalty: 1352.230957
	Iteration 0F: 2 clusters Score -515068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -511658.000000 Penalty: 2704.461914
	Iteration 0F: 3 clusters Score -511658 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -512520.218750 Penalty: 2704.461914
	Iteration 1F: 3 clusters Score -512520.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -512709.531250 Penalty: 2704.461914
	Iteration 2F: 3 clusters Score -512709.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512852.750000 Penalty: 2704.461914
	Iteration 3F: 3 clusters Score -512852.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -512995.812500 Penalty: 2704.461914
	Iteration 4Q: 3 clusters Score -512995.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -513168.750000 Penalty: 2704.461914
	Iteration 5Q: 3 clusters Score -513168.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -513386.500000 Penalty: 2704.461914
	Iteration 6Q: 3 clusters Score -513386.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -513636.156250 Penalty: 2704.461914
	Iteration 7F: 3 clusters Score -513636.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -513899.968750 Penalty: 2704.461914
	Iteration 8F: 3 clusters Score -513900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -514137.593750 Penalty: 2704.461914
	Iteration 9F: 3 clusters Score -514137.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -514333.343750 Penalty: 2704.461914
	Iteration 10Q: 3 clusters Score -514333.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514443.812500 Penalty: 2704.461914
	Iteration 11Q: 3 clusters Score -514443.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -514496.937500 Penalty: 2704.461914
	Iteration 12Q: 3 clusters Score -514496.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -514524.781250 Penalty: 2704.461914
	Iteration 13Q: 3 clusters Score -514524.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -514552.375000 Penalty: 2704.461914
	Iteration 14Q: 3 clusters Score -514552.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -514570.625000 Penalty: 2704.461914
	Iteration 15Q: 3 clusters Score -514570.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -514583.062500 Penalty: 2704.461914
	Iteration 16Q: 3 clusters Score -514583.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -514600.625000 Penalty: 2704.461914
	Iteration 17Q: 3 clusters Score -514600.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -514613.468750 Penalty: 2704.461914
	Iteration 18Q: 3 clusters Score -514613.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -514621.687500 Penalty: 2704.461914
	Iteration 19Q: 3 clusters Score -514621.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -514630.343750 Penalty: 2704.461914
	Iteration 20F: 3 clusters Score -514630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -514643.312500 Penalty: 2704.461914
	Iteration 21Q: 3 clusters Score -514643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -514657.562500 Penalty: 2704.461914
	Iteration 22Q: 3 clusters Score -514657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -514666.750000 Penalty: 2704.461914
	Iteration 23Q: 3 clusters Score -514666.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -514677.031250 Penalty: 2704.461914
	Iteration 24Q: 3 clusters Score -514677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -514680.312500 Penalty: 2704.461914
	Iteration 25Q: 3 clusters Score -514680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -514682.812500 Penalty: 2704.461914
	Iteration 26Q: 3 clusters Score -514682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -514684.687500 Penalty: 2704.461914
	Iteration 27Q: 3 clusters Score -514684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -514686.656250 Penalty: 2704.461914
	Iteration 28Q: 3 clusters Score -514686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -514690.656250 Penalty: 2704.461914
	Iteration 29Q: 3 clusters Score -514690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -514694.156250 Penalty: 2704.461914
	Iteration 30Q: 3 clusters Score -514694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -514696.781250 Penalty: 2704.461914
	Iteration 31Q: 3 clusters Score -514696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514700.875000 Penalty: 2704.461914
	Iteration 32Q: 3 clusters Score -514700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -514705.156250 Penalty: 2704.461914
	Iteration 33Q: 3 clusters Score -514705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -514706.531250 Penalty: 2704.461914
	Iteration 34Q: 3 clusters Score -514706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -514707.531250 Penalty: 2704.461914
	Iteration 35Q: 3 clusters Score -514707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -514708.906250 Penalty: 2704.461914
	Iteration 36Q: 3 clusters Score -514708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -514708.906250 Penalty: 2704.461914
	Iteration 37F: 3 clusters Score -514708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19089.341797 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19089.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19277.394531 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19277.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19332.179688 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19332.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19346.056641 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19346.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19374.406250 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19374.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19447.861328 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19447.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19516.242188 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19516.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19625.089844 Penalty: 1900.092651
	Iteration 7F: 3 clusters Score -19625.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19782.406250 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -19782.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19891.976562 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -19891.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20086.718750 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -20086.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20366.949219 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -20366.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20471.902344 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -20471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20489.156250 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -20489.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20497.230469 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -20497.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20500.400391 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -20500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20521.412109 Penalty: 1900.092651
	Iteration 16F: 3 clusters Score -20521.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20566.615234 Penalty: 1900.092651
	Iteration 17Q: 3 clusters Score -20566.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20592.933594 Penalty: 1900.092651
	Iteration 18Q: 3 clusters Score -20592.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20592.933594 Penalty: 1900.092651
	Iteration 19F: 3 clusters Score -20592.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 26188 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 47080 members 
Mstep: Class 38 contains 62572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16650 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9729 members 
Mstep: Class 48 contains 91883 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12978 members 
Mstep: Class 51 contains 81542 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 206 members 
Entering Unmasked Estep 
Score: -85978320.000000 Penalty: 115430.531250
Splitting cluster 7 changes total score from -85978968.000000 to -85978320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69830.765625 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69830.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70020.250000 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -70020.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70129.703125 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -70129.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -70180.679688 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -70180.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70224.250000 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70224.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -70237.468750 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70237.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -70242.335938 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70242.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -70245.867188 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70245.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70247.429688 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70247.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70256.203125 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70261.328125 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70261.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -70285.367188 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70285.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -70296.125000 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -70296.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -70301.468750 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -70301.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -70301.468750 Penalty: 1938.163208
	Iteration 14F: 3 clusters Score -70301.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -53615.605469 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -53615.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52592.984375 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -52592.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52858.406250 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -52858.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53047.925781 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -53047.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53283.300781 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -53283.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53460.062500 Penalty: 2009.177612
	Iteration 4F: 3 clusters Score -53460.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53547.640625 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -53547.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53603.531250 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -53603.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53616.582031 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -53616.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53617.195312 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -53617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53617.195312 Penalty: 2009.177612
	Iteration 9F: 3 clusters Score -53617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 26188 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 47080 members 
Mstep: Class 38 contains 62572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16650 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9729 members 
Mstep: Class 48 contains 91883 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12978 members 
Mstep: Class 51 contains 81542 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 219 members 
Entering Unmasked Estep 
Score: -85977664.000000 Penalty: 115430.531250
Splitting cluster 9 changes total score from -85978968.000000 to -85977664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -1888101.750000 Penalty: 1559.539429
	Iteration 0F: 2 clusters Score -1888102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1878032.625000 Penalty: 3119.078857
	Iteration 0F: 3 clusters Score -1878033 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1882007.500000 Penalty: 3119.078857
	Iteration 1F: 3 clusters Score -1882008 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1882887.750000 Penalty: 3119.078857
	Iteration 2F: 3 clusters Score -1882888 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1883892.125000 Penalty: 3119.078857
	Iteration 3F: 3 clusters Score -1883892 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1884843.375000 Penalty: 3119.078857
	Iteration 4F: 3 clusters Score -1884843 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1885566.375000 Penalty: 3119.078857
	Iteration 5F: 3 clusters Score -1885566 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1886035.000000 Penalty: 3119.078857
	Iteration 6F: 3 clusters Score -1886035 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1886381.500000 Penalty: 3119.078857
	Iteration 7Q: 3 clusters Score -1886382 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1886654.625000 Penalty: 3119.078857
	Iteration 8Q: 3 clusters Score -1886655 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1886897.375000 Penalty: 3119.078857
	Iteration 9Q: 3 clusters Score -1886897 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1887062.125000 Penalty: 3119.078857
	Iteration 10Q: 3 clusters Score -1887062 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1887215.625000 Penalty: 3119.078857
	Iteration 11Q: 3 clusters Score -1887216 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1887344.625000 Penalty: 3119.078857
	Iteration 12Q: 3 clusters Score -1887345 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1887482.125000 Penalty: 3119.078857
	Iteration 13Q: 3 clusters Score -1887482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1887611.625000 Penalty: 3119.078857
	Iteration 14Q: 3 clusters Score -1887612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1887757.375000 Penalty: 3119.078857
	Iteration 15Q: 3 clusters Score -1887757 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1887888.875000 Penalty: 3119.078857
	Iteration 16Q: 3 clusters Score -1887889 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1887944.750000 Penalty: 3119.078857
	Iteration 17Q: 3 clusters Score -1887945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1887982.500000 Penalty: 3119.078857
	Iteration 18Q: 3 clusters Score -1887982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1887998.125000 Penalty: 3119.078857
	Iteration 19Q: 3 clusters Score -1887998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1888009.500000 Penalty: 3119.078857
	Iteration 20F: 3 clusters Score -1888010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1888014.375000 Penalty: 3119.078857
	Iteration 21Q: 3 clusters Score -1888014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1888023.625000 Penalty: 3119.078857
	Iteration 22Q: 3 clusters Score -1888024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1888022.000000 Penalty: 3119.078857
	Iteration 23Q: 3 clusters Score -1888022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1888027.625000 Penalty: 3119.078857
	Iteration 24Q: 3 clusters Score -1888028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1888027.500000 Penalty: 3119.078857
	Iteration 25Q: 3 clusters Score -1888028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1888027.250000 Penalty: 3119.078857
	Iteration 26Q: 3 clusters Score -1888027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1888028.875000 Penalty: 3119.078857
	Iteration 27Q: 3 clusters Score -1888029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1888033.000000 Penalty: 3119.078857
	Iteration 28Q: 3 clusters Score -1888033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1888035.750000 Penalty: 3119.078857
	Iteration 29Q: 3 clusters Score -1888036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1888036.500000 Penalty: 3119.078857
	Iteration 30Q: 3 clusters Score -1888036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1888034.000000 Penalty: 3119.078857
	Iteration 31Q: 3 clusters Score -1888034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1888033.750000 Penalty: 3119.078857
	Iteration 32Q: 3 clusters Score -1888034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1888036.500000 Penalty: 3119.078857
	Iteration 33Q: 3 clusters Score -1888036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1888036.500000 Penalty: 3119.078857
	Iteration 34Q: 3 clusters Score -1888036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1888038.000000 Penalty: 3119.078857
	Iteration 35Q: 3 clusters Score -1888038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1888038.000000 Penalty: 3119.078857
	Iteration 36F: 3 clusters Score -1888038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Entering Unmasked Estep 
Score: -3439050.250000 Penalty: 1653.121704
	Iteration 0F: 2 clusters Score -3439050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3421262.000000 Penalty: 3306.243408
	Iteration 0F: 3 clusters Score -3421262 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3427873.000000 Penalty: 3306.243408
	Iteration 1F: 3 clusters Score -3427873 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3428230.500000 Penalty: 3306.243408
	Iteration 2Q: 3 clusters Score -3428230 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3428550.250000 Penalty: 3306.243408
	Iteration 3Q: 3 clusters Score -3428550 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3428855.250000 Penalty: 3306.243408
	Iteration 4Q: 3 clusters Score -3428855 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3429150.250000 Penalty: 3306.243408
	Iteration 5Q: 3 clusters Score -3429150 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3429477.750000 Penalty: 3306.243408
	Iteration 6Q: 3 clusters Score -3429478 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3429921.500000 Penalty: 3306.243408
	Iteration 7Q: 3 clusters Score -3429922 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3430409.750000 Penalty: 3306.243408
	Iteration 8Q: 3 clusters Score -3430410 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3431069.000000 Penalty: 3306.243408
	Iteration 9Q: 3 clusters Score -3431069 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3431953.000000 Penalty: 3306.243408
	Iteration 10F: 3 clusters Score -3431953 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3433042.500000 Penalty: 3306.243408
	Iteration 11F: 3 clusters Score -3433042 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3434058.500000 Penalty: 3306.243408
	Iteration 12Q: 3 clusters Score -3434058 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3434925.750000 Penalty: 3306.243408
	Iteration 13Q: 3 clusters Score -3434926 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3435529.250000 Penalty: 3306.243408
	Iteration 14Q: 3 clusters Score -3435529 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3435971.750000 Penalty: 3306.243408
	Iteration 15Q: 3 clusters Score -3435972 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3436290.500000 Penalty: 3306.243408
	Iteration 16Q: 3 clusters Score -3436290 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3436517.500000 Penalty: 3306.243408
	Iteration 17Q: 3 clusters Score -3436518 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3436694.250000 Penalty: 3306.243408
	Iteration 18Q: 3 clusters Score -3436694 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3436850.500000 Penalty: 3306.243408
	Iteration 19Q: 3 clusters Score -3436850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3436990.250000 Penalty: 3306.243408
	Iteration 20F: 3 clusters Score -3436990 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3437111.750000 Penalty: 3306.243408
	Iteration 21Q: 3 clusters Score -3437112 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3437237.500000 Penalty: 3306.243408
	Iteration 22Q: 3 clusters Score -3437238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3437341.750000 Penalty: 3306.243408
	Iteration 23Q: 3 clusters Score -3437342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3437431.000000 Penalty: 3306.243408
	Iteration 24Q: 3 clusters Score -3437431 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3437488.500000 Penalty: 3306.243408
	Iteration 25Q: 3 clusters Score -3437488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3437549.750000 Penalty: 3306.243408
	Iteration 26Q: 3 clusters Score -3437550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3437584.000000 Penalty: 3306.243408
	Iteration 27Q: 3 clusters Score -3437584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3437607.250000 Penalty: 3306.243408
	Iteration 28Q: 3 clusters Score -3437607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3437612.000000 Penalty: 3306.243408
	Iteration 29Q: 3 clusters Score -3437612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3437620.750000 Penalty: 3306.243408
	Iteration 30Q: 3 clusters Score -3437621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3437637.750000 Penalty: 3306.243408
	Iteration 31Q: 3 clusters Score -3437638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3437645.500000 Penalty: 3306.243408
	Iteration 32Q: 3 clusters Score -3437646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3437653.250000 Penalty: 3306.243408
	Iteration 33Q: 3 clusters Score -3437653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3437664.250000 Penalty: 3306.243408
	Iteration 34Q: 3 clusters Score -3437664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3437676.000000 Penalty: 3306.243408
	Iteration 35Q: 3 clusters Score -3437676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3437678.750000 Penalty: 3306.243408
	Iteration 36Q: 3 clusters Score -3437679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3437686.500000 Penalty: 3306.243408
	Iteration 37Q: 3 clusters Score -3437686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3437691.000000 Penalty: 3306.243408
	Iteration 38Q: 3 clusters Score -3437691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3437703.250000 Penalty: 3306.243408
	Iteration 39Q: 3 clusters Score -3437703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3437714.500000 Penalty: 3306.243408
	Iteration 40F: 3 clusters Score -3437714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3437718.500000 Penalty: 3306.243408
	Iteration 41Q: 3 clusters Score -3437718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3437725.250000 Penalty: 3306.243408
	Iteration 42Q: 3 clusters Score -3437725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3437730.250000 Penalty: 3306.243408
	Iteration 43Q: 3 clusters Score -3437730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3437730.750000 Penalty: 3306.243408
	Iteration 44Q: 3 clusters Score -3437731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3437732.000000 Penalty: 3306.243408
	Iteration 45Q: 3 clusters Score -3437732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3437736.000000 Penalty: 3306.243408
	Iteration 46Q: 3 clusters Score -3437736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3437736.000000 Penalty: 3306.243408
	Iteration 47Q: 3 clusters Score -3437736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3437738.250000 Penalty: 3306.243408
	Iteration 48Q: 3 clusters Score -3437738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3437738.250000 Penalty: 3306.243408
	Iteration 49F: 3 clusters Score -3437738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33750.113281 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33750.11 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34010.714844 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34010.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34166.519531 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34166.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34266.742188 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -34266.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34355.042969 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34355.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34432.726562 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34432.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34489.546875 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34489.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34523.335938 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34523.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34556.117188 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34556.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34596.019531 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34596.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34604.566406 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34604.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34609.281250 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34609.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34616.296875 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -34616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34622.511719 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -34622.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34633.171875 Penalty: 1995.462402
	Iteration 14Q: 3 clusters Score -34633.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34636.160156 Penalty: 1995.462402
	Iteration 15Q: 3 clusters Score -34636.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34639.320312 Penalty: 1995.462402
	Iteration 16F: 3 clusters Score -34639.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34650.628906 Penalty: 1995.462402
	Iteration 17Q: 3 clusters Score -34650.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34651.363281 Penalty: 1995.462402
	Iteration 18Q: 3 clusters Score -34651.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34651.625000 Penalty: 1995.462402
	Iteration 19Q: 3 clusters Score -34651.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34651.625000 Penalty: 1995.462402
	Iteration 20F: 3 clusters Score -34651.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Entering Unmasked Estep 
Score: -2243226.500000 Penalty: 1581.167969
	Iteration 0F: 2 clusters Score -2243226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2231656.750000 Penalty: 3162.335938
	Iteration 0F: 3 clusters Score -2231657 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2235694.500000 Penalty: 3162.335938
	Iteration 1F: 3 clusters Score -2235694 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2236070.000000 Penalty: 3162.335938
	Iteration 2F: 3 clusters Score -2236070 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2236518.250000 Penalty: 3162.335938
	Iteration 3F: 3 clusters Score -2236518 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2237122.000000 Penalty: 3162.335938
	Iteration 4F: 3 clusters Score -2237122 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2237988.500000 Penalty: 3162.335938
	Iteration 5F: 3 clusters Score -2237988 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2239104.000000 Penalty: 3162.335938
	Iteration 6F: 3 clusters Score -2239104 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2240274.250000 Penalty: 3162.335938
	Iteration 7F: 3 clusters Score -2240274 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2241062.750000 Penalty: 3162.335938
	Iteration 8Q: 3 clusters Score -2241063 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2241479.750000 Penalty: 3162.335938
	Iteration 9Q: 3 clusters Score -2241480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2241664.750000 Penalty: 3162.335938
	Iteration 10Q: 3 clusters Score -2241665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2241759.250000 Penalty: 3162.335938
	Iteration 11Q: 3 clusters Score -2241759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2241805.750000 Penalty: 3162.335938
	Iteration 12Q: 3 clusters Score -2241806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2241838.250000 Penalty: 3162.335938
	Iteration 13Q: 3 clusters Score -2241838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2241853.000000 Penalty: 3162.335938
	Iteration 14Q: 3 clusters Score -2241853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2241861.750000 Penalty: 3162.335938
	Iteration 15Q: 3 clusters Score -2241862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2241862.750000 Penalty: 3162.335938
	Iteration 16Q: 3 clusters Score -2241863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2241862.750000 Penalty: 3162.335938
	Iteration 17F: 3 clusters Score -2241863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -46293.859375 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -46293.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45521.312500 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -45521.31 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45833.269531 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -45833.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45896.019531 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -45896.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45913.714844 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -45913.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45916.179688 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -45916.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45918.664062 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -45918.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45919.472656 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -45919.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45919.472656 Penalty: 1996.162109
	Iteration 7F: 3 clusters Score -45919.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Entering Unmasked Estep 
Score: -4235503.500000 Penalty: 1684.059082
	Iteration 0F: 2 clusters Score -4235504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4214119.500000 Penalty: 3368.118164
	Iteration 0F: 3 clusters Score -4214120 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4222367.000000 Penalty: 3368.118164
	Iteration 1F: 3 clusters Score -4222367 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4222771.500000 Penalty: 3368.118164
	Iteration 2Q: 3 clusters Score -4222772 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4223142.000000 Penalty: 3368.118164
	Iteration 3Q: 3 clusters Score -4223142 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4223527.500000 Penalty: 3368.118164
	Iteration 4Q: 3 clusters Score -4223528 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4224044.500000 Penalty: 3368.118164
	Iteration 5Q: 3 clusters Score -4224044 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4224679.500000 Penalty: 3368.118164
	Iteration 6Q: 3 clusters Score -4224680 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4225667.000000 Penalty: 3368.118164
	Iteration 7Q: 3 clusters Score -4225667 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4227022.000000 Penalty: 3368.118164
	Iteration 8F: 3 clusters Score -4227022 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4228368.000000 Penalty: 3368.118164
	Iteration 9F: 3 clusters Score -4228368 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4229501.000000 Penalty: 3368.118164
	Iteration 10Q: 3 clusters Score -4229501 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4230300.000000 Penalty: 3368.118164
	Iteration 11Q: 3 clusters Score -4230300 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4230759.500000 Penalty: 3368.118164
	Iteration 12Q: 3 clusters Score -4230760 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4231112.000000 Penalty: 3368.118164
	Iteration 13Q: 3 clusters Score -4231112 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4231339.500000 Penalty: 3368.118164
	Iteration 14Q: 3 clusters Score -4231340 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4231645.000000 Penalty: 3368.118164
	Iteration 15Q: 3 clusters Score -4231645 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4231875.500000 Penalty: 3368.118164
	Iteration 16Q: 3 clusters Score -4231876 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4232069.500000 Penalty: 3368.118164
	Iteration 17Q: 3 clusters Score -4232070 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4232272.500000 Penalty: 3368.118164
	Iteration 18Q: 3 clusters Score -4232272 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4232470.000000 Penalty: 3368.118164
	Iteration 19Q: 3 clusters Score -4232470 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4232656.000000 Penalty: 3368.118164
	Iteration 20F: 3 clusters Score -4232656 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4232798.000000 Penalty: 3368.118164
	Iteration 21Q: 3 clusters Score -4232798 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4232941.500000 Penalty: 3368.118164
	Iteration 22Q: 3 clusters Score -4232942 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4233086.000000 Penalty: 3368.118164
	Iteration 23Q: 3 clusters Score -4233086 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4233205.000000 Penalty: 3368.118164
	Iteration 24Q: 3 clusters Score -4233205 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4233315.500000 Penalty: 3368.118164
	Iteration 25Q: 3 clusters Score -4233316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4233429.000000 Penalty: 3368.118164
	Iteration 26Q: 3 clusters Score -4233429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4233527.500000 Penalty: 3368.118164
	Iteration 27Q: 3 clusters Score -4233528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4233620.500000 Penalty: 3368.118164
	Iteration 28Q: 3 clusters Score -4233620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4233679.000000 Penalty: 3368.118164
	Iteration 29Q: 3 clusters Score -4233679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4233745.000000 Penalty: 3368.118164
	Iteration 30Q: 3 clusters Score -4233745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4233814.000000 Penalty: 3368.118164
	Iteration 31Q: 3 clusters Score -4233814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4233867.500000 Penalty: 3368.118164
	Iteration 32Q: 3 clusters Score -4233868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4233906.000000 Penalty: 3368.118164
	Iteration 33Q: 3 clusters Score -4233906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4233939.500000 Penalty: 3368.118164
	Iteration 34Q: 3 clusters Score -4233940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4233963.500000 Penalty: 3368.118164
	Iteration 35Q: 3 clusters Score -4233964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4233980.000000 Penalty: 3368.118164
	Iteration 36Q: 3 clusters Score -4233980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4233996.000000 Penalty: 3368.118164
	Iteration 37Q: 3 clusters Score -4233996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4234010.000000 Penalty: 3368.118164
	Iteration 38Q: 3 clusters Score -4234010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4234024.000000 Penalty: 3368.118164
	Iteration 39Q: 3 clusters Score -4234024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4234036.500000 Penalty: 3368.118164
	Iteration 40F: 3 clusters Score -4234036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4234048.500000 Penalty: 3368.118164
	Iteration 41Q: 3 clusters Score -4234048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4234057.500000 Penalty: 3368.118164
	Iteration 42Q: 3 clusters Score -4234058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4234063.500000 Penalty: 3368.118164
	Iteration 43Q: 3 clusters Score -4234064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4234072.000000 Penalty: 3368.118164
	Iteration 44Q: 3 clusters Score -4234072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4234080.000000 Penalty: 3368.118164
	Iteration 45Q: 3 clusters Score -4234080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4234096.500000 Penalty: 3368.118164
	Iteration 46Q: 3 clusters Score -4234096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4234099.000000 Penalty: 3368.118164
	Iteration 47Q: 3 clusters Score -4234099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4234101.000000 Penalty: 3368.118164
	Iteration 48Q: 3 clusters Score -4234101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4234106.000000 Penalty: 3368.118164
	Iteration 49Q: 3 clusters Score -4234106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4234108.000000 Penalty: 3368.118164
	Iteration 50Q: 3 clusters Score -4234108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4234112.500000 Penalty: 3368.118164
	Iteration 51Q: 3 clusters Score -4234112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4234119.000000 Penalty: 3368.118164
	Iteration 52Q: 3 clusters Score -4234119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4234119.000000 Penalty: 3368.118164
	Iteration 53Q: 3 clusters Score -4234119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4234119.500000 Penalty: 3368.118164
	Iteration 54Q: 3 clusters Score -4234120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4234121.000000 Penalty: 3368.118164
	Iteration 55Q: 3 clusters Score -4234121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4234120.000000 Penalty: 3368.118164
	Iteration 56Q: 3 clusters Score -4234120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4234118.500000 Penalty: 3368.118164
	Iteration 57Q: 3 clusters Score -4234118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4234119.000000 Penalty: 3368.118164
	Iteration 58Q: 3 clusters Score -4234119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4234119.000000 Penalty: 3368.118164
	Iteration 59F: 3 clusters Score -4234119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -64183.433594 Penalty: 1031.735107
	Iteration 0F: 2 clusters Score -64183.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63086.179688 Penalty: 2063.470215
	Iteration 0F: 3 clusters Score -63086.18 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63327.429688 Penalty: 2063.470215
	Iteration 1F: 3 clusters Score -63327.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63397.414062 Penalty: 2063.470215
	Iteration 2F: 3 clusters Score -63397.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63439.582031 Penalty: 2063.470215
	Iteration 3Q: 3 clusters Score -63439.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63472.023438 Penalty: 2063.470215
	Iteration 4Q: 3 clusters Score -63472.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63489.316406 Penalty: 2063.470215
	Iteration 5Q: 3 clusters Score -63489.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63500.039062 Penalty: 2063.470215
	Iteration 6Q: 3 clusters Score -63500.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63513.441406 Penalty: 2063.470215
	Iteration 7Q: 3 clusters Score -63513.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63532.035156 Penalty: 2063.470215
	Iteration 8Q: 3 clusters Score -63532.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63543.800781 Penalty: 2063.470215
	Iteration 9Q: 3 clusters Score -63543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63560.339844 Penalty: 2063.470215
	Iteration 10Q: 3 clusters Score -63560.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63581.027344 Penalty: 2063.470215
	Iteration 11Q: 3 clusters Score -63581.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63602.039062 Penalty: 2063.470215
	Iteration 12Q: 3 clusters Score -63602.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63664.324219 Penalty: 2063.470215
	Iteration 13Q: 3 clusters Score -63664.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63719.812500 Penalty: 2063.470215
	Iteration 14Q: 3 clusters Score -63719.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63758.515625 Penalty: 2063.470215
	Iteration 15Q: 3 clusters Score -63758.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63803.882812 Penalty: 2063.470215
	Iteration 16Q: 3 clusters Score -63803.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63830.136719 Penalty: 2063.470215
	Iteration 17Q: 3 clusters Score -63830.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63840.117188 Penalty: 2063.470215
	Iteration 18Q: 3 clusters Score -63840.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63841.636719 Penalty: 2063.470215
	Iteration 19Q: 3 clusters Score -63841.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63843.402344 Penalty: 2063.470215
	Iteration 20F: 3 clusters Score -63843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -216164.171875 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -216164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -214519.250000 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -214519.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -214870.078125 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -214870.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -214995.578125 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -214995.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -215059.281250 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -215059.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -215110.609375 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -215110.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -215153.812500 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -215153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -215179.609375 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -215179.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -215203.281250 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -215203.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -215224.421875 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -215224.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -215239.312500 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -215239.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -215252.437500 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -215252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -215259.640625 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -215259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -215261.062500 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -215261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -215265.781250 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -215265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -215268.406250 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -215268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -215273.984375 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -215274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -215279.421875 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -215279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -215281.937500 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -215281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -215285.593750 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -215285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -215287.078125 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -215287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -215287.984375 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -215288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42681.292969 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42681.29 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42991.023438 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -42991.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43132.617188 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43132.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43240.347656 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43240.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43290.011719 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43290.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43319.605469 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43319.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43347.355469 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43347.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43368.640625 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43368.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43402.726562 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43402.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43440.062500 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -43440.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43471.863281 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -43471.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43508.816406 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -43508.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43532.609375 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -43532.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43535.421875 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -43535.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43537.132812 Penalty: 2007.831909
	Iteration 14Q: 3 clusters Score -43537.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43537.800781 Penalty: 2007.831909
	Iteration 15F: 3 clusters Score -43537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43548.554688 Penalty: 2007.831909
	Iteration 16Q: 3 clusters Score -43548.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43548.554688 Penalty: 2007.831909
	Iteration 17F: 3 clusters Score -43548.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Entering Unmasked Estep 
Score: -5880587.000000 Penalty: 1738.299316
	Iteration 0F: 2 clusters Score -5880587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5851176.000000 Penalty: 3476.598633
	Iteration 0F: 3 clusters Score -5851176 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5862807.500000 Penalty: 3476.598633
	Iteration 1F: 3 clusters Score -5862808 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5863353.000000 Penalty: 3476.598633
	Iteration 2Q: 3 clusters Score -5863353 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5863992.500000 Penalty: 3476.598633
	Iteration 3Q: 3 clusters Score -5863992 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5864815.000000 Penalty: 3476.598633
	Iteration 4Q: 3 clusters Score -5864815 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5866052.500000 Penalty: 3476.598633
	Iteration 5F: 3 clusters Score -5866052 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5867939.500000 Penalty: 3476.598633
	Iteration 6F: 3 clusters Score -5867940 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5870259.000000 Penalty: 3476.598633
	Iteration 7F: 3 clusters Score -5870259 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5872606.000000 Penalty: 3476.598633
	Iteration 8F: 3 clusters Score -5872606 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5874742.000000 Penalty: 3476.598633
	Iteration 9F: 3 clusters Score -5874742 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5876196.000000 Penalty: 3476.598633
	Iteration 10Q: 3 clusters Score -5876196 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5877171.000000 Penalty: 3476.598633
	Iteration 11Q: 3 clusters Score -5877171 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5877754.500000 Penalty: 3476.598633
	Iteration 12Q: 3 clusters Score -5877754 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -5878150.500000 Penalty: 3476.598633
	Iteration 13Q: 3 clusters Score -5878150 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5878480.000000 Penalty: 3476.598633
	Iteration 14Q: 3 clusters Score -5878480 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5878697.000000 Penalty: 3476.598633
	Iteration 15Q: 3 clusters Score -5878697 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5878817.500000 Penalty: 3476.598633
	Iteration 16Q: 3 clusters Score -5878818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5878893.000000 Penalty: 3476.598633
	Iteration 17Q: 3 clusters Score -5878893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5878973.500000 Penalty: 3476.598633
	Iteration 18Q: 3 clusters Score -5878974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5879008.000000 Penalty: 3476.598633
	Iteration 19Q: 3 clusters Score -5879008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5879035.500000 Penalty: 3476.598633
	Iteration 20F: 3 clusters Score -5879036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5879056.500000 Penalty: 3476.598633
	Iteration 21Q: 3 clusters Score -5879056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5879069.500000 Penalty: 3476.598633
	Iteration 22Q: 3 clusters Score -5879070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5879071.000000 Penalty: 3476.598633
	Iteration 23Q: 3 clusters Score -5879071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5879078.500000 Penalty: 3476.598633
	Iteration 24Q: 3 clusters Score -5879078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -5879083.000000 Penalty: 3476.598633
	Iteration 25Q: 3 clusters Score -5879083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -5879085.500000 Penalty: 3476.598633
	Iteration 26Q: 3 clusters Score -5879086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -5879088.500000 Penalty: 3476.598633
	Iteration 27Q: 3 clusters Score -5879088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5879088.500000 Penalty: 3476.598633
	Iteration 28Q: 3 clusters Score -5879088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5879099.500000 Penalty: 3476.598633
	Iteration 29Q: 3 clusters Score -5879100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5879104.000000 Penalty: 3476.598633
	Iteration 30Q: 3 clusters Score -5879104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5879101.000000 Penalty: 3476.598633
	Iteration 31Q: 3 clusters Score -5879101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5879101.000000 Penalty: 3476.598633
	Iteration 32F: 3 clusters Score -5879101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Entering Unmasked Estep 
Score: -1988815.875000 Penalty: 1566.104614
	Iteration 0F: 2 clusters Score -1988816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1978234.375000 Penalty: 3132.209229
	Iteration 0F: 3 clusters Score -1978234 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1981811.000000 Penalty: 3132.209229
	Iteration 1F: 3 clusters Score -1981811 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1982098.500000 Penalty: 3132.209229
	Iteration 2F: 3 clusters Score -1982098 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1982361.375000 Penalty: 3132.209229
	Iteration 3Q: 3 clusters Score -1982361 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1982598.375000 Penalty: 3132.209229
	Iteration 4Q: 3 clusters Score -1982598 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1982829.750000 Penalty: 3132.209229
	Iteration 5Q: 3 clusters Score -1982830 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1983111.375000 Penalty: 3132.209229
	Iteration 6Q: 3 clusters Score -1983111 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1983445.375000 Penalty: 3132.209229
	Iteration 7Q: 3 clusters Score -1983445 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1983848.750000 Penalty: 3132.209229
	Iteration 8Q: 3 clusters Score -1983849 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1984337.375000 Penalty: 3132.209229
	Iteration 9F: 3 clusters Score -1984337 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1984876.500000 Penalty: 3132.209229
	Iteration 10F: 3 clusters Score -1984876 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1985452.125000 Penalty: 3132.209229
	Iteration 11F: 3 clusters Score -1985452 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1985958.625000 Penalty: 3132.209229
	Iteration 12Q: 3 clusters Score -1985959 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1986365.625000 Penalty: 3132.209229
	Iteration 13Q: 3 clusters Score -1986366 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1986731.000000 Penalty: 3132.209229
	Iteration 14Q: 3 clusters Score -1986731 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1987018.500000 Penalty: 3132.209229
	Iteration 15Q: 3 clusters Score -1987018 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1987236.250000 Penalty: 3132.209229
	Iteration 16Q: 3 clusters Score -1987236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1987437.750000 Penalty: 3132.209229
	Iteration 17Q: 3 clusters Score -1987438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1987563.500000 Penalty: 3132.209229
	Iteration 18Q: 3 clusters Score -1987564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1987623.875000 Penalty: 3132.209229
	Iteration 19Q: 3 clusters Score -1987624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1987641.875000 Penalty: 3132.209229
	Iteration 20F: 3 clusters Score -1987642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1987655.000000 Penalty: 3132.209229
	Iteration 21Q: 3 clusters Score -1987655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1987663.750000 Penalty: 3132.209229
	Iteration 22Q: 3 clusters Score -1987664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1987666.750000 Penalty: 3132.209229
	Iteration 23Q: 3 clusters Score -1987667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1987667.125000 Penalty: 3132.209229
	Iteration 24Q: 3 clusters Score -1987667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1987668.375000 Penalty: 3132.209229
	Iteration 25Q: 3 clusters Score -1987668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1987666.750000 Penalty: 3132.209229
	Iteration 26Q: 3 clusters Score -1987667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1987668.750000 Penalty: 3132.209229
	Iteration 27Q: 3 clusters Score -1987669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1987670.500000 Penalty: 3132.209229
	Iteration 28Q: 3 clusters Score -1987670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1987672.500000 Penalty: 3132.209229
	Iteration 29Q: 3 clusters Score -1987672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1987672.750000 Penalty: 3132.209229
	Iteration 30Q: 3 clusters Score -1987673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1987672.750000 Penalty: 3132.209229
	Iteration 31F: 3 clusters Score -1987673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Entering Unmasked Estep 
Score: -8586598.000000 Penalty: 1800.830688
	Iteration 0F: 2 clusters Score -8586598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8545416.000000 Penalty: 3601.661377
	Iteration 0F: 3 clusters Score -8545416 nChanged 30681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8562733.000000 Penalty: 3601.661377
	Iteration 1F: 3 clusters Score -8562733 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -8563295.000000 Penalty: 3601.661377
	Iteration 2Q: 3 clusters Score -8563295 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -8564106.000000 Penalty: 3601.661377
	Iteration 3Q: 3 clusters Score -8564106 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8565292.000000 Penalty: 3601.661377
	Iteration 4Q: 3 clusters Score -8565292 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8567421.000000 Penalty: 3601.661377
	Iteration 5F: 3 clusters Score -8567421 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8570758.000000 Penalty: 3601.661377
	Iteration 6F: 3 clusters Score -8570758 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -8574950.000000 Penalty: 3601.661377
	Iteration 7F: 3 clusters Score -8574950 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -8579150.000000 Penalty: 3601.661377
	Iteration 8F: 3 clusters Score -8579150 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -8582155.000000 Penalty: 3601.661377
	Iteration 9F: 3 clusters Score -8582155 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8583733.000000 Penalty: 3601.661377
	Iteration 10Q: 3 clusters Score -8583733 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -8584412.000000 Penalty: 3601.661377
	Iteration 11Q: 3 clusters Score -8584412 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -8584675.000000 Penalty: 3601.661377
	Iteration 12Q: 3 clusters Score -8584675 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -8584810.000000 Penalty: 3601.661377
	Iteration 13Q: 3 clusters Score -8584810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -8584892.000000 Penalty: 3601.661377
	Iteration 14Q: 3 clusters Score -8584892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -8584937.000000 Penalty: 3601.661377
	Iteration 15Q: 3 clusters Score -8584937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -8584954.000000 Penalty: 3601.661377
	Iteration 16Q: 3 clusters Score -8584954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -8584967.000000 Penalty: 3601.661377
	Iteration 17Q: 3 clusters Score -8584967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8584988.000000 Penalty: 3601.661377
	Iteration 18Q: 3 clusters Score -8584988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -8584997.000000 Penalty: 3601.661377
	Iteration 19Q: 3 clusters Score -8584997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8584997.000000 Penalty: 3601.661377
	Iteration 20F: 3 clusters Score -8584997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -39609.515625 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -39609.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38745.152344 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -38745.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38829.894531 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -38829.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38847.898438 Penalty: 1869.586060
	Iteration 2Q: 3 clusters Score -38847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38852.324219 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -38852.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38855.929688 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -38855.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38855.929688 Penalty: 1869.586060
	Iteration 5F: 3 clusters Score -38855.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44720.640625 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44720.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -44857.070312 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44857.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44913.699219 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -44913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44949.656250 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -44949.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44972.429688 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -44972.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44985.859375 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -44985.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -44999.199219 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -44999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -45014.808594 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45014.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -45041.597656 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -45078.691406 Penalty: 1879.743286
	Iteration 9Q: 3 clusters Score -45078.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -45106.820312 Penalty: 1879.743286
	Iteration 10Q: 3 clusters Score -45106.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -45139.824219 Penalty: 1879.743286
	Iteration 11Q: 3 clusters Score -45139.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -45143.367188 Penalty: 1879.743286
	Iteration 12Q: 3 clusters Score -45143.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -45153.507812 Penalty: 1879.743286
	Iteration 13Q: 3 clusters Score -45153.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -45153.507812 Penalty: 1879.743286
	Iteration 14F: 3 clusters Score -45153.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1924594.875000 Penalty: 1567.844238
	Iteration 0F: 2 clusters Score -1924595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1913938.125000 Penalty: 3135.688477
	Iteration 0F: 3 clusters Score -1913938 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1917749.125000 Penalty: 3135.688477
	Iteration 1F: 3 clusters Score -1917749 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1918188.125000 Penalty: 3135.688477
	Iteration 2F: 3 clusters Score -1918188 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1918674.375000 Penalty: 3135.688477
	Iteration 3F: 3 clusters Score -1918674 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1919201.125000 Penalty: 3135.688477
	Iteration 4F: 3 clusters Score -1919201 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1919812.000000 Penalty: 3135.688477
	Iteration 5F: 3 clusters Score -1919812 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1920413.750000 Penalty: 3135.688477
	Iteration 6F: 3 clusters Score -1920414 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1920919.000000 Penalty: 3135.688477
	Iteration 7F: 3 clusters Score -1920919 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1921321.375000 Penalty: 3135.688477
	Iteration 8Q: 3 clusters Score -1921321 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1921629.125000 Penalty: 3135.688477
	Iteration 9Q: 3 clusters Score -1921629 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1921846.750000 Penalty: 3135.688477
	Iteration 10Q: 3 clusters Score -1921847 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1922021.750000 Penalty: 3135.688477
	Iteration 11Q: 3 clusters Score -1922022 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1922172.375000 Penalty: 3135.688477
	Iteration 12Q: 3 clusters Score -1922172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1922280.750000 Penalty: 3135.688477
	Iteration 13Q: 3 clusters Score -1922281 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1922365.125000 Penalty: 3135.688477
	Iteration 14Q: 3 clusters Score -1922365 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1922442.500000 Penalty: 3135.688477
	Iteration 15Q: 3 clusters Score -1922442 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1922538.625000 Penalty: 3135.688477
	Iteration 16Q: 3 clusters Score -1922539 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1922607.125000 Penalty: 3135.688477
	Iteration 17Q: 3 clusters Score -1922607 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1922677.875000 Penalty: 3135.688477
	Iteration 18Q: 3 clusters Score -1922678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1922739.750000 Penalty: 3135.688477
	Iteration 19Q: 3 clusters Score -1922740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1922796.875000 Penalty: 3135.688477
	Iteration 20F: 3 clusters Score -1922797 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1922832.625000 Penalty: 3135.688477
	Iteration 21Q: 3 clusters Score -1922833 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1922888.750000 Penalty: 3135.688477
	Iteration 22Q: 3 clusters Score -1922889 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1922961.375000 Penalty: 3135.688477
	Iteration 23Q: 3 clusters Score -1922961 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1923043.875000 Penalty: 3135.688477
	Iteration 24Q: 3 clusters Score -1923044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1923128.375000 Penalty: 3135.688477
	Iteration 25Q: 3 clusters Score -1923128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1923196.500000 Penalty: 3135.688477
	Iteration 26Q: 3 clusters Score -1923196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1923265.375000 Penalty: 3135.688477
	Iteration 27Q: 3 clusters Score -1923265 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1923334.000000 Penalty: 3135.688477
	Iteration 28Q: 3 clusters Score -1923334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1923401.750000 Penalty: 3135.688477
	Iteration 29Q: 3 clusters Score -1923402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1923461.500000 Penalty: 3135.688477
	Iteration 30Q: 3 clusters Score -1923462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1923510.750000 Penalty: 3135.688477
	Iteration 31Q: 3 clusters Score -1923511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1923565.125000 Penalty: 3135.688477
	Iteration 32Q: 3 clusters Score -1923565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1923623.625000 Penalty: 3135.688477
	Iteration 33Q: 3 clusters Score -1923624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1923695.000000 Penalty: 3135.688477
	Iteration 34Q: 3 clusters Score -1923695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1923778.750000 Penalty: 3135.688477
	Iteration 35Q: 3 clusters Score -1923779 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1923871.375000 Penalty: 3135.688477
	Iteration 36Q: 3 clusters Score -1923871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1923983.250000 Penalty: 3135.688477
	Iteration 37Q: 3 clusters Score -1923983 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1924081.375000 Penalty: 3135.688477
	Iteration 38Q: 3 clusters Score -1924081 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1924164.625000 Penalty: 3135.688477
	Iteration 39Q: 3 clusters Score -1924165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1924243.875000 Penalty: 3135.688477
	Iteration 40F: 3 clusters Score -1924244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1924298.250000 Penalty: 3135.688477
	Iteration 41Q: 3 clusters Score -1924298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1924323.625000 Penalty: 3135.688477
	Iteration 42Q: 3 clusters Score -1924324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1924339.250000 Penalty: 3135.688477
	Iteration 43Q: 3 clusters Score -1924339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1924355.500000 Penalty: 3135.688477
	Iteration 44Q: 3 clusters Score -1924356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1924374.375000 Penalty: 3135.688477
	Iteration 45Q: 3 clusters Score -1924374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1924386.000000 Penalty: 3135.688477
	Iteration 46Q: 3 clusters Score -1924386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1924396.625000 Penalty: 3135.688477
	Iteration 47Q: 3 clusters Score -1924397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1924403.375000 Penalty: 3135.688477
	Iteration 48Q: 3 clusters Score -1924403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1924414.375000 Penalty: 3135.688477
	Iteration 49Q: 3 clusters Score -1924414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1924417.875000 Penalty: 3135.688477
	Iteration 50Q: 3 clusters Score -1924418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1924426.375000 Penalty: 3135.688477
	Iteration 51Q: 3 clusters Score -1924426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1924431.000000 Penalty: 3135.688477
	Iteration 52Q: 3 clusters Score -1924431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1924434.750000 Penalty: 3135.688477
	Iteration 53Q: 3 clusters Score -1924435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1924436.875000 Penalty: 3135.688477
	Iteration 54Q: 3 clusters Score -1924437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1924440.500000 Penalty: 3135.688477
	Iteration 55Q: 3 clusters Score -1924440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1924438.875000 Penalty: 3135.688477
	Iteration 56Q: 3 clusters Score -1924439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1924440.875000 Penalty: 3135.688477
	Iteration 57Q: 3 clusters Score -1924441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1924439.000000 Penalty: 3135.688477
	Iteration 58Q: 3 clusters Score -1924439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1924440.000000 Penalty: 3135.688477
	Iteration 59Q: 3 clusters Score -1924440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1924441.125000 Penalty: 3135.688477
	Iteration 60F: 3 clusters Score -1924441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1924441.000000 Penalty: 3135.688477
	Iteration 61Q: 3 clusters Score -1924441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1924442.875000 Penalty: 3135.688477
	Iteration 62Q: 3 clusters Score -1924443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1924443.250000 Penalty: 3135.688477
	Iteration 63Q: 3 clusters Score -1924443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1924442.375000 Penalty: 3135.688477
	Iteration 64Q: 3 clusters Score -1924442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1924440.375000 Penalty: 3135.688477
	Iteration 65Q: 3 clusters Score -1924440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1924444.125000 Penalty: 3135.688477
	Iteration 66Q: 3 clusters Score -1924444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1924442.375000 Penalty: 3135.688477
	Iteration 67Q: 3 clusters Score -1924442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1924441.000000 Penalty: 3135.688477
	Iteration 68Q: 3 clusters Score -1924441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1924444.750000 Penalty: 3135.688477
	Iteration 69Q: 3 clusters Score -1924445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1924447.250000 Penalty: 3135.688477
	Iteration 70Q: 3 clusters Score -1924447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1924446.000000 Penalty: 3135.688477
	Iteration 71Q: 3 clusters Score -1924446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1924446.250000 Penalty: 3135.688477
	Iteration 72Q: 3 clusters Score -1924446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1924446.250000 Penalty: 3135.688477
	Iteration 73F: 3 clusters Score -1924446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8374.541992 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8374.542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8560.593750 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8560.594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8616.786133 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8616.786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8639.773438 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8639.773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8643.828125 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8643.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8643.828125 Penalty: 1710.374268
	Iteration 5F: 3 clusters Score -8643.828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -411363.187500 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -411363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -409002.500000 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -409002.5 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -409543.812500 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -409543.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -409669.625000 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -409669.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -409741.343750 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -409741.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -409780.218750 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -409780.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -409810.781250 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -409810.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -409837.625000 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -409837.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -409861.062500 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -409861.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -409884.906250 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -409884.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -409897.437500 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -409897.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -409911.281250 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -409911.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -409916.187500 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -409916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -409919.375000 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -409919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -409923.906250 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -409923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -409926.875000 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -409926.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -409931.093750 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -409931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -409932.656250 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -409932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -409933.687500 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -409933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -409935.062500 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -409935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -409937.281250 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -409937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -409937.843750 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -409937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -409938.312500 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -409938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -409938.562500 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -409938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -409938.656250 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -409938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -409938.937500 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -409938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -409939.156250 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -409939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -409939.843750 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -409939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -409939.843750 Penalty: 2539.154297
	Iteration 27F: 3 clusters Score -409939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31326.570312 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31326.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31465.572266 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31465.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31516.792969 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31516.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31536.085938 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31536.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31541.611328 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31541.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31553.470703 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31553.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31553.470703 Penalty: 1832.465332
	Iteration 6F: 3 clusters Score -31553.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -666351.312500 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -666351.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -662293.937500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -662293.9 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -663467.375000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -663467.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -663653.937500 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -663653.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -663787.187500 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -663787.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -663892.687500 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -663892.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -664000.000000 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -664000 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -664116.937500 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -664116.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -664239.187500 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -664239.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -664362.625000 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -664362.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -664516.500000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -664516.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -664726.875000 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -664726.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -664959.125000 Penalty: 2776.429932
	Iteration 11F: 3 clusters Score -664959.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -665145.312500 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -665145.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -665277.562500 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -665277.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -665361.125000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -665361.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -665413.375000 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -665413.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -665447.937500 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -665447.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -665465.812500 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -665465.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -665479.875000 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -665479.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -665488.062500 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -665488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -665491.937500 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -665491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -665500.312500 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -665500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -665503.687500 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -665503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -665504.625000 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -665504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -665507.312500 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -665507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -665508.000000 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -665508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -665508.000000 Penalty: 2776.429932
	Iteration 26F: 3 clusters Score -665508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Entering Unmasked Estep 
Score: -940303.062500 Penalty: 1438.558105
	Iteration 0F: 2 clusters Score -940303.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -935044.375000 Penalty: 2877.116211
	Iteration 0F: 3 clusters Score -935044.4 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -936636.625000 Penalty: 2877.116211
	Iteration 1F: 3 clusters Score -936636.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -936870.125000 Penalty: 2877.116211
	Iteration 2F: 3 clusters Score -936870.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -937043.187500 Penalty: 2877.116211
	Iteration 3F: 3 clusters Score -937043.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -937173.312500 Penalty: 2877.116211
	Iteration 4Q: 3 clusters Score -937173.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -937293.750000 Penalty: 2877.116211
	Iteration 5Q: 3 clusters Score -937293.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -937416.562500 Penalty: 2877.116211
	Iteration 6Q: 3 clusters Score -937416.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -937560.875000 Penalty: 2877.116211
	Iteration 7Q: 3 clusters Score -937560.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -937733.250000 Penalty: 2877.116211
	Iteration 8Q: 3 clusters Score -937733.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -937969.125000 Penalty: 2877.116211
	Iteration 9Q: 3 clusters Score -937969.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -938192.000000 Penalty: 2877.116211
	Iteration 10Q: 3 clusters Score -938192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -938379.937500 Penalty: 2877.116211
	Iteration 11Q: 3 clusters Score -938379.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -938572.000000 Penalty: 2877.116211
	Iteration 12Q: 3 clusters Score -938572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -938730.500000 Penalty: 2877.116211
	Iteration 13Q: 3 clusters Score -938730.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -938831.812500 Penalty: 2877.116211
	Iteration 14Q: 3 clusters Score -938831.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -938900.187500 Penalty: 2877.116211
	Iteration 15Q: 3 clusters Score -938900.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -938955.000000 Penalty: 2877.116211
	Iteration 16Q: 3 clusters Score -938955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -938992.625000 Penalty: 2877.116211
	Iteration 17Q: 3 clusters Score -938992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -939009.250000 Penalty: 2877.116211
	Iteration 18Q: 3 clusters Score -939009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -939020.750000 Penalty: 2877.116211
	Iteration 19Q: 3 clusters Score -939020.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -939032.187500 Penalty: 2877.116211
	Iteration 20F: 3 clusters Score -939032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -939045.375000 Penalty: 2877.116211
	Iteration 21Q: 3 clusters Score -939045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -939055.437500 Penalty: 2877.116211
	Iteration 22Q: 3 clusters Score -939055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -939069.062500 Penalty: 2877.116211
	Iteration 23Q: 3 clusters Score -939069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -939074.250000 Penalty: 2877.116211
	Iteration 24Q: 3 clusters Score -939074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -939075.687500 Penalty: 2877.116211
	Iteration 25Q: 3 clusters Score -939075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -939078.125000 Penalty: 2877.116211
	Iteration 26Q: 3 clusters Score -939078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -939078.125000 Penalty: 2877.116211
	Iteration 27F: 3 clusters Score -939078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -1055465.625000 Penalty: 1458.375366
	Iteration 0F: 2 clusters Score -1055466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1049594.625000 Penalty: 2916.750732
	Iteration 0F: 3 clusters Score -1049595 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1051457.750000 Penalty: 2916.750732
	Iteration 1F: 3 clusters Score -1051458 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1051698.250000 Penalty: 2916.750732
	Iteration 2F: 3 clusters Score -1051698 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1051879.000000 Penalty: 2916.750732
	Iteration 3F: 3 clusters Score -1051879 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1052041.625000 Penalty: 2916.750732
	Iteration 4Q: 3 clusters Score -1052042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1052181.375000 Penalty: 2916.750732
	Iteration 5Q: 3 clusters Score -1052181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1052323.375000 Penalty: 2916.750732
	Iteration 6Q: 3 clusters Score -1052323 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1052457.375000 Penalty: 2916.750732
	Iteration 7Q: 3 clusters Score -1052457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1052594.500000 Penalty: 2916.750732
	Iteration 8Q: 3 clusters Score -1052594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1052735.500000 Penalty: 2916.750732
	Iteration 9Q: 3 clusters Score -1052736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1052870.000000 Penalty: 2916.750732
	Iteration 10Q: 3 clusters Score -1052870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1053014.625000 Penalty: 2916.750732
	Iteration 11Q: 3 clusters Score -1053015 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1053164.375000 Penalty: 2916.750732
	Iteration 12Q: 3 clusters Score -1053164 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1053315.500000 Penalty: 2916.750732
	Iteration 13Q: 3 clusters Score -1053316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1053423.625000 Penalty: 2916.750732
	Iteration 14Q: 3 clusters Score -1053424 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1053493.875000 Penalty: 2916.750732
	Iteration 15Q: 3 clusters Score -1053494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1053532.000000 Penalty: 2916.750732
	Iteration 16Q: 3 clusters Score -1053532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1053553.625000 Penalty: 2916.750732
	Iteration 17Q: 3 clusters Score -1053554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1053568.125000 Penalty: 2916.750732
	Iteration 18Q: 3 clusters Score -1053568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1053578.625000 Penalty: 2916.750732
	Iteration 19Q: 3 clusters Score -1053579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1053588.875000 Penalty: 2916.750732
	Iteration 20F: 3 clusters Score -1053589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1053599.500000 Penalty: 2916.750732
	Iteration 21Q: 3 clusters Score -1053600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1053609.750000 Penalty: 2916.750732
	Iteration 22Q: 3 clusters Score -1053610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1053614.500000 Penalty: 2916.750732
	Iteration 23Q: 3 clusters Score -1053614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1053620.250000 Penalty: 2916.750732
	Iteration 24Q: 3 clusters Score -1053620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1053624.125000 Penalty: 2916.750732
	Iteration 25Q: 3 clusters Score -1053624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1053628.750000 Penalty: 2916.750732
	Iteration 26Q: 3 clusters Score -1053629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1053636.125000 Penalty: 2916.750732
	Iteration 27Q: 3 clusters Score -1053636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1053637.375000 Penalty: 2916.750732
	Iteration 28Q: 3 clusters Score -1053637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1053641.750000 Penalty: 2916.750732
	Iteration 29Q: 3 clusters Score -1053642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1053645.125000 Penalty: 2916.750732
	Iteration 30Q: 3 clusters Score -1053645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1053646.250000 Penalty: 2916.750732
	Iteration 31Q: 3 clusters Score -1053646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1053649.500000 Penalty: 2916.750732
	Iteration 32Q: 3 clusters Score -1053650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1053650.000000 Penalty: 2916.750732
	Iteration 33Q: 3 clusters Score -1053650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1053653.875000 Penalty: 2916.750732
	Iteration 34Q: 3 clusters Score -1053654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053657.125000 Penalty: 2916.750732
	Iteration 35Q: 3 clusters Score -1053657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1053659.500000 Penalty: 2916.750732
	Iteration 36Q: 3 clusters Score -1053660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1053661.125000 Penalty: 2916.750732
	Iteration 37Q: 3 clusters Score -1053661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1053664.500000 Penalty: 2916.750732
	Iteration 38Q: 3 clusters Score -1053664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1053669.375000 Penalty: 2916.750732
	Iteration 39Q: 3 clusters Score -1053669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1053670.500000 Penalty: 2916.750732
	Iteration 40F: 3 clusters Score -1053670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1053675.625000 Penalty: 2916.750732
	Iteration 41Q: 3 clusters Score -1053676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1053677.375000 Penalty: 2916.750732
	Iteration 42Q: 3 clusters Score -1053677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1053685.250000 Penalty: 2916.750732
	Iteration 43Q: 3 clusters Score -1053685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1053688.625000 Penalty: 2916.750732
	Iteration 44Q: 3 clusters Score -1053689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1053695.750000 Penalty: 2916.750732
	Iteration 45Q: 3 clusters Score -1053696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1053702.125000 Penalty: 2916.750732
	Iteration 46Q: 3 clusters Score -1053702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1053708.875000 Penalty: 2916.750732
	Iteration 47Q: 3 clusters Score -1053709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1053713.125000 Penalty: 2916.750732
	Iteration 48Q: 3 clusters Score -1053713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1053722.500000 Penalty: 2916.750732
	Iteration 49Q: 3 clusters Score -1053722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1053728.875000 Penalty: 2916.750732
	Iteration 50Q: 3 clusters Score -1053729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1053742.375000 Penalty: 2916.750732
	Iteration 51Q: 3 clusters Score -1053742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1053754.500000 Penalty: 2916.750732
	Iteration 52Q: 3 clusters Score -1053754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1053763.250000 Penalty: 2916.750732
	Iteration 53Q: 3 clusters Score -1053763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1053778.125000 Penalty: 2916.750732
	Iteration 54Q: 3 clusters Score -1053778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1053789.000000 Penalty: 2916.750732
	Iteration 55Q: 3 clusters Score -1053789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1053796.375000 Penalty: 2916.750732
	Iteration 56Q: 3 clusters Score -1053796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1053801.750000 Penalty: 2916.750732
	Iteration 57Q: 3 clusters Score -1053802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1053806.125000 Penalty: 2916.750732
	Iteration 58Q: 3 clusters Score -1053806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1053810.125000 Penalty: 2916.750732
	Iteration 59Q: 3 clusters Score -1053810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1053812.375000 Penalty: 2916.750732
	Iteration 60F: 3 clusters Score -1053812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1053816.250000 Penalty: 2916.750732
	Iteration 61Q: 3 clusters Score -1053816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1053818.625000 Penalty: 2916.750732
	Iteration 62Q: 3 clusters Score -1053819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1053823.000000 Penalty: 2916.750732
	Iteration 63Q: 3 clusters Score -1053823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1053828.375000 Penalty: 2916.750732
	Iteration 64Q: 3 clusters Score -1053828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1053829.875000 Penalty: 2916.750732
	Iteration 65Q: 3 clusters Score -1053830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1053834.750000 Penalty: 2916.750732
	Iteration 66Q: 3 clusters Score -1053835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1053838.500000 Penalty: 2916.750732
	Iteration 67Q: 3 clusters Score -1053838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1053840.125000 Penalty: 2916.750732
	Iteration 68Q: 3 clusters Score -1053840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1053845.750000 Penalty: 2916.750732
	Iteration 69Q: 3 clusters Score -1053846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1053847.500000 Penalty: 2916.750732
	Iteration 70Q: 3 clusters Score -1053848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1053851.000000 Penalty: 2916.750732
	Iteration 71Q: 3 clusters Score -1053851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1053854.500000 Penalty: 2916.750732
	Iteration 72Q: 3 clusters Score -1053854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1053856.625000 Penalty: 2916.750732
	Iteration 73Q: 3 clusters Score -1053857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1053859.250000 Penalty: 2916.750732
	Iteration 74Q: 3 clusters Score -1053859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1053865.500000 Penalty: 2916.750732
	Iteration 75Q: 3 clusters Score -1053866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1053867.875000 Penalty: 2916.750732
	Iteration 76Q: 3 clusters Score -1053868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1053870.250000 Penalty: 2916.750732
	Iteration 77Q: 3 clusters Score -1053870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1053876.500000 Penalty: 2916.750732
	Iteration 78Q: 3 clusters Score -1053876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1053878.000000 Penalty: 2916.750732
	Iteration 79Q: 3 clusters Score -1053878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1053885.625000 Penalty: 2916.750732
	Iteration 80F: 3 clusters Score -1053886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1053888.500000 Penalty: 2916.750732
	Iteration 81Q: 3 clusters Score -1053888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1053896.750000 Penalty: 2916.750732
	Iteration 82Q: 3 clusters Score -1053897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1053904.250000 Penalty: 2916.750732
	Iteration 83Q: 3 clusters Score -1053904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1053916.250000 Penalty: 2916.750732
	Iteration 84Q: 3 clusters Score -1053916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1053925.250000 Penalty: 2916.750732
	Iteration 85Q: 3 clusters Score -1053925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1053931.000000 Penalty: 2916.750732
	Iteration 86Q: 3 clusters Score -1053931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1053939.500000 Penalty: 2916.750732
	Iteration 87Q: 3 clusters Score -1053940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1053942.875000 Penalty: 2916.750732
	Iteration 88Q: 3 clusters Score -1053943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1053944.375000 Penalty: 2916.750732
	Iteration 89Q: 3 clusters Score -1053944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1053948.250000 Penalty: 2916.750732
	Iteration 90Q: 3 clusters Score -1053948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1053953.500000 Penalty: 2916.750732
	Iteration 91Q: 3 clusters Score -1053954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1053961.625000 Penalty: 2916.750732
	Iteration 92Q: 3 clusters Score -1053962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1053970.125000 Penalty: 2916.750732
	Iteration 93Q: 3 clusters Score -1053970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1053978.125000 Penalty: 2916.750732
	Iteration 94Q: 3 clusters Score -1053978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1053988.250000 Penalty: 2916.750732
	Iteration 95Q: 3 clusters Score -1053988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1053998.000000 Penalty: 2916.750732
	Iteration 96Q: 3 clusters Score -1053998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1054006.125000 Penalty: 2916.750732
	Iteration 97Q: 3 clusters Score -1054006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1054014.750000 Penalty: 2916.750732
	Iteration 98Q: 3 clusters Score -1054015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1054019.125000 Penalty: 2916.750732
	Iteration 99Q: 3 clusters Score -1054019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1054023.625000 Penalty: 2916.750732
	Iteration 100F: 3 clusters Score -1054024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1054031.000000 Penalty: 2916.750732
	Iteration 101Q: 3 clusters Score -1054031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1054037.625000 Penalty: 2916.750732
	Iteration 102Q: 3 clusters Score -1054038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1054039.875000 Penalty: 2916.750732
	Iteration 103Q: 3 clusters Score -1054040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1054049.000000 Penalty: 2916.750732
	Iteration 104Q: 3 clusters Score -1054049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1054055.000000 Penalty: 2916.750732
	Iteration 105Q: 3 clusters Score -1054055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1054056.375000 Penalty: 2916.750732
	Iteration 106Q: 3 clusters Score -1054056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1054062.500000 Penalty: 2916.750732
	Iteration 107Q: 3 clusters Score -1054062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1054070.750000 Penalty: 2916.750732
	Iteration 108Q: 3 clusters Score -1054071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1054072.875000 Penalty: 2916.750732
	Iteration 109Q: 3 clusters Score -1054073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1054075.750000 Penalty: 2916.750732
	Iteration 110Q: 3 clusters Score -1054076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1054078.625000 Penalty: 2916.750732
	Iteration 111Q: 3 clusters Score -1054079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1054080.250000 Penalty: 2916.750732
	Iteration 112Q: 3 clusters Score -1054080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1054082.625000 Penalty: 2916.750732
	Iteration 113Q: 3 clusters Score -1054083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1054083.500000 Penalty: 2916.750732
	Iteration 114Q: 3 clusters Score -1054084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1054085.250000 Penalty: 2916.750732
	Iteration 115Q: 3 clusters Score -1054085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1054086.375000 Penalty: 2916.750732
	Iteration 116Q: 3 clusters Score -1054086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1054088.375000 Penalty: 2916.750732
	Iteration 117Q: 3 clusters Score -1054088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1054087.750000 Penalty: 2916.750732
	Iteration 118Q: 3 clusters Score -1054088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1054092.125000 Penalty: 2916.750732
	Iteration 119Q: 3 clusters Score -1054092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1054093.500000 Penalty: 2916.750732
	Iteration 120F: 3 clusters Score -1054094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1054094.125000 Penalty: 2916.750732
	Iteration 121Q: 3 clusters Score -1054094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1054096.250000 Penalty: 2916.750732
	Iteration 122Q: 3 clusters Score -1054096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1054096.875000 Penalty: 2916.750732
	Iteration 123Q: 3 clusters Score -1054097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1054097.000000 Penalty: 2916.750732
	Iteration 124Q: 3 clusters Score -1054097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1054095.125000 Penalty: 2916.750732
	Iteration 125Q: 3 clusters Score -1054095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1054095.125000 Penalty: 2916.750732
	Iteration 126Q: 3 clusters Score -1054095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1054095.125000 Penalty: 2916.750732
	Iteration 127F: 3 clusters Score -1054095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -76785.335938 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -76785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75568.906250 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -75568.91 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75798.664062 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -75798.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75881.140625 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -75881.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75950.882812 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -75950.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76049.757812 Penalty: 2109.485107
	Iteration 4F: 3 clusters Score -76049.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76173.992188 Penalty: 2109.485107
	Iteration 5F: 3 clusters Score -76173.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76282.125000 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -76282.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76384.804688 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -76384.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76471.945312 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -76471.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76526.210938 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -76526.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76554.500000 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -76554.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76580.085938 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -76580.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76610.453125 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -76610.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76615.007812 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -76615.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76626.851562 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -76626.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76634.179688 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -76634.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76638.921875 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -76638.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76653.437500 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -76653.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76660.046875 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -76660.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76665.695312 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -76665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76676.203125 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -76676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76683.570312 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -76683.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76689.757812 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -76689.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76696.562500 Penalty: 2109.485107
	Iteration 23Q: 3 clusters Score -76696.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76701.789062 Penalty: 2109.485107
	Iteration 24Q: 3 clusters Score -76701.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76705.023438 Penalty: 2109.485107
	Iteration 25Q: 3 clusters Score -76705.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76705.023438 Penalty: 2109.485107
	Iteration 26F: 3 clusters Score -76705.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -603375.000000 Penalty: 1369.928223
	Iteration 0F: 2 clusters Score -603375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -599670.062500 Penalty: 2739.856445
	Iteration 0F: 3 clusters Score -599670.1 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -600676.375000 Penalty: 2739.856445
	Iteration 1F: 3 clusters Score -600676.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -600877.250000 Penalty: 2739.856445
	Iteration 2F: 3 clusters Score -600877.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -601032.062500 Penalty: 2739.856445
	Iteration 3F: 3 clusters Score -601032.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -601175.437500 Penalty: 2739.856445
	Iteration 4Q: 3 clusters Score -601175.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -601304.062500 Penalty: 2739.856445
	Iteration 5Q: 3 clusters Score -601304.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601426.625000 Penalty: 2739.856445
	Iteration 6Q: 3 clusters Score -601426.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -601547.500000 Penalty: 2739.856445
	Iteration 7Q: 3 clusters Score -601547.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -601671.125000 Penalty: 2739.856445
	Iteration 8Q: 3 clusters Score -601671.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -601810.812500 Penalty: 2739.856445
	Iteration 9Q: 3 clusters Score -601810.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -601958.437500 Penalty: 2739.856445
	Iteration 10Q: 3 clusters Score -601958.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -602159.062500 Penalty: 2739.856445
	Iteration 11Q: 3 clusters Score -602159.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -602347.312500 Penalty: 2739.856445
	Iteration 12Q: 3 clusters Score -602347.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -602445.187500 Penalty: 2739.856445
	Iteration 13Q: 3 clusters Score -602445.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -602489.437500 Penalty: 2739.856445
	Iteration 14Q: 3 clusters Score -602489.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -602507.687500 Penalty: 2739.856445
	Iteration 15Q: 3 clusters Score -602507.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -602511.875000 Penalty: 2739.856445
	Iteration 16Q: 3 clusters Score -602511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -602512.437500 Penalty: 2739.856445
	Iteration 17Q: 3 clusters Score -602512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -602514.687500 Penalty: 2739.856445
	Iteration 18Q: 3 clusters Score -602514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -602515.375000 Penalty: 2739.856445
	Iteration 19Q: 3 clusters Score -602515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -602517.875000 Penalty: 2739.856445
	Iteration 20F: 3 clusters Score -602517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -602518.812500 Penalty: 2739.856445
	Iteration 21Q: 3 clusters Score -602518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -602520.500000 Penalty: 2739.856445
	Iteration 22Q: 3 clusters Score -602520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -602519.875000 Penalty: 2739.856445
	Iteration 23Q: 3 clusters Score -602519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -602521.312500 Penalty: 2739.856445
	Iteration 24Q: 3 clusters Score -602521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -602521.750000 Penalty: 2739.856445
	Iteration 25Q: 3 clusters Score -602521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -602521.750000 Penalty: 2739.856445
	Iteration 26F: 3 clusters Score -602521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48669.578125 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48669.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47667.300781 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47667.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47790.136719 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47790.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47844.296875 Penalty: 1966.928955
	Iteration 2Q: 3 clusters Score -47844.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47879.128906 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -47879.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47891.992188 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -47891.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47899.757812 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -47899.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47903.988281 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -47903.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47904.578125 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -47904.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47904.578125 Penalty: 1966.928955
	Iteration 8F: 3 clusters Score -47904.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -210232.250000 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -210232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -208562.531250 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -208562.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208996.875000 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -208996.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -209157.953125 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -209158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209274.437500 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -209274.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209360.187500 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -209360.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209410.125000 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -209410.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -209455.250000 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -209455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209488.156250 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -209488.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -209531.578125 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -209531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209561.203125 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -209561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209578.046875 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -209578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209589.562500 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -209589.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209604.296875 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -209604.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -209623.078125 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -209623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -209639.640625 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -209639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209653.109375 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -209653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209661.062500 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -209661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209667.078125 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -209667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209670.218750 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -209670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209677.015625 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -209677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209681.875000 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -209681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -209689.015625 Penalty: 2353.909180
	Iteration 21Q: 3 clusters Score -209689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209693.031250 Penalty: 2353.909180
	Iteration 22Q: 3 clusters Score -209693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -209696.531250 Penalty: 2353.909180
	Iteration 23Q: 3 clusters Score -209696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -209698.437500 Penalty: 2353.909180
	Iteration 24Q: 3 clusters Score -209698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -209701.515625 Penalty: 2353.909180
	Iteration 25Q: 3 clusters Score -209701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209702.531250 Penalty: 2353.909180
	Iteration 26Q: 3 clusters Score -209702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209705.109375 Penalty: 2353.909180
	Iteration 27Q: 3 clusters Score -209705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209705.671875 Penalty: 2353.909180
	Iteration 28Q: 3 clusters Score -209705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -209706.062500 Penalty: 2353.909180
	Iteration 29Q: 3 clusters Score -209706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -209706.062500 Penalty: 2353.909180
	Iteration 30F: 3 clusters Score -209706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19382.896484 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19468.062500 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19468.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19509.509766 Penalty: 1757.330811
	Iteration 2F: 3 clusters Score -19509.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19528.261719 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19528.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19534.148438 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19534.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19535.845703 Penalty: 1757.330811
	Iteration 5Q: 3 clusters Score -19535.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19535.845703 Penalty: 1757.330811
	Iteration 6F: 3 clusters Score -19535.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Entering Unmasked Estep 
Score: -5156533.000000 Penalty: 1717.288086
	Iteration 0F: 2 clusters Score -5156533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5130482.500000 Penalty: 3434.576172
	Iteration 0F: 3 clusters Score -5130482 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5141193.500000 Penalty: 3434.576172
	Iteration 1F: 3 clusters Score -5141194 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5142390.000000 Penalty: 3434.576172
	Iteration 2F: 3 clusters Score -5142390 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5143731.000000 Penalty: 3434.576172
	Iteration 3F: 3 clusters Score -5143731 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5145102.500000 Penalty: 3434.576172
	Iteration 4F: 3 clusters Score -5145102 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5146351.000000 Penalty: 3434.576172
	Iteration 5F: 3 clusters Score -5146351 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5147505.000000 Penalty: 3434.576172
	Iteration 6F: 3 clusters Score -5147505 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5148420.500000 Penalty: 3434.576172
	Iteration 7Q: 3 clusters Score -5148420 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5149278.000000 Penalty: 3434.576172
	Iteration 8Q: 3 clusters Score -5149278 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5149950.500000 Penalty: 3434.576172
	Iteration 9Q: 3 clusters Score -5149950 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5150349.000000 Penalty: 3434.576172
	Iteration 10Q: 3 clusters Score -5150349 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5150612.500000 Penalty: 3434.576172
	Iteration 11Q: 3 clusters Score -5150612 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5150828.000000 Penalty: 3434.576172
	Iteration 12Q: 3 clusters Score -5150828 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -5151007.000000 Penalty: 3434.576172
	Iteration 13Q: 3 clusters Score -5151007 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5151153.000000 Penalty: 3434.576172
	Iteration 14Q: 3 clusters Score -5151153 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5151330.500000 Penalty: 3434.576172
	Iteration 15Q: 3 clusters Score -5151330 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -5151468.000000 Penalty: 3434.576172
	Iteration 16Q: 3 clusters Score -5151468 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5151651.500000 Penalty: 3434.576172
	Iteration 17Q: 3 clusters Score -5151652 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -5151870.500000 Penalty: 3434.576172
	Iteration 18Q: 3 clusters Score -5151870 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -5152106.000000 Penalty: 3434.576172
	Iteration 19Q: 3 clusters Score -5152106 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -5152332.000000 Penalty: 3434.576172
	Iteration 20F: 3 clusters Score -5152332 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5152525.000000 Penalty: 3434.576172
	Iteration 21Q: 3 clusters Score -5152525 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -5152791.500000 Penalty: 3434.576172
	Iteration 22Q: 3 clusters Score -5152792 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5153033.500000 Penalty: 3434.576172
	Iteration 23Q: 3 clusters Score -5153034 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5153273.500000 Penalty: 3434.576172
	Iteration 24Q: 3 clusters Score -5153274 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -5153482.000000 Penalty: 3434.576172
	Iteration 25Q: 3 clusters Score -5153482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5153695.500000 Penalty: 3434.576172
	Iteration 26Q: 3 clusters Score -5153696 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5153850.500000 Penalty: 3434.576172
	Iteration 27Q: 3 clusters Score -5153850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5154035.000000 Penalty: 3434.576172
	Iteration 28Q: 3 clusters Score -5154035 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5154166.000000 Penalty: 3434.576172
	Iteration 29Q: 3 clusters Score -5154166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5154240.000000 Penalty: 3434.576172
	Iteration 30Q: 3 clusters Score -5154240 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5154322.500000 Penalty: 3434.576172
	Iteration 31Q: 3 clusters Score -5154322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5154365.000000 Penalty: 3434.576172
	Iteration 32Q: 3 clusters Score -5154365 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5154428.500000 Penalty: 3434.576172
	Iteration 33Q: 3 clusters Score -5154428 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5154462.500000 Penalty: 3434.576172
	Iteration 34Q: 3 clusters Score -5154462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5154511.500000 Penalty: 3434.576172
	Iteration 35Q: 3 clusters Score -5154512 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5154535.500000 Penalty: 3434.576172
	Iteration 36Q: 3 clusters Score -5154536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5154565.500000 Penalty: 3434.576172
	Iteration 37Q: 3 clusters Score -5154566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5154592.500000 Penalty: 3434.576172
	Iteration 38Q: 3 clusters Score -5154592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5154606.500000 Penalty: 3434.576172
	Iteration 39Q: 3 clusters Score -5154606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5154620.000000 Penalty: 3434.576172
	Iteration 40F: 3 clusters Score -5154620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5154639.000000 Penalty: 3434.576172
	Iteration 41Q: 3 clusters Score -5154639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5154655.500000 Penalty: 3434.576172
	Iteration 42Q: 3 clusters Score -5154656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5154684.000000 Penalty: 3434.576172
	Iteration 43Q: 3 clusters Score -5154684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5154707.500000 Penalty: 3434.576172
	Iteration 44Q: 3 clusters Score -5154708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5154739.500000 Penalty: 3434.576172
	Iteration 45Q: 3 clusters Score -5154740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5154753.000000 Penalty: 3434.576172
	Iteration 46Q: 3 clusters Score -5154753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5154784.000000 Penalty: 3434.576172
	Iteration 47Q: 3 clusters Score -5154784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5154824.000000 Penalty: 3434.576172
	Iteration 48Q: 3 clusters Score -5154824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5154852.000000 Penalty: 3434.576172
	Iteration 49Q: 3 clusters Score -5154852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5154891.500000 Penalty: 3434.576172
	Iteration 50Q: 3 clusters Score -5154892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5154916.500000 Penalty: 3434.576172
	Iteration 51Q: 3 clusters Score -5154916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5154953.000000 Penalty: 3434.576172
	Iteration 52Q: 3 clusters Score -5154953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5154990.500000 Penalty: 3434.576172
	Iteration 53Q: 3 clusters Score -5154990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5155007.500000 Penalty: 3434.576172
	Iteration 54Q: 3 clusters Score -5155008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5155023.500000 Penalty: 3434.576172
	Iteration 55Q: 3 clusters Score -5155024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5155050.500000 Penalty: 3434.576172
	Iteration 56Q: 3 clusters Score -5155050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5155069.000000 Penalty: 3434.576172
	Iteration 57Q: 3 clusters Score -5155069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5155078.000000 Penalty: 3434.576172
	Iteration 58Q: 3 clusters Score -5155078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5155089.000000 Penalty: 3434.576172
	Iteration 59Q: 3 clusters Score -5155089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5155105.000000 Penalty: 3434.576172
	Iteration 60F: 3 clusters Score -5155105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5155103.000000 Penalty: 3434.576172
	Iteration 61Q: 3 clusters Score -5155103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5155117.000000 Penalty: 3434.576172
	Iteration 62Q: 3 clusters Score -5155117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5155124.000000 Penalty: 3434.576172
	Iteration 63Q: 3 clusters Score -5155124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5155122.500000 Penalty: 3434.576172
	Iteration 64Q: 3 clusters Score -5155122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5155119.500000 Penalty: 3434.576172
	Iteration 65Q: 3 clusters Score -5155120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5155127.500000 Penalty: 3434.576172
	Iteration 66Q: 3 clusters Score -5155128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5155137.500000 Penalty: 3434.576172
	Iteration 67Q: 3 clusters Score -5155138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5155141.500000 Penalty: 3434.576172
	Iteration 68Q: 3 clusters Score -5155142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5155144.500000 Penalty: 3434.576172
	Iteration 69Q: 3 clusters Score -5155144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5155151.000000 Penalty: 3434.576172
	Iteration 70Q: 3 clusters Score -5155151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5155154.500000 Penalty: 3434.576172
	Iteration 71Q: 3 clusters Score -5155154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5155152.500000 Penalty: 3434.576172
	Iteration 72Q: 3 clusters Score -5155152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5155161.000000 Penalty: 3434.576172
	Iteration 73Q: 3 clusters Score -5155161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5155163.500000 Penalty: 3434.576172
	Iteration 74Q: 3 clusters Score -5155164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5155162.000000 Penalty: 3434.576172
	Iteration 75Q: 3 clusters Score -5155162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5155159.500000 Penalty: 3434.576172
	Iteration 76Q: 3 clusters Score -5155160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5155162.000000 Penalty: 3434.576172
	Iteration 77Q: 3 clusters Score -5155162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5155163.500000 Penalty: 3434.576172
	Iteration 78Q: 3 clusters Score -5155164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5155156.500000 Penalty: 3434.576172
	Iteration 79Q: 3 clusters Score -5155156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5155161.500000 Penalty: 3434.576172
	Iteration 80F: 3 clusters Score -5155162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5155162.500000 Penalty: 3434.576172
	Iteration 81Q: 3 clusters Score -5155162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5155162.500000 Penalty: 3434.576172
	Iteration 82Q: 3 clusters Score -5155162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5155172.000000 Penalty: 3434.576172
	Iteration 83Q: 3 clusters Score -5155172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5155166.500000 Penalty: 3434.576172
	Iteration 84Q: 3 clusters Score -5155166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5155164.500000 Penalty: 3434.576172
	Iteration 85Q: 3 clusters Score -5155164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5155162.500000 Penalty: 3434.576172
	Iteration 86Q: 3 clusters Score -5155162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5155164.000000 Penalty: 3434.576172
	Iteration 87Q: 3 clusters Score -5155164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5155164.500000 Penalty: 3434.576172
	Iteration 88Q: 3 clusters Score -5155164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5155164.500000 Penalty: 3434.576172
	Iteration 89F: 3 clusters Score -5155164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -6277327.500000 Penalty: 1748.435547
	Iteration 0F: 2 clusters Score -6277328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -6246280.000000 Penalty: 3496.871094
	Iteration 0F: 3 clusters Score -6246280 nChanged 22078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -6258914.000000 Penalty: 3496.871094
	Iteration 1F: 3 clusters Score -6258914 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -6259800.500000 Penalty: 3496.871094
	Iteration 2F: 3 clusters Score -6259800 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -6261104.500000 Penalty: 3496.871094
	Iteration 3F: 3 clusters Score -6261104 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -6263172.500000 Penalty: 3496.871094
	Iteration 4F: 3 clusters Score -6263172 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -6266000.000000 Penalty: 3496.871094
	Iteration 5F: 3 clusters Score -6266000 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6269078.000000 Penalty: 3496.871094
	Iteration 6F: 3 clusters Score -6269078 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6271937.500000 Penalty: 3496.871094
	Iteration 7F: 3 clusters Score -6271938 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6273837.000000 Penalty: 3496.871094
	Iteration 8Q: 3 clusters Score -6273837 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6274853.000000 Penalty: 3496.871094
	Iteration 9Q: 3 clusters Score -6274853 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6275391.000000 Penalty: 3496.871094
	Iteration 10Q: 3 clusters Score -6275391 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6275596.500000 Penalty: 3496.871094
	Iteration 11Q: 3 clusters Score -6275596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6275749.000000 Penalty: 3496.871094
	Iteration 12Q: 3 clusters Score -6275749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6275811.000000 Penalty: 3496.871094
	Iteration 13Q: 3 clusters Score -6275811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6275845.000000 Penalty: 3496.871094
	Iteration 14Q: 3 clusters Score -6275845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6275897.500000 Penalty: 3496.871094
	Iteration 15Q: 3 clusters Score -6275898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6275935.500000 Penalty: 3496.871094
	Iteration 16Q: 3 clusters Score -6275936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6275957.500000 Penalty: 3496.871094
	Iteration 17Q: 3 clusters Score -6275958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6275966.500000 Penalty: 3496.871094
	Iteration 18Q: 3 clusters Score -6275966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6275980.000000 Penalty: 3496.871094
	Iteration 19Q: 3 clusters Score -6275980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6275997.000000 Penalty: 3496.871094
	Iteration 20F: 3 clusters Score -6275997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6276001.000000 Penalty: 3496.871094
	Iteration 21Q: 3 clusters Score -6276001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6276005.500000 Penalty: 3496.871094
	Iteration 22Q: 3 clusters Score -6276006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6276003.500000 Penalty: 3496.871094
	Iteration 23Q: 3 clusters Score -6276004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6276003.500000 Penalty: 3496.871094
	Iteration 24F: 3 clusters Score -6276004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (62572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Entering Unmasked Estep 
Score: -8341895.000000 Penalty: 1794.661865
	Iteration 0F: 2 clusters Score -8341895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -8300986.000000 Penalty: 3589.323730
	Iteration 0F: 3 clusters Score -8300986 nChanged 29502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -8317789.000000 Penalty: 3589.323730
	Iteration 1F: 3 clusters Score -8317789 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -8318187.000000 Penalty: 3589.323730
	Iteration 2Q: 3 clusters Score -8318187 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8318660.500000 Penalty: 3589.323730
	Iteration 3Q: 3 clusters Score -8318660 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8319264.000000 Penalty: 3589.323730
	Iteration 4Q: 3 clusters Score -8319264 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -8319984.500000 Penalty: 3589.323730
	Iteration 5Q: 3 clusters Score -8319984 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8321301.000000 Penalty: 3589.323730
	Iteration 6Q: 3 clusters Score -8321301 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8323507.000000 Penalty: 3589.323730
	Iteration 7F: 3 clusters Score -8323507 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -8326993.500000 Penalty: 3589.323730
	Iteration 8F: 3 clusters Score -8326994 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -8331404.000000 Penalty: 3589.323730
	Iteration 9F: 3 clusters Score -8331404 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -8335318.500000 Penalty: 3589.323730
	Iteration 10F: 3 clusters Score -8335318 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -8338077.500000 Penalty: 3589.323730
	Iteration 11Q: 3 clusters Score -8338078 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -8339447.500000 Penalty: 3589.323730
	Iteration 12Q: 3 clusters Score -8339448 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -8339961.000000 Penalty: 3589.323730
	Iteration 13Q: 3 clusters Score -8339961 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -8340168.000000 Penalty: 3589.323730
	Iteration 14Q: 3 clusters Score -8340168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8340255.500000 Penalty: 3589.323730
	Iteration 15Q: 3 clusters Score -8340256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -8340284.000000 Penalty: 3589.323730
	Iteration 16Q: 3 clusters Score -8340284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -8340305.500000 Penalty: 3589.323730
	Iteration 17Q: 3 clusters Score -8340306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8340320.000000 Penalty: 3589.323730
	Iteration 18Q: 3 clusters Score -8340320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -8340325.000000 Penalty: 3589.323730
	Iteration 19Q: 3 clusters Score -8340325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -8340336.500000 Penalty: 3589.323730
	Iteration 20F: 3 clusters Score -8340336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -8340341.000000 Penalty: 3589.323730
	Iteration 21Q: 3 clusters Score -8340341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -8340346.500000 Penalty: 3589.323730
	Iteration 22Q: 3 clusters Score -8340346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8340357.000000 Penalty: 3589.323730
	Iteration 23Q: 3 clusters Score -8340357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -8340354.000000 Penalty: 3589.323730
	Iteration 24Q: 3 clusters Score -8340354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8340358.500000 Penalty: 3589.323730
	Iteration 25Q: 3 clusters Score -8340358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8340358.500000 Penalty: 3589.323730
	Iteration 26F: 3 clusters Score -8340358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -105088.109375 Penalty: 1058.158691
	Iteration 0F: 2 clusters Score -105088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103855.906250 Penalty: 2116.317383
	Iteration 0F: 3 clusters Score -103855.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104047.765625 Penalty: 2116.317383
	Iteration 1F: 3 clusters Score -104047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104097.773438 Penalty: 2116.317383
	Iteration 2F: 3 clusters Score -104097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104120.382812 Penalty: 2116.317383
	Iteration 3Q: 3 clusters Score -104120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104138.500000 Penalty: 2116.317383
	Iteration 4Q: 3 clusters Score -104138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104142.796875 Penalty: 2116.317383
	Iteration 5Q: 3 clusters Score -104142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -104154.921875 Penalty: 2116.317383
	Iteration 6Q: 3 clusters Score -104154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104166.906250 Penalty: 2116.317383
	Iteration 7Q: 3 clusters Score -104166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104171.335938 Penalty: 2116.317383
	Iteration 8Q: 3 clusters Score -104171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104175.109375 Penalty: 2116.317383
	Iteration 9Q: 3 clusters Score -104175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104175.953125 Penalty: 2116.317383
	Iteration 10Q: 3 clusters Score -104176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104175.953125 Penalty: 2116.317383
	Iteration 11F: 3 clusters Score -104176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7947.545410 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7947.545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8067.437500 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8067.438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8110.036133 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -8110.036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8116.309570 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8116.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8119.794922 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8119.795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8147.222656 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8147.223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8161.232422 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -8161.232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8172.448730 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -8172.449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8182.282227 Penalty: 1733.133667
	Iteration 8Q: 3 clusters Score -8182.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8202.583984 Penalty: 1733.133667
	Iteration 9Q: 3 clusters Score -8202.584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8202.583984 Penalty: 1733.133667
	Iteration 10F: 3 clusters Score -8202.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -98063.101562 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -98063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96785.367188 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -96785.37 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97016.187500 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -97016.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97097.148438 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -97097.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97154.148438 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -97154.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97175.265625 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -97175.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97195.429688 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -97195.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97211.914062 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -97211.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97226.750000 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -97226.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97231.703125 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -97231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97232.492188 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -97232.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97232.875000 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -97232.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97234.117188 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -97234.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97234.117188 Penalty: 2171.277832
	Iteration 12F: 3 clusters Score -97234.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Entering Unmasked Estep 
Score: -2165861.500000 Penalty: 1579.526855
	Iteration 0F: 2 clusters Score -2165862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2154485.500000 Penalty: 3159.053711
	Iteration 0F: 3 clusters Score -2154486 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2158553.000000 Penalty: 3159.053711
	Iteration 1F: 3 clusters Score -2158553 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2158946.750000 Penalty: 3159.053711
	Iteration 2F: 3 clusters Score -2158947 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2159282.500000 Penalty: 3159.053711
	Iteration 3F: 3 clusters Score -2159282 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2159575.750000 Penalty: 3159.053711
	Iteration 4Q: 3 clusters Score -2159576 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2159863.250000 Penalty: 3159.053711
	Iteration 5Q: 3 clusters Score -2159863 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2160191.250000 Penalty: 3159.053711
	Iteration 6Q: 3 clusters Score -2160191 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2160605.250000 Penalty: 3159.053711
	Iteration 7Q: 3 clusters Score -2160605 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2161094.750000 Penalty: 3159.053711
	Iteration 8Q: 3 clusters Score -2161095 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2161596.000000 Penalty: 3159.053711
	Iteration 9Q: 3 clusters Score -2161596 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2161976.000000 Penalty: 3159.053711
	Iteration 10Q: 3 clusters Score -2161976 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2162264.500000 Penalty: 3159.053711
	Iteration 11Q: 3 clusters Score -2162264 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2162436.500000 Penalty: 3159.053711
	Iteration 12Q: 3 clusters Score -2162436 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2162573.750000 Penalty: 3159.053711
	Iteration 13Q: 3 clusters Score -2162574 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2162686.250000 Penalty: 3159.053711
	Iteration 14Q: 3 clusters Score -2162686 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2162775.750000 Penalty: 3159.053711
	Iteration 15Q: 3 clusters Score -2162776 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2162874.250000 Penalty: 3159.053711
	Iteration 16Q: 3 clusters Score -2162874 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2162974.500000 Penalty: 3159.053711
	Iteration 17Q: 3 clusters Score -2162974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2163047.500000 Penalty: 3159.053711
	Iteration 18Q: 3 clusters Score -2163048 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2163118.500000 Penalty: 3159.053711
	Iteration 19Q: 3 clusters Score -2163118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2163199.000000 Penalty: 3159.053711
	Iteration 20F: 3 clusters Score -2163199 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2163275.000000 Penalty: 3159.053711
	Iteration 21Q: 3 clusters Score -2163275 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2163347.750000 Penalty: 3159.053711
	Iteration 22Q: 3 clusters Score -2163348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2163405.000000 Penalty: 3159.053711
	Iteration 23Q: 3 clusters Score -2163405 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2163446.250000 Penalty: 3159.053711
	Iteration 24Q: 3 clusters Score -2163446 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2163492.250000 Penalty: 3159.053711
	Iteration 25Q: 3 clusters Score -2163492 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2163537.250000 Penalty: 3159.053711
	Iteration 26Q: 3 clusters Score -2163537 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2163566.750000 Penalty: 3159.053711
	Iteration 27Q: 3 clusters Score -2163567 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2163601.000000 Penalty: 3159.053711
	Iteration 28Q: 3 clusters Score -2163601 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2163627.500000 Penalty: 3159.053711
	Iteration 29Q: 3 clusters Score -2163628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2163657.000000 Penalty: 3159.053711
	Iteration 30Q: 3 clusters Score -2163657 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2163675.500000 Penalty: 3159.053711
	Iteration 31Q: 3 clusters Score -2163676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2163709.500000 Penalty: 3159.053711
	Iteration 32Q: 3 clusters Score -2163710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2163714.750000 Penalty: 3159.053711
	Iteration 33Q: 3 clusters Score -2163715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2163723.250000 Penalty: 3159.053711
	Iteration 34Q: 3 clusters Score -2163723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2163740.250000 Penalty: 3159.053711
	Iteration 35Q: 3 clusters Score -2163740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2163748.000000 Penalty: 3159.053711
	Iteration 36Q: 3 clusters Score -2163748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2163752.500000 Penalty: 3159.053711
	Iteration 37Q: 3 clusters Score -2163752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2163755.500000 Penalty: 3159.053711
	Iteration 38Q: 3 clusters Score -2163756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2163761.250000 Penalty: 3159.053711
	Iteration 39Q: 3 clusters Score -2163761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2163763.750000 Penalty: 3159.053711
	Iteration 40F: 3 clusters Score -2163764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2163762.750000 Penalty: 3159.053711
	Iteration 41Q: 3 clusters Score -2163763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2163769.250000 Penalty: 3159.053711
	Iteration 42Q: 3 clusters Score -2163769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2163767.750000 Penalty: 3159.053711
	Iteration 43Q: 3 clusters Score -2163768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2163767.000000 Penalty: 3159.053711
	Iteration 44Q: 3 clusters Score -2163767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2163774.500000 Penalty: 3159.053711
	Iteration 45Q: 3 clusters Score -2163774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2163776.500000 Penalty: 3159.053711
	Iteration 46Q: 3 clusters Score -2163776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2163779.000000 Penalty: 3159.053711
	Iteration 47Q: 3 clusters Score -2163779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2163775.500000 Penalty: 3159.053711
	Iteration 48Q: 3 clusters Score -2163776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2163772.250000 Penalty: 3159.053711
	Iteration 49Q: 3 clusters Score -2163772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2163775.250000 Penalty: 3159.053711
	Iteration 50Q: 3 clusters Score -2163775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2163784.000000 Penalty: 3159.053711
	Iteration 51Q: 3 clusters Score -2163784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2163782.750000 Penalty: 3159.053711
	Iteration 52Q: 3 clusters Score -2163783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2163789.000000 Penalty: 3159.053711
	Iteration 53Q: 3 clusters Score -2163789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2163788.750000 Penalty: 3159.053711
	Iteration 54Q: 3 clusters Score -2163789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2163790.750000 Penalty: 3159.053711
	Iteration 55Q: 3 clusters Score -2163791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2163793.500000 Penalty: 3159.053711
	Iteration 56Q: 3 clusters Score -2163794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2163786.750000 Penalty: 3159.053711
	Iteration 57Q: 3 clusters Score -2163787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2163788.750000 Penalty: 3159.053711
	Iteration 58Q: 3 clusters Score -2163789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2163794.000000 Penalty: 3159.053711
	Iteration 59Q: 3 clusters Score -2163794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2163794.250000 Penalty: 3159.053711
	Iteration 60F: 3 clusters Score -2163794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2163791.750000 Penalty: 3159.053711
	Iteration 61Q: 3 clusters Score -2163792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2163797.750000 Penalty: 3159.053711
	Iteration 62Q: 3 clusters Score -2163798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2163795.250000 Penalty: 3159.053711
	Iteration 63Q: 3 clusters Score -2163795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2163795.000000 Penalty: 3159.053711
	Iteration 64Q: 3 clusters Score -2163795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2163792.250000 Penalty: 3159.053711
	Iteration 65Q: 3 clusters Score -2163792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2163789.250000 Penalty: 3159.053711
	Iteration 66Q: 3 clusters Score -2163789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2163789.250000 Penalty: 3159.053711
	Iteration 67F: 3 clusters Score -2163789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17044.472656 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17044.47 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17350.378906 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17350.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17542.791016 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17542.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17601.867188 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -17601.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17629.033203 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -17629.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17639.304688 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17643.611328 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -17643.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17646.501953 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -17646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17648.113281 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -17648.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17648.113281 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -17648.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33045.457031 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -33045.46 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33373.394531 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33373.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33591.488281 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33591.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33714.156250 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -33714.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33788.203125 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33846.312500 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33846.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33864.191406 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33864.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33867.425781 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33867.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33874.656250 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33874.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33882.886719 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33882.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33901.625000 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -33901.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33903.781250 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -33903.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33903.781250 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -33903.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 26188 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 47080 members 
Mstep: Class 38 contains 62572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16650 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 203 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9729 members 
Mstep: Class 48 contains 91883 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12978 members 
Mstep: Class 51 contains 81542 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 174 members 
Entering Unmasked Estep 
Score: -85977672.000000 Penalty: 115430.531250
Splitting cluster 44 changes total score from -85978968.000000 to -85977672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52042.945312 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -52042.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51008.960938 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -51008.96 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51119.414062 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -51119.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51179.363281 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -51179.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51202.019531 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -51202.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51218.882812 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -51218.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51227.972656 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -51227.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51232.777344 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -51232.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51236.648438 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -51236.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51240.988281 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -51240.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51246.710938 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -51246.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51246.710938 Penalty: 1963.855713
	Iteration 10F: 3 clusters Score -51246.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101299.273438 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101299.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101547.265625 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101547.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101633.921875 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101633.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101684.421875 Penalty: 2150.221191
	Iteration 3Q: 3 clusters Score -101684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101711.070312 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101750.015625 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101774.625000 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101793.265625 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101793.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101825.468750 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -101825.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101890.257812 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -101890.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101944.703125 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -101944.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101967.562500 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -101967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101978.687500 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -101978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102015.820312 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -102015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102041.062500 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -102041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102049.406250 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -102049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102053.257812 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -102053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -102060.671875 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -102060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102062.429688 Penalty: 2150.221191
	Iteration 18Q: 3 clusters Score -102062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102062.429688 Penalty: 2150.221191
	Iteration 19F: 3 clusters Score -102062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1296185.125000 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -1296185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1289229.625000 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -1289230 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1291459.375000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -1291459 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1291694.250000 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -1291694 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1291884.250000 Penalty: 2984.431396
	Iteration 3Q: 3 clusters Score -1291884 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1292052.000000 Penalty: 2984.431396
	Iteration 4Q: 3 clusters Score -1292052 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1292206.625000 Penalty: 2984.431396
	Iteration 5Q: 3 clusters Score -1292207 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1292356.875000 Penalty: 2984.431396
	Iteration 6Q: 3 clusters Score -1292357 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1292532.875000 Penalty: 2984.431396
	Iteration 7Q: 3 clusters Score -1292533 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1292747.000000 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -1292747 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1293025.750000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -1293026 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1293328.125000 Penalty: 2984.431396
	Iteration 10Q: 3 clusters Score -1293328 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1293665.500000 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -1293666 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1294007.875000 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -1294008 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1294291.875000 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -1294292 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1294502.250000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -1294502 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1294639.750000 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -1294640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1294724.875000 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -1294725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1294779.500000 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -1294780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1294812.375000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -1294812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1294824.500000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -1294824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1294834.750000 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -1294835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1294842.500000 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -1294842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1294852.750000 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -1294853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1294859.125000 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -1294859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1294863.625000 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -1294864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1294864.000000 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -1294864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1294864.000000 Penalty: 2984.431396
	Iteration 26F: 3 clusters Score -1294864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (91883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Entering Unmasked Estep 
Score: -12245013.000000 Penalty: 1857.094116
	Iteration 0F: 2 clusters Score -1.224501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -12193824.000000 Penalty: 3714.188232
	Iteration 0F: 3 clusters Score -1.219382e+07 nChanged 43935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12219348.000000 Penalty: 3714.188232
	Iteration 1F: 3 clusters Score -1.221935e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -12219967.000000 Penalty: 3714.188232
	Iteration 2Q: 3 clusters Score -1.221997e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -12220861.000000 Penalty: 3714.188232
	Iteration 3Q: 3 clusters Score -1.222086e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -12221779.000000 Penalty: 3714.188232
	Iteration 4Q: 3 clusters Score -1.222178e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -12223227.000000 Penalty: 3714.188232
	Iteration 5Q: 3 clusters Score -1.222323e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -12225315.000000 Penalty: 3714.188232
	Iteration 6F: 3 clusters Score -1.222532e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -12229081.000000 Penalty: 3714.188232
	Iteration 7F: 3 clusters Score -1.222908e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -12233373.000000 Penalty: 3714.188232
	Iteration 8F: 3 clusters Score -1.223337e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -12237406.000000 Penalty: 3714.188232
	Iteration 9F: 3 clusters Score -1.223741e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -12240450.000000 Penalty: 3714.188232
	Iteration 10F: 3 clusters Score -1.224045e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -12242351.000000 Penalty: 3714.188232
	Iteration 11Q: 3 clusters Score -1.224235e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -12243284.000000 Penalty: 3714.188232
	Iteration 12Q: 3 clusters Score -1.224328e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -12243595.000000 Penalty: 3714.188232
	Iteration 13Q: 3 clusters Score -1.22436e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12243643.000000 Penalty: 3714.188232
	Iteration 14Q: 3 clusters Score -1.224364e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90347 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12243673.000000 Penalty: 3714.188232
	Iteration 15Q: 3 clusters Score -1.224367e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12243681.000000 Penalty: 3714.188232
	Iteration 16Q: 3 clusters Score -1.224368e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12243671.000000 Penalty: 3714.188232
	Iteration 17Q: 3 clusters Score -1.224367e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12243676.000000 Penalty: 3714.188232
	Iteration 18Q: 3 clusters Score -1.224368e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12243678.000000 Penalty: 3714.188232
	Iteration 19Q: 3 clusters Score -1.224368e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -12243695.000000 Penalty: 3714.188232
	Iteration 20F: 3 clusters Score -1.22437e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12243669.000000 Penalty: 3714.188232
	Iteration 21Q: 3 clusters Score -1.224367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12243667.000000 Penalty: 3714.188232
	Iteration 22Q: 3 clusters Score -1.224367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12243676.000000 Penalty: 3714.188232
	Iteration 23Q: 3 clusters Score -1.224368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12243692.000000 Penalty: 3714.188232
	Iteration 24Q: 3 clusters Score -1.224369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12243676.000000 Penalty: 3714.188232
	Iteration 25Q: 3 clusters Score -1.224368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12243692.000000 Penalty: 3714.188232
	Iteration 26Q: 3 clusters Score -1.224369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12243691.000000 Penalty: 3714.188232
	Iteration 27Q: 3 clusters Score -1.224369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12243694.000000 Penalty: 3714.188232
	Iteration 28Q: 3 clusters Score -1.224369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12243698.000000 Penalty: 3714.188232
	Iteration 29Q: 3 clusters Score -1.22437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12243685.000000 Penalty: 3714.188232
	Iteration 30Q: 3 clusters Score -1.224368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12243685.000000 Penalty: 3714.188232
	Iteration 31Q: 3 clusters Score -1.224368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12243697.000000 Penalty: 3714.188232
	Iteration 32Q: 3 clusters Score -1.22437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12243699.000000 Penalty: 3714.188232
	Iteration 33Q: 3 clusters Score -1.22437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12243699.000000 Penalty: 3714.188232
	Iteration 34F: 3 clusters Score -1.22437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35578.839844 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35578.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35738.167969 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35738.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35797.164062 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35797.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35849.140625 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35849.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35888.710938 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35888.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35902.851562 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35902.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35904.777344 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35904.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35908.187500 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -35908.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35912.953125 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -35912.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35916.953125 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -35916.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35918.535156 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -35918.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35921.023438 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -35921.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35929.207031 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -35929.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35931.562500 Penalty: 1923.640503
	Iteration 13Q: 3 clusters Score -35931.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35931.562500 Penalty: 1923.640503
	Iteration 14F: 3 clusters Score -35931.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Entering Unmasked Estep 
Score: -1749882.250000 Penalty: 1539.039307
	Iteration 0F: 2 clusters Score -1749882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1740776.625000 Penalty: 3078.078613
	Iteration 0F: 3 clusters Score -1740777 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1743751.750000 Penalty: 3078.078613
	Iteration 1F: 3 clusters Score -1743752 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1744012.250000 Penalty: 3078.078613
	Iteration 2F: 3 clusters Score -1744012 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1744269.375000 Penalty: 3078.078613
	Iteration 3Q: 3 clusters Score -1744269 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1744580.125000 Penalty: 3078.078613
	Iteration 4Q: 3 clusters Score -1744580 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1744933.250000 Penalty: 3078.078613
	Iteration 5Q: 3 clusters Score -1744933 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1745368.625000 Penalty: 3078.078613
	Iteration 6F: 3 clusters Score -1745369 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1745896.000000 Penalty: 3078.078613
	Iteration 7F: 3 clusters Score -1745896 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1746487.750000 Penalty: 3078.078613
	Iteration 8F: 3 clusters Score -1746488 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1747086.000000 Penalty: 3078.078613
	Iteration 9F: 3 clusters Score -1747086 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1747662.875000 Penalty: 3078.078613
	Iteration 10Q: 3 clusters Score -1747663 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1748046.250000 Penalty: 3078.078613
	Iteration 11Q: 3 clusters Score -1748046 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1748246.500000 Penalty: 3078.078613
	Iteration 12Q: 3 clusters Score -1748246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1748354.750000 Penalty: 3078.078613
	Iteration 13Q: 3 clusters Score -1748355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1748410.875000 Penalty: 3078.078613
	Iteration 14Q: 3 clusters Score -1748411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1748434.000000 Penalty: 3078.078613
	Iteration 15Q: 3 clusters Score -1748434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1748458.500000 Penalty: 3078.078613
	Iteration 16Q: 3 clusters Score -1748458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1748482.500000 Penalty: 3078.078613
	Iteration 17Q: 3 clusters Score -1748482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1748486.875000 Penalty: 3078.078613
	Iteration 18Q: 3 clusters Score -1748487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1748493.375000 Penalty: 3078.078613
	Iteration 19Q: 3 clusters Score -1748493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1748498.500000 Penalty: 3078.078613
	Iteration 20F: 3 clusters Score -1748498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1748501.125000 Penalty: 3078.078613
	Iteration 21Q: 3 clusters Score -1748501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1748501.125000 Penalty: 3078.078613
	Iteration 22F: 3 clusters Score -1748501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (81542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Entering Unmasked Estep 
Score: -10868094.000000 Penalty: 1837.691895
	Iteration 0F: 2 clusters Score -1.086809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -10817601.000000 Penalty: 3675.383789
	Iteration 0F: 3 clusters Score -1.08176e+07 nChanged 38659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -10840064.000000 Penalty: 3675.383789
	Iteration 1F: 3 clusters Score -1.084006e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -10840875.000000 Penalty: 3675.383789
	Iteration 2Q: 3 clusters Score -1.084088e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -10841849.000000 Penalty: 3675.383789
	Iteration 3Q: 3 clusters Score -1.084185e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -10843168.000000 Penalty: 3675.383789
	Iteration 4Q: 3 clusters Score -1.084317e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -10845129.000000 Penalty: 3675.383789
	Iteration 5Q: 3 clusters Score -1.084513e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -10847929.000000 Penalty: 3675.383789
	Iteration 6F: 3 clusters Score -1.084793e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -10851696.000000 Penalty: 3675.383789
	Iteration 7F: 3 clusters Score -1.08517e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -10856248.000000 Penalty: 3675.383789
	Iteration 8F: 3 clusters Score -1.085625e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -10859760.000000 Penalty: 3675.383789
	Iteration 9F: 3 clusters Score -1.085976e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -10861926.000000 Penalty: 3675.383789
	Iteration 10Q: 3 clusters Score -1.086193e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -10863277.000000 Penalty: 3675.383789
	Iteration 11Q: 3 clusters Score -1.086328e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -10864205.000000 Penalty: 3675.383789
	Iteration 12Q: 3 clusters Score -1.08642e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -10864992.000000 Penalty: 3675.383789
	Iteration 13Q: 3 clusters Score -1.086499e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10865525.000000 Penalty: 3675.383789
	Iteration 14Q: 3 clusters Score -1.086552e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -10865924.000000 Penalty: 3675.383789
	Iteration 15Q: 3 clusters Score -1.086592e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10866119.000000 Penalty: 3675.383789
	Iteration 16Q: 3 clusters Score -1.086612e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10866324.000000 Penalty: 3675.383789
	Iteration 17Q: 3 clusters Score -1.086632e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10866424.000000 Penalty: 3675.383789
	Iteration 18Q: 3 clusters Score -1.086642e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10866507.000000 Penalty: 3675.383789
	Iteration 19Q: 3 clusters Score -1.086651e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10866511.000000 Penalty: 3675.383789
	Iteration 20F: 3 clusters Score -1.086651e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10866577.000000 Penalty: 3675.383789
	Iteration 21Q: 3 clusters Score -1.086658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10866616.000000 Penalty: 3675.383789
	Iteration 22Q: 3 clusters Score -1.086662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10866649.000000 Penalty: 3675.383789
	Iteration 23Q: 3 clusters Score -1.086665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10866660.000000 Penalty: 3675.383789
	Iteration 24Q: 3 clusters Score -1.086666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10866667.000000 Penalty: 3675.383789
	Iteration 25Q: 3 clusters Score -1.086667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10866669.000000 Penalty: 3675.383789
	Iteration 26Q: 3 clusters Score -1.086667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10866682.000000 Penalty: 3675.383789
	Iteration 27Q: 3 clusters Score -1.086668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10866685.000000 Penalty: 3675.383789
	Iteration 28Q: 3 clusters Score -1.086668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10866685.000000 Penalty: 3675.383789
	Iteration 29Q: 3 clusters Score -1.086668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10866695.000000 Penalty: 3675.383789
	Iteration 30Q: 3 clusters Score -1.08667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10866696.000000 Penalty: 3675.383789
	Iteration 31Q: 3 clusters Score -1.08667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10866690.000000 Penalty: 3675.383789
	Iteration 32Q: 3 clusters Score -1.086669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10866694.000000 Penalty: 3675.383789
	Iteration 33Q: 3 clusters Score -1.086669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10866693.000000 Penalty: 3675.383789
	Iteration 34Q: 3 clusters Score -1.086669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10866690.000000 Penalty: 3675.383789
	Iteration 35Q: 3 clusters Score -1.086669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10866695.000000 Penalty: 3675.383789
	Iteration 36Q: 3 clusters Score -1.08667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10866699.000000 Penalty: 3675.383789
	Iteration 37Q: 3 clusters Score -1.08667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10866699.000000 Penalty: 3675.383789
	Iteration 38F: 3 clusters Score -1.08667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Entering Unmasked Estep 
Score: -2190616.500000 Penalty: 1545.230469
	Iteration 0F: 2 clusters Score -2190616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2181176.250000 Penalty: 3090.460938
	Iteration 0F: 3 clusters Score -2181176 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2184346.500000 Penalty: 3090.460938
	Iteration 1F: 3 clusters Score -2184346 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2184624.250000 Penalty: 3090.460938
	Iteration 2F: 3 clusters Score -2184624 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2184853.250000 Penalty: 3090.460938
	Iteration 3Q: 3 clusters Score -2184853 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2185047.750000 Penalty: 3090.460938
	Iteration 4Q: 3 clusters Score -2185048 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2185264.000000 Penalty: 3090.460938
	Iteration 5Q: 3 clusters Score -2185264 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2185490.000000 Penalty: 3090.460938
	Iteration 6Q: 3 clusters Score -2185490 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2185733.750000 Penalty: 3090.460938
	Iteration 7Q: 3 clusters Score -2185734 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2186008.250000 Penalty: 3090.460938
	Iteration 8Q: 3 clusters Score -2186008 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2186357.000000 Penalty: 3090.460938
	Iteration 9Q: 3 clusters Score -2186357 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2186748.750000 Penalty: 3090.460938
	Iteration 10Q: 3 clusters Score -2186749 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2187181.750000 Penalty: 3090.460938
	Iteration 11Q: 3 clusters Score -2187182 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2187620.500000 Penalty: 3090.460938
	Iteration 12Q: 3 clusters Score -2187620 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2188027.500000 Penalty: 3090.460938
	Iteration 13Q: 3 clusters Score -2188028 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2188389.250000 Penalty: 3090.460938
	Iteration 14Q: 3 clusters Score -2188389 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2188696.000000 Penalty: 3090.460938
	Iteration 15Q: 3 clusters Score -2188696 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2188946.250000 Penalty: 3090.460938
	Iteration 16Q: 3 clusters Score -2188946 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2189182.500000 Penalty: 3090.460938
	Iteration 17Q: 3 clusters Score -2189182 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2189413.250000 Penalty: 3090.460938
	Iteration 18Q: 3 clusters Score -2189413 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2189623.000000 Penalty: 3090.460938
	Iteration 19Q: 3 clusters Score -2189623 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2189791.000000 Penalty: 3090.460938
	Iteration 20F: 3 clusters Score -2189791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2189887.500000 Penalty: 3090.460938
	Iteration 21Q: 3 clusters Score -2189888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2189952.000000 Penalty: 3090.460938
	Iteration 22Q: 3 clusters Score -2189952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2189967.500000 Penalty: 3090.460938
	Iteration 23Q: 3 clusters Score -2189968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2189975.250000 Penalty: 3090.460938
	Iteration 24Q: 3 clusters Score -2189975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2189990.750000 Penalty: 3090.460938
	Iteration 25Q: 3 clusters Score -2189991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2189997.250000 Penalty: 3090.460938
	Iteration 26Q: 3 clusters Score -2189997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2190005.750000 Penalty: 3090.460938
	Iteration 27Q: 3 clusters Score -2190006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2190009.750000 Penalty: 3090.460938
	Iteration 28Q: 3 clusters Score -2190010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2190011.250000 Penalty: 3090.460938
	Iteration 29Q: 3 clusters Score -2190011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2190009.500000 Penalty: 3090.460938
	Iteration 30Q: 3 clusters Score -2190010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2190012.750000 Penalty: 3090.460938
	Iteration 31Q: 3 clusters Score -2190013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2190013.000000 Penalty: 3090.460938
	Iteration 32Q: 3 clusters Score -2190013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2190013.250000 Penalty: 3090.460938
	Iteration 33Q: 3 clusters Score -2190013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2190015.750000 Penalty: 3090.460938
	Iteration 34Q: 3 clusters Score -2190016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2190017.000000 Penalty: 3090.460938
	Iteration 35Q: 3 clusters Score -2190017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2190017.000000 Penalty: 3090.460938
	Iteration 36Q: 3 clusters Score -2190017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2190017.750000 Penalty: 3090.460938
	Iteration 37Q: 3 clusters Score -2190018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2190015.500000 Penalty: 3090.460938
	Iteration 38Q: 3 clusters Score -2190016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2190014.000000 Penalty: 3090.460938
	Iteration 39Q: 3 clusters Score -2190014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2190017.500000 Penalty: 3090.460938
	Iteration 40F: 3 clusters Score -2190018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2190013.500000 Penalty: 3090.460938
	Iteration 41Q: 3 clusters Score -2190014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2190015.500000 Penalty: 3090.460938
	Iteration 42Q: 3 clusters Score -2190016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2190016.750000 Penalty: 3090.460938
	Iteration 43Q: 3 clusters Score -2190017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2190016.750000 Penalty: 3090.460938
	Iteration 44F: 3 clusters Score -2190017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 26188 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38868 members 
Mstep: Class 37 contains 47080 members 
Mstep: Class 38 contains 62572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16650 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9729 members 
Mstep: Class 48 contains 91883 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12978 members 
Mstep: Class 51 contains 81542 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978912.000000 Penalty: 113252.593750
Iteration 399Q: 53 clusters Score -8.597891e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 26175 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16785 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31719 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44234 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 64988 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15495 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6874 members 
Mstep: Class 30 contains 7975 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38881 members 
Mstep: Class 37 contains 47088 members 
Mstep: Class 38 contains 62612 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16642 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9710 members 
Mstep: Class 48 contains 91878 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12980 members 
Mstep: Class 51 contains 81594 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978864.000000 Penalty: 113252.593750
Iteration 400F: 53 clusters Score -8.597886e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14718 members 
Mstep: Class 11 contains 26166 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16756 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31762 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44230 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 64990 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15492 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6753 members 
Mstep: Class 30 contains 8048 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4562 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38889 members 
Mstep: Class 37 contains 47096 members 
Mstep: Class 38 contains 62657 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16639 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9685 members 
Mstep: Class 48 contains 91843 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12997 members 
Mstep: Class 51 contains 81639 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978632.000000 Penalty: 113252.593750
Iteration 401Q: 53 clusters Score -8.597863e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14717 members 
Mstep: Class 11 contains 26161 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16712 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44223 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 64990 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15483 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4561 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38900 members 
Mstep: Class 37 contains 47119 members 
Mstep: Class 38 contains 62679 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16632 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9663 members 
Mstep: Class 48 contains 91828 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13007 members 
Mstep: Class 51 contains 81682 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978536.000000 Penalty: 113252.593750
Iteration 402Q: 53 clusters Score -8.597854e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11352 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 26156 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31884 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44237 members 
Mstep: Class 20 contains 15316 members 
Mstep: Class 21 contains 64987 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15475 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6502 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4549 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38916 members 
Mstep: Class 37 contains 47129 members 
Mstep: Class 38 contains 62672 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16613 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9666 members 
Mstep: Class 48 contains 91822 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13009 members 
Mstep: Class 51 contains 81710 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978432.000000 Penalty: 113252.593750
Iteration 403Q: 53 clusters Score -8.597843e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16611 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31953 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44255 members 
Mstep: Class 20 contains 15312 members 
Mstep: Class 21 contains 64989 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15466 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 6361 members 
Mstep: Class 30 contains 8313 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4538 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 47128 members 
Mstep: Class 38 contains 62660 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16600 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9679 members 
Mstep: Class 48 contains 91826 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13011 members 
Mstep: Class 51 contains 81729 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978296.000000 Penalty: 113252.593750
Iteration 404Q: 53 clusters Score -8.59783e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11352 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 26149 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16570 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31997 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44266 members 
Mstep: Class 20 contains 15314 members 
Mstep: Class 21 contains 64984 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15461 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 6248 members 
Mstep: Class 30 contains 8404 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4529 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38956 members 
Mstep: Class 37 contains 47139 members 
Mstep: Class 38 contains 62645 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16590 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9680 members 
Mstep: Class 48 contains 91814 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13020 members 
Mstep: Class 51 contains 81754 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978136.000000 Penalty: 113252.593750
Iteration 405Q: 53 clusters Score -8.597814e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 26141 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16527 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44255 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 64986 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15454 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 8500 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4522 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 38992 members 
Mstep: Class 37 contains 47161 members 
Mstep: Class 38 contains 62638 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16579 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9677 members 
Mstep: Class 48 contains 91795 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13021 members 
Mstep: Class 51 contains 81756 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978272.000000 Penalty: 113252.593750
Iteration 406Q: 53 clusters Score -8.597827e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16480 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32122 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44256 members 
Mstep: Class 20 contains 15308 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15448 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 6043 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4520 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39026 members 
Mstep: Class 37 contains 47178 members 
Mstep: Class 38 contains 62662 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16562 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9664 members 
Mstep: Class 48 contains 91773 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13018 members 
Mstep: Class 51 contains 81723 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978256.000000 Penalty: 113252.593750
Iteration 407Q: 53 clusters Score -8.597826e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 26134 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16439 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32180 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44252 members 
Mstep: Class 20 contains 15310 members 
Mstep: Class 21 contains 65007 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15438 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5938 members 
Mstep: Class 30 contains 8706 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39067 members 
Mstep: Class 37 contains 47172 members 
Mstep: Class 38 contains 62648 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16550 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9665 members 
Mstep: Class 48 contains 91740 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13013 members 
Mstep: Class 51 contains 81727 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978344.000000 Penalty: 113252.593750
Iteration 408Q: 53 clusters Score -8.597834e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 26135 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16403 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32229 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44240 members 
Mstep: Class 20 contains 15312 members 
Mstep: Class 21 contains 65016 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15440 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5831 members 
Mstep: Class 30 contains 8824 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4515 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39120 members 
Mstep: Class 37 contains 47167 members 
Mstep: Class 38 contains 62633 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16534 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9666 members 
Mstep: Class 48 contains 91728 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12993 members 
Mstep: Class 51 contains 81711 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978552.000000 Penalty: 113252.593750
Iteration 409Q: 53 clusters Score -8.597855e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 26134 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16378 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32273 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44249 members 
Mstep: Class 20 contains 15312 members 
Mstep: Class 21 contains 65021 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15437 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5719 members 
Mstep: Class 30 contains 8959 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4512 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39141 members 
Mstep: Class 37 contains 47172 members 
Mstep: Class 38 contains 62632 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16528 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9665 members 
Mstep: Class 48 contains 91680 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12987 members 
Mstep: Class 51 contains 81696 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978432.000000 Penalty: 113252.593750
Iteration 410Q: 53 clusters Score -8.597843e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 26137 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16346 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32313 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 15313 members 
Mstep: Class 21 contains 65031 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15439 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5615 members 
Mstep: Class 30 contains 9088 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4510 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39165 members 
Mstep: Class 37 contains 47187 members 
Mstep: Class 38 contains 62610 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16522 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9654 members 
Mstep: Class 48 contains 91659 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12990 members 
Mstep: Class 51 contains 81658 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978472.000000 Penalty: 113252.593750
Iteration 411Q: 53 clusters Score -8.597847e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16324 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32344 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44274 members 
Mstep: Class 20 contains 15313 members 
Mstep: Class 21 contains 65030 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15439 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5530 members 
Mstep: Class 30 contains 9191 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4507 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39192 members 
Mstep: Class 37 contains 47193 members 
Mstep: Class 38 contains 62582 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16512 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9646 members 
Mstep: Class 48 contains 91649 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12997 members 
Mstep: Class 51 contains 81631 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978336.000000 Penalty: 113252.593750
Iteration 412Q: 53 clusters Score -8.597834e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 26133 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16296 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32362 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 15318 members 
Mstep: Class 21 contains 65031 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15438 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5452 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4499 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39232 members 
Mstep: Class 37 contains 47186 members 
Mstep: Class 38 contains 62553 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16505 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9648 members 
Mstep: Class 48 contains 91641 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13009 members 
Mstep: Class 51 contains 81594 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978304.000000 Penalty: 113252.593750
Iteration 413Q: 53 clusters Score -8.59783e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 26132 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16275 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32373 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 65039 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15436 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 5388 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4492 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39268 members 
Mstep: Class 37 contains 47205 members 
Mstep: Class 38 contains 62497 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16501 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9644 members 
Mstep: Class 48 contains 91631 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13021 members 
Mstep: Class 51 contains 81549 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978216.000000 Penalty: 113252.593750
Iteration 414Q: 53 clusters Score -8.597822e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 26137 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32376 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44299 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 65041 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15437 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 5315 members 
Mstep: Class 30 contains 9536 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39299 members 
Mstep: Class 37 contains 47206 members 
Mstep: Class 38 contains 62441 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16495 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9641 members 
Mstep: Class 48 contains 91642 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13024 members 
Mstep: Class 51 contains 81512 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978224.000000 Penalty: 113252.593750
Iteration 415Q: 53 clusters Score -8.597822e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 26138 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32369 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44313 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 65047 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15445 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 5239 members 
Mstep: Class 30 contains 9660 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4481 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39333 members 
Mstep: Class 37 contains 47201 members 
Mstep: Class 38 contains 62372 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16481 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9641 members 
Mstep: Class 48 contains 91650 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13036 members 
Mstep: Class 51 contains 81485 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978360.000000 Penalty: 113252.593750
Iteration 416Q: 53 clusters Score -8.597836e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 26138 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16230 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32360 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44332 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 65043 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15451 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 5169 members 
Mstep: Class 30 contains 9767 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4475 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39362 members 
Mstep: Class 37 contains 47222 members 
Mstep: Class 38 contains 62291 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16465 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9646 members 
Mstep: Class 48 contains 91663 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13043 members 
Mstep: Class 51 contains 81472 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978224.000000 Penalty: 113252.593750
Iteration 417Q: 53 clusters Score -8.597822e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14767 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16215 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32358 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44345 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 65034 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 5096 members 
Mstep: Class 30 contains 9914 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4467 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39379 members 
Mstep: Class 37 contains 47249 members 
Mstep: Class 38 contains 62213 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16456 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9653 members 
Mstep: Class 48 contains 91639 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13047 members 
Mstep: Class 51 contains 81474 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978112.000000 Penalty: 113252.593750
Iteration 418Q: 53 clusters Score -8.597811e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32367 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44338 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 65031 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15449 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4459 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39409 members 
Mstep: Class 37 contains 47269 members 
Mstep: Class 38 contains 62093 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16447 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9663 members 
Mstep: Class 48 contains 91649 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13039 members 
Mstep: Class 51 contains 81490 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977960.000000 Penalty: 113252.593750
Iteration 419Q: 53 clusters Score -8.597796e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14779 members 
Mstep: Class 11 contains 26127 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16194 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32388 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44345 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 65030 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15448 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 4954 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4454 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39444 members 
Mstep: Class 37 contains 47264 members 
Mstep: Class 38 contains 61970 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16443 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9673 members 
Mstep: Class 48 contains 91609 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13010 members 
Mstep: Class 51 contains 81546 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978016.000000 Penalty: 113252.593750
Iteration 420F: 53 clusters Score -8.597802e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 26123 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16180 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32395 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44337 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 65023 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15452 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 4894 members 
Mstep: Class 30 contains 10378 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4449 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39500 members 
Mstep: Class 37 contains 47289 members 
Mstep: Class 38 contains 61859 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16444 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9678 members 
Mstep: Class 48 contains 91507 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13009 members 
Mstep: Class 51 contains 81597 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977904.000000 Penalty: 113252.593750
Iteration 421Q: 53 clusters Score -8.59779e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 26119 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16157 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32401 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44347 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 65020 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 10554 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4447 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39559 members 
Mstep: Class 37 contains 47275 members 
Mstep: Class 38 contains 61758 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16452 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9688 members 
Mstep: Class 48 contains 91386 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13028 members 
Mstep: Class 51 contains 81651 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977640.000000 Penalty: 113252.593750
Iteration 422Q: 53 clusters Score -8.597764e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14791 members 
Mstep: Class 11 contains 26121 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32408 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44362 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 65017 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4758 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4449 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39611 members 
Mstep: Class 37 contains 47280 members 
Mstep: Class 38 contains 61680 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16443 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9689 members 
Mstep: Class 48 contains 91247 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13046 members 
Mstep: Class 51 contains 81667 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977752.000000 Penalty: 113252.593750
Iteration 423Q: 53 clusters Score -8.597775e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14796 members 
Mstep: Class 11 contains 26120 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16115 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32414 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44362 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 65007 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15448 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4717 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4447 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39648 members 
Mstep: Class 37 contains 47281 members 
Mstep: Class 38 contains 61611 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16439 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9693 members 
Mstep: Class 48 contains 91110 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13074 members 
Mstep: Class 51 contains 81682 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977744.000000 Penalty: 113252.593750
Iteration 424Q: 53 clusters Score -8.597774e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 26126 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16083 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32412 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 15334 members 
Mstep: Class 21 contains 65002 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4682 members 
Mstep: Class 30 contains 11126 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39687 members 
Mstep: Class 37 contains 47281 members 
Mstep: Class 38 contains 61554 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16434 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9696 members 
Mstep: Class 48 contains 91004 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13110 members 
Mstep: Class 51 contains 81656 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977872.000000 Penalty: 113252.593750
Iteration 425Q: 53 clusters Score -8.597787e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 26128 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32422 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44342 members 
Mstep: Class 20 contains 15333 members 
Mstep: Class 21 contains 64999 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15446 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4646 members 
Mstep: Class 30 contains 11311 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4436 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39718 members 
Mstep: Class 37 contains 47286 members 
Mstep: Class 38 contains 61511 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16435 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9696 members 
Mstep: Class 48 contains 90870 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13115 members 
Mstep: Class 51 contains 81672 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977960.000000 Penalty: 113252.593750
Iteration 426Q: 53 clusters Score -8.597796e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14804 members 
Mstep: Class 11 contains 26123 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 16026 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32426 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44340 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 65004 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15445 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39750 members 
Mstep: Class 37 contains 47289 members 
Mstep: Class 38 contains 61456 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16430 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9694 members 
Mstep: Class 48 contains 90729 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13143 members 
Mstep: Class 51 contains 81671 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977920.000000 Penalty: 113252.593750
Iteration 427Q: 53 clusters Score -8.597792e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14812 members 
Mstep: Class 11 contains 26123 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15995 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32418 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44343 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 65002 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 11722 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39797 members 
Mstep: Class 37 contains 47292 members 
Mstep: Class 38 contains 61410 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16425 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9695 members 
Mstep: Class 48 contains 90555 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13164 members 
Mstep: Class 51 contains 81681 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978072.000000 Penalty: 113252.593750
Iteration 428Q: 53 clusters Score -8.597807e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14821 members 
Mstep: Class 11 contains 26115 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15966 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32396 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44347 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65013 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 11927 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39864 members 
Mstep: Class 37 contains 47305 members 
Mstep: Class 38 contains 61386 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16413 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9688 members 
Mstep: Class 48 contains 90345 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13182 members 
Mstep: Class 51 contains 81695 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978016.000000 Penalty: 113252.593750
Iteration 429Q: 53 clusters Score -8.597802e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14833 members 
Mstep: Class 11 contains 26103 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15943 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32409 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44360 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 65025 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 12131 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 39935 members 
Mstep: Class 37 contains 47284 members 
Mstep: Class 38 contains 61324 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16403 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9677 members 
Mstep: Class 48 contains 90139 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13199 members 
Mstep: Class 51 contains 81708 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978080.000000 Penalty: 113252.593750
Iteration 430Q: 53 clusters Score -8.597808e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 26097 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15925 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32416 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44355 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 65032 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15444 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4522 members 
Mstep: Class 30 contains 12327 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40006 members 
Mstep: Class 37 contains 47277 members 
Mstep: Class 38 contains 61242 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16396 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9666 members 
Mstep: Class 48 contains 89967 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13210 members 
Mstep: Class 51 contains 81719 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85977952.000000 Penalty: 113252.593750
Iteration 431Q: 53 clusters Score -8.597795e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14852 members 
Mstep: Class 11 contains 26091 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32423 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44356 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65038 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15451 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4521 members 
Mstep: Class 30 contains 12538 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4423 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40092 members 
Mstep: Class 37 contains 47292 members 
Mstep: Class 38 contains 61160 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16380 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9652 members 
Mstep: Class 48 contains 89806 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13193 members 
Mstep: Class 51 contains 81684 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978120.000000 Penalty: 113252.593750
Iteration 432Q: 53 clusters Score -8.597812e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 26085 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44383 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 65054 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4512 members 
Mstep: Class 30 contains 12752 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40169 members 
Mstep: Class 37 contains 47317 members 
Mstep: Class 38 contains 61084 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16369 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9642 members 
Mstep: Class 48 contains 89671 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13178 members 
Mstep: Class 51 contains 81580 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978208.000000 Penalty: 113252.593750
Iteration 433Q: 53 clusters Score -8.597821e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11387 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 26080 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32450 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44406 members 
Mstep: Class 20 contains 15340 members 
Mstep: Class 21 contains 65054 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15465 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4494 members 
Mstep: Class 30 contains 12985 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4423 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40240 members 
Mstep: Class 37 contains 47322 members 
Mstep: Class 38 contains 61005 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16353 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9637 members 
Mstep: Class 48 contains 89556 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13175 members 
Mstep: Class 51 contains 81479 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978392.000000 Penalty: 113252.593750
Iteration 434Q: 53 clusters Score -8.597839e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 26077 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15862 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32438 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44417 members 
Mstep: Class 20 contains 15334 members 
Mstep: Class 21 contains 65058 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15464 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4475 members 
Mstep: Class 30 contains 13232 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40330 members 
Mstep: Class 37 contains 47332 members 
Mstep: Class 38 contains 60897 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16353 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9633 members 
Mstep: Class 48 contains 89446 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13155 members 
Mstep: Class 51 contains 81399 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978496.000000 Penalty: 113252.593750
Iteration 435Q: 53 clusters Score -8.59785e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14868 members 
Mstep: Class 11 contains 26075 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32437 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44420 members 
Mstep: Class 20 contains 15331 members 
Mstep: Class 21 contains 65062 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15461 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 13488 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40448 members 
Mstep: Class 37 contains 47336 members 
Mstep: Class 38 contains 60777 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16345 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9632 members 
Mstep: Class 48 contains 89399 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13142 members 
Mstep: Class 51 contains 81241 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978528.000000 Penalty: 113252.593750
Iteration 436Q: 53 clusters Score -8.597853e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 26077 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32444 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44413 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 65076 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15464 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 13775 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40564 members 
Mstep: Class 37 contains 47351 members 
Mstep: Class 38 contains 60644 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16331 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9623 members 
Mstep: Class 48 contains 89350 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13115 members 
Mstep: Class 51 contains 81062 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978592.000000 Penalty: 113252.593750
Iteration 437Q: 53 clusters Score -8.597859e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 26079 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15807 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32441 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44420 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 65076 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15474 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4417 members 
Mstep: Class 30 contains 14067 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40653 members 
Mstep: Class 37 contains 47365 members 
Mstep: Class 38 contains 60512 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16327 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9625 members 
Mstep: Class 48 contains 89292 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13093 members 
Mstep: Class 51 contains 80902 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978504.000000 Penalty: 113252.593750
Iteration 438Q: 53 clusters Score -8.59785e+07 nChanged 1261
Entering ConstructFrom: 
Score: -85978504.000000 Penalty: 113252.593750
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -40085.312500 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -40085.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39232.023438 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -39232.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39561.160156 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -39561.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39770.929688 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -39770.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39962.199219 Penalty: 1988.381592
	Iteration 3F: 3 clusters Score -39962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40081.085938 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -40081.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40145.617188 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -40145.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40216.992188 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -40216.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40250.613281 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -40250.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40271.722656 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -40271.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40280.750000 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -40280.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40288.472656 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -40288.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40295.746094 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -40295.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40295.746094 Penalty: 1988.381592
	Iteration 12F: 3 clusters Score -40295.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 80715 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 237 members 
Entering Unmasked Estep 
Score: -85977624.000000 Penalty: 115430.531250
Splitting cluster 1 changes total score from -85978504.000000 to -85977624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Entering Unmasked Estep 
Score: -1482572.750000 Penalty: 1517.801270
	Iteration 0F: 2 clusters Score -1482573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1474608.750000 Penalty: 3035.602539
	Iteration 0F: 3 clusters Score -1474609 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1477058.375000 Penalty: 3035.602539
	Iteration 1F: 3 clusters Score -1477058 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1477306.750000 Penalty: 3035.602539
	Iteration 2F: 3 clusters Score -1477307 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1477519.125000 Penalty: 3035.602539
	Iteration 3Q: 3 clusters Score -1477519 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1477732.125000 Penalty: 3035.602539
	Iteration 4Q: 3 clusters Score -1477732 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1477933.375000 Penalty: 3035.602539
	Iteration 5Q: 3 clusters Score -1477933 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1478202.375000 Penalty: 3035.602539
	Iteration 6Q: 3 clusters Score -1478202 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1478501.875000 Penalty: 3035.602539
	Iteration 7Q: 3 clusters Score -1478502 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1478833.125000 Penalty: 3035.602539
	Iteration 8Q: 3 clusters Score -1478833 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1479184.500000 Penalty: 3035.602539
	Iteration 9Q: 3 clusters Score -1479184 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1479544.625000 Penalty: 3035.602539
	Iteration 10Q: 3 clusters Score -1479545 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1479890.000000 Penalty: 3035.602539
	Iteration 11Q: 3 clusters Score -1479890 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1480184.375000 Penalty: 3035.602539
	Iteration 12Q: 3 clusters Score -1480184 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1480423.625000 Penalty: 3035.602539
	Iteration 13Q: 3 clusters Score -1480424 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1480624.125000 Penalty: 3035.602539
	Iteration 14Q: 3 clusters Score -1480624 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1480781.750000 Penalty: 3035.602539
	Iteration 15Q: 3 clusters Score -1480782 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1480919.500000 Penalty: 3035.602539
	Iteration 16Q: 3 clusters Score -1480920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1480998.000000 Penalty: 3035.602539
	Iteration 17Q: 3 clusters Score -1480998 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1481059.500000 Penalty: 3035.602539
	Iteration 18Q: 3 clusters Score -1481060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1481108.875000 Penalty: 3035.602539
	Iteration 19Q: 3 clusters Score -1481109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1481150.875000 Penalty: 3035.602539
	Iteration 20F: 3 clusters Score -1481151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1481187.625000 Penalty: 3035.602539
	Iteration 21Q: 3 clusters Score -1481188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1481229.375000 Penalty: 3035.602539
	Iteration 22Q: 3 clusters Score -1481229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1481260.750000 Penalty: 3035.602539
	Iteration 23Q: 3 clusters Score -1481261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1481274.375000 Penalty: 3035.602539
	Iteration 24Q: 3 clusters Score -1481274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1481283.375000 Penalty: 3035.602539
	Iteration 25Q: 3 clusters Score -1481283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1481291.625000 Penalty: 3035.602539
	Iteration 26Q: 3 clusters Score -1481292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1481295.875000 Penalty: 3035.602539
	Iteration 27Q: 3 clusters Score -1481296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1481298.375000 Penalty: 3035.602539
	Iteration 28Q: 3 clusters Score -1481298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1481301.250000 Penalty: 3035.602539
	Iteration 29Q: 3 clusters Score -1481301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1481304.250000 Penalty: 3035.602539
	Iteration 30Q: 3 clusters Score -1481304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1481307.000000 Penalty: 3035.602539
	Iteration 31Q: 3 clusters Score -1481307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1481309.500000 Penalty: 3035.602539
	Iteration 32Q: 3 clusters Score -1481310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1481314.875000 Penalty: 3035.602539
	Iteration 33Q: 3 clusters Score -1481315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1481318.750000 Penalty: 3035.602539
	Iteration 34Q: 3 clusters Score -1481319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1481321.125000 Penalty: 3035.602539
	Iteration 35Q: 3 clusters Score -1481321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1481323.500000 Penalty: 3035.602539
	Iteration 36Q: 3 clusters Score -1481324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1481325.500000 Penalty: 3035.602539
	Iteration 37Q: 3 clusters Score -1481326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1481329.125000 Penalty: 3035.602539
	Iteration 38Q: 3 clusters Score -1481329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1481329.750000 Penalty: 3035.602539
	Iteration 39Q: 3 clusters Score -1481330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1481329.250000 Penalty: 3035.602539
	Iteration 40F: 3 clusters Score -1481329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -169780.406250 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -169780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -168101.328125 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -168101.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168439.187500 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -168439.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -168534.468750 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -168534.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168605.109375 Penalty: 2345.907471
	Iteration 3F: 3 clusters Score -168605.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -168666.906250 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -168666.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -168740.734375 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -168740.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -168797.046875 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -168797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -168848.625000 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -168848.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168883.125000 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -168883.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168918.125000 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -168918.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168956.906250 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -168956.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168988.031250 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -168988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -169007.375000 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -169007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -169030.578125 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -169030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169042.671875 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -169042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169050.109375 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -169050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169052.718750 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -169052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169054.875000 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -169054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169056.500000 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -169056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -169058.734375 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -169058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169068.640625 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -169068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169085.125000 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -169085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169098.218750 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -169098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169112.031250 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -169112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169119.781250 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -169119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -169121.484375 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -169121.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169123.937500 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -169123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169125.750000 Penalty: 2345.907471
	Iteration 27Q: 3 clusters Score -169125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -169130.421875 Penalty: 2345.907471
	Iteration 28Q: 3 clusters Score -169130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169140.937500 Penalty: 2345.907471
	Iteration 29Q: 3 clusters Score -169140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -169145.093750 Penalty: 2345.907471
	Iteration 30Q: 3 clusters Score -169145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -169147.109375 Penalty: 2345.907471
	Iteration 31Q: 3 clusters Score -169147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -169148.625000 Penalty: 2345.907471
	Iteration 32Q: 3 clusters Score -169148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -169149.734375 Penalty: 2345.907471
	Iteration 33Q: 3 clusters Score -169149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -169150.453125 Penalty: 2345.907471
	Iteration 34Q: 3 clusters Score -169150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169150.671875 Penalty: 2345.907471
	Iteration 35Q: 3 clusters Score -169150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169150.671875 Penalty: 2345.907471
	Iteration 36F: 3 clusters Score -169150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -55707.062500 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -55707.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54723.230469 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -54723.23 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54965.691406 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -54965.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55075.132812 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -55075.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55145.007812 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -55145.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55175.445312 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -55175.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55196.898438 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -55196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55217.667969 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -55217.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55227.617188 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -55227.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55228.527344 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -55228.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55228.527344 Penalty: 2010.517822
	Iteration 9F: 3 clusters Score -55228.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44171.804688 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44171.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44355.710938 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44355.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44413.777344 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44413.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44448.078125 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -44448.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44478.925781 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44478.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44548.757812 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44548.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44585.066406 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44585.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44606.316406 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44606.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44612.371094 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44612.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44622.375000 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -44622.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44637.015625 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -44637.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44651.519531 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -44651.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44675.695312 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -44675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44677.562500 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -44677.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44677.800781 Penalty: 1939.829956
	Iteration 14F: 3 clusters Score -44677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44683.042969 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -44683.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44686.355469 Penalty: 1939.829956
	Iteration 16Q: 3 clusters Score -44686.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44687.210938 Penalty: 1939.829956
	Iteration 17Q: 3 clusters Score -44687.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44687.210938 Penalty: 1939.829956
	Iteration 18F: 3 clusters Score -44687.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -516504.906250 Penalty: 1352.665283
	Iteration 0F: 2 clusters Score -516504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -513015.062500 Penalty: 2705.330566
	Iteration 0F: 3 clusters Score -513015.1 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -514032.343750 Penalty: 2705.330566
	Iteration 1F: 3 clusters Score -514032.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -514295.093750 Penalty: 2705.330566
	Iteration 2F: 3 clusters Score -514295.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -514555.250000 Penalty: 2705.330566
	Iteration 3F: 3 clusters Score -514555.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -514847.156250 Penalty: 2705.330566
	Iteration 4F: 3 clusters Score -514847.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -515169.812500 Penalty: 2705.330566
	Iteration 5F: 3 clusters Score -515169.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -515511.500000 Penalty: 2705.330566
	Iteration 6F: 3 clusters Score -515511.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -515803.906250 Penalty: 2705.330566
	Iteration 7F: 3 clusters Score -515803.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -515967.093750 Penalty: 2705.330566
	Iteration 8Q: 3 clusters Score -515967.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -516040.312500 Penalty: 2705.330566
	Iteration 9Q: 3 clusters Score -516040.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -516083.468750 Penalty: 2705.330566
	Iteration 10Q: 3 clusters Score -516083.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -516105.531250 Penalty: 2705.330566
	Iteration 11Q: 3 clusters Score -516105.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -516118.343750 Penalty: 2705.330566
	Iteration 12Q: 3 clusters Score -516118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -516126.312500 Penalty: 2705.330566
	Iteration 13Q: 3 clusters Score -516126.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -516130.843750 Penalty: 2705.330566
	Iteration 14Q: 3 clusters Score -516130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -516133.625000 Penalty: 2705.330566
	Iteration 15Q: 3 clusters Score -516133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -516136.531250 Penalty: 2705.330566
	Iteration 16Q: 3 clusters Score -516136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -516140.312500 Penalty: 2705.330566
	Iteration 17Q: 3 clusters Score -516140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -516143.812500 Penalty: 2705.330566
	Iteration 18Q: 3 clusters Score -516143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -516146.312500 Penalty: 2705.330566
	Iteration 19Q: 3 clusters Score -516146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -516147.250000 Penalty: 2705.330566
	Iteration 20F: 3 clusters Score -516147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -516147.906250 Penalty: 2705.330566
	Iteration 21Q: 3 clusters Score -516147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -516148.312500 Penalty: 2705.330566
	Iteration 22Q: 3 clusters Score -516148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -516149.218750 Penalty: 2705.330566
	Iteration 23Q: 3 clusters Score -516149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -516149.218750 Penalty: 2705.330566
	Iteration 24F: 3 clusters Score -516149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19010.560547 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19010.56 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19241.271484 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19241.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19379.501953 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19379.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19485.351562 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -19485.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19596.533203 Penalty: 1900.092651
	Iteration 4F: 3 clusters Score -19596.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19708.769531 Penalty: 1900.092651
	Iteration 5F: 3 clusters Score -19708.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19986.248047 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19986.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20173.531250 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -20173.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20244.181641 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -20244.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20277.628906 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -20277.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20292.244141 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -20292.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20308.330078 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -20308.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20310.416016 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -20310.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20320.021484 Penalty: 1900.092651
	Iteration 13F: 3 clusters Score -20320.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20542.671875 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -20542.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20554.447266 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -20554.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20565.611328 Penalty: 1900.092651
	Iteration 16Q: 3 clusters Score -20565.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20566.818359 Penalty: 1900.092651
	Iteration 17Q: 3 clusters Score -20566.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20567.894531 Penalty: 1900.092651
	Iteration 18Q: 3 clusters Score -20567.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20567.894531 Penalty: 1900.092651
	Iteration 19F: 3 clusters Score -20567.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 80715 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 145 members 
Entering Unmasked Estep 
Score: -85978032.000000 Penalty: 115430.531250
Splitting cluster 7 changes total score from -85978504.000000 to -85978032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69805.046875 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69805.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69914.148438 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69914.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69976.695312 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -69976.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70010.703125 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -70010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70041.125000 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -70041.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70083.257812 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -70083.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70117.093750 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -70117.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70174.781250 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -70174.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70190.976562 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -70190.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70207.031250 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -70207.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70221.046875 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -70221.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70235.437500 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -70235.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70240.804688 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -70240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70258.882812 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -70258.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70269.062500 Penalty: 1938.163208
	Iteration 14Q: 3 clusters Score -70269.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70275.921875 Penalty: 1938.163208
	Iteration 15Q: 3 clusters Score -70275.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70282.304688 Penalty: 1938.163208
	Iteration 16Q: 3 clusters Score -70282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70284.085938 Penalty: 1938.163208
	Iteration 17Q: 3 clusters Score -70284.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70284.085938 Penalty: 1938.163208
	Iteration 18F: 3 clusters Score -70284.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -53376.570312 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -53376.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52349.187500 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -52349.19 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52571.902344 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -52571.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52666.589844 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -52666.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52748.125000 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -52748.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52846.957031 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -52846.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53008.078125 Penalty: 2007.831909
	Iteration 5F: 3 clusters Score -53008.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53212.125000 Penalty: 2007.831909
	Iteration 6F: 3 clusters Score -53212.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53293.007812 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -53293.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53344.054688 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -53344.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53359.488281 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -53359.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53374.960938 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -53374.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53376.832031 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -53376.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53377.535156 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -53377.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53377.535156 Penalty: 2007.831909
	Iteration 13F: 3 clusters Score -53377.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 80715 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 266 members 
Entering Unmasked Estep 
Score: -85977400.000000 Penalty: 115430.531250
Splitting cluster 9 changes total score from -85978504.000000 to -85977400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -1908235.625000 Penalty: 1561.252197
	Iteration 0F: 2 clusters Score -1908236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1897962.000000 Penalty: 3122.504395
	Iteration 0F: 3 clusters Score -1897962 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1901948.125000 Penalty: 3122.504395
	Iteration 1F: 3 clusters Score -1901948 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1902716.875000 Penalty: 3122.504395
	Iteration 2F: 3 clusters Score -1902717 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1903768.125000 Penalty: 3122.504395
	Iteration 3F: 3 clusters Score -1903768 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1904932.250000 Penalty: 3122.504395
	Iteration 4F: 3 clusters Score -1904932 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1905847.875000 Penalty: 3122.504395
	Iteration 5F: 3 clusters Score -1905848 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1906403.375000 Penalty: 3122.504395
	Iteration 6F: 3 clusters Score -1906403 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1906727.750000 Penalty: 3122.504395
	Iteration 7Q: 3 clusters Score -1906728 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1906901.875000 Penalty: 3122.504395
	Iteration 8Q: 3 clusters Score -1906902 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1907033.375000 Penalty: 3122.504395
	Iteration 9Q: 3 clusters Score -1907033 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1907150.875000 Penalty: 3122.504395
	Iteration 10Q: 3 clusters Score -1907151 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1907232.750000 Penalty: 3122.504395
	Iteration 11Q: 3 clusters Score -1907233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1907296.250000 Penalty: 3122.504395
	Iteration 12Q: 3 clusters Score -1907296 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1907340.875000 Penalty: 3122.504395
	Iteration 13Q: 3 clusters Score -1907341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1907377.500000 Penalty: 3122.504395
	Iteration 14Q: 3 clusters Score -1907378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1907399.750000 Penalty: 3122.504395
	Iteration 15Q: 3 clusters Score -1907400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1907418.250000 Penalty: 3122.504395
	Iteration 16Q: 3 clusters Score -1907418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1907434.750000 Penalty: 3122.504395
	Iteration 17Q: 3 clusters Score -1907435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1907446.375000 Penalty: 3122.504395
	Iteration 18Q: 3 clusters Score -1907446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1907470.000000 Penalty: 3122.504395
	Iteration 19Q: 3 clusters Score -1907470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1907491.000000 Penalty: 3122.504395
	Iteration 20F: 3 clusters Score -1907491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1907507.500000 Penalty: 3122.504395
	Iteration 21Q: 3 clusters Score -1907508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1907527.250000 Penalty: 3122.504395
	Iteration 22Q: 3 clusters Score -1907527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1907543.125000 Penalty: 3122.504395
	Iteration 23Q: 3 clusters Score -1907543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1907564.875000 Penalty: 3122.504395
	Iteration 24Q: 3 clusters Score -1907565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1907594.375000 Penalty: 3122.504395
	Iteration 25Q: 3 clusters Score -1907594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1907635.750000 Penalty: 3122.504395
	Iteration 26Q: 3 clusters Score -1907636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1907669.750000 Penalty: 3122.504395
	Iteration 27Q: 3 clusters Score -1907670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1907709.375000 Penalty: 3122.504395
	Iteration 28Q: 3 clusters Score -1907709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1907740.500000 Penalty: 3122.504395
	Iteration 29Q: 3 clusters Score -1907740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1907758.000000 Penalty: 3122.504395
	Iteration 30Q: 3 clusters Score -1907758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1907767.625000 Penalty: 3122.504395
	Iteration 31Q: 3 clusters Score -1907768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1907780.000000 Penalty: 3122.504395
	Iteration 32Q: 3 clusters Score -1907780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1907794.125000 Penalty: 3122.504395
	Iteration 33Q: 3 clusters Score -1907794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1907805.625000 Penalty: 3122.504395
	Iteration 34Q: 3 clusters Score -1907806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1907833.625000 Penalty: 3122.504395
	Iteration 35Q: 3 clusters Score -1907834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1907868.625000 Penalty: 3122.504395
	Iteration 36Q: 3 clusters Score -1907869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1907929.000000 Penalty: 3122.504395
	Iteration 37Q: 3 clusters Score -1907929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1908011.875000 Penalty: 3122.504395
	Iteration 38Q: 3 clusters Score -1908012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1908089.375000 Penalty: 3122.504395
	Iteration 39Q: 3 clusters Score -1908089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1908133.500000 Penalty: 3122.504395
	Iteration 40F: 3 clusters Score -1908134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1908155.125000 Penalty: 3122.504395
	Iteration 41Q: 3 clusters Score -1908155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1908169.500000 Penalty: 3122.504395
	Iteration 42Q: 3 clusters Score -1908170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1908170.625000 Penalty: 3122.504395
	Iteration 43Q: 3 clusters Score -1908171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1908175.000000 Penalty: 3122.504395
	Iteration 44Q: 3 clusters Score -1908175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1908177.000000 Penalty: 3122.504395
	Iteration 45Q: 3 clusters Score -1908177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1908178.125000 Penalty: 3122.504395
	Iteration 46Q: 3 clusters Score -1908178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1908179.375000 Penalty: 3122.504395
	Iteration 47Q: 3 clusters Score -1908179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1908177.000000 Penalty: 3122.504395
	Iteration 48Q: 3 clusters Score -1908177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1908181.625000 Penalty: 3122.504395
	Iteration 49Q: 3 clusters Score -1908182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1908182.250000 Penalty: 3122.504395
	Iteration 50Q: 3 clusters Score -1908182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1908180.500000 Penalty: 3122.504395
	Iteration 51Q: 3 clusters Score -1908180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1908180.375000 Penalty: 3122.504395
	Iteration 52Q: 3 clusters Score -1908180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1908180.250000 Penalty: 3122.504395
	Iteration 53Q: 3 clusters Score -1908180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1908180.625000 Penalty: 3122.504395
	Iteration 54Q: 3 clusters Score -1908181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1908183.250000 Penalty: 3122.504395
	Iteration 55Q: 3 clusters Score -1908183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1908181.375000 Penalty: 3122.504395
	Iteration 56Q: 3 clusters Score -1908181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1908179.625000 Penalty: 3122.504395
	Iteration 57Q: 3 clusters Score -1908180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1908180.625000 Penalty: 3122.504395
	Iteration 58Q: 3 clusters Score -1908181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1908180.625000 Penalty: 3122.504395
	Iteration 59F: 3 clusters Score -1908181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Entering Unmasked Estep 
Score: -3426541.250000 Penalty: 1652.512451
	Iteration 0F: 2 clusters Score -3426541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3408839.000000 Penalty: 3305.024902
	Iteration 0F: 3 clusters Score -3408839 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3415360.500000 Penalty: 3305.024902
	Iteration 1F: 3 clusters Score -3415360 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3415888.500000 Penalty: 3305.024902
	Iteration 2Q: 3 clusters Score -3415888 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3416552.750000 Penalty: 3305.024902
	Iteration 3F: 3 clusters Score -3416553 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3417349.250000 Penalty: 3305.024902
	Iteration 4F: 3 clusters Score -3417349 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3418345.750000 Penalty: 3305.024902
	Iteration 5F: 3 clusters Score -3418346 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3419663.250000 Penalty: 3305.024902
	Iteration 6F: 3 clusters Score -3419663 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3421167.750000 Penalty: 3305.024902
	Iteration 7F: 3 clusters Score -3421168 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3422552.250000 Penalty: 3305.024902
	Iteration 8F: 3 clusters Score -3422552 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3423575.250000 Penalty: 3305.024902
	Iteration 9Q: 3 clusters Score -3423575 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3424147.750000 Penalty: 3305.024902
	Iteration 10Q: 3 clusters Score -3424148 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3424468.500000 Penalty: 3305.024902
	Iteration 11Q: 3 clusters Score -3424468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3424648.500000 Penalty: 3305.024902
	Iteration 12Q: 3 clusters Score -3424648 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3424769.500000 Penalty: 3305.024902
	Iteration 13Q: 3 clusters Score -3424770 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3424867.500000 Penalty: 3305.024902
	Iteration 14Q: 3 clusters Score -3424868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3424945.000000 Penalty: 3305.024902
	Iteration 15Q: 3 clusters Score -3424945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3425010.500000 Penalty: 3305.024902
	Iteration 16Q: 3 clusters Score -3425010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3425047.000000 Penalty: 3305.024902
	Iteration 17Q: 3 clusters Score -3425047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3425076.250000 Penalty: 3305.024902
	Iteration 18Q: 3 clusters Score -3425076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3425097.250000 Penalty: 3305.024902
	Iteration 19Q: 3 clusters Score -3425097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3425112.000000 Penalty: 3305.024902
	Iteration 20F: 3 clusters Score -3425112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3425121.250000 Penalty: 3305.024902
	Iteration 21Q: 3 clusters Score -3425121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3425137.750000 Penalty: 3305.024902
	Iteration 22Q: 3 clusters Score -3425138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3425151.000000 Penalty: 3305.024902
	Iteration 23Q: 3 clusters Score -3425151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3425156.500000 Penalty: 3305.024902
	Iteration 24Q: 3 clusters Score -3425156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3425163.000000 Penalty: 3305.024902
	Iteration 25Q: 3 clusters Score -3425163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3425167.000000 Penalty: 3305.024902
	Iteration 26Q: 3 clusters Score -3425167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3425167.250000 Penalty: 3305.024902
	Iteration 27Q: 3 clusters Score -3425167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3425173.000000 Penalty: 3305.024902
	Iteration 28Q: 3 clusters Score -3425173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3425171.000000 Penalty: 3305.024902
	Iteration 29Q: 3 clusters Score -3425171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3425175.000000 Penalty: 3305.024902
	Iteration 30Q: 3 clusters Score -3425175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3425175.750000 Penalty: 3305.024902
	Iteration 31Q: 3 clusters Score -3425176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3425182.250000 Penalty: 3305.024902
	Iteration 32Q: 3 clusters Score -3425182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3425186.750000 Penalty: 3305.024902
	Iteration 33Q: 3 clusters Score -3425187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3425188.500000 Penalty: 3305.024902
	Iteration 34Q: 3 clusters Score -3425188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3425189.000000 Penalty: 3305.024902
	Iteration 35Q: 3 clusters Score -3425189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3425189.250000 Penalty: 3305.024902
	Iteration 36Q: 3 clusters Score -3425189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3425190.250000 Penalty: 3305.024902
	Iteration 37Q: 3 clusters Score -3425190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3425192.500000 Penalty: 3305.024902
	Iteration 38Q: 3 clusters Score -3425192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3425194.500000 Penalty: 3305.024902
	Iteration 39Q: 3 clusters Score -3425194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3425193.500000 Penalty: 3305.024902
	Iteration 40F: 3 clusters Score -3425194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3425200.750000 Penalty: 3305.024902
	Iteration 41Q: 3 clusters Score -3425201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3425200.750000 Penalty: 3305.024902
	Iteration 42F: 3 clusters Score -3425201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33792.867188 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33792.87 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34268.765625 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34268.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34479.367188 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34479.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34635.480469 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -34635.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34670.906250 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34670.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34681.902344 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34687.156250 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34687.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34691.671875 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34691.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34725.089844 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34725.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34747.042969 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34747.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34752.917969 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34752.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34754.187500 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34754.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34754.187500 Penalty: 1995.462402
	Iteration 12F: 3 clusters Score -34754.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 80715 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 259 members 
Entering Unmasked Estep 
Score: -85977488.000000 Penalty: 115430.531250
Splitting cluster 12 changes total score from -85978504.000000 to -85977488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Entering Unmasked Estep 
Score: -2106977.750000 Penalty: 1570.929565
	Iteration 0F: 2 clusters Score -2106978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2096017.750000 Penalty: 3141.859131
	Iteration 0F: 3 clusters Score -2096018 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2099832.000000 Penalty: 3141.859131
	Iteration 1F: 3 clusters Score -2099832 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2100136.250000 Penalty: 3141.859131
	Iteration 2F: 3 clusters Score -2100136 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2100434.500000 Penalty: 3141.859131
	Iteration 3Q: 3 clusters Score -2100434 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2100762.500000 Penalty: 3141.859131
	Iteration 4Q: 3 clusters Score -2100762 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2101184.000000 Penalty: 3141.859131
	Iteration 5Q: 3 clusters Score -2101184 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2101768.250000 Penalty: 3141.859131
	Iteration 6F: 3 clusters Score -2101768 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2102519.500000 Penalty: 3141.859131
	Iteration 7F: 3 clusters Score -2102520 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2103486.750000 Penalty: 3141.859131
	Iteration 8F: 3 clusters Score -2103487 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2104518.000000 Penalty: 3141.859131
	Iteration 9F: 3 clusters Score -2104518 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2105283.750000 Penalty: 3141.859131
	Iteration 10Q: 3 clusters Score -2105284 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2105595.750000 Penalty: 3141.859131
	Iteration 11Q: 3 clusters Score -2105596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2105685.250000 Penalty: 3141.859131
	Iteration 12Q: 3 clusters Score -2105685 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2105721.250000 Penalty: 3141.859131
	Iteration 13Q: 3 clusters Score -2105721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2105745.500000 Penalty: 3141.859131
	Iteration 14Q: 3 clusters Score -2105746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2105756.250000 Penalty: 3141.859131
	Iteration 15Q: 3 clusters Score -2105756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2105762.250000 Penalty: 3141.859131
	Iteration 16Q: 3 clusters Score -2105762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2105771.000000 Penalty: 3141.859131
	Iteration 17Q: 3 clusters Score -2105771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2105772.500000 Penalty: 3141.859131
	Iteration 18Q: 3 clusters Score -2105772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2105777.750000 Penalty: 3141.859131
	Iteration 19Q: 3 clusters Score -2105778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2105777.250000 Penalty: 3141.859131
	Iteration 20F: 3 clusters Score -2105777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2105777.250000 Penalty: 3141.859131
	Iteration 21Q: 3 clusters Score -2105777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2105780.250000 Penalty: 3141.859131
	Iteration 22Q: 3 clusters Score -2105780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2105778.000000 Penalty: 3141.859131
	Iteration 23Q: 3 clusters Score -2105778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2105783.500000 Penalty: 3141.859131
	Iteration 24Q: 3 clusters Score -2105784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2105781.750000 Penalty: 3141.859131
	Iteration 25Q: 3 clusters Score -2105782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2105782.750000 Penalty: 3141.859131
	Iteration 26Q: 3 clusters Score -2105783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2105782.750000 Penalty: 3141.859131
	Iteration 27F: 3 clusters Score -2105783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -46293.859375 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -46293.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45303.097656 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -45303.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45554.003906 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -45554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45650.628906 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -45650.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45709.296875 Penalty: 1996.162109
	Iteration 3F: 3 clusters Score -45709.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45780.488281 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -45780.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45838.386719 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -45838.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45915.175781 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -45915.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45941.734375 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -45941.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45946.078125 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -45946.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45948.816406 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -45948.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45953.007812 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -45953.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45955.445312 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -45955.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45985.925781 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -45985.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -46007.242188 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -46007.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46009.960938 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -46009.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46014.574219 Penalty: 1996.162109
	Iteration 15F: 3 clusters Score -46014.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -46052.617188 Penalty: 1996.162109
	Iteration 16Q: 3 clusters Score -46052.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46084.242188 Penalty: 1996.162109
	Iteration 17Q: 3 clusters Score -46084.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46096.343750 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -46096.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46103.167969 Penalty: 1996.162109
	Iteration 19Q: 3 clusters Score -46103.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46103.167969 Penalty: 1996.162109
	Iteration 20F: 3 clusters Score -46103.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Entering Unmasked Estep 
Score: -4332963.000000 Penalty: 1687.796265
	Iteration 0F: 2 clusters Score -4332963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4311211.000000 Penalty: 3375.592529
	Iteration 0F: 3 clusters Score -4311211 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4319665.500000 Penalty: 3375.592529
	Iteration 1F: 3 clusters Score -4319666 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4320243.000000 Penalty: 3375.592529
	Iteration 2Q: 3 clusters Score -4320243 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4320965.500000 Penalty: 3375.592529
	Iteration 3F: 3 clusters Score -4320966 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4321979.000000 Penalty: 3375.592529
	Iteration 4F: 3 clusters Score -4321979 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4323590.500000 Penalty: 3375.592529
	Iteration 5F: 3 clusters Score -4323590 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4325591.500000 Penalty: 3375.592529
	Iteration 6F: 3 clusters Score -4325592 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4327634.000000 Penalty: 3375.592529
	Iteration 7F: 3 clusters Score -4327634 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4329219.500000 Penalty: 3375.592529
	Iteration 8F: 3 clusters Score -4329220 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4330210.000000 Penalty: 3375.592529
	Iteration 9Q: 3 clusters Score -4330210 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4330731.500000 Penalty: 3375.592529
	Iteration 10Q: 3 clusters Score -4330732 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4331035.000000 Penalty: 3375.592529
	Iteration 11Q: 3 clusters Score -4331035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4331197.500000 Penalty: 3375.592529
	Iteration 12Q: 3 clusters Score -4331198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4331275.000000 Penalty: 3375.592529
	Iteration 13Q: 3 clusters Score -4331275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4331326.500000 Penalty: 3375.592529
	Iteration 14Q: 3 clusters Score -4331326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4331349.500000 Penalty: 3375.592529
	Iteration 15Q: 3 clusters Score -4331350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4331379.500000 Penalty: 3375.592529
	Iteration 16Q: 3 clusters Score -4331380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4331398.500000 Penalty: 3375.592529
	Iteration 17Q: 3 clusters Score -4331398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4331412.000000 Penalty: 3375.592529
	Iteration 18Q: 3 clusters Score -4331412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4331422.500000 Penalty: 3375.592529
	Iteration 19Q: 3 clusters Score -4331422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4331429.000000 Penalty: 3375.592529
	Iteration 20F: 3 clusters Score -4331429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4331433.000000 Penalty: 3375.592529
	Iteration 21Q: 3 clusters Score -4331433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4331439.000000 Penalty: 3375.592529
	Iteration 22Q: 3 clusters Score -4331439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4331448.000000 Penalty: 3375.592529
	Iteration 23Q: 3 clusters Score -4331448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4331446.500000 Penalty: 3375.592529
	Iteration 24Q: 3 clusters Score -4331446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4331454.000000 Penalty: 3375.592529
	Iteration 25Q: 3 clusters Score -4331454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4331456.000000 Penalty: 3375.592529
	Iteration 26Q: 3 clusters Score -4331456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4331453.500000 Penalty: 3375.592529
	Iteration 27Q: 3 clusters Score -4331454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4331453.500000 Penalty: 3375.592529
	Iteration 28F: 3 clusters Score -4331454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -64183.433594 Penalty: 1031.735107
	Iteration 0F: 2 clusters Score -64183.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63065.937500 Penalty: 2063.470215
	Iteration 0F: 3 clusters Score -63065.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63401.652344 Penalty: 2063.470215
	Iteration 1F: 3 clusters Score -63401.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63578.492188 Penalty: 2063.470215
	Iteration 2F: 3 clusters Score -63578.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63684.257812 Penalty: 2063.470215
	Iteration 3F: 3 clusters Score -63684.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63762.574219 Penalty: 2063.470215
	Iteration 4Q: 3 clusters Score -63762.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63791.339844 Penalty: 2063.470215
	Iteration 5Q: 3 clusters Score -63791.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63809.503906 Penalty: 2063.470215
	Iteration 6Q: 3 clusters Score -63809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63819.613281 Penalty: 2063.470215
	Iteration 7Q: 3 clusters Score -63819.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63825.980469 Penalty: 2063.470215
	Iteration 8Q: 3 clusters Score -63825.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63831.136719 Penalty: 2063.470215
	Iteration 9Q: 3 clusters Score -63831.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63835.410156 Penalty: 2063.470215
	Iteration 10Q: 3 clusters Score -63835.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63837.878906 Penalty: 2063.470215
	Iteration 11Q: 3 clusters Score -63837.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63837.878906 Penalty: 2063.470215
	Iteration 12F: 3 clusters Score -63837.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -216164.171875 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -216164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -214481.406250 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -214481.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214817.937500 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -214817.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -214900.312500 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -214900.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -214941.906250 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -214941.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -214970.109375 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -214970.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -214985.078125 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -214985.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214993.781250 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -214993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -214998.703125 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -214998.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -215002.906250 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -215002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215005.062500 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -215005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215005.453125 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -215005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215005.453125 Penalty: 2341.831299
	Iteration 11F: 3 clusters Score -215005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42695.472656 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42695.47 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43057.718750 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43057.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43258.835938 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43258.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43335.386719 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43335.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43390.445312 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43390.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43420.832031 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43420.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43433.472656 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43433.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43444.210938 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43444.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43446.640625 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43446.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43446.640625 Penalty: 2007.831909
	Iteration 9F: 3 clusters Score -43446.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Entering Unmasked Estep 
Score: -5906001.500000 Penalty: 1739.021484
	Iteration 0F: 2 clusters Score -5906002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5876432.500000 Penalty: 3478.042969
	Iteration 0F: 3 clusters Score -5876432 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5888534.500000 Penalty: 3478.042969
	Iteration 1F: 3 clusters Score -5888534 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5889164.500000 Penalty: 3478.042969
	Iteration 2Q: 3 clusters Score -5889164 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5889886.000000 Penalty: 3478.042969
	Iteration 3Q: 3 clusters Score -5889886 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5890792.500000 Penalty: 3478.042969
	Iteration 4Q: 3 clusters Score -5890792 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5892072.500000 Penalty: 3478.042969
	Iteration 5F: 3 clusters Score -5892072 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5893734.500000 Penalty: 3478.042969
	Iteration 6F: 3 clusters Score -5893734 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5895659.500000 Penalty: 3478.042969
	Iteration 7F: 3 clusters Score -5895660 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5897292.500000 Penalty: 3478.042969
	Iteration 8F: 3 clusters Score -5897292 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5898551.500000 Penalty: 3478.042969
	Iteration 9Q: 3 clusters Score -5898552 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5899366.500000 Penalty: 3478.042969
	Iteration 10Q: 3 clusters Score -5899366 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5899924.500000 Penalty: 3478.042969
	Iteration 11Q: 3 clusters Score -5899924 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -5900365.500000 Penalty: 3478.042969
	Iteration 12Q: 3 clusters Score -5900366 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5900831.500000 Penalty: 3478.042969
	Iteration 13Q: 3 clusters Score -5900832 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -5901295.500000 Penalty: 3478.042969
	Iteration 14Q: 3 clusters Score -5901296 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5901639.000000 Penalty: 3478.042969
	Iteration 15Q: 3 clusters Score -5901639 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5901977.500000 Penalty: 3478.042969
	Iteration 16Q: 3 clusters Score -5901978 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5902210.500000 Penalty: 3478.042969
	Iteration 17Q: 3 clusters Score -5902210 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5902430.000000 Penalty: 3478.042969
	Iteration 18Q: 3 clusters Score -5902430 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5902591.000000 Penalty: 3478.042969
	Iteration 19Q: 3 clusters Score -5902591 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5902764.500000 Penalty: 3478.042969
	Iteration 20F: 3 clusters Score -5902764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5902913.000000 Penalty: 3478.042969
	Iteration 21Q: 3 clusters Score -5902913 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5903038.500000 Penalty: 3478.042969
	Iteration 22Q: 3 clusters Score -5903038 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5903160.500000 Penalty: 3478.042969
	Iteration 23Q: 3 clusters Score -5903160 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5903279.500000 Penalty: 3478.042969
	Iteration 24Q: 3 clusters Score -5903280 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5903376.000000 Penalty: 3478.042969
	Iteration 25Q: 3 clusters Score -5903376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5903433.000000 Penalty: 3478.042969
	Iteration 26Q: 3 clusters Score -5903433 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -5903507.000000 Penalty: 3478.042969
	Iteration 27Q: 3 clusters Score -5903507 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5903597.000000 Penalty: 3478.042969
	Iteration 28Q: 3 clusters Score -5903597 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5903680.000000 Penalty: 3478.042969
	Iteration 29Q: 3 clusters Score -5903680 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5903756.500000 Penalty: 3478.042969
	Iteration 30Q: 3 clusters Score -5903756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5903836.000000 Penalty: 3478.042969
	Iteration 31Q: 3 clusters Score -5903836 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5903902.500000 Penalty: 3478.042969
	Iteration 32Q: 3 clusters Score -5903902 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5903946.500000 Penalty: 3478.042969
	Iteration 33Q: 3 clusters Score -5903946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5904001.500000 Penalty: 3478.042969
	Iteration 34Q: 3 clusters Score -5904002 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5904071.000000 Penalty: 3478.042969
	Iteration 35Q: 3 clusters Score -5904071 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5904112.500000 Penalty: 3478.042969
	Iteration 36Q: 3 clusters Score -5904112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5904152.500000 Penalty: 3478.042969
	Iteration 37Q: 3 clusters Score -5904152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5904179.500000 Penalty: 3478.042969
	Iteration 38Q: 3 clusters Score -5904180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5904233.500000 Penalty: 3478.042969
	Iteration 39Q: 3 clusters Score -5904234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -5904265.000000 Penalty: 3478.042969
	Iteration 40F: 3 clusters Score -5904265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5904293.000000 Penalty: 3478.042969
	Iteration 41Q: 3 clusters Score -5904293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5904286.500000 Penalty: 3478.042969
	Iteration 42Q: 3 clusters Score -5904286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5904305.000000 Penalty: 3478.042969
	Iteration 43Q: 3 clusters Score -5904305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5904334.000000 Penalty: 3478.042969
	Iteration 44Q: 3 clusters Score -5904334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5904339.000000 Penalty: 3478.042969
	Iteration 45Q: 3 clusters Score -5904339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5904361.500000 Penalty: 3478.042969
	Iteration 46Q: 3 clusters Score -5904362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5904374.500000 Penalty: 3478.042969
	Iteration 47Q: 3 clusters Score -5904374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5904390.500000 Penalty: 3478.042969
	Iteration 48Q: 3 clusters Score -5904390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -5904407.000000 Penalty: 3478.042969
	Iteration 49Q: 3 clusters Score -5904407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5904414.000000 Penalty: 3478.042969
	Iteration 50Q: 3 clusters Score -5904414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5904431.500000 Penalty: 3478.042969
	Iteration 51Q: 3 clusters Score -5904432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5904422.500000 Penalty: 3478.042969
	Iteration 52Q: 3 clusters Score -5904422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5904443.000000 Penalty: 3478.042969
	Iteration 53Q: 3 clusters Score -5904443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5904441.500000 Penalty: 3478.042969
	Iteration 54Q: 3 clusters Score -5904442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5904467.000000 Penalty: 3478.042969
	Iteration 55Q: 3 clusters Score -5904467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5904474.000000 Penalty: 3478.042969
	Iteration 56Q: 3 clusters Score -5904474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5904477.000000 Penalty: 3478.042969
	Iteration 57Q: 3 clusters Score -5904477 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5904488.000000 Penalty: 3478.042969
	Iteration 58Q: 3 clusters Score -5904488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5904511.000000 Penalty: 3478.042969
	Iteration 59Q: 3 clusters Score -5904511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5904517.000000 Penalty: 3478.042969
	Iteration 60F: 3 clusters Score -5904517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5904529.500000 Penalty: 3478.042969
	Iteration 61Q: 3 clusters Score -5904530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -5904526.500000 Penalty: 3478.042969
	Iteration 62Q: 3 clusters Score -5904526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5904525.000000 Penalty: 3478.042969
	Iteration 63Q: 3 clusters Score -5904525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -5904538.000000 Penalty: 3478.042969
	Iteration 64Q: 3 clusters Score -5904538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5904541.000000 Penalty: 3478.042969
	Iteration 65Q: 3 clusters Score -5904541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5904548.000000 Penalty: 3478.042969
	Iteration 66Q: 3 clusters Score -5904548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5904545.500000 Penalty: 3478.042969
	Iteration 67Q: 3 clusters Score -5904546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5904551.000000 Penalty: 3478.042969
	Iteration 68Q: 3 clusters Score -5904551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5904558.000000 Penalty: 3478.042969
	Iteration 69Q: 3 clusters Score -5904558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5904557.000000 Penalty: 3478.042969
	Iteration 70Q: 3 clusters Score -5904557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5904558.500000 Penalty: 3478.042969
	Iteration 71Q: 3 clusters Score -5904558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5904564.000000 Penalty: 3478.042969
	Iteration 72Q: 3 clusters Score -5904564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5904562.000000 Penalty: 3478.042969
	Iteration 73Q: 3 clusters Score -5904562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5904562.000000 Penalty: 3478.042969
	Iteration 74Q: 3 clusters Score -5904562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5904565.500000 Penalty: 3478.042969
	Iteration 75Q: 3 clusters Score -5904566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5904569.000000 Penalty: 3478.042969
	Iteration 76Q: 3 clusters Score -5904569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5904567.500000 Penalty: 3478.042969
	Iteration 77Q: 3 clusters Score -5904568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5904569.000000 Penalty: 3478.042969
	Iteration 78Q: 3 clusters Score -5904569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5904571.000000 Penalty: 3478.042969
	Iteration 79Q: 3 clusters Score -5904571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5904571.000000 Penalty: 3478.042969
	Iteration 80F: 3 clusters Score -5904571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5904572.000000 Penalty: 3478.042969
	Iteration 81Q: 3 clusters Score -5904572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5904569.500000 Penalty: 3478.042969
	Iteration 82Q: 3 clusters Score -5904570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5904571.500000 Penalty: 3478.042969
	Iteration 83Q: 3 clusters Score -5904572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5904573.500000 Penalty: 3478.042969
	Iteration 84Q: 3 clusters Score -5904574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5904567.500000 Penalty: 3478.042969
	Iteration 85Q: 3 clusters Score -5904568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5904565.000000 Penalty: 3478.042969
	Iteration 86Q: 3 clusters Score -5904565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5904567.000000 Penalty: 3478.042969
	Iteration 87Q: 3 clusters Score -5904567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5904565.500000 Penalty: 3478.042969
	Iteration 88Q: 3 clusters Score -5904566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5904565.500000 Penalty: 3478.042969
	Iteration 89Q: 3 clusters Score -5904566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5904567.500000 Penalty: 3478.042969
	Iteration 90Q: 3 clusters Score -5904568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5904567.500000 Penalty: 3478.042969
	Iteration 91Q: 3 clusters Score -5904568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5904564.000000 Penalty: 3478.042969
	Iteration 92Q: 3 clusters Score -5904564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -5904567.000000 Penalty: 3478.042969
	Iteration 93Q: 3 clusters Score -5904567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5904573.500000 Penalty: 3478.042969
	Iteration 94Q: 3 clusters Score -5904574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5904573.000000 Penalty: 3478.042969
	Iteration 95Q: 3 clusters Score -5904573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -5904568.500000 Penalty: 3478.042969
	Iteration 96Q: 3 clusters Score -5904568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5904569.500000 Penalty: 3478.042969
	Iteration 97Q: 3 clusters Score -5904570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5904578.000000 Penalty: 3478.042969
	Iteration 98Q: 3 clusters Score -5904578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5904579.000000 Penalty: 3478.042969
	Iteration 99Q: 3 clusters Score -5904579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5904585.000000 Penalty: 3478.042969
	Iteration 100F: 3 clusters Score -5904585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5904580.000000 Penalty: 3478.042969
	Iteration 101Q: 3 clusters Score -5904580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5904580.500000 Penalty: 3478.042969
	Iteration 102Q: 3 clusters Score -5904580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5904578.000000 Penalty: 3478.042969
	Iteration 103Q: 3 clusters Score -5904578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5904577.500000 Penalty: 3478.042969
	Iteration 104Q: 3 clusters Score -5904578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5904580.500000 Penalty: 3478.042969
	Iteration 105Q: 3 clusters Score -5904580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5904580.500000 Penalty: 3478.042969
	Iteration 106F: 3 clusters Score -5904580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Entering Unmasked Estep 
Score: -1990411.000000 Penalty: 1566.242310
	Iteration 0F: 2 clusters Score -1990411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1979879.125000 Penalty: 3132.484619
	Iteration 0F: 3 clusters Score -1979879 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1983579.250000 Penalty: 3132.484619
	Iteration 1F: 3 clusters Score -1983579 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1983913.625000 Penalty: 3132.484619
	Iteration 2F: 3 clusters Score -1983914 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1984234.125000 Penalty: 3132.484619
	Iteration 3Q: 3 clusters Score -1984234 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1984573.000000 Penalty: 3132.484619
	Iteration 4Q: 3 clusters Score -1984573 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1984917.500000 Penalty: 3132.484619
	Iteration 5Q: 3 clusters Score -1984918 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1985256.250000 Penalty: 3132.484619
	Iteration 6Q: 3 clusters Score -1985256 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1985624.500000 Penalty: 3132.484619
	Iteration 7Q: 3 clusters Score -1985624 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1985973.375000 Penalty: 3132.484619
	Iteration 8Q: 3 clusters Score -1985973 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1986310.250000 Penalty: 3132.484619
	Iteration 9Q: 3 clusters Score -1986310 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1986623.750000 Penalty: 3132.484619
	Iteration 10Q: 3 clusters Score -1986624 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1986920.375000 Penalty: 3132.484619
	Iteration 11Q: 3 clusters Score -1986920 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1987259.000000 Penalty: 3132.484619
	Iteration 12Q: 3 clusters Score -1987259 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1987582.875000 Penalty: 3132.484619
	Iteration 13Q: 3 clusters Score -1987583 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1987859.125000 Penalty: 3132.484619
	Iteration 14Q: 3 clusters Score -1987859 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1988115.250000 Penalty: 3132.484619
	Iteration 15Q: 3 clusters Score -1988115 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1988341.000000 Penalty: 3132.484619
	Iteration 16Q: 3 clusters Score -1988341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1988528.875000 Penalty: 3132.484619
	Iteration 17Q: 3 clusters Score -1988529 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1988662.625000 Penalty: 3132.484619
	Iteration 18Q: 3 clusters Score -1988663 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1988752.875000 Penalty: 3132.484619
	Iteration 19Q: 3 clusters Score -1988753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1988824.375000 Penalty: 3132.484619
	Iteration 20F: 3 clusters Score -1988824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1988882.375000 Penalty: 3132.484619
	Iteration 21Q: 3 clusters Score -1988882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1988935.750000 Penalty: 3132.484619
	Iteration 22Q: 3 clusters Score -1988936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1988976.250000 Penalty: 3132.484619
	Iteration 23Q: 3 clusters Score -1988976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1989003.000000 Penalty: 3132.484619
	Iteration 24Q: 3 clusters Score -1989003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1989021.125000 Penalty: 3132.484619
	Iteration 25Q: 3 clusters Score -1989021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1989033.125000 Penalty: 3132.484619
	Iteration 26Q: 3 clusters Score -1989033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1989044.375000 Penalty: 3132.484619
	Iteration 27Q: 3 clusters Score -1989044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1989054.625000 Penalty: 3132.484619
	Iteration 28Q: 3 clusters Score -1989055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1989063.750000 Penalty: 3132.484619
	Iteration 29Q: 3 clusters Score -1989064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1989069.000000 Penalty: 3132.484619
	Iteration 30Q: 3 clusters Score -1989069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1989078.875000 Penalty: 3132.484619
	Iteration 31Q: 3 clusters Score -1989079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1989081.125000 Penalty: 3132.484619
	Iteration 32Q: 3 clusters Score -1989081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1989084.750000 Penalty: 3132.484619
	Iteration 33Q: 3 clusters Score -1989085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1989088.750000 Penalty: 3132.484619
	Iteration 34Q: 3 clusters Score -1989089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1989092.125000 Penalty: 3132.484619
	Iteration 35Q: 3 clusters Score -1989092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1989092.375000 Penalty: 3132.484619
	Iteration 36Q: 3 clusters Score -1989092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1989094.500000 Penalty: 3132.484619
	Iteration 37Q: 3 clusters Score -1989094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1989098.875000 Penalty: 3132.484619
	Iteration 38Q: 3 clusters Score -1989099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1989098.750000 Penalty: 3132.484619
	Iteration 39Q: 3 clusters Score -1989099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1989098.750000 Penalty: 3132.484619
	Iteration 40F: 3 clusters Score -1989099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1989099.250000 Penalty: 3132.484619
	Iteration 41Q: 3 clusters Score -1989099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1989101.125000 Penalty: 3132.484619
	Iteration 42Q: 3 clusters Score -1989101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1989101.000000 Penalty: 3132.484619
	Iteration 43Q: 3 clusters Score -1989101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1989103.250000 Penalty: 3132.484619
	Iteration 44Q: 3 clusters Score -1989103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1989104.875000 Penalty: 3132.484619
	Iteration 45Q: 3 clusters Score -1989105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1989104.125000 Penalty: 3132.484619
	Iteration 46Q: 3 clusters Score -1989104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1989104.875000 Penalty: 3132.484619
	Iteration 47Q: 3 clusters Score -1989105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1989106.750000 Penalty: 3132.484619
	Iteration 48Q: 3 clusters Score -1989107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1989106.750000 Penalty: 3132.484619
	Iteration 49F: 3 clusters Score -1989107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Entering Unmasked Estep 
Score: -8597180.000000 Penalty: 1801.035522
	Iteration 0F: 2 clusters Score -8597180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8555896.000000 Penalty: 3602.071045
	Iteration 0F: 3 clusters Score -8555896 nChanged 30758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8573756.000000 Penalty: 3602.071045
	Iteration 1F: 3 clusters Score -8573756 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -8574740.000000 Penalty: 3602.071045
	Iteration 2Q: 3 clusters Score -8574740 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8576076.000000 Penalty: 3602.071045
	Iteration 3Q: 3 clusters Score -8576076 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8577847.000000 Penalty: 3602.071045
	Iteration 4F: 3 clusters Score -8577847 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8580430.000000 Penalty: 3602.071045
	Iteration 5F: 3 clusters Score -8580430 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -8583872.000000 Penalty: 3602.071045
	Iteration 6F: 3 clusters Score -8583872 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -8587429.000000 Penalty: 3602.071045
	Iteration 7F: 3 clusters Score -8587429 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -8590453.000000 Penalty: 3602.071045
	Iteration 8F: 3 clusters Score -8590453 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -8592513.000000 Penalty: 3602.071045
	Iteration 9Q: 3 clusters Score -8592513 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -8593682.000000 Penalty: 3602.071045
	Iteration 10Q: 3 clusters Score -8593682 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8594344.000000 Penalty: 3602.071045
	Iteration 11Q: 3 clusters Score -8594344 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -8594767.000000 Penalty: 3602.071045
	Iteration 12Q: 3 clusters Score -8594767 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -8595034.000000 Penalty: 3602.071045
	Iteration 13Q: 3 clusters Score -8595034 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8595188.000000 Penalty: 3602.071045
	Iteration 14Q: 3 clusters Score -8595188 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -8595320.000000 Penalty: 3602.071045
	Iteration 15Q: 3 clusters Score -8595320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -8595401.000000 Penalty: 3602.071045
	Iteration 16Q: 3 clusters Score -8595401 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -8595464.000000 Penalty: 3602.071045
	Iteration 17Q: 3 clusters Score -8595464 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -8595519.000000 Penalty: 3602.071045
	Iteration 18Q: 3 clusters Score -8595519 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -8595568.000000 Penalty: 3602.071045
	Iteration 19Q: 3 clusters Score -8595568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -8595615.000000 Penalty: 3602.071045
	Iteration 20F: 3 clusters Score -8595615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8595637.000000 Penalty: 3602.071045
	Iteration 21Q: 3 clusters Score -8595637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -8595656.000000 Penalty: 3602.071045
	Iteration 22Q: 3 clusters Score -8595656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -8595670.000000 Penalty: 3602.071045
	Iteration 23Q: 3 clusters Score -8595670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -8595696.000000 Penalty: 3602.071045
	Iteration 24Q: 3 clusters Score -8595696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8595697.000000 Penalty: 3602.071045
	Iteration 25Q: 3 clusters Score -8595697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8595712.000000 Penalty: 3602.071045
	Iteration 26Q: 3 clusters Score -8595712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8595728.000000 Penalty: 3602.071045
	Iteration 27Q: 3 clusters Score -8595728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -8595747.000000 Penalty: 3602.071045
	Iteration 28Q: 3 clusters Score -8595747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -8595742.000000 Penalty: 3602.071045
	Iteration 29Q: 3 clusters Score -8595742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -8595749.000000 Penalty: 3602.071045
	Iteration 30Q: 3 clusters Score -8595749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -8595750.000000 Penalty: 3602.071045
	Iteration 31Q: 3 clusters Score -8595750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -8595757.000000 Penalty: 3602.071045
	Iteration 32Q: 3 clusters Score -8595757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8595751.000000 Penalty: 3602.071045
	Iteration 33Q: 3 clusters Score -8595751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8595770.000000 Penalty: 3602.071045
	Iteration 34Q: 3 clusters Score -8595770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8595776.000000 Penalty: 3602.071045
	Iteration 35Q: 3 clusters Score -8595776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -8595773.000000 Penalty: 3602.071045
	Iteration 36Q: 3 clusters Score -8595773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -8595772.000000 Penalty: 3602.071045
	Iteration 37Q: 3 clusters Score -8595772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -8595771.000000 Penalty: 3602.071045
	Iteration 38Q: 3 clusters Score -8595771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 3602.071045
	Iteration 39Q: 3 clusters Score -8595778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 3602.071045
	Iteration 40F: 3 clusters Score -8595778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -8595781.000000 Penalty: 3602.071045
	Iteration 41Q: 3 clusters Score -8595781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8595771.000000 Penalty: 3602.071045
	Iteration 42Q: 3 clusters Score -8595771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -8595772.000000 Penalty: 3602.071045
	Iteration 43Q: 3 clusters Score -8595772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -8595768.000000 Penalty: 3602.071045
	Iteration 44Q: 3 clusters Score -8595768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -8595775.000000 Penalty: 3602.071045
	Iteration 45Q: 3 clusters Score -8595775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -8595773.000000 Penalty: 3602.071045
	Iteration 46Q: 3 clusters Score -8595773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -8595779.000000 Penalty: 3602.071045
	Iteration 47Q: 3 clusters Score -8595779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -8595782.000000 Penalty: 3602.071045
	Iteration 48Q: 3 clusters Score -8595782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -8595777.000000 Penalty: 3602.071045
	Iteration 49Q: 3 clusters Score -8595777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -8595770.000000 Penalty: 3602.071045
	Iteration 50Q: 3 clusters Score -8595770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -8595774.000000 Penalty: 3602.071045
	Iteration 51Q: 3 clusters Score -8595774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -8595774.000000 Penalty: 3602.071045
	Iteration 52Q: 3 clusters Score -8595774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 3602.071045
	Iteration 53Q: 3 clusters Score -8595778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -8595785.000000 Penalty: 3602.071045
	Iteration 54Q: 3 clusters Score -8595785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8595783.000000 Penalty: 3602.071045
	Iteration 55Q: 3 clusters Score -8595783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -8595776.000000 Penalty: 3602.071045
	Iteration 56Q: 3 clusters Score -8595776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8595781.000000 Penalty: 3602.071045
	Iteration 57Q: 3 clusters Score -8595781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 3602.071045
	Iteration 58Q: 3 clusters Score -8595778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -8595780.000000 Penalty: 3602.071045
	Iteration 59Q: 3 clusters Score -8595780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 3602.071045
	Iteration 60F: 3 clusters Score -8595778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -8595779.000000 Penalty: 3602.071045
	Iteration 61Q: 3 clusters Score -8595779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -8595781.000000 Penalty: 3602.071045
	Iteration 62Q: 3 clusters Score -8595781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -8595785.000000 Penalty: 3602.071045
	Iteration 63Q: 3 clusters Score -8595785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -8595784.000000 Penalty: 3602.071045
	Iteration 64Q: 3 clusters Score -8595784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8595786.000000 Penalty: 3602.071045
	Iteration 65Q: 3 clusters Score -8595786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -8595787.000000 Penalty: 3602.071045
	Iteration 66Q: 3 clusters Score -8595787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -8595791.000000 Penalty: 3602.071045
	Iteration 67Q: 3 clusters Score -8595791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -8595787.000000 Penalty: 3602.071045
	Iteration 68Q: 3 clusters Score -8595787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8595787.000000 Penalty: 3602.071045
	Iteration 69Q: 3 clusters Score -8595787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -8595780.000000 Penalty: 3602.071045
	Iteration 70Q: 3 clusters Score -8595780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -8595790.000000 Penalty: 3602.071045
	Iteration 71Q: 3 clusters Score -8595790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -8595785.000000 Penalty: 3602.071045
	Iteration 72Q: 3 clusters Score -8595785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8595786.000000 Penalty: 3602.071045
	Iteration 73Q: 3 clusters Score -8595786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8595786.000000 Penalty: 3602.071045
	Iteration 74F: 3 clusters Score -8595786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -39609.515625 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -39609.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38721.187500 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -38721.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38843.406250 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -38843.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38864.167969 Penalty: 1869.586060
	Iteration 2Q: 3 clusters Score -38864.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38875.226562 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -38875.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38881.109375 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -38881.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38894.554688 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -38894.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38897.953125 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -38897.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38898.707031 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -38898.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38898.707031 Penalty: 1869.586060
	Iteration 8F: 3 clusters Score -38898.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44741.339844 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44741.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -44891.003906 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44954.109375 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -44954.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44982.230469 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -44982.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45017.296875 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -45017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45057.046875 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45057.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45088.214844 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45088.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -45099.503906 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45104.101562 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -45104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45104.101562 Penalty: 1879.743286
	Iteration 9F: 3 clusters Score -45104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Entering Unmasked Estep 
Score: -1922102.625000 Penalty: 1567.655396
	Iteration 0F: 2 clusters Score -1922103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1911451.125000 Penalty: 3135.310791
	Iteration 0F: 3 clusters Score -1911451 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1915524.375000 Penalty: 3135.310791
	Iteration 1F: 3 clusters Score -1915524 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1916106.000000 Penalty: 3135.310791
	Iteration 2F: 3 clusters Score -1916106 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1916654.625000 Penalty: 3135.310791
	Iteration 3F: 3 clusters Score -1916655 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1917182.625000 Penalty: 3135.310791
	Iteration 4F: 3 clusters Score -1917183 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1917722.375000 Penalty: 3135.310791
	Iteration 5F: 3 clusters Score -1917722 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1918248.750000 Penalty: 3135.310791
	Iteration 6F: 3 clusters Score -1918249 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1918604.250000 Penalty: 3135.310791
	Iteration 7Q: 3 clusters Score -1918604 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1918879.500000 Penalty: 3135.310791
	Iteration 8Q: 3 clusters Score -1918880 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1919076.875000 Penalty: 3135.310791
	Iteration 9Q: 3 clusters Score -1919077 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1919190.875000 Penalty: 3135.310791
	Iteration 10Q: 3 clusters Score -1919191 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1919277.875000 Penalty: 3135.310791
	Iteration 11Q: 3 clusters Score -1919278 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1919355.125000 Penalty: 3135.310791
	Iteration 12Q: 3 clusters Score -1919355 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1919410.875000 Penalty: 3135.310791
	Iteration 13Q: 3 clusters Score -1919411 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1919471.250000 Penalty: 3135.310791
	Iteration 14Q: 3 clusters Score -1919471 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1919503.125000 Penalty: 3135.310791
	Iteration 15Q: 3 clusters Score -1919503 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1919538.500000 Penalty: 3135.310791
	Iteration 16Q: 3 clusters Score -1919538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1919558.750000 Penalty: 3135.310791
	Iteration 17Q: 3 clusters Score -1919559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1919592.875000 Penalty: 3135.310791
	Iteration 18Q: 3 clusters Score -1919593 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1919621.000000 Penalty: 3135.310791
	Iteration 19Q: 3 clusters Score -1919621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1919649.500000 Penalty: 3135.310791
	Iteration 20F: 3 clusters Score -1919650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1919674.250000 Penalty: 3135.310791
	Iteration 21Q: 3 clusters Score -1919674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1919699.125000 Penalty: 3135.310791
	Iteration 22Q: 3 clusters Score -1919699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1919715.125000 Penalty: 3135.310791
	Iteration 23Q: 3 clusters Score -1919715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1919728.250000 Penalty: 3135.310791
	Iteration 24Q: 3 clusters Score -1919728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1919739.125000 Penalty: 3135.310791
	Iteration 25Q: 3 clusters Score -1919739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1919749.750000 Penalty: 3135.310791
	Iteration 26Q: 3 clusters Score -1919750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1919756.625000 Penalty: 3135.310791
	Iteration 27Q: 3 clusters Score -1919757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1919765.500000 Penalty: 3135.310791
	Iteration 28Q: 3 clusters Score -1919766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1919771.750000 Penalty: 3135.310791
	Iteration 29Q: 3 clusters Score -1919772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1919784.250000 Penalty: 3135.310791
	Iteration 30Q: 3 clusters Score -1919784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1919795.125000 Penalty: 3135.310791
	Iteration 31Q: 3 clusters Score -1919795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1919802.625000 Penalty: 3135.310791
	Iteration 32Q: 3 clusters Score -1919803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1919812.875000 Penalty: 3135.310791
	Iteration 33Q: 3 clusters Score -1919813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1919815.125000 Penalty: 3135.310791
	Iteration 34Q: 3 clusters Score -1919815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1919821.875000 Penalty: 3135.310791
	Iteration 35Q: 3 clusters Score -1919822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1919829.000000 Penalty: 3135.310791
	Iteration 36Q: 3 clusters Score -1919829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1919843.000000 Penalty: 3135.310791
	Iteration 37Q: 3 clusters Score -1919843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1919850.375000 Penalty: 3135.310791
	Iteration 38Q: 3 clusters Score -1919850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1919853.500000 Penalty: 3135.310791
	Iteration 39Q: 3 clusters Score -1919854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1919870.000000 Penalty: 3135.310791
	Iteration 40F: 3 clusters Score -1919870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1919872.750000 Penalty: 3135.310791
	Iteration 41Q: 3 clusters Score -1919873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1919889.625000 Penalty: 3135.310791
	Iteration 42Q: 3 clusters Score -1919890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1919907.125000 Penalty: 3135.310791
	Iteration 43Q: 3 clusters Score -1919907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1919923.500000 Penalty: 3135.310791
	Iteration 44Q: 3 clusters Score -1919924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1919931.000000 Penalty: 3135.310791
	Iteration 45Q: 3 clusters Score -1919931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1919955.500000 Penalty: 3135.310791
	Iteration 46Q: 3 clusters Score -1919956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1919977.750000 Penalty: 3135.310791
	Iteration 47Q: 3 clusters Score -1919978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1919989.625000 Penalty: 3135.310791
	Iteration 48Q: 3 clusters Score -1919990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1920011.000000 Penalty: 3135.310791
	Iteration 49Q: 3 clusters Score -1920011 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1920042.125000 Penalty: 3135.310791
	Iteration 50Q: 3 clusters Score -1920042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1920086.625000 Penalty: 3135.310791
	Iteration 51Q: 3 clusters Score -1920087 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1920117.500000 Penalty: 3135.310791
	Iteration 52Q: 3 clusters Score -1920118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1920153.375000 Penalty: 3135.310791
	Iteration 53Q: 3 clusters Score -1920153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1920182.375000 Penalty: 3135.310791
	Iteration 54Q: 3 clusters Score -1920182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1920211.625000 Penalty: 3135.310791
	Iteration 55Q: 3 clusters Score -1920212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1920239.375000 Penalty: 3135.310791
	Iteration 56Q: 3 clusters Score -1920239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1920273.250000 Penalty: 3135.310791
	Iteration 57Q: 3 clusters Score -1920273 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1920296.875000 Penalty: 3135.310791
	Iteration 58Q: 3 clusters Score -1920297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1920312.875000 Penalty: 3135.310791
	Iteration 59Q: 3 clusters Score -1920313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1920328.375000 Penalty: 3135.310791
	Iteration 60F: 3 clusters Score -1920328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1920333.125000 Penalty: 3135.310791
	Iteration 61Q: 3 clusters Score -1920333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1920345.000000 Penalty: 3135.310791
	Iteration 62Q: 3 clusters Score -1920345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1920363.000000 Penalty: 3135.310791
	Iteration 63Q: 3 clusters Score -1920363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1920369.625000 Penalty: 3135.310791
	Iteration 64Q: 3 clusters Score -1920370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1920380.375000 Penalty: 3135.310791
	Iteration 65Q: 3 clusters Score -1920380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1920396.625000 Penalty: 3135.310791
	Iteration 66Q: 3 clusters Score -1920397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1920416.875000 Penalty: 3135.310791
	Iteration 67Q: 3 clusters Score -1920417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1920428.250000 Penalty: 3135.310791
	Iteration 68Q: 3 clusters Score -1920428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1920444.000000 Penalty: 3135.310791
	Iteration 69Q: 3 clusters Score -1920444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1920459.875000 Penalty: 3135.310791
	Iteration 70Q: 3 clusters Score -1920460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1920467.500000 Penalty: 3135.310791
	Iteration 71Q: 3 clusters Score -1920468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1920487.500000 Penalty: 3135.310791
	Iteration 72Q: 3 clusters Score -1920488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1920499.625000 Penalty: 3135.310791
	Iteration 73Q: 3 clusters Score -1920500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1920516.000000 Penalty: 3135.310791
	Iteration 74Q: 3 clusters Score -1920516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1920531.750000 Penalty: 3135.310791
	Iteration 75Q: 3 clusters Score -1920532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1920555.625000 Penalty: 3135.310791
	Iteration 76Q: 3 clusters Score -1920556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1920582.875000 Penalty: 3135.310791
	Iteration 77Q: 3 clusters Score -1920583 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1920599.000000 Penalty: 3135.310791
	Iteration 78Q: 3 clusters Score -1920599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1920623.125000 Penalty: 3135.310791
	Iteration 79Q: 3 clusters Score -1920623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1920647.125000 Penalty: 3135.310791
	Iteration 80F: 3 clusters Score -1920647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1920666.500000 Penalty: 3135.310791
	Iteration 81Q: 3 clusters Score -1920666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1920693.750000 Penalty: 3135.310791
	Iteration 82Q: 3 clusters Score -1920694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1920702.375000 Penalty: 3135.310791
	Iteration 83Q: 3 clusters Score -1920702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1920723.875000 Penalty: 3135.310791
	Iteration 84Q: 3 clusters Score -1920724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1920742.375000 Penalty: 3135.310791
	Iteration 85Q: 3 clusters Score -1920742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1920758.000000 Penalty: 3135.310791
	Iteration 86Q: 3 clusters Score -1920758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1920781.500000 Penalty: 3135.310791
	Iteration 87Q: 3 clusters Score -1920782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1920796.250000 Penalty: 3135.310791
	Iteration 88Q: 3 clusters Score -1920796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1920817.875000 Penalty: 3135.310791
	Iteration 89Q: 3 clusters Score -1920818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1920840.625000 Penalty: 3135.310791
	Iteration 90Q: 3 clusters Score -1920841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1920865.125000 Penalty: 3135.310791
	Iteration 91Q: 3 clusters Score -1920865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1920884.750000 Penalty: 3135.310791
	Iteration 92Q: 3 clusters Score -1920885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1920902.000000 Penalty: 3135.310791
	Iteration 93Q: 3 clusters Score -1920902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1920919.750000 Penalty: 3135.310791
	Iteration 94Q: 3 clusters Score -1920920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1920939.000000 Penalty: 3135.310791
	Iteration 95Q: 3 clusters Score -1920939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1920951.125000 Penalty: 3135.310791
	Iteration 96Q: 3 clusters Score -1920951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1920967.250000 Penalty: 3135.310791
	Iteration 97Q: 3 clusters Score -1920967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1920988.000000 Penalty: 3135.310791
	Iteration 98Q: 3 clusters Score -1920988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1921005.250000 Penalty: 3135.310791
	Iteration 99Q: 3 clusters Score -1921005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1921020.375000 Penalty: 3135.310791
	Iteration 100F: 3 clusters Score -1921020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1921048.250000 Penalty: 3135.310791
	Iteration 101Q: 3 clusters Score -1921048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1921069.750000 Penalty: 3135.310791
	Iteration 102Q: 3 clusters Score -1921070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1921100.375000 Penalty: 3135.310791
	Iteration 103Q: 3 clusters Score -1921100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1921133.000000 Penalty: 3135.310791
	Iteration 104Q: 3 clusters Score -1921133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1921165.000000 Penalty: 3135.310791
	Iteration 105Q: 3 clusters Score -1921165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1921189.125000 Penalty: 3135.310791
	Iteration 106Q: 3 clusters Score -1921189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1921210.625000 Penalty: 3135.310791
	Iteration 107Q: 3 clusters Score -1921211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1921233.375000 Penalty: 3135.310791
	Iteration 108Q: 3 clusters Score -1921233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1921258.875000 Penalty: 3135.310791
	Iteration 109Q: 3 clusters Score -1921259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1921282.250000 Penalty: 3135.310791
	Iteration 110Q: 3 clusters Score -1921282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1921300.125000 Penalty: 3135.310791
	Iteration 111Q: 3 clusters Score -1921300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1921311.500000 Penalty: 3135.310791
	Iteration 112Q: 3 clusters Score -1921312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1921320.375000 Penalty: 3135.310791
	Iteration 113Q: 3 clusters Score -1921320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1921325.875000 Penalty: 3135.310791
	Iteration 114Q: 3 clusters Score -1921326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1921333.125000 Penalty: 3135.310791
	Iteration 115Q: 3 clusters Score -1921333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1921345.375000 Penalty: 3135.310791
	Iteration 116Q: 3 clusters Score -1921345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1921352.250000 Penalty: 3135.310791
	Iteration 117Q: 3 clusters Score -1921352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1921357.250000 Penalty: 3135.310791
	Iteration 118Q: 3 clusters Score -1921357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1921357.750000 Penalty: 3135.310791
	Iteration 119Q: 3 clusters Score -1921358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1921359.625000 Penalty: 3135.310791
	Iteration 120F: 3 clusters Score -1921360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1921360.500000 Penalty: 3135.310791
	Iteration 121Q: 3 clusters Score -1921360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1921362.750000 Penalty: 3135.310791
	Iteration 122Q: 3 clusters Score -1921363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1921364.875000 Penalty: 3135.310791
	Iteration 123Q: 3 clusters Score -1921365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1921366.750000 Penalty: 3135.310791
	Iteration 124Q: 3 clusters Score -1921367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1921366.750000 Penalty: 3135.310791
	Iteration 125Q: 3 clusters Score -1921367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1921368.875000 Penalty: 3135.310791
	Iteration 126Q: 3 clusters Score -1921369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1921368.375000 Penalty: 3135.310791
	Iteration 127Q: 3 clusters Score -1921368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1921373.000000 Penalty: 3135.310791
	Iteration 128Q: 3 clusters Score -1921373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1921373.375000 Penalty: 3135.310791
	Iteration 129Q: 3 clusters Score -1921373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1921373.250000 Penalty: 3135.310791
	Iteration 130Q: 3 clusters Score -1921373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1921373.750000 Penalty: 3135.310791
	Iteration 131Q: 3 clusters Score -1921374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1921377.875000 Penalty: 3135.310791
	Iteration 132Q: 3 clusters Score -1921378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1921377.875000 Penalty: 3135.310791
	Iteration 133Q: 3 clusters Score -1921378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1921375.375000 Penalty: 3135.310791
	Iteration 134Q: 3 clusters Score -1921375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1921378.250000 Penalty: 3135.310791
	Iteration 135Q: 3 clusters Score -1921378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1921377.125000 Penalty: 3135.310791
	Iteration 136Q: 3 clusters Score -1921377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1921377.125000 Penalty: 3135.310791
	Iteration 137F: 3 clusters Score -1921377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8272.438477 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8272.438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8358.371094 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8358.371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8412.585938 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8412.586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8457.357422 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8457.357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8475.600586 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8475.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8480.435547 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -8480.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8480.435547 Penalty: 1710.374268
	Iteration 6F: 3 clusters Score -8480.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -411363.187500 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -411363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -408941.187500 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -408941.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -409488.375000 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -409488.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -409610.937500 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -409610.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -409682.031250 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -409682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -409721.250000 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -409721.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -409751.500000 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -409751.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -409772.906250 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -409772.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -409786.468750 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -409786.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -409795.375000 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -409795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -409806.468750 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -409806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -409812.468750 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -409812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -409815.375000 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -409815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -409815.593750 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -409815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -409815.593750 Penalty: 2539.154297
	Iteration 13F: 3 clusters Score -409815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31320.533203 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31320.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31413.255859 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31413.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31449.130859 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -31449.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31467.265625 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31467.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31478.335938 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31478.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31498.486328 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31498.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31505.613281 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -31505.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31506.720703 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -31506.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31507.964844 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -31507.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31510.320312 Penalty: 1832.465332
	Iteration 9Q: 3 clusters Score -31510.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31511.066406 Penalty: 1832.465332
	Iteration 10Q: 3 clusters Score -31511.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31511.066406 Penalty: 1832.465332
	Iteration 11F: 3 clusters Score -31511.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -666601.125000 Penalty: 1388.278320
	Iteration 0F: 2 clusters Score -666601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -662555.187500 Penalty: 2776.556641
	Iteration 0F: 3 clusters Score -662555.2 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -663636.875000 Penalty: 2776.556641
	Iteration 1F: 3 clusters Score -663636.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -663808.000000 Penalty: 2776.556641
	Iteration 2F: 3 clusters Score -663808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -663908.625000 Penalty: 2776.556641
	Iteration 3Q: 3 clusters Score -663908.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -663991.875000 Penalty: 2776.556641
	Iteration 4Q: 3 clusters Score -663991.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -664049.937500 Penalty: 2776.556641
	Iteration 5Q: 3 clusters Score -664049.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -664087.312500 Penalty: 2776.556641
	Iteration 6Q: 3 clusters Score -664087.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -664131.437500 Penalty: 2776.556641
	Iteration 7Q: 3 clusters Score -664131.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -664181.937500 Penalty: 2776.556641
	Iteration 8Q: 3 clusters Score -664181.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -664240.687500 Penalty: 2776.556641
	Iteration 9Q: 3 clusters Score -664240.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -664313.375000 Penalty: 2776.556641
	Iteration 10Q: 3 clusters Score -664313.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -664411.562500 Penalty: 2776.556641
	Iteration 11Q: 3 clusters Score -664411.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -664555.812500 Penalty: 2776.556641
	Iteration 12Q: 3 clusters Score -664555.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -664736.312500 Penalty: 2776.556641
	Iteration 13Q: 3 clusters Score -664736.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -664954.687500 Penalty: 2776.556641
	Iteration 14Q: 3 clusters Score -664954.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -665155.937500 Penalty: 2776.556641
	Iteration 15Q: 3 clusters Score -665155.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -665349.375000 Penalty: 2776.556641
	Iteration 16Q: 3 clusters Score -665349.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -665497.437500 Penalty: 2776.556641
	Iteration 17Q: 3 clusters Score -665497.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -665589.125000 Penalty: 2776.556641
	Iteration 18Q: 3 clusters Score -665589.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -665645.437500 Penalty: 2776.556641
	Iteration 19Q: 3 clusters Score -665645.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -665687.437500 Penalty: 2776.556641
	Iteration 20F: 3 clusters Score -665687.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -665715.187500 Penalty: 2776.556641
	Iteration 21Q: 3 clusters Score -665715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -665733.375000 Penalty: 2776.556641
	Iteration 22Q: 3 clusters Score -665733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -665742.062500 Penalty: 2776.556641
	Iteration 23Q: 3 clusters Score -665742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -665748.250000 Penalty: 2776.556641
	Iteration 24Q: 3 clusters Score -665748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -665752.750000 Penalty: 2776.556641
	Iteration 25Q: 3 clusters Score -665752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -665754.687500 Penalty: 2776.556641
	Iteration 26Q: 3 clusters Score -665754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -665754.687500 Penalty: 2776.556641
	Iteration 27F: 3 clusters Score -665754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -592813.750000 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -592813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -589233.062500 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -589233.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -590125.062500 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -590125.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -590284.375000 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -590284.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -590398.812500 Penalty: 2726.837158
	Iteration 3Q: 3 clusters Score -590398.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -590488.375000 Penalty: 2726.837158
	Iteration 4Q: 3 clusters Score -590488.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -590568.875000 Penalty: 2726.837158
	Iteration 5Q: 3 clusters Score -590568.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -590638.312500 Penalty: 2726.837158
	Iteration 6Q: 3 clusters Score -590638.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -590706.812500 Penalty: 2726.837158
	Iteration 7Q: 3 clusters Score -590706.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -590773.125000 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -590773.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -590851.687500 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -590851.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -590933.625000 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -590933.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -591028.875000 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -591028.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -591116.625000 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -591116.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -591206.062500 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -591206.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -591297.500000 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -591297.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -591371.250000 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -591371.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -591416.125000 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -591416.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -591457.562500 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -591457.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -591491.562500 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -591491.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -591514.312500 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -591514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -591526.562500 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -591526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -591535.812500 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -591535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -591547.937500 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -591547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -591562.437500 Penalty: 2726.837158
	Iteration 23Q: 3 clusters Score -591562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -591573.875000 Penalty: 2726.837158
	Iteration 24Q: 3 clusters Score -591573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -591580.812500 Penalty: 2726.837158
	Iteration 25Q: 3 clusters Score -591580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -591588.750000 Penalty: 2726.837158
	Iteration 26Q: 3 clusters Score -591588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -591594.937500 Penalty: 2726.837158
	Iteration 27Q: 3 clusters Score -591594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -591597.875000 Penalty: 2726.837158
	Iteration 28Q: 3 clusters Score -591597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -591604.875000 Penalty: 2726.837158
	Iteration 29Q: 3 clusters Score -591604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -591607.750000 Penalty: 2726.837158
	Iteration 30Q: 3 clusters Score -591607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -591610.187500 Penalty: 2726.837158
	Iteration 31Q: 3 clusters Score -591610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -591614.312500 Penalty: 2726.837158
	Iteration 32Q: 3 clusters Score -591614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -591614.875000 Penalty: 2726.837158
	Iteration 33Q: 3 clusters Score -591614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -591614.875000 Penalty: 2726.837158
	Iteration 34F: 3 clusters Score -591614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Entering Unmasked Estep 
Score: -1927018.500000 Penalty: 1556.058960
	Iteration 0F: 2 clusters Score -1927018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1917097.875000 Penalty: 3112.117920
	Iteration 0F: 3 clusters Score -1917098 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1920631.375000 Penalty: 3112.117920
	Iteration 1F: 3 clusters Score -1920631 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1921001.125000 Penalty: 3112.117920
	Iteration 2F: 3 clusters Score -1921001 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1921339.625000 Penalty: 3112.117920
	Iteration 3F: 3 clusters Score -1921340 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1921690.375000 Penalty: 3112.117920
	Iteration 4F: 3 clusters Score -1921690 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1922060.500000 Penalty: 3112.117920
	Iteration 5F: 3 clusters Score -1922060 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1922542.625000 Penalty: 3112.117920
	Iteration 6F: 3 clusters Score -1922543 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1923108.750000 Penalty: 3112.117920
	Iteration 7F: 3 clusters Score -1923109 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1923687.625000 Penalty: 3112.117920
	Iteration 8F: 3 clusters Score -1923688 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1924251.000000 Penalty: 3112.117920
	Iteration 9Q: 3 clusters Score -1924251 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1924687.750000 Penalty: 3112.117920
	Iteration 10Q: 3 clusters Score -1924688 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1924886.125000 Penalty: 3112.117920
	Iteration 11Q: 3 clusters Score -1924886 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1924983.125000 Penalty: 3112.117920
	Iteration 12Q: 3 clusters Score -1924983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1925041.250000 Penalty: 3112.117920
	Iteration 13Q: 3 clusters Score -1925041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1925082.750000 Penalty: 3112.117920
	Iteration 14Q: 3 clusters Score -1925083 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1925112.500000 Penalty: 3112.117920
	Iteration 15Q: 3 clusters Score -1925112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1925139.750000 Penalty: 3112.117920
	Iteration 16Q: 3 clusters Score -1925140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1925165.250000 Penalty: 3112.117920
	Iteration 17Q: 3 clusters Score -1925165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1925185.500000 Penalty: 3112.117920
	Iteration 18Q: 3 clusters Score -1925186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1925206.125000 Penalty: 3112.117920
	Iteration 19Q: 3 clusters Score -1925206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1925218.125000 Penalty: 3112.117920
	Iteration 20F: 3 clusters Score -1925218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1925228.500000 Penalty: 3112.117920
	Iteration 21Q: 3 clusters Score -1925228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1925230.125000 Penalty: 3112.117920
	Iteration 22Q: 3 clusters Score -1925230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1925239.875000 Penalty: 3112.117920
	Iteration 23Q: 3 clusters Score -1925240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1925245.250000 Penalty: 3112.117920
	Iteration 24Q: 3 clusters Score -1925245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1925257.750000 Penalty: 3112.117920
	Iteration 25Q: 3 clusters Score -1925258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1925273.875000 Penalty: 3112.117920
	Iteration 26Q: 3 clusters Score -1925274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1925274.125000 Penalty: 3112.117920
	Iteration 27Q: 3 clusters Score -1925274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1925290.125000 Penalty: 3112.117920
	Iteration 28Q: 3 clusters Score -1925290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1925299.750000 Penalty: 3112.117920
	Iteration 29Q: 3 clusters Score -1925300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1925308.500000 Penalty: 3112.117920
	Iteration 30Q: 3 clusters Score -1925308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1925317.625000 Penalty: 3112.117920
	Iteration 31Q: 3 clusters Score -1925318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1925331.500000 Penalty: 3112.117920
	Iteration 32Q: 3 clusters Score -1925332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1925334.750000 Penalty: 3112.117920
	Iteration 33Q: 3 clusters Score -1925335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1925349.500000 Penalty: 3112.117920
	Iteration 34Q: 3 clusters Score -1925350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1925354.625000 Penalty: 3112.117920
	Iteration 35Q: 3 clusters Score -1925355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1925366.000000 Penalty: 3112.117920
	Iteration 36Q: 3 clusters Score -1925366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1925382.750000 Penalty: 3112.117920
	Iteration 37Q: 3 clusters Score -1925383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1925393.125000 Penalty: 3112.117920
	Iteration 38Q: 3 clusters Score -1925393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1925401.125000 Penalty: 3112.117920
	Iteration 39Q: 3 clusters Score -1925401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1925412.750000 Penalty: 3112.117920
	Iteration 40F: 3 clusters Score -1925413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1925430.000000 Penalty: 3112.117920
	Iteration 41Q: 3 clusters Score -1925430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1925436.875000 Penalty: 3112.117920
	Iteration 42Q: 3 clusters Score -1925437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1925443.625000 Penalty: 3112.117920
	Iteration 43Q: 3 clusters Score -1925444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1925449.125000 Penalty: 3112.117920
	Iteration 44Q: 3 clusters Score -1925449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1925457.125000 Penalty: 3112.117920
	Iteration 45Q: 3 clusters Score -1925457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1925462.125000 Penalty: 3112.117920
	Iteration 46Q: 3 clusters Score -1925462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1925471.125000 Penalty: 3112.117920
	Iteration 47Q: 3 clusters Score -1925471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1925478.375000 Penalty: 3112.117920
	Iteration 48Q: 3 clusters Score -1925478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1925485.125000 Penalty: 3112.117920
	Iteration 49Q: 3 clusters Score -1925485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1925491.375000 Penalty: 3112.117920
	Iteration 50Q: 3 clusters Score -1925491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1925494.250000 Penalty: 3112.117920
	Iteration 51Q: 3 clusters Score -1925494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1925499.125000 Penalty: 3112.117920
	Iteration 52Q: 3 clusters Score -1925499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1925503.375000 Penalty: 3112.117920
	Iteration 53Q: 3 clusters Score -1925503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1925506.625000 Penalty: 3112.117920
	Iteration 54Q: 3 clusters Score -1925507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1925510.000000 Penalty: 3112.117920
	Iteration 55Q: 3 clusters Score -1925510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1925512.375000 Penalty: 3112.117920
	Iteration 56Q: 3 clusters Score -1925512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1925519.375000 Penalty: 3112.117920
	Iteration 57Q: 3 clusters Score -1925519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1925525.875000 Penalty: 3112.117920
	Iteration 58Q: 3 clusters Score -1925526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1925530.750000 Penalty: 3112.117920
	Iteration 59Q: 3 clusters Score -1925531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1925533.625000 Penalty: 3112.117920
	Iteration 60F: 3 clusters Score -1925534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1925543.000000 Penalty: 3112.117920
	Iteration 61Q: 3 clusters Score -1925543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1925550.250000 Penalty: 3112.117920
	Iteration 62Q: 3 clusters Score -1925550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1925553.500000 Penalty: 3112.117920
	Iteration 63Q: 3 clusters Score -1925554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1925555.500000 Penalty: 3112.117920
	Iteration 64Q: 3 clusters Score -1925556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1925556.875000 Penalty: 3112.117920
	Iteration 65Q: 3 clusters Score -1925557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1925559.250000 Penalty: 3112.117920
	Iteration 66Q: 3 clusters Score -1925559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1925563.625000 Penalty: 3112.117920
	Iteration 67Q: 3 clusters Score -1925564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1925567.750000 Penalty: 3112.117920
	Iteration 68Q: 3 clusters Score -1925568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1925572.125000 Penalty: 3112.117920
	Iteration 69Q: 3 clusters Score -1925572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1925571.875000 Penalty: 3112.117920
	Iteration 70Q: 3 clusters Score -1925572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1925575.875000 Penalty: 3112.117920
	Iteration 71Q: 3 clusters Score -1925576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1925580.625000 Penalty: 3112.117920
	Iteration 72Q: 3 clusters Score -1925581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1925585.750000 Penalty: 3112.117920
	Iteration 73Q: 3 clusters Score -1925586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1925587.000000 Penalty: 3112.117920
	Iteration 74Q: 3 clusters Score -1925587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1925598.000000 Penalty: 3112.117920
	Iteration 75Q: 3 clusters Score -1925598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1925598.500000 Penalty: 3112.117920
	Iteration 76Q: 3 clusters Score -1925598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1925600.875000 Penalty: 3112.117920
	Iteration 77Q: 3 clusters Score -1925601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1925604.125000 Penalty: 3112.117920
	Iteration 78Q: 3 clusters Score -1925604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1925606.000000 Penalty: 3112.117920
	Iteration 79Q: 3 clusters Score -1925606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1925606.875000 Penalty: 3112.117920
	Iteration 80F: 3 clusters Score -1925607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1925615.500000 Penalty: 3112.117920
	Iteration 81Q: 3 clusters Score -1925616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1925614.750000 Penalty: 3112.117920
	Iteration 82Q: 3 clusters Score -1925615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1925620.750000 Penalty: 3112.117920
	Iteration 83Q: 3 clusters Score -1925621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1925624.875000 Penalty: 3112.117920
	Iteration 84Q: 3 clusters Score -1925625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1925627.000000 Penalty: 3112.117920
	Iteration 85Q: 3 clusters Score -1925627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1925627.000000 Penalty: 3112.117920
	Iteration 86Q: 3 clusters Score -1925627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1925627.125000 Penalty: 3112.117920
	Iteration 87Q: 3 clusters Score -1925627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1925627.250000 Penalty: 3112.117920
	Iteration 88Q: 3 clusters Score -1925627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1925626.875000 Penalty: 3112.117920
	Iteration 89Q: 3 clusters Score -1925627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1925626.125000 Penalty: 3112.117920
	Iteration 90Q: 3 clusters Score -1925626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1925627.500000 Penalty: 3112.117920
	Iteration 91Q: 3 clusters Score -1925628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1925628.375000 Penalty: 3112.117920
	Iteration 92Q: 3 clusters Score -1925628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1925628.375000 Penalty: 3112.117920
	Iteration 93F: 3 clusters Score -1925628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -76785.335938 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -76785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75649.164062 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -75649.16 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75852.140625 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -75852.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75908.625000 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -75908.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75929.968750 Penalty: 2109.485107
	Iteration 3Q: 3 clusters Score -75929.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75946.257812 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -75946.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75961.890625 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -75961.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75993.750000 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -75993.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76029.625000 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -76029.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76079.820312 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -76079.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76100.898438 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -76100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76111.960938 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -76111.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76126.656250 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -76126.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76137.062500 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -76137.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76148.914062 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -76148.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76166.523438 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -76166.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76185.281250 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -76185.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76211.039062 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -76211.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76253.023438 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -76253.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76290.984375 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -76290.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76314.984375 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -76314.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76335.414062 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -76335.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76382.703125 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -76382.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76504.164062 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -76504.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76582.429688 Penalty: 2109.485107
	Iteration 23Q: 3 clusters Score -76582.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76633.507812 Penalty: 2109.485107
	Iteration 24Q: 3 clusters Score -76633.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76647.429688 Penalty: 2109.485107
	Iteration 25Q: 3 clusters Score -76647.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76656.601562 Penalty: 2109.485107
	Iteration 26Q: 3 clusters Score -76656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76667.367188 Penalty: 2109.485107
	Iteration 27Q: 3 clusters Score -76667.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76668.289062 Penalty: 2109.485107
	Iteration 28Q: 3 clusters Score -76668.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76669.953125 Penalty: 2109.485107
	Iteration 29Q: 3 clusters Score -76669.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76670.539062 Penalty: 2109.485107
	Iteration 30Q: 3 clusters Score -76670.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76670.539062 Penalty: 2109.485107
	Iteration 31F: 3 clusters Score -76670.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -581774.812500 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -581774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -578114.312500 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -578114.3 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -579079.500000 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -579079.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -579276.562500 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -579276.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -579463.312500 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -579463.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -579616.812500 Penalty: 2728.162842
	Iteration 4Q: 3 clusters Score -579616.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -579758.875000 Penalty: 2728.162842
	Iteration 5Q: 3 clusters Score -579758.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -579888.812500 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -579888.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -579998.437500 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -579998.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -580105.062500 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -580105.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -580197.250000 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -580197.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -580282.625000 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -580282.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -580342.562500 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -580342.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -580392.500000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -580392.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -580444.437500 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -580444.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -580484.437500 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -580484.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -580506.937500 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -580506.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -580521.875000 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -580521.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -580537.437500 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -580537.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -580554.437500 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -580554.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -580567.562500 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -580567.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -580582.375000 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -580582.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -580599.687500 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -580599.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -580612.187500 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -580612.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -580625.312500 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -580625.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -580632.375000 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -580632.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -580639.250000 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -580639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -580646.375000 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -580646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -580655.437500 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -580655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -580664.750000 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -580664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -580674.812500 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -580674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -580686.250000 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -580686.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -580694.625000 Penalty: 2728.162842
	Iteration 31Q: 3 clusters Score -580694.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -580701.062500 Penalty: 2728.162842
	Iteration 32Q: 3 clusters Score -580701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -580705.625000 Penalty: 2728.162842
	Iteration 33Q: 3 clusters Score -580705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580713.625000 Penalty: 2728.162842
	Iteration 34Q: 3 clusters Score -580713.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -580719.187500 Penalty: 2728.162842
	Iteration 35Q: 3 clusters Score -580719.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -580728.125000 Penalty: 2728.162842
	Iteration 36Q: 3 clusters Score -580728.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -580739.312500 Penalty: 2728.162842
	Iteration 37Q: 3 clusters Score -580739.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -580745.875000 Penalty: 2728.162842
	Iteration 38Q: 3 clusters Score -580745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -580752.812500 Penalty: 2728.162842
	Iteration 39Q: 3 clusters Score -580752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -580761.875000 Penalty: 2728.162842
	Iteration 40F: 3 clusters Score -580761.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -580767.750000 Penalty: 2728.162842
	Iteration 41Q: 3 clusters Score -580767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -580771.000000 Penalty: 2728.162842
	Iteration 42Q: 3 clusters Score -580771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -580777.250000 Penalty: 2728.162842
	Iteration 43Q: 3 clusters Score -580777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -580783.437500 Penalty: 2728.162842
	Iteration 44Q: 3 clusters Score -580783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -580786.750000 Penalty: 2728.162842
	Iteration 45Q: 3 clusters Score -580786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -580789.562500 Penalty: 2728.162842
	Iteration 46Q: 3 clusters Score -580789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -580790.562500 Penalty: 2728.162842
	Iteration 47Q: 3 clusters Score -580790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -580792.812500 Penalty: 2728.162842
	Iteration 48Q: 3 clusters Score -580792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -580795.937500 Penalty: 2728.162842
	Iteration 49Q: 3 clusters Score -580795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -580797.687500 Penalty: 2728.162842
	Iteration 50Q: 3 clusters Score -580797.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -580800.312500 Penalty: 2728.162842
	Iteration 51Q: 3 clusters Score -580800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -580800.375000 Penalty: 2728.162842
	Iteration 52Q: 3 clusters Score -580800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -580800.937500 Penalty: 2728.162842
	Iteration 53Q: 3 clusters Score -580800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -580803.500000 Penalty: 2728.162842
	Iteration 54Q: 3 clusters Score -580803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -580803.937500 Penalty: 2728.162842
	Iteration 55Q: 3 clusters Score -580803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -580807.125000 Penalty: 2728.162842
	Iteration 56Q: 3 clusters Score -580807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -580809.000000 Penalty: 2728.162842
	Iteration 57Q: 3 clusters Score -580809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -580809.500000 Penalty: 2728.162842
	Iteration 58Q: 3 clusters Score -580809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -580809.562500 Penalty: 2728.162842
	Iteration 59Q: 3 clusters Score -580809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -580810.000000 Penalty: 2728.162842
	Iteration 60F: 3 clusters Score -580810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -580810.937500 Penalty: 2728.162842
	Iteration 61Q: 3 clusters Score -580810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -580811.062500 Penalty: 2728.162842
	Iteration 62Q: 3 clusters Score -580811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580812.062500 Penalty: 2728.162842
	Iteration 63Q: 3 clusters Score -580812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -580812.875000 Penalty: 2728.162842
	Iteration 64Q: 3 clusters Score -580812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -580813.187500 Penalty: 2728.162842
	Iteration 65Q: 3 clusters Score -580813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580813.750000 Penalty: 2728.162842
	Iteration 66Q: 3 clusters Score -580813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -580813.750000 Penalty: 2728.162842
	Iteration 67Q: 3 clusters Score -580813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -580813.312500 Penalty: 2728.162842
	Iteration 68Q: 3 clusters Score -580813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -580813.375000 Penalty: 2728.162842
	Iteration 69Q: 3 clusters Score -580813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -580815.000000 Penalty: 2728.162842
	Iteration 70Q: 3 clusters Score -580815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -580815.312500 Penalty: 2728.162842
	Iteration 71Q: 3 clusters Score -580815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580817.500000 Penalty: 2728.162842
	Iteration 72Q: 3 clusters Score -580817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -580819.187500 Penalty: 2728.162842
	Iteration 73Q: 3 clusters Score -580819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -580820.062500 Penalty: 2728.162842
	Iteration 74Q: 3 clusters Score -580820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -580820.687500 Penalty: 2728.162842
	Iteration 75Q: 3 clusters Score -580820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -580823.062500 Penalty: 2728.162842
	Iteration 76Q: 3 clusters Score -580823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -580821.000000 Penalty: 2728.162842
	Iteration 77Q: 3 clusters Score -580821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -580822.062500 Penalty: 2728.162842
	Iteration 78Q: 3 clusters Score -580822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -580822.187500 Penalty: 2728.162842
	Iteration 79Q: 3 clusters Score -580822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -580822.187500 Penalty: 2728.162842
	Iteration 80F: 3 clusters Score -580822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48669.578125 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48669.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47663.906250 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47663.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47792.464844 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47792.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47827.652344 Penalty: 1966.928955
	Iteration 2Q: 3 clusters Score -47827.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47858.101562 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -47858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47865.914062 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -47865.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47871.230469 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -47871.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47875.042969 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -47875.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47879.503906 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -47879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47880.714844 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -47880.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47880.714844 Penalty: 1966.928955
	Iteration 9F: 3 clusters Score -47880.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -210232.250000 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -210232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208517.921875 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -208517.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208992.968750 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -208993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209189.656250 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -209189.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -209338.875000 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -209338.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209536.062500 Penalty: 2353.909180
	Iteration 4F: 3 clusters Score -209536.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209639.312500 Penalty: 2353.909180
	Iteration 5F: 3 clusters Score -209639.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209688.062500 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -209688.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209739.109375 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -209739.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209781.828125 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -209781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209803.296875 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -209803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209815.328125 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -209815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -209826.328125 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -209826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209852.953125 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -209853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -209878.203125 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -209878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -209889.453125 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -209889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209899.390625 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -209899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -209920.968750 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -209921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -209940.796875 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -209940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209945.921875 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -209945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209950.578125 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -209950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209952.593750 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -209952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -209953.156250 Penalty: 2353.909180
	Iteration 21Q: 3 clusters Score -209953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209953.218750 Penalty: 2353.909180
	Iteration 22Q: 3 clusters Score -209953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209953.218750 Penalty: 2353.909180
	Iteration 23F: 3 clusters Score -209953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19327.292969 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19327.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19421.419922 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19421.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19458.808594 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -19458.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19477.167969 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19477.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19480.927734 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19480.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19480.927734 Penalty: 1757.330811
	Iteration 5F: 3 clusters Score -19480.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (40753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Entering Unmasked Estep 
Score: -5405080.500000 Penalty: 1724.983765
	Iteration 0F: 2 clusters Score -5405080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5377896.500000 Penalty: 3449.967529
	Iteration 0F: 3 clusters Score -5377896 nChanged 19010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5388303.500000 Penalty: 3449.967529
	Iteration 1F: 3 clusters Score -5388304 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5388946.500000 Penalty: 3449.967529
	Iteration 2Q: 3 clusters Score -5388946 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5389783.500000 Penalty: 3449.967529
	Iteration 3Q: 3 clusters Score -5389784 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5390965.500000 Penalty: 3449.967529
	Iteration 4F: 3 clusters Score -5390966 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -5392597.500000 Penalty: 3449.967529
	Iteration 5F: 3 clusters Score -5392598 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -5394594.500000 Penalty: 3449.967529
	Iteration 6F: 3 clusters Score -5394594 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -5396683.500000 Penalty: 3449.967529
	Iteration 7F: 3 clusters Score -5396684 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5398622.000000 Penalty: 3449.967529
	Iteration 8F: 3 clusters Score -5398622 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5400205.500000 Penalty: 3449.967529
	Iteration 9Q: 3 clusters Score -5400206 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5401505.000000 Penalty: 3449.967529
	Iteration 10Q: 3 clusters Score -5401505 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5402405.500000 Penalty: 3449.967529
	Iteration 11Q: 3 clusters Score -5402406 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5402917.500000 Penalty: 3449.967529
	Iteration 12Q: 3 clusters Score -5402918 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5403220.500000 Penalty: 3449.967529
	Iteration 13Q: 3 clusters Score -5403220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5403402.000000 Penalty: 3449.967529
	Iteration 14Q: 3 clusters Score -5403402 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5403473.000000 Penalty: 3449.967529
	Iteration 15Q: 3 clusters Score -5403473 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5403551.000000 Penalty: 3449.967529
	Iteration 16Q: 3 clusters Score -5403551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5403598.500000 Penalty: 3449.967529
	Iteration 17Q: 3 clusters Score -5403598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5403636.500000 Penalty: 3449.967529
	Iteration 18Q: 3 clusters Score -5403636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5403652.000000 Penalty: 3449.967529
	Iteration 19Q: 3 clusters Score -5403652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5403674.500000 Penalty: 3449.967529
	Iteration 20F: 3 clusters Score -5403674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5403686.500000 Penalty: 3449.967529
	Iteration 21Q: 3 clusters Score -5403686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5403710.000000 Penalty: 3449.967529
	Iteration 22Q: 3 clusters Score -5403710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5403727.500000 Penalty: 3449.967529
	Iteration 23Q: 3 clusters Score -5403728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5403747.500000 Penalty: 3449.967529
	Iteration 24Q: 3 clusters Score -5403748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5403764.500000 Penalty: 3449.967529
	Iteration 25Q: 3 clusters Score -5403764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5403770.500000 Penalty: 3449.967529
	Iteration 26Q: 3 clusters Score -5403770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5403776.000000 Penalty: 3449.967529
	Iteration 27Q: 3 clusters Score -5403776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5403777.500000 Penalty: 3449.967529
	Iteration 28Q: 3 clusters Score -5403778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5403786.500000 Penalty: 3449.967529
	Iteration 29Q: 3 clusters Score -5403786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5403787.000000 Penalty: 3449.967529
	Iteration 30Q: 3 clusters Score -5403787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5403787.500000 Penalty: 3449.967529
	Iteration 31Q: 3 clusters Score -5403788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5403782.500000 Penalty: 3449.967529
	Iteration 32Q: 3 clusters Score -5403782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5403792.500000 Penalty: 3449.967529
	Iteration 33Q: 3 clusters Score -5403792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5403794.000000 Penalty: 3449.967529
	Iteration 34Q: 3 clusters Score -5403794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5403790.500000 Penalty: 3449.967529
	Iteration 35Q: 3 clusters Score -5403790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5403794.000000 Penalty: 3449.967529
	Iteration 36Q: 3 clusters Score -5403794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5403797.500000 Penalty: 3449.967529
	Iteration 37Q: 3 clusters Score -5403798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5403803.000000 Penalty: 3449.967529
	Iteration 38Q: 3 clusters Score -5403803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5403797.500000 Penalty: 3449.967529
	Iteration 39Q: 3 clusters Score -5403798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5403804.000000 Penalty: 3449.967529
	Iteration 40F: 3 clusters Score -5403804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5403804.500000 Penalty: 3449.967529
	Iteration 41Q: 3 clusters Score -5403804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5403810.000000 Penalty: 3449.967529
	Iteration 42Q: 3 clusters Score -5403810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5403809.000000 Penalty: 3449.967529
	Iteration 43Q: 3 clusters Score -5403809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5403815.500000 Penalty: 3449.967529
	Iteration 44Q: 3 clusters Score -5403816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5403822.000000 Penalty: 3449.967529
	Iteration 45Q: 3 clusters Score -5403822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5403828.000000 Penalty: 3449.967529
	Iteration 46Q: 3 clusters Score -5403828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5403832.000000 Penalty: 3449.967529
	Iteration 47Q: 3 clusters Score -5403832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5403828.500000 Penalty: 3449.967529
	Iteration 48Q: 3 clusters Score -5403828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5403830.000000 Penalty: 3449.967529
	Iteration 49Q: 3 clusters Score -5403830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5403823.500000 Penalty: 3449.967529
	Iteration 50Q: 3 clusters Score -5403824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5403832.000000 Penalty: 3449.967529
	Iteration 51Q: 3 clusters Score -5403832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5403833.000000 Penalty: 3449.967529
	Iteration 52Q: 3 clusters Score -5403833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5403839.500000 Penalty: 3449.967529
	Iteration 53Q: 3 clusters Score -5403840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5403842.000000 Penalty: 3449.967529
	Iteration 54Q: 3 clusters Score -5403842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5403849.500000 Penalty: 3449.967529
	Iteration 55Q: 3 clusters Score -5403850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5403851.500000 Penalty: 3449.967529
	Iteration 56Q: 3 clusters Score -5403852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5403859.000000 Penalty: 3449.967529
	Iteration 57Q: 3 clusters Score -5403859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5403858.500000 Penalty: 3449.967529
	Iteration 58Q: 3 clusters Score -5403858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5403853.500000 Penalty: 3449.967529
	Iteration 59Q: 3 clusters Score -5403854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5403857.500000 Penalty: 3449.967529
	Iteration 60F: 3 clusters Score -5403858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5403859.500000 Penalty: 3449.967529
	Iteration 61Q: 3 clusters Score -5403860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5403860.000000 Penalty: 3449.967529
	Iteration 62Q: 3 clusters Score -5403860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5403860.000000 Penalty: 3449.967529
	Iteration 63F: 3 clusters Score -5403860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Entering Unmasked Estep 
Score: -6319938.000000 Penalty: 1749.532959
	Iteration 0F: 2 clusters Score -6319938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -6288613.500000 Penalty: 3499.065918
	Iteration 0F: 3 clusters Score -6288614 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -6301807.000000 Penalty: 3499.065918
	Iteration 1F: 3 clusters Score -6301807 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -6302502.500000 Penalty: 3499.065918
	Iteration 2Q: 3 clusters Score -6302502 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -6303404.500000 Penalty: 3499.065918
	Iteration 3Q: 3 clusters Score -6303404 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6304766.000000 Penalty: 3499.065918
	Iteration 4F: 3 clusters Score -6304766 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6306375.000000 Penalty: 3499.065918
	Iteration 5F: 3 clusters Score -6306375 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -6308422.500000 Penalty: 3499.065918
	Iteration 6F: 3 clusters Score -6308422 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6310330.500000 Penalty: 3499.065918
	Iteration 7F: 3 clusters Score -6310330 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6311535.000000 Penalty: 3499.065918
	Iteration 8F: 3 clusters Score -6311535 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6312123.500000 Penalty: 3499.065918
	Iteration 9Q: 3 clusters Score -6312124 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6312337.500000 Penalty: 3499.065918
	Iteration 10Q: 3 clusters Score -6312338 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6312469.000000 Penalty: 3499.065918
	Iteration 11Q: 3 clusters Score -6312469 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -6312567.000000 Penalty: 3499.065918
	Iteration 12Q: 3 clusters Score -6312567 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -6312665.000000 Penalty: 3499.065918
	Iteration 13Q: 3 clusters Score -6312665 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6312785.000000 Penalty: 3499.065918
	Iteration 14Q: 3 clusters Score -6312785 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -6312870.000000 Penalty: 3499.065918
	Iteration 15Q: 3 clusters Score -6312870 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6312984.000000 Penalty: 3499.065918
	Iteration 16Q: 3 clusters Score -6312984 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6313073.500000 Penalty: 3499.065918
	Iteration 17Q: 3 clusters Score -6313074 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6313128.500000 Penalty: 3499.065918
	Iteration 18Q: 3 clusters Score -6313128 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -6313242.000000 Penalty: 3499.065918
	Iteration 19Q: 3 clusters Score -6313242 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6313321.000000 Penalty: 3499.065918
	Iteration 20F: 3 clusters Score -6313321 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6313407.500000 Penalty: 3499.065918
	Iteration 21Q: 3 clusters Score -6313408 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6313435.500000 Penalty: 3499.065918
	Iteration 22Q: 3 clusters Score -6313436 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6313501.000000 Penalty: 3499.065918
	Iteration 23Q: 3 clusters Score -6313501 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -6313582.000000 Penalty: 3499.065918
	Iteration 24Q: 3 clusters Score -6313582 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -6313642.000000 Penalty: 3499.065918
	Iteration 25Q: 3 clusters Score -6313642 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -6313696.500000 Penalty: 3499.065918
	Iteration 26Q: 3 clusters Score -6313696 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -6313714.000000 Penalty: 3499.065918
	Iteration 27Q: 3 clusters Score -6313714 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -6313753.000000 Penalty: 3499.065918
	Iteration 28Q: 3 clusters Score -6313753 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6313798.500000 Penalty: 3499.065918
	Iteration 29Q: 3 clusters Score -6313798 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6313861.000000 Penalty: 3499.065918
	Iteration 30Q: 3 clusters Score -6313861 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -6313924.000000 Penalty: 3499.065918
	Iteration 31Q: 3 clusters Score -6313924 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -6313987.500000 Penalty: 3499.065918
	Iteration 32Q: 3 clusters Score -6313988 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6314056.500000 Penalty: 3499.065918
	Iteration 33Q: 3 clusters Score -6314056 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -6314071.000000 Penalty: 3499.065918
	Iteration 34Q: 3 clusters Score -6314071 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6314086.000000 Penalty: 3499.065918
	Iteration 35Q: 3 clusters Score -6314086 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6314158.500000 Penalty: 3499.065918
	Iteration 36Q: 3 clusters Score -6314158 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6314225.500000 Penalty: 3499.065918
	Iteration 37Q: 3 clusters Score -6314226 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6314334.000000 Penalty: 3499.065918
	Iteration 38Q: 3 clusters Score -6314334 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6314391.500000 Penalty: 3499.065918
	Iteration 39Q: 3 clusters Score -6314392 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6314428.000000 Penalty: 3499.065918
	Iteration 40F: 3 clusters Score -6314428 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -6314495.500000 Penalty: 3499.065918
	Iteration 41Q: 3 clusters Score -6314496 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -6314555.500000 Penalty: 3499.065918
	Iteration 42Q: 3 clusters Score -6314556 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6314575.000000 Penalty: 3499.065918
	Iteration 43Q: 3 clusters Score -6314575 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -6314630.500000 Penalty: 3499.065918
	Iteration 44Q: 3 clusters Score -6314630 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6314650.000000 Penalty: 3499.065918
	Iteration 45Q: 3 clusters Score -6314650 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6314672.000000 Penalty: 3499.065918
	Iteration 46Q: 3 clusters Score -6314672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -6314669.500000 Penalty: 3499.065918
	Iteration 47Q: 3 clusters Score -6314670 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6314705.000000 Penalty: 3499.065918
	Iteration 48Q: 3 clusters Score -6314705 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6314715.500000 Penalty: 3499.065918
	Iteration 49Q: 3 clusters Score -6314716 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6314720.500000 Penalty: 3499.065918
	Iteration 50Q: 3 clusters Score -6314720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -6314746.500000 Penalty: 3499.065918
	Iteration 51Q: 3 clusters Score -6314746 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -6314772.000000 Penalty: 3499.065918
	Iteration 52Q: 3 clusters Score -6314772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6314795.000000 Penalty: 3499.065918
	Iteration 53Q: 3 clusters Score -6314795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -6314842.000000 Penalty: 3499.065918
	Iteration 54Q: 3 clusters Score -6314842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6314849.000000 Penalty: 3499.065918
	Iteration 55Q: 3 clusters Score -6314849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6314844.500000 Penalty: 3499.065918
	Iteration 56Q: 3 clusters Score -6314844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6314840.000000 Penalty: 3499.065918
	Iteration 57Q: 3 clusters Score -6314840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6314858.500000 Penalty: 3499.065918
	Iteration 58Q: 3 clusters Score -6314858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6314852.000000 Penalty: 3499.065918
	Iteration 59Q: 3 clusters Score -6314852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6314849.000000 Penalty: 3499.065918
	Iteration 60F: 3 clusters Score -6314849 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6314855.000000 Penalty: 3499.065918
	Iteration 61Q: 3 clusters Score -6314855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6314862.000000 Penalty: 3499.065918
	Iteration 62Q: 3 clusters Score -6314862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6314878.000000 Penalty: 3499.065918
	Iteration 63Q: 3 clusters Score -6314878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6314907.000000 Penalty: 3499.065918
	Iteration 64Q: 3 clusters Score -6314907 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6314923.500000 Penalty: 3499.065918
	Iteration 65Q: 3 clusters Score -6314924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6314922.500000 Penalty: 3499.065918
	Iteration 66Q: 3 clusters Score -6314922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -6314905.500000 Penalty: 3499.065918
	Iteration 67Q: 3 clusters Score -6314906 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -6314912.500000 Penalty: 3499.065918
	Iteration 68Q: 3 clusters Score -6314912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6314915.000000 Penalty: 3499.065918
	Iteration 69Q: 3 clusters Score -6314915 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -6314938.000000 Penalty: 3499.065918
	Iteration 70Q: 3 clusters Score -6314938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -6314942.000000 Penalty: 3499.065918
	Iteration 71Q: 3 clusters Score -6314942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -6314933.500000 Penalty: 3499.065918
	Iteration 72Q: 3 clusters Score -6314934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -6314916.500000 Penalty: 3499.065918
	Iteration 73Q: 3 clusters Score -6314916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -6314939.500000 Penalty: 3499.065918
	Iteration 74Q: 3 clusters Score -6314940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6314940.000000 Penalty: 3499.065918
	Iteration 75Q: 3 clusters Score -6314940 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -6314942.500000 Penalty: 3499.065918
	Iteration 76Q: 3 clusters Score -6314942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -6314961.000000 Penalty: 3499.065918
	Iteration 77Q: 3 clusters Score -6314961 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6314987.000000 Penalty: 3499.065918
	Iteration 78Q: 3 clusters Score -6314987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6315038.500000 Penalty: 3499.065918
	Iteration 79Q: 3 clusters Score -6315038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6315067.500000 Penalty: 3499.065918
	Iteration 80F: 3 clusters Score -6315068 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6315105.500000 Penalty: 3499.065918
	Iteration 81Q: 3 clusters Score -6315106 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6315102.000000 Penalty: 3499.065918
	Iteration 82Q: 3 clusters Score -6315102 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -6315133.000000 Penalty: 3499.065918
	Iteration 83Q: 3 clusters Score -6315133 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -6315135.500000 Penalty: 3499.065918
	Iteration 84Q: 3 clusters Score -6315136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -6315144.500000 Penalty: 3499.065918
	Iteration 85Q: 3 clusters Score -6315144 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6315155.500000 Penalty: 3499.065918
	Iteration 86Q: 3 clusters Score -6315156 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -6315199.000000 Penalty: 3499.065918
	Iteration 87Q: 3 clusters Score -6315199 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -6315233.000000 Penalty: 3499.065918
	Iteration 88Q: 3 clusters Score -6315233 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -6315267.500000 Penalty: 3499.065918
	Iteration 89Q: 3 clusters Score -6315268 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6315297.000000 Penalty: 3499.065918
	Iteration 90Q: 3 clusters Score -6315297 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6315307.000000 Penalty: 3499.065918
	Iteration 91Q: 3 clusters Score -6315307 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -6315390.500000 Penalty: 3499.065918
	Iteration 92Q: 3 clusters Score -6315390 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -6315433.500000 Penalty: 3499.065918
	Iteration 93Q: 3 clusters Score -6315434 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6315480.000000 Penalty: 3499.065918
	Iteration 94Q: 3 clusters Score -6315480 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6315556.000000 Penalty: 3499.065918
	Iteration 95Q: 3 clusters Score -6315556 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6315620.500000 Penalty: 3499.065918
	Iteration 96Q: 3 clusters Score -6315620 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -6315735.000000 Penalty: 3499.065918
	Iteration 97Q: 3 clusters Score -6315735 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -6315843.000000 Penalty: 3499.065918
	Iteration 98Q: 3 clusters Score -6315843 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -6315919.500000 Penalty: 3499.065918
	Iteration 99Q: 3 clusters Score -6315920 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -6316045.500000 Penalty: 3499.065918
	Iteration 100F: 3 clusters Score -6316046 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6316172.000000 Penalty: 3499.065918
	Iteration 101Q: 3 clusters Score -6316172 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -6316374.500000 Penalty: 3499.065918
	Iteration 102Q: 3 clusters Score -6316374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -6316579.000000 Penalty: 3499.065918
	Iteration 103Q: 3 clusters Score -6316579 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6316759.000000 Penalty: 3499.065918
	Iteration 104Q: 3 clusters Score -6316759 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6316890.500000 Penalty: 3499.065918
	Iteration 105Q: 3 clusters Score -6316890 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -6317022.500000 Penalty: 3499.065918
	Iteration 106Q: 3 clusters Score -6317022 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -6317158.000000 Penalty: 3499.065918
	Iteration 107Q: 3 clusters Score -6317158 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6317293.000000 Penalty: 3499.065918
	Iteration 108Q: 3 clusters Score -6317293 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6317422.500000 Penalty: 3499.065918
	Iteration 109Q: 3 clusters Score -6317422 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -6317548.000000 Penalty: 3499.065918
	Iteration 110Q: 3 clusters Score -6317548 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6317693.500000 Penalty: 3499.065918
	Iteration 111Q: 3 clusters Score -6317694 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6317798.500000 Penalty: 3499.065918
	Iteration 112Q: 3 clusters Score -6317798 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -6317935.500000 Penalty: 3499.065918
	Iteration 113Q: 3 clusters Score -6317936 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6318021.500000 Penalty: 3499.065918
	Iteration 114Q: 3 clusters Score -6318022 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6318114.500000 Penalty: 3499.065918
	Iteration 115Q: 3 clusters Score -6318114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -6318176.000000 Penalty: 3499.065918
	Iteration 116Q: 3 clusters Score -6318176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6318258.000000 Penalty: 3499.065918
	Iteration 117Q: 3 clusters Score -6318258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -6318302.000000 Penalty: 3499.065918
	Iteration 118Q: 3 clusters Score -6318302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6318338.500000 Penalty: 3499.065918
	Iteration 119Q: 3 clusters Score -6318338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6318362.000000 Penalty: 3499.065918
	Iteration 120F: 3 clusters Score -6318362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6318385.000000 Penalty: 3499.065918
	Iteration 121Q: 3 clusters Score -6318385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6318403.000000 Penalty: 3499.065918
	Iteration 122Q: 3 clusters Score -6318403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6318423.500000 Penalty: 3499.065918
	Iteration 123Q: 3 clusters Score -6318424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -6318436.500000 Penalty: 3499.065918
	Iteration 124Q: 3 clusters Score -6318436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -6318446.500000 Penalty: 3499.065918
	Iteration 125Q: 3 clusters Score -6318446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6318453.500000 Penalty: 3499.065918
	Iteration 126Q: 3 clusters Score -6318454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6318462.500000 Penalty: 3499.065918
	Iteration 127Q: 3 clusters Score -6318462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6318470.000000 Penalty: 3499.065918
	Iteration 128Q: 3 clusters Score -6318470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6318474.000000 Penalty: 3499.065918
	Iteration 129Q: 3 clusters Score -6318474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -6318491.500000 Penalty: 3499.065918
	Iteration 130Q: 3 clusters Score -6318492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -6318487.500000 Penalty: 3499.065918
	Iteration 131Q: 3 clusters Score -6318488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6318488.000000 Penalty: 3499.065918
	Iteration 132Q: 3 clusters Score -6318488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6318497.500000 Penalty: 3499.065918
	Iteration 133Q: 3 clusters Score -6318498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6318500.500000 Penalty: 3499.065918
	Iteration 134Q: 3 clusters Score -6318500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6318499.500000 Penalty: 3499.065918
	Iteration 135Q: 3 clusters Score -6318500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6318506.500000 Penalty: 3499.065918
	Iteration 136Q: 3 clusters Score -6318506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6318510.000000 Penalty: 3499.065918
	Iteration 137Q: 3 clusters Score -6318510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6318526.500000 Penalty: 3499.065918
	Iteration 138Q: 3 clusters Score -6318526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6318532.000000 Penalty: 3499.065918
	Iteration 139Q: 3 clusters Score -6318532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6318526.000000 Penalty: 3499.065918
	Iteration 140F: 3 clusters Score -6318526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6318527.500000 Penalty: 3499.065918
	Iteration 141Q: 3 clusters Score -6318528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6318528.000000 Penalty: 3499.065918
	Iteration 142Q: 3 clusters Score -6318528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -6318534.500000 Penalty: 3499.065918
	Iteration 143Q: 3 clusters Score -6318534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6318532.500000 Penalty: 3499.065918
	Iteration 144Q: 3 clusters Score -6318532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6318532.500000 Penalty: 3499.065918
	Iteration 145F: 3 clusters Score -6318532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Entering Unmasked Estep 
Score: -8044686.000000 Penalty: 1788.810547
	Iteration 0F: 2 clusters Score -8044686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -8005166.500000 Penalty: 3577.621094
	Iteration 0F: 3 clusters Score -8005166 nChanged 28491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -8021078.500000 Penalty: 3577.621094
	Iteration 1F: 3 clusters Score -8021078 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8021583.500000 Penalty: 3577.621094
	Iteration 2Q: 3 clusters Score -8021584 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8022033.500000 Penalty: 3577.621094
	Iteration 3Q: 3 clusters Score -8022034 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -8022599.500000 Penalty: 3577.621094
	Iteration 4Q: 3 clusters Score -8022600 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8023437.000000 Penalty: 3577.621094
	Iteration 5Q: 3 clusters Score -8023437 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -8024893.000000 Penalty: 3577.621094
	Iteration 6Q: 3 clusters Score -8024893 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8027183.500000 Penalty: 3577.621094
	Iteration 7F: 3 clusters Score -8027184 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8030357.500000 Penalty: 3577.621094
	Iteration 8F: 3 clusters Score -8030358 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8033902.500000 Penalty: 3577.621094
	Iteration 9F: 3 clusters Score -8033902 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8036985.500000 Penalty: 3577.621094
	Iteration 10F: 3 clusters Score -8036986 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8039112.000000 Penalty: 3577.621094
	Iteration 11F: 3 clusters Score -8039112 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -8040448.000000 Penalty: 3577.621094
	Iteration 12Q: 3 clusters Score -8040448 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8041203.500000 Penalty: 3577.621094
	Iteration 13Q: 3 clusters Score -8041204 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8041640.000000 Penalty: 3577.621094
	Iteration 14Q: 3 clusters Score -8041640 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8041976.500000 Penalty: 3577.621094
	Iteration 15Q: 3 clusters Score -8041976 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8042278.000000 Penalty: 3577.621094
	Iteration 16Q: 3 clusters Score -8042278 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -8042492.500000 Penalty: 3577.621094
	Iteration 17Q: 3 clusters Score -8042492 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8042687.000000 Penalty: 3577.621094
	Iteration 18Q: 3 clusters Score -8042687 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8042751.000000 Penalty: 3577.621094
	Iteration 19Q: 3 clusters Score -8042751 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -8042831.500000 Penalty: 3577.621094
	Iteration 20F: 3 clusters Score -8042832 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8042871.000000 Penalty: 3577.621094
	Iteration 21Q: 3 clusters Score -8042871 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8042894.000000 Penalty: 3577.621094
	Iteration 22Q: 3 clusters Score -8042894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -8042901.500000 Penalty: 3577.621094
	Iteration 23Q: 3 clusters Score -8042902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8042890.500000 Penalty: 3577.621094
	Iteration 24Q: 3 clusters Score -8042890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -8042907.000000 Penalty: 3577.621094
	Iteration 25Q: 3 clusters Score -8042907 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8042910.000000 Penalty: 3577.621094
	Iteration 26Q: 3 clusters Score -8042910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8042901.500000 Penalty: 3577.621094
	Iteration 27Q: 3 clusters Score -8042902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8042914.000000 Penalty: 3577.621094
	Iteration 28Q: 3 clusters Score -8042914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -8042911.000000 Penalty: 3577.621094
	Iteration 29Q: 3 clusters Score -8042911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8042909.000000 Penalty: 3577.621094
	Iteration 30Q: 3 clusters Score -8042909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8042907.500000 Penalty: 3577.621094
	Iteration 31Q: 3 clusters Score -8042908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8042898.500000 Penalty: 3577.621094
	Iteration 32Q: 3 clusters Score -8042898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8042907.000000 Penalty: 3577.621094
	Iteration 33Q: 3 clusters Score -8042907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8042921.000000 Penalty: 3577.621094
	Iteration 34Q: 3 clusters Score -8042921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -8042913.000000 Penalty: 3577.621094
	Iteration 35Q: 3 clusters Score -8042913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8042917.500000 Penalty: 3577.621094
	Iteration 36Q: 3 clusters Score -8042918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8042909.000000 Penalty: 3577.621094
	Iteration 37Q: 3 clusters Score -8042909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8042918.500000 Penalty: 3577.621094
	Iteration 38Q: 3 clusters Score -8042918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8042919.500000 Penalty: 3577.621094
	Iteration 39Q: 3 clusters Score -8042920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -8042925.500000 Penalty: 3577.621094
	Iteration 40F: 3 clusters Score -8042926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8042919.000000 Penalty: 3577.621094
	Iteration 41Q: 3 clusters Score -8042919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -8042916.500000 Penalty: 3577.621094
	Iteration 42Q: 3 clusters Score -8042916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8042920.000000 Penalty: 3577.621094
	Iteration 43Q: 3 clusters Score -8042920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8042908.500000 Penalty: 3577.621094
	Iteration 44Q: 3 clusters Score -8042908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8042916.000000 Penalty: 3577.621094
	Iteration 45Q: 3 clusters Score -8042916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8042916.500000 Penalty: 3577.621094
	Iteration 46Q: 3 clusters Score -8042916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8042922.000000 Penalty: 3577.621094
	Iteration 47Q: 3 clusters Score -8042922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8042918.000000 Penalty: 3577.621094
	Iteration 48Q: 3 clusters Score -8042918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -8042919.000000 Penalty: 3577.621094
	Iteration 49Q: 3 clusters Score -8042919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8042920.500000 Penalty: 3577.621094
	Iteration 50Q: 3 clusters Score -8042920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -8042922.500000 Penalty: 3577.621094
	Iteration 51Q: 3 clusters Score -8042922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8042931.500000 Penalty: 3577.621094
	Iteration 52Q: 3 clusters Score -8042932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8042928.000000 Penalty: 3577.621094
	Iteration 53Q: 3 clusters Score -8042928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -8042924.000000 Penalty: 3577.621094
	Iteration 54Q: 3 clusters Score -8042924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8042918.000000 Penalty: 3577.621094
	Iteration 55Q: 3 clusters Score -8042918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8042918.000000 Penalty: 3577.621094
	Iteration 56Q: 3 clusters Score -8042918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8042919.500000 Penalty: 3577.621094
	Iteration 57Q: 3 clusters Score -8042920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8042924.000000 Penalty: 3577.621094
	Iteration 58Q: 3 clusters Score -8042924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8042923.500000 Penalty: 3577.621094
	Iteration 59Q: 3 clusters Score -8042924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8042923.500000 Penalty: 3577.621094
	Iteration 60F: 3 clusters Score -8042924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -105088.109375 Penalty: 1058.158691
	Iteration 0F: 2 clusters Score -105088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103903.687500 Penalty: 2116.317383
	Iteration 0F: 3 clusters Score -103903.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104095.921875 Penalty: 2116.317383
	Iteration 1F: 3 clusters Score -104095.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104159.203125 Penalty: 2116.317383
	Iteration 2F: 3 clusters Score -104159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104179.945312 Penalty: 2116.317383
	Iteration 3Q: 3 clusters Score -104179.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104207.242188 Penalty: 2116.317383
	Iteration 4Q: 3 clusters Score -104207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104222.304688 Penalty: 2116.317383
	Iteration 5Q: 3 clusters Score -104222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104228.070312 Penalty: 2116.317383
	Iteration 6Q: 3 clusters Score -104228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104234.429688 Penalty: 2116.317383
	Iteration 7Q: 3 clusters Score -104234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104239.851562 Penalty: 2116.317383
	Iteration 8Q: 3 clusters Score -104239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104239.851562 Penalty: 2116.317383
	Iteration 9F: 3 clusters Score -104239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7901.460938 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7901.461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8010.506348 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8010.506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8065.232910 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -8065.233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8083.675293 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8083.675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8100.161621 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8100.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8105.535156 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8105.535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8106.663086 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -8106.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8106.663086 Penalty: 1733.133667
	Iteration 7F: 3 clusters Score -8106.663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -98063.101562 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -98063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96837.507812 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -96837.51 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97180.195312 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -97180.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97376.890625 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -97376.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97544.296875 Penalty: 2171.277832
	Iteration 3F: 3 clusters Score -97544.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97643.367188 Penalty: 2171.277832
	Iteration 4F: 3 clusters Score -97643.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -97687.546875 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -97687.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -97711.085938 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -97711.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -97723.773438 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -97723.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97729.289062 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -97729.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97730.328125 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -97730.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97730.328125 Penalty: 2171.277832
	Iteration 10F: 3 clusters Score -97730.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Entering Unmasked Estep 
Score: -2123525.000000 Penalty: 1576.363403
	Iteration 0F: 2 clusters Score -2123525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2112241.500000 Penalty: 3152.726807
	Iteration 0F: 3 clusters Score -2112242 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2116205.500000 Penalty: 3152.726807
	Iteration 1F: 3 clusters Score -2116206 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2116616.000000 Penalty: 3152.726807
	Iteration 2F: 3 clusters Score -2116616 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2117012.750000 Penalty: 3152.726807
	Iteration 3F: 3 clusters Score -2117013 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2117400.500000 Penalty: 3152.726807
	Iteration 4Q: 3 clusters Score -2117400 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2117814.500000 Penalty: 3152.726807
	Iteration 5Q: 3 clusters Score -2117814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2118227.250000 Penalty: 3152.726807
	Iteration 6Q: 3 clusters Score -2118227 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2118663.000000 Penalty: 3152.726807
	Iteration 7Q: 3 clusters Score -2118663 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2119090.500000 Penalty: 3152.726807
	Iteration 8Q: 3 clusters Score -2119090 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2119455.250000 Penalty: 3152.726807
	Iteration 9Q: 3 clusters Score -2119455 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2119813.250000 Penalty: 3152.726807
	Iteration 10Q: 3 clusters Score -2119813 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2120146.250000 Penalty: 3152.726807
	Iteration 11Q: 3 clusters Score -2120146 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2120386.000000 Penalty: 3152.726807
	Iteration 12Q: 3 clusters Score -2120386 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2120550.750000 Penalty: 3152.726807
	Iteration 13Q: 3 clusters Score -2120551 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2120679.250000 Penalty: 3152.726807
	Iteration 14Q: 3 clusters Score -2120679 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2120781.500000 Penalty: 3152.726807
	Iteration 15Q: 3 clusters Score -2120782 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2120881.000000 Penalty: 3152.726807
	Iteration 16Q: 3 clusters Score -2120881 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2120986.250000 Penalty: 3152.726807
	Iteration 17Q: 3 clusters Score -2120986 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2121102.500000 Penalty: 3152.726807
	Iteration 18Q: 3 clusters Score -2121102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2121204.250000 Penalty: 3152.726807
	Iteration 19Q: 3 clusters Score -2121204 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2121286.000000 Penalty: 3152.726807
	Iteration 20F: 3 clusters Score -2121286 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2121361.500000 Penalty: 3152.726807
	Iteration 21Q: 3 clusters Score -2121362 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2121445.250000 Penalty: 3152.726807
	Iteration 22Q: 3 clusters Score -2121445 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2121537.000000 Penalty: 3152.726807
	Iteration 23Q: 3 clusters Score -2121537 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2121596.250000 Penalty: 3152.726807
	Iteration 24Q: 3 clusters Score -2121596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2121646.000000 Penalty: 3152.726807
	Iteration 25Q: 3 clusters Score -2121646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2121695.500000 Penalty: 3152.726807
	Iteration 26Q: 3 clusters Score -2121696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2121743.000000 Penalty: 3152.726807
	Iteration 27Q: 3 clusters Score -2121743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2121786.250000 Penalty: 3152.726807
	Iteration 28Q: 3 clusters Score -2121786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2121823.500000 Penalty: 3152.726807
	Iteration 29Q: 3 clusters Score -2121824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2121864.500000 Penalty: 3152.726807
	Iteration 30Q: 3 clusters Score -2121864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2121900.500000 Penalty: 3152.726807
	Iteration 31Q: 3 clusters Score -2121900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2121933.500000 Penalty: 3152.726807
	Iteration 32Q: 3 clusters Score -2121934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2121978.000000 Penalty: 3152.726807
	Iteration 33Q: 3 clusters Score -2121978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2122039.750000 Penalty: 3152.726807
	Iteration 34Q: 3 clusters Score -2122040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2122077.750000 Penalty: 3152.726807
	Iteration 35Q: 3 clusters Score -2122078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2122116.250000 Penalty: 3152.726807
	Iteration 36Q: 3 clusters Score -2122116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2122158.750000 Penalty: 3152.726807
	Iteration 37Q: 3 clusters Score -2122159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2122201.250000 Penalty: 3152.726807
	Iteration 38Q: 3 clusters Score -2122201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2122240.500000 Penalty: 3152.726807
	Iteration 39Q: 3 clusters Score -2122240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2122263.750000 Penalty: 3152.726807
	Iteration 40F: 3 clusters Score -2122264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2122286.000000 Penalty: 3152.726807
	Iteration 41Q: 3 clusters Score -2122286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2122296.250000 Penalty: 3152.726807
	Iteration 42Q: 3 clusters Score -2122296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2122306.500000 Penalty: 3152.726807
	Iteration 43Q: 3 clusters Score -2122306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2122310.500000 Penalty: 3152.726807
	Iteration 44Q: 3 clusters Score -2122310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2122322.750000 Penalty: 3152.726807
	Iteration 45Q: 3 clusters Score -2122323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2122326.500000 Penalty: 3152.726807
	Iteration 46Q: 3 clusters Score -2122326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2122330.000000 Penalty: 3152.726807
	Iteration 47Q: 3 clusters Score -2122330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2122334.750000 Penalty: 3152.726807
	Iteration 48Q: 3 clusters Score -2122335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2122332.000000 Penalty: 3152.726807
	Iteration 49Q: 3 clusters Score -2122332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2122341.500000 Penalty: 3152.726807
	Iteration 50Q: 3 clusters Score -2122342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2122341.750000 Penalty: 3152.726807
	Iteration 51Q: 3 clusters Score -2122342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2122341.250000 Penalty: 3152.726807
	Iteration 52Q: 3 clusters Score -2122341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2122343.000000 Penalty: 3152.726807
	Iteration 53Q: 3 clusters Score -2122343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2122340.750000 Penalty: 3152.726807
	Iteration 54Q: 3 clusters Score -2122341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2122344.750000 Penalty: 3152.726807
	Iteration 55Q: 3 clusters Score -2122345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2122342.750000 Penalty: 3152.726807
	Iteration 56Q: 3 clusters Score -2122343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2122345.750000 Penalty: 3152.726807
	Iteration 57Q: 3 clusters Score -2122346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2122346.500000 Penalty: 3152.726807
	Iteration 58Q: 3 clusters Score -2122346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2122347.000000 Penalty: 3152.726807
	Iteration 59Q: 3 clusters Score -2122347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2122347.000000 Penalty: 3152.726807
	Iteration 60F: 3 clusters Score -2122347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17064.902344 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17064.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17248.425781 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17248.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17292.908203 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17292.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17315.460938 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -17315.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17378.941406 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -17378.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17409.607422 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17409.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17416.611328 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -17416.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17417.310547 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -17417.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17452.957031 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -17452.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17471.027344 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -17471.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17477.587891 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -17477.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17477.587891 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -17477.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32990.070312 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -32990.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33212.859375 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33212.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33368.640625 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33368.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33430.464844 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -33430.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33503.480469 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33503.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33590.140625 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33590.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33619.871094 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33619.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33632.519531 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33632.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33647.910156 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33647.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33651.558594 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33651.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33652.082031 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -33652.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33652.082031 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -33652.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -52041.210938 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -52041.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51022.554688 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -51022.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51164.515625 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -51164.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51200.679688 Penalty: 1963.855713
	Iteration 2Q: 3 clusters Score -51200.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51210.558594 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -51210.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51215.175781 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -51215.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51217.152344 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -51217.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51217.152344 Penalty: 1963.855713
	Iteration 6F: 3 clusters Score -51217.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101329.390625 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101329.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101653.656250 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101653.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101828.031250 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101925.054688 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101925.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101988.570312 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102015.140625 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -102015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102021.210938 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -102021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102025.234375 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -102025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -102029.210938 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -102029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -102031.343750 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -102031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -102033.976562 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -102034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -102037.484375 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -102037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102042.960938 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -102043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -102048.882812 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -102048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102054.054688 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -102054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102054.757812 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -102054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102054.757812 Penalty: 2150.221191
	Iteration 16F: 3 clusters Score -102054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Entering Unmasked Estep 
Score: -1281840.500000 Penalty: 1490.384888
	Iteration 0F: 2 clusters Score -1281840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1274873.500000 Penalty: 2980.769775
	Iteration 0F: 3 clusters Score -1274874 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1277022.375000 Penalty: 2980.769775
	Iteration 1F: 3 clusters Score -1277022 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1277230.375000 Penalty: 2980.769775
	Iteration 2F: 3 clusters Score -1277230 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1277418.375000 Penalty: 2980.769775
	Iteration 3Q: 3 clusters Score -1277418 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1277619.625000 Penalty: 2980.769775
	Iteration 4Q: 3 clusters Score -1277620 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1277844.625000 Penalty: 2980.769775
	Iteration 5Q: 3 clusters Score -1277845 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1278103.250000 Penalty: 2980.769775
	Iteration 6Q: 3 clusters Score -1278103 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1278391.500000 Penalty: 2980.769775
	Iteration 7F: 3 clusters Score -1278392 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1278724.500000 Penalty: 2980.769775
	Iteration 8F: 3 clusters Score -1278724 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1279110.875000 Penalty: 2980.769775
	Iteration 9F: 3 clusters Score -1279111 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1279440.875000 Penalty: 2980.769775
	Iteration 10Q: 3 clusters Score -1279441 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1279743.250000 Penalty: 2980.769775
	Iteration 11Q: 3 clusters Score -1279743 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1279985.000000 Penalty: 2980.769775
	Iteration 12Q: 3 clusters Score -1279985 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1280157.125000 Penalty: 2980.769775
	Iteration 13Q: 3 clusters Score -1280157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1280290.250000 Penalty: 2980.769775
	Iteration 14Q: 3 clusters Score -1280290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1280397.625000 Penalty: 2980.769775
	Iteration 15Q: 3 clusters Score -1280398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1280450.250000 Penalty: 2980.769775
	Iteration 16Q: 3 clusters Score -1280450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1280497.125000 Penalty: 2980.769775
	Iteration 17Q: 3 clusters Score -1280497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1280508.375000 Penalty: 2980.769775
	Iteration 18Q: 3 clusters Score -1280508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1280517.875000 Penalty: 2980.769775
	Iteration 19Q: 3 clusters Score -1280518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1280523.375000 Penalty: 2980.769775
	Iteration 20F: 3 clusters Score -1280523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1280528.000000 Penalty: 2980.769775
	Iteration 21Q: 3 clusters Score -1280528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1280536.000000 Penalty: 2980.769775
	Iteration 22Q: 3 clusters Score -1280536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1280536.000000 Penalty: 2980.769775
	Iteration 23F: 3 clusters Score -1280536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (89211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Entering Unmasked Estep 
Score: -11895276.000000 Penalty: 1852.298462
	Iteration 0F: 2 clusters Score -1.189528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -11845090.000000 Penalty: 3704.596924
	Iteration 0F: 3 clusters Score -1.184509e+07 nChanged 42512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -11869698.000000 Penalty: 3704.596924
	Iteration 1F: 3 clusters Score -1.18697e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -11870763.000000 Penalty: 3704.596924
	Iteration 2Q: 3 clusters Score -1.187076e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -11872274.000000 Penalty: 3704.596924
	Iteration 3Q: 3 clusters Score -1.187227e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -11874927.000000 Penalty: 3704.596924
	Iteration 4F: 3 clusters Score -1.187493e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -11879210.000000 Penalty: 3704.596924
	Iteration 5F: 3 clusters Score -1.187921e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -11883744.000000 Penalty: 3704.596924
	Iteration 6F: 3 clusters Score -1.188374e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -11887670.000000 Penalty: 3704.596924
	Iteration 7F: 3 clusters Score -1.188767e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -11890586.000000 Penalty: 3704.596924
	Iteration 8F: 3 clusters Score -1.189059e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -11892121.000000 Penalty: 3704.596924
	Iteration 9Q: 3 clusters Score -1.189212e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11892803.000000 Penalty: 3704.596924
	Iteration 10Q: 3 clusters Score -1.18928e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11893189.000000 Penalty: 3704.596924
	Iteration 11Q: 3 clusters Score -1.189319e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11893351.000000 Penalty: 3704.596924
	Iteration 12Q: 3 clusters Score -1.189335e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11893530.000000 Penalty: 3704.596924
	Iteration 13Q: 3 clusters Score -1.189353e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11893601.000000 Penalty: 3704.596924
	Iteration 14Q: 3 clusters Score -1.18936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11893630.000000 Penalty: 3704.596924
	Iteration 15Q: 3 clusters Score -1.189363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11893639.000000 Penalty: 3704.596924
	Iteration 16Q: 3 clusters Score -1.189364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11893659.000000 Penalty: 3704.596924
	Iteration 17Q: 3 clusters Score -1.189366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11893670.000000 Penalty: 3704.596924
	Iteration 18Q: 3 clusters Score -1.189367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11893665.000000 Penalty: 3704.596924
	Iteration 19Q: 3 clusters Score -1.189366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11893675.000000 Penalty: 3704.596924
	Iteration 20F: 3 clusters Score -1.189368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11893677.000000 Penalty: 3704.596924
	Iteration 21Q: 3 clusters Score -1.189368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11893683.000000 Penalty: 3704.596924
	Iteration 22Q: 3 clusters Score -1.189368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11893695.000000 Penalty: 3704.596924
	Iteration 23Q: 3 clusters Score -1.18937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11893702.000000 Penalty: 3704.596924
	Iteration 24Q: 3 clusters Score -1.18937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11893702.000000 Penalty: 3704.596924
	Iteration 25F: 3 clusters Score -1.18937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35560.863281 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35560.86 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35708.398438 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35708.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35770.578125 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35770.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35796.605469 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35796.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35824.527344 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35824.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35863.375000 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35863.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35876.105469 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35876.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35893.417969 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -35893.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35903.207031 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -35903.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35912.015625 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -35912.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35921.183594 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -35921.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35922.875000 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -35922.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35922.875000 Penalty: 1923.640503
	Iteration 12F: 3 clusters Score -35922.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Entering Unmasked Estep 
Score: -1762414.125000 Penalty: 1540.112549
	Iteration 0F: 2 clusters Score -1762414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1753357.125000 Penalty: 3080.225098
	Iteration 0F: 3 clusters Score -1753357 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1756304.375000 Penalty: 3080.225098
	Iteration 1F: 3 clusters Score -1756304 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1756531.125000 Penalty: 3080.225098
	Iteration 2F: 3 clusters Score -1756531 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1756708.125000 Penalty: 3080.225098
	Iteration 3Q: 3 clusters Score -1756708 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1756843.250000 Penalty: 3080.225098
	Iteration 4Q: 3 clusters Score -1756843 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1756962.625000 Penalty: 3080.225098
	Iteration 5Q: 3 clusters Score -1756963 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1757105.625000 Penalty: 3080.225098
	Iteration 6Q: 3 clusters Score -1757106 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1757249.500000 Penalty: 3080.225098
	Iteration 7Q: 3 clusters Score -1757250 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1757416.375000 Penalty: 3080.225098
	Iteration 8Q: 3 clusters Score -1757416 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1757648.250000 Penalty: 3080.225098
	Iteration 9Q: 3 clusters Score -1757648 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1757955.625000 Penalty: 3080.225098
	Iteration 10Q: 3 clusters Score -1757956 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1758348.375000 Penalty: 3080.225098
	Iteration 11Q: 3 clusters Score -1758348 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1758854.125000 Penalty: 3080.225098
	Iteration 12F: 3 clusters Score -1758854 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1759416.250000 Penalty: 3080.225098
	Iteration 13F: 3 clusters Score -1759416 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1760023.375000 Penalty: 3080.225098
	Iteration 14F: 3 clusters Score -1760023 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1760445.750000 Penalty: 3080.225098
	Iteration 15Q: 3 clusters Score -1760446 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1760708.875000 Penalty: 3080.225098
	Iteration 16Q: 3 clusters Score -1760709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1760863.750000 Penalty: 3080.225098
	Iteration 17Q: 3 clusters Score -1760864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1760963.875000 Penalty: 3080.225098
	Iteration 18Q: 3 clusters Score -1760964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1761005.250000 Penalty: 3080.225098
	Iteration 19Q: 3 clusters Score -1761005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1761029.375000 Penalty: 3080.225098
	Iteration 20F: 3 clusters Score -1761029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1761043.000000 Penalty: 3080.225098
	Iteration 21Q: 3 clusters Score -1761043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1761050.875000 Penalty: 3080.225098
	Iteration 22Q: 3 clusters Score -1761051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1761053.750000 Penalty: 3080.225098
	Iteration 23Q: 3 clusters Score -1761054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1761059.875000 Penalty: 3080.225098
	Iteration 24Q: 3 clusters Score -1761060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1761064.000000 Penalty: 3080.225098
	Iteration 25Q: 3 clusters Score -1761064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1761063.375000 Penalty: 3080.225098
	Iteration 26Q: 3 clusters Score -1761063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1761063.375000 Penalty: 3080.225098
	Iteration 27F: 3 clusters Score -1761063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (80715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Entering Unmasked Estep 
Score: -10760773.000000 Penalty: 1836.035400
	Iteration 0F: 2 clusters Score -1.076077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10710636.000000 Penalty: 3672.070801
	Iteration 0F: 3 clusters Score -1.071064e+07 nChanged 38450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -10733069.000000 Penalty: 3672.070801
	Iteration 1F: 3 clusters Score -1.073307e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -10733729.000000 Penalty: 3672.070801
	Iteration 2Q: 3 clusters Score -1.073373e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -10734381.000000 Penalty: 3672.070801
	Iteration 3Q: 3 clusters Score -1.073438e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -10735262.000000 Penalty: 3672.070801
	Iteration 4Q: 3 clusters Score -1.073526e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -10736774.000000 Penalty: 3672.070801
	Iteration 5Q: 3 clusters Score -1.073677e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -10739001.000000 Penalty: 3672.070801
	Iteration 6Q: 3 clusters Score -1.0739e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -10742348.000000 Penalty: 3672.070801
	Iteration 7F: 3 clusters Score -1.074235e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -10746276.000000 Penalty: 3672.070801
	Iteration 8F: 3 clusters Score -1.074628e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -10749378.000000 Penalty: 3672.070801
	Iteration 9F: 3 clusters Score -1.074938e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -10750964.000000 Penalty: 3672.070801
	Iteration 10Q: 3 clusters Score -1.075096e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -10751756.000000 Penalty: 3672.070801
	Iteration 11Q: 3 clusters Score -1.075176e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -10752362.000000 Penalty: 3672.070801
	Iteration 12Q: 3 clusters Score -1.075236e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -10753061.000000 Penalty: 3672.070801
	Iteration 13Q: 3 clusters Score -1.075306e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -10753914.000000 Penalty: 3672.070801
	Iteration 14Q: 3 clusters Score -1.075391e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -10754981.000000 Penalty: 3672.070801
	Iteration 15Q: 3 clusters Score -1.075498e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -10756153.000000 Penalty: 3672.070801
	Iteration 16Q: 3 clusters Score -1.075615e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -10757437.000000 Penalty: 3672.070801
	Iteration 17Q: 3 clusters Score -1.075744e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -10758334.000000 Penalty: 3672.070801
	Iteration 18Q: 3 clusters Score -1.075833e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10759117.000000 Penalty: 3672.070801
	Iteration 19Q: 3 clusters Score -1.075912e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -10759799.000000 Penalty: 3672.070801
	Iteration 20F: 3 clusters Score -1.07598e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10760256.000000 Penalty: 3672.070801
	Iteration 21Q: 3 clusters Score -1.076026e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -10760552.000000 Penalty: 3672.070801
	Iteration 22Q: 3 clusters Score -1.076055e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -10760741.000000 Penalty: 3672.070801
	Iteration 23Q: 3 clusters Score -1.076074e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -10760830.000000 Penalty: 3672.070801
	Iteration 24Q: 3 clusters Score -1.076083e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -10760871.000000 Penalty: 3672.070801
	Iteration 25Q: 3 clusters Score -1.076087e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -10760877.000000 Penalty: 3672.070801
	Iteration 26Q: 3 clusters Score -1.076088e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -10760867.000000 Penalty: 3672.070801
	Iteration 27Q: 3 clusters Score -1.076087e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -10760894.000000 Penalty: 3672.070801
	Iteration 28Q: 3 clusters Score -1.076089e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -10760904.000000 Penalty: 3672.070801
	Iteration 29Q: 3 clusters Score -1.07609e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -10760865.000000 Penalty: 3672.070801
	Iteration 30Q: 3 clusters Score -1.076086e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -10760915.000000 Penalty: 3672.070801
	Iteration 31Q: 3 clusters Score -1.076092e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -10760891.000000 Penalty: 3672.070801
	Iteration 32Q: 3 clusters Score -1.076089e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -10760906.000000 Penalty: 3672.070801
	Iteration 33Q: 3 clusters Score -1.076091e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10760922.000000 Penalty: 3672.070801
	Iteration 34Q: 3 clusters Score -1.076092e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -10760907.000000 Penalty: 3672.070801
	Iteration 35Q: 3 clusters Score -1.076091e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -10760892.000000 Penalty: 3672.070801
	Iteration 36Q: 3 clusters Score -1.076089e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -10760837.000000 Penalty: 3672.070801
	Iteration 37Q: 3 clusters Score -1.076084e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -10760836.000000 Penalty: 3672.070801
	Iteration 38Q: 3 clusters Score -1.076084e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -10760869.000000 Penalty: 3672.070801
	Iteration 39Q: 3 clusters Score -1.076087e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -10760892.000000 Penalty: 3672.070801
	Iteration 40F: 3 clusters Score -1.076089e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -10760932.000000 Penalty: 3672.070801
	Iteration 41Q: 3 clusters Score -1.076093e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10760929.000000 Penalty: 3672.070801
	Iteration 42Q: 3 clusters Score -1.076093e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -10760909.000000 Penalty: 3672.070801
	Iteration 43Q: 3 clusters Score -1.076091e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -10760925.000000 Penalty: 3672.070801
	Iteration 44Q: 3 clusters Score -1.076092e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -10760946.000000 Penalty: 3672.070801
	Iteration 45Q: 3 clusters Score -1.076095e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -10760972.000000 Penalty: 3672.070801
	Iteration 46Q: 3 clusters Score -1.076097e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -10760965.000000 Penalty: 3672.070801
	Iteration 47Q: 3 clusters Score -1.076096e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -10760958.000000 Penalty: 3672.070801
	Iteration 48Q: 3 clusters Score -1.076096e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -10760961.000000 Penalty: 3672.070801
	Iteration 49Q: 3 clusters Score -1.076096e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -10760950.000000 Penalty: 3672.070801
	Iteration 50Q: 3 clusters Score -1.076095e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -10760949.000000 Penalty: 3672.070801
	Iteration 51Q: 3 clusters Score -1.076095e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -10760923.000000 Penalty: 3672.070801
	Iteration 52Q: 3 clusters Score -1.076092e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -10760876.000000 Penalty: 3672.070801
	Iteration 53Q: 3 clusters Score -1.076088e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -10760916.000000 Penalty: 3672.070801
	Iteration 54Q: 3 clusters Score -1.076092e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -10760940.000000 Penalty: 3672.070801
	Iteration 55Q: 3 clusters Score -1.076094e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -10760938.000000 Penalty: 3672.070801
	Iteration 56Q: 3 clusters Score -1.076094e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -10760945.000000 Penalty: 3672.070801
	Iteration 57Q: 3 clusters Score -1.076094e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -10760956.000000 Penalty: 3672.070801
	Iteration 58Q: 3 clusters Score -1.076096e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -10760952.000000 Penalty: 3672.070801
	Iteration 59Q: 3 clusters Score -1.076095e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -10760930.000000 Penalty: 3672.070801
	Iteration 60F: 3 clusters Score -1.076093e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -10760957.000000 Penalty: 3672.070801
	Iteration 61Q: 3 clusters Score -1.076096e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -10760975.000000 Penalty: 3672.070801
	Iteration 62Q: 3 clusters Score -1.076098e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -10760988.000000 Penalty: 3672.070801
	Iteration 63Q: 3 clusters Score -1.076099e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -10760937.000000 Penalty: 3672.070801
	Iteration 64Q: 3 clusters Score -1.076094e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -10760946.000000 Penalty: 3672.070801
	Iteration 65Q: 3 clusters Score -1.076095e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -10760931.000000 Penalty: 3672.070801
	Iteration 66Q: 3 clusters Score -1.076093e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -10760929.000000 Penalty: 3672.070801
	Iteration 67Q: 3 clusters Score -1.076093e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -10760915.000000 Penalty: 3672.070801
	Iteration 68Q: 3 clusters Score -1.076092e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -10760934.000000 Penalty: 3672.070801
	Iteration 69Q: 3 clusters Score -1.076093e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -10760921.000000 Penalty: 3672.070801
	Iteration 70Q: 3 clusters Score -1.076092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -10760922.000000 Penalty: 3672.070801
	Iteration 71Q: 3 clusters Score -1.076092e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -10760919.000000 Penalty: 3672.070801
	Iteration 72Q: 3 clusters Score -1.076092e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -10760932.000000 Penalty: 3672.070801
	Iteration 73Q: 3 clusters Score -1.076093e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -10760936.000000 Penalty: 3672.070801
	Iteration 74Q: 3 clusters Score -1.076094e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -10760936.000000 Penalty: 3672.070801
	Iteration 75Q: 3 clusters Score -1.076094e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -10760907.000000 Penalty: 3672.070801
	Iteration 76Q: 3 clusters Score -1.076091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -10760919.000000 Penalty: 3672.070801
	Iteration 77Q: 3 clusters Score -1.076092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -10760908.000000 Penalty: 3672.070801
	Iteration 78Q: 3 clusters Score -1.076091e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -10760897.000000 Penalty: 3672.070801
	Iteration 79Q: 3 clusters Score -1.07609e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -10760885.000000 Penalty: 3672.070801
	Iteration 80F: 3 clusters Score -1.076088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -10760889.000000 Penalty: 3672.070801
	Iteration 81Q: 3 clusters Score -1.076089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -10760876.000000 Penalty: 3672.070801
	Iteration 82Q: 3 clusters Score -1.076088e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -10760899.000000 Penalty: 3672.070801
	Iteration 83Q: 3 clusters Score -1.07609e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -10760901.000000 Penalty: 3672.070801
	Iteration 84Q: 3 clusters Score -1.07609e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -10760896.000000 Penalty: 3672.070801
	Iteration 85Q: 3 clusters Score -1.07609e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -10760901.000000 Penalty: 3672.070801
	Iteration 86Q: 3 clusters Score -1.07609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -10760892.000000 Penalty: 3672.070801
	Iteration 87Q: 3 clusters Score -1.076089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -10760890.000000 Penalty: 3672.070801
	Iteration 88Q: 3 clusters Score -1.076089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -10760891.000000 Penalty: 3672.070801
	Iteration 89Q: 3 clusters Score -1.076089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -10760881.000000 Penalty: 3672.070801
	Iteration 90Q: 3 clusters Score -1.076088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -10760878.000000 Penalty: 3672.070801
	Iteration 91Q: 3 clusters Score -1.076088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -10760884.000000 Penalty: 3672.070801
	Iteration 92Q: 3 clusters Score -1.076088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -10760900.000000 Penalty: 3672.070801
	Iteration 93Q: 3 clusters Score -1.07609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -10760889.000000 Penalty: 3672.070801
	Iteration 94Q: 3 clusters Score -1.076089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -10760879.000000 Penalty: 3672.070801
	Iteration 95Q: 3 clusters Score -1.076088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -10760894.000000 Penalty: 3672.070801
	Iteration 96Q: 3 clusters Score -1.076089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -10760909.000000 Penalty: 3672.070801
	Iteration 97Q: 3 clusters Score -1.076091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -10760902.000000 Penalty: 3672.070801
	Iteration 98Q: 3 clusters Score -1.07609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -10760908.000000 Penalty: 3672.070801
	Iteration 99Q: 3 clusters Score -1.076091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -10760900.000000 Penalty: 3672.070801
	Iteration 100F: 3 clusters Score -1.07609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -10760895.000000 Penalty: 3672.070801
	Iteration 101Q: 3 clusters Score -1.07609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -10760893.000000 Penalty: 3672.070801
	Iteration 102Q: 3 clusters Score -1.076089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -10760886.000000 Penalty: 3672.070801
	Iteration 103Q: 3 clusters Score -1.076089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -10760881.000000 Penalty: 3672.070801
	Iteration 104Q: 3 clusters Score -1.076088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -10760867.000000 Penalty: 3672.070801
	Iteration 105Q: 3 clusters Score -1.076087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -10760863.000000 Penalty: 3672.070801
	Iteration 106Q: 3 clusters Score -1.076086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -10760859.000000 Penalty: 3672.070801
	Iteration 107Q: 3 clusters Score -1.076086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -10760867.000000 Penalty: 3672.070801
	Iteration 108Q: 3 clusters Score -1.076087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -10760859.000000 Penalty: 3672.070801
	Iteration 109Q: 3 clusters Score -1.076086e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -10760873.000000 Penalty: 3672.070801
	Iteration 110Q: 3 clusters Score -1.076087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -10760883.000000 Penalty: 3672.070801
	Iteration 111Q: 3 clusters Score -1.076088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -10760869.000000 Penalty: 3672.070801
	Iteration 112Q: 3 clusters Score -1.076087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -10760888.000000 Penalty: 3672.070801
	Iteration 113Q: 3 clusters Score -1.076089e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -10760873.000000 Penalty: 3672.070801
	Iteration 114Q: 3 clusters Score -1.076087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -10760888.000000 Penalty: 3672.070801
	Iteration 115Q: 3 clusters Score -1.076089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -10760894.000000 Penalty: 3672.070801
	Iteration 116Q: 3 clusters Score -1.076089e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -10760881.000000 Penalty: 3672.070801
	Iteration 117Q: 3 clusters Score -1.076088e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -10760886.000000 Penalty: 3672.070801
	Iteration 118Q: 3 clusters Score -1.076089e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -10760880.000000 Penalty: 3672.070801
	Iteration 119Q: 3 clusters Score -1.076088e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -10760878.000000 Penalty: 3672.070801
	Iteration 120F: 3 clusters Score -1.076088e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -10760877.000000 Penalty: 3672.070801
	Iteration 121Q: 3 clusters Score -1.076088e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -10760883.000000 Penalty: 3672.070801
	Iteration 122Q: 3 clusters Score -1.076088e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -10760893.000000 Penalty: 3672.070801
	Iteration 123Q: 3 clusters Score -1.076089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -10760905.000000 Penalty: 3672.070801
	Iteration 124Q: 3 clusters Score -1.07609e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -10760912.000000 Penalty: 3672.070801
	Iteration 125Q: 3 clusters Score -1.076091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -10760902.000000 Penalty: 3672.070801
	Iteration 126Q: 3 clusters Score -1.07609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -10760922.000000 Penalty: 3672.070801
	Iteration 127Q: 3 clusters Score -1.076092e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -10760911.000000 Penalty: 3672.070801
	Iteration 128Q: 3 clusters Score -1.076091e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -10760903.000000 Penalty: 3672.070801
	Iteration 129Q: 3 clusters Score -1.07609e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -10760911.000000 Penalty: 3672.070801
	Iteration 130Q: 3 clusters Score -1.076091e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -10760898.000000 Penalty: 3672.070801
	Iteration 131Q: 3 clusters Score -1.07609e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -10760918.000000 Penalty: 3672.070801
	Iteration 132Q: 3 clusters Score -1.076092e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -10760906.000000 Penalty: 3672.070801
	Iteration 133Q: 3 clusters Score -1.076091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -10760901.000000 Penalty: 3672.070801
	Iteration 134Q: 3 clusters Score -1.07609e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -10760926.000000 Penalty: 3672.070801
	Iteration 135Q: 3 clusters Score -1.076093e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -10760905.000000 Penalty: 3672.070801
	Iteration 136Q: 3 clusters Score -1.07609e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -10760897.000000 Penalty: 3672.070801
	Iteration 137Q: 3 clusters Score -1.07609e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -10760890.000000 Penalty: 3672.070801
	Iteration 138Q: 3 clusters Score -1.076089e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -10760883.000000 Penalty: 3672.070801
	Iteration 139Q: 3 clusters Score -1.076088e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -10760897.000000 Penalty: 3672.070801
	Iteration 140F: 3 clusters Score -1.07609e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -10760906.000000 Penalty: 3672.070801
	Iteration 141Q: 3 clusters Score -1.076091e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -10760895.000000 Penalty: 3672.070801
	Iteration 142Q: 3 clusters Score -1.07609e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -10760909.000000 Penalty: 3672.070801
	Iteration 143Q: 3 clusters Score -1.076091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -10760906.000000 Penalty: 3672.070801
	Iteration 144Q: 3 clusters Score -1.076091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -10760897.000000 Penalty: 3672.070801
	Iteration 145Q: 3 clusters Score -1.07609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -10760890.000000 Penalty: 3672.070801
	Iteration 146Q: 3 clusters Score -1.076089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -10760883.000000 Penalty: 3672.070801
	Iteration 147Q: 3 clusters Score -1.076088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -10760894.000000 Penalty: 3672.070801
	Iteration 148Q: 3 clusters Score -1.076089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -10760888.000000 Penalty: 3672.070801
	Iteration 149Q: 3 clusters Score -1.076089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -10760885.000000 Penalty: 3672.070801
	Iteration 150Q: 3 clusters Score -1.076088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -10760870.000000 Penalty: 3672.070801
	Iteration 151Q: 3 clusters Score -1.076087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -10760885.000000 Penalty: 3672.070801
	Iteration 152Q: 3 clusters Score -1.076088e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -10760878.000000 Penalty: 3672.070801
	Iteration 153Q: 3 clusters Score -1.076088e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -10760894.000000 Penalty: 3672.070801
	Iteration 154Q: 3 clusters Score -1.076089e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -10760919.000000 Penalty: 3672.070801
	Iteration 155Q: 3 clusters Score -1.076092e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -10760918.000000 Penalty: 3672.070801
	Iteration 156Q: 3 clusters Score -1.076092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -10760918.000000 Penalty: 3672.070801
	Iteration 157Q: 3 clusters Score -1.076092e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -10760928.000000 Penalty: 3672.070801
	Iteration 158Q: 3 clusters Score -1.076093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -10760927.000000 Penalty: 3672.070801
	Iteration 159Q: 3 clusters Score -1.076093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -10760916.000000 Penalty: 3672.070801
	Iteration 160F: 3 clusters Score -1.076092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -10760918.000000 Penalty: 3672.070801
	Iteration 161Q: 3 clusters Score -1.076092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -10760919.000000 Penalty: 3672.070801
	Iteration 162Q: 3 clusters Score -1.076092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -10760914.000000 Penalty: 3672.070801
	Iteration 163Q: 3 clusters Score -1.076091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -10760902.000000 Penalty: 3672.070801
	Iteration 164Q: 3 clusters Score -1.07609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -10760903.000000 Penalty: 3672.070801
	Iteration 165Q: 3 clusters Score -1.07609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -10760902.000000 Penalty: 3672.070801
	Iteration 166Q: 3 clusters Score -1.07609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -10760898.000000 Penalty: 3672.070801
	Iteration 167Q: 3 clusters Score -1.07609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10760899.000000 Penalty: 3672.070801
	Iteration 168Q: 3 clusters Score -1.07609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -10760897.000000 Penalty: 3672.070801
	Iteration 169Q: 3 clusters Score -1.07609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10760899.000000 Penalty: 3672.070801
	Iteration 170Q: 3 clusters Score -1.07609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10760899.000000 Penalty: 3672.070801
	Iteration 171F: 3 clusters Score -1.07609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 50270 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 30445 members 
Entering Unmasked Estep 
Score: -85979080.000000 Penalty: 115430.531250
Splitting cluster 51 changes total score from -85978504.000000 to -85979080.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 52 (13482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Entering Unmasked Estep 
Score: -2190616.500000 Penalty: 1545.230469
	Iteration 0F: 2 clusters Score -2190616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2181225.000000 Penalty: 3090.460938
	Iteration 0F: 3 clusters Score -2181225 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2184472.250000 Penalty: 3090.460938
	Iteration 1F: 3 clusters Score -2184472 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2184809.500000 Penalty: 3090.460938
	Iteration 2F: 3 clusters Score -2184810 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2185129.000000 Penalty: 3090.460938
	Iteration 3F: 3 clusters Score -2185129 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2185532.750000 Penalty: 3090.460938
	Iteration 4F: 3 clusters Score -2185533 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2186006.000000 Penalty: 3090.460938
	Iteration 5F: 3 clusters Score -2186006 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2186487.750000 Penalty: 3090.460938
	Iteration 6F: 3 clusters Score -2186488 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2186872.500000 Penalty: 3090.460938
	Iteration 7F: 3 clusters Score -2186872 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2187176.250000 Penalty: 3090.460938
	Iteration 8Q: 3 clusters Score -2187176 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2187396.500000 Penalty: 3090.460938
	Iteration 9Q: 3 clusters Score -2187396 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2187563.250000 Penalty: 3090.460938
	Iteration 10Q: 3 clusters Score -2187563 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2187716.000000 Penalty: 3090.460938
	Iteration 11Q: 3 clusters Score -2187716 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2187849.500000 Penalty: 3090.460938
	Iteration 12Q: 3 clusters Score -2187850 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2187994.750000 Penalty: 3090.460938
	Iteration 13Q: 3 clusters Score -2187995 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2188176.500000 Penalty: 3090.460938
	Iteration 14Q: 3 clusters Score -2188176 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2188344.000000 Penalty: 3090.460938
	Iteration 15Q: 3 clusters Score -2188344 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2188489.500000 Penalty: 3090.460938
	Iteration 16Q: 3 clusters Score -2188490 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2188628.250000 Penalty: 3090.460938
	Iteration 17Q: 3 clusters Score -2188628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2188760.500000 Penalty: 3090.460938
	Iteration 18Q: 3 clusters Score -2188760 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2188853.750000 Penalty: 3090.460938
	Iteration 19Q: 3 clusters Score -2188854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2188938.500000 Penalty: 3090.460938
	Iteration 20F: 3 clusters Score -2188938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2189003.000000 Penalty: 3090.460938
	Iteration 21Q: 3 clusters Score -2189003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2189063.250000 Penalty: 3090.460938
	Iteration 22Q: 3 clusters Score -2189063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2189112.000000 Penalty: 3090.460938
	Iteration 23Q: 3 clusters Score -2189112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2189157.250000 Penalty: 3090.460938
	Iteration 24Q: 3 clusters Score -2189157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2189185.750000 Penalty: 3090.460938
	Iteration 25Q: 3 clusters Score -2189186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2189225.000000 Penalty: 3090.460938
	Iteration 26Q: 3 clusters Score -2189225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2189263.500000 Penalty: 3090.460938
	Iteration 27Q: 3 clusters Score -2189264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2189286.250000 Penalty: 3090.460938
	Iteration 28Q: 3 clusters Score -2189286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2189298.500000 Penalty: 3090.460938
	Iteration 29Q: 3 clusters Score -2189298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2189310.250000 Penalty: 3090.460938
	Iteration 30Q: 3 clusters Score -2189310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2189319.000000 Penalty: 3090.460938
	Iteration 31Q: 3 clusters Score -2189319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2189321.500000 Penalty: 3090.460938
	Iteration 32Q: 3 clusters Score -2189322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2189333.500000 Penalty: 3090.460938
	Iteration 33Q: 3 clusters Score -2189334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2189336.000000 Penalty: 3090.460938
	Iteration 34Q: 3 clusters Score -2189336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2189336.500000 Penalty: 3090.460938
	Iteration 35Q: 3 clusters Score -2189336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2189334.250000 Penalty: 3090.460938
	Iteration 36Q: 3 clusters Score -2189334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2189338.250000 Penalty: 3090.460938
	Iteration 37Q: 3 clusters Score -2189338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2189346.500000 Penalty: 3090.460938
	Iteration 38Q: 3 clusters Score -2189346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2189349.750000 Penalty: 3090.460938
	Iteration 39Q: 3 clusters Score -2189350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2189350.000000 Penalty: 3090.460938
	Iteration 40F: 3 clusters Score -2189350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2189353.500000 Penalty: 3090.460938
	Iteration 41Q: 3 clusters Score -2189354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2189353.500000 Penalty: 3090.460938
	Iteration 42F: 3 clusters Score -2189354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32417 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 65075 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15477 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 40753 members 
Mstep: Class 37 contains 47399 members 
Mstep: Class 38 contains 60359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16329 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9620 members 
Mstep: Class 48 contains 89211 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13064 members 
Mstep: Class 51 contains 50270 members 
Mstep: Class 52 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980504.000000 Penalty: 115430.531250
Iteration 439Q: 54 clusters Score -8.59805e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14881 members 
Mstep: Class 11 contains 26112 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15783 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32403 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45065 members 
Mstep: Class 20 contains 15373 members 
Mstep: Class 21 contains 65117 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15594 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4386 members 
Mstep: Class 30 contains 14522 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4418 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41001 members 
Mstep: Class 37 contains 47455 members 
Mstep: Class 38 contains 60160 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16343 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9618 members 
Mstep: Class 48 contains 89569 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13034 members 
Mstep: Class 51 contains 49686 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 29673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980824.000000 Penalty: 115430.531250
Iteration 440F: 54 clusters Score -8.598082e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 26078 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15781 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32364 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45281 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 65092 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15587 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 4362 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4417 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41144 members 
Mstep: Class 37 contains 47396 members 
Mstep: Class 38 contains 59932 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 16305 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9614 members 
Mstep: Class 48 contains 88865 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13049 members 
Mstep: Class 51 contains 49297 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 30979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981776.000000 Penalty: 115430.531250
Iteration 441Q: 54 clusters Score -8.598178e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 26048 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15771 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32315 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45432 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 65083 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15601 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4343 members 
Mstep: Class 30 contains 14304 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4419 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41305 members 
Mstep: Class 37 contains 47406 members 
Mstep: Class 38 contains 59612 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 16289 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9612 members 
Mstep: Class 48 contains 88312 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13082 members 
Mstep: Class 51 contains 49149 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 31931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981800.000000 Penalty: 115430.531250
Iteration 442Q: 54 clusters Score -8.59818e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 26021 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45542 members 
Mstep: Class 20 contains 15278 members 
Mstep: Class 21 contains 65085 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15625 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 14129 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4418 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41482 members 
Mstep: Class 37 contains 47485 members 
Mstep: Class 38 contains 59239 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 16272 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9613 members 
Mstep: Class 48 contains 87792 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13108 members 
Mstep: Class 51 contains 49106 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 32760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981968.000000 Penalty: 115430.531250
Iteration 443Q: 54 clusters Score -8.598197e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 26010 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32302 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45623 members 
Mstep: Class 20 contains 15233 members 
Mstep: Class 21 contains 65094 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15633 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4296 members 
Mstep: Class 30 contains 13984 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4417 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41679 members 
Mstep: Class 37 contains 47543 members 
Mstep: Class 38 contains 58802 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 16269 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9614 members 
Mstep: Class 48 contains 87282 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13099 members 
Mstep: Class 51 contains 49092 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 33592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982176.000000 Penalty: 115430.531250
Iteration 444Q: 54 clusters Score -8.598218e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 26005 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32291 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45620 members 
Mstep: Class 20 contains 15195 members 
Mstep: Class 21 contains 65114 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15645 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4256 members 
Mstep: Class 30 contains 13818 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4415 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41845 members 
Mstep: Class 37 contains 47629 members 
Mstep: Class 38 contains 58366 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16263 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9615 members 
Mstep: Class 48 contains 86917 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13108 members 
Mstep: Class 51 contains 49083 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 34399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982048.000000 Penalty: 115430.531250
Iteration 445Q: 54 clusters Score -8.598205e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 25994 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15733 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32295 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45576 members 
Mstep: Class 20 contains 15170 members 
Mstep: Class 21 contains 65119 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15648 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 13662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42023 members 
Mstep: Class 37 contains 47721 members 
Mstep: Class 38 contains 57871 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16261 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9627 members 
Mstep: Class 48 contains 86567 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13124 members 
Mstep: Class 51 contains 49075 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 35243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982008.000000 Penalty: 115430.531250
Iteration 446Q: 54 clusters Score -8.598201e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 25994 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15727 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45503 members 
Mstep: Class 20 contains 15151 members 
Mstep: Class 21 contains 65129 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15651 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4167 members 
Mstep: Class 30 contains 13514 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42167 members 
Mstep: Class 37 contains 47770 members 
Mstep: Class 38 contains 57241 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16261 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9636 members 
Mstep: Class 48 contains 86342 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13137 members 
Mstep: Class 51 contains 49125 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 36113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982168.000000 Penalty: 115430.531250
Iteration 447Q: 54 clusters Score -8.598217e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 25992 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32269 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45440 members 
Mstep: Class 20 contains 15132 members 
Mstep: Class 21 contains 65134 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15643 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 13333 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42303 members 
Mstep: Class 37 contains 47814 members 
Mstep: Class 38 contains 56588 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9638 members 
Mstep: Class 48 contains 86127 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13169 members 
Mstep: Class 51 contains 49239 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 36995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982608.000000 Penalty: 115430.531250
Iteration 448Q: 54 clusters Score -8.598261e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14868 members 
Mstep: Class 11 contains 25994 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32244 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45387 members 
Mstep: Class 20 contains 15122 members 
Mstep: Class 21 contains 65145 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 13182 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42420 members 
Mstep: Class 37 contains 47874 members 
Mstep: Class 38 contains 55883 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16255 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9641 members 
Mstep: Class 48 contains 85912 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13183 members 
Mstep: Class 51 contains 49359 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 37904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982768.000000 Penalty: 115430.531250
Iteration 449Q: 54 clusters Score -8.598277e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 25988 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15682 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32221 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45326 members 
Mstep: Class 20 contains 15122 members 
Mstep: Class 21 contains 65143 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 13014 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42529 members 
Mstep: Class 37 contains 47959 members 
Mstep: Class 38 contains 55180 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 16243 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9645 members 
Mstep: Class 48 contains 85752 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13178 members 
Mstep: Class 51 contains 49455 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 38815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982736.000000 Penalty: 115430.531250
Iteration 450Q: 54 clusters Score -8.598274e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14866 members 
Mstep: Class 11 contains 25967 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32174 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 15108 members 
Mstep: Class 21 contains 65129 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15638 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42650 members 
Mstep: Class 37 contains 48075 members 
Mstep: Class 38 contains 54493 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16228 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9646 members 
Mstep: Class 48 contains 85502 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13186 members 
Mstep: Class 51 contains 49608 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 39742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983280.000000 Penalty: 115430.531250
Iteration 451Q: 54 clusters Score -8.598328e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 25960 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15666 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32137 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45169 members 
Mstep: Class 20 contains 15101 members 
Mstep: Class 21 contains 65121 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3983 members 
Mstep: Class 30 contains 12668 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42761 members 
Mstep: Class 37 contains 48217 members 
Mstep: Class 38 contains 53815 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16213 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9644 members 
Mstep: Class 48 contains 85254 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13182 members 
Mstep: Class 51 contains 49767 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 40640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983776.000000 Penalty: 115430.531250
Iteration 452Q: 54 clusters Score -8.598378e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 25946 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15666 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32096 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 45076 members 
Mstep: Class 20 contains 15105 members 
Mstep: Class 21 contains 65122 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15640 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 12494 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42855 members 
Mstep: Class 37 contains 48329 members 
Mstep: Class 38 contains 53122 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16187 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9648 members 
Mstep: Class 48 contains 84954 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13175 members 
Mstep: Class 51 contains 49978 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 41592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984048.000000 Penalty: 115430.531250
Iteration 453Q: 54 clusters Score -8.598405e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 25935 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44930 members 
Mstep: Class 20 contains 15098 members 
Mstep: Class 21 contains 65124 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15631 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3944 members 
Mstep: Class 30 contains 12317 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42917 members 
Mstep: Class 37 contains 48437 members 
Mstep: Class 38 contains 52490 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16167 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9651 members 
Mstep: Class 48 contains 84604 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13161 members 
Mstep: Class 51 contains 50262 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 42561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984408.000000 Penalty: 115430.531250
Iteration 454Q: 54 clusters Score -8.598441e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4127 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 25930 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15659 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32045 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44792 members 
Mstep: Class 20 contains 15093 members 
Mstep: Class 21 contains 65111 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15627 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3932 members 
Mstep: Class 30 contains 12125 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43004 members 
Mstep: Class 37 contains 48527 members 
Mstep: Class 38 contains 51899 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16160 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9655 members 
Mstep: Class 48 contains 84085 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13162 members 
Mstep: Class 51 contains 50606 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 43546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984696.000000 Penalty: 115430.531250
Iteration 455Q: 54 clusters Score -8.59847e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 25916 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15666 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 32011 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44679 members 
Mstep: Class 20 contains 15107 members 
Mstep: Class 21 contains 65108 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15614 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 11935 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43071 members 
Mstep: Class 37 contains 48608 members 
Mstep: Class 38 contains 51388 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16156 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9656 members 
Mstep: Class 48 contains 83525 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13172 members 
Mstep: Class 51 contains 50896 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 44522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984872.000000 Penalty: 115430.531250
Iteration 456Q: 54 clusters Score -8.598487e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14867 members 
Mstep: Class 11 contains 25906 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15670 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31974 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44567 members 
Mstep: Class 20 contains 15119 members 
Mstep: Class 21 contains 65097 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15603 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43113 members 
Mstep: Class 37 contains 48700 members 
Mstep: Class 38 contains 50894 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16159 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9660 members 
Mstep: Class 48 contains 82981 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13178 members 
Mstep: Class 51 contains 51243 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 45413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985184.000000 Penalty: 115430.531250
Iteration 457Q: 54 clusters Score -8.598518e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14880 members 
Mstep: Class 11 contains 25891 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31949 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44474 members 
Mstep: Class 20 contains 15127 members 
Mstep: Class 21 contains 65094 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15604 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 11605 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43148 members 
Mstep: Class 37 contains 48753 members 
Mstep: Class 38 contains 50401 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16150 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9660 members 
Mstep: Class 48 contains 82527 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13177 members 
Mstep: Class 51 contains 51664 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 46148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985632.000000 Penalty: 115430.531250
Iteration 458Q: 54 clusters Score -8.598563e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15660 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31951 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44372 members 
Mstep: Class 20 contains 15142 members 
Mstep: Class 21 contains 65085 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15592 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 11424 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43175 members 
Mstep: Class 37 contains 48789 members 
Mstep: Class 38 contains 49923 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16153 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9665 members 
Mstep: Class 48 contains 82149 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13159 members 
Mstep: Class 51 contains 52084 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 46841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986072.000000 Penalty: 115430.531250
Iteration 459Q: 54 clusters Score -8.598607e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25864 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31918 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44307 members 
Mstep: Class 20 contains 15157 members 
Mstep: Class 21 contains 65087 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15589 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3890 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43210 members 
Mstep: Class 37 contains 48808 members 
Mstep: Class 38 contains 49448 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16152 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9667 members 
Mstep: Class 48 contains 81736 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13156 members 
Mstep: Class 51 contains 52535 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 47465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986312.000000 Penalty: 115430.531250
Iteration 460F: 54 clusters Score -8.598631e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25846 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31882 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44207 members 
Mstep: Class 20 contains 15178 members 
Mstep: Class 21 contains 65088 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15590 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3890 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43238 members 
Mstep: Class 37 contains 48838 members 
Mstep: Class 38 contains 48967 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16159 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9667 members 
Mstep: Class 48 contains 80833 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13140 members 
Mstep: Class 51 contains 52977 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 48690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986840.000000 Penalty: 115430.531250
Iteration 461Q: 54 clusters Score -8.598684e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 25843 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15652 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31845 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44143 members 
Mstep: Class 20 contains 15189 members 
Mstep: Class 21 contains 65079 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 10883 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43273 members 
Mstep: Class 37 contains 48838 members 
Mstep: Class 38 contains 48520 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16156 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9667 members 
Mstep: Class 48 contains 79678 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13126 members 
Mstep: Class 51 contains 53562 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 50019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987352.000000 Penalty: 115430.531250
Iteration 462Q: 54 clusters Score -8.598735e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 25834 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15651 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31807 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 65057 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15581 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 3894 members 
Mstep: Class 30 contains 10662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43269 members 
Mstep: Class 37 contains 48832 members 
Mstep: Class 38 contains 48078 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16164 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9663 members 
Mstep: Class 48 contains 78544 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13120 members 
Mstep: Class 51 contains 54202 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 51257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987952.000000 Penalty: 115430.531250
Iteration 463Q: 54 clusters Score -8.598795e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14877 members 
Mstep: Class 11 contains 25825 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15646 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31787 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44096 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 65048 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 3904 members 
Mstep: Class 30 contains 10452 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43302 members 
Mstep: Class 37 contains 48824 members 
Mstep: Class 38 contains 47603 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16168 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9661 members 
Mstep: Class 48 contains 77162 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13103 members 
Mstep: Class 51 contains 55005 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 52570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988616.000000 Penalty: 115430.531250
Iteration 464Q: 54 clusters Score -8.598862e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14867 members 
Mstep: Class 11 contains 25831 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31777 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 44051 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 65038 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15573 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 10248 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43341 members 
Mstep: Class 37 contains 48816 members 
Mstep: Class 38 contains 47139 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16159 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9662 members 
Mstep: Class 48 contains 75770 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13089 members 
Mstep: Class 51 contains 55836 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 53871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988880.000000 Penalty: 115430.531250
Iteration 465Q: 54 clusters Score -8.598888e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14866 members 
Mstep: Class 11 contains 25820 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31755 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43999 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 65043 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15552 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 10046 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43377 members 
Mstep: Class 37 contains 48841 members 
Mstep: Class 38 contains 46623 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16150 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9659 members 
Mstep: Class 48 contains 74209 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13106 members 
Mstep: Class 51 contains 56792 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 55234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989200.000000 Penalty: 115430.531250
Iteration 466Q: 54 clusters Score -8.59892e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 25812 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31741 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43931 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 65032 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15550 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 9852 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43399 members 
Mstep: Class 37 contains 48851 members 
Mstep: Class 38 contains 46078 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16150 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9657 members 
Mstep: Class 48 contains 72514 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13145 members 
Mstep: Class 51 contains 57885 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 56613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989264.000000 Penalty: 115430.531250
Iteration 467Q: 54 clusters Score -8.598926e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 25800 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31736 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43863 members 
Mstep: Class 20 contains 15226 members 
Mstep: Class 21 contains 65021 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15533 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 3913 members 
Mstep: Class 30 contains 9662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43424 members 
Mstep: Class 37 contains 48854 members 
Mstep: Class 38 contains 45438 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16162 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9654 members 
Mstep: Class 48 contains 70676 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13168 members 
Mstep: Class 51 contains 59101 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 58134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990008.000000 Penalty: 115430.531250
Iteration 468Q: 54 clusters Score -8.599001e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14880 members 
Mstep: Class 11 contains 25774 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15593 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31721 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43735 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 65009 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15523 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43406 members 
Mstep: Class 37 contains 48813 members 
Mstep: Class 38 contains 44733 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16164 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9649 members 
Mstep: Class 48 contains 69048 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13154 members 
Mstep: Class 51 contains 60201 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 59800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990648.000000 Penalty: 115430.531250
Iteration 469Q: 54 clusters Score -8.599065e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 25767 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15582 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31720 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43573 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 64986 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15507 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 9350 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43340 members 
Mstep: Class 37 contains 48772 members 
Mstep: Class 38 contains 43853 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16154 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9643 members 
Mstep: Class 48 contains 68098 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13089 members 
Mstep: Class 51 contains 60861 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 61501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991368.000000 Penalty: 115430.531250
Iteration 470Q: 54 clusters Score -8.599137e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 25754 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31727 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43371 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 64973 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15483 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 3952 members 
Mstep: Class 30 contains 9244 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43237 members 
Mstep: Class 37 contains 48727 members 
Mstep: Class 38 contains 42987 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16147 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9635 members 
Mstep: Class 48 contains 67600 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13036 members 
Mstep: Class 51 contains 61170 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 63123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991600.000000 Penalty: 115430.531250
Iteration 471Q: 54 clusters Score -8.59916e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 25737 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31746 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 43159 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 64943 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15493 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 3977 members 
Mstep: Class 30 contains 9137 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 43118 members 
Mstep: Class 37 contains 48686 members 
Mstep: Class 38 contains 42147 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9622 members 
Mstep: Class 48 contains 67486 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12965 members 
Mstep: Class 51 contains 61206 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 64616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991704.000000 Penalty: 115430.531250
Iteration 472Q: 54 clusters Score -8.59917e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15528 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42912 members 
Mstep: Class 20 contains 15245 members 
Mstep: Class 21 contains 64908 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15498 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4006 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42984 members 
Mstep: Class 37 contains 48626 members 
Mstep: Class 38 contains 41423 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 415 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9613 members 
Mstep: Class 48 contains 67518 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12940 members 
Mstep: Class 51 contains 61022 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 66061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991872.000000 Penalty: 115430.531250
Iteration 473Q: 54 clusters Score -8.599187e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25717 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15516 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31770 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42692 members 
Mstep: Class 20 contains 15267 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15500 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4036 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42848 members 
Mstep: Class 37 contains 48556 members 
Mstep: Class 38 contains 40787 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16149 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9600 members 
Mstep: Class 48 contains 67636 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12913 members 
Mstep: Class 51 contains 60755 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 67378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992224.000000 Penalty: 115430.531250
Iteration 474Q: 54 clusters Score -8.599222e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31785 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42473 members 
Mstep: Class 20 contains 15299 members 
Mstep: Class 21 contains 64855 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15478 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42736 members 
Mstep: Class 37 contains 48476 members 
Mstep: Class 38 contains 40249 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 16148 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9595 members 
Mstep: Class 48 contains 67762 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12883 members 
Mstep: Class 51 contains 60512 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 68548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991976.000000 Penalty: 115430.531250
Iteration 475Q: 54 clusters Score -8.599198e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 25727 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15464 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31827 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42275 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 64828 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15469 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4103 members 
Mstep: Class 30 contains 8802 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42631 members 
Mstep: Class 37 contains 48404 members 
Mstep: Class 38 contains 39755 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16137 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9589 members 
Mstep: Class 48 contains 68044 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12829 members 
Mstep: Class 51 contains 60275 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 69477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991952.000000 Penalty: 115430.531250
Iteration 476Q: 54 clusters Score -8.599195e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11348 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 25728 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15436 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31863 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42097 members 
Mstep: Class 20 contains 15335 members 
Mstep: Class 21 contains 64806 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15457 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 8745 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42535 members 
Mstep: Class 37 contains 48310 members 
Mstep: Class 38 contains 39297 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16131 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9580 members 
Mstep: Class 48 contains 68375 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12821 members 
Mstep: Class 51 contains 60016 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 70292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991456.000000 Penalty: 115430.531250
Iteration 477Q: 54 clusters Score -8.599146e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14900 members 
Mstep: Class 11 contains 25735 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31890 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41946 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 64790 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15449 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4151 members 
Mstep: Class 30 contains 8704 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42437 members 
Mstep: Class 37 contains 48211 members 
Mstep: Class 38 contains 38813 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16126 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9580 members 
Mstep: Class 48 contains 68800 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12818 members 
Mstep: Class 51 contains 59721 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 70999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991336.000000 Penalty: 115430.531250
Iteration 478Q: 54 clusters Score -8.599134e+07 nChanged 1781
Entering ConstructFrom: 
Score: -85991336.000000 Penalty: 115430.531250
Entering ConstructFrom: 
Trying to split cluster 1 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -39992.074219 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -39992.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39231.781250 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -39231.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39579.492188 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -39579.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39751.257812 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -39751.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39816.406250 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -39816.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39849.910156 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -39849.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39867.035156 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -39867.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39882.394531 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -39882.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39896.945312 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -39896.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39905.562500 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -39905.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39914.300781 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -39914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39929.894531 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -39929.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39935.007812 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -39935.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39939.214844 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -39939.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39954.468750 Penalty: 1987.664917
	Iteration 13F: 3 clusters Score -39954.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40000.253906 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -40000.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40016.382812 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -40016.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40033.539062 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -40033.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40062.085938 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -40062.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40102.402344 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -40102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40155.160156 Penalty: 1987.664917
	Iteration 19Q: 3 clusters Score -40155.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40172.875000 Penalty: 1987.664917
	Iteration 20F: 3 clusters Score -40172.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40319.105469 Penalty: 1987.664917
	Iteration 21Q: 3 clusters Score -40319.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40347.406250 Penalty: 1987.664917
	Iteration 22Q: 3 clusters Score -40347.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40365.714844 Penalty: 1987.664917
	Iteration 23Q: 3 clusters Score -40365.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40389.781250 Penalty: 1987.664917
	Iteration 24Q: 3 clusters Score -40389.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40391.742188 Penalty: 1987.664917
	Iteration 25Q: 3 clusters Score -40391.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40391.742188 Penalty: 1987.664917
	Iteration 26F: 3 clusters Score -40391.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 25735 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31911 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 15380 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4159 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42326 members 
Mstep: Class 37 contains 48128 members 
Mstep: Class 38 contains 38362 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16131 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9585 members 
Mstep: Class 48 contains 69196 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12826 members 
Mstep: Class 51 contains 59493 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 71613 members 
Mstep: Class 54 contains 241 members 
Entering Unmasked Estep 
Score: -85990424.000000 Penalty: 117608.460938
Splitting cluster 1 changes total score from -85991336.000000 to -85990424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1476999.375000 Penalty: 1517.172119
	Iteration 0F: 2 clusters Score -1476999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1468951.000000 Penalty: 3034.344238
	Iteration 0F: 3 clusters Score -1468951 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1471651.750000 Penalty: 3034.344238
	Iteration 1F: 3 clusters Score -1471652 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1471988.375000 Penalty: 3034.344238
	Iteration 2F: 3 clusters Score -1471988 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1472264.750000 Penalty: 3034.344238
	Iteration 3F: 3 clusters Score -1472265 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1472511.500000 Penalty: 3034.344238
	Iteration 4Q: 3 clusters Score -1472512 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1472731.625000 Penalty: 3034.344238
	Iteration 5Q: 3 clusters Score -1472732 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1472944.125000 Penalty: 3034.344238
	Iteration 6Q: 3 clusters Score -1472944 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1473151.625000 Penalty: 3034.344238
	Iteration 7Q: 3 clusters Score -1473152 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1473367.375000 Penalty: 3034.344238
	Iteration 8Q: 3 clusters Score -1473367 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1473571.625000 Penalty: 3034.344238
	Iteration 9Q: 3 clusters Score -1473572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1473770.750000 Penalty: 3034.344238
	Iteration 10Q: 3 clusters Score -1473771 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1473990.625000 Penalty: 3034.344238
	Iteration 11Q: 3 clusters Score -1473991 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1474203.500000 Penalty: 3034.344238
	Iteration 12Q: 3 clusters Score -1474204 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1474406.750000 Penalty: 3034.344238
	Iteration 13Q: 3 clusters Score -1474407 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1474560.375000 Penalty: 3034.344238
	Iteration 14Q: 3 clusters Score -1474560 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1474682.000000 Penalty: 3034.344238
	Iteration 15Q: 3 clusters Score -1474682 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1474777.750000 Penalty: 3034.344238
	Iteration 16Q: 3 clusters Score -1474778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1474856.500000 Penalty: 3034.344238
	Iteration 17Q: 3 clusters Score -1474856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1474916.750000 Penalty: 3034.344238
	Iteration 18Q: 3 clusters Score -1474917 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1474947.125000 Penalty: 3034.344238
	Iteration 19Q: 3 clusters Score -1474947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1474976.750000 Penalty: 3034.344238
	Iteration 20F: 3 clusters Score -1474977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1475005.375000 Penalty: 3034.344238
	Iteration 21Q: 3 clusters Score -1475005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1475024.500000 Penalty: 3034.344238
	Iteration 22Q: 3 clusters Score -1475024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1475032.750000 Penalty: 3034.344238
	Iteration 23Q: 3 clusters Score -1475033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1475049.125000 Penalty: 3034.344238
	Iteration 24Q: 3 clusters Score -1475049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1475060.500000 Penalty: 3034.344238
	Iteration 25Q: 3 clusters Score -1475060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1475078.125000 Penalty: 3034.344238
	Iteration 26Q: 3 clusters Score -1475078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1475084.750000 Penalty: 3034.344238
	Iteration 27Q: 3 clusters Score -1475085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1475091.625000 Penalty: 3034.344238
	Iteration 28Q: 3 clusters Score -1475092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1475102.000000 Penalty: 3034.344238
	Iteration 29Q: 3 clusters Score -1475102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1475109.375000 Penalty: 3034.344238
	Iteration 30Q: 3 clusters Score -1475109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1475116.250000 Penalty: 3034.344238
	Iteration 31Q: 3 clusters Score -1475116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1475119.250000 Penalty: 3034.344238
	Iteration 32Q: 3 clusters Score -1475119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1475125.000000 Penalty: 3034.344238
	Iteration 33Q: 3 clusters Score -1475125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1475128.750000 Penalty: 3034.344238
	Iteration 34Q: 3 clusters Score -1475129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1475131.500000 Penalty: 3034.344238
	Iteration 35Q: 3 clusters Score -1475132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1475133.250000 Penalty: 3034.344238
	Iteration 36Q: 3 clusters Score -1475133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1475137.750000 Penalty: 3034.344238
	Iteration 37Q: 3 clusters Score -1475138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1475142.625000 Penalty: 3034.344238
	Iteration 38Q: 3 clusters Score -1475143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1475144.375000 Penalty: 3034.344238
	Iteration 39Q: 3 clusters Score -1475144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1475143.750000 Penalty: 3034.344238
	Iteration 40F: 3 clusters Score -1475144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1475150.000000 Penalty: 3034.344238
	Iteration 41Q: 3 clusters Score -1475150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1475153.000000 Penalty: 3034.344238
	Iteration 42Q: 3 clusters Score -1475153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1475155.375000 Penalty: 3034.344238
	Iteration 43Q: 3 clusters Score -1475155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1475156.250000 Penalty: 3034.344238
	Iteration 44Q: 3 clusters Score -1475156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1475156.250000 Penalty: 3034.344238
	Iteration 45Q: 3 clusters Score -1475156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1475162.750000 Penalty: 3034.344238
	Iteration 46Q: 3 clusters Score -1475163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1475165.000000 Penalty: 3034.344238
	Iteration 47Q: 3 clusters Score -1475165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1475167.625000 Penalty: 3034.344238
	Iteration 48Q: 3 clusters Score -1475168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1475175.125000 Penalty: 3034.344238
	Iteration 49Q: 3 clusters Score -1475175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1475175.500000 Penalty: 3034.344238
	Iteration 50Q: 3 clusters Score -1475176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1475175.000000 Penalty: 3034.344238
	Iteration 51Q: 3 clusters Score -1475175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1475179.500000 Penalty: 3034.344238
	Iteration 52Q: 3 clusters Score -1475180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1475183.875000 Penalty: 3034.344238
	Iteration 53Q: 3 clusters Score -1475184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1475184.750000 Penalty: 3034.344238
	Iteration 54Q: 3 clusters Score -1475185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1475190.500000 Penalty: 3034.344238
	Iteration 55Q: 3 clusters Score -1475190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1475192.500000 Penalty: 3034.344238
	Iteration 56Q: 3 clusters Score -1475192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1475201.500000 Penalty: 3034.344238
	Iteration 57Q: 3 clusters Score -1475202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1475211.125000 Penalty: 3034.344238
	Iteration 58Q: 3 clusters Score -1475211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1475220.875000 Penalty: 3034.344238
	Iteration 59Q: 3 clusters Score -1475221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1475231.500000 Penalty: 3034.344238
	Iteration 60F: 3 clusters Score -1475232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1475238.375000 Penalty: 3034.344238
	Iteration 61Q: 3 clusters Score -1475238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1475247.750000 Penalty: 3034.344238
	Iteration 62Q: 3 clusters Score -1475248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1475257.125000 Penalty: 3034.344238
	Iteration 63Q: 3 clusters Score -1475257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1475264.625000 Penalty: 3034.344238
	Iteration 64Q: 3 clusters Score -1475265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1475274.125000 Penalty: 3034.344238
	Iteration 65Q: 3 clusters Score -1475274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1475282.125000 Penalty: 3034.344238
	Iteration 66Q: 3 clusters Score -1475282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1475295.625000 Penalty: 3034.344238
	Iteration 67Q: 3 clusters Score -1475296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1475308.750000 Penalty: 3034.344238
	Iteration 68Q: 3 clusters Score -1475309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1475332.625000 Penalty: 3034.344238
	Iteration 69Q: 3 clusters Score -1475333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1475347.000000 Penalty: 3034.344238
	Iteration 70Q: 3 clusters Score -1475347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1475353.875000 Penalty: 3034.344238
	Iteration 71Q: 3 clusters Score -1475354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1475355.750000 Penalty: 3034.344238
	Iteration 72Q: 3 clusters Score -1475356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1475368.375000 Penalty: 3034.344238
	Iteration 73Q: 3 clusters Score -1475368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1475376.750000 Penalty: 3034.344238
	Iteration 74Q: 3 clusters Score -1475377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1475392.875000 Penalty: 3034.344238
	Iteration 75Q: 3 clusters Score -1475393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1475402.875000 Penalty: 3034.344238
	Iteration 76Q: 3 clusters Score -1475403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1475416.000000 Penalty: 3034.344238
	Iteration 77Q: 3 clusters Score -1475416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1475425.125000 Penalty: 3034.344238
	Iteration 78Q: 3 clusters Score -1475425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1475436.375000 Penalty: 3034.344238
	Iteration 79Q: 3 clusters Score -1475436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1475445.875000 Penalty: 3034.344238
	Iteration 80F: 3 clusters Score -1475446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1475450.875000 Penalty: 3034.344238
	Iteration 81Q: 3 clusters Score -1475451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1475455.625000 Penalty: 3034.344238
	Iteration 82Q: 3 clusters Score -1475456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1475463.250000 Penalty: 3034.344238
	Iteration 83Q: 3 clusters Score -1475463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1475470.125000 Penalty: 3034.344238
	Iteration 84Q: 3 clusters Score -1475470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1475479.625000 Penalty: 3034.344238
	Iteration 85Q: 3 clusters Score -1475480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1475479.750000 Penalty: 3034.344238
	Iteration 86Q: 3 clusters Score -1475480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1475482.625000 Penalty: 3034.344238
	Iteration 87Q: 3 clusters Score -1475483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1475486.250000 Penalty: 3034.344238
	Iteration 88Q: 3 clusters Score -1475486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1475486.500000 Penalty: 3034.344238
	Iteration 89Q: 3 clusters Score -1475486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1475485.625000 Penalty: 3034.344238
	Iteration 90Q: 3 clusters Score -1475486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1475489.625000 Penalty: 3034.344238
	Iteration 91Q: 3 clusters Score -1475490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1475489.750000 Penalty: 3034.344238
	Iteration 92Q: 3 clusters Score -1475490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1475495.125000 Penalty: 3034.344238
	Iteration 93Q: 3 clusters Score -1475495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1475497.375000 Penalty: 3034.344238
	Iteration 94Q: 3 clusters Score -1475497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1475503.250000 Penalty: 3034.344238
	Iteration 95Q: 3 clusters Score -1475503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1475509.375000 Penalty: 3034.344238
	Iteration 96Q: 3 clusters Score -1475509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1475508.125000 Penalty: 3034.344238
	Iteration 97Q: 3 clusters Score -1475508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1475515.750000 Penalty: 3034.344238
	Iteration 98Q: 3 clusters Score -1475516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1475515.750000 Penalty: 3034.344238
	Iteration 99Q: 3 clusters Score -1475516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1475516.625000 Penalty: 3034.344238
	Iteration 100F: 3 clusters Score -1475517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1475522.500000 Penalty: 3034.344238
	Iteration 101Q: 3 clusters Score -1475522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1475526.750000 Penalty: 3034.344238
	Iteration 102Q: 3 clusters Score -1475527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1475529.000000 Penalty: 3034.344238
	Iteration 103Q: 3 clusters Score -1475529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1475532.125000 Penalty: 3034.344238
	Iteration 104Q: 3 clusters Score -1475532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1475543.375000 Penalty: 3034.344238
	Iteration 105Q: 3 clusters Score -1475543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1475553.125000 Penalty: 3034.344238
	Iteration 106Q: 3 clusters Score -1475553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1475557.250000 Penalty: 3034.344238
	Iteration 107Q: 3 clusters Score -1475557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1475563.875000 Penalty: 3034.344238
	Iteration 108Q: 3 clusters Score -1475564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1475570.500000 Penalty: 3034.344238
	Iteration 109Q: 3 clusters Score -1475570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1475572.750000 Penalty: 3034.344238
	Iteration 110Q: 3 clusters Score -1475573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1475580.125000 Penalty: 3034.344238
	Iteration 111Q: 3 clusters Score -1475580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1475588.625000 Penalty: 3034.344238
	Iteration 112Q: 3 clusters Score -1475589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1475597.000000 Penalty: 3034.344238
	Iteration 113Q: 3 clusters Score -1475597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1475604.625000 Penalty: 3034.344238
	Iteration 114Q: 3 clusters Score -1475605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1475614.000000 Penalty: 3034.344238
	Iteration 115Q: 3 clusters Score -1475614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1475626.750000 Penalty: 3034.344238
	Iteration 116Q: 3 clusters Score -1475627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1475633.625000 Penalty: 3034.344238
	Iteration 117Q: 3 clusters Score -1475634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1475638.250000 Penalty: 3034.344238
	Iteration 118Q: 3 clusters Score -1475638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1475645.750000 Penalty: 3034.344238
	Iteration 119Q: 3 clusters Score -1475646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1475651.125000 Penalty: 3034.344238
	Iteration 120F: 3 clusters Score -1475651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1475660.750000 Penalty: 3034.344238
	Iteration 121Q: 3 clusters Score -1475661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1475669.875000 Penalty: 3034.344238
	Iteration 122Q: 3 clusters Score -1475670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1475671.000000 Penalty: 3034.344238
	Iteration 123Q: 3 clusters Score -1475671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1475677.375000 Penalty: 3034.344238
	Iteration 124Q: 3 clusters Score -1475677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1475688.875000 Penalty: 3034.344238
	Iteration 125Q: 3 clusters Score -1475689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1475698.500000 Penalty: 3034.344238
	Iteration 126Q: 3 clusters Score -1475698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1475706.750000 Penalty: 3034.344238
	Iteration 127Q: 3 clusters Score -1475707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1475723.750000 Penalty: 3034.344238
	Iteration 128Q: 3 clusters Score -1475724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1475732.500000 Penalty: 3034.344238
	Iteration 129Q: 3 clusters Score -1475732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1475738.625000 Penalty: 3034.344238
	Iteration 130Q: 3 clusters Score -1475739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1475741.875000 Penalty: 3034.344238
	Iteration 131Q: 3 clusters Score -1475742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1475744.375000 Penalty: 3034.344238
	Iteration 132Q: 3 clusters Score -1475744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1475749.875000 Penalty: 3034.344238
	Iteration 133Q: 3 clusters Score -1475750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1475751.375000 Penalty: 3034.344238
	Iteration 134Q: 3 clusters Score -1475751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1475754.375000 Penalty: 3034.344238
	Iteration 135Q: 3 clusters Score -1475754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1475760.375000 Penalty: 3034.344238
	Iteration 136Q: 3 clusters Score -1475760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1475767.125000 Penalty: 3034.344238
	Iteration 137Q: 3 clusters Score -1475767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1475769.000000 Penalty: 3034.344238
	Iteration 138Q: 3 clusters Score -1475769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1475770.625000 Penalty: 3034.344238
	Iteration 139Q: 3 clusters Score -1475771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1475770.625000 Penalty: 3034.344238
	Iteration 140F: 3 clusters Score -1475771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1475773.125000 Penalty: 3034.344238
	Iteration 141Q: 3 clusters Score -1475773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1475775.000000 Penalty: 3034.344238
	Iteration 142Q: 3 clusters Score -1475775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1475777.625000 Penalty: 3034.344238
	Iteration 143Q: 3 clusters Score -1475778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1475779.500000 Penalty: 3034.344238
	Iteration 144Q: 3 clusters Score -1475780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1475778.750000 Penalty: 3034.344238
	Iteration 145Q: 3 clusters Score -1475779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1475783.750000 Penalty: 3034.344238
	Iteration 146Q: 3 clusters Score -1475784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1475782.625000 Penalty: 3034.344238
	Iteration 147Q: 3 clusters Score -1475783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1475785.250000 Penalty: 3034.344238
	Iteration 148Q: 3 clusters Score -1475785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1475784.875000 Penalty: 3034.344238
	Iteration 149Q: 3 clusters Score -1475785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1475789.375000 Penalty: 3034.344238
	Iteration 150Q: 3 clusters Score -1475789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1475791.500000 Penalty: 3034.344238
	Iteration 151Q: 3 clusters Score -1475792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1475791.875000 Penalty: 3034.344238
	Iteration 152Q: 3 clusters Score -1475792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1475791.750000 Penalty: 3034.344238
	Iteration 153Q: 3 clusters Score -1475792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1475792.625000 Penalty: 3034.344238
	Iteration 154Q: 3 clusters Score -1475793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1475793.250000 Penalty: 3034.344238
	Iteration 155Q: 3 clusters Score -1475793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1475796.000000 Penalty: 3034.344238
	Iteration 156Q: 3 clusters Score -1475796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1475795.250000 Penalty: 3034.344238
	Iteration 157Q: 3 clusters Score -1475795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1475800.125000 Penalty: 3034.344238
	Iteration 158Q: 3 clusters Score -1475800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1475798.625000 Penalty: 3034.344238
	Iteration 159Q: 3 clusters Score -1475799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1475799.250000 Penalty: 3034.344238
	Iteration 160F: 3 clusters Score -1475799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1475799.750000 Penalty: 3034.344238
	Iteration 161Q: 3 clusters Score -1475800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1475802.750000 Penalty: 3034.344238
	Iteration 162Q: 3 clusters Score -1475803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1475805.125000 Penalty: 3034.344238
	Iteration 163Q: 3 clusters Score -1475805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1475806.875000 Penalty: 3034.344238
	Iteration 164Q: 3 clusters Score -1475807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1475807.750000 Penalty: 3034.344238
	Iteration 165Q: 3 clusters Score -1475808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1475808.875000 Penalty: 3034.344238
	Iteration 166Q: 3 clusters Score -1475809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1475809.125000 Penalty: 3034.344238
	Iteration 167Q: 3 clusters Score -1475809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1475809.375000 Penalty: 3034.344238
	Iteration 168Q: 3 clusters Score -1475809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1475809.375000 Penalty: 3034.344238
	Iteration 169Q: 3 clusters Score -1475809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1475811.500000 Penalty: 3034.344238
	Iteration 170Q: 3 clusters Score -1475812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1475812.625000 Penalty: 3034.344238
	Iteration 171Q: 3 clusters Score -1475813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1475812.625000 Penalty: 3034.344238
	Iteration 172F: 3 clusters Score -1475813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -170286.453125 Penalty: 1173.429565
	Iteration 0F: 2 clusters Score -170286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168639.078125 Penalty: 2346.859131
	Iteration 0F: 3 clusters Score -168639.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168909.000000 Penalty: 2346.859131
	Iteration 1F: 3 clusters Score -168909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168974.890625 Penalty: 2346.859131
	Iteration 2F: 3 clusters Score -168974.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169038.234375 Penalty: 2346.859131
	Iteration 3Q: 3 clusters Score -169038.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -169086.718750 Penalty: 2346.859131
	Iteration 4Q: 3 clusters Score -169086.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169120.796875 Penalty: 2346.859131
	Iteration 5Q: 3 clusters Score -169120.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169147.906250 Penalty: 2346.859131
	Iteration 6Q: 3 clusters Score -169147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -169164.890625 Penalty: 2346.859131
	Iteration 7Q: 3 clusters Score -169164.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -169174.953125 Penalty: 2346.859131
	Iteration 8Q: 3 clusters Score -169175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -169182.312500 Penalty: 2346.859131
	Iteration 9Q: 3 clusters Score -169182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -169190.671875 Penalty: 2346.859131
	Iteration 10Q: 3 clusters Score -169190.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169202.875000 Penalty: 2346.859131
	Iteration 11Q: 3 clusters Score -169202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -169219.937500 Penalty: 2346.859131
	Iteration 12Q: 3 clusters Score -169219.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -169226.468750 Penalty: 2346.859131
	Iteration 13Q: 3 clusters Score -169226.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -169237.093750 Penalty: 2346.859131
	Iteration 14Q: 3 clusters Score -169237.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169254.859375 Penalty: 2346.859131
	Iteration 15Q: 3 clusters Score -169254.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -169286.171875 Penalty: 2346.859131
	Iteration 16Q: 3 clusters Score -169286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -169308.843750 Penalty: 2346.859131
	Iteration 17Q: 3 clusters Score -169308.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169322.296875 Penalty: 2346.859131
	Iteration 18Q: 3 clusters Score -169322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169333.796875 Penalty: 2346.859131
	Iteration 19Q: 3 clusters Score -169333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -169340.906250 Penalty: 2346.859131
	Iteration 20F: 3 clusters Score -169340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169342.546875 Penalty: 2346.859131
	Iteration 21Q: 3 clusters Score -169342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169345.687500 Penalty: 2346.859131
	Iteration 22Q: 3 clusters Score -169345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -169347.500000 Penalty: 2346.859131
	Iteration 23Q: 3 clusters Score -169347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -169351.375000 Penalty: 2346.859131
	Iteration 24Q: 3 clusters Score -169351.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169355.437500 Penalty: 2346.859131
	Iteration 25Q: 3 clusters Score -169355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169360.187500 Penalty: 2346.859131
	Iteration 26Q: 3 clusters Score -169360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -169364.203125 Penalty: 2346.859131
	Iteration 27Q: 3 clusters Score -169364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169368.437500 Penalty: 2346.859131
	Iteration 28Q: 3 clusters Score -169368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169374.453125 Penalty: 2346.859131
	Iteration 29Q: 3 clusters Score -169374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169379.140625 Penalty: 2346.859131
	Iteration 30Q: 3 clusters Score -169379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169386.484375 Penalty: 2346.859131
	Iteration 31Q: 3 clusters Score -169386.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169396.453125 Penalty: 2346.859131
	Iteration 32Q: 3 clusters Score -169396.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -169408.781250 Penalty: 2346.859131
	Iteration 33Q: 3 clusters Score -169408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169419.718750 Penalty: 2346.859131
	Iteration 34Q: 3 clusters Score -169419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -169431.390625 Penalty: 2346.859131
	Iteration 35Q: 3 clusters Score -169431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169438.593750 Penalty: 2346.859131
	Iteration 36Q: 3 clusters Score -169438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -169442.562500 Penalty: 2346.859131
	Iteration 37Q: 3 clusters Score -169442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169450.484375 Penalty: 2346.859131
	Iteration 38Q: 3 clusters Score -169450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -169459.921875 Penalty: 2346.859131
	Iteration 39Q: 3 clusters Score -169459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169466.937500 Penalty: 2346.859131
	Iteration 40F: 3 clusters Score -169466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169471.656250 Penalty: 2346.859131
	Iteration 41Q: 3 clusters Score -169471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169474.609375 Penalty: 2346.859131
	Iteration 42Q: 3 clusters Score -169474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169477.593750 Penalty: 2346.859131
	Iteration 43Q: 3 clusters Score -169477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -169478.671875 Penalty: 2346.859131
	Iteration 44Q: 3 clusters Score -169478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -169481.171875 Penalty: 2346.859131
	Iteration 45Q: 3 clusters Score -169481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -169485.781250 Penalty: 2346.859131
	Iteration 46Q: 3 clusters Score -169485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -169499.437500 Penalty: 2346.859131
	Iteration 47Q: 3 clusters Score -169499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169507.531250 Penalty: 2346.859131
	Iteration 48Q: 3 clusters Score -169507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169516.625000 Penalty: 2346.859131
	Iteration 49Q: 3 clusters Score -169516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -169527.140625 Penalty: 2346.859131
	Iteration 50Q: 3 clusters Score -169527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -169535.937500 Penalty: 2346.859131
	Iteration 51Q: 3 clusters Score -169535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169541.718750 Penalty: 2346.859131
	Iteration 52Q: 3 clusters Score -169541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -169545.062500 Penalty: 2346.859131
	Iteration 53Q: 3 clusters Score -169545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -169547.218750 Penalty: 2346.859131
	Iteration 54Q: 3 clusters Score -169547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -169550.046875 Penalty: 2346.859131
	Iteration 55Q: 3 clusters Score -169550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -169551.203125 Penalty: 2346.859131
	Iteration 56Q: 3 clusters Score -169551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169551.671875 Penalty: 2346.859131
	Iteration 57Q: 3 clusters Score -169551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169551.671875 Penalty: 2346.859131
	Iteration 58F: 3 clusters Score -169551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -55834.023438 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -55834.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54838.851562 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -54838.85 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55093.296875 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -55093.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55178.414062 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -55178.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55241.226562 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -55241.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55318.437500 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -55318.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55382.210938 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -55382.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55414.628906 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -55414.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55436.218750 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -55436.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55442.824219 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -55442.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55451.402344 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -55451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55452.226562 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -55452.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55453.027344 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -55453.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55453.027344 Penalty: 2011.185791
	Iteration 12F: 3 clusters Score -55453.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45033.800781 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -45033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44175.398438 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -44175.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44486.859375 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -44486.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44672.128906 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -44672.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44769.613281 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -44769.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44838.371094 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -44838.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44849.796875 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -44849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44861.144531 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -44861.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44869.398438 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -44869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44872.292969 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -44872.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44875.562500 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -44875.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44885.437500 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -44885.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44891.031250 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -44891.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44891.054688 Penalty: 1939.829956
	Iteration 12F: 3 clusters Score -44891.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44896.750000 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -44896.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44896.750000 Penalty: 1939.829956
	Iteration 14F: 3 clusters Score -44896.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -514368.437500 Penalty: 1351.993652
	Iteration 0F: 2 clusters Score -514368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -511007.500000 Penalty: 2703.987305
	Iteration 0F: 3 clusters Score -511007.5 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -511938.750000 Penalty: 2703.987305
	Iteration 1F: 3 clusters Score -511938.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -512188.906250 Penalty: 2703.987305
	Iteration 2F: 3 clusters Score -512188.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -512388.531250 Penalty: 2703.987305
	Iteration 3F: 3 clusters Score -512388.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -512580.031250 Penalty: 2703.987305
	Iteration 4F: 3 clusters Score -512580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -512729.843750 Penalty: 2703.987305
	Iteration 5F: 3 clusters Score -512729.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -512877.875000 Penalty: 2703.987305
	Iteration 6Q: 3 clusters Score -512877.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -513024.937500 Penalty: 2703.987305
	Iteration 7Q: 3 clusters Score -513024.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -513199.875000 Penalty: 2703.987305
	Iteration 8Q: 3 clusters Score -513199.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -513362.968750 Penalty: 2703.987305
	Iteration 9Q: 3 clusters Score -513363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -513499.781250 Penalty: 2703.987305
	Iteration 10Q: 3 clusters Score -513499.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -513598.343750 Penalty: 2703.987305
	Iteration 11Q: 3 clusters Score -513598.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -513669.218750 Penalty: 2703.987305
	Iteration 12Q: 3 clusters Score -513669.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -513722.343750 Penalty: 2703.987305
	Iteration 13Q: 3 clusters Score -513722.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -513785.593750 Penalty: 2703.987305
	Iteration 14Q: 3 clusters Score -513785.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -513835.718750 Penalty: 2703.987305
	Iteration 15Q: 3 clusters Score -513835.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -513866.468750 Penalty: 2703.987305
	Iteration 16Q: 3 clusters Score -513866.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -513898.281250 Penalty: 2703.987305
	Iteration 17Q: 3 clusters Score -513898.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -513936.718750 Penalty: 2703.987305
	Iteration 18Q: 3 clusters Score -513936.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -513979.531250 Penalty: 2703.987305
	Iteration 19Q: 3 clusters Score -513979.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -514016.625000 Penalty: 2703.987305
	Iteration 20F: 3 clusters Score -514016.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -514050.656250 Penalty: 2703.987305
	Iteration 21Q: 3 clusters Score -514050.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -514073.062500 Penalty: 2703.987305
	Iteration 22Q: 3 clusters Score -514073.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -514095.937500 Penalty: 2703.987305
	Iteration 23Q: 3 clusters Score -514095.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -514118.406250 Penalty: 2703.987305
	Iteration 24Q: 3 clusters Score -514118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -514137.656250 Penalty: 2703.987305
	Iteration 25Q: 3 clusters Score -514137.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -514149.593750 Penalty: 2703.987305
	Iteration 26Q: 3 clusters Score -514149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -514160.062500 Penalty: 2703.987305
	Iteration 27Q: 3 clusters Score -514160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -514169.468750 Penalty: 2703.987305
	Iteration 28Q: 3 clusters Score -514169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -514173.062500 Penalty: 2703.987305
	Iteration 29Q: 3 clusters Score -514173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -514174.250000 Penalty: 2703.987305
	Iteration 30Q: 3 clusters Score -514174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -514174.750000 Penalty: 2703.987305
	Iteration 31Q: 3 clusters Score -514174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -514175.937500 Penalty: 2703.987305
	Iteration 32Q: 3 clusters Score -514175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -514176.093750 Penalty: 2703.987305
	Iteration 33Q: 3 clusters Score -514176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -514176.875000 Penalty: 2703.987305
	Iteration 34Q: 3 clusters Score -514176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -514177.812500 Penalty: 2703.987305
	Iteration 35Q: 3 clusters Score -514177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -514178.343750 Penalty: 2703.987305
	Iteration 36Q: 3 clusters Score -514178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -514177.468750 Penalty: 2703.987305
	Iteration 37Q: 3 clusters Score -514177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -514178.781250 Penalty: 2703.987305
	Iteration 38Q: 3 clusters Score -514178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -514178.781250 Penalty: 2703.987305
	Iteration 39F: 3 clusters Score -514178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -19891.349609 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -19891.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19071.597656 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -19071.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19255.488281 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -19255.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19336.384766 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -19336.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19345.804688 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -19345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19366.550781 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -19366.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19402.677734 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -19402.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19423.837891 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -19423.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19437.527344 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -19437.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19468.039062 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -19468.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19487.222656 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -19487.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19497.464844 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -19497.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19502.111328 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -19502.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19502.111328 Penalty: 1900.092651
	Iteration 12F: 3 clusters Score -19502.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -70738.687500 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -70738.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69821.835938 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -69821.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69920.429688 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -69920.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69954.773438 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -69954.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69968.875000 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -69968.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69971.742188 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -69971.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69975.125000 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -69975.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69978.140625 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -69978.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69983.945312 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -69983.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69986.000000 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -69986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69986.000000 Penalty: 1938.163208
	Iteration 9F: 3 clusters Score -69986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -53114.843750 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -53114.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52125.949219 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -52125.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52415.523438 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -52415.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52600.375000 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -52600.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52715.652344 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -52715.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52830.332031 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -52830.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52955.164062 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -52955.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53021.906250 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -53021.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53071.191406 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -53071.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53084.039062 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -53084.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53094.449219 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -53094.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53096.015625 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -53096.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53098.117188 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -53098.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53098.117188 Penalty: 2006.480469
	Iteration 12F: 3 clusters Score -53098.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Entering Unmasked Estep 
Score: -1910892.625000 Penalty: 1561.459595
	Iteration 0F: 2 clusters Score -1910893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1900615.000000 Penalty: 3122.919189
	Iteration 0F: 3 clusters Score -1900615 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1904221.750000 Penalty: 3122.919189
	Iteration 1F: 3 clusters Score -1904222 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1904688.000000 Penalty: 3122.919189
	Iteration 2F: 3 clusters Score -1904688 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1905256.375000 Penalty: 3122.919189
	Iteration 3F: 3 clusters Score -1905256 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1905996.125000 Penalty: 3122.919189
	Iteration 4F: 3 clusters Score -1905996 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1906991.750000 Penalty: 3122.919189
	Iteration 5F: 3 clusters Score -1906992 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1908016.250000 Penalty: 3122.919189
	Iteration 6F: 3 clusters Score -1908016 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1908808.375000 Penalty: 3122.919189
	Iteration 7F: 3 clusters Score -1908808 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1909351.750000 Penalty: 3122.919189
	Iteration 8Q: 3 clusters Score -1909352 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1909773.250000 Penalty: 3122.919189
	Iteration 9Q: 3 clusters Score -1909773 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1910112.125000 Penalty: 3122.919189
	Iteration 10Q: 3 clusters Score -1910112 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1910356.250000 Penalty: 3122.919189
	Iteration 11Q: 3 clusters Score -1910356 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1910521.875000 Penalty: 3122.919189
	Iteration 12Q: 3 clusters Score -1910522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1910642.500000 Penalty: 3122.919189
	Iteration 13Q: 3 clusters Score -1910642 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1910726.375000 Penalty: 3122.919189
	Iteration 14Q: 3 clusters Score -1910726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1910773.125000 Penalty: 3122.919189
	Iteration 15Q: 3 clusters Score -1910773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1910791.000000 Penalty: 3122.919189
	Iteration 16Q: 3 clusters Score -1910791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1910803.500000 Penalty: 3122.919189
	Iteration 17Q: 3 clusters Score -1910804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1910812.750000 Penalty: 3122.919189
	Iteration 18Q: 3 clusters Score -1910813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1910820.125000 Penalty: 3122.919189
	Iteration 19Q: 3 clusters Score -1910820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1910820.500000 Penalty: 3122.919189
	Iteration 20F: 3 clusters Score -1910820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1910826.375000 Penalty: 3122.919189
	Iteration 21Q: 3 clusters Score -1910826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1910824.000000 Penalty: 3122.919189
	Iteration 22Q: 3 clusters Score -1910824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1910822.375000 Penalty: 3122.919189
	Iteration 23Q: 3 clusters Score -1910822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1910829.250000 Penalty: 3122.919189
	Iteration 24Q: 3 clusters Score -1910829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1910829.250000 Penalty: 3122.919189
	Iteration 25Q: 3 clusters Score -1910829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1910829.250000 Penalty: 3122.919189
	Iteration 26F: 3 clusters Score -1910829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Entering Unmasked Estep 
Score: -3380011.750000 Penalty: 1650.286133
	Iteration 0F: 2 clusters Score -3380012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3362620.250000 Penalty: 3300.572266
	Iteration 0F: 3 clusters Score -3362620 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3368984.500000 Penalty: 3300.572266
	Iteration 1F: 3 clusters Score -3368984 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3369368.500000 Penalty: 3300.572266
	Iteration 2Q: 3 clusters Score -3369368 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3369753.500000 Penalty: 3300.572266
	Iteration 3Q: 3 clusters Score -3369754 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3370170.250000 Penalty: 3300.572266
	Iteration 4Q: 3 clusters Score -3370170 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3370708.500000 Penalty: 3300.572266
	Iteration 5Q: 3 clusters Score -3370708 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3371392.500000 Penalty: 3300.572266
	Iteration 6F: 3 clusters Score -3371392 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3372381.250000 Penalty: 3300.572266
	Iteration 7F: 3 clusters Score -3372381 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3373693.500000 Penalty: 3300.572266
	Iteration 8F: 3 clusters Score -3373694 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3375188.500000 Penalty: 3300.572266
	Iteration 9F: 3 clusters Score -3375188 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3376376.000000 Penalty: 3300.572266
	Iteration 10F: 3 clusters Score -3376376 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -3377193.250000 Penalty: 3300.572266
	Iteration 11Q: 3 clusters Score -3377193 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3377660.500000 Penalty: 3300.572266
	Iteration 12Q: 3 clusters Score -3377660 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3377910.500000 Penalty: 3300.572266
	Iteration 13Q: 3 clusters Score -3377910 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3378078.000000 Penalty: 3300.572266
	Iteration 14Q: 3 clusters Score -3378078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3378204.500000 Penalty: 3300.572266
	Iteration 15Q: 3 clusters Score -3378204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3378306.750000 Penalty: 3300.572266
	Iteration 16Q: 3 clusters Score -3378307 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3378399.000000 Penalty: 3300.572266
	Iteration 17Q: 3 clusters Score -3378399 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3378460.500000 Penalty: 3300.572266
	Iteration 18Q: 3 clusters Score -3378460 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3378531.250000 Penalty: 3300.572266
	Iteration 19Q: 3 clusters Score -3378531 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3378599.500000 Penalty: 3300.572266
	Iteration 20F: 3 clusters Score -3378600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3378649.750000 Penalty: 3300.572266
	Iteration 21Q: 3 clusters Score -3378650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3378683.500000 Penalty: 3300.572266
	Iteration 22Q: 3 clusters Score -3378684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3378723.500000 Penalty: 3300.572266
	Iteration 23Q: 3 clusters Score -3378724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3378750.750000 Penalty: 3300.572266
	Iteration 24Q: 3 clusters Score -3378751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3378776.000000 Penalty: 3300.572266
	Iteration 25Q: 3 clusters Score -3378776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3378788.000000 Penalty: 3300.572266
	Iteration 26Q: 3 clusters Score -3378788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3378802.500000 Penalty: 3300.572266
	Iteration 27Q: 3 clusters Score -3378802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3378811.500000 Penalty: 3300.572266
	Iteration 28Q: 3 clusters Score -3378812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3378819.000000 Penalty: 3300.572266
	Iteration 29Q: 3 clusters Score -3378819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3378834.500000 Penalty: 3300.572266
	Iteration 30Q: 3 clusters Score -3378834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3378848.250000 Penalty: 3300.572266
	Iteration 31Q: 3 clusters Score -3378848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3378869.000000 Penalty: 3300.572266
	Iteration 32Q: 3 clusters Score -3378869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3378877.500000 Penalty: 3300.572266
	Iteration 33Q: 3 clusters Score -3378878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3378882.500000 Penalty: 3300.572266
	Iteration 34Q: 3 clusters Score -3378882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3378883.250000 Penalty: 3300.572266
	Iteration 35Q: 3 clusters Score -3378883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3378885.000000 Penalty: 3300.572266
	Iteration 36Q: 3 clusters Score -3378885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3378884.500000 Penalty: 3300.572266
	Iteration 37Q: 3 clusters Score -3378884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3378887.250000 Penalty: 3300.572266
	Iteration 38Q: 3 clusters Score -3378887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3378884.000000 Penalty: 3300.572266
	Iteration 39Q: 3 clusters Score -3378884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3378886.500000 Penalty: 3300.572266
	Iteration 40F: 3 clusters Score -3378886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3378885.250000 Penalty: 3300.572266
	Iteration 41Q: 3 clusters Score -3378885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3378885.250000 Penalty: 3300.572266
	Iteration 42F: 3 clusters Score -3378885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34675.398438 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33736.039062 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33736.04 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34005.281250 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34005.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34119.941406 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34119.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34197.968750 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -34197.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34266.535156 Penalty: 1995.462402
	Iteration 4F: 3 clusters Score -34266.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34338.113281 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34338.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34400.453125 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34400.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34480.558594 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34480.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34511.640625 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34511.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34537.488281 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34537.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34560.011719 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34560.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34576.113281 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34576.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34585.464844 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -34585.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34602.015625 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -34602.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34621.816406 Penalty: 1995.462402
	Iteration 14Q: 3 clusters Score -34621.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34632.335938 Penalty: 1995.462402
	Iteration 15Q: 3 clusters Score -34632.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34653.296875 Penalty: 1995.462402
	Iteration 16Q: 3 clusters Score -34653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34661.203125 Penalty: 1995.462402
	Iteration 17Q: 3 clusters Score -34661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34664.507812 Penalty: 1995.462402
	Iteration 18Q: 3 clusters Score -34664.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34665.937500 Penalty: 1995.462402
	Iteration 19Q: 3 clusters Score -34665.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34667.675781 Penalty: 1995.462402
	Iteration 20F: 3 clusters Score -34667.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34682.707031 Penalty: 1995.462402
	Iteration 21Q: 3 clusters Score -34682.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34682.707031 Penalty: 1995.462402
	Iteration 22F: 3 clusters Score -34682.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 25735 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31911 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 15380 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4159 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42326 members 
Mstep: Class 37 contains 48128 members 
Mstep: Class 38 contains 38362 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16131 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9585 members 
Mstep: Class 48 contains 69196 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12826 members 
Mstep: Class 51 contains 59493 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 71613 members 
Mstep: Class 54 contains 252 members 
Entering Unmasked Estep 
Score: -85990056.000000 Penalty: 117608.460938
Splitting cluster 12 changes total score from -85991336.000000 to -85990056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -2056106.000000 Penalty: 1566.950439
	Iteration 0F: 2 clusters Score -2056106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2045431.125000 Penalty: 3133.900879
	Iteration 0F: 3 clusters Score -2045431 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2049195.125000 Penalty: 3133.900879
	Iteration 1F: 3 clusters Score -2049195 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2049576.875000 Penalty: 3133.900879
	Iteration 2F: 3 clusters Score -2049577 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2049980.250000 Penalty: 3133.900879
	Iteration 3F: 3 clusters Score -2049980 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2050446.125000 Penalty: 3133.900879
	Iteration 4Q: 3 clusters Score -2050446 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2050946.750000 Penalty: 3133.900879
	Iteration 5Q: 3 clusters Score -2050947 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2051495.375000 Penalty: 3133.900879
	Iteration 6F: 3 clusters Score -2051495 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2052099.375000 Penalty: 3133.900879
	Iteration 7F: 3 clusters Score -2052099 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2052643.500000 Penalty: 3133.900879
	Iteration 8F: 3 clusters Score -2052644 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2053100.500000 Penalty: 3133.900879
	Iteration 9Q: 3 clusters Score -2053100 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2053391.375000 Penalty: 3133.900879
	Iteration 10Q: 3 clusters Score -2053391 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2053562.625000 Penalty: 3133.900879
	Iteration 11Q: 3 clusters Score -2053563 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2053667.500000 Penalty: 3133.900879
	Iteration 12Q: 3 clusters Score -2053668 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2053733.125000 Penalty: 3133.900879
	Iteration 13Q: 3 clusters Score -2053733 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2053794.000000 Penalty: 3133.900879
	Iteration 14Q: 3 clusters Score -2053794 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2053846.000000 Penalty: 3133.900879
	Iteration 15Q: 3 clusters Score -2053846 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2053891.125000 Penalty: 3133.900879
	Iteration 16Q: 3 clusters Score -2053891 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2053945.875000 Penalty: 3133.900879
	Iteration 17Q: 3 clusters Score -2053946 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2053991.250000 Penalty: 3133.900879
	Iteration 18Q: 3 clusters Score -2053991 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2054041.750000 Penalty: 3133.900879
	Iteration 19Q: 3 clusters Score -2054042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2054085.625000 Penalty: 3133.900879
	Iteration 20F: 3 clusters Score -2054086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2054120.500000 Penalty: 3133.900879
	Iteration 21Q: 3 clusters Score -2054120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2054165.750000 Penalty: 3133.900879
	Iteration 22Q: 3 clusters Score -2054166 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2054207.875000 Penalty: 3133.900879
	Iteration 23Q: 3 clusters Score -2054208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2054260.875000 Penalty: 3133.900879
	Iteration 24Q: 3 clusters Score -2054261 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2054299.375000 Penalty: 3133.900879
	Iteration 25Q: 3 clusters Score -2054299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2054340.250000 Penalty: 3133.900879
	Iteration 26Q: 3 clusters Score -2054340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2054376.625000 Penalty: 3133.900879
	Iteration 27Q: 3 clusters Score -2054377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2054405.625000 Penalty: 3133.900879
	Iteration 28Q: 3 clusters Score -2054406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2054437.125000 Penalty: 3133.900879
	Iteration 29Q: 3 clusters Score -2054437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2054468.375000 Penalty: 3133.900879
	Iteration 30Q: 3 clusters Score -2054468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2054502.500000 Penalty: 3133.900879
	Iteration 31Q: 3 clusters Score -2054502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2054525.375000 Penalty: 3133.900879
	Iteration 32Q: 3 clusters Score -2054525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2054530.250000 Penalty: 3133.900879
	Iteration 33Q: 3 clusters Score -2054530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2054543.250000 Penalty: 3133.900879
	Iteration 34Q: 3 clusters Score -2054543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2054554.125000 Penalty: 3133.900879
	Iteration 35Q: 3 clusters Score -2054554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2054566.625000 Penalty: 3133.900879
	Iteration 36Q: 3 clusters Score -2054567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2054572.250000 Penalty: 3133.900879
	Iteration 37Q: 3 clusters Score -2054572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2054578.750000 Penalty: 3133.900879
	Iteration 38Q: 3 clusters Score -2054579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2054582.750000 Penalty: 3133.900879
	Iteration 39Q: 3 clusters Score -2054583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2054590.375000 Penalty: 3133.900879
	Iteration 40F: 3 clusters Score -2054590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2054603.000000 Penalty: 3133.900879
	Iteration 41Q: 3 clusters Score -2054603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2054602.875000 Penalty: 3133.900879
	Iteration 42Q: 3 clusters Score -2054603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2054607.750000 Penalty: 3133.900879
	Iteration 43Q: 3 clusters Score -2054608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2054618.500000 Penalty: 3133.900879
	Iteration 44Q: 3 clusters Score -2054618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2054620.500000 Penalty: 3133.900879
	Iteration 45Q: 3 clusters Score -2054620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2054624.125000 Penalty: 3133.900879
	Iteration 46Q: 3 clusters Score -2054624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2054632.000000 Penalty: 3133.900879
	Iteration 47Q: 3 clusters Score -2054632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2054637.250000 Penalty: 3133.900879
	Iteration 48Q: 3 clusters Score -2054637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2054635.875000 Penalty: 3133.900879
	Iteration 49Q: 3 clusters Score -2054636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2054643.250000 Penalty: 3133.900879
	Iteration 50Q: 3 clusters Score -2054643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2054645.375000 Penalty: 3133.900879
	Iteration 51Q: 3 clusters Score -2054645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2054650.000000 Penalty: 3133.900879
	Iteration 52Q: 3 clusters Score -2054650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2054652.500000 Penalty: 3133.900879
	Iteration 53Q: 3 clusters Score -2054652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2054653.875000 Penalty: 3133.900879
	Iteration 54Q: 3 clusters Score -2054654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2054654.000000 Penalty: 3133.900879
	Iteration 55Q: 3 clusters Score -2054654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2054658.625000 Penalty: 3133.900879
	Iteration 56Q: 3 clusters Score -2054659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2054654.500000 Penalty: 3133.900879
	Iteration 57Q: 3 clusters Score -2054654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2054656.750000 Penalty: 3133.900879
	Iteration 58Q: 3 clusters Score -2054657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2054658.000000 Penalty: 3133.900879
	Iteration 59Q: 3 clusters Score -2054658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2054663.250000 Penalty: 3133.900879
	Iteration 60F: 3 clusters Score -2054663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2054666.250000 Penalty: 3133.900879
	Iteration 61Q: 3 clusters Score -2054666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2054671.750000 Penalty: 3133.900879
	Iteration 62Q: 3 clusters Score -2054672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2054672.750000 Penalty: 3133.900879
	Iteration 63Q: 3 clusters Score -2054673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2054672.500000 Penalty: 3133.900879
	Iteration 64Q: 3 clusters Score -2054672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2054672.000000 Penalty: 3133.900879
	Iteration 65Q: 3 clusters Score -2054672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2054677.250000 Penalty: 3133.900879
	Iteration 66Q: 3 clusters Score -2054677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2054683.250000 Penalty: 3133.900879
	Iteration 67Q: 3 clusters Score -2054683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2054680.750000 Penalty: 3133.900879
	Iteration 68Q: 3 clusters Score -2054681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2054686.750000 Penalty: 3133.900879
	Iteration 69Q: 3 clusters Score -2054687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2054693.500000 Penalty: 3133.900879
	Iteration 70Q: 3 clusters Score -2054694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2054693.250000 Penalty: 3133.900879
	Iteration 71Q: 3 clusters Score -2054693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2054690.125000 Penalty: 3133.900879
	Iteration 72Q: 3 clusters Score -2054690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2054691.250000 Penalty: 3133.900879
	Iteration 73Q: 3 clusters Score -2054691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2054697.875000 Penalty: 3133.900879
	Iteration 74Q: 3 clusters Score -2054698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2054700.375000 Penalty: 3133.900879
	Iteration 75Q: 3 clusters Score -2054700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2054700.625000 Penalty: 3133.900879
	Iteration 76Q: 3 clusters Score -2054701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2054698.375000 Penalty: 3133.900879
	Iteration 77Q: 3 clusters Score -2054698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2054698.875000 Penalty: 3133.900879
	Iteration 78Q: 3 clusters Score -2054699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2054698.000000 Penalty: 3133.900879
	Iteration 79Q: 3 clusters Score -2054698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2054698.500000 Penalty: 3133.900879
	Iteration 80F: 3 clusters Score -2054698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2054701.750000 Penalty: 3133.900879
	Iteration 81Q: 3 clusters Score -2054702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2054702.625000 Penalty: 3133.900879
	Iteration 82Q: 3 clusters Score -2054703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2054704.625000 Penalty: 3133.900879
	Iteration 83Q: 3 clusters Score -2054705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2054702.875000 Penalty: 3133.900879
	Iteration 84Q: 3 clusters Score -2054703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2054707.000000 Penalty: 3133.900879
	Iteration 85Q: 3 clusters Score -2054707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2054706.250000 Penalty: 3133.900879
	Iteration 86Q: 3 clusters Score -2054706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2054705.125000 Penalty: 3133.900879
	Iteration 87Q: 3 clusters Score -2054705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2054710.250000 Penalty: 3133.900879
	Iteration 88Q: 3 clusters Score -2054710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2054710.625000 Penalty: 3133.900879
	Iteration 89Q: 3 clusters Score -2054711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2054712.125000 Penalty: 3133.900879
	Iteration 90Q: 3 clusters Score -2054712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2054716.750000 Penalty: 3133.900879
	Iteration 91Q: 3 clusters Score -2054717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2054720.875000 Penalty: 3133.900879
	Iteration 92Q: 3 clusters Score -2054721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2054724.750000 Penalty: 3133.900879
	Iteration 93Q: 3 clusters Score -2054725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2054727.250000 Penalty: 3133.900879
	Iteration 94Q: 3 clusters Score -2054727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2054727.625000 Penalty: 3133.900879
	Iteration 95Q: 3 clusters Score -2054728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2054726.875000 Penalty: 3133.900879
	Iteration 96Q: 3 clusters Score -2054727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2054727.125000 Penalty: 3133.900879
	Iteration 97Q: 3 clusters Score -2054727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2054732.625000 Penalty: 3133.900879
	Iteration 98Q: 3 clusters Score -2054733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2054730.250000 Penalty: 3133.900879
	Iteration 99Q: 3 clusters Score -2054730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2054730.500000 Penalty: 3133.900879
	Iteration 100F: 3 clusters Score -2054730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2054728.000000 Penalty: 3133.900879
	Iteration 101Q: 3 clusters Score -2054728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2054729.625000 Penalty: 3133.900879
	Iteration 102Q: 3 clusters Score -2054730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2054735.625000 Penalty: 3133.900879
	Iteration 103Q: 3 clusters Score -2054736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2054737.625000 Penalty: 3133.900879
	Iteration 104Q: 3 clusters Score -2054738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2054740.500000 Penalty: 3133.900879
	Iteration 105Q: 3 clusters Score -2054740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2054738.500000 Penalty: 3133.900879
	Iteration 106Q: 3 clusters Score -2054738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2054742.000000 Penalty: 3133.900879
	Iteration 107Q: 3 clusters Score -2054742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2054739.750000 Penalty: 3133.900879
	Iteration 108Q: 3 clusters Score -2054740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2054739.750000 Penalty: 3133.900879
	Iteration 109Q: 3 clusters Score -2054740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2054740.875000 Penalty: 3133.900879
	Iteration 110Q: 3 clusters Score -2054741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2054744.750000 Penalty: 3133.900879
	Iteration 111Q: 3 clusters Score -2054745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2054748.500000 Penalty: 3133.900879
	Iteration 112Q: 3 clusters Score -2054748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2054746.625000 Penalty: 3133.900879
	Iteration 113Q: 3 clusters Score -2054747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2054750.625000 Penalty: 3133.900879
	Iteration 114Q: 3 clusters Score -2054751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2054749.000000 Penalty: 3133.900879
	Iteration 115Q: 3 clusters Score -2054749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2054745.875000 Penalty: 3133.900879
	Iteration 116Q: 3 clusters Score -2054746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2054745.125000 Penalty: 3133.900879
	Iteration 117Q: 3 clusters Score -2054745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2054745.125000 Penalty: 3133.900879
	Iteration 118F: 3 clusters Score -2054745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -46293.859375 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -46293.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45398.378906 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -45398.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45759.566406 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -45759.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45884.050781 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -45884.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45930.386719 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -45930.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45947.484375 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -45947.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45972.730469 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -45972.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45981.343750 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -45981.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46006.765625 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -46006.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46009.574219 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -46009.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46009.574219 Penalty: 1996.162109
	Iteration 9F: 3 clusters Score -46009.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Entering Unmasked Estep 
Score: -4266383.500000 Penalty: 1685.239624
	Iteration 0F: 2 clusters Score -4266384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4245171.500000 Penalty: 3370.479248
	Iteration 0F: 3 clusters Score -4245172 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4253071.000000 Penalty: 3370.479248
	Iteration 1F: 3 clusters Score -4253071 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4253407.500000 Penalty: 3370.479248
	Iteration 2Q: 3 clusters Score -4253408 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4253731.000000 Penalty: 3370.479248
	Iteration 3Q: 3 clusters Score -4253731 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4254036.000000 Penalty: 3370.479248
	Iteration 4Q: 3 clusters Score -4254036 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4254337.000000 Penalty: 3370.479248
	Iteration 5Q: 3 clusters Score -4254337 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4254665.500000 Penalty: 3370.479248
	Iteration 6Q: 3 clusters Score -4254666 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4255066.500000 Penalty: 3370.479248
	Iteration 7Q: 3 clusters Score -4255066 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4255578.000000 Penalty: 3370.479248
	Iteration 8Q: 3 clusters Score -4255578 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4256275.500000 Penalty: 3370.479248
	Iteration 9Q: 3 clusters Score -4256276 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4257165.500000 Penalty: 3370.479248
	Iteration 10Q: 3 clusters Score -4257166 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4258277.000000 Penalty: 3370.479248
	Iteration 11F: 3 clusters Score -4258277 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4259464.000000 Penalty: 3370.479248
	Iteration 12F: 3 clusters Score -4259464 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4260479.500000 Penalty: 3370.479248
	Iteration 13Q: 3 clusters Score -4260480 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4261219.500000 Penalty: 3370.479248
	Iteration 14Q: 3 clusters Score -4261220 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4261793.500000 Penalty: 3370.479248
	Iteration 15Q: 3 clusters Score -4261794 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4262268.500000 Penalty: 3370.479248
	Iteration 16Q: 3 clusters Score -4262268 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4262704.000000 Penalty: 3370.479248
	Iteration 17Q: 3 clusters Score -4262704 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4263091.500000 Penalty: 3370.479248
	Iteration 18Q: 3 clusters Score -4263092 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4263394.500000 Penalty: 3370.479248
	Iteration 19Q: 3 clusters Score -4263394 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4263602.500000 Penalty: 3370.479248
	Iteration 20F: 3 clusters Score -4263602 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -4263717.500000 Penalty: 3370.479248
	Iteration 21Q: 3 clusters Score -4263718 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4263825.500000 Penalty: 3370.479248
	Iteration 22Q: 3 clusters Score -4263826 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4263888.500000 Penalty: 3370.479248
	Iteration 23Q: 3 clusters Score -4263888 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4263920.500000 Penalty: 3370.479248
	Iteration 24Q: 3 clusters Score -4263920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4263940.500000 Penalty: 3370.479248
	Iteration 25Q: 3 clusters Score -4263940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4263959.000000 Penalty: 3370.479248
	Iteration 26Q: 3 clusters Score -4263959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4263972.500000 Penalty: 3370.479248
	Iteration 27Q: 3 clusters Score -4263972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4263988.500000 Penalty: 3370.479248
	Iteration 28Q: 3 clusters Score -4263988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4263994.500000 Penalty: 3370.479248
	Iteration 29Q: 3 clusters Score -4263994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4264007.000000 Penalty: 3370.479248
	Iteration 30Q: 3 clusters Score -4264007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4263998.500000 Penalty: 3370.479248
	Iteration 31Q: 3 clusters Score -4263998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4264004.500000 Penalty: 3370.479248
	Iteration 32Q: 3 clusters Score -4264004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4264006.500000 Penalty: 3370.479248
	Iteration 33Q: 3 clusters Score -4264006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4264004.000000 Penalty: 3370.479248
	Iteration 34Q: 3 clusters Score -4264004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4264009.000000 Penalty: 3370.479248
	Iteration 35Q: 3 clusters Score -4264009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4264011.500000 Penalty: 3370.479248
	Iteration 36Q: 3 clusters Score -4264012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4264018.500000 Penalty: 3370.479248
	Iteration 37Q: 3 clusters Score -4264018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4264021.000000 Penalty: 3370.479248
	Iteration 38Q: 3 clusters Score -4264021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4264021.000000 Penalty: 3370.479248
	Iteration 39Q: 3 clusters Score -4264021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4264016.500000 Penalty: 3370.479248
	Iteration 40F: 3 clusters Score -4264016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4264019.500000 Penalty: 3370.479248
	Iteration 41Q: 3 clusters Score -4264020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4264013.000000 Penalty: 3370.479248
	Iteration 42Q: 3 clusters Score -4264013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4264019.500000 Penalty: 3370.479248
	Iteration 43Q: 3 clusters Score -4264020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4264025.500000 Penalty: 3370.479248
	Iteration 44Q: 3 clusters Score -4264026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4264026.500000 Penalty: 3370.479248
	Iteration 45Q: 3 clusters Score -4264026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -4264030.000000 Penalty: 3370.479248
	Iteration 46Q: 3 clusters Score -4264030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4264019.000000 Penalty: 3370.479248
	Iteration 47Q: 3 clusters Score -4264019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -4264020.000000 Penalty: 3370.479248
	Iteration 48Q: 3 clusters Score -4264020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4264021.500000 Penalty: 3370.479248
	Iteration 49Q: 3 clusters Score -4264022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4264021.000000 Penalty: 3370.479248
	Iteration 50Q: 3 clusters Score -4264021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4264013.000000 Penalty: 3370.479248
	Iteration 51Q: 3 clusters Score -4264013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4264013.500000 Penalty: 3370.479248
	Iteration 52Q: 3 clusters Score -4264014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4264018.500000 Penalty: 3370.479248
	Iteration 53Q: 3 clusters Score -4264018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4264022.500000 Penalty: 3370.479248
	Iteration 54Q: 3 clusters Score -4264022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4264020.000000 Penalty: 3370.479248
	Iteration 55Q: 3 clusters Score -4264020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -4264017.500000 Penalty: 3370.479248
	Iteration 56Q: 3 clusters Score -4264018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4264020.000000 Penalty: 3370.479248
	Iteration 57Q: 3 clusters Score -4264020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4264025.000000 Penalty: 3370.479248
	Iteration 58Q: 3 clusters Score -4264025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4264028.000000 Penalty: 3370.479248
	Iteration 59Q: 3 clusters Score -4264028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -4264028.500000 Penalty: 3370.479248
	Iteration 60F: 3 clusters Score -4264028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4264031.000000 Penalty: 3370.479248
	Iteration 61Q: 3 clusters Score -4264031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4264034.000000 Penalty: 3370.479248
	Iteration 62Q: 3 clusters Score -4264034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4264031.500000 Penalty: 3370.479248
	Iteration 63Q: 3 clusters Score -4264032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4264024.000000 Penalty: 3370.479248
	Iteration 64Q: 3 clusters Score -4264024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4264019.000000 Penalty: 3370.479248
	Iteration 65Q: 3 clusters Score -4264019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4264027.500000 Penalty: 3370.479248
	Iteration 66Q: 3 clusters Score -4264028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4264039.500000 Penalty: 3370.479248
	Iteration 67Q: 3 clusters Score -4264040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4264034.500000 Penalty: 3370.479248
	Iteration 68Q: 3 clusters Score -4264034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4264041.500000 Penalty: 3370.479248
	Iteration 69Q: 3 clusters Score -4264042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4264049.000000 Penalty: 3370.479248
	Iteration 70Q: 3 clusters Score -4264049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -4264037.000000 Penalty: 3370.479248
	Iteration 71Q: 3 clusters Score -4264037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4264043.500000 Penalty: 3370.479248
	Iteration 72Q: 3 clusters Score -4264044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4264041.500000 Penalty: 3370.479248
	Iteration 73Q: 3 clusters Score -4264042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4264043.500000 Penalty: 3370.479248
	Iteration 74Q: 3 clusters Score -4264044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4264051.000000 Penalty: 3370.479248
	Iteration 75Q: 3 clusters Score -4264051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4264051.000000 Penalty: 3370.479248
	Iteration 76Q: 3 clusters Score -4264051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4264054.000000 Penalty: 3370.479248
	Iteration 77Q: 3 clusters Score -4264054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4264052.500000 Penalty: 3370.479248
	Iteration 78Q: 3 clusters Score -4264052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4264055.000000 Penalty: 3370.479248
	Iteration 79Q: 3 clusters Score -4264055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4264050.000000 Penalty: 3370.479248
	Iteration 80F: 3 clusters Score -4264050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4264050.000000 Penalty: 3370.479248
	Iteration 81Q: 3 clusters Score -4264050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4264053.000000 Penalty: 3370.479248
	Iteration 82Q: 3 clusters Score -4264053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4264052.000000 Penalty: 3370.479248
	Iteration 83Q: 3 clusters Score -4264052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -4264049.000000 Penalty: 3370.479248
	Iteration 84Q: 3 clusters Score -4264049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4264045.000000 Penalty: 3370.479248
	Iteration 85Q: 3 clusters Score -4264045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4264045.500000 Penalty: 3370.479248
	Iteration 86Q: 3 clusters Score -4264046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4264043.500000 Penalty: 3370.479248
	Iteration 87Q: 3 clusters Score -4264044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4264051.000000 Penalty: 3370.479248
	Iteration 88Q: 3 clusters Score -4264051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4264050.500000 Penalty: 3370.479248
	Iteration 89Q: 3 clusters Score -4264050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4264057.500000 Penalty: 3370.479248
	Iteration 90Q: 3 clusters Score -4264058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -4264053.000000 Penalty: 3370.479248
	Iteration 91Q: 3 clusters Score -4264053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -4264064.500000 Penalty: 3370.479248
	Iteration 92Q: 3 clusters Score -4264064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -4264060.500000 Penalty: 3370.479248
	Iteration 93Q: 3 clusters Score -4264060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -4264064.000000 Penalty: 3370.479248
	Iteration 94Q: 3 clusters Score -4264064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4264061.000000 Penalty: 3370.479248
	Iteration 95Q: 3 clusters Score -4264061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4264062.000000 Penalty: 3370.479248
	Iteration 96Q: 3 clusters Score -4264062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4264067.000000 Penalty: 3370.479248
	Iteration 97Q: 3 clusters Score -4264067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4264078.500000 Penalty: 3370.479248
	Iteration 98Q: 3 clusters Score -4264078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4264078.500000 Penalty: 3370.479248
	Iteration 99Q: 3 clusters Score -4264078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4264080.500000 Penalty: 3370.479248
	Iteration 100F: 3 clusters Score -4264080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4264079.000000 Penalty: 3370.479248
	Iteration 101Q: 3 clusters Score -4264079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4264079.500000 Penalty: 3370.479248
	Iteration 102Q: 3 clusters Score -4264080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4264078.500000 Penalty: 3370.479248
	Iteration 103Q: 3 clusters Score -4264078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -4264071.500000 Penalty: 3370.479248
	Iteration 104Q: 3 clusters Score -4264072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4264076.000000 Penalty: 3370.479248
	Iteration 105Q: 3 clusters Score -4264076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4264076.500000 Penalty: 3370.479248
	Iteration 106Q: 3 clusters Score -4264076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4264067.500000 Penalty: 3370.479248
	Iteration 107Q: 3 clusters Score -4264068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4264083.500000 Penalty: 3370.479248
	Iteration 108Q: 3 clusters Score -4264084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4264078.500000 Penalty: 3370.479248
	Iteration 109Q: 3 clusters Score -4264078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4264079.500000 Penalty: 3370.479248
	Iteration 110Q: 3 clusters Score -4264080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4264086.000000 Penalty: 3370.479248
	Iteration 111Q: 3 clusters Score -4264086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4264091.000000 Penalty: 3370.479248
	Iteration 112Q: 3 clusters Score -4264091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4264091.500000 Penalty: 3370.479248
	Iteration 113Q: 3 clusters Score -4264092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -4264087.000000 Penalty: 3370.479248
	Iteration 114Q: 3 clusters Score -4264087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4264091.500000 Penalty: 3370.479248
	Iteration 115Q: 3 clusters Score -4264092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4264086.500000 Penalty: 3370.479248
	Iteration 116Q: 3 clusters Score -4264086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4264088.500000 Penalty: 3370.479248
	Iteration 117Q: 3 clusters Score -4264088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4264087.500000 Penalty: 3370.479248
	Iteration 118Q: 3 clusters Score -4264088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4264084.000000 Penalty: 3370.479248
	Iteration 119Q: 3 clusters Score -4264084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4264082.000000 Penalty: 3370.479248
	Iteration 120F: 3 clusters Score -4264082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -4264088.500000 Penalty: 3370.479248
	Iteration 121Q: 3 clusters Score -4264088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4264085.500000 Penalty: 3370.479248
	Iteration 122Q: 3 clusters Score -4264086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4264085.500000 Penalty: 3370.479248
	Iteration 123Q: 3 clusters Score -4264086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4264100.500000 Penalty: 3370.479248
	Iteration 124Q: 3 clusters Score -4264100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -4264097.500000 Penalty: 3370.479248
	Iteration 125Q: 3 clusters Score -4264098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -4264104.500000 Penalty: 3370.479248
	Iteration 126Q: 3 clusters Score -4264104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4264106.500000 Penalty: 3370.479248
	Iteration 127Q: 3 clusters Score -4264106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4264105.000000 Penalty: 3370.479248
	Iteration 128Q: 3 clusters Score -4264105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4264109.500000 Penalty: 3370.479248
	Iteration 129Q: 3 clusters Score -4264110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4264110.500000 Penalty: 3370.479248
	Iteration 130Q: 3 clusters Score -4264110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4264111.000000 Penalty: 3370.479248
	Iteration 131Q: 3 clusters Score -4264111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4264103.000000 Penalty: 3370.479248
	Iteration 132Q: 3 clusters Score -4264103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4264113.000000 Penalty: 3370.479248
	Iteration 133Q: 3 clusters Score -4264113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4264118.000000 Penalty: 3370.479248
	Iteration 134Q: 3 clusters Score -4264118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4264117.000000 Penalty: 3370.479248
	Iteration 135Q: 3 clusters Score -4264117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4264116.000000 Penalty: 3370.479248
	Iteration 136Q: 3 clusters Score -4264116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4264110.500000 Penalty: 3370.479248
	Iteration 137Q: 3 clusters Score -4264110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4264110.500000 Penalty: 3370.479248
	Iteration 138Q: 3 clusters Score -4264110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4264117.500000 Penalty: 3370.479248
	Iteration 139Q: 3 clusters Score -4264118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4264114.000000 Penalty: 3370.479248
	Iteration 140F: 3 clusters Score -4264114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4264119.000000 Penalty: 3370.479248
	Iteration 141Q: 3 clusters Score -4264119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4264112.000000 Penalty: 3370.479248
	Iteration 142Q: 3 clusters Score -4264112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4264121.000000 Penalty: 3370.479248
	Iteration 143Q: 3 clusters Score -4264121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4264115.500000 Penalty: 3370.479248
	Iteration 144Q: 3 clusters Score -4264116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4264114.500000 Penalty: 3370.479248
	Iteration 145Q: 3 clusters Score -4264114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4264125.500000 Penalty: 3370.479248
	Iteration 146Q: 3 clusters Score -4264126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4264126.000000 Penalty: 3370.479248
	Iteration 147Q: 3 clusters Score -4264126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4264124.000000 Penalty: 3370.479248
	Iteration 148Q: 3 clusters Score -4264124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -4264127.500000 Penalty: 3370.479248
	Iteration 149Q: 3 clusters Score -4264128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4264123.000000 Penalty: 3370.479248
	Iteration 150Q: 3 clusters Score -4264123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4264125.000000 Penalty: 3370.479248
	Iteration 151Q: 3 clusters Score -4264125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4264126.000000 Penalty: 3370.479248
	Iteration 152Q: 3 clusters Score -4264126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4264128.000000 Penalty: 3370.479248
	Iteration 153Q: 3 clusters Score -4264128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4264122.000000 Penalty: 3370.479248
	Iteration 154Q: 3 clusters Score -4264122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4264128.000000 Penalty: 3370.479248
	Iteration 155Q: 3 clusters Score -4264128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4264128.500000 Penalty: 3370.479248
	Iteration 156Q: 3 clusters Score -4264128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4264124.500000 Penalty: 3370.479248
	Iteration 157Q: 3 clusters Score -4264124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4264128.500000 Penalty: 3370.479248
	Iteration 158Q: 3 clusters Score -4264128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4264135.000000 Penalty: 3370.479248
	Iteration 159Q: 3 clusters Score -4264135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4264131.500000 Penalty: 3370.479248
	Iteration 160F: 3 clusters Score -4264132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4264132.000000 Penalty: 3370.479248
	Iteration 161Q: 3 clusters Score -4264132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4264130.500000 Penalty: 3370.479248
	Iteration 162Q: 3 clusters Score -4264130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -4264132.000000 Penalty: 3370.479248
	Iteration 163Q: 3 clusters Score -4264132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4264136.500000 Penalty: 3370.479248
	Iteration 164Q: 3 clusters Score -4264136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4264130.500000 Penalty: 3370.479248
	Iteration 165Q: 3 clusters Score -4264130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4264127.500000 Penalty: 3370.479248
	Iteration 166Q: 3 clusters Score -4264128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -4264132.000000 Penalty: 3370.479248
	Iteration 167Q: 3 clusters Score -4264132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4264138.500000 Penalty: 3370.479248
	Iteration 168Q: 3 clusters Score -4264138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4264142.500000 Penalty: 3370.479248
	Iteration 169Q: 3 clusters Score -4264142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4264142.000000 Penalty: 3370.479248
	Iteration 170Q: 3 clusters Score -4264142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4264149.000000 Penalty: 3370.479248
	Iteration 171Q: 3 clusters Score -4264149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -4264147.500000 Penalty: 3370.479248
	Iteration 172Q: 3 clusters Score -4264148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4264148.500000 Penalty: 3370.479248
	Iteration 173Q: 3 clusters Score -4264148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4264152.500000 Penalty: 3370.479248
	Iteration 174Q: 3 clusters Score -4264152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4264149.500000 Penalty: 3370.479248
	Iteration 175Q: 3 clusters Score -4264150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4264148.000000 Penalty: 3370.479248
	Iteration 176Q: 3 clusters Score -4264148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4264155.000000 Penalty: 3370.479248
	Iteration 177Q: 3 clusters Score -4264155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4264152.000000 Penalty: 3370.479248
	Iteration 178Q: 3 clusters Score -4264152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4264152.000000 Penalty: 3370.479248
	Iteration 179F: 3 clusters Score -4264152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -64303.671875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -64303.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63278.750000 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -63278.75 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63456.089844 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -63456.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63528.242188 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -63528.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63580.871094 Penalty: 2064.037842
	Iteration 3Q: 3 clusters Score -63580.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63610.777344 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -63610.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63641.187500 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -63641.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63668.519531 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -63668.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63708.863281 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -63708.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63759.984375 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -63759.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63802.093750 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -63802.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63823.261719 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -63823.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63837.238281 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -63837.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63863.152344 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -63863.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63880.855469 Penalty: 2064.037842
	Iteration 13Q: 3 clusters Score -63880.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63901.449219 Penalty: 2064.037842
	Iteration 14Q: 3 clusters Score -63901.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63922.941406 Penalty: 2064.037842
	Iteration 15Q: 3 clusters Score -63922.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63925.187500 Penalty: 2064.037842
	Iteration 16Q: 3 clusters Score -63925.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63926.082031 Penalty: 2064.037842
	Iteration 17Q: 3 clusters Score -63926.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63927.019531 Penalty: 2064.037842
	Iteration 18Q: 3 clusters Score -63927.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63929.378906 Penalty: 2064.037842
	Iteration 19Q: 3 clusters Score -63929.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63929.378906 Penalty: 2064.037842
	Iteration 20F: 3 clusters Score -63929.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -216164.171875 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -216164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -214481.609375 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -214481.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -214830.468750 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -214830.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -214916.750000 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -214916.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -214973.703125 Penalty: 2341.831299
	Iteration 3Q: 3 clusters Score -214973.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -215007.484375 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -215007.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -215044.593750 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -215044.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -215083.484375 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -215083.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -215110.765625 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -215110.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -215138.531250 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -215138.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -215157.062500 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -215157.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -215177.468750 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -215177.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -215197.234375 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -215197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -215213.578125 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -215213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -215224.187500 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -215224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -215231.125000 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -215231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -215235.828125 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -215235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -215243.500000 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -215243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -215250.859375 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -215250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -215255.843750 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -215255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -215259.265625 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -215259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -215260.640625 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -215260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -215261.765625 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -215261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -215262.984375 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -215263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -215263.750000 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -215263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -215265.187500 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -215265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -215267.750000 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -215267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -215270.109375 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -215270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215270.734375 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -215270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215271.562500 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -215271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215271.562500 Penalty: 2341.831299
	Iteration 29F: 3 clusters Score -215271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -43614.847656 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -43614.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42642.812500 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -42642.81 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42980.488281 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -42980.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43202.800781 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43202.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43321.535156 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43321.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43416.789062 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43416.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43532.226562 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43532.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43573.261719 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43573.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43590.285156 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -43590.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43597.429688 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -43597.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43598.902344 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -43598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43611.792969 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -43611.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43613.343750 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -43613.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43613.343750 Penalty: 2007.831909
	Iteration 12F: 3 clusters Score -43613.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Entering Unmasked Estep 
Score: -5557682.500000 Penalty: 1729.203125
	Iteration 0F: 2 clusters Score -5557682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5529778.000000 Penalty: 3458.406250
	Iteration 0F: 3 clusters Score -5529778 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5540658.500000 Penalty: 3458.406250
	Iteration 1F: 3 clusters Score -5540658 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5541043.500000 Penalty: 3458.406250
	Iteration 2Q: 3 clusters Score -5541044 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5541426.000000 Penalty: 3458.406250
	Iteration 3Q: 3 clusters Score -5541426 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5541802.000000 Penalty: 3458.406250
	Iteration 4Q: 3 clusters Score -5541802 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -5542357.500000 Penalty: 3458.406250
	Iteration 5Q: 3 clusters Score -5542358 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5543002.000000 Penalty: 3458.406250
	Iteration 6Q: 3 clusters Score -5543002 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -5544062.000000 Penalty: 3458.406250
	Iteration 7Q: 3 clusters Score -5544062 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5545470.000000 Penalty: 3458.406250
	Iteration 8F: 3 clusters Score -5545470 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5547405.000000 Penalty: 3458.406250
	Iteration 9F: 3 clusters Score -5547405 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5549593.000000 Penalty: 3458.406250
	Iteration 10F: 3 clusters Score -5549593 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5551504.000000 Penalty: 3458.406250
	Iteration 11F: 3 clusters Score -5551504 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5552924.500000 Penalty: 3458.406250
	Iteration 12Q: 3 clusters Score -5552924 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5553900.000000 Penalty: 3458.406250
	Iteration 13Q: 3 clusters Score -5553900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5554492.000000 Penalty: 3458.406250
	Iteration 14Q: 3 clusters Score -5554492 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -5554912.500000 Penalty: 3458.406250
	Iteration 15Q: 3 clusters Score -5554912 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5555231.500000 Penalty: 3458.406250
	Iteration 16Q: 3 clusters Score -5555232 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5555481.000000 Penalty: 3458.406250
	Iteration 17Q: 3 clusters Score -5555481 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5555678.500000 Penalty: 3458.406250
	Iteration 18Q: 3 clusters Score -5555678 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -5555841.500000 Penalty: 3458.406250
	Iteration 19Q: 3 clusters Score -5555842 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5555967.500000 Penalty: 3458.406250
	Iteration 20F: 3 clusters Score -5555968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5556050.500000 Penalty: 3458.406250
	Iteration 21Q: 3 clusters Score -5556050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5556120.500000 Penalty: 3458.406250
	Iteration 22Q: 3 clusters Score -5556120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5556200.000000 Penalty: 3458.406250
	Iteration 23Q: 3 clusters Score -5556200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5556247.500000 Penalty: 3458.406250
	Iteration 24Q: 3 clusters Score -5556248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5556281.000000 Penalty: 3458.406250
	Iteration 25Q: 3 clusters Score -5556281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5556302.500000 Penalty: 3458.406250
	Iteration 26Q: 3 clusters Score -5556302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5556318.500000 Penalty: 3458.406250
	Iteration 27Q: 3 clusters Score -5556318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5556339.500000 Penalty: 3458.406250
	Iteration 28Q: 3 clusters Score -5556340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5556348.000000 Penalty: 3458.406250
	Iteration 29Q: 3 clusters Score -5556348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5556351.500000 Penalty: 3458.406250
	Iteration 30Q: 3 clusters Score -5556352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5556366.000000 Penalty: 3458.406250
	Iteration 31Q: 3 clusters Score -5556366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5556365.000000 Penalty: 3458.406250
	Iteration 32Q: 3 clusters Score -5556365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5556367.000000 Penalty: 3458.406250
	Iteration 33Q: 3 clusters Score -5556367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5556380.000000 Penalty: 3458.406250
	Iteration 34Q: 3 clusters Score -5556380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5556389.000000 Penalty: 3458.406250
	Iteration 35Q: 3 clusters Score -5556389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5556396.000000 Penalty: 3458.406250
	Iteration 36Q: 3 clusters Score -5556396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5556400.500000 Penalty: 3458.406250
	Iteration 37Q: 3 clusters Score -5556400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5556418.000000 Penalty: 3458.406250
	Iteration 38Q: 3 clusters Score -5556418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5556426.000000 Penalty: 3458.406250
	Iteration 39Q: 3 clusters Score -5556426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5556424.500000 Penalty: 3458.406250
	Iteration 40F: 3 clusters Score -5556424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5556436.000000 Penalty: 3458.406250
	Iteration 41Q: 3 clusters Score -5556436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5556438.000000 Penalty: 3458.406250
	Iteration 42Q: 3 clusters Score -5556438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5556439.500000 Penalty: 3458.406250
	Iteration 43Q: 3 clusters Score -5556440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5556443.000000 Penalty: 3458.406250
	Iteration 44Q: 3 clusters Score -5556443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5556441.000000 Penalty: 3458.406250
	Iteration 45Q: 3 clusters Score -5556441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5556443.500000 Penalty: 3458.406250
	Iteration 46Q: 3 clusters Score -5556444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5556443.500000 Penalty: 3458.406250
	Iteration 47F: 3 clusters Score -5556444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Entering Unmasked Estep 
Score: -1995232.625000 Penalty: 1566.633789
	Iteration 0F: 2 clusters Score -1995233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1984613.250000 Penalty: 3133.267578
	Iteration 0F: 3 clusters Score -1984613 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1988266.250000 Penalty: 3133.267578
	Iteration 1F: 3 clusters Score -1988266 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1988571.750000 Penalty: 3133.267578
	Iteration 2F: 3 clusters Score -1988572 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1988866.125000 Penalty: 3133.267578
	Iteration 3F: 3 clusters Score -1988866 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1989193.625000 Penalty: 3133.267578
	Iteration 4Q: 3 clusters Score -1989194 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1989643.000000 Penalty: 3133.267578
	Iteration 5F: 3 clusters Score -1989643 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1990251.625000 Penalty: 3133.267578
	Iteration 6F: 3 clusters Score -1990252 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1991033.000000 Penalty: 3133.267578
	Iteration 7F: 3 clusters Score -1991033 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1991883.000000 Penalty: 3133.267578
	Iteration 8F: 3 clusters Score -1991883 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1992649.500000 Penalty: 3133.267578
	Iteration 9F: 3 clusters Score -1992650 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1993174.500000 Penalty: 3133.267578
	Iteration 10Q: 3 clusters Score -1993174 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1993505.125000 Penalty: 3133.267578
	Iteration 11Q: 3 clusters Score -1993505 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1993683.000000 Penalty: 3133.267578
	Iteration 12Q: 3 clusters Score -1993683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1993770.375000 Penalty: 3133.267578
	Iteration 13Q: 3 clusters Score -1993770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1993807.500000 Penalty: 3133.267578
	Iteration 14Q: 3 clusters Score -1993808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1993834.875000 Penalty: 3133.267578
	Iteration 15Q: 3 clusters Score -1993835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1993853.500000 Penalty: 3133.267578
	Iteration 16Q: 3 clusters Score -1993854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1993862.875000 Penalty: 3133.267578
	Iteration 17Q: 3 clusters Score -1993863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1993869.500000 Penalty: 3133.267578
	Iteration 18Q: 3 clusters Score -1993870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1993873.250000 Penalty: 3133.267578
	Iteration 19Q: 3 clusters Score -1993873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1993874.250000 Penalty: 3133.267578
	Iteration 20F: 3 clusters Score -1993874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Entering Unmasked Estep 
Score: -8556982.000000 Penalty: 1800.257202
	Iteration 0F: 2 clusters Score -8556982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8515706.000000 Penalty: 3600.514404
	Iteration 0F: 3 clusters Score -8515706 nChanged 30613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -8533475.000000 Penalty: 3600.514404
	Iteration 1F: 3 clusters Score -8533475 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -8534348.000000 Penalty: 3600.514404
	Iteration 2Q: 3 clusters Score -8534348 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -8535604.000000 Penalty: 3600.514404
	Iteration 3Q: 3 clusters Score -8535604 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8537484.000000 Penalty: 3600.514404
	Iteration 4F: 3 clusters Score -8537484 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8540150.000000 Penalty: 3600.514404
	Iteration 5F: 3 clusters Score -8540150 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -8543314.000000 Penalty: 3600.514404
	Iteration 6F: 3 clusters Score -8543314 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -8546392.000000 Penalty: 3600.514404
	Iteration 7F: 3 clusters Score -8546392 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8548909.000000 Penalty: 3600.514404
	Iteration 8F: 3 clusters Score -8548909 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8550946.000000 Penalty: 3600.514404
	Iteration 9Q: 3 clusters Score -8550946 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8552379.000000 Penalty: 3600.514404
	Iteration 10Q: 3 clusters Score -8552379 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8553470.000000 Penalty: 3600.514404
	Iteration 11Q: 3 clusters Score -8553470 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8554083.000000 Penalty: 3600.514404
	Iteration 12Q: 3 clusters Score -8554083 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8554559.000000 Penalty: 3600.514404
	Iteration 13Q: 3 clusters Score -8554559 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8554849.000000 Penalty: 3600.514404
	Iteration 14Q: 3 clusters Score -8554849 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8555051.000000 Penalty: 3600.514404
	Iteration 15Q: 3 clusters Score -8555051 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8555236.000000 Penalty: 3600.514404
	Iteration 16Q: 3 clusters Score -8555236 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8555361.000000 Penalty: 3600.514404
	Iteration 17Q: 3 clusters Score -8555361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8555471.000000 Penalty: 3600.514404
	Iteration 18Q: 3 clusters Score -8555471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8555535.000000 Penalty: 3600.514404
	Iteration 19Q: 3 clusters Score -8555535 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8555570.000000 Penalty: 3600.514404
	Iteration 20F: 3 clusters Score -8555570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8555621.000000 Penalty: 3600.514404
	Iteration 21Q: 3 clusters Score -8555621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8555628.000000 Penalty: 3600.514404
	Iteration 22Q: 3 clusters Score -8555628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8555629.000000 Penalty: 3600.514404
	Iteration 23Q: 3 clusters Score -8555629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8555627.000000 Penalty: 3600.514404
	Iteration 24Q: 3 clusters Score -8555627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8555626.000000 Penalty: 3600.514404
	Iteration 25Q: 3 clusters Score -8555626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8555636.000000 Penalty: 3600.514404
	Iteration 26Q: 3 clusters Score -8555636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8555651.000000 Penalty: 3600.514404
	Iteration 27Q: 3 clusters Score -8555651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8555657.000000 Penalty: 3600.514404
	Iteration 28Q: 3 clusters Score -8555657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8555652.000000 Penalty: 3600.514404
	Iteration 29Q: 3 clusters Score -8555652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8555651.000000 Penalty: 3600.514404
	Iteration 30Q: 3 clusters Score -8555651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8555647.000000 Penalty: 3600.514404
	Iteration 31Q: 3 clusters Score -8555647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8555647.000000 Penalty: 3600.514404
	Iteration 32Q: 3 clusters Score -8555647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8555640.000000 Penalty: 3600.514404
	Iteration 33Q: 3 clusters Score -8555640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8555639.000000 Penalty: 3600.514404
	Iteration 34Q: 3 clusters Score -8555639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8555638.000000 Penalty: 3600.514404
	Iteration 35Q: 3 clusters Score -8555638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8555639.000000 Penalty: 3600.514404
	Iteration 36Q: 3 clusters Score -8555639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8555648.000000 Penalty: 3600.514404
	Iteration 37Q: 3 clusters Score -8555648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8555651.000000 Penalty: 3600.514404
	Iteration 38Q: 3 clusters Score -8555651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8555649.000000 Penalty: 3600.514404
	Iteration 39Q: 3 clusters Score -8555649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8555644.000000 Penalty: 3600.514404
	Iteration 40F: 3 clusters Score -8555644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8555643.000000 Penalty: 3600.514404
	Iteration 41Q: 3 clusters Score -8555643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8555649.000000 Penalty: 3600.514404
	Iteration 42Q: 3 clusters Score -8555649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8555650.000000 Penalty: 3600.514404
	Iteration 43Q: 3 clusters Score -8555650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8555659.000000 Penalty: 3600.514404
	Iteration 44Q: 3 clusters Score -8555659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8555665.000000 Penalty: 3600.514404
	Iteration 45Q: 3 clusters Score -8555665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8555665.000000 Penalty: 3600.514404
	Iteration 46Q: 3 clusters Score -8555665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8555663.000000 Penalty: 3600.514404
	Iteration 47Q: 3 clusters Score -8555663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8555665.000000 Penalty: 3600.514404
	Iteration 48Q: 3 clusters Score -8555665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8555671.000000 Penalty: 3600.514404
	Iteration 49Q: 3 clusters Score -8555671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8555674.000000 Penalty: 3600.514404
	Iteration 50Q: 3 clusters Score -8555674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8555674.000000 Penalty: 3600.514404
	Iteration 51Q: 3 clusters Score -8555674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8555673.000000 Penalty: 3600.514404
	Iteration 52Q: 3 clusters Score -8555673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8555674.000000 Penalty: 3600.514404
	Iteration 53Q: 3 clusters Score -8555674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8555668.000000 Penalty: 3600.514404
	Iteration 54Q: 3 clusters Score -8555668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8555668.000000 Penalty: 3600.514404
	Iteration 55F: 3 clusters Score -8555668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -39480.613281 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -39480.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38573.550781 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -38573.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38666.781250 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -38666.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38681.457031 Penalty: 1868.552734
	Iteration 2Q: 3 clusters Score -38681.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38690.742188 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -38690.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38692.218750 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -38692.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38692.218750 Penalty: 1868.552734
	Iteration 5F: 3 clusters Score -38692.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -45569.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44742.546875 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -44742.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44935.972656 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -44935.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45046.492188 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -45046.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45102.242188 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -45102.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45187.230469 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -45187.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45199.871094 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -45199.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45213.855469 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -45213.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45215.000000 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -45215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45215.000000 Penalty: 1879.743286
	Iteration 8F: 3 clusters Score -45215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -1918128.875000 Penalty: 1567.340210
	Iteration 0F: 2 clusters Score -1918129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1907420.250000 Penalty: 3134.680420
	Iteration 0F: 3 clusters Score -1907420 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1911142.125000 Penalty: 3134.680420
	Iteration 1F: 3 clusters Score -1911142 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1911569.125000 Penalty: 3134.680420
	Iteration 2F: 3 clusters Score -1911569 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1912002.875000 Penalty: 3134.680420
	Iteration 3F: 3 clusters Score -1912003 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1912536.250000 Penalty: 3134.680420
	Iteration 4F: 3 clusters Score -1912536 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1913213.375000 Penalty: 3134.680420
	Iteration 5F: 3 clusters Score -1913213 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1913928.125000 Penalty: 3134.680420
	Iteration 6F: 3 clusters Score -1913928 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1914639.250000 Penalty: 3134.680420
	Iteration 7F: 3 clusters Score -1914639 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1915101.125000 Penalty: 3134.680420
	Iteration 8Q: 3 clusters Score -1915101 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1915407.875000 Penalty: 3134.680420
	Iteration 9Q: 3 clusters Score -1915408 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1915630.625000 Penalty: 3134.680420
	Iteration 10Q: 3 clusters Score -1915631 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1915811.625000 Penalty: 3134.680420
	Iteration 11Q: 3 clusters Score -1915812 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1915983.750000 Penalty: 3134.680420
	Iteration 12Q: 3 clusters Score -1915984 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1916118.250000 Penalty: 3134.680420
	Iteration 13Q: 3 clusters Score -1916118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1916239.625000 Penalty: 3134.680420
	Iteration 14Q: 3 clusters Score -1916240 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1916370.125000 Penalty: 3134.680420
	Iteration 15Q: 3 clusters Score -1916370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1916482.500000 Penalty: 3134.680420
	Iteration 16Q: 3 clusters Score -1916482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1916577.125000 Penalty: 3134.680420
	Iteration 17Q: 3 clusters Score -1916577 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1916660.750000 Penalty: 3134.680420
	Iteration 18Q: 3 clusters Score -1916661 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1916731.875000 Penalty: 3134.680420
	Iteration 19Q: 3 clusters Score -1916732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1916812.375000 Penalty: 3134.680420
	Iteration 20F: 3 clusters Score -1916812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1916907.375000 Penalty: 3134.680420
	Iteration 21Q: 3 clusters Score -1916907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1916986.250000 Penalty: 3134.680420
	Iteration 22Q: 3 clusters Score -1916986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1917045.125000 Penalty: 3134.680420
	Iteration 23Q: 3 clusters Score -1917045 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1917100.250000 Penalty: 3134.680420
	Iteration 24Q: 3 clusters Score -1917100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1917170.375000 Penalty: 3134.680420
	Iteration 25Q: 3 clusters Score -1917170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1917210.125000 Penalty: 3134.680420
	Iteration 26Q: 3 clusters Score -1917210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1917262.375000 Penalty: 3134.680420
	Iteration 27Q: 3 clusters Score -1917262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1917319.000000 Penalty: 3134.680420
	Iteration 28Q: 3 clusters Score -1917319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1917398.875000 Penalty: 3134.680420
	Iteration 29Q: 3 clusters Score -1917399 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1917470.500000 Penalty: 3134.680420
	Iteration 30Q: 3 clusters Score -1917470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1917521.625000 Penalty: 3134.680420
	Iteration 31Q: 3 clusters Score -1917522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1917593.250000 Penalty: 3134.680420
	Iteration 32Q: 3 clusters Score -1917593 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1917644.250000 Penalty: 3134.680420
	Iteration 33Q: 3 clusters Score -1917644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1917693.375000 Penalty: 3134.680420
	Iteration 34Q: 3 clusters Score -1917693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1917718.375000 Penalty: 3134.680420
	Iteration 35Q: 3 clusters Score -1917718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1917743.875000 Penalty: 3134.680420
	Iteration 36Q: 3 clusters Score -1917744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1917758.750000 Penalty: 3134.680420
	Iteration 37Q: 3 clusters Score -1917759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1917776.250000 Penalty: 3134.680420
	Iteration 38Q: 3 clusters Score -1917776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1917789.625000 Penalty: 3134.680420
	Iteration 39Q: 3 clusters Score -1917790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1917800.625000 Penalty: 3134.680420
	Iteration 40F: 3 clusters Score -1917801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1917812.375000 Penalty: 3134.680420
	Iteration 41Q: 3 clusters Score -1917812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1917821.125000 Penalty: 3134.680420
	Iteration 42Q: 3 clusters Score -1917821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1917833.875000 Penalty: 3134.680420
	Iteration 43Q: 3 clusters Score -1917834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1917854.500000 Penalty: 3134.680420
	Iteration 44Q: 3 clusters Score -1917854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1917865.250000 Penalty: 3134.680420
	Iteration 45Q: 3 clusters Score -1917865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1917876.125000 Penalty: 3134.680420
	Iteration 46Q: 3 clusters Score -1917876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1917882.000000 Penalty: 3134.680420
	Iteration 47Q: 3 clusters Score -1917882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1917889.875000 Penalty: 3134.680420
	Iteration 48Q: 3 clusters Score -1917890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1917892.500000 Penalty: 3134.680420
	Iteration 49Q: 3 clusters Score -1917892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1917893.625000 Penalty: 3134.680420
	Iteration 50Q: 3 clusters Score -1917894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1917895.000000 Penalty: 3134.680420
	Iteration 51Q: 3 clusters Score -1917895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1917901.250000 Penalty: 3134.680420
	Iteration 52Q: 3 clusters Score -1917901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1917907.875000 Penalty: 3134.680420
	Iteration 53Q: 3 clusters Score -1917908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1917913.375000 Penalty: 3134.680420
	Iteration 54Q: 3 clusters Score -1917913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1917920.250000 Penalty: 3134.680420
	Iteration 55Q: 3 clusters Score -1917920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1917924.250000 Penalty: 3134.680420
	Iteration 56Q: 3 clusters Score -1917924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1917932.375000 Penalty: 3134.680420
	Iteration 57Q: 3 clusters Score -1917932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1917938.125000 Penalty: 3134.680420
	Iteration 58Q: 3 clusters Score -1917938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1917946.750000 Penalty: 3134.680420
	Iteration 59Q: 3 clusters Score -1917947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1917953.500000 Penalty: 3134.680420
	Iteration 60F: 3 clusters Score -1917954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1917965.625000 Penalty: 3134.680420
	Iteration 61Q: 3 clusters Score -1917966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1917974.500000 Penalty: 3134.680420
	Iteration 62Q: 3 clusters Score -1917974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1917981.125000 Penalty: 3134.680420
	Iteration 63Q: 3 clusters Score -1917981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1917988.000000 Penalty: 3134.680420
	Iteration 64Q: 3 clusters Score -1917988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1917991.625000 Penalty: 3134.680420
	Iteration 65Q: 3 clusters Score -1917992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1917993.875000 Penalty: 3134.680420
	Iteration 66Q: 3 clusters Score -1917994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1917998.750000 Penalty: 3134.680420
	Iteration 67Q: 3 clusters Score -1917999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1917998.875000 Penalty: 3134.680420
	Iteration 68Q: 3 clusters Score -1917999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1917999.000000 Penalty: 3134.680420
	Iteration 69Q: 3 clusters Score -1917999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1917999.125000 Penalty: 3134.680420
	Iteration 70Q: 3 clusters Score -1917999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1918000.625000 Penalty: 3134.680420
	Iteration 71Q: 3 clusters Score -1918001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1918001.000000 Penalty: 3134.680420
	Iteration 72Q: 3 clusters Score -1918001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1918000.000000 Penalty: 3134.680420
	Iteration 73Q: 3 clusters Score -1918000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1918000.500000 Penalty: 3134.680420
	Iteration 74Q: 3 clusters Score -1918000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1917998.000000 Penalty: 3134.680420
	Iteration 75Q: 3 clusters Score -1917998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1918001.000000 Penalty: 3134.680420
	Iteration 76Q: 3 clusters Score -1918001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1918006.375000 Penalty: 3134.680420
	Iteration 77Q: 3 clusters Score -1918006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1918003.625000 Penalty: 3134.680420
	Iteration 78Q: 3 clusters Score -1918004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1918006.375000 Penalty: 3134.680420
	Iteration 79Q: 3 clusters Score -1918006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1918007.750000 Penalty: 3134.680420
	Iteration 80F: 3 clusters Score -1918008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1918008.000000 Penalty: 3134.680420
	Iteration 81Q: 3 clusters Score -1918008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1918009.125000 Penalty: 3134.680420
	Iteration 82Q: 3 clusters Score -1918009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1918009.250000 Penalty: 3134.680420
	Iteration 83Q: 3 clusters Score -1918009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1918009.750000 Penalty: 3134.680420
	Iteration 84Q: 3 clusters Score -1918010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1918009.000000 Penalty: 3134.680420
	Iteration 85Q: 3 clusters Score -1918009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1918009.000000 Penalty: 3134.680420
	Iteration 86F: 3 clusters Score -1918009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8964.120117 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -8964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8320.404297 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -8320.404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8421.589844 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -8421.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8451.233398 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -8451.233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8464.991211 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -8464.991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8471.042969 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -8471.043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8475.806641 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -8475.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8475.806641 Penalty: 1710.374268
	Iteration 6F: 3 clusters Score -8475.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -411363.187500 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -411363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -408974.156250 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -408974.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -409504.156250 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -409504.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -409637.593750 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -409637.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -409703.187500 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -409703.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -409746.750000 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -409746.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -409772.625000 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -409772.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -409795.312500 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -409795.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -409809.937500 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -409809.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -409823.906250 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -409823.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -409837.000000 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -409837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -409845.875000 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -409845.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -409853.843750 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -409853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -409861.500000 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -409861.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -409867.375000 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -409867.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -409876.031250 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -409876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -409887.218750 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -409887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -409900.281250 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -409900.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -409912.625000 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -409912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -409919.093750 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -409919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -409929.343750 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -409929.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -409939.625000 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -409939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -409952.156250 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -409952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -409965.625000 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -409965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -409975.718750 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -409975.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -409986.406250 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -409986.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -410001.375000 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -410001.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -410013.843750 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -410013.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -410024.062500 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -410024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -410033.875000 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -410033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -410043.812500 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -410043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -410053.562500 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -410053.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -410063.562500 Penalty: 2539.154297
	Iteration 31Q: 3 clusters Score -410063.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -410072.625000 Penalty: 2539.154297
	Iteration 32Q: 3 clusters Score -410072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -410080.781250 Penalty: 2539.154297
	Iteration 33Q: 3 clusters Score -410080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -410090.187500 Penalty: 2539.154297
	Iteration 34Q: 3 clusters Score -410090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -410101.125000 Penalty: 2539.154297
	Iteration 35Q: 3 clusters Score -410101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -410109.781250 Penalty: 2539.154297
	Iteration 36Q: 3 clusters Score -410109.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -410117.718750 Penalty: 2539.154297
	Iteration 37Q: 3 clusters Score -410117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -410125.187500 Penalty: 2539.154297
	Iteration 38Q: 3 clusters Score -410125.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -410138.031250 Penalty: 2539.154297
	Iteration 39Q: 3 clusters Score -410138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -410151.687500 Penalty: 2539.154297
	Iteration 40F: 3 clusters Score -410151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -410163.812500 Penalty: 2539.154297
	Iteration 41Q: 3 clusters Score -410163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -410171.500000 Penalty: 2539.154297
	Iteration 42Q: 3 clusters Score -410171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -410175.625000 Penalty: 2539.154297
	Iteration 43Q: 3 clusters Score -410175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -410180.250000 Penalty: 2539.154297
	Iteration 44Q: 3 clusters Score -410180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -410185.406250 Penalty: 2539.154297
	Iteration 45Q: 3 clusters Score -410185.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -410193.093750 Penalty: 2539.154297
	Iteration 46Q: 3 clusters Score -410193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -410197.406250 Penalty: 2539.154297
	Iteration 47Q: 3 clusters Score -410197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -410199.781250 Penalty: 2539.154297
	Iteration 48Q: 3 clusters Score -410199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -410201.531250 Penalty: 2539.154297
	Iteration 49Q: 3 clusters Score -410201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -410203.531250 Penalty: 2539.154297
	Iteration 50Q: 3 clusters Score -410203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -410206.468750 Penalty: 2539.154297
	Iteration 51Q: 3 clusters Score -410206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -410207.562500 Penalty: 2539.154297
	Iteration 52Q: 3 clusters Score -410207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -410208.812500 Penalty: 2539.154297
	Iteration 53Q: 3 clusters Score -410208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -410208.812500 Penalty: 2539.154297
	Iteration 54F: 3 clusters Score -410208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -32145.673828 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -32145.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31365.035156 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -31365.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31496.666016 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -31496.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31541.292969 Penalty: 1832.465332
	Iteration 2Q: 3 clusters Score -31541.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31553.535156 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -31553.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31556.738281 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -31556.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31567.544922 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -31567.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31570.886719 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -31570.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31575.964844 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -31575.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31577.009766 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -31577.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31578.429688 Penalty: 1832.465332
	Iteration 9Q: 3 clusters Score -31578.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31580.796875 Penalty: 1832.465332
	Iteration 10Q: 3 clusters Score -31580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31585.562500 Penalty: 1832.465332
	Iteration 11Q: 3 clusters Score -31585.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31585.562500 Penalty: 1832.465332
	Iteration 12F: 3 clusters Score -31585.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -666593.187500 Penalty: 1388.278320
	Iteration 0F: 2 clusters Score -666593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -662554.875000 Penalty: 2776.556641
	Iteration 0F: 3 clusters Score -662554.9 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -663762.562500 Penalty: 2776.556641
	Iteration 1F: 3 clusters Score -663762.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -664022.500000 Penalty: 2776.556641
	Iteration 2F: 3 clusters Score -664022.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -664332.750000 Penalty: 2776.556641
	Iteration 3F: 3 clusters Score -664332.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -664640.875000 Penalty: 2776.556641
	Iteration 4F: 3 clusters Score -664640.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -664937.937500 Penalty: 2776.556641
	Iteration 5F: 3 clusters Score -664937.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -665163.500000 Penalty: 2776.556641
	Iteration 6F: 3 clusters Score -665163.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -665320.500000 Penalty: 2776.556641
	Iteration 7Q: 3 clusters Score -665320.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -665416.000000 Penalty: 2776.556641
	Iteration 8Q: 3 clusters Score -665416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -665491.750000 Penalty: 2776.556641
	Iteration 9Q: 3 clusters Score -665491.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -665551.687500 Penalty: 2776.556641
	Iteration 10Q: 3 clusters Score -665551.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -665593.312500 Penalty: 2776.556641
	Iteration 11Q: 3 clusters Score -665593.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -665629.125000 Penalty: 2776.556641
	Iteration 12Q: 3 clusters Score -665629.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -665653.437500 Penalty: 2776.556641
	Iteration 13Q: 3 clusters Score -665653.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -665672.062500 Penalty: 2776.556641
	Iteration 14Q: 3 clusters Score -665672.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -665683.000000 Penalty: 2776.556641
	Iteration 15Q: 3 clusters Score -665683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -665690.187500 Penalty: 2776.556641
	Iteration 16Q: 3 clusters Score -665690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -665699.187500 Penalty: 2776.556641
	Iteration 17Q: 3 clusters Score -665699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -665706.375000 Penalty: 2776.556641
	Iteration 18Q: 3 clusters Score -665706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -665709.812500 Penalty: 2776.556641
	Iteration 19Q: 3 clusters Score -665709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -665714.062500 Penalty: 2776.556641
	Iteration 20F: 3 clusters Score -665714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -665719.125000 Penalty: 2776.556641
	Iteration 21Q: 3 clusters Score -665719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -665722.437500 Penalty: 2776.556641
	Iteration 22Q: 3 clusters Score -665722.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -665728.437500 Penalty: 2776.556641
	Iteration 23Q: 3 clusters Score -665728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -665730.312500 Penalty: 2776.556641
	Iteration 24Q: 3 clusters Score -665730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -665731.375000 Penalty: 2776.556641
	Iteration 25Q: 3 clusters Score -665731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -665732.875000 Penalty: 2776.556641
	Iteration 26Q: 3 clusters Score -665732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -665733.125000 Penalty: 2776.556641
	Iteration 27Q: 3 clusters Score -665733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -665733.125000 Penalty: 2776.556641
	Iteration 28F: 3 clusters Score -665733.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -559927.000000 Penalty: 1354.117310
	Iteration 0F: 2 clusters Score -559927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -556538.625000 Penalty: 2708.234619
	Iteration 0F: 3 clusters Score -556538.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -557389.062500 Penalty: 2708.234619
	Iteration 1F: 3 clusters Score -557389.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -557535.250000 Penalty: 2708.234619
	Iteration 2F: 3 clusters Score -557535.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -557618.875000 Penalty: 2708.234619
	Iteration 3Q: 3 clusters Score -557618.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -557685.187500 Penalty: 2708.234619
	Iteration 4Q: 3 clusters Score -557685.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -557723.250000 Penalty: 2708.234619
	Iteration 5Q: 3 clusters Score -557723.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -557755.250000 Penalty: 2708.234619
	Iteration 6Q: 3 clusters Score -557755.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -557787.125000 Penalty: 2708.234619
	Iteration 7Q: 3 clusters Score -557787.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -557817.000000 Penalty: 2708.234619
	Iteration 8Q: 3 clusters Score -557817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -557843.125000 Penalty: 2708.234619
	Iteration 9Q: 3 clusters Score -557843.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -557865.625000 Penalty: 2708.234619
	Iteration 10Q: 3 clusters Score -557865.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -557889.500000 Penalty: 2708.234619
	Iteration 11Q: 3 clusters Score -557889.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -557910.375000 Penalty: 2708.234619
	Iteration 12Q: 3 clusters Score -557910.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -557935.437500 Penalty: 2708.234619
	Iteration 13Q: 3 clusters Score -557935.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -557966.375000 Penalty: 2708.234619
	Iteration 14Q: 3 clusters Score -557966.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -557998.125000 Penalty: 2708.234619
	Iteration 15Q: 3 clusters Score -557998.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -558030.875000 Penalty: 2708.234619
	Iteration 16Q: 3 clusters Score -558030.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -558068.812500 Penalty: 2708.234619
	Iteration 17Q: 3 clusters Score -558068.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -558125.062500 Penalty: 2708.234619
	Iteration 18Q: 3 clusters Score -558125.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -558182.750000 Penalty: 2708.234619
	Iteration 19Q: 3 clusters Score -558182.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -558245.500000 Penalty: 2708.234619
	Iteration 20F: 3 clusters Score -558245.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -558313.750000 Penalty: 2708.234619
	Iteration 21Q: 3 clusters Score -558313.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -558365.562500 Penalty: 2708.234619
	Iteration 22Q: 3 clusters Score -558365.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -558414.750000 Penalty: 2708.234619
	Iteration 23Q: 3 clusters Score -558414.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -558453.312500 Penalty: 2708.234619
	Iteration 24Q: 3 clusters Score -558453.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -558474.812500 Penalty: 2708.234619
	Iteration 25Q: 3 clusters Score -558474.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -558490.375000 Penalty: 2708.234619
	Iteration 26Q: 3 clusters Score -558490.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -558508.750000 Penalty: 2708.234619
	Iteration 27Q: 3 clusters Score -558508.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -558532.437500 Penalty: 2708.234619
	Iteration 28Q: 3 clusters Score -558532.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -558555.875000 Penalty: 2708.234619
	Iteration 29Q: 3 clusters Score -558555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -558577.062500 Penalty: 2708.234619
	Iteration 30Q: 3 clusters Score -558577.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -558593.562500 Penalty: 2708.234619
	Iteration 31Q: 3 clusters Score -558593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -558605.750000 Penalty: 2708.234619
	Iteration 32Q: 3 clusters Score -558605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -558615.250000 Penalty: 2708.234619
	Iteration 33Q: 3 clusters Score -558615.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -558633.500000 Penalty: 2708.234619
	Iteration 34Q: 3 clusters Score -558633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -558653.437500 Penalty: 2708.234619
	Iteration 35Q: 3 clusters Score -558653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -558669.375000 Penalty: 2708.234619
	Iteration 36Q: 3 clusters Score -558669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -558681.687500 Penalty: 2708.234619
	Iteration 37Q: 3 clusters Score -558681.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -558696.750000 Penalty: 2708.234619
	Iteration 38Q: 3 clusters Score -558696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -558703.750000 Penalty: 2708.234619
	Iteration 39Q: 3 clusters Score -558703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -558707.500000 Penalty: 2708.234619
	Iteration 40F: 3 clusters Score -558707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -558712.875000 Penalty: 2708.234619
	Iteration 41Q: 3 clusters Score -558712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -558715.375000 Penalty: 2708.234619
	Iteration 42Q: 3 clusters Score -558715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -558720.562500 Penalty: 2708.234619
	Iteration 43Q: 3 clusters Score -558720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -558721.625000 Penalty: 2708.234619
	Iteration 44Q: 3 clusters Score -558721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -558723.375000 Penalty: 2708.234619
	Iteration 45Q: 3 clusters Score -558723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -558725.437500 Penalty: 2708.234619
	Iteration 46Q: 3 clusters Score -558725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -558727.812500 Penalty: 2708.234619
	Iteration 47Q: 3 clusters Score -558727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -558732.812500 Penalty: 2708.234619
	Iteration 48Q: 3 clusters Score -558732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -558740.125000 Penalty: 2708.234619
	Iteration 49Q: 3 clusters Score -558740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -558745.062500 Penalty: 2708.234619
	Iteration 50Q: 3 clusters Score -558745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -558748.937500 Penalty: 2708.234619
	Iteration 51Q: 3 clusters Score -558748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -558749.312500 Penalty: 2708.234619
	Iteration 52Q: 3 clusters Score -558749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -558750.937500 Penalty: 2708.234619
	Iteration 53Q: 3 clusters Score -558750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -558753.125000 Penalty: 2708.234619
	Iteration 54Q: 3 clusters Score -558753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -558753.937500 Penalty: 2708.234619
	Iteration 55Q: 3 clusters Score -558753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -558761.250000 Penalty: 2708.234619
	Iteration 56Q: 3 clusters Score -558761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -558764.937500 Penalty: 2708.234619
	Iteration 57Q: 3 clusters Score -558764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -558765.562500 Penalty: 2708.234619
	Iteration 58Q: 3 clusters Score -558765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -558767.062500 Penalty: 2708.234619
	Iteration 59Q: 3 clusters Score -558767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -558767.062500 Penalty: 2708.234619
	Iteration 60F: 3 clusters Score -558767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Entering Unmasked Estep 
Score: -1156726.125000 Penalty: 1473.338867
	Iteration 0F: 2 clusters Score -1156726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1150450.000000 Penalty: 2946.677734
	Iteration 0F: 3 clusters Score -1150450 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1152447.375000 Penalty: 2946.677734
	Iteration 1F: 3 clusters Score -1152447 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1152739.750000 Penalty: 2946.677734
	Iteration 2F: 3 clusters Score -1152740 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1152950.125000 Penalty: 2946.677734
	Iteration 3F: 3 clusters Score -1152950 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1153133.125000 Penalty: 2946.677734
	Iteration 4Q: 3 clusters Score -1153133 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1153264.500000 Penalty: 2946.677734
	Iteration 5Q: 3 clusters Score -1153264 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1153393.125000 Penalty: 2946.677734
	Iteration 6Q: 3 clusters Score -1153393 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1153523.625000 Penalty: 2946.677734
	Iteration 7Q: 3 clusters Score -1153524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1153677.000000 Penalty: 2946.677734
	Iteration 8Q: 3 clusters Score -1153677 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1153826.000000 Penalty: 2946.677734
	Iteration 9Q: 3 clusters Score -1153826 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1153982.000000 Penalty: 2946.677734
	Iteration 10Q: 3 clusters Score -1153982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1154153.875000 Penalty: 2946.677734
	Iteration 11Q: 3 clusters Score -1154154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1154327.000000 Penalty: 2946.677734
	Iteration 12Q: 3 clusters Score -1154327 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1154459.500000 Penalty: 2946.677734
	Iteration 13Q: 3 clusters Score -1154460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1154560.750000 Penalty: 2946.677734
	Iteration 14Q: 3 clusters Score -1154561 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1154639.000000 Penalty: 2946.677734
	Iteration 15Q: 3 clusters Score -1154639 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1154707.750000 Penalty: 2946.677734
	Iteration 16Q: 3 clusters Score -1154708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1154769.750000 Penalty: 2946.677734
	Iteration 17Q: 3 clusters Score -1154770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1154830.375000 Penalty: 2946.677734
	Iteration 18Q: 3 clusters Score -1154830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1154896.375000 Penalty: 2946.677734
	Iteration 19Q: 3 clusters Score -1154896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1154948.000000 Penalty: 2946.677734
	Iteration 20F: 3 clusters Score -1154948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1155003.750000 Penalty: 2946.677734
	Iteration 21Q: 3 clusters Score -1155004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1155051.875000 Penalty: 2946.677734
	Iteration 22Q: 3 clusters Score -1155052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1155101.125000 Penalty: 2946.677734
	Iteration 23Q: 3 clusters Score -1155101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1155146.250000 Penalty: 2946.677734
	Iteration 24Q: 3 clusters Score -1155146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1155193.750000 Penalty: 2946.677734
	Iteration 25Q: 3 clusters Score -1155194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1155236.125000 Penalty: 2946.677734
	Iteration 26Q: 3 clusters Score -1155236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1155271.500000 Penalty: 2946.677734
	Iteration 27Q: 3 clusters Score -1155272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1155286.375000 Penalty: 2946.677734
	Iteration 28Q: 3 clusters Score -1155286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1155301.875000 Penalty: 2946.677734
	Iteration 29Q: 3 clusters Score -1155302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1155319.625000 Penalty: 2946.677734
	Iteration 30Q: 3 clusters Score -1155320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1155333.125000 Penalty: 2946.677734
	Iteration 31Q: 3 clusters Score -1155333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1155350.625000 Penalty: 2946.677734
	Iteration 32Q: 3 clusters Score -1155351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1155375.625000 Penalty: 2946.677734
	Iteration 33Q: 3 clusters Score -1155376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1155400.250000 Penalty: 2946.677734
	Iteration 34Q: 3 clusters Score -1155400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1155418.250000 Penalty: 2946.677734
	Iteration 35Q: 3 clusters Score -1155418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1155433.375000 Penalty: 2946.677734
	Iteration 36Q: 3 clusters Score -1155433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1155448.250000 Penalty: 2946.677734
	Iteration 37Q: 3 clusters Score -1155448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1155457.625000 Penalty: 2946.677734
	Iteration 38Q: 3 clusters Score -1155458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1155468.000000 Penalty: 2946.677734
	Iteration 39Q: 3 clusters Score -1155468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1155475.750000 Penalty: 2946.677734
	Iteration 40F: 3 clusters Score -1155476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1155482.250000 Penalty: 2946.677734
	Iteration 41Q: 3 clusters Score -1155482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1155484.125000 Penalty: 2946.677734
	Iteration 42Q: 3 clusters Score -1155484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1155492.250000 Penalty: 2946.677734
	Iteration 43Q: 3 clusters Score -1155492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1155495.875000 Penalty: 2946.677734
	Iteration 44Q: 3 clusters Score -1155496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1155496.125000 Penalty: 2946.677734
	Iteration 45Q: 3 clusters Score -1155496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1155496.250000 Penalty: 2946.677734
	Iteration 46Q: 3 clusters Score -1155496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1155498.375000 Penalty: 2946.677734
	Iteration 47Q: 3 clusters Score -1155498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1155498.375000 Penalty: 2946.677734
	Iteration 48Q: 3 clusters Score -1155498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1155499.500000 Penalty: 2946.677734
	Iteration 49Q: 3 clusters Score -1155500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1155500.250000 Penalty: 2946.677734
	Iteration 50Q: 3 clusters Score -1155500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1155500.375000 Penalty: 2946.677734
	Iteration 51Q: 3 clusters Score -1155500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1155500.375000 Penalty: 2946.677734
	Iteration 52F: 3 clusters Score -1155500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -76785.335938 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -76785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75620.500000 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -75620.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75848.750000 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -75848.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75950.726562 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -75950.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76064.062500 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -76064.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76175.312500 Penalty: 2109.485107
	Iteration 4F: 3 clusters Score -76175.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76275.562500 Penalty: 2109.485107
	Iteration 5F: 3 clusters Score -76275.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76354.601562 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -76354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76411.515625 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -76411.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76448.929688 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -76448.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76465.593750 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -76465.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76473.898438 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -76473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76490.000000 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -76490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76501.968750 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -76501.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76509.843750 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -76509.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76530.476562 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -76530.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76547.250000 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -76547.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76555.406250 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -76555.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76573.304688 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -76573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76585.015625 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -76585.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76602.718750 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -76602.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76620.257812 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -76620.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76625.070312 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -76625.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76630.679688 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -76630.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76635.335938 Penalty: 2109.485107
	Iteration 23Q: 3 clusters Score -76635.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76637.867188 Penalty: 2109.485107
	Iteration 24Q: 3 clusters Score -76637.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76643.500000 Penalty: 2109.485107
	Iteration 25Q: 3 clusters Score -76643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76643.500000 Penalty: 2109.485107
	Iteration 26F: 3 clusters Score -76643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -579581.562500 Penalty: 1363.455444
	Iteration 0F: 2 clusters Score -579581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -575952.875000 Penalty: 2726.910889
	Iteration 0F: 3 clusters Score -575952.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -576826.187500 Penalty: 2726.910889
	Iteration 1F: 3 clusters Score -576826.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -577003.062500 Penalty: 2726.910889
	Iteration 2F: 3 clusters Score -577003.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -577122.562500 Penalty: 2726.910889
	Iteration 3F: 3 clusters Score -577122.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -577224.062500 Penalty: 2726.910889
	Iteration 4Q: 3 clusters Score -577224.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -577320.625000 Penalty: 2726.910889
	Iteration 5Q: 3 clusters Score -577320.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -577405.000000 Penalty: 2726.910889
	Iteration 6Q: 3 clusters Score -577405 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -577492.500000 Penalty: 2726.910889
	Iteration 7Q: 3 clusters Score -577492.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -577588.125000 Penalty: 2726.910889
	Iteration 8Q: 3 clusters Score -577588.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -577703.875000 Penalty: 2726.910889
	Iteration 9Q: 3 clusters Score -577703.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -577817.875000 Penalty: 2726.910889
	Iteration 10Q: 3 clusters Score -577817.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -577973.187500 Penalty: 2726.910889
	Iteration 11Q: 3 clusters Score -577973.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -578131.375000 Penalty: 2726.910889
	Iteration 12Q: 3 clusters Score -578131.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -578263.812500 Penalty: 2726.910889
	Iteration 13Q: 3 clusters Score -578263.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -578418.437500 Penalty: 2726.910889
	Iteration 14Q: 3 clusters Score -578418.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -578565.812500 Penalty: 2726.910889
	Iteration 15Q: 3 clusters Score -578565.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -578643.000000 Penalty: 2726.910889
	Iteration 16Q: 3 clusters Score -578643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -578668.625000 Penalty: 2726.910889
	Iteration 17Q: 3 clusters Score -578668.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -578684.937500 Penalty: 2726.910889
	Iteration 18Q: 3 clusters Score -578684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -578691.937500 Penalty: 2726.910889
	Iteration 19Q: 3 clusters Score -578691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -578696.875000 Penalty: 2726.910889
	Iteration 20F: 3 clusters Score -578696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -578696.750000 Penalty: 2726.910889
	Iteration 21Q: 3 clusters Score -578696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -578696.687500 Penalty: 2726.910889
	Iteration 22Q: 3 clusters Score -578696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -578698.062500 Penalty: 2726.910889
	Iteration 23Q: 3 clusters Score -578698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -578698.625000 Penalty: 2726.910889
	Iteration 24Q: 3 clusters Score -578698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -578700.500000 Penalty: 2726.910889
	Iteration 25Q: 3 clusters Score -578700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -578702.937500 Penalty: 2726.910889
	Iteration 26Q: 3 clusters Score -578702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -578703.687500 Penalty: 2726.910889
	Iteration 27Q: 3 clusters Score -578703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -578707.000000 Penalty: 2726.910889
	Iteration 28Q: 3 clusters Score -578707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -578709.875000 Penalty: 2726.910889
	Iteration 29Q: 3 clusters Score -578709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -578711.437500 Penalty: 2726.910889
	Iteration 30Q: 3 clusters Score -578711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -578714.375000 Penalty: 2726.910889
	Iteration 31Q: 3 clusters Score -578714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -578715.875000 Penalty: 2726.910889
	Iteration 32Q: 3 clusters Score -578715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -578716.000000 Penalty: 2726.910889
	Iteration 33Q: 3 clusters Score -578716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -578717.062500 Penalty: 2726.910889
	Iteration 34Q: 3 clusters Score -578717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -578717.187500 Penalty: 2726.910889
	Iteration 35Q: 3 clusters Score -578717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -578717.187500 Penalty: 2726.910889
	Iteration 36F: 3 clusters Score -578717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48669.578125 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48669.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47663.406250 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47663.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47820.394531 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47820.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47862.351562 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -47862.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47873.882812 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -47873.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47879.992188 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -47879.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47889.371094 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -47889.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47900.808594 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -47900.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47902.683594 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -47902.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47902.683594 Penalty: 1966.928955
	Iteration 8F: 3 clusters Score -47902.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -210232.250000 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -210232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208588.671875 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -208588.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209096.953125 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -209097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209350.296875 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -209350.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209537.109375 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -209537.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -209649.406250 Penalty: 2353.909180
	Iteration 4F: 3 clusters Score -209649.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -209718.812500 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -209718.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -209765.218750 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -209765.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -209812.593750 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -209812.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209855.281250 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -209855.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -209886.578125 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -209886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -209902.015625 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -209902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -209914.109375 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -209914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -209918.765625 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -209918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209922.812500 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -209922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -209925.640625 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -209925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209926.703125 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -209926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209929.484375 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -209929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -209929.953125 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -209930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -209930.250000 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -209930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -209930.546875 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -209930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -209930.531250 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -209930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -209932.000000 Penalty: 2353.909180
	Iteration 21Q: 3 clusters Score -209932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -209932.000000 Penalty: 2353.909180
	Iteration 22F: 3 clusters Score -209932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20113.660156 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -20113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19358.832031 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -19358.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19461.156250 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -19461.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19482.939453 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -19482.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19508.128906 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -19508.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19514.914062 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -19514.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19520.488281 Penalty: 1757.330811
	Iteration 5Q: 3 clusters Score -19520.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19520.488281 Penalty: 1757.330811
	Iteration 6F: 3 clusters Score -19520.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (42326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Entering Unmasked Estep 
Score: -5613939.000000 Penalty: 1731.138062
	Iteration 0F: 2 clusters Score -5613939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5585520.500000 Penalty: 3462.276123
	Iteration 0F: 3 clusters Score -5585520 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5596610.000000 Penalty: 3462.276123
	Iteration 1F: 3 clusters Score -5596610 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5597021.500000 Penalty: 3462.276123
	Iteration 2Q: 3 clusters Score -5597022 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5597429.500000 Penalty: 3462.276123
	Iteration 3Q: 3 clusters Score -5597430 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5597902.000000 Penalty: 3462.276123
	Iteration 4Q: 3 clusters Score -5597902 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5598423.500000 Penalty: 3462.276123
	Iteration 5Q: 3 clusters Score -5598424 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -5599145.000000 Penalty: 3462.276123
	Iteration 6Q: 3 clusters Score -5599145 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5600225.500000 Penalty: 3462.276123
	Iteration 7Q: 3 clusters Score -5600226 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5601686.000000 Penalty: 3462.276123
	Iteration 8F: 3 clusters Score -5601686 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5603457.000000 Penalty: 3462.276123
	Iteration 9F: 3 clusters Score -5603457 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5605233.000000 Penalty: 3462.276123
	Iteration 10F: 3 clusters Score -5605233 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -5606782.000000 Penalty: 3462.276123
	Iteration 11F: 3 clusters Score -5606782 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5608073.500000 Penalty: 3462.276123
	Iteration 12Q: 3 clusters Score -5608074 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5609091.000000 Penalty: 3462.276123
	Iteration 13Q: 3 clusters Score -5609091 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5609912.500000 Penalty: 3462.276123
	Iteration 14Q: 3 clusters Score -5609912 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5610538.500000 Penalty: 3462.276123
	Iteration 15Q: 3 clusters Score -5610538 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5611072.000000 Penalty: 3462.276123
	Iteration 16Q: 3 clusters Score -5611072 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5611474.000000 Penalty: 3462.276123
	Iteration 17Q: 3 clusters Score -5611474 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5611781.000000 Penalty: 3462.276123
	Iteration 18Q: 3 clusters Score -5611781 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5612010.500000 Penalty: 3462.276123
	Iteration 19Q: 3 clusters Score -5612010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5612150.500000 Penalty: 3462.276123
	Iteration 20F: 3 clusters Score -5612150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5612260.000000 Penalty: 3462.276123
	Iteration 21Q: 3 clusters Score -5612260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5612316.500000 Penalty: 3462.276123
	Iteration 22Q: 3 clusters Score -5612316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5612358.000000 Penalty: 3462.276123
	Iteration 23Q: 3 clusters Score -5612358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5612379.000000 Penalty: 3462.276123
	Iteration 24Q: 3 clusters Score -5612379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5612393.500000 Penalty: 3462.276123
	Iteration 25Q: 3 clusters Score -5612394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5612427.000000 Penalty: 3462.276123
	Iteration 26Q: 3 clusters Score -5612427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5612446.000000 Penalty: 3462.276123
	Iteration 27Q: 3 clusters Score -5612446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5612458.000000 Penalty: 3462.276123
	Iteration 28Q: 3 clusters Score -5612458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5612473.500000 Penalty: 3462.276123
	Iteration 29Q: 3 clusters Score -5612474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5612492.000000 Penalty: 3462.276123
	Iteration 30Q: 3 clusters Score -5612492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5612496.500000 Penalty: 3462.276123
	Iteration 31Q: 3 clusters Score -5612496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5612500.500000 Penalty: 3462.276123
	Iteration 32Q: 3 clusters Score -5612500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5612507.500000 Penalty: 3462.276123
	Iteration 33Q: 3 clusters Score -5612508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5612502.500000 Penalty: 3462.276123
	Iteration 34Q: 3 clusters Score -5612502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5612508.000000 Penalty: 3462.276123
	Iteration 35Q: 3 clusters Score -5612508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5612508.000000 Penalty: 3462.276123
	Iteration 36Q: 3 clusters Score -5612508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5612511.000000 Penalty: 3462.276123
	Iteration 37Q: 3 clusters Score -5612511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5612511.000000 Penalty: 3462.276123
	Iteration 38F: 3 clusters Score -5612511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (48128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Entering Unmasked Estep 
Score: -6416880.500000 Penalty: 1752.013062
	Iteration 0F: 2 clusters Score -6416880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6385258.500000 Penalty: 3504.026123
	Iteration 0F: 3 clusters Score -6385258 nChanged 22488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -6397818.000000 Penalty: 3504.026123
	Iteration 1F: 3 clusters Score -6397818 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -6398306.500000 Penalty: 3504.026123
	Iteration 2Q: 3 clusters Score -6398306 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -6398796.000000 Penalty: 3504.026123
	Iteration 3Q: 3 clusters Score -6398796 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6399372.500000 Penalty: 3504.026123
	Iteration 4Q: 3 clusters Score -6399372 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6400145.000000 Penalty: 3504.026123
	Iteration 5Q: 3 clusters Score -6400145 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6401204.000000 Penalty: 3504.026123
	Iteration 6Q: 3 clusters Score -6401204 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6402701.500000 Penalty: 3504.026123
	Iteration 7F: 3 clusters Score -6402702 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -6404899.000000 Penalty: 3504.026123
	Iteration 8F: 3 clusters Score -6404899 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -6407374.000000 Penalty: 3504.026123
	Iteration 9F: 3 clusters Score -6407374 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6409233.500000 Penalty: 3504.026123
	Iteration 10F: 3 clusters Score -6409234 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -6410095.000000 Penalty: 3504.026123
	Iteration 11Q: 3 clusters Score -6410095 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -6410476.000000 Penalty: 3504.026123
	Iteration 12Q: 3 clusters Score -6410476 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6410654.000000 Penalty: 3504.026123
	Iteration 13Q: 3 clusters Score -6410654 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6410848.500000 Penalty: 3504.026123
	Iteration 14Q: 3 clusters Score -6410848 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6410985.000000 Penalty: 3504.026123
	Iteration 15Q: 3 clusters Score -6410985 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -6411149.500000 Penalty: 3504.026123
	Iteration 16Q: 3 clusters Score -6411150 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6411252.500000 Penalty: 3504.026123
	Iteration 17Q: 3 clusters Score -6411252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -6411363.500000 Penalty: 3504.026123
	Iteration 18Q: 3 clusters Score -6411364 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -6411432.500000 Penalty: 3504.026123
	Iteration 19Q: 3 clusters Score -6411432 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -6411499.500000 Penalty: 3504.026123
	Iteration 20F: 3 clusters Score -6411500 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -6411526.000000 Penalty: 3504.026123
	Iteration 21Q: 3 clusters Score -6411526 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6411554.500000 Penalty: 3504.026123
	Iteration 22Q: 3 clusters Score -6411554 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -6411569.500000 Penalty: 3504.026123
	Iteration 23Q: 3 clusters Score -6411570 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -6411567.000000 Penalty: 3504.026123
	Iteration 24Q: 3 clusters Score -6411567 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -6411544.000000 Penalty: 3504.026123
	Iteration 25Q: 3 clusters Score -6411544 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -6411521.000000 Penalty: 3504.026123
	Iteration 26Q: 3 clusters Score -6411521 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6411477.000000 Penalty: 3504.026123
	Iteration 27Q: 3 clusters Score -6411477 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6411433.500000 Penalty: 3504.026123
	Iteration 28Q: 3 clusters Score -6411434 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -6411470.000000 Penalty: 3504.026123
	Iteration 29Q: 3 clusters Score -6411470 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -6411453.000000 Penalty: 3504.026123
	Iteration 30Q: 3 clusters Score -6411453 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6411466.000000 Penalty: 3504.026123
	Iteration 31Q: 3 clusters Score -6411466 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6411460.000000 Penalty: 3504.026123
	Iteration 32Q: 3 clusters Score -6411460 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6411452.000000 Penalty: 3504.026123
	Iteration 33Q: 3 clusters Score -6411452 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6411527.000000 Penalty: 3504.026123
	Iteration 34Q: 3 clusters Score -6411527 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6411524.000000 Penalty: 3504.026123
	Iteration 35Q: 3 clusters Score -6411524 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6411531.500000 Penalty: 3504.026123
	Iteration 36Q: 3 clusters Score -6411532 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6411548.500000 Penalty: 3504.026123
	Iteration 37Q: 3 clusters Score -6411548 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -6411554.000000 Penalty: 3504.026123
	Iteration 38Q: 3 clusters Score -6411554 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6411572.500000 Penalty: 3504.026123
	Iteration 39Q: 3 clusters Score -6411572 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6411573.000000 Penalty: 3504.026123
	Iteration 40F: 3 clusters Score -6411573 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -6411585.000000 Penalty: 3504.026123
	Iteration 41Q: 3 clusters Score -6411585 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6411606.500000 Penalty: 3504.026123
	Iteration 42Q: 3 clusters Score -6411606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -6411625.000000 Penalty: 3504.026123
	Iteration 43Q: 3 clusters Score -6411625 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -6411622.500000 Penalty: 3504.026123
	Iteration 44Q: 3 clusters Score -6411622 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6411615.000000 Penalty: 3504.026123
	Iteration 45Q: 3 clusters Score -6411615 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -6411617.500000 Penalty: 3504.026123
	Iteration 46Q: 3 clusters Score -6411618 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -6411621.500000 Penalty: 3504.026123
	Iteration 47Q: 3 clusters Score -6411622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6411652.000000 Penalty: 3504.026123
	Iteration 48Q: 3 clusters Score -6411652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6411659.500000 Penalty: 3504.026123
	Iteration 49Q: 3 clusters Score -6411660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6411664.500000 Penalty: 3504.026123
	Iteration 50Q: 3 clusters Score -6411664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -6411675.500000 Penalty: 3504.026123
	Iteration 51Q: 3 clusters Score -6411676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -6411681.500000 Penalty: 3504.026123
	Iteration 52Q: 3 clusters Score -6411682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6411675.000000 Penalty: 3504.026123
	Iteration 53Q: 3 clusters Score -6411675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6411646.000000 Penalty: 3504.026123
	Iteration 54Q: 3 clusters Score -6411646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6411656.500000 Penalty: 3504.026123
	Iteration 55Q: 3 clusters Score -6411656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6411664.500000 Penalty: 3504.026123
	Iteration 56Q: 3 clusters Score -6411664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -6411674.500000 Penalty: 3504.026123
	Iteration 57Q: 3 clusters Score -6411674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6411662.000000 Penalty: 3504.026123
	Iteration 58Q: 3 clusters Score -6411662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6411664.500000 Penalty: 3504.026123
	Iteration 59Q: 3 clusters Score -6411664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6411660.000000 Penalty: 3504.026123
	Iteration 60F: 3 clusters Score -6411660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -6411644.000000 Penalty: 3504.026123
	Iteration 61Q: 3 clusters Score -6411644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -6411657.000000 Penalty: 3504.026123
	Iteration 62Q: 3 clusters Score -6411657 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -6411639.000000 Penalty: 3504.026123
	Iteration 63Q: 3 clusters Score -6411639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -6411662.000000 Penalty: 3504.026123
	Iteration 64Q: 3 clusters Score -6411662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -6411662.500000 Penalty: 3504.026123
	Iteration 65Q: 3 clusters Score -6411662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -6411686.500000 Penalty: 3504.026123
	Iteration 66Q: 3 clusters Score -6411686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -6411687.000000 Penalty: 3504.026123
	Iteration 67Q: 3 clusters Score -6411687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -6411678.500000 Penalty: 3504.026123
	Iteration 68Q: 3 clusters Score -6411678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -6411673.500000 Penalty: 3504.026123
	Iteration 69Q: 3 clusters Score -6411674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6411666.000000 Penalty: 3504.026123
	Iteration 70Q: 3 clusters Score -6411666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6411663.000000 Penalty: 3504.026123
	Iteration 71Q: 3 clusters Score -6411663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -6411658.000000 Penalty: 3504.026123
	Iteration 72Q: 3 clusters Score -6411658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -6411647.500000 Penalty: 3504.026123
	Iteration 73Q: 3 clusters Score -6411648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -6411667.000000 Penalty: 3504.026123
	Iteration 74Q: 3 clusters Score -6411667 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6411682.000000 Penalty: 3504.026123
	Iteration 75Q: 3 clusters Score -6411682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6411689.000000 Penalty: 3504.026123
	Iteration 76Q: 3 clusters Score -6411689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -6411708.000000 Penalty: 3504.026123
	Iteration 77Q: 3 clusters Score -6411708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6411696.000000 Penalty: 3504.026123
	Iteration 78Q: 3 clusters Score -6411696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -6411699.000000 Penalty: 3504.026123
	Iteration 79Q: 3 clusters Score -6411699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -6411695.000000 Penalty: 3504.026123
	Iteration 80F: 3 clusters Score -6411695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -6411695.000000 Penalty: 3504.026123
	Iteration 81Q: 3 clusters Score -6411695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -6411691.000000 Penalty: 3504.026123
	Iteration 82Q: 3 clusters Score -6411691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -6411674.000000 Penalty: 3504.026123
	Iteration 83Q: 3 clusters Score -6411674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -6411651.000000 Penalty: 3504.026123
	Iteration 84Q: 3 clusters Score -6411651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -6411661.000000 Penalty: 3504.026123
	Iteration 85Q: 3 clusters Score -6411661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6411653.000000 Penalty: 3504.026123
	Iteration 86Q: 3 clusters Score -6411653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -6411643.000000 Penalty: 3504.026123
	Iteration 87Q: 3 clusters Score -6411643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6411617.500000 Penalty: 3504.026123
	Iteration 88Q: 3 clusters Score -6411618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -6411621.000000 Penalty: 3504.026123
	Iteration 89Q: 3 clusters Score -6411621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -6411616.500000 Penalty: 3504.026123
	Iteration 90Q: 3 clusters Score -6411616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6411619.000000 Penalty: 3504.026123
	Iteration 91Q: 3 clusters Score -6411619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -6411621.000000 Penalty: 3504.026123
	Iteration 92Q: 3 clusters Score -6411621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -6411632.500000 Penalty: 3504.026123
	Iteration 93Q: 3 clusters Score -6411632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -6411635.500000 Penalty: 3504.026123
	Iteration 94Q: 3 clusters Score -6411636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -6411640.000000 Penalty: 3504.026123
	Iteration 95Q: 3 clusters Score -6411640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -6411669.500000 Penalty: 3504.026123
	Iteration 96Q: 3 clusters Score -6411670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -6411666.000000 Penalty: 3504.026123
	Iteration 97Q: 3 clusters Score -6411666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -6411668.000000 Penalty: 3504.026123
	Iteration 98Q: 3 clusters Score -6411668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -6411652.000000 Penalty: 3504.026123
	Iteration 99Q: 3 clusters Score -6411652 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6411648.000000 Penalty: 3504.026123
	Iteration 100F: 3 clusters Score -6411648 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6411662.500000 Penalty: 3504.026123
	Iteration 101Q: 3 clusters Score -6411662 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6411632.500000 Penalty: 3504.026123
	Iteration 102Q: 3 clusters Score -6411632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6411641.500000 Penalty: 3504.026123
	Iteration 103Q: 3 clusters Score -6411642 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6411656.000000 Penalty: 3504.026123
	Iteration 104Q: 3 clusters Score -6411656 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -6411672.000000 Penalty: 3504.026123
	Iteration 105Q: 3 clusters Score -6411672 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -6411668.000000 Penalty: 3504.026123
	Iteration 106Q: 3 clusters Score -6411668 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -6411685.500000 Penalty: 3504.026123
	Iteration 107Q: 3 clusters Score -6411686 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6411680.500000 Penalty: 3504.026123
	Iteration 108Q: 3 clusters Score -6411680 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -6411712.500000 Penalty: 3504.026123
	Iteration 109Q: 3 clusters Score -6411712 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6411719.500000 Penalty: 3504.026123
	Iteration 110Q: 3 clusters Score -6411720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6411698.500000 Penalty: 3504.026123
	Iteration 111Q: 3 clusters Score -6411698 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -6411726.000000 Penalty: 3504.026123
	Iteration 112Q: 3 clusters Score -6411726 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -6411748.500000 Penalty: 3504.026123
	Iteration 113Q: 3 clusters Score -6411748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -6411728.000000 Penalty: 3504.026123
	Iteration 114Q: 3 clusters Score -6411728 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -6411726.500000 Penalty: 3504.026123
	Iteration 115Q: 3 clusters Score -6411726 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -6411753.000000 Penalty: 3504.026123
	Iteration 116Q: 3 clusters Score -6411753 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6411759.500000 Penalty: 3504.026123
	Iteration 117Q: 3 clusters Score -6411760 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -6411813.000000 Penalty: 3504.026123
	Iteration 118Q: 3 clusters Score -6411813 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -6411864.000000 Penalty: 3504.026123
	Iteration 119Q: 3 clusters Score -6411864 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -6411879.000000 Penalty: 3504.026123
	Iteration 120F: 3 clusters Score -6411879 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -6411930.000000 Penalty: 3504.026123
	Iteration 121Q: 3 clusters Score -6411930 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -6411974.000000 Penalty: 3504.026123
	Iteration 122Q: 3 clusters Score -6411974 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -6412000.500000 Penalty: 3504.026123
	Iteration 123Q: 3 clusters Score -6412000 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -6412062.500000 Penalty: 3504.026123
	Iteration 124Q: 3 clusters Score -6412062 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -6412139.000000 Penalty: 3504.026123
	Iteration 125Q: 3 clusters Score -6412139 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6412245.500000 Penalty: 3504.026123
	Iteration 126Q: 3 clusters Score -6412246 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -6412365.000000 Penalty: 3504.026123
	Iteration 127Q: 3 clusters Score -6412365 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -6412564.000000 Penalty: 3504.026123
	Iteration 128Q: 3 clusters Score -6412564 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6412790.500000 Penalty: 3504.026123
	Iteration 129Q: 3 clusters Score -6412790 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6413023.000000 Penalty: 3504.026123
	Iteration 130Q: 3 clusters Score -6413023 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6413225.500000 Penalty: 3504.026123
	Iteration 131Q: 3 clusters Score -6413226 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -6413437.500000 Penalty: 3504.026123
	Iteration 132Q: 3 clusters Score -6413438 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6413613.500000 Penalty: 3504.026123
	Iteration 133Q: 3 clusters Score -6413614 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -6413781.500000 Penalty: 3504.026123
	Iteration 134Q: 3 clusters Score -6413782 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6413993.500000 Penalty: 3504.026123
	Iteration 135Q: 3 clusters Score -6413994 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6414181.000000 Penalty: 3504.026123
	Iteration 136Q: 3 clusters Score -6414181 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6414397.500000 Penalty: 3504.026123
	Iteration 137Q: 3 clusters Score -6414398 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6414558.000000 Penalty: 3504.026123
	Iteration 138Q: 3 clusters Score -6414558 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6414656.500000 Penalty: 3504.026123
	Iteration 139Q: 3 clusters Score -6414656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6414777.000000 Penalty: 3504.026123
	Iteration 140F: 3 clusters Score -6414777 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6414878.000000 Penalty: 3504.026123
	Iteration 141Q: 3 clusters Score -6414878 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6414955.000000 Penalty: 3504.026123
	Iteration 142Q: 3 clusters Score -6414955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6414997.500000 Penalty: 3504.026123
	Iteration 143Q: 3 clusters Score -6414998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6415035.500000 Penalty: 3504.026123
	Iteration 144Q: 3 clusters Score -6415036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6415063.500000 Penalty: 3504.026123
	Iteration 145Q: 3 clusters Score -6415064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6415101.500000 Penalty: 3504.026123
	Iteration 146Q: 3 clusters Score -6415102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6415150.500000 Penalty: 3504.026123
	Iteration 147Q: 3 clusters Score -6415150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6415168.000000 Penalty: 3504.026123
	Iteration 148Q: 3 clusters Score -6415168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6415191.000000 Penalty: 3504.026123
	Iteration 149Q: 3 clusters Score -6415191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6415240.500000 Penalty: 3504.026123
	Iteration 150Q: 3 clusters Score -6415240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6415259.500000 Penalty: 3504.026123
	Iteration 151Q: 3 clusters Score -6415260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6415270.000000 Penalty: 3504.026123
	Iteration 152Q: 3 clusters Score -6415270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6415284.000000 Penalty: 3504.026123
	Iteration 153Q: 3 clusters Score -6415284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6415293.500000 Penalty: 3504.026123
	Iteration 154Q: 3 clusters Score -6415294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6415301.000000 Penalty: 3504.026123
	Iteration 155Q: 3 clusters Score -6415301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6415325.500000 Penalty: 3504.026123
	Iteration 156Q: 3 clusters Score -6415326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6415342.500000 Penalty: 3504.026123
	Iteration 157Q: 3 clusters Score -6415342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6415348.000000 Penalty: 3504.026123
	Iteration 158Q: 3 clusters Score -6415348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6415366.500000 Penalty: 3504.026123
	Iteration 159Q: 3 clusters Score -6415366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6415365.000000 Penalty: 3504.026123
	Iteration 160F: 3 clusters Score -6415365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6415383.000000 Penalty: 3504.026123
	Iteration 161Q: 3 clusters Score -6415383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6415385.000000 Penalty: 3504.026123
	Iteration 162Q: 3 clusters Score -6415385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6415385.500000 Penalty: 3504.026123
	Iteration 163Q: 3 clusters Score -6415386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6415396.000000 Penalty: 3504.026123
	Iteration 164Q: 3 clusters Score -6415396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6415400.000000 Penalty: 3504.026123
	Iteration 165Q: 3 clusters Score -6415400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6415400.500000 Penalty: 3504.026123
	Iteration 166Q: 3 clusters Score -6415400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6415404.500000 Penalty: 3504.026123
	Iteration 167Q: 3 clusters Score -6415404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6415405.500000 Penalty: 3504.026123
	Iteration 168Q: 3 clusters Score -6415406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6415412.500000 Penalty: 3504.026123
	Iteration 169Q: 3 clusters Score -6415412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6415415.500000 Penalty: 3504.026123
	Iteration 170Q: 3 clusters Score -6415416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6415419.000000 Penalty: 3504.026123
	Iteration 171Q: 3 clusters Score -6415419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6415431.500000 Penalty: 3504.026123
	Iteration 172Q: 3 clusters Score -6415432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6415427.000000 Penalty: 3504.026123
	Iteration 173Q: 3 clusters Score -6415427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6415431.500000 Penalty: 3504.026123
	Iteration 174Q: 3 clusters Score -6415432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6415433.000000 Penalty: 3504.026123
	Iteration 175Q: 3 clusters Score -6415433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6415433.500000 Penalty: 3504.026123
	Iteration 176Q: 3 clusters Score -6415434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6415434.000000 Penalty: 3504.026123
	Iteration 177Q: 3 clusters Score -6415434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6415439.500000 Penalty: 3504.026123
	Iteration 178Q: 3 clusters Score -6415440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6415436.000000 Penalty: 3504.026123
	Iteration 179Q: 3 clusters Score -6415436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6415437.000000 Penalty: 3504.026123
	Iteration 180F: 3 clusters Score -6415437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6415440.500000 Penalty: 3504.026123
	Iteration 181Q: 3 clusters Score -6415440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6415441.000000 Penalty: 3504.026123
	Iteration 182Q: 3 clusters Score -6415441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6415441.000000 Penalty: 3504.026123
	Iteration 183F: 3 clusters Score -6415441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (38362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Entering Unmasked Estep 
Score: -5120917.000000 Penalty: 1715.158691
	Iteration 0F: 2 clusters Score -5120917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5095189.500000 Penalty: 3430.317383
	Iteration 0F: 3 clusters Score -5095190 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5105192.500000 Penalty: 3430.317383
	Iteration 1F: 3 clusters Score -5105192 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5105717.000000 Penalty: 3430.317383
	Iteration 2Q: 3 clusters Score -5105717 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -5106373.500000 Penalty: 3430.317383
	Iteration 3Q: 3 clusters Score -5106374 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5107374.000000 Penalty: 3430.317383
	Iteration 4F: 3 clusters Score -5107374 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5108898.000000 Penalty: 3430.317383
	Iteration 5F: 3 clusters Score -5108898 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -5111061.000000 Penalty: 3430.317383
	Iteration 6F: 3 clusters Score -5111061 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5113666.500000 Penalty: 3430.317383
	Iteration 7F: 3 clusters Score -5113666 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5116033.000000 Penalty: 3430.317383
	Iteration 8F: 3 clusters Score -5116033 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5117677.500000 Penalty: 3430.317383
	Iteration 9Q: 3 clusters Score -5117678 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5118613.500000 Penalty: 3430.317383
	Iteration 10Q: 3 clusters Score -5118614 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5119081.000000 Penalty: 3430.317383
	Iteration 11Q: 3 clusters Score -5119081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5119222.000000 Penalty: 3430.317383
	Iteration 12Q: 3 clusters Score -5119222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5119301.500000 Penalty: 3430.317383
	Iteration 13Q: 3 clusters Score -5119302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5119326.500000 Penalty: 3430.317383
	Iteration 14Q: 3 clusters Score -5119326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5119350.000000 Penalty: 3430.317383
	Iteration 15Q: 3 clusters Score -5119350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5119365.500000 Penalty: 3430.317383
	Iteration 16Q: 3 clusters Score -5119366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5119381.000000 Penalty: 3430.317383
	Iteration 17Q: 3 clusters Score -5119381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5119382.500000 Penalty: 3430.317383
	Iteration 18Q: 3 clusters Score -5119382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5119385.500000 Penalty: 3430.317383
	Iteration 19Q: 3 clusters Score -5119386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5119382.500000 Penalty: 3430.317383
	Iteration 20F: 3 clusters Score -5119382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -105088.109375 Penalty: 1058.158691
	Iteration 0F: 2 clusters Score -105088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103859.187500 Penalty: 2116.317383
	Iteration 0F: 3 clusters Score -103859.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104031.968750 Penalty: 2116.317383
	Iteration 1F: 3 clusters Score -104032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104081.859375 Penalty: 2116.317383
	Iteration 2F: 3 clusters Score -104081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104106.734375 Penalty: 2116.317383
	Iteration 3Q: 3 clusters Score -104106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104123.679688 Penalty: 2116.317383
	Iteration 4Q: 3 clusters Score -104123.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104136.898438 Penalty: 2116.317383
	Iteration 5Q: 3 clusters Score -104136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104142.289062 Penalty: 2116.317383
	Iteration 6Q: 3 clusters Score -104142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104144.421875 Penalty: 2116.317383
	Iteration 7Q: 3 clusters Score -104144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104148.101562 Penalty: 2116.317383
	Iteration 8Q: 3 clusters Score -104148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104149.375000 Penalty: 2116.317383
	Iteration 9Q: 3 clusters Score -104149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104153.070312 Penalty: 2116.317383
	Iteration 10Q: 3 clusters Score -104153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104157.375000 Penalty: 2116.317383
	Iteration 11Q: 3 clusters Score -104157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104160.148438 Penalty: 2116.317383
	Iteration 12Q: 3 clusters Score -104160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104160.148438 Penalty: 2116.317383
	Iteration 13F: 3 clusters Score -104160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8610.957031 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -8610.957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7922.156738 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -7922.157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8088.115234 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -8088.115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8156.298828 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -8156.299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8166.674316 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -8166.674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8173.601562 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -8173.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8192.688477 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -8192.688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8213.405273 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -8213.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8218.050781 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -8218.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8244.135742 Penalty: 1733.133667
	Iteration 8Q: 3 clusters Score -8244.136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8250.265625 Penalty: 1733.133667
	Iteration 9Q: 3 clusters Score -8250.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8250.265625 Penalty: 1733.133667
	Iteration 10F: 3 clusters Score -8250.266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -97799.546875 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -97799.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96574.734375 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -96574.73 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96808.742188 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -96808.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96879.953125 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -96879.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96909.375000 Penalty: 2170.461182
	Iteration 3Q: 3 clusters Score -96909.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96921.656250 Penalty: 2170.461182
	Iteration 4Q: 3 clusters Score -96921.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96923.359375 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -96923.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96925.617188 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -96925.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96928.265625 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -96928.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96943.421875 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -96943.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96952.414062 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -96952.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96966.015625 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -96966.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96995.070312 Penalty: 2170.461182
	Iteration 11Q: 3 clusters Score -96995.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97022.734375 Penalty: 2170.461182
	Iteration 12Q: 3 clusters Score -97022.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97039.265625 Penalty: 2170.461182
	Iteration 13Q: 3 clusters Score -97039.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97067.328125 Penalty: 2170.461182
	Iteration 14Q: 3 clusters Score -97067.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97089.687500 Penalty: 2170.461182
	Iteration 15Q: 3 clusters Score -97089.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97116.171875 Penalty: 2170.461182
	Iteration 16Q: 3 clusters Score -97116.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97131.203125 Penalty: 2170.461182
	Iteration 17Q: 3 clusters Score -97131.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97147.320312 Penalty: 2170.461182
	Iteration 18Q: 3 clusters Score -97147.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -97157.109375 Penalty: 2170.461182
	Iteration 19Q: 3 clusters Score -97157.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97172.531250 Penalty: 2170.461182
	Iteration 20F: 3 clusters Score -97172.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97206.851562 Penalty: 2170.461182
	Iteration 21Q: 3 clusters Score -97206.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97241.710938 Penalty: 2170.461182
	Iteration 22Q: 3 clusters Score -97241.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97265.140625 Penalty: 2170.461182
	Iteration 23Q: 3 clusters Score -97265.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97283.609375 Penalty: 2170.461182
	Iteration 24Q: 3 clusters Score -97283.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97287.164062 Penalty: 2170.461182
	Iteration 25Q: 3 clusters Score -97287.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97290.343750 Penalty: 2170.461182
	Iteration 26Q: 3 clusters Score -97290.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97295.265625 Penalty: 2170.461182
	Iteration 27Q: 3 clusters Score -97295.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97295.265625 Penalty: 2170.461182
	Iteration 28F: 3 clusters Score -97295.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Entering Unmasked Estep 
Score: -2097397.500000 Penalty: 1574.380981
	Iteration 0F: 2 clusters Score -2097398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2086367.875000 Penalty: 3148.761963
	Iteration 0F: 3 clusters Score -2086368 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2090308.375000 Penalty: 3148.761963
	Iteration 1F: 3 clusters Score -2090308 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2090674.250000 Penalty: 3148.761963
	Iteration 2F: 3 clusters Score -2090674 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2090936.875000 Penalty: 3148.761963
	Iteration 3Q: 3 clusters Score -2090937 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2091159.000000 Penalty: 3148.761963
	Iteration 4Q: 3 clusters Score -2091159 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2091394.875000 Penalty: 3148.761963
	Iteration 5Q: 3 clusters Score -2091395 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2091642.500000 Penalty: 3148.761963
	Iteration 6Q: 3 clusters Score -2091642 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2091901.250000 Penalty: 3148.761963
	Iteration 7Q: 3 clusters Score -2091901 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2092222.875000 Penalty: 3148.761963
	Iteration 8Q: 3 clusters Score -2092223 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2092605.500000 Penalty: 3148.761963
	Iteration 9Q: 3 clusters Score -2092606 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2093067.750000 Penalty: 3148.761963
	Iteration 10Q: 3 clusters Score -2093068 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2093637.750000 Penalty: 3148.761963
	Iteration 11Q: 3 clusters Score -2093638 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2094191.000000 Penalty: 3148.761963
	Iteration 12Q: 3 clusters Score -2094191 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2094568.250000 Penalty: 3148.761963
	Iteration 13Q: 3 clusters Score -2094568 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2094773.250000 Penalty: 3148.761963
	Iteration 14Q: 3 clusters Score -2094773 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2094905.500000 Penalty: 3148.761963
	Iteration 15Q: 3 clusters Score -2094906 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2094974.500000 Penalty: 3148.761963
	Iteration 16Q: 3 clusters Score -2094974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2095028.750000 Penalty: 3148.761963
	Iteration 17Q: 3 clusters Score -2095029 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2095073.875000 Penalty: 3148.761963
	Iteration 18Q: 3 clusters Score -2095074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2095125.250000 Penalty: 3148.761963
	Iteration 19Q: 3 clusters Score -2095125 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2095179.125000 Penalty: 3148.761963
	Iteration 20F: 3 clusters Score -2095179 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2095210.500000 Penalty: 3148.761963
	Iteration 21Q: 3 clusters Score -2095210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2095251.250000 Penalty: 3148.761963
	Iteration 22Q: 3 clusters Score -2095251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2095272.000000 Penalty: 3148.761963
	Iteration 23Q: 3 clusters Score -2095272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2095289.625000 Penalty: 3148.761963
	Iteration 24Q: 3 clusters Score -2095290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2095296.125000 Penalty: 3148.761963
	Iteration 25Q: 3 clusters Score -2095296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2095314.750000 Penalty: 3148.761963
	Iteration 26Q: 3 clusters Score -2095315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2095320.125000 Penalty: 3148.761963
	Iteration 27Q: 3 clusters Score -2095320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2095330.250000 Penalty: 3148.761963
	Iteration 28Q: 3 clusters Score -2095330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2095335.500000 Penalty: 3148.761963
	Iteration 29Q: 3 clusters Score -2095336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2095345.750000 Penalty: 3148.761963
	Iteration 30Q: 3 clusters Score -2095346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2095348.500000 Penalty: 3148.761963
	Iteration 31Q: 3 clusters Score -2095348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2095360.500000 Penalty: 3148.761963
	Iteration 32Q: 3 clusters Score -2095360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2095368.250000 Penalty: 3148.761963
	Iteration 33Q: 3 clusters Score -2095368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2095378.750000 Penalty: 3148.761963
	Iteration 34Q: 3 clusters Score -2095379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2095394.375000 Penalty: 3148.761963
	Iteration 35Q: 3 clusters Score -2095394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2095396.625000 Penalty: 3148.761963
	Iteration 36Q: 3 clusters Score -2095397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2095393.625000 Penalty: 3148.761963
	Iteration 37Q: 3 clusters Score -2095394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2095399.125000 Penalty: 3148.761963
	Iteration 38Q: 3 clusters Score -2095399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2095398.500000 Penalty: 3148.761963
	Iteration 39Q: 3 clusters Score -2095398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2095405.000000 Penalty: 3148.761963
	Iteration 40F: 3 clusters Score -2095405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2095409.250000 Penalty: 3148.761963
	Iteration 41Q: 3 clusters Score -2095409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2095419.750000 Penalty: 3148.761963
	Iteration 42Q: 3 clusters Score -2095420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2095432.500000 Penalty: 3148.761963
	Iteration 43Q: 3 clusters Score -2095432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2095445.500000 Penalty: 3148.761963
	Iteration 44Q: 3 clusters Score -2095446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2095452.375000 Penalty: 3148.761963
	Iteration 45Q: 3 clusters Score -2095452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2095463.875000 Penalty: 3148.761963
	Iteration 46Q: 3 clusters Score -2095464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2095476.250000 Penalty: 3148.761963
	Iteration 47Q: 3 clusters Score -2095476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2095481.625000 Penalty: 3148.761963
	Iteration 48Q: 3 clusters Score -2095482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2095487.125000 Penalty: 3148.761963
	Iteration 49Q: 3 clusters Score -2095487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2095496.750000 Penalty: 3148.761963
	Iteration 50Q: 3 clusters Score -2095497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2095500.375000 Penalty: 3148.761963
	Iteration 51Q: 3 clusters Score -2095500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2095514.500000 Penalty: 3148.761963
	Iteration 52Q: 3 clusters Score -2095514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2095523.625000 Penalty: 3148.761963
	Iteration 53Q: 3 clusters Score -2095524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2095526.875000 Penalty: 3148.761963
	Iteration 54Q: 3 clusters Score -2095527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2095534.000000 Penalty: 3148.761963
	Iteration 55Q: 3 clusters Score -2095534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2095541.375000 Penalty: 3148.761963
	Iteration 56Q: 3 clusters Score -2095541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2095550.625000 Penalty: 3148.761963
	Iteration 57Q: 3 clusters Score -2095551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2095556.375000 Penalty: 3148.761963
	Iteration 58Q: 3 clusters Score -2095556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2095560.750000 Penalty: 3148.761963
	Iteration 59Q: 3 clusters Score -2095561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2095569.375000 Penalty: 3148.761963
	Iteration 60F: 3 clusters Score -2095569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2095572.625000 Penalty: 3148.761963
	Iteration 61Q: 3 clusters Score -2095573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2095581.125000 Penalty: 3148.761963
	Iteration 62Q: 3 clusters Score -2095581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2095584.375000 Penalty: 3148.761963
	Iteration 63Q: 3 clusters Score -2095584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2095587.875000 Penalty: 3148.761963
	Iteration 64Q: 3 clusters Score -2095588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2095593.125000 Penalty: 3148.761963
	Iteration 65Q: 3 clusters Score -2095593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2095600.750000 Penalty: 3148.761963
	Iteration 66Q: 3 clusters Score -2095601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2095602.875000 Penalty: 3148.761963
	Iteration 67Q: 3 clusters Score -2095603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2095611.000000 Penalty: 3148.761963
	Iteration 68Q: 3 clusters Score -2095611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2095621.000000 Penalty: 3148.761963
	Iteration 69Q: 3 clusters Score -2095621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2095627.000000 Penalty: 3148.761963
	Iteration 70Q: 3 clusters Score -2095627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2095631.875000 Penalty: 3148.761963
	Iteration 71Q: 3 clusters Score -2095632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2095635.875000 Penalty: 3148.761963
	Iteration 72Q: 3 clusters Score -2095636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2095641.000000 Penalty: 3148.761963
	Iteration 73Q: 3 clusters Score -2095641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2095642.500000 Penalty: 3148.761963
	Iteration 74Q: 3 clusters Score -2095642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2095645.250000 Penalty: 3148.761963
	Iteration 75Q: 3 clusters Score -2095645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2095648.250000 Penalty: 3148.761963
	Iteration 76Q: 3 clusters Score -2095648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2095647.250000 Penalty: 3148.761963
	Iteration 77Q: 3 clusters Score -2095647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2095652.125000 Penalty: 3148.761963
	Iteration 78Q: 3 clusters Score -2095652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2095658.750000 Penalty: 3148.761963
	Iteration 79Q: 3 clusters Score -2095659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2095663.250000 Penalty: 3148.761963
	Iteration 80F: 3 clusters Score -2095663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2095672.125000 Penalty: 3148.761963
	Iteration 81Q: 3 clusters Score -2095672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2095695.250000 Penalty: 3148.761963
	Iteration 82Q: 3 clusters Score -2095695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2095707.125000 Penalty: 3148.761963
	Iteration 83Q: 3 clusters Score -2095707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2095727.000000 Penalty: 3148.761963
	Iteration 84Q: 3 clusters Score -2095727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2095740.625000 Penalty: 3148.761963
	Iteration 85Q: 3 clusters Score -2095741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2095755.375000 Penalty: 3148.761963
	Iteration 86Q: 3 clusters Score -2095755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2095785.625000 Penalty: 3148.761963
	Iteration 87Q: 3 clusters Score -2095786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2095803.375000 Penalty: 3148.761963
	Iteration 88Q: 3 clusters Score -2095803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2095816.375000 Penalty: 3148.761963
	Iteration 89Q: 3 clusters Score -2095816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2095825.750000 Penalty: 3148.761963
	Iteration 90Q: 3 clusters Score -2095826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2095839.000000 Penalty: 3148.761963
	Iteration 91Q: 3 clusters Score -2095839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2095855.875000 Penalty: 3148.761963
	Iteration 92Q: 3 clusters Score -2095856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2095865.000000 Penalty: 3148.761963
	Iteration 93Q: 3 clusters Score -2095865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2095874.250000 Penalty: 3148.761963
	Iteration 94Q: 3 clusters Score -2095874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2095886.625000 Penalty: 3148.761963
	Iteration 95Q: 3 clusters Score -2095887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2095892.500000 Penalty: 3148.761963
	Iteration 96Q: 3 clusters Score -2095892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2095900.750000 Penalty: 3148.761963
	Iteration 97Q: 3 clusters Score -2095901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2095906.750000 Penalty: 3148.761963
	Iteration 98Q: 3 clusters Score -2095907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2095910.875000 Penalty: 3148.761963
	Iteration 99Q: 3 clusters Score -2095911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2095914.125000 Penalty: 3148.761963
	Iteration 100F: 3 clusters Score -2095914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2095926.625000 Penalty: 3148.761963
	Iteration 101Q: 3 clusters Score -2095927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2095931.875000 Penalty: 3148.761963
	Iteration 102Q: 3 clusters Score -2095932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2095938.125000 Penalty: 3148.761963
	Iteration 103Q: 3 clusters Score -2095938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2095938.000000 Penalty: 3148.761963
	Iteration 104Q: 3 clusters Score -2095938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2095942.500000 Penalty: 3148.761963
	Iteration 105Q: 3 clusters Score -2095942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2095948.500000 Penalty: 3148.761963
	Iteration 106Q: 3 clusters Score -2095948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2095957.125000 Penalty: 3148.761963
	Iteration 107Q: 3 clusters Score -2095957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2095963.250000 Penalty: 3148.761963
	Iteration 108Q: 3 clusters Score -2095963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2095968.500000 Penalty: 3148.761963
	Iteration 109Q: 3 clusters Score -2095968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2095969.625000 Penalty: 3148.761963
	Iteration 110Q: 3 clusters Score -2095970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2095969.125000 Penalty: 3148.761963
	Iteration 111Q: 3 clusters Score -2095969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2095967.875000 Penalty: 3148.761963
	Iteration 112Q: 3 clusters Score -2095968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2095972.375000 Penalty: 3148.761963
	Iteration 113Q: 3 clusters Score -2095972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2095971.500000 Penalty: 3148.761963
	Iteration 114Q: 3 clusters Score -2095972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2095970.625000 Penalty: 3148.761963
	Iteration 115Q: 3 clusters Score -2095971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2095972.750000 Penalty: 3148.761963
	Iteration 116Q: 3 clusters Score -2095973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2095970.625000 Penalty: 3148.761963
	Iteration 117Q: 3 clusters Score -2095971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2095972.125000 Penalty: 3148.761963
	Iteration 118Q: 3 clusters Score -2095972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2095975.125000 Penalty: 3148.761963
	Iteration 119Q: 3 clusters Score -2095975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2095973.125000 Penalty: 3148.761963
	Iteration 120F: 3 clusters Score -2095973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2095974.250000 Penalty: 3148.761963
	Iteration 121Q: 3 clusters Score -2095974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2095975.125000 Penalty: 3148.761963
	Iteration 122Q: 3 clusters Score -2095975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2095974.500000 Penalty: 3148.761963
	Iteration 123Q: 3 clusters Score -2095974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2095975.500000 Penalty: 3148.761963
	Iteration 124Q: 3 clusters Score -2095976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2095974.750000 Penalty: 3148.761963
	Iteration 125Q: 3 clusters Score -2095975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2095977.375000 Penalty: 3148.761963
	Iteration 126Q: 3 clusters Score -2095977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2095981.750000 Penalty: 3148.761963
	Iteration 127Q: 3 clusters Score -2095982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2095983.125000 Penalty: 3148.761963
	Iteration 128Q: 3 clusters Score -2095983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2095982.500000 Penalty: 3148.761963
	Iteration 129Q: 3 clusters Score -2095982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2095984.875000 Penalty: 3148.761963
	Iteration 130Q: 3 clusters Score -2095985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2095983.500000 Penalty: 3148.761963
	Iteration 131Q: 3 clusters Score -2095984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2095988.125000 Penalty: 3148.761963
	Iteration 132Q: 3 clusters Score -2095988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2095989.625000 Penalty: 3148.761963
	Iteration 133Q: 3 clusters Score -2095990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2095988.375000 Penalty: 3148.761963
	Iteration 134Q: 3 clusters Score -2095988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2095988.875000 Penalty: 3148.761963
	Iteration 135Q: 3 clusters Score -2095989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2095992.500000 Penalty: 3148.761963
	Iteration 136Q: 3 clusters Score -2095992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2095989.500000 Penalty: 3148.761963
	Iteration 137Q: 3 clusters Score -2095990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2095991.375000 Penalty: 3148.761963
	Iteration 138Q: 3 clusters Score -2095991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2095992.875000 Penalty: 3148.761963
	Iteration 139Q: 3 clusters Score -2095993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2095995.875000 Penalty: 3148.761963
	Iteration 140F: 3 clusters Score -2095996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2095997.875000 Penalty: 3148.761963
	Iteration 141Q: 3 clusters Score -2095998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2096000.250000 Penalty: 3148.761963
	Iteration 142Q: 3 clusters Score -2096000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2096005.375000 Penalty: 3148.761963
	Iteration 143Q: 3 clusters Score -2096005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2096003.000000 Penalty: 3148.761963
	Iteration 144Q: 3 clusters Score -2096003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2096004.500000 Penalty: 3148.761963
	Iteration 145Q: 3 clusters Score -2096004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2096003.000000 Penalty: 3148.761963
	Iteration 146Q: 3 clusters Score -2096003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2096004.125000 Penalty: 3148.761963
	Iteration 147Q: 3 clusters Score -2096004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2096004.250000 Penalty: 3148.761963
	Iteration 148Q: 3 clusters Score -2096004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2096006.250000 Penalty: 3148.761963
	Iteration 149Q: 3 clusters Score -2096006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2096008.125000 Penalty: 3148.761963
	Iteration 150Q: 3 clusters Score -2096008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2096005.250000 Penalty: 3148.761963
	Iteration 151Q: 3 clusters Score -2096005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2096006.375000 Penalty: 3148.761963
	Iteration 152Q: 3 clusters Score -2096006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2096007.875000 Penalty: 3148.761963
	Iteration 153Q: 3 clusters Score -2096008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2096007.625000 Penalty: 3148.761963
	Iteration 154Q: 3 clusters Score -2096008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2096009.250000 Penalty: 3148.761963
	Iteration 155Q: 3 clusters Score -2096009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2096007.250000 Penalty: 3148.761963
	Iteration 156Q: 3 clusters Score -2096007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2096007.250000 Penalty: 3148.761963
	Iteration 157F: 3 clusters Score -2096007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17824.404297 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -17824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17047.472656 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -17047.47 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17272.783203 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -17272.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17348.966797 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -17348.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17411.443359 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -17411.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17444.833984 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -17444.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17460.207031 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -17460.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17463.896484 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -17463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17463.896484 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -17463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -33886.472656 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -33886.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32986.363281 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -32986.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33332.914062 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -33332.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33530.015625 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -33530.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33586.039062 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -33586.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33648.675781 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -33648.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33673.843750 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -33673.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33695.683594 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -33695.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33709.933594 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -33709.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33723.351562 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -33723.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33732.707031 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -33732.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33732.707031 Penalty: 1927.979736
	Iteration 10F: 3 clusters Score -33732.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -51408.835938 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -51408.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50397.355469 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -50397.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50530.246094 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -50530.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50563.152344 Penalty: 1959.972778
	Iteration 2Q: 3 clusters Score -50563.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50572.460938 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -50572.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50576.390625 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -50576.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50576.390625 Penalty: 1959.972778
	Iteration 5F: 3 clusters Score -50576.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -102525.484375 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -102525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101290.632812 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -101290.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101575.617188 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -101575.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101691.460938 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -101691.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101758.656250 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -101758.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101811.617188 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -101811.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101846.867188 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -101846.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -101862.859375 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -101862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101873.843750 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -101873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101882.859375 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -101882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101890.148438 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -101890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101894.578125 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -101894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101894.578125 Penalty: 2150.221191
	Iteration 11F: 3 clusters Score -101894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -1277092.375000 Penalty: 1489.792603
	Iteration 0F: 2 clusters Score -1277092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1270166.625000 Penalty: 2979.585205
	Iteration 0F: 3 clusters Score -1270167 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1272328.250000 Penalty: 2979.585205
	Iteration 1F: 3 clusters Score -1272328 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1272526.375000 Penalty: 2979.585205
	Iteration 2F: 3 clusters Score -1272526 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1272693.625000 Penalty: 2979.585205
	Iteration 3Q: 3 clusters Score -1272694 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1272859.875000 Penalty: 2979.585205
	Iteration 4Q: 3 clusters Score -1272860 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1273066.750000 Penalty: 2979.585205
	Iteration 5Q: 3 clusters Score -1273067 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1273323.625000 Penalty: 2979.585205
	Iteration 6Q: 3 clusters Score -1273324 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1273650.625000 Penalty: 2979.585205
	Iteration 7F: 3 clusters Score -1273651 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1274052.250000 Penalty: 2979.585205
	Iteration 8F: 3 clusters Score -1274052 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1274519.750000 Penalty: 2979.585205
	Iteration 9F: 3 clusters Score -1274520 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1274927.250000 Penalty: 2979.585205
	Iteration 10F: 3 clusters Score -1274927 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1275222.875000 Penalty: 2979.585205
	Iteration 11Q: 3 clusters Score -1275223 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1275413.125000 Penalty: 2979.585205
	Iteration 12Q: 3 clusters Score -1275413 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1275555.000000 Penalty: 2979.585205
	Iteration 13Q: 3 clusters Score -1275555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1275628.500000 Penalty: 2979.585205
	Iteration 14Q: 3 clusters Score -1275628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1275665.750000 Penalty: 2979.585205
	Iteration 15Q: 3 clusters Score -1275666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1275690.250000 Penalty: 2979.585205
	Iteration 16Q: 3 clusters Score -1275690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1275709.875000 Penalty: 2979.585205
	Iteration 17Q: 3 clusters Score -1275710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1275723.625000 Penalty: 2979.585205
	Iteration 18Q: 3 clusters Score -1275724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1275732.000000 Penalty: 2979.585205
	Iteration 19Q: 3 clusters Score -1275732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1275737.500000 Penalty: 2979.585205
	Iteration 20F: 3 clusters Score -1275738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1275748.250000 Penalty: 2979.585205
	Iteration 21Q: 3 clusters Score -1275748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1275761.625000 Penalty: 2979.585205
	Iteration 22Q: 3 clusters Score -1275762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1275764.625000 Penalty: 2979.585205
	Iteration 23Q: 3 clusters Score -1275765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1275766.000000 Penalty: 2979.585205
	Iteration 24Q: 3 clusters Score -1275766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1275767.875000 Penalty: 2979.585205
	Iteration 25Q: 3 clusters Score -1275768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1275770.375000 Penalty: 2979.585205
	Iteration 26Q: 3 clusters Score -1275770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1275772.000000 Penalty: 2979.585205
	Iteration 27Q: 3 clusters Score -1275772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1275772.250000 Penalty: 2979.585205
	Iteration 28Q: 3 clusters Score -1275772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1275772.250000 Penalty: 2979.585205
	Iteration 29F: 3 clusters Score -1275772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (69196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Entering Unmasked Estep 
Score: -9244030.000000 Penalty: 1811.013428
	Iteration 0F: 2 clusters Score -9244030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -9199513.000000 Penalty: 3622.026855
	Iteration 0F: 3 clusters Score -9199513 nChanged 32921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -9218410.000000 Penalty: 3622.026855
	Iteration 1F: 3 clusters Score -9218410 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -9219063.000000 Penalty: 3622.026855
	Iteration 2Q: 3 clusters Score -9219063 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -9219825.000000 Penalty: 3622.026855
	Iteration 3Q: 3 clusters Score -9219825 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -9220816.000000 Penalty: 3622.026855
	Iteration 4Q: 3 clusters Score -9220816 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -9222443.000000 Penalty: 3622.026855
	Iteration 5Q: 3 clusters Score -9222443 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -9224542.000000 Penalty: 3622.026855
	Iteration 6F: 3 clusters Score -9224542 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -9227115.000000 Penalty: 3622.026855
	Iteration 7F: 3 clusters Score -9227115 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9229719.000000 Penalty: 3622.026855
	Iteration 8F: 3 clusters Score -9229719 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9232148.000000 Penalty: 3622.026855
	Iteration 9F: 3 clusters Score -9232148 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -9233969.000000 Penalty: 3622.026855
	Iteration 10Q: 3 clusters Score -9233969 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -9235057.000000 Penalty: 3622.026855
	Iteration 11Q: 3 clusters Score -9235057 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -9235608.000000 Penalty: 3622.026855
	Iteration 12Q: 3 clusters Score -9235608 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -9236159.000000 Penalty: 3622.026855
	Iteration 13Q: 3 clusters Score -9236159 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -9236771.000000 Penalty: 3622.026855
	Iteration 14Q: 3 clusters Score -9236771 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -9237666.000000 Penalty: 3622.026855
	Iteration 15Q: 3 clusters Score -9237666 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -9238444.000000 Penalty: 3622.026855
	Iteration 16Q: 3 clusters Score -9238444 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -9239303.000000 Penalty: 3622.026855
	Iteration 17Q: 3 clusters Score -9239303 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -9240032.000000 Penalty: 3622.026855
	Iteration 18Q: 3 clusters Score -9240032 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -9240719.000000 Penalty: 3622.026855
	Iteration 19Q: 3 clusters Score -9240719 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -9241235.000000 Penalty: 3622.026855
	Iteration 20F: 3 clusters Score -9241235 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -9241596.000000 Penalty: 3622.026855
	Iteration 21Q: 3 clusters Score -9241596 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9241816.000000 Penalty: 3622.026855
	Iteration 22Q: 3 clusters Score -9241816 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -9242044.000000 Penalty: 3622.026855
	Iteration 23Q: 3 clusters Score -9242044 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -9242161.000000 Penalty: 3622.026855
	Iteration 24Q: 3 clusters Score -9242161 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -9242229.000000 Penalty: 3622.026855
	Iteration 25Q: 3 clusters Score -9242229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -9242291.000000 Penalty: 3622.026855
	Iteration 26Q: 3 clusters Score -9242291 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -9242327.000000 Penalty: 3622.026855
	Iteration 27Q: 3 clusters Score -9242327 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -9242380.000000 Penalty: 3622.026855
	Iteration 28Q: 3 clusters Score -9242380 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -9242406.000000 Penalty: 3622.026855
	Iteration 29Q: 3 clusters Score -9242406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -9242451.000000 Penalty: 3622.026855
	Iteration 30Q: 3 clusters Score -9242451 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -9242486.000000 Penalty: 3622.026855
	Iteration 31Q: 3 clusters Score -9242486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -9242538.000000 Penalty: 3622.026855
	Iteration 32Q: 3 clusters Score -9242538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -9242565.000000 Penalty: 3622.026855
	Iteration 33Q: 3 clusters Score -9242565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -9242564.000000 Penalty: 3622.026855
	Iteration 34Q: 3 clusters Score -9242564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -9242592.000000 Penalty: 3622.026855
	Iteration 35Q: 3 clusters Score -9242592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -9242591.000000 Penalty: 3622.026855
	Iteration 36Q: 3 clusters Score -9242591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -9242596.000000 Penalty: 3622.026855
	Iteration 37Q: 3 clusters Score -9242596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -9242576.000000 Penalty: 3622.026855
	Iteration 38Q: 3 clusters Score -9242576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -9242590.000000 Penalty: 3622.026855
	Iteration 39Q: 3 clusters Score -9242590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -9242586.000000 Penalty: 3622.026855
	Iteration 40F: 3 clusters Score -9242586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -9242591.000000 Penalty: 3622.026855
	Iteration 41Q: 3 clusters Score -9242591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -9242588.000000 Penalty: 3622.026855
	Iteration 42Q: 3 clusters Score -9242588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -9242594.000000 Penalty: 3622.026855
	Iteration 43Q: 3 clusters Score -9242594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -9242633.000000 Penalty: 3622.026855
	Iteration 44Q: 3 clusters Score -9242633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -9242626.000000 Penalty: 3622.026855
	Iteration 45Q: 3 clusters Score -9242626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -9242632.000000 Penalty: 3622.026855
	Iteration 46Q: 3 clusters Score -9242632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -9242635.000000 Penalty: 3622.026855
	Iteration 47Q: 3 clusters Score -9242635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9242632.000000 Penalty: 3622.026855
	Iteration 48Q: 3 clusters Score -9242632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -9242625.000000 Penalty: 3622.026855
	Iteration 49Q: 3 clusters Score -9242625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -9242637.000000 Penalty: 3622.026855
	Iteration 50Q: 3 clusters Score -9242637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -9242633.000000 Penalty: 3622.026855
	Iteration 51Q: 3 clusters Score -9242633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -9242629.000000 Penalty: 3622.026855
	Iteration 52Q: 3 clusters Score -9242629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -9242623.000000 Penalty: 3622.026855
	Iteration 53Q: 3 clusters Score -9242623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -9242629.000000 Penalty: 3622.026855
	Iteration 54Q: 3 clusters Score -9242629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -9242633.000000 Penalty: 3622.026855
	Iteration 55Q: 3 clusters Score -9242633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -9242632.000000 Penalty: 3622.026855
	Iteration 56Q: 3 clusters Score -9242632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -9242626.000000 Penalty: 3622.026855
	Iteration 57Q: 3 clusters Score -9242626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -9242631.000000 Penalty: 3622.026855
	Iteration 58Q: 3 clusters Score -9242631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -9242623.000000 Penalty: 3622.026855
	Iteration 59Q: 3 clusters Score -9242623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9242630.000000 Penalty: 3622.026855
	Iteration 60F: 3 clusters Score -9242630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -9242643.000000 Penalty: 3622.026855
	Iteration 61Q: 3 clusters Score -9242643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -9242637.000000 Penalty: 3622.026855
	Iteration 62Q: 3 clusters Score -9242637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -9242645.000000 Penalty: 3622.026855
	Iteration 63Q: 3 clusters Score -9242645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -9242636.000000 Penalty: 3622.026855
	Iteration 64Q: 3 clusters Score -9242636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -9242649.000000 Penalty: 3622.026855
	Iteration 65Q: 3 clusters Score -9242649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -9242652.000000 Penalty: 3622.026855
	Iteration 66Q: 3 clusters Score -9242652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -9242652.000000 Penalty: 3622.026855
	Iteration 67Q: 3 clusters Score -9242652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -9242650.000000 Penalty: 3622.026855
	Iteration 68Q: 3 clusters Score -9242650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -9242654.000000 Penalty: 3622.026855
	Iteration 69Q: 3 clusters Score -9242654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -9242659.000000 Penalty: 3622.026855
	Iteration 70Q: 3 clusters Score -9242659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -9242668.000000 Penalty: 3622.026855
	Iteration 71Q: 3 clusters Score -9242668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -9242666.000000 Penalty: 3622.026855
	Iteration 72Q: 3 clusters Score -9242666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -9242666.000000 Penalty: 3622.026855
	Iteration 73Q: 3 clusters Score -9242666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -9242661.000000 Penalty: 3622.026855
	Iteration 74Q: 3 clusters Score -9242661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -9242664.000000 Penalty: 3622.026855
	Iteration 75Q: 3 clusters Score -9242664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9242663.000000 Penalty: 3622.026855
	Iteration 76Q: 3 clusters Score -9242663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9242663.000000 Penalty: 3622.026855
	Iteration 77F: 3 clusters Score -9242663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -36474.796875 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -36474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35558.292969 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -35558.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35760.726562 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -35760.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35820.605469 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -35820.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35888.183594 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -35888.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35925.902344 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -35925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35941.636719 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -35941.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35949.113281 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -35949.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35972.136719 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -35972.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35980.148438 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -35980.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35983.023438 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -35983.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35985.917969 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -35985.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35991.718750 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -35991.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35993.156250 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -35993.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35993.156250 Penalty: 1923.640503
	Iteration 13F: 3 clusters Score -35993.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -1728506.875000 Penalty: 1537.124756
	Iteration 0F: 2 clusters Score -1728507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1719573.875000 Penalty: 3074.249512
	Iteration 0F: 3 clusters Score -1719574 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1722638.250000 Penalty: 3074.249512
	Iteration 1F: 3 clusters Score -1722638 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1722885.250000 Penalty: 3074.249512
	Iteration 2F: 3 clusters Score -1722885 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1723038.375000 Penalty: 3074.249512
	Iteration 3Q: 3 clusters Score -1723038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1723145.875000 Penalty: 3074.249512
	Iteration 4Q: 3 clusters Score -1723146 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1723231.000000 Penalty: 3074.249512
	Iteration 5Q: 3 clusters Score -1723231 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1723291.375000 Penalty: 3074.249512
	Iteration 6Q: 3 clusters Score -1723291 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1723353.500000 Penalty: 3074.249512
	Iteration 7Q: 3 clusters Score -1723354 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1723406.000000 Penalty: 3074.249512
	Iteration 8Q: 3 clusters Score -1723406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1723449.000000 Penalty: 3074.249512
	Iteration 9Q: 3 clusters Score -1723449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1723519.000000 Penalty: 3074.249512
	Iteration 10Q: 3 clusters Score -1723519 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1723576.000000 Penalty: 3074.249512
	Iteration 11Q: 3 clusters Score -1723576 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1723638.375000 Penalty: 3074.249512
	Iteration 12Q: 3 clusters Score -1723638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1723700.875000 Penalty: 3074.249512
	Iteration 13Q: 3 clusters Score -1723701 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1723783.625000 Penalty: 3074.249512
	Iteration 14Q: 3 clusters Score -1723784 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1723901.625000 Penalty: 3074.249512
	Iteration 15Q: 3 clusters Score -1723902 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1724058.750000 Penalty: 3074.249512
	Iteration 16Q: 3 clusters Score -1724059 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1724249.000000 Penalty: 3074.249512
	Iteration 17Q: 3 clusters Score -1724249 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1724474.250000 Penalty: 3074.249512
	Iteration 18Q: 3 clusters Score -1724474 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1724703.125000 Penalty: 3074.249512
	Iteration 19Q: 3 clusters Score -1724703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1724857.750000 Penalty: 3074.249512
	Iteration 20F: 3 clusters Score -1724858 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1724942.125000 Penalty: 3074.249512
	Iteration 21Q: 3 clusters Score -1724942 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1725000.875000 Penalty: 3074.249512
	Iteration 22Q: 3 clusters Score -1725001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1725033.625000 Penalty: 3074.249512
	Iteration 23Q: 3 clusters Score -1725034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1725042.625000 Penalty: 3074.249512
	Iteration 24Q: 3 clusters Score -1725043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1725064.875000 Penalty: 3074.249512
	Iteration 25Q: 3 clusters Score -1725065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1725088.625000 Penalty: 3074.249512
	Iteration 26Q: 3 clusters Score -1725089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1725101.250000 Penalty: 3074.249512
	Iteration 27Q: 3 clusters Score -1725101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1725119.375000 Penalty: 3074.249512
	Iteration 28Q: 3 clusters Score -1725119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1725133.750000 Penalty: 3074.249512
	Iteration 29Q: 3 clusters Score -1725134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1725150.875000 Penalty: 3074.249512
	Iteration 30Q: 3 clusters Score -1725151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1725169.250000 Penalty: 3074.249512
	Iteration 31Q: 3 clusters Score -1725169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1725179.500000 Penalty: 3074.249512
	Iteration 32Q: 3 clusters Score -1725180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1725194.750000 Penalty: 3074.249512
	Iteration 33Q: 3 clusters Score -1725195 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1725214.375000 Penalty: 3074.249512
	Iteration 34Q: 3 clusters Score -1725214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1725238.000000 Penalty: 3074.249512
	Iteration 35Q: 3 clusters Score -1725238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1725258.625000 Penalty: 3074.249512
	Iteration 36Q: 3 clusters Score -1725259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1725283.000000 Penalty: 3074.249512
	Iteration 37Q: 3 clusters Score -1725283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1725293.625000 Penalty: 3074.249512
	Iteration 38Q: 3 clusters Score -1725294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1725315.375000 Penalty: 3074.249512
	Iteration 39Q: 3 clusters Score -1725315 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1725333.500000 Penalty: 3074.249512
	Iteration 40F: 3 clusters Score -1725334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1725351.125000 Penalty: 3074.249512
	Iteration 41Q: 3 clusters Score -1725351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1725368.000000 Penalty: 3074.249512
	Iteration 42Q: 3 clusters Score -1725368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1725377.125000 Penalty: 3074.249512
	Iteration 43Q: 3 clusters Score -1725377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1725386.125000 Penalty: 3074.249512
	Iteration 44Q: 3 clusters Score -1725386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1725396.500000 Penalty: 3074.249512
	Iteration 45Q: 3 clusters Score -1725396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1725412.375000 Penalty: 3074.249512
	Iteration 46Q: 3 clusters Score -1725412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1725420.875000 Penalty: 3074.249512
	Iteration 47Q: 3 clusters Score -1725421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1725430.875000 Penalty: 3074.249512
	Iteration 48Q: 3 clusters Score -1725431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1725445.250000 Penalty: 3074.249512
	Iteration 49Q: 3 clusters Score -1725445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1725464.250000 Penalty: 3074.249512
	Iteration 50Q: 3 clusters Score -1725464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1725477.250000 Penalty: 3074.249512
	Iteration 51Q: 3 clusters Score -1725477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1725502.125000 Penalty: 3074.249512
	Iteration 52Q: 3 clusters Score -1725502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1725521.500000 Penalty: 3074.249512
	Iteration 53Q: 3 clusters Score -1725522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1725546.750000 Penalty: 3074.249512
	Iteration 54Q: 3 clusters Score -1725547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1725569.125000 Penalty: 3074.249512
	Iteration 55Q: 3 clusters Score -1725569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1725584.250000 Penalty: 3074.249512
	Iteration 56Q: 3 clusters Score -1725584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1725606.625000 Penalty: 3074.249512
	Iteration 57Q: 3 clusters Score -1725607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1725634.000000 Penalty: 3074.249512
	Iteration 58Q: 3 clusters Score -1725634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1725658.250000 Penalty: 3074.249512
	Iteration 59Q: 3 clusters Score -1725658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1725681.250000 Penalty: 3074.249512
	Iteration 60F: 3 clusters Score -1725681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1725704.375000 Penalty: 3074.249512
	Iteration 61Q: 3 clusters Score -1725704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1725736.375000 Penalty: 3074.249512
	Iteration 62Q: 3 clusters Score -1725736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1725774.750000 Penalty: 3074.249512
	Iteration 63Q: 3 clusters Score -1725775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1725814.000000 Penalty: 3074.249512
	Iteration 64Q: 3 clusters Score -1725814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1725846.500000 Penalty: 3074.249512
	Iteration 65Q: 3 clusters Score -1725846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1725875.625000 Penalty: 3074.249512
	Iteration 66Q: 3 clusters Score -1725876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1725900.375000 Penalty: 3074.249512
	Iteration 67Q: 3 clusters Score -1725900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1725925.625000 Penalty: 3074.249512
	Iteration 68Q: 3 clusters Score -1725926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1725960.875000 Penalty: 3074.249512
	Iteration 69Q: 3 clusters Score -1725961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1726003.875000 Penalty: 3074.249512
	Iteration 70Q: 3 clusters Score -1726004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1726041.000000 Penalty: 3074.249512
	Iteration 71Q: 3 clusters Score -1726041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1726083.625000 Penalty: 3074.249512
	Iteration 72Q: 3 clusters Score -1726084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1726121.500000 Penalty: 3074.249512
	Iteration 73Q: 3 clusters Score -1726122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1726153.625000 Penalty: 3074.249512
	Iteration 74Q: 3 clusters Score -1726154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1726189.750000 Penalty: 3074.249512
	Iteration 75Q: 3 clusters Score -1726190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1726228.250000 Penalty: 3074.249512
	Iteration 76Q: 3 clusters Score -1726228 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1726290.375000 Penalty: 3074.249512
	Iteration 77Q: 3 clusters Score -1726290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1726348.250000 Penalty: 3074.249512
	Iteration 78Q: 3 clusters Score -1726348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1726402.125000 Penalty: 3074.249512
	Iteration 79Q: 3 clusters Score -1726402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1726443.125000 Penalty: 3074.249512
	Iteration 80F: 3 clusters Score -1726443 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1726477.750000 Penalty: 3074.249512
	Iteration 81Q: 3 clusters Score -1726478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1726513.500000 Penalty: 3074.249512
	Iteration 82Q: 3 clusters Score -1726514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1726564.375000 Penalty: 3074.249512
	Iteration 83Q: 3 clusters Score -1726564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1726594.500000 Penalty: 3074.249512
	Iteration 84Q: 3 clusters Score -1726594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1726629.625000 Penalty: 3074.249512
	Iteration 85Q: 3 clusters Score -1726630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1726667.875000 Penalty: 3074.249512
	Iteration 86Q: 3 clusters Score -1726668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1726701.875000 Penalty: 3074.249512
	Iteration 87Q: 3 clusters Score -1726702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1726736.750000 Penalty: 3074.249512
	Iteration 88Q: 3 clusters Score -1726737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1726768.000000 Penalty: 3074.249512
	Iteration 89Q: 3 clusters Score -1726768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1726792.375000 Penalty: 3074.249512
	Iteration 90Q: 3 clusters Score -1726792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1726821.000000 Penalty: 3074.249512
	Iteration 91Q: 3 clusters Score -1726821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1726844.375000 Penalty: 3074.249512
	Iteration 92Q: 3 clusters Score -1726844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1726868.500000 Penalty: 3074.249512
	Iteration 93Q: 3 clusters Score -1726868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1726894.125000 Penalty: 3074.249512
	Iteration 94Q: 3 clusters Score -1726894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1726914.000000 Penalty: 3074.249512
	Iteration 95Q: 3 clusters Score -1726914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1726932.875000 Penalty: 3074.249512
	Iteration 96Q: 3 clusters Score -1726933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1726956.125000 Penalty: 3074.249512
	Iteration 97Q: 3 clusters Score -1726956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1726980.875000 Penalty: 3074.249512
	Iteration 98Q: 3 clusters Score -1726981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1727004.250000 Penalty: 3074.249512
	Iteration 99Q: 3 clusters Score -1727004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1727027.000000 Penalty: 3074.249512
	Iteration 100F: 3 clusters Score -1727027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1727050.375000 Penalty: 3074.249512
	Iteration 101Q: 3 clusters Score -1727050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1727079.875000 Penalty: 3074.249512
	Iteration 102Q: 3 clusters Score -1727080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1727103.500000 Penalty: 3074.249512
	Iteration 103Q: 3 clusters Score -1727104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1727120.875000 Penalty: 3074.249512
	Iteration 104Q: 3 clusters Score -1727121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1727135.375000 Penalty: 3074.249512
	Iteration 105Q: 3 clusters Score -1727135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1727152.500000 Penalty: 3074.249512
	Iteration 106Q: 3 clusters Score -1727152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1727164.750000 Penalty: 3074.249512
	Iteration 107Q: 3 clusters Score -1727165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1727173.625000 Penalty: 3074.249512
	Iteration 108Q: 3 clusters Score -1727174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1727177.125000 Penalty: 3074.249512
	Iteration 109Q: 3 clusters Score -1727177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1727181.375000 Penalty: 3074.249512
	Iteration 110Q: 3 clusters Score -1727181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1727184.750000 Penalty: 3074.249512
	Iteration 111Q: 3 clusters Score -1727185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1727186.000000 Penalty: 3074.249512
	Iteration 112Q: 3 clusters Score -1727186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1727187.500000 Penalty: 3074.249512
	Iteration 113Q: 3 clusters Score -1727188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1727188.500000 Penalty: 3074.249512
	Iteration 114Q: 3 clusters Score -1727188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1727188.375000 Penalty: 3074.249512
	Iteration 115Q: 3 clusters Score -1727188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1727188.125000 Penalty: 3074.249512
	Iteration 116Q: 3 clusters Score -1727188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1727190.375000 Penalty: 3074.249512
	Iteration 117Q: 3 clusters Score -1727190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1727190.250000 Penalty: 3074.249512
	Iteration 118Q: 3 clusters Score -1727190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1727189.500000 Penalty: 3074.249512
	Iteration 119Q: 3 clusters Score -1727190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1727189.500000 Penalty: 3074.249512
	Iteration 120F: 3 clusters Score -1727190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (59493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Entering Unmasked Estep 
Score: -7952225.500000 Penalty: 1786.462280
	Iteration 0F: 2 clusters Score -7952226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -7912607.000000 Penalty: 3572.924561
	Iteration 0F: 3 clusters Score -7912607 nChanged 28076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -7928792.500000 Penalty: 3572.924561
	Iteration 1F: 3 clusters Score -7928792 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7929585.500000 Penalty: 3572.924561
	Iteration 2Q: 3 clusters Score -7929586 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -7930748.500000 Penalty: 3572.924561
	Iteration 3Q: 3 clusters Score -7930748 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7932639.500000 Penalty: 3572.924561
	Iteration 4F: 3 clusters Score -7932640 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -7935685.000000 Penalty: 3572.924561
	Iteration 5F: 3 clusters Score -7935685 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7939722.500000 Penalty: 3572.924561
	Iteration 6F: 3 clusters Score -7939722 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -7943890.500000 Penalty: 3572.924561
	Iteration 7F: 3 clusters Score -7943890 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7947331.500000 Penalty: 3572.924561
	Iteration 8F: 3 clusters Score -7947332 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7949253.500000 Penalty: 3572.924561
	Iteration 9Q: 3 clusters Score -7949254 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7950040.500000 Penalty: 3572.924561
	Iteration 10Q: 3 clusters Score -7950040 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7950383.500000 Penalty: 3572.924561
	Iteration 11Q: 3 clusters Score -7950384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7950527.500000 Penalty: 3572.924561
	Iteration 12Q: 3 clusters Score -7950528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7950591.000000 Penalty: 3572.924561
	Iteration 13Q: 3 clusters Score -7950591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7950630.500000 Penalty: 3572.924561
	Iteration 14Q: 3 clusters Score -7950630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7950661.500000 Penalty: 3572.924561
	Iteration 15Q: 3 clusters Score -7950662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7950675.500000 Penalty: 3572.924561
	Iteration 16Q: 3 clusters Score -7950676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7950682.000000 Penalty: 3572.924561
	Iteration 17Q: 3 clusters Score -7950682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7950684.000000 Penalty: 3572.924561
	Iteration 18Q: 3 clusters Score -7950684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7950687.500000 Penalty: 3572.924561
	Iteration 19Q: 3 clusters Score -7950688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7950687.500000 Penalty: 3572.924561
	Iteration 20F: 3 clusters Score -7950688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Entering Unmasked Estep 
Score: -2190616.500000 Penalty: 1545.230469
	Iteration 0F: 2 clusters Score -2190616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2181299.250000 Penalty: 3090.460938
	Iteration 0F: 3 clusters Score -2181299 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2184496.000000 Penalty: 3090.460938
	Iteration 1F: 3 clusters Score -2184496 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2184816.000000 Penalty: 3090.460938
	Iteration 2F: 3 clusters Score -2184816 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2185098.500000 Penalty: 3090.460938
	Iteration 3F: 3 clusters Score -2185098 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2185385.250000 Penalty: 3090.460938
	Iteration 4Q: 3 clusters Score -2185385 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2185685.750000 Penalty: 3090.460938
	Iteration 5Q: 3 clusters Score -2185686 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2186069.000000 Penalty: 3090.460938
	Iteration 6F: 3 clusters Score -2186069 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2186511.500000 Penalty: 3090.460938
	Iteration 7F: 3 clusters Score -2186512 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2186988.500000 Penalty: 3090.460938
	Iteration 8F: 3 clusters Score -2186988 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2187430.250000 Penalty: 3090.460938
	Iteration 9Q: 3 clusters Score -2187430 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2187776.500000 Penalty: 3090.460938
	Iteration 10Q: 3 clusters Score -2187776 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2188058.500000 Penalty: 3090.460938
	Iteration 11Q: 3 clusters Score -2188058 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2188332.750000 Penalty: 3090.460938
	Iteration 12Q: 3 clusters Score -2188333 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2188557.250000 Penalty: 3090.460938
	Iteration 13Q: 3 clusters Score -2188557 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2188722.500000 Penalty: 3090.460938
	Iteration 14Q: 3 clusters Score -2188722 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2188885.500000 Penalty: 3090.460938
	Iteration 15Q: 3 clusters Score -2188886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2189005.500000 Penalty: 3090.460938
	Iteration 16Q: 3 clusters Score -2189006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2189063.500000 Penalty: 3090.460938
	Iteration 17Q: 3 clusters Score -2189064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2189114.500000 Penalty: 3090.460938
	Iteration 18Q: 3 clusters Score -2189114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2189162.250000 Penalty: 3090.460938
	Iteration 19Q: 3 clusters Score -2189162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2189196.500000 Penalty: 3090.460938
	Iteration 20F: 3 clusters Score -2189196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2189217.250000 Penalty: 3090.460938
	Iteration 21Q: 3 clusters Score -2189217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2189227.750000 Penalty: 3090.460938
	Iteration 22Q: 3 clusters Score -2189228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2189234.500000 Penalty: 3090.460938
	Iteration 23Q: 3 clusters Score -2189234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2189248.250000 Penalty: 3090.460938
	Iteration 24Q: 3 clusters Score -2189248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2189255.000000 Penalty: 3090.460938
	Iteration 25Q: 3 clusters Score -2189255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2189266.750000 Penalty: 3090.460938
	Iteration 26Q: 3 clusters Score -2189267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2189274.250000 Penalty: 3090.460938
	Iteration 27Q: 3 clusters Score -2189274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2189275.000000 Penalty: 3090.460938
	Iteration 28Q: 3 clusters Score -2189275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2189275.000000 Penalty: 3090.460938
	Iteration 29F: 3 clusters Score -2189275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (71613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Entering Unmasked Estep 
Score: -9570533.000000 Penalty: 1816.592773
	Iteration 0F: 2 clusters Score -9570533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -9524165.000000 Penalty: 3633.185547
	Iteration 0F: 3 clusters Score -9524165 nChanged 33959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -9543816.000000 Penalty: 3633.185547
	Iteration 1F: 3 clusters Score -9543816 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -9544667.000000 Penalty: 3633.185547
	Iteration 2Q: 3 clusters Score -9544667 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9545865.000000 Penalty: 3633.185547
	Iteration 3Q: 3 clusters Score -9545865 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -9547916.000000 Penalty: 3633.185547
	Iteration 4F: 3 clusters Score -9547916 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -9550810.000000 Penalty: 3633.185547
	Iteration 5F: 3 clusters Score -9550810 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -9554215.000000 Penalty: 3633.185547
	Iteration 6F: 3 clusters Score -9554215 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -9557693.000000 Penalty: 3633.185547
	Iteration 7F: 3 clusters Score -9557693 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -9561243.000000 Penalty: 3633.185547
	Iteration 8Q: 3 clusters Score -9561243 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -9563496.000000 Penalty: 3633.185547
	Iteration 9Q: 3 clusters Score -9563496 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -9564792.000000 Penalty: 3633.185547
	Iteration 10Q: 3 clusters Score -9564792 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -9565443.000000 Penalty: 3633.185547
	Iteration 11Q: 3 clusters Score -9565443 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -9565978.000000 Penalty: 3633.185547
	Iteration 12Q: 3 clusters Score -9565978 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -9566506.000000 Penalty: 3633.185547
	Iteration 13Q: 3 clusters Score -9566506 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -9566936.000000 Penalty: 3633.185547
	Iteration 14Q: 3 clusters Score -9566936 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -9567270.000000 Penalty: 3633.185547
	Iteration 15Q: 3 clusters Score -9567270 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -9567557.000000 Penalty: 3633.185547
	Iteration 16Q: 3 clusters Score -9567557 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -9567773.000000 Penalty: 3633.185547
	Iteration 17Q: 3 clusters Score -9567773 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -9567858.000000 Penalty: 3633.185547
	Iteration 18Q: 3 clusters Score -9567858 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -9567856.000000 Penalty: 3633.185547
	Iteration 19Q: 3 clusters Score -9567856 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -9568123.000000 Penalty: 3633.185547
	Iteration 20F: 3 clusters Score -9568123 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -9568314.000000 Penalty: 3633.185547
	Iteration 21Q: 3 clusters Score -9568314 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -9568387.000000 Penalty: 3633.185547
	Iteration 22Q: 3 clusters Score -9568387 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -9568435.000000 Penalty: 3633.185547
	Iteration 23Q: 3 clusters Score -9568435 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -9568505.000000 Penalty: 3633.185547
	Iteration 24Q: 3 clusters Score -9568505 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -9568601.000000 Penalty: 3633.185547
	Iteration 25Q: 3 clusters Score -9568601 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -9568586.000000 Penalty: 3633.185547
	Iteration 26Q: 3 clusters Score -9568586 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -9568615.000000 Penalty: 3633.185547
	Iteration 27Q: 3 clusters Score -9568615 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -9568571.000000 Penalty: 3633.185547
	Iteration 28Q: 3 clusters Score -9568571 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -9568592.000000 Penalty: 3633.185547
	Iteration 29Q: 3 clusters Score -9568592 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -9568563.000000 Penalty: 3633.185547
	Iteration 30Q: 3 clusters Score -9568563 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -9568557.000000 Penalty: 3633.185547
	Iteration 31Q: 3 clusters Score -9568557 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -9568577.000000 Penalty: 3633.185547
	Iteration 32Q: 3 clusters Score -9568577 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9568614.000000 Penalty: 3633.185547
	Iteration 33Q: 3 clusters Score -9568614 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -9568642.000000 Penalty: 3633.185547
	Iteration 34Q: 3 clusters Score -9568642 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9568663.000000 Penalty: 3633.185547
	Iteration 35Q: 3 clusters Score -9568663 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9568681.000000 Penalty: 3633.185547
	Iteration 36Q: 3 clusters Score -9568681 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -9568696.000000 Penalty: 3633.185547
	Iteration 37Q: 3 clusters Score -9568696 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -9568755.000000 Penalty: 3633.185547
	Iteration 38Q: 3 clusters Score -9568755 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9568819.000000 Penalty: 3633.185547
	Iteration 39Q: 3 clusters Score -9568819 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9568876.000000 Penalty: 3633.185547
	Iteration 40F: 3 clusters Score -9568876 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -9568901.000000 Penalty: 3633.185547
	Iteration 41Q: 3 clusters Score -9568901 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -9568988.000000 Penalty: 3633.185547
	Iteration 42Q: 3 clusters Score -9568988 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -9569006.000000 Penalty: 3633.185547
	Iteration 43Q: 3 clusters Score -9569006 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9569017.000000 Penalty: 3633.185547
	Iteration 44Q: 3 clusters Score -9569017 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -9568993.000000 Penalty: 3633.185547
	Iteration 45Q: 3 clusters Score -9568993 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -9569024.000000 Penalty: 3633.185547
	Iteration 46Q: 3 clusters Score -9569024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -9569015.000000 Penalty: 3633.185547
	Iteration 47Q: 3 clusters Score -9569015 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -9569028.000000 Penalty: 3633.185547
	Iteration 48Q: 3 clusters Score -9569028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -9569069.000000 Penalty: 3633.185547
	Iteration 49Q: 3 clusters Score -9569069 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -9569080.000000 Penalty: 3633.185547
	Iteration 50Q: 3 clusters Score -9569080 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -9569139.000000 Penalty: 3633.185547
	Iteration 51Q: 3 clusters Score -9569139 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9569147.000000 Penalty: 3633.185547
	Iteration 52Q: 3 clusters Score -9569147 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -9569136.000000 Penalty: 3633.185547
	Iteration 53Q: 3 clusters Score -9569136 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -9569127.000000 Penalty: 3633.185547
	Iteration 54Q: 3 clusters Score -9569127 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -9569127.000000 Penalty: 3633.185547
	Iteration 55Q: 3 clusters Score -9569127 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -9569160.000000 Penalty: 3633.185547
	Iteration 56Q: 3 clusters Score -9569160 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -9569169.000000 Penalty: 3633.185547
	Iteration 57Q: 3 clusters Score -9569169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -9569175.000000 Penalty: 3633.185547
	Iteration 58Q: 3 clusters Score -9569175 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -9569200.000000 Penalty: 3633.185547
	Iteration 59Q: 3 clusters Score -9569200 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -9569200.000000 Penalty: 3633.185547
	Iteration 60F: 3 clusters Score -9569200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -9569230.000000 Penalty: 3633.185547
	Iteration 61Q: 3 clusters Score -9569230 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -9569259.000000 Penalty: 3633.185547
	Iteration 62Q: 3 clusters Score -9569259 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -9569311.000000 Penalty: 3633.185547
	Iteration 63Q: 3 clusters Score -9569311 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -9569310.000000 Penalty: 3633.185547
	Iteration 64Q: 3 clusters Score -9569310 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -9569315.000000 Penalty: 3633.185547
	Iteration 65Q: 3 clusters Score -9569315 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9569292.000000 Penalty: 3633.185547
	Iteration 66Q: 3 clusters Score -9569292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -9569334.000000 Penalty: 3633.185547
	Iteration 67Q: 3 clusters Score -9569334 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9569382.000000 Penalty: 3633.185547
	Iteration 68Q: 3 clusters Score -9569382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -9569381.000000 Penalty: 3633.185547
	Iteration 69Q: 3 clusters Score -9569381 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9569353.000000 Penalty: 3633.185547
	Iteration 70Q: 3 clusters Score -9569353 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -9569336.000000 Penalty: 3633.185547
	Iteration 71Q: 3 clusters Score -9569336 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -9569326.000000 Penalty: 3633.185547
	Iteration 72Q: 3 clusters Score -9569326 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -9569351.000000 Penalty: 3633.185547
	Iteration 73Q: 3 clusters Score -9569351 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -9569321.000000 Penalty: 3633.185547
	Iteration 74Q: 3 clusters Score -9569321 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -9569346.000000 Penalty: 3633.185547
	Iteration 75Q: 3 clusters Score -9569346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -9569346.000000 Penalty: 3633.185547
	Iteration 76Q: 3 clusters Score -9569346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9569360.000000 Penalty: 3633.185547
	Iteration 77Q: 3 clusters Score -9569360 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -9569353.000000 Penalty: 3633.185547
	Iteration 78Q: 3 clusters Score -9569353 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -9569354.000000 Penalty: 3633.185547
	Iteration 79Q: 3 clusters Score -9569354 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9569356.000000 Penalty: 3633.185547
	Iteration 80F: 3 clusters Score -9569356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -9569348.000000 Penalty: 3633.185547
	Iteration 81Q: 3 clusters Score -9569348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -9569341.000000 Penalty: 3633.185547
	Iteration 82Q: 3 clusters Score -9569341 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -9569357.000000 Penalty: 3633.185547
	Iteration 83Q: 3 clusters Score -9569357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -9569343.000000 Penalty: 3633.185547
	Iteration 84Q: 3 clusters Score -9569343 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -9569360.000000 Penalty: 3633.185547
	Iteration 85Q: 3 clusters Score -9569360 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -9569343.000000 Penalty: 3633.185547
	Iteration 86Q: 3 clusters Score -9569343 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -9569354.000000 Penalty: 3633.185547
	Iteration 87Q: 3 clusters Score -9569354 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -9569384.000000 Penalty: 3633.185547
	Iteration 88Q: 3 clusters Score -9569384 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -9569400.000000 Penalty: 3633.185547
	Iteration 89Q: 3 clusters Score -9569400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -9569408.000000 Penalty: 3633.185547
	Iteration 90Q: 3 clusters Score -9569408 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -9569406.000000 Penalty: 3633.185547
	Iteration 91Q: 3 clusters Score -9569406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9569391.000000 Penalty: 3633.185547
	Iteration 92Q: 3 clusters Score -9569391 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -9569410.000000 Penalty: 3633.185547
	Iteration 93Q: 3 clusters Score -9569410 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -9569449.000000 Penalty: 3633.185547
	Iteration 94Q: 3 clusters Score -9569449 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -9569473.000000 Penalty: 3633.185547
	Iteration 95Q: 3 clusters Score -9569473 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -9569468.000000 Penalty: 3633.185547
	Iteration 96Q: 3 clusters Score -9569468 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -9569469.000000 Penalty: 3633.185547
	Iteration 97Q: 3 clusters Score -9569469 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -9569471.000000 Penalty: 3633.185547
	Iteration 98Q: 3 clusters Score -9569471 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -9569491.000000 Penalty: 3633.185547
	Iteration 99Q: 3 clusters Score -9569491 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -9569490.000000 Penalty: 3633.185547
	Iteration 100F: 3 clusters Score -9569490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -9569492.000000 Penalty: 3633.185547
	Iteration 101Q: 3 clusters Score -9569492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -9569510.000000 Penalty: 3633.185547
	Iteration 102Q: 3 clusters Score -9569510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -9569499.000000 Penalty: 3633.185547
	Iteration 103Q: 3 clusters Score -9569499 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -9569494.000000 Penalty: 3633.185547
	Iteration 104Q: 3 clusters Score -9569494 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -9569499.000000 Penalty: 3633.185547
	Iteration 105Q: 3 clusters Score -9569499 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9569506.000000 Penalty: 3633.185547
	Iteration 106Q: 3 clusters Score -9569506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -9569493.000000 Penalty: 3633.185547
	Iteration 107Q: 3 clusters Score -9569493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -9569485.000000 Penalty: 3633.185547
	Iteration 108Q: 3 clusters Score -9569485 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -9569471.000000 Penalty: 3633.185547
	Iteration 109Q: 3 clusters Score -9569471 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -9569476.000000 Penalty: 3633.185547
	Iteration 110Q: 3 clusters Score -9569476 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -9569448.000000 Penalty: 3633.185547
	Iteration 111Q: 3 clusters Score -9569448 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -9569456.000000 Penalty: 3633.185547
	Iteration 112Q: 3 clusters Score -9569456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -9569443.000000 Penalty: 3633.185547
	Iteration 113Q: 3 clusters Score -9569443 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -9569432.000000 Penalty: 3633.185547
	Iteration 114Q: 3 clusters Score -9569432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -9569448.000000 Penalty: 3633.185547
	Iteration 115Q: 3 clusters Score -9569448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -9569428.000000 Penalty: 3633.185547
	Iteration 116Q: 3 clusters Score -9569428 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -9569446.000000 Penalty: 3633.185547
	Iteration 117Q: 3 clusters Score -9569446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -9569462.000000 Penalty: 3633.185547
	Iteration 118Q: 3 clusters Score -9569462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -9569458.000000 Penalty: 3633.185547
	Iteration 119Q: 3 clusters Score -9569458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -9569435.000000 Penalty: 3633.185547
	Iteration 120F: 3 clusters Score -9569435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -9569431.000000 Penalty: 3633.185547
	Iteration 121Q: 3 clusters Score -9569431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -9569437.000000 Penalty: 3633.185547
	Iteration 122Q: 3 clusters Score -9569437 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -9569420.000000 Penalty: 3633.185547
	Iteration 123Q: 3 clusters Score -9569420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -9569414.000000 Penalty: 3633.185547
	Iteration 124Q: 3 clusters Score -9569414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -9569435.000000 Penalty: 3633.185547
	Iteration 125Q: 3 clusters Score -9569435 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9569438.000000 Penalty: 3633.185547
	Iteration 126Q: 3 clusters Score -9569438 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -9569429.000000 Penalty: 3633.185547
	Iteration 127Q: 3 clusters Score -9569429 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -9569408.000000 Penalty: 3633.185547
	Iteration 128Q: 3 clusters Score -9569408 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -9569388.000000 Penalty: 3633.185547
	Iteration 129Q: 3 clusters Score -9569388 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -9569388.000000 Penalty: 3633.185547
	Iteration 130Q: 3 clusters Score -9569388 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -9569357.000000 Penalty: 3633.185547
	Iteration 131Q: 3 clusters Score -9569357 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -9569385.000000 Penalty: 3633.185547
	Iteration 132Q: 3 clusters Score -9569385 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -9569435.000000 Penalty: 3633.185547
	Iteration 133Q: 3 clusters Score -9569435 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -9569413.000000 Penalty: 3633.185547
	Iteration 134Q: 3 clusters Score -9569413 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -9569356.000000 Penalty: 3633.185547
	Iteration 135Q: 3 clusters Score -9569356 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9569339.000000 Penalty: 3633.185547
	Iteration 136Q: 3 clusters Score -9569339 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -9569393.000000 Penalty: 3633.185547
	Iteration 137Q: 3 clusters Score -9569393 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -9569363.000000 Penalty: 3633.185547
	Iteration 138Q: 3 clusters Score -9569363 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -9569309.000000 Penalty: 3633.185547
	Iteration 139Q: 3 clusters Score -9569309 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -9569257.000000 Penalty: 3633.185547
	Iteration 140F: 3 clusters Score -9569257 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -9569259.000000 Penalty: 3633.185547
	Iteration 141Q: 3 clusters Score -9569259 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -9569251.000000 Penalty: 3633.185547
	Iteration 142Q: 3 clusters Score -9569251 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -9569191.000000 Penalty: 3633.185547
	Iteration 143Q: 3 clusters Score -9569191 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -9569121.000000 Penalty: 3633.185547
	Iteration 144Q: 3 clusters Score -9569121 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -9569038.000000 Penalty: 3633.185547
	Iteration 145Q: 3 clusters Score -9569038 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -9568993.000000 Penalty: 3633.185547
	Iteration 146Q: 3 clusters Score -9568993 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -9569021.000000 Penalty: 3633.185547
	Iteration 147Q: 3 clusters Score -9569021 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9568972.000000 Penalty: 3633.185547
	Iteration 148Q: 3 clusters Score -9568972 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9568930.000000 Penalty: 3633.185547
	Iteration 149Q: 3 clusters Score -9568930 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -9568929.000000 Penalty: 3633.185547
	Iteration 150Q: 3 clusters Score -9568929 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -9568935.000000 Penalty: 3633.185547
	Iteration 151Q: 3 clusters Score -9568935 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -9568882.000000 Penalty: 3633.185547
	Iteration 152Q: 3 clusters Score -9568882 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -9568868.000000 Penalty: 3633.185547
	Iteration 153Q: 3 clusters Score -9568868 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -9568798.000000 Penalty: 3633.185547
	Iteration 154Q: 3 clusters Score -9568798 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -9568703.000000 Penalty: 3633.185547
	Iteration 155Q: 3 clusters Score -9568703 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -9568818.000000 Penalty: 3633.185547
	Iteration 156Q: 3 clusters Score -9568818 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -9568977.000000 Penalty: 3633.185547
	Iteration 157Q: 3 clusters Score -9568977 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -9569139.000000 Penalty: 3633.185547
	Iteration 158Q: 3 clusters Score -9569139 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -9569212.000000 Penalty: 3633.185547
	Iteration 159Q: 3 clusters Score -9569212 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -9569290.000000 Penalty: 3633.185547
	Iteration 160F: 3 clusters Score -9569290 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -9569296.000000 Penalty: 3633.185547
	Iteration 161Q: 3 clusters Score -9569296 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -9569354.000000 Penalty: 3633.185547
	Iteration 162Q: 3 clusters Score -9569354 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -9569390.000000 Penalty: 3633.185547
	Iteration 163Q: 3 clusters Score -9569390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -9569411.000000 Penalty: 3633.185547
	Iteration 164Q: 3 clusters Score -9569411 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -9569411.000000 Penalty: 3633.185547
	Iteration 165Q: 3 clusters Score -9569411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -9569427.000000 Penalty: 3633.185547
	Iteration 166Q: 3 clusters Score -9569427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -9569431.000000 Penalty: 3633.185547
	Iteration 167Q: 3 clusters Score -9569431 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -9569441.000000 Penalty: 3633.185547
	Iteration 168Q: 3 clusters Score -9569441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -9569438.000000 Penalty: 3633.185547
	Iteration 169Q: 3 clusters Score -9569438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -9569466.000000 Penalty: 3633.185547
	Iteration 170Q: 3 clusters Score -9569466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -9569469.000000 Penalty: 3633.185547
	Iteration 171Q: 3 clusters Score -9569469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -9569461.000000 Penalty: 3633.185547
	Iteration 172Q: 3 clusters Score -9569461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -9569457.000000 Penalty: 3633.185547
	Iteration 173Q: 3 clusters Score -9569457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -9569470.000000 Penalty: 3633.185547
	Iteration 174Q: 3 clusters Score -9569470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -9569472.000000 Penalty: 3633.185547
	Iteration 175Q: 3 clusters Score -9569472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -9569477.000000 Penalty: 3633.185547
	Iteration 176Q: 3 clusters Score -9569477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -9569477.000000 Penalty: 3633.185547
	Iteration 177Q: 3 clusters Score -9569477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -9569468.000000 Penalty: 3633.185547
	Iteration 178Q: 3 clusters Score -9569468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -9569462.000000 Penalty: 3633.185547
	Iteration 179Q: 3 clusters Score -9569462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -9569471.000000 Penalty: 3633.185547
	Iteration 180F: 3 clusters Score -9569471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -9569471.000000 Penalty: 3633.185547
	Iteration 181Q: 3 clusters Score -9569471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -9569468.000000 Penalty: 3633.185547
	Iteration 182Q: 3 clusters Score -9569468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -9569472.000000 Penalty: 3633.185547
	Iteration 183Q: 3 clusters Score -9569472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9569468.000000 Penalty: 3633.185547
	Iteration 184Q: 3 clusters Score -9569468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -9569470.000000 Penalty: 3633.185547
	Iteration 185Q: 3 clusters Score -9569470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -9569460.000000 Penalty: 3633.185547
	Iteration 186Q: 3 clusters Score -9569460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -9569469.000000 Penalty: 3633.185547
	Iteration 187Q: 3 clusters Score -9569469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -9569472.000000 Penalty: 3633.185547
	Iteration 188Q: 3 clusters Score -9569472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -9569475.000000 Penalty: 3633.185547
	Iteration 189Q: 3 clusters Score -9569475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -9569479.000000 Penalty: 3633.185547
	Iteration 190Q: 3 clusters Score -9569479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -9569475.000000 Penalty: 3633.185547
	Iteration 191Q: 3 clusters Score -9569475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -9569478.000000 Penalty: 3633.185547
	Iteration 192Q: 3 clusters Score -9569478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -9569478.000000 Penalty: 3633.185547
	Iteration 193Q: 3 clusters Score -9569478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -9569479.000000 Penalty: 3633.185547
	Iteration 194Q: 3 clusters Score -9569479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -9569477.000000 Penalty: 3633.185547
	Iteration 195Q: 3 clusters Score -9569477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9569485.000000 Penalty: 3633.185547
	Iteration 196Q: 3 clusters Score -9569485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -9569487.000000 Penalty: 3633.185547
	Iteration 197Q: 3 clusters Score -9569487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -9569488.000000 Penalty: 3633.185547
	Iteration 198Q: 3 clusters Score -9569488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -9569488.000000 Penalty: 3633.185547
	Iteration 199F: 3 clusters Score -9569488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 25735 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31911 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 15380 members 
Mstep: Class 21 contains 64764 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4159 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42326 members 
Mstep: Class 37 contains 48128 members 
Mstep: Class 38 contains 38362 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16131 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9585 members 
Mstep: Class 48 contains 69196 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12826 members 
Mstep: Class 51 contains 59493 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 71613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991240.000000 Penalty: 115430.531250
Iteration 479Q: 54 clusters Score -8.599124e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 25736 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31921 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 20 contains 15406 members 
Mstep: Class 21 contains 64751 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15450 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4171 members 
Mstep: Class 30 contains 8623 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42229 members 
Mstep: Class 37 contains 48041 members 
Mstep: Class 38 contains 37925 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16121 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 69557 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12852 members 
Mstep: Class 51 contains 59330 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 72108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991296.000000 Penalty: 115430.531250
Iteration 480F: 54 clusters Score -8.59913e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 25745 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15387 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31918 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41701 members 
Mstep: Class 20 contains 15438 members 
Mstep: Class 21 contains 64729 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15450 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4176 members 
Mstep: Class 30 contains 8581 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42139 members 
Mstep: Class 37 contains 47947 members 
Mstep: Class 38 contains 37606 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16122 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9598 members 
Mstep: Class 48 contains 69719 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12870 members 
Mstep: Class 51 contains 59131 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 72696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991072.000000 Penalty: 115430.531250
Iteration 481Q: 54 clusters Score -8.599107e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 25747 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31908 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41638 members 
Mstep: Class 20 contains 15479 members 
Mstep: Class 21 contains 64707 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15437 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 4194 members 
Mstep: Class 30 contains 8546 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 42049 members 
Mstep: Class 37 contains 47864 members 
Mstep: Class 38 contains 37318 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16119 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9605 members 
Mstep: Class 48 contains 69921 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12894 members 
Mstep: Class 51 contains 58937 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 73210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991064.000000 Penalty: 115430.531250
Iteration 482Q: 54 clusters Score -8.599106e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 25751 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31908 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41565 members 
Mstep: Class 20 contains 15528 members 
Mstep: Class 21 contains 64683 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15432 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 8510 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41972 members 
Mstep: Class 37 contains 47775 members 
Mstep: Class 38 contains 37050 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16121 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9606 members 
Mstep: Class 48 contains 70113 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12920 members 
Mstep: Class 51 contains 58797 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 73636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990992.000000 Penalty: 115430.531250
Iteration 483Q: 54 clusters Score -8.599099e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 25757 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15346 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31902 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41515 members 
Mstep: Class 20 contains 15574 members 
Mstep: Class 21 contains 64655 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15426 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4246 members 
Mstep: Class 30 contains 8479 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41883 members 
Mstep: Class 37 contains 47699 members 
Mstep: Class 38 contains 36800 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16128 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9607 members 
Mstep: Class 48 contains 70281 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 12961 members 
Mstep: Class 51 contains 58648 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 74037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990728.000000 Penalty: 115430.531250
Iteration 484Q: 54 clusters Score -8.599073e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 25774 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15327 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31884 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41524 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 64633 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15424 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 8456 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41821 members 
Mstep: Class 37 contains 47594 members 
Mstep: Class 38 contains 36572 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 16133 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9618 members 
Mstep: Class 48 contains 70447 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13004 members 
Mstep: Class 51 contains 58469 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 74383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990672.000000 Penalty: 115430.531250
Iteration 485Q: 54 clusters Score -8.599067e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 25785 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41539 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 64621 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15418 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4275 members 
Mstep: Class 30 contains 8436 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41760 members 
Mstep: Class 37 contains 47507 members 
Mstep: Class 38 contains 36359 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16135 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9629 members 
Mstep: Class 48 contains 70632 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13061 members 
Mstep: Class 51 contains 58312 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 74666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990448.000000 Penalty: 115430.531250
Iteration 486Q: 54 clusters Score -8.599045e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11348 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 25791 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15285 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31816 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41593 members 
Mstep: Class 20 contains 15674 members 
Mstep: Class 21 contains 64607 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15416 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4281 members 
Mstep: Class 30 contains 8413 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41695 members 
Mstep: Class 37 contains 47430 members 
Mstep: Class 38 contains 36161 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16132 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9632 members 
Mstep: Class 48 contains 70820 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13130 members 
Mstep: Class 51 contains 58234 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 74841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990376.000000 Penalty: 115430.531250
Iteration 487Q: 54 clusters Score -8.599038e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 25795 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31768 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41653 members 
Mstep: Class 20 contains 15681 members 
Mstep: Class 21 contains 64596 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15413 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4294 members 
Mstep: Class 30 contains 8395 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41643 members 
Mstep: Class 37 contains 47368 members 
Mstep: Class 38 contains 35979 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16132 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9646 members 
Mstep: Class 48 contains 70989 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13207 members 
Mstep: Class 51 contains 58194 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 74937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990328.000000 Penalty: 115430.531250
Iteration 488Q: 54 clusters Score -8.599033e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14881 members 
Mstep: Class 11 contains 25795 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15253 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31709 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41711 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 64588 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15404 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4307 members 
Mstep: Class 30 contains 8377 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41579 members 
Mstep: Class 37 contains 47319 members 
Mstep: Class 38 contains 35810 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16130 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9653 members 
Mstep: Class 48 contains 71138 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13281 members 
Mstep: Class 51 contains 58180 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990208.000000 Penalty: 115430.531250
Iteration 489Q: 54 clusters Score -8.599021e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14880 members 
Mstep: Class 11 contains 25797 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41760 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 64577 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15394 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 8354 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41526 members 
Mstep: Class 37 contains 47282 members 
Mstep: Class 38 contains 35636 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16132 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9658 members 
Mstep: Class 48 contains 71320 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13352 members 
Mstep: Class 51 contains 58140 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990072.000000 Penalty: 115430.531250
Iteration 490Q: 54 clusters Score -8.599007e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 25795 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15220 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31618 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41797 members 
Mstep: Class 20 contains 15708 members 
Mstep: Class 21 contains 64579 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15393 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4335 members 
Mstep: Class 30 contains 8323 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41470 members 
Mstep: Class 37 contains 47258 members 
Mstep: Class 38 contains 35497 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16135 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9660 members 
Mstep: Class 48 contains 71484 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13423 members 
Mstep: Class 51 contains 58083 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990056.000000 Penalty: 115430.531250
Iteration 491Q: 54 clusters Score -8.599006e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 25799 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15208 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31577 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41819 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 64579 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15381 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4356 members 
Mstep: Class 30 contains 8293 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41410 members 
Mstep: Class 37 contains 47246 members 
Mstep: Class 38 contains 35371 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16141 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 418 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9665 members 
Mstep: Class 48 contains 71638 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13496 members 
Mstep: Class 51 contains 58050 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990152.000000 Penalty: 115430.531250
Iteration 492Q: 54 clusters Score -8.599015e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 25802 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31559 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41846 members 
Mstep: Class 20 contains 15716 members 
Mstep: Class 21 contains 64579 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15375 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 8267 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41356 members 
Mstep: Class 37 contains 47236 members 
Mstep: Class 38 contains 35260 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16148 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9672 members 
Mstep: Class 48 contains 71769 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13538 members 
Mstep: Class 51 contains 58030 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990088.000000 Penalty: 115430.531250
Iteration 493Q: 54 clusters Score -8.599009e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 25799 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15186 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31543 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41866 members 
Mstep: Class 20 contains 15721 members 
Mstep: Class 21 contains 64582 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15377 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4368 members 
Mstep: Class 30 contains 8247 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41308 members 
Mstep: Class 37 contains 47221 members 
Mstep: Class 38 contains 35157 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16151 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9685 members 
Mstep: Class 48 contains 71892 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13581 members 
Mstep: Class 51 contains 58013 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990056.000000 Penalty: 115430.531250
Iteration 494Q: 54 clusters Score -8.599006e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 25801 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15178 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31522 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41888 members 
Mstep: Class 20 contains 15728 members 
Mstep: Class 21 contains 64582 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15376 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 8230 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41257 members 
Mstep: Class 37 contains 47216 members 
Mstep: Class 38 contains 35036 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16153 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9686 members 
Mstep: Class 48 contains 72009 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13615 members 
Mstep: Class 51 contains 58017 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990176.000000 Penalty: 115430.531250
Iteration 495Q: 54 clusters Score -8.599018e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 25806 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15174 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31499 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41919 members 
Mstep: Class 20 contains 15737 members 
Mstep: Class 21 contains 64578 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15383 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 8216 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41211 members 
Mstep: Class 37 contains 47195 members 
Mstep: Class 38 contains 34890 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9686 members 
Mstep: Class 48 contains 72137 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13654 members 
Mstep: Class 51 contains 58024 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990320.000000 Penalty: 115430.531250
Iteration 496Q: 54 clusters Score -8.599032e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 25805 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15165 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31475 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41954 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 64567 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15384 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 8202 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41175 members 
Mstep: Class 37 contains 47171 members 
Mstep: Class 38 contains 34765 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16147 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9687 members 
Mstep: Class 48 contains 72255 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13691 members 
Mstep: Class 51 contains 58046 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990312.000000 Penalty: 115430.531250
Iteration 497Q: 54 clusters Score -8.599031e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 25805 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15149 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31467 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 41984 members 
Mstep: Class 20 contains 15760 members 
Mstep: Class 21 contains 64559 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5131 members 
Mstep: Class 29 contains 4414 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41131 members 
Mstep: Class 37 contains 47136 members 
Mstep: Class 38 contains 34659 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16148 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9689 members 
Mstep: Class 48 contains 72376 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13719 members 
Mstep: Class 51 contains 58068 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990328.000000 Penalty: 115430.531250
Iteration 498Q: 54 clusters Score -8.599033e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 25809 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15141 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31457 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42004 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 64551 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4432 members 
Mstep: Class 30 contains 8187 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41086 members 
Mstep: Class 37 contains 47118 members 
Mstep: Class 38 contains 34538 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16150 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9692 members 
Mstep: Class 48 contains 72478 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13748 members 
Mstep: Class 51 contains 58086 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990208.000000 Penalty: 115430.531250
Iteration 499Q: 54 clusters Score -8.599021e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14887 members 
Mstep: Class 11 contains 25815 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 31438 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 42017 members 
Mstep: Class 20 contains 15762 members 
Mstep: Class 21 contains 64542 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 2472 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 8173 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 41028 members 
Mstep: Class 37 contains 47120 members 
Mstep: Class 38 contains 34429 members 
Mstep: Class 39 contains 673 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 16146 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 747 members 
Mstep: Class 47 contains 9694 members 
Mstep: Class 48 contains 72562 members 
Mstep: Class 49 contains 372 members 
Mstep: Class 50 contains 13782 members 
Mstep: Class 51 contains 58116 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 75386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990224.000000 Penalty: 115430.531250
Iteration 500F: 54 clusters Score -8.599022e+07 nChanged 595
Maximum iterations exceeded
--- Evaluating fit on full set of 1985312 points ---
Entering Unmasked Estep 
Score: -256324624.000000 Penalty: 124892.328125
22->54 Clusters: Score -256324624.000000, best is -256656112.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 30301 members 
Mstep: Class 3 contains 30022 members 
Mstep: Class 4 contains 29750 members 
Mstep: Class 5 contains 30054 members 
Mstep: Class 6 contains 30069 members 
Mstep: Class 7 contains 29843 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 29910 members 
Mstep: Class 10 contains 30042 members 
Mstep: Class 11 contains 30219 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 29924 members 
Mstep: Class 14 contains 30215 members 
Mstep: Class 15 contains 30173 members 
Mstep: Class 16 contains 30286 members 
Mstep: Class 17 contains 29965 members 
Mstep: Class 18 contains 30049 members 
Mstep: Class 19 contains 30202 members 
Mstep: Class 20 contains 30014 members 
Mstep: Class 21 contains 30227 members 
Mstep: Class 22 contains 30524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 618.312012 but Gain 2177.933594
Score: -78282304.000000 Penalty: 45736.625000
Iteration 0F: 22 clusters Score -7.82823e+07 nChanged 631783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3085 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 443 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 620136 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 8887 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 3163 members 
Mstep: Class 22 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 576.774841 but Gain 2177.933594
Score: -83542336.000000 Penalty: 43558.691406
Iteration 1F: 21 clusters Score -8.354234e+07 nChanged 60584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 20706 members 
Mstep: Class 12 contains 581917 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 22858 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 186 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 488 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 547.458862 but Gain 2177.937500
Score: -84280320.000000 Penalty: 41380.753906
Iteration 2F: 20 clusters Score -8.428032e+07 nChanged 87519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 42146 members 
Mstep: Class 12 contains 507591 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 41783 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 20194 members 
Mstep: Class 22 contains 37147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1455.591553 but Gain 2177.933594
Score: -84850208.000000 Penalty: 39202.820312
Iteration 3F: 19 clusters Score -8.485021e+07 nChanged 88348
Entering Unmasked Mstep 
Mstep: Class 0 contains 792 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 54966 members 
Mstep: Class 12 contains 428727 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 71520 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 800 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 19673 members 
Mstep: Class 22 contains 72146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85102096.000000 Penalty: 39202.820312
Iteration 4F: 19 clusters Score -8.51021e+07 nChanged 90707
Entering Unmasked Mstep 
Mstep: Class 0 contains 626 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 61389 members 
Mstep: Class 12 contains 348044 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 111664 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 19370 members 
Mstep: Class 22 contains 103441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85313496.000000 Penalty: 39202.820312
Iteration 5F: 19 clusters Score -8.53135e+07 nChanged 79728
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 63595 members 
Mstep: Class 12 contains 282583 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 145983 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 798 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 128877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85409904.000000 Penalty: 39202.820312
Iteration 6F: 19 clusters Score -8.54099e+07 nChanged 64962
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 9086 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 1635 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 64455 members 
Mstep: Class 12 contains 244734 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 155211 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 20 contains 657 members 
Mstep: Class 21 contains 19120 members 
Mstep: Class 22 contains 152573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85425184.000000 Penalty: 39202.820312
Iteration 7F: 19 clusters Score -8.542518e+07 nChanged 46880
Entering Unmasked Mstep 
Mstep: Class 0 contains 300 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 66364 members 
Mstep: Class 12 contains 227523 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 157090 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 19085 members 
Mstep: Class 22 contains 161201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85427992.000000 Penalty: 39202.820312
Iteration 8F: 19 clusters Score -8.542799e+07 nChanged 32067
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 7947 members 
Mstep: Class 5 contains 14465 members 
Mstep: Class 6 contains 624 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 944 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 69009 members 
Mstep: Class 12 contains 216067 members 
Mstep: Class 13 contains 3400 members 
Mstep: Class 14 contains 161170 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 19070 members 
Mstep: Class 22 contains 160525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85451832.000000 Penalty: 39202.820312
Iteration 9Q: 19 clusters Score -8.545183e+07 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 17396 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 71440 members 
Mstep: Class 12 contains 207828 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 163899 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 20 contains 659 members 
Mstep: Class 21 contains 19063 members 
Mstep: Class 22 contains 157844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85474528.000000 Penalty: 39202.820312
Iteration 10Q: 19 clusters Score -8.547453e+07 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 12306 members 
Mstep: Class 5 contains 20435 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 73491 members 
Mstep: Class 12 contains 201874 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 165268 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 1111 members 
Mstep: Class 20 contains 661 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 154550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85492024.000000 Penalty: 39202.820312
Iteration 11Q: 19 clusters Score -8.549202e+07 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 23585 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 75117 members 
Mstep: Class 12 contains 197517 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 165495 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 20 contains 670 members 
Mstep: Class 21 contains 19047 members 
Mstep: Class 22 contains 151339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85505200.000000 Penalty: 39202.820312
Iteration 12Q: 19 clusters Score -8.55052e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 26922 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 76390 members 
Mstep: Class 12 contains 194203 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 164694 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 1124 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 19040 members 
Mstep: Class 22 contains 148495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85516656.000000 Penalty: 39202.820312
Iteration 13Q: 19 clusters Score -8.551666e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 1052 members 
Mstep: Class 4 contains 17155 members 
Mstep: Class 5 contains 30462 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 77372 members 
Mstep: Class 12 contains 191296 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 163151 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 20 contains 676 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 146219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85526264.000000 Penalty: 39202.820312
Iteration 14Q: 19 clusters Score -8.552626e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 18341 members 
Mstep: Class 5 contains 34376 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 78136 members 
Mstep: Class 12 contains 188633 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 161148 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 20 contains 682 members 
Mstep: Class 21 contains 19036 members 
Mstep: Class 22 contains 144235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85533496.000000 Penalty: 39202.820312
Iteration 15Q: 19 clusters Score -8.55335e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 1054 members 
Mstep: Class 4 contains 19397 members 
Mstep: Class 5 contains 38623 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 78712 members 
Mstep: Class 12 contains 186027 members 
Mstep: Class 13 contains 8502 members 
Mstep: Class 14 contains 158792 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 19036 members 
Mstep: Class 22 contains 142437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85541408.000000 Penalty: 39202.820312
Iteration 16Q: 19 clusters Score -8.554141e+07 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 20313 members 
Mstep: Class 5 contains 43292 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 79258 members 
Mstep: Class 12 contains 183239 members 
Mstep: Class 13 contains 9457 members 
Mstep: Class 14 contains 156251 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 19035 members 
Mstep: Class 22 contains 140685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85552176.000000 Penalty: 39202.820312
Iteration 17Q: 19 clusters Score -8.555218e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 21117 members 
Mstep: Class 5 contains 48686 members 
Mstep: Class 6 contains 630 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 79723 members 
Mstep: Class 12 contains 180030 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 153991 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 19034 members 
Mstep: Class 22 contains 138568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85564096.000000 Penalty: 39202.820312
Iteration 18Q: 19 clusters Score -8.55641e+07 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 21813 members 
Mstep: Class 5 contains 54905 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 80030 members 
Mstep: Class 12 contains 176135 members 
Mstep: Class 13 contains 11447 members 
Mstep: Class 14 contains 151600 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 136555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579416.000000 Penalty: 39202.820312
Iteration 19Q: 19 clusters Score -8.557942e+07 nChanged 17129
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 62252 members 
Mstep: Class 6 contains 630 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 79964 members 
Mstep: Class 12 contains 171601 members 
Mstep: Class 13 contains 12817 members 
Mstep: Class 14 contains 148906 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 134571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85597744.000000 Penalty: 39202.820312
Iteration 20F: 19 clusters Score -8.559774e+07 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 23052 members 
Mstep: Class 5 contains 71067 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 79523 members 
Mstep: Class 12 contains 165830 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 146051 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 132363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85615528.000000 Penalty: 39202.820312
Iteration 21Q: 19 clusters Score -8.561553e+07 nChanged 21957
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 23710 members 
Mstep: Class 5 contains 82481 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 78959 members 
Mstep: Class 12 contains 158235 members 
Mstep: Class 13 contains 15990 members 
Mstep: Class 14 contains 142934 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 19031 members 
Mstep: Class 22 contains 130159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85633128.000000 Penalty: 39202.820312
Iteration 22Q: 19 clusters Score -8.563313e+07 nChanged 24459
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 24328 members 
Mstep: Class 5 contains 96934 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 78319 members 
Mstep: Class 12 contains 148166 members 
Mstep: Class 13 contains 16991 members 
Mstep: Class 14 contains 139958 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 127770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85654464.000000 Penalty: 39202.820312
Iteration 23Q: 19 clusters Score -8.565446e+07 nChanged 24105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 25026 members 
Mstep: Class 5 contains 111821 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 816 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77684 members 
Mstep: Class 12 contains 138941 members 
Mstep: Class 13 contains 17651 members 
Mstep: Class 14 contains 136826 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 124509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85669560.000000 Penalty: 39202.820312
Iteration 24Q: 19 clusters Score -8.566956e+07 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 25648 members 
Mstep: Class 5 contains 122206 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 77491 members 
Mstep: Class 12 contains 133129 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 134409 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 1180 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 121511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85675168.000000 Penalty: 39202.820312
Iteration 25Q: 19 clusters Score -8.567517e+07 nChanged 18103
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 26215 members 
Mstep: Class 5 contains 126455 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 77665 members 
Mstep: Class 12 contains 130799 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 132995 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85678120.000000 Penalty: 39202.820312
Iteration 26Q: 19 clusters Score -8.567812e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1179 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 126457 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 78024 members 
Mstep: Class 12 contains 130537 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 132383 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85680008.000000 Penalty: 39202.820312
Iteration 27Q: 19 clusters Score -8.568001e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 27252 members 
Mstep: Class 5 contains 125417 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 78490 members 
Mstep: Class 12 contains 130384 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 132184 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85681536.000000 Penalty: 39202.820312
Iteration 28Q: 19 clusters Score -8.568154e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 27757 members 
Mstep: Class 5 contains 124462 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 78939 members 
Mstep: Class 12 contains 130236 members 
Mstep: Class 13 contains 19090 members 
Mstep: Class 14 contains 131986 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85683936.000000 Penalty: 39202.820312
Iteration 29Q: 19 clusters Score -8.568394e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 28356 members 
Mstep: Class 5 contains 123740 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79375 members 
Mstep: Class 12 contains 130133 members 
Mstep: Class 13 contains 19173 members 
Mstep: Class 14 contains 131915 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85686064.000000 Penalty: 39202.820312
Iteration 30Q: 19 clusters Score -8.568606e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 29010 members 
Mstep: Class 5 contains 123251 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79733 members 
Mstep: Class 12 contains 130069 members 
Mstep: Class 13 contains 19244 members 
Mstep: Class 14 contains 131802 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 119351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85687752.000000 Penalty: 39202.820312
Iteration 31Q: 19 clusters Score -8.568775e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 29767 members 
Mstep: Class 5 contains 123036 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79938 members 
Mstep: Class 12 contains 129960 members 
Mstep: Class 13 contains 19347 members 
Mstep: Class 14 contains 131636 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 1164 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 118776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85689728.000000 Penalty: 39202.820312
Iteration 32Q: 19 clusters Score -8.568973e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 30649 members 
Mstep: Class 5 contains 122988 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79952 members 
Mstep: Class 12 contains 129858 members 
Mstep: Class 13 contains 19462 members 
Mstep: Class 14 contains 131440 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 1164 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 118117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85691896.000000 Penalty: 39202.820312
Iteration 33Q: 19 clusters Score -8.56919e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 31637 members 
Mstep: Class 5 contains 122930 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79734 members 
Mstep: Class 12 contains 129855 members 
Mstep: Class 13 contains 19571 members 
Mstep: Class 14 contains 131234 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 117504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85693568.000000 Penalty: 39202.820312
Iteration 34Q: 19 clusters Score -8.569357e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 32761 members 
Mstep: Class 5 contains 122862 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 79305 members 
Mstep: Class 12 contains 129926 members 
Mstep: Class 13 contains 19683 members 
Mstep: Class 14 contains 131062 members 
Mstep: Class 15 contains 817 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 116863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85694944.000000 Penalty: 39202.820312
Iteration 35Q: 19 clusters Score -8.569494e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 34038 members 
Mstep: Class 5 contains 122930 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 78656 members 
Mstep: Class 12 contains 129922 members 
Mstep: Class 13 contains 19776 members 
Mstep: Class 14 contains 130947 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 116192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85695968.000000 Penalty: 39202.820312
Iteration 36Q: 19 clusters Score -8.569597e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 35433 members 
Mstep: Class 5 contains 123062 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 77803 members 
Mstep: Class 12 contains 129880 members 
Mstep: Class 13 contains 19881 members 
Mstep: Class 14 contains 130778 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 115619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85697200.000000 Penalty: 39202.820312
Iteration 37Q: 19 clusters Score -8.56972e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 36938 members 
Mstep: Class 5 contains 123102 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 76721 members 
Mstep: Class 12 contains 129885 members 
Mstep: Class 13 contains 20012 members 
Mstep: Class 14 contains 130716 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 115082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85698344.000000 Penalty: 39202.820312
Iteration 38Q: 19 clusters Score -8.569834e+07 nChanged 6511
Entering ConstructFrom: 
Score: -85698344.000000 Penalty: 39202.820312
Entering ConstructFrom: 
Trying to split cluster 2 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -162991.515625 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -162991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161383.750000 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -161383.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161967.562500 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -161967.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162346.890625 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -162346.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162618.625000 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -162618.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162835.203125 Penalty: 2346.621338
	Iteration 4F: 3 clusters Score -162835.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162961.093750 Penalty: 2346.621338
	Iteration 5F: 3 clusters Score -162961.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -163072.531250 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -163072.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163179.250000 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -163179.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163307.109375 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -163307.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163499.796875 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -163499.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163648.109375 Penalty: 2346.621338
	Iteration 10F: 3 clusters Score -163648.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -163803.156250 Penalty: 2346.621338
	Iteration 11F: 3 clusters Score -163803.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163919.265625 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -163919.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164009.078125 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -164009.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -164032.718750 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -164032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -164053.031250 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -164053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -164056.453125 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -164056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -164061.156250 Penalty: 2346.621338
	Iteration 17Q: 3 clusters Score -164061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164067.234375 Penalty: 2346.621338
	Iteration 18Q: 3 clusters Score -164067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -164069.906250 Penalty: 2346.621338
	Iteration 19Q: 3 clusters Score -164069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -164072.265625 Penalty: 2346.621338
	Iteration 20F: 3 clusters Score -164072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164073.656250 Penalty: 2346.621338
	Iteration 21Q: 3 clusters Score -164073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164073.656250 Penalty: 2346.621338
	Iteration 22F: 3 clusters Score -164073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 38479 members 
Mstep: Class 5 contains 123217 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Entering Unmasked Estep 
Score: -85699112.000000 Penalty: 41380.753906
Splitting cluster 2 changes total score from -85698344.000000 to -85699112.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -138958.062500 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -138958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137421.359375 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -137421.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137937.234375 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -137937.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138488.953125 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -138489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139027.156250 Penalty: 2300.186768
	Iteration 3F: 3 clusters Score -139027.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139369.656250 Penalty: 2300.186768
	Iteration 4F: 3 clusters Score -139369.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139557.484375 Penalty: 2300.186768
	Iteration 5F: 3 clusters Score -139557.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -139652.281250 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -139652.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -139736.875000 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -139736.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139804.000000 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -139804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139855.109375 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -139855.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139867.640625 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -139867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139875.140625 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -139875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -139878.328125 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -139878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -139878.328125 Penalty: 2300.186768
	Iteration 13F: 3 clusters Score -139878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 38479 members 
Mstep: Class 5 contains 123217 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Entering Unmasked Estep 
Score: -85699000.000000 Penalty: 43558.691406
Splitting cluster 3 changes total score from -85698344.000000 to -85699000.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (38479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Entering Unmasked Estep 
Score: -4926468.000000 Penalty: 1715.653564
	Iteration 0F: 2 clusters Score -4926468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4900716.500000 Penalty: 3431.307129
	Iteration 0F: 3 clusters Score -4900716 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4911264.500000 Penalty: 3431.307129
	Iteration 1F: 3 clusters Score -4911264 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4912618.000000 Penalty: 3431.307129
	Iteration 2F: 3 clusters Score -4912618 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4914822.000000 Penalty: 3431.307129
	Iteration 3F: 3 clusters Score -4914822 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4918338.500000 Penalty: 3431.307129
	Iteration 4F: 3 clusters Score -4918338 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4922478.500000 Penalty: 3431.307129
	Iteration 5F: 3 clusters Score -4922478 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4925389.000000 Penalty: 3431.307129
	Iteration 6F: 3 clusters Score -4925389 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4926836.000000 Penalty: 3431.307129
	Iteration 7F: 3 clusters Score -4926836 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4927524.500000 Penalty: 3431.307129
	Iteration 8Q: 3 clusters Score -4927524 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4927888.500000 Penalty: 3431.307129
	Iteration 9Q: 3 clusters Score -4927888 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4928124.000000 Penalty: 3431.307129
	Iteration 10Q: 3 clusters Score -4928124 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4928314.500000 Penalty: 3431.307129
	Iteration 11Q: 3 clusters Score -4928314 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4928485.000000 Penalty: 3431.307129
	Iteration 12Q: 3 clusters Score -4928485 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4928652.500000 Penalty: 3431.307129
	Iteration 13Q: 3 clusters Score -4928652 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4928793.500000 Penalty: 3431.307129
	Iteration 14Q: 3 clusters Score -4928794 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4928979.500000 Penalty: 3431.307129
	Iteration 15Q: 3 clusters Score -4928980 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4929177.500000 Penalty: 3431.307129
	Iteration 16Q: 3 clusters Score -4929178 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -4929431.000000 Penalty: 3431.307129
	Iteration 17Q: 3 clusters Score -4929431 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4929724.500000 Penalty: 3431.307129
	Iteration 18Q: 3 clusters Score -4929724 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4930052.000000 Penalty: 3431.307129
	Iteration 19Q: 3 clusters Score -4930052 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4930388.500000 Penalty: 3431.307129
	Iteration 20F: 3 clusters Score -4930388 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4930754.500000 Penalty: 3431.307129
	Iteration 21Q: 3 clusters Score -4930754 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4931070.000000 Penalty: 3431.307129
	Iteration 22Q: 3 clusters Score -4931070 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4931289.000000 Penalty: 3431.307129
	Iteration 23Q: 3 clusters Score -4931289 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4931464.500000 Penalty: 3431.307129
	Iteration 24Q: 3 clusters Score -4931464 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4931582.000000 Penalty: 3431.307129
	Iteration 25Q: 3 clusters Score -4931582 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4931677.000000 Penalty: 3431.307129
	Iteration 26Q: 3 clusters Score -4931677 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4931747.000000 Penalty: 3431.307129
	Iteration 27Q: 3 clusters Score -4931747 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4931792.500000 Penalty: 3431.307129
	Iteration 28Q: 3 clusters Score -4931792 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4931805.500000 Penalty: 3431.307129
	Iteration 29Q: 3 clusters Score -4931806 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4931829.500000 Penalty: 3431.307129
	Iteration 30Q: 3 clusters Score -4931830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4931828.500000 Penalty: 3431.307129
	Iteration 31Q: 3 clusters Score -4931828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4931833.500000 Penalty: 3431.307129
	Iteration 32Q: 3 clusters Score -4931834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4931854.500000 Penalty: 3431.307129
	Iteration 33Q: 3 clusters Score -4931854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4931865.000000 Penalty: 3431.307129
	Iteration 34Q: 3 clusters Score -4931865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4931863.500000 Penalty: 3431.307129
	Iteration 35Q: 3 clusters Score -4931864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4931868.000000 Penalty: 3431.307129
	Iteration 36Q: 3 clusters Score -4931868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4931877.000000 Penalty: 3431.307129
	Iteration 37Q: 3 clusters Score -4931877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4931876.000000 Penalty: 3431.307129
	Iteration 38Q: 3 clusters Score -4931876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4931881.000000 Penalty: 3431.307129
	Iteration 39Q: 3 clusters Score -4931881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4931885.000000 Penalty: 3431.307129
	Iteration 40F: 3 clusters Score -4931885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4931889.500000 Penalty: 3431.307129
	Iteration 41Q: 3 clusters Score -4931890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4931900.000000 Penalty: 3431.307129
	Iteration 42Q: 3 clusters Score -4931900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4931902.500000 Penalty: 3431.307129
	Iteration 43Q: 3 clusters Score -4931902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4931903.500000 Penalty: 3431.307129
	Iteration 44Q: 3 clusters Score -4931904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -4931902.000000 Penalty: 3431.307129
	Iteration 45Q: 3 clusters Score -4931902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4931905.500000 Penalty: 3431.307129
	Iteration 46Q: 3 clusters Score -4931906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4931904.500000 Penalty: 3431.307129
	Iteration 47Q: 3 clusters Score -4931904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4931906.500000 Penalty: 3431.307129
	Iteration 48Q: 3 clusters Score -4931906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4931908.000000 Penalty: 3431.307129
	Iteration 49Q: 3 clusters Score -4931908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4931903.500000 Penalty: 3431.307129
	Iteration 50Q: 3 clusters Score -4931904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4931908.000000 Penalty: 3431.307129
	Iteration 51Q: 3 clusters Score -4931908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4931911.500000 Penalty: 3431.307129
	Iteration 52Q: 3 clusters Score -4931912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4931907.500000 Penalty: 3431.307129
	Iteration 53Q: 3 clusters Score -4931908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4931905.000000 Penalty: 3431.307129
	Iteration 54Q: 3 clusters Score -4931905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4931909.500000 Penalty: 3431.307129
	Iteration 55Q: 3 clusters Score -4931910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4931909.500000 Penalty: 3431.307129
	Iteration 56Q: 3 clusters Score -4931910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4931912.000000 Penalty: 3431.307129
	Iteration 57Q: 3 clusters Score -4931912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4931910.500000 Penalty: 3431.307129
	Iteration 58Q: 3 clusters Score -4931910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4931910.000000 Penalty: 3431.307129
	Iteration 59Q: 3 clusters Score -4931910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4931911.000000 Penalty: 3431.307129
	Iteration 60F: 3 clusters Score -4931911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4931906.000000 Penalty: 3431.307129
	Iteration 61Q: 3 clusters Score -4931906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4931912.500000 Penalty: 3431.307129
	Iteration 62Q: 3 clusters Score -4931912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4931910.500000 Penalty: 3431.307129
	Iteration 63Q: 3 clusters Score -4931910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4931910.500000 Penalty: 3431.307129
	Iteration 64F: 3 clusters Score -4931910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 123217 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Entering Unmasked Estep 
Score: -85702728.000000 Penalty: 45736.625000
Splitting cluster 4 changes total score from -85698344.000000 to -85702728.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (123217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Entering Unmasked Estep 
Score: -16147572.000000 Penalty: 1904.776611
	Iteration 0F: 2 clusters Score -1.614757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -16101540.000000 Penalty: 3809.553223
	Iteration 0F: 3 clusters Score -1.610154e+07 nChanged 59261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -16137187.000000 Penalty: 3809.553223
	Iteration 1F: 3 clusters Score -1.613719e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -16141691.000000 Penalty: 3809.553223
	Iteration 2F: 3 clusters Score -1.614169e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -16148766.000000 Penalty: 3809.553223
	Iteration 3F: 3 clusters Score -1.614877e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -16156591.000000 Penalty: 3809.553223
	Iteration 4F: 3 clusters Score -1.615659e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -16161383.000000 Penalty: 3809.553223
	Iteration 5F: 3 clusters Score -1.616138e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -16163271.000000 Penalty: 3809.553223
	Iteration 6F: 3 clusters Score -1.616327e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -16163617.000000 Penalty: 3809.553223
	Iteration 7Q: 3 clusters Score -1.616362e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -16163932.000000 Penalty: 3809.553223
	Iteration 8Q: 3 clusters Score -1.616393e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -16164130.000000 Penalty: 3809.553223
	Iteration 9Q: 3 clusters Score -1.616413e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -16164057.000000 Penalty: 3809.553223
	Iteration 10Q: 3 clusters Score -1.616406e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -16163799.000000 Penalty: 3809.553223
	Iteration 11Q: 3 clusters Score -1.61638e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -16163239.000000 Penalty: 3809.553223
	Iteration 12Q: 3 clusters Score -1.616324e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -16162587.000000 Penalty: 3809.553223
	Iteration 13Q: 3 clusters Score -1.616259e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -16161842.000000 Penalty: 3809.553223
	Iteration 14Q: 3 clusters Score -1.616184e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -16161039.000000 Penalty: 3809.553223
	Iteration 15Q: 3 clusters Score -1.616104e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -16160536.000000 Penalty: 3809.553223
	Iteration 16Q: 3 clusters Score -1.616054e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -16160033.000000 Penalty: 3809.553223
	Iteration 17Q: 3 clusters Score -1.616003e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 116327 members 
Entering Unmasked Estep 
Score: -16159619.000000 Penalty: 3809.553223
	Iteration 18Q: 3 clusters Score -1.615962e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 116731 members 
Entering Unmasked Estep 
Score: -16159265.000000 Penalty: 3809.553223
	Iteration 19Q: 3 clusters Score -1.615926e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -16159053.000000 Penalty: 3809.553223
	Iteration 20F: 3 clusters Score -1.615905e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -16158718.000000 Penalty: 3809.553223
	Iteration 21Q: 3 clusters Score -1.615872e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -16158511.000000 Penalty: 3809.553223
	Iteration 22Q: 3 clusters Score -1.615851e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 117704 members 
Entering Unmasked Estep 
Score: -16158382.000000 Penalty: 3809.553223
	Iteration 23Q: 3 clusters Score -1.615838e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -16158283.000000 Penalty: 3809.553223
	Iteration 24Q: 3 clusters Score -1.615828e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -16158205.000000 Penalty: 3809.553223
	Iteration 25Q: 3 clusters Score -1.61582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -16158155.000000 Penalty: 3809.553223
	Iteration 26Q: 3 clusters Score -1.615816e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -16158080.000000 Penalty: 3809.553223
	Iteration 27Q: 3 clusters Score -1.615808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -16158034.000000 Penalty: 3809.553223
	Iteration 28Q: 3 clusters Score -1.615803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -16158003.000000 Penalty: 3809.553223
	Iteration 29Q: 3 clusters Score -1.6158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -16157949.000000 Penalty: 3809.553223
	Iteration 30Q: 3 clusters Score -1.615795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -16157906.000000 Penalty: 3809.553223
	Iteration 31Q: 3 clusters Score -1.615791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 118228 members 
Entering Unmasked Estep 
Score: -16157908.000000 Penalty: 3809.553223
	Iteration 32Q: 3 clusters Score -1.615791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -16157893.000000 Penalty: 3809.553223
	Iteration 33Q: 3 clusters Score -1.615789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 118244 members 
Entering Unmasked Estep 
Score: -16157900.000000 Penalty: 3809.553223
	Iteration 34Q: 3 clusters Score -1.61579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -16157893.000000 Penalty: 3809.553223
	Iteration 35Q: 3 clusters Score -1.615789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -16157888.000000 Penalty: 3809.553223
	Iteration 36Q: 3 clusters Score -1.615789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -16157888.000000 Penalty: 3809.553223
	Iteration 37F: 3 clusters Score -1.615789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Entering Unmasked Estep 
Score: -85713816.000000 Penalty: 47914.558594
Splitting cluster 5 changes total score from -85698344.000000 to -85713816.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -77464.664062 Penalty: 1051.504883
	Iteration 0F: 2 clusters Score -77464.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76327.492188 Penalty: 2103.009766
	Iteration 0F: 3 clusters Score -76327.49 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76658.312500 Penalty: 2103.009766
	Iteration 1F: 3 clusters Score -76658.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76896.179688 Penalty: 2103.009766
	Iteration 2F: 3 clusters Score -76896.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77006.640625 Penalty: 2103.009766
	Iteration 3F: 3 clusters Score -77006.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77042.906250 Penalty: 2103.009766
	Iteration 4Q: 3 clusters Score -77042.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77062.328125 Penalty: 2103.009766
	Iteration 5Q: 3 clusters Score -77062.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77082.757812 Penalty: 2103.009766
	Iteration 6Q: 3 clusters Score -77082.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77092.218750 Penalty: 2103.009766
	Iteration 7Q: 3 clusters Score -77092.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77100.164062 Penalty: 2103.009766
	Iteration 8Q: 3 clusters Score -77100.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77105.867188 Penalty: 2103.009766
	Iteration 9Q: 3 clusters Score -77105.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77114.750000 Penalty: 2103.009766
	Iteration 10Q: 3 clusters Score -77114.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77114.750000 Penalty: 2103.009766
	Iteration 11F: 3 clusters Score -77114.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -225933.921875 Penalty: 1210.259521
	Iteration 0F: 2 clusters Score -225933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -224424.828125 Penalty: 2420.519043
	Iteration 0F: 3 clusters Score -224424.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -228105.281250 Penalty: 2420.519043
	Iteration 1F: 3 clusters Score -228105.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -232052.046875 Penalty: 2420.519043
	Iteration 2F: 3 clusters Score -232052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -232956.515625 Penalty: 2420.519043
	Iteration 3F: 3 clusters Score -232956.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233055.890625 Penalty: 2420.519043
	Iteration 4Q: 3 clusters Score -233055.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233077.718750 Penalty: 2420.519043
	Iteration 5Q: 3 clusters Score -233077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -233080.546875 Penalty: 2420.519043
	Iteration 6Q: 3 clusters Score -233080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -233081.375000 Penalty: 2420.519043
	Iteration 7Q: 3 clusters Score -233081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233081.796875 Penalty: 2420.519043
	Iteration 8Q: 3 clusters Score -233081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233081.796875 Penalty: 2420.519043
	Iteration 9F: 3 clusters Score -233081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Entering Unmasked Estep 
Score: -85720032.000000 Penalty: 50092.492188
Splitting cluster 8 changes total score from -85698344.000000 to -85720032.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -76050.281250 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -76050.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74872.867188 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -74872.87 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75266.851562 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -75266.85 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75596.265625 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -75596.27 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75999.703125 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -75999.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76296.734375 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -76296.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76592.507812 Penalty: 2171.685303
	Iteration 5F: 3 clusters Score -76592.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76791.085938 Penalty: 2171.685303
	Iteration 6F: 3 clusters Score -76791.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76883.835938 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -76883.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76978.406250 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -76978.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77032.390625 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -77032.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77073.390625 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -77073.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77118.914062 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -77118.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77128.546875 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -77128.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77134.109375 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -77134.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77136.085938 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -77136.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77141.296875 Penalty: 2171.685303
	Iteration 15F: 3 clusters Score -77141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77147.421875 Penalty: 2171.685303
	Iteration 16Q: 3 clusters Score -77147.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77151.164062 Penalty: 2171.685303
	Iteration 17Q: 3 clusters Score -77151.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77155.453125 Penalty: 2171.685303
	Iteration 18Q: 3 clusters Score -77155.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77155.453125 Penalty: 2171.685303
	Iteration 19F: 3 clusters Score -77155.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Entering Unmasked Estep 
Score: -85720040.000000 Penalty: 52270.425781
Splitting cluster 9 changes total score from -85698344.000000 to -85720040.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -39398.636719 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -39398.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38575.714844 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -38575.71 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42466.238281 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -42466.24 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44757.167969 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -44757.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45616.828125 Penalty: 2226.291016
	Iteration 3F: 3 clusters Score -45616.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45751.660156 Penalty: 2226.291016
	Iteration 4Q: 3 clusters Score -45751.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45752.632812 Penalty: 2226.291016
	Iteration 5Q: 3 clusters Score -45752.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45752.632812 Penalty: 2226.291016
	Iteration 6F: 3 clusters Score -45752.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 75501 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Entering Unmasked Estep 
Score: -85725304.000000 Penalty: 54448.363281
Splitting cluster 10 changes total score from -85698344.000000 to -85725304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (75501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Entering Unmasked Estep 
Score: -9640255.000000 Penalty: 1825.183960
	Iteration 0F: 2 clusters Score -9640255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -9592197.000000 Penalty: 3650.367920
	Iteration 0F: 3 clusters Score -9592197 nChanged 36075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -9618561.000000 Penalty: 3650.367920
	Iteration 1F: 3 clusters Score -9618561 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9629504.000000 Penalty: 3650.367920
	Iteration 2F: 3 clusters Score -9629504 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -9642664.000000 Penalty: 3650.367920
	Iteration 3F: 3 clusters Score -9642664 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -9653269.000000 Penalty: 3650.367920
	Iteration 4F: 3 clusters Score -9653269 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -9659038.000000 Penalty: 3650.367920
	Iteration 5F: 3 clusters Score -9659038 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -9661112.000000 Penalty: 3650.367920
	Iteration 6Q: 3 clusters Score -9661112 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -9661695.000000 Penalty: 3650.367920
	Iteration 7Q: 3 clusters Score -9661695 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -9661951.000000 Penalty: 3650.367920
	Iteration 8Q: 3 clusters Score -9661951 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -9662051.000000 Penalty: 3650.367920
	Iteration 9Q: 3 clusters Score -9662051 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -9662142.000000 Penalty: 3650.367920
	Iteration 10Q: 3 clusters Score -9662142 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -9662162.000000 Penalty: 3650.367920
	Iteration 11Q: 3 clusters Score -9662162 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -9662217.000000 Penalty: 3650.367920
	Iteration 12Q: 3 clusters Score -9662217 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -9662219.000000 Penalty: 3650.367920
	Iteration 13Q: 3 clusters Score -9662219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -9662223.000000 Penalty: 3650.367920
	Iteration 14Q: 3 clusters Score -9662223 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -9662245.000000 Penalty: 3650.367920
	Iteration 15Q: 3 clusters Score -9662245 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9662255.000000 Penalty: 3650.367920
	Iteration 16Q: 3 clusters Score -9662255 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -9662273.000000 Penalty: 3650.367920
	Iteration 17Q: 3 clusters Score -9662273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -9662271.000000 Penalty: 3650.367920
	Iteration 18Q: 3 clusters Score -9662271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -9662264.000000 Penalty: 3650.367920
	Iteration 19Q: 3 clusters Score -9662264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -9662266.000000 Penalty: 3650.367920
	Iteration 20F: 3 clusters Score -9662266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -9662253.000000 Penalty: 3650.367920
	Iteration 21Q: 3 clusters Score -9662253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -9662271.000000 Penalty: 3650.367920
	Iteration 22Q: 3 clusters Score -9662271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -9662239.000000 Penalty: 3650.367920
	Iteration 23Q: 3 clusters Score -9662239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -9662242.000000 Penalty: 3650.367920
	Iteration 24Q: 3 clusters Score -9662242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -9662259.000000 Penalty: 3650.367920
	Iteration 25Q: 3 clusters Score -9662259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -9662263.000000 Penalty: 3650.367920
	Iteration 26Q: 3 clusters Score -9662263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -9662287.000000 Penalty: 3650.367920
	Iteration 27Q: 3 clusters Score -9662287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -9662281.000000 Penalty: 3650.367920
	Iteration 28Q: 3 clusters Score -9662281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -9662279.000000 Penalty: 3650.367920
	Iteration 29Q: 3 clusters Score -9662279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -9662274.000000 Penalty: 3650.367920
	Iteration 30Q: 3 clusters Score -9662274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -9662275.000000 Penalty: 3650.367920
	Iteration 31Q: 3 clusters Score -9662275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -9662280.000000 Penalty: 3650.367920
	Iteration 32Q: 3 clusters Score -9662280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -9662278.000000 Penalty: 3650.367920
	Iteration 33Q: 3 clusters Score -9662278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -9662273.000000 Penalty: 3650.367920
	Iteration 34Q: 3 clusters Score -9662273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -9662265.000000 Penalty: 3650.367920
	Iteration 35Q: 3 clusters Score -9662265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -9662253.000000 Penalty: 3650.367920
	Iteration 36Q: 3 clusters Score -9662253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -9662262.000000 Penalty: 3650.367920
	Iteration 37Q: 3 clusters Score -9662262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -9662259.000000 Penalty: 3650.367920
	Iteration 38Q: 3 clusters Score -9662259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -9662263.000000 Penalty: 3650.367920
	Iteration 39Q: 3 clusters Score -9662263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -9662255.000000 Penalty: 3650.367920
	Iteration 40F: 3 clusters Score -9662255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -9662260.000000 Penalty: 3650.367920
	Iteration 41Q: 3 clusters Score -9662260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -9662253.000000 Penalty: 3650.367920
	Iteration 42Q: 3 clusters Score -9662253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -9662253.000000 Penalty: 3650.367920
	Iteration 43F: 3 clusters Score -9662253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 129953 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Entering Unmasked Estep 
Score: -85747440.000000 Penalty: 56626.296875
Splitting cluster 11 changes total score from -85698344.000000 to -85747440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (129953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129953 members 
Entering Unmasked Estep 
Score: -17335906.000000 Penalty: 1913.425781
	Iteration 0F: 2 clusters Score -1.733591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -17315470.000000 Penalty: 3826.851562
	Iteration 0F: 3 clusters Score -1.731547e+07 nChanged 62583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -17352146.000000 Penalty: 3826.851562
	Iteration 1F: 3 clusters Score -1.735215e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -17352958.000000 Penalty: 3826.851562
	Iteration 2Q: 3 clusters Score -1.735296e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -17354038.000000 Penalty: 3826.851562
	Iteration 3F: 3 clusters Score -1.735404e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -17356598.000000 Penalty: 3826.851562
	Iteration 4F: 3 clusters Score -1.73566e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -17362016.000000 Penalty: 3826.851562
	Iteration 5F: 3 clusters Score -1.736202e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -17369494.000000 Penalty: 3826.851562
	Iteration 6F: 3 clusters Score -1.736949e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -17374414.000000 Penalty: 3826.851562
	Iteration 7F: 3 clusters Score -1.737441e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -17375932.000000 Penalty: 3826.851562
	Iteration 8Q: 3 clusters Score -1.737593e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -17376430.000000 Penalty: 3826.851562
	Iteration 9Q: 3 clusters Score -1.737643e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -17376440.000000 Penalty: 3826.851562
	Iteration 10Q: 3 clusters Score -1.737644e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -17376398.000000 Penalty: 3826.851562
	Iteration 11Q: 3 clusters Score -1.73764e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -17376196.000000 Penalty: 3826.851562
	Iteration 12Q: 3 clusters Score -1.73762e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -17376094.000000 Penalty: 3826.851562
	Iteration 13Q: 3 clusters Score -1.737609e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -17375916.000000 Penalty: 3826.851562
	Iteration 14Q: 3 clusters Score -1.737592e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -17375782.000000 Penalty: 3826.851562
	Iteration 15Q: 3 clusters Score -1.737578e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -17375804.000000 Penalty: 3826.851562
	Iteration 16Q: 3 clusters Score -1.73758e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -17375824.000000 Penalty: 3826.851562
	Iteration 17Q: 3 clusters Score -1.737582e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -17375948.000000 Penalty: 3826.851562
	Iteration 18Q: 3 clusters Score -1.737595e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -17376206.000000 Penalty: 3826.851562
	Iteration 19Q: 3 clusters Score -1.737621e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -17376412.000000 Penalty: 3826.851562
	Iteration 20F: 3 clusters Score -1.737641e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -17376510.000000 Penalty: 3826.851562
	Iteration 21Q: 3 clusters Score -1.737651e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -17376646.000000 Penalty: 3826.851562
	Iteration 22Q: 3 clusters Score -1.737665e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -17376808.000000 Penalty: 3826.851562
	Iteration 23Q: 3 clusters Score -1.737681e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -17377048.000000 Penalty: 3826.851562
	Iteration 24Q: 3 clusters Score -1.737705e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -17377232.000000 Penalty: 3826.851562
	Iteration 25Q: 3 clusters Score -1.737723e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -17377472.000000 Penalty: 3826.851562
	Iteration 26Q: 3 clusters Score -1.737747e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -17377576.000000 Penalty: 3826.851562
	Iteration 27Q: 3 clusters Score -1.737758e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -17377652.000000 Penalty: 3826.851562
	Iteration 28Q: 3 clusters Score -1.737765e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -17377682.000000 Penalty: 3826.851562
	Iteration 29Q: 3 clusters Score -1.737768e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -17377724.000000 Penalty: 3826.851562
	Iteration 30Q: 3 clusters Score -1.737772e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -17377632.000000 Penalty: 3826.851562
	Iteration 31Q: 3 clusters Score -1.737763e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -17377678.000000 Penalty: 3826.851562
	Iteration 32Q: 3 clusters Score -1.737768e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -17377608.000000 Penalty: 3826.851562
	Iteration 33Q: 3 clusters Score -1.737761e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -17377662.000000 Penalty: 3826.851562
	Iteration 34Q: 3 clusters Score -1.737766e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -17377728.000000 Penalty: 3826.851562
	Iteration 35Q: 3 clusters Score -1.737773e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -17377740.000000 Penalty: 3826.851562
	Iteration 36Q: 3 clusters Score -1.737774e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -17377714.000000 Penalty: 3826.851562
	Iteration 37Q: 3 clusters Score -1.737771e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -17377768.000000 Penalty: 3826.851562
	Iteration 38Q: 3 clusters Score -1.737777e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -17377740.000000 Penalty: 3826.851562
	Iteration 39Q: 3 clusters Score -1.737774e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -17377666.000000 Penalty: 3826.851562
	Iteration 40F: 3 clusters Score -1.737767e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -17377648.000000 Penalty: 3826.851562
	Iteration 41Q: 3 clusters Score -1.737765e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -17377658.000000 Penalty: 3826.851562
	Iteration 42Q: 3 clusters Score -1.737766e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -17377668.000000 Penalty: 3826.851562
	Iteration 43Q: 3 clusters Score -1.737767e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -17377676.000000 Penalty: 3826.851562
	Iteration 44Q: 3 clusters Score -1.737768e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -17377682.000000 Penalty: 3826.851562
	Iteration 45Q: 3 clusters Score -1.737768e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -17377704.000000 Penalty: 3826.851562
	Iteration 46Q: 3 clusters Score -1.73777e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -17377710.000000 Penalty: 3826.851562
	Iteration 47Q: 3 clusters Score -1.737771e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -17377778.000000 Penalty: 3826.851562
	Iteration 48Q: 3 clusters Score -1.737778e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -17377812.000000 Penalty: 3826.851562
	Iteration 49Q: 3 clusters Score -1.737781e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -17377866.000000 Penalty: 3826.851562
	Iteration 50Q: 3 clusters Score -1.737787e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -17377862.000000 Penalty: 3826.851562
	Iteration 51Q: 3 clusters Score -1.737786e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -17377902.000000 Penalty: 3826.851562
	Iteration 52Q: 3 clusters Score -1.73779e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -17377894.000000 Penalty: 3826.851562
	Iteration 53Q: 3 clusters Score -1.737789e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -17377894.000000 Penalty: 3826.851562
	Iteration 54Q: 3 clusters Score -1.737789e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -17377914.000000 Penalty: 3826.851562
	Iteration 55Q: 3 clusters Score -1.737791e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -17377944.000000 Penalty: 3826.851562
	Iteration 56Q: 3 clusters Score -1.737794e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -17378014.000000 Penalty: 3826.851562
	Iteration 57Q: 3 clusters Score -1.737801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -17378020.000000 Penalty: 3826.851562
	Iteration 58Q: 3 clusters Score -1.737802e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -17378038.000000 Penalty: 3826.851562
	Iteration 59Q: 3 clusters Score -1.737804e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -17378060.000000 Penalty: 3826.851562
	Iteration 60F: 3 clusters Score -1.737806e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -17378092.000000 Penalty: 3826.851562
	Iteration 61Q: 3 clusters Score -1.737809e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -17378094.000000 Penalty: 3826.851562
	Iteration 62Q: 3 clusters Score -1.737809e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -17378046.000000 Penalty: 3826.851562
	Iteration 63Q: 3 clusters Score -1.737805e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -17378038.000000 Penalty: 3826.851562
	Iteration 64Q: 3 clusters Score -1.737804e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -17377976.000000 Penalty: 3826.851562
	Iteration 65Q: 3 clusters Score -1.737798e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -17377974.000000 Penalty: 3826.851562
	Iteration 66Q: 3 clusters Score -1.737797e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -17377936.000000 Penalty: 3826.851562
	Iteration 67Q: 3 clusters Score -1.737794e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -17377934.000000 Penalty: 3826.851562
	Iteration 68Q: 3 clusters Score -1.737793e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -17377926.000000 Penalty: 3826.851562
	Iteration 69Q: 3 clusters Score -1.737793e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -17377954.000000 Penalty: 3826.851562
	Iteration 70Q: 3 clusters Score -1.737795e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -17377962.000000 Penalty: 3826.851562
	Iteration 71Q: 3 clusters Score -1.737796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -17377948.000000 Penalty: 3826.851562
	Iteration 72Q: 3 clusters Score -1.737795e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -17377948.000000 Penalty: 3826.851562
	Iteration 73Q: 3 clusters Score -1.737795e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -17377982.000000 Penalty: 3826.851562
	Iteration 74Q: 3 clusters Score -1.737798e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -17377970.000000 Penalty: 3826.851562
	Iteration 75Q: 3 clusters Score -1.737797e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -17377990.000000 Penalty: 3826.851562
	Iteration 76Q: 3 clusters Score -1.737799e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -17377972.000000 Penalty: 3826.851562
	Iteration 77Q: 3 clusters Score -1.737797e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -17377964.000000 Penalty: 3826.851562
	Iteration 78Q: 3 clusters Score -1.737796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -17377966.000000 Penalty: 3826.851562
	Iteration 79Q: 3 clusters Score -1.737797e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -17377986.000000 Penalty: 3826.851562
	Iteration 80F: 3 clusters Score -1.737799e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -17377976.000000 Penalty: 3826.851562
	Iteration 81Q: 3 clusters Score -1.737798e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -17377970.000000 Penalty: 3826.851562
	Iteration 82Q: 3 clusters Score -1.737797e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -17378018.000000 Penalty: 3826.851562
	Iteration 83Q: 3 clusters Score -1.737802e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -17377998.000000 Penalty: 3826.851562
	Iteration 84Q: 3 clusters Score -1.7378e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -17377972.000000 Penalty: 3826.851562
	Iteration 85Q: 3 clusters Score -1.737797e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -17377914.000000 Penalty: 3826.851562
	Iteration 86Q: 3 clusters Score -1.737791e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -17377936.000000 Penalty: 3826.851562
	Iteration 87Q: 3 clusters Score -1.737794e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -17377946.000000 Penalty: 3826.851562
	Iteration 88Q: 3 clusters Score -1.737795e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -17377970.000000 Penalty: 3826.851562
	Iteration 89Q: 3 clusters Score -1.737797e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -17378018.000000 Penalty: 3826.851562
	Iteration 90Q: 3 clusters Score -1.737802e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -17378002.000000 Penalty: 3826.851562
	Iteration 91Q: 3 clusters Score -1.7378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -17377964.000000 Penalty: 3826.851562
	Iteration 92Q: 3 clusters Score -1.737796e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -17377910.000000 Penalty: 3826.851562
	Iteration 93Q: 3 clusters Score -1.737791e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -17377872.000000 Penalty: 3826.851562
	Iteration 94Q: 3 clusters Score -1.737787e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -17377886.000000 Penalty: 3826.851562
	Iteration 95Q: 3 clusters Score -1.737789e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -17377890.000000 Penalty: 3826.851562
	Iteration 96Q: 3 clusters Score -1.737789e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -17377858.000000 Penalty: 3826.851562
	Iteration 97Q: 3 clusters Score -1.737786e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -17377846.000000 Penalty: 3826.851562
	Iteration 98Q: 3 clusters Score -1.737785e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -17377820.000000 Penalty: 3826.851562
	Iteration 99Q: 3 clusters Score -1.737782e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -17377814.000000 Penalty: 3826.851562
	Iteration 100F: 3 clusters Score -1.737781e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -17377772.000000 Penalty: 3826.851562
	Iteration 101Q: 3 clusters Score -1.737777e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -17377760.000000 Penalty: 3826.851562
	Iteration 102Q: 3 clusters Score -1.737776e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -17377778.000000 Penalty: 3826.851562
	Iteration 103Q: 3 clusters Score -1.737778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -17377750.000000 Penalty: 3826.851562
	Iteration 104Q: 3 clusters Score -1.737775e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -17377786.000000 Penalty: 3826.851562
	Iteration 105Q: 3 clusters Score -1.737779e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -17377790.000000 Penalty: 3826.851562
	Iteration 106Q: 3 clusters Score -1.737779e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -17377758.000000 Penalty: 3826.851562
	Iteration 107Q: 3 clusters Score -1.737776e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -17377734.000000 Penalty: 3826.851562
	Iteration 108Q: 3 clusters Score -1.737773e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -17377736.000000 Penalty: 3826.851562
	Iteration 109Q: 3 clusters Score -1.737774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -17377698.000000 Penalty: 3826.851562
	Iteration 110Q: 3 clusters Score -1.73777e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -17377712.000000 Penalty: 3826.851562
	Iteration 111Q: 3 clusters Score -1.737771e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -17377674.000000 Penalty: 3826.851562
	Iteration 112Q: 3 clusters Score -1.737767e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -17377668.000000 Penalty: 3826.851562
	Iteration 113Q: 3 clusters Score -1.737767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -17377668.000000 Penalty: 3826.851562
	Iteration 114Q: 3 clusters Score -1.737767e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -17377656.000000 Penalty: 3826.851562
	Iteration 115Q: 3 clusters Score -1.737766e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -17377684.000000 Penalty: 3826.851562
	Iteration 116Q: 3 clusters Score -1.737768e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -17377674.000000 Penalty: 3826.851562
	Iteration 117Q: 3 clusters Score -1.737767e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -17377656.000000 Penalty: 3826.851562
	Iteration 118Q: 3 clusters Score -1.737766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -17377668.000000 Penalty: 3826.851562
	Iteration 119Q: 3 clusters Score -1.737767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -17377686.000000 Penalty: 3826.851562
	Iteration 120F: 3 clusters Score -1.737769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -17377664.000000 Penalty: 3826.851562
	Iteration 121Q: 3 clusters Score -1.737766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -17377638.000000 Penalty: 3826.851562
	Iteration 122Q: 3 clusters Score -1.737764e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -17377660.000000 Penalty: 3826.851562
	Iteration 123Q: 3 clusters Score -1.737766e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -17377674.000000 Penalty: 3826.851562
	Iteration 124Q: 3 clusters Score -1.737767e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -17377660.000000 Penalty: 3826.851562
	Iteration 125Q: 3 clusters Score -1.737766e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -17377622.000000 Penalty: 3826.851562
	Iteration 126Q: 3 clusters Score -1.737762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -17377616.000000 Penalty: 3826.851562
	Iteration 127Q: 3 clusters Score -1.737762e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -17377640.000000 Penalty: 3826.851562
	Iteration 128Q: 3 clusters Score -1.737764e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -17377616.000000 Penalty: 3826.851562
	Iteration 129Q: 3 clusters Score -1.737762e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -17377624.000000 Penalty: 3826.851562
	Iteration 130Q: 3 clusters Score -1.737762e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -17377656.000000 Penalty: 3826.851562
	Iteration 131Q: 3 clusters Score -1.737766e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -17377654.000000 Penalty: 3826.851562
	Iteration 132Q: 3 clusters Score -1.737765e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -17377594.000000 Penalty: 3826.851562
	Iteration 133Q: 3 clusters Score -1.737759e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -17377588.000000 Penalty: 3826.851562
	Iteration 134Q: 3 clusters Score -1.737759e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -17377594.000000 Penalty: 3826.851562
	Iteration 135Q: 3 clusters Score -1.737759e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -17377568.000000 Penalty: 3826.851562
	Iteration 136Q: 3 clusters Score -1.737757e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -17377570.000000 Penalty: 3826.851562
	Iteration 137Q: 3 clusters Score -1.737757e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -17377520.000000 Penalty: 3826.851562
	Iteration 138Q: 3 clusters Score -1.737752e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -17377508.000000 Penalty: 3826.851562
	Iteration 139Q: 3 clusters Score -1.737751e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -17377456.000000 Penalty: 3826.851562
	Iteration 140F: 3 clusters Score -1.737746e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -17377418.000000 Penalty: 3826.851562
	Iteration 141Q: 3 clusters Score -1.737742e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -17377408.000000 Penalty: 3826.851562
	Iteration 142Q: 3 clusters Score -1.737741e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -17377392.000000 Penalty: 3826.851562
	Iteration 143Q: 3 clusters Score -1.737739e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -17377374.000000 Penalty: 3826.851562
	Iteration 144Q: 3 clusters Score -1.737737e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -17377350.000000 Penalty: 3826.851562
	Iteration 145Q: 3 clusters Score -1.737735e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -17377276.000000 Penalty: 3826.851562
	Iteration 146Q: 3 clusters Score -1.737728e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -17377256.000000 Penalty: 3826.851562
	Iteration 147Q: 3 clusters Score -1.737726e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -17377306.000000 Penalty: 3826.851562
	Iteration 148Q: 3 clusters Score -1.737731e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -17377288.000000 Penalty: 3826.851562
	Iteration 149Q: 3 clusters Score -1.737729e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -17377280.000000 Penalty: 3826.851562
	Iteration 150Q: 3 clusters Score -1.737728e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -17377256.000000 Penalty: 3826.851562
	Iteration 151Q: 3 clusters Score -1.737726e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -17377266.000000 Penalty: 3826.851562
	Iteration 152Q: 3 clusters Score -1.737727e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -17377292.000000 Penalty: 3826.851562
	Iteration 153Q: 3 clusters Score -1.737729e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -17377232.000000 Penalty: 3826.851562
	Iteration 154Q: 3 clusters Score -1.737723e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -17377258.000000 Penalty: 3826.851562
	Iteration 155Q: 3 clusters Score -1.737726e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -17377236.000000 Penalty: 3826.851562
	Iteration 156Q: 3 clusters Score -1.737724e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -17377152.000000 Penalty: 3826.851562
	Iteration 157Q: 3 clusters Score -1.737715e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -17377162.000000 Penalty: 3826.851562
	Iteration 158Q: 3 clusters Score -1.737716e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -17377152.000000 Penalty: 3826.851562
	Iteration 159Q: 3 clusters Score -1.737715e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -17377170.000000 Penalty: 3826.851562
	Iteration 160F: 3 clusters Score -1.737717e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -17377140.000000 Penalty: 3826.851562
	Iteration 161Q: 3 clusters Score -1.737714e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -17377176.000000 Penalty: 3826.851562
	Iteration 162Q: 3 clusters Score -1.737718e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -17377162.000000 Penalty: 3826.851562
	Iteration 163Q: 3 clusters Score -1.737716e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -17377182.000000 Penalty: 3826.851562
	Iteration 164Q: 3 clusters Score -1.737718e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -17377170.000000 Penalty: 3826.851562
	Iteration 165Q: 3 clusters Score -1.737717e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -17377212.000000 Penalty: 3826.851562
	Iteration 166Q: 3 clusters Score -1.737721e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -17377156.000000 Penalty: 3826.851562
	Iteration 167Q: 3 clusters Score -1.737716e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -17377124.000000 Penalty: 3826.851562
	Iteration 168Q: 3 clusters Score -1.737712e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -17377094.000000 Penalty: 3826.851562
	Iteration 169Q: 3 clusters Score -1.737709e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -17377078.000000 Penalty: 3826.851562
	Iteration 170Q: 3 clusters Score -1.737708e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -17377068.000000 Penalty: 3826.851562
	Iteration 171Q: 3 clusters Score -1.737707e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -17377098.000000 Penalty: 3826.851562
	Iteration 172Q: 3 clusters Score -1.73771e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -17377082.000000 Penalty: 3826.851562
	Iteration 173Q: 3 clusters Score -1.737708e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -17377080.000000 Penalty: 3826.851562
	Iteration 174Q: 3 clusters Score -1.737708e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -17377062.000000 Penalty: 3826.851562
	Iteration 175Q: 3 clusters Score -1.737706e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -17377040.000000 Penalty: 3826.851562
	Iteration 176Q: 3 clusters Score -1.737704e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -17377010.000000 Penalty: 3826.851562
	Iteration 177Q: 3 clusters Score -1.737701e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -17376986.000000 Penalty: 3826.851562
	Iteration 178Q: 3 clusters Score -1.737699e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -17377028.000000 Penalty: 3826.851562
	Iteration 179Q: 3 clusters Score -1.737703e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -17376958.000000 Penalty: 3826.851562
	Iteration 180F: 3 clusters Score -1.737696e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -17376946.000000 Penalty: 3826.851562
	Iteration 181Q: 3 clusters Score -1.737695e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -17376986.000000 Penalty: 3826.851562
	Iteration 182Q: 3 clusters Score -1.737699e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -17376968.000000 Penalty: 3826.851562
	Iteration 183Q: 3 clusters Score -1.737697e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -17376924.000000 Penalty: 3826.851562
	Iteration 184Q: 3 clusters Score -1.737692e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -17376922.000000 Penalty: 3826.851562
	Iteration 185Q: 3 clusters Score -1.737692e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -17376882.000000 Penalty: 3826.851562
	Iteration 186Q: 3 clusters Score -1.737688e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -17376820.000000 Penalty: 3826.851562
	Iteration 187Q: 3 clusters Score -1.737682e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -17376810.000000 Penalty: 3826.851562
	Iteration 188Q: 3 clusters Score -1.737681e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -17376796.000000 Penalty: 3826.851562
	Iteration 189Q: 3 clusters Score -1.73768e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -17376744.000000 Penalty: 3826.851562
	Iteration 190Q: 3 clusters Score -1.737674e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -17376772.000000 Penalty: 3826.851562
	Iteration 191Q: 3 clusters Score -1.737677e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -17376744.000000 Penalty: 3826.851562
	Iteration 192Q: 3 clusters Score -1.737674e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -17376768.000000 Penalty: 3826.851562
	Iteration 193Q: 3 clusters Score -1.737677e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -17376778.000000 Penalty: 3826.851562
	Iteration 194Q: 3 clusters Score -1.737678e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -17376800.000000 Penalty: 3826.851562
	Iteration 195Q: 3 clusters Score -1.73768e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -17376740.000000 Penalty: 3826.851562
	Iteration 196Q: 3 clusters Score -1.737674e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -17376788.000000 Penalty: 3826.851562
	Iteration 197Q: 3 clusters Score -1.737679e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -17376794.000000 Penalty: 3826.851562
	Iteration 198Q: 3 clusters Score -1.737679e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -17376792.000000 Penalty: 3826.851562
	Iteration 199Q: 3 clusters Score -1.737679e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -17376870.000000 Penalty: 3826.851562
	Iteration 200F: 3 clusters Score -1.737687e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -17376870.000000 Penalty: 3826.851562
	Iteration 201Q: 3 clusters Score -1.737687e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -17376870.000000 Penalty: 3826.851562
	Iteration 202Q: 3 clusters Score -1.737687e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -17376826.000000 Penalty: 3826.851562
	Iteration 203Q: 3 clusters Score -1.737683e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -17376804.000000 Penalty: 3826.851562
	Iteration 204Q: 3 clusters Score -1.73768e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -17376842.000000 Penalty: 3826.851562
	Iteration 205Q: 3 clusters Score -1.737684e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -17376908.000000 Penalty: 3826.851562
	Iteration 206Q: 3 clusters Score -1.737691e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -17376832.000000 Penalty: 3826.851562
	Iteration 207Q: 3 clusters Score -1.737683e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -17376804.000000 Penalty: 3826.851562
	Iteration 208Q: 3 clusters Score -1.73768e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -17376760.000000 Penalty: 3826.851562
	Iteration 209Q: 3 clusters Score -1.737676e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -17376728.000000 Penalty: 3826.851562
	Iteration 210Q: 3 clusters Score -1.737673e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -17376706.000000 Penalty: 3826.851562
	Iteration 211Q: 3 clusters Score -1.737671e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -17376684.000000 Penalty: 3826.851562
	Iteration 212Q: 3 clusters Score -1.737668e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -17376708.000000 Penalty: 3826.851562
	Iteration 213Q: 3 clusters Score -1.737671e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -17376714.000000 Penalty: 3826.851562
	Iteration 214Q: 3 clusters Score -1.737671e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -17376718.000000 Penalty: 3826.851562
	Iteration 215Q: 3 clusters Score -1.737672e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -17376732.000000 Penalty: 3826.851562
	Iteration 216Q: 3 clusters Score -1.737673e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -17376742.000000 Penalty: 3826.851562
	Iteration 217Q: 3 clusters Score -1.737674e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -17376696.000000 Penalty: 3826.851562
	Iteration 218Q: 3 clusters Score -1.73767e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -17376754.000000 Penalty: 3826.851562
	Iteration 219Q: 3 clusters Score -1.737675e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -17376744.000000 Penalty: 3826.851562
	Iteration 220F: 3 clusters Score -1.737674e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -17376718.000000 Penalty: 3826.851562
	Iteration 221Q: 3 clusters Score -1.737672e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -17376694.000000 Penalty: 3826.851562
	Iteration 222Q: 3 clusters Score -1.737669e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -17376690.000000 Penalty: 3826.851562
	Iteration 223Q: 3 clusters Score -1.737669e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -17376744.000000 Penalty: 3826.851562
	Iteration 224Q: 3 clusters Score -1.737674e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -17376726.000000 Penalty: 3826.851562
	Iteration 225Q: 3 clusters Score -1.737673e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -17376694.000000 Penalty: 3826.851562
	Iteration 226Q: 3 clusters Score -1.737669e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -17376716.000000 Penalty: 3826.851562
	Iteration 227Q: 3 clusters Score -1.737672e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -17376662.000000 Penalty: 3826.851562
	Iteration 228Q: 3 clusters Score -1.737666e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -17376662.000000 Penalty: 3826.851562
	Iteration 229Q: 3 clusters Score -1.737666e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -17376572.000000 Penalty: 3826.851562
	Iteration 230Q: 3 clusters Score -1.737657e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -17376582.000000 Penalty: 3826.851562
	Iteration 231Q: 3 clusters Score -1.737658e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -17376554.000000 Penalty: 3826.851562
	Iteration 232Q: 3 clusters Score -1.737655e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -17376528.000000 Penalty: 3826.851562
	Iteration 233Q: 3 clusters Score -1.737653e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -17376516.000000 Penalty: 3826.851562
	Iteration 234Q: 3 clusters Score -1.737652e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -17376472.000000 Penalty: 3826.851562
	Iteration 235Q: 3 clusters Score -1.737647e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -17376454.000000 Penalty: 3826.851562
	Iteration 236Q: 3 clusters Score -1.737645e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -17376462.000000 Penalty: 3826.851562
	Iteration 237Q: 3 clusters Score -1.737646e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -17376498.000000 Penalty: 3826.851562
	Iteration 238Q: 3 clusters Score -1.73765e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -17376524.000000 Penalty: 3826.851562
	Iteration 239Q: 3 clusters Score -1.737652e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -17376528.000000 Penalty: 3826.851562
	Iteration 240F: 3 clusters Score -1.737653e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -17376526.000000 Penalty: 3826.851562
	Iteration 241Q: 3 clusters Score -1.737653e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -17376548.000000 Penalty: 3826.851562
	Iteration 242Q: 3 clusters Score -1.737655e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -17376566.000000 Penalty: 3826.851562
	Iteration 243Q: 3 clusters Score -1.737657e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -17376580.000000 Penalty: 3826.851562
	Iteration 244Q: 3 clusters Score -1.737658e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -17376536.000000 Penalty: 3826.851562
	Iteration 245Q: 3 clusters Score -1.737654e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -17376576.000000 Penalty: 3826.851562
	Iteration 246Q: 3 clusters Score -1.737658e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -17376540.000000 Penalty: 3826.851562
	Iteration 247Q: 3 clusters Score -1.737654e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -17376518.000000 Penalty: 3826.851562
	Iteration 248Q: 3 clusters Score -1.737652e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -17376538.000000 Penalty: 3826.851562
	Iteration 249Q: 3 clusters Score -1.737654e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -17376524.000000 Penalty: 3826.851562
	Iteration 250Q: 3 clusters Score -1.737652e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -17376570.000000 Penalty: 3826.851562
	Iteration 251Q: 3 clusters Score -1.737657e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -17376556.000000 Penalty: 3826.851562
	Iteration 252Q: 3 clusters Score -1.737656e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -17376560.000000 Penalty: 3826.851562
	Iteration 253Q: 3 clusters Score -1.737656e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -17376564.000000 Penalty: 3826.851562
	Iteration 254Q: 3 clusters Score -1.737656e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -17376550.000000 Penalty: 3826.851562
	Iteration 255Q: 3 clusters Score -1.737655e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -17376604.000000 Penalty: 3826.851562
	Iteration 256Q: 3 clusters Score -1.73766e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -17376600.000000 Penalty: 3826.851562
	Iteration 257Q: 3 clusters Score -1.73766e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -17376610.000000 Penalty: 3826.851562
	Iteration 258Q: 3 clusters Score -1.737661e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -17376570.000000 Penalty: 3826.851562
	Iteration 259Q: 3 clusters Score -1.737657e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -17376582.000000 Penalty: 3826.851562
	Iteration 260F: 3 clusters Score -1.737658e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -17376566.000000 Penalty: 3826.851562
	Iteration 261Q: 3 clusters Score -1.737657e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -17376578.000000 Penalty: 3826.851562
	Iteration 262Q: 3 clusters Score -1.737658e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -17376588.000000 Penalty: 3826.851562
	Iteration 263Q: 3 clusters Score -1.737659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -17376586.000000 Penalty: 3826.851562
	Iteration 264Q: 3 clusters Score -1.737659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -17376618.000000 Penalty: 3826.851562
	Iteration 265Q: 3 clusters Score -1.737662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -17376600.000000 Penalty: 3826.851562
	Iteration 266Q: 3 clusters Score -1.73766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -17376608.000000 Penalty: 3826.851562
	Iteration 267Q: 3 clusters Score -1.737661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -17376606.000000 Penalty: 3826.851562
	Iteration 268Q: 3 clusters Score -1.737661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -17376604.000000 Penalty: 3826.851562
	Iteration 269Q: 3 clusters Score -1.73766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -17376614.000000 Penalty: 3826.851562
	Iteration 270Q: 3 clusters Score -1.737661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -17376620.000000 Penalty: 3826.851562
	Iteration 271Q: 3 clusters Score -1.737662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -17376606.000000 Penalty: 3826.851562
	Iteration 272Q: 3 clusters Score -1.737661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -17376626.000000 Penalty: 3826.851562
	Iteration 273Q: 3 clusters Score -1.737663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -17376636.000000 Penalty: 3826.851562
	Iteration 274Q: 3 clusters Score -1.737664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -17376626.000000 Penalty: 3826.851562
	Iteration 275Q: 3 clusters Score -1.737663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -17376616.000000 Penalty: 3826.851562
	Iteration 276Q: 3 clusters Score -1.737662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -17376612.000000 Penalty: 3826.851562
	Iteration 277Q: 3 clusters Score -1.737661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -17376626.000000 Penalty: 3826.851562
	Iteration 278Q: 3 clusters Score -1.737663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -17376630.000000 Penalty: 3826.851562
	Iteration 279Q: 3 clusters Score -1.737663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -17376626.000000 Penalty: 3826.851562
	Iteration 280F: 3 clusters Score -1.737663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -17376636.000000 Penalty: 3826.851562
	Iteration 281Q: 3 clusters Score -1.737664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -17376632.000000 Penalty: 3826.851562
	Iteration 282Q: 3 clusters Score -1.737663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -17376618.000000 Penalty: 3826.851562
	Iteration 283Q: 3 clusters Score -1.737662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -17376624.000000 Penalty: 3826.851562
	Iteration 284Q: 3 clusters Score -1.737662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -17376616.000000 Penalty: 3826.851562
	Iteration 285Q: 3 clusters Score -1.737662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -17376606.000000 Penalty: 3826.851562
	Iteration 286Q: 3 clusters Score -1.737661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -17376592.000000 Penalty: 3826.851562
	Iteration 287Q: 3 clusters Score -1.737659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -17376608.000000 Penalty: 3826.851562
	Iteration 288Q: 3 clusters Score -1.737661e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -17376622.000000 Penalty: 3826.851562
	Iteration 289Q: 3 clusters Score -1.737662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -17376620.000000 Penalty: 3826.851562
	Iteration 290Q: 3 clusters Score -1.737662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -17376644.000000 Penalty: 3826.851562
	Iteration 291Q: 3 clusters Score -1.737664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -17376648.000000 Penalty: 3826.851562
	Iteration 292Q: 3 clusters Score -1.737665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -17376630.000000 Penalty: 3826.851562
	Iteration 293Q: 3 clusters Score -1.737663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -17376626.000000 Penalty: 3826.851562
	Iteration 294Q: 3 clusters Score -1.737663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -17376618.000000 Penalty: 3826.851562
	Iteration 295Q: 3 clusters Score -1.737662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -17376634.000000 Penalty: 3826.851562
	Iteration 296Q: 3 clusters Score -1.737663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -17376620.000000 Penalty: 3826.851562
	Iteration 297Q: 3 clusters Score -1.737662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -17376618.000000 Penalty: 3826.851562
	Iteration 298Q: 3 clusters Score -1.737662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -17376612.000000 Penalty: 3826.851562
	Iteration 299Q: 3 clusters Score -1.737661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -17376634.000000 Penalty: 3826.851562
	Iteration 300F: 3 clusters Score -1.737663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -17376634.000000 Penalty: 3826.851562
	Iteration 301Q: 3 clusters Score -1.737663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -17376642.000000 Penalty: 3826.851562
	Iteration 302Q: 3 clusters Score -1.737664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -17376640.000000 Penalty: 3826.851562
	Iteration 303Q: 3 clusters Score -1.737664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -17376640.000000 Penalty: 3826.851562
	Iteration 304Q: 3 clusters Score -1.737664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -17376644.000000 Penalty: 3826.851562
	Iteration 305Q: 3 clusters Score -1.737664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -17376640.000000 Penalty: 3826.851562
	Iteration 306Q: 3 clusters Score -1.737664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -17376650.000000 Penalty: 3826.851562
	Iteration 307Q: 3 clusters Score -1.737665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -17376660.000000 Penalty: 3826.851562
	Iteration 308Q: 3 clusters Score -1.737666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -17376648.000000 Penalty: 3826.851562
	Iteration 309Q: 3 clusters Score -1.737665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -17376640.000000 Penalty: 3826.851562
	Iteration 310Q: 3 clusters Score -1.737664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -17376638.000000 Penalty: 3826.851562
	Iteration 311Q: 3 clusters Score -1.737664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -17376650.000000 Penalty: 3826.851562
	Iteration 312Q: 3 clusters Score -1.737665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -17376650.000000 Penalty: 3826.851562
	Iteration 313Q: 3 clusters Score -1.737665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -17376652.000000 Penalty: 3826.851562
	Iteration 314Q: 3 clusters Score -1.737665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -17376662.000000 Penalty: 3826.851562
	Iteration 315Q: 3 clusters Score -1.737666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -17376654.000000 Penalty: 3826.851562
	Iteration 316Q: 3 clusters Score -1.737665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -17376652.000000 Penalty: 3826.851562
	Iteration 317Q: 3 clusters Score -1.737665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -17376658.000000 Penalty: 3826.851562
	Iteration 318Q: 3 clusters Score -1.737666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -17376660.000000 Penalty: 3826.851562
	Iteration 319Q: 3 clusters Score -1.737666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -17376668.000000 Penalty: 3826.851562
	Iteration 320F: 3 clusters Score -1.737667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -17376672.000000 Penalty: 3826.851562
	Iteration 321Q: 3 clusters Score -1.737667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -17376666.000000 Penalty: 3826.851562
	Iteration 322Q: 3 clusters Score -1.737667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -17376668.000000 Penalty: 3826.851562
	Iteration 323Q: 3 clusters Score -1.737667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -17376678.000000 Penalty: 3826.851562
	Iteration 324Q: 3 clusters Score -1.737668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -17376678.000000 Penalty: 3826.851562
	Iteration 325Q: 3 clusters Score -1.737668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -17376684.000000 Penalty: 3826.851562
	Iteration 326Q: 3 clusters Score -1.737668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -17376682.000000 Penalty: 3826.851562
	Iteration 327Q: 3 clusters Score -1.737668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -17376690.000000 Penalty: 3826.851562
	Iteration 328Q: 3 clusters Score -1.737669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -17376694.000000 Penalty: 3826.851562
	Iteration 329Q: 3 clusters Score -1.737669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -17376690.000000 Penalty: 3826.851562
	Iteration 330Q: 3 clusters Score -1.737669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -17376688.000000 Penalty: 3826.851562
	Iteration 331Q: 3 clusters Score -1.737669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -17376688.000000 Penalty: 3826.851562
	Iteration 332F: 3 clusters Score -1.737669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Entering Unmasked Estep 
Score: -85788280.000000 Penalty: 58804.230469
Splitting cluster 12 changes total score from -85698344.000000 to -85788280.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (20125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Entering Unmasked Estep 
Score: -2587950.500000 Penalty: 1610.329224
	Iteration 0F: 2 clusters Score -2587950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2574397.000000 Penalty: 3220.658447
	Iteration 0F: 3 clusters Score -2574397 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2581024.500000 Penalty: 3220.658447
	Iteration 1F: 3 clusters Score -2581024 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2583602.000000 Penalty: 3220.658447
	Iteration 2F: 3 clusters Score -2583602 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2586143.750000 Penalty: 3220.658447
	Iteration 3F: 3 clusters Score -2586144 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2587829.250000 Penalty: 3220.658447
	Iteration 4F: 3 clusters Score -2587829 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2588684.500000 Penalty: 3220.658447
	Iteration 5F: 3 clusters Score -2588684 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2589157.250000 Penalty: 3220.658447
	Iteration 6Q: 3 clusters Score -2589157 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2589458.000000 Penalty: 3220.658447
	Iteration 7Q: 3 clusters Score -2589458 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2589674.250000 Penalty: 3220.658447
	Iteration 8Q: 3 clusters Score -2589674 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2589803.000000 Penalty: 3220.658447
	Iteration 9Q: 3 clusters Score -2589803 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2589890.750000 Penalty: 3220.658447
	Iteration 10Q: 3 clusters Score -2589891 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2589936.750000 Penalty: 3220.658447
	Iteration 11Q: 3 clusters Score -2589937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2589964.500000 Penalty: 3220.658447
	Iteration 12Q: 3 clusters Score -2589964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2589996.750000 Penalty: 3220.658447
	Iteration 13Q: 3 clusters Score -2589997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2590018.250000 Penalty: 3220.658447
	Iteration 14Q: 3 clusters Score -2590018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2590026.750000 Penalty: 3220.658447
	Iteration 15Q: 3 clusters Score -2590027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2590034.500000 Penalty: 3220.658447
	Iteration 16Q: 3 clusters Score -2590034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2590041.500000 Penalty: 3220.658447
	Iteration 17Q: 3 clusters Score -2590042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2590045.000000 Penalty: 3220.658447
	Iteration 18Q: 3 clusters Score -2590045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2590051.000000 Penalty: 3220.658447
	Iteration 19Q: 3 clusters Score -2590051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2590054.250000 Penalty: 3220.658447
	Iteration 20F: 3 clusters Score -2590054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2590049.750000 Penalty: 3220.658447
	Iteration 21Q: 3 clusters Score -2590050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2590051.750000 Penalty: 3220.658447
	Iteration 22Q: 3 clusters Score -2590052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2590052.250000 Penalty: 3220.658447
	Iteration 23Q: 3 clusters Score -2590052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2590054.250000 Penalty: 3220.658447
	Iteration 24Q: 3 clusters Score -2590054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2590055.500000 Penalty: 3220.658447
	Iteration 25Q: 3 clusters Score -2590056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2590055.500000 Penalty: 3220.658447
	Iteration 26Q: 3 clusters Score -2590056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2590055.500000 Penalty: 3220.658447
	Iteration 27Q: 3 clusters Score -2590056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2590056.750000 Penalty: 3220.658447
	Iteration 28Q: 3 clusters Score -2590057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2590057.000000 Penalty: 3220.658447
	Iteration 29Q: 3 clusters Score -2590057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2590058.750000 Penalty: 3220.658447
	Iteration 30Q: 3 clusters Score -2590059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2590062.500000 Penalty: 3220.658447
	Iteration 31Q: 3 clusters Score -2590062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2590059.500000 Penalty: 3220.658447
	Iteration 32Q: 3 clusters Score -2590060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2590063.000000 Penalty: 3220.658447
	Iteration 33Q: 3 clusters Score -2590063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2590059.250000 Penalty: 3220.658447
	Iteration 34Q: 3 clusters Score -2590059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2590059.500000 Penalty: 3220.658447
	Iteration 35Q: 3 clusters Score -2590060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2590058.000000 Penalty: 3220.658447
	Iteration 36Q: 3 clusters Score -2590058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2590061.750000 Penalty: 3220.658447
	Iteration 37Q: 3 clusters Score -2590062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2590059.250000 Penalty: 3220.658447
	Iteration 38Q: 3 clusters Score -2590059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2590059.250000 Penalty: 3220.658447
	Iteration 39Q: 3 clusters Score -2590059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2590060.500000 Penalty: 3220.658447
	Iteration 40F: 3 clusters Score -2590060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2590057.750000 Penalty: 3220.658447
	Iteration 41Q: 3 clusters Score -2590058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2590057.750000 Penalty: 3220.658447
	Iteration 42F: 3 clusters Score -2590058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 130592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Entering Unmasked Estep 
Score: -85789656.000000 Penalty: 60982.164062
Splitting cluster 13 changes total score from -85698344.000000 to -85789656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (130592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130592 members 
Entering Unmasked Estep 
Score: -17214684.000000 Penalty: 1914.222778
	Iteration 0F: 2 clusters Score -1.721468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -17165710.000000 Penalty: 3828.445557
	Iteration 0F: 3 clusters Score -1.716571e+07 nChanged 62916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -17202966.000000 Penalty: 3828.445557
	Iteration 1F: 3 clusters Score -1.720297e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -17204930.000000 Penalty: 3828.445557
	Iteration 2Q: 3 clusters Score -1.720493e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -17207712.000000 Penalty: 3828.445557
	Iteration 3Q: 3 clusters Score -1.720771e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -17211820.000000 Penalty: 3828.445557
	Iteration 4F: 3 clusters Score -1.721182e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -17216544.000000 Penalty: 3828.445557
	Iteration 5F: 3 clusters Score -1.721654e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -17221622.000000 Penalty: 3828.445557
	Iteration 6F: 3 clusters Score -1.722162e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -17226196.000000 Penalty: 3828.445557
	Iteration 7F: 3 clusters Score -1.72262e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -17230328.000000 Penalty: 3828.445557
	Iteration 8F: 3 clusters Score -1.723033e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -17232612.000000 Penalty: 3828.445557
	Iteration 9Q: 3 clusters Score -1.723261e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -17233724.000000 Penalty: 3828.445557
	Iteration 10Q: 3 clusters Score -1.723372e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -17234264.000000 Penalty: 3828.445557
	Iteration 11Q: 3 clusters Score -1.723426e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -17234388.000000 Penalty: 3828.445557
	Iteration 12Q: 3 clusters Score -1.723439e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -17234454.000000 Penalty: 3828.445557
	Iteration 13Q: 3 clusters Score -1.723445e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 3828.445557
	Iteration 14Q: 3 clusters Score -1.723453e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -17234602.000000 Penalty: 3828.445557
	Iteration 15Q: 3 clusters Score -1.72346e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -17234614.000000 Penalty: 3828.445557
	Iteration 16Q: 3 clusters Score -1.723461e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -17234728.000000 Penalty: 3828.445557
	Iteration 17Q: 3 clusters Score -1.723473e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -17234784.000000 Penalty: 3828.445557
	Iteration 18Q: 3 clusters Score -1.723478e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -17234862.000000 Penalty: 3828.445557
	Iteration 19Q: 3 clusters Score -1.723486e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -17234948.000000 Penalty: 3828.445557
	Iteration 20F: 3 clusters Score -1.723495e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -17235056.000000 Penalty: 3828.445557
	Iteration 21Q: 3 clusters Score -1.723506e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -17235184.000000 Penalty: 3828.445557
	Iteration 22Q: 3 clusters Score -1.723518e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -17235188.000000 Penalty: 3828.445557
	Iteration 23Q: 3 clusters Score -1.723519e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -17235270.000000 Penalty: 3828.445557
	Iteration 24Q: 3 clusters Score -1.723527e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -17235350.000000 Penalty: 3828.445557
	Iteration 25Q: 3 clusters Score -1.723535e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -17235410.000000 Penalty: 3828.445557
	Iteration 26Q: 3 clusters Score -1.723541e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -17235444.000000 Penalty: 3828.445557
	Iteration 27Q: 3 clusters Score -1.723544e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -17235436.000000 Penalty: 3828.445557
	Iteration 28Q: 3 clusters Score -1.723544e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -17235434.000000 Penalty: 3828.445557
	Iteration 29Q: 3 clusters Score -1.723543e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -17235502.000000 Penalty: 3828.445557
	Iteration 30Q: 3 clusters Score -1.72355e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -17235506.000000 Penalty: 3828.445557
	Iteration 31Q: 3 clusters Score -1.723551e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -17235434.000000 Penalty: 3828.445557
	Iteration 32Q: 3 clusters Score -1.723543e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -17235390.000000 Penalty: 3828.445557
	Iteration 33Q: 3 clusters Score -1.723539e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -17235388.000000 Penalty: 3828.445557
	Iteration 34Q: 3 clusters Score -1.723539e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -17235304.000000 Penalty: 3828.445557
	Iteration 35Q: 3 clusters Score -1.72353e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -17235278.000000 Penalty: 3828.445557
	Iteration 36Q: 3 clusters Score -1.723528e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -17235368.000000 Penalty: 3828.445557
	Iteration 37Q: 3 clusters Score -1.723537e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -17235364.000000 Penalty: 3828.445557
	Iteration 38Q: 3 clusters Score -1.723536e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -17235316.000000 Penalty: 3828.445557
	Iteration 39Q: 3 clusters Score -1.723532e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -17235282.000000 Penalty: 3828.445557
	Iteration 40F: 3 clusters Score -1.723528e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -17235392.000000 Penalty: 3828.445557
	Iteration 41Q: 3 clusters Score -1.723539e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -17235354.000000 Penalty: 3828.445557
	Iteration 42Q: 3 clusters Score -1.723535e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -17235226.000000 Penalty: 3828.445557
	Iteration 43Q: 3 clusters Score -1.723523e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -17235234.000000 Penalty: 3828.445557
	Iteration 44Q: 3 clusters Score -1.723523e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -17235266.000000 Penalty: 3828.445557
	Iteration 45Q: 3 clusters Score -1.723527e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -17235234.000000 Penalty: 3828.445557
	Iteration 46Q: 3 clusters Score -1.723523e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -17235214.000000 Penalty: 3828.445557
	Iteration 47Q: 3 clusters Score -1.723521e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -17235320.000000 Penalty: 3828.445557
	Iteration 48Q: 3 clusters Score -1.723532e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -17235368.000000 Penalty: 3828.445557
	Iteration 49Q: 3 clusters Score -1.723537e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -17235502.000000 Penalty: 3828.445557
	Iteration 50Q: 3 clusters Score -1.72355e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -17235604.000000 Penalty: 3828.445557
	Iteration 51Q: 3 clusters Score -1.72356e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -17235664.000000 Penalty: 3828.445557
	Iteration 52Q: 3 clusters Score -1.723566e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -17235712.000000 Penalty: 3828.445557
	Iteration 53Q: 3 clusters Score -1.723571e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -17235730.000000 Penalty: 3828.445557
	Iteration 54Q: 3 clusters Score -1.723573e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -17235850.000000 Penalty: 3828.445557
	Iteration 55Q: 3 clusters Score -1.723585e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -17235924.000000 Penalty: 3828.445557
	Iteration 56Q: 3 clusters Score -1.723592e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -17236026.000000 Penalty: 3828.445557
	Iteration 57Q: 3 clusters Score -1.723603e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -17236006.000000 Penalty: 3828.445557
	Iteration 58Q: 3 clusters Score -1.723601e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -17236058.000000 Penalty: 3828.445557
	Iteration 59Q: 3 clusters Score -1.723606e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -17236184.000000 Penalty: 3828.445557
	Iteration 60F: 3 clusters Score -1.723618e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -17236284.000000 Penalty: 3828.445557
	Iteration 61Q: 3 clusters Score -1.723628e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -17236474.000000 Penalty: 3828.445557
	Iteration 62Q: 3 clusters Score -1.723647e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -17236522.000000 Penalty: 3828.445557
	Iteration 63Q: 3 clusters Score -1.723652e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -17236592.000000 Penalty: 3828.445557
	Iteration 64Q: 3 clusters Score -1.723659e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -17236676.000000 Penalty: 3828.445557
	Iteration 65Q: 3 clusters Score -1.723668e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -17236786.000000 Penalty: 3828.445557
	Iteration 66Q: 3 clusters Score -1.723679e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -17236904.000000 Penalty: 3828.445557
	Iteration 67Q: 3 clusters Score -1.72369e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -17237000.000000 Penalty: 3828.445557
	Iteration 68Q: 3 clusters Score -1.7237e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -17237020.000000 Penalty: 3828.445557
	Iteration 69Q: 3 clusters Score -1.723702e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -17237046.000000 Penalty: 3828.445557
	Iteration 70Q: 3 clusters Score -1.723705e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -17237066.000000 Penalty: 3828.445557
	Iteration 71Q: 3 clusters Score -1.723707e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -17237112.000000 Penalty: 3828.445557
	Iteration 72Q: 3 clusters Score -1.723711e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -17237120.000000 Penalty: 3828.445557
	Iteration 73Q: 3 clusters Score -1.723712e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -17237082.000000 Penalty: 3828.445557
	Iteration 74Q: 3 clusters Score -1.723708e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -17237096.000000 Penalty: 3828.445557
	Iteration 75Q: 3 clusters Score -1.72371e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -17237116.000000 Penalty: 3828.445557
	Iteration 76Q: 3 clusters Score -1.723712e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -17237074.000000 Penalty: 3828.445557
	Iteration 77Q: 3 clusters Score -1.723707e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -17237062.000000 Penalty: 3828.445557
	Iteration 78Q: 3 clusters Score -1.723706e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -17237108.000000 Penalty: 3828.445557
	Iteration 79Q: 3 clusters Score -1.723711e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -17237086.000000 Penalty: 3828.445557
	Iteration 80F: 3 clusters Score -1.723709e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -17237042.000000 Penalty: 3828.445557
	Iteration 81Q: 3 clusters Score -1.723704e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -17237004.000000 Penalty: 3828.445557
	Iteration 82Q: 3 clusters Score -1.7237e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -17236970.000000 Penalty: 3828.445557
	Iteration 83Q: 3 clusters Score -1.723697e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -17236954.000000 Penalty: 3828.445557
	Iteration 84Q: 3 clusters Score -1.723695e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -17236920.000000 Penalty: 3828.445557
	Iteration 85Q: 3 clusters Score -1.723692e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -17236890.000000 Penalty: 3828.445557
	Iteration 86Q: 3 clusters Score -1.723689e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -17236894.000000 Penalty: 3828.445557
	Iteration 87Q: 3 clusters Score -1.723689e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -17236900.000000 Penalty: 3828.445557
	Iteration 88Q: 3 clusters Score -1.72369e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -17236878.000000 Penalty: 3828.445557
	Iteration 89Q: 3 clusters Score -1.723688e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -17236892.000000 Penalty: 3828.445557
	Iteration 90Q: 3 clusters Score -1.723689e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -17236874.000000 Penalty: 3828.445557
	Iteration 91Q: 3 clusters Score -1.723687e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -17236876.000000 Penalty: 3828.445557
	Iteration 92Q: 3 clusters Score -1.723688e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -17236872.000000 Penalty: 3828.445557
	Iteration 93Q: 3 clusters Score -1.723687e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -17236858.000000 Penalty: 3828.445557
	Iteration 94Q: 3 clusters Score -1.723686e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -17236788.000000 Penalty: 3828.445557
	Iteration 95Q: 3 clusters Score -1.723679e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -17236804.000000 Penalty: 3828.445557
	Iteration 96Q: 3 clusters Score -1.72368e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -17236786.000000 Penalty: 3828.445557
	Iteration 97Q: 3 clusters Score -1.723679e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -17236762.000000 Penalty: 3828.445557
	Iteration 98Q: 3 clusters Score -1.723676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -17236774.000000 Penalty: 3828.445557
	Iteration 99Q: 3 clusters Score -1.723677e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -17236766.000000 Penalty: 3828.445557
	Iteration 100F: 3 clusters Score -1.723677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -17236766.000000 Penalty: 3828.445557
	Iteration 101Q: 3 clusters Score -1.723677e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -17236748.000000 Penalty: 3828.445557
	Iteration 102Q: 3 clusters Score -1.723675e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -17236722.000000 Penalty: 3828.445557
	Iteration 103Q: 3 clusters Score -1.723672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -17236698.000000 Penalty: 3828.445557
	Iteration 104Q: 3 clusters Score -1.72367e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -17236718.000000 Penalty: 3828.445557
	Iteration 105Q: 3 clusters Score -1.723672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -17236696.000000 Penalty: 3828.445557
	Iteration 106Q: 3 clusters Score -1.72367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -17236662.000000 Penalty: 3828.445557
	Iteration 107Q: 3 clusters Score -1.723666e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -17236650.000000 Penalty: 3828.445557
	Iteration 108Q: 3 clusters Score -1.723665e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -17236664.000000 Penalty: 3828.445557
	Iteration 109Q: 3 clusters Score -1.723666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -17236692.000000 Penalty: 3828.445557
	Iteration 110Q: 3 clusters Score -1.723669e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -17236708.000000 Penalty: 3828.445557
	Iteration 111Q: 3 clusters Score -1.723671e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -17236696.000000 Penalty: 3828.445557
	Iteration 112Q: 3 clusters Score -1.72367e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -17236682.000000 Penalty: 3828.445557
	Iteration 113Q: 3 clusters Score -1.723668e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -17236694.000000 Penalty: 3828.445557
	Iteration 114Q: 3 clusters Score -1.723669e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -17236682.000000 Penalty: 3828.445557
	Iteration 115Q: 3 clusters Score -1.723668e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -17236698.000000 Penalty: 3828.445557
	Iteration 116Q: 3 clusters Score -1.72367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -17236690.000000 Penalty: 3828.445557
	Iteration 117Q: 3 clusters Score -1.723669e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -17236698.000000 Penalty: 3828.445557
	Iteration 118Q: 3 clusters Score -1.72367e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -17236678.000000 Penalty: 3828.445557
	Iteration 119Q: 3 clusters Score -1.723668e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -17236662.000000 Penalty: 3828.445557
	Iteration 120F: 3 clusters Score -1.723666e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -17236656.000000 Penalty: 3828.445557
	Iteration 121Q: 3 clusters Score -1.723666e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -17236642.000000 Penalty: 3828.445557
	Iteration 122Q: 3 clusters Score -1.723664e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -17236618.000000 Penalty: 3828.445557
	Iteration 123Q: 3 clusters Score -1.723662e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -17236602.000000 Penalty: 3828.445557
	Iteration 124Q: 3 clusters Score -1.72366e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -17236580.000000 Penalty: 3828.445557
	Iteration 125Q: 3 clusters Score -1.723658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -17236592.000000 Penalty: 3828.445557
	Iteration 126Q: 3 clusters Score -1.723659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -17236552.000000 Penalty: 3828.445557
	Iteration 127Q: 3 clusters Score -1.723655e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -17236550.000000 Penalty: 3828.445557
	Iteration 128Q: 3 clusters Score -1.723655e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -17236558.000000 Penalty: 3828.445557
	Iteration 129Q: 3 clusters Score -1.723656e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -17236550.000000 Penalty: 3828.445557
	Iteration 130Q: 3 clusters Score -1.723655e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -17236596.000000 Penalty: 3828.445557
	Iteration 131Q: 3 clusters Score -1.72366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -17236604.000000 Penalty: 3828.445557
	Iteration 132Q: 3 clusters Score -1.72366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -17236582.000000 Penalty: 3828.445557
	Iteration 133Q: 3 clusters Score -1.723658e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -17236578.000000 Penalty: 3828.445557
	Iteration 134Q: 3 clusters Score -1.723658e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -17236538.000000 Penalty: 3828.445557
	Iteration 135Q: 3 clusters Score -1.723654e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -17236526.000000 Penalty: 3828.445557
	Iteration 136Q: 3 clusters Score -1.723653e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -17236524.000000 Penalty: 3828.445557
	Iteration 137Q: 3 clusters Score -1.723652e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -17236514.000000 Penalty: 3828.445557
	Iteration 138Q: 3 clusters Score -1.723651e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -17236508.000000 Penalty: 3828.445557
	Iteration 139Q: 3 clusters Score -1.723651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -17236526.000000 Penalty: 3828.445557
	Iteration 140F: 3 clusters Score -1.723653e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -17236512.000000 Penalty: 3828.445557
	Iteration 141Q: 3 clusters Score -1.723651e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -17236508.000000 Penalty: 3828.445557
	Iteration 142Q: 3 clusters Score -1.723651e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -17236474.000000 Penalty: 3828.445557
	Iteration 143Q: 3 clusters Score -1.723647e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -17236492.000000 Penalty: 3828.445557
	Iteration 144Q: 3 clusters Score -1.723649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -17236504.000000 Penalty: 3828.445557
	Iteration 145Q: 3 clusters Score -1.72365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -17236518.000000 Penalty: 3828.445557
	Iteration 146Q: 3 clusters Score -1.723652e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -17236502.000000 Penalty: 3828.445557
	Iteration 147Q: 3 clusters Score -1.72365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -17236480.000000 Penalty: 3828.445557
	Iteration 148Q: 3 clusters Score -1.723648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -17236478.000000 Penalty: 3828.445557
	Iteration 149Q: 3 clusters Score -1.723648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -17236498.000000 Penalty: 3828.445557
	Iteration 150Q: 3 clusters Score -1.72365e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -17236492.000000 Penalty: 3828.445557
	Iteration 151Q: 3 clusters Score -1.723649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -17236498.000000 Penalty: 3828.445557
	Iteration 152Q: 3 clusters Score -1.72365e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -17236516.000000 Penalty: 3828.445557
	Iteration 153Q: 3 clusters Score -1.723652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -17236494.000000 Penalty: 3828.445557
	Iteration 154Q: 3 clusters Score -1.723649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -17236506.000000 Penalty: 3828.445557
	Iteration 155Q: 3 clusters Score -1.723651e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -17236508.000000 Penalty: 3828.445557
	Iteration 156Q: 3 clusters Score -1.723651e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -17236504.000000 Penalty: 3828.445557
	Iteration 157Q: 3 clusters Score -1.72365e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -17236492.000000 Penalty: 3828.445557
	Iteration 158Q: 3 clusters Score -1.723649e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -17236470.000000 Penalty: 3828.445557
	Iteration 159Q: 3 clusters Score -1.723647e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -17236476.000000 Penalty: 3828.445557
	Iteration 160F: 3 clusters Score -1.723648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -17236472.000000 Penalty: 3828.445557
	Iteration 161Q: 3 clusters Score -1.723647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -17236450.000000 Penalty: 3828.445557
	Iteration 162Q: 3 clusters Score -1.723645e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -17236436.000000 Penalty: 3828.445557
	Iteration 163Q: 3 clusters Score -1.723644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -17236418.000000 Penalty: 3828.445557
	Iteration 164Q: 3 clusters Score -1.723642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -17236440.000000 Penalty: 3828.445557
	Iteration 165Q: 3 clusters Score -1.723644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -17236434.000000 Penalty: 3828.445557
	Iteration 166Q: 3 clusters Score -1.723643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -17236414.000000 Penalty: 3828.445557
	Iteration 167Q: 3 clusters Score -1.723641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -17236426.000000 Penalty: 3828.445557
	Iteration 168Q: 3 clusters Score -1.723643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -17236418.000000 Penalty: 3828.445557
	Iteration 169Q: 3 clusters Score -1.723642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -17236402.000000 Penalty: 3828.445557
	Iteration 170Q: 3 clusters Score -1.72364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -17236404.000000 Penalty: 3828.445557
	Iteration 171Q: 3 clusters Score -1.72364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -17236426.000000 Penalty: 3828.445557
	Iteration 172Q: 3 clusters Score -1.723643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -17236426.000000 Penalty: 3828.445557
	Iteration 173Q: 3 clusters Score -1.723643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -17236424.000000 Penalty: 3828.445557
	Iteration 174Q: 3 clusters Score -1.723642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -17236424.000000 Penalty: 3828.445557
	Iteration 175Q: 3 clusters Score -1.723642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -17236436.000000 Penalty: 3828.445557
	Iteration 176Q: 3 clusters Score -1.723644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -17236426.000000 Penalty: 3828.445557
	Iteration 177Q: 3 clusters Score -1.723643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -17236428.000000 Penalty: 3828.445557
	Iteration 178Q: 3 clusters Score -1.723643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -17236438.000000 Penalty: 3828.445557
	Iteration 179Q: 3 clusters Score -1.723644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -17236444.000000 Penalty: 3828.445557
	Iteration 180F: 3 clusters Score -1.723644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -17236428.000000 Penalty: 3828.445557
	Iteration 181Q: 3 clusters Score -1.723643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -17236446.000000 Penalty: 3828.445557
	Iteration 182Q: 3 clusters Score -1.723645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -17236434.000000 Penalty: 3828.445557
	Iteration 183Q: 3 clusters Score -1.723643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -17236434.000000 Penalty: 3828.445557
	Iteration 184F: 3 clusters Score -1.723643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Entering Unmasked Estep 
Score: -85811176.000000 Penalty: 63160.101562
Splitting cluster 14 changes total score from -85698344.000000 to -85811176.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -85157.335938 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -85157.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84065.960938 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -84065.96 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84964.226562 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -84964.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85328.062500 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -85328.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85503.828125 Penalty: 2186.025879
	Iteration 3F: 3 clusters Score -85503.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85583.023438 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -85583.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85638.039062 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -85638.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85692.781250 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -85692.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85745.710938 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -85745.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85772.945312 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -85772.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85810.921875 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -85810.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85862.625000 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -85862.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85876.046875 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -85876.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85882.078125 Penalty: 2186.025879
	Iteration 12Q: 3 clusters Score -85882.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85890.007812 Penalty: 2186.025879
	Iteration 13Q: 3 clusters Score -85890.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85899.562500 Penalty: 2186.025879
	Iteration 14Q: 3 clusters Score -85899.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85916.031250 Penalty: 2186.025879
	Iteration 15Q: 3 clusters Score -85916.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85929.343750 Penalty: 2186.025879
	Iteration 16Q: 3 clusters Score -85929.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85936.046875 Penalty: 2186.025879
	Iteration 17Q: 3 clusters Score -85936.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85937.804688 Penalty: 2186.025879
	Iteration 18Q: 3 clusters Score -85937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85937.804688 Penalty: 2186.025879
	Iteration 19F: 3 clusters Score -85937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Mstep: Class 30 contains 387 members 
Entering Unmasked Estep 
Score: -85810808.000000 Penalty: 65338.035156
Splitting cluster 15 changes total score from -85698344.000000 to -85810808.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -75848.179688 Penalty: 1086.655151
	Iteration 0F: 2 clusters Score -75848.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74789.437500 Penalty: 2173.310303
	Iteration 0F: 3 clusters Score -74789.44 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75314.960938 Penalty: 2173.310303
	Iteration 1F: 3 clusters Score -75314.96 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75823.890625 Penalty: 2173.310303
	Iteration 2F: 3 clusters Score -75823.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76352.156250 Penalty: 2173.310303
	Iteration 3F: 3 clusters Score -76352.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76617.359375 Penalty: 2173.310303
	Iteration 4F: 3 clusters Score -76617.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76796.984375 Penalty: 2173.310303
	Iteration 5Q: 3 clusters Score -76796.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76871.867188 Penalty: 2173.310303
	Iteration 6Q: 3 clusters Score -76871.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76915.632812 Penalty: 2173.310303
	Iteration 7Q: 3 clusters Score -76915.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77003.054688 Penalty: 2173.310303
	Iteration 8Q: 3 clusters Score -77003.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77081.398438 Penalty: 2173.310303
	Iteration 9Q: 3 clusters Score -77081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77091.570312 Penalty: 2173.310303
	Iteration 10Q: 3 clusters Score -77091.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77116.476562 Penalty: 2173.310303
	Iteration 11Q: 3 clusters Score -77116.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77128.429688 Penalty: 2173.310303
	Iteration 12Q: 3 clusters Score -77128.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77148.562500 Penalty: 2173.310303
	Iteration 13Q: 3 clusters Score -77148.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77178.210938 Penalty: 2173.310303
	Iteration 14Q: 3 clusters Score -77178.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77184.812500 Penalty: 2173.310303
	Iteration 15Q: 3 clusters Score -77184.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77188.812500 Penalty: 2173.310303
	Iteration 16Q: 3 clusters Score -77188.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77190.773438 Penalty: 2173.310303
	Iteration 17Q: 3 clusters Score -77190.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77191.773438 Penalty: 2173.310303
	Iteration 18Q: 3 clusters Score -77191.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77193.164062 Penalty: 2173.310303
	Iteration 19Q: 3 clusters Score -77193.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77202.539062 Penalty: 2173.310303
	Iteration 20F: 3 clusters Score -77202.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77246.093750 Penalty: 2173.310303
	Iteration 21Q: 3 clusters Score -77246.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77253.273438 Penalty: 2173.310303
	Iteration 22Q: 3 clusters Score -77253.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77253.273438 Penalty: 2173.310303
	Iteration 23F: 3 clusters Score -77253.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 403 members 
Entering Unmasked Estep 
Score: -85811152.000000 Penalty: 67515.968750
Splitting cluster 16 changes total score from -85698344.000000 to -85811152.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -87674.960938 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -87674.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86344.359375 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -86344.36 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87314.078125 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -87314.08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -88114.367188 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -88114.37 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88597.218750 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -88597.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88898.148438 Penalty: 2296.046875
	Iteration 4F: 3 clusters Score -88898.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89080.828125 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -89080.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89162.046875 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -89162.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -89195.007812 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -89195.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89211.640625 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -89211.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89229.914062 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -89229.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89231.531250 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -89231.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89232.265625 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -89232.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89234.125000 Penalty: 2296.046875
	Iteration 12F: 3 clusters Score -89234.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89237.539062 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -89237.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89239.117188 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -89239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89239.117188 Penalty: 2296.046875
	Iteration 15F: 3 clusters Score -89239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 660 members 
Entering Unmasked Estep 
Score: -85811640.000000 Penalty: 69693.906250
Splitting cluster 17 changes total score from -85698344.000000 to -85811640.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -72607.039062 Penalty: 1066.397217
	Iteration 0F: 2 clusters Score -72607.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71439.593750 Penalty: 2132.794434
	Iteration 0F: 3 clusters Score -71439.59 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71909.812500 Penalty: 2132.794434
	Iteration 1F: 3 clusters Score -71909.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72145.773438 Penalty: 2132.794434
	Iteration 2F: 3 clusters Score -72145.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72309.781250 Penalty: 2132.794434
	Iteration 3F: 3 clusters Score -72309.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72424.429688 Penalty: 2132.794434
	Iteration 4F: 3 clusters Score -72424.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72496.210938 Penalty: 2132.794434
	Iteration 5Q: 3 clusters Score -72496.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72531.710938 Penalty: 2132.794434
	Iteration 6Q: 3 clusters Score -72531.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72566.640625 Penalty: 2132.794434
	Iteration 7Q: 3 clusters Score -72566.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72588.507812 Penalty: 2132.794434
	Iteration 8Q: 3 clusters Score -72588.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72610.937500 Penalty: 2132.794434
	Iteration 9Q: 3 clusters Score -72610.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72648.250000 Penalty: 2132.794434
	Iteration 10Q: 3 clusters Score -72648.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72665.523438 Penalty: 2132.794434
	Iteration 11Q: 3 clusters Score -72665.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72680.789062 Penalty: 2132.794434
	Iteration 12Q: 3 clusters Score -72680.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72689.828125 Penalty: 2132.794434
	Iteration 13Q: 3 clusters Score -72689.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72705.203125 Penalty: 2132.794434
	Iteration 14Q: 3 clusters Score -72705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72715.015625 Penalty: 2132.794434
	Iteration 15Q: 3 clusters Score -72715.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72718.046875 Penalty: 2132.794434
	Iteration 16Q: 3 clusters Score -72718.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72722.835938 Penalty: 2132.794434
	Iteration 17Q: 3 clusters Score -72722.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72752.632812 Penalty: 2132.794434
	Iteration 18Q: 3 clusters Score -72752.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72882.359375 Penalty: 2132.794434
	Iteration 19Q: 3 clusters Score -72882.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73036.046875 Penalty: 2132.794434
	Iteration 20F: 3 clusters Score -73036.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73175.984375 Penalty: 2132.794434
	Iteration 21Q: 3 clusters Score -73175.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73279.773438 Penalty: 2132.794434
	Iteration 22Q: 3 clusters Score -73279.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73313.242188 Penalty: 2132.794434
	Iteration 23Q: 3 clusters Score -73313.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73338.679688 Penalty: 2132.794434
	Iteration 24Q: 3 clusters Score -73338.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73353.937500 Penalty: 2132.794434
	Iteration 25Q: 3 clusters Score -73353.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73385.750000 Penalty: 2132.794434
	Iteration 26Q: 3 clusters Score -73385.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73432.125000 Penalty: 2132.794434
	Iteration 27Q: 3 clusters Score -73432.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73477.273438 Penalty: 2132.794434
	Iteration 28Q: 3 clusters Score -73477.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73494.101562 Penalty: 2132.794434
	Iteration 29Q: 3 clusters Score -73494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73499.945312 Penalty: 2132.794434
	Iteration 30Q: 3 clusters Score -73499.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73501.375000 Penalty: 2132.794434
	Iteration 31Q: 3 clusters Score -73501.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73517.062500 Penalty: 2132.794434
	Iteration 32Q: 3 clusters Score -73517.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73517.062500 Penalty: 2132.794434
	Iteration 33F: 3 clusters Score -73517.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 660 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
Score: -85811416.000000 Penalty: 71871.835938
Splitting cluster 20 changes total score from -85698344.000000 to -85811416.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (19029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Entering Unmasked Estep 
Score: -3060552.500000 Penalty: 1601.229492
	Iteration 0F: 2 clusters Score -3060552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3047883.750000 Penalty: 3202.458984
	Iteration 0F: 3 clusters Score -3047884 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3055901.500000 Penalty: 3202.458984
	Iteration 1F: 3 clusters Score -3055902 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3061104.250000 Penalty: 3202.458984
	Iteration 2F: 3 clusters Score -3061104 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3064292.750000 Penalty: 3202.458984
	Iteration 3F: 3 clusters Score -3064293 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3065378.500000 Penalty: 3202.458984
	Iteration 4F: 3 clusters Score -3065378 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3065716.500000 Penalty: 3202.458984
	Iteration 5Q: 3 clusters Score -3065716 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3065897.250000 Penalty: 3202.458984
	Iteration 6Q: 3 clusters Score -3065897 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3066015.500000 Penalty: 3202.458984
	Iteration 7Q: 3 clusters Score -3066016 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3066066.000000 Penalty: 3202.458984
	Iteration 8Q: 3 clusters Score -3066066 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3066107.250000 Penalty: 3202.458984
	Iteration 9Q: 3 clusters Score -3066107 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3066123.250000 Penalty: 3202.458984
	Iteration 10Q: 3 clusters Score -3066123 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3066147.500000 Penalty: 3202.458984
	Iteration 11Q: 3 clusters Score -3066148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3066153.000000 Penalty: 3202.458984
	Iteration 12Q: 3 clusters Score -3066153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3066165.500000 Penalty: 3202.458984
	Iteration 13Q: 3 clusters Score -3066166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3066174.500000 Penalty: 3202.458984
	Iteration 14Q: 3 clusters Score -3066174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3066177.000000 Penalty: 3202.458984
	Iteration 15Q: 3 clusters Score -3066177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3066179.750000 Penalty: 3202.458984
	Iteration 16Q: 3 clusters Score -3066180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3066181.000000 Penalty: 3202.458984
	Iteration 17Q: 3 clusters Score -3066181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3066185.250000 Penalty: 3202.458984
	Iteration 18Q: 3 clusters Score -3066185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3066177.250000 Penalty: 3202.458984
	Iteration 19Q: 3 clusters Score -3066177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3066178.000000 Penalty: 3202.458984
	Iteration 20F: 3 clusters Score -3066178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3066187.750000 Penalty: 3202.458984
	Iteration 21Q: 3 clusters Score -3066188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3066189.750000 Penalty: 3202.458984
	Iteration 22Q: 3 clusters Score -3066190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3066189.250000 Penalty: 3202.458984
	Iteration 23Q: 3 clusters Score -3066189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3066186.000000 Penalty: 3202.458984
	Iteration 24Q: 3 clusters Score -3066186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3066179.250000 Penalty: 3202.458984
	Iteration 25Q: 3 clusters Score -3066179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3066186.750000 Penalty: 3202.458984
	Iteration 26Q: 3 clusters Score -3066187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3066185.750000 Penalty: 3202.458984
	Iteration 27Q: 3 clusters Score -3066186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3066187.750000 Penalty: 3202.458984
	Iteration 28Q: 3 clusters Score -3066188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3066190.250000 Penalty: 3202.458984
	Iteration 29Q: 3 clusters Score -3066190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3066188.000000 Penalty: 3202.458984
	Iteration 30Q: 3 clusters Score -3066188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3066198.000000 Penalty: 3202.458984
	Iteration 31Q: 3 clusters Score -3066198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3066198.000000 Penalty: 3202.458984
	Iteration 32F: 3 clusters Score -3066198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 34114 members 
Mstep: Class 19 contains 118247 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 114582 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 61775 members 
Mstep: Class 27 contains 61308 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 64211 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 660 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 16032 members 
Entering Unmasked Estep 
Score: -85816504.000000 Penalty: 74049.773438
Splitting cluster 21 changes total score from -85698344.000000 to -85816504.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (114582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Entering Unmasked Estep 
Score: -15062830.000000 Penalty: 1892.969971
	Iteration 0F: 2 clusters Score -1.506283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -15002933.000000 Penalty: 3785.939941
	Iteration 0F: 3 clusters Score -1.500293e+07 nChanged 54901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -15034681.000000 Penalty: 3785.939941
	Iteration 1F: 3 clusters Score -1.503468e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -15035980.000000 Penalty: 3785.939941
	Iteration 2Q: 3 clusters Score -1.503598e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -15037465.000000 Penalty: 3785.939941
	Iteration 3Q: 3 clusters Score -1.503746e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -15039702.000000 Penalty: 3785.939941
	Iteration 4Q: 3 clusters Score -1.50397e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -15042716.000000 Penalty: 3785.939941
	Iteration 5F: 3 clusters Score -1.504272e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -15046551.000000 Penalty: 3785.939941
	Iteration 6F: 3 clusters Score -1.504655e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -15050808.000000 Penalty: 3785.939941
	Iteration 7F: 3 clusters Score -1.505081e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -15055014.000000 Penalty: 3785.939941
	Iteration 8F: 3 clusters Score -1.505501e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -15057905.000000 Penalty: 3785.939941
	Iteration 9F: 3 clusters Score -1.50579e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -15059558.000000 Penalty: 3785.939941
	Iteration 10Q: 3 clusters Score -1.505956e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -15060007.000000 Penalty: 3785.939941
	Iteration 11Q: 3 clusters Score -1.506001e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -15060182.000000 Penalty: 3785.939941
	Iteration 12Q: 3 clusters Score -1.506018e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -15060174.000000 Penalty: 3785.939941
	Iteration 13Q: 3 clusters Score -1.506017e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -15060081.000000 Penalty: 3785.939941
	Iteration 14Q: 3 clusters Score -1.506008e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -15060044.000000 Penalty: 3785.939941
	Iteration 15Q: 3 clusters Score -1.506004e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -15059916.000000 Penalty: 3785.939941
	Iteration 16Q: 3 clusters Score -1.505992e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -15059798.000000 Penalty: 3785.939941
	Iteration 17Q: 3 clusters Score -1.50598e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -15059760.000000 Penalty: 3785.939941
	Iteration 18Q: 3 clusters Score -1.505976e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -15059735.000000 Penalty: 3785.939941
	Iteration 19Q: 3 clusters Score -1.505974e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -15059615.000000 Penalty: 3785.939941
	Iteration 20F: 3 clusters Score -1.505962e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -15059544.000000 Penalty: 3785.939941
	Iteration 21Q: 3 clusters Score -1.505954e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -15059493.000000 Penalty: 3785.939941
	Iteration 22Q: 3 clusters Score -1.505949e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -15059499.000000 Penalty: 3785.939941
	Iteration 23Q: 3 clusters Score -1.50595e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -15059432.000000 Penalty: 3785.939941
	Iteration 24Q: 3 clusters Score -1.505943e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -15059498.000000 Penalty: 3785.939941
	Iteration 25Q: 3 clusters Score -1.50595e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -15059620.000000 Penalty: 3785.939941
	Iteration 26Q: 3 clusters Score -1.505962e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -15059555.000000 Penalty: 3785.939941
	Iteration 27Q: 3 clusters Score -1.505956e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -15059606.000000 Penalty: 3785.939941
	Iteration 28Q: 3 clusters Score -1.505961e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -15059694.000000 Penalty: 3785.939941
	Iteration 29Q: 3 clusters Score -1.505969e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -15059780.000000 Penalty: 3785.939941
	Iteration 30Q: 3 clusters Score -1.505978e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -15059883.000000 Penalty: 3785.939941
	Iteration 31Q: 3 clusters Score -1.505988e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -15059916.000000 Penalty: 3785.939941
	Iteration 32Q: 3 clusters Score -1.505992e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -15059963.000000 Penalty: 3785.939941
	Iteration 33Q: 3 clusters Score -1.505996e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -15060103.000000 Penalty: 3785.939941
	Iteration 34Q: 3 clusters Score -1.50601e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -15060230.000000 Penalty: 3785.939941
	Iteration 35Q: 3 clusters Score -1.506023e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -15060269.000000 Penalty: 3785.939941
	Iteration 36Q: 3 clusters Score -1.506027e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -15060423.000000 Penalty: 3785.939941
	Iteration 37Q: 3 clusters Score -1.506042e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -15060489.000000 Penalty: 3785.939941
	Iteration 38Q: 3 clusters Score -1.506049e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -15060575.000000 Penalty: 3785.939941
	Iteration 39Q: 3 clusters Score -1.506058e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -15060629.000000 Penalty: 3785.939941
	Iteration 40F: 3 clusters Score -1.506063e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -15060642.000000 Penalty: 3785.939941
	Iteration 41Q: 3 clusters Score -1.506064e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -15060688.000000 Penalty: 3785.939941
	Iteration 42Q: 3 clusters Score -1.506069e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -15060718.000000 Penalty: 3785.939941
	Iteration 43Q: 3 clusters Score -1.506072e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -15060809.000000 Penalty: 3785.939941
	Iteration 44Q: 3 clusters Score -1.506081e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -15060873.000000 Penalty: 3785.939941
	Iteration 45Q: 3 clusters Score -1.506087e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -15060887.000000 Penalty: 3785.939941
	Iteration 46Q: 3 clusters Score -1.506089e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -15060925.000000 Penalty: 3785.939941
	Iteration 47Q: 3 clusters Score -1.506092e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -15060991.000000 Penalty: 3785.939941
	Iteration 48Q: 3 clusters Score -1.506099e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -15061054.000000 Penalty: 3785.939941
	Iteration 49Q: 3 clusters Score -1.506105e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -15061055.000000 Penalty: 3785.939941
	Iteration 50Q: 3 clusters Score -1.506106e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -15061147.000000 Penalty: 3785.939941
	Iteration 51Q: 3 clusters Score -1.506115e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -15061144.000000 Penalty: 3785.939941
	Iteration 52Q: 3 clusters Score -1.506114e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -15061221.000000 Penalty: 3785.939941
	Iteration 53Q: 3 clusters Score -1.506122e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -15061246.000000 Penalty: 3785.939941
	Iteration 54Q: 3 clusters Score -1.506125e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -15061302.000000 Penalty: 3785.939941
	Iteration 55Q: 3 clusters Score -1.50613e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -15061258.000000 Penalty: 3785.939941
	Iteration 56Q: 3 clusters Score -1.506126e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -15061235.000000 Penalty: 3785.939941
	Iteration 57Q: 3 clusters Score -1.506124e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -15061264.000000 Penalty: 3785.939941
	Iteration 58Q: 3 clusters Score -1.506126e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -15061309.000000 Penalty: 3785.939941
	Iteration 59Q: 3 clusters Score -1.506131e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -15061321.000000 Penalty: 3785.939941
	Iteration 60F: 3 clusters Score -1.506132e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -15061347.000000 Penalty: 3785.939941
	Iteration 61Q: 3 clusters Score -1.506135e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -15061337.000000 Penalty: 3785.939941
	Iteration 62Q: 3 clusters Score -1.506134e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -15061352.000000 Penalty: 3785.939941
	Iteration 63Q: 3 clusters Score -1.506135e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -15061375.000000 Penalty: 3785.939941
	Iteration 64Q: 3 clusters Score -1.506138e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -15061375.000000 Penalty: 3785.939941
	Iteration 65Q: 3 clusters Score -1.506138e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -15061386.000000 Penalty: 3785.939941
	Iteration 66Q: 3 clusters Score -1.506139e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -15061413.000000 Penalty: 3785.939941
	Iteration 67Q: 3 clusters Score -1.506141e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -15061420.000000 Penalty: 3785.939941
	Iteration 68Q: 3 clusters Score -1.506142e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -15061405.000000 Penalty: 3785.939941
	Iteration 69Q: 3 clusters Score -1.50614e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -15061428.000000 Penalty: 3785.939941
	Iteration 70Q: 3 clusters Score -1.506143e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -15061433.000000 Penalty: 3785.939941
	Iteration 71Q: 3 clusters Score -1.506143e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -15061456.000000 Penalty: 3785.939941
	Iteration 72Q: 3 clusters Score -1.506146e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -15061474.000000 Penalty: 3785.939941
	Iteration 73Q: 3 clusters Score -1.506147e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -15061481.000000 Penalty: 3785.939941
	Iteration 74Q: 3 clusters Score -1.506148e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -15061490.000000 Penalty: 3785.939941
	Iteration 75Q: 3 clusters Score -1.506149e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -15061510.000000 Penalty: 3785.939941
	Iteration 76Q: 3 clusters Score -1.506151e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -15061564.000000 Penalty: 3785.939941
	Iteration 77Q: 3 clusters Score -1.506156e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -15061592.000000 Penalty: 3785.939941
	Iteration 78Q: 3 clusters Score -1.506159e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -15061608.000000 Penalty: 3785.939941
	Iteration 79Q: 3 clusters Score -1.506161e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -15061599.000000 Penalty: 3785.939941
	Iteration 80F: 3 clusters Score -1.50616e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -15061596.000000 Penalty: 3785.939941
	Iteration 81Q: 3 clusters Score -1.50616e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -15061633.000000 Penalty: 3785.939941
	Iteration 82Q: 3 clusters Score -1.506163e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -15061623.000000 Penalty: 3785.939941
	Iteration 83Q: 3 clusters Score -1.506162e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -15061683.000000 Penalty: 3785.939941
	Iteration 84Q: 3 clusters Score -1.506168e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -15061686.000000 Penalty: 3785.939941
	Iteration 85Q: 3 clusters Score -1.506169e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -15061672.000000 Penalty: 3785.939941
	Iteration 86Q: 3 clusters Score -1.506167e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -15061732.000000 Penalty: 3785.939941
	Iteration 87Q: 3 clusters Score -1.506173e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -15061760.000000 Penalty: 3785.939941
	Iteration 88Q: 3 clusters Score -1.506176e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -15061730.000000 Penalty: 3785.939941
	Iteration 89Q: 3 clusters Score -1.506173e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -15061707.000000 Penalty: 3785.939941
	Iteration 90Q: 3 clusters Score -1.506171e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -15061766.000000 Penalty: 3785.939941
	Iteration 91Q: 3 clusters Score -1.506177e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -15061761.000000 Penalty: 3785.939941
	Iteration 92Q: 3 clusters Score -1.506176e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -15061793.000000 Penalty: 3785.939941
	Iteration 93Q: 3 clusters Score -1.506179e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -15061799.000000 Penalty: 3785.939941
	Iteration 94Q: 3 clusters Score -1.50618e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -15061831.000000 Penalty: 3785.939941
	Iteration 95Q: 3 clusters Score -1.506183e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -15061825.000000 Penalty: 3785.939941
	Iteration 96Q: 3 clusters Score -1.506182e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -15061820.000000 Penalty: 3785.939941
	Iteration 97Q: 3 clusters Score -1.506182e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -15061842.000000 Penalty: 3785.939941
	Iteration 98Q: 3 clusters Score -1.506184e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -15061802.000000 Penalty: 3785.939941
	Iteration 99Q: 3 clusters Score -1.50618e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -15061786.000000 Penalty: 3785.939941
	Iteration 100F: 3 clusters Score -1.506179e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -15061783.000000 Penalty: 3785.939941
	Iteration 101Q: 3 clusters Score -1.506178e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -15061772.000000 Penalty: 3785.939941
	Iteration 102Q: 3 clusters Score -1.506177e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -15061771.000000 Penalty: 3785.939941
	Iteration 103Q: 3 clusters Score -1.506177e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -15061754.000000 Penalty: 3785.939941
	Iteration 104Q: 3 clusters Score -1.506175e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -15061763.000000 Penalty: 3785.939941
	Iteration 105Q: 3 clusters Score -1.506176e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -15061749.000000 Penalty: 3785.939941
	Iteration 106Q: 3 clusters Score -1.506175e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -15061795.000000 Penalty: 3785.939941
	Iteration 107Q: 3 clusters Score -1.50618e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -15061781.000000 Penalty: 3785.939941
	Iteration 108Q: 3 clusters Score -1.506178e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -15061793.000000 Penalty: 3785.939941
	Iteration 109Q: 3 clusters Score -1.506179e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -15061761.000000 Penalty: 3785.939941
	Iteration 110Q: 3 clusters Score -1.506176e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -15061756.000000 Penalty: 3785.939941
	Iteration 111Q: 3 clusters Score -1.506176e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -15061745.000000 Penalty: 3785.939941
	Iteration 112Q: 3 clusters Score -1.506174e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -15061754.000000 Penalty: 3785.939941
	Iteration 113Q: 3 clusters Score -1.506175e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -15061742.000000 Penalty: 3785.939941
	Iteration 114Q: 3 clusters Score -1.506174e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -15061746.000000 Penalty: 3785.939941
	Iteration 115Q: 3 clusters Score -1.506175e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -15061772.000000 Penalty: 3785.939941
	Iteration 116Q: 3 clusters Score -1.506177e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -15061779.000000 Penalty: 3785.939941
	Iteration 117Q: 3 clusters Score -1.506178e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -15061777.000000 Penalty: 3785.939941
	Iteration 118Q: 3 clusters Score -1.506178e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -15061800.000000 Penalty: 3785.939941
	Iteration 119Q: 3 clusters Score -1.50618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -15061814.000000 Penalty: 3785.939941
	Iteration 120F: 3 clusters Score -1.506181e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -15061819.000000 Penalty: 3785.939941
	Iteration 121Q: 3 clusters Score -1.506182e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -15061807.000000 Penalty: 3785.939941
	Iteration 122Q: 3 clusters Score -1.506181e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -15061782.000000 Penalty: 3785.939941
	Iteration 123Q: 3 clusters Score -1.506178e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -15061777.000000 Penalty: 3785.939941
	Iteration 124Q: 3 clusters Score -1.506178e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -15061803.000000 Penalty: 3785.939941
	Iteration 125Q: 3 clusters Score -1.50618e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -15061813.000000 Penalty: 3785.939941
	Iteration 126Q: 3 clusters Score -1.506181e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -15061799.000000 Penalty: 3785.939941
	Iteration 127Q: 3 clusters Score -1.50618e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -15061818.000000 Penalty: 3785.939941
	Iteration 128Q: 3 clusters Score -1.506182e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -15061798.000000 Penalty: 3785.939941
	Iteration 129Q: 3 clusters Score -1.50618e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -15061815.000000 Penalty: 3785.939941
	Iteration 130Q: 3 clusters Score -1.506182e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -15061821.000000 Penalty: 3785.939941
	Iteration 131Q: 3 clusters Score -1.506182e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -15061800.000000 Penalty: 3785.939941
	Iteration 132Q: 3 clusters Score -1.50618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -15061810.000000 Penalty: 3785.939941
	Iteration 133Q: 3 clusters Score -1.506181e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -15061796.000000 Penalty: 3785.939941
	Iteration 134Q: 3 clusters Score -1.50618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -15061800.000000 Penalty: 3785.939941
	Iteration 135Q: 3 clusters Score -1.50618e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -15061787.000000 Penalty: 3785.939941
	Iteration 136Q: 3 clusters Score -1.506179e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -15061789.000000 Penalty: 3785.939941
	Iteration 137Q: 3 clusters Score -1.506179e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -15061809.000000 Penalty: 3785.939941
	Iteration 138Q: 3 clusters Score -1.506181e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -15061788.000000 Penalty: 3785.939941
	Iteration 139Q: 3 clusters Score -1.506179e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -15061780.000000 Penalty: 3785.939941
	Iteration 140F: 3 clusters Score -1.506178e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -15061763.000000 Penalty: 3785.939941
	Iteration 141Q: 3 clusters Score -1.506176e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -15061746.000000 Penalty: 3785.939941
	Iteration 142Q: 3 clusters Score -1.506175e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -15061738.000000 Penalty: 3785.939941
	Iteration 143Q: 3 clusters Score -1.506174e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -15061761.000000 Penalty: 3785.939941
	Iteration 144Q: 3 clusters Score -1.506176e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -15061724.000000 Penalty: 3785.939941
	Iteration 145Q: 3 clusters Score -1.506172e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -15061744.000000 Penalty: 3785.939941
	Iteration 146Q: 3 clusters Score -1.506174e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -15061721.000000 Penalty: 3785.939941
	Iteration 147Q: 3 clusters Score -1.506172e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -15061761.000000 Penalty: 3785.939941
	Iteration 148Q: 3 clusters Score -1.506176e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -15061751.000000 Penalty: 3785.939941
	Iteration 149Q: 3 clusters Score -1.506175e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -15061726.000000 Penalty: 3785.939941
	Iteration 150Q: 3 clusters Score -1.506173e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -15061756.000000 Penalty: 3785.939941
	Iteration 151Q: 3 clusters Score -1.506176e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -15061748.000000 Penalty: 3785.939941
	Iteration 152Q: 3 clusters Score -1.506175e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -15061749.000000 Penalty: 3785.939941
	Iteration 153Q: 3 clusters Score -1.506175e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -15061754.000000 Penalty: 3785.939941
	Iteration 154Q: 3 clusters Score -1.506175e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -15061747.000000 Penalty: 3785.939941
	Iteration 155Q: 3 clusters Score -1.506175e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -15061747.000000 Penalty: 3785.939941
	Iteration 156Q: 3 clusters Score -1.506175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -15061754.000000 Penalty: 3785.939941
	Iteration 157Q: 3 clusters Score -1.506175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -15061747.000000 Penalty: 3785.939941
	Iteration 158Q: 3 clusters Score -1.506175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 159Q: 3 clusters Score -1.506173e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -15061712.000000 Penalty: 3785.939941
	Iteration 160F: 3 clusters Score -1.506171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -15061723.000000 Penalty: 3785.939941
	Iteration 161Q: 3 clusters Score -1.506172e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -15061703.000000 Penalty: 3785.939941
	Iteration 162Q: 3 clusters Score -1.50617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -15061716.000000 Penalty: 3785.939941
	Iteration 163Q: 3 clusters Score -1.506172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -15061721.000000 Penalty: 3785.939941
	Iteration 164Q: 3 clusters Score -1.506172e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -15061717.000000 Penalty: 3785.939941
	Iteration 165Q: 3 clusters Score -1.506172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -15061731.000000 Penalty: 3785.939941
	Iteration 166Q: 3 clusters Score -1.506173e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -15061748.000000 Penalty: 3785.939941
	Iteration 167Q: 3 clusters Score -1.506175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -15061749.000000 Penalty: 3785.939941
	Iteration 168Q: 3 clusters Score -1.506175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -15061755.000000 Penalty: 3785.939941
	Iteration 169Q: 3 clusters Score -1.506176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -15061729.000000 Penalty: 3785.939941
	Iteration 170Q: 3 clusters Score -1.506173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 171Q: 3 clusters Score -1.506173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -15061738.000000 Penalty: 3785.939941
	Iteration 172Q: 3 clusters Score -1.506174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -15061721.000000 Penalty: 3785.939941
	Iteration 173Q: 3 clusters Score -1.506172e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -15061727.000000 Penalty: 3785.939941
	Iteration 174Q: 3 clusters Score -1.506173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -15061737.000000 Penalty: 3785.939941
	Iteration 175Q: 3 clusters Score -1.506174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -15061744.000000 Penalty: 3785.939941
	Iteration 176Q: 3 clusters Score -1.506174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -15061759.000000 Penalty: 3785.939941
	Iteration 177Q: 3 clusters Score -1.506176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -15061749.000000 Penalty: 3785.939941
	Iteration 178Q: 3 clusters Score -1.506175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -15061769.000000 Penalty: 3785.939941
	Iteration 179Q: 3 clusters Score -1.506177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -15061787.000000 Penalty: 3785.939941
	Iteration 180F: 3 clusters Score -1.506179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -15061798.000000 Penalty: 3785.939941
	Iteration 181Q: 3 clusters Score -1.50618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -15061813.000000 Penalty: 3785.939941
	Iteration 182Q: 3 clusters Score -1.506181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -15061819.000000 Penalty: 3785.939941
	Iteration 183Q: 3 clusters Score -1.506182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -15061811.000000 Penalty: 3785.939941
	Iteration 184Q: 3 clusters Score -1.506181e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -15061804.000000 Penalty: 3785.939941
	Iteration 185Q: 3 clusters Score -1.50618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -15061806.000000 Penalty: 3785.939941
	Iteration 186Q: 3 clusters Score -1.506181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -15061837.000000 Penalty: 3785.939941
	Iteration 187Q: 3 clusters Score -1.506184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -15061818.000000 Penalty: 3785.939941
	Iteration 188Q: 3 clusters Score -1.506182e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -15061832.000000 Penalty: 3785.939941
	Iteration 189Q: 3 clusters Score -1.506183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -15061839.000000 Penalty: 3785.939941
	Iteration 190Q: 3 clusters Score -1.506184e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -15061821.000000 Penalty: 3785.939941
	Iteration 191Q: 3 clusters Score -1.506182e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -15061861.000000 Penalty: 3785.939941
	Iteration 192Q: 3 clusters Score -1.506186e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -15061852.000000 Penalty: 3785.939941
	Iteration 193Q: 3 clusters Score -1.506185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -15061857.000000 Penalty: 3785.939941
	Iteration 194Q: 3 clusters Score -1.506186e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -15061881.000000 Penalty: 3785.939941
	Iteration 195Q: 3 clusters Score -1.506188e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -15061888.000000 Penalty: 3785.939941
	Iteration 196Q: 3 clusters Score -1.506189e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -15061892.000000 Penalty: 3785.939941
	Iteration 197Q: 3 clusters Score -1.506189e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -15061898.000000 Penalty: 3785.939941
	Iteration 198Q: 3 clusters Score -1.50619e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -15061891.000000 Penalty: 3785.939941
	Iteration 199Q: 3 clusters Score -1.506189e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -15061889.000000 Penalty: 3785.939941
	Iteration 200F: 3 clusters Score -1.506189e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -15061874.000000 Penalty: 3785.939941
	Iteration 201Q: 3 clusters Score -1.506187e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -15061852.000000 Penalty: 3785.939941
	Iteration 202Q: 3 clusters Score -1.506185e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -15061844.000000 Penalty: 3785.939941
	Iteration 203Q: 3 clusters Score -1.506184e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -15061821.000000 Penalty: 3785.939941
	Iteration 204Q: 3 clusters Score -1.506182e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -15061805.000000 Penalty: 3785.939941
	Iteration 205Q: 3 clusters Score -1.50618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -15061810.000000 Penalty: 3785.939941
	Iteration 206Q: 3 clusters Score -1.506181e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -15061795.000000 Penalty: 3785.939941
	Iteration 207Q: 3 clusters Score -1.50618e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -15061822.000000 Penalty: 3785.939941
	Iteration 208Q: 3 clusters Score -1.506182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -15061832.000000 Penalty: 3785.939941
	Iteration 209Q: 3 clusters Score -1.506183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -15061825.000000 Penalty: 3785.939941
	Iteration 210Q: 3 clusters Score -1.506182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -15061806.000000 Penalty: 3785.939941
	Iteration 211Q: 3 clusters Score -1.506181e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -15061836.000000 Penalty: 3785.939941
	Iteration 212Q: 3 clusters Score -1.506184e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -15061800.000000 Penalty: 3785.939941
	Iteration 213Q: 3 clusters Score -1.50618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -15061801.000000 Penalty: 3785.939941
	Iteration 214Q: 3 clusters Score -1.50618e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -15061789.000000 Penalty: 3785.939941
	Iteration 215Q: 3 clusters Score -1.506179e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -15061800.000000 Penalty: 3785.939941
	Iteration 216Q: 3 clusters Score -1.50618e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -15061792.000000 Penalty: 3785.939941
	Iteration 217Q: 3 clusters Score -1.506179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -15061783.000000 Penalty: 3785.939941
	Iteration 218Q: 3 clusters Score -1.506178e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -15061763.000000 Penalty: 3785.939941
	Iteration 219Q: 3 clusters Score -1.506176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -15061740.000000 Penalty: 3785.939941
	Iteration 220F: 3 clusters Score -1.506174e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 221Q: 3 clusters Score -1.506173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -15061709.000000 Penalty: 3785.939941
	Iteration 222Q: 3 clusters Score -1.506171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -15061710.000000 Penalty: 3785.939941
	Iteration 223Q: 3 clusters Score -1.506171e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -15061707.000000 Penalty: 3785.939941
	Iteration 224Q: 3 clusters Score -1.506171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -15061703.000000 Penalty: 3785.939941
	Iteration 225Q: 3 clusters Score -1.50617e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -15061702.000000 Penalty: 3785.939941
	Iteration 226Q: 3 clusters Score -1.50617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -15061704.000000 Penalty: 3785.939941
	Iteration 227Q: 3 clusters Score -1.50617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -15061707.000000 Penalty: 3785.939941
	Iteration 228Q: 3 clusters Score -1.506171e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -15061714.000000 Penalty: 3785.939941
	Iteration 229Q: 3 clusters Score -1.506171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -15061695.000000 Penalty: 3785.939941
	Iteration 230Q: 3 clusters Score -1.50617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -15061704.000000 Penalty: 3785.939941
	Iteration 231Q: 3 clusters Score -1.50617e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -15061721.000000 Penalty: 3785.939941
	Iteration 232Q: 3 clusters Score -1.506172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -15061708.000000 Penalty: 3785.939941
	Iteration 233Q: 3 clusters Score -1.506171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -15061723.000000 Penalty: 3785.939941
	Iteration 234Q: 3 clusters Score -1.506172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -15061691.000000 Penalty: 3785.939941
	Iteration 235Q: 3 clusters Score -1.506169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -15061691.000000 Penalty: 3785.939941
	Iteration 236Q: 3 clusters Score -1.506169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -15061691.000000 Penalty: 3785.939941
	Iteration 237Q: 3 clusters Score -1.506169e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -15061662.000000 Penalty: 3785.939941
	Iteration 238Q: 3 clusters Score -1.506166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -15061643.000000 Penalty: 3785.939941
	Iteration 239Q: 3 clusters Score -1.506164e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -15061666.000000 Penalty: 3785.939941
	Iteration 240F: 3 clusters Score -1.506167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -15061659.000000 Penalty: 3785.939941
	Iteration 241Q: 3 clusters Score -1.506166e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -15061656.000000 Penalty: 3785.939941
	Iteration 242Q: 3 clusters Score -1.506166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -15061682.000000 Penalty: 3785.939941
	Iteration 243Q: 3 clusters Score -1.506168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -15061664.000000 Penalty: 3785.939941
	Iteration 244Q: 3 clusters Score -1.506166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -15061672.000000 Penalty: 3785.939941
	Iteration 245Q: 3 clusters Score -1.506167e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -15061686.000000 Penalty: 3785.939941
	Iteration 246Q: 3 clusters Score -1.506169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -15061674.000000 Penalty: 3785.939941
	Iteration 247Q: 3 clusters Score -1.506167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -15061685.000000 Penalty: 3785.939941
	Iteration 248Q: 3 clusters Score -1.506168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -15061675.000000 Penalty: 3785.939941
	Iteration 249Q: 3 clusters Score -1.506168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -15061692.000000 Penalty: 3785.939941
	Iteration 250Q: 3 clusters Score -1.506169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -15061687.000000 Penalty: 3785.939941
	Iteration 251Q: 3 clusters Score -1.506169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -15061680.000000 Penalty: 3785.939941
	Iteration 252Q: 3 clusters Score -1.506168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -15061687.000000 Penalty: 3785.939941
	Iteration 253Q: 3 clusters Score -1.506169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -15061705.000000 Penalty: 3785.939941
	Iteration 254Q: 3 clusters Score -1.50617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -15061708.000000 Penalty: 3785.939941
	Iteration 255Q: 3 clusters Score -1.506171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -15061716.000000 Penalty: 3785.939941
	Iteration 256Q: 3 clusters Score -1.506172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -15061720.000000 Penalty: 3785.939941
	Iteration 257Q: 3 clusters Score -1.506172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -15061726.000000 Penalty: 3785.939941
	Iteration 258Q: 3 clusters Score -1.506173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -15061734.000000 Penalty: 3785.939941
	Iteration 259Q: 3 clusters Score -1.506173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -15061724.000000 Penalty: 3785.939941
	Iteration 260F: 3 clusters Score -1.506172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 261Q: 3 clusters Score -1.506173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -15061738.000000 Penalty: 3785.939941
	Iteration 262Q: 3 clusters Score -1.506174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -15061738.000000 Penalty: 3785.939941
	Iteration 263Q: 3 clusters Score -1.506174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 264Q: 3 clusters Score -1.506173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -15061722.000000 Penalty: 3785.939941
	Iteration 265Q: 3 clusters Score -1.506172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -15061727.000000 Penalty: 3785.939941
	Iteration 266Q: 3 clusters Score -1.506173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -15061729.000000 Penalty: 3785.939941
	Iteration 267Q: 3 clusters Score -1.506173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -15061723.000000 Penalty: 3785.939941
	Iteration 268Q: 3 clusters Score -1.506172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -15061731.000000 Penalty: 3785.939941
	Iteration 269Q: 3 clusters Score -1.506173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -15061723.000000 Penalty: 3785.939941
	Iteration 270Q: 3 clusters Score -1.506172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3785.939941
	Iteration 271Q: 3 clusters Score -1.506173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -15061726.000000 Penalty: 3785.939941
	Iteration 272Q: 3 clusters Score -1.506173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -15061708.000000 Penalty: 3785.939941
	Iteration 273Q: 3 clusters Score -1.506171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -15061708.000000 Penalty: 3785.939941
	Iteration 274Q: 3 clusters Score -1.506171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -15061721.000000 Penalty: 3785.939941
	Iteration 275Q: 3 clusters Score -1.506172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -15061720.000000 Penalty: 3785.939941
	Iteration 276Q: 3 clusters Score -1.506172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -15061722.000000 Penalty: 3785.939941
	Iteration 277Q: 3 clusters Score -1.506172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -15061736.000000 Penalty: 3785.939941
	Iteration 278Q: 3 clusters Score -1.506174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -15061725.000000 Penalty: 3785.939941
	Iteration 279Q: 3 clusters Score -1.506172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -15061730.000000 Penalty: 3785.939941
	Iteration 280F: 3 clusters Score -1.506173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -15061718.000000 Penalty: 3785.939941
	Iteration 281Q: 3 clusters Score -1.506172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -15061714.000000 Penalty: 3785.939941
	Iteration 282Q: 3 clusters Score -1.506171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -15061716.000000 Penalty: 3785.939941
	Iteration 283Q: 3 clusters Score -1.506172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -15061714.000000 Penalty: 3785.939941
	Iteration 284Q: 3 clusters Score -1.506171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -15061715.000000 Penalty: 3785.939941
	Iteration 285Q: 3 clusters Score -1.506172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -15061713.000000 Penalty: 3785.939941
	Iteration 286Q: 3 clusters Score -1.506171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -15061717.000000 Penalty: 3785.939941
	Iteration 287Q: 3 clusters Score -1.506172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -15061717.000000 Penalty: 3785.939941
	Iteration 288Q: 3 clusters Score -1.506172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -15061717.000000 Penalty: 3785.939941
	Iteration 289F: 3 clusters Score -1.506172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 66381 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 114582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85849800.000000 Penalty: 74049.773438
Iteration 39Q: 35 clusters Score -8.58498e+07 nChanged 44770
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 77933 members 
Mstep: Class 13 contains 17518 members 
Mstep: Class 14 contains 70547 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 32951 members 
Mstep: Class 19 contains 111324 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 112184 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 57352 members 
Mstep: Class 27 contains 63405 members 
Mstep: Class 28 contains 1852 members 
Mstep: Class 29 contains 62897 members 
Mstep: Class 30 contains 367 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 16028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2164.449951 but Gain 2177.937500
Score: -85868920.000000 Penalty: 71871.835938
Iteration 40F: 34 clusters Score -8.586892e+07 nChanged 34180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 13504 members 
Mstep: Class 12 contains 81082 members 
Mstep: Class 13 contains 16909 members 
Mstep: Class 14 contains 72841 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 33437 members 
Mstep: Class 19 contains 109219 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 104718 members 
Mstep: Class 23 contains 1287 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 55908 members 
Mstep: Class 27 contains 66042 members 
Mstep: Class 28 contains 1825 members 
Mstep: Class 29 contains 65137 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 652 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 16081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85879344.000000 Penalty: 71871.835938
Iteration 41F: 34 clusters Score -8.587934e+07 nChanged 22076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 13497 members 
Mstep: Class 12 contains 83689 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 75389 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 33479 members 
Mstep: Class 19 contains 107253 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 98848 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 371 members 
Mstep: Class 26 contains 54111 members 
Mstep: Class 27 contains 67993 members 
Mstep: Class 28 contains 1811 members 
Mstep: Class 29 contains 66950 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 654 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 16135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85887760.000000 Penalty: 71871.835938
Iteration 42Q: 34 clusters Score -8.588776e+07 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 12 contains 87203 members 
Mstep: Class 13 contains 16300 members 
Mstep: Class 14 contains 77748 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 368 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 105347 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 93744 members 
Mstep: Class 23 contains 1368 members 
Mstep: Class 24 contains 432 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 52190 members 
Mstep: Class 27 contains 68911 members 
Mstep: Class 28 contains 1803 members 
Mstep: Class 29 contains 68440 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 660 members 
Mstep: Class 33 contains 430 members 
Mstep: Class 34 contains 16175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85894032.000000 Penalty: 71871.835938
Iteration 43Q: 34 clusters Score -8.589403e+07 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 6685 members 
Mstep: Class 5 contains 8149 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 522 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 13458 members 
Mstep: Class 12 contains 92169 members 
Mstep: Class 13 contains 16148 members 
Mstep: Class 14 contains 79855 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 354 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 33031 members 
Mstep: Class 19 contains 103404 members 
Mstep: Class 21 contains 2756 members 
Mstep: Class 22 contains 88872 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 50455 members 
Mstep: Class 27 contains 68613 members 
Mstep: Class 28 contains 1796 members 
Mstep: Class 29 contains 69717 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 671 members 
Mstep: Class 33 contains 437 members 
Mstep: Class 34 contains 16218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897080.000000 Penalty: 71871.835938
Iteration 44Q: 34 clusters Score -8.589708e+07 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 99221 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 81709 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 32689 members 
Mstep: Class 19 contains 101125 members 
Mstep: Class 21 contains 2681 members 
Mstep: Class 22 contains 83973 members 
Mstep: Class 23 contains 1430 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 49121 members 
Mstep: Class 27 contains 66696 members 
Mstep: Class 28 contains 1805 members 
Mstep: Class 29 contains 70796 members 
Mstep: Class 30 contains 447 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 676 members 
Mstep: Class 33 contains 436 members 
Mstep: Class 34 contains 16261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899952.000000 Penalty: 71871.835938
Iteration 45Q: 34 clusters Score -8.589995e+07 nChanged 25589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 713 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 108562 members 
Mstep: Class 13 contains 15915 members 
Mstep: Class 14 contains 82531 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 97732 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 80173 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 48723 members 
Mstep: Class 27 contains 63471 members 
Mstep: Class 28 contains 1814 members 
Mstep: Class 29 contains 71176 members 
Mstep: Class 30 contains 449 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 679 members 
Mstep: Class 33 contains 437 members 
Mstep: Class 34 contains 16308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85892080.000000 Penalty: 71871.835938
Iteration 46Q: 34 clusters Score -8.589208e+07 nChanged 27309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 785 members 
Mstep: Class 4 contains 7781 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 115573 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 83494 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 331 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 31913 members 
Mstep: Class 19 contains 93853 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 78421 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 49053 members 
Mstep: Class 27 contains 59765 members 
Mstep: Class 28 contains 1811 members 
Mstep: Class 29 contains 71810 members 
Mstep: Class 30 contains 447 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 679 members 
Mstep: Class 33 contains 438 members 
Mstep: Class 34 contains 16354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85884272.000000 Penalty: 71871.835938
Iteration 47Q: 34 clusters Score -8.588427e+07 nChanged 22562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 10162 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13264 members 
Mstep: Class 12 contains 116472 members 
Mstep: Class 13 contains 15909 members 
Mstep: Class 14 contains 85117 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 329 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 31503 members 
Mstep: Class 19 contains 91724 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 77350 members 
Mstep: Class 23 contains 1537 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 49571 members 
Mstep: Class 27 contains 57851 members 
Mstep: Class 28 contains 1809 members 
Mstep: Class 29 contains 73510 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 680 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85882736.000000 Penalty: 71871.835938
Iteration 48Q: 34 clusters Score -8.588274e+07 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 10584 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 435 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13245 members 
Mstep: Class 12 contains 114251 members 
Mstep: Class 13 contains 15968 members 
Mstep: Class 14 contains 87203 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 31073 members 
Mstep: Class 19 contains 90884 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 76233 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 49925 members 
Mstep: Class 27 contains 56896 members 
Mstep: Class 28 contains 1806 members 
Mstep: Class 29 contains 75856 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 680 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 16457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85885536.000000 Penalty: 71871.835938
Iteration 49Q: 34 clusters Score -8.588554e+07 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 8659 members 
Mstep: Class 5 contains 10986 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13261 members 
Mstep: Class 12 contains 111731 members 
Mstep: Class 13 contains 16026 members 
Mstep: Class 14 contains 89323 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 30646 members 
Mstep: Class 19 contains 90437 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 74962 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 50071 members 
Mstep: Class 27 contains 56253 members 
Mstep: Class 28 contains 1801 members 
Mstep: Class 29 contains 78165 members 
Mstep: Class 30 contains 449 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 678 members 
Mstep: Class 33 contains 442 members 
Mstep: Class 34 contains 16509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85887888.000000 Penalty: 71871.835938
Iteration 50Q: 34 clusters Score -8.588789e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 11345 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 109490 members 
Mstep: Class 13 contains 16091 members 
Mstep: Class 14 contains 91162 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 323 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 30186 members 
Mstep: Class 19 contains 90015 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 73747 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50104 members 
Mstep: Class 27 contains 55738 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 80503 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 677 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 16554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85890040.000000 Penalty: 71871.835938
Iteration 51Q: 34 clusters Score -8.589004e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 11695 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 107549 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 14 contains 92735 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 321 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 29705 members 
Mstep: Class 19 contains 89483 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 72602 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50114 members 
Mstep: Class 27 contains 55424 members 
Mstep: Class 28 contains 1790 members 
Mstep: Class 29 contains 82754 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 676 members 
Mstep: Class 33 contains 451 members 
Mstep: Class 34 contains 16602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85892232.000000 Penalty: 71871.835938
Iteration 52Q: 34 clusters Score -8.589223e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 9166 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 106226 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 93452 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 319 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 29269 members 
Mstep: Class 19 contains 88888 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 71717 members 
Mstep: Class 23 contains 1805 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50091 members 
Mstep: Class 27 contains 55131 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 85076 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 453 members 
Mstep: Class 34 contains 16645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85894208.000000 Penalty: 71871.835938
Iteration 53Q: 34 clusters Score -8.589421e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 12288 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13302 members 
Mstep: Class 12 contains 105234 members 
Mstep: Class 13 contains 16268 members 
Mstep: Class 14 contains 93544 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 481 members 
Mstep: Class 18 contains 28817 members 
Mstep: Class 19 contains 88200 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 70999 members 
Mstep: Class 23 contains 1835 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50103 members 
Mstep: Class 27 contains 54949 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 87575 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 454 members 
Mstep: Class 34 contains 16678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896112.000000 Penalty: 71871.835938
Iteration 54Q: 34 clusters Score -8.589611e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 12516 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 104452 members 
Mstep: Class 13 contains 16296 members 
Mstep: Class 14 contains 93047 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 28345 members 
Mstep: Class 19 contains 87461 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 70376 members 
Mstep: Class 23 contains 1856 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50155 members 
Mstep: Class 27 contains 54871 members 
Mstep: Class 28 contains 1789 members 
Mstep: Class 29 contains 90380 members 
Mstep: Class 30 contains 465 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 675 members 
Mstep: Class 33 contains 456 members 
Mstep: Class 34 contains 16697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897312.000000 Penalty: 71871.835938
Iteration 55Q: 34 clusters Score -8.589731e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 9350 members 
Mstep: Class 5 contains 12730 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 103734 members 
Mstep: Class 13 contains 16350 members 
Mstep: Class 14 contains 92214 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 27849 members 
Mstep: Class 19 contains 86579 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 69824 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50244 members 
Mstep: Class 27 contains 54941 members 
Mstep: Class 28 contains 1796 members 
Mstep: Class 29 contains 93368 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 678 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 16707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897944.000000 Penalty: 71871.835938
Iteration 56Q: 34 clusters Score -8.589794e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 103017 members 
Mstep: Class 13 contains 16426 members 
Mstep: Class 14 contains 91088 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 27406 members 
Mstep: Class 19 contains 85716 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 69456 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50430 members 
Mstep: Class 27 contains 55116 members 
Mstep: Class 28 contains 1800 members 
Mstep: Class 29 contains 96212 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 16712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898176.000000 Penalty: 71871.835938
Iteration 57Q: 34 clusters Score -8.589818e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 9368 members 
Mstep: Class 5 contains 13102 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13325 members 
Mstep: Class 12 contains 102625 members 
Mstep: Class 13 contains 16505 members 
Mstep: Class 14 contains 90008 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 26968 members 
Mstep: Class 19 contains 84851 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 69253 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 50737 members 
Mstep: Class 27 contains 55332 members 
Mstep: Class 28 contains 1805 members 
Mstep: Class 29 contains 98422 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 16716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897632.000000 Penalty: 71871.835938
Iteration 58Q: 34 clusters Score -8.589763e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 9388 members 
Mstep: Class 5 contains 13249 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 102553 members 
Mstep: Class 13 contains 16583 members 
Mstep: Class 14 contains 89076 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 84083 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 69138 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 51057 members 
Mstep: Class 27 contains 55615 members 
Mstep: Class 28 contains 1809 members 
Mstep: Class 29 contains 99890 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 16726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896800.000000 Penalty: 71871.835938
Iteration 59Q: 34 clusters Score -8.58968e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 13374 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 13327 members 
Mstep: Class 12 contains 102632 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 88645 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 26120 members 
Mstep: Class 19 contains 83347 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 69067 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 51368 members 
Mstep: Class 27 contains 55941 members 
Mstep: Class 28 contains 1812 members 
Mstep: Class 29 contains 100622 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897704.000000 Penalty: 71871.835938
Iteration 60F: 34 clusters Score -8.58977e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 13333 members 
Mstep: Class 12 contains 103792 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 88478 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 313 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 82192 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 68995 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 466 members 
Mstep: Class 25 contains 375 members 
Mstep: Class 26 contains 51591 members 
Mstep: Class 27 contains 55919 members 
Mstep: Class 28 contains 1821 members 
Mstep: Class 29 contains 100740 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 459 members 
Mstep: Class 34 contains 16729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896728.000000 Penalty: 71871.835938
Iteration 61Q: 34 clusters Score -8.589673e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 104220 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 88788 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 310 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 81309 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 68912 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 51796 members 
Mstep: Class 27 contains 56214 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 100502 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 669 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 16728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896704.000000 Penalty: 71871.835938
Iteration 62Q: 34 clusters Score -8.58967e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 14144 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 104496 members 
Mstep: Class 13 contains 16723 members 
Mstep: Class 14 contains 89345 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 25009 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 68782 members 
Mstep: Class 23 contains 1872 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 52002 members 
Mstep: Class 27 contains 56506 members 
Mstep: Class 28 contains 1832 members 
Mstep: Class 29 contains 100021 members 
Mstep: Class 30 contains 481 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 16728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896848.000000 Penalty: 71871.835938
Iteration 63Q: 34 clusters Score -8.589685e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 14330 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 104589 members 
Mstep: Class 13 contains 16745 members 
Mstep: Class 14 contains 90045 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 24659 members 
Mstep: Class 19 contains 80360 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 68637 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 375 members 
Mstep: Class 26 contains 52136 members 
Mstep: Class 27 contains 56805 members 
Mstep: Class 28 contains 1834 members 
Mstep: Class 29 contains 99407 members 
Mstep: Class 30 contains 483 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 675 members 
Mstep: Class 33 contains 466 members 
Mstep: Class 34 contains 16729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897016.000000 Penalty: 71871.835938
Iteration 64Q: 34 clusters Score -8.589702e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 9403 members 
Mstep: Class 5 contains 14531 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 13352 members 
Mstep: Class 12 contains 104497 members 
Mstep: Class 13 contains 16762 members 
Mstep: Class 14 contains 90791 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 24353 members 
Mstep: Class 19 contains 80239 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 68474 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 376 members 
Mstep: Class 26 contains 52211 members 
Mstep: Class 27 contains 57023 members 
Mstep: Class 28 contains 1837 members 
Mstep: Class 29 contains 98826 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 686 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897232.000000 Penalty: 71871.835938
Iteration 65Q: 34 clusters Score -8.589723e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 9395 members 
Mstep: Class 5 contains 14677 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 104272 members 
Mstep: Class 13 contains 16782 members 
Mstep: Class 14 contains 91479 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 24130 members 
Mstep: Class 19 contains 80315 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 68302 members 
Mstep: Class 23 contains 1875 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52252 members 
Mstep: Class 27 contains 57168 members 
Mstep: Class 28 contains 1843 members 
Mstep: Class 29 contains 98333 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 692 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 16729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897776.000000 Penalty: 71871.835938
Iteration 66Q: 34 clusters Score -8.589778e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 9388 members 
Mstep: Class 5 contains 14829 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 104106 members 
Mstep: Class 13 contains 16805 members 
Mstep: Class 14 contains 91994 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 23905 members 
Mstep: Class 19 contains 80459 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 68129 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52265 members 
Mstep: Class 27 contains 57268 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 97956 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 695 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897360.000000 Penalty: 71871.835938
Iteration 67Q: 34 clusters Score -8.589736e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 14981 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13352 members 
Mstep: Class 12 contains 104028 members 
Mstep: Class 13 contains 16824 members 
Mstep: Class 14 contains 92435 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 23692 members 
Mstep: Class 19 contains 80617 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67968 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52243 members 
Mstep: Class 27 contains 57338 members 
Mstep: Class 28 contains 1865 members 
Mstep: Class 29 contains 97602 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 700 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897584.000000 Penalty: 71871.835938
Iteration 68Q: 34 clusters Score -8.589758e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 15149 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 104006 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 92744 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 23479 members 
Mstep: Class 19 contains 80825 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67803 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52220 members 
Mstep: Class 27 contains 57326 members 
Mstep: Class 28 contains 1877 members 
Mstep: Class 29 contains 97345 members 
Mstep: Class 30 contains 468 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 703 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897712.000000 Penalty: 71871.835938
Iteration 69Q: 34 clusters Score -8.589771e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 9317 members 
Mstep: Class 5 contains 15318 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13324 members 
Mstep: Class 12 contains 103932 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 92960 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 23286 members 
Mstep: Class 19 contains 81103 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67661 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52178 members 
Mstep: Class 27 contains 57255 members 
Mstep: Class 28 contains 1891 members 
Mstep: Class 29 contains 97201 members 
Mstep: Class 30 contains 466 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 703 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897720.000000 Penalty: 71871.835938
Iteration 70Q: 34 clusters Score -8.589772e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 15494 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 103881 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 93112 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 23097 members 
Mstep: Class 19 contains 81347 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67572 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52112 members 
Mstep: Class 27 contains 57129 members 
Mstep: Class 28 contains 1905 members 
Mstep: Class 29 contains 97121 members 
Mstep: Class 30 contains 465 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898168.000000 Penalty: 71871.835938
Iteration 71Q: 34 clusters Score -8.589817e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 5 contains 15669 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13281 members 
Mstep: Class 12 contains 103775 members 
Mstep: Class 13 contains 16946 members 
Mstep: Class 14 contains 93187 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22955 members 
Mstep: Class 19 contains 81693 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67517 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 52025 members 
Mstep: Class 27 contains 56938 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 97092 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898568.000000 Penalty: 71871.835938
Iteration 72Q: 34 clusters Score -8.589857e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 9302 members 
Mstep: Class 5 contains 15842 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13262 members 
Mstep: Class 12 contains 103654 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 93159 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22798 members 
Mstep: Class 19 contains 82080 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67459 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51986 members 
Mstep: Class 27 contains 56740 members 
Mstep: Class 28 contains 1914 members 
Mstep: Class 29 contains 97106 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898640.000000 Penalty: 71871.835938
Iteration 73Q: 34 clusters Score -8.589864e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 15981 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13237 members 
Mstep: Class 12 contains 103581 members 
Mstep: Class 13 contains 17047 members 
Mstep: Class 14 contains 93081 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 82540 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67393 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51939 members 
Mstep: Class 27 contains 56451 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 97178 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898776.000000 Penalty: 71871.835938
Iteration 74Q: 34 clusters Score -8.589878e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 16086 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13230 members 
Mstep: Class 12 contains 103481 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 92996 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22549 members 
Mstep: Class 19 contains 82987 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67329 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51888 members 
Mstep: Class 27 contains 56183 members 
Mstep: Class 28 contains 1941 members 
Mstep: Class 29 contains 97272 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899024.000000 Penalty: 71871.835938
Iteration 75Q: 34 clusters Score -8.589902e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 9263 members 
Mstep: Class 5 contains 16195 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13222 members 
Mstep: Class 12 contains 103330 members 
Mstep: Class 13 contains 17131 members 
Mstep: Class 14 contains 92883 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22427 members 
Mstep: Class 19 contains 83462 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67289 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51831 members 
Mstep: Class 27 contains 55973 members 
Mstep: Class 28 contains 1959 members 
Mstep: Class 29 contains 97335 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899232.000000 Penalty: 71871.835938
Iteration 76Q: 34 clusters Score -8.589923e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 785 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 16277 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13209 members 
Mstep: Class 12 contains 103182 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 92714 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22282 members 
Mstep: Class 19 contains 83934 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67270 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51802 members 
Mstep: Class 27 contains 55760 members 
Mstep: Class 28 contains 1973 members 
Mstep: Class 29 contains 97446 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899224.000000 Penalty: 71871.835938
Iteration 77Q: 34 clusters Score -8.589922e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 103032 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 92525 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22175 members 
Mstep: Class 19 contains 84410 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67230 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51820 members 
Mstep: Class 27 contains 55520 members 
Mstep: Class 28 contains 1985 members 
Mstep: Class 29 contains 97567 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899648.000000 Penalty: 71871.835938
Iteration 78Q: 34 clusters Score -8.589965e+07 nChanged 3507
Entering ConstructFrom: 
Score: -85899648.000000 Penalty: 71871.835938
Entering ConstructFrom: 
Trying to split cluster 1 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -102158.679688 Penalty: 1091.643311
	Iteration 0F: 2 clusters Score -102158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100870.148438 Penalty: 2183.286621
	Iteration 0F: 3 clusters Score -100870.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101229.210938 Penalty: 2183.286621
	Iteration 1F: 3 clusters Score -101229.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101486.820312 Penalty: 2183.286621
	Iteration 2F: 3 clusters Score -101486.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101672.742188 Penalty: 2183.286621
	Iteration 3F: 3 clusters Score -101672.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101770.554688 Penalty: 2183.286621
	Iteration 4F: 3 clusters Score -101770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -101820.515625 Penalty: 2183.286621
	Iteration 5Q: 3 clusters Score -101820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101849.015625 Penalty: 2183.286621
	Iteration 6Q: 3 clusters Score -101849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101858.359375 Penalty: 2183.286621
	Iteration 7Q: 3 clusters Score -101858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101859.835938 Penalty: 2183.286621
	Iteration 8Q: 3 clusters Score -101859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101859.835938 Penalty: 2183.286621
	Iteration 9F: 3 clusters Score -101859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -79398.281250 Penalty: 1058.399902
	Iteration 0F: 2 clusters Score -79398.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78220.085938 Penalty: 2116.799805
	Iteration 0F: 3 clusters Score -78220.09 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78557.148438 Penalty: 2116.799805
	Iteration 1F: 3 clusters Score -78557.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78891.531250 Penalty: 2116.799805
	Iteration 2F: 3 clusters Score -78891.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79187.773438 Penalty: 2116.799805
	Iteration 3F: 3 clusters Score -79187.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79385.554688 Penalty: 2116.799805
	Iteration 4F: 3 clusters Score -79385.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79536.656250 Penalty: 2116.799805
	Iteration 5Q: 3 clusters Score -79536.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79587.757812 Penalty: 2116.799805
	Iteration 6Q: 3 clusters Score -79587.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79638.921875 Penalty: 2116.799805
	Iteration 7Q: 3 clusters Score -79638.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79680.484375 Penalty: 2116.799805
	Iteration 8Q: 3 clusters Score -79680.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79701.773438 Penalty: 2116.799805
	Iteration 9Q: 3 clusters Score -79701.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79717.664062 Penalty: 2116.799805
	Iteration 10Q: 3 clusters Score -79717.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79722.617188 Penalty: 2116.799805
	Iteration 11Q: 3 clusters Score -79722.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79726.320312 Penalty: 2116.799805
	Iteration 12Q: 3 clusters Score -79726.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79730.578125 Penalty: 2116.799805
	Iteration 13Q: 3 clusters Score -79730.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79730.578125 Penalty: 2116.799805
	Iteration 14F: 3 clusters Score -79730.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 324 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85898800.000000 Penalty: 74049.773438
Splitting cluster 2 changes total score from -85899648.000000 to -85898800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -93273.335938 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -93273.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91998.953125 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -91998.95 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92222.726562 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -92222.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92274.953125 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -92274.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92304.367188 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -92304.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92315.921875 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -92315.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92318.234375 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -92318.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92319.062500 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -92319.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92319.062500 Penalty: 2165.932861
	Iteration 7F: 3 clusters Score -92319.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -1144188.000000 Penalty: 1484.782715
	Iteration 0F: 2 clusters Score -1144188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1137541.250000 Penalty: 2969.565430
	Iteration 0F: 3 clusters Score -1137541 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1140302.125000 Penalty: 2969.565430
	Iteration 1F: 3 clusters Score -1140302 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1141124.625000 Penalty: 2969.565430
	Iteration 2F: 3 clusters Score -1141125 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1141850.875000 Penalty: 2969.565430
	Iteration 3F: 3 clusters Score -1141851 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1142397.625000 Penalty: 2969.565430
	Iteration 4F: 3 clusters Score -1142398 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1142815.500000 Penalty: 2969.565430
	Iteration 5F: 3 clusters Score -1142816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1143091.875000 Penalty: 2969.565430
	Iteration 6Q: 3 clusters Score -1143092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1143288.500000 Penalty: 2969.565430
	Iteration 7Q: 3 clusters Score -1143288 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1143449.750000 Penalty: 2969.565430
	Iteration 8Q: 3 clusters Score -1143450 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1143590.750000 Penalty: 2969.565430
	Iteration 9Q: 3 clusters Score -1143591 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1143732.750000 Penalty: 2969.565430
	Iteration 10Q: 3 clusters Score -1143733 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1143855.375000 Penalty: 2969.565430
	Iteration 11Q: 3 clusters Score -1143855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1143941.375000 Penalty: 2969.565430
	Iteration 12Q: 3 clusters Score -1143941 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1143999.375000 Penalty: 2969.565430
	Iteration 13Q: 3 clusters Score -1143999 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1144044.500000 Penalty: 2969.565430
	Iteration 14Q: 3 clusters Score -1144044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1144080.250000 Penalty: 2969.565430
	Iteration 15Q: 3 clusters Score -1144080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1144121.750000 Penalty: 2969.565430
	Iteration 16Q: 3 clusters Score -1144122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1144154.000000 Penalty: 2969.565430
	Iteration 17Q: 3 clusters Score -1144154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1144180.000000 Penalty: 2969.565430
	Iteration 18Q: 3 clusters Score -1144180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1144197.125000 Penalty: 2969.565430
	Iteration 19Q: 3 clusters Score -1144197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1144216.750000 Penalty: 2969.565430
	Iteration 20F: 3 clusters Score -1144217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1144237.375000 Penalty: 2969.565430
	Iteration 21Q: 3 clusters Score -1144237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1144260.250000 Penalty: 2969.565430
	Iteration 22Q: 3 clusters Score -1144260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1144281.875000 Penalty: 2969.565430
	Iteration 23Q: 3 clusters Score -1144282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1144309.375000 Penalty: 2969.565430
	Iteration 24Q: 3 clusters Score -1144309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1144332.750000 Penalty: 2969.565430
	Iteration 25Q: 3 clusters Score -1144333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1144344.750000 Penalty: 2969.565430
	Iteration 26Q: 3 clusters Score -1144345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1144362.875000 Penalty: 2969.565430
	Iteration 27Q: 3 clusters Score -1144363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1144380.750000 Penalty: 2969.565430
	Iteration 28Q: 3 clusters Score -1144381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1144393.375000 Penalty: 2969.565430
	Iteration 29Q: 3 clusters Score -1144393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1144404.000000 Penalty: 2969.565430
	Iteration 30Q: 3 clusters Score -1144404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1144418.500000 Penalty: 2969.565430
	Iteration 31Q: 3 clusters Score -1144418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1144425.625000 Penalty: 2969.565430
	Iteration 32Q: 3 clusters Score -1144426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1144434.625000 Penalty: 2969.565430
	Iteration 33Q: 3 clusters Score -1144435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1144441.000000 Penalty: 2969.565430
	Iteration 34Q: 3 clusters Score -1144441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1144455.250000 Penalty: 2969.565430
	Iteration 35Q: 3 clusters Score -1144455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1144466.625000 Penalty: 2969.565430
	Iteration 36Q: 3 clusters Score -1144467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1144483.125000 Penalty: 2969.565430
	Iteration 37Q: 3 clusters Score -1144483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1144492.125000 Penalty: 2969.565430
	Iteration 38Q: 3 clusters Score -1144492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1144504.250000 Penalty: 2969.565430
	Iteration 39Q: 3 clusters Score -1144504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1144515.625000 Penalty: 2969.565430
	Iteration 40F: 3 clusters Score -1144516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1144528.375000 Penalty: 2969.565430
	Iteration 41Q: 3 clusters Score -1144528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1144531.125000 Penalty: 2969.565430
	Iteration 42Q: 3 clusters Score -1144531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1144535.500000 Penalty: 2969.565430
	Iteration 43Q: 3 clusters Score -1144536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1144545.250000 Penalty: 2969.565430
	Iteration 44Q: 3 clusters Score -1144545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1144546.625000 Penalty: 2969.565430
	Iteration 45Q: 3 clusters Score -1144547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1144550.750000 Penalty: 2969.565430
	Iteration 46Q: 3 clusters Score -1144551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1144555.500000 Penalty: 2969.565430
	Iteration 47Q: 3 clusters Score -1144556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1144560.750000 Penalty: 2969.565430
	Iteration 48Q: 3 clusters Score -1144561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1144567.875000 Penalty: 2969.565430
	Iteration 49Q: 3 clusters Score -1144568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1144571.875000 Penalty: 2969.565430
	Iteration 50Q: 3 clusters Score -1144572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1144579.375000 Penalty: 2969.565430
	Iteration 51Q: 3 clusters Score -1144579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1144585.125000 Penalty: 2969.565430
	Iteration 52Q: 3 clusters Score -1144585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1144586.000000 Penalty: 2969.565430
	Iteration 53Q: 3 clusters Score -1144586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1144592.750000 Penalty: 2969.565430
	Iteration 54Q: 3 clusters Score -1144593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1144594.875000 Penalty: 2969.565430
	Iteration 55Q: 3 clusters Score -1144595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1144599.125000 Penalty: 2969.565430
	Iteration 56Q: 3 clusters Score -1144599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1144601.500000 Penalty: 2969.565430
	Iteration 57Q: 3 clusters Score -1144602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1144601.250000 Penalty: 2969.565430
	Iteration 58Q: 3 clusters Score -1144601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1144604.500000 Penalty: 2969.565430
	Iteration 59Q: 3 clusters Score -1144604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1144607.750000 Penalty: 2969.565430
	Iteration 60F: 3 clusters Score -1144608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1144606.125000 Penalty: 2969.565430
	Iteration 61Q: 3 clusters Score -1144606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1144607.250000 Penalty: 2969.565430
	Iteration 62Q: 3 clusters Score -1144607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1144604.000000 Penalty: 2969.565430
	Iteration 63Q: 3 clusters Score -1144604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1144605.750000 Penalty: 2969.565430
	Iteration 64Q: 3 clusters Score -1144606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1144607.125000 Penalty: 2969.565430
	Iteration 65Q: 3 clusters Score -1144607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1144607.125000 Penalty: 2969.565430
	Iteration 66F: 3 clusters Score -1144607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85899256.000000 Penalty: 74049.773438
Splitting cluster 4 changes total score from -85899648.000000 to -85899256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (16402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Entering Unmasked Estep 
Score: -2077528.250000 Penalty: 1577.088257
	Iteration 0F: 2 clusters Score -2077528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2066203.000000 Penalty: 3154.176514
	Iteration 0F: 3 clusters Score -2066203 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2070278.000000 Penalty: 3154.176514
	Iteration 1F: 3 clusters Score -2070278 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2070696.500000 Penalty: 3154.176514
	Iteration 2F: 3 clusters Score -2070696 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2071064.375000 Penalty: 3154.176514
	Iteration 3F: 3 clusters Score -2071064 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2071467.250000 Penalty: 3154.176514
	Iteration 4F: 3 clusters Score -2071467 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2071881.500000 Penalty: 3154.176514
	Iteration 5F: 3 clusters Score -2071882 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2072365.250000 Penalty: 3154.176514
	Iteration 6F: 3 clusters Score -2072365 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2072859.500000 Penalty: 3154.176514
	Iteration 7F: 3 clusters Score -2072860 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2073386.125000 Penalty: 3154.176514
	Iteration 8F: 3 clusters Score -2073386 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2073908.000000 Penalty: 3154.176514
	Iteration 9Q: 3 clusters Score -2073908 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2074401.000000 Penalty: 3154.176514
	Iteration 10Q: 3 clusters Score -2074401 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2074826.875000 Penalty: 3154.176514
	Iteration 11Q: 3 clusters Score -2074827 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2075173.625000 Penalty: 3154.176514
	Iteration 12Q: 3 clusters Score -2075174 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2075471.750000 Penalty: 3154.176514
	Iteration 13Q: 3 clusters Score -2075472 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2075718.125000 Penalty: 3154.176514
	Iteration 14Q: 3 clusters Score -2075718 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2075941.250000 Penalty: 3154.176514
	Iteration 15Q: 3 clusters Score -2075941 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2076141.125000 Penalty: 3154.176514
	Iteration 16Q: 3 clusters Score -2076141 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2076308.750000 Penalty: 3154.176514
	Iteration 17Q: 3 clusters Score -2076309 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2076421.000000 Penalty: 3154.176514
	Iteration 18Q: 3 clusters Score -2076421 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2076498.000000 Penalty: 3154.176514
	Iteration 19Q: 3 clusters Score -2076498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2076551.500000 Penalty: 3154.176514
	Iteration 20F: 3 clusters Score -2076552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2076594.750000 Penalty: 3154.176514
	Iteration 21Q: 3 clusters Score -2076595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2076641.125000 Penalty: 3154.176514
	Iteration 22Q: 3 clusters Score -2076641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2076670.625000 Penalty: 3154.176514
	Iteration 23Q: 3 clusters Score -2076671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2076692.000000 Penalty: 3154.176514
	Iteration 24Q: 3 clusters Score -2076692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2076711.375000 Penalty: 3154.176514
	Iteration 25Q: 3 clusters Score -2076711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2076737.500000 Penalty: 3154.176514
	Iteration 26Q: 3 clusters Score -2076738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2076758.750000 Penalty: 3154.176514
	Iteration 27Q: 3 clusters Score -2076759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2076777.875000 Penalty: 3154.176514
	Iteration 28Q: 3 clusters Score -2076778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2076796.625000 Penalty: 3154.176514
	Iteration 29Q: 3 clusters Score -2076797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2076812.125000 Penalty: 3154.176514
	Iteration 30Q: 3 clusters Score -2076812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2076828.000000 Penalty: 3154.176514
	Iteration 31Q: 3 clusters Score -2076828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2076837.125000 Penalty: 3154.176514
	Iteration 32Q: 3 clusters Score -2076837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2076844.375000 Penalty: 3154.176514
	Iteration 33Q: 3 clusters Score -2076844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2076852.500000 Penalty: 3154.176514
	Iteration 34Q: 3 clusters Score -2076852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2076861.750000 Penalty: 3154.176514
	Iteration 35Q: 3 clusters Score -2076862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2076864.000000 Penalty: 3154.176514
	Iteration 36Q: 3 clusters Score -2076864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2076867.000000 Penalty: 3154.176514
	Iteration 37Q: 3 clusters Score -2076867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2076868.750000 Penalty: 3154.176514
	Iteration 38Q: 3 clusters Score -2076869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2076877.625000 Penalty: 3154.176514
	Iteration 39Q: 3 clusters Score -2076878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2076889.875000 Penalty: 3154.176514
	Iteration 40F: 3 clusters Score -2076890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2076890.500000 Penalty: 3154.176514
	Iteration 41Q: 3 clusters Score -2076890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2076893.625000 Penalty: 3154.176514
	Iteration 42Q: 3 clusters Score -2076894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2076894.000000 Penalty: 3154.176514
	Iteration 43Q: 3 clusters Score -2076894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2076896.875000 Penalty: 3154.176514
	Iteration 44Q: 3 clusters Score -2076897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2076899.000000 Penalty: 3154.176514
	Iteration 45Q: 3 clusters Score -2076899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2076897.625000 Penalty: 3154.176514
	Iteration 46Q: 3 clusters Score -2076898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2076897.500000 Penalty: 3154.176514
	Iteration 47Q: 3 clusters Score -2076898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2076897.750000 Penalty: 3154.176514
	Iteration 48Q: 3 clusters Score -2076898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2076899.875000 Penalty: 3154.176514
	Iteration 49Q: 3 clusters Score -2076900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2076896.000000 Penalty: 3154.176514
	Iteration 50Q: 3 clusters Score -2076896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2076899.250000 Penalty: 3154.176514
	Iteration 51Q: 3 clusters Score -2076899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2076899.625000 Penalty: 3154.176514
	Iteration 52Q: 3 clusters Score -2076900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2076899.625000 Penalty: 3154.176514
	Iteration 53F: 3 clusters Score -2076900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70042.101562 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -70042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68889.796875 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -68889.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69162.093750 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -69162.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69295.406250 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -69295.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69355.750000 Penalty: 2071.883057
	Iteration 3Q: 3 clusters Score -69355.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69386.328125 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -69386.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69395.820312 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -69395.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69400.195312 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -69400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69413.742188 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -69413.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69429.421875 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -69429.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69450.117188 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -69450.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69459.414062 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -69459.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69466.960938 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -69466.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69472.507812 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -69472.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69475.695312 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -69475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69480.062500 Penalty: 2071.883057
	Iteration 14Q: 3 clusters Score -69480.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69480.062500 Penalty: 2071.883057
	Iteration 15F: 3 clusters Score -69480.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -57584.339844 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -57584.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56756.679688 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -56756.68 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57325.421875 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -57325.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57719.343750 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -57719.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57958.503906 Penalty: 1967.692871
	Iteration 3F: 3 clusters Score -57958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58107.972656 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -58107.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58166.671875 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -58166.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58213.589844 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -58213.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58267.050781 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -58267.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58282.210938 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -58282.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58291.843750 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -58291.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58297.882812 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -58297.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58312.351562 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -58312.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58315.843750 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -58315.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58318.023438 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -58318.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58318.023438 Penalty: 1967.692871
	Iteration 14F: 3 clusters Score -58318.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85899184.000000 Penalty: 74049.773438
Splitting cluster 7 changes total score from -85899648.000000 to -85899184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -66764.179688 Penalty: 1026.832397
	Iteration 0F: 2 clusters Score -66764.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65815.695312 Penalty: 2053.664795
	Iteration 0F: 3 clusters Score -65815.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66439.015625 Penalty: 2053.664795
	Iteration 1F: 3 clusters Score -66439.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66818.554688 Penalty: 2053.664795
	Iteration 2F: 3 clusters Score -66818.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66912.773438 Penalty: 2053.664795
	Iteration 3Q: 3 clusters Score -66912.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66970.812500 Penalty: 2053.664795
	Iteration 4Q: 3 clusters Score -66970.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66997.375000 Penalty: 2053.664795
	Iteration 5Q: 3 clusters Score -66997.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67008.585938 Penalty: 2053.664795
	Iteration 6Q: 3 clusters Score -67008.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67019.812500 Penalty: 2053.664795
	Iteration 7Q: 3 clusters Score -67019.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67044.390625 Penalty: 2053.664795
	Iteration 8Q: 3 clusters Score -67044.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67050.242188 Penalty: 2053.664795
	Iteration 9Q: 3 clusters Score -67050.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67052.875000 Penalty: 2053.664795
	Iteration 10Q: 3 clusters Score -67052.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67066.640625 Penalty: 2053.664795
	Iteration 11Q: 3 clusters Score -67066.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67073.601562 Penalty: 2053.664795
	Iteration 12Q: 3 clusters Score -67073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67073.601562 Penalty: 2053.664795
	Iteration 13F: 3 clusters Score -67073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85898800.000000 Penalty: 74049.773438
Splitting cluster 8 changes total score from -85899648.000000 to -85898800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -72555.023438 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -72555.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71332.445312 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -71332.45 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71591.265625 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -71591.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71763.085938 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -71763.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71884.593750 Penalty: 2126.771484
	Iteration 3F: 3 clusters Score -71884.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72004.101562 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -72004.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72117.968750 Penalty: 2126.771484
	Iteration 5F: 3 clusters Score -72117.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72209.531250 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -72209.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72293.414062 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -72293.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72339.984375 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -72339.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72374.742188 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -72374.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72402.539062 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -72402.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72416.351562 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -72416.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72431.742188 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -72431.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72444.367188 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -72444.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72445.601562 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -72445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72445.601562 Penalty: 2126.771484
	Iteration 15F: 3 clusters Score -72445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -23924.080078 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -23924.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23142.251953 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -23142.25 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23585.792969 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -23585.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23721.300781 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -23721.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23908.402344 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -23908.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24073.785156 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -24073.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24175.943359 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -24175.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24229.414062 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -24229.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24263.525391 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -24263.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24286.882812 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -24286.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24295.748047 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -24295.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24299.316406 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -24299.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24311.095703 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -24311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24329.794922 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -24329.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24354.095703 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -24354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24363.523438 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -24363.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24365.490234 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -24365.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24366.220703 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -24366.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24366.220703 Penalty: 2024.265991
	Iteration 17F: 3 clusters Score -24366.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 231 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85898904.000000 Penalty: 74049.773438
Splitting cluster 10 changes total score from -85899648.000000 to -85898904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1685975.125000 Penalty: 1541.524414
	Iteration 0F: 2 clusters Score -1685975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1676802.500000 Penalty: 3083.048828
	Iteration 0F: 3 clusters Score -1676802 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1680172.000000 Penalty: 3083.048828
	Iteration 1F: 3 clusters Score -1680172 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1681025.625000 Penalty: 3083.048828
	Iteration 2F: 3 clusters Score -1681026 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1682340.125000 Penalty: 3083.048828
	Iteration 3F: 3 clusters Score -1682340 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1683763.875000 Penalty: 3083.048828
	Iteration 4F: 3 clusters Score -1683764 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1684791.250000 Penalty: 3083.048828
	Iteration 5F: 3 clusters Score -1684791 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1685408.625000 Penalty: 3083.048828
	Iteration 6F: 3 clusters Score -1685409 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1685718.375000 Penalty: 3083.048828
	Iteration 7Q: 3 clusters Score -1685718 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1685881.250000 Penalty: 3083.048828
	Iteration 8Q: 3 clusters Score -1685881 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1686025.750000 Penalty: 3083.048828
	Iteration 9Q: 3 clusters Score -1686026 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1686137.250000 Penalty: 3083.048828
	Iteration 10Q: 3 clusters Score -1686137 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1686270.500000 Penalty: 3083.048828
	Iteration 11Q: 3 clusters Score -1686270 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1686444.000000 Penalty: 3083.048828
	Iteration 12Q: 3 clusters Score -1686444 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1686701.000000 Penalty: 3083.048828
	Iteration 13Q: 3 clusters Score -1686701 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1687115.750000 Penalty: 3083.048828
	Iteration 14Q: 3 clusters Score -1687116 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1687569.625000 Penalty: 3083.048828
	Iteration 15Q: 3 clusters Score -1687570 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1687919.125000 Penalty: 3083.048828
	Iteration 16Q: 3 clusters Score -1687919 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1688089.125000 Penalty: 3083.048828
	Iteration 17Q: 3 clusters Score -1688089 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1688236.000000 Penalty: 3083.048828
	Iteration 18Q: 3 clusters Score -1688236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1688455.750000 Penalty: 3083.048828
	Iteration 19Q: 3 clusters Score -1688456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1688834.750000 Penalty: 3083.048828
	Iteration 20F: 3 clusters Score -1688835 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1689421.750000 Penalty: 3083.048828
	Iteration 21Q: 3 clusters Score -1689422 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1689785.375000 Penalty: 3083.048828
	Iteration 22Q: 3 clusters Score -1689785 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1689918.875000 Penalty: 3083.048828
	Iteration 23Q: 3 clusters Score -1689919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1689971.375000 Penalty: 3083.048828
	Iteration 24Q: 3 clusters Score -1689971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1689990.125000 Penalty: 3083.048828
	Iteration 25Q: 3 clusters Score -1689990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1690006.875000 Penalty: 3083.048828
	Iteration 26Q: 3 clusters Score -1690007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1690006.000000 Penalty: 3083.048828
	Iteration 27Q: 3 clusters Score -1690006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1690009.625000 Penalty: 3083.048828
	Iteration 28Q: 3 clusters Score -1690010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1690009.375000 Penalty: 3083.048828
	Iteration 29Q: 3 clusters Score -1690009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1690010.500000 Penalty: 3083.048828
	Iteration 30Q: 3 clusters Score -1690010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1690009.875000 Penalty: 3083.048828
	Iteration 31Q: 3 clusters Score -1690010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1690014.750000 Penalty: 3083.048828
	Iteration 32Q: 3 clusters Score -1690015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1690014.750000 Penalty: 3083.048828
	Iteration 33F: 3 clusters Score -1690015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 102784 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
Score: -85902704.000000 Penalty: 74049.773438
Splitting cluster 11 changes total score from -85899648.000000 to -85902704.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (102784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Entering Unmasked Estep 
Score: -13716052.000000 Penalty: 1875.312622
	Iteration 0F: 2 clusters Score -1.371605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -13670247.000000 Penalty: 3750.625244
	Iteration 0F: 3 clusters Score -1.367025e+07 nChanged 49385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -13699258.000000 Penalty: 3750.625244
	Iteration 1F: 3 clusters Score -1.369926e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -13700817.000000 Penalty: 3750.625244
	Iteration 2Q: 3 clusters Score -1.370082e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -13702975.000000 Penalty: 3750.625244
	Iteration 3F: 3 clusters Score -1.370298e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -13705676.000000 Penalty: 3750.625244
	Iteration 4F: 3 clusters Score -1.370568e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -13708660.000000 Penalty: 3750.625244
	Iteration 5F: 3 clusters Score -1.370866e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -13712490.000000 Penalty: 3750.625244
	Iteration 6F: 3 clusters Score -1.371249e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -13716688.000000 Penalty: 3750.625244
	Iteration 7F: 3 clusters Score -1.371669e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -13719319.000000 Penalty: 3750.625244
	Iteration 8F: 3 clusters Score -1.371932e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -13720494.000000 Penalty: 3750.625244
	Iteration 9Q: 3 clusters Score -1.372049e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -13720982.000000 Penalty: 3750.625244
	Iteration 10Q: 3 clusters Score -1.372098e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -13721261.000000 Penalty: 3750.625244
	Iteration 11Q: 3 clusters Score -1.372126e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -13721806.000000 Penalty: 3750.625244
	Iteration 12Q: 3 clusters Score -1.372181e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -13722265.000000 Penalty: 3750.625244
	Iteration 13Q: 3 clusters Score -1.372226e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -13722811.000000 Penalty: 3750.625244
	Iteration 14Q: 3 clusters Score -1.372281e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -13723139.000000 Penalty: 3750.625244
	Iteration 15Q: 3 clusters Score -1.372314e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -13723683.000000 Penalty: 3750.625244
	Iteration 16Q: 3 clusters Score -1.372368e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -13724281.000000 Penalty: 3750.625244
	Iteration 17Q: 3 clusters Score -1.372428e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -13724840.000000 Penalty: 3750.625244
	Iteration 18Q: 3 clusters Score -1.372484e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -13725333.000000 Penalty: 3750.625244
	Iteration 19Q: 3 clusters Score -1.372533e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -13725741.000000 Penalty: 3750.625244
	Iteration 20F: 3 clusters Score -1.372574e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -13726185.000000 Penalty: 3750.625244
	Iteration 21Q: 3 clusters Score -1.372618e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -13726495.000000 Penalty: 3750.625244
	Iteration 22Q: 3 clusters Score -1.37265e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -13726690.000000 Penalty: 3750.625244
	Iteration 23Q: 3 clusters Score -1.372669e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -13726875.000000 Penalty: 3750.625244
	Iteration 24Q: 3 clusters Score -1.372688e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -13727044.000000 Penalty: 3750.625244
	Iteration 25Q: 3 clusters Score -1.372704e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -13727213.000000 Penalty: 3750.625244
	Iteration 26Q: 3 clusters Score -1.372721e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -13727300.000000 Penalty: 3750.625244
	Iteration 27Q: 3 clusters Score -1.37273e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -13727323.000000 Penalty: 3750.625244
	Iteration 28Q: 3 clusters Score -1.372732e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -13727294.000000 Penalty: 3750.625244
	Iteration 29Q: 3 clusters Score -1.372729e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -13727301.000000 Penalty: 3750.625244
	Iteration 30Q: 3 clusters Score -1.37273e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -13727344.000000 Penalty: 3750.625244
	Iteration 31Q: 3 clusters Score -1.372734e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -13727391.000000 Penalty: 3750.625244
	Iteration 32Q: 3 clusters Score -1.372739e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -13727407.000000 Penalty: 3750.625244
	Iteration 33Q: 3 clusters Score -1.372741e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -13727408.000000 Penalty: 3750.625244
	Iteration 34Q: 3 clusters Score -1.372741e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -13727422.000000 Penalty: 3750.625244
	Iteration 35Q: 3 clusters Score -1.372742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -13727474.000000 Penalty: 3750.625244
	Iteration 36Q: 3 clusters Score -1.372747e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -13727502.000000 Penalty: 3750.625244
	Iteration 37Q: 3 clusters Score -1.37275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -13727493.000000 Penalty: 3750.625244
	Iteration 38Q: 3 clusters Score -1.372749e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -13727506.000000 Penalty: 3750.625244
	Iteration 39Q: 3 clusters Score -1.372751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -13727521.000000 Penalty: 3750.625244
	Iteration 40F: 3 clusters Score -1.372752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -13727517.000000 Penalty: 3750.625244
	Iteration 41Q: 3 clusters Score -1.372752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13727520.000000 Penalty: 3750.625244
	Iteration 42Q: 3 clusters Score -1.372752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -13727523.000000 Penalty: 3750.625244
	Iteration 43Q: 3 clusters Score -1.372752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -13727514.000000 Penalty: 3750.625244
	Iteration 44Q: 3 clusters Score -1.372751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -13727509.000000 Penalty: 3750.625244
	Iteration 45Q: 3 clusters Score -1.372751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -13727523.000000 Penalty: 3750.625244
	Iteration 46Q: 3 clusters Score -1.372752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -13727517.000000 Penalty: 3750.625244
	Iteration 47Q: 3 clusters Score -1.372752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -13727518.000000 Penalty: 3750.625244
	Iteration 48Q: 3 clusters Score -1.372752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -13727516.000000 Penalty: 3750.625244
	Iteration 49Q: 3 clusters Score -1.372752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -13727504.000000 Penalty: 3750.625244
	Iteration 50Q: 3 clusters Score -1.37275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -13727514.000000 Penalty: 3750.625244
	Iteration 51Q: 3 clusters Score -1.372751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -13727505.000000 Penalty: 3750.625244
	Iteration 52Q: 3 clusters Score -1.37275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13727499.000000 Penalty: 3750.625244
	Iteration 53Q: 3 clusters Score -1.37275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -13727503.000000 Penalty: 3750.625244
	Iteration 54Q: 3 clusters Score -1.37275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13727495.000000 Penalty: 3750.625244
	Iteration 55Q: 3 clusters Score -1.37275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -13727501.000000 Penalty: 3750.625244
	Iteration 56Q: 3 clusters Score -1.37275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -13727515.000000 Penalty: 3750.625244
	Iteration 57Q: 3 clusters Score -1.372752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -13727512.000000 Penalty: 3750.625244
	Iteration 58Q: 3 clusters Score -1.372751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -13727508.000000 Penalty: 3750.625244
	Iteration 59Q: 3 clusters Score -1.372751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -13727504.000000 Penalty: 3750.625244
	Iteration 60F: 3 clusters Score -1.37275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -13727508.000000 Penalty: 3750.625244
	Iteration 61Q: 3 clusters Score -1.372751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13727507.000000 Penalty: 3750.625244
	Iteration 62Q: 3 clusters Score -1.372751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13727512.000000 Penalty: 3750.625244
	Iteration 63Q: 3 clusters Score -1.372751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -13727507.000000 Penalty: 3750.625244
	Iteration 64Q: 3 clusters Score -1.372751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -13727513.000000 Penalty: 3750.625244
	Iteration 65Q: 3 clusters Score -1.372751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -13727519.000000 Penalty: 3750.625244
	Iteration 66Q: 3 clusters Score -1.372752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13727512.000000 Penalty: 3750.625244
	Iteration 67Q: 3 clusters Score -1.372751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13727512.000000 Penalty: 3750.625244
	Iteration 68F: 3 clusters Score -1.372751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Entering Unmasked Estep 
Score: -85914456.000000 Penalty: 76227.703125
Splitting cluster 12 changes total score from -85899648.000000 to -85914456.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (17278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Entering Unmasked Estep 
Score: -2244446.250000 Penalty: 1585.543335
	Iteration 0F: 2 clusters Score -2244446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2232544.250000 Penalty: 3171.086670
	Iteration 0F: 3 clusters Score -2232544 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2236744.500000 Penalty: 3171.086670
	Iteration 1F: 3 clusters Score -2236744 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2237039.500000 Penalty: 3171.086670
	Iteration 2Q: 3 clusters Score -2237040 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2237319.250000 Penalty: 3171.086670
	Iteration 3Q: 3 clusters Score -2237319 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2237641.000000 Penalty: 3171.086670
	Iteration 4Q: 3 clusters Score -2237641 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2237997.500000 Penalty: 3171.086670
	Iteration 5Q: 3 clusters Score -2237998 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2238408.000000 Penalty: 3171.086670
	Iteration 6Q: 3 clusters Score -2238408 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2238889.250000 Penalty: 3171.086670
	Iteration 7F: 3 clusters Score -2238889 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2239412.750000 Penalty: 3171.086670
	Iteration 8F: 3 clusters Score -2239413 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2239968.250000 Penalty: 3171.086670
	Iteration 9Q: 3 clusters Score -2239968 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2240545.750000 Penalty: 3171.086670
	Iteration 10Q: 3 clusters Score -2240546 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2241055.750000 Penalty: 3171.086670
	Iteration 11Q: 3 clusters Score -2241056 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2241494.000000 Penalty: 3171.086670
	Iteration 12Q: 3 clusters Score -2241494 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2241880.500000 Penalty: 3171.086670
	Iteration 13Q: 3 clusters Score -2241880 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2242214.500000 Penalty: 3171.086670
	Iteration 14Q: 3 clusters Score -2242214 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2242485.500000 Penalty: 3171.086670
	Iteration 15Q: 3 clusters Score -2242486 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2242651.250000 Penalty: 3171.086670
	Iteration 16Q: 3 clusters Score -2242651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2242784.500000 Penalty: 3171.086670
	Iteration 17Q: 3 clusters Score -2242784 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2242875.250000 Penalty: 3171.086670
	Iteration 18Q: 3 clusters Score -2242875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2242924.500000 Penalty: 3171.086670
	Iteration 19Q: 3 clusters Score -2242924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2242984.250000 Penalty: 3171.086670
	Iteration 20F: 3 clusters Score -2242984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2243009.000000 Penalty: 3171.086670
	Iteration 21Q: 3 clusters Score -2243009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2243032.250000 Penalty: 3171.086670
	Iteration 22Q: 3 clusters Score -2243032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2243061.250000 Penalty: 3171.086670
	Iteration 23Q: 3 clusters Score -2243061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2243086.500000 Penalty: 3171.086670
	Iteration 24Q: 3 clusters Score -2243086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2243106.750000 Penalty: 3171.086670
	Iteration 25Q: 3 clusters Score -2243107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2243124.250000 Penalty: 3171.086670
	Iteration 26Q: 3 clusters Score -2243124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2243135.250000 Penalty: 3171.086670
	Iteration 27Q: 3 clusters Score -2243135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2243147.500000 Penalty: 3171.086670
	Iteration 28Q: 3 clusters Score -2243148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2243152.750000 Penalty: 3171.086670
	Iteration 29Q: 3 clusters Score -2243153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2243154.000000 Penalty: 3171.086670
	Iteration 30Q: 3 clusters Score -2243154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2243156.750000 Penalty: 3171.086670
	Iteration 31Q: 3 clusters Score -2243157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2243155.750000 Penalty: 3171.086670
	Iteration 32Q: 3 clusters Score -2243156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2243155.750000 Penalty: 3171.086670
	Iteration 33F: 3 clusters Score -2243156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Entering Unmasked Estep 
Score: -12233195.000000 Penalty: 1857.989990
	Iteration 0F: 2 clusters Score -1.22332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -12176619.000000 Penalty: 3715.979980
	Iteration 0F: 3 clusters Score -1.217662e+07 nChanged 44174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -12201942.000000 Penalty: 3715.979980
	Iteration 1F: 3 clusters Score -1.220194e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -12202505.000000 Penalty: 3715.979980
	Iteration 2Q: 3 clusters Score -1.22025e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -12203236.000000 Penalty: 3715.979980
	Iteration 3Q: 3 clusters Score -1.220324e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -12204110.000000 Penalty: 3715.979980
	Iteration 4Q: 3 clusters Score -1.220411e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -12205173.000000 Penalty: 3715.979980
	Iteration 5Q: 3 clusters Score -1.220517e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -12206759.000000 Penalty: 3715.979980
	Iteration 6Q: 3 clusters Score -1.220676e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -12209320.000000 Penalty: 3715.979980
	Iteration 7Q: 3 clusters Score -1.220932e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -12212872.000000 Penalty: 3715.979980
	Iteration 8F: 3 clusters Score -1.221287e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -12217227.000000 Penalty: 3715.979980
	Iteration 9F: 3 clusters Score -1.221723e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -12221376.000000 Penalty: 3715.979980
	Iteration 10F: 3 clusters Score -1.222138e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -12224129.000000 Penalty: 3715.979980
	Iteration 11F: 3 clusters Score -1.222413e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -12225335.000000 Penalty: 3715.979980
	Iteration 12Q: 3 clusters Score -1.222534e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -12225974.000000 Penalty: 3715.979980
	Iteration 13Q: 3 clusters Score -1.222597e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -12226296.000000 Penalty: 3715.979980
	Iteration 14Q: 3 clusters Score -1.22263e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -12226594.000000 Penalty: 3715.979980
	Iteration 15Q: 3 clusters Score -1.222659e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -12226915.000000 Penalty: 3715.979980
	Iteration 16Q: 3 clusters Score -1.222692e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -12227227.000000 Penalty: 3715.979980
	Iteration 17Q: 3 clusters Score -1.222723e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -12227551.000000 Penalty: 3715.979980
	Iteration 18Q: 3 clusters Score -1.222755e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -12227896.000000 Penalty: 3715.979980
	Iteration 19Q: 3 clusters Score -1.22279e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -12228138.000000 Penalty: 3715.979980
	Iteration 20F: 3 clusters Score -1.222814e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -12228344.000000 Penalty: 3715.979980
	Iteration 21Q: 3 clusters Score -1.222834e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -12228506.000000 Penalty: 3715.979980
	Iteration 22Q: 3 clusters Score -1.222851e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -12228761.000000 Penalty: 3715.979980
	Iteration 23Q: 3 clusters Score -1.222876e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -12228917.000000 Penalty: 3715.979980
	Iteration 24Q: 3 clusters Score -1.222892e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -12229179.000000 Penalty: 3715.979980
	Iteration 25Q: 3 clusters Score -1.222918e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -12229442.000000 Penalty: 3715.979980
	Iteration 26Q: 3 clusters Score -1.222944e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -12229639.000000 Penalty: 3715.979980
	Iteration 27Q: 3 clusters Score -1.222964e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -12229863.000000 Penalty: 3715.979980
	Iteration 28Q: 3 clusters Score -1.222986e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -12230061.000000 Penalty: 3715.979980
	Iteration 29Q: 3 clusters Score -1.223006e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -12230234.000000 Penalty: 3715.979980
	Iteration 30Q: 3 clusters Score -1.223023e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -12230444.000000 Penalty: 3715.979980
	Iteration 31Q: 3 clusters Score -1.223044e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -12230601.000000 Penalty: 3715.979980
	Iteration 32Q: 3 clusters Score -1.22306e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -12230698.000000 Penalty: 3715.979980
	Iteration 33Q: 3 clusters Score -1.22307e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -12230824.000000 Penalty: 3715.979980
	Iteration 34Q: 3 clusters Score -1.223082e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -12230933.000000 Penalty: 3715.979980
	Iteration 35Q: 3 clusters Score -1.223093e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -12231021.000000 Penalty: 3715.979980
	Iteration 36Q: 3 clusters Score -1.223102e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -12231073.000000 Penalty: 3715.979980
	Iteration 37Q: 3 clusters Score -1.223107e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -12231092.000000 Penalty: 3715.979980
	Iteration 38Q: 3 clusters Score -1.223109e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -12231145.000000 Penalty: 3715.979980
	Iteration 39Q: 3 clusters Score -1.223114e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -12231183.000000 Penalty: 3715.979980
	Iteration 40F: 3 clusters Score -1.223118e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -12231184.000000 Penalty: 3715.979980
	Iteration 41Q: 3 clusters Score -1.223118e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -12231201.000000 Penalty: 3715.979980
	Iteration 42Q: 3 clusters Score -1.22312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -12231221.000000 Penalty: 3715.979980
	Iteration 43Q: 3 clusters Score -1.223122e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -12231236.000000 Penalty: 3715.979980
	Iteration 44Q: 3 clusters Score -1.223124e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -12231250.000000 Penalty: 3715.979980
	Iteration 45Q: 3 clusters Score -1.223125e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -12231244.000000 Penalty: 3715.979980
	Iteration 46Q: 3 clusters Score -1.223124e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -12231243.000000 Penalty: 3715.979980
	Iteration 47Q: 3 clusters Score -1.223124e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -12231230.000000 Penalty: 3715.979980
	Iteration 48Q: 3 clusters Score -1.223123e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -12231261.000000 Penalty: 3715.979980
	Iteration 49Q: 3 clusters Score -1.223126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -12231272.000000 Penalty: 3715.979980
	Iteration 50Q: 3 clusters Score -1.223127e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -12231281.000000 Penalty: 3715.979980
	Iteration 51Q: 3 clusters Score -1.223128e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -12231294.000000 Penalty: 3715.979980
	Iteration 52Q: 3 clusters Score -1.223129e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -12231288.000000 Penalty: 3715.979980
	Iteration 53Q: 3 clusters Score -1.223129e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -12231292.000000 Penalty: 3715.979980
	Iteration 54Q: 3 clusters Score -1.223129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -12231302.000000 Penalty: 3715.979980
	Iteration 55Q: 3 clusters Score -1.22313e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -12231341.000000 Penalty: 3715.979980
	Iteration 56Q: 3 clusters Score -1.223134e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -12231343.000000 Penalty: 3715.979980
	Iteration 57Q: 3 clusters Score -1.223134e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -12231363.000000 Penalty: 3715.979980
	Iteration 58Q: 3 clusters Score -1.223136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -12231357.000000 Penalty: 3715.979980
	Iteration 59Q: 3 clusters Score -1.223136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -12231341.000000 Penalty: 3715.979980
	Iteration 60F: 3 clusters Score -1.223134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -12231362.000000 Penalty: 3715.979980
	Iteration 61Q: 3 clusters Score -1.223136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -12231336.000000 Penalty: 3715.979980
	Iteration 62Q: 3 clusters Score -1.223134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -12231328.000000 Penalty: 3715.979980
	Iteration 63Q: 3 clusters Score -1.223133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -12231342.000000 Penalty: 3715.979980
	Iteration 64Q: 3 clusters Score -1.223134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -12231355.000000 Penalty: 3715.979980
	Iteration 65Q: 3 clusters Score -1.223136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -12231348.000000 Penalty: 3715.979980
	Iteration 66Q: 3 clusters Score -1.223135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -12231348.000000 Penalty: 3715.979980
	Iteration 67Q: 3 clusters Score -1.223135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -12231347.000000 Penalty: 3715.979980
	Iteration 68Q: 3 clusters Score -1.223135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -12231343.000000 Penalty: 3715.979980
	Iteration 69Q: 3 clusters Score -1.223134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -12231346.000000 Penalty: 3715.979980
	Iteration 70Q: 3 clusters Score -1.223135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -12231346.000000 Penalty: 3715.979980
	Iteration 71F: 3 clusters Score -1.223135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -50365.683594 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -50365.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49376.472656 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -49376.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49676.605469 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -49676.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49773.804688 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -49773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49844.503906 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -49844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49877.378906 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -49877.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49922.796875 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -49922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49926.968750 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -49926.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49933.253906 Penalty: 1990.522095
	Iteration 7F: 3 clusters Score -49933.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49964.140625 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -49964.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50003.710938 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -50003.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50041.476562 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -50041.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50078.578125 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -50078.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50105.792969 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -50105.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50134.449219 Penalty: 1990.522095
	Iteration 13Q: 3 clusters Score -50134.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50168.171875 Penalty: 1990.522095
	Iteration 14Q: 3 clusters Score -50168.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50192.445312 Penalty: 1990.522095
	Iteration 15Q: 3 clusters Score -50192.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50213.902344 Penalty: 1990.522095
	Iteration 16Q: 3 clusters Score -50213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50240.437500 Penalty: 1990.522095
	Iteration 17Q: 3 clusters Score -50240.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50252.968750 Penalty: 1990.522095
	Iteration 18Q: 3 clusters Score -50252.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50260.949219 Penalty: 1990.522095
	Iteration 19Q: 3 clusters Score -50260.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50265.574219 Penalty: 1990.522095
	Iteration 20F: 3 clusters Score -50265.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50280.789062 Penalty: 1990.522095
	Iteration 21Q: 3 clusters Score -50280.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50294.886719 Penalty: 1990.522095
	Iteration 22Q: 3 clusters Score -50294.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50298.179688 Penalty: 1990.522095
	Iteration 23Q: 3 clusters Score -50298.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50298.761719 Penalty: 1990.522095
	Iteration 24Q: 3 clusters Score -50298.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50300.261719 Penalty: 1990.522095
	Iteration 25Q: 3 clusters Score -50300.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50300.261719 Penalty: 1990.522095
	Iteration 26F: 3 clusters Score -50300.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -31341.125000 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -31341.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30627.865234 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -30627.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30797.751953 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -30797.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30906.044922 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -30906.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30966.796875 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -30966.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31019.410156 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -31019.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31027.291016 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -31027.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31027.291016 Penalty: 1855.888672
	Iteration 6F: 3 clusters Score -31027.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -31546.160156 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -31546.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30630.542969 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -30630.54 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30987.839844 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -30987.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31193.902344 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -31193.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31302.886719 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -31302.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31410.220703 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -31410.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31538.093750 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -31538.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31604.410156 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -31604.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31642.886719 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -31642.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31676.406250 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -31676.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31704.535156 Penalty: 1994.761353
	Iteration 9Q: 3 clusters Score -31704.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31721.087891 Penalty: 1994.761353
	Iteration 10Q: 3 clusters Score -31721.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31730.058594 Penalty: 1994.761353
	Iteration 11Q: 3 clusters Score -31730.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31746.548828 Penalty: 1994.761353
	Iteration 12Q: 3 clusters Score -31746.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31748.859375 Penalty: 1994.761353
	Iteration 13Q: 3 clusters Score -31748.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31753.728516 Penalty: 1994.761353
	Iteration 14Q: 3 clusters Score -31753.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31754.628906 Penalty: 1994.761353
	Iteration 15Q: 3 clusters Score -31754.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31756.679688 Penalty: 1994.761353
	Iteration 16F: 3 clusters Score -31756.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31765.923828 Penalty: 1994.761353
	Iteration 17Q: 3 clusters Score -31765.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31777.085938 Penalty: 1994.761353
	Iteration 18Q: 3 clusters Score -31777.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31790.283203 Penalty: 1994.761353
	Iteration 19Q: 3 clusters Score -31790.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31793.062500 Penalty: 1994.761353
	Iteration 20F: 3 clusters Score -31793.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 84957 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Entering Unmasked Estep 
Score: -85913488.000000 Penalty: 78405.640625
Splitting cluster 17 changes total score from -85899648.000000 to -85913488.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (22070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Entering Unmasked Estep 
Score: -2882986.750000 Penalty: 1625.320801
	Iteration 0F: 2 clusters Score -2882987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2868059.250000 Penalty: 3250.641602
	Iteration 0F: 3 clusters Score -2868059 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2874303.500000 Penalty: 3250.641602
	Iteration 1F: 3 clusters Score -2874304 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2875584.250000 Penalty: 3250.641602
	Iteration 2F: 3 clusters Score -2875584 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2877276.250000 Penalty: 3250.641602
	Iteration 3F: 3 clusters Score -2877276 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2879032.250000 Penalty: 3250.641602
	Iteration 4F: 3 clusters Score -2879032 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2880228.000000 Penalty: 3250.641602
	Iteration 5F: 3 clusters Score -2880228 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2880936.500000 Penalty: 3250.641602
	Iteration 6F: 3 clusters Score -2880936 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2881365.500000 Penalty: 3250.641602
	Iteration 7Q: 3 clusters Score -2881366 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2881655.500000 Penalty: 3250.641602
	Iteration 8Q: 3 clusters Score -2881656 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2881835.000000 Penalty: 3250.641602
	Iteration 9Q: 3 clusters Score -2881835 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2881971.000000 Penalty: 3250.641602
	Iteration 10Q: 3 clusters Score -2881971 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2882076.250000 Penalty: 3250.641602
	Iteration 11Q: 3 clusters Score -2882076 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2882140.750000 Penalty: 3250.641602
	Iteration 12Q: 3 clusters Score -2882141 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2882184.750000 Penalty: 3250.641602
	Iteration 13Q: 3 clusters Score -2882185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2882227.000000 Penalty: 3250.641602
	Iteration 14Q: 3 clusters Score -2882227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2882252.500000 Penalty: 3250.641602
	Iteration 15Q: 3 clusters Score -2882252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2882287.250000 Penalty: 3250.641602
	Iteration 16Q: 3 clusters Score -2882287 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2882305.750000 Penalty: 3250.641602
	Iteration 17Q: 3 clusters Score -2882306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2882319.000000 Penalty: 3250.641602
	Iteration 18Q: 3 clusters Score -2882319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2882324.250000 Penalty: 3250.641602
	Iteration 19Q: 3 clusters Score -2882324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2882341.250000 Penalty: 3250.641602
	Iteration 20F: 3 clusters Score -2882341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2882351.250000 Penalty: 3250.641602
	Iteration 21Q: 3 clusters Score -2882351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2882352.500000 Penalty: 3250.641602
	Iteration 22Q: 3 clusters Score -2882352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2882354.750000 Penalty: 3250.641602
	Iteration 23Q: 3 clusters Score -2882355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2882352.250000 Penalty: 3250.641602
	Iteration 24Q: 3 clusters Score -2882352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2882355.250000 Penalty: 3250.641602
	Iteration 25Q: 3 clusters Score -2882355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2882362.750000 Penalty: 3250.641602
	Iteration 26Q: 3 clusters Score -2882363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2882361.750000 Penalty: 3250.641602
	Iteration 27Q: 3 clusters Score -2882362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2882355.000000 Penalty: 3250.641602
	Iteration 28Q: 3 clusters Score -2882355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2882361.250000 Penalty: 3250.641602
	Iteration 29Q: 3 clusters Score -2882361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2882359.500000 Penalty: 3250.641602
	Iteration 30Q: 3 clusters Score -2882360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2882355.000000 Penalty: 3250.641602
	Iteration 31Q: 3 clusters Score -2882355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2882356.500000 Penalty: 3250.641602
	Iteration 32Q: 3 clusters Score -2882356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2882357.250000 Penalty: 3250.641602
	Iteration 33Q: 3 clusters Score -2882357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2882360.500000 Penalty: 3250.641602
	Iteration 34Q: 3 clusters Score -2882360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2882356.250000 Penalty: 3250.641602
	Iteration 35Q: 3 clusters Score -2882356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2882353.750000 Penalty: 3250.641602
	Iteration 36Q: 3 clusters Score -2882354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2882357.000000 Penalty: 3250.641602
	Iteration 37Q: 3 clusters Score -2882357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2882354.000000 Penalty: 3250.641602
	Iteration 38Q: 3 clusters Score -2882354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2882355.250000 Penalty: 3250.641602
	Iteration 39Q: 3 clusters Score -2882355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2882357.250000 Penalty: 3250.641602
	Iteration 40F: 3 clusters Score -2882357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2882359.500000 Penalty: 3250.641602
	Iteration 41Q: 3 clusters Score -2882360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2882363.250000 Penalty: 3250.641602
	Iteration 42Q: 3 clusters Score -2882363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2882361.500000 Penalty: 3250.641602
	Iteration 43Q: 3 clusters Score -2882362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2882364.750000 Penalty: 3250.641602
	Iteration 44Q: 3 clusters Score -2882365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2882363.500000 Penalty: 3250.641602
	Iteration 45Q: 3 clusters Score -2882364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2882368.750000 Penalty: 3250.641602
	Iteration 46Q: 3 clusters Score -2882369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2882367.250000 Penalty: 3250.641602
	Iteration 47Q: 3 clusters Score -2882367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2882369.000000 Penalty: 3250.641602
	Iteration 48Q: 3 clusters Score -2882369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2882369.500000 Penalty: 3250.641602
	Iteration 49Q: 3 clusters Score -2882370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2882374.000000 Penalty: 3250.641602
	Iteration 50Q: 3 clusters Score -2882374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2882368.500000 Penalty: 3250.641602
	Iteration 51Q: 3 clusters Score -2882368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2882364.000000 Penalty: 3250.641602
	Iteration 52Q: 3 clusters Score -2882364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2882365.250000 Penalty: 3250.641602
	Iteration 53Q: 3 clusters Score -2882365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2882367.750000 Penalty: 3250.641602
	Iteration 54Q: 3 clusters Score -2882368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2882365.250000 Penalty: 3250.641602
	Iteration 55Q: 3 clusters Score -2882365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2882363.000000 Penalty: 3250.641602
	Iteration 56Q: 3 clusters Score -2882363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2882363.500000 Penalty: 3250.641602
	Iteration 57Q: 3 clusters Score -2882364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2882365.000000 Penalty: 3250.641602
	Iteration 58Q: 3 clusters Score -2882365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2882364.250000 Penalty: 3250.641602
	Iteration 59Q: 3 clusters Score -2882364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2882364.250000 Penalty: 3250.641602
	Iteration 60F: 3 clusters Score -2882364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Entering Unmasked Estep 
Score: -11240498.000000 Penalty: 1844.358765
	Iteration 0F: 2 clusters Score -1.12405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -11189421.000000 Penalty: 3688.717529
	Iteration 0F: 3 clusters Score -1.118942e+07 nChanged 40416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -11212917.000000 Penalty: 3688.717529
	Iteration 1F: 3 clusters Score -1.121292e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -11213587.000000 Penalty: 3688.717529
	Iteration 2Q: 3 clusters Score -1.121359e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -11214466.000000 Penalty: 3688.717529
	Iteration 3Q: 3 clusters Score -1.121447e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -11216040.000000 Penalty: 3688.717529
	Iteration 4Q: 3 clusters Score -1.121604e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -11218752.000000 Penalty: 3688.717529
	Iteration 5F: 3 clusters Score -1.121875e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -11223377.000000 Penalty: 3688.717529
	Iteration 6F: 3 clusters Score -1.122338e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -11228927.000000 Penalty: 3688.717529
	Iteration 7F: 3 clusters Score -1.122893e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -11234130.000000 Penalty: 3688.717529
	Iteration 8F: 3 clusters Score -1.123413e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -11237776.000000 Penalty: 3688.717529
	Iteration 9F: 3 clusters Score -1.123778e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -11239950.000000 Penalty: 3688.717529
	Iteration 10Q: 3 clusters Score -1.123995e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -11241144.000000 Penalty: 3688.717529
	Iteration 11Q: 3 clusters Score -1.124114e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -11242074.000000 Penalty: 3688.717529
	Iteration 12Q: 3 clusters Score -1.124207e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -11242597.000000 Penalty: 3688.717529
	Iteration 13Q: 3 clusters Score -1.12426e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -11242872.000000 Penalty: 3688.717529
	Iteration 14Q: 3 clusters Score -1.124287e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -11242917.000000 Penalty: 3688.717529
	Iteration 15Q: 3 clusters Score -1.124292e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -11242953.000000 Penalty: 3688.717529
	Iteration 16Q: 3 clusters Score -1.124295e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -11242883.000000 Penalty: 3688.717529
	Iteration 17Q: 3 clusters Score -1.124288e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -11242827.000000 Penalty: 3688.717529
	Iteration 18Q: 3 clusters Score -1.124283e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -11242720.000000 Penalty: 3688.717529
	Iteration 19Q: 3 clusters Score -1.124272e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -11242648.000000 Penalty: 3688.717529
	Iteration 20F: 3 clusters Score -1.124265e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -11242500.000000 Penalty: 3688.717529
	Iteration 21Q: 3 clusters Score -1.12425e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -11242417.000000 Penalty: 3688.717529
	Iteration 22Q: 3 clusters Score -1.124242e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -11242365.000000 Penalty: 3688.717529
	Iteration 23Q: 3 clusters Score -1.124236e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -11242266.000000 Penalty: 3688.717529
	Iteration 24Q: 3 clusters Score -1.124227e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -11242216.000000 Penalty: 3688.717529
	Iteration 25Q: 3 clusters Score -1.124222e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -11242197.000000 Penalty: 3688.717529
	Iteration 26Q: 3 clusters Score -1.12422e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11242169.000000 Penalty: 3688.717529
	Iteration 27Q: 3 clusters Score -1.124217e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -11242138.000000 Penalty: 3688.717529
	Iteration 28Q: 3 clusters Score -1.124214e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -11242130.000000 Penalty: 3688.717529
	Iteration 29Q: 3 clusters Score -1.124213e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -11242069.000000 Penalty: 3688.717529
	Iteration 30Q: 3 clusters Score -1.124207e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -11242049.000000 Penalty: 3688.717529
	Iteration 31Q: 3 clusters Score -1.124205e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -11242039.000000 Penalty: 3688.717529
	Iteration 32Q: 3 clusters Score -1.124204e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -11242001.000000 Penalty: 3688.717529
	Iteration 33Q: 3 clusters Score -1.1242e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -11241984.000000 Penalty: 3688.717529
	Iteration 34Q: 3 clusters Score -1.124198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -11241957.000000 Penalty: 3688.717529
	Iteration 35Q: 3 clusters Score -1.124196e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -11241954.000000 Penalty: 3688.717529
	Iteration 36Q: 3 clusters Score -1.124195e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -11241913.000000 Penalty: 3688.717529
	Iteration 37Q: 3 clusters Score -1.124191e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -11241900.000000 Penalty: 3688.717529
	Iteration 38Q: 3 clusters Score -1.12419e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -11241840.000000 Penalty: 3688.717529
	Iteration 39Q: 3 clusters Score -1.124184e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -11241818.000000 Penalty: 3688.717529
	Iteration 40F: 3 clusters Score -1.124182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11241827.000000 Penalty: 3688.717529
	Iteration 41Q: 3 clusters Score -1.124183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -11241816.000000 Penalty: 3688.717529
	Iteration 42Q: 3 clusters Score -1.124182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -11241799.000000 Penalty: 3688.717529
	Iteration 43Q: 3 clusters Score -1.12418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11241783.000000 Penalty: 3688.717529
	Iteration 44Q: 3 clusters Score -1.124178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -11241765.000000 Penalty: 3688.717529
	Iteration 45Q: 3 clusters Score -1.124176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -11241746.000000 Penalty: 3688.717529
	Iteration 46Q: 3 clusters Score -1.124175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -11241722.000000 Penalty: 3688.717529
	Iteration 47Q: 3 clusters Score -1.124172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -11241718.000000 Penalty: 3688.717529
	Iteration 48Q: 3 clusters Score -1.124172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -11241700.000000 Penalty: 3688.717529
	Iteration 49Q: 3 clusters Score -1.12417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -11241716.000000 Penalty: 3688.717529
	Iteration 50Q: 3 clusters Score -1.124172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -11241720.000000 Penalty: 3688.717529
	Iteration 51Q: 3 clusters Score -1.124172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11241728.000000 Penalty: 3688.717529
	Iteration 52Q: 3 clusters Score -1.124173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11241724.000000 Penalty: 3688.717529
	Iteration 53Q: 3 clusters Score -1.124172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -11241726.000000 Penalty: 3688.717529
	Iteration 54Q: 3 clusters Score -1.124173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11241717.000000 Penalty: 3688.717529
	Iteration 55Q: 3 clusters Score -1.124172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11241708.000000 Penalty: 3688.717529
	Iteration 56Q: 3 clusters Score -1.124171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -11241696.000000 Penalty: 3688.717529
	Iteration 57Q: 3 clusters Score -1.12417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -11241691.000000 Penalty: 3688.717529
	Iteration 58Q: 3 clusters Score -1.124169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -11241683.000000 Penalty: 3688.717529
	Iteration 59Q: 3 clusters Score -1.124168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -11241688.000000 Penalty: 3688.717529
	Iteration 60F: 3 clusters Score -1.124169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11241690.000000 Penalty: 3688.717529
	Iteration 61Q: 3 clusters Score -1.124169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -11241687.000000 Penalty: 3688.717529
	Iteration 62Q: 3 clusters Score -1.124169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -11241690.000000 Penalty: 3688.717529
	Iteration 63Q: 3 clusters Score -1.124169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -11241692.000000 Penalty: 3688.717529
	Iteration 64Q: 3 clusters Score -1.124169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -11241696.000000 Penalty: 3688.717529
	Iteration 65Q: 3 clusters Score -1.12417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -11241696.000000 Penalty: 3688.717529
	Iteration 66F: 3 clusters Score -1.12417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Entering Unmasked Estep 
Score: -85914304.000000 Penalty: 80583.578125
Splitting cluster 19 changes total score from -85899648.000000 to -85914304.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -269812.781250 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -269812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -267935.312500 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -267935.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -268357.375000 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -268357.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -268722.500000 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -268722.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -269594.781250 Penalty: 2412.853760
	Iteration 3F: 3 clusters Score -269594.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270517.437500 Penalty: 2412.853760
	Iteration 4F: 3 clusters Score -270517.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -271312.312500 Penalty: 2412.853760
	Iteration 5F: 3 clusters Score -271312.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -272471.156250 Penalty: 2412.853760
	Iteration 6F: 3 clusters Score -272471.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -274052.375000 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -274052.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275917.750000 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -275917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276190.218750 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -276190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -276235.968750 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -276236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -276244.437500 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -276244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276249.125000 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -276249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276254.875000 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -276254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276254.875000 Penalty: 2412.853760
	Iteration 14F: 3 clusters Score -276254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Entering Unmasked Estep 
Score: -85919816.000000 Penalty: 82761.507812
Splitting cluster 21 changes total score from -85899648.000000 to -85919816.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (67204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Entering Unmasked Estep 
Score: -8879387.000000 Penalty: 1806.266846
	Iteration 0F: 2 clusters Score -8879387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -8837194.000000 Penalty: 3612.533691
	Iteration 0F: 3 clusters Score -8837194 nChanged 31879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8855859.000000 Penalty: 3612.533691
	Iteration 1F: 3 clusters Score -8855859 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -8856727.000000 Penalty: 3612.533691
	Iteration 2Q: 3 clusters Score -8856727 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -8857899.000000 Penalty: 3612.533691
	Iteration 3Q: 3 clusters Score -8857899 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -8859273.000000 Penalty: 3612.533691
	Iteration 4Q: 3 clusters Score -8859273 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -8861090.000000 Penalty: 3612.533691
	Iteration 5F: 3 clusters Score -8861090 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8863492.000000 Penalty: 3612.533691
	Iteration 6F: 3 clusters Score -8863492 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8866723.000000 Penalty: 3612.533691
	Iteration 7F: 3 clusters Score -8866723 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -8870362.000000 Penalty: 3612.533691
	Iteration 8F: 3 clusters Score -8870362 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -8873661.000000 Penalty: 3612.533691
	Iteration 9F: 3 clusters Score -8873661 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -8875767.000000 Penalty: 3612.533691
	Iteration 10Q: 3 clusters Score -8875767 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -8876916.000000 Penalty: 3612.533691
	Iteration 11Q: 3 clusters Score -8876916 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -8877622.000000 Penalty: 3612.533691
	Iteration 12Q: 3 clusters Score -8877622 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -8878121.000000 Penalty: 3612.533691
	Iteration 13Q: 3 clusters Score -8878121 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -8878480.000000 Penalty: 3612.533691
	Iteration 14Q: 3 clusters Score -8878480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -8878690.000000 Penalty: 3612.533691
	Iteration 15Q: 3 clusters Score -8878690 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8878842.000000 Penalty: 3612.533691
	Iteration 16Q: 3 clusters Score -8878842 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -8878907.000000 Penalty: 3612.533691
	Iteration 17Q: 3 clusters Score -8878907 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8878961.000000 Penalty: 3612.533691
	Iteration 18Q: 3 clusters Score -8878961 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -8878981.000000 Penalty: 3612.533691
	Iteration 19Q: 3 clusters Score -8878981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -8879002.000000 Penalty: 3612.533691
	Iteration 20F: 3 clusters Score -8879002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -8879003.000000 Penalty: 3612.533691
	Iteration 21Q: 3 clusters Score -8879003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -8879008.000000 Penalty: 3612.533691
	Iteration 22Q: 3 clusters Score -8879008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -8879030.000000 Penalty: 3612.533691
	Iteration 23Q: 3 clusters Score -8879030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -8879015.000000 Penalty: 3612.533691
	Iteration 24Q: 3 clusters Score -8879015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -8879033.000000 Penalty: 3612.533691
	Iteration 25Q: 3 clusters Score -8879033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -8879044.000000 Penalty: 3612.533691
	Iteration 26Q: 3 clusters Score -8879044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -8879036.000000 Penalty: 3612.533691
	Iteration 27Q: 3 clusters Score -8879036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8879044.000000 Penalty: 3612.533691
	Iteration 28Q: 3 clusters Score -8879044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -8879058.000000 Penalty: 3612.533691
	Iteration 29Q: 3 clusters Score -8879058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -8879057.000000 Penalty: 3612.533691
	Iteration 30Q: 3 clusters Score -8879057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -8879062.000000 Penalty: 3612.533691
	Iteration 31Q: 3 clusters Score -8879062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -8879062.000000 Penalty: 3612.533691
	Iteration 32Q: 3 clusters Score -8879062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -8879044.000000 Penalty: 3612.533691
	Iteration 33Q: 3 clusters Score -8879044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -8879036.000000 Penalty: 3612.533691
	Iteration 34Q: 3 clusters Score -8879036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -8879029.000000 Penalty: 3612.533691
	Iteration 35Q: 3 clusters Score -8879029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -8879033.000000 Penalty: 3612.533691
	Iteration 36Q: 3 clusters Score -8879033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -8879026.000000 Penalty: 3612.533691
	Iteration 37Q: 3 clusters Score -8879026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -8879027.000000 Penalty: 3612.533691
	Iteration 38Q: 3 clusters Score -8879027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -8879032.000000 Penalty: 3612.533691
	Iteration 39Q: 3 clusters Score -8879032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -8879031.000000 Penalty: 3612.533691
	Iteration 40F: 3 clusters Score -8879031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -8879035.000000 Penalty: 3612.533691
	Iteration 41Q: 3 clusters Score -8879035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -8879034.000000 Penalty: 3612.533691
	Iteration 42Q: 3 clusters Score -8879034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8879031.000000 Penalty: 3612.533691
	Iteration 43Q: 3 clusters Score -8879031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -8879046.000000 Penalty: 3612.533691
	Iteration 44Q: 3 clusters Score -8879046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -8879043.000000 Penalty: 3612.533691
	Iteration 45Q: 3 clusters Score -8879043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -8879052.000000 Penalty: 3612.533691
	Iteration 46Q: 3 clusters Score -8879052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -8879046.000000 Penalty: 3612.533691
	Iteration 47Q: 3 clusters Score -8879046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -8879048.000000 Penalty: 3612.533691
	Iteration 48Q: 3 clusters Score -8879048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -8879046.000000 Penalty: 3612.533691
	Iteration 49Q: 3 clusters Score -8879046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -8879045.000000 Penalty: 3612.533691
	Iteration 50Q: 3 clusters Score -8879045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -8879042.000000 Penalty: 3612.533691
	Iteration 51Q: 3 clusters Score -8879042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -8879051.000000 Penalty: 3612.533691
	Iteration 52Q: 3 clusters Score -8879051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -8879046.000000 Penalty: 3612.533691
	Iteration 53Q: 3 clusters Score -8879046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -8879047.000000 Penalty: 3612.533691
	Iteration 54Q: 3 clusters Score -8879047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -8879057.000000 Penalty: 3612.533691
	Iteration 55Q: 3 clusters Score -8879057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -8879053.000000 Penalty: 3612.533691
	Iteration 56Q: 3 clusters Score -8879053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -8879048.000000 Penalty: 3612.533691
	Iteration 57Q: 3 clusters Score -8879048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -8879049.000000 Penalty: 3612.533691
	Iteration 58Q: 3 clusters Score -8879049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -8879057.000000 Penalty: 3612.533691
	Iteration 59Q: 3 clusters Score -8879057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -8879055.000000 Penalty: 3612.533691
	Iteration 60F: 3 clusters Score -8879055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8879059.000000 Penalty: 3612.533691
	Iteration 61Q: 3 clusters Score -8879059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8879061.000000 Penalty: 3612.533691
	Iteration 62Q: 3 clusters Score -8879061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8879059.000000 Penalty: 3612.533691
	Iteration 63Q: 3 clusters Score -8879059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8879059.000000 Penalty: 3612.533691
	Iteration 64F: 3 clusters Score -8879059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -273136.750000 Penalty: 1224.832397
	Iteration 0F: 2 clusters Score -273136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -271246.593750 Penalty: 2449.664795
	Iteration 0F: 3 clusters Score -271246.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272060.687500 Penalty: 2449.664795
	Iteration 1F: 3 clusters Score -272060.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272458.156250 Penalty: 2449.664795
	Iteration 2F: 3 clusters Score -272458.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272771.187500 Penalty: 2449.664795
	Iteration 3F: 3 clusters Score -272771.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273115.406250 Penalty: 2449.664795
	Iteration 4F: 3 clusters Score -273115.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -273347.281250 Penalty: 2449.664795
	Iteration 5F: 3 clusters Score -273347.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -273472.531250 Penalty: 2449.664795
	Iteration 6Q: 3 clusters Score -273472.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273541.531250 Penalty: 2449.664795
	Iteration 7Q: 3 clusters Score -273541.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -273591.125000 Penalty: 2449.664795
	Iteration 8Q: 3 clusters Score -273591.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -273621.000000 Penalty: 2449.664795
	Iteration 9Q: 3 clusters Score -273621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -273638.843750 Penalty: 2449.664795
	Iteration 10Q: 3 clusters Score -273638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273645.968750 Penalty: 2449.664795
	Iteration 11Q: 3 clusters Score -273646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -273650.156250 Penalty: 2449.664795
	Iteration 12Q: 3 clusters Score -273650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273655.781250 Penalty: 2449.664795
	Iteration 13Q: 3 clusters Score -273655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -273660.625000 Penalty: 2449.664795
	Iteration 14Q: 3 clusters Score -273660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273668.062500 Penalty: 2449.664795
	Iteration 15Q: 3 clusters Score -273668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -273672.562500 Penalty: 2449.664795
	Iteration 16Q: 3 clusters Score -273672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273674.718750 Penalty: 2449.664795
	Iteration 17Q: 3 clusters Score -273674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -273676.343750 Penalty: 2449.664795
	Iteration 18Q: 3 clusters Score -273676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -273677.718750 Penalty: 2449.664795
	Iteration 19Q: 3 clusters Score -273677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -273679.187500 Penalty: 2449.664795
	Iteration 20F: 3 clusters Score -273679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -273680.218750 Penalty: 2449.664795
	Iteration 21Q: 3 clusters Score -273680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -273680.218750 Penalty: 2449.664795
	Iteration 22F: 3 clusters Score -273680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 51823 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 1142 members 
Entering Unmasked Estep 
Score: -85919416.000000 Penalty: 84939.445312
Splitting cluster 23 changes total score from -85899648.000000 to -85919416.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43785.343750 Penalty: 1003.578430
	Iteration 0F: 2 clusters Score -43785.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42939.968750 Penalty: 2007.156860
	Iteration 0F: 3 clusters Score -42939.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43305.156250 Penalty: 2007.156860
	Iteration 1F: 3 clusters Score -43305.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43435.093750 Penalty: 2007.156860
	Iteration 2F: 3 clusters Score -43435.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43509.566406 Penalty: 2007.156860
	Iteration 3Q: 3 clusters Score -43509.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43575.453125 Penalty: 2007.156860
	Iteration 4Q: 3 clusters Score -43575.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43610.636719 Penalty: 2007.156860
	Iteration 5Q: 3 clusters Score -43610.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43631.941406 Penalty: 2007.156860
	Iteration 6Q: 3 clusters Score -43631.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43649.261719 Penalty: 2007.156860
	Iteration 7Q: 3 clusters Score -43649.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43667.425781 Penalty: 2007.156860
	Iteration 8Q: 3 clusters Score -43667.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43667.425781 Penalty: 2007.156860
	Iteration 9F: 3 clusters Score -43667.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18195.351562 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18195.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17380.212891 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17380.21 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17573.906250 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17573.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17772.988281 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17772.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17919.455078 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -17919.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17993.089844 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17993.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18069.839844 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -18069.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18117.513672 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -18117.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18126.927734 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18126.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18126.927734 Penalty: 1927.979736
	Iteration 8F: 3 clusters Score -18126.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Entering Unmasked Estep 
Score: -6721950.000000 Penalty: 1764.033203
	Iteration 0F: 2 clusters Score -6721950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6687774.500000 Penalty: 3528.066406
	Iteration 0F: 3 clusters Score -6687774 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6702300.000000 Penalty: 3528.066406
	Iteration 1F: 3 clusters Score -6702300 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6703627.000000 Penalty: 3528.066406
	Iteration 2F: 3 clusters Score -6703627 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6705519.500000 Penalty: 3528.066406
	Iteration 3F: 3 clusters Score -6705520 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -6707830.000000 Penalty: 3528.066406
	Iteration 4F: 3 clusters Score -6707830 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -6710270.000000 Penalty: 3528.066406
	Iteration 5F: 3 clusters Score -6710270 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6712643.000000 Penalty: 3528.066406
	Iteration 6F: 3 clusters Score -6712643 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -6714362.500000 Penalty: 3528.066406
	Iteration 7F: 3 clusters Score -6714362 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6715495.500000 Penalty: 3528.066406
	Iteration 8Q: 3 clusters Score -6715496 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -6716308.000000 Penalty: 3528.066406
	Iteration 9Q: 3 clusters Score -6716308 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -6716879.000000 Penalty: 3528.066406
	Iteration 10Q: 3 clusters Score -6716879 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -6717333.500000 Penalty: 3528.066406
	Iteration 11Q: 3 clusters Score -6717334 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -6717773.500000 Penalty: 3528.066406
	Iteration 12Q: 3 clusters Score -6717774 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6718199.500000 Penalty: 3528.066406
	Iteration 13Q: 3 clusters Score -6718200 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -6718624.000000 Penalty: 3528.066406
	Iteration 14Q: 3 clusters Score -6718624 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6719221.000000 Penalty: 3528.066406
	Iteration 15Q: 3 clusters Score -6719221 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -6719864.500000 Penalty: 3528.066406
	Iteration 16Q: 3 clusters Score -6719864 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6720506.500000 Penalty: 3528.066406
	Iteration 17Q: 3 clusters Score -6720506 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -6721173.000000 Penalty: 3528.066406
	Iteration 18Q: 3 clusters Score -6721173 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -6721677.000000 Penalty: 3528.066406
	Iteration 19Q: 3 clusters Score -6721677 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6721949.000000 Penalty: 3528.066406
	Iteration 20F: 3 clusters Score -6721949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6722116.500000 Penalty: 3528.066406
	Iteration 21Q: 3 clusters Score -6722116 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6722203.500000 Penalty: 3528.066406
	Iteration 22Q: 3 clusters Score -6722204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6722297.000000 Penalty: 3528.066406
	Iteration 23Q: 3 clusters Score -6722297 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6722318.500000 Penalty: 3528.066406
	Iteration 24Q: 3 clusters Score -6722318 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6722341.000000 Penalty: 3528.066406
	Iteration 25Q: 3 clusters Score -6722341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -6722359.000000 Penalty: 3528.066406
	Iteration 26Q: 3 clusters Score -6722359 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6722388.500000 Penalty: 3528.066406
	Iteration 27Q: 3 clusters Score -6722388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -6722382.000000 Penalty: 3528.066406
	Iteration 28Q: 3 clusters Score -6722382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6722381.000000 Penalty: 3528.066406
	Iteration 29Q: 3 clusters Score -6722381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -6722408.000000 Penalty: 3528.066406
	Iteration 30Q: 3 clusters Score -6722408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -6722420.500000 Penalty: 3528.066406
	Iteration 31Q: 3 clusters Score -6722420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6722421.000000 Penalty: 3528.066406
	Iteration 32Q: 3 clusters Score -6722421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6722422.500000 Penalty: 3528.066406
	Iteration 33Q: 3 clusters Score -6722422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -6722423.000000 Penalty: 3528.066406
	Iteration 34Q: 3 clusters Score -6722423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6722417.000000 Penalty: 3528.066406
	Iteration 35Q: 3 clusters Score -6722417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6722425.500000 Penalty: 3528.066406
	Iteration 36Q: 3 clusters Score -6722426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6722432.000000 Penalty: 3528.066406
	Iteration 37Q: 3 clusters Score -6722432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6722446.000000 Penalty: 3528.066406
	Iteration 38Q: 3 clusters Score -6722446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6722440.500000 Penalty: 3528.066406
	Iteration 39Q: 3 clusters Score -6722440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6722441.500000 Penalty: 3528.066406
	Iteration 40F: 3 clusters Score -6722442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -6722433.000000 Penalty: 3528.066406
	Iteration 41Q: 3 clusters Score -6722433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6722435.000000 Penalty: 3528.066406
	Iteration 42Q: 3 clusters Score -6722435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6722436.500000 Penalty: 3528.066406
	Iteration 43Q: 3 clusters Score -6722436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6722442.000000 Penalty: 3528.066406
	Iteration 44Q: 3 clusters Score -6722442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6722439.000000 Penalty: 3528.066406
	Iteration 45Q: 3 clusters Score -6722439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -6722444.000000 Penalty: 3528.066406
	Iteration 46Q: 3 clusters Score -6722444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6722441.000000 Penalty: 3528.066406
	Iteration 47Q: 3 clusters Score -6722441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6722441.500000 Penalty: 3528.066406
	Iteration 48Q: 3 clusters Score -6722442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6722446.500000 Penalty: 3528.066406
	Iteration 49Q: 3 clusters Score -6722446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6722446.500000 Penalty: 3528.066406
	Iteration 50Q: 3 clusters Score -6722446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -6722451.500000 Penalty: 3528.066406
	Iteration 51Q: 3 clusters Score -6722452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -6722450.000000 Penalty: 3528.066406
	Iteration 52Q: 3 clusters Score -6722450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6722450.500000 Penalty: 3528.066406
	Iteration 53Q: 3 clusters Score -6722450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6722448.500000 Penalty: 3528.066406
	Iteration 54Q: 3 clusters Score -6722448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6722446.500000 Penalty: 3528.066406
	Iteration 55Q: 3 clusters Score -6722446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -6722449.500000 Penalty: 3528.066406
	Iteration 56Q: 3 clusters Score -6722450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6722451.500000 Penalty: 3528.066406
	Iteration 57Q: 3 clusters Score -6722452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6722450.500000 Penalty: 3528.066406
	Iteration 58Q: 3 clusters Score -6722450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6722448.500000 Penalty: 3528.066406
	Iteration 59Q: 3 clusters Score -6722448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6722450.000000 Penalty: 3528.066406
	Iteration 60F: 3 clusters Score -6722450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6722452.000000 Penalty: 3528.066406
	Iteration 61Q: 3 clusters Score -6722452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -6722456.500000 Penalty: 3528.066406
	Iteration 62Q: 3 clusters Score -6722456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6722459.000000 Penalty: 3528.066406
	Iteration 63Q: 3 clusters Score -6722459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6722459.000000 Penalty: 3528.066406
	Iteration 64F: 3 clusters Score -6722459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 47231 members 
Entering Unmasked Estep 
Score: -85919376.000000 Penalty: 87117.382812
Splitting cluster 26 changes total score from -85899648.000000 to -85919376.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (55301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Entering Unmasked Estep 
Score: -7383154.000000 Penalty: 1774.588867
	Iteration 0F: 2 clusters Score -7383154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7349113.000000 Penalty: 3549.177734
	Iteration 0F: 3 clusters Score -7349113 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7363862.500000 Penalty: 3549.177734
	Iteration 1F: 3 clusters Score -7363862 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -7364654.500000 Penalty: 3549.177734
	Iteration 2Q: 3 clusters Score -7364654 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7365956.000000 Penalty: 3549.177734
	Iteration 3Q: 3 clusters Score -7365956 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7368389.000000 Penalty: 3549.177734
	Iteration 4F: 3 clusters Score -7368389 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -7371987.500000 Penalty: 3549.177734
	Iteration 5F: 3 clusters Score -7371988 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -7376678.500000 Penalty: 3549.177734
	Iteration 6F: 3 clusters Score -7376678 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7381061.000000 Penalty: 3549.177734
	Iteration 7F: 3 clusters Score -7381061 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7383245.000000 Penalty: 3549.177734
	Iteration 8F: 3 clusters Score -7383245 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -7383729.000000 Penalty: 3549.177734
	Iteration 9Q: 3 clusters Score -7383729 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7383854.000000 Penalty: 3549.177734
	Iteration 10Q: 3 clusters Score -7383854 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -7383890.500000 Penalty: 3549.177734
	Iteration 11Q: 3 clusters Score -7383890 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7383896.500000 Penalty: 3549.177734
	Iteration 12Q: 3 clusters Score -7383896 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7383927.000000 Penalty: 3549.177734
	Iteration 13Q: 3 clusters Score -7383927 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7383881.000000 Penalty: 3549.177734
	Iteration 14Q: 3 clusters Score -7383881 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -7383848.500000 Penalty: 3549.177734
	Iteration 15Q: 3 clusters Score -7383848 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7383816.500000 Penalty: 3549.177734
	Iteration 16Q: 3 clusters Score -7383816 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -7383795.000000 Penalty: 3549.177734
	Iteration 17Q: 3 clusters Score -7383795 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7383762.000000 Penalty: 3549.177734
	Iteration 18Q: 3 clusters Score -7383762 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -7383757.000000 Penalty: 3549.177734
	Iteration 19Q: 3 clusters Score -7383757 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -7383735.000000 Penalty: 3549.177734
	Iteration 20F: 3 clusters Score -7383735 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -7383684.000000 Penalty: 3549.177734
	Iteration 21Q: 3 clusters Score -7383684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -7383636.500000 Penalty: 3549.177734
	Iteration 22Q: 3 clusters Score -7383636 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -7383622.500000 Penalty: 3549.177734
	Iteration 23Q: 3 clusters Score -7383622 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -7383587.000000 Penalty: 3549.177734
	Iteration 24Q: 3 clusters Score -7383587 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7383579.500000 Penalty: 3549.177734
	Iteration 25Q: 3 clusters Score -7383580 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7383533.500000 Penalty: 3549.177734
	Iteration 26Q: 3 clusters Score -7383534 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7383494.500000 Penalty: 3549.177734
	Iteration 27Q: 3 clusters Score -7383494 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -7383450.500000 Penalty: 3549.177734
	Iteration 28Q: 3 clusters Score -7383450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -7383443.000000 Penalty: 3549.177734
	Iteration 29Q: 3 clusters Score -7383443 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -7383429.000000 Penalty: 3549.177734
	Iteration 30Q: 3 clusters Score -7383429 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7383411.500000 Penalty: 3549.177734
	Iteration 31Q: 3 clusters Score -7383412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -7383353.500000 Penalty: 3549.177734
	Iteration 32Q: 3 clusters Score -7383354 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7383334.500000 Penalty: 3549.177734
	Iteration 33Q: 3 clusters Score -7383334 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -7383303.000000 Penalty: 3549.177734
	Iteration 34Q: 3 clusters Score -7383303 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -7383265.500000 Penalty: 3549.177734
	Iteration 35Q: 3 clusters Score -7383266 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -7383232.500000 Penalty: 3549.177734
	Iteration 36Q: 3 clusters Score -7383232 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -7383195.500000 Penalty: 3549.177734
	Iteration 37Q: 3 clusters Score -7383196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7383150.500000 Penalty: 3549.177734
	Iteration 38Q: 3 clusters Score -7383150 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7383143.500000 Penalty: 3549.177734
	Iteration 39Q: 3 clusters Score -7383144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -7383124.500000 Penalty: 3549.177734
	Iteration 40F: 3 clusters Score -7383124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -7383117.500000 Penalty: 3549.177734
	Iteration 41Q: 3 clusters Score -7383118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7383092.500000 Penalty: 3549.177734
	Iteration 42Q: 3 clusters Score -7383092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -7383090.000000 Penalty: 3549.177734
	Iteration 43Q: 3 clusters Score -7383090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -7383077.000000 Penalty: 3549.177734
	Iteration 44Q: 3 clusters Score -7383077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -7383076.000000 Penalty: 3549.177734
	Iteration 45Q: 3 clusters Score -7383076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7383058.500000 Penalty: 3549.177734
	Iteration 46Q: 3 clusters Score -7383058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -7383031.000000 Penalty: 3549.177734
	Iteration 47Q: 3 clusters Score -7383031 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -7382965.000000 Penalty: 3549.177734
	Iteration 48Q: 3 clusters Score -7382965 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7382990.500000 Penalty: 3549.177734
	Iteration 49Q: 3 clusters Score -7382990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -7383002.500000 Penalty: 3549.177734
	Iteration 50Q: 3 clusters Score -7383002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -7382980.500000 Penalty: 3549.177734
	Iteration 51Q: 3 clusters Score -7382980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -7382937.000000 Penalty: 3549.177734
	Iteration 52Q: 3 clusters Score -7382937 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -7382911.000000 Penalty: 3549.177734
	Iteration 53Q: 3 clusters Score -7382911 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7382888.500000 Penalty: 3549.177734
	Iteration 54Q: 3 clusters Score -7382888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -7382866.500000 Penalty: 3549.177734
	Iteration 55Q: 3 clusters Score -7382866 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7382850.500000 Penalty: 3549.177734
	Iteration 56Q: 3 clusters Score -7382850 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -7382820.500000 Penalty: 3549.177734
	Iteration 57Q: 3 clusters Score -7382820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -7382780.000000 Penalty: 3549.177734
	Iteration 58Q: 3 clusters Score -7382780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7382765.500000 Penalty: 3549.177734
	Iteration 59Q: 3 clusters Score -7382766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -7382770.500000 Penalty: 3549.177734
	Iteration 60F: 3 clusters Score -7382770 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7382732.000000 Penalty: 3549.177734
	Iteration 61Q: 3 clusters Score -7382732 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7382727.000000 Penalty: 3549.177734
	Iteration 62Q: 3 clusters Score -7382727 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -7382693.500000 Penalty: 3549.177734
	Iteration 63Q: 3 clusters Score -7382694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -7382680.000000 Penalty: 3549.177734
	Iteration 64Q: 3 clusters Score -7382680 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -7382671.500000 Penalty: 3549.177734
	Iteration 65Q: 3 clusters Score -7382672 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7382622.500000 Penalty: 3549.177734
	Iteration 66Q: 3 clusters Score -7382622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -7382610.500000 Penalty: 3549.177734
	Iteration 67Q: 3 clusters Score -7382610 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7382602.000000 Penalty: 3549.177734
	Iteration 68Q: 3 clusters Score -7382602 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -7382621.500000 Penalty: 3549.177734
	Iteration 69Q: 3 clusters Score -7382622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -7382601.500000 Penalty: 3549.177734
	Iteration 70Q: 3 clusters Score -7382602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7382576.500000 Penalty: 3549.177734
	Iteration 71Q: 3 clusters Score -7382576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -7382560.500000 Penalty: 3549.177734
	Iteration 72Q: 3 clusters Score -7382560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -7382557.000000 Penalty: 3549.177734
	Iteration 73Q: 3 clusters Score -7382557 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7382527.000000 Penalty: 3549.177734
	Iteration 74Q: 3 clusters Score -7382527 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -7382490.000000 Penalty: 3549.177734
	Iteration 75Q: 3 clusters Score -7382490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -7382478.000000 Penalty: 3549.177734
	Iteration 76Q: 3 clusters Score -7382478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7382490.000000 Penalty: 3549.177734
	Iteration 77Q: 3 clusters Score -7382490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -7382481.500000 Penalty: 3549.177734
	Iteration 78Q: 3 clusters Score -7382482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -7382485.000000 Penalty: 3549.177734
	Iteration 79Q: 3 clusters Score -7382485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -7382473.500000 Penalty: 3549.177734
	Iteration 80F: 3 clusters Score -7382474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -7382476.000000 Penalty: 3549.177734
	Iteration 81Q: 3 clusters Score -7382476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -7382477.500000 Penalty: 3549.177734
	Iteration 82Q: 3 clusters Score -7382478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7382469.000000 Penalty: 3549.177734
	Iteration 83Q: 3 clusters Score -7382469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -7382461.500000 Penalty: 3549.177734
	Iteration 84Q: 3 clusters Score -7382462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -7382460.000000 Penalty: 3549.177734
	Iteration 85Q: 3 clusters Score -7382460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -7382458.500000 Penalty: 3549.177734
	Iteration 86Q: 3 clusters Score -7382458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -7382446.000000 Penalty: 3549.177734
	Iteration 87Q: 3 clusters Score -7382446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -7382448.500000 Penalty: 3549.177734
	Iteration 88Q: 3 clusters Score -7382448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -7382450.000000 Penalty: 3549.177734
	Iteration 89Q: 3 clusters Score -7382450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7382449.000000 Penalty: 3549.177734
	Iteration 90Q: 3 clusters Score -7382449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -7382456.500000 Penalty: 3549.177734
	Iteration 91Q: 3 clusters Score -7382456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -7382462.500000 Penalty: 3549.177734
	Iteration 92Q: 3 clusters Score -7382462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -7382467.500000 Penalty: 3549.177734
	Iteration 93Q: 3 clusters Score -7382468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -7382466.000000 Penalty: 3549.177734
	Iteration 94Q: 3 clusters Score -7382466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -7382459.500000 Penalty: 3549.177734
	Iteration 95Q: 3 clusters Score -7382460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -7382468.000000 Penalty: 3549.177734
	Iteration 96Q: 3 clusters Score -7382468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7382460.000000 Penalty: 3549.177734
	Iteration 97Q: 3 clusters Score -7382460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7382461.000000 Penalty: 3549.177734
	Iteration 98Q: 3 clusters Score -7382461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -7382454.000000 Penalty: 3549.177734
	Iteration 99Q: 3 clusters Score -7382454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -7382454.000000 Penalty: 3549.177734
	Iteration 100F: 3 clusters Score -7382454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -7382451.500000 Penalty: 3549.177734
	Iteration 101Q: 3 clusters Score -7382452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -7382451.500000 Penalty: 3549.177734
	Iteration 102Q: 3 clusters Score -7382452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -7382451.000000 Penalty: 3549.177734
	Iteration 103Q: 3 clusters Score -7382451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -7382446.500000 Penalty: 3549.177734
	Iteration 104Q: 3 clusters Score -7382446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -7382446.500000 Penalty: 3549.177734
	Iteration 105F: 3 clusters Score -7382446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -247115.140625 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -247115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245029.609375 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -245029.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245519.531250 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -245519.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245663.593750 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -245663.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245768.359375 Penalty: 2469.153809
	Iteration 3F: 3 clusters Score -245768.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -245855.625000 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -245855.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -245968.656250 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -245968.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -246081.359375 Penalty: 2469.153809
	Iteration 6F: 3 clusters Score -246081.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -246172.078125 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -246172.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -246246.234375 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -246246.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -246302.500000 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -246302.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -246341.453125 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -246341.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -246386.765625 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -246386.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -246431.078125 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -246431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -246473.468750 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -246473.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -246496.765625 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -246496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -246506.265625 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -246506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -246515.781250 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -246515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -246520.703125 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -246520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -246524.218750 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -246524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -246527.453125 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -246527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -246529.796875 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -246529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -246531.453125 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -246531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -246534.031250 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -246534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -246536.750000 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -246536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -246538.687500 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -246538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -246539.437500 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -246539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -246539.437500 Penalty: 2469.153809
	Iteration 26F: 3 clusters Score -246539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (97627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Entering Unmasked Estep 
Score: -12888266.000000 Penalty: 1866.947876
	Iteration 0F: 2 clusters Score -1.288827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -12830068.000000 Penalty: 3733.895752
	Iteration 0F: 3 clusters Score -1.283007e+07 nChanged 46712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -12858431.000000 Penalty: 3733.895752
	Iteration 1F: 3 clusters Score -1.285843e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -12860489.000000 Penalty: 3733.895752
	Iteration 2Q: 3 clusters Score -1.286049e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -12863616.000000 Penalty: 3733.895752
	Iteration 3F: 3 clusters Score -1.286362e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -12868100.000000 Penalty: 3733.895752
	Iteration 4F: 3 clusters Score -1.28681e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -12873991.000000 Penalty: 3733.895752
	Iteration 5F: 3 clusters Score -1.287399e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -12879723.000000 Penalty: 3733.895752
	Iteration 6F: 3 clusters Score -1.287972e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -12883545.000000 Penalty: 3733.895752
	Iteration 7F: 3 clusters Score -1.288354e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -12885289.000000 Penalty: 3733.895752
	Iteration 8Q: 3 clusters Score -1.288529e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -12885835.000000 Penalty: 3733.895752
	Iteration 9Q: 3 clusters Score -1.288584e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -12886167.000000 Penalty: 3733.895752
	Iteration 10Q: 3 clusters Score -1.288617e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -12886355.000000 Penalty: 3733.895752
	Iteration 11Q: 3 clusters Score -1.288636e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -12886542.000000 Penalty: 3733.895752
	Iteration 12Q: 3 clusters Score -1.288654e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -12886722.000000 Penalty: 3733.895752
	Iteration 13Q: 3 clusters Score -1.288672e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -12886845.000000 Penalty: 3733.895752
	Iteration 14Q: 3 clusters Score -1.288684e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -12886986.000000 Penalty: 3733.895752
	Iteration 15Q: 3 clusters Score -1.288699e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -12887147.000000 Penalty: 3733.895752
	Iteration 16Q: 3 clusters Score -1.288715e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -12887507.000000 Penalty: 3733.895752
	Iteration 17Q: 3 clusters Score -1.288751e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -12887737.000000 Penalty: 3733.895752
	Iteration 18Q: 3 clusters Score -1.288774e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -12887979.000000 Penalty: 3733.895752
	Iteration 19Q: 3 clusters Score -1.288798e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -12888089.000000 Penalty: 3733.895752
	Iteration 20F: 3 clusters Score -1.288809e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -12888308.000000 Penalty: 3733.895752
	Iteration 21Q: 3 clusters Score -1.288831e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -12888404.000000 Penalty: 3733.895752
	Iteration 22Q: 3 clusters Score -1.28884e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -12888525.000000 Penalty: 3733.895752
	Iteration 23Q: 3 clusters Score -1.288852e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -12888591.000000 Penalty: 3733.895752
	Iteration 24Q: 3 clusters Score -1.288859e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -12888593.000000 Penalty: 3733.895752
	Iteration 25Q: 3 clusters Score -1.288859e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -12888707.000000 Penalty: 3733.895752
	Iteration 26Q: 3 clusters Score -1.288871e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -12888820.000000 Penalty: 3733.895752
	Iteration 27Q: 3 clusters Score -1.288882e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -12888979.000000 Penalty: 3733.895752
	Iteration 28Q: 3 clusters Score -1.288898e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -12889070.000000 Penalty: 3733.895752
	Iteration 29Q: 3 clusters Score -1.288907e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -12889134.000000 Penalty: 3733.895752
	Iteration 30Q: 3 clusters Score -1.288913e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -12889260.000000 Penalty: 3733.895752
	Iteration 31Q: 3 clusters Score -1.288926e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -12889446.000000 Penalty: 3733.895752
	Iteration 32Q: 3 clusters Score -1.288945e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -12889568.000000 Penalty: 3733.895752
	Iteration 33Q: 3 clusters Score -1.288957e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -12889685.000000 Penalty: 3733.895752
	Iteration 34Q: 3 clusters Score -1.288968e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -12889758.000000 Penalty: 3733.895752
	Iteration 35Q: 3 clusters Score -1.288976e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -12889873.000000 Penalty: 3733.895752
	Iteration 36Q: 3 clusters Score -1.288987e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -12889942.000000 Penalty: 3733.895752
	Iteration 37Q: 3 clusters Score -1.288994e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -12890005.000000 Penalty: 3733.895752
	Iteration 38Q: 3 clusters Score -1.289e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -12889991.000000 Penalty: 3733.895752
	Iteration 39Q: 3 clusters Score -1.288999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -12890013.000000 Penalty: 3733.895752
	Iteration 40F: 3 clusters Score -1.289001e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -12890016.000000 Penalty: 3733.895752
	Iteration 41Q: 3 clusters Score -1.289002e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -12890008.000000 Penalty: 3733.895752
	Iteration 42Q: 3 clusters Score -1.289001e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -12890012.000000 Penalty: 3733.895752
	Iteration 43Q: 3 clusters Score -1.289001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -12890007.000000 Penalty: 3733.895752
	Iteration 44Q: 3 clusters Score -1.289001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -12890006.000000 Penalty: 3733.895752
	Iteration 45Q: 3 clusters Score -1.289001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -12890015.000000 Penalty: 3733.895752
	Iteration 46Q: 3 clusters Score -1.289002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -12890014.000000 Penalty: 3733.895752
	Iteration 47Q: 3 clusters Score -1.289001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -12890005.000000 Penalty: 3733.895752
	Iteration 48Q: 3 clusters Score -1.289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -12890009.000000 Penalty: 3733.895752
	Iteration 49Q: 3 clusters Score -1.289001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -12890008.000000 Penalty: 3733.895752
	Iteration 50Q: 3 clusters Score -1.289001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -12890014.000000 Penalty: 3733.895752
	Iteration 51Q: 3 clusters Score -1.289001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -12890033.000000 Penalty: 3733.895752
	Iteration 52Q: 3 clusters Score -1.289003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -12890035.000000 Penalty: 3733.895752
	Iteration 53Q: 3 clusters Score -1.289004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -12890042.000000 Penalty: 3733.895752
	Iteration 54Q: 3 clusters Score -1.289004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -12890045.000000 Penalty: 3733.895752
	Iteration 55Q: 3 clusters Score -1.289004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -12890053.000000 Penalty: 3733.895752
	Iteration 56Q: 3 clusters Score -1.289005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -12890050.000000 Penalty: 3733.895752
	Iteration 57Q: 3 clusters Score -1.289005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -12890042.000000 Penalty: 3733.895752
	Iteration 58Q: 3 clusters Score -1.289004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -12890043.000000 Penalty: 3733.895752
	Iteration 59Q: 3 clusters Score -1.289004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -12890052.000000 Penalty: 3733.895752
	Iteration 60F: 3 clusters Score -1.289005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -12890054.000000 Penalty: 3733.895752
	Iteration 61Q: 3 clusters Score -1.289005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -12890055.000000 Penalty: 3733.895752
	Iteration 62Q: 3 clusters Score -1.289006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -12890052.000000 Penalty: 3733.895752
	Iteration 63Q: 3 clusters Score -1.289005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -12890053.000000 Penalty: 3733.895752
	Iteration 64Q: 3 clusters Score -1.289005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -12890072.000000 Penalty: 3733.895752
	Iteration 65Q: 3 clusters Score -1.289007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -12890076.000000 Penalty: 3733.895752
	Iteration 66Q: 3 clusters Score -1.289008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -12890073.000000 Penalty: 3733.895752
	Iteration 67Q: 3 clusters Score -1.289007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -12890065.000000 Penalty: 3733.895752
	Iteration 68Q: 3 clusters Score -1.289006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -12890086.000000 Penalty: 3733.895752
	Iteration 69Q: 3 clusters Score -1.289009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -12890087.000000 Penalty: 3733.895752
	Iteration 70Q: 3 clusters Score -1.289009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -12890086.000000 Penalty: 3733.895752
	Iteration 71Q: 3 clusters Score -1.289009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -12890083.000000 Penalty: 3733.895752
	Iteration 72Q: 3 clusters Score -1.289008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -12890090.000000 Penalty: 3733.895752
	Iteration 73Q: 3 clusters Score -1.289009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -12890102.000000 Penalty: 3733.895752
	Iteration 74Q: 3 clusters Score -1.28901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -12890097.000000 Penalty: 3733.895752
	Iteration 75Q: 3 clusters Score -1.28901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -12890090.000000 Penalty: 3733.895752
	Iteration 76Q: 3 clusters Score -1.289009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -12890084.000000 Penalty: 3733.895752
	Iteration 77Q: 3 clusters Score -1.289008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -12890096.000000 Penalty: 3733.895752
	Iteration 78Q: 3 clusters Score -1.28901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -12890095.000000 Penalty: 3733.895752
	Iteration 79Q: 3 clusters Score -1.28901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -12890088.000000 Penalty: 3733.895752
	Iteration 80F: 3 clusters Score -1.289009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -12890097.000000 Penalty: 3733.895752
	Iteration 81Q: 3 clusters Score -1.28901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -12890093.000000 Penalty: 3733.895752
	Iteration 82Q: 3 clusters Score -1.289009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -12890097.000000 Penalty: 3733.895752
	Iteration 83Q: 3 clusters Score -1.28901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -12890099.000000 Penalty: 3733.895752
	Iteration 84Q: 3 clusters Score -1.28901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -12890098.000000 Penalty: 3733.895752
	Iteration 85Q: 3 clusters Score -1.28901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -12890101.000000 Penalty: 3733.895752
	Iteration 86Q: 3 clusters Score -1.28901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -12890120.000000 Penalty: 3733.895752
	Iteration 87Q: 3 clusters Score -1.289012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -12890125.000000 Penalty: 3733.895752
	Iteration 88Q: 3 clusters Score -1.289012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -12890123.000000 Penalty: 3733.895752
	Iteration 89Q: 3 clusters Score -1.289012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -12890119.000000 Penalty: 3733.895752
	Iteration 90Q: 3 clusters Score -1.289012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -12890114.000000 Penalty: 3733.895752
	Iteration 91Q: 3 clusters Score -1.289011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -12890117.000000 Penalty: 3733.895752
	Iteration 92Q: 3 clusters Score -1.289012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -12890117.000000 Penalty: 3733.895752
	Iteration 93Q: 3 clusters Score -1.289012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -12890106.000000 Penalty: 3733.895752
	Iteration 94Q: 3 clusters Score -1.289011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -12890109.000000 Penalty: 3733.895752
	Iteration 95Q: 3 clusters Score -1.289011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -12890106.000000 Penalty: 3733.895752
	Iteration 96Q: 3 clusters Score -1.289011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -12890100.000000 Penalty: 3733.895752
	Iteration 97Q: 3 clusters Score -1.28901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -12890104.000000 Penalty: 3733.895752
	Iteration 98Q: 3 clusters Score -1.28901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -12890104.000000 Penalty: 3733.895752
	Iteration 99F: 3 clusters Score -1.28901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 7221 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 47231 members 
Mstep: Class 41 contains 90406 members 
Entering Unmasked Estep 
Score: -85921360.000000 Penalty: 89295.312500
Splitting cluster 29 changes total score from -85899648.000000 to -85921360.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 30 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -44038.562500 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -44038.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43070.425781 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -43070.43 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43334.632812 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -43334.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43452.902344 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -43452.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43521.675781 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -43521.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43574.285156 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -43574.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43607.070312 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -43607.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43627.531250 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -43627.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43658.820312 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -43658.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43680.460938 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -43680.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43684.246094 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -43684.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43687.527344 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -43687.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43699.812500 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -43699.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43703.308594 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -43703.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43704.113281 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -43704.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43704.113281 Penalty: 1995.462402
	Iteration 14F: 3 clusters Score -43704.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -35533.089844 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -35533.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34904.867188 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -34904.87 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35379.410156 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -35379.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35559.273438 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -35559.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35667.722656 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -35667.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35738.101562 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -35738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35780.699219 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -35780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35842.476562 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -35842.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35962.656250 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -35962.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36023.023438 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -36023.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36058.519531 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -36058.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36129.781250 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -36129.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36177.511719 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -36177.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36207.457031 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -36207.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36224.660156 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -36224.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36247.359375 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -36247.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36301.265625 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -36301.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36360.027344 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -36360.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36394.136719 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -36394.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36437.503906 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -36437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36470.527344 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -36470.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36474.328125 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -36474.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36483.195312 Penalty: 1936.488037
	Iteration 21Q: 3 clusters Score -36483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36488.792969 Penalty: 1936.488037
	Iteration 22Q: 3 clusters Score -36488.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36499.265625 Penalty: 1936.488037
	Iteration 23Q: 3 clusters Score -36499.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36499.265625 Penalty: 1936.488037
	Iteration 24F: 3 clusters Score -36499.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 7221 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 187 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 47231 members 
Mstep: Class 41 contains 90406 members 
Mstep: Class 42 contains 200 members 
Entering Unmasked Estep 
Score: -85921104.000000 Penalty: 91473.250000
Splitting cluster 31 changes total score from -85899648.000000 to -85921104.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -56823.355469 Penalty: 1065.707153
	Iteration 0F: 2 clusters Score -56823.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55690.648438 Penalty: 2131.414307
	Iteration 0F: 3 clusters Score -55690.65 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56122.125000 Penalty: 2131.414307
	Iteration 1F: 3 clusters Score -56122.12 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56471.667969 Penalty: 2131.414307
	Iteration 2F: 3 clusters Score -56471.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56837.179688 Penalty: 2131.414307
	Iteration 3F: 3 clusters Score -56837.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57165.683594 Penalty: 2131.414307
	Iteration 4F: 3 clusters Score -57165.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57404.964844 Penalty: 2131.414307
	Iteration 5Q: 3 clusters Score -57404.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57659.617188 Penalty: 2131.414307
	Iteration 6Q: 3 clusters Score -57659.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57760.332031 Penalty: 2131.414307
	Iteration 7Q: 3 clusters Score -57760.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57812.535156 Penalty: 2131.414307
	Iteration 8Q: 3 clusters Score -57812.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57844.882812 Penalty: 2131.414307
	Iteration 9Q: 3 clusters Score -57844.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57854.753906 Penalty: 2131.414307
	Iteration 10Q: 3 clusters Score -57854.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57858.296875 Penalty: 2131.414307
	Iteration 11Q: 3 clusters Score -57858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57859.843750 Penalty: 2131.414307
	Iteration 12Q: 3 clusters Score -57859.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57864.824219 Penalty: 2131.414307
	Iteration 13F: 3 clusters Score -57864.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57878.378906 Penalty: 2131.414307
	Iteration 14Q: 3 clusters Score -57878.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57881.421875 Penalty: 2131.414307
	Iteration 15Q: 3 clusters Score -57881.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57881.421875 Penalty: 2131.414307
	Iteration 16F: 3 clusters Score -57881.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 7221 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 187 members 
Mstep: Class 32 contains 339 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 52366 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 47231 members 
Mstep: Class 41 contains 90406 members 
Mstep: Class 42 contains 200 members 
Mstep: Class 43 contains 366 members 
Entering Unmasked Estep 
Score: -85921032.000000 Penalty: 93651.179688
Splitting cluster 32 changes total score from -85899648.000000 to -85921032.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -51021.179688 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -51021.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50056.144531 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -50056.14 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50294.906250 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -50294.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50358.960938 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -50358.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50388.257812 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -50388.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50404.312500 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -50404.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50408.250000 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -50408.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50409.007812 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -50409.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50412.269531 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -50412.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50414.488281 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -50414.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50414.984375 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -50414.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50416.082031 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -50416.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50416.082031 Penalty: 1999.638184
	Iteration 11F: 3 clusters Score -50416.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Entering Unmasked Estep 
Score: -2713013.250000 Penalty: 1580.305786
	Iteration 0F: 2 clusters Score -2713013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2701720.500000 Penalty: 3160.611572
	Iteration 0F: 3 clusters Score -2701720 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2706039.000000 Penalty: 3160.611572
	Iteration 1F: 3 clusters Score -2706039 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2706863.500000 Penalty: 3160.611572
	Iteration 2F: 3 clusters Score -2706864 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2707912.000000 Penalty: 3160.611572
	Iteration 3F: 3 clusters Score -2707912 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2709046.250000 Penalty: 3160.611572
	Iteration 4F: 3 clusters Score -2709046 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2709944.250000 Penalty: 3160.611572
	Iteration 5F: 3 clusters Score -2709944 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2710561.250000 Penalty: 3160.611572
	Iteration 6F: 3 clusters Score -2710561 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2710863.500000 Penalty: 3160.611572
	Iteration 7Q: 3 clusters Score -2710864 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2710995.750000 Penalty: 3160.611572
	Iteration 8Q: 3 clusters Score -2710996 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2711084.500000 Penalty: 3160.611572
	Iteration 9Q: 3 clusters Score -2711084 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2711150.250000 Penalty: 3160.611572
	Iteration 10Q: 3 clusters Score -2711150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2711216.000000 Penalty: 3160.611572
	Iteration 11Q: 3 clusters Score -2711216 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2711266.750000 Penalty: 3160.611572
	Iteration 12Q: 3 clusters Score -2711267 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2711332.000000 Penalty: 3160.611572
	Iteration 13Q: 3 clusters Score -2711332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2711360.500000 Penalty: 3160.611572
	Iteration 14Q: 3 clusters Score -2711360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2711399.500000 Penalty: 3160.611572
	Iteration 15Q: 3 clusters Score -2711400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2711443.250000 Penalty: 3160.611572
	Iteration 16Q: 3 clusters Score -2711443 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2711496.750000 Penalty: 3160.611572
	Iteration 17Q: 3 clusters Score -2711497 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2711551.000000 Penalty: 3160.611572
	Iteration 18Q: 3 clusters Score -2711551 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2711592.750000 Penalty: 3160.611572
	Iteration 19Q: 3 clusters Score -2711593 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2711617.000000 Penalty: 3160.611572
	Iteration 20F: 3 clusters Score -2711617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2711645.250000 Penalty: 3160.611572
	Iteration 21Q: 3 clusters Score -2711645 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2711664.750000 Penalty: 3160.611572
	Iteration 22Q: 3 clusters Score -2711665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2711690.750000 Penalty: 3160.611572
	Iteration 23Q: 3 clusters Score -2711691 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2711707.750000 Penalty: 3160.611572
	Iteration 24Q: 3 clusters Score -2711708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2711728.000000 Penalty: 3160.611572
	Iteration 25Q: 3 clusters Score -2711728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2711742.750000 Penalty: 3160.611572
	Iteration 26Q: 3 clusters Score -2711743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2711764.750000 Penalty: 3160.611572
	Iteration 27Q: 3 clusters Score -2711765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2711769.000000 Penalty: 3160.611572
	Iteration 28Q: 3 clusters Score -2711769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2711785.250000 Penalty: 3160.611572
	Iteration 29Q: 3 clusters Score -2711785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2711811.750000 Penalty: 3160.611572
	Iteration 30Q: 3 clusters Score -2711812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2711817.000000 Penalty: 3160.611572
	Iteration 31Q: 3 clusters Score -2711817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2711828.500000 Penalty: 3160.611572
	Iteration 32Q: 3 clusters Score -2711828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2711832.500000 Penalty: 3160.611572
	Iteration 33Q: 3 clusters Score -2711832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2711834.250000 Penalty: 3160.611572
	Iteration 34Q: 3 clusters Score -2711834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2711836.750000 Penalty: 3160.611572
	Iteration 35Q: 3 clusters Score -2711837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2711847.000000 Penalty: 3160.611572
	Iteration 36Q: 3 clusters Score -2711847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2711839.750000 Penalty: 3160.611572
	Iteration 37Q: 3 clusters Score -2711840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2711843.750000 Penalty: 3160.611572
	Iteration 38Q: 3 clusters Score -2711844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2711848.500000 Penalty: 3160.611572
	Iteration 39Q: 3 clusters Score -2711848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2711853.500000 Penalty: 3160.611572
	Iteration 40F: 3 clusters Score -2711854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2711860.000000 Penalty: 3160.611572
	Iteration 41Q: 3 clusters Score -2711860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2711861.000000 Penalty: 3160.611572
	Iteration 42Q: 3 clusters Score -2711861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2711861.750000 Penalty: 3160.611572
	Iteration 43Q: 3 clusters Score -2711862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2711870.500000 Penalty: 3160.611572
	Iteration 44Q: 3 clusters Score -2711870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2711871.000000 Penalty: 3160.611572
	Iteration 45Q: 3 clusters Score -2711871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2711873.750000 Penalty: 3160.611572
	Iteration 46Q: 3 clusters Score -2711874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2711876.000000 Penalty: 3160.611572
	Iteration 47Q: 3 clusters Score -2711876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2711876.250000 Penalty: 3160.611572
	Iteration 48Q: 3 clusters Score -2711876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2711871.500000 Penalty: 3160.611572
	Iteration 49Q: 3 clusters Score -2711872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2711877.250000 Penalty: 3160.611572
	Iteration 50Q: 3 clusters Score -2711877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2711873.250000 Penalty: 3160.611572
	Iteration 51Q: 3 clusters Score -2711873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2711880.250000 Penalty: 3160.611572
	Iteration 52Q: 3 clusters Score -2711880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2711875.500000 Penalty: 3160.611572
	Iteration 53Q: 3 clusters Score -2711876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2711885.750000 Penalty: 3160.611572
	Iteration 54Q: 3 clusters Score -2711886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2711876.250000 Penalty: 3160.611572
	Iteration 55Q: 3 clusters Score -2711876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2711885.000000 Penalty: 3160.611572
	Iteration 56Q: 3 clusters Score -2711885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2711888.250000 Penalty: 3160.611572
	Iteration 57Q: 3 clusters Score -2711888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2711885.000000 Penalty: 3160.611572
	Iteration 58Q: 3 clusters Score -2711885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2711885.000000 Penalty: 3160.611572
	Iteration 59F: 3 clusters Score -2711885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 50418 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 80351 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 67204 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 55301 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 7221 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 187 members 
Mstep: Class 32 contains 339 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933304.000000 Penalty: 93651.179688
Iteration 79Q: 44 clusters Score -8.59333e+07 nChanged 23776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 16742 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 58467 members 
Mstep: Class 13 contains 17376 members 
Mstep: Class 14 contains 94372 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 176 members 
Mstep: Class 18 contains 22231 members 
Mstep: Class 19 contains 80041 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 67171 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 51729 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 7626 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 187 members 
Mstep: Class 32 contains 359 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16777 members 
Mstep: Class 35 contains 48270 members 
Mstep: Class 36 contains 277 members 
Mstep: Class 37 contains 4575 members 
Mstep: Class 38 contains 1255 members 
Mstep: Class 39 contains 1142 members 
Mstep: Class 40 contains 45054 members 
Mstep: Class 41 contains 89171 members 
Mstep: Class 42 contains 200 members 
Mstep: Class 43 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941344.000000 Penalty: 93651.179688
Iteration 80F: 44 clusters Score -8.594134e+07 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 16420 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 11 contains 8570 members 
Mstep: Class 12 contains 64556 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 14 contains 93395 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 174 members 
Mstep: Class 18 contains 21949 members 
Mstep: Class 19 contains 77416 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 66314 members 
Mstep: Class 23 contains 816 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 47577 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 188 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16517 members 
Mstep: Class 35 contains 50043 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5008 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 1385 members 
Mstep: Class 40 contains 44340 members 
Mstep: Class 41 contains 90344 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 43 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943960.000000 Penalty: 93651.179688
Iteration 81Q: 44 clusters Score -8.594396e+07 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 463 members 
Mstep: Class 11 contains 8883 members 
Mstep: Class 12 contains 70165 members 
Mstep: Class 13 contains 17527 members 
Mstep: Class 14 contains 91938 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21763 members 
Mstep: Class 19 contains 74927 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 65608 members 
Mstep: Class 23 contains 829 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 367 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 44066 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 8205 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16375 members 
Mstep: Class 35 contains 52091 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 5208 members 
Mstep: Class 38 contains 1299 members 
Mstep: Class 39 contains 1529 members 
Mstep: Class 40 contains 43758 members 
Mstep: Class 41 contains 91045 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944712.000000 Penalty: 93651.179688
Iteration 82Q: 44 clusters Score -8.594471e+07 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 8614 members 
Mstep: Class 5 contains 15859 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 90574 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 21617 members 
Mstep: Class 19 contains 72327 members 
Mstep: Class 20 contains 5121 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 65019 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 41325 members 
Mstep: Class 28 contains 2017 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16275 members 
Mstep: Class 35 contains 54314 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 5287 members 
Mstep: Class 38 contains 1316 members 
Mstep: Class 39 contains 1612 members 
Mstep: Class 40 contains 43274 members 
Mstep: Class 41 contains 91405 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944368.000000 Penalty: 93651.179688
Iteration 83Q: 44 clusters Score -8.594437e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 15627 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 79090 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 89173 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 171 members 
Mstep: Class 18 contains 21505 members 
Mstep: Class 19 contains 69856 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64524 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 5404 members 
Mstep: Class 27 contains 39053 members 
Mstep: Class 28 contains 2030 members 
Mstep: Class 29 contains 8834 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16206 members 
Mstep: Class 35 contains 56712 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5339 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 1672 members 
Mstep: Class 40 contains 42870 members 
Mstep: Class 41 contains 91513 members 
Mstep: Class 42 contains 282 members 
Mstep: Class 43 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943608.000000 Penalty: 93651.179688
Iteration 84Q: 44 clusters Score -8.594361e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 15410 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 82630 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 87934 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 170 members 
Mstep: Class 18 contains 21432 members 
Mstep: Class 19 contains 67500 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64142 members 
Mstep: Class 23 contains 858 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 5630 members 
Mstep: Class 27 contains 37237 members 
Mstep: Class 28 contains 2039 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 195 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16167 members 
Mstep: Class 35 contains 58961 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5364 members 
Mstep: Class 38 contains 1328 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 40 contains 42496 members 
Mstep: Class 41 contains 91415 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940408.000000 Penalty: 93651.179688
Iteration 85Q: 44 clusters Score -8.594041e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 9784 members 
Mstep: Class 12 contains 85385 members 
Mstep: Class 13 contains 18035 members 
Mstep: Class 14 contains 86978 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 173 members 
Mstep: Class 18 contains 21395 members 
Mstep: Class 19 contains 65707 members 
Mstep: Class 20 contains 5124 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63918 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 5879 members 
Mstep: Class 27 contains 35001 members 
Mstep: Class 28 contains 2051 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16146 members 
Mstep: Class 35 contains 61371 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5376 members 
Mstep: Class 38 contains 1332 members 
Mstep: Class 39 contains 1738 members 
Mstep: Class 40 contains 42224 members 
Mstep: Class 41 contains 91263 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936336.000000 Penalty: 93651.179688
Iteration 86Q: 44 clusters Score -8.593634e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 15115 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 87240 members 
Mstep: Class 13 contains 18096 members 
Mstep: Class 14 contains 86173 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 174 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 64495 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63763 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 32810 members 
Mstep: Class 28 contains 2066 members 
Mstep: Class 29 contains 9716 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16136 members 
Mstep: Class 35 contains 63711 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 5384 members 
Mstep: Class 38 contains 1334 members 
Mstep: Class 39 contains 1749 members 
Mstep: Class 40 contains 41995 members 
Mstep: Class 41 contains 91123 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932840.000000 Penalty: 93651.179688
Iteration 87Q: 44 clusters Score -8.593284e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 15086 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 88165 members 
Mstep: Class 13 contains 18174 members 
Mstep: Class 14 contains 85471 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 21332 members 
Mstep: Class 19 contains 63882 members 
Mstep: Class 20 contains 5124 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63640 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 6337 members 
Mstep: Class 27 contains 30937 members 
Mstep: Class 28 contains 2075 members 
Mstep: Class 29 contains 9982 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16129 members 
Mstep: Class 35 contains 65797 members 
Mstep: Class 36 contains 308 members 
Mstep: Class 37 contains 5396 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 1753 members 
Mstep: Class 40 contains 41791 members 
Mstep: Class 41 contains 91043 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930688.000000 Penalty: 93651.179688
Iteration 88Q: 44 clusters Score -8.593069e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 15069 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 88441 members 
Mstep: Class 13 contains 18215 members 
Mstep: Class 14 contains 84905 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 176 members 
Mstep: Class 18 contains 21299 members 
Mstep: Class 19 contains 63713 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63545 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 6535 members 
Mstep: Class 27 contains 29419 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 10211 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16124 members 
Mstep: Class 35 contains 67592 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5435 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1759 members 
Mstep: Class 40 contains 41600 members 
Mstep: Class 41 contains 90972 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928688.000000 Penalty: 93651.179688
Iteration 89Q: 44 clusters Score -8.592869e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7811 members 
Mstep: Class 5 contains 15088 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 12 contains 88262 members 
Mstep: Class 13 contains 18274 members 
Mstep: Class 14 contains 84438 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21268 members 
Mstep: Class 19 contains 63971 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63447 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 6733 members 
Mstep: Class 27 contains 28219 members 
Mstep: Class 28 contains 2102 members 
Mstep: Class 29 contains 10465 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16119 members 
Mstep: Class 35 contains 68877 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5488 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 1764 members 
Mstep: Class 40 contains 41421 members 
Mstep: Class 41 contains 90903 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927800.000000 Penalty: 93651.179688
Iteration 90Q: 44 clusters Score -8.59278e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 15108 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 87893 members 
Mstep: Class 13 contains 18324 members 
Mstep: Class 14 contains 84058 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21238 members 
Mstep: Class 19 contains 64610 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63356 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 27200 members 
Mstep: Class 28 contains 2121 members 
Mstep: Class 29 contains 10682 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16117 members 
Mstep: Class 35 contains 69766 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5541 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1768 members 
Mstep: Class 40 contains 41246 members 
Mstep: Class 41 contains 90840 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927768.000000 Penalty: 93651.179688
Iteration 91Q: 44 clusters Score -8.592777e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 15119 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 12 contains 87379 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 83712 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21208 members 
Mstep: Class 19 contains 65430 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63270 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7069 members 
Mstep: Class 27 contains 26431 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 10899 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 70362 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5614 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 41013 members 
Mstep: Class 41 contains 90797 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927472.000000 Penalty: 93651.179688
Iteration 92Q: 44 clusters Score -8.592747e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7721 members 
Mstep: Class 5 contains 15130 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 86895 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 83419 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21174 members 
Mstep: Class 19 contains 66404 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63184 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7225 members 
Mstep: Class 27 contains 25762 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 70688 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5679 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 40768 members 
Mstep: Class 41 contains 90769 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927432.000000 Penalty: 93651.179688
Iteration 93Q: 44 clusters Score -8.592743e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 86339 members 
Mstep: Class 13 contains 18350 members 
Mstep: Class 14 contains 83086 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21141 members 
Mstep: Class 19 contains 67535 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63095 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7369 members 
Mstep: Class 27 contains 25200 members 
Mstep: Class 28 contains 2183 members 
Mstep: Class 29 contains 11306 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 70853 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5744 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 40539 members 
Mstep: Class 41 contains 90774 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927664.000000 Penalty: 93651.179688
Iteration 94Q: 44 clusters Score -8.592766e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10845 members 
Mstep: Class 12 contains 85815 members 
Mstep: Class 13 contains 18374 members 
Mstep: Class 14 contains 82727 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21121 members 
Mstep: Class 19 contains 68662 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63025 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7514 members 
Mstep: Class 27 contains 24667 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 11506 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 70965 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5811 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 40287 members 
Mstep: Class 41 contains 90768 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927776.000000 Penalty: 93651.179688
Iteration 95Q: 44 clusters Score -8.592778e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 15141 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 85309 members 
Mstep: Class 13 contains 18380 members 
Mstep: Class 14 contains 82418 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21118 members 
Mstep: Class 19 contains 69785 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62955 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 24179 members 
Mstep: Class 28 contains 2208 members 
Mstep: Class 29 contains 11691 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 71017 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 40058 members 
Mstep: Class 41 contains 90739 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928472.000000 Penalty: 93651.179688
Iteration 96Q: 44 clusters Score -8.592847e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 84819 members 
Mstep: Class 13 contains 18383 members 
Mstep: Class 14 contains 82062 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21117 members 
Mstep: Class 19 contains 70888 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62896 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7753 members 
Mstep: Class 27 contains 23656 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 11845 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 71123 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 39825 members 
Mstep: Class 41 contains 90763 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929152.000000 Penalty: 93651.179688
Iteration 97Q: 44 clusters Score -8.592915e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 11011 members 
Mstep: Class 12 contains 84387 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 81734 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 71970 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62840 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7835 members 
Mstep: Class 27 contains 23126 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 11968 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 71238 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 6057 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 39627 members 
Mstep: Class 41 contains 90805 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929384.000000 Penalty: 93651.179688
Iteration 98Q: 44 clusters Score -8.592938e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 15194 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 83861 members 
Mstep: Class 13 contains 18337 members 
Mstep: Class 14 contains 81463 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 73070 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62781 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7906 members 
Mstep: Class 27 contains 22628 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 12086 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 71327 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 39466 members 
Mstep: Class 41 contains 90838 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929752.000000 Penalty: 93651.179688
Iteration 99Q: 44 clusters Score -8.592975e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 15225 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 11041 members 
Mstep: Class 12 contains 83350 members 
Mstep: Class 13 contains 18297 members 
Mstep: Class 14 contains 81173 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21101 members 
Mstep: Class 19 contains 74164 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62720 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 7972 members 
Mstep: Class 27 contains 22145 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 12191 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 197 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 71427 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 6212 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 39322 members 
Mstep: Class 41 contains 90885 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932664.000000 Penalty: 93651.179688
Iteration 100F: 44 clusters Score -8.593266e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7665 members 
Mstep: Class 5 contains 15144 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 445 members 
Mstep: Class 11 contains 11055 members 
Mstep: Class 12 contains 85006 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 80556 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 21084 members 
Mstep: Class 19 contains 75004 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62622 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 19755 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 12299 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 72201 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1770 members 
Mstep: Class 40 contains 39112 members 
Mstep: Class 41 contains 90742 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930080.000000 Penalty: 93651.179688
Iteration 101Q: 44 clusters Score -8.593008e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 15061 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 11067 members 
Mstep: Class 12 contains 85498 members 
Mstep: Class 13 contains 18239 members 
Mstep: Class 14 contains 80119 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 21100 members 
Mstep: Class 19 contains 76188 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62542 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 17833 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 12395 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 16116 members 
Mstep: Class 35 contains 72846 members 
Mstep: Class 36 contains 327 members 
Mstep: Class 37 contains 6451 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1772 members 
Mstep: Class 40 contains 38957 members 
Mstep: Class 41 contains 90823 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928888.000000 Penalty: 93651.179688
Iteration 102Q: 44 clusters Score -8.592889e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 11088 members 
Mstep: Class 12 contains 85444 members 
Mstep: Class 13 contains 18205 members 
Mstep: Class 14 contains 79754 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 21099 members 
Mstep: Class 19 contains 77447 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62487 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 495 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 16239 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 12475 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 73376 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 6549 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1776 members 
Mstep: Class 40 contains 38833 members 
Mstep: Class 41 contains 91009 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928592.000000 Penalty: 93651.179688
Iteration 103Q: 44 clusters Score -8.592859e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 15032 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 424 members 
Mstep: Class 11 contains 11108 members 
Mstep: Class 12 contains 85214 members 
Mstep: Class 13 contains 18184 members 
Mstep: Class 14 contains 79408 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 21084 members 
Mstep: Class 19 contains 78660 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62424 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 14984 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 12573 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 73780 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1776 members 
Mstep: Class 40 contains 38733 members 
Mstep: Class 41 contains 91153 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928000.000000 Penalty: 93651.179688
Iteration 104Q: 44 clusters Score -8.5928e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 15027 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 422 members 
Mstep: Class 11 contains 11128 members 
Mstep: Class 12 contains 84947 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 79172 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 21067 members 
Mstep: Class 19 contains 79847 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62364 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8319 members 
Mstep: Class 27 contains 13874 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74099 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6712 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 38631 members 
Mstep: Class 41 contains 91200 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928008.000000 Penalty: 93651.179688
Iteration 105Q: 44 clusters Score -8.592801e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 777 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11154 members 
Mstep: Class 12 contains 84674 members 
Mstep: Class 13 contains 18113 members 
Mstep: Class 14 contains 78983 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21062 members 
Mstep: Class 19 contains 81014 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62318 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 12923 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 12747 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74340 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6791 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 38492 members 
Mstep: Class 41 contains 91170 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927936.000000 Penalty: 93651.179688
Iteration 106Q: 44 clusters Score -8.592794e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 15006 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 84262 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 14 contains 78783 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21048 members 
Mstep: Class 19 contains 82301 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62278 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 12121 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 12809 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74499 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6850 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 38358 members 
Mstep: Class 41 contains 91138 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927912.000000 Penalty: 93651.179688
Iteration 107Q: 44 clusters Score -8.592791e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 15021 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 83807 members 
Mstep: Class 13 contains 18090 members 
Mstep: Class 14 contains 78638 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21035 members 
Mstep: Class 19 contains 83509 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62242 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8488 members 
Mstep: Class 27 contains 11430 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 12853 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74640 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6915 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 38192 members 
Mstep: Class 41 contains 91054 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927600.000000 Penalty: 93651.179688
Iteration 108Q: 44 clusters Score -8.59276e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 15028 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 83356 members 
Mstep: Class 13 contains 18084 members 
Mstep: Class 14 contains 78568 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 84655 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62181 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8535 members 
Mstep: Class 27 contains 10834 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74745 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6957 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 38019 members 
Mstep: Class 41 contains 90985 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927176.000000 Penalty: 93651.179688
Iteration 109Q: 44 clusters Score -8.592718e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 15026 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 82947 members 
Mstep: Class 13 contains 18084 members 
Mstep: Class 14 contains 78529 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 85777 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62097 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8600 members 
Mstep: Class 27 contains 10258 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 12938 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74732 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6992 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37881 members 
Mstep: Class 41 contains 90941 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927048.000000 Penalty: 93651.179688
Iteration 110Q: 44 clusters Score -8.592705e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 15024 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 82468 members 
Mstep: Class 13 contains 18072 members 
Mstep: Class 14 contains 78630 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 86760 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62028 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8686 members 
Mstep: Class 27 contains 9724 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74748 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 7024 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37730 members 
Mstep: Class 41 contains 90903 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926712.000000 Penalty: 93651.179688
Iteration 111Q: 44 clusters Score -8.592671e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 15018 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 81961 members 
Mstep: Class 13 contains 18059 members 
Mstep: Class 14 contains 78886 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 87647 members 
Mstep: Class 20 contains 5138 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61957 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 9234 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74817 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 7034 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37580 members 
Mstep: Class 41 contains 90768 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926056.000000 Penalty: 93651.179688
Iteration 112Q: 44 clusters Score -8.592606e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 15035 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11286 members 
Mstep: Class 12 contains 81448 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 79235 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 20998 members 
Mstep: Class 19 contains 88417 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61910 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 495 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8833 members 
Mstep: Class 27 contains 8784 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 13050 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74870 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 7018 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37415 members 
Mstep: Class 41 contains 90612 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925584.000000 Penalty: 93651.179688
Iteration 113Q: 44 clusters Score -8.592558e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 15065 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 81023 members 
Mstep: Class 13 contains 18040 members 
Mstep: Class 14 contains 79584 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 88972 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61864 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8894 members 
Mstep: Class 27 contains 8408 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 13094 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74964 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6973 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37260 members 
Mstep: Class 41 contains 90486 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924848.000000 Penalty: 93651.179688
Iteration 114Q: 44 clusters Score -8.592485e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 15106 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 80667 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 79901 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21033 members 
Mstep: Class 19 contains 89437 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61812 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 8954 members 
Mstep: Class 27 contains 8059 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 13137 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74990 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6923 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 37082 members 
Mstep: Class 41 contains 90463 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924496.000000 Penalty: 93651.179688
Iteration 115Q: 44 clusters Score -8.59245e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80336 members 
Mstep: Class 13 contains 18045 members 
Mstep: Class 14 contains 80257 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21049 members 
Mstep: Class 19 contains 89746 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61777 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9038 members 
Mstep: Class 27 contains 7739 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 13179 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75033 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6868 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 36927 members 
Mstep: Class 41 contains 90445 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923736.000000 Penalty: 93651.179688
Iteration 116Q: 44 clusters Score -8.592374e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 15204 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 80125 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 80685 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21061 members 
Mstep: Class 19 contains 89959 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61765 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 7474 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 13241 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75103 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1776 members 
Mstep: Class 40 contains 36739 members 
Mstep: Class 41 contains 90308 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922648.000000 Penalty: 93651.179688
Iteration 117Q: 44 clusters Score -8.592265e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 15245 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 79945 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 81215 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21062 members 
Mstep: Class 19 contains 90055 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61779 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9184 members 
Mstep: Class 27 contains 7205 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 13313 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75207 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6692 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 36601 members 
Mstep: Class 41 contains 90045 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922160.000000 Penalty: 93651.179688
Iteration 118Q: 44 clusters Score -8.592216e+07 nChanged 5713
Entering ConstructFrom: 
Score: -85922160.000000 Penalty: 93651.179688
Entering ConstructFrom: 
Trying to split cluster 1 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -99291.085938 Penalty: 1086.655151
	Iteration 0F: 2 clusters Score -99291.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98026.554688 Penalty: 2173.310303
	Iteration 0F: 3 clusters Score -98026.55 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98300.914062 Penalty: 2173.310303
	Iteration 1F: 3 clusters Score -98300.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98390.671875 Penalty: 2173.310303
	Iteration 2F: 3 clusters Score -98390.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98455.953125 Penalty: 2173.310303
	Iteration 3F: 3 clusters Score -98455.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98517.000000 Penalty: 2173.310303
	Iteration 4Q: 3 clusters Score -98517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98557.476562 Penalty: 2173.310303
	Iteration 5Q: 3 clusters Score -98557.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98590.851562 Penalty: 2173.310303
	Iteration 6Q: 3 clusters Score -98590.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98628.054688 Penalty: 2173.310303
	Iteration 7Q: 3 clusters Score -98628.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98645.179688 Penalty: 2173.310303
	Iteration 8Q: 3 clusters Score -98645.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98656.851562 Penalty: 2173.310303
	Iteration 9Q: 3 clusters Score -98656.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98671.960938 Penalty: 2173.310303
	Iteration 10Q: 3 clusters Score -98671.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98688.304688 Penalty: 2173.310303
	Iteration 11Q: 3 clusters Score -98688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98710.984375 Penalty: 2173.310303
	Iteration 12Q: 3 clusters Score -98710.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98728.390625 Penalty: 2173.310303
	Iteration 13Q: 3 clusters Score -98728.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98729.687500 Penalty: 2173.310303
	Iteration 14Q: 3 clusters Score -98729.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98733.468750 Penalty: 2173.310303
	Iteration 15Q: 3 clusters Score -98733.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98735.773438 Penalty: 2173.310303
	Iteration 16Q: 3 clusters Score -98735.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98737.132812 Penalty: 2173.310303
	Iteration 17Q: 3 clusters Score -98737.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98741.242188 Penalty: 2173.310303
	Iteration 18F: 3 clusters Score -98741.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98755.859375 Penalty: 2173.310303
	Iteration 19Q: 3 clusters Score -98755.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -98766.328125 Penalty: 2173.310303
	Iteration 20F: 3 clusters Score -98766.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98769.968750 Penalty: 2173.310303
	Iteration 21Q: 3 clusters Score -98769.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98769.968750 Penalty: 2173.310303
	Iteration 22F: 3 clusters Score -98769.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -73786.382812 Penalty: 1044.829468
	Iteration 0F: 2 clusters Score -73786.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72628.437500 Penalty: 2089.658936
	Iteration 0F: 3 clusters Score -72628.44 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72848.843750 Penalty: 2089.658936
	Iteration 1F: 3 clusters Score -72848.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72931.367188 Penalty: 2089.658936
	Iteration 2F: 3 clusters Score -72931.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73015.179688 Penalty: 2089.658936
	Iteration 3F: 3 clusters Score -73015.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73111.898438 Penalty: 2089.658936
	Iteration 4Q: 3 clusters Score -73111.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73185.281250 Penalty: 2089.658936
	Iteration 5Q: 3 clusters Score -73185.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73276.632812 Penalty: 2089.658936
	Iteration 6Q: 3 clusters Score -73276.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73372.273438 Penalty: 2089.658936
	Iteration 7Q: 3 clusters Score -73372.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73490.945312 Penalty: 2089.658936
	Iteration 8Q: 3 clusters Score -73490.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73592.546875 Penalty: 2089.658936
	Iteration 9Q: 3 clusters Score -73592.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73647.781250 Penalty: 2089.658936
	Iteration 10Q: 3 clusters Score -73647.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73690.179688 Penalty: 2089.658936
	Iteration 11Q: 3 clusters Score -73690.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73739.039062 Penalty: 2089.658936
	Iteration 12Q: 3 clusters Score -73739.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73770.101562 Penalty: 2089.658936
	Iteration 13Q: 3 clusters Score -73770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73830.343750 Penalty: 2089.658936
	Iteration 14Q: 3 clusters Score -73830.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73854.000000 Penalty: 2089.658936
	Iteration 15Q: 3 clusters Score -73854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73863.570312 Penalty: 2089.658936
	Iteration 16Q: 3 clusters Score -73863.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73874.000000 Penalty: 2089.658936
	Iteration 17Q: 3 clusters Score -73874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73877.054688 Penalty: 2089.658936
	Iteration 18Q: 3 clusters Score -73877.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73877.976562 Penalty: 2089.658936
	Iteration 19F: 3 clusters Score -73877.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73889.195312 Penalty: 2089.658936
	Iteration 20F: 3 clusters Score -73889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73896.062500 Penalty: 2089.658936
	Iteration 21Q: 3 clusters Score -73896.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73904.398438 Penalty: 2089.658936
	Iteration 22Q: 3 clusters Score -73904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73908.296875 Penalty: 2089.658936
	Iteration 23Q: 3 clusters Score -73908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73908.296875 Penalty: 2089.658936
	Iteration 24F: 3 clusters Score -73908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 336 members 
Entering Unmasked Estep 
Score: -85919920.000000 Penalty: 95829.117188
Splitting cluster 2 changes total score from -85922160.000000 to -85919920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -91924.390625 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -91924.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90627.492188 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -90627.49 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90850.429688 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -90850.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90921.781250 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -90921.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90937.664062 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -90937.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90949.562500 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -90949.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90975.960938 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -90975.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91041.281250 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -91041.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91089.507812 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -91089.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91145.789062 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -91145.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91170.914062 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -91170.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91203.289062 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -91203.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91259.015625 Penalty: 2161.760742
	Iteration 11Q: 3 clusters Score -91259.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91306.320312 Penalty: 2161.760742
	Iteration 12Q: 3 clusters Score -91306.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91372.210938 Penalty: 2161.760742
	Iteration 13Q: 3 clusters Score -91372.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91501.429688 Penalty: 2161.760742
	Iteration 14Q: 3 clusters Score -91501.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91615.289062 Penalty: 2161.760742
	Iteration 15Q: 3 clusters Score -91615.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91715.414062 Penalty: 2161.760742
	Iteration 16Q: 3 clusters Score -91715.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91804.453125 Penalty: 2161.760742
	Iteration 17Q: 3 clusters Score -91804.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91893.539062 Penalty: 2161.760742
	Iteration 18Q: 3 clusters Score -91893.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91950.523438 Penalty: 2161.760742
	Iteration 19Q: 3 clusters Score -91950.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91961.250000 Penalty: 2161.760742
	Iteration 20F: 3 clusters Score -91961.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91966.406250 Penalty: 2161.760742
	Iteration 21Q: 3 clusters Score -91966.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91970.851562 Penalty: 2161.760742
	Iteration 22Q: 3 clusters Score -91970.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91975.476562 Penalty: 2161.760742
	Iteration 23Q: 3 clusters Score -91975.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91978.375000 Penalty: 2161.760742
	Iteration 24Q: 3 clusters Score -91978.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91978.890625 Penalty: 2161.760742
	Iteration 25Q: 3 clusters Score -91978.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91978.890625 Penalty: 2161.760742
	Iteration 26F: 3 clusters Score -91978.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 407 members 
Entering Unmasked Estep 
Score: -85919872.000000 Penalty: 95829.117188
Splitting cluster 3 changes total score from -85922160.000000 to -85919872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -975435.125000 Penalty: 1459.666138
	Iteration 0F: 2 clusters Score -975435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -969630.187500 Penalty: 2919.332275
	Iteration 0F: 3 clusters Score -969630.2 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -972001.687500 Penalty: 2919.332275
	Iteration 1F: 3 clusters Score -972001.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -972478.062500 Penalty: 2919.332275
	Iteration 2F: 3 clusters Score -972478.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -972904.812500 Penalty: 2919.332275
	Iteration 3F: 3 clusters Score -972904.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -973316.750000 Penalty: 2919.332275
	Iteration 4F: 3 clusters Score -973316.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -973696.687500 Penalty: 2919.332275
	Iteration 5F: 3 clusters Score -973696.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -973966.812500 Penalty: 2919.332275
	Iteration 6Q: 3 clusters Score -973966.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -974149.625000 Penalty: 2919.332275
	Iteration 7Q: 3 clusters Score -974149.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -974324.125000 Penalty: 2919.332275
	Iteration 8Q: 3 clusters Score -974324.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -974468.937500 Penalty: 2919.332275
	Iteration 9Q: 3 clusters Score -974468.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -974606.875000 Penalty: 2919.332275
	Iteration 10Q: 3 clusters Score -974606.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -974744.625000 Penalty: 2919.332275
	Iteration 11Q: 3 clusters Score -974744.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -974867.687500 Penalty: 2919.332275
	Iteration 12Q: 3 clusters Score -974867.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -974997.625000 Penalty: 2919.332275
	Iteration 13Q: 3 clusters Score -974997.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -975077.000000 Penalty: 2919.332275
	Iteration 14Q: 3 clusters Score -975077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -975154.937500 Penalty: 2919.332275
	Iteration 15Q: 3 clusters Score -975154.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -975225.000000 Penalty: 2919.332275
	Iteration 16Q: 3 clusters Score -975225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -975266.062500 Penalty: 2919.332275
	Iteration 17Q: 3 clusters Score -975266.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -975297.437500 Penalty: 2919.332275
	Iteration 18Q: 3 clusters Score -975297.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -975326.562500 Penalty: 2919.332275
	Iteration 19Q: 3 clusters Score -975326.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -975346.250000 Penalty: 2919.332275
	Iteration 20F: 3 clusters Score -975346.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -975367.500000 Penalty: 2919.332275
	Iteration 21Q: 3 clusters Score -975367.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -975387.000000 Penalty: 2919.332275
	Iteration 22Q: 3 clusters Score -975387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -975405.062500 Penalty: 2919.332275
	Iteration 23Q: 3 clusters Score -975405.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -975416.750000 Penalty: 2919.332275
	Iteration 24Q: 3 clusters Score -975416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -975423.125000 Penalty: 2919.332275
	Iteration 25Q: 3 clusters Score -975423.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -975431.937500 Penalty: 2919.332275
	Iteration 26Q: 3 clusters Score -975431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -975443.312500 Penalty: 2919.332275
	Iteration 27Q: 3 clusters Score -975443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -975451.000000 Penalty: 2919.332275
	Iteration 28Q: 3 clusters Score -975451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -975460.312500 Penalty: 2919.332275
	Iteration 29Q: 3 clusters Score -975460.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -975472.187500 Penalty: 2919.332275
	Iteration 30Q: 3 clusters Score -975472.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -975483.937500 Penalty: 2919.332275
	Iteration 31Q: 3 clusters Score -975483.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -975495.437500 Penalty: 2919.332275
	Iteration 32Q: 3 clusters Score -975495.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -975510.312500 Penalty: 2919.332275
	Iteration 33Q: 3 clusters Score -975510.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -975529.437500 Penalty: 2919.332275
	Iteration 34Q: 3 clusters Score -975529.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -975539.125000 Penalty: 2919.332275
	Iteration 35Q: 3 clusters Score -975539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -975555.437500 Penalty: 2919.332275
	Iteration 36Q: 3 clusters Score -975555.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -975565.562500 Penalty: 2919.332275
	Iteration 37Q: 3 clusters Score -975565.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -975576.125000 Penalty: 2919.332275
	Iteration 38Q: 3 clusters Score -975576.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -975593.250000 Penalty: 2919.332275
	Iteration 39Q: 3 clusters Score -975593.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -975602.187500 Penalty: 2919.332275
	Iteration 40F: 3 clusters Score -975602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -975611.937500 Penalty: 2919.332275
	Iteration 41Q: 3 clusters Score -975611.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -975619.937500 Penalty: 2919.332275
	Iteration 42Q: 3 clusters Score -975619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -975622.812500 Penalty: 2919.332275
	Iteration 43Q: 3 clusters Score -975622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -975626.875000 Penalty: 2919.332275
	Iteration 44Q: 3 clusters Score -975626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -975631.687500 Penalty: 2919.332275
	Iteration 45Q: 3 clusters Score -975631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -975633.937500 Penalty: 2919.332275
	Iteration 46Q: 3 clusters Score -975633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -975637.062500 Penalty: 2919.332275
	Iteration 47Q: 3 clusters Score -975637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -975639.625000 Penalty: 2919.332275
	Iteration 48Q: 3 clusters Score -975639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -975642.375000 Penalty: 2919.332275
	Iteration 49Q: 3 clusters Score -975642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -975647.125000 Penalty: 2919.332275
	Iteration 50Q: 3 clusters Score -975647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -975651.625000 Penalty: 2919.332275
	Iteration 51Q: 3 clusters Score -975651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -975656.375000 Penalty: 2919.332275
	Iteration 52Q: 3 clusters Score -975656.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -975659.562500 Penalty: 2919.332275
	Iteration 53Q: 3 clusters Score -975659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -975664.875000 Penalty: 2919.332275
	Iteration 54Q: 3 clusters Score -975664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -975667.875000 Penalty: 2919.332275
	Iteration 55Q: 3 clusters Score -975667.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -975673.500000 Penalty: 2919.332275
	Iteration 56Q: 3 clusters Score -975673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -975678.562500 Penalty: 2919.332275
	Iteration 57Q: 3 clusters Score -975678.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -975683.625000 Penalty: 2919.332275
	Iteration 58Q: 3 clusters Score -975683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -975688.750000 Penalty: 2919.332275
	Iteration 59Q: 3 clusters Score -975688.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -975693.125000 Penalty: 2919.332275
	Iteration 60F: 3 clusters Score -975693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -975696.312500 Penalty: 2919.332275
	Iteration 61Q: 3 clusters Score -975696.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -975700.562500 Penalty: 2919.332275
	Iteration 62Q: 3 clusters Score -975700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -975707.187500 Penalty: 2919.332275
	Iteration 63Q: 3 clusters Score -975707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -975713.187500 Penalty: 2919.332275
	Iteration 64Q: 3 clusters Score -975713.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -975721.500000 Penalty: 2919.332275
	Iteration 65Q: 3 clusters Score -975721.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -975735.500000 Penalty: 2919.332275
	Iteration 66Q: 3 clusters Score -975735.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -975746.562500 Penalty: 2919.332275
	Iteration 67Q: 3 clusters Score -975746.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -975755.437500 Penalty: 2919.332275
	Iteration 68Q: 3 clusters Score -975755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -975761.312500 Penalty: 2919.332275
	Iteration 69Q: 3 clusters Score -975761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -975766.125000 Penalty: 2919.332275
	Iteration 70Q: 3 clusters Score -975766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -975770.312500 Penalty: 2919.332275
	Iteration 71Q: 3 clusters Score -975770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -975774.125000 Penalty: 2919.332275
	Iteration 72Q: 3 clusters Score -975774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -975776.750000 Penalty: 2919.332275
	Iteration 73Q: 3 clusters Score -975776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -975778.125000 Penalty: 2919.332275
	Iteration 74Q: 3 clusters Score -975778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -975779.000000 Penalty: 2919.332275
	Iteration 75Q: 3 clusters Score -975779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -975779.625000 Penalty: 2919.332275
	Iteration 76Q: 3 clusters Score -975779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -975781.437500 Penalty: 2919.332275
	Iteration 77Q: 3 clusters Score -975781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -975783.437500 Penalty: 2919.332275
	Iteration 78Q: 3 clusters Score -975783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -975787.125000 Penalty: 2919.332275
	Iteration 79Q: 3 clusters Score -975787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -975787.437500 Penalty: 2919.332275
	Iteration 80F: 3 clusters Score -975787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -975787.062500 Penalty: 2919.332275
	Iteration 81Q: 3 clusters Score -975787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -975786.750000 Penalty: 2919.332275
	Iteration 82Q: 3 clusters Score -975786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -975788.875000 Penalty: 2919.332275
	Iteration 83Q: 3 clusters Score -975788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -975787.875000 Penalty: 2919.332275
	Iteration 84Q: 3 clusters Score -975787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -975790.125000 Penalty: 2919.332275
	Iteration 85Q: 3 clusters Score -975790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -975793.375000 Penalty: 2919.332275
	Iteration 86Q: 3 clusters Score -975793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -975794.250000 Penalty: 2919.332275
	Iteration 87Q: 3 clusters Score -975794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -975794.375000 Penalty: 2919.332275
	Iteration 88Q: 3 clusters Score -975794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -975794.625000 Penalty: 2919.332275
	Iteration 89Q: 3 clusters Score -975794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -975795.375000 Penalty: 2919.332275
	Iteration 90Q: 3 clusters Score -975795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -975797.437500 Penalty: 2919.332275
	Iteration 91Q: 3 clusters Score -975797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -975798.562500 Penalty: 2919.332275
	Iteration 92Q: 3 clusters Score -975798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -975798.187500 Penalty: 2919.332275
	Iteration 93Q: 3 clusters Score -975798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -975800.000000 Penalty: 2919.332275
	Iteration 94Q: 3 clusters Score -975800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -975798.562500 Penalty: 2919.332275
	Iteration 95Q: 3 clusters Score -975798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -975798.687500 Penalty: 2919.332275
	Iteration 96Q: 3 clusters Score -975798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -975799.875000 Penalty: 2919.332275
	Iteration 97Q: 3 clusters Score -975799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -975799.937500 Penalty: 2919.332275
	Iteration 98Q: 3 clusters Score -975799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -975799.937500 Penalty: 2919.332275
	Iteration 99F: 3 clusters Score -975799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 6985 members 
Entering Unmasked Estep 
Score: -85920776.000000 Penalty: 95829.117188
Splitting cluster 4 changes total score from -85922160.000000 to -85920776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Entering Unmasked Estep 
Score: -1942547.625000 Penalty: 1565.584351
	Iteration 0F: 2 clusters Score -1942548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1932101.750000 Penalty: 3131.168701
	Iteration 0F: 3 clusters Score -1932102 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1935996.125000 Penalty: 3131.168701
	Iteration 1F: 3 clusters Score -1935996 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1936459.125000 Penalty: 3131.168701
	Iteration 2F: 3 clusters Score -1936459 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1937025.125000 Penalty: 3131.168701
	Iteration 3F: 3 clusters Score -1937025 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1937641.250000 Penalty: 3131.168701
	Iteration 4F: 3 clusters Score -1937641 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1938240.625000 Penalty: 3131.168701
	Iteration 5F: 3 clusters Score -1938241 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1938687.125000 Penalty: 3131.168701
	Iteration 6F: 3 clusters Score -1938687 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1939006.125000 Penalty: 3131.168701
	Iteration 7Q: 3 clusters Score -1939006 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1939241.625000 Penalty: 3131.168701
	Iteration 8Q: 3 clusters Score -1939242 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1939410.625000 Penalty: 3131.168701
	Iteration 9Q: 3 clusters Score -1939411 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1939571.250000 Penalty: 3131.168701
	Iteration 10Q: 3 clusters Score -1939571 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1939739.375000 Penalty: 3131.168701
	Iteration 11Q: 3 clusters Score -1939739 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1939910.625000 Penalty: 3131.168701
	Iteration 12Q: 3 clusters Score -1939911 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1940070.000000 Penalty: 3131.168701
	Iteration 13Q: 3 clusters Score -1940070 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1940221.125000 Penalty: 3131.168701
	Iteration 14Q: 3 clusters Score -1940221 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1940376.625000 Penalty: 3131.168701
	Iteration 15Q: 3 clusters Score -1940377 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1940503.875000 Penalty: 3131.168701
	Iteration 16Q: 3 clusters Score -1940504 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1940611.750000 Penalty: 3131.168701
	Iteration 17Q: 3 clusters Score -1940612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1940698.625000 Penalty: 3131.168701
	Iteration 18Q: 3 clusters Score -1940699 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1940762.625000 Penalty: 3131.168701
	Iteration 19Q: 3 clusters Score -1940763 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1940815.875000 Penalty: 3131.168701
	Iteration 20F: 3 clusters Score -1940816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1940870.500000 Penalty: 3131.168701
	Iteration 21Q: 3 clusters Score -1940870 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1940911.500000 Penalty: 3131.168701
	Iteration 22Q: 3 clusters Score -1940912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1940937.125000 Penalty: 3131.168701
	Iteration 23Q: 3 clusters Score -1940937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1940971.625000 Penalty: 3131.168701
	Iteration 24Q: 3 clusters Score -1940972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1940988.625000 Penalty: 3131.168701
	Iteration 25Q: 3 clusters Score -1940989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1941008.625000 Penalty: 3131.168701
	Iteration 26Q: 3 clusters Score -1941009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1941033.875000 Penalty: 3131.168701
	Iteration 27Q: 3 clusters Score -1941034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1941056.875000 Penalty: 3131.168701
	Iteration 28Q: 3 clusters Score -1941057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1941070.375000 Penalty: 3131.168701
	Iteration 29Q: 3 clusters Score -1941070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1941083.375000 Penalty: 3131.168701
	Iteration 30Q: 3 clusters Score -1941083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1941096.250000 Penalty: 3131.168701
	Iteration 31Q: 3 clusters Score -1941096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1941112.000000 Penalty: 3131.168701
	Iteration 32Q: 3 clusters Score -1941112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1941126.250000 Penalty: 3131.168701
	Iteration 33Q: 3 clusters Score -1941126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1941138.125000 Penalty: 3131.168701
	Iteration 34Q: 3 clusters Score -1941138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1941146.250000 Penalty: 3131.168701
	Iteration 35Q: 3 clusters Score -1941146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1941156.250000 Penalty: 3131.168701
	Iteration 36Q: 3 clusters Score -1941156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1941171.750000 Penalty: 3131.168701
	Iteration 37Q: 3 clusters Score -1941172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1941180.875000 Penalty: 3131.168701
	Iteration 38Q: 3 clusters Score -1941181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1941190.125000 Penalty: 3131.168701
	Iteration 39Q: 3 clusters Score -1941190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1941197.750000 Penalty: 3131.168701
	Iteration 40F: 3 clusters Score -1941198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1941216.125000 Penalty: 3131.168701
	Iteration 41Q: 3 clusters Score -1941216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1941216.125000 Penalty: 3131.168701
	Iteration 42Q: 3 clusters Score -1941216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1941224.625000 Penalty: 3131.168701
	Iteration 43Q: 3 clusters Score -1941225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1941229.875000 Penalty: 3131.168701
	Iteration 44Q: 3 clusters Score -1941230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1941238.250000 Penalty: 3131.168701
	Iteration 45Q: 3 clusters Score -1941238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1941237.875000 Penalty: 3131.168701
	Iteration 46Q: 3 clusters Score -1941238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1941247.250000 Penalty: 3131.168701
	Iteration 47Q: 3 clusters Score -1941247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1941261.625000 Penalty: 3131.168701
	Iteration 48Q: 3 clusters Score -1941262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1941264.750000 Penalty: 3131.168701
	Iteration 49Q: 3 clusters Score -1941265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1941281.125000 Penalty: 3131.168701
	Iteration 50Q: 3 clusters Score -1941281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1941293.375000 Penalty: 3131.168701
	Iteration 51Q: 3 clusters Score -1941293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1941301.125000 Penalty: 3131.168701
	Iteration 52Q: 3 clusters Score -1941301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1941316.625000 Penalty: 3131.168701
	Iteration 53Q: 3 clusters Score -1941317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1941326.250000 Penalty: 3131.168701
	Iteration 54Q: 3 clusters Score -1941326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1941333.125000 Penalty: 3131.168701
	Iteration 55Q: 3 clusters Score -1941333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1941345.125000 Penalty: 3131.168701
	Iteration 56Q: 3 clusters Score -1941345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1941354.500000 Penalty: 3131.168701
	Iteration 57Q: 3 clusters Score -1941354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1941355.625000 Penalty: 3131.168701
	Iteration 58Q: 3 clusters Score -1941356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1941360.750000 Penalty: 3131.168701
	Iteration 59Q: 3 clusters Score -1941361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1941372.125000 Penalty: 3131.168701
	Iteration 60F: 3 clusters Score -1941372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1941378.875000 Penalty: 3131.168701
	Iteration 61Q: 3 clusters Score -1941379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1941380.875000 Penalty: 3131.168701
	Iteration 62Q: 3 clusters Score -1941381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1941387.250000 Penalty: 3131.168701
	Iteration 63Q: 3 clusters Score -1941387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1941399.875000 Penalty: 3131.168701
	Iteration 64Q: 3 clusters Score -1941400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1941411.125000 Penalty: 3131.168701
	Iteration 65Q: 3 clusters Score -1941411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1941420.625000 Penalty: 3131.168701
	Iteration 66Q: 3 clusters Score -1941421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1941431.625000 Penalty: 3131.168701
	Iteration 67Q: 3 clusters Score -1941432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1941436.125000 Penalty: 3131.168701
	Iteration 68Q: 3 clusters Score -1941436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1941450.500000 Penalty: 3131.168701
	Iteration 69Q: 3 clusters Score -1941450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1941457.875000 Penalty: 3131.168701
	Iteration 70Q: 3 clusters Score -1941458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1941470.625000 Penalty: 3131.168701
	Iteration 71Q: 3 clusters Score -1941471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1941469.500000 Penalty: 3131.168701
	Iteration 72Q: 3 clusters Score -1941470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1941479.000000 Penalty: 3131.168701
	Iteration 73Q: 3 clusters Score -1941479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1941477.500000 Penalty: 3131.168701
	Iteration 74Q: 3 clusters Score -1941478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1941480.250000 Penalty: 3131.168701
	Iteration 75Q: 3 clusters Score -1941480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1941484.625000 Penalty: 3131.168701
	Iteration 76Q: 3 clusters Score -1941485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1941494.125000 Penalty: 3131.168701
	Iteration 77Q: 3 clusters Score -1941494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1941498.000000 Penalty: 3131.168701
	Iteration 78Q: 3 clusters Score -1941498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1941506.875000 Penalty: 3131.168701
	Iteration 79Q: 3 clusters Score -1941507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1941515.000000 Penalty: 3131.168701
	Iteration 80F: 3 clusters Score -1941515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1941519.250000 Penalty: 3131.168701
	Iteration 81Q: 3 clusters Score -1941519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1941520.000000 Penalty: 3131.168701
	Iteration 82Q: 3 clusters Score -1941520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1941523.500000 Penalty: 3131.168701
	Iteration 83Q: 3 clusters Score -1941524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1941521.875000 Penalty: 3131.168701
	Iteration 84Q: 3 clusters Score -1941522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1941526.250000 Penalty: 3131.168701
	Iteration 85Q: 3 clusters Score -1941526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1941531.500000 Penalty: 3131.168701
	Iteration 86Q: 3 clusters Score -1941532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1941533.500000 Penalty: 3131.168701
	Iteration 87Q: 3 clusters Score -1941534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1941536.500000 Penalty: 3131.168701
	Iteration 88Q: 3 clusters Score -1941536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1941535.875000 Penalty: 3131.168701
	Iteration 89Q: 3 clusters Score -1941536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1941536.625000 Penalty: 3131.168701
	Iteration 90Q: 3 clusters Score -1941537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1941540.125000 Penalty: 3131.168701
	Iteration 91Q: 3 clusters Score -1941540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1941541.125000 Penalty: 3131.168701
	Iteration 92Q: 3 clusters Score -1941541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1941543.125000 Penalty: 3131.168701
	Iteration 93Q: 3 clusters Score -1941543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1941540.500000 Penalty: 3131.168701
	Iteration 94Q: 3 clusters Score -1941540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1941541.625000 Penalty: 3131.168701
	Iteration 95Q: 3 clusters Score -1941542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1941543.750000 Penalty: 3131.168701
	Iteration 96Q: 3 clusters Score -1941544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1941542.000000 Penalty: 3131.168701
	Iteration 97Q: 3 clusters Score -1941542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1941548.250000 Penalty: 3131.168701
	Iteration 98Q: 3 clusters Score -1941548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1941550.500000 Penalty: 3131.168701
	Iteration 99Q: 3 clusters Score -1941550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1941550.125000 Penalty: 3131.168701
	Iteration 100F: 3 clusters Score -1941550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1941554.625000 Penalty: 3131.168701
	Iteration 101Q: 3 clusters Score -1941555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1941558.250000 Penalty: 3131.168701
	Iteration 102Q: 3 clusters Score -1941558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1941560.125000 Penalty: 3131.168701
	Iteration 103Q: 3 clusters Score -1941560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1941561.625000 Penalty: 3131.168701
	Iteration 104Q: 3 clusters Score -1941562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1941571.750000 Penalty: 3131.168701
	Iteration 105Q: 3 clusters Score -1941572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1941573.000000 Penalty: 3131.168701
	Iteration 106Q: 3 clusters Score -1941573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1941575.375000 Penalty: 3131.168701
	Iteration 107Q: 3 clusters Score -1941575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1941576.750000 Penalty: 3131.168701
	Iteration 108Q: 3 clusters Score -1941577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1941576.250000 Penalty: 3131.168701
	Iteration 109Q: 3 clusters Score -1941576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1941578.875000 Penalty: 3131.168701
	Iteration 110Q: 3 clusters Score -1941579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1941583.125000 Penalty: 3131.168701
	Iteration 111Q: 3 clusters Score -1941583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1941583.875000 Penalty: 3131.168701
	Iteration 112Q: 3 clusters Score -1941584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1941583.625000 Penalty: 3131.168701
	Iteration 113Q: 3 clusters Score -1941584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1941587.750000 Penalty: 3131.168701
	Iteration 114Q: 3 clusters Score -1941588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1941584.625000 Penalty: 3131.168701
	Iteration 115Q: 3 clusters Score -1941585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1941585.250000 Penalty: 3131.168701
	Iteration 116Q: 3 clusters Score -1941585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1941585.500000 Penalty: 3131.168701
	Iteration 117Q: 3 clusters Score -1941586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1941583.625000 Penalty: 3131.168701
	Iteration 118Q: 3 clusters Score -1941584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1941582.875000 Penalty: 3131.168701
	Iteration 119Q: 3 clusters Score -1941583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1941582.875000 Penalty: 3131.168701
	Iteration 120F: 3 clusters Score -1941583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -73726.054688 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -73726.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72619.515625 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -72619.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72823.648438 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -72823.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72912.500000 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -72912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72959.976562 Penalty: 2089.134277
	Iteration 3Q: 3 clusters Score -72959.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73000.398438 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -73000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73033.906250 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -73033.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73068.046875 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -73068.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73090.359375 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -73090.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73094.476562 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -73094.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73098.039062 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -73098.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73101.132812 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -73101.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73104.265625 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -73104.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73104.523438 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -73104.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73104.828125 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -73104.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73104.828125 Penalty: 2089.134277
	Iteration 14F: 3 clusters Score -73104.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -57372.496094 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -57372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56447.609375 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -56447.61 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56686.644531 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -56686.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56960.179688 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -56960.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57353.917969 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -57353.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57697.312500 Penalty: 1966.163452
	Iteration 4F: 3 clusters Score -57697.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57815.082031 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -57815.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57870.601562 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -57870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57908.937500 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -57908.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57968.593750 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -57968.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57980.312500 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -57980.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57988.511719 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -57988.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -58001.652344 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -58001.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -58015.753906 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -58015.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -58055.222656 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -58055.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -58055.769531 Penalty: 1966.163452
	Iteration 14F: 3 clusters Score -58055.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58064.972656 Penalty: 1966.163452
	Iteration 15Q: 3 clusters Score -58064.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -58068.945312 Penalty: 1966.163452
	Iteration 16Q: 3 clusters Score -58068.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -58068.945312 Penalty: 1966.163452
	Iteration 17F: 3 clusters Score -58068.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 148 members 
Entering Unmasked Estep 
Score: -85920488.000000 Penalty: 95829.117188
Splitting cluster 7 changes total score from -85922160.000000 to -85920488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -46380.667969 Penalty: 971.979797
	Iteration 0F: 2 clusters Score -46380.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45520.843750 Penalty: 1943.959595
	Iteration 0F: 3 clusters Score -45520.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45730.031250 Penalty: 1943.959595
	Iteration 1F: 3 clusters Score -45730.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45820.074219 Penalty: 1943.959595
	Iteration 2F: 3 clusters Score -45820.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45883.648438 Penalty: 1943.959595
	Iteration 3Q: 3 clusters Score -45883.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45932.371094 Penalty: 1943.959595
	Iteration 4Q: 3 clusters Score -45932.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45979.402344 Penalty: 1943.959595
	Iteration 5Q: 3 clusters Score -45979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46011.207031 Penalty: 1943.959595
	Iteration 6Q: 3 clusters Score -46011.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46038.355469 Penalty: 1943.959595
	Iteration 7Q: 3 clusters Score -46038.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46042.757812 Penalty: 1943.959595
	Iteration 8Q: 3 clusters Score -46042.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46046.566406 Penalty: 1943.959595
	Iteration 9Q: 3 clusters Score -46046.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46059.488281 Penalty: 1943.959595
	Iteration 10Q: 3 clusters Score -46059.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46074.789062 Penalty: 1943.959595
	Iteration 11Q: 3 clusters Score -46074.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46092.078125 Penalty: 1943.959595
	Iteration 12Q: 3 clusters Score -46092.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46101.347656 Penalty: 1943.959595
	Iteration 13Q: 3 clusters Score -46101.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46115.792969 Penalty: 1943.959595
	Iteration 14Q: 3 clusters Score -46115.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46130.164062 Penalty: 1943.959595
	Iteration 15Q: 3 clusters Score -46130.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46131.597656 Penalty: 1943.959595
	Iteration 16Q: 3 clusters Score -46131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46131.597656 Penalty: 1943.959595
	Iteration 17F: 3 clusters Score -46131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -68565.234375 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -68565.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67404.679688 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -67404.68 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67809.335938 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -67809.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68061.375000 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -68061.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68193.125000 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -68193.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68280.226562 Penalty: 2109.485107
	Iteration 4F: 3 clusters Score -68280.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68307.226562 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -68307.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68315.671875 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -68315.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68327.242188 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -68327.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68337.546875 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -68337.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68338.054688 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -68338.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68338.054688 Penalty: 2109.485107
	Iteration 10F: 3 clusters Score -68338.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -19121.160156 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -19121.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18293.105469 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -18293.11 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18515.251953 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -18515.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18590.046875 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -18590.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18688.945312 Penalty: 1963.855713
	Iteration 3F: 3 clusters Score -18688.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18814.677734 Penalty: 1963.855713
	Iteration 4F: 3 clusters Score -18814.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19003.494141 Penalty: 1963.855713
	Iteration 5F: 3 clusters Score -19003.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19244.642578 Penalty: 1963.855713
	Iteration 6F: 3 clusters Score -19244.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19485.853516 Penalty: 1963.855713
	Iteration 7F: 3 clusters Score -19485.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19630.878906 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -19630.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19723.373047 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -19723.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19754.867188 Penalty: 1963.855713
	Iteration 10Q: 3 clusters Score -19754.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19759.107422 Penalty: 1963.855713
	Iteration 11Q: 3 clusters Score -19759.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19760.373047 Penalty: 1963.855713
	Iteration 12F: 3 clusters Score -19760.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19762.097656 Penalty: 1963.855713
	Iteration 13Q: 3 clusters Score -19762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19762.097656 Penalty: 1963.855713
	Iteration 14F: 3 clusters Score -19762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 288 members 
Entering Unmasked Estep 
Score: -85920416.000000 Penalty: 95829.117188
Splitting cluster 10 changes total score from -85922160.000000 to -85920416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Entering Unmasked Estep 
Score: -1458847.375000 Penalty: 1517.715576
	Iteration 0F: 2 clusters Score -1458847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1450870.500000 Penalty: 3035.431152
	Iteration 0F: 3 clusters Score -1450870 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1453663.375000 Penalty: 3035.431152
	Iteration 1F: 3 clusters Score -1453663 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1454090.750000 Penalty: 3035.431152
	Iteration 2F: 3 clusters Score -1454091 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1454527.250000 Penalty: 3035.431152
	Iteration 3F: 3 clusters Score -1454527 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1454963.250000 Penalty: 3035.431152
	Iteration 4F: 3 clusters Score -1454963 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1455443.375000 Penalty: 3035.431152
	Iteration 5F: 3 clusters Score -1455443 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1455949.250000 Penalty: 3035.431152
	Iteration 6F: 3 clusters Score -1455949 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1456425.875000 Penalty: 3035.431152
	Iteration 7F: 3 clusters Score -1456426 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1456901.750000 Penalty: 3035.431152
	Iteration 8F: 3 clusters Score -1456902 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1457364.625000 Penalty: 3035.431152
	Iteration 9Q: 3 clusters Score -1457365 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1457780.875000 Penalty: 3035.431152
	Iteration 10Q: 3 clusters Score -1457781 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1458122.375000 Penalty: 3035.431152
	Iteration 11Q: 3 clusters Score -1458122 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1458362.500000 Penalty: 3035.431152
	Iteration 12Q: 3 clusters Score -1458362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1458449.750000 Penalty: 3035.431152
	Iteration 13Q: 3 clusters Score -1458450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1458507.000000 Penalty: 3035.431152
	Iteration 14Q: 3 clusters Score -1458507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1458528.875000 Penalty: 3035.431152
	Iteration 15Q: 3 clusters Score -1458529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1458536.000000 Penalty: 3035.431152
	Iteration 16Q: 3 clusters Score -1458536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1458538.750000 Penalty: 3035.431152
	Iteration 17Q: 3 clusters Score -1458539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1458539.250000 Penalty: 3035.431152
	Iteration 18Q: 3 clusters Score -1458539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1458539.000000 Penalty: 3035.431152
	Iteration 19Q: 3 clusters Score -1458539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1458539.000000 Penalty: 3035.431152
	Iteration 20F: 3 clusters Score -1458539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1458539.250000 Penalty: 3035.431152
	Iteration 21Q: 3 clusters Score -1458539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1458540.000000 Penalty: 3035.431152
	Iteration 22Q: 3 clusters Score -1458540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1458541.750000 Penalty: 3035.431152
	Iteration 23Q: 3 clusters Score -1458542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1458542.000000 Penalty: 3035.431152
	Iteration 24Q: 3 clusters Score -1458542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1458542.750000 Penalty: 3035.431152
	Iteration 25Q: 3 clusters Score -1458543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1458541.875000 Penalty: 3035.431152
	Iteration 26Q: 3 clusters Score -1458542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1458540.125000 Penalty: 3035.431152
	Iteration 27Q: 3 clusters Score -1458540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1458540.125000 Penalty: 3035.431152
	Iteration 28F: 3 clusters Score -1458540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Entering Unmasked Estep 
Score: -10648977.000000 Penalty: 1834.152344
	Iteration 0F: 2 clusters Score -1.064898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -10606225.000000 Penalty: 3668.304688
	Iteration 0F: 3 clusters Score -1.060622e+07 nChanged 37911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -10628065.000000 Penalty: 3668.304688
	Iteration 1F: 3 clusters Score -1.062806e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -10628873.000000 Penalty: 3668.304688
	Iteration 2Q: 3 clusters Score -1.062887e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -10630046.000000 Penalty: 3668.304688
	Iteration 3Q: 3 clusters Score -1.063005e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -10632076.000000 Penalty: 3668.304688
	Iteration 4Q: 3 clusters Score -1.063208e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -10635214.000000 Penalty: 3668.304688
	Iteration 5F: 3 clusters Score -1.063521e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -10639236.000000 Penalty: 3668.304688
	Iteration 6F: 3 clusters Score -1.063924e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -10643848.000000 Penalty: 3668.304688
	Iteration 7F: 3 clusters Score -1.064385e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -10647763.000000 Penalty: 3668.304688
	Iteration 8F: 3 clusters Score -1.064776e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -10650110.000000 Penalty: 3668.304688
	Iteration 9F: 3 clusters Score -1.065011e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -10651301.000000 Penalty: 3668.304688
	Iteration 10Q: 3 clusters Score -1.06513e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -10651778.000000 Penalty: 3668.304688
	Iteration 11Q: 3 clusters Score -1.065178e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -10652087.000000 Penalty: 3668.304688
	Iteration 12Q: 3 clusters Score -1.065209e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -10652294.000000 Penalty: 3668.304688
	Iteration 13Q: 3 clusters Score -1.065229e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -10652457.000000 Penalty: 3668.304688
	Iteration 14Q: 3 clusters Score -1.065246e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -10652598.000000 Penalty: 3668.304688
	Iteration 15Q: 3 clusters Score -1.06526e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -10652682.000000 Penalty: 3668.304688
	Iteration 16Q: 3 clusters Score -1.065268e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -10652703.000000 Penalty: 3668.304688
	Iteration 17Q: 3 clusters Score -1.06527e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -10652741.000000 Penalty: 3668.304688
	Iteration 18Q: 3 clusters Score -1.065274e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -10652733.000000 Penalty: 3668.304688
	Iteration 19Q: 3 clusters Score -1.065273e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -10652763.000000 Penalty: 3668.304688
	Iteration 20F: 3 clusters Score -1.065276e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -10652779.000000 Penalty: 3668.304688
	Iteration 21Q: 3 clusters Score -1.065278e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -10652757.000000 Penalty: 3668.304688
	Iteration 22Q: 3 clusters Score -1.065276e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -10652780.000000 Penalty: 3668.304688
	Iteration 23Q: 3 clusters Score -1.065278e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -10652803.000000 Penalty: 3668.304688
	Iteration 24Q: 3 clusters Score -1.06528e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -10652801.000000 Penalty: 3668.304688
	Iteration 25Q: 3 clusters Score -1.06528e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -10652804.000000 Penalty: 3668.304688
	Iteration 26Q: 3 clusters Score -1.06528e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -10652790.000000 Penalty: 3668.304688
	Iteration 27Q: 3 clusters Score -1.065279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -10652799.000000 Penalty: 3668.304688
	Iteration 28Q: 3 clusters Score -1.06528e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -10652814.000000 Penalty: 3668.304688
	Iteration 29Q: 3 clusters Score -1.065281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -10652806.000000 Penalty: 3668.304688
	Iteration 30Q: 3 clusters Score -1.065281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -10652826.000000 Penalty: 3668.304688
	Iteration 31Q: 3 clusters Score -1.065283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -10652821.000000 Penalty: 3668.304688
	Iteration 32Q: 3 clusters Score -1.065282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -10652818.000000 Penalty: 3668.304688
	Iteration 33Q: 3 clusters Score -1.065282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -10652808.000000 Penalty: 3668.304688
	Iteration 34Q: 3 clusters Score -1.065281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -10652820.000000 Penalty: 3668.304688
	Iteration 35Q: 3 clusters Score -1.065282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -10652828.000000 Penalty: 3668.304688
	Iteration 36Q: 3 clusters Score -1.065283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -10652832.000000 Penalty: 3668.304688
	Iteration 37Q: 3 clusters Score -1.065283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -10652830.000000 Penalty: 3668.304688
	Iteration 38Q: 3 clusters Score -1.065283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -10652835.000000 Penalty: 3668.304688
	Iteration 39Q: 3 clusters Score -1.065284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -10652828.000000 Penalty: 3668.304688
	Iteration 40F: 3 clusters Score -1.065283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -10652831.000000 Penalty: 3668.304688
	Iteration 41Q: 3 clusters Score -1.065283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -10652833.000000 Penalty: 3668.304688
	Iteration 42Q: 3 clusters Score -1.065283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -10652835.000000 Penalty: 3668.304688
	Iteration 43Q: 3 clusters Score -1.065284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -10652844.000000 Penalty: 3668.304688
	Iteration 44Q: 3 clusters Score -1.065284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -10652844.000000 Penalty: 3668.304688
	Iteration 45Q: 3 clusters Score -1.065284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -10652849.000000 Penalty: 3668.304688
	Iteration 46Q: 3 clusters Score -1.065285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -10652859.000000 Penalty: 3668.304688
	Iteration 47Q: 3 clusters Score -1.065286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -10652844.000000 Penalty: 3668.304688
	Iteration 48Q: 3 clusters Score -1.065284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10652849.000000 Penalty: 3668.304688
	Iteration 49Q: 3 clusters Score -1.065285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -10652854.000000 Penalty: 3668.304688
	Iteration 50Q: 3 clusters Score -1.065285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -10652852.000000 Penalty: 3668.304688
	Iteration 51Q: 3 clusters Score -1.065285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -10652845.000000 Penalty: 3668.304688
	Iteration 52Q: 3 clusters Score -1.065284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -10652858.000000 Penalty: 3668.304688
	Iteration 53Q: 3 clusters Score -1.065286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -10652870.000000 Penalty: 3668.304688
	Iteration 54Q: 3 clusters Score -1.065287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -10652861.000000 Penalty: 3668.304688
	Iteration 55Q: 3 clusters Score -1.065286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10652854.000000 Penalty: 3668.304688
	Iteration 56Q: 3 clusters Score -1.065285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10652853.000000 Penalty: 3668.304688
	Iteration 57Q: 3 clusters Score -1.065285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10652848.000000 Penalty: 3668.304688
	Iteration 58Q: 3 clusters Score -1.065285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -10652852.000000 Penalty: 3668.304688
	Iteration 59Q: 3 clusters Score -1.065285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10652853.000000 Penalty: 3668.304688
	Iteration 60F: 3 clusters Score -1.065285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -10652860.000000 Penalty: 3668.304688
	Iteration 61Q: 3 clusters Score -1.065286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10652864.000000 Penalty: 3668.304688
	Iteration 62Q: 3 clusters Score -1.065286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10652861.000000 Penalty: 3668.304688
	Iteration 63Q: 3 clusters Score -1.065286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10652861.000000 Penalty: 3668.304688
	Iteration 64F: 3 clusters Score -1.065286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 89999 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 31873 members 
Entering Unmasked Estep 
Score: -85924096.000000 Penalty: 95829.117188
Splitting cluster 12 changes total score from -85922160.000000 to -85924096.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (18042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Entering Unmasked Estep 
Score: -2344894.500000 Penalty: 1592.574463
	Iteration 0F: 2 clusters Score -2344894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2332545.250000 Penalty: 3185.148926
	Iteration 0F: 3 clusters Score -2332545 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2337074.000000 Penalty: 3185.148926
	Iteration 1F: 3 clusters Score -2337074 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2337471.500000 Penalty: 3185.148926
	Iteration 2F: 3 clusters Score -2337472 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2337832.750000 Penalty: 3185.148926
	Iteration 3Q: 3 clusters Score -2337833 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2338239.000000 Penalty: 3185.148926
	Iteration 4Q: 3 clusters Score -2338239 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2338684.250000 Penalty: 3185.148926
	Iteration 5F: 3 clusters Score -2338684 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2339133.500000 Penalty: 3185.148926
	Iteration 6Q: 3 clusters Score -2339134 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2339622.000000 Penalty: 3185.148926
	Iteration 7Q: 3 clusters Score -2339622 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2340182.500000 Penalty: 3185.148926
	Iteration 8Q: 3 clusters Score -2340182 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2340800.000000 Penalty: 3185.148926
	Iteration 9Q: 3 clusters Score -2340800 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2341448.250000 Penalty: 3185.148926
	Iteration 10Q: 3 clusters Score -2341448 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2342038.250000 Penalty: 3185.148926
	Iteration 11Q: 3 clusters Score -2342038 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2342476.250000 Penalty: 3185.148926
	Iteration 12Q: 3 clusters Score -2342476 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2342787.250000 Penalty: 3185.148926
	Iteration 13Q: 3 clusters Score -2342787 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2343013.750000 Penalty: 3185.148926
	Iteration 14Q: 3 clusters Score -2343014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2343167.500000 Penalty: 3185.148926
	Iteration 15Q: 3 clusters Score -2343168 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2343276.750000 Penalty: 3185.148926
	Iteration 16Q: 3 clusters Score -2343277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2343349.000000 Penalty: 3185.148926
	Iteration 17Q: 3 clusters Score -2343349 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2343398.500000 Penalty: 3185.148926
	Iteration 18Q: 3 clusters Score -2343398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2343445.250000 Penalty: 3185.148926
	Iteration 19Q: 3 clusters Score -2343445 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2343483.000000 Penalty: 3185.148926
	Iteration 20F: 3 clusters Score -2343483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2343511.750000 Penalty: 3185.148926
	Iteration 21Q: 3 clusters Score -2343512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2343545.250000 Penalty: 3185.148926
	Iteration 22Q: 3 clusters Score -2343545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2343561.750000 Penalty: 3185.148926
	Iteration 23Q: 3 clusters Score -2343562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2343581.000000 Penalty: 3185.148926
	Iteration 24Q: 3 clusters Score -2343581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2343607.000000 Penalty: 3185.148926
	Iteration 25Q: 3 clusters Score -2343607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2343621.750000 Penalty: 3185.148926
	Iteration 26Q: 3 clusters Score -2343622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2343633.750000 Penalty: 3185.148926
	Iteration 27Q: 3 clusters Score -2343634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2343640.000000 Penalty: 3185.148926
	Iteration 28Q: 3 clusters Score -2343640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2343645.250000 Penalty: 3185.148926
	Iteration 29Q: 3 clusters Score -2343645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2343653.750000 Penalty: 3185.148926
	Iteration 30Q: 3 clusters Score -2343654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2343658.250000 Penalty: 3185.148926
	Iteration 31Q: 3 clusters Score -2343658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2343661.750000 Penalty: 3185.148926
	Iteration 32Q: 3 clusters Score -2343662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2343659.500000 Penalty: 3185.148926
	Iteration 33Q: 3 clusters Score -2343660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2343668.000000 Penalty: 3185.148926
	Iteration 34Q: 3 clusters Score -2343668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2343675.250000 Penalty: 3185.148926
	Iteration 35Q: 3 clusters Score -2343675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2343672.000000 Penalty: 3185.148926
	Iteration 36Q: 3 clusters Score -2343672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2343673.250000 Penalty: 3185.148926
	Iteration 37Q: 3 clusters Score -2343673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2343675.750000 Penalty: 3185.148926
	Iteration 38Q: 3 clusters Score -2343676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2343674.750000 Penalty: 3185.148926
	Iteration 39Q: 3 clusters Score -2343675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2343672.750000 Penalty: 3185.148926
	Iteration 40F: 3 clusters Score -2343673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2343675.750000 Penalty: 3185.148926
	Iteration 41Q: 3 clusters Score -2343676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2343674.750000 Penalty: 3185.148926
	Iteration 42Q: 3 clusters Score -2343675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2343677.250000 Penalty: 3185.148926
	Iteration 43Q: 3 clusters Score -2343677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2343678.500000 Penalty: 3185.148926
	Iteration 44Q: 3 clusters Score -2343678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2343675.500000 Penalty: 3185.148926
	Iteration 45Q: 3 clusters Score -2343676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2343676.500000 Penalty: 3185.148926
	Iteration 46Q: 3 clusters Score -2343676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2343679.500000 Penalty: 3185.148926
	Iteration 47Q: 3 clusters Score -2343680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2343680.500000 Penalty: 3185.148926
	Iteration 48Q: 3 clusters Score -2343680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2343678.500000 Penalty: 3185.148926
	Iteration 49Q: 3 clusters Score -2343678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2343678.500000 Penalty: 3185.148926
	Iteration 50F: 3 clusters Score -2343678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Entering Unmasked Estep 
Score: -10845206.000000 Penalty: 1838.153564
	Iteration 0F: 2 clusters Score -1.084521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -10792828.000000 Penalty: 3676.307129
	Iteration 0F: 3 clusters Score -1.079283e+07 nChanged 38831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -10815499.000000 Penalty: 3676.307129
	Iteration 1F: 3 clusters Score -1.08155e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -10816459.000000 Penalty: 3676.307129
	Iteration 2Q: 3 clusters Score -1.081646e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -10817690.000000 Penalty: 3676.307129
	Iteration 3Q: 3 clusters Score -1.081769e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -10819517.000000 Penalty: 3676.307129
	Iteration 4Q: 3 clusters Score -1.081952e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10821923.000000 Penalty: 3676.307129
	Iteration 5F: 3 clusters Score -1.082192e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -10825233.000000 Penalty: 3676.307129
	Iteration 6F: 3 clusters Score -1.082523e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -10829578.000000 Penalty: 3676.307129
	Iteration 7F: 3 clusters Score -1.082958e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -10833909.000000 Penalty: 3676.307129
	Iteration 8F: 3 clusters Score -1.083391e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -10836720.000000 Penalty: 3676.307129
	Iteration 9Q: 3 clusters Score -1.083672e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -10837997.000000 Penalty: 3676.307129
	Iteration 10Q: 3 clusters Score -1.0838e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -10838670.000000 Penalty: 3676.307129
	Iteration 11Q: 3 clusters Score -1.083867e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -10839107.000000 Penalty: 3676.307129
	Iteration 12Q: 3 clusters Score -1.083911e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -10839464.000000 Penalty: 3676.307129
	Iteration 13Q: 3 clusters Score -1.083946e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -10839819.000000 Penalty: 3676.307129
	Iteration 14Q: 3 clusters Score -1.083982e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -10840201.000000 Penalty: 3676.307129
	Iteration 15Q: 3 clusters Score -1.08402e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -10840533.000000 Penalty: 3676.307129
	Iteration 16Q: 3 clusters Score -1.084053e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -10840793.000000 Penalty: 3676.307129
	Iteration 17Q: 3 clusters Score -1.084079e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -10841058.000000 Penalty: 3676.307129
	Iteration 18Q: 3 clusters Score -1.084106e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -10841306.000000 Penalty: 3676.307129
	Iteration 19Q: 3 clusters Score -1.084131e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -10841510.000000 Penalty: 3676.307129
	Iteration 20F: 3 clusters Score -1.084151e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -10841681.000000 Penalty: 3676.307129
	Iteration 21Q: 3 clusters Score -1.084168e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -10841882.000000 Penalty: 3676.307129
	Iteration 22Q: 3 clusters Score -1.084188e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -10842132.000000 Penalty: 3676.307129
	Iteration 23Q: 3 clusters Score -1.084213e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -10842286.000000 Penalty: 3676.307129
	Iteration 24Q: 3 clusters Score -1.084229e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -10842390.000000 Penalty: 3676.307129
	Iteration 25Q: 3 clusters Score -1.084239e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -10842457.000000 Penalty: 3676.307129
	Iteration 26Q: 3 clusters Score -1.084246e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -10842577.000000 Penalty: 3676.307129
	Iteration 27Q: 3 clusters Score -1.084258e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10842646.000000 Penalty: 3676.307129
	Iteration 28Q: 3 clusters Score -1.084265e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -10842778.000000 Penalty: 3676.307129
	Iteration 29Q: 3 clusters Score -1.084278e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -10842806.000000 Penalty: 3676.307129
	Iteration 30Q: 3 clusters Score -1.084281e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10842887.000000 Penalty: 3676.307129
	Iteration 31Q: 3 clusters Score -1.084289e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10842933.000000 Penalty: 3676.307129
	Iteration 32Q: 3 clusters Score -1.084293e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10843038.000000 Penalty: 3676.307129
	Iteration 33Q: 3 clusters Score -1.084304e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10843109.000000 Penalty: 3676.307129
	Iteration 34Q: 3 clusters Score -1.084311e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10843147.000000 Penalty: 3676.307129
	Iteration 35Q: 3 clusters Score -1.084315e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10843220.000000 Penalty: 3676.307129
	Iteration 36Q: 3 clusters Score -1.084322e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10843272.000000 Penalty: 3676.307129
	Iteration 37Q: 3 clusters Score -1.084327e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10843291.000000 Penalty: 3676.307129
	Iteration 38Q: 3 clusters Score -1.084329e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10843322.000000 Penalty: 3676.307129
	Iteration 39Q: 3 clusters Score -1.084332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10843330.000000 Penalty: 3676.307129
	Iteration 40F: 3 clusters Score -1.084333e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10843395.000000 Penalty: 3676.307129
	Iteration 41Q: 3 clusters Score -1.08434e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10843431.000000 Penalty: 3676.307129
	Iteration 42Q: 3 clusters Score -1.084343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10843436.000000 Penalty: 3676.307129
	Iteration 43Q: 3 clusters Score -1.084344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10843460.000000 Penalty: 3676.307129
	Iteration 44Q: 3 clusters Score -1.084346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10843489.000000 Penalty: 3676.307129
	Iteration 45Q: 3 clusters Score -1.084349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10843507.000000 Penalty: 3676.307129
	Iteration 46Q: 3 clusters Score -1.084351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10843515.000000 Penalty: 3676.307129
	Iteration 47Q: 3 clusters Score -1.084352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10843539.000000 Penalty: 3676.307129
	Iteration 48Q: 3 clusters Score -1.084354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10843558.000000 Penalty: 3676.307129
	Iteration 49Q: 3 clusters Score -1.084356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10843572.000000 Penalty: 3676.307129
	Iteration 50Q: 3 clusters Score -1.084357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10843576.000000 Penalty: 3676.307129
	Iteration 51Q: 3 clusters Score -1.084358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10843590.000000 Penalty: 3676.307129
	Iteration 52Q: 3 clusters Score -1.084359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10843593.000000 Penalty: 3676.307129
	Iteration 53Q: 3 clusters Score -1.084359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10843609.000000 Penalty: 3676.307129
	Iteration 54Q: 3 clusters Score -1.084361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10843611.000000 Penalty: 3676.307129
	Iteration 55Q: 3 clusters Score -1.084361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10843609.000000 Penalty: 3676.307129
	Iteration 56Q: 3 clusters Score -1.084361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10843608.000000 Penalty: 3676.307129
	Iteration 57Q: 3 clusters Score -1.084361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10843615.000000 Penalty: 3676.307129
	Iteration 58Q: 3 clusters Score -1.084362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10843615.000000 Penalty: 3676.307129
	Iteration 59Q: 3 clusters Score -1.084362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10843619.000000 Penalty: 3676.307129
	Iteration 60F: 3 clusters Score -1.084362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10843618.000000 Penalty: 3676.307129
	Iteration 61Q: 3 clusters Score -1.084362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10843618.000000 Penalty: 3676.307129
	Iteration 62Q: 3 clusters Score -1.084362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10843618.000000 Penalty: 3676.307129
	Iteration 63F: 3 clusters Score -1.084362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -49764.902344 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -49764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48861.535156 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -48861.54 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49184.824219 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -49184.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49340.222656 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -49340.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49432.917969 Penalty: 1985.505493
	Iteration 3Q: 3 clusters Score -49432.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49523.273438 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -49523.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49556.613281 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -49556.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49571.792969 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -49571.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49574.140625 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -49574.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49574.140625 Penalty: 1985.505493
	Iteration 8F: 3 clusters Score -49574.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -28607.789062 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -28607.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27799.166016 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -27799.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27964.728516 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -27964.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28077.705078 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -28077.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28167.505859 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -28167.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28201.033203 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -28201.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28207.589844 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -28207.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28219.578125 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -28219.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28219.578125 Penalty: 1821.885620
	Iteration 7F: 3 clusters Score -28219.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -12738.351562 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -12738.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12100.531250 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -12100.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12167.041992 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -12167.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12176.250000 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -12176.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12181.549805 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -12181.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12181.549805 Penalty: 1687.711060
	Iteration 4F: 3 clusters Score -12181.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Entering Unmasked Estep 
Score: -2750062.250000 Penalty: 1617.708740
	Iteration 0F: 2 clusters Score -2750062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2735755.250000 Penalty: 3235.417480
	Iteration 0F: 3 clusters Score -2735755 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2740927.500000 Penalty: 3235.417480
	Iteration 1F: 3 clusters Score -2740928 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2741399.250000 Penalty: 3235.417480
	Iteration 2F: 3 clusters Score -2741399 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2741894.500000 Penalty: 3235.417480
	Iteration 3F: 3 clusters Score -2741894 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2742389.250000 Penalty: 3235.417480
	Iteration 4F: 3 clusters Score -2742389 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2742970.000000 Penalty: 3235.417480
	Iteration 5Q: 3 clusters Score -2742970 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2743733.750000 Penalty: 3235.417480
	Iteration 6F: 3 clusters Score -2743734 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2744566.500000 Penalty: 3235.417480
	Iteration 7F: 3 clusters Score -2744566 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2745462.500000 Penalty: 3235.417480
	Iteration 8F: 3 clusters Score -2745462 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2746370.250000 Penalty: 3235.417480
	Iteration 9Q: 3 clusters Score -2746370 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2747130.250000 Penalty: 3235.417480
	Iteration 10Q: 3 clusters Score -2747130 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2747569.500000 Penalty: 3235.417480
	Iteration 11Q: 3 clusters Score -2747570 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2747827.500000 Penalty: 3235.417480
	Iteration 12Q: 3 clusters Score -2747828 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2747986.000000 Penalty: 3235.417480
	Iteration 13Q: 3 clusters Score -2747986 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2748121.750000 Penalty: 3235.417480
	Iteration 14Q: 3 clusters Score -2748122 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2748227.000000 Penalty: 3235.417480
	Iteration 15Q: 3 clusters Score -2748227 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2748318.250000 Penalty: 3235.417480
	Iteration 16Q: 3 clusters Score -2748318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2748405.750000 Penalty: 3235.417480
	Iteration 17Q: 3 clusters Score -2748406 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2748489.250000 Penalty: 3235.417480
	Iteration 18Q: 3 clusters Score -2748489 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2748557.250000 Penalty: 3235.417480
	Iteration 19Q: 3 clusters Score -2748557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2748590.500000 Penalty: 3235.417480
	Iteration 20F: 3 clusters Score -2748590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2748624.250000 Penalty: 3235.417480
	Iteration 21Q: 3 clusters Score -2748624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2748649.250000 Penalty: 3235.417480
	Iteration 22Q: 3 clusters Score -2748649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2748690.000000 Penalty: 3235.417480
	Iteration 23Q: 3 clusters Score -2748690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2748726.250000 Penalty: 3235.417480
	Iteration 24Q: 3 clusters Score -2748726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2748750.000000 Penalty: 3235.417480
	Iteration 25Q: 3 clusters Score -2748750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2748780.750000 Penalty: 3235.417480
	Iteration 26Q: 3 clusters Score -2748781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2748809.000000 Penalty: 3235.417480
	Iteration 27Q: 3 clusters Score -2748809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2748831.000000 Penalty: 3235.417480
	Iteration 28Q: 3 clusters Score -2748831 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2748850.000000 Penalty: 3235.417480
	Iteration 29Q: 3 clusters Score -2748850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2748864.000000 Penalty: 3235.417480
	Iteration 30Q: 3 clusters Score -2748864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2748874.500000 Penalty: 3235.417480
	Iteration 31Q: 3 clusters Score -2748874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2748894.500000 Penalty: 3235.417480
	Iteration 32Q: 3 clusters Score -2748894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2748907.750000 Penalty: 3235.417480
	Iteration 33Q: 3 clusters Score -2748908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2748916.000000 Penalty: 3235.417480
	Iteration 34Q: 3 clusters Score -2748916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2748916.500000 Penalty: 3235.417480
	Iteration 35Q: 3 clusters Score -2748916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2748922.250000 Penalty: 3235.417480
	Iteration 36Q: 3 clusters Score -2748922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2748924.000000 Penalty: 3235.417480
	Iteration 37Q: 3 clusters Score -2748924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2748928.750000 Penalty: 3235.417480
	Iteration 38Q: 3 clusters Score -2748929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2748942.500000 Penalty: 3235.417480
	Iteration 39Q: 3 clusters Score -2748942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2748945.250000 Penalty: 3235.417480
	Iteration 40F: 3 clusters Score -2748945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2748953.000000 Penalty: 3235.417480
	Iteration 41Q: 3 clusters Score -2748953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2748960.750000 Penalty: 3235.417480
	Iteration 42Q: 3 clusters Score -2748961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2748964.500000 Penalty: 3235.417480
	Iteration 43Q: 3 clusters Score -2748964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2748967.750000 Penalty: 3235.417480
	Iteration 44Q: 3 clusters Score -2748968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2748970.000000 Penalty: 3235.417480
	Iteration 45Q: 3 clusters Score -2748970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2748971.750000 Penalty: 3235.417480
	Iteration 46Q: 3 clusters Score -2748972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2748973.250000 Penalty: 3235.417480
	Iteration 47Q: 3 clusters Score -2748973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2748975.000000 Penalty: 3235.417480
	Iteration 48Q: 3 clusters Score -2748975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2748974.250000 Penalty: 3235.417480
	Iteration 49Q: 3 clusters Score -2748974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2748972.750000 Penalty: 3235.417480
	Iteration 50Q: 3 clusters Score -2748973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2748976.250000 Penalty: 3235.417480
	Iteration 51Q: 3 clusters Score -2748976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2748976.000000 Penalty: 3235.417480
	Iteration 52Q: 3 clusters Score -2748976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2748978.500000 Penalty: 3235.417480
	Iteration 53Q: 3 clusters Score -2748978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2748980.500000 Penalty: 3235.417480
	Iteration 54Q: 3 clusters Score -2748980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2748980.500000 Penalty: 3235.417480
	Iteration 55F: 3 clusters Score -2748980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Entering Unmasked Estep 
Score: -11947933.000000 Penalty: 1853.727417
	Iteration 0F: 2 clusters Score -1.194793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -11898640.000000 Penalty: 3707.454834
	Iteration 0F: 3 clusters Score -1.189864e+07 nChanged 42992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -11924006.000000 Penalty: 3707.454834
	Iteration 1F: 3 clusters Score -1.192401e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -11924921.000000 Penalty: 3707.454834
	Iteration 2Q: 3 clusters Score -1.192492e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -11926367.000000 Penalty: 3707.454834
	Iteration 3Q: 3 clusters Score -1.192637e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -11928362.000000 Penalty: 3707.454834
	Iteration 4Q: 3 clusters Score -1.192836e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -11930982.000000 Penalty: 3707.454834
	Iteration 5F: 3 clusters Score -1.193098e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -11934127.000000 Penalty: 3707.454834
	Iteration 6F: 3 clusters Score -1.193413e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -11937277.000000 Penalty: 3707.454834
	Iteration 7F: 3 clusters Score -1.193728e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -11939964.000000 Penalty: 3707.454834
	Iteration 8F: 3 clusters Score -1.193996e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -11942309.000000 Penalty: 3707.454834
	Iteration 9F: 3 clusters Score -1.194231e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -11944330.000000 Penalty: 3707.454834
	Iteration 10Q: 3 clusters Score -1.194433e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -11945878.000000 Penalty: 3707.454834
	Iteration 11Q: 3 clusters Score -1.194588e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -11947260.000000 Penalty: 3707.454834
	Iteration 12Q: 3 clusters Score -1.194726e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -11948251.000000 Penalty: 3707.454834
	Iteration 13Q: 3 clusters Score -1.194825e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -11949189.000000 Penalty: 3707.454834
	Iteration 14Q: 3 clusters Score -1.194919e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -11949830.000000 Penalty: 3707.454834
	Iteration 15Q: 3 clusters Score -1.194983e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -11950409.000000 Penalty: 3707.454834
	Iteration 16Q: 3 clusters Score -1.195041e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -11950926.000000 Penalty: 3707.454834
	Iteration 17Q: 3 clusters Score -1.195093e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -11951340.000000 Penalty: 3707.454834
	Iteration 18Q: 3 clusters Score -1.195134e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -11951526.000000 Penalty: 3707.454834
	Iteration 19Q: 3 clusters Score -1.195153e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -11951742.000000 Penalty: 3707.454834
	Iteration 20F: 3 clusters Score -1.195174e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -11951847.000000 Penalty: 3707.454834
	Iteration 21Q: 3 clusters Score -1.195185e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -11951916.000000 Penalty: 3707.454834
	Iteration 22Q: 3 clusters Score -1.195192e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -11952015.000000 Penalty: 3707.454834
	Iteration 23Q: 3 clusters Score -1.195202e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -11952086.000000 Penalty: 3707.454834
	Iteration 24Q: 3 clusters Score -1.195209e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -11952153.000000 Penalty: 3707.454834
	Iteration 25Q: 3 clusters Score -1.195215e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -11952153.000000 Penalty: 3707.454834
	Iteration 26Q: 3 clusters Score -1.195215e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -11952181.000000 Penalty: 3707.454834
	Iteration 27Q: 3 clusters Score -1.195218e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11952197.000000 Penalty: 3707.454834
	Iteration 28Q: 3 clusters Score -1.19522e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -11952196.000000 Penalty: 3707.454834
	Iteration 29Q: 3 clusters Score -1.19522e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -11952182.000000 Penalty: 3707.454834
	Iteration 30Q: 3 clusters Score -1.195218e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -11952227.000000 Penalty: 3707.454834
	Iteration 31Q: 3 clusters Score -1.195223e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -11952208.000000 Penalty: 3707.454834
	Iteration 32Q: 3 clusters Score -1.195221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -11952225.000000 Penalty: 3707.454834
	Iteration 33Q: 3 clusters Score -1.195222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -11952209.000000 Penalty: 3707.454834
	Iteration 34Q: 3 clusters Score -1.195221e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -11952204.000000 Penalty: 3707.454834
	Iteration 35Q: 3 clusters Score -1.19522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -11952203.000000 Penalty: 3707.454834
	Iteration 36Q: 3 clusters Score -1.19522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -11952206.000000 Penalty: 3707.454834
	Iteration 37Q: 3 clusters Score -1.195221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -11952213.000000 Penalty: 3707.454834
	Iteration 38Q: 3 clusters Score -1.195221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11952207.000000 Penalty: 3707.454834
	Iteration 39Q: 3 clusters Score -1.195221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -11952199.000000 Penalty: 3707.454834
	Iteration 40F: 3 clusters Score -1.19522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -11952204.000000 Penalty: 3707.454834
	Iteration 41Q: 3 clusters Score -1.19522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -11952194.000000 Penalty: 3707.454834
	Iteration 42Q: 3 clusters Score -1.195219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -11952198.000000 Penalty: 3707.454834
	Iteration 43Q: 3 clusters Score -1.19522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -11952205.000000 Penalty: 3707.454834
	Iteration 44Q: 3 clusters Score -1.19522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -11952207.000000 Penalty: 3707.454834
	Iteration 45Q: 3 clusters Score -1.195221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -11952209.000000 Penalty: 3707.454834
	Iteration 46Q: 3 clusters Score -1.195221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -11952211.000000 Penalty: 3707.454834
	Iteration 47Q: 3 clusters Score -1.195221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -11952210.000000 Penalty: 3707.454834
	Iteration 48Q: 3 clusters Score -1.195221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -11952210.000000 Penalty: 3707.454834
	Iteration 49F: 3 clusters Score -1.195221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 42216 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 31873 members 
Mstep: Class 45 contains 47783 members 
Entering Unmasked Estep 
Score: -85927544.000000 Penalty: 98007.054688
Splitting cluster 19 changes total score from -85922160.000000 to -85927544.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -666661.187500 Penalty: 1388.404907
	Iteration 0F: 2 clusters Score -666661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -662649.687500 Penalty: 2776.809814
	Iteration 0F: 3 clusters Score -662649.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -663729.875000 Penalty: 2776.809814
	Iteration 1F: 3 clusters Score -663729.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -663909.437500 Penalty: 2776.809814
	Iteration 2F: 3 clusters Score -663909.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -664031.750000 Penalty: 2776.809814
	Iteration 3Q: 3 clusters Score -664031.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -664116.937500 Penalty: 2776.809814
	Iteration 4Q: 3 clusters Score -664116.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -664213.312500 Penalty: 2776.809814
	Iteration 5Q: 3 clusters Score -664213.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -664302.562500 Penalty: 2776.809814
	Iteration 6Q: 3 clusters Score -664302.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -664374.625000 Penalty: 2776.809814
	Iteration 7Q: 3 clusters Score -664374.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -664467.875000 Penalty: 2776.809814
	Iteration 8Q: 3 clusters Score -664467.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -664587.187500 Penalty: 2776.809814
	Iteration 9Q: 3 clusters Score -664587.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -664713.437500 Penalty: 2776.809814
	Iteration 10Q: 3 clusters Score -664713.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -664841.812500 Penalty: 2776.809814
	Iteration 11Q: 3 clusters Score -664841.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -664971.250000 Penalty: 2776.809814
	Iteration 12Q: 3 clusters Score -664971.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -665081.437500 Penalty: 2776.809814
	Iteration 13Q: 3 clusters Score -665081.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -665189.812500 Penalty: 2776.809814
	Iteration 14Q: 3 clusters Score -665189.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -665292.875000 Penalty: 2776.809814
	Iteration 15Q: 3 clusters Score -665292.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -665368.125000 Penalty: 2776.809814
	Iteration 16Q: 3 clusters Score -665368.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -665441.562500 Penalty: 2776.809814
	Iteration 17Q: 3 clusters Score -665441.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -665490.187500 Penalty: 2776.809814
	Iteration 18Q: 3 clusters Score -665490.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -665535.562500 Penalty: 2776.809814
	Iteration 19Q: 3 clusters Score -665535.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -665583.937500 Penalty: 2776.809814
	Iteration 20F: 3 clusters Score -665583.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -665631.562500 Penalty: 2776.809814
	Iteration 21Q: 3 clusters Score -665631.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -665674.375000 Penalty: 2776.809814
	Iteration 22Q: 3 clusters Score -665674.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -665710.812500 Penalty: 2776.809814
	Iteration 23Q: 3 clusters Score -665710.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -665734.312500 Penalty: 2776.809814
	Iteration 24Q: 3 clusters Score -665734.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -665755.250000 Penalty: 2776.809814
	Iteration 25Q: 3 clusters Score -665755.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -665776.750000 Penalty: 2776.809814
	Iteration 26Q: 3 clusters Score -665776.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -665802.250000 Penalty: 2776.809814
	Iteration 27Q: 3 clusters Score -665802.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -665818.937500 Penalty: 2776.809814
	Iteration 28Q: 3 clusters Score -665818.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -665829.937500 Penalty: 2776.809814
	Iteration 29Q: 3 clusters Score -665829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -665837.562500 Penalty: 2776.809814
	Iteration 30Q: 3 clusters Score -665837.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -665842.187500 Penalty: 2776.809814
	Iteration 31Q: 3 clusters Score -665842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -665844.062500 Penalty: 2776.809814
	Iteration 32Q: 3 clusters Score -665844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -665848.625000 Penalty: 2776.809814
	Iteration 33Q: 3 clusters Score -665848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -665853.250000 Penalty: 2776.809814
	Iteration 34Q: 3 clusters Score -665853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -665857.937500 Penalty: 2776.809814
	Iteration 35Q: 3 clusters Score -665857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -665861.750000 Penalty: 2776.809814
	Iteration 36Q: 3 clusters Score -665861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -665865.250000 Penalty: 2776.809814
	Iteration 37Q: 3 clusters Score -665865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -665870.062500 Penalty: 2776.809814
	Iteration 38Q: 3 clusters Score -665870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -665872.625000 Penalty: 2776.809814
	Iteration 39Q: 3 clusters Score -665872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -665875.062500 Penalty: 2776.809814
	Iteration 40F: 3 clusters Score -665875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -665875.500000 Penalty: 2776.809814
	Iteration 41Q: 3 clusters Score -665875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -665877.750000 Penalty: 2776.809814
	Iteration 42Q: 3 clusters Score -665877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -665881.187500 Penalty: 2776.809814
	Iteration 43Q: 3 clusters Score -665881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -665886.812500 Penalty: 2776.809814
	Iteration 44Q: 3 clusters Score -665886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -665892.312500 Penalty: 2776.809814
	Iteration 45Q: 3 clusters Score -665892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -665892.312500 Penalty: 2776.809814
	Iteration 46Q: 3 clusters Score -665892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -665894.750000 Penalty: 2776.809814
	Iteration 47Q: 3 clusters Score -665894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -665895.500000 Penalty: 2776.809814
	Iteration 48Q: 3 clusters Score -665895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -665898.125000 Penalty: 2776.809814
	Iteration 49Q: 3 clusters Score -665898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -665898.375000 Penalty: 2776.809814
	Iteration 50Q: 3 clusters Score -665898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -665899.187500 Penalty: 2776.809814
	Iteration 51Q: 3 clusters Score -665899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -665899.250000 Penalty: 2776.809814
	Iteration 52Q: 3 clusters Score -665899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -665899.312500 Penalty: 2776.809814
	Iteration 53Q: 3 clusters Score -665899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -665899.312500 Penalty: 2776.809814
	Iteration 54Q: 3 clusters Score -665899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -665899.812500 Penalty: 2776.809814
	Iteration 55Q: 3 clusters Score -665899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -665902.062500 Penalty: 2776.809814
	Iteration 56Q: 3 clusters Score -665902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -665902.000000 Penalty: 2776.809814
	Iteration 57Q: 3 clusters Score -665902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -665902.750000 Penalty: 2776.809814
	Iteration 58Q: 3 clusters Score -665902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -665904.937500 Penalty: 2776.809814
	Iteration 59Q: 3 clusters Score -665904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -665906.750000 Penalty: 2776.809814
	Iteration 60F: 3 clusters Score -665906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -665906.125000 Penalty: 2776.809814
	Iteration 61Q: 3 clusters Score -665906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -665906.062500 Penalty: 2776.809814
	Iteration 62Q: 3 clusters Score -665906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -665906.437500 Penalty: 2776.809814
	Iteration 63Q: 3 clusters Score -665906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -665906.437500 Penalty: 2776.809814
	Iteration 64F: 3 clusters Score -665906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -69203.156250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -69203.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68293.585938 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -68293.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68421.468750 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -68421.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68461.335938 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -68461.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68474.546875 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -68474.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68485.312500 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -68485.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68486.273438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -68486.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68486.273438 Penalty: 1930.555664
	Iteration 6F: 3 clusters Score -68486.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Entering Unmasked Estep 
Score: -8176740.500000 Penalty: 1792.631470
	Iteration 0F: 2 clusters Score -8176740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -8137169.500000 Penalty: 3585.262939
	Iteration 0F: 3 clusters Score -8137170 nChanged 29248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -8154087.000000 Penalty: 3585.262939
	Iteration 1F: 3 clusters Score -8154087 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -8154878.500000 Penalty: 3585.262939
	Iteration 2Q: 3 clusters Score -8154878 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -8156044.000000 Penalty: 3585.262939
	Iteration 3Q: 3 clusters Score -8156044 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -8157801.500000 Penalty: 3585.262939
	Iteration 4F: 3 clusters Score -8157802 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8160297.000000 Penalty: 3585.262939
	Iteration 5F: 3 clusters Score -8160297 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -8163622.500000 Penalty: 3585.262939
	Iteration 6F: 3 clusters Score -8163622 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -8166965.500000 Penalty: 3585.262939
	Iteration 7F: 3 clusters Score -8166966 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8169869.500000 Penalty: 3585.262939
	Iteration 8F: 3 clusters Score -8169870 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8172082.500000 Penalty: 3585.262939
	Iteration 9Q: 3 clusters Score -8172082 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8173418.000000 Penalty: 3585.262939
	Iteration 10Q: 3 clusters Score -8173418 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8174204.000000 Penalty: 3585.262939
	Iteration 11Q: 3 clusters Score -8174204 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8174549.000000 Penalty: 3585.262939
	Iteration 12Q: 3 clusters Score -8174549 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8174775.500000 Penalty: 3585.262939
	Iteration 13Q: 3 clusters Score -8174776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8174913.000000 Penalty: 3585.262939
	Iteration 14Q: 3 clusters Score -8174913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8175028.500000 Penalty: 3585.262939
	Iteration 15Q: 3 clusters Score -8175028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8175075.000000 Penalty: 3585.262939
	Iteration 16Q: 3 clusters Score -8175075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8175109.500000 Penalty: 3585.262939
	Iteration 17Q: 3 clusters Score -8175110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8175131.500000 Penalty: 3585.262939
	Iteration 18Q: 3 clusters Score -8175132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8175157.000000 Penalty: 3585.262939
	Iteration 19Q: 3 clusters Score -8175157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8175180.500000 Penalty: 3585.262939
	Iteration 20F: 3 clusters Score -8175180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8175189.500000 Penalty: 3585.262939
	Iteration 21Q: 3 clusters Score -8175190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8175192.500000 Penalty: 3585.262939
	Iteration 22Q: 3 clusters Score -8175192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8175200.500000 Penalty: 3585.262939
	Iteration 23Q: 3 clusters Score -8175200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8175200.500000 Penalty: 3585.262939
	Iteration 24Q: 3 clusters Score -8175200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8175199.500000 Penalty: 3585.262939
	Iteration 25Q: 3 clusters Score -8175200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8175203.000000 Penalty: 3585.262939
	Iteration 26Q: 3 clusters Score -8175203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8175203.000000 Penalty: 3585.262939
	Iteration 27F: 3 clusters Score -8175203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117626.515625 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117626.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116335.460938 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116335.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116629.210938 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116629.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -116717.671875 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116717.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116766.929688 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -116766.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116809.804688 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116809.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116865.796875 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116865.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116913.367188 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116913.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116955.109375 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116955.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116980.695312 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116997.367188 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117002.218750 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -117002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117007.320312 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -117007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117011.632812 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -117011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117015.375000 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -117015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117018.453125 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -117018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117022.945312 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -117022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117024.968750 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -117025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117028.476562 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -117028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117032.328125 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -117032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117041.742188 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -117041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117060.406250 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -117060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117097.351562 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -117097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117134.593750 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -117134.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117164.078125 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -117164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117177.531250 Penalty: 2191.436279
	Iteration 24Q: 3 clusters Score -117177.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117183.312500 Penalty: 2191.436279
	Iteration 25Q: 3 clusters Score -117183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117189.242188 Penalty: 2191.436279
	Iteration 26Q: 3 clusters Score -117189.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117207.882812 Penalty: 2191.436279
	Iteration 27Q: 3 clusters Score -117207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117222.015625 Penalty: 2191.436279
	Iteration 28Q: 3 clusters Score -117222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117236.835938 Penalty: 2191.436279
	Iteration 29Q: 3 clusters Score -117236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117245.718750 Penalty: 2191.436279
	Iteration 30Q: 3 clusters Score -117245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117257.789062 Penalty: 2191.436279
	Iteration 31Q: 3 clusters Score -117257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117271.476562 Penalty: 2191.436279
	Iteration 32Q: 3 clusters Score -117271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117285.804688 Penalty: 2191.436279
	Iteration 33Q: 3 clusters Score -117285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117303.429688 Penalty: 2191.436279
	Iteration 34Q: 3 clusters Score -117303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117310.742188 Penalty: 2191.436279
	Iteration 35Q: 3 clusters Score -117310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117311.328125 Penalty: 2191.436279
	Iteration 36Q: 3 clusters Score -117311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117311.328125 Penalty: 2191.436279
	Iteration 37F: 3 clusters Score -117311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -44697.253906 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -44697.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43722.898438 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -43722.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43997.394531 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -43997.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44156.871094 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -44156.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44269.414062 Penalty: 2015.824097
	Iteration 3F: 3 clusters Score -44269.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44351.167969 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -44351.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44373.882812 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -44373.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44381.339844 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -44381.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44396.304688 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -44396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44421.234375 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -44421.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44429.773438 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -44429.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44433.367188 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -44433.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44433.367188 Penalty: 2015.824097
	Iteration 11F: 3 clusters Score -44433.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -17455.529297 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -17455.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16660.650391 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -16660.65 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17079.820312 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -17079.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17297.107422 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -17297.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17464.005859 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -17464.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17607.869141 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -17607.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17720.578125 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -17720.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17749.687500 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -17749.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17771.322266 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -17771.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17804.738281 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -17804.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17810.212891 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -17810.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17815.332031 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -17815.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17817.724609 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -17817.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17821.119141 Penalty: 1913.885254
	Iteration 12F: 3 clusters Score -17821.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17832.251953 Penalty: 1913.885254
	Iteration 13Q: 3 clusters Score -17832.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17836.693359 Penalty: 1913.885254
	Iteration 14Q: 3 clusters Score -17836.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17836.693359 Penalty: 1913.885254
	Iteration 15F: 3 clusters Score -17836.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 42216 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 208 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 31873 members 
Mstep: Class 45 contains 47783 members 
Mstep: Class 46 contains 153 members 
Entering Unmasked Estep 
Score: -85926696.000000 Penalty: 100184.984375
Splitting cluster 25 changes total score from -85922160.000000 to -85926696.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (9275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Entering Unmasked Estep 
Score: -1223822.500000 Penalty: 1484.450073
	Iteration 0F: 2 clusters Score -1223822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1216984.375000 Penalty: 2968.900146
	Iteration 0F: 3 clusters Score -1216984 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1219219.000000 Penalty: 2968.900146
	Iteration 1F: 3 clusters Score -1219219 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1219491.125000 Penalty: 2968.900146
	Iteration 2F: 3 clusters Score -1219491 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1219703.000000 Penalty: 2968.900146
	Iteration 3F: 3 clusters Score -1219703 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1219875.625000 Penalty: 2968.900146
	Iteration 4Q: 3 clusters Score -1219876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1220022.125000 Penalty: 2968.900146
	Iteration 5Q: 3 clusters Score -1220022 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1220193.625000 Penalty: 2968.900146
	Iteration 6Q: 3 clusters Score -1220194 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1220377.875000 Penalty: 2968.900146
	Iteration 7Q: 3 clusters Score -1220378 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1220601.250000 Penalty: 2968.900146
	Iteration 8Q: 3 clusters Score -1220601 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1220849.000000 Penalty: 2968.900146
	Iteration 9Q: 3 clusters Score -1220849 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1221119.250000 Penalty: 2968.900146
	Iteration 10Q: 3 clusters Score -1221119 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1221416.250000 Penalty: 2968.900146
	Iteration 11Q: 3 clusters Score -1221416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1221675.375000 Penalty: 2968.900146
	Iteration 12Q: 3 clusters Score -1221675 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1221873.250000 Penalty: 2968.900146
	Iteration 13Q: 3 clusters Score -1221873 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1222016.875000 Penalty: 2968.900146
	Iteration 14Q: 3 clusters Score -1222017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1222120.000000 Penalty: 2968.900146
	Iteration 15Q: 3 clusters Score -1222120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1222191.250000 Penalty: 2968.900146
	Iteration 16Q: 3 clusters Score -1222191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1222272.625000 Penalty: 2968.900146
	Iteration 17Q: 3 clusters Score -1222273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1222337.625000 Penalty: 2968.900146
	Iteration 18Q: 3 clusters Score -1222338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1222377.125000 Penalty: 2968.900146
	Iteration 19Q: 3 clusters Score -1222377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1222411.000000 Penalty: 2968.900146
	Iteration 20F: 3 clusters Score -1222411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1222433.750000 Penalty: 2968.900146
	Iteration 21Q: 3 clusters Score -1222434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1222455.875000 Penalty: 2968.900146
	Iteration 22Q: 3 clusters Score -1222456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1222477.000000 Penalty: 2968.900146
	Iteration 23Q: 3 clusters Score -1222477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1222490.625000 Penalty: 2968.900146
	Iteration 24Q: 3 clusters Score -1222491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1222501.250000 Penalty: 2968.900146
	Iteration 25Q: 3 clusters Score -1222501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1222509.750000 Penalty: 2968.900146
	Iteration 26Q: 3 clusters Score -1222510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1222520.375000 Penalty: 2968.900146
	Iteration 27Q: 3 clusters Score -1222520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1222536.500000 Penalty: 2968.900146
	Iteration 28Q: 3 clusters Score -1222536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1222547.625000 Penalty: 2968.900146
	Iteration 29Q: 3 clusters Score -1222548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1222553.750000 Penalty: 2968.900146
	Iteration 30Q: 3 clusters Score -1222554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1222553.875000 Penalty: 2968.900146
	Iteration 31Q: 3 clusters Score -1222554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1222555.500000 Penalty: 2968.900146
	Iteration 32Q: 3 clusters Score -1222556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1222556.500000 Penalty: 2968.900146
	Iteration 33Q: 3 clusters Score -1222556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1222562.375000 Penalty: 2968.900146
	Iteration 34Q: 3 clusters Score -1222562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1222566.375000 Penalty: 2968.900146
	Iteration 35Q: 3 clusters Score -1222566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1222572.125000 Penalty: 2968.900146
	Iteration 36Q: 3 clusters Score -1222572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1222575.250000 Penalty: 2968.900146
	Iteration 37Q: 3 clusters Score -1222575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1222576.375000 Penalty: 2968.900146
	Iteration 38Q: 3 clusters Score -1222576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1222578.125000 Penalty: 2968.900146
	Iteration 39Q: 3 clusters Score -1222578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1222578.125000 Penalty: 2968.900146
	Iteration 40F: 3 clusters Score -1222578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -924483.625000 Penalty: 1437.274902
	Iteration 0F: 2 clusters Score -924483.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -919235.000000 Penalty: 2874.549805
	Iteration 0F: 3 clusters Score -919235 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -920815.250000 Penalty: 2874.549805
	Iteration 1F: 3 clusters Score -920815.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -921037.812500 Penalty: 2874.549805
	Iteration 2F: 3 clusters Score -921037.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -921232.625000 Penalty: 2874.549805
	Iteration 3F: 3 clusters Score -921232.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -921431.437500 Penalty: 2874.549805
	Iteration 4F: 3 clusters Score -921431.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -921629.500000 Penalty: 2874.549805
	Iteration 5F: 3 clusters Score -921629.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -921841.937500 Penalty: 2874.549805
	Iteration 6Q: 3 clusters Score -921841.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -922082.562500 Penalty: 2874.549805
	Iteration 7Q: 3 clusters Score -922082.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -922300.250000 Penalty: 2874.549805
	Iteration 8Q: 3 clusters Score -922300.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -922500.187500 Penalty: 2874.549805
	Iteration 9Q: 3 clusters Score -922500.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -922676.437500 Penalty: 2874.549805
	Iteration 10Q: 3 clusters Score -922676.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -922834.937500 Penalty: 2874.549805
	Iteration 11Q: 3 clusters Score -922834.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -922973.125000 Penalty: 2874.549805
	Iteration 12Q: 3 clusters Score -922973.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -923092.125000 Penalty: 2874.549805
	Iteration 13Q: 3 clusters Score -923092.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -923144.062500 Penalty: 2874.549805
	Iteration 14Q: 3 clusters Score -923144.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -923179.375000 Penalty: 2874.549805
	Iteration 15Q: 3 clusters Score -923179.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -923215.312500 Penalty: 2874.549805
	Iteration 16Q: 3 clusters Score -923215.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -923243.125000 Penalty: 2874.549805
	Iteration 17Q: 3 clusters Score -923243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -923260.687500 Penalty: 2874.549805
	Iteration 18Q: 3 clusters Score -923260.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -923279.437500 Penalty: 2874.549805
	Iteration 19Q: 3 clusters Score -923279.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -923289.687500 Penalty: 2874.549805
	Iteration 20F: 3 clusters Score -923289.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -923297.000000 Penalty: 2874.549805
	Iteration 21Q: 3 clusters Score -923297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -923304.000000 Penalty: 2874.549805
	Iteration 22Q: 3 clusters Score -923304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -923308.437500 Penalty: 2874.549805
	Iteration 23Q: 3 clusters Score -923308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -923312.562500 Penalty: 2874.549805
	Iteration 24Q: 3 clusters Score -923312.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -923316.750000 Penalty: 2874.549805
	Iteration 25Q: 3 clusters Score -923316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -923322.687500 Penalty: 2874.549805
	Iteration 26Q: 3 clusters Score -923322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -923325.812500 Penalty: 2874.549805
	Iteration 27Q: 3 clusters Score -923325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -923330.312500 Penalty: 2874.549805
	Iteration 28Q: 3 clusters Score -923330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -923332.437500 Penalty: 2874.549805
	Iteration 29Q: 3 clusters Score -923332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -923338.812500 Penalty: 2874.549805
	Iteration 30Q: 3 clusters Score -923338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -923342.812500 Penalty: 2874.549805
	Iteration 31Q: 3 clusters Score -923342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -923346.062500 Penalty: 2874.549805
	Iteration 32Q: 3 clusters Score -923346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -923349.500000 Penalty: 2874.549805
	Iteration 33Q: 3 clusters Score -923349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -923351.062500 Penalty: 2874.549805
	Iteration 34Q: 3 clusters Score -923351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -923355.062500 Penalty: 2874.549805
	Iteration 35Q: 3 clusters Score -923355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -923353.062500 Penalty: 2874.549805
	Iteration 36Q: 3 clusters Score -923353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -923354.750000 Penalty: 2874.549805
	Iteration 37Q: 3 clusters Score -923354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -923355.000000 Penalty: 2874.549805
	Iteration 38Q: 3 clusters Score -923355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -923356.750000 Penalty: 2874.549805
	Iteration 39Q: 3 clusters Score -923356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -923356.750000 Penalty: 2874.549805
	Iteration 40F: 3 clusters Score -923356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -280719.625000 Penalty: 1254.358643
	Iteration 0F: 2 clusters Score -280719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -278472.718750 Penalty: 2508.717285
	Iteration 0F: 3 clusters Score -278472.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -278977.906250 Penalty: 2508.717285
	Iteration 1F: 3 clusters Score -278977.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279136.156250 Penalty: 2508.717285
	Iteration 2F: 3 clusters Score -279136.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279230.250000 Penalty: 2508.717285
	Iteration 3F: 3 clusters Score -279230.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -279267.812500 Penalty: 2508.717285
	Iteration 4Q: 3 clusters Score -279267.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -279297.468750 Penalty: 2508.717285
	Iteration 5Q: 3 clusters Score -279297.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279328.000000 Penalty: 2508.717285
	Iteration 6Q: 3 clusters Score -279328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -279348.375000 Penalty: 2508.717285
	Iteration 7Q: 3 clusters Score -279348.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -279376.687500 Penalty: 2508.717285
	Iteration 8Q: 3 clusters Score -279376.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279411.562500 Penalty: 2508.717285
	Iteration 9Q: 3 clusters Score -279411.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -279444.656250 Penalty: 2508.717285
	Iteration 10Q: 3 clusters Score -279444.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279477.687500 Penalty: 2508.717285
	Iteration 11Q: 3 clusters Score -279477.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -279518.875000 Penalty: 2508.717285
	Iteration 12Q: 3 clusters Score -279518.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -279586.562500 Penalty: 2508.717285
	Iteration 13Q: 3 clusters Score -279586.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279673.906250 Penalty: 2508.717285
	Iteration 14Q: 3 clusters Score -279673.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -279803.125000 Penalty: 2508.717285
	Iteration 15Q: 3 clusters Score -279803.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -279922.937500 Penalty: 2508.717285
	Iteration 16Q: 3 clusters Score -279922.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280016.906250 Penalty: 2508.717285
	Iteration 17Q: 3 clusters Score -280016.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -280066.500000 Penalty: 2508.717285
	Iteration 18Q: 3 clusters Score -280066.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280099.812500 Penalty: 2508.717285
	Iteration 19Q: 3 clusters Score -280099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -280133.343750 Penalty: 2508.717285
	Iteration 20F: 3 clusters Score -280133.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -280167.187500 Penalty: 2508.717285
	Iteration 21Q: 3 clusters Score -280167.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -280186.968750 Penalty: 2508.717285
	Iteration 22Q: 3 clusters Score -280187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280196.468750 Penalty: 2508.717285
	Iteration 23Q: 3 clusters Score -280196.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -280205.312500 Penalty: 2508.717285
	Iteration 24Q: 3 clusters Score -280205.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -280211.156250 Penalty: 2508.717285
	Iteration 25Q: 3 clusters Score -280211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -280215.156250 Penalty: 2508.717285
	Iteration 26Q: 3 clusters Score -280215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280216.687500 Penalty: 2508.717285
	Iteration 27Q: 3 clusters Score -280216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280217.625000 Penalty: 2508.717285
	Iteration 28Q: 3 clusters Score -280217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -280217.843750 Penalty: 2508.717285
	Iteration 29Q: 3 clusters Score -280217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -280217.843750 Penalty: 2508.717285
	Iteration 30F: 3 clusters Score -280217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Entering Unmasked Estep 
Score: -1786658.375000 Penalty: 1544.214966
	Iteration 0F: 2 clusters Score -1786658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1777261.000000 Penalty: 3088.429932
	Iteration 0F: 3 clusters Score -1777261 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1780445.500000 Penalty: 3088.429932
	Iteration 1F: 3 clusters Score -1780446 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1780705.250000 Penalty: 3088.429932
	Iteration 2F: 3 clusters Score -1780705 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1780903.875000 Penalty: 3088.429932
	Iteration 3Q: 3 clusters Score -1780904 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1781068.750000 Penalty: 3088.429932
	Iteration 4Q: 3 clusters Score -1781069 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1781226.625000 Penalty: 3088.429932
	Iteration 5Q: 3 clusters Score -1781227 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1781391.250000 Penalty: 3088.429932
	Iteration 6Q: 3 clusters Score -1781391 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1781550.750000 Penalty: 3088.429932
	Iteration 7Q: 3 clusters Score -1781551 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1781714.000000 Penalty: 3088.429932
	Iteration 8Q: 3 clusters Score -1781714 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1781878.750000 Penalty: 3088.429932
	Iteration 9Q: 3 clusters Score -1781879 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1782047.500000 Penalty: 3088.429932
	Iteration 10Q: 3 clusters Score -1782048 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1782235.500000 Penalty: 3088.429932
	Iteration 11Q: 3 clusters Score -1782236 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1782463.375000 Penalty: 3088.429932
	Iteration 12Q: 3 clusters Score -1782463 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1782688.250000 Penalty: 3088.429932
	Iteration 13Q: 3 clusters Score -1782688 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1783004.625000 Penalty: 3088.429932
	Iteration 14Q: 3 clusters Score -1783005 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1783339.250000 Penalty: 3088.429932
	Iteration 15Q: 3 clusters Score -1783339 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1783607.500000 Penalty: 3088.429932
	Iteration 16Q: 3 clusters Score -1783608 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1783779.375000 Penalty: 3088.429932
	Iteration 17Q: 3 clusters Score -1783779 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1783893.500000 Penalty: 3088.429932
	Iteration 18Q: 3 clusters Score -1783894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1783981.500000 Penalty: 3088.429932
	Iteration 19Q: 3 clusters Score -1783982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1784056.875000 Penalty: 3088.429932
	Iteration 20F: 3 clusters Score -1784057 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1784142.000000 Penalty: 3088.429932
	Iteration 21Q: 3 clusters Score -1784142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1784214.750000 Penalty: 3088.429932
	Iteration 22Q: 3 clusters Score -1784215 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1784287.500000 Penalty: 3088.429932
	Iteration 23Q: 3 clusters Score -1784288 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1784353.125000 Penalty: 3088.429932
	Iteration 24Q: 3 clusters Score -1784353 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1784420.375000 Penalty: 3088.429932
	Iteration 25Q: 3 clusters Score -1784420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1784486.750000 Penalty: 3088.429932
	Iteration 26Q: 3 clusters Score -1784487 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1784543.625000 Penalty: 3088.429932
	Iteration 27Q: 3 clusters Score -1784544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1784596.375000 Penalty: 3088.429932
	Iteration 28Q: 3 clusters Score -1784596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1784641.375000 Penalty: 3088.429932
	Iteration 29Q: 3 clusters Score -1784641 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1784689.875000 Penalty: 3088.429932
	Iteration 30Q: 3 clusters Score -1784690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1784726.000000 Penalty: 3088.429932
	Iteration 31Q: 3 clusters Score -1784726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1784755.500000 Penalty: 3088.429932
	Iteration 32Q: 3 clusters Score -1784756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1784777.625000 Penalty: 3088.429932
	Iteration 33Q: 3 clusters Score -1784778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1784801.250000 Penalty: 3088.429932
	Iteration 34Q: 3 clusters Score -1784801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1784815.125000 Penalty: 3088.429932
	Iteration 35Q: 3 clusters Score -1784815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1784836.875000 Penalty: 3088.429932
	Iteration 36Q: 3 clusters Score -1784837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1784851.875000 Penalty: 3088.429932
	Iteration 37Q: 3 clusters Score -1784852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1784865.000000 Penalty: 3088.429932
	Iteration 38Q: 3 clusters Score -1784865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1784876.500000 Penalty: 3088.429932
	Iteration 39Q: 3 clusters Score -1784876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1784892.125000 Penalty: 3088.429932
	Iteration 40F: 3 clusters Score -1784892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1784908.125000 Penalty: 3088.429932
	Iteration 41Q: 3 clusters Score -1784908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1784926.875000 Penalty: 3088.429932
	Iteration 42Q: 3 clusters Score -1784927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1784944.375000 Penalty: 3088.429932
	Iteration 43Q: 3 clusters Score -1784944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1784957.250000 Penalty: 3088.429932
	Iteration 44Q: 3 clusters Score -1784957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1784964.500000 Penalty: 3088.429932
	Iteration 45Q: 3 clusters Score -1784964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1784971.250000 Penalty: 3088.429932
	Iteration 46Q: 3 clusters Score -1784971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1784982.250000 Penalty: 3088.429932
	Iteration 47Q: 3 clusters Score -1784982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1784996.875000 Penalty: 3088.429932
	Iteration 48Q: 3 clusters Score -1784997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1785010.625000 Penalty: 3088.429932
	Iteration 49Q: 3 clusters Score -1785011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1785027.625000 Penalty: 3088.429932
	Iteration 50Q: 3 clusters Score -1785028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1785041.375000 Penalty: 3088.429932
	Iteration 51Q: 3 clusters Score -1785041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1785057.375000 Penalty: 3088.429932
	Iteration 52Q: 3 clusters Score -1785057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1785076.625000 Penalty: 3088.429932
	Iteration 53Q: 3 clusters Score -1785077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1785082.250000 Penalty: 3088.429932
	Iteration 54Q: 3 clusters Score -1785082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1785091.000000 Penalty: 3088.429932
	Iteration 55Q: 3 clusters Score -1785091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1785099.000000 Penalty: 3088.429932
	Iteration 56Q: 3 clusters Score -1785099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1785112.500000 Penalty: 3088.429932
	Iteration 57Q: 3 clusters Score -1785112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1785119.625000 Penalty: 3088.429932
	Iteration 58Q: 3 clusters Score -1785120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1785128.500000 Penalty: 3088.429932
	Iteration 59Q: 3 clusters Score -1785128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1785134.750000 Penalty: 3088.429932
	Iteration 60F: 3 clusters Score -1785135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1785138.250000 Penalty: 3088.429932
	Iteration 61Q: 3 clusters Score -1785138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1785144.000000 Penalty: 3088.429932
	Iteration 62Q: 3 clusters Score -1785144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1785148.875000 Penalty: 3088.429932
	Iteration 63Q: 3 clusters Score -1785149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1785151.875000 Penalty: 3088.429932
	Iteration 64Q: 3 clusters Score -1785152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1785156.750000 Penalty: 3088.429932
	Iteration 65Q: 3 clusters Score -1785157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1785157.125000 Penalty: 3088.429932
	Iteration 66Q: 3 clusters Score -1785157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1785166.000000 Penalty: 3088.429932
	Iteration 67Q: 3 clusters Score -1785166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1785170.375000 Penalty: 3088.429932
	Iteration 68Q: 3 clusters Score -1785170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1785170.375000 Penalty: 3088.429932
	Iteration 69Q: 3 clusters Score -1785170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1785176.875000 Penalty: 3088.429932
	Iteration 70Q: 3 clusters Score -1785177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1785178.875000 Penalty: 3088.429932
	Iteration 71Q: 3 clusters Score -1785179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1785183.750000 Penalty: 3088.429932
	Iteration 72Q: 3 clusters Score -1785184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1785184.875000 Penalty: 3088.429932
	Iteration 73Q: 3 clusters Score -1785185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1785185.625000 Penalty: 3088.429932
	Iteration 74Q: 3 clusters Score -1785186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1785192.625000 Penalty: 3088.429932
	Iteration 75Q: 3 clusters Score -1785193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1785189.375000 Penalty: 3088.429932
	Iteration 76Q: 3 clusters Score -1785189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1785189.375000 Penalty: 3088.429932
	Iteration 77Q: 3 clusters Score -1785189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1785192.000000 Penalty: 3088.429932
	Iteration 78Q: 3 clusters Score -1785192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1785193.375000 Penalty: 3088.429932
	Iteration 79Q: 3 clusters Score -1785193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1785193.500000 Penalty: 3088.429932
	Iteration 80F: 3 clusters Score -1785194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1785199.375000 Penalty: 3088.429932
	Iteration 81Q: 3 clusters Score -1785199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1785200.750000 Penalty: 3088.429932
	Iteration 82Q: 3 clusters Score -1785201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1785202.625000 Penalty: 3088.429932
	Iteration 83Q: 3 clusters Score -1785203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1785203.250000 Penalty: 3088.429932
	Iteration 84Q: 3 clusters Score -1785203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1785204.625000 Penalty: 3088.429932
	Iteration 85Q: 3 clusters Score -1785205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1785203.625000 Penalty: 3088.429932
	Iteration 86Q: 3 clusters Score -1785204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1785206.375000 Penalty: 3088.429932
	Iteration 87Q: 3 clusters Score -1785206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1785205.500000 Penalty: 3088.429932
	Iteration 88Q: 3 clusters Score -1785206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1785211.750000 Penalty: 3088.429932
	Iteration 89Q: 3 clusters Score -1785212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1785209.625000 Penalty: 3088.429932
	Iteration 90Q: 3 clusters Score -1785210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1785209.000000 Penalty: 3088.429932
	Iteration 91Q: 3 clusters Score -1785209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1785209.000000 Penalty: 3088.429932
	Iteration 92F: 3 clusters Score -1785209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -43157.722656 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -43157.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42262.132812 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -42262.13 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42568.710938 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -42568.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42775.234375 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -42775.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42866.292969 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -42866.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42921.796875 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -42921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42962.136719 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -42962.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43016.191406 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -43016.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43073.960938 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -43073.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43078.285156 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -43078.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43079.410156 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -43079.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43079.410156 Penalty: 1989.096680
	Iteration 10F: 3 clusters Score -43079.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17405.099609 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -17405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16809.558594 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -16809.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16915.085938 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -16915.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16941.714844 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -16941.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16941.714844 Penalty: 1720.324097
	Iteration 3F: 3 clusters Score -16941.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -33177.433594 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -33177.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32348.458984 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -32348.46 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32721.751953 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -32721.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32915.867188 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -32915.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33075.183594 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -33075.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33122.902344 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -33122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33151.238281 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -33151.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33166.058594 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -33166.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33174.906250 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -33174.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33217.480469 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -33217.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33229.386719 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -33229.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33232.804688 Penalty: 1917.466675
	Iteration 10Q: 3 clusters Score -33232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33232.804688 Penalty: 1917.466675
	Iteration 11F: 3 clusters Score -33232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 42216 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 208 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 31873 members 
Mstep: Class 45 contains 47783 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 188 members 
Entering Unmasked Estep 
Score: -85925520.000000 Penalty: 102362.921875
Splitting cluster 32 changes total score from -85922160.000000 to -85925520.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -52006.015625 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -52006.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51096.246094 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -51096.25 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51359.511719 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -51359.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51502.187500 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -51502.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51607.929688 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -51607.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51644.792969 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -51644.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51670.890625 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -51670.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51682.082031 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -51682.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51696.957031 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -51696.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51719.058594 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -51719.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51721.035156 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -51721.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51724.515625 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -51724.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51729.113281 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -51729.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51729.113281 Penalty: 2004.442871
	Iteration 12F: 3 clusters Score -51729.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Entering Unmasked Estep 
Score: -2619849.750000 Penalty: 1574.209595
	Iteration 0F: 2 clusters Score -2619850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2608712.750000 Penalty: 3148.419189
	Iteration 0F: 3 clusters Score -2608713 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2612906.500000 Penalty: 3148.419189
	Iteration 1F: 3 clusters Score -2612906 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2613537.250000 Penalty: 3148.419189
	Iteration 2F: 3 clusters Score -2613537 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2614337.750000 Penalty: 3148.419189
	Iteration 3F: 3 clusters Score -2614338 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2615266.000000 Penalty: 3148.419189
	Iteration 4F: 3 clusters Score -2615266 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2616073.750000 Penalty: 3148.419189
	Iteration 5F: 3 clusters Score -2616074 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2616649.500000 Penalty: 3148.419189
	Iteration 6F: 3 clusters Score -2616650 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2617023.750000 Penalty: 3148.419189
	Iteration 7Q: 3 clusters Score -2617024 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2617301.750000 Penalty: 3148.419189
	Iteration 8Q: 3 clusters Score -2617302 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2617493.000000 Penalty: 3148.419189
	Iteration 9Q: 3 clusters Score -2617493 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2617696.750000 Penalty: 3148.419189
	Iteration 10Q: 3 clusters Score -2617697 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2617908.500000 Penalty: 3148.419189
	Iteration 11Q: 3 clusters Score -2617908 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2618082.250000 Penalty: 3148.419189
	Iteration 12Q: 3 clusters Score -2618082 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2618202.500000 Penalty: 3148.419189
	Iteration 13Q: 3 clusters Score -2618202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2618277.250000 Penalty: 3148.419189
	Iteration 14Q: 3 clusters Score -2618277 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2618309.500000 Penalty: 3148.419189
	Iteration 15Q: 3 clusters Score -2618310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2618331.500000 Penalty: 3148.419189
	Iteration 16Q: 3 clusters Score -2618332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2618345.000000 Penalty: 3148.419189
	Iteration 17Q: 3 clusters Score -2618345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2618346.750000 Penalty: 3148.419189
	Iteration 18Q: 3 clusters Score -2618347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2618351.000000 Penalty: 3148.419189
	Iteration 19Q: 3 clusters Score -2618351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2618357.250000 Penalty: 3148.419189
	Iteration 20F: 3 clusters Score -2618357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2618355.750000 Penalty: 3148.419189
	Iteration 21Q: 3 clusters Score -2618356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2618358.750000 Penalty: 3148.419189
	Iteration 22Q: 3 clusters Score -2618359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2618358.250000 Penalty: 3148.419189
	Iteration 23Q: 3 clusters Score -2618358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2618368.000000 Penalty: 3148.419189
	Iteration 24Q: 3 clusters Score -2618368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2618365.750000 Penalty: 3148.419189
	Iteration 25Q: 3 clusters Score -2618366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2618362.750000 Penalty: 3148.419189
	Iteration 26Q: 3 clusters Score -2618363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2618363.500000 Penalty: 3148.419189
	Iteration 27Q: 3 clusters Score -2618364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2618369.000000 Penalty: 3148.419189
	Iteration 28Q: 3 clusters Score -2618369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2618364.250000 Penalty: 3148.419189
	Iteration 29Q: 3 clusters Score -2618364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2618364.500000 Penalty: 3148.419189
	Iteration 30Q: 3 clusters Score -2618364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2618363.500000 Penalty: 3148.419189
	Iteration 31Q: 3 clusters Score -2618364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2618369.500000 Penalty: 3148.419189
	Iteration 32Q: 3 clusters Score -2618370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2618364.750000 Penalty: 3148.419189
	Iteration 33Q: 3 clusters Score -2618365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2618369.750000 Penalty: 3148.419189
	Iteration 34Q: 3 clusters Score -2618370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2618369.750000 Penalty: 3148.419189
	Iteration 35Q: 3 clusters Score -2618370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2618365.000000 Penalty: 3148.419189
	Iteration 36Q: 3 clusters Score -2618365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2618372.000000 Penalty: 3148.419189
	Iteration 37Q: 3 clusters Score -2618372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2618375.250000 Penalty: 3148.419189
	Iteration 38Q: 3 clusters Score -2618375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2618371.500000 Penalty: 3148.419189
	Iteration 39Q: 3 clusters Score -2618372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2618372.000000 Penalty: 3148.419189
	Iteration 40F: 3 clusters Score -2618372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (75358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Entering Unmasked Estep 
Score: -10034733.000000 Penalty: 1824.875854
	Iteration 0F: 2 clusters Score -1.003473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -9991910.000000 Penalty: 3649.751709
	Iteration 0F: 3 clusters Score -9991910 nChanged 35882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -10012812.000000 Penalty: 3649.751709
	Iteration 1F: 3 clusters Score -1.001281e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -10013466.000000 Penalty: 3649.751709
	Iteration 2Q: 3 clusters Score -1.001347e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -10014488.000000 Penalty: 3649.751709
	Iteration 3Q: 3 clusters Score -1.001449e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -10016018.000000 Penalty: 3649.751709
	Iteration 4Q: 3 clusters Score -1.001602e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10018302.000000 Penalty: 3649.751709
	Iteration 5F: 3 clusters Score -1.00183e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -10021335.000000 Penalty: 3649.751709
	Iteration 6F: 3 clusters Score -1.002134e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -10024902.000000 Penalty: 3649.751709
	Iteration 7F: 3 clusters Score -1.00249e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -10028389.000000 Penalty: 3649.751709
	Iteration 8F: 3 clusters Score -1.002839e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -10031094.000000 Penalty: 3649.751709
	Iteration 9F: 3 clusters Score -1.003109e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -10032498.000000 Penalty: 3649.751709
	Iteration 10Q: 3 clusters Score -1.00325e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -10033202.000000 Penalty: 3649.751709
	Iteration 11Q: 3 clusters Score -1.00332e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -10033653.000000 Penalty: 3649.751709
	Iteration 12Q: 3 clusters Score -1.003365e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -10033946.000000 Penalty: 3649.751709
	Iteration 13Q: 3 clusters Score -1.003395e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -10034197.000000 Penalty: 3649.751709
	Iteration 14Q: 3 clusters Score -1.00342e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -10034355.000000 Penalty: 3649.751709
	Iteration 15Q: 3 clusters Score -1.003436e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -10034399.000000 Penalty: 3649.751709
	Iteration 16Q: 3 clusters Score -1.00344e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -10034367.000000 Penalty: 3649.751709
	Iteration 17Q: 3 clusters Score -1.003437e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -10034353.000000 Penalty: 3649.751709
	Iteration 18Q: 3 clusters Score -1.003435e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -10034310.000000 Penalty: 3649.751709
	Iteration 19Q: 3 clusters Score -1.003431e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -10034204.000000 Penalty: 3649.751709
	Iteration 20F: 3 clusters Score -1.00342e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -10034203.000000 Penalty: 3649.751709
	Iteration 21Q: 3 clusters Score -1.00342e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -10034134.000000 Penalty: 3649.751709
	Iteration 22Q: 3 clusters Score -1.003413e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -10034083.000000 Penalty: 3649.751709
	Iteration 23Q: 3 clusters Score -1.003408e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -10034049.000000 Penalty: 3649.751709
	Iteration 24Q: 3 clusters Score -1.003405e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -10034049.000000 Penalty: 3649.751709
	Iteration 25Q: 3 clusters Score -1.003405e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -10034044.000000 Penalty: 3649.751709
	Iteration 26Q: 3 clusters Score -1.003404e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -10034063.000000 Penalty: 3649.751709
	Iteration 27Q: 3 clusters Score -1.003406e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -10034059.000000 Penalty: 3649.751709
	Iteration 28Q: 3 clusters Score -1.003406e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -10034023.000000 Penalty: 3649.751709
	Iteration 29Q: 3 clusters Score -1.003402e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -10034000.000000 Penalty: 3649.751709
	Iteration 30Q: 3 clusters Score -1.0034e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -10033967.000000 Penalty: 3649.751709
	Iteration 31Q: 3 clusters Score -1.003397e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -10033968.000000 Penalty: 3649.751709
	Iteration 32Q: 3 clusters Score -1.003397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -10033968.000000 Penalty: 3649.751709
	Iteration 33Q: 3 clusters Score -1.003397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10033959.000000 Penalty: 3649.751709
	Iteration 34Q: 3 clusters Score -1.003396e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -10033931.000000 Penalty: 3649.751709
	Iteration 35Q: 3 clusters Score -1.003393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -10033946.000000 Penalty: 3649.751709
	Iteration 36Q: 3 clusters Score -1.003395e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -10033935.000000 Penalty: 3649.751709
	Iteration 37Q: 3 clusters Score -1.003394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -10033899.000000 Penalty: 3649.751709
	Iteration 38Q: 3 clusters Score -1.00339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -10033882.000000 Penalty: 3649.751709
	Iteration 39Q: 3 clusters Score -1.003388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -10033869.000000 Penalty: 3649.751709
	Iteration 40F: 3 clusters Score -1.003387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -10033889.000000 Penalty: 3649.751709
	Iteration 41Q: 3 clusters Score -1.003389e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -10033914.000000 Penalty: 3649.751709
	Iteration 42Q: 3 clusters Score -1.003391e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -10033893.000000 Penalty: 3649.751709
	Iteration 43Q: 3 clusters Score -1.003389e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -10033887.000000 Penalty: 3649.751709
	Iteration 44Q: 3 clusters Score -1.003389e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -10033865.000000 Penalty: 3649.751709
	Iteration 45Q: 3 clusters Score -1.003386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -10033890.000000 Penalty: 3649.751709
	Iteration 46Q: 3 clusters Score -1.003389e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -10033866.000000 Penalty: 3649.751709
	Iteration 47Q: 3 clusters Score -1.003387e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -10033861.000000 Penalty: 3649.751709
	Iteration 48Q: 3 clusters Score -1.003386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -10033861.000000 Penalty: 3649.751709
	Iteration 49Q: 3 clusters Score -1.003386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -10033877.000000 Penalty: 3649.751709
	Iteration 50Q: 3 clusters Score -1.003388e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -10033882.000000 Penalty: 3649.751709
	Iteration 51Q: 3 clusters Score -1.003388e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -10033891.000000 Penalty: 3649.751709
	Iteration 52Q: 3 clusters Score -1.003389e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -10033894.000000 Penalty: 3649.751709
	Iteration 53Q: 3 clusters Score -1.003389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -10033864.000000 Penalty: 3649.751709
	Iteration 54Q: 3 clusters Score -1.003386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -10033844.000000 Penalty: 3649.751709
	Iteration 55Q: 3 clusters Score -1.003384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -10033851.000000 Penalty: 3649.751709
	Iteration 56Q: 3 clusters Score -1.003385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10033843.000000 Penalty: 3649.751709
	Iteration 57Q: 3 clusters Score -1.003384e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -10033869.000000 Penalty: 3649.751709
	Iteration 58Q: 3 clusters Score -1.003387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -10033828.000000 Penalty: 3649.751709
	Iteration 59Q: 3 clusters Score -1.003383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -10033820.000000 Penalty: 3649.751709
	Iteration 60F: 3 clusters Score -1.003382e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -10033816.000000 Penalty: 3649.751709
	Iteration 61Q: 3 clusters Score -1.003382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -10033792.000000 Penalty: 3649.751709
	Iteration 62Q: 3 clusters Score -1.003379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -10033780.000000 Penalty: 3649.751709
	Iteration 63Q: 3 clusters Score -1.003378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -10033794.000000 Penalty: 3649.751709
	Iteration 64Q: 3 clusters Score -1.003379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -10033790.000000 Penalty: 3649.751709
	Iteration 65Q: 3 clusters Score -1.003379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -10033777.000000 Penalty: 3649.751709
	Iteration 66Q: 3 clusters Score -1.003378e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -10033757.000000 Penalty: 3649.751709
	Iteration 67Q: 3 clusters Score -1.003376e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -10033764.000000 Penalty: 3649.751709
	Iteration 68Q: 3 clusters Score -1.003376e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -10033757.000000 Penalty: 3649.751709
	Iteration 69Q: 3 clusters Score -1.003376e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -10033749.000000 Penalty: 3649.751709
	Iteration 70Q: 3 clusters Score -1.003375e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -10033753.000000 Penalty: 3649.751709
	Iteration 71Q: 3 clusters Score -1.003375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -10033773.000000 Penalty: 3649.751709
	Iteration 72Q: 3 clusters Score -1.003377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -10033766.000000 Penalty: 3649.751709
	Iteration 73Q: 3 clusters Score -1.003377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -10033769.000000 Penalty: 3649.751709
	Iteration 74Q: 3 clusters Score -1.003377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -10033771.000000 Penalty: 3649.751709
	Iteration 75Q: 3 clusters Score -1.003377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -10033753.000000 Penalty: 3649.751709
	Iteration 76Q: 3 clusters Score -1.003375e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -10033726.000000 Penalty: 3649.751709
	Iteration 77Q: 3 clusters Score -1.003373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -10033721.000000 Penalty: 3649.751709
	Iteration 78Q: 3 clusters Score -1.003372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -10033705.000000 Penalty: 3649.751709
	Iteration 79Q: 3 clusters Score -1.00337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -10033721.000000 Penalty: 3649.751709
	Iteration 80F: 3 clusters Score -1.003372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -10033718.000000 Penalty: 3649.751709
	Iteration 81Q: 3 clusters Score -1.003372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -10033718.000000 Penalty: 3649.751709
	Iteration 82Q: 3 clusters Score -1.003372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -10033705.000000 Penalty: 3649.751709
	Iteration 83Q: 3 clusters Score -1.00337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -10033683.000000 Penalty: 3649.751709
	Iteration 84Q: 3 clusters Score -1.003368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -10033675.000000 Penalty: 3649.751709
	Iteration 85Q: 3 clusters Score -1.003368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -10033673.000000 Penalty: 3649.751709
	Iteration 86Q: 3 clusters Score -1.003367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -10033682.000000 Penalty: 3649.751709
	Iteration 87Q: 3 clusters Score -1.003368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -10033672.000000 Penalty: 3649.751709
	Iteration 88Q: 3 clusters Score -1.003367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -10033679.000000 Penalty: 3649.751709
	Iteration 89Q: 3 clusters Score -1.003368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -10033662.000000 Penalty: 3649.751709
	Iteration 90Q: 3 clusters Score -1.003366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -10033684.000000 Penalty: 3649.751709
	Iteration 91Q: 3 clusters Score -1.003368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -10033660.000000 Penalty: 3649.751709
	Iteration 92Q: 3 clusters Score -1.003366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -10033664.000000 Penalty: 3649.751709
	Iteration 93Q: 3 clusters Score -1.003366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -10033681.000000 Penalty: 3649.751709
	Iteration 94Q: 3 clusters Score -1.003368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -10033669.000000 Penalty: 3649.751709
	Iteration 95Q: 3 clusters Score -1.003367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -10033665.000000 Penalty: 3649.751709
	Iteration 96Q: 3 clusters Score -1.003366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -10033666.000000 Penalty: 3649.751709
	Iteration 97Q: 3 clusters Score -1.003367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -10033662.000000 Penalty: 3649.751709
	Iteration 98Q: 3 clusters Score -1.003366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -10033677.000000 Penalty: 3649.751709
	Iteration 99Q: 3 clusters Score -1.003368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -10033653.000000 Penalty: 3649.751709
	Iteration 100F: 3 clusters Score -1.003365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -10033655.000000 Penalty: 3649.751709
	Iteration 101Q: 3 clusters Score -1.003366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -10033654.000000 Penalty: 3649.751709
	Iteration 102Q: 3 clusters Score -1.003365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -10033652.000000 Penalty: 3649.751709
	Iteration 103Q: 3 clusters Score -1.003365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -10033652.000000 Penalty: 3649.751709
	Iteration 104Q: 3 clusters Score -1.003365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -10033647.000000 Penalty: 3649.751709
	Iteration 105Q: 3 clusters Score -1.003365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -10033648.000000 Penalty: 3649.751709
	Iteration 106Q: 3 clusters Score -1.003365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -10033650.000000 Penalty: 3649.751709
	Iteration 107Q: 3 clusters Score -1.003365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -10033646.000000 Penalty: 3649.751709
	Iteration 108Q: 3 clusters Score -1.003365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -10033633.000000 Penalty: 3649.751709
	Iteration 109Q: 3 clusters Score -1.003363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -10033636.000000 Penalty: 3649.751709
	Iteration 110Q: 3 clusters Score -1.003364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -10033636.000000 Penalty: 3649.751709
	Iteration 111Q: 3 clusters Score -1.003364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -10033639.000000 Penalty: 3649.751709
	Iteration 112Q: 3 clusters Score -1.003364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -10033629.000000 Penalty: 3649.751709
	Iteration 113Q: 3 clusters Score -1.003363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -10033626.000000 Penalty: 3649.751709
	Iteration 114Q: 3 clusters Score -1.003363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -10033620.000000 Penalty: 3649.751709
	Iteration 115Q: 3 clusters Score -1.003362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -10033630.000000 Penalty: 3649.751709
	Iteration 116Q: 3 clusters Score -1.003363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -10033629.000000 Penalty: 3649.751709
	Iteration 117Q: 3 clusters Score -1.003363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -10033625.000000 Penalty: 3649.751709
	Iteration 118Q: 3 clusters Score -1.003362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -10033628.000000 Penalty: 3649.751709
	Iteration 119Q: 3 clusters Score -1.003363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -10033629.000000 Penalty: 3649.751709
	Iteration 120F: 3 clusters Score -1.003363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -10033630.000000 Penalty: 3649.751709
	Iteration 121Q: 3 clusters Score -1.003363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -10033625.000000 Penalty: 3649.751709
	Iteration 122Q: 3 clusters Score -1.003362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -10033627.000000 Penalty: 3649.751709
	Iteration 123Q: 3 clusters Score -1.003363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -10033626.000000 Penalty: 3649.751709
	Iteration 124Q: 3 clusters Score -1.003363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -10033636.000000 Penalty: 3649.751709
	Iteration 125Q: 3 clusters Score -1.003364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -10033630.000000 Penalty: 3649.751709
	Iteration 126Q: 3 clusters Score -1.003363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -10033631.000000 Penalty: 3649.751709
	Iteration 127Q: 3 clusters Score -1.003363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -10033637.000000 Penalty: 3649.751709
	Iteration 128Q: 3 clusters Score -1.003364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -10033634.000000 Penalty: 3649.751709
	Iteration 129Q: 3 clusters Score -1.003363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -10033650.000000 Penalty: 3649.751709
	Iteration 130Q: 3 clusters Score -1.003365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -10033635.000000 Penalty: 3649.751709
	Iteration 131Q: 3 clusters Score -1.003364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -10033647.000000 Penalty: 3649.751709
	Iteration 132Q: 3 clusters Score -1.003365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -10033646.000000 Penalty: 3649.751709
	Iteration 133Q: 3 clusters Score -1.003365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -10033639.000000 Penalty: 3649.751709
	Iteration 134Q: 3 clusters Score -1.003364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -10033642.000000 Penalty: 3649.751709
	Iteration 135Q: 3 clusters Score -1.003364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -10033642.000000 Penalty: 3649.751709
	Iteration 136Q: 3 clusters Score -1.003364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -10033624.000000 Penalty: 3649.751709
	Iteration 137Q: 3 clusters Score -1.003362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -10033621.000000 Penalty: 3649.751709
	Iteration 138Q: 3 clusters Score -1.003362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -10033629.000000 Penalty: 3649.751709
	Iteration 139Q: 3 clusters Score -1.003363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -10033634.000000 Penalty: 3649.751709
	Iteration 140F: 3 clusters Score -1.003363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -10033630.000000 Penalty: 3649.751709
	Iteration 141Q: 3 clusters Score -1.003363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -10033648.000000 Penalty: 3649.751709
	Iteration 142Q: 3 clusters Score -1.003365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -10033648.000000 Penalty: 3649.751709
	Iteration 143Q: 3 clusters Score -1.003365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -10033644.000000 Penalty: 3649.751709
	Iteration 144Q: 3 clusters Score -1.003364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -10033645.000000 Penalty: 3649.751709
	Iteration 145Q: 3 clusters Score -1.003364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -10033642.000000 Penalty: 3649.751709
	Iteration 146Q: 3 clusters Score -1.003364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -10033640.000000 Penalty: 3649.751709
	Iteration 147Q: 3 clusters Score -1.003364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -10033643.000000 Penalty: 3649.751709
	Iteration 148Q: 3 clusters Score -1.003364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -10033653.000000 Penalty: 3649.751709
	Iteration 149Q: 3 clusters Score -1.003365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -10033663.000000 Penalty: 3649.751709
	Iteration 150Q: 3 clusters Score -1.003366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -10033655.000000 Penalty: 3649.751709
	Iteration 151Q: 3 clusters Score -1.003366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -10033661.000000 Penalty: 3649.751709
	Iteration 152Q: 3 clusters Score -1.003366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -10033665.000000 Penalty: 3649.751709
	Iteration 153Q: 3 clusters Score -1.003366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -10033666.000000 Penalty: 3649.751709
	Iteration 154Q: 3 clusters Score -1.003367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -10033659.000000 Penalty: 3649.751709
	Iteration 155Q: 3 clusters Score -1.003366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -10033687.000000 Penalty: 3649.751709
	Iteration 156Q: 3 clusters Score -1.003369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -10033689.000000 Penalty: 3649.751709
	Iteration 157Q: 3 clusters Score -1.003369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -10033703.000000 Penalty: 3649.751709
	Iteration 158Q: 3 clusters Score -1.00337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -10033712.000000 Penalty: 3649.751709
	Iteration 159Q: 3 clusters Score -1.003371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -10033734.000000 Penalty: 3649.751709
	Iteration 160F: 3 clusters Score -1.003373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -10033722.000000 Penalty: 3649.751709
	Iteration 161Q: 3 clusters Score -1.003372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -10033732.000000 Penalty: 3649.751709
	Iteration 162Q: 3 clusters Score -1.003373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -10033731.000000 Penalty: 3649.751709
	Iteration 163Q: 3 clusters Score -1.003373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -10033737.000000 Penalty: 3649.751709
	Iteration 164Q: 3 clusters Score -1.003374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -10033727.000000 Penalty: 3649.751709
	Iteration 165Q: 3 clusters Score -1.003373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -10033740.000000 Penalty: 3649.751709
	Iteration 166Q: 3 clusters Score -1.003374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -10033745.000000 Penalty: 3649.751709
	Iteration 167Q: 3 clusters Score -1.003374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -10033749.000000 Penalty: 3649.751709
	Iteration 168Q: 3 clusters Score -1.003375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -10033740.000000 Penalty: 3649.751709
	Iteration 169Q: 3 clusters Score -1.003374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -10033738.000000 Penalty: 3649.751709
	Iteration 170Q: 3 clusters Score -1.003374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -10033732.000000 Penalty: 3649.751709
	Iteration 171Q: 3 clusters Score -1.003373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -10033729.000000 Penalty: 3649.751709
	Iteration 172Q: 3 clusters Score -1.003373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -10033728.000000 Penalty: 3649.751709
	Iteration 173Q: 3 clusters Score -1.003373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -10033731.000000 Penalty: 3649.751709
	Iteration 174Q: 3 clusters Score -1.003373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -10033727.000000 Penalty: 3649.751709
	Iteration 175Q: 3 clusters Score -1.003373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -10033718.000000 Penalty: 3649.751709
	Iteration 176Q: 3 clusters Score -1.003372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10033718.000000 Penalty: 3649.751709
	Iteration 177Q: 3 clusters Score -1.003372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -10033730.000000 Penalty: 3649.751709
	Iteration 178Q: 3 clusters Score -1.003373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -10033719.000000 Penalty: 3649.751709
	Iteration 179Q: 3 clusters Score -1.003372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -10033719.000000 Penalty: 3649.751709
	Iteration 180F: 3 clusters Score -1.003372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -10033733.000000 Penalty: 3649.751709
	Iteration 181Q: 3 clusters Score -1.003373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -10033739.000000 Penalty: 3649.751709
	Iteration 182Q: 3 clusters Score -1.003374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -10033739.000000 Penalty: 3649.751709
	Iteration 183Q: 3 clusters Score -1.003374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -10033743.000000 Penalty: 3649.751709
	Iteration 184Q: 3 clusters Score -1.003374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -10033756.000000 Penalty: 3649.751709
	Iteration 185Q: 3 clusters Score -1.003376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -10033763.000000 Penalty: 3649.751709
	Iteration 186Q: 3 clusters Score -1.003376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -10033785.000000 Penalty: 3649.751709
	Iteration 187Q: 3 clusters Score -1.003378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -10033792.000000 Penalty: 3649.751709
	Iteration 188Q: 3 clusters Score -1.003379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -10033806.000000 Penalty: 3649.751709
	Iteration 189Q: 3 clusters Score -1.003381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -10033815.000000 Penalty: 3649.751709
	Iteration 190Q: 3 clusters Score -1.003382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -10033826.000000 Penalty: 3649.751709
	Iteration 191Q: 3 clusters Score -1.003383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -10033828.000000 Penalty: 3649.751709
	Iteration 192Q: 3 clusters Score -1.003383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -10033830.000000 Penalty: 3649.751709
	Iteration 193Q: 3 clusters Score -1.003383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -10033832.000000 Penalty: 3649.751709
	Iteration 194Q: 3 clusters Score -1.003383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -10033819.000000 Penalty: 3649.751709
	Iteration 195Q: 3 clusters Score -1.003382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -10033803.000000 Penalty: 3649.751709
	Iteration 196Q: 3 clusters Score -1.00338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -10033803.000000 Penalty: 3649.751709
	Iteration 197Q: 3 clusters Score -1.00338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -10033793.000000 Penalty: 3649.751709
	Iteration 198Q: 3 clusters Score -1.003379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -10033781.000000 Penalty: 3649.751709
	Iteration 199Q: 3 clusters Score -1.003378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 3649.751709
	Iteration 200F: 3 clusters Score -1.003378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -10033781.000000 Penalty: 3649.751709
	Iteration 201Q: 3 clusters Score -1.003378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -10033775.000000 Penalty: 3649.751709
	Iteration 202Q: 3 clusters Score -1.003378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -10033768.000000 Penalty: 3649.751709
	Iteration 203Q: 3 clusters Score -1.003377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -10033765.000000 Penalty: 3649.751709
	Iteration 204Q: 3 clusters Score -1.003376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -10033749.000000 Penalty: 3649.751709
	Iteration 205Q: 3 clusters Score -1.003375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -10033733.000000 Penalty: 3649.751709
	Iteration 206Q: 3 clusters Score -1.003373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -10033729.000000 Penalty: 3649.751709
	Iteration 207Q: 3 clusters Score -1.003373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -10033727.000000 Penalty: 3649.751709
	Iteration 208Q: 3 clusters Score -1.003373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -10033735.000000 Penalty: 3649.751709
	Iteration 209Q: 3 clusters Score -1.003374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -10033727.000000 Penalty: 3649.751709
	Iteration 210Q: 3 clusters Score -1.003373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -10033732.000000 Penalty: 3649.751709
	Iteration 211Q: 3 clusters Score -1.003373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -10033737.000000 Penalty: 3649.751709
	Iteration 212Q: 3 clusters Score -1.003374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -10033718.000000 Penalty: 3649.751709
	Iteration 213Q: 3 clusters Score -1.003372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -10033737.000000 Penalty: 3649.751709
	Iteration 214Q: 3 clusters Score -1.003374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -10033745.000000 Penalty: 3649.751709
	Iteration 215Q: 3 clusters Score -1.003374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -10033741.000000 Penalty: 3649.751709
	Iteration 216Q: 3 clusters Score -1.003374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -10033735.000000 Penalty: 3649.751709
	Iteration 217Q: 3 clusters Score -1.003374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -10033730.000000 Penalty: 3649.751709
	Iteration 218Q: 3 clusters Score -1.003373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -10033741.000000 Penalty: 3649.751709
	Iteration 219Q: 3 clusters Score -1.003374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -10033744.000000 Penalty: 3649.751709
	Iteration 220F: 3 clusters Score -1.003374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -10033758.000000 Penalty: 3649.751709
	Iteration 221Q: 3 clusters Score -1.003376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -10033759.000000 Penalty: 3649.751709
	Iteration 222Q: 3 clusters Score -1.003376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -10033754.000000 Penalty: 3649.751709
	Iteration 223Q: 3 clusters Score -1.003375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -10033764.000000 Penalty: 3649.751709
	Iteration 224Q: 3 clusters Score -1.003376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -10033756.000000 Penalty: 3649.751709
	Iteration 225Q: 3 clusters Score -1.003376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -10033751.000000 Penalty: 3649.751709
	Iteration 226Q: 3 clusters Score -1.003375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -10033751.000000 Penalty: 3649.751709
	Iteration 227Q: 3 clusters Score -1.003375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -10033757.000000 Penalty: 3649.751709
	Iteration 228Q: 3 clusters Score -1.003376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10033765.000000 Penalty: 3649.751709
	Iteration 229Q: 3 clusters Score -1.003376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -10033753.000000 Penalty: 3649.751709
	Iteration 230Q: 3 clusters Score -1.003375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -10033755.000000 Penalty: 3649.751709
	Iteration 231Q: 3 clusters Score -1.003376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -10033764.000000 Penalty: 3649.751709
	Iteration 232Q: 3 clusters Score -1.003376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -10033757.000000 Penalty: 3649.751709
	Iteration 233Q: 3 clusters Score -1.003376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -10033759.000000 Penalty: 3649.751709
	Iteration 234Q: 3 clusters Score -1.003376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -10033768.000000 Penalty: 3649.751709
	Iteration 235Q: 3 clusters Score -1.003377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -10033773.000000 Penalty: 3649.751709
	Iteration 236Q: 3 clusters Score -1.003377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -10033775.000000 Penalty: 3649.751709
	Iteration 237Q: 3 clusters Score -1.003378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -10033787.000000 Penalty: 3649.751709
	Iteration 238Q: 3 clusters Score -1.003379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -10033782.000000 Penalty: 3649.751709
	Iteration 239Q: 3 clusters Score -1.003378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -10033775.000000 Penalty: 3649.751709
	Iteration 240F: 3 clusters Score -1.003378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -10033780.000000 Penalty: 3649.751709
	Iteration 241Q: 3 clusters Score -1.003378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -10033785.000000 Penalty: 3649.751709
	Iteration 242Q: 3 clusters Score -1.003378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -10033786.000000 Penalty: 3649.751709
	Iteration 243Q: 3 clusters Score -1.003379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -10033787.000000 Penalty: 3649.751709
	Iteration 244Q: 3 clusters Score -1.003379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -10033778.000000 Penalty: 3649.751709
	Iteration 245Q: 3 clusters Score -1.003378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -10033781.000000 Penalty: 3649.751709
	Iteration 246Q: 3 clusters Score -1.003378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -10033773.000000 Penalty: 3649.751709
	Iteration 247Q: 3 clusters Score -1.003377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -10033775.000000 Penalty: 3649.751709
	Iteration 248Q: 3 clusters Score -1.003378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -10033770.000000 Penalty: 3649.751709
	Iteration 249Q: 3 clusters Score -1.003377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -10033767.000000 Penalty: 3649.751709
	Iteration 250Q: 3 clusters Score -1.003377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -10033764.000000 Penalty: 3649.751709
	Iteration 251Q: 3 clusters Score -1.003376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -10033771.000000 Penalty: 3649.751709
	Iteration 252Q: 3 clusters Score -1.003377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -10033771.000000 Penalty: 3649.751709
	Iteration 253F: 3 clusters Score -1.003377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -22318.396484 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -22318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21454.433594 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -21454.43 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21647.236328 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -21647.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21809.210938 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -21809.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21881.896484 Penalty: 1876.729248
	Iteration 3F: 3 clusters Score -21881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21914.685547 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -21914.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21929.955078 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -21929.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21942.130859 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -21942.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21944.796875 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -21944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21944.796875 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -21944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -860179.875000 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -860179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -855197.937500 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -855197.9 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -856740.812500 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -856740.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -857061.875000 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -857061.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -857310.375000 Penalty: 2858.416504
	Iteration 3F: 3 clusters Score -857310.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -857536.750000 Penalty: 2858.416504
	Iteration 4F: 3 clusters Score -857536.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -857733.500000 Penalty: 2858.416504
	Iteration 5Q: 3 clusters Score -857733.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -857900.125000 Penalty: 2858.416504
	Iteration 6Q: 3 clusters Score -857900.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -858055.250000 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -858055.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -858207.250000 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -858207.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -858350.125000 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -858350.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -858497.500000 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -858497.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -858634.500000 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -858634.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -858724.750000 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -858724.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -858791.437500 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -858791.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -858851.375000 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -858851.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -858906.250000 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -858906.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -858951.375000 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -858951.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -858988.625000 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -858988.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -859021.750000 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -859021.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -859051.375000 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -859051.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -859068.375000 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -859068.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -859083.937500 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -859083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -859095.000000 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -859095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -859106.312500 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -859106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -859114.187500 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -859114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -859116.187500 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -859116.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -859118.312500 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -859118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -859120.750000 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -859120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -859121.625000 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -859121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -859121.750000 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -859121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -859122.125000 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -859122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -859122.125000 Penalty: 2858.416504
	Iteration 31F: 3 clusters Score -859122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -214510.421875 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -214510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -212860.453125 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -212860.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -213183.671875 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -213183.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -213268.906250 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -213268.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -213314.453125 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -213314.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -213349.265625 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -213349.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213386.328125 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -213386.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213405.609375 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -213405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -213416.234375 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -213416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -213418.859375 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -213418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -213420.000000 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -213420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -213420.921875 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -213420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -213422.500000 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -213422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -213423.296875 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -213423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -213423.296875 Penalty: 2339.166504
	Iteration 13F: 3 clusters Score -213423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -269382.968750 Penalty: 1216.027222
	Iteration 0F: 2 clusters Score -269383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267472.000000 Penalty: 2432.054443
	Iteration 0F: 3 clusters Score -267472 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -268151.937500 Penalty: 2432.054443
	Iteration 1F: 3 clusters Score -268151.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -268431.781250 Penalty: 2432.054443
	Iteration 2F: 3 clusters Score -268431.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -268667.187500 Penalty: 2432.054443
	Iteration 3F: 3 clusters Score -268667.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268854.718750 Penalty: 2432.054443
	Iteration 4F: 3 clusters Score -268854.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -269026.500000 Penalty: 2432.054443
	Iteration 5F: 3 clusters Score -269026.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -269144.000000 Penalty: 2432.054443
	Iteration 6Q: 3 clusters Score -269144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -269186.062500 Penalty: 2432.054443
	Iteration 7Q: 3 clusters Score -269186.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -269221.468750 Penalty: 2432.054443
	Iteration 8Q: 3 clusters Score -269221.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -269246.562500 Penalty: 2432.054443
	Iteration 9Q: 3 clusters Score -269246.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269261.500000 Penalty: 2432.054443
	Iteration 10Q: 3 clusters Score -269261.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -269269.781250 Penalty: 2432.054443
	Iteration 11Q: 3 clusters Score -269269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -269275.937500 Penalty: 2432.054443
	Iteration 12Q: 3 clusters Score -269275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -269282.500000 Penalty: 2432.054443
	Iteration 13Q: 3 clusters Score -269282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -269284.781250 Penalty: 2432.054443
	Iteration 14Q: 3 clusters Score -269284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -269285.593750 Penalty: 2432.054443
	Iteration 15Q: 3 clusters Score -269285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -269285.593750 Penalty: 2432.054443
	Iteration 16F: 3 clusters Score -269285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (36481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Entering Unmasked Estep 
Score: -4743396.500000 Penalty: 1706.988892
	Iteration 0F: 2 clusters Score -4743396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4718973.000000 Penalty: 3413.977783
	Iteration 0F: 3 clusters Score -4718973 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4728553.000000 Penalty: 3413.977783
	Iteration 1F: 3 clusters Score -4728553 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4729342.000000 Penalty: 3413.977783
	Iteration 2F: 3 clusters Score -4729342 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4730334.000000 Penalty: 3413.977783
	Iteration 3F: 3 clusters Score -4730334 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4731492.000000 Penalty: 3413.977783
	Iteration 4F: 3 clusters Score -4731492 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4733014.500000 Penalty: 3413.977783
	Iteration 5F: 3 clusters Score -4733014 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4734851.000000 Penalty: 3413.977783
	Iteration 6F: 3 clusters Score -4734851 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4736630.000000 Penalty: 3413.977783
	Iteration 7F: 3 clusters Score -4736630 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4738220.000000 Penalty: 3413.977783
	Iteration 8F: 3 clusters Score -4738220 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4739316.000000 Penalty: 3413.977783
	Iteration 9Q: 3 clusters Score -4739316 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4739976.500000 Penalty: 3413.977783
	Iteration 10Q: 3 clusters Score -4739976 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4740454.000000 Penalty: 3413.977783
	Iteration 11Q: 3 clusters Score -4740454 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4740767.000000 Penalty: 3413.977783
	Iteration 12Q: 3 clusters Score -4740767 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4741065.000000 Penalty: 3413.977783
	Iteration 13Q: 3 clusters Score -4741065 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4741323.000000 Penalty: 3413.977783
	Iteration 14Q: 3 clusters Score -4741323 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4741557.500000 Penalty: 3413.977783
	Iteration 15Q: 3 clusters Score -4741558 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4741796.500000 Penalty: 3413.977783
	Iteration 16Q: 3 clusters Score -4741796 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4741924.500000 Penalty: 3413.977783
	Iteration 17Q: 3 clusters Score -4741924 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4742057.000000 Penalty: 3413.977783
	Iteration 18Q: 3 clusters Score -4742057 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4742147.500000 Penalty: 3413.977783
	Iteration 19Q: 3 clusters Score -4742148 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4742206.000000 Penalty: 3413.977783
	Iteration 20F: 3 clusters Score -4742206 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4742270.500000 Penalty: 3413.977783
	Iteration 21Q: 3 clusters Score -4742270 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4742337.500000 Penalty: 3413.977783
	Iteration 22Q: 3 clusters Score -4742338 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4742402.500000 Penalty: 3413.977783
	Iteration 23Q: 3 clusters Score -4742402 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4742486.000000 Penalty: 3413.977783
	Iteration 24Q: 3 clusters Score -4742486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4742535.500000 Penalty: 3413.977783
	Iteration 25Q: 3 clusters Score -4742536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4742564.000000 Penalty: 3413.977783
	Iteration 26Q: 3 clusters Score -4742564 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4742611.500000 Penalty: 3413.977783
	Iteration 27Q: 3 clusters Score -4742612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4742645.000000 Penalty: 3413.977783
	Iteration 28Q: 3 clusters Score -4742645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4742675.000000 Penalty: 3413.977783
	Iteration 29Q: 3 clusters Score -4742675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4742701.000000 Penalty: 3413.977783
	Iteration 30Q: 3 clusters Score -4742701 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4742728.000000 Penalty: 3413.977783
	Iteration 31Q: 3 clusters Score -4742728 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4742768.000000 Penalty: 3413.977783
	Iteration 32Q: 3 clusters Score -4742768 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4742793.000000 Penalty: 3413.977783
	Iteration 33Q: 3 clusters Score -4742793 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4742809.500000 Penalty: 3413.977783
	Iteration 34Q: 3 clusters Score -4742810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4742825.000000 Penalty: 3413.977783
	Iteration 35Q: 3 clusters Score -4742825 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4742847.000000 Penalty: 3413.977783
	Iteration 36Q: 3 clusters Score -4742847 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4742876.000000 Penalty: 3413.977783
	Iteration 37Q: 3 clusters Score -4742876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4742897.000000 Penalty: 3413.977783
	Iteration 38Q: 3 clusters Score -4742897 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4742914.500000 Penalty: 3413.977783
	Iteration 39Q: 3 clusters Score -4742914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4742926.000000 Penalty: 3413.977783
	Iteration 40F: 3 clusters Score -4742926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4742934.500000 Penalty: 3413.977783
	Iteration 41Q: 3 clusters Score -4742934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4742947.000000 Penalty: 3413.977783
	Iteration 42Q: 3 clusters Score -4742947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4742950.000000 Penalty: 3413.977783
	Iteration 43Q: 3 clusters Score -4742950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4742965.000000 Penalty: 3413.977783
	Iteration 44Q: 3 clusters Score -4742965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4742951.500000 Penalty: 3413.977783
	Iteration 45Q: 3 clusters Score -4742952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4742963.500000 Penalty: 3413.977783
	Iteration 46Q: 3 clusters Score -4742964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4742958.000000 Penalty: 3413.977783
	Iteration 47Q: 3 clusters Score -4742958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4742971.000000 Penalty: 3413.977783
	Iteration 48Q: 3 clusters Score -4742971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4742964.500000 Penalty: 3413.977783
	Iteration 49Q: 3 clusters Score -4742964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -4742966.000000 Penalty: 3413.977783
	Iteration 50Q: 3 clusters Score -4742966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4742964.000000 Penalty: 3413.977783
	Iteration 51Q: 3 clusters Score -4742964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4742972.500000 Penalty: 3413.977783
	Iteration 52Q: 3 clusters Score -4742972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4742980.000000 Penalty: 3413.977783
	Iteration 53Q: 3 clusters Score -4742980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4742983.500000 Penalty: 3413.977783
	Iteration 54Q: 3 clusters Score -4742984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4742994.000000 Penalty: 3413.977783
	Iteration 55Q: 3 clusters Score -4742994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4742997.500000 Penalty: 3413.977783
	Iteration 56Q: 3 clusters Score -4742998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4743010.500000 Penalty: 3413.977783
	Iteration 57Q: 3 clusters Score -4743010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -4743020.000000 Penalty: 3413.977783
	Iteration 58Q: 3 clusters Score -4743020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4743024.500000 Penalty: 3413.977783
	Iteration 59Q: 3 clusters Score -4743024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4743036.000000 Penalty: 3413.977783
	Iteration 60F: 3 clusters Score -4743036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4743028.000000 Penalty: 3413.977783
	Iteration 61Q: 3 clusters Score -4743028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4743031.000000 Penalty: 3413.977783
	Iteration 62Q: 3 clusters Score -4743031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4743023.500000 Penalty: 3413.977783
	Iteration 63Q: 3 clusters Score -4743024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4743024.500000 Penalty: 3413.977783
	Iteration 64Q: 3 clusters Score -4743024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4743037.000000 Penalty: 3413.977783
	Iteration 65Q: 3 clusters Score -4743037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -4743031.000000 Penalty: 3413.977783
	Iteration 66Q: 3 clusters Score -4743031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4743049.000000 Penalty: 3413.977783
	Iteration 67Q: 3 clusters Score -4743049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4743055.500000 Penalty: 3413.977783
	Iteration 68Q: 3 clusters Score -4743056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4743058.000000 Penalty: 3413.977783
	Iteration 69Q: 3 clusters Score -4743058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4743072.000000 Penalty: 3413.977783
	Iteration 70Q: 3 clusters Score -4743072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4743092.000000 Penalty: 3413.977783
	Iteration 71Q: 3 clusters Score -4743092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4743106.500000 Penalty: 3413.977783
	Iteration 72Q: 3 clusters Score -4743106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4743107.500000 Penalty: 3413.977783
	Iteration 73Q: 3 clusters Score -4743108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -4743110.000000 Penalty: 3413.977783
	Iteration 74Q: 3 clusters Score -4743110 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4743113.000000 Penalty: 3413.977783
	Iteration 75Q: 3 clusters Score -4743113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4743138.000000 Penalty: 3413.977783
	Iteration 76Q: 3 clusters Score -4743138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4743142.000000 Penalty: 3413.977783
	Iteration 77Q: 3 clusters Score -4743142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4743138.000000 Penalty: 3413.977783
	Iteration 78Q: 3 clusters Score -4743138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4743163.500000 Penalty: 3413.977783
	Iteration 79Q: 3 clusters Score -4743164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4743182.500000 Penalty: 3413.977783
	Iteration 80F: 3 clusters Score -4743182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4743186.000000 Penalty: 3413.977783
	Iteration 81Q: 3 clusters Score -4743186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4743192.000000 Penalty: 3413.977783
	Iteration 82Q: 3 clusters Score -4743192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4743195.500000 Penalty: 3413.977783
	Iteration 83Q: 3 clusters Score -4743196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4743194.500000 Penalty: 3413.977783
	Iteration 84Q: 3 clusters Score -4743194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4743192.000000 Penalty: 3413.977783
	Iteration 85Q: 3 clusters Score -4743192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4743198.500000 Penalty: 3413.977783
	Iteration 86Q: 3 clusters Score -4743198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4743191.000000 Penalty: 3413.977783
	Iteration 87Q: 3 clusters Score -4743191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4743205.000000 Penalty: 3413.977783
	Iteration 88Q: 3 clusters Score -4743205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4743203.000000 Penalty: 3413.977783
	Iteration 89Q: 3 clusters Score -4743203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4743207.500000 Penalty: 3413.977783
	Iteration 90Q: 3 clusters Score -4743208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4743219.500000 Penalty: 3413.977783
	Iteration 91Q: 3 clusters Score -4743220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4743216.500000 Penalty: 3413.977783
	Iteration 92Q: 3 clusters Score -4743216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4743229.000000 Penalty: 3413.977783
	Iteration 93Q: 3 clusters Score -4743229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4743227.500000 Penalty: 3413.977783
	Iteration 94Q: 3 clusters Score -4743228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4743234.500000 Penalty: 3413.977783
	Iteration 95Q: 3 clusters Score -4743234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4743242.500000 Penalty: 3413.977783
	Iteration 96Q: 3 clusters Score -4743242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4743249.500000 Penalty: 3413.977783
	Iteration 97Q: 3 clusters Score -4743250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4743257.000000 Penalty: 3413.977783
	Iteration 98Q: 3 clusters Score -4743257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4743275.000000 Penalty: 3413.977783
	Iteration 99Q: 3 clusters Score -4743275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4743287.500000 Penalty: 3413.977783
	Iteration 100F: 3 clusters Score -4743288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4743287.500000 Penalty: 3413.977783
	Iteration 101Q: 3 clusters Score -4743288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4743288.000000 Penalty: 3413.977783
	Iteration 102Q: 3 clusters Score -4743288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4743283.000000 Penalty: 3413.977783
	Iteration 103Q: 3 clusters Score -4743283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4743278.000000 Penalty: 3413.977783
	Iteration 104Q: 3 clusters Score -4743278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4743285.000000 Penalty: 3413.977783
	Iteration 105Q: 3 clusters Score -4743285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4743297.500000 Penalty: 3413.977783
	Iteration 106Q: 3 clusters Score -4743298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4743301.500000 Penalty: 3413.977783
	Iteration 107Q: 3 clusters Score -4743302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4743293.000000 Penalty: 3413.977783
	Iteration 108Q: 3 clusters Score -4743293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4743291.500000 Penalty: 3413.977783
	Iteration 109Q: 3 clusters Score -4743292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4743289.000000 Penalty: 3413.977783
	Iteration 110Q: 3 clusters Score -4743289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4743291.500000 Penalty: 3413.977783
	Iteration 111Q: 3 clusters Score -4743292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4743288.500000 Penalty: 3413.977783
	Iteration 112Q: 3 clusters Score -4743288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4743292.000000 Penalty: 3413.977783
	Iteration 113Q: 3 clusters Score -4743292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4743297.500000 Penalty: 3413.977783
	Iteration 114Q: 3 clusters Score -4743298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4743301.500000 Penalty: 3413.977783
	Iteration 115Q: 3 clusters Score -4743302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4743297.000000 Penalty: 3413.977783
	Iteration 116Q: 3 clusters Score -4743297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4743309.000000 Penalty: 3413.977783
	Iteration 117Q: 3 clusters Score -4743309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4743313.000000 Penalty: 3413.977783
	Iteration 118Q: 3 clusters Score -4743313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4743313.000000 Penalty: 3413.977783
	Iteration 119Q: 3 clusters Score -4743313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4743315.000000 Penalty: 3413.977783
	Iteration 120F: 3 clusters Score -4743315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4743313.000000 Penalty: 3413.977783
	Iteration 121Q: 3 clusters Score -4743313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -4743314.500000 Penalty: 3413.977783
	Iteration 122Q: 3 clusters Score -4743314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4743316.500000 Penalty: 3413.977783
	Iteration 123Q: 3 clusters Score -4743316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4743318.000000 Penalty: 3413.977783
	Iteration 124Q: 3 clusters Score -4743318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4743316.500000 Penalty: 3413.977783
	Iteration 125Q: 3 clusters Score -4743316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4743313.500000 Penalty: 3413.977783
	Iteration 126Q: 3 clusters Score -4743314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4743315.500000 Penalty: 3413.977783
	Iteration 127Q: 3 clusters Score -4743316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4743317.000000 Penalty: 3413.977783
	Iteration 128Q: 3 clusters Score -4743317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4743315.500000 Penalty: 3413.977783
	Iteration 129Q: 3 clusters Score -4743316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4743321.000000 Penalty: 3413.977783
	Iteration 130Q: 3 clusters Score -4743321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4743310.500000 Penalty: 3413.977783
	Iteration 131Q: 3 clusters Score -4743310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4743315.500000 Penalty: 3413.977783
	Iteration 132Q: 3 clusters Score -4743316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4743316.500000 Penalty: 3413.977783
	Iteration 133Q: 3 clusters Score -4743316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4743315.000000 Penalty: 3413.977783
	Iteration 134Q: 3 clusters Score -4743315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4743319.000000 Penalty: 3413.977783
	Iteration 135Q: 3 clusters Score -4743319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4743324.000000 Penalty: 3413.977783
	Iteration 136Q: 3 clusters Score -4743324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4743320.000000 Penalty: 3413.977783
	Iteration 137Q: 3 clusters Score -4743320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4743319.500000 Penalty: 3413.977783
	Iteration 138Q: 3 clusters Score -4743320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4743324.000000 Penalty: 3413.977783
	Iteration 139Q: 3 clusters Score -4743324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4743318.500000 Penalty: 3413.977783
	Iteration 140F: 3 clusters Score -4743318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4743324.500000 Penalty: 3413.977783
	Iteration 141Q: 3 clusters Score -4743324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4743326.500000 Penalty: 3413.977783
	Iteration 142Q: 3 clusters Score -4743326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4743329.500000 Penalty: 3413.977783
	Iteration 143Q: 3 clusters Score -4743330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -4743324.500000 Penalty: 3413.977783
	Iteration 144Q: 3 clusters Score -4743324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4743327.500000 Penalty: 3413.977783
	Iteration 145Q: 3 clusters Score -4743328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4743332.000000 Penalty: 3413.977783
	Iteration 146Q: 3 clusters Score -4743332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4743330.000000 Penalty: 3413.977783
	Iteration 147Q: 3 clusters Score -4743330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4743333.500000 Penalty: 3413.977783
	Iteration 148Q: 3 clusters Score -4743334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4743334.000000 Penalty: 3413.977783
	Iteration 149Q: 3 clusters Score -4743334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4743332.500000 Penalty: 3413.977783
	Iteration 150Q: 3 clusters Score -4743332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4743331.500000 Penalty: 3413.977783
	Iteration 151Q: 3 clusters Score -4743332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4743331.500000 Penalty: 3413.977783
	Iteration 152F: 3 clusters Score -4743332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (89762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Entering Unmasked Estep 
Score: -11872835.000000 Penalty: 1853.298950
	Iteration 0F: 2 clusters Score -1.187284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -11817794.000000 Penalty: 3706.597900
	Iteration 0F: 3 clusters Score -1.181779e+07 nChanged 42759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -11842748.000000 Penalty: 3706.597900
	Iteration 1F: 3 clusters Score -1.184275e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -11843825.000000 Penalty: 3706.597900
	Iteration 2Q: 3 clusters Score -1.184382e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -11845201.000000 Penalty: 3706.597900
	Iteration 3Q: 3 clusters Score -1.18452e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -11846901.000000 Penalty: 3706.597900
	Iteration 4Q: 3 clusters Score -1.18469e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -11849152.000000 Penalty: 3706.597900
	Iteration 5Q: 3 clusters Score -1.184915e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -11851781.000000 Penalty: 3706.597900
	Iteration 6F: 3 clusters Score -1.185178e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -11855189.000000 Penalty: 3706.597900
	Iteration 7F: 3 clusters Score -1.185519e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -11859179.000000 Penalty: 3706.597900
	Iteration 8F: 3 clusters Score -1.185918e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -11862275.000000 Penalty: 3706.597900
	Iteration 9F: 3 clusters Score -1.186228e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -11863812.000000 Penalty: 3706.597900
	Iteration 10Q: 3 clusters Score -1.186381e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -11864345.000000 Penalty: 3706.597900
	Iteration 11Q: 3 clusters Score -1.186434e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -11864677.000000 Penalty: 3706.597900
	Iteration 12Q: 3 clusters Score -1.186468e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -11864957.000000 Penalty: 3706.597900
	Iteration 13Q: 3 clusters Score -1.186496e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -11865109.000000 Penalty: 3706.597900
	Iteration 14Q: 3 clusters Score -1.186511e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -11865238.000000 Penalty: 3706.597900
	Iteration 15Q: 3 clusters Score -1.186524e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -11865399.000000 Penalty: 3706.597900
	Iteration 16Q: 3 clusters Score -1.18654e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -11865503.000000 Penalty: 3706.597900
	Iteration 17Q: 3 clusters Score -1.18655e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -11865622.000000 Penalty: 3706.597900
	Iteration 18Q: 3 clusters Score -1.186562e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -11865839.000000 Penalty: 3706.597900
	Iteration 19Q: 3 clusters Score -1.186584e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -11865966.000000 Penalty: 3706.597900
	Iteration 20F: 3 clusters Score -1.186597e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -11866112.000000 Penalty: 3706.597900
	Iteration 21Q: 3 clusters Score -1.186611e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -11866179.000000 Penalty: 3706.597900
	Iteration 22Q: 3 clusters Score -1.186618e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -11866193.000000 Penalty: 3706.597900
	Iteration 23Q: 3 clusters Score -1.186619e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -11866246.000000 Penalty: 3706.597900
	Iteration 24Q: 3 clusters Score -1.186625e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -11866237.000000 Penalty: 3706.597900
	Iteration 25Q: 3 clusters Score -1.186624e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -11866248.000000 Penalty: 3706.597900
	Iteration 26Q: 3 clusters Score -1.186625e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -11866221.000000 Penalty: 3706.597900
	Iteration 27Q: 3 clusters Score -1.186622e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -11866215.000000 Penalty: 3706.597900
	Iteration 28Q: 3 clusters Score -1.186622e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -11866191.000000 Penalty: 3706.597900
	Iteration 29Q: 3 clusters Score -1.186619e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -11866214.000000 Penalty: 3706.597900
	Iteration 30Q: 3 clusters Score -1.186621e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -11866231.000000 Penalty: 3706.597900
	Iteration 31Q: 3 clusters Score -1.186623e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -11866210.000000 Penalty: 3706.597900
	Iteration 32Q: 3 clusters Score -1.186621e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -11866237.000000 Penalty: 3706.597900
	Iteration 33Q: 3 clusters Score -1.186624e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -11866275.000000 Penalty: 3706.597900
	Iteration 34Q: 3 clusters Score -1.186628e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -11866257.000000 Penalty: 3706.597900
	Iteration 35Q: 3 clusters Score -1.186626e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -11866269.000000 Penalty: 3706.597900
	Iteration 36Q: 3 clusters Score -1.186627e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -11866260.000000 Penalty: 3706.597900
	Iteration 37Q: 3 clusters Score -1.186626e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -11866254.000000 Penalty: 3706.597900
	Iteration 38Q: 3 clusters Score -1.186625e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -11866309.000000 Penalty: 3706.597900
	Iteration 39Q: 3 clusters Score -1.186631e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -11866318.000000 Penalty: 3706.597900
	Iteration 40F: 3 clusters Score -1.186632e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -11866318.000000 Penalty: 3706.597900
	Iteration 41Q: 3 clusters Score -1.186632e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -11866331.000000 Penalty: 3706.597900
	Iteration 42Q: 3 clusters Score -1.186633e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11866338.000000 Penalty: 3706.597900
	Iteration 43Q: 3 clusters Score -1.186634e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -11866336.000000 Penalty: 3706.597900
	Iteration 44Q: 3 clusters Score -1.186634e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -11866328.000000 Penalty: 3706.597900
	Iteration 45Q: 3 clusters Score -1.186633e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -11866323.000000 Penalty: 3706.597900
	Iteration 46Q: 3 clusters Score -1.186632e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -11866366.000000 Penalty: 3706.597900
	Iteration 47Q: 3 clusters Score -1.186637e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -11866383.000000 Penalty: 3706.597900
	Iteration 48Q: 3 clusters Score -1.186638e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -11866371.000000 Penalty: 3706.597900
	Iteration 49Q: 3 clusters Score -1.186637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -11866359.000000 Penalty: 3706.597900
	Iteration 50Q: 3 clusters Score -1.186636e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -11866383.000000 Penalty: 3706.597900
	Iteration 51Q: 3 clusters Score -1.186638e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -11866355.000000 Penalty: 3706.597900
	Iteration 52Q: 3 clusters Score -1.186636e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -11866359.000000 Penalty: 3706.597900
	Iteration 53Q: 3 clusters Score -1.186636e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -11866345.000000 Penalty: 3706.597900
	Iteration 54Q: 3 clusters Score -1.186634e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -11866359.000000 Penalty: 3706.597900
	Iteration 55Q: 3 clusters Score -1.186636e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -11866370.000000 Penalty: 3706.597900
	Iteration 56Q: 3 clusters Score -1.186637e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -11866370.000000 Penalty: 3706.597900
	Iteration 57Q: 3 clusters Score -1.186637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -11866378.000000 Penalty: 3706.597900
	Iteration 58Q: 3 clusters Score -1.186638e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11866375.000000 Penalty: 3706.597900
	Iteration 59Q: 3 clusters Score -1.186638e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -11866403.000000 Penalty: 3706.597900
	Iteration 60F: 3 clusters Score -1.18664e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -11866396.000000 Penalty: 3706.597900
	Iteration 61Q: 3 clusters Score -1.18664e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -11866405.000000 Penalty: 3706.597900
	Iteration 62Q: 3 clusters Score -1.18664e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11866391.000000 Penalty: 3706.597900
	Iteration 63Q: 3 clusters Score -1.186639e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -11866388.000000 Penalty: 3706.597900
	Iteration 64Q: 3 clusters Score -1.186639e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -11866385.000000 Penalty: 3706.597900
	Iteration 65Q: 3 clusters Score -1.186638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -11866412.000000 Penalty: 3706.597900
	Iteration 66Q: 3 clusters Score -1.186641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -11866419.000000 Penalty: 3706.597900
	Iteration 67Q: 3 clusters Score -1.186642e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -11866413.000000 Penalty: 3706.597900
	Iteration 68Q: 3 clusters Score -1.186641e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -11866413.000000 Penalty: 3706.597900
	Iteration 69Q: 3 clusters Score -1.186641e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -11866404.000000 Penalty: 3706.597900
	Iteration 70Q: 3 clusters Score -1.18664e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -11866420.000000 Penalty: 3706.597900
	Iteration 71Q: 3 clusters Score -1.186642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -11866448.000000 Penalty: 3706.597900
	Iteration 72Q: 3 clusters Score -1.186645e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -11866460.000000 Penalty: 3706.597900
	Iteration 73Q: 3 clusters Score -1.186646e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -11866467.000000 Penalty: 3706.597900
	Iteration 74Q: 3 clusters Score -1.186647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -11866471.000000 Penalty: 3706.597900
	Iteration 75Q: 3 clusters Score -1.186647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -11866451.000000 Penalty: 3706.597900
	Iteration 76Q: 3 clusters Score -1.186645e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -11866469.000000 Penalty: 3706.597900
	Iteration 77Q: 3 clusters Score -1.186647e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -11866467.000000 Penalty: 3706.597900
	Iteration 78Q: 3 clusters Score -1.186647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -11866466.000000 Penalty: 3706.597900
	Iteration 79Q: 3 clusters Score -1.186647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -11866465.000000 Penalty: 3706.597900
	Iteration 80F: 3 clusters Score -1.186646e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -11866483.000000 Penalty: 3706.597900
	Iteration 81Q: 3 clusters Score -1.186648e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -11866483.000000 Penalty: 3706.597900
	Iteration 82Q: 3 clusters Score -1.186648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -11866486.000000 Penalty: 3706.597900
	Iteration 83Q: 3 clusters Score -1.186649e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11866496.000000 Penalty: 3706.597900
	Iteration 84Q: 3 clusters Score -1.18665e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -11866525.000000 Penalty: 3706.597900
	Iteration 85Q: 3 clusters Score -1.186652e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -11866545.000000 Penalty: 3706.597900
	Iteration 86Q: 3 clusters Score -1.186654e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -11866558.000000 Penalty: 3706.597900
	Iteration 87Q: 3 clusters Score -1.186656e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -11866577.000000 Penalty: 3706.597900
	Iteration 88Q: 3 clusters Score -1.186658e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -11866563.000000 Penalty: 3706.597900
	Iteration 89Q: 3 clusters Score -1.186656e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -11866611.000000 Penalty: 3706.597900
	Iteration 90Q: 3 clusters Score -1.186661e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -11866622.000000 Penalty: 3706.597900
	Iteration 91Q: 3 clusters Score -1.186662e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -11866631.000000 Penalty: 3706.597900
	Iteration 92Q: 3 clusters Score -1.186663e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -11866656.000000 Penalty: 3706.597900
	Iteration 93Q: 3 clusters Score -1.186666e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -11866634.000000 Penalty: 3706.597900
	Iteration 94Q: 3 clusters Score -1.186663e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11866641.000000 Penalty: 3706.597900
	Iteration 95Q: 3 clusters Score -1.186664e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11866678.000000 Penalty: 3706.597900
	Iteration 96Q: 3 clusters Score -1.186668e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -11866681.000000 Penalty: 3706.597900
	Iteration 97Q: 3 clusters Score -1.186668e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -11866663.000000 Penalty: 3706.597900
	Iteration 98Q: 3 clusters Score -1.186666e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -11866652.000000 Penalty: 3706.597900
	Iteration 99Q: 3 clusters Score -1.186665e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -11866657.000000 Penalty: 3706.597900
	Iteration 100F: 3 clusters Score -1.186666e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -11866667.000000 Penalty: 3706.597900
	Iteration 101Q: 3 clusters Score -1.186667e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -11866660.000000 Penalty: 3706.597900
	Iteration 102Q: 3 clusters Score -1.186666e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -11866673.000000 Penalty: 3706.597900
	Iteration 103Q: 3 clusters Score -1.186667e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11866666.000000 Penalty: 3706.597900
	Iteration 104Q: 3 clusters Score -1.186667e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11866660.000000 Penalty: 3706.597900
	Iteration 105Q: 3 clusters Score -1.186666e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -11866681.000000 Penalty: 3706.597900
	Iteration 106Q: 3 clusters Score -1.186668e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -11866688.000000 Penalty: 3706.597900
	Iteration 107Q: 3 clusters Score -1.186669e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -11866700.000000 Penalty: 3706.597900
	Iteration 108Q: 3 clusters Score -1.18667e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -11866702.000000 Penalty: 3706.597900
	Iteration 109Q: 3 clusters Score -1.18667e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -11866731.000000 Penalty: 3706.597900
	Iteration 110Q: 3 clusters Score -1.186673e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -11866758.000000 Penalty: 3706.597900
	Iteration 111Q: 3 clusters Score -1.186676e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -11866799.000000 Penalty: 3706.597900
	Iteration 112Q: 3 clusters Score -1.18668e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -11866801.000000 Penalty: 3706.597900
	Iteration 113Q: 3 clusters Score -1.18668e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -11866834.000000 Penalty: 3706.597900
	Iteration 114Q: 3 clusters Score -1.186683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -11866833.000000 Penalty: 3706.597900
	Iteration 115Q: 3 clusters Score -1.186683e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -11866839.000000 Penalty: 3706.597900
	Iteration 116Q: 3 clusters Score -1.186684e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -11866849.000000 Penalty: 3706.597900
	Iteration 117Q: 3 clusters Score -1.186685e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -11866833.000000 Penalty: 3706.597900
	Iteration 118Q: 3 clusters Score -1.186683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -11866829.000000 Penalty: 3706.597900
	Iteration 119Q: 3 clusters Score -1.186683e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -11866813.000000 Penalty: 3706.597900
	Iteration 120F: 3 clusters Score -1.186681e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -11866842.000000 Penalty: 3706.597900
	Iteration 121Q: 3 clusters Score -1.186684e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -11866859.000000 Penalty: 3706.597900
	Iteration 122Q: 3 clusters Score -1.186686e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -11866878.000000 Penalty: 3706.597900
	Iteration 123Q: 3 clusters Score -1.186688e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -11866894.000000 Penalty: 3706.597900
	Iteration 124Q: 3 clusters Score -1.186689e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -11866897.000000 Penalty: 3706.597900
	Iteration 125Q: 3 clusters Score -1.18669e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -11866902.000000 Penalty: 3706.597900
	Iteration 126Q: 3 clusters Score -1.18669e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -11866925.000000 Penalty: 3706.597900
	Iteration 127Q: 3 clusters Score -1.186692e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -11866950.000000 Penalty: 3706.597900
	Iteration 128Q: 3 clusters Score -1.186695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -11866961.000000 Penalty: 3706.597900
	Iteration 129Q: 3 clusters Score -1.186696e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -11866955.000000 Penalty: 3706.597900
	Iteration 130Q: 3 clusters Score -1.186696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -11866952.000000 Penalty: 3706.597900
	Iteration 131Q: 3 clusters Score -1.186695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -11866977.000000 Penalty: 3706.597900
	Iteration 132Q: 3 clusters Score -1.186698e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -11866989.000000 Penalty: 3706.597900
	Iteration 133Q: 3 clusters Score -1.186699e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -11866991.000000 Penalty: 3706.597900
	Iteration 134Q: 3 clusters Score -1.186699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -11867003.000000 Penalty: 3706.597900
	Iteration 135Q: 3 clusters Score -1.1867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -11867011.000000 Penalty: 3706.597900
	Iteration 136Q: 3 clusters Score -1.186701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -11867021.000000 Penalty: 3706.597900
	Iteration 137Q: 3 clusters Score -1.186702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -11867015.000000 Penalty: 3706.597900
	Iteration 138Q: 3 clusters Score -1.186702e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -11867026.000000 Penalty: 3706.597900
	Iteration 139Q: 3 clusters Score -1.186703e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -11867014.000000 Penalty: 3706.597900
	Iteration 140F: 3 clusters Score -1.186701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -11866989.000000 Penalty: 3706.597900
	Iteration 141Q: 3 clusters Score -1.186699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -11866996.000000 Penalty: 3706.597900
	Iteration 142Q: 3 clusters Score -1.1867e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -11867026.000000 Penalty: 3706.597900
	Iteration 143Q: 3 clusters Score -1.186703e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -11867025.000000 Penalty: 3706.597900
	Iteration 144Q: 3 clusters Score -1.186702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -11867034.000000 Penalty: 3706.597900
	Iteration 145Q: 3 clusters Score -1.186703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -11867056.000000 Penalty: 3706.597900
	Iteration 146Q: 3 clusters Score -1.186706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -11867050.000000 Penalty: 3706.597900
	Iteration 147Q: 3 clusters Score -1.186705e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -11867042.000000 Penalty: 3706.597900
	Iteration 148Q: 3 clusters Score -1.186704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -11867039.000000 Penalty: 3706.597900
	Iteration 149Q: 3 clusters Score -1.186704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -11867036.000000 Penalty: 3706.597900
	Iteration 150Q: 3 clusters Score -1.186704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -11867037.000000 Penalty: 3706.597900
	Iteration 151Q: 3 clusters Score -1.186704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -11867029.000000 Penalty: 3706.597900
	Iteration 152Q: 3 clusters Score -1.186703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -11867032.000000 Penalty: 3706.597900
	Iteration 153Q: 3 clusters Score -1.186703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -11867040.000000 Penalty: 3706.597900
	Iteration 154Q: 3 clusters Score -1.186704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -11867044.000000 Penalty: 3706.597900
	Iteration 155Q: 3 clusters Score -1.186704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -11867039.000000 Penalty: 3706.597900
	Iteration 156Q: 3 clusters Score -1.186704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -11867050.000000 Penalty: 3706.597900
	Iteration 157Q: 3 clusters Score -1.186705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -11867046.000000 Penalty: 3706.597900
	Iteration 158Q: 3 clusters Score -1.186705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -11867045.000000 Penalty: 3706.597900
	Iteration 159Q: 3 clusters Score -1.186704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -11867046.000000 Penalty: 3706.597900
	Iteration 160F: 3 clusters Score -1.186705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -11867045.000000 Penalty: 3706.597900
	Iteration 161Q: 3 clusters Score -1.186704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -11867035.000000 Penalty: 3706.597900
	Iteration 162Q: 3 clusters Score -1.186704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -11867043.000000 Penalty: 3706.597900
	Iteration 163Q: 3 clusters Score -1.186704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -11867048.000000 Penalty: 3706.597900
	Iteration 164Q: 3 clusters Score -1.186705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -11867058.000000 Penalty: 3706.597900
	Iteration 165Q: 3 clusters Score -1.186706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -11867064.000000 Penalty: 3706.597900
	Iteration 166Q: 3 clusters Score -1.186706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -11867065.000000 Penalty: 3706.597900
	Iteration 167Q: 3 clusters Score -1.186706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -11867062.000000 Penalty: 3706.597900
	Iteration 168Q: 3 clusters Score -1.186706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -11867061.000000 Penalty: 3706.597900
	Iteration 169Q: 3 clusters Score -1.186706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -11867062.000000 Penalty: 3706.597900
	Iteration 170Q: 3 clusters Score -1.186706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -11867056.000000 Penalty: 3706.597900
	Iteration 171Q: 3 clusters Score -1.186706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -11867061.000000 Penalty: 3706.597900
	Iteration 172Q: 3 clusters Score -1.186706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -11867057.000000 Penalty: 3706.597900
	Iteration 173Q: 3 clusters Score -1.186706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -11867060.000000 Penalty: 3706.597900
	Iteration 174Q: 3 clusters Score -1.186706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -11867061.000000 Penalty: 3706.597900
	Iteration 175Q: 3 clusters Score -1.186706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -11867058.000000 Penalty: 3706.597900
	Iteration 176Q: 3 clusters Score -1.186706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -11867052.000000 Penalty: 3706.597900
	Iteration 177Q: 3 clusters Score -1.186705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -11867049.000000 Penalty: 3706.597900
	Iteration 178Q: 3 clusters Score -1.186705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -11867052.000000 Penalty: 3706.597900
	Iteration 179Q: 3 clusters Score -1.186705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -11867061.000000 Penalty: 3706.597900
	Iteration 180F: 3 clusters Score -1.186706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -31820.373047 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -31820.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30976.001953 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -30976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31183.916016 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -31183.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31237.707031 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -31237.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31271.808594 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -31271.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31289.619141 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -31289.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -31300.226562 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -31300.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -31300.226562 Penalty: 1853.729370
	Iteration 6F: 3 clusters Score -31300.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -31834.029297 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -31834.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30891.210938 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -30891.21 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31162.109375 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -31162.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31298.396484 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -31298.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31389.818359 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -31389.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31432.185547 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -31432.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31452.212891 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -31452.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31461.328125 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -31461.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31488.214844 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -31488.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31495.593750 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -31495.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31496.605469 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -31496.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31496.605469 Penalty: 1963.855713
	Iteration 10F: 3 clusters Score -31496.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 81774 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 19 contains 42216 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61795 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 208 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 75358 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36481 members 
Mstep: Class 41 contains 89762 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 1900.803345 but Gain 2177.937500
Score: -85932792.000000 Penalty: 100184.984375
Iteration 119Q: 47 clusters Score -8.593279e+07 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 15433 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 11401 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 18069 members 
Mstep: Class 14 contains 82847 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 46711 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61894 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 222 members 
Mstep: Class 26 contains 9373 members 
Mstep: Class 27 contains 6310 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 13424 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 74321 members 
Mstep: Class 36 contains 327 members 
Mstep: Class 37 contains 6815 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 36188 members 
Mstep: Class 41 contains 89875 members 
Mstep: Class 42 contains 300 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 30259 members 
Mstep: Class 45 contains 45996 members 
Mstep: Class 46 contains 155 members 
Mstep: Class 47 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937752.000000 Penalty: 100184.984375
Iteration 120F: 47 clusters Score -8.593775e+07 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 15318 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 11417 members 
Mstep: Class 12 contains 46657 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 82760 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 21077 members 
Mstep: Class 19 contains 49023 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61927 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 9418 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 2249 members 
Mstep: Class 29 contains 13443 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 33 contains 481 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 71437 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 6738 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 35694 members 
Mstep: Class 41 contains 89202 members 
Mstep: Class 42 contains 301 members 
Mstep: Class 43 contains 557 members 
Mstep: Class 44 contains 32612 members 
Mstep: Class 45 contains 46500 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940448.000000 Penalty: 100184.984375
Iteration 121Q: 47 clusters Score -8.594045e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 15225 members 
Mstep: Class 6 contains 624 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 402 members 
Mstep: Class 11 contains 11437 members 
Mstep: Class 12 contains 46990 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 82644 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 21061 members 
Mstep: Class 19 contains 51280 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61928 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 9460 members 
Mstep: Class 27 contains 5262 members 
Mstep: Class 28 contains 2247 members 
Mstep: Class 29 contains 13453 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 33 contains 482 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 68556 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 6724 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 35304 members 
Mstep: Class 41 contains 88585 members 
Mstep: Class 42 contains 303 members 
Mstep: Class 43 contains 554 members 
Mstep: Class 44 contains 34184 members 
Mstep: Class 45 contains 46869 members 
Mstep: Class 46 contains 162 members 
Mstep: Class 47 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942304.000000 Penalty: 100184.984375
Iteration 122Q: 47 clusters Score -8.59423e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 15125 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 11453 members 
Mstep: Class 12 contains 47233 members 
Mstep: Class 13 contains 18007 members 
Mstep: Class 14 contains 82350 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 21064 members 
Mstep: Class 19 contains 53563 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61925 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 217 members 
Mstep: Class 26 contains 9531 members 
Mstep: Class 27 contains 4912 members 
Mstep: Class 28 contains 2245 members 
Mstep: Class 29 contains 13480 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 65760 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 6722 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 34906 members 
Mstep: Class 41 contains 88002 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 557 members 
Mstep: Class 44 contains 35869 members 
Mstep: Class 45 contains 47071 members 
Mstep: Class 46 contains 164 members 
Mstep: Class 47 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943536.000000 Penalty: 100184.984375
Iteration 123Q: 47 clusters Score -8.594354e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 15027 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 11472 members 
Mstep: Class 12 contains 47417 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 81952 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 21079 members 
Mstep: Class 19 contains 55832 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61961 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 217 members 
Mstep: Class 26 contains 9592 members 
Mstep: Class 27 contains 4600 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 13520 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 62884 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 34504 members 
Mstep: Class 41 contains 87522 members 
Mstep: Class 42 contains 306 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 37868 members 
Mstep: Class 45 contains 47015 members 
Mstep: Class 46 contains 165 members 
Mstep: Class 47 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945376.000000 Penalty: 100184.984375
Iteration 124Q: 47 clusters Score -8.594538e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7951 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 11495 members 
Mstep: Class 12 contains 47619 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 81524 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 21094 members 
Mstep: Class 19 contains 58010 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 61990 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 217 members 
Mstep: Class 26 contains 9662 members 
Mstep: Class 27 contains 4368 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 60126 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 6729 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1777 members 
Mstep: Class 40 contains 34118 members 
Mstep: Class 41 contains 87126 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 557 members 
Mstep: Class 44 contains 40046 members 
Mstep: Class 45 contains 46576 members 
Mstep: Class 46 contains 167 members 
Mstep: Class 47 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947056.000000 Penalty: 100184.984375
Iteration 125Q: 47 clusters Score -8.594706e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 14831 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 387 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 47788 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 81045 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 187 members 
Mstep: Class 18 contains 21075 members 
Mstep: Class 19 contains 60167 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62066 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 9731 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 13625 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 57561 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 6725 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1778 members 
Mstep: Class 40 contains 33732 members 
Mstep: Class 41 contains 86760 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 42413 members 
Mstep: Class 45 contains 45839 members 
Mstep: Class 46 contains 167 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948400.000000 Penalty: 100184.984375
Iteration 126Q: 47 clusters Score -8.59484e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 47860 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 80319 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 21073 members 
Mstep: Class 19 contains 62148 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62185 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 9807 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 13665 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 498 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 55461 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 33362 members 
Mstep: Class 41 contains 86385 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 44973 members 
Mstep: Class 45 contains 44840 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949872.000000 Penalty: 100184.984375
Iteration 127Q: 47 clusters Score -8.594987e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 14666 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 11534 members 
Mstep: Class 12 contains 47862 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 79636 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21054 members 
Mstep: Class 19 contains 64030 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62278 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 9888 members 
Mstep: Class 27 contains 3673 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 13674 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 53668 members 
Mstep: Class 36 contains 317 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 33037 members 
Mstep: Class 41 contains 85911 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 559 members 
Mstep: Class 44 contains 47680 members 
Mstep: Class 45 contains 43615 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950432.000000 Penalty: 100184.984375
Iteration 128Q: 47 clusters Score -8.595043e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 14646 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 11540 members 
Mstep: Class 12 contains 47593 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 78865 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 190 members 
Mstep: Class 18 contains 21047 members 
Mstep: Class 19 contains 65919 members 
Mstep: Class 20 contains 5126 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62325 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 220 members 
Mstep: Class 26 contains 9975 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 13688 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 52249 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 6760 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 32692 members 
Mstep: Class 41 contains 85398 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 50716 members 
Mstep: Class 45 contains 42081 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950944.000000 Penalty: 100184.984375
Iteration 129Q: 47 clusters Score -8.595094e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 46594 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 78071 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21037 members 
Mstep: Class 19 contains 67966 members 
Mstep: Class 20 contains 5126 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62382 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10062 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 13721 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 51379 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 32359 members 
Mstep: Class 41 contains 84868 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 559 members 
Mstep: Class 44 contains 54037 members 
Mstep: Class 45 contains 40244 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950824.000000 Penalty: 100184.984375
Iteration 130Q: 47 clusters Score -8.595082e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 45330 members 
Mstep: Class 13 contains 18002 members 
Mstep: Class 14 contains 77400 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21033 members 
Mstep: Class 19 contains 70086 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62416 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10132 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 13775 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 50887 members 
Mstep: Class 36 contains 313 members 
Mstep: Class 37 contains 6755 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 32060 members 
Mstep: Class 41 contains 84179 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 57468 members 
Mstep: Class 45 contains 38127 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949784.000000 Penalty: 100184.984375
Iteration 131Q: 47 clusters Score -8.594978e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 14591 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 44157 members 
Mstep: Class 13 contains 18001 members 
Mstep: Class 14 contains 76837 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21023 members 
Mstep: Class 19 contains 71811 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62470 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10200 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 13840 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 50754 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 31771 members 
Mstep: Class 41 contains 83490 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 60704 members 
Mstep: Class 45 contains 35940 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948504.000000 Penalty: 100184.984375
Iteration 132Q: 47 clusters Score -8.59485e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 42918 members 
Mstep: Class 13 contains 18029 members 
Mstep: Class 14 contains 76188 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21015 members 
Mstep: Class 19 contains 73123 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62517 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10271 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 13899 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 50681 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6713 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 31549 members 
Mstep: Class 41 contains 82865 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 64064 members 
Mstep: Class 45 contains 34004 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947328.000000 Penalty: 100184.984375
Iteration 133Q: 47 clusters Score -8.594733e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 14536 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11532 members 
Mstep: Class 12 contains 41933 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 75537 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 73791 members 
Mstep: Class 20 contains 5128 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62569 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 2866 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 13949 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 50822 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6685 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 31354 members 
Mstep: Class 41 contains 82210 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 67299 members 
Mstep: Class 45 contains 32405 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85946488.000000 Penalty: 100184.984375
Iteration 134Q: 47 clusters Score -8.594649e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11520 members 
Mstep: Class 12 contains 41297 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 14 contains 74816 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21025 members 
Mstep: Class 19 contains 73949 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62618 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10373 members 
Mstep: Class 27 contains 2791 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 14008 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16114 members 
Mstep: Class 35 contains 50992 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6651 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1785 members 
Mstep: Class 40 contains 31208 members 
Mstep: Class 41 contains 81593 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 70262 members 
Mstep: Class 45 contains 31148 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945832.000000 Penalty: 100184.984375
Iteration 135Q: 47 clusters Score -8.594583e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 41162 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 74025 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21038 members 
Mstep: Class 19 contains 73597 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62669 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10445 members 
Mstep: Class 27 contains 2757 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 14045 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16113 members 
Mstep: Class 35 contains 51044 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6612 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1787 members 
Mstep: Class 40 contains 31040 members 
Mstep: Class 41 contains 81010 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 73113 members 
Mstep: Class 45 contains 30144 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85945472.000000 Penalty: 100184.984375
Iteration 136Q: 47 clusters Score -8.594547e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11506 members 
Mstep: Class 12 contains 41423 members 
Mstep: Class 13 contains 18186 members 
Mstep: Class 14 contains 73267 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21052 members 
Mstep: Class 19 contains 72776 members 
Mstep: Class 20 contains 5128 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62688 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 2756 members 
Mstep: Class 28 contains 2216 members 
Mstep: Class 29 contains 14052 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16113 members 
Mstep: Class 35 contains 51101 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6578 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1790 members 
Mstep: Class 40 contains 30858 members 
Mstep: Class 41 contains 80534 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 75748 members 
Mstep: Class 45 contains 29287 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944976.000000 Penalty: 100184.984375
Iteration 137Q: 47 clusters Score -8.594498e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11506 members 
Mstep: Class 12 contains 42060 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 14 contains 72510 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21068 members 
Mstep: Class 19 contains 71704 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62726 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10615 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 14068 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16112 members 
Mstep: Class 35 contains 51037 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6548 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 1792 members 
Mstep: Class 40 contains 30671 members 
Mstep: Class 41 contains 80089 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 78242 members 
Mstep: Class 45 contains 28543 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944808.000000 Penalty: 100184.984375
Iteration 138Q: 47 clusters Score -8.594481e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 14481 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 12 contains 42920 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 71687 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21074 members 
Mstep: Class 19 contains 70305 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62765 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10686 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 2216 members 
Mstep: Class 29 contains 14088 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 51000 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6500 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 30515 members 
Mstep: Class 41 contains 79633 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 80764 members 
Mstep: Class 45 contains 27887 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944664.000000 Penalty: 100184.984375
Iteration 139Q: 47 clusters Score -8.594466e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 14498 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 11493 members 
Mstep: Class 12 contains 43884 members 
Mstep: Class 13 contains 18306 members 
Mstep: Class 14 contains 70995 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21076 members 
Mstep: Class 19 contains 68805 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62805 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10781 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 14101 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 51038 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6443 members 
Mstep: Class 38 contains 1338 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 30381 members 
Mstep: Class 41 contains 79292 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 560 members 
Mstep: Class 44 contains 82938 members 
Mstep: Class 45 contains 27231 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85946176.000000 Penalty: 100184.984375
Iteration 140F: 47 clusters Score -8.594618e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11491 members 
Mstep: Class 12 contains 44303 members 
Mstep: Class 13 contains 18364 members 
Mstep: Class 14 contains 70261 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 69808 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62854 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10881 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 14099 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 51179 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 30220 members 
Mstep: Class 41 contains 78831 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 85244 members 
Mstep: Class 45 contains 24514 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943344.000000 Penalty: 100184.984375
Iteration 141Q: 47 clusters Score -8.594334e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 14519 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 11494 members 
Mstep: Class 12 contains 44659 members 
Mstep: Class 13 contains 18424 members 
Mstep: Class 14 contains 69850 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 190 members 
Mstep: Class 18 contains 21115 members 
Mstep: Class 19 contains 70164 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 62946 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 10979 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 14107 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 51728 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 6316 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 30072 members 
Mstep: Class 41 contains 78502 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 87158 members 
Mstep: Class 45 contains 21940 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940744.000000 Penalty: 100184.984375
Iteration 142Q: 47 clusters Score -8.594074e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 14525 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11493 members 
Mstep: Class 12 contains 45174 members 
Mstep: Class 13 contains 18501 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21132 members 
Mstep: Class 19 contains 70051 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63041 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11084 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 14109 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 52431 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 6235 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29962 members 
Mstep: Class 41 contains 78352 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 88543 members 
Mstep: Class 45 contains 19733 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938976.000000 Penalty: 100184.984375
Iteration 143Q: 47 clusters Score -8.593898e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 14568 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11484 members 
Mstep: Class 12 contains 45714 members 
Mstep: Class 13 contains 18567 members 
Mstep: Class 14 contains 69409 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21136 members 
Mstep: Class 19 contains 69704 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63156 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11182 members 
Mstep: Class 27 contains 2854 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 14115 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 53135 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 6125 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29870 members 
Mstep: Class 41 contains 78295 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 89602 members 
Mstep: Class 45 contains 17840 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937792.000000 Penalty: 100184.984375
Iteration 144Q: 47 clusters Score -8.593779e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 14600 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11478 members 
Mstep: Class 12 contains 46246 members 
Mstep: Class 13 contains 18644 members 
Mstep: Class 14 contains 69312 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21134 members 
Mstep: Class 19 contains 69081 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63274 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11277 members 
Mstep: Class 27 contains 2848 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 14133 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 53776 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5969 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29763 members 
Mstep: Class 41 contains 78388 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 90546 members 
Mstep: Class 45 contains 16266 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936512.000000 Penalty: 100184.984375
Iteration 145Q: 47 clusters Score -8.593651e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8224 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11486 members 
Mstep: Class 12 contains 46622 members 
Mstep: Class 13 contains 18721 members 
Mstep: Class 14 contains 69258 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21140 members 
Mstep: Class 19 contains 68404 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63428 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11375 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 14155 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 54396 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5808 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29617 members 
Mstep: Class 41 contains 78487 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 91456 members 
Mstep: Class 45 contains 14910 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936008.000000 Penalty: 100184.984375
Iteration 146Q: 47 clusters Score -8.593601e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 14652 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11480 members 
Mstep: Class 12 contains 47198 members 
Mstep: Class 13 contains 18786 members 
Mstep: Class 14 contains 69143 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21158 members 
Mstep: Class 19 contains 67476 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63573 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11470 members 
Mstep: Class 27 contains 2787 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 14212 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 54980 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5665 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29460 members 
Mstep: Class 41 contains 78611 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 92438 members 
Mstep: Class 45 contains 13644 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934728.000000 Penalty: 100184.984375
Iteration 147Q: 47 clusters Score -8.593473e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11470 members 
Mstep: Class 12 contains 47809 members 
Mstep: Class 13 contains 18851 members 
Mstep: Class 14 contains 69054 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21152 members 
Mstep: Class 19 contains 66303 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63697 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11572 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 14291 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 55481 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5539 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29300 members 
Mstep: Class 41 contains 78700 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 93600 members 
Mstep: Class 45 contains 12507 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933568.000000 Penalty: 100184.984375
Iteration 148Q: 47 clusters Score -8.593357e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 14667 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11458 members 
Mstep: Class 12 contains 48620 members 
Mstep: Class 13 contains 18931 members 
Mstep: Class 14 contains 68899 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21155 members 
Mstep: Class 19 contains 64830 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63801 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11665 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 14390 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 55906 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5425 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29196 members 
Mstep: Class 41 contains 78818 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 94702 members 
Mstep: Class 45 contains 11545 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932376.000000 Penalty: 100184.984375
Iteration 149Q: 47 clusters Score -8.593238e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 14681 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11450 members 
Mstep: Class 12 contains 49410 members 
Mstep: Class 13 contains 19061 members 
Mstep: Class 14 contains 68666 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21136 members 
Mstep: Class 19 contains 63260 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 63917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11759 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 2250 members 
Mstep: Class 29 contains 14485 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 56207 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5292 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 29085 members 
Mstep: Class 41 contains 79012 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 95863 members 
Mstep: Class 45 contains 10786 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930712.000000 Penalty: 100184.984375
Iteration 150Q: 47 clusters Score -8.593071e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 14700 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11440 members 
Mstep: Class 12 contains 50043 members 
Mstep: Class 13 contains 19186 members 
Mstep: Class 14 contains 68441 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21132 members 
Mstep: Class 19 contains 61679 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64031 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 2513 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 14591 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 56520 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5176 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 28972 members 
Mstep: Class 41 contains 79247 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97117 members 
Mstep: Class 45 contains 10053 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929472.000000 Penalty: 100184.984375
Iteration 151Q: 47 clusters Score -8.592947e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8250 members 
Mstep: Class 5 contains 14715 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11441 members 
Mstep: Class 12 contains 50453 members 
Mstep: Class 13 contains 19351 members 
Mstep: Class 14 contains 68313 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21129 members 
Mstep: Class 19 contains 60268 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64126 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 11972 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 14694 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 56776 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5086 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 28837 members 
Mstep: Class 41 contains 79619 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98136 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927320.000000 Penalty: 100184.984375
Iteration 152Q: 47 clusters Score -8.592732e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11443 members 
Mstep: Class 12 contains 50843 members 
Mstep: Class 13 contains 19499 members 
Mstep: Class 14 contains 68299 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21139 members 
Mstep: Class 19 contains 58943 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64208 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12059 members 
Mstep: Class 27 contains 2239 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 14815 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 57067 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 5000 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 28691 members 
Mstep: Class 41 contains 80128 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98707 members 
Mstep: Class 45 contains 8832 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925776.000000 Penalty: 100184.984375
Iteration 153Q: 47 clusters Score -8.592578e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8265 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11438 members 
Mstep: Class 12 contains 51032 members 
Mstep: Class 13 contains 19622 members 
Mstep: Class 14 contains 68319 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21139 members 
Mstep: Class 19 contains 57998 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64255 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12152 members 
Mstep: Class 27 contains 2107 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 14967 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 57359 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4937 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 28550 members 
Mstep: Class 41 contains 80683 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98920 members 
Mstep: Class 45 contains 8383 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924912.000000 Penalty: 100184.984375
Iteration 154Q: 47 clusters Score -8.592491e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11433 members 
Mstep: Class 12 contains 51099 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 68343 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21133 members 
Mstep: Class 19 contains 57269 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64306 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12270 members 
Mstep: Class 27 contains 1976 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 57683 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4874 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 28406 members 
Mstep: Class 41 contains 81214 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98917 members 
Mstep: Class 45 contains 8022 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924208.000000 Penalty: 100184.984375
Iteration 155Q: 47 clusters Score -8.592421e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8292 members 
Mstep: Class 5 contains 14832 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 51128 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 68312 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21114 members 
Mstep: Class 19 contains 56734 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64401 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 15304 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58060 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4815 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 28268 members 
Mstep: Class 41 contains 81621 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98759 members 
Mstep: Class 45 contains 7731 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923968.000000 Penalty: 100184.984375
Iteration 156Q: 47 clusters Score -8.592397e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11429 members 
Mstep: Class 12 contains 51086 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 68224 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21100 members 
Mstep: Class 19 contains 56395 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64507 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12500 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 15507 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58399 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4756 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 28104 members 
Mstep: Class 41 contains 81920 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98605 members 
Mstep: Class 45 contains 7458 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923880.000000 Penalty: 100184.984375
Iteration 157Q: 47 clusters Score -8.592388e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 8332 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11441 members 
Mstep: Class 12 contains 51031 members 
Mstep: Class 13 contains 20087 members 
Mstep: Class 14 contains 68155 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21085 members 
Mstep: Class 19 contains 56208 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64628 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12626 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 15674 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58680 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4699 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27939 members 
Mstep: Class 41 contains 82183 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98352 members 
Mstep: Class 45 contains 7226 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923568.000000 Penalty: 100184.984375
Iteration 158Q: 47 clusters Score -8.592357e+07 nChanged 4885
Entering ConstructFrom: 
Score: -85923568.000000 Penalty: 100184.984375
Entering ConstructFrom: 
Trying to split cluster 1 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -99659.343750 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -99659.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98396.015625 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -98396.02 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98633.398438 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -98633.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98720.359375 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -98720.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98759.781250 Penalty: 2174.523682
	Iteration 3Q: 3 clusters Score -98759.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98783.125000 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -98783.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98795.468750 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -98795.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98804.437500 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -98804.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98814.257812 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -98814.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98820.328125 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -98820.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98829.218750 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -98829.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98840.898438 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -98840.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -98857.718750 Penalty: 2174.523682
	Iteration 11Q: 3 clusters Score -98857.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98885.015625 Penalty: 2174.523682
	Iteration 12Q: 3 clusters Score -98885.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -98910.062500 Penalty: 2174.523682
	Iteration 13Q: 3 clusters Score -98910.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -98928.531250 Penalty: 2174.523682
	Iteration 14Q: 3 clusters Score -98928.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -98949.578125 Penalty: 2174.523682
	Iteration 15Q: 3 clusters Score -98949.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -98965.460938 Penalty: 2174.523682
	Iteration 16Q: 3 clusters Score -98965.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98973.664062 Penalty: 2174.523682
	Iteration 17Q: 3 clusters Score -98973.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98976.296875 Penalty: 2174.523682
	Iteration 18Q: 3 clusters Score -98976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -98979.398438 Penalty: 2174.523682
	Iteration 19Q: 3 clusters Score -98979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -98982.398438 Penalty: 2174.523682
	Iteration 20F: 3 clusters Score -98982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98982.976562 Penalty: 2174.523682
	Iteration 21Q: 3 clusters Score -98982.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -98983.179688 Penalty: 2174.523682
	Iteration 22Q: 3 clusters Score -98983.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -98983.179688 Penalty: 2174.523682
	Iteration 23F: 3 clusters Score -98983.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -74650.367188 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -74650.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73545.007812 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -73545.01 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73806.507812 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -73806.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73908.382812 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -73908.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73958.320312 Penalty: 2093.825439
	Iteration 3Q: 3 clusters Score -73958.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74008.203125 Penalty: 2093.825439
	Iteration 4Q: 3 clusters Score -74008.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74065.382812 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -74065.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74107.921875 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -74107.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74159.976562 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -74159.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74195.000000 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -74195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74211.835938 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -74211.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74248.625000 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -74248.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74276.921875 Penalty: 2093.825439
	Iteration 11Q: 3 clusters Score -74276.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74307.570312 Penalty: 2093.825439
	Iteration 12Q: 3 clusters Score -74307.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74338.976562 Penalty: 2093.825439
	Iteration 13Q: 3 clusters Score -74338.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74370.562500 Penalty: 2093.825439
	Iteration 14Q: 3 clusters Score -74370.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74399.046875 Penalty: 2093.825439
	Iteration 15Q: 3 clusters Score -74399.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74443.039062 Penalty: 2093.825439
	Iteration 16Q: 3 clusters Score -74443.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74474.968750 Penalty: 2093.825439
	Iteration 17Q: 3 clusters Score -74474.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74502.867188 Penalty: 2093.825439
	Iteration 18Q: 3 clusters Score -74502.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74534.296875 Penalty: 2093.825439
	Iteration 19Q: 3 clusters Score -74534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74556.664062 Penalty: 2093.825439
	Iteration 20F: 3 clusters Score -74556.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74587.281250 Penalty: 2093.825439
	Iteration 21Q: 3 clusters Score -74587.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74605.656250 Penalty: 2093.825439
	Iteration 22Q: 3 clusters Score -74605.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74615.000000 Penalty: 2093.825439
	Iteration 23Q: 3 clusters Score -74615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74622.632812 Penalty: 2093.825439
	Iteration 24Q: 3 clusters Score -74622.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74629.578125 Penalty: 2093.825439
	Iteration 25Q: 3 clusters Score -74629.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74635.203125 Penalty: 2093.825439
	Iteration 26Q: 3 clusters Score -74635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74643.023438 Penalty: 2093.825439
	Iteration 27Q: 3 clusters Score -74643.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74646.765625 Penalty: 2093.825439
	Iteration 28Q: 3 clusters Score -74646.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74651.203125 Penalty: 2093.825439
	Iteration 29Q: 3 clusters Score -74651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74660.453125 Penalty: 2093.825439
	Iteration 30Q: 3 clusters Score -74660.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74675.468750 Penalty: 2093.825439
	Iteration 31Q: 3 clusters Score -74675.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74700.062500 Penalty: 2093.825439
	Iteration 32Q: 3 clusters Score -74700.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74701.421875 Penalty: 2093.825439
	Iteration 33Q: 3 clusters Score -74701.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74702.148438 Penalty: 2093.825439
	Iteration 34Q: 3 clusters Score -74702.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74703.531250 Penalty: 2093.825439
	Iteration 35F: 3 clusters Score -74703.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74710.742188 Penalty: 2093.825439
	Iteration 36Q: 3 clusters Score -74710.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74723.203125 Penalty: 2093.825439
	Iteration 37Q: 3 clusters Score -74723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74729.500000 Penalty: 2093.825439
	Iteration 38Q: 3 clusters Score -74729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74729.500000 Penalty: 2093.825439
	Iteration 39F: 3 clusters Score -74729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
Score: -85922904.000000 Penalty: 102362.921875
Splitting cluster 2 changes total score from -85923568.000000 to -85922904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -91727.210938 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -91727.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90448.031250 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -90448.03 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90671.242188 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -90671.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90749.679688 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -90749.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90788.515625 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -90788.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90813.445312 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -90813.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90839.039062 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -90839.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90856.773438 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -90856.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90876.359375 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -90876.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90897.296875 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -90897.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90930.718750 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -90930.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90963.187500 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -90963.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91012.726562 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -91012.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91072.773438 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -91072.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91155.289062 Penalty: 2160.919922
	Iteration 13Q: 3 clusters Score -91155.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91297.632812 Penalty: 2160.919922
	Iteration 14Q: 3 clusters Score -91297.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91439.171875 Penalty: 2160.919922
	Iteration 15Q: 3 clusters Score -91439.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91547.023438 Penalty: 2160.919922
	Iteration 16Q: 3 clusters Score -91547.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91633.593750 Penalty: 2160.919922
	Iteration 17Q: 3 clusters Score -91633.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91693.484375 Penalty: 2160.919922
	Iteration 18Q: 3 clusters Score -91693.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91739.203125 Penalty: 2160.919922
	Iteration 19Q: 3 clusters Score -91739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91769.203125 Penalty: 2160.919922
	Iteration 20F: 3 clusters Score -91769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91790.117188 Penalty: 2160.919922
	Iteration 21Q: 3 clusters Score -91790.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91807.835938 Penalty: 2160.919922
	Iteration 22Q: 3 clusters Score -91807.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91811.898438 Penalty: 2160.919922
	Iteration 23Q: 3 clusters Score -91811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91816.914062 Penalty: 2160.919922
	Iteration 24Q: 3 clusters Score -91816.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91820.039062 Penalty: 2160.919922
	Iteration 25Q: 3 clusters Score -91820.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91820.406250 Penalty: 2160.919922
	Iteration 26Q: 3 clusters Score -91820.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91820.406250 Penalty: 2160.919922
	Iteration 27F: 3 clusters Score -91820.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
Score: -85922976.000000 Penalty: 102362.921875
Splitting cluster 3 changes total score from -85923568.000000 to -85922976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -1021861.437500 Penalty: 1467.455566
	Iteration 0F: 2 clusters Score -1021861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1015777.000000 Penalty: 2934.911133
	Iteration 0F: 3 clusters Score -1015777 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1017954.125000 Penalty: 2934.911133
	Iteration 1F: 3 clusters Score -1017954 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1018482.562500 Penalty: 2934.911133
	Iteration 2F: 3 clusters Score -1018483 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1019038.250000 Penalty: 2934.911133
	Iteration 3F: 3 clusters Score -1019038 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1019561.062500 Penalty: 2934.911133
	Iteration 4F: 3 clusters Score -1019561 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1019974.562500 Penalty: 2934.911133
	Iteration 5F: 3 clusters Score -1019975 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1020271.937500 Penalty: 2934.911133
	Iteration 6F: 3 clusters Score -1020272 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1020498.625000 Penalty: 2934.911133
	Iteration 7Q: 3 clusters Score -1020499 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1020701.250000 Penalty: 2934.911133
	Iteration 8Q: 3 clusters Score -1020701 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1020923.062500 Penalty: 2934.911133
	Iteration 9Q: 3 clusters Score -1020923 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1021121.562500 Penalty: 2934.911133
	Iteration 10Q: 3 clusters Score -1021122 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1021296.187500 Penalty: 2934.911133
	Iteration 11Q: 3 clusters Score -1021296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1021393.125000 Penalty: 2934.911133
	Iteration 12Q: 3 clusters Score -1021393 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1021456.250000 Penalty: 2934.911133
	Iteration 13Q: 3 clusters Score -1021456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1021514.937500 Penalty: 2934.911133
	Iteration 14Q: 3 clusters Score -1021515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1021580.687500 Penalty: 2934.911133
	Iteration 15Q: 3 clusters Score -1021581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1021654.625000 Penalty: 2934.911133
	Iteration 16Q: 3 clusters Score -1021655 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1021725.437500 Penalty: 2934.911133
	Iteration 17Q: 3 clusters Score -1021725 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1021792.062500 Penalty: 2934.911133
	Iteration 18Q: 3 clusters Score -1021792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1021878.687500 Penalty: 2934.911133
	Iteration 19Q: 3 clusters Score -1021879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1021943.000000 Penalty: 2934.911133
	Iteration 20F: 3 clusters Score -1021943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1021995.500000 Penalty: 2934.911133
	Iteration 21Q: 3 clusters Score -1021996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1022026.000000 Penalty: 2934.911133
	Iteration 22Q: 3 clusters Score -1022026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1022057.312500 Penalty: 2934.911133
	Iteration 23Q: 3 clusters Score -1022057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1022073.625000 Penalty: 2934.911133
	Iteration 24Q: 3 clusters Score -1022074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1022081.375000 Penalty: 2934.911133
	Iteration 25Q: 3 clusters Score -1022081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1022090.562500 Penalty: 2934.911133
	Iteration 26Q: 3 clusters Score -1022091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1022100.250000 Penalty: 2934.911133
	Iteration 27Q: 3 clusters Score -1022100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1022117.437500 Penalty: 2934.911133
	Iteration 28Q: 3 clusters Score -1022117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1022129.187500 Penalty: 2934.911133
	Iteration 29Q: 3 clusters Score -1022129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1022138.125000 Penalty: 2934.911133
	Iteration 30Q: 3 clusters Score -1022138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1022148.375000 Penalty: 2934.911133
	Iteration 31Q: 3 clusters Score -1022148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1022158.125000 Penalty: 2934.911133
	Iteration 32Q: 3 clusters Score -1022158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1022171.687500 Penalty: 2934.911133
	Iteration 33Q: 3 clusters Score -1022172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1022183.562500 Penalty: 2934.911133
	Iteration 34Q: 3 clusters Score -1022184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1022193.750000 Penalty: 2934.911133
	Iteration 35Q: 3 clusters Score -1022194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1022198.312500 Penalty: 2934.911133
	Iteration 36Q: 3 clusters Score -1022198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1022208.000000 Penalty: 2934.911133
	Iteration 37Q: 3 clusters Score -1022208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1022216.125000 Penalty: 2934.911133
	Iteration 38Q: 3 clusters Score -1022216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1022229.875000 Penalty: 2934.911133
	Iteration 39Q: 3 clusters Score -1022230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1022238.875000 Penalty: 2934.911133
	Iteration 40F: 3 clusters Score -1022239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1022252.937500 Penalty: 2934.911133
	Iteration 41Q: 3 clusters Score -1022253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1022267.000000 Penalty: 2934.911133
	Iteration 42Q: 3 clusters Score -1022267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1022293.375000 Penalty: 2934.911133
	Iteration 43Q: 3 clusters Score -1022293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1022326.875000 Penalty: 2934.911133
	Iteration 44Q: 3 clusters Score -1022327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1022356.375000 Penalty: 2934.911133
	Iteration 45Q: 3 clusters Score -1022356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1022387.750000 Penalty: 2934.911133
	Iteration 46Q: 3 clusters Score -1022388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1022412.437500 Penalty: 2934.911133
	Iteration 47Q: 3 clusters Score -1022412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1022433.062500 Penalty: 2934.911133
	Iteration 48Q: 3 clusters Score -1022433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1022447.187500 Penalty: 2934.911133
	Iteration 49Q: 3 clusters Score -1022447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1022455.625000 Penalty: 2934.911133
	Iteration 50Q: 3 clusters Score -1022456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1022462.062500 Penalty: 2934.911133
	Iteration 51Q: 3 clusters Score -1022462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1022467.875000 Penalty: 2934.911133
	Iteration 52Q: 3 clusters Score -1022468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1022473.500000 Penalty: 2934.911133
	Iteration 53Q: 3 clusters Score -1022474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1022483.562500 Penalty: 2934.911133
	Iteration 54Q: 3 clusters Score -1022484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1022495.562500 Penalty: 2934.911133
	Iteration 55Q: 3 clusters Score -1022496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1022513.750000 Penalty: 2934.911133
	Iteration 56Q: 3 clusters Score -1022514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1022543.500000 Penalty: 2934.911133
	Iteration 57Q: 3 clusters Score -1022544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1022592.812500 Penalty: 2934.911133
	Iteration 58Q: 3 clusters Score -1022593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1022650.500000 Penalty: 2934.911133
	Iteration 59Q: 3 clusters Score -1022650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1022731.312500 Penalty: 2934.911133
	Iteration 60F: 3 clusters Score -1022731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1022803.375000 Penalty: 2934.911133
	Iteration 61Q: 3 clusters Score -1022803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1022829.875000 Penalty: 2934.911133
	Iteration 62Q: 3 clusters Score -1022830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1022836.250000 Penalty: 2934.911133
	Iteration 63Q: 3 clusters Score -1022836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1022840.375000 Penalty: 2934.911133
	Iteration 64Q: 3 clusters Score -1022840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1022841.125000 Penalty: 2934.911133
	Iteration 65Q: 3 clusters Score -1022841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1022841.312500 Penalty: 2934.911133
	Iteration 66Q: 3 clusters Score -1022841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1022841.125000 Penalty: 2934.911133
	Iteration 67Q: 3 clusters Score -1022841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1022841.125000 Penalty: 2934.911133
	Iteration 68Q: 3 clusters Score -1022841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1022841.812500 Penalty: 2934.911133
	Iteration 69Q: 3 clusters Score -1022842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1022841.812500 Penalty: 2934.911133
	Iteration 70F: 3 clusters Score -1022842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
Score: -85924392.000000 Penalty: 102362.921875
Splitting cluster 4 changes total score from -85923568.000000 to -85924392.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (14862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Entering Unmasked Estep 
Score: -1892950.375000 Penalty: 1561.066406
	Iteration 0F: 2 clusters Score -1892950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1882705.000000 Penalty: 3122.132812
	Iteration 0F: 3 clusters Score -1882705 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1886217.250000 Penalty: 3122.132812
	Iteration 1F: 3 clusters Score -1886217 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1886536.125000 Penalty: 3122.132812
	Iteration 2F: 3 clusters Score -1886536 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1886858.750000 Penalty: 3122.132812
	Iteration 3Q: 3 clusters Score -1886859 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1887146.000000 Penalty: 3122.132812
	Iteration 4Q: 3 clusters Score -1887146 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1887438.875000 Penalty: 3122.132812
	Iteration 5Q: 3 clusters Score -1887439 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1887786.875000 Penalty: 3122.132812
	Iteration 6Q: 3 clusters Score -1887787 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1888128.375000 Penalty: 3122.132812
	Iteration 7Q: 3 clusters Score -1888128 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1888497.125000 Penalty: 3122.132812
	Iteration 8Q: 3 clusters Score -1888497 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1888928.125000 Penalty: 3122.132812
	Iteration 9Q: 3 clusters Score -1888928 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1889410.625000 Penalty: 3122.132812
	Iteration 10Q: 3 clusters Score -1889411 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1889872.000000 Penalty: 3122.132812
	Iteration 11Q: 3 clusters Score -1889872 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1890233.125000 Penalty: 3122.132812
	Iteration 12Q: 3 clusters Score -1890233 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1890498.375000 Penalty: 3122.132812
	Iteration 13Q: 3 clusters Score -1890498 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1890721.500000 Penalty: 3122.132812
	Iteration 14Q: 3 clusters Score -1890722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1890895.250000 Penalty: 3122.132812
	Iteration 15Q: 3 clusters Score -1890895 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1891048.500000 Penalty: 3122.132812
	Iteration 16Q: 3 clusters Score -1891048 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1891182.500000 Penalty: 3122.132812
	Iteration 17Q: 3 clusters Score -1891182 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1891301.125000 Penalty: 3122.132812
	Iteration 18Q: 3 clusters Score -1891301 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1891414.125000 Penalty: 3122.132812
	Iteration 19Q: 3 clusters Score -1891414 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1891504.625000 Penalty: 3122.132812
	Iteration 20F: 3 clusters Score -1891505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1891575.250000 Penalty: 3122.132812
	Iteration 21Q: 3 clusters Score -1891575 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1891635.500000 Penalty: 3122.132812
	Iteration 22Q: 3 clusters Score -1891636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1891686.375000 Penalty: 3122.132812
	Iteration 23Q: 3 clusters Score -1891686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1891729.750000 Penalty: 3122.132812
	Iteration 24Q: 3 clusters Score -1891730 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1891777.000000 Penalty: 3122.132812
	Iteration 25Q: 3 clusters Score -1891777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1891802.625000 Penalty: 3122.132812
	Iteration 26Q: 3 clusters Score -1891803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1891830.750000 Penalty: 3122.132812
	Iteration 27Q: 3 clusters Score -1891831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1891852.500000 Penalty: 3122.132812
	Iteration 28Q: 3 clusters Score -1891852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1891866.375000 Penalty: 3122.132812
	Iteration 29Q: 3 clusters Score -1891866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1891879.750000 Penalty: 3122.132812
	Iteration 30Q: 3 clusters Score -1891880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1891887.625000 Penalty: 3122.132812
	Iteration 31Q: 3 clusters Score -1891888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1891897.125000 Penalty: 3122.132812
	Iteration 32Q: 3 clusters Score -1891897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1891899.875000 Penalty: 3122.132812
	Iteration 33Q: 3 clusters Score -1891900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1891912.000000 Penalty: 3122.132812
	Iteration 34Q: 3 clusters Score -1891912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1891921.625000 Penalty: 3122.132812
	Iteration 35Q: 3 clusters Score -1891922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1891925.750000 Penalty: 3122.132812
	Iteration 36Q: 3 clusters Score -1891926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1891931.375000 Penalty: 3122.132812
	Iteration 37Q: 3 clusters Score -1891931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1891948.625000 Penalty: 3122.132812
	Iteration 38Q: 3 clusters Score -1891949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1891955.875000 Penalty: 3122.132812
	Iteration 39Q: 3 clusters Score -1891956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1891967.000000 Penalty: 3122.132812
	Iteration 40F: 3 clusters Score -1891967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1891982.500000 Penalty: 3122.132812
	Iteration 41Q: 3 clusters Score -1891982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1892001.250000 Penalty: 3122.132812
	Iteration 42Q: 3 clusters Score -1892001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1892012.125000 Penalty: 3122.132812
	Iteration 43Q: 3 clusters Score -1892012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1892012.000000 Penalty: 3122.132812
	Iteration 44Q: 3 clusters Score -1892012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1892020.250000 Penalty: 3122.132812
	Iteration 45Q: 3 clusters Score -1892020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1892025.750000 Penalty: 3122.132812
	Iteration 46Q: 3 clusters Score -1892026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1892026.375000 Penalty: 3122.132812
	Iteration 47Q: 3 clusters Score -1892026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1892028.250000 Penalty: 3122.132812
	Iteration 48Q: 3 clusters Score -1892028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1892026.250000 Penalty: 3122.132812
	Iteration 49Q: 3 clusters Score -1892026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1892025.375000 Penalty: 3122.132812
	Iteration 50Q: 3 clusters Score -1892025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1892031.500000 Penalty: 3122.132812
	Iteration 51Q: 3 clusters Score -1892032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1892034.500000 Penalty: 3122.132812
	Iteration 52Q: 3 clusters Score -1892034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1892032.000000 Penalty: 3122.132812
	Iteration 53Q: 3 clusters Score -1892032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1892035.500000 Penalty: 3122.132812
	Iteration 54Q: 3 clusters Score -1892036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1892034.625000 Penalty: 3122.132812
	Iteration 55Q: 3 clusters Score -1892035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1892038.625000 Penalty: 3122.132812
	Iteration 56Q: 3 clusters Score -1892039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1892036.500000 Penalty: 3122.132812
	Iteration 57Q: 3 clusters Score -1892036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1892036.125000 Penalty: 3122.132812
	Iteration 58Q: 3 clusters Score -1892036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1892036.625000 Penalty: 3122.132812
	Iteration 59Q: 3 clusters Score -1892037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1892036.750000 Penalty: 3122.132812
	Iteration 60F: 3 clusters Score -1892037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1892037.750000 Penalty: 3122.132812
	Iteration 61Q: 3 clusters Score -1892038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1892036.750000 Penalty: 3122.132812
	Iteration 62Q: 3 clusters Score -1892037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1892038.875000 Penalty: 3122.132812
	Iteration 63Q: 3 clusters Score -1892039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1892038.875000 Penalty: 3122.132812
	Iteration 64F: 3 clusters Score -1892039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -72707.609375 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -72707.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71609.156250 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -71609.16 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71889.046875 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -71889.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71984.562500 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -71984.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72058.375000 Penalty: 2085.437988
	Iteration 3Q: 3 clusters Score -72058.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72123.242188 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -72123.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72160.531250 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -72160.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72186.960938 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -72186.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72201.367188 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -72201.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72212.234375 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -72212.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72221.398438 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -72221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72232.476562 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -72232.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72238.093750 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -72238.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72243.398438 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -72243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72243.585938 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -72243.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72243.585938 Penalty: 2085.437988
	Iteration 14F: 3 clusters Score -72243.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -57402.355469 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -57402.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56505.308594 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -56505.31 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56759.082031 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -56759.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56956.468750 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -56956.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57237.824219 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -57237.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57470.699219 Penalty: 1966.163452
	Iteration 4F: 3 clusters Score -57470.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57696.929688 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -57696.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57830.605469 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -57830.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57917.250000 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -57917.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57972.117188 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -57972.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57986.968750 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -57986.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57986.968750 Penalty: 1966.163452
	Iteration 10F: 3 clusters Score -57986.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 265 members 
Entering Unmasked Estep 
Score: -85923792.000000 Penalty: 104540.851562
Splitting cluster 7 changes total score from -85923568.000000 to -85923792.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44386.246094 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44386.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44615.945312 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44615.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44698.351562 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44698.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44728.445312 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -44728.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44737.304688 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44741.156250 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44741.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44747.718750 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44747.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44747.718750 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -44747.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -64809.191406 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -64809.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63668.171875 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -63668.17 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63970.468750 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -63970.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64155.304688 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -64155.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64255.324219 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -64255.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64313.007812 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -64313.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64371.210938 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -64371.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64461.714844 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -64461.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64515.585938 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -64515.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64565.027344 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -64565.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64605.218750 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -64605.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64615.390625 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -64615.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64624.500000 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -64624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64625.597656 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -64625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64625.597656 Penalty: 2091.227539
	Iteration 13F: 3 clusters Score -64625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16665.660156 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16665.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16920.085938 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -16920.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17059.146484 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17059.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17132.828125 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -17132.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17219.835938 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17219.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17369.199219 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17565.138672 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17565.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17635.863281 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17635.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17639.365234 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17639.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17670.396484 Penalty: 1934.804077
	Iteration 9F: 3 clusters Score -17670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17794.277344 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17794.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17823.083984 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17823.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17826.541016 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17826.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17826.541016 Penalty: 1934.804077
	Iteration 13F: 3 clusters Score -17826.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 257 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 265 members 
Mstep: Class 49 contains 128 members 
Entering Unmasked Estep 
Score: -85922984.000000 Penalty: 106718.789062
Splitting cluster 10 changes total score from -85923568.000000 to -85922984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -1467076.250000 Penalty: 1518.626831
	Iteration 0F: 2 clusters Score -1467076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1459025.625000 Penalty: 3037.253662
	Iteration 0F: 3 clusters Score -1459026 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1461698.625000 Penalty: 3037.253662
	Iteration 1F: 3 clusters Score -1461699 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1461982.125000 Penalty: 3037.253662
	Iteration 2F: 3 clusters Score -1461982 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1462200.125000 Penalty: 3037.253662
	Iteration 3Q: 3 clusters Score -1462200 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1462444.625000 Penalty: 3037.253662
	Iteration 4Q: 3 clusters Score -1462445 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1462703.000000 Penalty: 3037.253662
	Iteration 5Q: 3 clusters Score -1462703 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1463021.750000 Penalty: 3037.253662
	Iteration 6Q: 3 clusters Score -1463022 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1463405.250000 Penalty: 3037.253662
	Iteration 7Q: 3 clusters Score -1463405 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1463737.500000 Penalty: 3037.253662
	Iteration 8Q: 3 clusters Score -1463738 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1464032.875000 Penalty: 3037.253662
	Iteration 9Q: 3 clusters Score -1464033 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1464270.875000 Penalty: 3037.253662
	Iteration 10Q: 3 clusters Score -1464271 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1464457.250000 Penalty: 3037.253662
	Iteration 11Q: 3 clusters Score -1464457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1464595.250000 Penalty: 3037.253662
	Iteration 12Q: 3 clusters Score -1464595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1464693.750000 Penalty: 3037.253662
	Iteration 13Q: 3 clusters Score -1464694 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1464769.250000 Penalty: 3037.253662
	Iteration 14Q: 3 clusters Score -1464769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1464830.250000 Penalty: 3037.253662
	Iteration 15Q: 3 clusters Score -1464830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1464888.875000 Penalty: 3037.253662
	Iteration 16Q: 3 clusters Score -1464889 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1464954.375000 Penalty: 3037.253662
	Iteration 17Q: 3 clusters Score -1464954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1465029.250000 Penalty: 3037.253662
	Iteration 18Q: 3 clusters Score -1465029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1465109.125000 Penalty: 3037.253662
	Iteration 19Q: 3 clusters Score -1465109 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1465194.625000 Penalty: 3037.253662
	Iteration 20F: 3 clusters Score -1465195 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1465281.375000 Penalty: 3037.253662
	Iteration 21Q: 3 clusters Score -1465281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1465375.625000 Penalty: 3037.253662
	Iteration 22Q: 3 clusters Score -1465376 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1465498.000000 Penalty: 3037.253662
	Iteration 23Q: 3 clusters Score -1465498 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1465623.375000 Penalty: 3037.253662
	Iteration 24Q: 3 clusters Score -1465623 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1465746.500000 Penalty: 3037.253662
	Iteration 25Q: 3 clusters Score -1465746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1465859.375000 Penalty: 3037.253662
	Iteration 26Q: 3 clusters Score -1465859 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1465938.750000 Penalty: 3037.253662
	Iteration 27Q: 3 clusters Score -1465939 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1466001.125000 Penalty: 3037.253662
	Iteration 28Q: 3 clusters Score -1466001 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1466039.250000 Penalty: 3037.253662
	Iteration 29Q: 3 clusters Score -1466039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1466067.375000 Penalty: 3037.253662
	Iteration 30Q: 3 clusters Score -1466067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1466084.750000 Penalty: 3037.253662
	Iteration 31Q: 3 clusters Score -1466085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1466098.625000 Penalty: 3037.253662
	Iteration 32Q: 3 clusters Score -1466099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1466106.375000 Penalty: 3037.253662
	Iteration 33Q: 3 clusters Score -1466106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1466115.125000 Penalty: 3037.253662
	Iteration 34Q: 3 clusters Score -1466115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1466126.500000 Penalty: 3037.253662
	Iteration 35Q: 3 clusters Score -1466126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1466133.750000 Penalty: 3037.253662
	Iteration 36Q: 3 clusters Score -1466134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1466141.875000 Penalty: 3037.253662
	Iteration 37Q: 3 clusters Score -1466142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1466142.625000 Penalty: 3037.253662
	Iteration 38Q: 3 clusters Score -1466143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1466148.000000 Penalty: 3037.253662
	Iteration 39Q: 3 clusters Score -1466148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1466158.125000 Penalty: 3037.253662
	Iteration 40F: 3 clusters Score -1466158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1466164.875000 Penalty: 3037.253662
	Iteration 41Q: 3 clusters Score -1466165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1466171.125000 Penalty: 3037.253662
	Iteration 42Q: 3 clusters Score -1466171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1466176.875000 Penalty: 3037.253662
	Iteration 43Q: 3 clusters Score -1466177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1466179.250000 Penalty: 3037.253662
	Iteration 44Q: 3 clusters Score -1466179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1466183.875000 Penalty: 3037.253662
	Iteration 45Q: 3 clusters Score -1466184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1466186.875000 Penalty: 3037.253662
	Iteration 46Q: 3 clusters Score -1466187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1466190.000000 Penalty: 3037.253662
	Iteration 47Q: 3 clusters Score -1466190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1466193.000000 Penalty: 3037.253662
	Iteration 48Q: 3 clusters Score -1466193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1466200.875000 Penalty: 3037.253662
	Iteration 49Q: 3 clusters Score -1466201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1466198.375000 Penalty: 3037.253662
	Iteration 50Q: 3 clusters Score -1466198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1466206.750000 Penalty: 3037.253662
	Iteration 51Q: 3 clusters Score -1466207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1466208.750000 Penalty: 3037.253662
	Iteration 52Q: 3 clusters Score -1466209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1466213.000000 Penalty: 3037.253662
	Iteration 53Q: 3 clusters Score -1466213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1466217.875000 Penalty: 3037.253662
	Iteration 54Q: 3 clusters Score -1466218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1466223.250000 Penalty: 3037.253662
	Iteration 55Q: 3 clusters Score -1466223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1466230.250000 Penalty: 3037.253662
	Iteration 56Q: 3 clusters Score -1466230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1466231.250000 Penalty: 3037.253662
	Iteration 57Q: 3 clusters Score -1466231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1466233.375000 Penalty: 3037.253662
	Iteration 58Q: 3 clusters Score -1466233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1466233.625000 Penalty: 3037.253662
	Iteration 59Q: 3 clusters Score -1466234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1466241.375000 Penalty: 3037.253662
	Iteration 60F: 3 clusters Score -1466241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1466245.625000 Penalty: 3037.253662
	Iteration 61Q: 3 clusters Score -1466246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1466248.500000 Penalty: 3037.253662
	Iteration 62Q: 3 clusters Score -1466248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1466246.750000 Penalty: 3037.253662
	Iteration 63Q: 3 clusters Score -1466247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1466252.250000 Penalty: 3037.253662
	Iteration 64Q: 3 clusters Score -1466252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1466253.250000 Penalty: 3037.253662
	Iteration 65Q: 3 clusters Score -1466253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1466253.375000 Penalty: 3037.253662
	Iteration 66Q: 3 clusters Score -1466253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1466249.000000 Penalty: 3037.253662
	Iteration 67Q: 3 clusters Score -1466249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1466253.000000 Penalty: 3037.253662
	Iteration 68Q: 3 clusters Score -1466253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1466254.250000 Penalty: 3037.253662
	Iteration 69Q: 3 clusters Score -1466254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1466253.500000 Penalty: 3037.253662
	Iteration 70Q: 3 clusters Score -1466254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1466253.500000 Penalty: 3037.253662
	Iteration 71F: 3 clusters Score -1466254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Entering Unmasked Estep 
Score: -6780374.500000 Penalty: 1761.371338
	Iteration 0F: 2 clusters Score -6780374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6747695.000000 Penalty: 3522.742676
	Iteration 0F: 3 clusters Score -6747695 nChanged 23924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6761366.000000 Penalty: 3522.742676
	Iteration 1F: 3 clusters Score -6761366 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6762252.000000 Penalty: 3522.742676
	Iteration 2Q: 3 clusters Score -6762252 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6763683.000000 Penalty: 3522.742676
	Iteration 3F: 3 clusters Score -6763683 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6765899.000000 Penalty: 3522.742676
	Iteration 4F: 3 clusters Score -6765899 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -6769084.500000 Penalty: 3522.742676
	Iteration 5F: 3 clusters Score -6769084 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -6773006.500000 Penalty: 3522.742676
	Iteration 6F: 3 clusters Score -6773006 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -6776288.500000 Penalty: 3522.742676
	Iteration 7F: 3 clusters Score -6776288 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -6777572.500000 Penalty: 3522.742676
	Iteration 8Q: 3 clusters Score -6777572 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -6778034.500000 Penalty: 3522.742676
	Iteration 9Q: 3 clusters Score -6778034 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6778282.500000 Penalty: 3522.742676
	Iteration 10Q: 3 clusters Score -6778282 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6778431.000000 Penalty: 3522.742676
	Iteration 11Q: 3 clusters Score -6778431 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6778553.500000 Penalty: 3522.742676
	Iteration 12Q: 3 clusters Score -6778554 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -6778618.500000 Penalty: 3522.742676
	Iteration 13Q: 3 clusters Score -6778618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6778650.500000 Penalty: 3522.742676
	Iteration 14Q: 3 clusters Score -6778650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6778721.000000 Penalty: 3522.742676
	Iteration 15Q: 3 clusters Score -6778721 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -6778740.000000 Penalty: 3522.742676
	Iteration 16Q: 3 clusters Score -6778740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -6778750.000000 Penalty: 3522.742676
	Iteration 17Q: 3 clusters Score -6778750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -6778775.500000 Penalty: 3522.742676
	Iteration 18Q: 3 clusters Score -6778776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6778779.500000 Penalty: 3522.742676
	Iteration 19Q: 3 clusters Score -6778780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6778783.000000 Penalty: 3522.742676
	Iteration 20F: 3 clusters Score -6778783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6778776.000000 Penalty: 3522.742676
	Iteration 21Q: 3 clusters Score -6778776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6778782.500000 Penalty: 3522.742676
	Iteration 22Q: 3 clusters Score -6778782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -6778773.000000 Penalty: 3522.742676
	Iteration 23Q: 3 clusters Score -6778773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6778778.500000 Penalty: 3522.742676
	Iteration 24Q: 3 clusters Score -6778778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6778787.000000 Penalty: 3522.742676
	Iteration 25Q: 3 clusters Score -6778787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6778786.000000 Penalty: 3522.742676
	Iteration 26Q: 3 clusters Score -6778786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6778790.000000 Penalty: 3522.742676
	Iteration 27Q: 3 clusters Score -6778790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6778787.500000 Penalty: 3522.742676
	Iteration 28Q: 3 clusters Score -6778788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -6778783.000000 Penalty: 3522.742676
	Iteration 29Q: 3 clusters Score -6778783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6778789.500000 Penalty: 3522.742676
	Iteration 30Q: 3 clusters Score -6778790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6778784.000000 Penalty: 3522.742676
	Iteration 31Q: 3 clusters Score -6778784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6778777.000000 Penalty: 3522.742676
	Iteration 32Q: 3 clusters Score -6778777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -6778782.500000 Penalty: 3522.742676
	Iteration 33Q: 3 clusters Score -6778782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6778787.000000 Penalty: 3522.742676
	Iteration 34Q: 3 clusters Score -6778787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6778784.000000 Penalty: 3522.742676
	Iteration 35Q: 3 clusters Score -6778784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6778784.000000 Penalty: 3522.742676
	Iteration 36F: 3 clusters Score -6778784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Entering Unmasked Estep 
Score: -2631949.750000 Penalty: 1611.046265
	Iteration 0F: 2 clusters Score -2631950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2618218.750000 Penalty: 3222.092529
	Iteration 0F: 3 clusters Score -2618219 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2623085.750000 Penalty: 3222.092529
	Iteration 1F: 3 clusters Score -2623086 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2623369.750000 Penalty: 3222.092529
	Iteration 2Q: 3 clusters Score -2623370 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2623615.250000 Penalty: 3222.092529
	Iteration 3Q: 3 clusters Score -2623615 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2623861.500000 Penalty: 3222.092529
	Iteration 4Q: 3 clusters Score -2623862 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2624080.750000 Penalty: 3222.092529
	Iteration 5Q: 3 clusters Score -2624081 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2624296.000000 Penalty: 3222.092529
	Iteration 6Q: 3 clusters Score -2624296 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2624512.250000 Penalty: 3222.092529
	Iteration 7Q: 3 clusters Score -2624512 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2624735.250000 Penalty: 3222.092529
	Iteration 8Q: 3 clusters Score -2624735 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2624988.750000 Penalty: 3222.092529
	Iteration 9Q: 3 clusters Score -2624989 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2625275.750000 Penalty: 3222.092529
	Iteration 10Q: 3 clusters Score -2625276 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2625605.000000 Penalty: 3222.092529
	Iteration 11Q: 3 clusters Score -2625605 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2626021.750000 Penalty: 3222.092529
	Iteration 12Q: 3 clusters Score -2626022 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2626555.500000 Penalty: 3222.092529
	Iteration 13Q: 3 clusters Score -2626556 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2627143.250000 Penalty: 3222.092529
	Iteration 14Q: 3 clusters Score -2627143 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2627742.750000 Penalty: 3222.092529
	Iteration 15Q: 3 clusters Score -2627743 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2628326.250000 Penalty: 3222.092529
	Iteration 16Q: 3 clusters Score -2628326 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2628838.000000 Penalty: 3222.092529
	Iteration 17Q: 3 clusters Score -2628838 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2629278.000000 Penalty: 3222.092529
	Iteration 18Q: 3 clusters Score -2629278 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2629734.250000 Penalty: 3222.092529
	Iteration 19Q: 3 clusters Score -2629734 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2630068.000000 Penalty: 3222.092529
	Iteration 20F: 3 clusters Score -2630068 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2630325.500000 Penalty: 3222.092529
	Iteration 21Q: 3 clusters Score -2630326 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2630501.750000 Penalty: 3222.092529
	Iteration 22Q: 3 clusters Score -2630502 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2630593.000000 Penalty: 3222.092529
	Iteration 23Q: 3 clusters Score -2630593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2630659.750000 Penalty: 3222.092529
	Iteration 24Q: 3 clusters Score -2630660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2630701.250000 Penalty: 3222.092529
	Iteration 25Q: 3 clusters Score -2630701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2630730.250000 Penalty: 3222.092529
	Iteration 26Q: 3 clusters Score -2630730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2630756.000000 Penalty: 3222.092529
	Iteration 27Q: 3 clusters Score -2630756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2630766.250000 Penalty: 3222.092529
	Iteration 28Q: 3 clusters Score -2630766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2630779.750000 Penalty: 3222.092529
	Iteration 29Q: 3 clusters Score -2630780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2630779.000000 Penalty: 3222.092529
	Iteration 30Q: 3 clusters Score -2630779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2630786.500000 Penalty: 3222.092529
	Iteration 31Q: 3 clusters Score -2630786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2630789.750000 Penalty: 3222.092529
	Iteration 32Q: 3 clusters Score -2630790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 3222.092529
	Iteration 33Q: 3 clusters Score -2630791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2630791.750000 Penalty: 3222.092529
	Iteration 34Q: 3 clusters Score -2630792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2630794.000000 Penalty: 3222.092529
	Iteration 35Q: 3 clusters Score -2630794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 3222.092529
	Iteration 36Q: 3 clusters Score -2630791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 3222.092529
	Iteration 37Q: 3 clusters Score -2630791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 3222.092529
	Iteration 38Q: 3 clusters Score -2630791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2630795.000000 Penalty: 3222.092529
	Iteration 39Q: 3 clusters Score -2630795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2630794.750000 Penalty: 3222.092529
	Iteration 40F: 3 clusters Score -2630795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2630795.000000 Penalty: 3222.092529
	Iteration 41Q: 3 clusters Score -2630795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2630795.000000 Penalty: 3222.092529
	Iteration 42F: 3 clusters Score -2630795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Entering Unmasked Estep 
Score: -9036225.000000 Penalty: 1808.232788
	Iteration 0F: 2 clusters Score -9036225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8992742.000000 Penalty: 3616.465576
	Iteration 0F: 3 clusters Score -8992742 nChanged 32061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -9010957.000000 Penalty: 3616.465576
	Iteration 1F: 3 clusters Score -9010957 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -9011798.000000 Penalty: 3616.465576
	Iteration 2Q: 3 clusters Score -9011798 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -9012841.000000 Penalty: 3616.465576
	Iteration 3Q: 3 clusters Score -9012841 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -9014591.000000 Penalty: 3616.465576
	Iteration 4Q: 3 clusters Score -9014591 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -9017102.000000 Penalty: 3616.465576
	Iteration 5F: 3 clusters Score -9017102 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9020298.000000 Penalty: 3616.465576
	Iteration 6F: 3 clusters Score -9020298 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -9023950.000000 Penalty: 3616.465576
	Iteration 7F: 3 clusters Score -9023950 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -9026861.000000 Penalty: 3616.465576
	Iteration 8F: 3 clusters Score -9026861 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -9028359.000000 Penalty: 3616.465576
	Iteration 9Q: 3 clusters Score -9028359 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -9029057.000000 Penalty: 3616.465576
	Iteration 10Q: 3 clusters Score -9029057 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9029505.000000 Penalty: 3616.465576
	Iteration 11Q: 3 clusters Score -9029505 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9029904.000000 Penalty: 3616.465576
	Iteration 12Q: 3 clusters Score -9029904 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9030215.000000 Penalty: 3616.465576
	Iteration 13Q: 3 clusters Score -9030215 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -9030546.000000 Penalty: 3616.465576
	Iteration 14Q: 3 clusters Score -9030546 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -9030790.000000 Penalty: 3616.465576
	Iteration 15Q: 3 clusters Score -9030790 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -9031085.000000 Penalty: 3616.465576
	Iteration 16Q: 3 clusters Score -9031085 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -9031298.000000 Penalty: 3616.465576
	Iteration 17Q: 3 clusters Score -9031298 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -9031523.000000 Penalty: 3616.465576
	Iteration 18Q: 3 clusters Score -9031523 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -9031713.000000 Penalty: 3616.465576
	Iteration 19Q: 3 clusters Score -9031713 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -9031918.000000 Penalty: 3616.465576
	Iteration 20F: 3 clusters Score -9031918 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -9032044.000000 Penalty: 3616.465576
	Iteration 21Q: 3 clusters Score -9032044 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -9032108.000000 Penalty: 3616.465576
	Iteration 22Q: 3 clusters Score -9032108 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -9032187.000000 Penalty: 3616.465576
	Iteration 23Q: 3 clusters Score -9032187 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -9032211.000000 Penalty: 3616.465576
	Iteration 24Q: 3 clusters Score -9032211 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -9032232.000000 Penalty: 3616.465576
	Iteration 25Q: 3 clusters Score -9032232 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9032187.000000 Penalty: 3616.465576
	Iteration 26Q: 3 clusters Score -9032187 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -9032191.000000 Penalty: 3616.465576
	Iteration 27Q: 3 clusters Score -9032191 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -9032202.000000 Penalty: 3616.465576
	Iteration 28Q: 3 clusters Score -9032202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -9032218.000000 Penalty: 3616.465576
	Iteration 29Q: 3 clusters Score -9032218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -9032190.000000 Penalty: 3616.465576
	Iteration 30Q: 3 clusters Score -9032190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -9032220.000000 Penalty: 3616.465576
	Iteration 31Q: 3 clusters Score -9032220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -9032219.000000 Penalty: 3616.465576
	Iteration 32Q: 3 clusters Score -9032219 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -9032244.000000 Penalty: 3616.465576
	Iteration 33Q: 3 clusters Score -9032244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -9032248.000000 Penalty: 3616.465576
	Iteration 34Q: 3 clusters Score -9032248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -9032250.000000 Penalty: 3616.465576
	Iteration 35Q: 3 clusters Score -9032250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -9032256.000000 Penalty: 3616.465576
	Iteration 36Q: 3 clusters Score -9032256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -9032252.000000 Penalty: 3616.465576
	Iteration 37Q: 3 clusters Score -9032252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -9032244.000000 Penalty: 3616.465576
	Iteration 38Q: 3 clusters Score -9032244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -9032262.000000 Penalty: 3616.465576
	Iteration 39Q: 3 clusters Score -9032262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -9032259.000000 Penalty: 3616.465576
	Iteration 40F: 3 clusters Score -9032259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9032242.000000 Penalty: 3616.465576
	Iteration 41Q: 3 clusters Score -9032242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -9032256.000000 Penalty: 3616.465576
	Iteration 42Q: 3 clusters Score -9032256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -9032273.000000 Penalty: 3616.465576
	Iteration 43Q: 3 clusters Score -9032273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -9032282.000000 Penalty: 3616.465576
	Iteration 44Q: 3 clusters Score -9032282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -9032277.000000 Penalty: 3616.465576
	Iteration 45Q: 3 clusters Score -9032277 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -9032270.000000 Penalty: 3616.465576
	Iteration 46Q: 3 clusters Score -9032270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -9032261.000000 Penalty: 3616.465576
	Iteration 47Q: 3 clusters Score -9032261 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -9032241.000000 Penalty: 3616.465576
	Iteration 48Q: 3 clusters Score -9032241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -9032240.000000 Penalty: 3616.465576
	Iteration 49Q: 3 clusters Score -9032240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -9032213.000000 Penalty: 3616.465576
	Iteration 50Q: 3 clusters Score -9032213 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -9032224.000000 Penalty: 3616.465576
	Iteration 51Q: 3 clusters Score -9032224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -9032255.000000 Penalty: 3616.465576
	Iteration 52Q: 3 clusters Score -9032255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -9032228.000000 Penalty: 3616.465576
	Iteration 53Q: 3 clusters Score -9032228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -9032209.000000 Penalty: 3616.465576
	Iteration 54Q: 3 clusters Score -9032209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -9032222.000000 Penalty: 3616.465576
	Iteration 55Q: 3 clusters Score -9032222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -9032230.000000 Penalty: 3616.465576
	Iteration 56Q: 3 clusters Score -9032230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -9032241.000000 Penalty: 3616.465576
	Iteration 57Q: 3 clusters Score -9032241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -9032231.000000 Penalty: 3616.465576
	Iteration 58Q: 3 clusters Score -9032231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9032262.000000 Penalty: 3616.465576
	Iteration 59Q: 3 clusters Score -9032262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -9032266.000000 Penalty: 3616.465576
	Iteration 60F: 3 clusters Score -9032266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9032252.000000 Penalty: 3616.465576
	Iteration 61Q: 3 clusters Score -9032252 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -9032281.000000 Penalty: 3616.465576
	Iteration 62Q: 3 clusters Score -9032281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -9032284.000000 Penalty: 3616.465576
	Iteration 63Q: 3 clusters Score -9032284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -9032310.000000 Penalty: 3616.465576
	Iteration 64Q: 3 clusters Score -9032310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -9032334.000000 Penalty: 3616.465576
	Iteration 65Q: 3 clusters Score -9032334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -9032316.000000 Penalty: 3616.465576
	Iteration 66Q: 3 clusters Score -9032316 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -9032353.000000 Penalty: 3616.465576
	Iteration 67Q: 3 clusters Score -9032353 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -9032341.000000 Penalty: 3616.465576
	Iteration 68Q: 3 clusters Score -9032341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -9032371.000000 Penalty: 3616.465576
	Iteration 69Q: 3 clusters Score -9032371 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -9032352.000000 Penalty: 3616.465576
	Iteration 70Q: 3 clusters Score -9032352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -9032329.000000 Penalty: 3616.465576
	Iteration 71Q: 3 clusters Score -9032329 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -9032367.000000 Penalty: 3616.465576
	Iteration 72Q: 3 clusters Score -9032367 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -9032364.000000 Penalty: 3616.465576
	Iteration 73Q: 3 clusters Score -9032364 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9032360.000000 Penalty: 3616.465576
	Iteration 74Q: 3 clusters Score -9032360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -9032360.000000 Penalty: 3616.465576
	Iteration 75Q: 3 clusters Score -9032360 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -9032353.000000 Penalty: 3616.465576
	Iteration 76Q: 3 clusters Score -9032353 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -9032336.000000 Penalty: 3616.465576
	Iteration 77Q: 3 clusters Score -9032336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -9032322.000000 Penalty: 3616.465576
	Iteration 78Q: 3 clusters Score -9032322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -9032316.000000 Penalty: 3616.465576
	Iteration 79Q: 3 clusters Score -9032316 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -9032322.000000 Penalty: 3616.465576
	Iteration 80F: 3 clusters Score -9032322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -9032313.000000 Penalty: 3616.465576
	Iteration 81Q: 3 clusters Score -9032313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -9032319.000000 Penalty: 3616.465576
	Iteration 82Q: 3 clusters Score -9032319 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -9032336.000000 Penalty: 3616.465576
	Iteration 83Q: 3 clusters Score -9032336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -9032343.000000 Penalty: 3616.465576
	Iteration 84Q: 3 clusters Score -9032343 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -9032362.000000 Penalty: 3616.465576
	Iteration 85Q: 3 clusters Score -9032362 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -9032365.000000 Penalty: 3616.465576
	Iteration 86Q: 3 clusters Score -9032365 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -9032349.000000 Penalty: 3616.465576
	Iteration 87Q: 3 clusters Score -9032349 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -9032352.000000 Penalty: 3616.465576
	Iteration 88Q: 3 clusters Score -9032352 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -9032362.000000 Penalty: 3616.465576
	Iteration 89Q: 3 clusters Score -9032362 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -9032377.000000 Penalty: 3616.465576
	Iteration 90Q: 3 clusters Score -9032377 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -9032356.000000 Penalty: 3616.465576
	Iteration 91Q: 3 clusters Score -9032356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -9032347.000000 Penalty: 3616.465576
	Iteration 92Q: 3 clusters Score -9032347 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9032338.000000 Penalty: 3616.465576
	Iteration 93Q: 3 clusters Score -9032338 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -9032326.000000 Penalty: 3616.465576
	Iteration 94Q: 3 clusters Score -9032326 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -9032316.000000 Penalty: 3616.465576
	Iteration 95Q: 3 clusters Score -9032316 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -9032310.000000 Penalty: 3616.465576
	Iteration 96Q: 3 clusters Score -9032310 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -9032349.000000 Penalty: 3616.465576
	Iteration 97Q: 3 clusters Score -9032349 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -9032353.000000 Penalty: 3616.465576
	Iteration 98Q: 3 clusters Score -9032353 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -9032339.000000 Penalty: 3616.465576
	Iteration 99Q: 3 clusters Score -9032339 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -9032330.000000 Penalty: 3616.465576
	Iteration 100F: 3 clusters Score -9032330 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -9032353.000000 Penalty: 3616.465576
	Iteration 101Q: 3 clusters Score -9032353 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -9032363.000000 Penalty: 3616.465576
	Iteration 102Q: 3 clusters Score -9032363 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -9032376.000000 Penalty: 3616.465576
	Iteration 103Q: 3 clusters Score -9032376 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -9032406.000000 Penalty: 3616.465576
	Iteration 104Q: 3 clusters Score -9032406 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -9032400.000000 Penalty: 3616.465576
	Iteration 105Q: 3 clusters Score -9032400 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -9032413.000000 Penalty: 3616.465576
	Iteration 106Q: 3 clusters Score -9032413 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -9032382.000000 Penalty: 3616.465576
	Iteration 107Q: 3 clusters Score -9032382 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -9032373.000000 Penalty: 3616.465576
	Iteration 108Q: 3 clusters Score -9032373 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -9032381.000000 Penalty: 3616.465576
	Iteration 109Q: 3 clusters Score -9032381 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -9032440.000000 Penalty: 3616.465576
	Iteration 110Q: 3 clusters Score -9032440 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -9032482.000000 Penalty: 3616.465576
	Iteration 111Q: 3 clusters Score -9032482 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -9032517.000000 Penalty: 3616.465576
	Iteration 112Q: 3 clusters Score -9032517 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -9032586.000000 Penalty: 3616.465576
	Iteration 113Q: 3 clusters Score -9032586 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -9032634.000000 Penalty: 3616.465576
	Iteration 114Q: 3 clusters Score -9032634 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -9032662.000000 Penalty: 3616.465576
	Iteration 115Q: 3 clusters Score -9032662 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -9032745.000000 Penalty: 3616.465576
	Iteration 116Q: 3 clusters Score -9032745 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -9032812.000000 Penalty: 3616.465576
	Iteration 117Q: 3 clusters Score -9032812 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9032906.000000 Penalty: 3616.465576
	Iteration 118Q: 3 clusters Score -9032906 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9032967.000000 Penalty: 3616.465576
	Iteration 119Q: 3 clusters Score -9032967 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -9033080.000000 Penalty: 3616.465576
	Iteration 120F: 3 clusters Score -9033080 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -9033166.000000 Penalty: 3616.465576
	Iteration 121Q: 3 clusters Score -9033166 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -9033198.000000 Penalty: 3616.465576
	Iteration 122Q: 3 clusters Score -9033198 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -9033238.000000 Penalty: 3616.465576
	Iteration 123Q: 3 clusters Score -9033238 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -9033317.000000 Penalty: 3616.465576
	Iteration 124Q: 3 clusters Score -9033317 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -9033417.000000 Penalty: 3616.465576
	Iteration 125Q: 3 clusters Score -9033417 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -9033519.000000 Penalty: 3616.465576
	Iteration 126Q: 3 clusters Score -9033519 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -9033578.000000 Penalty: 3616.465576
	Iteration 127Q: 3 clusters Score -9033578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -9033649.000000 Penalty: 3616.465576
	Iteration 128Q: 3 clusters Score -9033649 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -9033702.000000 Penalty: 3616.465576
	Iteration 129Q: 3 clusters Score -9033702 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -9033728.000000 Penalty: 3616.465576
	Iteration 130Q: 3 clusters Score -9033728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9033763.000000 Penalty: 3616.465576
	Iteration 131Q: 3 clusters Score -9033763 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -9033785.000000 Penalty: 3616.465576
	Iteration 132Q: 3 clusters Score -9033785 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9033855.000000 Penalty: 3616.465576
	Iteration 133Q: 3 clusters Score -9033855 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -9033888.000000 Penalty: 3616.465576
	Iteration 134Q: 3 clusters Score -9033888 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -9033929.000000 Penalty: 3616.465576
	Iteration 135Q: 3 clusters Score -9033929 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -9033975.000000 Penalty: 3616.465576
	Iteration 136Q: 3 clusters Score -9033975 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -9034002.000000 Penalty: 3616.465576
	Iteration 137Q: 3 clusters Score -9034002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9034056.000000 Penalty: 3616.465576
	Iteration 138Q: 3 clusters Score -9034056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -9034096.000000 Penalty: 3616.465576
	Iteration 139Q: 3 clusters Score -9034096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9034135.000000 Penalty: 3616.465576
	Iteration 140F: 3 clusters Score -9034135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -9034137.000000 Penalty: 3616.465576
	Iteration 141Q: 3 clusters Score -9034137 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9034154.000000 Penalty: 3616.465576
	Iteration 142Q: 3 clusters Score -9034154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9034174.000000 Penalty: 3616.465576
	Iteration 143Q: 3 clusters Score -9034174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -9034193.000000 Penalty: 3616.465576
	Iteration 144Q: 3 clusters Score -9034193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9034214.000000 Penalty: 3616.465576
	Iteration 145Q: 3 clusters Score -9034214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9034236.000000 Penalty: 3616.465576
	Iteration 146Q: 3 clusters Score -9034236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9034253.000000 Penalty: 3616.465576
	Iteration 147Q: 3 clusters Score -9034253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -9034277.000000 Penalty: 3616.465576
	Iteration 148Q: 3 clusters Score -9034277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9034282.000000 Penalty: 3616.465576
	Iteration 149Q: 3 clusters Score -9034282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9034306.000000 Penalty: 3616.465576
	Iteration 150Q: 3 clusters Score -9034306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9034316.000000 Penalty: 3616.465576
	Iteration 151Q: 3 clusters Score -9034316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -9034346.000000 Penalty: 3616.465576
	Iteration 152Q: 3 clusters Score -9034346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9034356.000000 Penalty: 3616.465576
	Iteration 153Q: 3 clusters Score -9034356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9034350.000000 Penalty: 3616.465576
	Iteration 154Q: 3 clusters Score -9034350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9034364.000000 Penalty: 3616.465576
	Iteration 155Q: 3 clusters Score -9034364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -9034373.000000 Penalty: 3616.465576
	Iteration 156Q: 3 clusters Score -9034373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9034374.000000 Penalty: 3616.465576
	Iteration 157Q: 3 clusters Score -9034374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9034372.000000 Penalty: 3616.465576
	Iteration 158Q: 3 clusters Score -9034372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9034382.000000 Penalty: 3616.465576
	Iteration 159Q: 3 clusters Score -9034382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9034398.000000 Penalty: 3616.465576
	Iteration 160F: 3 clusters Score -9034398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9034394.000000 Penalty: 3616.465576
	Iteration 161Q: 3 clusters Score -9034394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9034401.000000 Penalty: 3616.465576
	Iteration 162Q: 3 clusters Score -9034401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -9034402.000000 Penalty: 3616.465576
	Iteration 163Q: 3 clusters Score -9034402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9034407.000000 Penalty: 3616.465576
	Iteration 164Q: 3 clusters Score -9034407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9034409.000000 Penalty: 3616.465576
	Iteration 165Q: 3 clusters Score -9034409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9034428.000000 Penalty: 3616.465576
	Iteration 166Q: 3 clusters Score -9034428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9034418.000000 Penalty: 3616.465576
	Iteration 167Q: 3 clusters Score -9034418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9034427.000000 Penalty: 3616.465576
	Iteration 168Q: 3 clusters Score -9034427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9034429.000000 Penalty: 3616.465576
	Iteration 169Q: 3 clusters Score -9034429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9034434.000000 Penalty: 3616.465576
	Iteration 170Q: 3 clusters Score -9034434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9034434.000000 Penalty: 3616.465576
	Iteration 171Q: 3 clusters Score -9034434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9034446.000000 Penalty: 3616.465576
	Iteration 172Q: 3 clusters Score -9034446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9034457.000000 Penalty: 3616.465576
	Iteration 173Q: 3 clusters Score -9034457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9034446.000000 Penalty: 3616.465576
	Iteration 174Q: 3 clusters Score -9034446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9034449.000000 Penalty: 3616.465576
	Iteration 175Q: 3 clusters Score -9034449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9034458.000000 Penalty: 3616.465576
	Iteration 176Q: 3 clusters Score -9034458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -9034456.000000 Penalty: 3616.465576
	Iteration 177Q: 3 clusters Score -9034456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9034454.000000 Penalty: 3616.465576
	Iteration 178Q: 3 clusters Score -9034454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9034457.000000 Penalty: 3616.465576
	Iteration 179Q: 3 clusters Score -9034457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9034473.000000 Penalty: 3616.465576
	Iteration 180F: 3 clusters Score -9034473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9034473.000000 Penalty: 3616.465576
	Iteration 181Q: 3 clusters Score -9034473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9034461.000000 Penalty: 3616.465576
	Iteration 182Q: 3 clusters Score -9034461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9034465.000000 Penalty: 3616.465576
	Iteration 183Q: 3 clusters Score -9034465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9034466.000000 Penalty: 3616.465576
	Iteration 184Q: 3 clusters Score -9034466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9034472.000000 Penalty: 3616.465576
	Iteration 185Q: 3 clusters Score -9034472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9034473.000000 Penalty: 3616.465576
	Iteration 186Q: 3 clusters Score -9034473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9034484.000000 Penalty: 3616.465576
	Iteration 187Q: 3 clusters Score -9034484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9034489.000000 Penalty: 3616.465576
	Iteration 188Q: 3 clusters Score -9034489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9034492.000000 Penalty: 3616.465576
	Iteration 189Q: 3 clusters Score -9034492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9034492.000000 Penalty: 3616.465576
	Iteration 190Q: 3 clusters Score -9034492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9034490.000000 Penalty: 3616.465576
	Iteration 191Q: 3 clusters Score -9034490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9034490.000000 Penalty: 3616.465576
	Iteration 192Q: 3 clusters Score -9034490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9034489.000000 Penalty: 3616.465576
	Iteration 193Q: 3 clusters Score -9034489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9034496.000000 Penalty: 3616.465576
	Iteration 194Q: 3 clusters Score -9034496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9034490.000000 Penalty: 3616.465576
	Iteration 195Q: 3 clusters Score -9034490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9034494.000000 Penalty: 3616.465576
	Iteration 196Q: 3 clusters Score -9034494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9034499.000000 Penalty: 3616.465576
	Iteration 197Q: 3 clusters Score -9034499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9034522.000000 Penalty: 3616.465576
	Iteration 198Q: 3 clusters Score -9034522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9034514.000000 Penalty: 3616.465576
	Iteration 199Q: 3 clusters Score -9034514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9034524.000000 Penalty: 3616.465576
	Iteration 200F: 3 clusters Score -9034524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9034532.000000 Penalty: 3616.465576
	Iteration 201Q: 3 clusters Score -9034532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9034517.000000 Penalty: 3616.465576
	Iteration 202Q: 3 clusters Score -9034517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9034524.000000 Penalty: 3616.465576
	Iteration 203Q: 3 clusters Score -9034524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9034522.000000 Penalty: 3616.465576
	Iteration 204Q: 3 clusters Score -9034522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9034536.000000 Penalty: 3616.465576
	Iteration 205Q: 3 clusters Score -9034536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9034543.000000 Penalty: 3616.465576
	Iteration 206Q: 3 clusters Score -9034543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9034552.000000 Penalty: 3616.465576
	Iteration 207Q: 3 clusters Score -9034552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9034546.000000 Penalty: 3616.465576
	Iteration 208Q: 3 clusters Score -9034546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9034561.000000 Penalty: 3616.465576
	Iteration 209Q: 3 clusters Score -9034561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9034569.000000 Penalty: 3616.465576
	Iteration 210Q: 3 clusters Score -9034569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9034570.000000 Penalty: 3616.465576
	Iteration 211Q: 3 clusters Score -9034570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9034568.000000 Penalty: 3616.465576
	Iteration 212Q: 3 clusters Score -9034568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9034582.000000 Penalty: 3616.465576
	Iteration 213Q: 3 clusters Score -9034582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9034585.000000 Penalty: 3616.465576
	Iteration 214Q: 3 clusters Score -9034585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9034598.000000 Penalty: 3616.465576
	Iteration 215Q: 3 clusters Score -9034598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9034611.000000 Penalty: 3616.465576
	Iteration 216Q: 3 clusters Score -9034611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9034602.000000 Penalty: 3616.465576
	Iteration 217Q: 3 clusters Score -9034602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9034614.000000 Penalty: 3616.465576
	Iteration 218Q: 3 clusters Score -9034614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9034625.000000 Penalty: 3616.465576
	Iteration 219Q: 3 clusters Score -9034625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9034621.000000 Penalty: 3616.465576
	Iteration 220F: 3 clusters Score -9034621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9034631.000000 Penalty: 3616.465576
	Iteration 221Q: 3 clusters Score -9034631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9034631.000000 Penalty: 3616.465576
	Iteration 222Q: 3 clusters Score -9034631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9034627.000000 Penalty: 3616.465576
	Iteration 223Q: 3 clusters Score -9034627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9034632.000000 Penalty: 3616.465576
	Iteration 224Q: 3 clusters Score -9034632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9034637.000000 Penalty: 3616.465576
	Iteration 225Q: 3 clusters Score -9034637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9034644.000000 Penalty: 3616.465576
	Iteration 226Q: 3 clusters Score -9034644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9034647.000000 Penalty: 3616.465576
	Iteration 227Q: 3 clusters Score -9034647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9034652.000000 Penalty: 3616.465576
	Iteration 228Q: 3 clusters Score -9034652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9034651.000000 Penalty: 3616.465576
	Iteration 229Q: 3 clusters Score -9034651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9034672.000000 Penalty: 3616.465576
	Iteration 230Q: 3 clusters Score -9034672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9034663.000000 Penalty: 3616.465576
	Iteration 231Q: 3 clusters Score -9034663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9034656.000000 Penalty: 3616.465576
	Iteration 232Q: 3 clusters Score -9034656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9034648.000000 Penalty: 3616.465576
	Iteration 233Q: 3 clusters Score -9034648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9034651.000000 Penalty: 3616.465576
	Iteration 234Q: 3 clusters Score -9034651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9034662.000000 Penalty: 3616.465576
	Iteration 235Q: 3 clusters Score -9034662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9034663.000000 Penalty: 3616.465576
	Iteration 236Q: 3 clusters Score -9034663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9034670.000000 Penalty: 3616.465576
	Iteration 237Q: 3 clusters Score -9034670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9034673.000000 Penalty: 3616.465576
	Iteration 238Q: 3 clusters Score -9034673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9034680.000000 Penalty: 3616.465576
	Iteration 239Q: 3 clusters Score -9034680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9034678.000000 Penalty: 3616.465576
	Iteration 240F: 3 clusters Score -9034678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9034683.000000 Penalty: 3616.465576
	Iteration 241Q: 3 clusters Score -9034683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9034687.000000 Penalty: 3616.465576
	Iteration 242Q: 3 clusters Score -9034687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9034686.000000 Penalty: 3616.465576
	Iteration 243Q: 3 clusters Score -9034686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9034684.000000 Penalty: 3616.465576
	Iteration 244Q: 3 clusters Score -9034684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9034687.000000 Penalty: 3616.465576
	Iteration 245Q: 3 clusters Score -9034687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9034686.000000 Penalty: 3616.465576
	Iteration 246Q: 3 clusters Score -9034686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9034686.000000 Penalty: 3616.465576
	Iteration 247Q: 3 clusters Score -9034686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9034686.000000 Penalty: 3616.465576
	Iteration 248F: 3 clusters Score -9034686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -48517.859375 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -48517.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47568.851562 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -47568.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47896.957031 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -47896.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48103.113281 Penalty: 1978.201782
	Iteration 2F: 3 clusters Score -48103.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48215.207031 Penalty: 1978.201782
	Iteration 3F: 3 clusters Score -48215.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48278.082031 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -48278.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48303.296875 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -48303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48306.214844 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -48306.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48307.515625 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -48307.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48307.515625 Penalty: 1978.201782
	Iteration 8F: 3 clusters Score -48307.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27900.236328 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -27900.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28131.105469 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28131.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28298.599609 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28298.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28472.613281 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -28472.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28563.982422 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28563.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28620.544922 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28620.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28631.861328 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -28631.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28636.632812 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -28636.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28636.632812 Penalty: 1823.078369
	Iteration 8F: 3 clusters Score -28636.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12855.769531 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12855.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12955.533203 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12955.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12982.005859 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12982.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12988.084961 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12988.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12988.084961 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -12988.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Entering Unmasked Estep 
Score: -2749544.750000 Penalty: 1617.670166
	Iteration 0F: 2 clusters Score -2749545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2735252.750000 Penalty: 3235.340332
	Iteration 0F: 3 clusters Score -2735253 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2740851.250000 Penalty: 3235.340332
	Iteration 1F: 3 clusters Score -2740851 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2741856.000000 Penalty: 3235.340332
	Iteration 2F: 3 clusters Score -2741856 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2743191.000000 Penalty: 3235.340332
	Iteration 3F: 3 clusters Score -2743191 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2744731.250000 Penalty: 3235.340332
	Iteration 4F: 3 clusters Score -2744731 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2746278.750000 Penalty: 3235.340332
	Iteration 5F: 3 clusters Score -2746279 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2747508.250000 Penalty: 3235.340332
	Iteration 6F: 3 clusters Score -2747508 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2748291.500000 Penalty: 3235.340332
	Iteration 7Q: 3 clusters Score -2748292 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2748667.000000 Penalty: 3235.340332
	Iteration 8Q: 3 clusters Score -2748667 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2748860.000000 Penalty: 3235.340332
	Iteration 9Q: 3 clusters Score -2748860 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2748967.000000 Penalty: 3235.340332
	Iteration 10Q: 3 clusters Score -2748967 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2749040.000000 Penalty: 3235.340332
	Iteration 11Q: 3 clusters Score -2749040 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2749094.250000 Penalty: 3235.340332
	Iteration 12Q: 3 clusters Score -2749094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2749131.500000 Penalty: 3235.340332
	Iteration 13Q: 3 clusters Score -2749132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2749146.000000 Penalty: 3235.340332
	Iteration 14Q: 3 clusters Score -2749146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2749157.500000 Penalty: 3235.340332
	Iteration 15Q: 3 clusters Score -2749158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2749177.500000 Penalty: 3235.340332
	Iteration 16Q: 3 clusters Score -2749178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2749187.000000 Penalty: 3235.340332
	Iteration 17Q: 3 clusters Score -2749187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2749194.250000 Penalty: 3235.340332
	Iteration 18Q: 3 clusters Score -2749194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2749198.750000 Penalty: 3235.340332
	Iteration 19Q: 3 clusters Score -2749199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2749197.000000 Penalty: 3235.340332
	Iteration 20F: 3 clusters Score -2749197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2749198.500000 Penalty: 3235.340332
	Iteration 21Q: 3 clusters Score -2749198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2749216.250000 Penalty: 3235.340332
	Iteration 22Q: 3 clusters Score -2749216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2749226.000000 Penalty: 3235.340332
	Iteration 23Q: 3 clusters Score -2749226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2749228.000000 Penalty: 3235.340332
	Iteration 24Q: 3 clusters Score -2749228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2749239.750000 Penalty: 3235.340332
	Iteration 25Q: 3 clusters Score -2749240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2749244.000000 Penalty: 3235.340332
	Iteration 26Q: 3 clusters Score -2749244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2749240.000000 Penalty: 3235.340332
	Iteration 27Q: 3 clusters Score -2749240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2749238.250000 Penalty: 3235.340332
	Iteration 28Q: 3 clusters Score -2749238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2749240.000000 Penalty: 3235.340332
	Iteration 29Q: 3 clusters Score -2749240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2749244.750000 Penalty: 3235.340332
	Iteration 30Q: 3 clusters Score -2749245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2749243.500000 Penalty: 3235.340332
	Iteration 31Q: 3 clusters Score -2749244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2749247.250000 Penalty: 3235.340332
	Iteration 32Q: 3 clusters Score -2749247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2749244.500000 Penalty: 3235.340332
	Iteration 33Q: 3 clusters Score -2749244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2749242.250000 Penalty: 3235.340332
	Iteration 34Q: 3 clusters Score -2749242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2749243.000000 Penalty: 3235.340332
	Iteration 35Q: 3 clusters Score -2749243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2749240.750000 Penalty: 3235.340332
	Iteration 36Q: 3 clusters Score -2749241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2749240.000000 Penalty: 3235.340332
	Iteration 37Q: 3 clusters Score -2749240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2749244.000000 Penalty: 3235.340332
	Iteration 38Q: 3 clusters Score -2749244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2749238.750000 Penalty: 3235.340332
	Iteration 39Q: 3 clusters Score -2749239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2749239.500000 Penalty: 3235.340332
	Iteration 40F: 3 clusters Score -2749240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Entering Unmasked Estep 
Score: -7452779.000000 Penalty: 1776.951660
	Iteration 0F: 2 clusters Score -7452779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -7416411.000000 Penalty: 3553.903320
	Iteration 0F: 3 clusters Score -7416411 nChanged 26505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -7431543.000000 Penalty: 3553.903320
	Iteration 1F: 3 clusters Score -7431543 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7432122.500000 Penalty: 3553.903320
	Iteration 2Q: 3 clusters Score -7432122 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7432889.000000 Penalty: 3553.903320
	Iteration 3Q: 3 clusters Score -7432889 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7433987.500000 Penalty: 3553.903320
	Iteration 4Q: 3 clusters Score -7433988 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -7435643.500000 Penalty: 3553.903320
	Iteration 5F: 3 clusters Score -7435644 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -7438268.000000 Penalty: 3553.903320
	Iteration 6F: 3 clusters Score -7438268 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -7441722.000000 Penalty: 3553.903320
	Iteration 7F: 3 clusters Score -7441722 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -7445524.000000 Penalty: 3553.903320
	Iteration 8F: 3 clusters Score -7445524 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7448315.000000 Penalty: 3553.903320
	Iteration 9F: 3 clusters Score -7448315 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7449834.500000 Penalty: 3553.903320
	Iteration 10Q: 3 clusters Score -7449834 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7450548.500000 Penalty: 3553.903320
	Iteration 11Q: 3 clusters Score -7450548 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7450947.500000 Penalty: 3553.903320
	Iteration 12Q: 3 clusters Score -7450948 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7451091.000000 Penalty: 3553.903320
	Iteration 13Q: 3 clusters Score -7451091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7451175.500000 Penalty: 3553.903320
	Iteration 14Q: 3 clusters Score -7451176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7451238.500000 Penalty: 3553.903320
	Iteration 15Q: 3 clusters Score -7451238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7451276.000000 Penalty: 3553.903320
	Iteration 16Q: 3 clusters Score -7451276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7451301.500000 Penalty: 3553.903320
	Iteration 17Q: 3 clusters Score -7451302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7451316.500000 Penalty: 3553.903320
	Iteration 18Q: 3 clusters Score -7451316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7451336.500000 Penalty: 3553.903320
	Iteration 19Q: 3 clusters Score -7451336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7451348.500000 Penalty: 3553.903320
	Iteration 20F: 3 clusters Score -7451348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7451348.500000 Penalty: 3553.903320
	Iteration 21Q: 3 clusters Score -7451348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7451355.000000 Penalty: 3553.903320
	Iteration 22Q: 3 clusters Score -7451355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7451355.000000 Penalty: 3553.903320
	Iteration 23Q: 3 clusters Score -7451355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7451360.500000 Penalty: 3553.903320
	Iteration 24Q: 3 clusters Score -7451360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7451362.000000 Penalty: 3553.903320
	Iteration 25Q: 3 clusters Score -7451362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7451368.500000 Penalty: 3553.903320
	Iteration 26Q: 3 clusters Score -7451368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7451377.500000 Penalty: 3553.903320
	Iteration 27Q: 3 clusters Score -7451378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7451376.500000 Penalty: 3553.903320
	Iteration 28Q: 3 clusters Score -7451376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7451380.000000 Penalty: 3553.903320
	Iteration 29Q: 3 clusters Score -7451380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7451383.500000 Penalty: 3553.903320
	Iteration 30Q: 3 clusters Score -7451384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7451390.500000 Penalty: 3553.903320
	Iteration 31Q: 3 clusters Score -7451390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7451386.000000 Penalty: 3553.903320
	Iteration 32Q: 3 clusters Score -7451386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7451385.500000 Penalty: 3553.903320
	Iteration 33Q: 3 clusters Score -7451386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7451384.500000 Penalty: 3553.903320
	Iteration 34Q: 3 clusters Score -7451384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7451384.500000 Penalty: 3553.903320
	Iteration 35F: 3 clusters Score -7451384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -662781.125000 Penalty: 1387.389160
	Iteration 0F: 2 clusters Score -662781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -658765.625000 Penalty: 2774.778320
	Iteration 0F: 3 clusters Score -658765.6 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -659828.437500 Penalty: 2774.778320
	Iteration 1F: 3 clusters Score -659828.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -660011.437500 Penalty: 2774.778320
	Iteration 2F: 3 clusters Score -660011.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -660149.062500 Penalty: 2774.778320
	Iteration 3F: 3 clusters Score -660149.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -660277.437500 Penalty: 2774.778320
	Iteration 4Q: 3 clusters Score -660277.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -660415.437500 Penalty: 2774.778320
	Iteration 5Q: 3 clusters Score -660415.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -660622.562500 Penalty: 2774.778320
	Iteration 6F: 3 clusters Score -660622.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -660864.375000 Penalty: 2774.778320
	Iteration 7F: 3 clusters Score -660864.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -661149.250000 Penalty: 2774.778320
	Iteration 8F: 3 clusters Score -661149.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -661395.312500 Penalty: 2774.778320
	Iteration 9F: 3 clusters Score -661395.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -661599.437500 Penalty: 2774.778320
	Iteration 10Q: 3 clusters Score -661599.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -661742.687500 Penalty: 2774.778320
	Iteration 11Q: 3 clusters Score -661742.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -661844.687500 Penalty: 2774.778320
	Iteration 12Q: 3 clusters Score -661844.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -661910.437500 Penalty: 2774.778320
	Iteration 13Q: 3 clusters Score -661910.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -661935.000000 Penalty: 2774.778320
	Iteration 14Q: 3 clusters Score -661935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -661947.375000 Penalty: 2774.778320
	Iteration 15Q: 3 clusters Score -661947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -661954.750000 Penalty: 2774.778320
	Iteration 16Q: 3 clusters Score -661954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -661960.750000 Penalty: 2774.778320
	Iteration 17Q: 3 clusters Score -661960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -661963.750000 Penalty: 2774.778320
	Iteration 18Q: 3 clusters Score -661963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -661966.000000 Penalty: 2774.778320
	Iteration 19Q: 3 clusters Score -661966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -661969.750000 Penalty: 2774.778320
	Iteration 20F: 3 clusters Score -661969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -661971.375000 Penalty: 2774.778320
	Iteration 21Q: 3 clusters Score -661971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -661971.500000 Penalty: 2774.778320
	Iteration 22Q: 3 clusters Score -661971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -661971.500000 Penalty: 2774.778320
	Iteration 23F: 3 clusters Score -661971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -69203.156250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -69203.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68274.179688 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -68274.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68422.179688 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -68422.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -68463.742188 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -68463.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68501.132812 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -68501.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -68520.664062 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -68520.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -68539.867188 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -68539.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68580.859375 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -68580.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -68621.062500 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -68621.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -68640.726562 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -68640.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -68667.164062 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -68667.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68689.195312 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -68689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68698.234375 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -68698.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -68700.195312 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -68700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -68706.523438 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -68706.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -68706.523438 Penalty: 1930.555664
	Iteration 14F: 3 clusters Score -68706.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Entering Unmasked Estep 
Score: -8562523.000000 Penalty: 1800.196899
	Iteration 0F: 2 clusters Score -8562523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -8521598.000000 Penalty: 3600.393799
	Iteration 0F: 3 clusters Score -8521598 nChanged 30527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -8539707.000000 Penalty: 3600.393799
	Iteration 1F: 3 clusters Score -8539707 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8540984.000000 Penalty: 3600.393799
	Iteration 2Q: 3 clusters Score -8540984 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -8542946.000000 Penalty: 3600.393799
	Iteration 3F: 3 clusters Score -8542946 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8545779.000000 Penalty: 3600.393799
	Iteration 4F: 3 clusters Score -8545779 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -8549480.000000 Penalty: 3600.393799
	Iteration 5F: 3 clusters Score -8549480 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -8553188.000000 Penalty: 3600.393799
	Iteration 6F: 3 clusters Score -8553188 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -8556350.000000 Penalty: 3600.393799
	Iteration 7F: 3 clusters Score -8556350 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -8558497.000000 Penalty: 3600.393799
	Iteration 8Q: 3 clusters Score -8558497 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -8559894.000000 Penalty: 3600.393799
	Iteration 9Q: 3 clusters Score -8559894 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -8560765.000000 Penalty: 3600.393799
	Iteration 10Q: 3 clusters Score -8560765 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -8561386.000000 Penalty: 3600.393799
	Iteration 11Q: 3 clusters Score -8561386 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -8561698.000000 Penalty: 3600.393799
	Iteration 12Q: 3 clusters Score -8561698 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -8561838.000000 Penalty: 3600.393799
	Iteration 13Q: 3 clusters Score -8561838 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -8561933.000000 Penalty: 3600.393799
	Iteration 14Q: 3 clusters Score -8561933 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -8561949.000000 Penalty: 3600.393799
	Iteration 15Q: 3 clusters Score -8561949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -8561995.000000 Penalty: 3600.393799
	Iteration 16Q: 3 clusters Score -8561995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -8562025.000000 Penalty: 3600.393799
	Iteration 17Q: 3 clusters Score -8562025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -8562033.000000 Penalty: 3600.393799
	Iteration 18Q: 3 clusters Score -8562033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8562030.000000 Penalty: 3600.393799
	Iteration 19Q: 3 clusters Score -8562030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -8562026.000000 Penalty: 3600.393799
	Iteration 20F: 3 clusters Score -8562026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -8562036.000000 Penalty: 3600.393799
	Iteration 21Q: 3 clusters Score -8562036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -8562049.000000 Penalty: 3600.393799
	Iteration 22Q: 3 clusters Score -8562049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -8562064.000000 Penalty: 3600.393799
	Iteration 23Q: 3 clusters Score -8562064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -8562069.000000 Penalty: 3600.393799
	Iteration 24Q: 3 clusters Score -8562069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -8562068.000000 Penalty: 3600.393799
	Iteration 25Q: 3 clusters Score -8562068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -8562055.000000 Penalty: 3600.393799
	Iteration 26Q: 3 clusters Score -8562055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -8562068.000000 Penalty: 3600.393799
	Iteration 27Q: 3 clusters Score -8562068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8562056.000000 Penalty: 3600.393799
	Iteration 28Q: 3 clusters Score -8562056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -8562060.000000 Penalty: 3600.393799
	Iteration 29Q: 3 clusters Score -8562060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8562063.000000 Penalty: 3600.393799
	Iteration 30Q: 3 clusters Score -8562063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -8562060.000000 Penalty: 3600.393799
	Iteration 31Q: 3 clusters Score -8562060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8562062.000000 Penalty: 3600.393799
	Iteration 32Q: 3 clusters Score -8562062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -8562064.000000 Penalty: 3600.393799
	Iteration 33Q: 3 clusters Score -8562064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -8562069.000000 Penalty: 3600.393799
	Iteration 34Q: 3 clusters Score -8562069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -8562072.000000 Penalty: 3600.393799
	Iteration 35Q: 3 clusters Score -8562072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -8562075.000000 Penalty: 3600.393799
	Iteration 36Q: 3 clusters Score -8562075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -8562067.000000 Penalty: 3600.393799
	Iteration 37Q: 3 clusters Score -8562067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -8562056.000000 Penalty: 3600.393799
	Iteration 38Q: 3 clusters Score -8562056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -8562058.000000 Penalty: 3600.393799
	Iteration 39Q: 3 clusters Score -8562058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8562063.000000 Penalty: 3600.393799
	Iteration 40F: 3 clusters Score -8562063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -8562073.000000 Penalty: 3600.393799
	Iteration 41Q: 3 clusters Score -8562073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8562066.000000 Penalty: 3600.393799
	Iteration 42Q: 3 clusters Score -8562066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -8562064.000000 Penalty: 3600.393799
	Iteration 43Q: 3 clusters Score -8562064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -8562061.000000 Penalty: 3600.393799
	Iteration 44Q: 3 clusters Score -8562061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -8562073.000000 Penalty: 3600.393799
	Iteration 45Q: 3 clusters Score -8562073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8562071.000000 Penalty: 3600.393799
	Iteration 46Q: 3 clusters Score -8562071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8562074.000000 Penalty: 3600.393799
	Iteration 47Q: 3 clusters Score -8562074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8562075.000000 Penalty: 3600.393799
	Iteration 48Q: 3 clusters Score -8562075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8562074.000000 Penalty: 3600.393799
	Iteration 49Q: 3 clusters Score -8562074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -8562078.000000 Penalty: 3600.393799
	Iteration 50Q: 3 clusters Score -8562078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -8562072.000000 Penalty: 3600.393799
	Iteration 51Q: 3 clusters Score -8562072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8562072.000000 Penalty: 3600.393799
	Iteration 52Q: 3 clusters Score -8562072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8562072.000000 Penalty: 3600.393799
	Iteration 53F: 3 clusters Score -8562072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117466.875000 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116179.546875 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116179.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116502.648438 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116502.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116636.632812 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116636.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116734.953125 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116818.187500 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116818.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116879.375000 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116908.656250 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116908.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116940.484375 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116959.453125 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116977.328125 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117007.398438 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -117007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117024.429688 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -117024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117031.234375 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -117031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117035.531250 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -117035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117037.140625 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -117037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117041.234375 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -117041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117047.265625 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -117047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117047.890625 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -117047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117047.890625 Penalty: 2191.436279
	Iteration 18F: 3 clusters Score -117047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43480.894531 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43480.89 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43774.007812 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43774.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43910.351562 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43910.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44001.433594 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -44001.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44050.144531 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -44050.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44067.855469 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44067.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44073.660156 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44073.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -44075.257812 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44075.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -44079.472656 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44079.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -44079.472656 Penalty: 2014.505615
	Iteration 9F: 3 clusters Score -44079.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11604.627930 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11604.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11749.464844 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11749.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11824.115234 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11824.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11845.630859 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11845.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11879.579102 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11879.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11912.995117 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11918.208984 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -11918.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11918.208984 Penalty: 1751.448364
	Iteration 7F: 3 clusters Score -11918.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -1682363.750000 Penalty: 1536.502930
	Iteration 0F: 2 clusters Score -1682364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1673306.375000 Penalty: 3073.005859
	Iteration 0F: 3 clusters Score -1673306 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1676355.500000 Penalty: 3073.005859
	Iteration 1F: 3 clusters Score -1676356 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1676682.375000 Penalty: 3073.005859
	Iteration 2F: 3 clusters Score -1676682 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1677023.125000 Penalty: 3073.005859
	Iteration 3F: 3 clusters Score -1677023 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1677418.875000 Penalty: 3073.005859
	Iteration 4F: 3 clusters Score -1677419 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1677902.125000 Penalty: 3073.005859
	Iteration 5F: 3 clusters Score -1677902 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1678431.375000 Penalty: 3073.005859
	Iteration 6F: 3 clusters Score -1678431 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1678978.750000 Penalty: 3073.005859
	Iteration 7F: 3 clusters Score -1678979 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1679460.875000 Penalty: 3073.005859
	Iteration 8F: 3 clusters Score -1679461 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1679830.750000 Penalty: 3073.005859
	Iteration 9Q: 3 clusters Score -1679831 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1680133.875000 Penalty: 3073.005859
	Iteration 10Q: 3 clusters Score -1680134 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1680430.750000 Penalty: 3073.005859
	Iteration 11Q: 3 clusters Score -1680431 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1680646.750000 Penalty: 3073.005859
	Iteration 12Q: 3 clusters Score -1680647 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1680778.625000 Penalty: 3073.005859
	Iteration 13Q: 3 clusters Score -1680779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1680849.250000 Penalty: 3073.005859
	Iteration 14Q: 3 clusters Score -1680849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1680911.375000 Penalty: 3073.005859
	Iteration 15Q: 3 clusters Score -1680911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1680949.250000 Penalty: 3073.005859
	Iteration 16Q: 3 clusters Score -1680949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1680987.750000 Penalty: 3073.005859
	Iteration 17Q: 3 clusters Score -1680988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1681016.625000 Penalty: 3073.005859
	Iteration 18Q: 3 clusters Score -1681017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1681040.750000 Penalty: 3073.005859
	Iteration 19Q: 3 clusters Score -1681041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1681059.250000 Penalty: 3073.005859
	Iteration 20F: 3 clusters Score -1681059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1681071.125000 Penalty: 3073.005859
	Iteration 21Q: 3 clusters Score -1681071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1681077.125000 Penalty: 3073.005859
	Iteration 22Q: 3 clusters Score -1681077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1681086.125000 Penalty: 3073.005859
	Iteration 23Q: 3 clusters Score -1681086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1681091.250000 Penalty: 3073.005859
	Iteration 24Q: 3 clusters Score -1681091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1681100.000000 Penalty: 3073.005859
	Iteration 25Q: 3 clusters Score -1681100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1681106.375000 Penalty: 3073.005859
	Iteration 26Q: 3 clusters Score -1681106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1681111.875000 Penalty: 3073.005859
	Iteration 27Q: 3 clusters Score -1681112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1681114.500000 Penalty: 3073.005859
	Iteration 28Q: 3 clusters Score -1681114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1681118.625000 Penalty: 3073.005859
	Iteration 29Q: 3 clusters Score -1681119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1681123.000000 Penalty: 3073.005859
	Iteration 30Q: 3 clusters Score -1681123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1681128.875000 Penalty: 3073.005859
	Iteration 31Q: 3 clusters Score -1681129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1681138.125000 Penalty: 3073.005859
	Iteration 32Q: 3 clusters Score -1681138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1681144.500000 Penalty: 3073.005859
	Iteration 33Q: 3 clusters Score -1681144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1681157.125000 Penalty: 3073.005859
	Iteration 34Q: 3 clusters Score -1681157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1681162.375000 Penalty: 3073.005859
	Iteration 35Q: 3 clusters Score -1681162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1681173.250000 Penalty: 3073.005859
	Iteration 36Q: 3 clusters Score -1681173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1681183.875000 Penalty: 3073.005859
	Iteration 37Q: 3 clusters Score -1681184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1681190.375000 Penalty: 3073.005859
	Iteration 38Q: 3 clusters Score -1681190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1681208.375000 Penalty: 3073.005859
	Iteration 39Q: 3 clusters Score -1681208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1681211.250000 Penalty: 3073.005859
	Iteration 40F: 3 clusters Score -1681211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1681216.750000 Penalty: 3073.005859
	Iteration 41Q: 3 clusters Score -1681217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1681225.500000 Penalty: 3073.005859
	Iteration 42Q: 3 clusters Score -1681226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1681229.250000 Penalty: 3073.005859
	Iteration 43Q: 3 clusters Score -1681229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1681238.375000 Penalty: 3073.005859
	Iteration 44Q: 3 clusters Score -1681238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1681236.250000 Penalty: 3073.005859
	Iteration 45Q: 3 clusters Score -1681236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1681238.750000 Penalty: 3073.005859
	Iteration 46Q: 3 clusters Score -1681239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1681237.500000 Penalty: 3073.005859
	Iteration 47Q: 3 clusters Score -1681238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1681241.125000 Penalty: 3073.005859
	Iteration 48Q: 3 clusters Score -1681241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1681242.500000 Penalty: 3073.005859
	Iteration 49Q: 3 clusters Score -1681242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1681242.375000 Penalty: 3073.005859
	Iteration 50Q: 3 clusters Score -1681242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1681241.125000 Penalty: 3073.005859
	Iteration 51Q: 3 clusters Score -1681241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1681242.750000 Penalty: 3073.005859
	Iteration 52Q: 3 clusters Score -1681243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1681241.875000 Penalty: 3073.005859
	Iteration 53Q: 3 clusters Score -1681242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1681243.500000 Penalty: 3073.005859
	Iteration 54Q: 3 clusters Score -1681244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1681243.750000 Penalty: 3073.005859
	Iteration 55Q: 3 clusters Score -1681244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1681245.375000 Penalty: 3073.005859
	Iteration 56Q: 3 clusters Score -1681245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1681245.375000 Penalty: 3073.005859
	Iteration 57F: 3 clusters Score -1681245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -210574.281250 Penalty: 1197.662476
	Iteration 0F: 2 clusters Score -210574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -208710.875000 Penalty: 2395.324951
	Iteration 0F: 3 clusters Score -208710.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209080.000000 Penalty: 2395.324951
	Iteration 1F: 3 clusters Score -209080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209187.406250 Penalty: 2395.324951
	Iteration 2F: 3 clusters Score -209187.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -209236.968750 Penalty: 2395.324951
	Iteration 3Q: 3 clusters Score -209237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -209257.015625 Penalty: 2395.324951
	Iteration 4Q: 3 clusters Score -209257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209271.390625 Penalty: 2395.324951
	Iteration 5Q: 3 clusters Score -209271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209282.531250 Penalty: 2395.324951
	Iteration 6Q: 3 clusters Score -209282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209288.796875 Penalty: 2395.324951
	Iteration 7Q: 3 clusters Score -209288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209293.718750 Penalty: 2395.324951
	Iteration 8Q: 3 clusters Score -209293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209296.890625 Penalty: 2395.324951
	Iteration 9Q: 3 clusters Score -209296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209297.640625 Penalty: 2395.324951
	Iteration 10Q: 3 clusters Score -209297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209300.109375 Penalty: 2395.324951
	Iteration 11Q: 3 clusters Score -209300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209302.093750 Penalty: 2395.324951
	Iteration 12Q: 3 clusters Score -209302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209306.515625 Penalty: 2395.324951
	Iteration 13Q: 3 clusters Score -209306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209310.343750 Penalty: 2395.324951
	Iteration 14Q: 3 clusters Score -209310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209315.031250 Penalty: 2395.324951
	Iteration 15Q: 3 clusters Score -209315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209319.640625 Penalty: 2395.324951
	Iteration 16Q: 3 clusters Score -209319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209323.703125 Penalty: 2395.324951
	Iteration 17Q: 3 clusters Score -209323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209326.078125 Penalty: 2395.324951
	Iteration 18Q: 3 clusters Score -209326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209326.703125 Penalty: 2395.324951
	Iteration 19Q: 3 clusters Score -209326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209328.828125 Penalty: 2395.324951
	Iteration 20F: 3 clusters Score -209328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209331.281250 Penalty: 2395.324951
	Iteration 21Q: 3 clusters Score -209331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209333.140625 Penalty: 2395.324951
	Iteration 22Q: 3 clusters Score -209333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209333.687500 Penalty: 2395.324951
	Iteration 23Q: 3 clusters Score -209333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209335.062500 Penalty: 2395.324951
	Iteration 24Q: 3 clusters Score -209335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209336.046875 Penalty: 2395.324951
	Iteration 25Q: 3 clusters Score -209336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209337.750000 Penalty: 2395.324951
	Iteration 26Q: 3 clusters Score -209337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209339.343750 Penalty: 2395.324951
	Iteration 27Q: 3 clusters Score -209339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209340.796875 Penalty: 2395.324951
	Iteration 28Q: 3 clusters Score -209340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -209343.453125 Penalty: 2395.324951
	Iteration 29Q: 3 clusters Score -209343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209345.765625 Penalty: 2395.324951
	Iteration 30Q: 3 clusters Score -209345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209346.375000 Penalty: 2395.324951
	Iteration 31Q: 3 clusters Score -209346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209346.375000 Penalty: 2395.324951
	Iteration 32F: 3 clusters Score -209346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -290699.843750 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -290699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288438.000000 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -288438 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289095.968750 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -289096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289272.187500 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -289272.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289370.000000 Penalty: 2518.809814
	Iteration 3F: 3 clusters Score -289370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -289462.843750 Penalty: 2518.809814
	Iteration 4F: 3 clusters Score -289462.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -289540.718750 Penalty: 2518.809814
	Iteration 5Q: 3 clusters Score -289540.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289623.875000 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -289623.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -289681.656250 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -289681.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -289723.468750 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -289723.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -289764.906250 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -289764.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -289797.093750 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -289797.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -289822.906250 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -289822.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -289851.625000 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -289851.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -289877.125000 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -289877.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -289900.906250 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -289900.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -289924.968750 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -289925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -289945.781250 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -289945.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -289966.218750 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -289966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -289975.500000 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -289975.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -289983.968750 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -289984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -289992.781250 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -289992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -289998.437500 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -289998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -290001.625000 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -290001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -290003.625000 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -290003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -290006.343750 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -290006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -290007.156250 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -290007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -290007.875000 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -290007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -290007.875000 Penalty: 2518.809814
	Iteration 27F: 3 clusters Score -290007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Entering Unmasked Estep 
Score: -2116140.000000 Penalty: 1571.607300
	Iteration 0F: 2 clusters Score -2116140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2105134.250000 Penalty: 3143.214600
	Iteration 0F: 3 clusters Score -2105134 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2109322.250000 Penalty: 3143.214600
	Iteration 1F: 3 clusters Score -2109322 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2109979.500000 Penalty: 3143.214600
	Iteration 2F: 3 clusters Score -2109980 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2110736.250000 Penalty: 3143.214600
	Iteration 3F: 3 clusters Score -2110736 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2111507.250000 Penalty: 3143.214600
	Iteration 4F: 3 clusters Score -2111507 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2112295.750000 Penalty: 3143.214600
	Iteration 5F: 3 clusters Score -2112296 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2113122.000000 Penalty: 3143.214600
	Iteration 6F: 3 clusters Score -2113122 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2113696.750000 Penalty: 3143.214600
	Iteration 7F: 3 clusters Score -2113697 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2113968.250000 Penalty: 3143.214600
	Iteration 8Q: 3 clusters Score -2113968 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2114092.500000 Penalty: 3143.214600
	Iteration 9Q: 3 clusters Score -2114092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2114147.750000 Penalty: 3143.214600
	Iteration 10Q: 3 clusters Score -2114148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2114192.250000 Penalty: 3143.214600
	Iteration 11Q: 3 clusters Score -2114192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2114218.000000 Penalty: 3143.214600
	Iteration 12Q: 3 clusters Score -2114218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2114234.000000 Penalty: 3143.214600
	Iteration 13Q: 3 clusters Score -2114234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2114258.000000 Penalty: 3143.214600
	Iteration 14Q: 3 clusters Score -2114258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2114272.750000 Penalty: 3143.214600
	Iteration 15Q: 3 clusters Score -2114273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2114291.250000 Penalty: 3143.214600
	Iteration 16Q: 3 clusters Score -2114291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2114295.250000 Penalty: 3143.214600
	Iteration 17Q: 3 clusters Score -2114295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2114305.250000 Penalty: 3143.214600
	Iteration 18Q: 3 clusters Score -2114305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2114319.500000 Penalty: 3143.214600
	Iteration 19Q: 3 clusters Score -2114320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2114333.000000 Penalty: 3143.214600
	Iteration 20F: 3 clusters Score -2114333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2114353.000000 Penalty: 3143.214600
	Iteration 21Q: 3 clusters Score -2114353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2114363.750000 Penalty: 3143.214600
	Iteration 22Q: 3 clusters Score -2114364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2114380.750000 Penalty: 3143.214600
	Iteration 23Q: 3 clusters Score -2114381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2114393.500000 Penalty: 3143.214600
	Iteration 24Q: 3 clusters Score -2114394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2114407.250000 Penalty: 3143.214600
	Iteration 25Q: 3 clusters Score -2114407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2114411.000000 Penalty: 3143.214600
	Iteration 26Q: 3 clusters Score -2114411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2114424.500000 Penalty: 3143.214600
	Iteration 27Q: 3 clusters Score -2114424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2114441.750000 Penalty: 3143.214600
	Iteration 28Q: 3 clusters Score -2114442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2114468.000000 Penalty: 3143.214600
	Iteration 29Q: 3 clusters Score -2114468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2114473.500000 Penalty: 3143.214600
	Iteration 30Q: 3 clusters Score -2114474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2114482.750000 Penalty: 3143.214600
	Iteration 31Q: 3 clusters Score -2114483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2114484.250000 Penalty: 3143.214600
	Iteration 32Q: 3 clusters Score -2114484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2114501.250000 Penalty: 3143.214600
	Iteration 33Q: 3 clusters Score -2114501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2114518.500000 Penalty: 3143.214600
	Iteration 34Q: 3 clusters Score -2114518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2114528.000000 Penalty: 3143.214600
	Iteration 35Q: 3 clusters Score -2114528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2114537.500000 Penalty: 3143.214600
	Iteration 36Q: 3 clusters Score -2114538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2114544.750000 Penalty: 3143.214600
	Iteration 37Q: 3 clusters Score -2114545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2114554.500000 Penalty: 3143.214600
	Iteration 38Q: 3 clusters Score -2114554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2114565.500000 Penalty: 3143.214600
	Iteration 39Q: 3 clusters Score -2114566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2114574.000000 Penalty: 3143.214600
	Iteration 40F: 3 clusters Score -2114574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2114585.250000 Penalty: 3143.214600
	Iteration 41Q: 3 clusters Score -2114585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2114591.750000 Penalty: 3143.214600
	Iteration 42Q: 3 clusters Score -2114592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2114595.500000 Penalty: 3143.214600
	Iteration 43Q: 3 clusters Score -2114596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2114605.750000 Penalty: 3143.214600
	Iteration 44Q: 3 clusters Score -2114606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2114607.500000 Penalty: 3143.214600
	Iteration 45Q: 3 clusters Score -2114608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2114609.500000 Penalty: 3143.214600
	Iteration 46Q: 3 clusters Score -2114610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2114613.500000 Penalty: 3143.214600
	Iteration 47Q: 3 clusters Score -2114614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2114617.000000 Penalty: 3143.214600
	Iteration 48Q: 3 clusters Score -2114617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2114622.500000 Penalty: 3143.214600
	Iteration 49Q: 3 clusters Score -2114622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2114623.250000 Penalty: 3143.214600
	Iteration 50Q: 3 clusters Score -2114623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2114632.750000 Penalty: 3143.214600
	Iteration 51Q: 3 clusters Score -2114633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2114638.000000 Penalty: 3143.214600
	Iteration 52Q: 3 clusters Score -2114638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2114643.250000 Penalty: 3143.214600
	Iteration 53Q: 3 clusters Score -2114643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2114651.250000 Penalty: 3143.214600
	Iteration 54Q: 3 clusters Score -2114651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2114653.250000 Penalty: 3143.214600
	Iteration 55Q: 3 clusters Score -2114653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2114656.250000 Penalty: 3143.214600
	Iteration 56Q: 3 clusters Score -2114656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2114653.250000 Penalty: 3143.214600
	Iteration 57Q: 3 clusters Score -2114653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2114658.250000 Penalty: 3143.214600
	Iteration 58Q: 3 clusters Score -2114658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2114660.000000 Penalty: 3143.214600
	Iteration 59Q: 3 clusters Score -2114660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2114659.750000 Penalty: 3143.214600
	Iteration 60F: 3 clusters Score -2114660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2114663.250000 Penalty: 3143.214600
	Iteration 61Q: 3 clusters Score -2114663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2114666.750000 Penalty: 3143.214600
	Iteration 62Q: 3 clusters Score -2114667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2114670.750000 Penalty: 3143.214600
	Iteration 63Q: 3 clusters Score -2114671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2114672.250000 Penalty: 3143.214600
	Iteration 64Q: 3 clusters Score -2114672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2114677.500000 Penalty: 3143.214600
	Iteration 65Q: 3 clusters Score -2114678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2114678.000000 Penalty: 3143.214600
	Iteration 66Q: 3 clusters Score -2114678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2114689.500000 Penalty: 3143.214600
	Iteration 67Q: 3 clusters Score -2114690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2114694.250000 Penalty: 3143.214600
	Iteration 68Q: 3 clusters Score -2114694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2114701.250000 Penalty: 3143.214600
	Iteration 69Q: 3 clusters Score -2114701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2114703.500000 Penalty: 3143.214600
	Iteration 70Q: 3 clusters Score -2114704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2114708.750000 Penalty: 3143.214600
	Iteration 71Q: 3 clusters Score -2114709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2114708.000000 Penalty: 3143.214600
	Iteration 72Q: 3 clusters Score -2114708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2114705.500000 Penalty: 3143.214600
	Iteration 73Q: 3 clusters Score -2114706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2114709.000000 Penalty: 3143.214600
	Iteration 74Q: 3 clusters Score -2114709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2114714.000000 Penalty: 3143.214600
	Iteration 75Q: 3 clusters Score -2114714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2114714.250000 Penalty: 3143.214600
	Iteration 76Q: 3 clusters Score -2114714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2114724.250000 Penalty: 3143.214600
	Iteration 77Q: 3 clusters Score -2114724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2114728.000000 Penalty: 3143.214600
	Iteration 78Q: 3 clusters Score -2114728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2114736.250000 Penalty: 3143.214600
	Iteration 79Q: 3 clusters Score -2114736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2114744.500000 Penalty: 3143.214600
	Iteration 80F: 3 clusters Score -2114744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2114742.500000 Penalty: 3143.214600
	Iteration 81Q: 3 clusters Score -2114742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2114751.250000 Penalty: 3143.214600
	Iteration 82Q: 3 clusters Score -2114751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2114752.750000 Penalty: 3143.214600
	Iteration 83Q: 3 clusters Score -2114753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2114754.750000 Penalty: 3143.214600
	Iteration 84Q: 3 clusters Score -2114755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2114760.000000 Penalty: 3143.214600
	Iteration 85Q: 3 clusters Score -2114760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2114762.750000 Penalty: 3143.214600
	Iteration 86Q: 3 clusters Score -2114763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2114764.250000 Penalty: 3143.214600
	Iteration 87Q: 3 clusters Score -2114764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2114765.000000 Penalty: 3143.214600
	Iteration 88Q: 3 clusters Score -2114765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2114770.500000 Penalty: 3143.214600
	Iteration 89Q: 3 clusters Score -2114770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2114769.500000 Penalty: 3143.214600
	Iteration 90Q: 3 clusters Score -2114770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2114775.000000 Penalty: 3143.214600
	Iteration 91Q: 3 clusters Score -2114775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2114775.750000 Penalty: 3143.214600
	Iteration 92Q: 3 clusters Score -2114776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2114774.500000 Penalty: 3143.214600
	Iteration 93Q: 3 clusters Score -2114774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2114776.000000 Penalty: 3143.214600
	Iteration 94Q: 3 clusters Score -2114776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2114777.250000 Penalty: 3143.214600
	Iteration 95Q: 3 clusters Score -2114777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2114776.000000 Penalty: 3143.214600
	Iteration 96Q: 3 clusters Score -2114776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2114778.250000 Penalty: 3143.214600
	Iteration 97Q: 3 clusters Score -2114778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2114779.500000 Penalty: 3143.214600
	Iteration 98Q: 3 clusters Score -2114780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2114781.250000 Penalty: 3143.214600
	Iteration 99Q: 3 clusters Score -2114781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2114780.500000 Penalty: 3143.214600
	Iteration 100F: 3 clusters Score -2114780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2114778.000000 Penalty: 3143.214600
	Iteration 101Q: 3 clusters Score -2114778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2114778.750000 Penalty: 3143.214600
	Iteration 102Q: 3 clusters Score -2114779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2114778.750000 Penalty: 3143.214600
	Iteration 103F: 3 clusters Score -2114779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42614.617188 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42614.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42895.800781 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42895.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43036.757812 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43036.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43141.953125 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43141.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43238.660156 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43238.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43371.992188 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43371.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43460.625000 Penalty: 1992.648682
	Iteration 6F: 3 clusters Score -43460.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43536.195312 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43574.738281 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43574.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43599.324219 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43599.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43606.242188 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43606.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43607.394531 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -43607.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43607.394531 Penalty: 1992.648682
	Iteration 12F: 3 clusters Score -43607.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 265 members 
Mstep: Class 49 contains 228 members 
Entering Unmasked Estep 
Score: -85922632.000000 Penalty: 106718.789062
Splitting cluster 30 changes total score from -85923568.000000 to -85922632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16897.710938 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16897.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16989.326172 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16989.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17015.853516 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -17015.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17036.753906 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17036.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17060.427734 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17060.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17067.578125 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17067.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17072.548828 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -17072.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17075.318359 Penalty: 1725.187012
	Iteration 7Q: 3 clusters Score -17075.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17080.355469 Penalty: 1725.187012
	Iteration 8Q: 3 clusters Score -17080.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17085.406250 Penalty: 1725.187012
	Iteration 9Q: 3 clusters Score -17085.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17085.406250 Penalty: 1725.187012
	Iteration 10F: 3 clusters Score -17085.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -55001.792969 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -55001.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54070.273438 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -54070.27 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54341.492188 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -54341.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54469.394531 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -54469.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54553.289062 Penalty: 2022.337280
	Iteration 3F: 3 clusters Score -54553.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54582.839844 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -54582.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54599.988281 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -54599.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54610.777344 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -54610.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54611.570312 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -54611.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54611.570312 Penalty: 2022.337280
	Iteration 8F: 3 clusters Score -54611.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -2619074.250000 Penalty: 1574.159180
	Iteration 0F: 2 clusters Score -2619074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2607999.000000 Penalty: 3148.318359
	Iteration 0F: 3 clusters Score -2607999 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2611843.750000 Penalty: 3148.318359
	Iteration 1F: 3 clusters Score -2611844 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2612096.000000 Penalty: 3148.318359
	Iteration 2F: 3 clusters Score -2612096 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2612348.750000 Penalty: 3148.318359
	Iteration 3Q: 3 clusters Score -2612349 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2612623.500000 Penalty: 3148.318359
	Iteration 4Q: 3 clusters Score -2612624 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2613017.250000 Penalty: 3148.318359
	Iteration 5Q: 3 clusters Score -2613017 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2613555.250000 Penalty: 3148.318359
	Iteration 6F: 3 clusters Score -2613555 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2614197.500000 Penalty: 3148.318359
	Iteration 7F: 3 clusters Score -2614198 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2614937.500000 Penalty: 3148.318359
	Iteration 8F: 3 clusters Score -2614938 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2615664.500000 Penalty: 3148.318359
	Iteration 9F: 3 clusters Score -2615664 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2616190.500000 Penalty: 3148.318359
	Iteration 10Q: 3 clusters Score -2616190 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2616642.500000 Penalty: 3148.318359
	Iteration 11Q: 3 clusters Score -2616642 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2617133.750000 Penalty: 3148.318359
	Iteration 12Q: 3 clusters Score -2617134 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2617747.500000 Penalty: 3148.318359
	Iteration 13Q: 3 clusters Score -2617748 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2618288.750000 Penalty: 3148.318359
	Iteration 14Q: 3 clusters Score -2618289 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2618579.500000 Penalty: 3148.318359
	Iteration 15Q: 3 clusters Score -2618580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2618726.000000 Penalty: 3148.318359
	Iteration 16Q: 3 clusters Score -2618726 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2618794.750000 Penalty: 3148.318359
	Iteration 17Q: 3 clusters Score -2618795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2618844.250000 Penalty: 3148.318359
	Iteration 18Q: 3 clusters Score -2618844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2618884.500000 Penalty: 3148.318359
	Iteration 19Q: 3 clusters Score -2618884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2618930.250000 Penalty: 3148.318359
	Iteration 20F: 3 clusters Score -2618930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2618977.000000 Penalty: 3148.318359
	Iteration 21Q: 3 clusters Score -2618977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2619005.750000 Penalty: 3148.318359
	Iteration 22Q: 3 clusters Score -2619006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2619025.500000 Penalty: 3148.318359
	Iteration 23Q: 3 clusters Score -2619026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2619056.000000 Penalty: 3148.318359
	Iteration 24Q: 3 clusters Score -2619056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2619097.500000 Penalty: 3148.318359
	Iteration 25Q: 3 clusters Score -2619098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2619122.000000 Penalty: 3148.318359
	Iteration 26Q: 3 clusters Score -2619122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2619141.500000 Penalty: 3148.318359
	Iteration 27Q: 3 clusters Score -2619142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2619152.500000 Penalty: 3148.318359
	Iteration 28Q: 3 clusters Score -2619152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2619157.750000 Penalty: 3148.318359
	Iteration 29Q: 3 clusters Score -2619158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2619165.500000 Penalty: 3148.318359
	Iteration 30Q: 3 clusters Score -2619166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2619170.250000 Penalty: 3148.318359
	Iteration 31Q: 3 clusters Score -2619170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2619180.250000 Penalty: 3148.318359
	Iteration 32Q: 3 clusters Score -2619180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2619190.500000 Penalty: 3148.318359
	Iteration 33Q: 3 clusters Score -2619190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2619188.250000 Penalty: 3148.318359
	Iteration 34Q: 3 clusters Score -2619188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2619192.500000 Penalty: 3148.318359
	Iteration 35Q: 3 clusters Score -2619192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2619197.500000 Penalty: 3148.318359
	Iteration 36Q: 3 clusters Score -2619198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2619202.250000 Penalty: 3148.318359
	Iteration 37Q: 3 clusters Score -2619202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2619200.500000 Penalty: 3148.318359
	Iteration 38Q: 3 clusters Score -2619200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2619208.500000 Penalty: 3148.318359
	Iteration 39Q: 3 clusters Score -2619208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2619204.250000 Penalty: 3148.318359
	Iteration 40F: 3 clusters Score -2619204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2619220.750000 Penalty: 3148.318359
	Iteration 41Q: 3 clusters Score -2619221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2619228.000000 Penalty: 3148.318359
	Iteration 42Q: 3 clusters Score -2619228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2619240.000000 Penalty: 3148.318359
	Iteration 43Q: 3 clusters Score -2619240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2619236.250000 Penalty: 3148.318359
	Iteration 44Q: 3 clusters Score -2619236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2619241.000000 Penalty: 3148.318359
	Iteration 45Q: 3 clusters Score -2619241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2619243.000000 Penalty: 3148.318359
	Iteration 46Q: 3 clusters Score -2619243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2619245.000000 Penalty: 3148.318359
	Iteration 47Q: 3 clusters Score -2619245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2619241.250000 Penalty: 3148.318359
	Iteration 48Q: 3 clusters Score -2619241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2619237.750000 Penalty: 3148.318359
	Iteration 49Q: 3 clusters Score -2619238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2619243.500000 Penalty: 3148.318359
	Iteration 50Q: 3 clusters Score -2619244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2619243.000000 Penalty: 3148.318359
	Iteration 51Q: 3 clusters Score -2619243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2619248.000000 Penalty: 3148.318359
	Iteration 52Q: 3 clusters Score -2619248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2619243.000000 Penalty: 3148.318359
	Iteration 53Q: 3 clusters Score -2619243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2619243.500000 Penalty: 3148.318359
	Iteration 54Q: 3 clusters Score -2619244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2619237.750000 Penalty: 3148.318359
	Iteration 55Q: 3 clusters Score -2619238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2619237.750000 Penalty: 3148.318359
	Iteration 56F: 3 clusters Score -2619238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 10597 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 265 members 
Mstep: Class 49 contains 5512 members 
Entering Unmasked Estep 
Score: -85923304.000000 Penalty: 106718.789062
Splitting cluster 34 changes total score from -85923568.000000 to -85923304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (58930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Entering Unmasked Estep 
Score: -7839634.500000 Penalty: 1784.917114
	Iteration 0F: 2 clusters Score -7839634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -7804089.500000 Penalty: 3569.834229
	Iteration 0F: 3 clusters Score -7804090 nChanged 27959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7819770.500000 Penalty: 3569.834229
	Iteration 1F: 3 clusters Score -7819770 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7820575.000000 Penalty: 3569.834229
	Iteration 2Q: 3 clusters Score -7820575 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -7821740.000000 Penalty: 3569.834229
	Iteration 3Q: 3 clusters Score -7821740 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -7823776.000000 Penalty: 3569.834229
	Iteration 4F: 3 clusters Score -7823776 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7826964.500000 Penalty: 3569.834229
	Iteration 5F: 3 clusters Score -7826964 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7831258.000000 Penalty: 3569.834229
	Iteration 6F: 3 clusters Score -7831258 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -7835238.000000 Penalty: 3569.834229
	Iteration 7F: 3 clusters Score -7835238 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7837436.000000 Penalty: 3569.834229
	Iteration 8F: 3 clusters Score -7837436 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -7838344.500000 Penalty: 3569.834229
	Iteration 9Q: 3 clusters Score -7838344 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -7838690.000000 Penalty: 3569.834229
	Iteration 10Q: 3 clusters Score -7838690 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -7838818.000000 Penalty: 3569.834229
	Iteration 11Q: 3 clusters Score -7838818 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -7838830.000000 Penalty: 3569.834229
	Iteration 12Q: 3 clusters Score -7838830 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7838817.500000 Penalty: 3569.834229
	Iteration 13Q: 3 clusters Score -7838818 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7838752.500000 Penalty: 3569.834229
	Iteration 14Q: 3 clusters Score -7838752 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -7838685.500000 Penalty: 3569.834229
	Iteration 15Q: 3 clusters Score -7838686 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -7838618.500000 Penalty: 3569.834229
	Iteration 16Q: 3 clusters Score -7838618 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -7838577.000000 Penalty: 3569.834229
	Iteration 17Q: 3 clusters Score -7838577 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7838512.000000 Penalty: 3569.834229
	Iteration 18Q: 3 clusters Score -7838512 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -7838477.500000 Penalty: 3569.834229
	Iteration 19Q: 3 clusters Score -7838478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -7838438.000000 Penalty: 3569.834229
	Iteration 20F: 3 clusters Score -7838438 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -7838448.000000 Penalty: 3569.834229
	Iteration 21Q: 3 clusters Score -7838448 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -7838421.000000 Penalty: 3569.834229
	Iteration 22Q: 3 clusters Score -7838421 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7838404.500000 Penalty: 3569.834229
	Iteration 23Q: 3 clusters Score -7838404 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7838392.500000 Penalty: 3569.834229
	Iteration 24Q: 3 clusters Score -7838392 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7838413.000000 Penalty: 3569.834229
	Iteration 25Q: 3 clusters Score -7838413 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -7838438.500000 Penalty: 3569.834229
	Iteration 26Q: 3 clusters Score -7838438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -7838421.500000 Penalty: 3569.834229
	Iteration 27Q: 3 clusters Score -7838422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -7838441.500000 Penalty: 3569.834229
	Iteration 28Q: 3 clusters Score -7838442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7838434.000000 Penalty: 3569.834229
	Iteration 29Q: 3 clusters Score -7838434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -7838424.000000 Penalty: 3569.834229
	Iteration 30Q: 3 clusters Score -7838424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -7838424.500000 Penalty: 3569.834229
	Iteration 31Q: 3 clusters Score -7838424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7838431.500000 Penalty: 3569.834229
	Iteration 32Q: 3 clusters Score -7838432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -7838440.000000 Penalty: 3569.834229
	Iteration 33Q: 3 clusters Score -7838440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7838443.000000 Penalty: 3569.834229
	Iteration 34Q: 3 clusters Score -7838443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7838442.500000 Penalty: 3569.834229
	Iteration 35Q: 3 clusters Score -7838442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -7838462.500000 Penalty: 3569.834229
	Iteration 36Q: 3 clusters Score -7838462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -7838469.500000 Penalty: 3569.834229
	Iteration 37Q: 3 clusters Score -7838470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -7838476.000000 Penalty: 3569.834229
	Iteration 38Q: 3 clusters Score -7838476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -7838479.000000 Penalty: 3569.834229
	Iteration 39Q: 3 clusters Score -7838479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -7838478.500000 Penalty: 3569.834229
	Iteration 40F: 3 clusters Score -7838478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7838484.500000 Penalty: 3569.834229
	Iteration 41Q: 3 clusters Score -7838484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7838484.000000 Penalty: 3569.834229
	Iteration 42Q: 3 clusters Score -7838484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7838482.000000 Penalty: 3569.834229
	Iteration 43Q: 3 clusters Score -7838482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7838474.500000 Penalty: 3569.834229
	Iteration 44Q: 3 clusters Score -7838474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -7838477.000000 Penalty: 3569.834229
	Iteration 45Q: 3 clusters Score -7838477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -7838467.500000 Penalty: 3569.834229
	Iteration 46Q: 3 clusters Score -7838468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -7838468.000000 Penalty: 3569.834229
	Iteration 47Q: 3 clusters Score -7838468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -7838469.500000 Penalty: 3569.834229
	Iteration 48Q: 3 clusters Score -7838470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7838463.500000 Penalty: 3569.834229
	Iteration 49Q: 3 clusters Score -7838464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7838467.500000 Penalty: 3569.834229
	Iteration 50Q: 3 clusters Score -7838468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7838468.500000 Penalty: 3569.834229
	Iteration 51Q: 3 clusters Score -7838468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7838465.500000 Penalty: 3569.834229
	Iteration 52Q: 3 clusters Score -7838466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7838462.000000 Penalty: 3569.834229
	Iteration 53Q: 3 clusters Score -7838462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -7838461.000000 Penalty: 3569.834229
	Iteration 54Q: 3 clusters Score -7838461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7838459.000000 Penalty: 3569.834229
	Iteration 55Q: 3 clusters Score -7838459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -7838468.000000 Penalty: 3569.834229
	Iteration 56Q: 3 clusters Score -7838468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7838467.000000 Penalty: 3569.834229
	Iteration 57Q: 3 clusters Score -7838467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -7838467.500000 Penalty: 3569.834229
	Iteration 58Q: 3 clusters Score -7838468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7838474.000000 Penalty: 3569.834229
	Iteration 59Q: 3 clusters Score -7838474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7838481.500000 Penalty: 3569.834229
	Iteration 60F: 3 clusters Score -7838482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7838470.000000 Penalty: 3569.834229
	Iteration 61Q: 3 clusters Score -7838470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7838468.000000 Penalty: 3569.834229
	Iteration 62Q: 3 clusters Score -7838468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -7838468.500000 Penalty: 3569.834229
	Iteration 63Q: 3 clusters Score -7838468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7838470.500000 Penalty: 3569.834229
	Iteration 64Q: 3 clusters Score -7838470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7838467.000000 Penalty: 3569.834229
	Iteration 65Q: 3 clusters Score -7838467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7838464.000000 Penalty: 3569.834229
	Iteration 66Q: 3 clusters Score -7838464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7838464.000000 Penalty: 3569.834229
	Iteration 67F: 3 clusters Score -7838464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20616.171875 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20616.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20807.417969 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20807.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20976.943359 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20976.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21120.462891 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -21120.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21181.595703 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21229.886719 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21229.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21233.904297 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21233.904297 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -21233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -606970.500000 Penalty: 1371.866333
	Iteration 0F: 2 clusters Score -606970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -603244.500000 Penalty: 2743.732666
	Iteration 0F: 3 clusters Score -603244.5 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -604257.687500 Penalty: 2743.732666
	Iteration 1F: 3 clusters Score -604257.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -604483.625000 Penalty: 2743.732666
	Iteration 2F: 3 clusters Score -604483.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -604642.062500 Penalty: 2743.732666
	Iteration 3F: 3 clusters Score -604642.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -604770.687500 Penalty: 2743.732666
	Iteration 4Q: 3 clusters Score -604770.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -604890.125000 Penalty: 2743.732666
	Iteration 5Q: 3 clusters Score -604890.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -605002.187500 Penalty: 2743.732666
	Iteration 6Q: 3 clusters Score -605002.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -605121.375000 Penalty: 2743.732666
	Iteration 7Q: 3 clusters Score -605121.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -605231.625000 Penalty: 2743.732666
	Iteration 8Q: 3 clusters Score -605231.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -605344.937500 Penalty: 2743.732666
	Iteration 9Q: 3 clusters Score -605344.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -605462.500000 Penalty: 2743.732666
	Iteration 10Q: 3 clusters Score -605462.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -605586.125000 Penalty: 2743.732666
	Iteration 11Q: 3 clusters Score -605586.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -605709.187500 Penalty: 2743.732666
	Iteration 12Q: 3 clusters Score -605709.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -605808.375000 Penalty: 2743.732666
	Iteration 13Q: 3 clusters Score -605808.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -605883.187500 Penalty: 2743.732666
	Iteration 14Q: 3 clusters Score -605883.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -605943.625000 Penalty: 2743.732666
	Iteration 15Q: 3 clusters Score -605943.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -605978.437500 Penalty: 2743.732666
	Iteration 16Q: 3 clusters Score -605978.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -605998.562500 Penalty: 2743.732666
	Iteration 17Q: 3 clusters Score -605998.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -606008.875000 Penalty: 2743.732666
	Iteration 18Q: 3 clusters Score -606008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -606017.625000 Penalty: 2743.732666
	Iteration 19Q: 3 clusters Score -606017.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -606026.750000 Penalty: 2743.732666
	Iteration 20F: 3 clusters Score -606026.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -606034.562500 Penalty: 2743.732666
	Iteration 21Q: 3 clusters Score -606034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -606040.062500 Penalty: 2743.732666
	Iteration 22Q: 3 clusters Score -606040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -606044.000000 Penalty: 2743.732666
	Iteration 23Q: 3 clusters Score -606044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -606044.625000 Penalty: 2743.732666
	Iteration 24Q: 3 clusters Score -606044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -606047.437500 Penalty: 2743.732666
	Iteration 25Q: 3 clusters Score -606047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -606050.375000 Penalty: 2743.732666
	Iteration 26Q: 3 clusters Score -606050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -606052.625000 Penalty: 2743.732666
	Iteration 27Q: 3 clusters Score -606052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -606054.187500 Penalty: 2743.732666
	Iteration 28Q: 3 clusters Score -606054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -606055.687500 Penalty: 2743.732666
	Iteration 29Q: 3 clusters Score -606055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -606057.250000 Penalty: 2743.732666
	Iteration 30Q: 3 clusters Score -606057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -606061.125000 Penalty: 2743.732666
	Iteration 31Q: 3 clusters Score -606061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -606063.375000 Penalty: 2743.732666
	Iteration 32Q: 3 clusters Score -606063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -606067.875000 Penalty: 2743.732666
	Iteration 33Q: 3 clusters Score -606067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -606070.687500 Penalty: 2743.732666
	Iteration 34Q: 3 clusters Score -606070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -606072.562500 Penalty: 2743.732666
	Iteration 35Q: 3 clusters Score -606072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -606076.125000 Penalty: 2743.732666
	Iteration 36Q: 3 clusters Score -606076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -606081.562500 Penalty: 2743.732666
	Iteration 37Q: 3 clusters Score -606081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -606084.875000 Penalty: 2743.732666
	Iteration 38Q: 3 clusters Score -606084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -606087.312500 Penalty: 2743.732666
	Iteration 39Q: 3 clusters Score -606087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -606091.937500 Penalty: 2743.732666
	Iteration 40F: 3 clusters Score -606091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -606094.562500 Penalty: 2743.732666
	Iteration 41Q: 3 clusters Score -606094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -606095.875000 Penalty: 2743.732666
	Iteration 42Q: 3 clusters Score -606095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -606096.500000 Penalty: 2743.732666
	Iteration 43Q: 3 clusters Score -606096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -606099.250000 Penalty: 2743.732666
	Iteration 44Q: 3 clusters Score -606099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -606099.125000 Penalty: 2743.732666
	Iteration 45Q: 3 clusters Score -606099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -606099.125000 Penalty: 2743.732666
	Iteration 46F: 3 clusters Score -606099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214966.828125 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -213313.281250 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213313.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213640.484375 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213640.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -213707.046875 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213747.031250 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213781.546875 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -213799.031250 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -213810.640625 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -213820.640625 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213820.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213830.093750 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213836.640625 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -213840.015625 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213845.968750 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -213853.250000 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -213860.171875 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213863.765625 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213866.718750 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213869.390625 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213871.812500 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213872.468750 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -213873.250000 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213873.312500 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -271669.687500 Penalty: 1217.483032
	Iteration 0F: 2 clusters Score -271669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -269720.375000 Penalty: 2434.966064
	Iteration 0F: 3 clusters Score -269720.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -270376.843750 Penalty: 2434.966064
	Iteration 1F: 3 clusters Score -270376.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -270783.718750 Penalty: 2434.966064
	Iteration 2F: 3 clusters Score -270783.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -270987.312500 Penalty: 2434.966064
	Iteration 3F: 3 clusters Score -270987.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -271169.250000 Penalty: 2434.966064
	Iteration 4F: 3 clusters Score -271169.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -271306.031250 Penalty: 2434.966064
	Iteration 5F: 3 clusters Score -271306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -271414.062500 Penalty: 2434.966064
	Iteration 6Q: 3 clusters Score -271414.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -271481.406250 Penalty: 2434.966064
	Iteration 7Q: 3 clusters Score -271481.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -271534.843750 Penalty: 2434.966064
	Iteration 8Q: 3 clusters Score -271534.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271567.968750 Penalty: 2434.966064
	Iteration 9Q: 3 clusters Score -271568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -271587.468750 Penalty: 2434.966064
	Iteration 10Q: 3 clusters Score -271587.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271603.906250 Penalty: 2434.966064
	Iteration 11Q: 3 clusters Score -271603.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -271618.187500 Penalty: 2434.966064
	Iteration 12Q: 3 clusters Score -271618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -271627.500000 Penalty: 2434.966064
	Iteration 13Q: 3 clusters Score -271627.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271638.250000 Penalty: 2434.966064
	Iteration 14Q: 3 clusters Score -271638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -271642.343750 Penalty: 2434.966064
	Iteration 15Q: 3 clusters Score -271642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -271644.312500 Penalty: 2434.966064
	Iteration 16Q: 3 clusters Score -271644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -271649.687500 Penalty: 2434.966064
	Iteration 17Q: 3 clusters Score -271649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271651.375000 Penalty: 2434.966064
	Iteration 18Q: 3 clusters Score -271651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -271652.687500 Penalty: 2434.966064
	Iteration 19Q: 3 clusters Score -271652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -271652.906250 Penalty: 2434.966064
	Iteration 20F: 3 clusters Score -271652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (27773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Entering Unmasked Estep 
Score: -3612098.750000 Penalty: 1662.670654
	Iteration 0F: 2 clusters Score -3612099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3593243.000000 Penalty: 3325.341309
	Iteration 0F: 3 clusters Score -3593243 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3600495.500000 Penalty: 3325.341309
	Iteration 1F: 3 clusters Score -3600496 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3601251.500000 Penalty: 3325.341309
	Iteration 2F: 3 clusters Score -3601252 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3602136.500000 Penalty: 3325.341309
	Iteration 3F: 3 clusters Score -3602136 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3603087.500000 Penalty: 3325.341309
	Iteration 4F: 3 clusters Score -3603088 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3604087.000000 Penalty: 3325.341309
	Iteration 5F: 3 clusters Score -3604087 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3605248.750000 Penalty: 3325.341309
	Iteration 6F: 3 clusters Score -3605249 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3606416.250000 Penalty: 3325.341309
	Iteration 7F: 3 clusters Score -3606416 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3607596.750000 Penalty: 3325.341309
	Iteration 8F: 3 clusters Score -3607597 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3608644.500000 Penalty: 3325.341309
	Iteration 9Q: 3 clusters Score -3608644 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3609362.000000 Penalty: 3325.341309
	Iteration 10Q: 3 clusters Score -3609362 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3609768.000000 Penalty: 3325.341309
	Iteration 11Q: 3 clusters Score -3609768 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3609988.250000 Penalty: 3325.341309
	Iteration 12Q: 3 clusters Score -3609988 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3610117.250000 Penalty: 3325.341309
	Iteration 13Q: 3 clusters Score -3610117 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3610235.250000 Penalty: 3325.341309
	Iteration 14Q: 3 clusters Score -3610235 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3610334.000000 Penalty: 3325.341309
	Iteration 15Q: 3 clusters Score -3610334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3610436.500000 Penalty: 3325.341309
	Iteration 16Q: 3 clusters Score -3610436 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3610507.750000 Penalty: 3325.341309
	Iteration 17Q: 3 clusters Score -3610508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3610568.750000 Penalty: 3325.341309
	Iteration 18Q: 3 clusters Score -3610569 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3610619.500000 Penalty: 3325.341309
	Iteration 19Q: 3 clusters Score -3610620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3610670.750000 Penalty: 3325.341309
	Iteration 20F: 3 clusters Score -3610671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3610715.250000 Penalty: 3325.341309
	Iteration 21Q: 3 clusters Score -3610715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3610739.000000 Penalty: 3325.341309
	Iteration 22Q: 3 clusters Score -3610739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3610771.750000 Penalty: 3325.341309
	Iteration 23Q: 3 clusters Score -3610772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3610787.500000 Penalty: 3325.341309
	Iteration 24Q: 3 clusters Score -3610788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3610802.250000 Penalty: 3325.341309
	Iteration 25Q: 3 clusters Score -3610802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3610817.000000 Penalty: 3325.341309
	Iteration 26Q: 3 clusters Score -3610817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3610854.000000 Penalty: 3325.341309
	Iteration 27Q: 3 clusters Score -3610854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3610875.500000 Penalty: 3325.341309
	Iteration 28Q: 3 clusters Score -3610876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3610882.000000 Penalty: 3325.341309
	Iteration 29Q: 3 clusters Score -3610882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3610883.250000 Penalty: 3325.341309
	Iteration 30Q: 3 clusters Score -3610883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3610882.500000 Penalty: 3325.341309
	Iteration 31Q: 3 clusters Score -3610882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3610891.000000 Penalty: 3325.341309
	Iteration 32Q: 3 clusters Score -3610891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3610909.250000 Penalty: 3325.341309
	Iteration 33Q: 3 clusters Score -3610909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3610904.000000 Penalty: 3325.341309
	Iteration 34Q: 3 clusters Score -3610904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3610914.500000 Penalty: 3325.341309
	Iteration 35Q: 3 clusters Score -3610914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3610919.000000 Penalty: 3325.341309
	Iteration 36Q: 3 clusters Score -3610919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3610928.000000 Penalty: 3325.341309
	Iteration 37Q: 3 clusters Score -3610928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3610932.500000 Penalty: 3325.341309
	Iteration 38Q: 3 clusters Score -3610932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3610934.250000 Penalty: 3325.341309
	Iteration 39Q: 3 clusters Score -3610934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3610934.500000 Penalty: 3325.341309
	Iteration 40F: 3 clusters Score -3610934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3610942.000000 Penalty: 3325.341309
	Iteration 41Q: 3 clusters Score -3610942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3610940.750000 Penalty: 3325.341309
	Iteration 42Q: 3 clusters Score -3610941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3610954.750000 Penalty: 3325.341309
	Iteration 43Q: 3 clusters Score -3610955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3610955.500000 Penalty: 3325.341309
	Iteration 44Q: 3 clusters Score -3610956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3610963.250000 Penalty: 3325.341309
	Iteration 45Q: 3 clusters Score -3610963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3610976.000000 Penalty: 3325.341309
	Iteration 46Q: 3 clusters Score -3610976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3610987.250000 Penalty: 3325.341309
	Iteration 47Q: 3 clusters Score -3610987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3610997.250000 Penalty: 3325.341309
	Iteration 48Q: 3 clusters Score -3610997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3611001.000000 Penalty: 3325.341309
	Iteration 49Q: 3 clusters Score -3611001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3611006.750000 Penalty: 3325.341309
	Iteration 50Q: 3 clusters Score -3611007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3611016.000000 Penalty: 3325.341309
	Iteration 51Q: 3 clusters Score -3611016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3611020.000000 Penalty: 3325.341309
	Iteration 52Q: 3 clusters Score -3611020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3611017.000000 Penalty: 3325.341309
	Iteration 53Q: 3 clusters Score -3611017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3611027.250000 Penalty: 3325.341309
	Iteration 54Q: 3 clusters Score -3611027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3611035.750000 Penalty: 3325.341309
	Iteration 55Q: 3 clusters Score -3611036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3611037.750000 Penalty: 3325.341309
	Iteration 56Q: 3 clusters Score -3611038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3611035.250000 Penalty: 3325.341309
	Iteration 57Q: 3 clusters Score -3611035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3611034.250000 Penalty: 3325.341309
	Iteration 58Q: 3 clusters Score -3611034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3611041.000000 Penalty: 3325.341309
	Iteration 59Q: 3 clusters Score -3611041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3611039.500000 Penalty: 3325.341309
	Iteration 60F: 3 clusters Score -3611040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3611040.500000 Penalty: 3325.341309
	Iteration 61Q: 3 clusters Score -3611040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3611039.500000 Penalty: 3325.341309
	Iteration 62Q: 3 clusters Score -3611040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3611041.500000 Penalty: 3325.341309
	Iteration 63Q: 3 clusters Score -3611042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3611042.750000 Penalty: 3325.341309
	Iteration 64Q: 3 clusters Score -3611043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3611044.000000 Penalty: 3325.341309
	Iteration 65Q: 3 clusters Score -3611044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3611044.000000 Penalty: 3325.341309
	Iteration 66F: 3 clusters Score -3611044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (82455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Entering Unmasked Estep 
Score: -10918664.000000 Penalty: 1839.501343
	Iteration 0F: 2 clusters Score -1.091866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -10868631.000000 Penalty: 3679.002686
	Iteration 0F: 3 clusters Score -1.086863e+07 nChanged 39253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -10892069.000000 Penalty: 3679.002686
	Iteration 1F: 3 clusters Score -1.089207e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -10893757.000000 Penalty: 3679.002686
	Iteration 2Q: 3 clusters Score -1.089376e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -10896598.000000 Penalty: 3679.002686
	Iteration 3F: 3 clusters Score -1.08966e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -10900422.000000 Penalty: 3679.002686
	Iteration 4F: 3 clusters Score -1.090042e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -10905625.000000 Penalty: 3679.002686
	Iteration 5F: 3 clusters Score -1.090562e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -10910521.000000 Penalty: 3679.002686
	Iteration 6F: 3 clusters Score -1.091052e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -10913753.000000 Penalty: 3679.002686
	Iteration 7F: 3 clusters Score -1.091375e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -10915260.000000 Penalty: 3679.002686
	Iteration 8Q: 3 clusters Score -1.091526e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -10916017.000000 Penalty: 3679.002686
	Iteration 9Q: 3 clusters Score -1.091602e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -10916515.000000 Penalty: 3679.002686
	Iteration 10Q: 3 clusters Score -1.091652e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -10916935.000000 Penalty: 3679.002686
	Iteration 11Q: 3 clusters Score -1.091694e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -10917175.000000 Penalty: 3679.002686
	Iteration 12Q: 3 clusters Score -1.091718e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -10917361.000000 Penalty: 3679.002686
	Iteration 13Q: 3 clusters Score -1.091736e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -10917537.000000 Penalty: 3679.002686
	Iteration 14Q: 3 clusters Score -1.091754e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -10917613.000000 Penalty: 3679.002686
	Iteration 15Q: 3 clusters Score -1.091761e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -10917690.000000 Penalty: 3679.002686
	Iteration 16Q: 3 clusters Score -1.091769e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -10917799.000000 Penalty: 3679.002686
	Iteration 17Q: 3 clusters Score -1.09178e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -10917859.000000 Penalty: 3679.002686
	Iteration 18Q: 3 clusters Score -1.091786e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -10917856.000000 Penalty: 3679.002686
	Iteration 19Q: 3 clusters Score -1.091786e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -10917878.000000 Penalty: 3679.002686
	Iteration 20F: 3 clusters Score -1.091788e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -10917865.000000 Penalty: 3679.002686
	Iteration 21Q: 3 clusters Score -1.091786e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -10917877.000000 Penalty: 3679.002686
	Iteration 22Q: 3 clusters Score -1.091788e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10917888.000000 Penalty: 3679.002686
	Iteration 23Q: 3 clusters Score -1.091789e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -10917877.000000 Penalty: 3679.002686
	Iteration 24Q: 3 clusters Score -1.091788e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -10917882.000000 Penalty: 3679.002686
	Iteration 25Q: 3 clusters Score -1.091788e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -10917898.000000 Penalty: 3679.002686
	Iteration 26Q: 3 clusters Score -1.09179e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10917898.000000 Penalty: 3679.002686
	Iteration 27Q: 3 clusters Score -1.09179e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -10917893.000000 Penalty: 3679.002686
	Iteration 28Q: 3 clusters Score -1.091789e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10917890.000000 Penalty: 3679.002686
	Iteration 29Q: 3 clusters Score -1.091789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10917890.000000 Penalty: 3679.002686
	Iteration 30Q: 3 clusters Score -1.091789e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -10917881.000000 Penalty: 3679.002686
	Iteration 31Q: 3 clusters Score -1.091788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -10917865.000000 Penalty: 3679.002686
	Iteration 32Q: 3 clusters Score -1.091786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -10917872.000000 Penalty: 3679.002686
	Iteration 33Q: 3 clusters Score -1.091787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -10917879.000000 Penalty: 3679.002686
	Iteration 34Q: 3 clusters Score -1.091788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -10917897.000000 Penalty: 3679.002686
	Iteration 35Q: 3 clusters Score -1.09179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -10917893.000000 Penalty: 3679.002686
	Iteration 36Q: 3 clusters Score -1.091789e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -10917893.000000 Penalty: 3679.002686
	Iteration 37Q: 3 clusters Score -1.091789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -10917912.000000 Penalty: 3679.002686
	Iteration 38Q: 3 clusters Score -1.091791e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -10917925.000000 Penalty: 3679.002686
	Iteration 39Q: 3 clusters Score -1.091792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -10917939.000000 Penalty: 3679.002686
	Iteration 40F: 3 clusters Score -1.091794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -10917963.000000 Penalty: 3679.002686
	Iteration 41Q: 3 clusters Score -1.091796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -10917950.000000 Penalty: 3679.002686
	Iteration 42Q: 3 clusters Score -1.091795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10917947.000000 Penalty: 3679.002686
	Iteration 43Q: 3 clusters Score -1.091795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -10917951.000000 Penalty: 3679.002686
	Iteration 44Q: 3 clusters Score -1.091795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -10917955.000000 Penalty: 3679.002686
	Iteration 45Q: 3 clusters Score -1.091796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -10917967.000000 Penalty: 3679.002686
	Iteration 46Q: 3 clusters Score -1.091797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -10917967.000000 Penalty: 3679.002686
	Iteration 47Q: 3 clusters Score -1.091797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -10917980.000000 Penalty: 3679.002686
	Iteration 48Q: 3 clusters Score -1.091798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10917983.000000 Penalty: 3679.002686
	Iteration 49Q: 3 clusters Score -1.091798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10917984.000000 Penalty: 3679.002686
	Iteration 50Q: 3 clusters Score -1.091798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -10917995.000000 Penalty: 3679.002686
	Iteration 51Q: 3 clusters Score -1.0918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -10918003.000000 Penalty: 3679.002686
	Iteration 52Q: 3 clusters Score -1.0918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10918012.000000 Penalty: 3679.002686
	Iteration 53Q: 3 clusters Score -1.091801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -10918009.000000 Penalty: 3679.002686
	Iteration 54Q: 3 clusters Score -1.091801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -10917994.000000 Penalty: 3679.002686
	Iteration 55Q: 3 clusters Score -1.091799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10917999.000000 Penalty: 3679.002686
	Iteration 56Q: 3 clusters Score -1.0918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -10917998.000000 Penalty: 3679.002686
	Iteration 57Q: 3 clusters Score -1.0918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -10918004.000000 Penalty: 3679.002686
	Iteration 58Q: 3 clusters Score -1.0918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -10918006.000000 Penalty: 3679.002686
	Iteration 59Q: 3 clusters Score -1.091801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -10918013.000000 Penalty: 3679.002686
	Iteration 60F: 3 clusters Score -1.091801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -10918016.000000 Penalty: 3679.002686
	Iteration 61Q: 3 clusters Score -1.091802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10918019.000000 Penalty: 3679.002686
	Iteration 62Q: 3 clusters Score -1.091802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -10918016.000000 Penalty: 3679.002686
	Iteration 63Q: 3 clusters Score -1.091802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -10918013.000000 Penalty: 3679.002686
	Iteration 64Q: 3 clusters Score -1.091801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10918023.000000 Penalty: 3679.002686
	Iteration 65Q: 3 clusters Score -1.091802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -10918028.000000 Penalty: 3679.002686
	Iteration 66Q: 3 clusters Score -1.091803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -10918031.000000 Penalty: 3679.002686
	Iteration 67Q: 3 clusters Score -1.091803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -10918027.000000 Penalty: 3679.002686
	Iteration 68Q: 3 clusters Score -1.091803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10918028.000000 Penalty: 3679.002686
	Iteration 69Q: 3 clusters Score -1.091803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10918028.000000 Penalty: 3679.002686
	Iteration 70F: 3 clusters Score -1.091803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -32602.417969 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -32602.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31799.009766 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -31799.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31993.671875 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -31993.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32044.423828 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -32044.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32070.000000 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -32070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32083.078125 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -32083.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32085.931641 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -32085.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32085.931641 Penalty: 1861.225464
	Iteration 6F: 3 clusters Score -32085.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41745.394531 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41745.39 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42040.062500 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42040.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42163.652344 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42163.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42219.160156 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42219.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42243.304688 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42256.402344 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42275.496094 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -42289.753906 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42289.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42296.191406 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42296.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42297.648438 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42297.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42304.488281 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42304.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42306.816406 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42306.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42307.945312 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42307.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42307.945312 Penalty: 2054.249756
	Iteration 13F: 3 clusters Score -42307.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (98022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Entering Unmasked Estep 
Score: -13098535.000000 Penalty: 1867.604004
	Iteration 0F: 2 clusters Score -1.309854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -13054895.000000 Penalty: 3735.208008
	Iteration 0F: 3 clusters Score -1.30549e+07 nChanged 46750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -13082241.000000 Penalty: 3735.208008
	Iteration 1F: 3 clusters Score -1.308224e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -13083311.000000 Penalty: 3735.208008
	Iteration 2Q: 3 clusters Score -1.308331e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -13084895.000000 Penalty: 3735.208008
	Iteration 3Q: 3 clusters Score -1.30849e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -13087303.000000 Penalty: 3735.208008
	Iteration 4F: 3 clusters Score -1.30873e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -13090574.000000 Penalty: 3735.208008
	Iteration 5F: 3 clusters Score -1.309057e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -13094835.000000 Penalty: 3735.208008
	Iteration 6F: 3 clusters Score -1.309484e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -13098973.000000 Penalty: 3735.208008
	Iteration 7F: 3 clusters Score -1.309897e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -13101903.000000 Penalty: 3735.208008
	Iteration 8F: 3 clusters Score -1.31019e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -13103541.000000 Penalty: 3735.208008
	Iteration 9Q: 3 clusters Score -1.310354e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -13104405.000000 Penalty: 3735.208008
	Iteration 10Q: 3 clusters Score -1.31044e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -13105025.000000 Penalty: 3735.208008
	Iteration 11Q: 3 clusters Score -1.310502e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -13105659.000000 Penalty: 3735.208008
	Iteration 12Q: 3 clusters Score -1.310566e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -13106312.000000 Penalty: 3735.208008
	Iteration 13Q: 3 clusters Score -1.310631e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -13106913.000000 Penalty: 3735.208008
	Iteration 14Q: 3 clusters Score -1.310691e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -13107431.000000 Penalty: 3735.208008
	Iteration 15Q: 3 clusters Score -1.310743e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -13107951.000000 Penalty: 3735.208008
	Iteration 16Q: 3 clusters Score -1.310795e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -13108321.000000 Penalty: 3735.208008
	Iteration 17Q: 3 clusters Score -1.310832e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -13108657.000000 Penalty: 3735.208008
	Iteration 18Q: 3 clusters Score -1.310866e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -13108977.000000 Penalty: 3735.208008
	Iteration 19Q: 3 clusters Score -1.310898e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -13109156.000000 Penalty: 3735.208008
	Iteration 20F: 3 clusters Score -1.310916e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -13109380.000000 Penalty: 3735.208008
	Iteration 21Q: 3 clusters Score -1.310938e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -13109509.000000 Penalty: 3735.208008
	Iteration 22Q: 3 clusters Score -1.310951e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -13109443.000000 Penalty: 3735.208008
	Iteration 23Q: 3 clusters Score -1.310944e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -13109303.000000 Penalty: 3735.208008
	Iteration 24Q: 3 clusters Score -1.31093e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -13108978.000000 Penalty: 3735.208008
	Iteration 25Q: 3 clusters Score -1.310898e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -13108487.000000 Penalty: 3735.208008
	Iteration 26Q: 3 clusters Score -1.310849e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -13107672.000000 Penalty: 3735.208008
	Iteration 27Q: 3 clusters Score -1.310767e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -13106595.000000 Penalty: 3735.208008
	Iteration 28Q: 3 clusters Score -1.31066e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -13105664.000000 Penalty: 3735.208008
	Iteration 29Q: 3 clusters Score -1.310566e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -13103457.000000 Penalty: 3735.208008
	Iteration 30Q: 3 clusters Score -1.310346e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -13101260.000000 Penalty: 3735.208008
	Iteration 31Q: 3 clusters Score -1.310126e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -13099518.000000 Penalty: 3735.208008
	Iteration 32Q: 3 clusters Score -1.309952e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -13098565.000000 Penalty: 3735.208008
	Iteration 33Q: 3 clusters Score -1.309856e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -13097868.000000 Penalty: 3735.208008
	Iteration 34Q: 3 clusters Score -1.309787e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -13097452.000000 Penalty: 3735.208008
	Iteration 35Q: 3 clusters Score -1.309745e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -13097272.000000 Penalty: 3735.208008
	Iteration 36Q: 3 clusters Score -1.309727e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -13097062.000000 Penalty: 3735.208008
	Iteration 37Q: 3 clusters Score -1.309706e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93766 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -13096827.000000 Penalty: 3735.208008
	Iteration 38Q: 3 clusters Score -1.309683e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -13096766.000000 Penalty: 3735.208008
	Iteration 39Q: 3 clusters Score -1.309677e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -13099602.000000 Penalty: 3735.208008
	Iteration 40F: 3 clusters Score -1.30996e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13097693.000000 Penalty: 3735.208008
	Iteration 41Q: 3 clusters Score -1.309769e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13097153.000000 Penalty: 3735.208008
	Iteration 42Q: 3 clusters Score -1.309715e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13097073.000000 Penalty: 3735.208008
	Iteration 43Q: 3 clusters Score -1.309707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13097077.000000 Penalty: 3735.208008
	Iteration 44Q: 3 clusters Score -1.309708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13097080.000000 Penalty: 3735.208008
	Iteration 45Q: 3 clusters Score -1.309708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13097071.000000 Penalty: 3735.208008
	Iteration 46Q: 3 clusters Score -1.309707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13097083.000000 Penalty: 3735.208008
	Iteration 47Q: 3 clusters Score -1.309708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13097094.000000 Penalty: 3735.208008
	Iteration 48Q: 3 clusters Score -1.309709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13097109.000000 Penalty: 3735.208008
	Iteration 49Q: 3 clusters Score -1.309711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13097105.000000 Penalty: 3735.208008
	Iteration 50Q: 3 clusters Score -1.30971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13097110.000000 Penalty: 3735.208008
	Iteration 51Q: 3 clusters Score -1.309711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13097109.000000 Penalty: 3735.208008
	Iteration 52Q: 3 clusters Score -1.309711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13097115.000000 Penalty: 3735.208008
	Iteration 53Q: 3 clusters Score -1.309712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13097135.000000 Penalty: 3735.208008
	Iteration 54Q: 3 clusters Score -1.309714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13097136.000000 Penalty: 3735.208008
	Iteration 55Q: 3 clusters Score -1.309714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13097141.000000 Penalty: 3735.208008
	Iteration 56Q: 3 clusters Score -1.309714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13097141.000000 Penalty: 3735.208008
	Iteration 57F: 3 clusters Score -1.309714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Entering Unmasked Estep 
Score: -930976.000000 Penalty: 1439.461792
	Iteration 0F: 2 clusters Score -930976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -925711.062500 Penalty: 2878.923584
	Iteration 0F: 3 clusters Score -925711.1 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -927297.625000 Penalty: 2878.923584
	Iteration 1F: 3 clusters Score -927297.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -927562.937500 Penalty: 2878.923584
	Iteration 2F: 3 clusters Score -927562.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -927783.187500 Penalty: 2878.923584
	Iteration 3F: 3 clusters Score -927783.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -928009.500000 Penalty: 2878.923584
	Iteration 4F: 3 clusters Score -928009.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -928244.562500 Penalty: 2878.923584
	Iteration 5Q: 3 clusters Score -928244.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -928516.187500 Penalty: 2878.923584
	Iteration 6F: 3 clusters Score -928516.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -928814.875000 Penalty: 2878.923584
	Iteration 7F: 3 clusters Score -928814.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -929089.187500 Penalty: 2878.923584
	Iteration 8Q: 3 clusters Score -929089.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -929269.312500 Penalty: 2878.923584
	Iteration 9Q: 3 clusters Score -929269.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -929400.250000 Penalty: 2878.923584
	Iteration 10Q: 3 clusters Score -929400.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -929493.625000 Penalty: 2878.923584
	Iteration 11Q: 3 clusters Score -929493.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -929579.000000 Penalty: 2878.923584
	Iteration 12Q: 3 clusters Score -929579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -929629.437500 Penalty: 2878.923584
	Iteration 13Q: 3 clusters Score -929629.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -929657.187500 Penalty: 2878.923584
	Iteration 14Q: 3 clusters Score -929657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -929678.500000 Penalty: 2878.923584
	Iteration 15Q: 3 clusters Score -929678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -929686.375000 Penalty: 2878.923584
	Iteration 16Q: 3 clusters Score -929686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -929693.125000 Penalty: 2878.923584
	Iteration 17Q: 3 clusters Score -929693.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -929700.312500 Penalty: 2878.923584
	Iteration 18Q: 3 clusters Score -929700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -929704.687500 Penalty: 2878.923584
	Iteration 19Q: 3 clusters Score -929704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -929709.875000 Penalty: 2878.923584
	Iteration 20F: 3 clusters Score -929709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -929714.562500 Penalty: 2878.923584
	Iteration 21Q: 3 clusters Score -929714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -929715.062500 Penalty: 2878.923584
	Iteration 22Q: 3 clusters Score -929715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -929715.187500 Penalty: 2878.923584
	Iteration 23Q: 3 clusters Score -929715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -929715.937500 Penalty: 2878.923584
	Iteration 24Q: 3 clusters Score -929715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -929715.937500 Penalty: 2878.923584
	Iteration 25F: 3 clusters Score -929715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7184.152344 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7184.152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7266.423828 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7266.424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7277.162109 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -7277.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7278.042480 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7278.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7278.042480 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -7278.042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -22669.986328 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -22669.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21949.537109 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -21949.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22122.068359 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -22122.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22225.892578 Penalty: 1767.375732
	Iteration 2F: 3 clusters Score -22225.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22271.166016 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -22271.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22290.562500 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -22290.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22314.554688 Penalty: 1767.375732
	Iteration 5Q: 3 clusters Score -22314.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22316.636719 Penalty: 1767.375732
	Iteration 6Q: 3 clusters Score -22316.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22316.636719 Penalty: 1767.375732
	Iteration 7F: 3 clusters Score -22316.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 50981 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 68022 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21055 members 
Mstep: Class 19 contains 56111 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 64740 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12777 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 58930 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27773 members 
Mstep: Class 41 contains 82455 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98022 members 
Mstep: Class 45 contains 7032 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924392.000000 Penalty: 104540.851562
Iteration 159Q: 49 clusters Score -8.592439e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 7292 members 
Mstep: Class 5 contains 14789 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11422 members 
Mstep: Class 12 contains 50911 members 
Mstep: Class 13 contains 20290 members 
Mstep: Class 14 contains 67866 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21104 members 
Mstep: Class 19 contains 56019 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 64863 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 12923 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 16047 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 59110 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4550 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 27617 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97798 members 
Mstep: Class 45 contains 6863 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925616.000000 Penalty: 104540.851562
Iteration 160F: 49 clusters Score -8.592562e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 14694 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11391 members 
Mstep: Class 12 contains 50856 members 
Mstep: Class 13 contains 20378 members 
Mstep: Class 14 contains 67624 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21025 members 
Mstep: Class 19 contains 55513 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 64955 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 13086 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 16233 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 59298 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4468 members 
Mstep: Class 38 contains 1338 members 
Mstep: Class 39 contains 1788 members 
Mstep: Class 40 contains 27386 members 
Mstep: Class 41 contains 82744 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98292 members 
Mstep: Class 45 contains 6595 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925408.000000 Penalty: 104540.851562
Iteration 161Q: 49 clusters Score -8.592541e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11368 members 
Mstep: Class 12 contains 50738 members 
Mstep: Class 13 contains 20457 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20989 members 
Mstep: Class 19 contains 55154 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65048 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 13257 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 16428 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16108 members 
Mstep: Class 35 contains 59476 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4395 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1788 members 
Mstep: Class 40 contains 27173 members 
Mstep: Class 41 contains 82937 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98561 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925368.000000 Penalty: 104540.851562
Iteration 162Q: 49 clusters Score -8.592537e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 5 contains 14559 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11344 members 
Mstep: Class 12 contains 50612 members 
Mstep: Class 13 contains 20509 members 
Mstep: Class 14 contains 67189 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20977 members 
Mstep: Class 19 contains 54993 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65130 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 13449 members 
Mstep: Class 27 contains 1399 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 16649 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1594 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16109 members 
Mstep: Class 35 contains 59666 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4319 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1787 members 
Mstep: Class 40 contains 26940 members 
Mstep: Class 41 contains 83078 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98622 members 
Mstep: Class 45 contains 6127 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925216.000000 Penalty: 104540.851562
Iteration 163Q: 49 clusters Score -8.592522e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 14472 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 50509 members 
Mstep: Class 13 contains 20578 members 
Mstep: Class 14 contains 66939 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 54902 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65200 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 16868 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59776 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 26662 members 
Mstep: Class 41 contains 83216 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98647 members 
Mstep: Class 45 contains 5936 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925048.000000 Penalty: 104540.851562
Iteration 164Q: 49 clusters Score -8.592505e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 50376 members 
Mstep: Class 13 contains 20639 members 
Mstep: Class 14 contains 66667 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21062 members 
Mstep: Class 19 contains 55043 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65273 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 13986 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 17117 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1706 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59855 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4193 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 26326 members 
Mstep: Class 41 contains 83338 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98519 members 
Mstep: Class 45 contains 5764 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925360.000000 Penalty: 104540.851562
Iteration 165Q: 49 clusters Score -8.592536e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 14311 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 13 contains 20688 members 
Mstep: Class 14 contains 66338 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21117 members 
Mstep: Class 19 contains 55214 members 
Mstep: Class 20 contains 5063 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65341 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 14343 members 
Mstep: Class 27 contains 1311 members 
Mstep: Class 28 contains 2374 members 
Mstep: Class 29 contains 17371 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1759 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59923 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4133 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 25915 members 
Mstep: Class 41 contains 83506 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98409 members 
Mstep: Class 45 contains 5618 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925816.000000 Penalty: 104540.851562
Iteration 166Q: 49 clusters Score -8.592582e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 14235 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 50073 members 
Mstep: Class 13 contains 20728 members 
Mstep: Class 14 contains 65965 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21209 members 
Mstep: Class 19 contains 55436 members 
Mstep: Class 20 contains 5061 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65403 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 14704 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 17658 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59999 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4080 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 25473 members 
Mstep: Class 41 contains 83607 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98298 members 
Mstep: Class 45 contains 5483 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926440.000000 Penalty: 104540.851562
Iteration 167Q: 49 clusters Score -8.592644e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 14160 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 49966 members 
Mstep: Class 13 contains 20787 members 
Mstep: Class 14 contains 65560 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21303 members 
Mstep: Class 19 contains 55695 members 
Mstep: Class 20 contains 5058 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65452 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 15088 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 17959 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1839 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 60054 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 4028 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 24997 members 
Mstep: Class 41 contains 83654 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98189 members 
Mstep: Class 45 contains 5350 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926928.000000 Penalty: 104540.851562
Iteration 168Q: 49 clusters Score -8.592693e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11216 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 20824 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21431 members 
Mstep: Class 19 contains 56033 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65484 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 2473 members 
Mstep: Class 29 contains 18314 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1876 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 60053 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3984 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 24455 members 
Mstep: Class 41 contains 83676 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98098 members 
Mstep: Class 45 contains 5225 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927216.000000 Penalty: 104540.851562
Iteration 169Q: 49 clusters Score -8.592722e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8292 members 
Mstep: Class 5 contains 14019 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11180 members 
Mstep: Class 12 contains 49809 members 
Mstep: Class 13 contains 20841 members 
Mstep: Class 14 contains 64679 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21545 members 
Mstep: Class 19 contains 56379 members 
Mstep: Class 20 contains 5056 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65529 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 16112 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 2484 members 
Mstep: Class 29 contains 18667 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 60026 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3943 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 23794 members 
Mstep: Class 41 contains 83654 members 
Mstep: Class 42 contains 308 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 98004 members 
Mstep: Class 45 contains 5110 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927712.000000 Penalty: 104540.851562
Iteration 170Q: 49 clusters Score -8.592771e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8326 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11120 members 
Mstep: Class 12 contains 49746 members 
Mstep: Class 13 contains 20844 members 
Mstep: Class 14 contains 64293 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21640 members 
Mstep: Class 19 contains 56735 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65560 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 16772 members 
Mstep: Class 27 contains 1270 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 19054 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1941 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59938 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3910 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 23131 members 
Mstep: Class 41 contains 83634 members 
Mstep: Class 42 contains 309 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97904 members 
Mstep: Class 45 contains 4996 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928504.000000 Penalty: 104540.851562
Iteration 171Q: 49 clusters Score -8.59285e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 13827 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11057 members 
Mstep: Class 12 contains 49662 members 
Mstep: Class 13 contains 20810 members 
Mstep: Class 14 contains 63853 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21699 members 
Mstep: Class 19 contains 57017 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65611 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 17464 members 
Mstep: Class 27 contains 1274 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 19462 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59858 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3888 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 22472 members 
Mstep: Class 41 contains 83651 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97882 members 
Mstep: Class 45 contains 4907 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929200.000000 Penalty: 104540.851562
Iteration 172Q: 49 clusters Score -8.59292e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 13721 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10985 members 
Mstep: Class 12 contains 49628 members 
Mstep: Class 13 contains 20784 members 
Mstep: Class 14 contains 63367 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21714 members 
Mstep: Class 19 contains 57248 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65645 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 18198 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 2522 members 
Mstep: Class 29 contains 19868 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59774 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3878 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 21909 members 
Mstep: Class 41 contains 83660 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97853 members 
Mstep: Class 45 contains 4814 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929960.000000 Penalty: 104540.851562
Iteration 173Q: 49 clusters Score -8.592996e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 13647 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10898 members 
Mstep: Class 12 contains 49596 members 
Mstep: Class 13 contains 20759 members 
Mstep: Class 14 contains 62925 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21676 members 
Mstep: Class 19 contains 57462 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65665 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 18835 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 2530 members 
Mstep: Class 29 contains 20275 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59713 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3872 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 21477 members 
Mstep: Class 41 contains 83644 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97818 members 
Mstep: Class 45 contains 4712 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930416.000000 Penalty: 104540.851562
Iteration 174Q: 49 clusters Score -8.593042e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8466 members 
Mstep: Class 5 contains 13563 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 49546 members 
Mstep: Class 13 contains 20730 members 
Mstep: Class 14 contains 62559 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21598 members 
Mstep: Class 19 contains 57661 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65666 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 19441 members 
Mstep: Class 27 contains 1257 members 
Mstep: Class 28 contains 2532 members 
Mstep: Class 29 contains 20692 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2071 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59642 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3871 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 21153 members 
Mstep: Class 41 contains 83595 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97777 members 
Mstep: Class 45 contains 4603 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930752.000000 Penalty: 104540.851562
Iteration 175Q: 49 clusters Score -8.593075e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8515 members 
Mstep: Class 5 contains 13492 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 49557 members 
Mstep: Class 13 contains 20674 members 
Mstep: Class 14 contains 62231 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21484 members 
Mstep: Class 19 contains 57882 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65692 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 1259 members 
Mstep: Class 28 contains 2532 members 
Mstep: Class 29 contains 21076 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2089 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59586 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3861 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20872 members 
Mstep: Class 41 contains 83546 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97670 members 
Mstep: Class 45 contains 4513 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931240.000000 Penalty: 104540.851562
Iteration 176Q: 49 clusters Score -8.593124e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 13439 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10739 members 
Mstep: Class 12 contains 49523 members 
Mstep: Class 13 contains 20596 members 
Mstep: Class 14 contains 61879 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21358 members 
Mstep: Class 19 contains 58032 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65722 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 20389 members 
Mstep: Class 27 contains 1263 members 
Mstep: Class 28 contains 2535 members 
Mstep: Class 29 contains 21451 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59514 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20660 members 
Mstep: Class 41 contains 83516 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97684 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931288.000000 Penalty: 104540.851562
Iteration 177Q: 49 clusters Score -8.593129e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 13367 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 49477 members 
Mstep: Class 13 contains 20530 members 
Mstep: Class 14 contains 61592 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21197 members 
Mstep: Class 19 contains 58136 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65777 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 20761 members 
Mstep: Class 27 contains 1270 members 
Mstep: Class 28 contains 2537 members 
Mstep: Class 29 contains 21821 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59477 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20537 members 
Mstep: Class 41 contains 83429 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97690 members 
Mstep: Class 45 contains 4370 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931512.000000 Penalty: 104540.851562
Iteration 178Q: 49 clusters Score -8.593151e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 13309 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10679 members 
Mstep: Class 12 contains 49435 members 
Mstep: Class 13 contains 20428 members 
Mstep: Class 14 contains 61345 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 21053 members 
Mstep: Class 19 contains 58242 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65813 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 21069 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 2535 members 
Mstep: Class 29 contains 22185 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2141 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59438 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20437 members 
Mstep: Class 41 contains 83384 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97687 members 
Mstep: Class 45 contains 4318 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931960.000000 Penalty: 104540.851562
Iteration 179Q: 49 clusters Score -8.593196e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 13268 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 49387 members 
Mstep: Class 13 contains 20306 members 
Mstep: Class 14 contains 61188 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20913 members 
Mstep: Class 19 contains 58309 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65852 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 22551 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2161 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59387 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3806 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20375 members 
Mstep: Class 41 contains 83327 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97692 members 
Mstep: Class 45 contains 4260 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932464.000000 Penalty: 104540.851562
Iteration 180F: 49 clusters Score -8.593246e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 13252 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10629 members 
Mstep: Class 12 contains 49364 members 
Mstep: Class 13 contains 20175 members 
Mstep: Class 14 contains 61052 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20749 members 
Mstep: Class 19 contains 58426 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 21615 members 
Mstep: Class 27 contains 1264 members 
Mstep: Class 28 contains 2531 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59329 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3783 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20319 members 
Mstep: Class 41 contains 83292 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97623 members 
Mstep: Class 45 contains 4194 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932416.000000 Penalty: 104540.851562
Iteration 181Q: 49 clusters Score -8.593242e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 13236 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 49295 members 
Mstep: Class 13 contains 20053 members 
Mstep: Class 14 contains 60910 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 58538 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65882 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 21874 members 
Mstep: Class 27 contains 1263 members 
Mstep: Class 28 contains 2531 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2192 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59284 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20283 members 
Mstep: Class 41 contains 83262 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97595 members 
Mstep: Class 45 contains 4117 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932648.000000 Penalty: 104540.851562
Iteration 182Q: 49 clusters Score -8.593265e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 13200 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10598 members 
Mstep: Class 12 contains 49251 members 
Mstep: Class 13 contains 19918 members 
Mstep: Class 14 contains 60812 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20406 members 
Mstep: Class 19 contains 58682 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65906 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 22114 members 
Mstep: Class 27 contains 1259 members 
Mstep: Class 28 contains 2529 members 
Mstep: Class 29 contains 23594 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2207 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59248 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3764 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20250 members 
Mstep: Class 41 contains 83246 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97499 members 
Mstep: Class 45 contains 4049 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932576.000000 Penalty: 104540.851562
Iteration 183Q: 49 clusters Score -8.593258e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 13165 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10588 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 19784 members 
Mstep: Class 14 contains 60711 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20271 members 
Mstep: Class 19 contains 58820 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65936 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 22319 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 2528 members 
Mstep: Class 29 contains 23905 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2212 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59185 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3751 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20235 members 
Mstep: Class 41 contains 83237 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97429 members 
Mstep: Class 45 contains 3996 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932632.000000 Penalty: 104540.851562
Iteration 184Q: 49 clusters Score -8.593263e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 49167 members 
Mstep: Class 13 contains 19660 members 
Mstep: Class 14 contains 60654 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 20096 members 
Mstep: Class 19 contains 58933 members 
Mstep: Class 20 contains 5032 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65952 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 22527 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 2527 members 
Mstep: Class 29 contains 24188 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2217 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59113 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3740 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 20221 members 
Mstep: Class 41 contains 83257 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97345 members 
Mstep: Class 45 contains 3946 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933016.000000 Penalty: 104540.851562
Iteration 185Q: 49 clusters Score -8.593302e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 49100 members 
Mstep: Class 13 contains 19501 members 
Mstep: Class 14 contains 60592 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 59054 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 65977 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 22743 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 2527 members 
Mstep: Class 29 contains 24456 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2224 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 59046 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1785 members 
Mstep: Class 40 contains 20209 members 
Mstep: Class 41 contains 83337 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97299 members 
Mstep: Class 45 contains 3890 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933064.000000 Penalty: 104540.851562
Iteration 186Q: 49 clusters Score -8.593306e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 13100 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 49069 members 
Mstep: Class 13 contains 19341 members 
Mstep: Class 14 contains 60540 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 59155 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66012 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 22949 members 
Mstep: Class 27 contains 1256 members 
Mstep: Class 28 contains 2526 members 
Mstep: Class 29 contains 24736 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 58960 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3730 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 20197 members 
Mstep: Class 41 contains 83410 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97245 members 
Mstep: Class 45 contains 3823 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933480.000000 Penalty: 104540.851562
Iteration 187Q: 49 clusters Score -8.593348e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 49013 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 60498 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 59265 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66046 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 23135 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 2524 members 
Mstep: Class 29 contains 24999 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2233 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58905 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20201 members 
Mstep: Class 41 contains 83495 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97151 members 
Mstep: Class 45 contains 3776 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933920.000000 Penalty: 104540.851562
Iteration 188Q: 49 clusters Score -8.593392e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 13064 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 48957 members 
Mstep: Class 13 contains 19067 members 
Mstep: Class 14 contains 60454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 59287 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66089 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 23326 members 
Mstep: Class 27 contains 1255 members 
Mstep: Class 28 contains 2521 members 
Mstep: Class 29 contains 25304 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2238 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16110 members 
Mstep: Class 35 contains 58818 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 20209 members 
Mstep: Class 41 contains 83559 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97119 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934192.000000 Penalty: 104540.851562
Iteration 189Q: 49 clusters Score -8.593419e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 13047 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 48922 members 
Mstep: Class 13 contains 18963 members 
Mstep: Class 14 contains 60423 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 19077 members 
Mstep: Class 19 contains 59311 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66122 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 23506 members 
Mstep: Class 27 contains 1260 members 
Mstep: Class 28 contains 2517 members 
Mstep: Class 29 contains 25614 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58727 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3722 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20220 members 
Mstep: Class 41 contains 83594 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97063 members 
Mstep: Class 45 contains 3702 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934512.000000 Penalty: 104540.851562
Iteration 190Q: 49 clusters Score -8.593451e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8737 members 
Mstep: Class 5 contains 13035 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 48864 members 
Mstep: Class 13 contains 18861 members 
Mstep: Class 14 contains 60407 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 18858 members 
Mstep: Class 19 contains 59325 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66156 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 23668 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 25912 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58650 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3720 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20234 members 
Mstep: Class 41 contains 83647 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 97022 members 
Mstep: Class 45 contains 3660 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934440.000000 Penalty: 104540.851562
Iteration 191Q: 49 clusters Score -8.593444e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10482 members 
Mstep: Class 12 contains 48798 members 
Mstep: Class 13 contains 18743 members 
Mstep: Class 14 contains 60347 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 18625 members 
Mstep: Class 19 contains 59331 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66209 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 23837 members 
Mstep: Class 27 contains 1263 members 
Mstep: Class 28 contains 2506 members 
Mstep: Class 29 contains 26212 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2248 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58599 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20263 members 
Mstep: Class 41 contains 83740 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96983 members 
Mstep: Class 45 contains 3616 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934496.000000 Penalty: 104540.851562
Iteration 192Q: 49 clusters Score -8.59345e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 48749 members 
Mstep: Class 13 contains 18624 members 
Mstep: Class 14 contains 60293 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 18411 members 
Mstep: Class 19 contains 59341 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66274 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24006 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 2502 members 
Mstep: Class 29 contains 26473 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2251 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58546 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20286 members 
Mstep: Class 41 contains 83832 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96904 members 
Mstep: Class 45 contains 3579 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934784.000000 Penalty: 104540.851562
Iteration 193Q: 49 clusters Score -8.593478e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 13002 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10461 members 
Mstep: Class 12 contains 48702 members 
Mstep: Class 13 contains 18520 members 
Mstep: Class 14 contains 60261 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 18212 members 
Mstep: Class 19 contains 59359 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66320 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24185 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 2497 members 
Mstep: Class 29 contains 26719 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58497 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3703 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20299 members 
Mstep: Class 41 contains 83917 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96805 members 
Mstep: Class 45 contains 3539 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935160.000000 Penalty: 104540.851562
Iteration 194Q: 49 clusters Score -8.593516e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8737 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10448 members 
Mstep: Class 12 contains 48681 members 
Mstep: Class 13 contains 18394 members 
Mstep: Class 14 contains 60191 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17998 members 
Mstep: Class 19 contains 59347 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66372 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24355 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 26975 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58480 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3700 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20300 members 
Mstep: Class 41 contains 84035 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96719 members 
Mstep: Class 45 contains 3500 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935088.000000 Penalty: 104540.851562
Iteration 195Q: 49 clusters Score -8.593509e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 48668 members 
Mstep: Class 13 contains 18256 members 
Mstep: Class 14 contains 60138 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 59339 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66446 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24542 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 27221 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58442 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20299 members 
Mstep: Class 41 contains 84168 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96615 members 
Mstep: Class 45 contains 3466 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935248.000000 Penalty: 104540.851562
Iteration 196Q: 49 clusters Score -8.593525e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 12953 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 48684 members 
Mstep: Class 13 contains 18115 members 
Mstep: Class 14 contains 60076 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17565 members 
Mstep: Class 19 contains 59312 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66502 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24705 members 
Mstep: Class 27 contains 1343 members 
Mstep: Class 28 contains 2486 members 
Mstep: Class 29 contains 27460 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58395 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20296 members 
Mstep: Class 41 contains 84344 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96515 members 
Mstep: Class 45 contains 3426 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935304.000000 Penalty: 104540.851562
Iteration 197Q: 49 clusters Score -8.59353e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10405 members 
Mstep: Class 12 contains 48692 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 60070 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 59248 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66569 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 24865 members 
Mstep: Class 27 contains 1350 members 
Mstep: Class 28 contains 2482 members 
Mstep: Class 29 contains 27691 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58376 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20312 members 
Mstep: Class 41 contains 84496 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96428 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935504.000000 Penalty: 104540.851562
Iteration 198Q: 49 clusters Score -8.59355e+07 nChanged 1939
Entering ConstructFrom: 
Score: -85935504.000000 Penalty: 104540.851562
Entering ConstructFrom: 
Trying to split cluster 1 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -97130.398438 Penalty: 1083.173584
	Iteration 0F: 2 clusters Score -97130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95881.148438 Penalty: 2166.347168
	Iteration 0F: 3 clusters Score -95881.15 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96201.750000 Penalty: 2166.347168
	Iteration 1F: 3 clusters Score -96201.75 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96372.242188 Penalty: 2166.347168
	Iteration 2F: 3 clusters Score -96372.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96444.648438 Penalty: 2166.347168
	Iteration 3F: 3 clusters Score -96444.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96485.796875 Penalty: 2166.347168
	Iteration 4Q: 3 clusters Score -96485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96534.656250 Penalty: 2166.347168
	Iteration 5Q: 3 clusters Score -96534.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96558.882812 Penalty: 2166.347168
	Iteration 6Q: 3 clusters Score -96558.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96577.984375 Penalty: 2166.347168
	Iteration 7Q: 3 clusters Score -96577.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96593.195312 Penalty: 2166.347168
	Iteration 8Q: 3 clusters Score -96593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96595.531250 Penalty: 2166.347168
	Iteration 9Q: 3 clusters Score -96595.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96595.531250 Penalty: 2166.347168
	Iteration 10F: 3 clusters Score -96595.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -73642.210938 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -73642.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72478.054688 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -72478.05 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72720.796875 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -72720.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72786.734375 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -72786.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72817.757812 Penalty: 2089.134277
	Iteration 3Q: 3 clusters Score -72817.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72842.492188 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -72842.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72864.148438 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -72864.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72881.125000 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -72881.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72895.617188 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -72895.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72926.351562 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -72926.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72967.023438 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -72967.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73004.304688 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -73004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73018.210938 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -73018.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73023.734375 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -73023.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73025.734375 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -73025.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73032.203125 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -73032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73044.296875 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -73044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73060.703125 Penalty: 2089.134277
	Iteration 16Q: 3 clusters Score -73060.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73074.382812 Penalty: 2089.134277
	Iteration 17Q: 3 clusters Score -73074.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73103.140625 Penalty: 2089.134277
	Iteration 18Q: 3 clusters Score -73103.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73167.429688 Penalty: 2089.134277
	Iteration 19Q: 3 clusters Score -73167.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73280.210938 Penalty: 2089.134277
	Iteration 20F: 3 clusters Score -73280.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73420.023438 Penalty: 2089.134277
	Iteration 21F: 3 clusters Score -73420.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73480.937500 Penalty: 2089.134277
	Iteration 22Q: 3 clusters Score -73480.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73514.859375 Penalty: 2089.134277
	Iteration 23Q: 3 clusters Score -73514.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73523.328125 Penalty: 2089.134277
	Iteration 24Q: 3 clusters Score -73523.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73530.351562 Penalty: 2089.134277
	Iteration 25Q: 3 clusters Score -73530.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73544.828125 Penalty: 2089.134277
	Iteration 26Q: 3 clusters Score -73544.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73553.656250 Penalty: 2089.134277
	Iteration 27Q: 3 clusters Score -73553.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73567.304688 Penalty: 2089.134277
	Iteration 28Q: 3 clusters Score -73567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73574.703125 Penalty: 2089.134277
	Iteration 29Q: 3 clusters Score -73574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73586.414062 Penalty: 2089.134277
	Iteration 30Q: 3 clusters Score -73586.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73586.414062 Penalty: 2089.134277
	Iteration 31F: 3 clusters Score -73586.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -91539.515625 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -91539.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90272.617188 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -90272.62 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90545.328125 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -90545.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90673.828125 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -90673.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90797.789062 Penalty: 2160.076904
	Iteration 3F: 3 clusters Score -90797.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90943.750000 Penalty: 2160.076904
	Iteration 4F: 3 clusters Score -90943.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91126.000000 Penalty: 2160.076904
	Iteration 5F: 3 clusters Score -91126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91282.726562 Penalty: 2160.076904
	Iteration 6F: 3 clusters Score -91282.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91377.406250 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -91377.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91458.007812 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -91458.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91521.835938 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -91521.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91573.015625 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -91573.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91599.789062 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -91599.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91617.140625 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -91617.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91619.234375 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -91619.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91619.234375 Penalty: 2160.076904
	Iteration 14F: 3 clusters Score -91619.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 17799 members 
Mstep: Class 14 contains 60080 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17095 members 
Mstep: Class 19 contains 59188 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66607 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25035 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58366 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3680 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20328 members 
Mstep: Class 41 contains 84656 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 96305 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 352 members 
Entering Unmasked Estep 
Score: -85934608.000000 Penalty: 106718.789062
Splitting cluster 3 changes total score from -85935504.000000 to -85934608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Entering Unmasked Estep 
Score: -1069822.500000 Penalty: 1475.074219
	Iteration 0F: 2 clusters Score -1069822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1063423.125000 Penalty: 2950.148438
	Iteration 0F: 3 clusters Score -1063423 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1065454.500000 Penalty: 2950.148438
	Iteration 1F: 3 clusters Score -1065454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1065814.500000 Penalty: 2950.148438
	Iteration 2F: 3 clusters Score -1065814 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1066124.500000 Penalty: 2950.148438
	Iteration 3F: 3 clusters Score -1066124 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1066443.250000 Penalty: 2950.148438
	Iteration 4F: 3 clusters Score -1066443 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1066738.250000 Penalty: 2950.148438
	Iteration 5F: 3 clusters Score -1066738 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1066975.250000 Penalty: 2950.148438
	Iteration 6Q: 3 clusters Score -1066975 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1067147.375000 Penalty: 2950.148438
	Iteration 7Q: 3 clusters Score -1067147 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1067285.625000 Penalty: 2950.148438
	Iteration 8Q: 3 clusters Score -1067286 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1067392.250000 Penalty: 2950.148438
	Iteration 9Q: 3 clusters Score -1067392 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1067462.625000 Penalty: 2950.148438
	Iteration 10Q: 3 clusters Score -1067463 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1067526.750000 Penalty: 2950.148438
	Iteration 11Q: 3 clusters Score -1067527 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1067596.625000 Penalty: 2950.148438
	Iteration 12Q: 3 clusters Score -1067597 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1067655.000000 Penalty: 2950.148438
	Iteration 13Q: 3 clusters Score -1067655 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1067741.250000 Penalty: 2950.148438
	Iteration 14Q: 3 clusters Score -1067741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1067816.250000 Penalty: 2950.148438
	Iteration 15Q: 3 clusters Score -1067816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1067891.875000 Penalty: 2950.148438
	Iteration 16Q: 3 clusters Score -1067892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1067957.750000 Penalty: 2950.148438
	Iteration 17Q: 3 clusters Score -1067958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1068015.500000 Penalty: 2950.148438
	Iteration 18Q: 3 clusters Score -1068016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1068058.375000 Penalty: 2950.148438
	Iteration 19Q: 3 clusters Score -1068058 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1068100.625000 Penalty: 2950.148438
	Iteration 20F: 3 clusters Score -1068101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1068127.125000 Penalty: 2950.148438
	Iteration 21Q: 3 clusters Score -1068127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1068146.625000 Penalty: 2950.148438
	Iteration 22Q: 3 clusters Score -1068147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1068166.500000 Penalty: 2950.148438
	Iteration 23Q: 3 clusters Score -1068166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1068183.750000 Penalty: 2950.148438
	Iteration 24Q: 3 clusters Score -1068184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1068202.500000 Penalty: 2950.148438
	Iteration 25Q: 3 clusters Score -1068202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1068215.875000 Penalty: 2950.148438
	Iteration 26Q: 3 clusters Score -1068216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1068226.875000 Penalty: 2950.148438
	Iteration 27Q: 3 clusters Score -1068227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1068236.250000 Penalty: 2950.148438
	Iteration 28Q: 3 clusters Score -1068236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1068248.125000 Penalty: 2950.148438
	Iteration 29Q: 3 clusters Score -1068248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1068261.125000 Penalty: 2950.148438
	Iteration 30Q: 3 clusters Score -1068261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1068278.500000 Penalty: 2950.148438
	Iteration 31Q: 3 clusters Score -1068278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1068290.125000 Penalty: 2950.148438
	Iteration 32Q: 3 clusters Score -1068290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1068306.000000 Penalty: 2950.148438
	Iteration 33Q: 3 clusters Score -1068306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1068318.750000 Penalty: 2950.148438
	Iteration 34Q: 3 clusters Score -1068319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1068331.625000 Penalty: 2950.148438
	Iteration 35Q: 3 clusters Score -1068332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1068343.250000 Penalty: 2950.148438
	Iteration 36Q: 3 clusters Score -1068343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1068357.250000 Penalty: 2950.148438
	Iteration 37Q: 3 clusters Score -1068357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1068363.125000 Penalty: 2950.148438
	Iteration 38Q: 3 clusters Score -1068363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1068372.750000 Penalty: 2950.148438
	Iteration 39Q: 3 clusters Score -1068373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1068377.750000 Penalty: 2950.148438
	Iteration 40F: 3 clusters Score -1068378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1068384.000000 Penalty: 2950.148438
	Iteration 41Q: 3 clusters Score -1068384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1068386.500000 Penalty: 2950.148438
	Iteration 42Q: 3 clusters Score -1068386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1068387.375000 Penalty: 2950.148438
	Iteration 43Q: 3 clusters Score -1068387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1068390.375000 Penalty: 2950.148438
	Iteration 44Q: 3 clusters Score -1068390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1068393.000000 Penalty: 2950.148438
	Iteration 45Q: 3 clusters Score -1068393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1068392.500000 Penalty: 2950.148438
	Iteration 46Q: 3 clusters Score -1068392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1068394.625000 Penalty: 2950.148438
	Iteration 47Q: 3 clusters Score -1068395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1068398.000000 Penalty: 2950.148438
	Iteration 48Q: 3 clusters Score -1068398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1068399.500000 Penalty: 2950.148438
	Iteration 49Q: 3 clusters Score -1068400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1068399.625000 Penalty: 2950.148438
	Iteration 50Q: 3 clusters Score -1068400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1068400.875000 Penalty: 2950.148438
	Iteration 51Q: 3 clusters Score -1068401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1068402.375000 Penalty: 2950.148438
	Iteration 52Q: 3 clusters Score -1068402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1068402.375000 Penalty: 2950.148438
	Iteration 53Q: 3 clusters Score -1068402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1068403.750000 Penalty: 2950.148438
	Iteration 54Q: 3 clusters Score -1068404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1068404.250000 Penalty: 2950.148438
	Iteration 55Q: 3 clusters Score -1068404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1068405.125000 Penalty: 2950.148438
	Iteration 56Q: 3 clusters Score -1068405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1068406.750000 Penalty: 2950.148438
	Iteration 57Q: 3 clusters Score -1068407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1068406.875000 Penalty: 2950.148438
	Iteration 58Q: 3 clusters Score -1068407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1068408.500000 Penalty: 2950.148438
	Iteration 59Q: 3 clusters Score -1068408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1068410.375000 Penalty: 2950.148438
	Iteration 60F: 3 clusters Score -1068410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1068412.500000 Penalty: 2950.148438
	Iteration 61Q: 3 clusters Score -1068412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1068412.625000 Penalty: 2950.148438
	Iteration 62Q: 3 clusters Score -1068413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1068412.625000 Penalty: 2950.148438
	Iteration 63Q: 3 clusters Score -1068413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1068414.875000 Penalty: 2950.148438
	Iteration 64Q: 3 clusters Score -1068415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1068413.875000 Penalty: 2950.148438
	Iteration 65Q: 3 clusters Score -1068414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1068417.000000 Penalty: 2950.148438
	Iteration 66Q: 3 clusters Score -1068417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1068419.750000 Penalty: 2950.148438
	Iteration 67Q: 3 clusters Score -1068420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1068421.750000 Penalty: 2950.148438
	Iteration 68Q: 3 clusters Score -1068422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1068421.125000 Penalty: 2950.148438
	Iteration 69Q: 3 clusters Score -1068421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1068422.375000 Penalty: 2950.148438
	Iteration 70Q: 3 clusters Score -1068422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1068425.375000 Penalty: 2950.148438
	Iteration 71Q: 3 clusters Score -1068425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1068427.250000 Penalty: 2950.148438
	Iteration 72Q: 3 clusters Score -1068427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1068429.125000 Penalty: 2950.148438
	Iteration 73Q: 3 clusters Score -1068429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1068431.250000 Penalty: 2950.148438
	Iteration 74Q: 3 clusters Score -1068431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1068431.625000 Penalty: 2950.148438
	Iteration 75Q: 3 clusters Score -1068432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1068431.000000 Penalty: 2950.148438
	Iteration 76Q: 3 clusters Score -1068431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1068431.250000 Penalty: 2950.148438
	Iteration 77Q: 3 clusters Score -1068431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1068430.875000 Penalty: 2950.148438
	Iteration 78Q: 3 clusters Score -1068431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1068432.750000 Penalty: 2950.148438
	Iteration 79Q: 3 clusters Score -1068433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1068434.875000 Penalty: 2950.148438
	Iteration 80F: 3 clusters Score -1068435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1068435.500000 Penalty: 2950.148438
	Iteration 81Q: 3 clusters Score -1068436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1068434.000000 Penalty: 2950.148438
	Iteration 82Q: 3 clusters Score -1068434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1068437.125000 Penalty: 2950.148438
	Iteration 83Q: 3 clusters Score -1068437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1068441.375000 Penalty: 2950.148438
	Iteration 84Q: 3 clusters Score -1068441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1068443.375000 Penalty: 2950.148438
	Iteration 85Q: 3 clusters Score -1068443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1068443.750000 Penalty: 2950.148438
	Iteration 86Q: 3 clusters Score -1068444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1068447.375000 Penalty: 2950.148438
	Iteration 87Q: 3 clusters Score -1068447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1068449.625000 Penalty: 2950.148438
	Iteration 88Q: 3 clusters Score -1068450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1068449.750000 Penalty: 2950.148438
	Iteration 89Q: 3 clusters Score -1068450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1068450.750000 Penalty: 2950.148438
	Iteration 90Q: 3 clusters Score -1068451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1068451.000000 Penalty: 2950.148438
	Iteration 91Q: 3 clusters Score -1068451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1068452.750000 Penalty: 2950.148438
	Iteration 92Q: 3 clusters Score -1068453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1068452.375000 Penalty: 2950.148438
	Iteration 93Q: 3 clusters Score -1068452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1068453.000000 Penalty: 2950.148438
	Iteration 94Q: 3 clusters Score -1068453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1068454.500000 Penalty: 2950.148438
	Iteration 95Q: 3 clusters Score -1068454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1068454.500000 Penalty: 2950.148438
	Iteration 96F: 3 clusters Score -1068454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1657424.375000 Penalty: 1538.474854
	Iteration 0F: 2 clusters Score -1657424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1648372.875000 Penalty: 3076.949707
	Iteration 0F: 3 clusters Score -1648373 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1651430.750000 Penalty: 3076.949707
	Iteration 1F: 3 clusters Score -1651431 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1651759.375000 Penalty: 3076.949707
	Iteration 2F: 3 clusters Score -1651759 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1652086.500000 Penalty: 3076.949707
	Iteration 3F: 3 clusters Score -1652086 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1652407.375000 Penalty: 3076.949707
	Iteration 4F: 3 clusters Score -1652407 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1652735.000000 Penalty: 3076.949707
	Iteration 5Q: 3 clusters Score -1652735 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1653126.500000 Penalty: 3076.949707
	Iteration 6F: 3 clusters Score -1653126 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1653639.375000 Penalty: 3076.949707
	Iteration 7F: 3 clusters Score -1653639 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1654205.000000 Penalty: 3076.949707
	Iteration 8F: 3 clusters Score -1654205 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1654719.500000 Penalty: 3076.949707
	Iteration 9Q: 3 clusters Score -1654720 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1655149.125000 Penalty: 3076.949707
	Iteration 10Q: 3 clusters Score -1655149 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1655496.625000 Penalty: 3076.949707
	Iteration 11Q: 3 clusters Score -1655497 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1655741.375000 Penalty: 3076.949707
	Iteration 12Q: 3 clusters Score -1655741 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1655901.250000 Penalty: 3076.949707
	Iteration 13Q: 3 clusters Score -1655901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1655995.375000 Penalty: 3076.949707
	Iteration 14Q: 3 clusters Score -1655995 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1656086.250000 Penalty: 3076.949707
	Iteration 15Q: 3 clusters Score -1656086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1656144.375000 Penalty: 3076.949707
	Iteration 16Q: 3 clusters Score -1656144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1656193.750000 Penalty: 3076.949707
	Iteration 17Q: 3 clusters Score -1656194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1656217.625000 Penalty: 3076.949707
	Iteration 18Q: 3 clusters Score -1656218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1656240.125000 Penalty: 3076.949707
	Iteration 19Q: 3 clusters Score -1656240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1656264.625000 Penalty: 3076.949707
	Iteration 20F: 3 clusters Score -1656265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1656284.125000 Penalty: 3076.949707
	Iteration 21Q: 3 clusters Score -1656284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1656305.750000 Penalty: 3076.949707
	Iteration 22Q: 3 clusters Score -1656306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1656321.000000 Penalty: 3076.949707
	Iteration 23Q: 3 clusters Score -1656321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1656337.375000 Penalty: 3076.949707
	Iteration 24Q: 3 clusters Score -1656337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1656353.750000 Penalty: 3076.949707
	Iteration 25Q: 3 clusters Score -1656354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1656366.000000 Penalty: 3076.949707
	Iteration 26Q: 3 clusters Score -1656366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1656378.875000 Penalty: 3076.949707
	Iteration 27Q: 3 clusters Score -1656379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1656384.875000 Penalty: 3076.949707
	Iteration 28Q: 3 clusters Score -1656385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1656391.500000 Penalty: 3076.949707
	Iteration 29Q: 3 clusters Score -1656392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1656397.000000 Penalty: 3076.949707
	Iteration 30Q: 3 clusters Score -1656397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1656397.625000 Penalty: 3076.949707
	Iteration 31Q: 3 clusters Score -1656398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1656401.125000 Penalty: 3076.949707
	Iteration 32Q: 3 clusters Score -1656401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1656404.375000 Penalty: 3076.949707
	Iteration 33Q: 3 clusters Score -1656404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1656408.375000 Penalty: 3076.949707
	Iteration 34Q: 3 clusters Score -1656408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1656413.750000 Penalty: 3076.949707
	Iteration 35Q: 3 clusters Score -1656414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1656418.250000 Penalty: 3076.949707
	Iteration 36Q: 3 clusters Score -1656418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1656416.875000 Penalty: 3076.949707
	Iteration 37Q: 3 clusters Score -1656417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1656420.125000 Penalty: 3076.949707
	Iteration 38Q: 3 clusters Score -1656420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1656420.125000 Penalty: 3076.949707
	Iteration 39F: 3 clusters Score -1656420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -73480.898438 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -73480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72308.593750 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -72308.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72529.421875 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -72529.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72630.617188 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -72630.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72739.671875 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -72739.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72848.062500 Penalty: 2088.608643
	Iteration 4F: 3 clusters Score -72848.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72881.085938 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -72881.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72890.687500 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -72890.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72900.812500 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -72900.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72909.421875 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -72909.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72916.492188 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -72916.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72921.164062 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -72921.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72921.664062 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -72921.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72921.664062 Penalty: 2088.608643
	Iteration 12F: 3 clusters Score -72921.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -21228.244141 Penalty: 830.697998
	Iteration 0F: 2 clusters Score -21228.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20505.550781 Penalty: 1661.395996
	Iteration 0F: 3 clusters Score -20505.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20582.478516 Penalty: 1661.395996
	Iteration 1F: 3 clusters Score -20582.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20600.507812 Penalty: 1661.395996
	Iteration 2Q: 3 clusters Score -20600.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20616.468750 Penalty: 1661.395996
	Iteration 3Q: 3 clusters Score -20616.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20620.703125 Penalty: 1661.395996
	Iteration 4Q: 3 clusters Score -20620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20620.703125 Penalty: 1661.395996
	Iteration 5F: 3 clusters Score -20620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44378.757812 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44378.76 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44656.664062 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44656.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44819.156250 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44819.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44933.742188 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -44933.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45027.164062 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -45027.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45063.363281 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -45063.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45090.468750 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -45090.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45101.281250 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -45101.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45104.437500 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -45104.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45104.437500 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -45104.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -64583.828125 Penalty: 1045.091309
	Iteration 0F: 2 clusters Score -64583.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63496.101562 Penalty: 2090.182617
	Iteration 0F: 3 clusters Score -63496.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63705.597656 Penalty: 2090.182617
	Iteration 1F: 3 clusters Score -63705.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63753.937500 Penalty: 2090.182617
	Iteration 2F: 3 clusters Score -63753.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63783.500000 Penalty: 2090.182617
	Iteration 3Q: 3 clusters Score -63783.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63822.769531 Penalty: 2090.182617
	Iteration 4Q: 3 clusters Score -63822.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63886.687500 Penalty: 2090.182617
	Iteration 5Q: 3 clusters Score -63886.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63947.980469 Penalty: 2090.182617
	Iteration 6Q: 3 clusters Score -63947.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64017.515625 Penalty: 2090.182617
	Iteration 7Q: 3 clusters Score -64017.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64107.269531 Penalty: 2090.182617
	Iteration 8Q: 3 clusters Score -64107.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64153.945312 Penalty: 2090.182617
	Iteration 9Q: 3 clusters Score -64153.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64188.492188 Penalty: 2090.182617
	Iteration 10Q: 3 clusters Score -64188.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64221.914062 Penalty: 2090.182617
	Iteration 11Q: 3 clusters Score -64221.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64259.265625 Penalty: 2090.182617
	Iteration 12Q: 3 clusters Score -64259.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64281.414062 Penalty: 2090.182617
	Iteration 13Q: 3 clusters Score -64281.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64291.914062 Penalty: 2090.182617
	Iteration 14Q: 3 clusters Score -64291.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64304.472656 Penalty: 2090.182617
	Iteration 15Q: 3 clusters Score -64304.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64310.253906 Penalty: 2090.182617
	Iteration 16Q: 3 clusters Score -64310.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64311.890625 Penalty: 2090.182617
	Iteration 17Q: 3 clusters Score -64311.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64313.000000 Penalty: 2090.182617
	Iteration 18F: 3 clusters Score -64313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64317.421875 Penalty: 2090.182617
	Iteration 19Q: 3 clusters Score -64317.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64326.804688 Penalty: 2090.182617
	Iteration 20F: 3 clusters Score -64326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64329.332031 Penalty: 2090.182617
	Iteration 21Q: 3 clusters Score -64329.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64332.507812 Penalty: 2090.182617
	Iteration 22Q: 3 clusters Score -64332.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64332.929688 Penalty: 2090.182617
	Iteration 23Q: 3 clusters Score -64332.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64332.929688 Penalty: 2090.182617
	Iteration 24F: 3 clusters Score -64332.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16591.076172 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16591.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16787.468750 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -16787.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16856.644531 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -16856.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16949.074219 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -16949.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17067.400391 Penalty: 1934.804077
	Iteration 4F: 3 clusters Score -17067.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17130.015625 Penalty: 1934.804077
	Iteration 5F: 3 clusters Score -17130.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17171.929688 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17171.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17179.517578 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17179.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17181.593750 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17181.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17184.060547 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17184.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17186.968750 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17186.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17188.103516 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17188.220703 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17188.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17188.220703 Penalty: 1934.804077
	Iteration 13F: 3 clusters Score -17188.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -1334369.250000 Penalty: 1502.991089
	Iteration 0F: 2 clusters Score -1334369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1326915.000000 Penalty: 3005.982178
	Iteration 0F: 3 clusters Score -1326915 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1329718.625000 Penalty: 3005.982178
	Iteration 1F: 3 clusters Score -1329719 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1330326.000000 Penalty: 3005.982178
	Iteration 2F: 3 clusters Score -1330326 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1330943.750000 Penalty: 3005.982178
	Iteration 3F: 3 clusters Score -1330944 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1331524.750000 Penalty: 3005.982178
	Iteration 4F: 3 clusters Score -1331525 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1332009.875000 Penalty: 3005.982178
	Iteration 5F: 3 clusters Score -1332010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1332431.500000 Penalty: 3005.982178
	Iteration 6Q: 3 clusters Score -1332432 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1332788.750000 Penalty: 3005.982178
	Iteration 7Q: 3 clusters Score -1332789 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1333062.250000 Penalty: 3005.982178
	Iteration 8Q: 3 clusters Score -1333062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1333250.500000 Penalty: 3005.982178
	Iteration 9Q: 3 clusters Score -1333250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1333361.750000 Penalty: 3005.982178
	Iteration 10Q: 3 clusters Score -1333362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1333461.500000 Penalty: 3005.982178
	Iteration 11Q: 3 clusters Score -1333462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1333538.125000 Penalty: 3005.982178
	Iteration 12Q: 3 clusters Score -1333538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1333598.625000 Penalty: 3005.982178
	Iteration 13Q: 3 clusters Score -1333599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1333654.250000 Penalty: 3005.982178
	Iteration 14Q: 3 clusters Score -1333654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1333702.000000 Penalty: 3005.982178
	Iteration 15Q: 3 clusters Score -1333702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1333744.125000 Penalty: 3005.982178
	Iteration 16Q: 3 clusters Score -1333744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1333784.125000 Penalty: 3005.982178
	Iteration 17Q: 3 clusters Score -1333784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1333817.250000 Penalty: 3005.982178
	Iteration 18Q: 3 clusters Score -1333817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1333843.500000 Penalty: 3005.982178
	Iteration 19Q: 3 clusters Score -1333844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1333871.375000 Penalty: 3005.982178
	Iteration 20F: 3 clusters Score -1333871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1333893.625000 Penalty: 3005.982178
	Iteration 21Q: 3 clusters Score -1333894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1333912.625000 Penalty: 3005.982178
	Iteration 22Q: 3 clusters Score -1333913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1333931.875000 Penalty: 3005.982178
	Iteration 23Q: 3 clusters Score -1333932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1333946.125000 Penalty: 3005.982178
	Iteration 24Q: 3 clusters Score -1333946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1333956.125000 Penalty: 3005.982178
	Iteration 25Q: 3 clusters Score -1333956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1333970.125000 Penalty: 3005.982178
	Iteration 26Q: 3 clusters Score -1333970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1333980.250000 Penalty: 3005.982178
	Iteration 27Q: 3 clusters Score -1333980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1333988.375000 Penalty: 3005.982178
	Iteration 28Q: 3 clusters Score -1333988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1333996.000000 Penalty: 3005.982178
	Iteration 29Q: 3 clusters Score -1333996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1334002.375000 Penalty: 3005.982178
	Iteration 30Q: 3 clusters Score -1334002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1334006.125000 Penalty: 3005.982178
	Iteration 31Q: 3 clusters Score -1334006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1334011.375000 Penalty: 3005.982178
	Iteration 32Q: 3 clusters Score -1334011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1334015.500000 Penalty: 3005.982178
	Iteration 33Q: 3 clusters Score -1334016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1334015.750000 Penalty: 3005.982178
	Iteration 34Q: 3 clusters Score -1334016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1334019.375000 Penalty: 3005.982178
	Iteration 35Q: 3 clusters Score -1334019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1334023.500000 Penalty: 3005.982178
	Iteration 36Q: 3 clusters Score -1334024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1334027.500000 Penalty: 3005.982178
	Iteration 37Q: 3 clusters Score -1334028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1334027.750000 Penalty: 3005.982178
	Iteration 38Q: 3 clusters Score -1334028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1334029.000000 Penalty: 3005.982178
	Iteration 39Q: 3 clusters Score -1334029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1334030.875000 Penalty: 3005.982178
	Iteration 40F: 3 clusters Score -1334031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1334031.625000 Penalty: 3005.982178
	Iteration 41Q: 3 clusters Score -1334032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1334032.875000 Penalty: 3005.982178
	Iteration 42Q: 3 clusters Score -1334033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1334032.875000 Penalty: 3005.982178
	Iteration 43Q: 3 clusters Score -1334033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1334032.750000 Penalty: 3005.982178
	Iteration 44Q: 3 clusters Score -1334033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1334033.750000 Penalty: 3005.982178
	Iteration 45Q: 3 clusters Score -1334034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1334034.625000 Penalty: 3005.982178
	Iteration 46Q: 3 clusters Score -1334035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1334036.750000 Penalty: 3005.982178
	Iteration 47Q: 3 clusters Score -1334037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1334036.125000 Penalty: 3005.982178
	Iteration 48Q: 3 clusters Score -1334036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1334037.375000 Penalty: 3005.982178
	Iteration 49Q: 3 clusters Score -1334037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1334036.625000 Penalty: 3005.982178
	Iteration 50Q: 3 clusters Score -1334037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1334036.625000 Penalty: 3005.982178
	Iteration 51F: 3 clusters Score -1334037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Entering Unmasked Estep 
Score: -6474702.500000 Penalty: 1753.846313
	Iteration 0F: 2 clusters Score -6474702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -6442744.500000 Penalty: 3507.692627
	Iteration 0F: 3 clusters Score -6442744 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -6456119.000000 Penalty: 3507.692627
	Iteration 1F: 3 clusters Score -6456119 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6457204.000000 Penalty: 3507.692627
	Iteration 2Q: 3 clusters Score -6457204 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -6458559.000000 Penalty: 3507.692627
	Iteration 3Q: 3 clusters Score -6458559 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6460541.000000 Penalty: 3507.692627
	Iteration 4F: 3 clusters Score -6460541 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6462861.500000 Penalty: 3507.692627
	Iteration 5F: 3 clusters Score -6462862 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -6465455.500000 Penalty: 3507.692627
	Iteration 6F: 3 clusters Score -6465456 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6467667.500000 Penalty: 3507.692627
	Iteration 7F: 3 clusters Score -6467668 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -6469502.500000 Penalty: 3507.692627
	Iteration 8Q: 3 clusters Score -6469502 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -6470780.000000 Penalty: 3507.692627
	Iteration 9Q: 3 clusters Score -6470780 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6471623.000000 Penalty: 3507.692627
	Iteration 10Q: 3 clusters Score -6471623 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6472230.500000 Penalty: 3507.692627
	Iteration 11Q: 3 clusters Score -6472230 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6472635.500000 Penalty: 3507.692627
	Iteration 12Q: 3 clusters Score -6472636 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -6472849.500000 Penalty: 3507.692627
	Iteration 13Q: 3 clusters Score -6472850 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -6473001.000000 Penalty: 3507.692627
	Iteration 14Q: 3 clusters Score -6473001 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -6473096.500000 Penalty: 3507.692627
	Iteration 15Q: 3 clusters Score -6473096 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6473184.500000 Penalty: 3507.692627
	Iteration 16Q: 3 clusters Score -6473184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -6473240.500000 Penalty: 3507.692627
	Iteration 17Q: 3 clusters Score -6473240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6473289.500000 Penalty: 3507.692627
	Iteration 18Q: 3 clusters Score -6473290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -6473329.500000 Penalty: 3507.692627
	Iteration 19Q: 3 clusters Score -6473330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -6473371.500000 Penalty: 3507.692627
	Iteration 20F: 3 clusters Score -6473372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -6473403.500000 Penalty: 3507.692627
	Iteration 21Q: 3 clusters Score -6473404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6473409.000000 Penalty: 3507.692627
	Iteration 22Q: 3 clusters Score -6473409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6473429.500000 Penalty: 3507.692627
	Iteration 23Q: 3 clusters Score -6473430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -6473433.500000 Penalty: 3507.692627
	Iteration 24Q: 3 clusters Score -6473434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6473450.000000 Penalty: 3507.692627
	Iteration 25Q: 3 clusters Score -6473450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6473446.500000 Penalty: 3507.692627
	Iteration 26Q: 3 clusters Score -6473446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -6473452.500000 Penalty: 3507.692627
	Iteration 27Q: 3 clusters Score -6473452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -6473464.500000 Penalty: 3507.692627
	Iteration 28Q: 3 clusters Score -6473464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6473472.500000 Penalty: 3507.692627
	Iteration 29Q: 3 clusters Score -6473472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6473478.000000 Penalty: 3507.692627
	Iteration 30Q: 3 clusters Score -6473478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6473481.500000 Penalty: 3507.692627
	Iteration 31Q: 3 clusters Score -6473482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -6473478.000000 Penalty: 3507.692627
	Iteration 32Q: 3 clusters Score -6473478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -6473487.000000 Penalty: 3507.692627
	Iteration 33Q: 3 clusters Score -6473487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -6473489.000000 Penalty: 3507.692627
	Iteration 34Q: 3 clusters Score -6473489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -6473491.000000 Penalty: 3507.692627
	Iteration 35Q: 3 clusters Score -6473491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6473491.000000 Penalty: 3507.692627
	Iteration 36Q: 3 clusters Score -6473491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6473491.000000 Penalty: 3507.692627
	Iteration 37F: 3 clusters Score -6473491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Entering Unmasked Estep 
Score: -2316280.250000 Penalty: 1590.370850
	Iteration 0F: 2 clusters Score -2316280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2304161.750000 Penalty: 3180.741699
	Iteration 0F: 3 clusters Score -2304162 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2308489.250000 Penalty: 3180.741699
	Iteration 1F: 3 clusters Score -2308489 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2308794.000000 Penalty: 3180.741699
	Iteration 2F: 3 clusters Score -2308794 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2309048.750000 Penalty: 3180.741699
	Iteration 3Q: 3 clusters Score -2309049 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2309278.000000 Penalty: 3180.741699
	Iteration 4Q: 3 clusters Score -2309278 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2309551.250000 Penalty: 3180.741699
	Iteration 5Q: 3 clusters Score -2309551 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2309932.750000 Penalty: 3180.741699
	Iteration 6Q: 3 clusters Score -2309933 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2310452.500000 Penalty: 3180.741699
	Iteration 7F: 3 clusters Score -2310452 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2311188.250000 Penalty: 3180.741699
	Iteration 8F: 3 clusters Score -2311188 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2312077.000000 Penalty: 3180.741699
	Iteration 9F: 3 clusters Score -2312077 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2313005.250000 Penalty: 3180.741699
	Iteration 10F: 3 clusters Score -2313005 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2313813.750000 Penalty: 3180.741699
	Iteration 11Q: 3 clusters Score -2313814 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2314319.500000 Penalty: 3180.741699
	Iteration 12Q: 3 clusters Score -2314320 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2314577.750000 Penalty: 3180.741699
	Iteration 13Q: 3 clusters Score -2314578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2314675.250000 Penalty: 3180.741699
	Iteration 14Q: 3 clusters Score -2314675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2314739.000000 Penalty: 3180.741699
	Iteration 15Q: 3 clusters Score -2314739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2314785.000000 Penalty: 3180.741699
	Iteration 16Q: 3 clusters Score -2314785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2314815.000000 Penalty: 3180.741699
	Iteration 17Q: 3 clusters Score -2314815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2314823.000000 Penalty: 3180.741699
	Iteration 18Q: 3 clusters Score -2314823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2314836.500000 Penalty: 3180.741699
	Iteration 19Q: 3 clusters Score -2314836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2314850.500000 Penalty: 3180.741699
	Iteration 20F: 3 clusters Score -2314850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2314860.000000 Penalty: 3180.741699
	Iteration 21Q: 3 clusters Score -2314860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2314863.500000 Penalty: 3180.741699
	Iteration 22Q: 3 clusters Score -2314864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2314867.750000 Penalty: 3180.741699
	Iteration 23Q: 3 clusters Score -2314868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2314879.000000 Penalty: 3180.741699
	Iteration 24Q: 3 clusters Score -2314879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2314882.000000 Penalty: 3180.741699
	Iteration 25Q: 3 clusters Score -2314882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2314882.000000 Penalty: 3180.741699
	Iteration 26F: 3 clusters Score -2314882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Entering Unmasked Estep 
Score: -7991344.000000 Penalty: 1788.057739
	Iteration 0F: 2 clusters Score -7991344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -7952743.500000 Penalty: 3576.115479
	Iteration 0F: 3 clusters Score -7952744 nChanged 28449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7969404.500000 Penalty: 3576.115479
	Iteration 1F: 3 clusters Score -7969404 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -7970582.000000 Penalty: 3576.115479
	Iteration 2Q: 3 clusters Score -7970582 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7972339.000000 Penalty: 3576.115479
	Iteration 3F: 3 clusters Score -7972339 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -7975411.500000 Penalty: 3576.115479
	Iteration 4F: 3 clusters Score -7975412 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -7979733.000000 Penalty: 3576.115479
	Iteration 5F: 3 clusters Score -7979733 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -7984504.500000 Penalty: 3576.115479
	Iteration 6F: 3 clusters Score -7984504 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -7987780.000000 Penalty: 3576.115479
	Iteration 7F: 3 clusters Score -7987780 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -7989285.000000 Penalty: 3576.115479
	Iteration 8Q: 3 clusters Score -7989285 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7989823.000000 Penalty: 3576.115479
	Iteration 9Q: 3 clusters Score -7989823 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -7990053.000000 Penalty: 3576.115479
	Iteration 10Q: 3 clusters Score -7990053 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7990151.500000 Penalty: 3576.115479
	Iteration 11Q: 3 clusters Score -7990152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -7990209.500000 Penalty: 3576.115479
	Iteration 12Q: 3 clusters Score -7990210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -7990255.500000 Penalty: 3576.115479
	Iteration 13Q: 3 clusters Score -7990256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -7990262.000000 Penalty: 3576.115479
	Iteration 14Q: 3 clusters Score -7990262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -7990280.500000 Penalty: 3576.115479
	Iteration 15Q: 3 clusters Score -7990280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -7990286.500000 Penalty: 3576.115479
	Iteration 16Q: 3 clusters Score -7990286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7990303.000000 Penalty: 3576.115479
	Iteration 17Q: 3 clusters Score -7990303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7990307.000000 Penalty: 3576.115479
	Iteration 18Q: 3 clusters Score -7990307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -7990310.000000 Penalty: 3576.115479
	Iteration 19Q: 3 clusters Score -7990310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -7990310.500000 Penalty: 3576.115479
	Iteration 20F: 3 clusters Score -7990310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -7990315.000000 Penalty: 3576.115479
	Iteration 21Q: 3 clusters Score -7990315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7990312.500000 Penalty: 3576.115479
	Iteration 22Q: 3 clusters Score -7990312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7990312.000000 Penalty: 3576.115479
	Iteration 23Q: 3 clusters Score -7990312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -7990312.500000 Penalty: 3576.115479
	Iteration 24Q: 3 clusters Score -7990312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -7990313.000000 Penalty: 3576.115479
	Iteration 25Q: 3 clusters Score -7990313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -7990313.000000 Penalty: 3576.115479
	Iteration 26F: 3 clusters Score -7990313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49079.480469 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49079.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48144.121094 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48144.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48436.117188 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48436.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48611.496094 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -48611.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48764.140625 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -48764.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48884.949219 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -48884.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48955.304688 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -48955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48983.960938 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -48983.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49001.972656 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -49001.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49006.828125 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -49006.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49014.289062 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -49014.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49017.390625 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -49017.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49024.664062 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -49024.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49024.664062 Penalty: 1981.874146
	Iteration 12F: 3 clusters Score -49024.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28072.791016 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -28072.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28359.789062 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28359.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28485.132812 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28485.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28524.228516 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -28524.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28554.175781 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28554.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28591.578125 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28591.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28614.800781 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -28614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28647.167969 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -28647.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28659.275391 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -28659.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28659.275391 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -28659.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12803.976562 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12803.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12918.871094 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12918.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12953.544922 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12953.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12981.899414 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13009.424805 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13009.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13010.724609 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -13010.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13012.656250 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -13012.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13012.656250 Penalty: 1703.567749
	Iteration 7F: 3 clusters Score -13012.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Entering Unmasked Estep 
Score: -2232123.750000 Penalty: 1583.812866
	Iteration 0F: 2 clusters Score -2232124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2220439.000000 Penalty: 3167.625732
	Iteration 0F: 3 clusters Score -2220439 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2224655.750000 Penalty: 3167.625732
	Iteration 1F: 3 clusters Score -2224656 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2224979.750000 Penalty: 3167.625732
	Iteration 2Q: 3 clusters Score -2224980 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2225310.500000 Penalty: 3167.625732
	Iteration 3Q: 3 clusters Score -2225310 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2225717.250000 Penalty: 3167.625732
	Iteration 4Q: 3 clusters Score -2225717 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2226140.750000 Penalty: 3167.625732
	Iteration 5Q: 3 clusters Score -2226141 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2226650.500000 Penalty: 3167.625732
	Iteration 6Q: 3 clusters Score -2226650 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2227241.500000 Penalty: 3167.625732
	Iteration 7Q: 3 clusters Score -2227242 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2227737.000000 Penalty: 3167.625732
	Iteration 8F: 3 clusters Score -2227737 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2228140.000000 Penalty: 3167.625732
	Iteration 9Q: 3 clusters Score -2228140 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2228464.500000 Penalty: 3167.625732
	Iteration 10Q: 3 clusters Score -2228464 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2228722.750000 Penalty: 3167.625732
	Iteration 11Q: 3 clusters Score -2228723 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2228901.000000 Penalty: 3167.625732
	Iteration 12Q: 3 clusters Score -2228901 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2229026.500000 Penalty: 3167.625732
	Iteration 13Q: 3 clusters Score -2229026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2229148.250000 Penalty: 3167.625732
	Iteration 14Q: 3 clusters Score -2229148 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2229252.750000 Penalty: 3167.625732
	Iteration 15Q: 3 clusters Score -2229253 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2229345.000000 Penalty: 3167.625732
	Iteration 16Q: 3 clusters Score -2229345 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2229437.750000 Penalty: 3167.625732
	Iteration 17Q: 3 clusters Score -2229438 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2229544.250000 Penalty: 3167.625732
	Iteration 18Q: 3 clusters Score -2229544 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2229635.250000 Penalty: 3167.625732
	Iteration 19Q: 3 clusters Score -2229635 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2229713.250000 Penalty: 3167.625732
	Iteration 20F: 3 clusters Score -2229713 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2229786.000000 Penalty: 3167.625732
	Iteration 21Q: 3 clusters Score -2229786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2229859.500000 Penalty: 3167.625732
	Iteration 22Q: 3 clusters Score -2229860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2229936.750000 Penalty: 3167.625732
	Iteration 23Q: 3 clusters Score -2229937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2230008.750000 Penalty: 3167.625732
	Iteration 24Q: 3 clusters Score -2230009 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2230064.500000 Penalty: 3167.625732
	Iteration 25Q: 3 clusters Score -2230064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2230130.750000 Penalty: 3167.625732
	Iteration 26Q: 3 clusters Score -2230131 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2230211.000000 Penalty: 3167.625732
	Iteration 27Q: 3 clusters Score -2230211 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2230277.000000 Penalty: 3167.625732
	Iteration 28Q: 3 clusters Score -2230277 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2230342.000000 Penalty: 3167.625732
	Iteration 29Q: 3 clusters Score -2230342 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2230414.000000 Penalty: 3167.625732
	Iteration 30Q: 3 clusters Score -2230414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2230497.000000 Penalty: 3167.625732
	Iteration 31Q: 3 clusters Score -2230497 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2230571.500000 Penalty: 3167.625732
	Iteration 32Q: 3 clusters Score -2230572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2230649.000000 Penalty: 3167.625732
	Iteration 33Q: 3 clusters Score -2230649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2230738.250000 Penalty: 3167.625732
	Iteration 34Q: 3 clusters Score -2230738 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2230796.250000 Penalty: 3167.625732
	Iteration 35Q: 3 clusters Score -2230796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2230831.750000 Penalty: 3167.625732
	Iteration 36Q: 3 clusters Score -2230832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2230874.250000 Penalty: 3167.625732
	Iteration 37Q: 3 clusters Score -2230874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2230898.000000 Penalty: 3167.625732
	Iteration 38Q: 3 clusters Score -2230898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2230925.000000 Penalty: 3167.625732
	Iteration 39Q: 3 clusters Score -2230925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2230947.000000 Penalty: 3167.625732
	Iteration 40F: 3 clusters Score -2230947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2230970.000000 Penalty: 3167.625732
	Iteration 41Q: 3 clusters Score -2230970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2230986.000000 Penalty: 3167.625732
	Iteration 42Q: 3 clusters Score -2230986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2231005.000000 Penalty: 3167.625732
	Iteration 43Q: 3 clusters Score -2231005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2231020.000000 Penalty: 3167.625732
	Iteration 44Q: 3 clusters Score -2231020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2231034.000000 Penalty: 3167.625732
	Iteration 45Q: 3 clusters Score -2231034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2231042.750000 Penalty: 3167.625732
	Iteration 46Q: 3 clusters Score -2231043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2231045.000000 Penalty: 3167.625732
	Iteration 47Q: 3 clusters Score -2231045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2231056.000000 Penalty: 3167.625732
	Iteration 48Q: 3 clusters Score -2231056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2231065.500000 Penalty: 3167.625732
	Iteration 49Q: 3 clusters Score -2231066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2231067.250000 Penalty: 3167.625732
	Iteration 50Q: 3 clusters Score -2231067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2231070.250000 Penalty: 3167.625732
	Iteration 51Q: 3 clusters Score -2231070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2231073.500000 Penalty: 3167.625732
	Iteration 52Q: 3 clusters Score -2231074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2231080.250000 Penalty: 3167.625732
	Iteration 53Q: 3 clusters Score -2231080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2231080.500000 Penalty: 3167.625732
	Iteration 54Q: 3 clusters Score -2231080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2231083.500000 Penalty: 3167.625732
	Iteration 55Q: 3 clusters Score -2231084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2231084.000000 Penalty: 3167.625732
	Iteration 56Q: 3 clusters Score -2231084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2231081.500000 Penalty: 3167.625732
	Iteration 57Q: 3 clusters Score -2231082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2231086.500000 Penalty: 3167.625732
	Iteration 58Q: 3 clusters Score -2231086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2231084.750000 Penalty: 3167.625732
	Iteration 59Q: 3 clusters Score -2231085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2231087.500000 Penalty: 3167.625732
	Iteration 60F: 3 clusters Score -2231088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2231081.750000 Penalty: 3167.625732
	Iteration 61Q: 3 clusters Score -2231082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2231085.750000 Penalty: 3167.625732
	Iteration 62Q: 3 clusters Score -2231086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2231087.000000 Penalty: 3167.625732
	Iteration 63Q: 3 clusters Score -2231087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2231084.750000 Penalty: 3167.625732
	Iteration 64Q: 3 clusters Score -2231085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2231083.500000 Penalty: 3167.625732
	Iteration 65Q: 3 clusters Score -2231084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2231085.000000 Penalty: 3167.625732
	Iteration 66Q: 3 clusters Score -2231085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2231083.250000 Penalty: 3167.625732
	Iteration 67Q: 3 clusters Score -2231083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2231079.750000 Penalty: 3167.625732
	Iteration 68Q: 3 clusters Score -2231080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2231083.500000 Penalty: 3167.625732
	Iteration 69Q: 3 clusters Score -2231084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2231083.500000 Penalty: 3167.625732
	Iteration 70Q: 3 clusters Score -2231084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2231081.500000 Penalty: 3167.625732
	Iteration 71Q: 3 clusters Score -2231082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2231080.500000 Penalty: 3167.625732
	Iteration 72Q: 3 clusters Score -2231080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2231081.500000 Penalty: 3167.625732
	Iteration 73Q: 3 clusters Score -2231082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2231082.500000 Penalty: 3167.625732
	Iteration 74Q: 3 clusters Score -2231082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2231082.000000 Penalty: 3167.625732
	Iteration 75Q: 3 clusters Score -2231082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2231081.500000 Penalty: 3167.625732
	Iteration 76Q: 3 clusters Score -2231082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2231086.250000 Penalty: 3167.625732
	Iteration 77Q: 3 clusters Score -2231086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2231086.500000 Penalty: 3167.625732
	Iteration 78Q: 3 clusters Score -2231086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2231086.500000 Penalty: 3167.625732
	Iteration 79F: 3 clusters Score -2231086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Entering Unmasked Estep 
Score: -7844521.500000 Penalty: 1785.626953
	Iteration 0F: 2 clusters Score -7844522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7806343.000000 Penalty: 3571.253906
	Iteration 0F: 3 clusters Score -7806343 nChanged 27919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -7822290.000000 Penalty: 3571.253906
	Iteration 1F: 3 clusters Score -7822290 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7822972.000000 Penalty: 3571.253906
	Iteration 2Q: 3 clusters Score -7822972 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -7823702.000000 Penalty: 3571.253906
	Iteration 3Q: 3 clusters Score -7823702 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -7824569.000000 Penalty: 3571.253906
	Iteration 4Q: 3 clusters Score -7824569 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7825612.000000 Penalty: 3571.253906
	Iteration 5Q: 3 clusters Score -7825612 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7826913.000000 Penalty: 3571.253906
	Iteration 6Q: 3 clusters Score -7826913 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -7828654.000000 Penalty: 3571.253906
	Iteration 7F: 3 clusters Score -7828654 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7830690.000000 Penalty: 3571.253906
	Iteration 8F: 3 clusters Score -7830690 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -7833083.000000 Penalty: 3571.253906
	Iteration 9F: 3 clusters Score -7833083 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -7835668.500000 Penalty: 3571.253906
	Iteration 10F: 3 clusters Score -7835668 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -7837774.000000 Penalty: 3571.253906
	Iteration 11F: 3 clusters Score -7837774 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -7839470.500000 Penalty: 3571.253906
	Iteration 12Q: 3 clusters Score -7839470 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -7840528.000000 Penalty: 3571.253906
	Iteration 13Q: 3 clusters Score -7840528 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -7841419.000000 Penalty: 3571.253906
	Iteration 14Q: 3 clusters Score -7841419 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7841969.000000 Penalty: 3571.253906
	Iteration 15Q: 3 clusters Score -7841969 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -7842361.000000 Penalty: 3571.253906
	Iteration 16Q: 3 clusters Score -7842361 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -7842597.000000 Penalty: 3571.253906
	Iteration 17Q: 3 clusters Score -7842597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -7842723.500000 Penalty: 3571.253906
	Iteration 18Q: 3 clusters Score -7842724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -7842822.500000 Penalty: 3571.253906
	Iteration 19Q: 3 clusters Score -7842822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -7842869.000000 Penalty: 3571.253906
	Iteration 20F: 3 clusters Score -7842869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7842920.500000 Penalty: 3571.253906
	Iteration 21Q: 3 clusters Score -7842920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -7842950.000000 Penalty: 3571.253906
	Iteration 22Q: 3 clusters Score -7842950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -7842974.000000 Penalty: 3571.253906
	Iteration 23Q: 3 clusters Score -7842974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7843002.000000 Penalty: 3571.253906
	Iteration 24Q: 3 clusters Score -7843002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7843010.500000 Penalty: 3571.253906
	Iteration 25Q: 3 clusters Score -7843010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7843014.500000 Penalty: 3571.253906
	Iteration 26Q: 3 clusters Score -7843014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -7843019.000000 Penalty: 3571.253906
	Iteration 27Q: 3 clusters Score -7843019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -7843017.500000 Penalty: 3571.253906
	Iteration 28Q: 3 clusters Score -7843018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -7843018.500000 Penalty: 3571.253906
	Iteration 29Q: 3 clusters Score -7843018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -7843029.500000 Penalty: 3571.253906
	Iteration 30Q: 3 clusters Score -7843030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -7843029.500000 Penalty: 3571.253906
	Iteration 31F: 3 clusters Score -7843030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -653472.187500 Penalty: 1384.854370
	Iteration 0F: 2 clusters Score -653472.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -649447.750000 Penalty: 2769.708740
	Iteration 0F: 3 clusters Score -649447.8 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -650602.125000 Penalty: 2769.708740
	Iteration 1F: 3 clusters Score -650602.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -650805.687500 Penalty: 2769.708740
	Iteration 2F: 3 clusters Score -650805.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -650964.000000 Penalty: 2769.708740
	Iteration 3F: 3 clusters Score -650964 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -651079.312500 Penalty: 2769.708740
	Iteration 4Q: 3 clusters Score -651079.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -651186.187500 Penalty: 2769.708740
	Iteration 5Q: 3 clusters Score -651186.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -651292.687500 Penalty: 2769.708740
	Iteration 6Q: 3 clusters Score -651292.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -651406.250000 Penalty: 2769.708740
	Iteration 7Q: 3 clusters Score -651406.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -651554.000000 Penalty: 2769.708740
	Iteration 8Q: 3 clusters Score -651554 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -651714.500000 Penalty: 2769.708740
	Iteration 9Q: 3 clusters Score -651714.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -651868.875000 Penalty: 2769.708740
	Iteration 10Q: 3 clusters Score -651868.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -651995.125000 Penalty: 2769.708740
	Iteration 11Q: 3 clusters Score -651995.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -652097.812500 Penalty: 2769.708740
	Iteration 12Q: 3 clusters Score -652097.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -652187.125000 Penalty: 2769.708740
	Iteration 13Q: 3 clusters Score -652187.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -652267.312500 Penalty: 2769.708740
	Iteration 14Q: 3 clusters Score -652267.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -652323.375000 Penalty: 2769.708740
	Iteration 15Q: 3 clusters Score -652323.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -652358.937500 Penalty: 2769.708740
	Iteration 16Q: 3 clusters Score -652358.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -652384.562500 Penalty: 2769.708740
	Iteration 17Q: 3 clusters Score -652384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -652404.375000 Penalty: 2769.708740
	Iteration 18Q: 3 clusters Score -652404.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -652418.437500 Penalty: 2769.708740
	Iteration 19Q: 3 clusters Score -652418.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -652429.500000 Penalty: 2769.708740
	Iteration 20F: 3 clusters Score -652429.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -652438.250000 Penalty: 2769.708740
	Iteration 21Q: 3 clusters Score -652438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -652446.500000 Penalty: 2769.708740
	Iteration 22Q: 3 clusters Score -652446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -652452.625000 Penalty: 2769.708740
	Iteration 23Q: 3 clusters Score -652452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -652456.750000 Penalty: 2769.708740
	Iteration 24Q: 3 clusters Score -652456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -652459.375000 Penalty: 2769.708740
	Iteration 25Q: 3 clusters Score -652459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -652461.312500 Penalty: 2769.708740
	Iteration 26Q: 3 clusters Score -652461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -652461.312500 Penalty: 2769.708740
	Iteration 27F: 3 clusters Score -652461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68467.515625 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68467.52 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68589.507812 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68589.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68610.914062 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -68610.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68613.187500 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68613.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68616.953125 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68616.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68616.953125 Penalty: 1931.409912
	Iteration 5F: 3 clusters Score -68616.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Entering Unmasked Estep 
Score: -8807046.000000 Penalty: 1804.816772
	Iteration 0F: 2 clusters Score -8807046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8764887.000000 Penalty: 3609.633545
	Iteration 0F: 3 clusters Score -8764887 nChanged 31564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -8783124.000000 Penalty: 3609.633545
	Iteration 1F: 3 clusters Score -8783124 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8783825.000000 Penalty: 3609.633545
	Iteration 2Q: 3 clusters Score -8783825 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -8784867.000000 Penalty: 3609.633545
	Iteration 3Q: 3 clusters Score -8784867 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -8786092.000000 Penalty: 3609.633545
	Iteration 4Q: 3 clusters Score -8786092 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -8787386.000000 Penalty: 3609.633545
	Iteration 5Q: 3 clusters Score -8787386 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -8789193.000000 Penalty: 3609.633545
	Iteration 6Q: 3 clusters Score -8789193 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8791518.000000 Penalty: 3609.633545
	Iteration 7F: 3 clusters Score -8791518 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8794489.000000 Penalty: 3609.633545
	Iteration 8F: 3 clusters Score -8794489 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -8797534.000000 Penalty: 3609.633545
	Iteration 9F: 3 clusters Score -8797534 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -8800114.000000 Penalty: 3609.633545
	Iteration 10F: 3 clusters Score -8800114 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8801840.000000 Penalty: 3609.633545
	Iteration 11Q: 3 clusters Score -8801840 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -8803198.000000 Penalty: 3609.633545
	Iteration 12Q: 3 clusters Score -8803198 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8803924.000000 Penalty: 3609.633545
	Iteration 13Q: 3 clusters Score -8803924 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8804408.000000 Penalty: 3609.633545
	Iteration 14Q: 3 clusters Score -8804408 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8804712.000000 Penalty: 3609.633545
	Iteration 15Q: 3 clusters Score -8804712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8804922.000000 Penalty: 3609.633545
	Iteration 16Q: 3 clusters Score -8804922 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8805060.000000 Penalty: 3609.633545
	Iteration 17Q: 3 clusters Score -8805060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8805181.000000 Penalty: 3609.633545
	Iteration 18Q: 3 clusters Score -8805181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8805238.000000 Penalty: 3609.633545
	Iteration 19Q: 3 clusters Score -8805238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8805273.000000 Penalty: 3609.633545
	Iteration 20F: 3 clusters Score -8805273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8805314.000000 Penalty: 3609.633545
	Iteration 21Q: 3 clusters Score -8805314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8805339.000000 Penalty: 3609.633545
	Iteration 22Q: 3 clusters Score -8805339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8805369.000000 Penalty: 3609.633545
	Iteration 23Q: 3 clusters Score -8805369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8805370.000000 Penalty: 3609.633545
	Iteration 24Q: 3 clusters Score -8805370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8805402.000000 Penalty: 3609.633545
	Iteration 25Q: 3 clusters Score -8805402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8805414.000000 Penalty: 3609.633545
	Iteration 26Q: 3 clusters Score -8805414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8805416.000000 Penalty: 3609.633545
	Iteration 27Q: 3 clusters Score -8805416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8805424.000000 Penalty: 3609.633545
	Iteration 28Q: 3 clusters Score -8805424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8805441.000000 Penalty: 3609.633545
	Iteration 29Q: 3 clusters Score -8805441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8805442.000000 Penalty: 3609.633545
	Iteration 30Q: 3 clusters Score -8805442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8805444.000000 Penalty: 3609.633545
	Iteration 31Q: 3 clusters Score -8805444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8805447.000000 Penalty: 3609.633545
	Iteration 32Q: 3 clusters Score -8805447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8805462.000000 Penalty: 3609.633545
	Iteration 33Q: 3 clusters Score -8805462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8805462.000000 Penalty: 3609.633545
	Iteration 34Q: 3 clusters Score -8805462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8805464.000000 Penalty: 3609.633545
	Iteration 35Q: 3 clusters Score -8805464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8805464.000000 Penalty: 3609.633545
	Iteration 36Q: 3 clusters Score -8805464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8805466.000000 Penalty: 3609.633545
	Iteration 37Q: 3 clusters Score -8805466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8805469.000000 Penalty: 3609.633545
	Iteration 38Q: 3 clusters Score -8805469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8805475.000000 Penalty: 3609.633545
	Iteration 39Q: 3 clusters Score -8805475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8805481.000000 Penalty: 3609.633545
	Iteration 40F: 3 clusters Score -8805481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8805481.000000 Penalty: 3609.633545
	Iteration 41Q: 3 clusters Score -8805481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8805481.000000 Penalty: 3609.633545
	Iteration 42F: 3 clusters Score -8805481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -117320.242188 Penalty: 1095.526367
	Iteration 0F: 2 clusters Score -117320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116066.523438 Penalty: 2191.052734
	Iteration 0F: 3 clusters Score -116066.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116555.468750 Penalty: 2191.052734
	Iteration 1F: 3 clusters Score -116555.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116787.828125 Penalty: 2191.052734
	Iteration 2F: 3 clusters Score -116787.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116904.718750 Penalty: 2191.052734
	Iteration 3F: 3 clusters Score -116904.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116958.656250 Penalty: 2191.052734
	Iteration 4Q: 3 clusters Score -116958.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116986.742188 Penalty: 2191.052734
	Iteration 5Q: 3 clusters Score -116986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116996.039062 Penalty: 2191.052734
	Iteration 6Q: 3 clusters Score -116996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116999.171875 Penalty: 2191.052734
	Iteration 7Q: 3 clusters Score -116999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117008.750000 Penalty: 2191.052734
	Iteration 8Q: 3 clusters Score -117008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117011.960938 Penalty: 2191.052734
	Iteration 9Q: 3 clusters Score -117012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117012.414062 Penalty: 2191.052734
	Iteration 10Q: 3 clusters Score -117012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117012.640625 Penalty: 2191.052734
	Iteration 11Q: 3 clusters Score -117012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117013.125000 Penalty: 2191.052734
	Iteration 12Q: 3 clusters Score -117013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117013.335938 Penalty: 2191.052734
	Iteration 13Q: 3 clusters Score -117013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117013.335938 Penalty: 2191.052734
	Iteration 14F: 3 clusters Score -117013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43466.679688 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43466.68 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43746.660156 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43746.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43905.312500 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43905.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44056.832031 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -44056.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44158.246094 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -44158.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44194.542969 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44194.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44247.761719 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44247.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44252.703125 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44274.468750 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44274.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44278.664062 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44278.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44284.726562 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -44284.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44290.128906 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -44290.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44294.226562 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -44294.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44294.500000 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -44294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44294.925781 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -44294.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44294.925781 Penalty: 2014.505615
	Iteration 15F: 3 clusters Score -44294.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11564.247070 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11564.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11657.551758 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11657.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11679.742188 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11679.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11723.716797 Penalty: 1751.448364
	Iteration 3F: 3 clusters Score -11723.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11747.970703 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11747.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11782.231445 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11782.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11791.749023 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -11791.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11800.488281 Penalty: 1751.448364
	Iteration 7Q: 3 clusters Score -11800.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11811.488281 Penalty: 1751.448364
	Iteration 8Q: 3 clusters Score -11811.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11815.682617 Penalty: 1751.448364
	Iteration 9Q: 3 clusters Score -11815.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11815.682617 Penalty: 1751.448364
	Iteration 10F: 3 clusters Score -11815.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Entering Unmasked Estep 
Score: -3284534.250000 Penalty: 1645.804810
	Iteration 0F: 2 clusters Score -3284534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3267703.500000 Penalty: 3291.609619
	Iteration 0F: 3 clusters Score -3267704 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3273989.000000 Penalty: 3291.609619
	Iteration 1F: 3 clusters Score -3273989 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3274531.000000 Penalty: 3291.609619
	Iteration 2Q: 3 clusters Score -3274531 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3275107.500000 Penalty: 3291.609619
	Iteration 3F: 3 clusters Score -3275108 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3275748.250000 Penalty: 3291.609619
	Iteration 4F: 3 clusters Score -3275748 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3276412.750000 Penalty: 3291.609619
	Iteration 5F: 3 clusters Score -3276413 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3276982.250000 Penalty: 3291.609619
	Iteration 6Q: 3 clusters Score -3276982 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3277570.750000 Penalty: 3291.609619
	Iteration 7Q: 3 clusters Score -3277571 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3278211.500000 Penalty: 3291.609619
	Iteration 8Q: 3 clusters Score -3278212 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3278837.750000 Penalty: 3291.609619
	Iteration 9Q: 3 clusters Score -3278838 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3279438.750000 Penalty: 3291.609619
	Iteration 10Q: 3 clusters Score -3279439 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3279898.250000 Penalty: 3291.609619
	Iteration 11Q: 3 clusters Score -3279898 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3280190.500000 Penalty: 3291.609619
	Iteration 12Q: 3 clusters Score -3280190 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3280358.250000 Penalty: 3291.609619
	Iteration 13Q: 3 clusters Score -3280358 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3280449.750000 Penalty: 3291.609619
	Iteration 14Q: 3 clusters Score -3280450 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3280518.750000 Penalty: 3291.609619
	Iteration 15Q: 3 clusters Score -3280519 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3280568.000000 Penalty: 3291.609619
	Iteration 16Q: 3 clusters Score -3280568 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3280608.000000 Penalty: 3291.609619
	Iteration 17Q: 3 clusters Score -3280608 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3280637.500000 Penalty: 3291.609619
	Iteration 18Q: 3 clusters Score -3280638 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3280677.500000 Penalty: 3291.609619
	Iteration 19Q: 3 clusters Score -3280678 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3280722.500000 Penalty: 3291.609619
	Iteration 20F: 3 clusters Score -3280722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3280759.750000 Penalty: 3291.609619
	Iteration 21Q: 3 clusters Score -3280760 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3280794.000000 Penalty: 3291.609619
	Iteration 22Q: 3 clusters Score -3280794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3280830.250000 Penalty: 3291.609619
	Iteration 23Q: 3 clusters Score -3280830 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3280874.000000 Penalty: 3291.609619
	Iteration 24Q: 3 clusters Score -3280874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3280910.500000 Penalty: 3291.609619
	Iteration 25Q: 3 clusters Score -3280910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3280957.500000 Penalty: 3291.609619
	Iteration 26Q: 3 clusters Score -3280958 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3280994.250000 Penalty: 3291.609619
	Iteration 27Q: 3 clusters Score -3280994 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3281045.000000 Penalty: 3291.609619
	Iteration 28Q: 3 clusters Score -3281045 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3281094.250000 Penalty: 3291.609619
	Iteration 29Q: 3 clusters Score -3281094 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3281147.250000 Penalty: 3291.609619
	Iteration 30Q: 3 clusters Score -3281147 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3281210.250000 Penalty: 3291.609619
	Iteration 31Q: 3 clusters Score -3281210 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3281269.500000 Penalty: 3291.609619
	Iteration 32Q: 3 clusters Score -3281270 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3281338.500000 Penalty: 3291.609619
	Iteration 33Q: 3 clusters Score -3281338 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3281402.500000 Penalty: 3291.609619
	Iteration 34Q: 3 clusters Score -3281402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3281454.250000 Penalty: 3291.609619
	Iteration 35Q: 3 clusters Score -3281454 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3281532.500000 Penalty: 3291.609619
	Iteration 36Q: 3 clusters Score -3281532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3281602.250000 Penalty: 3291.609619
	Iteration 37Q: 3 clusters Score -3281602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3281677.250000 Penalty: 3291.609619
	Iteration 38Q: 3 clusters Score -3281677 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3281753.750000 Penalty: 3291.609619
	Iteration 39Q: 3 clusters Score -3281754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3281813.500000 Penalty: 3291.609619
	Iteration 40F: 3 clusters Score -3281814 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3281871.000000 Penalty: 3291.609619
	Iteration 41Q: 3 clusters Score -3281871 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3281936.750000 Penalty: 3291.609619
	Iteration 42Q: 3 clusters Score -3281937 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3282006.750000 Penalty: 3291.609619
	Iteration 43Q: 3 clusters Score -3282007 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3282081.000000 Penalty: 3291.609619
	Iteration 44Q: 3 clusters Score -3282081 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3282151.000000 Penalty: 3291.609619
	Iteration 45Q: 3 clusters Score -3282151 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3282237.000000 Penalty: 3291.609619
	Iteration 46Q: 3 clusters Score -3282237 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3282316.500000 Penalty: 3291.609619
	Iteration 47Q: 3 clusters Score -3282316 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3282374.750000 Penalty: 3291.609619
	Iteration 48Q: 3 clusters Score -3282375 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3282431.500000 Penalty: 3291.609619
	Iteration 49Q: 3 clusters Score -3282432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3282488.500000 Penalty: 3291.609619
	Iteration 50Q: 3 clusters Score -3282488 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3282566.500000 Penalty: 3291.609619
	Iteration 51Q: 3 clusters Score -3282566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3282615.750000 Penalty: 3291.609619
	Iteration 52Q: 3 clusters Score -3282616 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3282675.000000 Penalty: 3291.609619
	Iteration 53Q: 3 clusters Score -3282675 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3282719.750000 Penalty: 3291.609619
	Iteration 54Q: 3 clusters Score -3282720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3282803.500000 Penalty: 3291.609619
	Iteration 55Q: 3 clusters Score -3282804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3282870.250000 Penalty: 3291.609619
	Iteration 56Q: 3 clusters Score -3282870 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3282915.000000 Penalty: 3291.609619
	Iteration 57Q: 3 clusters Score -3282915 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3282971.000000 Penalty: 3291.609619
	Iteration 58Q: 3 clusters Score -3282971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3283006.250000 Penalty: 3291.609619
	Iteration 59Q: 3 clusters Score -3283006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3283030.250000 Penalty: 3291.609619
	Iteration 60F: 3 clusters Score -3283030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3283040.500000 Penalty: 3291.609619
	Iteration 61Q: 3 clusters Score -3283040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3283064.250000 Penalty: 3291.609619
	Iteration 62Q: 3 clusters Score -3283064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3283080.000000 Penalty: 3291.609619
	Iteration 63Q: 3 clusters Score -3283080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3283089.000000 Penalty: 3291.609619
	Iteration 64Q: 3 clusters Score -3283089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3283097.750000 Penalty: 3291.609619
	Iteration 65Q: 3 clusters Score -3283098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3283106.750000 Penalty: 3291.609619
	Iteration 66Q: 3 clusters Score -3283107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3283114.500000 Penalty: 3291.609619
	Iteration 67Q: 3 clusters Score -3283114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3283125.750000 Penalty: 3291.609619
	Iteration 68Q: 3 clusters Score -3283126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3283129.500000 Penalty: 3291.609619
	Iteration 69Q: 3 clusters Score -3283130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3283137.250000 Penalty: 3291.609619
	Iteration 70Q: 3 clusters Score -3283137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3283143.000000 Penalty: 3291.609619
	Iteration 71Q: 3 clusters Score -3283143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3283152.250000 Penalty: 3291.609619
	Iteration 72Q: 3 clusters Score -3283152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3283163.250000 Penalty: 3291.609619
	Iteration 73Q: 3 clusters Score -3283163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3283168.750000 Penalty: 3291.609619
	Iteration 74Q: 3 clusters Score -3283169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3283172.250000 Penalty: 3291.609619
	Iteration 75Q: 3 clusters Score -3283172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3283183.000000 Penalty: 3291.609619
	Iteration 76Q: 3 clusters Score -3283183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3283190.750000 Penalty: 3291.609619
	Iteration 77Q: 3 clusters Score -3283191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3283197.500000 Penalty: 3291.609619
	Iteration 78Q: 3 clusters Score -3283198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3283201.750000 Penalty: 3291.609619
	Iteration 79Q: 3 clusters Score -3283202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3283223.500000 Penalty: 3291.609619
	Iteration 80F: 3 clusters Score -3283224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3283232.750000 Penalty: 3291.609619
	Iteration 81Q: 3 clusters Score -3283233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3283236.250000 Penalty: 3291.609619
	Iteration 82Q: 3 clusters Score -3283236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3283253.000000 Penalty: 3291.609619
	Iteration 83Q: 3 clusters Score -3283253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3283260.000000 Penalty: 3291.609619
	Iteration 84Q: 3 clusters Score -3283260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3283274.750000 Penalty: 3291.609619
	Iteration 85Q: 3 clusters Score -3283275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3283287.000000 Penalty: 3291.609619
	Iteration 86Q: 3 clusters Score -3283287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3283282.750000 Penalty: 3291.609619
	Iteration 87Q: 3 clusters Score -3283283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3283291.000000 Penalty: 3291.609619
	Iteration 88Q: 3 clusters Score -3283291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3283292.500000 Penalty: 3291.609619
	Iteration 89Q: 3 clusters Score -3283292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3283302.750000 Penalty: 3291.609619
	Iteration 90Q: 3 clusters Score -3283303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3283303.750000 Penalty: 3291.609619
	Iteration 91Q: 3 clusters Score -3283304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3283310.750000 Penalty: 3291.609619
	Iteration 92Q: 3 clusters Score -3283311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3283315.500000 Penalty: 3291.609619
	Iteration 93Q: 3 clusters Score -3283316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3283320.000000 Penalty: 3291.609619
	Iteration 94Q: 3 clusters Score -3283320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3283315.500000 Penalty: 3291.609619
	Iteration 95Q: 3 clusters Score -3283316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3283317.500000 Penalty: 3291.609619
	Iteration 96Q: 3 clusters Score -3283318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3283322.500000 Penalty: 3291.609619
	Iteration 97Q: 3 clusters Score -3283322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3283321.000000 Penalty: 3291.609619
	Iteration 98Q: 3 clusters Score -3283321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3283322.500000 Penalty: 3291.609619
	Iteration 99Q: 3 clusters Score -3283322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3283323.000000 Penalty: 3291.609619
	Iteration 100F: 3 clusters Score -3283323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3283325.000000 Penalty: 3291.609619
	Iteration 101Q: 3 clusters Score -3283325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3283324.500000 Penalty: 3291.609619
	Iteration 102Q: 3 clusters Score -3283324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3283324.500000 Penalty: 3291.609619
	Iteration 103Q: 3 clusters Score -3283324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3283324.500000 Penalty: 3291.609619
	Iteration 104F: 3 clusters Score -3283324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -178142.015625 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -178142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176489.671875 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -176489.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -176769.203125 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -176769.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -176840.531250 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -176840.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176882.515625 Penalty: 2343.515869
	Iteration 3Q: 3 clusters Score -176882.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176913.968750 Penalty: 2343.515869
	Iteration 4Q: 3 clusters Score -176914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -176934.671875 Penalty: 2343.515869
	Iteration 5Q: 3 clusters Score -176934.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176946.468750 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -176946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -176959.140625 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -176959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -176976.421875 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -176976.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -176998.078125 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -176998.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -177012.875000 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -177012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -177019.281250 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -177019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -177023.078125 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -177023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177029.671875 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -177029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177035.062500 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -177035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -177039.781250 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -177039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177041.984375 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -177042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177043.937500 Penalty: 2343.515869
	Iteration 17Q: 3 clusters Score -177043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177043.937500 Penalty: 2343.515869
	Iteration 18F: 3 clusters Score -177043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -312581.968750 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -312582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -310234.375000 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -310234.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -310721.000000 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -310721 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -310837.156250 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -310837.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -310923.250000 Penalty: 2539.679932
	Iteration 3F: 3 clusters Score -310923.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -310986.281250 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -310986.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311040.156250 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -311040.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -311091.031250 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -311091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -311141.437500 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -311141.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -311216.656250 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -311216.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -311316.718750 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -311316.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -311402.375000 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -311402.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -311491.781250 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -311491.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -311577.218750 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -311577.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -311662.625000 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -311662.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -311738.000000 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -311738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -311792.906250 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -311792.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -311825.343750 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -311825.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -311849.593750 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -311849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -311863.375000 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -311863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -311872.906250 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -311872.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -311882.656250 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -311882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -311891.312500 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -311891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -311901.437500 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -311901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -311910.687500 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -311910.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -311917.812500 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -311917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -311926.531250 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -311926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -311929.500000 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -311929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -311934.062500 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -311934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -311939.375000 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -311939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -311943.250000 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -311943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -311947.062500 Penalty: 2539.679932
	Iteration 30Q: 3 clusters Score -311947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -311949.281250 Penalty: 2539.679932
	Iteration 31Q: 3 clusters Score -311949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -311952.468750 Penalty: 2539.679932
	Iteration 32Q: 3 clusters Score -311952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -311957.218750 Penalty: 2539.679932
	Iteration 33Q: 3 clusters Score -311957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -311964.562500 Penalty: 2539.679932
	Iteration 34Q: 3 clusters Score -311964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -311970.906250 Penalty: 2539.679932
	Iteration 35Q: 3 clusters Score -311970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -311974.250000 Penalty: 2539.679932
	Iteration 36Q: 3 clusters Score -311974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -311977.500000 Penalty: 2539.679932
	Iteration 37Q: 3 clusters Score -311977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -311981.875000 Penalty: 2539.679932
	Iteration 38Q: 3 clusters Score -311981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -311987.281250 Penalty: 2539.679932
	Iteration 39Q: 3 clusters Score -311987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -311990.625000 Penalty: 2539.679932
	Iteration 40F: 3 clusters Score -311990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -311992.125000 Penalty: 2539.679932
	Iteration 41Q: 3 clusters Score -311992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -311994.375000 Penalty: 2539.679932
	Iteration 42Q: 3 clusters Score -311994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -311997.375000 Penalty: 2539.679932
	Iteration 43Q: 3 clusters Score -311997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -312000.062500 Penalty: 2539.679932
	Iteration 44Q: 3 clusters Score -312000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -312004.750000 Penalty: 2539.679932
	Iteration 45Q: 3 clusters Score -312004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -312005.000000 Penalty: 2539.679932
	Iteration 46Q: 3 clusters Score -312005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -312005.000000 Penalty: 2539.679932
	Iteration 47F: 3 clusters Score -312005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Entering Unmasked Estep 
Score: -3715645.250000 Penalty: 1663.499390
	Iteration 0F: 2 clusters Score -3715645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3696748.750000 Penalty: 3326.998779
	Iteration 0F: 3 clusters Score -3696749 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3704054.500000 Penalty: 3326.998779
	Iteration 1F: 3 clusters Score -3704054 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3704616.500000 Penalty: 3326.998779
	Iteration 2F: 3 clusters Score -3704616 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3705310.250000 Penalty: 3326.998779
	Iteration 3F: 3 clusters Score -3705310 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3706099.750000 Penalty: 3326.998779
	Iteration 4F: 3 clusters Score -3706100 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3707080.500000 Penalty: 3326.998779
	Iteration 5F: 3 clusters Score -3707080 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3708286.250000 Penalty: 3326.998779
	Iteration 6F: 3 clusters Score -3708286 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3709584.250000 Penalty: 3326.998779
	Iteration 7F: 3 clusters Score -3709584 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3710819.000000 Penalty: 3326.998779
	Iteration 8F: 3 clusters Score -3710819 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3711800.000000 Penalty: 3326.998779
	Iteration 9Q: 3 clusters Score -3711800 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3712503.500000 Penalty: 3326.998779
	Iteration 10Q: 3 clusters Score -3712504 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3712983.250000 Penalty: 3326.998779
	Iteration 11Q: 3 clusters Score -3712983 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3713301.750000 Penalty: 3326.998779
	Iteration 12Q: 3 clusters Score -3713302 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3713533.750000 Penalty: 3326.998779
	Iteration 13Q: 3 clusters Score -3713534 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3713694.000000 Penalty: 3326.998779
	Iteration 14Q: 3 clusters Score -3713694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3713830.250000 Penalty: 3326.998779
	Iteration 15Q: 3 clusters Score -3713830 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3713925.500000 Penalty: 3326.998779
	Iteration 16Q: 3 clusters Score -3713926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3714012.750000 Penalty: 3326.998779
	Iteration 17Q: 3 clusters Score -3714013 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3714070.500000 Penalty: 3326.998779
	Iteration 18Q: 3 clusters Score -3714070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3714122.500000 Penalty: 3326.998779
	Iteration 19Q: 3 clusters Score -3714122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3714161.250000 Penalty: 3326.998779
	Iteration 20F: 3 clusters Score -3714161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3714204.500000 Penalty: 3326.998779
	Iteration 21Q: 3 clusters Score -3714204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3714253.500000 Penalty: 3326.998779
	Iteration 22Q: 3 clusters Score -3714254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3714275.750000 Penalty: 3326.998779
	Iteration 23Q: 3 clusters Score -3714276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3714306.500000 Penalty: 3326.998779
	Iteration 24Q: 3 clusters Score -3714306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3714331.500000 Penalty: 3326.998779
	Iteration 25Q: 3 clusters Score -3714332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3714343.250000 Penalty: 3326.998779
	Iteration 26Q: 3 clusters Score -3714343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3714355.250000 Penalty: 3326.998779
	Iteration 27Q: 3 clusters Score -3714355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3714369.500000 Penalty: 3326.998779
	Iteration 28Q: 3 clusters Score -3714370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3714384.750000 Penalty: 3326.998779
	Iteration 29Q: 3 clusters Score -3714385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3714392.500000 Penalty: 3326.998779
	Iteration 30Q: 3 clusters Score -3714392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3714399.500000 Penalty: 3326.998779
	Iteration 31Q: 3 clusters Score -3714400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3714417.500000 Penalty: 3326.998779
	Iteration 32Q: 3 clusters Score -3714418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3714427.250000 Penalty: 3326.998779
	Iteration 33Q: 3 clusters Score -3714427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3714435.750000 Penalty: 3326.998779
	Iteration 34Q: 3 clusters Score -3714436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3714439.000000 Penalty: 3326.998779
	Iteration 35Q: 3 clusters Score -3714439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3714446.000000 Penalty: 3326.998779
	Iteration 36Q: 3 clusters Score -3714446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3714447.250000 Penalty: 3326.998779
	Iteration 37Q: 3 clusters Score -3714447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3714445.500000 Penalty: 3326.998779
	Iteration 38Q: 3 clusters Score -3714446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3714445.250000 Penalty: 3326.998779
	Iteration 39Q: 3 clusters Score -3714445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3714446.500000 Penalty: 3326.998779
	Iteration 40F: 3 clusters Score -3714446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3714452.250000 Penalty: 3326.998779
	Iteration 41Q: 3 clusters Score -3714452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3714452.250000 Penalty: 3326.998779
	Iteration 42F: 3 clusters Score -3714452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42561.382812 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42561.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42806.496094 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42806.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42961.003906 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -42961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43097.324219 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43097.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43223.832031 Penalty: 1992.648682
	Iteration 4F: 3 clusters Score -43223.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43279.890625 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43279.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43341.179688 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43341.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43397.730469 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43397.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43436.066406 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43436.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43450.820312 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43450.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43468.117188 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43468.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43482.257812 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -43482.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43493.394531 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -43493.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43500.207031 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -43500.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43519.863281 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -43519.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43523.804688 Penalty: 1992.648682
	Iteration 15Q: 3 clusters Score -43523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43524.347656 Penalty: 1992.648682
	Iteration 16Q: 3 clusters Score -43524.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43526.808594 Penalty: 1992.648682
	Iteration 17Q: 3 clusters Score -43526.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43526.863281 Penalty: 1992.648682
	Iteration 18F: 3 clusters Score -43526.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43533.644531 Penalty: 1992.648682
	Iteration 19Q: 3 clusters Score -43533.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43538.148438 Penalty: 1992.648682
	Iteration 20F: 3 clusters Score -43538.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43541.968750 Penalty: 1992.648682
	Iteration 21Q: 3 clusters Score -43541.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43541.968750 Penalty: 1992.648682
	Iteration 22F: 3 clusters Score -43541.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16875.406250 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16875.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16981.490234 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16981.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16991.207031 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -16991.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16994.818359 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -16994.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17012.738281 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17012.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17019.955078 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17019.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17021.636719 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -17021.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17021.636719 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -17021.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -283686.406250 Penalty: 1254.214111
	Iteration 0F: 2 clusters Score -283686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -281423.031250 Penalty: 2508.428223
	Iteration 0F: 3 clusters Score -281423 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -281995.875000 Penalty: 2508.428223
	Iteration 1F: 3 clusters Score -281995.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -282208.718750 Penalty: 2508.428223
	Iteration 2F: 3 clusters Score -282208.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -282359.312500 Penalty: 2508.428223
	Iteration 3F: 3 clusters Score -282359.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -282468.375000 Penalty: 2508.428223
	Iteration 4F: 3 clusters Score -282468.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -282543.343750 Penalty: 2508.428223
	Iteration 5Q: 3 clusters Score -282543.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -282588.750000 Penalty: 2508.428223
	Iteration 6Q: 3 clusters Score -282588.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -282613.750000 Penalty: 2508.428223
	Iteration 7Q: 3 clusters Score -282613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -282638.875000 Penalty: 2508.428223
	Iteration 8Q: 3 clusters Score -282638.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -282664.187500 Penalty: 2508.428223
	Iteration 9Q: 3 clusters Score -282664.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282683.968750 Penalty: 2508.428223
	Iteration 10Q: 3 clusters Score -282684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -282701.593750 Penalty: 2508.428223
	Iteration 11Q: 3 clusters Score -282701.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -282728.906250 Penalty: 2508.428223
	Iteration 12Q: 3 clusters Score -282728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -282739.625000 Penalty: 2508.428223
	Iteration 13Q: 3 clusters Score -282739.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -282752.906250 Penalty: 2508.428223
	Iteration 14Q: 3 clusters Score -282752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -282764.031250 Penalty: 2508.428223
	Iteration 15Q: 3 clusters Score -282764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -282776.750000 Penalty: 2508.428223
	Iteration 16Q: 3 clusters Score -282776.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -282787.937500 Penalty: 2508.428223
	Iteration 17Q: 3 clusters Score -282787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -282796.937500 Penalty: 2508.428223
	Iteration 18Q: 3 clusters Score -282796.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -282814.093750 Penalty: 2508.428223
	Iteration 19Q: 3 clusters Score -282814.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -282838.500000 Penalty: 2508.428223
	Iteration 20F: 3 clusters Score -282838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -282852.156250 Penalty: 2508.428223
	Iteration 21Q: 3 clusters Score -282852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -282867.250000 Penalty: 2508.428223
	Iteration 22Q: 3 clusters Score -282867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -282882.968750 Penalty: 2508.428223
	Iteration 23Q: 3 clusters Score -282883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -282902.875000 Penalty: 2508.428223
	Iteration 24Q: 3 clusters Score -282902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -282918.312500 Penalty: 2508.428223
	Iteration 25Q: 3 clusters Score -282918.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -282935.343750 Penalty: 2508.428223
	Iteration 26Q: 3 clusters Score -282935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -282950.562500 Penalty: 2508.428223
	Iteration 27Q: 3 clusters Score -282950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -282956.250000 Penalty: 2508.428223
	Iteration 28Q: 3 clusters Score -282956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -282961.437500 Penalty: 2508.428223
	Iteration 29Q: 3 clusters Score -282961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -282965.531250 Penalty: 2508.428223
	Iteration 30Q: 3 clusters Score -282965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -282966.593750 Penalty: 2508.428223
	Iteration 31Q: 3 clusters Score -282966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -282967.406250 Penalty: 2508.428223
	Iteration 32Q: 3 clusters Score -282967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -282967.406250 Penalty: 2508.428223
	Iteration 33F: 3 clusters Score -282967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54891.964844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54891.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53902.890625 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53902.89 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54133.593750 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54133.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54243.968750 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54243.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54306.839844 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -54306.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54337.445312 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54337.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54368.699219 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54368.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54411.464844 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54411.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54474.660156 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54474.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54509.085938 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54509.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54510.957031 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54510.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54512.148438 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -54512.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54512.148438 Penalty: 2021.691772
	Iteration 11F: 3 clusters Score -54512.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2608442.000000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608442 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2612460.500000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612460 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2613093.500000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2613094 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2613932.500000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613932 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2614857.500000 Penalty: 3148.358887
	Iteration 4F: 3 clusters Score -2614858 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2615666.000000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2615666 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2616214.000000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2616214 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2616559.250000 Penalty: 3148.358887
	Iteration 7Q: 3 clusters Score -2616559 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2616820.500000 Penalty: 3148.358887
	Iteration 8Q: 3 clusters Score -2616820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2617047.000000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2617047 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2617260.250000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2617260 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2617442.250000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2617442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2617589.250000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2617589 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2617715.000000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617715 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2617795.000000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2617795 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2617828.250000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2617828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2617852.250000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2617852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2617871.500000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2617872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2617880.250000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2617880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2617884.250000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2617884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2617881.250000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2617881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2617892.000000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2617892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2617893.750000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2617894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2617892.250000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2617892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2617899.750000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2617900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2617902.000000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2617902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2617906.500000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2617906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2617915.250000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2617915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2617916.500000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2617916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2617917.500000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2617918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2617918.750000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2617919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2617921.250000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2617921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2617917.250000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2617917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2617918.250000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2617918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2617915.750000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2617916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2617920.250000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2617920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2617924.250000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2617924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2617926.250000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2617926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2617926.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2617926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2617935.750000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2617936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2617935.250000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2617935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2617939.750000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2617940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2617945.250000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2617945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2617940.750000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2617941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2617941.500000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2617942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2617944.000000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2617944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2617941.000000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2617941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2617946.750000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2617947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2617947.250000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2617947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2617948.750000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2617949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2617946.250000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2617946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2617951.250000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2617951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2617949.250000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2617949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2617946.750000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2617947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2617955.000000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2617955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2617947.500000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2617948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2617947.500000 Penalty: 3148.358887
	Iteration 56F: 3 clusters Score -2617948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Entering Unmasked Estep 
Score: -7765382.500000 Penalty: 1783.354492
	Iteration 0F: 2 clusters Score -7765382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7730251.500000 Penalty: 3566.708984
	Iteration 0F: 3 clusters Score -7730252 nChanged 27410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -7746212.000000 Penalty: 3566.708984
	Iteration 1F: 3 clusters Score -7746212 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -7747215.500000 Penalty: 3566.708984
	Iteration 2Q: 3 clusters Score -7747216 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -7748770.000000 Penalty: 3566.708984
	Iteration 3F: 3 clusters Score -7748770 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -7751482.500000 Penalty: 3566.708984
	Iteration 4F: 3 clusters Score -7751482 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -7755082.000000 Penalty: 3566.708984
	Iteration 5F: 3 clusters Score -7755082 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -7758811.000000 Penalty: 3566.708984
	Iteration 6F: 3 clusters Score -7758811 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7761573.000000 Penalty: 3566.708984
	Iteration 7F: 3 clusters Score -7761573 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -7762895.000000 Penalty: 3566.708984
	Iteration 8Q: 3 clusters Score -7762895 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -7763428.500000 Penalty: 3566.708984
	Iteration 9Q: 3 clusters Score -7763428 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -7763669.000000 Penalty: 3566.708984
	Iteration 10Q: 3 clusters Score -7763669 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -7763805.000000 Penalty: 3566.708984
	Iteration 11Q: 3 clusters Score -7763805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7763857.500000 Penalty: 3566.708984
	Iteration 12Q: 3 clusters Score -7763858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -7763902.000000 Penalty: 3566.708984
	Iteration 13Q: 3 clusters Score -7763902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7763931.500000 Penalty: 3566.708984
	Iteration 14Q: 3 clusters Score -7763932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -7763943.500000 Penalty: 3566.708984
	Iteration 15Q: 3 clusters Score -7763944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -7763952.000000 Penalty: 3566.708984
	Iteration 16Q: 3 clusters Score -7763952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -7763952.500000 Penalty: 3566.708984
	Iteration 17Q: 3 clusters Score -7763952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -7763943.500000 Penalty: 3566.708984
	Iteration 18Q: 3 clusters Score -7763944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -7763955.500000 Penalty: 3566.708984
	Iteration 19Q: 3 clusters Score -7763956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -7763956.000000 Penalty: 3566.708984
	Iteration 20F: 3 clusters Score -7763956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -7763956.000000 Penalty: 3566.708984
	Iteration 21Q: 3 clusters Score -7763956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -7763958.000000 Penalty: 3566.708984
	Iteration 22Q: 3 clusters Score -7763958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -7763961.000000 Penalty: 3566.708984
	Iteration 23Q: 3 clusters Score -7763961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -7763957.500000 Penalty: 3566.708984
	Iteration 24Q: 3 clusters Score -7763958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -7763957.500000 Penalty: 3566.708984
	Iteration 25F: 3 clusters Score -7763958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20630.517578 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20630.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20771.167969 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20771.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20810.337891 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20810.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20839.289062 Penalty: 1866.476074
	Iteration 3Q: 3 clusters Score -20839.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20849.681641 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -20849.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20855.410156 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -20855.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20857.962891 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -20857.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20857.962891 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -20857.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -481878.062500 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -481878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -478689.687500 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -478689.7 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -479492.000000 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -479492 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -479652.437500 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -479652.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -479766.125000 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -479766.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -479871.156250 Penalty: 2668.467041
	Iteration 4Q: 3 clusters Score -479871.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -479993.531250 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -479993.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -480105.812500 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -480105.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -480184.843750 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -480184.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -480280.218750 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -480280.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -480372.468750 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -480372.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -480452.187500 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -480452.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -480508.468750 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -480508.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -480547.656250 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -480547.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -480576.781250 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -480576.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -480604.718750 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -480604.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -480624.531250 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -480624.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -480644.750000 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -480644.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -480667.625000 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -480667.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -480688.656250 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -480688.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -480710.343750 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -480710.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -480729.875000 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -480729.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -480752.937500 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -480752.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -480779.250000 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -480779.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -480800.406250 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -480800.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -480815.000000 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -480815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -480827.937500 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -480827.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -480845.843750 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -480845.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -480856.781250 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -480856.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -480874.312500 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -480874.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -480882.750000 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -480882.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -480887.937500 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -480887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -480891.531250 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -480891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -480893.437500 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -480893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -480894.093750 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -480894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -480894.500000 Penalty: 2668.467041
	Iteration 34Q: 3 clusters Score -480894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -480896.281250 Penalty: 2668.467041
	Iteration 35Q: 3 clusters Score -480896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -480900.250000 Penalty: 2668.467041
	Iteration 36Q: 3 clusters Score -480900.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -480904.281250 Penalty: 2668.467041
	Iteration 37Q: 3 clusters Score -480904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -480912.250000 Penalty: 2668.467041
	Iteration 38Q: 3 clusters Score -480912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -480918.250000 Penalty: 2668.467041
	Iteration 39Q: 3 clusters Score -480918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -480923.531250 Penalty: 2668.467041
	Iteration 40F: 3 clusters Score -480923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -480926.468750 Penalty: 2668.467041
	Iteration 41Q: 3 clusters Score -480926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -480927.875000 Penalty: 2668.467041
	Iteration 42Q: 3 clusters Score -480927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -480929.187500 Penalty: 2668.467041
	Iteration 43Q: 3 clusters Score -480929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -480930.125000 Penalty: 2668.467041
	Iteration 44Q: 3 clusters Score -480930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -480933.187500 Penalty: 2668.467041
	Iteration 45Q: 3 clusters Score -480933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -480935.125000 Penalty: 2668.467041
	Iteration 46Q: 3 clusters Score -480935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -480934.812500 Penalty: 2668.467041
	Iteration 47Q: 3 clusters Score -480934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -480934.812500 Penalty: 2668.467041
	Iteration 48F: 3 clusters Score -480934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213323.578125 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213323.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213624.609375 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213624.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213695.140625 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213695.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -213739.234375 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -213775.171875 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213775.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -213798.828125 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213798.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -213816.062500 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213828.656250 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213828.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -213847.875000 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -213858.890625 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -213867.046875 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -213877.750000 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -213887.171875 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -213896.703125 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -213901.453125 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213905.984375 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -213912.687500 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213912.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -213917.515625 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -213920.640625 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -213923.031250 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -213923.656250 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213923.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -270051.312500 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -270051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268095.593750 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -268095.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268622.812500 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -268622.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -268875.218750 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -268875.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -269017.968750 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -269018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -269145.781250 Penalty: 2432.967041
	Iteration 4F: 3 clusters Score -269145.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -269281.125000 Penalty: 2432.967041
	Iteration 5F: 3 clusters Score -269281.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269381.687500 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -269381.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -269456.562500 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -269456.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269545.968750 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -269546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -269610.218750 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -269610.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269692.125000 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -269692.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269799.500000 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -269799.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -269888.062500 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -269888.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -269931.906250 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -269931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269952.031250 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -269952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269963.687500 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -269963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -269970.562500 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -269970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269973.500000 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -269973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -269974.875000 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -269974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269976.218750 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -269976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269976.875000 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -269976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Entering Unmasked Estep 
Score: -2643082.000000 Penalty: 1611.960205
	Iteration 0F: 2 clusters Score -2643082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2629076.250000 Penalty: 3223.920410
	Iteration 0F: 3 clusters Score -2629076 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2634198.750000 Penalty: 3223.920410
	Iteration 1F: 3 clusters Score -2634199 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2634505.750000 Penalty: 3223.920410
	Iteration 2Q: 3 clusters Score -2634506 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2634788.500000 Penalty: 3223.920410
	Iteration 3Q: 3 clusters Score -2634788 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2635115.500000 Penalty: 3223.920410
	Iteration 4Q: 3 clusters Score -2635116 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2635456.750000 Penalty: 3223.920410
	Iteration 5Q: 3 clusters Score -2635457 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2635864.250000 Penalty: 3223.920410
	Iteration 6Q: 3 clusters Score -2635864 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2636338.750000 Penalty: 3223.920410
	Iteration 7Q: 3 clusters Score -2636339 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2636873.500000 Penalty: 3223.920410
	Iteration 8Q: 3 clusters Score -2636874 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2637561.500000 Penalty: 3223.920410
	Iteration 9F: 3 clusters Score -2637562 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2638320.250000 Penalty: 3223.920410
	Iteration 10F: 3 clusters Score -2638320 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2639089.250000 Penalty: 3223.920410
	Iteration 11F: 3 clusters Score -2639089 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2639777.000000 Penalty: 3223.920410
	Iteration 12Q: 3 clusters Score -2639777 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2640341.250000 Penalty: 3223.920410
	Iteration 13Q: 3 clusters Score -2640341 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2640683.750000 Penalty: 3223.920410
	Iteration 14Q: 3 clusters Score -2640684 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2640904.250000 Penalty: 3223.920410
	Iteration 15Q: 3 clusters Score -2640904 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2641091.000000 Penalty: 3223.920410
	Iteration 16Q: 3 clusters Score -2641091 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2641245.250000 Penalty: 3223.920410
	Iteration 17Q: 3 clusters Score -2641245 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2641373.500000 Penalty: 3223.920410
	Iteration 18Q: 3 clusters Score -2641374 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2641488.500000 Penalty: 3223.920410
	Iteration 19Q: 3 clusters Score -2641488 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2641605.250000 Penalty: 3223.920410
	Iteration 20F: 3 clusters Score -2641605 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2641730.250000 Penalty: 3223.920410
	Iteration 21Q: 3 clusters Score -2641730 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2641852.500000 Penalty: 3223.920410
	Iteration 22Q: 3 clusters Score -2641852 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2641953.500000 Penalty: 3223.920410
	Iteration 23Q: 3 clusters Score -2641954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2642042.750000 Penalty: 3223.920410
	Iteration 24Q: 3 clusters Score -2642043 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2642111.250000 Penalty: 3223.920410
	Iteration 25Q: 3 clusters Score -2642111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2642171.750000 Penalty: 3223.920410
	Iteration 26Q: 3 clusters Score -2642172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2642215.250000 Penalty: 3223.920410
	Iteration 27Q: 3 clusters Score -2642215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2642236.500000 Penalty: 3223.920410
	Iteration 28Q: 3 clusters Score -2642236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2642256.750000 Penalty: 3223.920410
	Iteration 29Q: 3 clusters Score -2642257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2642269.750000 Penalty: 3223.920410
	Iteration 30Q: 3 clusters Score -2642270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2642277.250000 Penalty: 3223.920410
	Iteration 31Q: 3 clusters Score -2642277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2642293.500000 Penalty: 3223.920410
	Iteration 32Q: 3 clusters Score -2642294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2642291.000000 Penalty: 3223.920410
	Iteration 33Q: 3 clusters Score -2642291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2642296.250000 Penalty: 3223.920410
	Iteration 34Q: 3 clusters Score -2642296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2642300.500000 Penalty: 3223.920410
	Iteration 35Q: 3 clusters Score -2642300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2642299.250000 Penalty: 3223.920410
	Iteration 36Q: 3 clusters Score -2642299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2642303.000000 Penalty: 3223.920410
	Iteration 37Q: 3 clusters Score -2642303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2642305.750000 Penalty: 3223.920410
	Iteration 38Q: 3 clusters Score -2642306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2642304.000000 Penalty: 3223.920410
	Iteration 39Q: 3 clusters Score -2642304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2642305.500000 Penalty: 3223.920410
	Iteration 40F: 3 clusters Score -2642306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2642309.250000 Penalty: 3223.920410
	Iteration 41Q: 3 clusters Score -2642309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2642310.500000 Penalty: 3223.920410
	Iteration 42Q: 3 clusters Score -2642310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2642313.000000 Penalty: 3223.920410
	Iteration 43Q: 3 clusters Score -2642313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2642311.000000 Penalty: 3223.920410
	Iteration 44Q: 3 clusters Score -2642311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2642315.750000 Penalty: 3223.920410
	Iteration 45Q: 3 clusters Score -2642316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2642315.500000 Penalty: 3223.920410
	Iteration 46Q: 3 clusters Score -2642316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2642313.500000 Penalty: 3223.920410
	Iteration 47Q: 3 clusters Score -2642314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2642319.750000 Penalty: 3223.920410
	Iteration 48Q: 3 clusters Score -2642320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2642318.000000 Penalty: 3223.920410
	Iteration 49Q: 3 clusters Score -2642318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2642322.750000 Penalty: 3223.920410
	Iteration 50Q: 3 clusters Score -2642323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2642320.250000 Penalty: 3223.920410
	Iteration 51Q: 3 clusters Score -2642320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2642318.000000 Penalty: 3223.920410
	Iteration 52Q: 3 clusters Score -2642318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2642319.500000 Penalty: 3223.920410
	Iteration 53Q: 3 clusters Score -2642320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2642318.250000 Penalty: 3223.920410
	Iteration 54Q: 3 clusters Score -2642318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2642318.250000 Penalty: 3223.920410
	Iteration 55F: 3 clusters Score -2642318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (84656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Entering Unmasked Estep 
Score: -11216477.000000 Penalty: 1843.782104
	Iteration 0F: 2 clusters Score -1.121648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -11166026.000000 Penalty: 3687.564209
	Iteration 0F: 3 clusters Score -1.116603e+07 nChanged 40406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -11190087.000000 Penalty: 3687.564209
	Iteration 1F: 3 clusters Score -1.119009e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -11191568.000000 Penalty: 3687.564209
	Iteration 2Q: 3 clusters Score -1.119157e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -11193909.000000 Penalty: 3687.564209
	Iteration 3F: 3 clusters Score -1.119391e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -11197575.000000 Penalty: 3687.564209
	Iteration 4F: 3 clusters Score -1.119758e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -11202459.000000 Penalty: 3687.564209
	Iteration 5F: 3 clusters Score -1.120246e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -11207301.000000 Penalty: 3687.564209
	Iteration 6F: 3 clusters Score -1.12073e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -11209804.000000 Penalty: 3687.564209
	Iteration 7F: 3 clusters Score -1.12098e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -11210706.000000 Penalty: 3687.564209
	Iteration 8Q: 3 clusters Score -1.121071e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -11211055.000000 Penalty: 3687.564209
	Iteration 9Q: 3 clusters Score -1.121106e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -11211425.000000 Penalty: 3687.564209
	Iteration 10Q: 3 clusters Score -1.121142e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -11211684.000000 Penalty: 3687.564209
	Iteration 11Q: 3 clusters Score -1.121168e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -11212074.000000 Penalty: 3687.564209
	Iteration 12Q: 3 clusters Score -1.121207e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -11212492.000000 Penalty: 3687.564209
	Iteration 13Q: 3 clusters Score -1.121249e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -11212844.000000 Penalty: 3687.564209
	Iteration 14Q: 3 clusters Score -1.121284e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -11213221.000000 Penalty: 3687.564209
	Iteration 15Q: 3 clusters Score -1.121322e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -11213638.000000 Penalty: 3687.564209
	Iteration 16Q: 3 clusters Score -1.121364e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -11213986.000000 Penalty: 3687.564209
	Iteration 17Q: 3 clusters Score -1.121399e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -11214392.000000 Penalty: 3687.564209
	Iteration 18Q: 3 clusters Score -1.121439e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -11214504.000000 Penalty: 3687.564209
	Iteration 19Q: 3 clusters Score -1.12145e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -11214750.000000 Penalty: 3687.564209
	Iteration 20F: 3 clusters Score -1.121475e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -11214919.000000 Penalty: 3687.564209
	Iteration 21Q: 3 clusters Score -1.121492e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -11215113.000000 Penalty: 3687.564209
	Iteration 22Q: 3 clusters Score -1.121511e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -11215247.000000 Penalty: 3687.564209
	Iteration 23Q: 3 clusters Score -1.121525e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -11215331.000000 Penalty: 3687.564209
	Iteration 24Q: 3 clusters Score -1.121533e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -11215389.000000 Penalty: 3687.564209
	Iteration 25Q: 3 clusters Score -1.121539e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -11215451.000000 Penalty: 3687.564209
	Iteration 26Q: 3 clusters Score -1.121545e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -11215482.000000 Penalty: 3687.564209
	Iteration 27Q: 3 clusters Score -1.121548e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -11215483.000000 Penalty: 3687.564209
	Iteration 28Q: 3 clusters Score -1.121548e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -11215515.000000 Penalty: 3687.564209
	Iteration 29Q: 3 clusters Score -1.121552e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -11215526.000000 Penalty: 3687.564209
	Iteration 30Q: 3 clusters Score -1.121553e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -11215538.000000 Penalty: 3687.564209
	Iteration 31Q: 3 clusters Score -1.121554e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -11215547.000000 Penalty: 3687.564209
	Iteration 32Q: 3 clusters Score -1.121555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -11215561.000000 Penalty: 3687.564209
	Iteration 33Q: 3 clusters Score -1.121556e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11215549.000000 Penalty: 3687.564209
	Iteration 34Q: 3 clusters Score -1.121555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -11215529.000000 Penalty: 3687.564209
	Iteration 35Q: 3 clusters Score -1.121553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -11215514.000000 Penalty: 3687.564209
	Iteration 36Q: 3 clusters Score -1.121551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -11215526.000000 Penalty: 3687.564209
	Iteration 37Q: 3 clusters Score -1.121553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -11215530.000000 Penalty: 3687.564209
	Iteration 38Q: 3 clusters Score -1.121553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -11215540.000000 Penalty: 3687.564209
	Iteration 39Q: 3 clusters Score -1.121554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -11215613.000000 Penalty: 3687.564209
	Iteration 40F: 3 clusters Score -1.121561e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -11215598.000000 Penalty: 3687.564209
	Iteration 41Q: 3 clusters Score -1.12156e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -11215608.000000 Penalty: 3687.564209
	Iteration 42Q: 3 clusters Score -1.121561e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -11215608.000000 Penalty: 3687.564209
	Iteration 43Q: 3 clusters Score -1.121561e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -11215633.000000 Penalty: 3687.564209
	Iteration 44Q: 3 clusters Score -1.121563e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -11215639.000000 Penalty: 3687.564209
	Iteration 45Q: 3 clusters Score -1.121564e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -11215634.000000 Penalty: 3687.564209
	Iteration 46Q: 3 clusters Score -1.121563e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -11215676.000000 Penalty: 3687.564209
	Iteration 47Q: 3 clusters Score -1.121568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -11215720.000000 Penalty: 3687.564209
	Iteration 48Q: 3 clusters Score -1.121572e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -11215717.000000 Penalty: 3687.564209
	Iteration 49Q: 3 clusters Score -1.121572e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -11215774.000000 Penalty: 3687.564209
	Iteration 50Q: 3 clusters Score -1.121577e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -11215770.000000 Penalty: 3687.564209
	Iteration 51Q: 3 clusters Score -1.121577e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -11215806.000000 Penalty: 3687.564209
	Iteration 52Q: 3 clusters Score -1.121581e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -11215832.000000 Penalty: 3687.564209
	Iteration 53Q: 3 clusters Score -1.121583e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -11215826.000000 Penalty: 3687.564209
	Iteration 54Q: 3 clusters Score -1.121583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -11215834.000000 Penalty: 3687.564209
	Iteration 55Q: 3 clusters Score -1.121583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -11215851.000000 Penalty: 3687.564209
	Iteration 56Q: 3 clusters Score -1.121585e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -11215850.000000 Penalty: 3687.564209
	Iteration 57Q: 3 clusters Score -1.121585e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -11215885.000000 Penalty: 3687.564209
	Iteration 58Q: 3 clusters Score -1.121588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -11215915.000000 Penalty: 3687.564209
	Iteration 59Q: 3 clusters Score -1.121592e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -11215957.000000 Penalty: 3687.564209
	Iteration 60F: 3 clusters Score -1.121596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -11215963.000000 Penalty: 3687.564209
	Iteration 61Q: 3 clusters Score -1.121596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -11215959.000000 Penalty: 3687.564209
	Iteration 62Q: 3 clusters Score -1.121596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -11215967.000000 Penalty: 3687.564209
	Iteration 63Q: 3 clusters Score -1.121597e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -11215968.000000 Penalty: 3687.564209
	Iteration 64Q: 3 clusters Score -1.121597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -11215974.000000 Penalty: 3687.564209
	Iteration 65Q: 3 clusters Score -1.121597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -11215981.000000 Penalty: 3687.564209
	Iteration 66Q: 3 clusters Score -1.121598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -11215974.000000 Penalty: 3687.564209
	Iteration 67Q: 3 clusters Score -1.121597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -11215971.000000 Penalty: 3687.564209
	Iteration 68Q: 3 clusters Score -1.121597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -11215969.000000 Penalty: 3687.564209
	Iteration 69Q: 3 clusters Score -1.121597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -11215972.000000 Penalty: 3687.564209
	Iteration 70Q: 3 clusters Score -1.121597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -11215997.000000 Penalty: 3687.564209
	Iteration 71Q: 3 clusters Score -1.1216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -11216009.000000 Penalty: 3687.564209
	Iteration 72Q: 3 clusters Score -1.121601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -11216011.000000 Penalty: 3687.564209
	Iteration 73Q: 3 clusters Score -1.121601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -11216026.000000 Penalty: 3687.564209
	Iteration 74Q: 3 clusters Score -1.121603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -11216029.000000 Penalty: 3687.564209
	Iteration 75Q: 3 clusters Score -1.121603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -11216030.000000 Penalty: 3687.564209
	Iteration 76Q: 3 clusters Score -1.121603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -11216032.000000 Penalty: 3687.564209
	Iteration 77Q: 3 clusters Score -1.121603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -11216026.000000 Penalty: 3687.564209
	Iteration 78Q: 3 clusters Score -1.121603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -11216026.000000 Penalty: 3687.564209
	Iteration 79Q: 3 clusters Score -1.121603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -11216020.000000 Penalty: 3687.564209
	Iteration 80F: 3 clusters Score -1.121602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -11216029.000000 Penalty: 3687.564209
	Iteration 81Q: 3 clusters Score -1.121603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -11216024.000000 Penalty: 3687.564209
	Iteration 82Q: 3 clusters Score -1.121602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -11216021.000000 Penalty: 3687.564209
	Iteration 83Q: 3 clusters Score -1.121602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -11216017.000000 Penalty: 3687.564209
	Iteration 84Q: 3 clusters Score -1.121602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -11216026.000000 Penalty: 3687.564209
	Iteration 85Q: 3 clusters Score -1.121603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -11216020.000000 Penalty: 3687.564209
	Iteration 86Q: 3 clusters Score -1.121602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -11216002.000000 Penalty: 3687.564209
	Iteration 87Q: 3 clusters Score -1.1216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -11216003.000000 Penalty: 3687.564209
	Iteration 88Q: 3 clusters Score -1.1216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -11216008.000000 Penalty: 3687.564209
	Iteration 89Q: 3 clusters Score -1.121601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -11216012.000000 Penalty: 3687.564209
	Iteration 90Q: 3 clusters Score -1.121601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -11216012.000000 Penalty: 3687.564209
	Iteration 91F: 3 clusters Score -1.121601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32082.886719 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32082.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32206.611328 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32206.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32242.707031 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -32242.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32278.675781 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32278.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32308.916016 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32308.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32328.742188 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32328.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32340.093750 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32340.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32349.537109 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32349.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32376.972656 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32376.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32389.683594 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -32389.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32396.291016 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -32396.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32396.291016 Penalty: 1864.385986
	Iteration 11F: 3 clusters Score -32396.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41700.125000 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41700.12 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41968.312500 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -41968.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42091.429688 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42091.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42204.187500 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42204.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42269.015625 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42269.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42326.339844 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42326.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42380.167969 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42380.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42419.695312 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42469.894531 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42469.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42497.757812 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42497.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42526.527344 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42526.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42540.046875 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42540.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42552.835938 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42552.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42554.933594 Penalty: 2054.249756
	Iteration 13Q: 3 clusters Score -42554.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42558.210938 Penalty: 2054.249756
	Iteration 14Q: 3 clusters Score -42558.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42565.457031 Penalty: 2054.249756
	Iteration 15Q: 3 clusters Score -42565.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42567.703125 Penalty: 2054.249756
	Iteration 16Q: 3 clusters Score -42567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42586.812500 Penalty: 2054.249756
	Iteration 17F: 3 clusters Score -42586.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42625.906250 Penalty: 2054.249756
	Iteration 18Q: 3 clusters Score -42625.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42653.929688 Penalty: 2054.249756
	Iteration 19Q: 3 clusters Score -42653.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42672.531250 Penalty: 2054.249756
	Iteration 20F: 3 clusters Score -42672.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42693.941406 Penalty: 2054.249756
	Iteration 21Q: 3 clusters Score -42693.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42707.648438 Penalty: 2054.249756
	Iteration 22Q: 3 clusters Score -42707.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42715.222656 Penalty: 2054.249756
	Iteration 23Q: 3 clusters Score -42715.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42728.449219 Penalty: 2054.249756
	Iteration 24Q: 3 clusters Score -42728.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42734.750000 Penalty: 2054.249756
	Iteration 25Q: 3 clusters Score -42734.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42735.257812 Penalty: 2054.249756
	Iteration 26Q: 3 clusters Score -42735.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42735.257812 Penalty: 2054.249756
	Iteration 27F: 3 clusters Score -42735.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (96305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Entering Unmasked Estep 
Score: -12874463.000000 Penalty: 1864.732178
	Iteration 0F: 2 clusters Score -1.287446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -12829754.000000 Penalty: 3729.464355
	Iteration 0F: 3 clusters Score -1.282975e+07 nChanged 45871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -12857080.000000 Penalty: 3729.464355
	Iteration 1F: 3 clusters Score -1.285708e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -12858962.000000 Penalty: 3729.464355
	Iteration 2Q: 3 clusters Score -1.285896e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -12861475.000000 Penalty: 3729.464355
	Iteration 3F: 3 clusters Score -1.286148e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -12864504.000000 Penalty: 3729.464355
	Iteration 4F: 3 clusters Score -1.28645e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -12868076.000000 Penalty: 3729.464355
	Iteration 5F: 3 clusters Score -1.286808e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -12871576.000000 Penalty: 3729.464355
	Iteration 6F: 3 clusters Score -1.287158e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -12875174.000000 Penalty: 3729.464355
	Iteration 7F: 3 clusters Score -1.287517e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -12878174.000000 Penalty: 3729.464355
	Iteration 8F: 3 clusters Score -1.287817e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -12880038.000000 Penalty: 3729.464355
	Iteration 9Q: 3 clusters Score -1.288004e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -12880625.000000 Penalty: 3729.464355
	Iteration 10Q: 3 clusters Score -1.288062e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -12880820.000000 Penalty: 3729.464355
	Iteration 11Q: 3 clusters Score -1.288082e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -12881046.000000 Penalty: 3729.464355
	Iteration 12Q: 3 clusters Score -1.288105e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -12881060.000000 Penalty: 3729.464355
	Iteration 13Q: 3 clusters Score -1.288106e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -12881047.000000 Penalty: 3729.464355
	Iteration 14Q: 3 clusters Score -1.288105e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -12881169.000000 Penalty: 3729.464355
	Iteration 15Q: 3 clusters Score -1.288117e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -12881146.000000 Penalty: 3729.464355
	Iteration 16Q: 3 clusters Score -1.288115e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -12881239.000000 Penalty: 3729.464355
	Iteration 17Q: 3 clusters Score -1.288124e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -12881409.000000 Penalty: 3729.464355
	Iteration 18Q: 3 clusters Score -1.288141e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -12881513.000000 Penalty: 3729.464355
	Iteration 19Q: 3 clusters Score -1.288151e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -12881510.000000 Penalty: 3729.464355
	Iteration 20F: 3 clusters Score -1.288151e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -12881484.000000 Penalty: 3729.464355
	Iteration 21Q: 3 clusters Score -1.288148e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -12881548.000000 Penalty: 3729.464355
	Iteration 22Q: 3 clusters Score -1.288155e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -12881716.000000 Penalty: 3729.464355
	Iteration 23Q: 3 clusters Score -1.288172e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -12881750.000000 Penalty: 3729.464355
	Iteration 24Q: 3 clusters Score -1.288175e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -12881847.000000 Penalty: 3729.464355
	Iteration 25Q: 3 clusters Score -1.288185e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -12881967.000000 Penalty: 3729.464355
	Iteration 26Q: 3 clusters Score -1.288197e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -12882076.000000 Penalty: 3729.464355
	Iteration 27Q: 3 clusters Score -1.288208e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -12882150.000000 Penalty: 3729.464355
	Iteration 28Q: 3 clusters Score -1.288215e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -12882234.000000 Penalty: 3729.464355
	Iteration 29Q: 3 clusters Score -1.288223e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -12882368.000000 Penalty: 3729.464355
	Iteration 30Q: 3 clusters Score -1.288237e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -12882409.000000 Penalty: 3729.464355
	Iteration 31Q: 3 clusters Score -1.288241e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -12882493.000000 Penalty: 3729.464355
	Iteration 32Q: 3 clusters Score -1.288249e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -12882594.000000 Penalty: 3729.464355
	Iteration 33Q: 3 clusters Score -1.288259e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -12882652.000000 Penalty: 3729.464355
	Iteration 34Q: 3 clusters Score -1.288265e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -12882696.000000 Penalty: 3729.464355
	Iteration 35Q: 3 clusters Score -1.28827e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -12882757.000000 Penalty: 3729.464355
	Iteration 36Q: 3 clusters Score -1.288276e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -12882837.000000 Penalty: 3729.464355
	Iteration 37Q: 3 clusters Score -1.288284e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -12882907.000000 Penalty: 3729.464355
	Iteration 38Q: 3 clusters Score -1.288291e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -12882989.000000 Penalty: 3729.464355
	Iteration 39Q: 3 clusters Score -1.288299e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -12883071.000000 Penalty: 3729.464355
	Iteration 40F: 3 clusters Score -1.288307e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -12883145.000000 Penalty: 3729.464355
	Iteration 41Q: 3 clusters Score -1.288314e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -12883202.000000 Penalty: 3729.464355
	Iteration 42Q: 3 clusters Score -1.28832e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -12883275.000000 Penalty: 3729.464355
	Iteration 43Q: 3 clusters Score -1.288328e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -12883333.000000 Penalty: 3729.464355
	Iteration 44Q: 3 clusters Score -1.288333e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -12883348.000000 Penalty: 3729.464355
	Iteration 45Q: 3 clusters Score -1.288335e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -12883431.000000 Penalty: 3729.464355
	Iteration 46Q: 3 clusters Score -1.288343e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -12883485.000000 Penalty: 3729.464355
	Iteration 47Q: 3 clusters Score -1.288348e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -12883550.000000 Penalty: 3729.464355
	Iteration 48Q: 3 clusters Score -1.288355e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -12883590.000000 Penalty: 3729.464355
	Iteration 49Q: 3 clusters Score -1.288359e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -12883631.000000 Penalty: 3729.464355
	Iteration 50Q: 3 clusters Score -1.288363e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -12883709.000000 Penalty: 3729.464355
	Iteration 51Q: 3 clusters Score -1.288371e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -12883775.000000 Penalty: 3729.464355
	Iteration 52Q: 3 clusters Score -1.288378e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -12883797.000000 Penalty: 3729.464355
	Iteration 53Q: 3 clusters Score -1.28838e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -12883812.000000 Penalty: 3729.464355
	Iteration 54Q: 3 clusters Score -1.288381e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -12883842.000000 Penalty: 3729.464355
	Iteration 55Q: 3 clusters Score -1.288384e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -12883869.000000 Penalty: 3729.464355
	Iteration 56Q: 3 clusters Score -1.288387e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -12883984.000000 Penalty: 3729.464355
	Iteration 57Q: 3 clusters Score -1.288398e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -12883975.000000 Penalty: 3729.464355
	Iteration 58Q: 3 clusters Score -1.288398e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -12884025.000000 Penalty: 3729.464355
	Iteration 59Q: 3 clusters Score -1.288402e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -12884078.000000 Penalty: 3729.464355
	Iteration 60F: 3 clusters Score -1.288408e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -12884186.000000 Penalty: 3729.464355
	Iteration 61Q: 3 clusters Score -1.288419e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -12884262.000000 Penalty: 3729.464355
	Iteration 62Q: 3 clusters Score -1.288426e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -12884282.000000 Penalty: 3729.464355
	Iteration 63Q: 3 clusters Score -1.288428e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -12884356.000000 Penalty: 3729.464355
	Iteration 64Q: 3 clusters Score -1.288436e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -12884374.000000 Penalty: 3729.464355
	Iteration 65Q: 3 clusters Score -1.288437e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -12884432.000000 Penalty: 3729.464355
	Iteration 66Q: 3 clusters Score -1.288443e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -12884511.000000 Penalty: 3729.464355
	Iteration 67Q: 3 clusters Score -1.288451e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -12884624.000000 Penalty: 3729.464355
	Iteration 68Q: 3 clusters Score -1.288462e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -12884732.000000 Penalty: 3729.464355
	Iteration 69Q: 3 clusters Score -1.288473e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -12884767.000000 Penalty: 3729.464355
	Iteration 70Q: 3 clusters Score -1.288477e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -12884770.000000 Penalty: 3729.464355
	Iteration 71Q: 3 clusters Score -1.288477e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -12884801.000000 Penalty: 3729.464355
	Iteration 72Q: 3 clusters Score -1.28848e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -12884838.000000 Penalty: 3729.464355
	Iteration 73Q: 3 clusters Score -1.288484e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -12884908.000000 Penalty: 3729.464355
	Iteration 74Q: 3 clusters Score -1.288491e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -12884945.000000 Penalty: 3729.464355
	Iteration 75Q: 3 clusters Score -1.288494e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -12885000.000000 Penalty: 3729.464355
	Iteration 76Q: 3 clusters Score -1.2885e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -12885043.000000 Penalty: 3729.464355
	Iteration 77Q: 3 clusters Score -1.288504e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -12885076.000000 Penalty: 3729.464355
	Iteration 78Q: 3 clusters Score -1.288508e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -12885084.000000 Penalty: 3729.464355
	Iteration 79Q: 3 clusters Score -1.288508e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -12885122.000000 Penalty: 3729.464355
	Iteration 80F: 3 clusters Score -1.288512e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -12885203.000000 Penalty: 3729.464355
	Iteration 81Q: 3 clusters Score -1.28852e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -12885212.000000 Penalty: 3729.464355
	Iteration 82Q: 3 clusters Score -1.288521e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -12885230.000000 Penalty: 3729.464355
	Iteration 83Q: 3 clusters Score -1.288523e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -12885237.000000 Penalty: 3729.464355
	Iteration 84Q: 3 clusters Score -1.288524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -12885226.000000 Penalty: 3729.464355
	Iteration 85Q: 3 clusters Score -1.288523e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -12885276.000000 Penalty: 3729.464355
	Iteration 86Q: 3 clusters Score -1.288528e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -12885318.000000 Penalty: 3729.464355
	Iteration 87Q: 3 clusters Score -1.288532e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -12885352.000000 Penalty: 3729.464355
	Iteration 88Q: 3 clusters Score -1.288535e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -12885377.000000 Penalty: 3729.464355
	Iteration 89Q: 3 clusters Score -1.288538e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -12885411.000000 Penalty: 3729.464355
	Iteration 90Q: 3 clusters Score -1.288541e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -12885407.000000 Penalty: 3729.464355
	Iteration 91Q: 3 clusters Score -1.288541e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -12885400.000000 Penalty: 3729.464355
	Iteration 92Q: 3 clusters Score -1.28854e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -12885429.000000 Penalty: 3729.464355
	Iteration 93Q: 3 clusters Score -1.288543e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -12885443.000000 Penalty: 3729.464355
	Iteration 94Q: 3 clusters Score -1.288544e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -12885453.000000 Penalty: 3729.464355
	Iteration 95Q: 3 clusters Score -1.288545e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12885445.000000 Penalty: 3729.464355
	Iteration 96Q: 3 clusters Score -1.288544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -12885455.000000 Penalty: 3729.464355
	Iteration 97Q: 3 clusters Score -1.288546e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -12885450.000000 Penalty: 3729.464355
	Iteration 98Q: 3 clusters Score -1.288545e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -12885439.000000 Penalty: 3729.464355
	Iteration 99Q: 3 clusters Score -1.288544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -12885455.000000 Penalty: 3729.464355
	Iteration 100F: 3 clusters Score -1.288546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -12885456.000000 Penalty: 3729.464355
	Iteration 101Q: 3 clusters Score -1.288546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -12885460.000000 Penalty: 3729.464355
	Iteration 102Q: 3 clusters Score -1.288546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -12885470.000000 Penalty: 3729.464355
	Iteration 103Q: 3 clusters Score -1.288547e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -12885457.000000 Penalty: 3729.464355
	Iteration 104Q: 3 clusters Score -1.288546e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -12885466.000000 Penalty: 3729.464355
	Iteration 105Q: 3 clusters Score -1.288547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -12885460.000000 Penalty: 3729.464355
	Iteration 106Q: 3 clusters Score -1.288546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -12885472.000000 Penalty: 3729.464355
	Iteration 107Q: 3 clusters Score -1.288547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -12885472.000000 Penalty: 3729.464355
	Iteration 108Q: 3 clusters Score -1.288547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -12885466.000000 Penalty: 3729.464355
	Iteration 109Q: 3 clusters Score -1.288547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -12885477.000000 Penalty: 3729.464355
	Iteration 110Q: 3 clusters Score -1.288548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -12885476.000000 Penalty: 3729.464355
	Iteration 111Q: 3 clusters Score -1.288548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -12885472.000000 Penalty: 3729.464355
	Iteration 112Q: 3 clusters Score -1.288547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -12885480.000000 Penalty: 3729.464355
	Iteration 113Q: 3 clusters Score -1.288548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -12885484.000000 Penalty: 3729.464355
	Iteration 114Q: 3 clusters Score -1.288548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -12885485.000000 Penalty: 3729.464355
	Iteration 115Q: 3 clusters Score -1.288548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -12885488.000000 Penalty: 3729.464355
	Iteration 116Q: 3 clusters Score -1.288549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -12885487.000000 Penalty: 3729.464355
	Iteration 117Q: 3 clusters Score -1.288549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -12885494.000000 Penalty: 3729.464355
	Iteration 118Q: 3 clusters Score -1.288549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -12885478.000000 Penalty: 3729.464355
	Iteration 119Q: 3 clusters Score -1.288548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -12885498.000000 Penalty: 3729.464355
	Iteration 120F: 3 clusters Score -1.28855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -12885500.000000 Penalty: 3729.464355
	Iteration 121Q: 3 clusters Score -1.28855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -12885499.000000 Penalty: 3729.464355
	Iteration 122Q: 3 clusters Score -1.28855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -12885503.000000 Penalty: 3729.464355
	Iteration 123Q: 3 clusters Score -1.28855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -12885508.000000 Penalty: 3729.464355
	Iteration 124Q: 3 clusters Score -1.288551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -12885505.000000 Penalty: 3729.464355
	Iteration 125Q: 3 clusters Score -1.28855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -12885507.000000 Penalty: 3729.464355
	Iteration 126Q: 3 clusters Score -1.288551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -12885500.000000 Penalty: 3729.464355
	Iteration 127Q: 3 clusters Score -1.28855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -12885518.000000 Penalty: 3729.464355
	Iteration 128Q: 3 clusters Score -1.288552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -12885505.000000 Penalty: 3729.464355
	Iteration 129Q: 3 clusters Score -1.28855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -12885510.000000 Penalty: 3729.464355
	Iteration 130Q: 3 clusters Score -1.288551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -12885505.000000 Penalty: 3729.464355
	Iteration 131Q: 3 clusters Score -1.28855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -12885498.000000 Penalty: 3729.464355
	Iteration 132Q: 3 clusters Score -1.28855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -12885481.000000 Penalty: 3729.464355
	Iteration 133Q: 3 clusters Score -1.288548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -12885475.000000 Penalty: 3729.464355
	Iteration 134Q: 3 clusters Score -1.288548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -12885484.000000 Penalty: 3729.464355
	Iteration 135Q: 3 clusters Score -1.288548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -12885473.000000 Penalty: 3729.464355
	Iteration 136Q: 3 clusters Score -1.288547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -12885475.000000 Penalty: 3729.464355
	Iteration 137Q: 3 clusters Score -1.288548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -12885475.000000 Penalty: 3729.464355
	Iteration 138F: 3 clusters Score -1.288548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 17799 members 
Mstep: Class 14 contains 60080 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17095 members 
Mstep: Class 19 contains 59188 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66607 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25035 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58366 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3680 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20328 members 
Mstep: Class 41 contains 84656 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 43807 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 52498 members 
Entering Unmasked Estep 
Score: -85947008.000000 Penalty: 106718.789062
Splitting cluster 44 changes total score from -85935504.000000 to -85947008.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 45 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -447585.312500 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -447585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -444643.093750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -444643.1 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -445389.875000 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -445389.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -445549.718750 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -445549.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -445653.625000 Penalty: 2640.637695
	Iteration 3Q: 3 clusters Score -445653.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -445733.375000 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -445733.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -445797.562500 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -445797.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -445844.781250 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -445844.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -445877.781250 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -445877.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -445906.468750 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -445906.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -445938.968750 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -445939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -445973.968750 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -445974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -446010.406250 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -446010.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -446038.031250 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -446038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -446057.562500 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -446057.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -446070.968750 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -446071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -446082.093750 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -446082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -446090.937500 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -446090.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -446102.562500 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -446102.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -446120.656250 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -446120.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -446138.031250 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -446138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -446157.312500 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -446157.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -446176.437500 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -446176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -446194.625000 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -446194.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -446211.906250 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -446211.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -446226.281250 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -446226.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -446242.468750 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -446242.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -446262.156250 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -446262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -446273.875000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -446273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -446284.906250 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -446284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -446293.906250 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -446293.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -446303.250000 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -446303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -446306.031250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -446306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -446308.718750 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -446308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -446309.500000 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -446309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -446311.531250 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -446311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -446312.875000 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -446312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -446312.875000 Penalty: 2640.637695
	Iteration 36F: 3 clusters Score -446312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7219.921387 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7219.921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7289.829590 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7289.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7322.425781 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -7322.426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7332.216797 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7332.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7335.030762 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7335.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7337.811035 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -7337.811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7337.811035 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -7337.811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22244.699219 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22244.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22390.869141 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22390.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22476.029297 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22476.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22527.470703 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -22527.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22567.734375 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22567.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22570.761719 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22570.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22572.683594 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22572.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22578.244141 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -22578.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22578.244141 Penalty: 1771.587524
	Iteration 8F: 3 clusters Score -22578.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38817.500000 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38817.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38947.554688 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38947.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39013.687500 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -39013.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39103.992188 Penalty: 1825.450684
	Iteration 3F: 3 clusters Score -39103.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39147.765625 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -39147.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39178.316406 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -39178.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39182.472656 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -39182.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39186.605469 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -39186.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39186.605469 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -39186.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 17799 members 
Mstep: Class 14 contains 60080 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 17095 members 
Mstep: Class 19 contains 59188 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66607 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25035 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58366 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3680 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20328 members 
Mstep: Class 41 contains 84656 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 43807 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952136.000000 Penalty: 106718.789062
Iteration 199Q: 50 clusters Score -8.595214e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10390 members 
Mstep: Class 12 contains 47514 members 
Mstep: Class 13 contains 17699 members 
Mstep: Class 14 contains 59327 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 16857 members 
Mstep: Class 19 contains 59844 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66572 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25132 members 
Mstep: Class 27 contains 1360 members 
Mstep: Class 28 contains 2470 members 
Mstep: Class 29 contains 28144 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2247 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57270 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3675 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20283 members 
Mstep: Class 41 contains 85773 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 47313 members 
Mstep: Class 45 contains 3350 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 50282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956072.000000 Penalty: 106718.789062
Iteration 200F: 50 clusters Score -8.595607e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10376 members 
Mstep: Class 12 contains 45668 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 58122 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 58307 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66563 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25186 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 2464 members 
Mstep: Class 29 contains 28367 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55634 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3672 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20263 members 
Mstep: Class 41 contains 85798 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49345 members 
Mstep: Class 45 contains 3331 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 54792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958904.000000 Penalty: 106718.789062
Iteration 201Q: 50 clusters Score -8.59589e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 12847 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10388 members 
Mstep: Class 12 contains 44353 members 
Mstep: Class 13 contains 17333 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56319 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66562 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25290 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 28509 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54244 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3674 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20243 members 
Mstep: Class 41 contains 85394 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51685 members 
Mstep: Class 45 contains 3307 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 58765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961248.000000 Penalty: 106718.789062
Iteration 202Q: 50 clusters Score -8.596125e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10380 members 
Mstep: Class 12 contains 42827 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 56288 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 16083 members 
Mstep: Class 19 contains 54046 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66575 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25390 members 
Mstep: Class 27 contains 1457 members 
Mstep: Class 28 contains 2443 members 
Mstep: Class 29 contains 28551 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2243 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53097 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3670 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20252 members 
Mstep: Class 41 contains 84849 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54344 members 
Mstep: Class 45 contains 3305 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962000.000000 Penalty: 106718.789062
Iteration 203Q: 50 clusters Score -8.5962e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 41073 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 55421 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 15834 members 
Mstep: Class 19 contains 51927 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66554 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25511 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 28559 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2244 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3665 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20265 members 
Mstep: Class 41 contains 84276 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56974 members 
Mstep: Class 45 contains 3311 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962792.000000 Penalty: 106718.789062
Iteration 204Q: 50 clusters Score -8.596279e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 12648 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 39148 members 
Mstep: Class 13 contains 17035 members 
Mstep: Class 14 contains 54583 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 15580 members 
Mstep: Class 19 contains 49902 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66502 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25627 members 
Mstep: Class 27 contains 1563 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 28528 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51572 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3659 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20280 members 
Mstep: Class 41 contains 83707 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59623 members 
Mstep: Class 45 contains 3359 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962360.000000 Penalty: 106718.789062
Iteration 205Q: 50 clusters Score -8.596236e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 8798 members 
Mstep: Class 5 contains 12569 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 36960 members 
Mstep: Class 13 contains 16969 members 
Mstep: Class 14 contains 53780 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 47787 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66411 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25746 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 28441 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51057 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3653 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20309 members 
Mstep: Class 41 contains 83124 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62458 members 
Mstep: Class 45 contains 3451 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961688.000000 Penalty: 106718.789062
Iteration 206Q: 50 clusters Score -8.596169e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 12487 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10341 members 
Mstep: Class 12 contains 34487 members 
Mstep: Class 13 contains 16941 members 
Mstep: Class 14 contains 53062 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 15131 members 
Mstep: Class 19 contains 45952 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66297 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 25882 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 28325 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2274 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50759 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3647 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20333 members 
Mstep: Class 41 contains 82591 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65309 members 
Mstep: Class 45 contains 3560 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960384.000000 Penalty: 106718.789062
Iteration 207Q: 50 clusters Score -8.596038e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 31763 members 
Mstep: Class 13 contains 16915 members 
Mstep: Class 14 contains 52404 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 44441 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66205 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26011 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 2406 members 
Mstep: Class 29 contains 28238 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50597 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3638 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20334 members 
Mstep: Class 41 contains 82237 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 68020 members 
Mstep: Class 45 contains 3696 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958464.000000 Penalty: 106718.789062
Iteration 208Q: 50 clusters Score -8.595846e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8766 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 29321 members 
Mstep: Class 13 contains 16886 members 
Mstep: Class 14 contains 51858 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14782 members 
Mstep: Class 19 contains 43289 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66128 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26177 members 
Mstep: Class 27 contains 1715 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 28144 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50618 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3629 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20337 members 
Mstep: Class 41 contains 82114 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 70031 members 
Mstep: Class 45 contains 3806 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956752.000000 Penalty: 106718.789062
Iteration 209Q: 50 clusters Score -8.595675e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8771 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 27155 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 51605 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14615 members 
Mstep: Class 19 contains 42582 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66101 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26332 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 2399 members 
Mstep: Class 29 contains 28084 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50893 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3625 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20336 members 
Mstep: Class 41 contains 82169 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 71160 members 
Mstep: Class 45 contains 3920 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954920.000000 Penalty: 106718.789062
Iteration 210Q: 50 clusters Score -8.595492e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 12222 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 16834 members 
Mstep: Class 14 contains 51458 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14461 members 
Mstep: Class 19 contains 42190 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66107 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26491 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 2396 members 
Mstep: Class 29 contains 28036 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51262 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20349 members 
Mstep: Class 41 contains 82339 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 71537 members 
Mstep: Class 45 contains 4029 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953928.000000 Penalty: 106718.789062
Iteration 211Q: 50 clusters Score -8.595393e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8771 members 
Mstep: Class 5 contains 12198 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 16798 members 
Mstep: Class 14 contains 51456 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 42005 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66127 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26640 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2396 members 
Mstep: Class 29 contains 28016 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2282 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51610 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3601 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20360 members 
Mstep: Class 41 contains 82584 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 71372 members 
Mstep: Class 45 contains 4132 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952840.000000 Penalty: 106718.789062
Iteration 212Q: 50 clusters Score -8.595284e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 12186 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 22573 members 
Mstep: Class 13 contains 16756 members 
Mstep: Class 14 contains 51630 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 14149 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66141 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26787 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 28021 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51977 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3585 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20380 members 
Mstep: Class 41 contains 82802 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 70876 members 
Mstep: Class 45 contains 4235 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951976.000000 Penalty: 106718.789062
Iteration 213Q: 50 clusters Score -8.595198e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 21416 members 
Mstep: Class 13 contains 16702 members 
Mstep: Class 14 contains 51901 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13990 members 
Mstep: Class 19 contains 42234 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66172 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 26948 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 27992 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52311 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20378 members 
Mstep: Class 41 contains 83049 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 70122 members 
Mstep: Class 45 contains 4339 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 88601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951176.000000 Penalty: 106718.789062
Iteration 214Q: 50 clusters Score -8.595118e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10229 members 
Mstep: Class 12 contains 20465 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 52191 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13821 members 
Mstep: Class 19 contains 42538 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66216 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27096 members 
Mstep: Class 27 contains 1648 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52641 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3554 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20379 members 
Mstep: Class 41 contains 83252 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 69202 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 89355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950992.000000 Penalty: 106718.789062
Iteration 215Q: 50 clusters Score -8.595099e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 19620 members 
Mstep: Class 13 contains 16605 members 
Mstep: Class 14 contains 52501 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13664 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66281 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27236 members 
Mstep: Class 27 contains 1621 members 
Mstep: Class 28 contains 2387 members 
Mstep: Class 29 contains 27883 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2289 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52897 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3545 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20387 members 
Mstep: Class 41 contains 83462 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 68148 members 
Mstep: Class 45 contains 4535 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 90088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950600.000000 Penalty: 106718.789062
Iteration 216Q: 50 clusters Score -8.59506e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10228 members 
Mstep: Class 12 contains 18842 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 52849 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13498 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27371 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 27834 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53143 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20384 members 
Mstep: Class 41 contains 83669 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67069 members 
Mstep: Class 45 contains 4625 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 90581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950200.000000 Penalty: 106718.789062
Iteration 217Q: 50 clusters Score -8.59502e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8797 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10235 members 
Mstep: Class 12 contains 18185 members 
Mstep: Class 13 contains 16518 members 
Mstep: Class 14 contains 53232 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 44159 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66427 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27506 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 2377 members 
Mstep: Class 29 contains 27801 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53385 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3523 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20378 members 
Mstep: Class 41 contains 83881 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65806 members 
Mstep: Class 45 contains 4729 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949928.000000 Penalty: 106718.789062
Iteration 218Q: 50 clusters Score -8.594993e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8801 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 17645 members 
Mstep: Class 13 contains 16475 members 
Mstep: Class 14 contains 53617 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 13153 members 
Mstep: Class 19 contains 44906 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66484 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27685 members 
Mstep: Class 27 contains 1570 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 27771 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53625 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3515 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20370 members 
Mstep: Class 41 contains 84072 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64442 members 
Mstep: Class 45 contains 4847 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949736.000000 Penalty: 106718.789062
Iteration 219Q: 50 clusters Score -8.594974e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8803 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 17140 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 53985 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12984 members 
Mstep: Class 19 contains 45702 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66556 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27843 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2369 members 
Mstep: Class 29 contains 27738 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2282 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53855 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3503 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20373 members 
Mstep: Class 41 contains 84266 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63187 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950744.000000 Penalty: 106718.789062
Iteration 220F: 50 clusters Score -8.595074e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 16357 members 
Mstep: Class 14 contains 54352 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12830 members 
Mstep: Class 19 contains 46539 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66618 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 27971 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 27704 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54042 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3503 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20376 members 
Mstep: Class 41 contains 84350 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63873 members 
Mstep: Class 45 contains 5041 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950040.000000 Penalty: 106718.789062
Iteration 221Q: 50 clusters Score -8.595004e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10243 members 
Mstep: Class 12 contains 13139 members 
Mstep: Class 13 contains 16307 members 
Mstep: Class 14 contains 54778 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 47351 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66694 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28116 members 
Mstep: Class 27 contains 1573 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2279 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54241 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3495 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20371 members 
Mstep: Class 41 contains 84474 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64004 members 
Mstep: Class 45 contains 5108 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949392.000000 Penalty: 106718.789062
Iteration 222Q: 50 clusters Score -8.594939e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 8783 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 55250 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12534 members 
Mstep: Class 19 contains 48068 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66750 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28258 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 27665 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54423 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3492 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20362 members 
Mstep: Class 41 contains 84589 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63917 members 
Mstep: Class 45 contains 5169 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949232.000000 Penalty: 106718.789062
Iteration 223Q: 50 clusters Score -8.594923e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 10243 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 55731 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12397 members 
Mstep: Class 19 contains 48756 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66808 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28393 members 
Mstep: Class 27 contains 1569 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 27646 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2285 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54544 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3481 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20364 members 
Mstep: Class 41 contains 84740 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63638 members 
Mstep: Class 45 contains 5218 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948928.000000 Penalty: 106718.789062
Iteration 224Q: 50 clusters Score -8.594893e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 12194 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10243 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 16144 members 
Mstep: Class 14 contains 56149 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 19 contains 49296 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66849 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28544 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 2338 members 
Mstep: Class 29 contains 27647 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54658 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3470 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20351 members 
Mstep: Class 41 contains 84894 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63256 members 
Mstep: Class 45 contains 5253 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948976.000000 Penalty: 106718.789062
Iteration 225Q: 50 clusters Score -8.594898e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 56586 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 12090 members 
Mstep: Class 19 contains 49849 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66927 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28694 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 27669 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54763 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3460 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20335 members 
Mstep: Class 41 contains 85041 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62913 members 
Mstep: Class 45 contains 5279 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949040.000000 Penalty: 106718.789062
Iteration 226Q: 50 clusters Score -8.594904e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 12191 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 57066 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 50340 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28839 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 27728 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2293 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54805 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3451 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20335 members 
Mstep: Class 41 contains 85178 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62387 members 
Mstep: Class 45 contains 5305 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949280.000000 Penalty: 106718.789062
Iteration 227Q: 50 clusters Score -8.594928e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 5 contains 12202 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 6830 members 
Mstep: Class 13 contains 16003 members 
Mstep: Class 14 contains 57520 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 50831 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67080 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 28966 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 27794 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2296 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54835 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3448 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20330 members 
Mstep: Class 41 contains 85272 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61808 members 
Mstep: Class 45 contains 5319 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949264.000000 Penalty: 106718.789062
Iteration 228Q: 50 clusters Score -8.594926e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 12202 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 15973 members 
Mstep: Class 14 contains 57893 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 51332 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67165 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29103 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 27879 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54914 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3446 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20332 members 
Mstep: Class 41 contains 85363 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61126 members 
Mstep: Class 45 contains 5320 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949272.000000 Penalty: 106718.789062
Iteration 229Q: 50 clusters Score -8.594927e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 12207 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 15956 members 
Mstep: Class 14 contains 58183 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 51801 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67263 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29224 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 27963 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55002 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3445 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20310 members 
Mstep: Class 41 contains 85461 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60423 members 
Mstep: Class 45 contains 5314 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 92016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949192.000000 Penalty: 106718.789062
Iteration 230Q: 50 clusters Score -8.594919e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 12205 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 58458 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 52219 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67349 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29335 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 28039 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2295 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55091 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3451 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20288 members 
Mstep: Class 41 contains 85542 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59746 members 
Mstep: Class 45 contains 5294 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 92050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949232.000000 Penalty: 106718.789062
Iteration 231Q: 50 clusters Score -8.594923e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 15903 members 
Mstep: Class 14 contains 58753 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 52613 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67423 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29420 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 28128 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2291 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55174 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3453 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20268 members 
Mstep: Class 41 contains 85624 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59103 members 
Mstep: Class 45 contains 5278 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 92009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949472.000000 Penalty: 106718.789062
Iteration 232Q: 50 clusters Score -8.594947e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 12214 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10227 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 58961 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 52938 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67506 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29496 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 2287 members 
Mstep: Class 29 contains 28223 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55283 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3451 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20253 members 
Mstep: Class 41 contains 85734 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58491 members 
Mstep: Class 45 contains 5262 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949200.000000 Penalty: 106718.789062
Iteration 233Q: 50 clusters Score -8.59492e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8684 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 5054 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 59219 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 53257 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67598 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29556 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 28325 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55360 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3449 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20232 members 
Mstep: Class 41 contains 85818 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57909 members 
Mstep: Class 45 contains 5248 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949288.000000 Penalty: 106718.789062
Iteration 234Q: 50 clusters Score -8.594929e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 12236 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10213 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 59433 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 53547 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67666 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29614 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 28427 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55410 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3450 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20214 members 
Mstep: Class 41 contains 85921 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57391 members 
Mstep: Class 45 contains 5227 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949816.000000 Penalty: 106718.789062
Iteration 235Q: 50 clusters Score -8.594982e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 12225 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 59603 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10921 members 
Mstep: Class 19 contains 53848 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67723 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29669 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 28530 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55499 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3448 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20222 members 
Mstep: Class 41 contains 85987 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56913 members 
Mstep: Class 45 contains 5209 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950112.000000 Penalty: 106718.789062
Iteration 236Q: 50 clusters Score -8.595011e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8651 members 
Mstep: Class 5 contains 12200 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10208 members 
Mstep: Class 12 contains 4701 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 59770 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10843 members 
Mstep: Class 19 contains 54076 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67773 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29708 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 2287 members 
Mstep: Class 29 contains 28628 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55610 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3445 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20229 members 
Mstep: Class 41 contains 86026 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56446 members 
Mstep: Class 45 contains 5194 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950152.000000 Penalty: 106718.789062
Iteration 237Q: 50 clusters Score -8.595015e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8640 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 15783 members 
Mstep: Class 14 contains 59932 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 54275 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67821 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29768 members 
Mstep: Class 27 contains 1771 members 
Mstep: Class 28 contains 2284 members 
Mstep: Class 29 contains 28741 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2305 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55670 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3443 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20239 members 
Mstep: Class 41 contains 86053 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56045 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950272.000000 Penalty: 106718.789062
Iteration 238Q: 50 clusters Score -8.595027e+07 nChanged 1660
Entering ConstructFrom: 
Score: -85950272.000000 Penalty: 106718.789062
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -97243.804688 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -97243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95987.929688 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -95987.93 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96186.585938 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -96186.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96241.281250 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -96241.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96272.070312 Penalty: 2166.760986
	Iteration 3Q: 3 clusters Score -96272.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96294.390625 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -96294.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96317.554688 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -96317.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -96337.937500 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -96337.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96353.960938 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -96353.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -96374.835938 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -96374.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96399.242188 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -96399.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96415.859375 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -96415.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96435.000000 Penalty: 2166.760986
	Iteration 11Q: 3 clusters Score -96435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96452.679688 Penalty: 2166.760986
	Iteration 12Q: 3 clusters Score -96452.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -96472.656250 Penalty: 2166.760986
	Iteration 13Q: 3 clusters Score -96472.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96478.132812 Penalty: 2166.760986
	Iteration 14Q: 3 clusters Score -96478.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96483.843750 Penalty: 2166.760986
	Iteration 15Q: 3 clusters Score -96483.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96487.171875 Penalty: 2166.760986
	Iteration 16F: 3 clusters Score -96487.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96496.648438 Penalty: 2166.760986
	Iteration 17Q: 3 clusters Score -96496.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96497.437500 Penalty: 2166.760986
	Iteration 18Q: 3 clusters Score -96497.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96498.195312 Penalty: 2166.760986
	Iteration 19Q: 3 clusters Score -96498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96499.429688 Penalty: 2166.760986
	Iteration 20F: 3 clusters Score -96499.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96500.718750 Penalty: 2166.760986
	Iteration 21Q: 3 clusters Score -96500.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96501.140625 Penalty: 2166.760986
	Iteration 22Q: 3 clusters Score -96501.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96501.140625 Penalty: 2166.760986
	Iteration 23F: 3 clusters Score -96501.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -73648.953125 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -73648.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72510.898438 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -72510.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72767.179688 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -72767.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72833.968750 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -72833.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72872.335938 Penalty: 2089.134277
	Iteration 3Q: 3 clusters Score -72872.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72905.039062 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -72905.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72943.210938 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -72943.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72974.398438 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -72974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73001.835938 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -73001.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73032.921875 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -73032.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73094.445312 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -73094.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73155.039062 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -73155.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73210.625000 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -73210.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73266.601562 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -73266.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73325.828125 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -73325.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73394.585938 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -73394.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73431.359375 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -73431.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73465.398438 Penalty: 2089.134277
	Iteration 16Q: 3 clusters Score -73465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73502.148438 Penalty: 2089.134277
	Iteration 17Q: 3 clusters Score -73502.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73549.320312 Penalty: 2089.134277
	Iteration 18Q: 3 clusters Score -73549.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73590.757812 Penalty: 2089.134277
	Iteration 19Q: 3 clusters Score -73590.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73620.085938 Penalty: 2089.134277
	Iteration 20F: 3 clusters Score -73620.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73652.484375 Penalty: 2089.134277
	Iteration 21Q: 3 clusters Score -73652.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73680.953125 Penalty: 2089.134277
	Iteration 22Q: 3 clusters Score -73680.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73698.796875 Penalty: 2089.134277
	Iteration 23Q: 3 clusters Score -73698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73712.945312 Penalty: 2089.134277
	Iteration 24Q: 3 clusters Score -73712.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73713.718750 Penalty: 2089.134277
	Iteration 25Q: 3 clusters Score -73713.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73713.718750 Penalty: 2089.134277
	Iteration 26F: 3 clusters Score -73713.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
Score: -85949168.000000 Penalty: 108896.726562
Splitting cluster 2 changes total score from -85950272.000000 to -85949168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -90252.554688 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -90252.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88981.289062 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -88981.29 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89204.445312 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -89204.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89291.953125 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -89291.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89324.898438 Penalty: 2155.828369
	Iteration 3Q: 3 clusters Score -89324.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89353.023438 Penalty: 2155.828369
	Iteration 4Q: 3 clusters Score -89353.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89367.554688 Penalty: 2155.828369
	Iteration 5Q: 3 clusters Score -89367.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89400.812500 Penalty: 2155.828369
	Iteration 6Q: 3 clusters Score -89400.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89439.921875 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -89439.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89503.890625 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -89503.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89573.335938 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -89573.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89652.156250 Penalty: 2155.828369
	Iteration 10Q: 3 clusters Score -89652.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89735.820312 Penalty: 2155.828369
	Iteration 11Q: 3 clusters Score -89735.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89813.570312 Penalty: 2155.828369
	Iteration 12Q: 3 clusters Score -89813.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89898.250000 Penalty: 2155.828369
	Iteration 13Q: 3 clusters Score -89898.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89985.484375 Penalty: 2155.828369
	Iteration 14Q: 3 clusters Score -89985.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90077.000000 Penalty: 2155.828369
	Iteration 15Q: 3 clusters Score -90077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90133.484375 Penalty: 2155.828369
	Iteration 16Q: 3 clusters Score -90133.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90188.429688 Penalty: 2155.828369
	Iteration 17Q: 3 clusters Score -90188.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90242.765625 Penalty: 2155.828369
	Iteration 18Q: 3 clusters Score -90242.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90274.929688 Penalty: 2155.828369
	Iteration 19Q: 3 clusters Score -90274.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90282.117188 Penalty: 2155.828369
	Iteration 20F: 3 clusters Score -90282.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90283.867188 Penalty: 2155.828369
	Iteration 21Q: 3 clusters Score -90283.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90297.500000 Penalty: 2155.828369
	Iteration 22Q: 3 clusters Score -90297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90297.921875 Penalty: 2155.828369
	Iteration 23Q: 3 clusters Score -90297.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90297.921875 Penalty: 2155.828369
	Iteration 24F: 3 clusters Score -90297.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 363 members 
Entering Unmasked Estep 
Score: -85949184.000000 Penalty: 108896.726562
Splitting cluster 3 changes total score from -85950272.000000 to -85949184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Entering Unmasked Estep 
Score: -1056777.500000 Penalty: 1473.038452
	Iteration 0F: 2 clusters Score -1056778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1050448.875000 Penalty: 2946.076904
	Iteration 0F: 3 clusters Score -1050449 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1052593.750000 Penalty: 2946.076904
	Iteration 1F: 3 clusters Score -1052594 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1052931.375000 Penalty: 2946.076904
	Iteration 2F: 3 clusters Score -1052931 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1053293.750000 Penalty: 2946.076904
	Iteration 3F: 3 clusters Score -1053294 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1053708.750000 Penalty: 2946.076904
	Iteration 4F: 3 clusters Score -1053709 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1054175.625000 Penalty: 2946.076904
	Iteration 5F: 3 clusters Score -1054176 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1054687.000000 Penalty: 2946.076904
	Iteration 6F: 3 clusters Score -1054687 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1055123.375000 Penalty: 2946.076904
	Iteration 7F: 3 clusters Score -1055123 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1055457.625000 Penalty: 2946.076904
	Iteration 8Q: 3 clusters Score -1055458 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1055655.250000 Penalty: 2946.076904
	Iteration 9Q: 3 clusters Score -1055655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1055792.500000 Penalty: 2946.076904
	Iteration 10Q: 3 clusters Score -1055792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1055913.125000 Penalty: 2946.076904
	Iteration 11Q: 3 clusters Score -1055913 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1055986.250000 Penalty: 2946.076904
	Iteration 12Q: 3 clusters Score -1055986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1056011.875000 Penalty: 2946.076904
	Iteration 13Q: 3 clusters Score -1056012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1056029.500000 Penalty: 2946.076904
	Iteration 14Q: 3 clusters Score -1056030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1056037.000000 Penalty: 2946.076904
	Iteration 15Q: 3 clusters Score -1056037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1056041.000000 Penalty: 2946.076904
	Iteration 16Q: 3 clusters Score -1056041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1056046.250000 Penalty: 2946.076904
	Iteration 17Q: 3 clusters Score -1056046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1056049.750000 Penalty: 2946.076904
	Iteration 18Q: 3 clusters Score -1056050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1056055.125000 Penalty: 2946.076904
	Iteration 19Q: 3 clusters Score -1056055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1056053.125000 Penalty: 2946.076904
	Iteration 20F: 3 clusters Score -1056053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1056054.875000 Penalty: 2946.076904
	Iteration 21Q: 3 clusters Score -1056055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1056055.875000 Penalty: 2946.076904
	Iteration 22Q: 3 clusters Score -1056056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1056056.000000 Penalty: 2946.076904
	Iteration 23Q: 3 clusters Score -1056056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1056057.750000 Penalty: 2946.076904
	Iteration 24Q: 3 clusters Score -1056058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1056057.875000 Penalty: 2946.076904
	Iteration 25Q: 3 clusters Score -1056058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1056058.250000 Penalty: 2946.076904
	Iteration 26Q: 3 clusters Score -1056058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1056058.250000 Penalty: 2946.076904
	Iteration 27F: 3 clusters Score -1056058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1559944.500000 Penalty: 1528.553467
	Iteration 0F: 2 clusters Score -1559944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1551418.000000 Penalty: 3057.106934
	Iteration 0F: 3 clusters Score -1551418 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1554257.125000 Penalty: 3057.106934
	Iteration 1F: 3 clusters Score -1554257 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1554566.000000 Penalty: 3057.106934
	Iteration 2F: 3 clusters Score -1554566 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1554872.625000 Penalty: 3057.106934
	Iteration 3F: 3 clusters Score -1554873 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1555221.875000 Penalty: 3057.106934
	Iteration 4F: 3 clusters Score -1555222 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1555635.000000 Penalty: 3057.106934
	Iteration 5F: 3 clusters Score -1555635 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1556087.000000 Penalty: 3057.106934
	Iteration 6F: 3 clusters Score -1556087 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1556492.875000 Penalty: 3057.106934
	Iteration 7F: 3 clusters Score -1556493 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1556895.500000 Penalty: 3057.106934
	Iteration 8Q: 3 clusters Score -1556896 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1557271.625000 Penalty: 3057.106934
	Iteration 9Q: 3 clusters Score -1557272 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1557545.125000 Penalty: 3057.106934
	Iteration 10Q: 3 clusters Score -1557545 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1557755.500000 Penalty: 3057.106934
	Iteration 11Q: 3 clusters Score -1557756 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1557899.500000 Penalty: 3057.106934
	Iteration 12Q: 3 clusters Score -1557900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1557985.875000 Penalty: 3057.106934
	Iteration 13Q: 3 clusters Score -1557986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1558055.750000 Penalty: 3057.106934
	Iteration 14Q: 3 clusters Score -1558056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1558127.875000 Penalty: 3057.106934
	Iteration 15Q: 3 clusters Score -1558128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1558197.625000 Penalty: 3057.106934
	Iteration 16Q: 3 clusters Score -1558198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1558252.625000 Penalty: 3057.106934
	Iteration 17Q: 3 clusters Score -1558253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1558294.000000 Penalty: 3057.106934
	Iteration 18Q: 3 clusters Score -1558294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1558322.000000 Penalty: 3057.106934
	Iteration 19Q: 3 clusters Score -1558322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1558343.250000 Penalty: 3057.106934
	Iteration 20F: 3 clusters Score -1558343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1558368.125000 Penalty: 3057.106934
	Iteration 21Q: 3 clusters Score -1558368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1558386.750000 Penalty: 3057.106934
	Iteration 22Q: 3 clusters Score -1558387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1558413.125000 Penalty: 3057.106934
	Iteration 23Q: 3 clusters Score -1558413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1558429.500000 Penalty: 3057.106934
	Iteration 24Q: 3 clusters Score -1558430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1558446.125000 Penalty: 3057.106934
	Iteration 25Q: 3 clusters Score -1558446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1558457.000000 Penalty: 3057.106934
	Iteration 26Q: 3 clusters Score -1558457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1558477.500000 Penalty: 3057.106934
	Iteration 27Q: 3 clusters Score -1558478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1558484.500000 Penalty: 3057.106934
	Iteration 28Q: 3 clusters Score -1558484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1558494.875000 Penalty: 3057.106934
	Iteration 29Q: 3 clusters Score -1558495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1558505.000000 Penalty: 3057.106934
	Iteration 30Q: 3 clusters Score -1558505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1558513.750000 Penalty: 3057.106934
	Iteration 31Q: 3 clusters Score -1558514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1558513.625000 Penalty: 3057.106934
	Iteration 32Q: 3 clusters Score -1558514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1558526.875000 Penalty: 3057.106934
	Iteration 33Q: 3 clusters Score -1558527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1558535.625000 Penalty: 3057.106934
	Iteration 34Q: 3 clusters Score -1558536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1558547.125000 Penalty: 3057.106934
	Iteration 35Q: 3 clusters Score -1558547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1558556.375000 Penalty: 3057.106934
	Iteration 36Q: 3 clusters Score -1558556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1558565.750000 Penalty: 3057.106934
	Iteration 37Q: 3 clusters Score -1558566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1558580.875000 Penalty: 3057.106934
	Iteration 38Q: 3 clusters Score -1558581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1558603.000000 Penalty: 3057.106934
	Iteration 39Q: 3 clusters Score -1558603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1558615.000000 Penalty: 3057.106934
	Iteration 40F: 3 clusters Score -1558615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1558623.000000 Penalty: 3057.106934
	Iteration 41Q: 3 clusters Score -1558623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1558634.875000 Penalty: 3057.106934
	Iteration 42Q: 3 clusters Score -1558635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1558652.875000 Penalty: 3057.106934
	Iteration 43Q: 3 clusters Score -1558653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1558671.625000 Penalty: 3057.106934
	Iteration 44Q: 3 clusters Score -1558672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1558689.875000 Penalty: 3057.106934
	Iteration 45Q: 3 clusters Score -1558690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1558702.875000 Penalty: 3057.106934
	Iteration 46Q: 3 clusters Score -1558703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1558720.375000 Penalty: 3057.106934
	Iteration 47Q: 3 clusters Score -1558720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1558729.625000 Penalty: 3057.106934
	Iteration 48Q: 3 clusters Score -1558730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1558735.500000 Penalty: 3057.106934
	Iteration 49Q: 3 clusters Score -1558736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1558739.875000 Penalty: 3057.106934
	Iteration 50Q: 3 clusters Score -1558740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1558743.250000 Penalty: 3057.106934
	Iteration 51Q: 3 clusters Score -1558743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1558758.375000 Penalty: 3057.106934
	Iteration 52Q: 3 clusters Score -1558758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1558758.125000 Penalty: 3057.106934
	Iteration 53Q: 3 clusters Score -1558758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1558763.625000 Penalty: 3057.106934
	Iteration 54Q: 3 clusters Score -1558764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1558771.625000 Penalty: 3057.106934
	Iteration 55Q: 3 clusters Score -1558772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1558780.250000 Penalty: 3057.106934
	Iteration 56Q: 3 clusters Score -1558780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1558784.500000 Penalty: 3057.106934
	Iteration 57Q: 3 clusters Score -1558784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1558785.125000 Penalty: 3057.106934
	Iteration 58Q: 3 clusters Score -1558785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1558789.500000 Penalty: 3057.106934
	Iteration 59Q: 3 clusters Score -1558790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1558793.125000 Penalty: 3057.106934
	Iteration 60F: 3 clusters Score -1558793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1558796.625000 Penalty: 3057.106934
	Iteration 61Q: 3 clusters Score -1558797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1558798.375000 Penalty: 3057.106934
	Iteration 62Q: 3 clusters Score -1558798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1558802.625000 Penalty: 3057.106934
	Iteration 63Q: 3 clusters Score -1558803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1558802.750000 Penalty: 3057.106934
	Iteration 64Q: 3 clusters Score -1558803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1558805.250000 Penalty: 3057.106934
	Iteration 65Q: 3 clusters Score -1558805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1558806.000000 Penalty: 3057.106934
	Iteration 66Q: 3 clusters Score -1558806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1558810.500000 Penalty: 3057.106934
	Iteration 67Q: 3 clusters Score -1558810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1558811.875000 Penalty: 3057.106934
	Iteration 68Q: 3 clusters Score -1558812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1558812.000000 Penalty: 3057.106934
	Iteration 69Q: 3 clusters Score -1558812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1558812.750000 Penalty: 3057.106934
	Iteration 70Q: 3 clusters Score -1558813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1558814.375000 Penalty: 3057.106934
	Iteration 71Q: 3 clusters Score -1558814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1558818.625000 Penalty: 3057.106934
	Iteration 72Q: 3 clusters Score -1558819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1558817.125000 Penalty: 3057.106934
	Iteration 73Q: 3 clusters Score -1558817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1558818.500000 Penalty: 3057.106934
	Iteration 74Q: 3 clusters Score -1558818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1558818.500000 Penalty: 3057.106934
	Iteration 75F: 3 clusters Score -1558818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -72741.484375 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -72741.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71608.851562 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -71608.85 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71854.437500 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -71854.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71940.054688 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -71940.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71979.601562 Penalty: 2085.437988
	Iteration 3Q: 3 clusters Score -71979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72000.976562 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -72000.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72012.640625 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -72012.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72027.093750 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -72027.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72040.085938 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -72040.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72054.187500 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -72054.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72058.320312 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -72058.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72061.984375 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -72061.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72065.734375 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -72065.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72066.789062 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -72066.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72066.789062 Penalty: 2085.437988
	Iteration 13F: 3 clusters Score -72066.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20396.273438 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20396.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20463.625000 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20463.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20475.876953 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20475.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20476.525391 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20476.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20476.525391 Penalty: 1659.432373
	Iteration 4F: 3 clusters Score -20476.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44390.496094 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44390.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44585.257812 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44585.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44665.714844 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44665.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44709.191406 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -44709.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44726.378906 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44726.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44744.695312 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44759.562500 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44759.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44777.367188 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -44777.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44785.746094 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -44785.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44796.667969 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -44796.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44796.667969 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -44796.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -64030.390625 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -64030.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62919.742188 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -62919.74 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63206.664062 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -63206.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63324.156250 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -63324.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63387.980469 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -63387.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63453.914062 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -63453.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63494.843750 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -63494.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63517.828125 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -63517.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63530.449219 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -63530.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63540.746094 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -63540.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63562.800781 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -63562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63595.773438 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -63595.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63619.296875 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -63619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63638.812500 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -63638.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63652.347656 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -63652.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63663.558594 Penalty: 2087.555176
	Iteration 14Q: 3 clusters Score -63663.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63671.167969 Penalty: 2087.555176
	Iteration 15Q: 3 clusters Score -63671.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63672.121094 Penalty: 2087.555176
	Iteration 16Q: 3 clusters Score -63672.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63672.636719 Penalty: 2087.555176
	Iteration 17Q: 3 clusters Score -63672.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63673.191406 Penalty: 2087.555176
	Iteration 18F: 3 clusters Score -63673.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63676.437500 Penalty: 2087.555176
	Iteration 19Q: 3 clusters Score -63676.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63684.285156 Penalty: 2087.555176
	Iteration 20F: 3 clusters Score -63684.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63692.609375 Penalty: 2087.555176
	Iteration 21Q: 3 clusters Score -63692.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63694.789062 Penalty: 2087.555176
	Iteration 22Q: 3 clusters Score -63694.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63697.835938 Penalty: 2087.555176
	Iteration 23Q: 3 clusters Score -63697.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63702.187500 Penalty: 2087.555176
	Iteration 24Q: 3 clusters Score -63702.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63702.187500 Penalty: 2087.555176
	Iteration 25F: 3 clusters Score -63702.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16646.109375 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16646.11 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17017.927734 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -17017.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17243.082031 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17243.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17333.833984 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -17333.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17434.128906 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17434.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17448.943359 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17448.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17469.076172 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17469.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17476.843750 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17476.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17513.259766 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17513.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17578.544922 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17578.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17643.837891 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17643.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17695.699219 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17711.644531 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17711.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17715.759766 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -17715.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17717.050781 Penalty: 1934.804077
	Iteration 14Q: 3 clusters Score -17717.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17717.779297 Penalty: 1934.804077
	Iteration 15Q: 3 clusters Score -17717.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17718.566406 Penalty: 1934.804077
	Iteration 16Q: 3 clusters Score -17718.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17724.376953 Penalty: 1934.804077
	Iteration 17F: 3 clusters Score -17724.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17740.138672 Penalty: 1934.804077
	Iteration 18Q: 3 clusters Score -17740.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17743.580078 Penalty: 1934.804077
	Iteration 19Q: 3 clusters Score -17743.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17746.720703 Penalty: 1934.804077
	Iteration 20F: 3 clusters Score -17746.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 106 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 279 members 
Entering Unmasked Estep 
Score: -85949376.000000 Penalty: 108896.726562
Splitting cluster 10 changes total score from -85950272.000000 to -85949376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Entering Unmasked Estep 
Score: -1309079.375000 Penalty: 1499.882324
	Iteration 0F: 2 clusters Score -1309079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1301722.500000 Penalty: 2999.764648
	Iteration 0F: 3 clusters Score -1301722 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1304174.625000 Penalty: 2999.764648
	Iteration 1F: 3 clusters Score -1304175 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1304563.750000 Penalty: 2999.764648
	Iteration 2F: 3 clusters Score -1304564 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1304959.625000 Penalty: 2999.764648
	Iteration 3F: 3 clusters Score -1304960 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1305398.250000 Penalty: 2999.764648
	Iteration 4F: 3 clusters Score -1305398 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1305891.625000 Penalty: 2999.764648
	Iteration 5F: 3 clusters Score -1305892 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1306359.750000 Penalty: 2999.764648
	Iteration 6F: 3 clusters Score -1306360 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1306807.375000 Penalty: 2999.764648
	Iteration 7F: 3 clusters Score -1306807 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1307137.000000 Penalty: 2999.764648
	Iteration 8Q: 3 clusters Score -1307137 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1307416.500000 Penalty: 2999.764648
	Iteration 9Q: 3 clusters Score -1307416 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1307684.500000 Penalty: 2999.764648
	Iteration 10Q: 3 clusters Score -1307684 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1307951.500000 Penalty: 2999.764648
	Iteration 11Q: 3 clusters Score -1307952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1308191.625000 Penalty: 2999.764648
	Iteration 12Q: 3 clusters Score -1308192 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1308318.500000 Penalty: 2999.764648
	Iteration 13Q: 3 clusters Score -1308318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1308377.000000 Penalty: 2999.764648
	Iteration 14Q: 3 clusters Score -1308377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1308404.375000 Penalty: 2999.764648
	Iteration 15Q: 3 clusters Score -1308404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1308417.875000 Penalty: 2999.764648
	Iteration 16Q: 3 clusters Score -1308418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1308421.000000 Penalty: 2999.764648
	Iteration 17Q: 3 clusters Score -1308421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1308424.250000 Penalty: 2999.764648
	Iteration 18Q: 3 clusters Score -1308424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1308431.000000 Penalty: 2999.764648
	Iteration 19Q: 3 clusters Score -1308431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1308439.625000 Penalty: 2999.764648
	Iteration 20F: 3 clusters Score -1308440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1308446.250000 Penalty: 2999.764648
	Iteration 21Q: 3 clusters Score -1308446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1308452.375000 Penalty: 2999.764648
	Iteration 22Q: 3 clusters Score -1308452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1308460.500000 Penalty: 2999.764648
	Iteration 23Q: 3 clusters Score -1308460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1308461.500000 Penalty: 2999.764648
	Iteration 24Q: 3 clusters Score -1308462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1308466.250000 Penalty: 2999.764648
	Iteration 25Q: 3 clusters Score -1308466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1308467.500000 Penalty: 2999.764648
	Iteration 26Q: 3 clusters Score -1308468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1308467.875000 Penalty: 2999.764648
	Iteration 27Q: 3 clusters Score -1308468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1308469.625000 Penalty: 2999.764648
	Iteration 28Q: 3 clusters Score -1308470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1308468.625000 Penalty: 2999.764648
	Iteration 29Q: 3 clusters Score -1308469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1308469.250000 Penalty: 2999.764648
	Iteration 30Q: 3 clusters Score -1308469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1308470.375000 Penalty: 2999.764648
	Iteration 31Q: 3 clusters Score -1308470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1308470.875000 Penalty: 2999.764648
	Iteration 32Q: 3 clusters Score -1308471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1308470.375000 Penalty: 2999.764648
	Iteration 33Q: 3 clusters Score -1308470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1308468.000000 Penalty: 2999.764648
	Iteration 34Q: 3 clusters Score -1308468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1308469.875000 Penalty: 2999.764648
	Iteration 35Q: 3 clusters Score -1308470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1308470.500000 Penalty: 2999.764648
	Iteration 36Q: 3 clusters Score -1308470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1308472.000000 Penalty: 2999.764648
	Iteration 37Q: 3 clusters Score -1308472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1308470.625000 Penalty: 2999.764648
	Iteration 38Q: 3 clusters Score -1308471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1308475.625000 Penalty: 2999.764648
	Iteration 39Q: 3 clusters Score -1308476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1308475.000000 Penalty: 2999.764648
	Iteration 40F: 3 clusters Score -1308475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1308477.750000 Penalty: 2999.764648
	Iteration 41Q: 3 clusters Score -1308478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1308478.125000 Penalty: 2999.764648
	Iteration 42Q: 3 clusters Score -1308478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1308477.250000 Penalty: 2999.764648
	Iteration 43Q: 3 clusters Score -1308477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1308477.250000 Penalty: 2999.764648
	Iteration 44F: 3 clusters Score -1308477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -605212.187500 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -605212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -601506.625000 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -601506.6 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -602493.375000 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -602493.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -602619.250000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -602619.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -602699.125000 Penalty: 2736.435303
	Iteration 3Q: 3 clusters Score -602699.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -602752.437500 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -602752.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -602794.000000 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -602794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -602833.687500 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -602833.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -602863.625000 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -602863.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -602882.437500 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -602882.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -602892.875000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -602892.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -602904.687500 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -602904.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -602915.812500 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -602915.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -602927.375000 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -602927.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -602937.375000 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -602937.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -602948.812500 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -602948.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -602965.437500 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -602965.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -602973.750000 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -602973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -602980.125000 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -602980.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -602986.125000 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -602986.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -602988.312500 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -602988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -602994.437500 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -602994.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -603001.000000 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -603001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -603006.125000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -603006.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -603009.750000 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -603009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -603010.312500 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -603010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -603012.375000 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -603012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603014.500000 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -603014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603014.437500 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -603014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603017.312500 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -603017.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603018.375000 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -603018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -603022.062500 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -603022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -603026.000000 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -603026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -603026.875000 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -603026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -603029.500000 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -603029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -603032.125000 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -603032.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -603035.812500 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -603035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -603038.000000 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -603038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -603041.125000 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -603041.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -603044.375000 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -603044.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -603046.687500 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -603046.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -603050.437500 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -603050.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -603054.000000 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -603054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -603054.937500 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -603054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -603056.125000 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -603056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -603057.875000 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -603057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -603059.375000 Penalty: 2736.435303
	Iteration 45Q: 3 clusters Score -603059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -603061.562500 Penalty: 2736.435303
	Iteration 46Q: 3 clusters Score -603061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -603063.312500 Penalty: 2736.435303
	Iteration 47Q: 3 clusters Score -603063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -603065.625000 Penalty: 2736.435303
	Iteration 48Q: 3 clusters Score -603065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -603067.812500 Penalty: 2736.435303
	Iteration 49Q: 3 clusters Score -603067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -603069.500000 Penalty: 2736.435303
	Iteration 50Q: 3 clusters Score -603069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -603070.812500 Penalty: 2736.435303
	Iteration 51Q: 3 clusters Score -603070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -603072.187500 Penalty: 2736.435303
	Iteration 52Q: 3 clusters Score -603072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603073.187500 Penalty: 2736.435303
	Iteration 53Q: 3 clusters Score -603073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -603074.562500 Penalty: 2736.435303
	Iteration 54Q: 3 clusters Score -603074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -603075.562500 Penalty: 2736.435303
	Iteration 55Q: 3 clusters Score -603075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -603079.250000 Penalty: 2736.435303
	Iteration 56Q: 3 clusters Score -603079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -603081.437500 Penalty: 2736.435303
	Iteration 57Q: 3 clusters Score -603081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -603082.812500 Penalty: 2736.435303
	Iteration 58Q: 3 clusters Score -603082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -603086.000000 Penalty: 2736.435303
	Iteration 59Q: 3 clusters Score -603086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -603087.687500 Penalty: 2736.435303
	Iteration 60F: 3 clusters Score -603087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -603090.250000 Penalty: 2736.435303
	Iteration 61Q: 3 clusters Score -603090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603090.812500 Penalty: 2736.435303
	Iteration 62Q: 3 clusters Score -603090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -603095.562500 Penalty: 2736.435303
	Iteration 63Q: 3 clusters Score -603095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -603099.750000 Penalty: 2736.435303
	Iteration 64Q: 3 clusters Score -603099.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -603105.937500 Penalty: 2736.435303
	Iteration 65Q: 3 clusters Score -603105.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -603107.812500 Penalty: 2736.435303
	Iteration 66Q: 3 clusters Score -603107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -603110.875000 Penalty: 2736.435303
	Iteration 67Q: 3 clusters Score -603110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -603114.750000 Penalty: 2736.435303
	Iteration 68Q: 3 clusters Score -603114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -603118.437500 Penalty: 2736.435303
	Iteration 69Q: 3 clusters Score -603118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -603124.500000 Penalty: 2736.435303
	Iteration 70Q: 3 clusters Score -603124.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -603132.187500 Penalty: 2736.435303
	Iteration 71Q: 3 clusters Score -603132.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -603138.937500 Penalty: 2736.435303
	Iteration 72Q: 3 clusters Score -603138.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -603149.625000 Penalty: 2736.435303
	Iteration 73Q: 3 clusters Score -603149.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -603159.062500 Penalty: 2736.435303
	Iteration 74Q: 3 clusters Score -603159.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -603173.937500 Penalty: 2736.435303
	Iteration 75Q: 3 clusters Score -603173.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -603190.500000 Penalty: 2736.435303
	Iteration 76Q: 3 clusters Score -603190.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -603207.500000 Penalty: 2736.435303
	Iteration 77Q: 3 clusters Score -603207.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -603228.625000 Penalty: 2736.435303
	Iteration 78Q: 3 clusters Score -603228.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -603252.312500 Penalty: 2736.435303
	Iteration 79Q: 3 clusters Score -603252.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -603278.500000 Penalty: 2736.435303
	Iteration 80F: 3 clusters Score -603278.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -603312.187500 Penalty: 2736.435303
	Iteration 81Q: 3 clusters Score -603312.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -603348.937500 Penalty: 2736.435303
	Iteration 82Q: 3 clusters Score -603348.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -603390.312500 Penalty: 2736.435303
	Iteration 83Q: 3 clusters Score -603390.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -603430.750000 Penalty: 2736.435303
	Iteration 84Q: 3 clusters Score -603430.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -603480.875000 Penalty: 2736.435303
	Iteration 85Q: 3 clusters Score -603480.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -603528.750000 Penalty: 2736.435303
	Iteration 86Q: 3 clusters Score -603528.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -603579.375000 Penalty: 2736.435303
	Iteration 87Q: 3 clusters Score -603579.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -603633.812500 Penalty: 2736.435303
	Iteration 88Q: 3 clusters Score -603633.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -603686.187500 Penalty: 2736.435303
	Iteration 89Q: 3 clusters Score -603686.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -603728.875000 Penalty: 2736.435303
	Iteration 90Q: 3 clusters Score -603728.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -603766.000000 Penalty: 2736.435303
	Iteration 91Q: 3 clusters Score -603766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -603799.812500 Penalty: 2736.435303
	Iteration 92Q: 3 clusters Score -603799.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -603829.625000 Penalty: 2736.435303
	Iteration 93Q: 3 clusters Score -603829.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -603852.625000 Penalty: 2736.435303
	Iteration 94Q: 3 clusters Score -603852.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -603875.062500 Penalty: 2736.435303
	Iteration 95Q: 3 clusters Score -603875.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -603896.437500 Penalty: 2736.435303
	Iteration 96Q: 3 clusters Score -603896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -603910.875000 Penalty: 2736.435303
	Iteration 97Q: 3 clusters Score -603910.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -603920.750000 Penalty: 2736.435303
	Iteration 98Q: 3 clusters Score -603920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -603928.000000 Penalty: 2736.435303
	Iteration 99Q: 3 clusters Score -603928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -603936.937500 Penalty: 2736.435303
	Iteration 100F: 3 clusters Score -603936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -603945.562500 Penalty: 2736.435303
	Iteration 101Q: 3 clusters Score -603945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -603951.750000 Penalty: 2736.435303
	Iteration 102Q: 3 clusters Score -603951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -603956.625000 Penalty: 2736.435303
	Iteration 103Q: 3 clusters Score -603956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -603958.625000 Penalty: 2736.435303
	Iteration 104Q: 3 clusters Score -603958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -603961.312500 Penalty: 2736.435303
	Iteration 105Q: 3 clusters Score -603961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -603965.187500 Penalty: 2736.435303
	Iteration 106Q: 3 clusters Score -603965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -603966.875000 Penalty: 2736.435303
	Iteration 107Q: 3 clusters Score -603966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -603969.562500 Penalty: 2736.435303
	Iteration 108Q: 3 clusters Score -603969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -603971.000000 Penalty: 2736.435303
	Iteration 109Q: 3 clusters Score -603971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -603975.500000 Penalty: 2736.435303
	Iteration 110Q: 3 clusters Score -603975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -603981.562500 Penalty: 2736.435303
	Iteration 111Q: 3 clusters Score -603981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -603986.500000 Penalty: 2736.435303
	Iteration 112Q: 3 clusters Score -603986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -603990.500000 Penalty: 2736.435303
	Iteration 113Q: 3 clusters Score -603990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -603993.875000 Penalty: 2736.435303
	Iteration 114Q: 3 clusters Score -603993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -603999.375000 Penalty: 2736.435303
	Iteration 115Q: 3 clusters Score -603999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -604001.937500 Penalty: 2736.435303
	Iteration 116Q: 3 clusters Score -604001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -604003.312500 Penalty: 2736.435303
	Iteration 117Q: 3 clusters Score -604003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -604006.875000 Penalty: 2736.435303
	Iteration 118Q: 3 clusters Score -604006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -604008.062500 Penalty: 2736.435303
	Iteration 119Q: 3 clusters Score -604008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -604010.750000 Penalty: 2736.435303
	Iteration 120F: 3 clusters Score -604010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -604012.812500 Penalty: 2736.435303
	Iteration 121Q: 3 clusters Score -604012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -604013.000000 Penalty: 2736.435303
	Iteration 122Q: 3 clusters Score -604013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -604013.875000 Penalty: 2736.435303
	Iteration 123Q: 3 clusters Score -604013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -604014.062500 Penalty: 2736.435303
	Iteration 124Q: 3 clusters Score -604014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -604017.000000 Penalty: 2736.435303
	Iteration 125Q: 3 clusters Score -604017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -604018.062500 Penalty: 2736.435303
	Iteration 126Q: 3 clusters Score -604018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -604018.062500 Penalty: 2736.435303
	Iteration 127F: 3 clusters Score -604018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -2050009.750000 Penalty: 1570.723633
	Iteration 0F: 2 clusters Score -2050010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2039111.500000 Penalty: 3141.447266
	Iteration 0F: 3 clusters Score -2039112 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2043087.250000 Penalty: 3141.447266
	Iteration 1F: 3 clusters Score -2043087 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2043419.875000 Penalty: 3141.447266
	Iteration 2F: 3 clusters Score -2043420 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2043728.625000 Penalty: 3141.447266
	Iteration 3Q: 3 clusters Score -2043729 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2043991.750000 Penalty: 3141.447266
	Iteration 4Q: 3 clusters Score -2043992 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2044235.875000 Penalty: 3141.447266
	Iteration 5Q: 3 clusters Score -2044236 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2044473.125000 Penalty: 3141.447266
	Iteration 6Q: 3 clusters Score -2044473 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2044701.375000 Penalty: 3141.447266
	Iteration 7Q: 3 clusters Score -2044701 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2044951.500000 Penalty: 3141.447266
	Iteration 8Q: 3 clusters Score -2044952 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2045236.375000 Penalty: 3141.447266
	Iteration 9Q: 3 clusters Score -2045236 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2045498.875000 Penalty: 3141.447266
	Iteration 10Q: 3 clusters Score -2045499 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2045755.875000 Penalty: 3141.447266
	Iteration 11Q: 3 clusters Score -2045756 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2045973.125000 Penalty: 3141.447266
	Iteration 12Q: 3 clusters Score -2045973 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2046180.500000 Penalty: 3141.447266
	Iteration 13Q: 3 clusters Score -2046180 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2046330.625000 Penalty: 3141.447266
	Iteration 14Q: 3 clusters Score -2046331 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2046436.500000 Penalty: 3141.447266
	Iteration 15Q: 3 clusters Score -2046436 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2046526.125000 Penalty: 3141.447266
	Iteration 16Q: 3 clusters Score -2046526 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2046605.375000 Penalty: 3141.447266
	Iteration 17Q: 3 clusters Score -2046605 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2046662.875000 Penalty: 3141.447266
	Iteration 18Q: 3 clusters Score -2046663 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2046716.250000 Penalty: 3141.447266
	Iteration 19Q: 3 clusters Score -2046716 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2046768.250000 Penalty: 3141.447266
	Iteration 20F: 3 clusters Score -2046768 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2046815.125000 Penalty: 3141.447266
	Iteration 21Q: 3 clusters Score -2046815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2046860.500000 Penalty: 3141.447266
	Iteration 22Q: 3 clusters Score -2046860 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2046901.625000 Penalty: 3141.447266
	Iteration 23Q: 3 clusters Score -2046902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2046953.500000 Penalty: 3141.447266
	Iteration 24Q: 3 clusters Score -2046954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2047001.750000 Penalty: 3141.447266
	Iteration 25Q: 3 clusters Score -2047002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2047063.375000 Penalty: 3141.447266
	Iteration 26Q: 3 clusters Score -2047063 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2047114.875000 Penalty: 3141.447266
	Iteration 27Q: 3 clusters Score -2047115 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2047173.250000 Penalty: 3141.447266
	Iteration 28Q: 3 clusters Score -2047173 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2047235.750000 Penalty: 3141.447266
	Iteration 29Q: 3 clusters Score -2047236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2047301.375000 Penalty: 3141.447266
	Iteration 30Q: 3 clusters Score -2047301 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2047377.750000 Penalty: 3141.447266
	Iteration 31Q: 3 clusters Score -2047378 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2047463.000000 Penalty: 3141.447266
	Iteration 32Q: 3 clusters Score -2047463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2047552.125000 Penalty: 3141.447266
	Iteration 33Q: 3 clusters Score -2047552 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2047633.875000 Penalty: 3141.447266
	Iteration 34Q: 3 clusters Score -2047634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2047713.875000 Penalty: 3141.447266
	Iteration 35Q: 3 clusters Score -2047714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2047774.750000 Penalty: 3141.447266
	Iteration 36Q: 3 clusters Score -2047775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2047857.625000 Penalty: 3141.447266
	Iteration 37Q: 3 clusters Score -2047858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2047906.125000 Penalty: 3141.447266
	Iteration 38Q: 3 clusters Score -2047906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2047956.125000 Penalty: 3141.447266
	Iteration 39Q: 3 clusters Score -2047956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2048003.875000 Penalty: 3141.447266
	Iteration 40F: 3 clusters Score -2048004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2048049.750000 Penalty: 3141.447266
	Iteration 41Q: 3 clusters Score -2048050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2048092.125000 Penalty: 3141.447266
	Iteration 42Q: 3 clusters Score -2048092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2048128.250000 Penalty: 3141.447266
	Iteration 43Q: 3 clusters Score -2048128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2048162.000000 Penalty: 3141.447266
	Iteration 44Q: 3 clusters Score -2048162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2048187.625000 Penalty: 3141.447266
	Iteration 45Q: 3 clusters Score -2048188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2048227.875000 Penalty: 3141.447266
	Iteration 46Q: 3 clusters Score -2048228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2048256.125000 Penalty: 3141.447266
	Iteration 47Q: 3 clusters Score -2048256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2048291.375000 Penalty: 3141.447266
	Iteration 48Q: 3 clusters Score -2048291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2048327.375000 Penalty: 3141.447266
	Iteration 49Q: 3 clusters Score -2048327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2048365.625000 Penalty: 3141.447266
	Iteration 50Q: 3 clusters Score -2048366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2048386.250000 Penalty: 3141.447266
	Iteration 51Q: 3 clusters Score -2048386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2048404.250000 Penalty: 3141.447266
	Iteration 52Q: 3 clusters Score -2048404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2048433.500000 Penalty: 3141.447266
	Iteration 53Q: 3 clusters Score -2048434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2048456.750000 Penalty: 3141.447266
	Iteration 54Q: 3 clusters Score -2048457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2048476.250000 Penalty: 3141.447266
	Iteration 55Q: 3 clusters Score -2048476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2048496.250000 Penalty: 3141.447266
	Iteration 56Q: 3 clusters Score -2048496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2048521.750000 Penalty: 3141.447266
	Iteration 57Q: 3 clusters Score -2048522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2048541.750000 Penalty: 3141.447266
	Iteration 58Q: 3 clusters Score -2048542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2048559.000000 Penalty: 3141.447266
	Iteration 59Q: 3 clusters Score -2048559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2048578.875000 Penalty: 3141.447266
	Iteration 60F: 3 clusters Score -2048579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2048602.625000 Penalty: 3141.447266
	Iteration 61Q: 3 clusters Score -2048603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2048615.000000 Penalty: 3141.447266
	Iteration 62Q: 3 clusters Score -2048615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2048619.750000 Penalty: 3141.447266
	Iteration 63Q: 3 clusters Score -2048620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2048625.875000 Penalty: 3141.447266
	Iteration 64Q: 3 clusters Score -2048626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2048635.000000 Penalty: 3141.447266
	Iteration 65Q: 3 clusters Score -2048635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2048643.125000 Penalty: 3141.447266
	Iteration 66Q: 3 clusters Score -2048643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2048649.875000 Penalty: 3141.447266
	Iteration 67Q: 3 clusters Score -2048650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2048663.750000 Penalty: 3141.447266
	Iteration 68Q: 3 clusters Score -2048664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2048675.875000 Penalty: 3141.447266
	Iteration 69Q: 3 clusters Score -2048676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2048691.000000 Penalty: 3141.447266
	Iteration 70Q: 3 clusters Score -2048691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2048708.250000 Penalty: 3141.447266
	Iteration 71Q: 3 clusters Score -2048708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2048715.750000 Penalty: 3141.447266
	Iteration 72Q: 3 clusters Score -2048716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2048735.500000 Penalty: 3141.447266
	Iteration 73Q: 3 clusters Score -2048736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2048744.875000 Penalty: 3141.447266
	Iteration 74Q: 3 clusters Score -2048745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2048751.125000 Penalty: 3141.447266
	Iteration 75Q: 3 clusters Score -2048751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2048759.250000 Penalty: 3141.447266
	Iteration 76Q: 3 clusters Score -2048759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2048764.625000 Penalty: 3141.447266
	Iteration 77Q: 3 clusters Score -2048765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2048766.750000 Penalty: 3141.447266
	Iteration 78Q: 3 clusters Score -2048767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2048772.750000 Penalty: 3141.447266
	Iteration 79Q: 3 clusters Score -2048773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2048778.375000 Penalty: 3141.447266
	Iteration 80F: 3 clusters Score -2048778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2048778.000000 Penalty: 3141.447266
	Iteration 81Q: 3 clusters Score -2048778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2048785.000000 Penalty: 3141.447266
	Iteration 82Q: 3 clusters Score -2048785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2048794.875000 Penalty: 3141.447266
	Iteration 83Q: 3 clusters Score -2048795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2048800.125000 Penalty: 3141.447266
	Iteration 84Q: 3 clusters Score -2048800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2048804.125000 Penalty: 3141.447266
	Iteration 85Q: 3 clusters Score -2048804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2048809.750000 Penalty: 3141.447266
	Iteration 86Q: 3 clusters Score -2048810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2048813.625000 Penalty: 3141.447266
	Iteration 87Q: 3 clusters Score -2048814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2048816.375000 Penalty: 3141.447266
	Iteration 88Q: 3 clusters Score -2048816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2048819.250000 Penalty: 3141.447266
	Iteration 89Q: 3 clusters Score -2048819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2048819.250000 Penalty: 3141.447266
	Iteration 90F: 3 clusters Score -2048819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Entering Unmasked Estep 
Score: -7988283.000000 Penalty: 1787.946777
	Iteration 0F: 2 clusters Score -7988283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -7949822.000000 Penalty: 3575.893555
	Iteration 0F: 3 clusters Score -7949822 nChanged 28144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -7965964.500000 Penalty: 3575.893555
	Iteration 1F: 3 clusters Score -7965964 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -7966893.000000 Penalty: 3575.893555
	Iteration 2Q: 3 clusters Score -7966893 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7968025.500000 Penalty: 3575.893555
	Iteration 3Q: 3 clusters Score -7968026 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -7969764.500000 Penalty: 3575.893555
	Iteration 4F: 3 clusters Score -7969764 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7972256.000000 Penalty: 3575.893555
	Iteration 5F: 3 clusters Score -7972256 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -7976067.500000 Penalty: 3575.893555
	Iteration 6F: 3 clusters Score -7976068 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -7980242.000000 Penalty: 3575.893555
	Iteration 7F: 3 clusters Score -7980242 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -7983556.000000 Penalty: 3575.893555
	Iteration 8F: 3 clusters Score -7983556 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -7985203.500000 Penalty: 3575.893555
	Iteration 9Q: 3 clusters Score -7985204 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -7985873.000000 Penalty: 3575.893555
	Iteration 10Q: 3 clusters Score -7985873 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -7986245.000000 Penalty: 3575.893555
	Iteration 11Q: 3 clusters Score -7986245 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -7986506.500000 Penalty: 3575.893555
	Iteration 12Q: 3 clusters Score -7986506 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -7986629.500000 Penalty: 3575.893555
	Iteration 13Q: 3 clusters Score -7986630 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7986752.000000 Penalty: 3575.893555
	Iteration 14Q: 3 clusters Score -7986752 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7986908.000000 Penalty: 3575.893555
	Iteration 15Q: 3 clusters Score -7986908 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -7986991.000000 Penalty: 3575.893555
	Iteration 16Q: 3 clusters Score -7986991 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7987070.000000 Penalty: 3575.893555
	Iteration 17Q: 3 clusters Score -7987070 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7987139.500000 Penalty: 3575.893555
	Iteration 18Q: 3 clusters Score -7987140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7987184.500000 Penalty: 3575.893555
	Iteration 19Q: 3 clusters Score -7987184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7987212.500000 Penalty: 3575.893555
	Iteration 20F: 3 clusters Score -7987212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7987230.500000 Penalty: 3575.893555
	Iteration 21Q: 3 clusters Score -7987230 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -7987207.500000 Penalty: 3575.893555
	Iteration 22Q: 3 clusters Score -7987208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -7987239.500000 Penalty: 3575.893555
	Iteration 23Q: 3 clusters Score -7987240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7987240.000000 Penalty: 3575.893555
	Iteration 24Q: 3 clusters Score -7987240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7987231.500000 Penalty: 3575.893555
	Iteration 25Q: 3 clusters Score -7987232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -7987237.000000 Penalty: 3575.893555
	Iteration 26Q: 3 clusters Score -7987237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -7987214.000000 Penalty: 3575.893555
	Iteration 27Q: 3 clusters Score -7987214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -7987217.500000 Penalty: 3575.893555
	Iteration 28Q: 3 clusters Score -7987218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -7987210.500000 Penalty: 3575.893555
	Iteration 29Q: 3 clusters Score -7987210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -7987235.000000 Penalty: 3575.893555
	Iteration 30Q: 3 clusters Score -7987235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -7987241.000000 Penalty: 3575.893555
	Iteration 31Q: 3 clusters Score -7987241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -7987256.000000 Penalty: 3575.893555
	Iteration 32Q: 3 clusters Score -7987256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -7987255.000000 Penalty: 3575.893555
	Iteration 33Q: 3 clusters Score -7987255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -7987249.500000 Penalty: 3575.893555
	Iteration 34Q: 3 clusters Score -7987250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -7987253.000000 Penalty: 3575.893555
	Iteration 35Q: 3 clusters Score -7987253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7987251.500000 Penalty: 3575.893555
	Iteration 36Q: 3 clusters Score -7987252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -7987261.500000 Penalty: 3575.893555
	Iteration 37Q: 3 clusters Score -7987262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -7987267.500000 Penalty: 3575.893555
	Iteration 38Q: 3 clusters Score -7987268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7987264.000000 Penalty: 3575.893555
	Iteration 39Q: 3 clusters Score -7987264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7987257.000000 Penalty: 3575.893555
	Iteration 40F: 3 clusters Score -7987257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7987258.000000 Penalty: 3575.893555
	Iteration 41Q: 3 clusters Score -7987258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -7987265.000000 Penalty: 3575.893555
	Iteration 42Q: 3 clusters Score -7987265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -7987261.500000 Penalty: 3575.893555
	Iteration 43Q: 3 clusters Score -7987262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7987257.000000 Penalty: 3575.893555
	Iteration 44Q: 3 clusters Score -7987257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -7987259.500000 Penalty: 3575.893555
	Iteration 45Q: 3 clusters Score -7987260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -7987257.000000 Penalty: 3575.893555
	Iteration 46Q: 3 clusters Score -7987257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -7987255.500000 Penalty: 3575.893555
	Iteration 47Q: 3 clusters Score -7987256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -7987256.000000 Penalty: 3575.893555
	Iteration 48Q: 3 clusters Score -7987256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -7987248.000000 Penalty: 3575.893555
	Iteration 49Q: 3 clusters Score -7987248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7987252.000000 Penalty: 3575.893555
	Iteration 50Q: 3 clusters Score -7987252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7987249.500000 Penalty: 3575.893555
	Iteration 51Q: 3 clusters Score -7987250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -7987242.000000 Penalty: 3575.893555
	Iteration 52Q: 3 clusters Score -7987242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7987246.500000 Penalty: 3575.893555
	Iteration 53Q: 3 clusters Score -7987246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -7987243.500000 Penalty: 3575.893555
	Iteration 54Q: 3 clusters Score -7987244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7987246.000000 Penalty: 3575.893555
	Iteration 55Q: 3 clusters Score -7987246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7987249.500000 Penalty: 3575.893555
	Iteration 56Q: 3 clusters Score -7987250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7987245.000000 Penalty: 3575.893555
	Iteration 57Q: 3 clusters Score -7987245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -7987244.500000 Penalty: 3575.893555
	Iteration 58Q: 3 clusters Score -7987244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -7987244.500000 Penalty: 3575.893555
	Iteration 59F: 3 clusters Score -7987244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -49312.195312 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -49312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48370.089844 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -48370.09 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48645.226562 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -48645.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48796.882812 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -48796.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48967.609375 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -48967.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49018.519531 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49018.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49051.187500 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49051.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49091.394531 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49091.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49117.308594 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -49117.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49133.312500 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -49133.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49148.070312 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -49148.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49164.558594 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -49164.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49172.230469 Penalty: 1983.331543
	Iteration 11Q: 3 clusters Score -49172.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49179.375000 Penalty: 1983.331543
	Iteration 12Q: 3 clusters Score -49179.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49185.332031 Penalty: 1983.331543
	Iteration 13Q: 3 clusters Score -49185.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49188.019531 Penalty: 1983.331543
	Iteration 14Q: 3 clusters Score -49188.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49189.921875 Penalty: 1983.331543
	Iteration 15Q: 3 clusters Score -49189.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49189.921875 Penalty: 1983.331543
	Iteration 16F: 3 clusters Score -49189.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27914.351562 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -27914.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28063.513672 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28063.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28196.957031 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28196.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28307.197266 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -28307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28351.152344 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28351.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28367.271484 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28367.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28390.867188 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -28390.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28475.480469 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -28475.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28496.666016 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -28496.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28506.742188 Penalty: 1823.078369
	Iteration 9Q: 3 clusters Score -28506.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28521.082031 Penalty: 1823.078369
	Iteration 10Q: 3 clusters Score -28521.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28537.921875 Penalty: 1823.078369
	Iteration 11Q: 3 clusters Score -28537.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28594.791016 Penalty: 1823.078369
	Iteration 12Q: 3 clusters Score -28594.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28621.552734 Penalty: 1823.078369
	Iteration 13Q: 3 clusters Score -28621.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28621.552734 Penalty: 1823.078369
	Iteration 14F: 3 clusters Score -28621.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12815.971680 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12815.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12898.633789 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12898.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12922.661133 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12922.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12922.661133 Penalty: 1703.567749
	Iteration 3F: 3 clusters Score -12922.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Entering Unmasked Estep 
Score: -1392499.000000 Penalty: 1507.233765
	Iteration 0F: 2 clusters Score -1392499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1384847.125000 Penalty: 3014.467529
	Iteration 0F: 3 clusters Score -1384847 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1387358.125000 Penalty: 3014.467529
	Iteration 1F: 3 clusters Score -1387358 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1387657.500000 Penalty: 3014.467529
	Iteration 2F: 3 clusters Score -1387658 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1387903.375000 Penalty: 3014.467529
	Iteration 3F: 3 clusters Score -1387903 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1388127.625000 Penalty: 3014.467529
	Iteration 4Q: 3 clusters Score -1388128 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1388315.375000 Penalty: 3014.467529
	Iteration 5Q: 3 clusters Score -1388315 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1388505.250000 Penalty: 3014.467529
	Iteration 6Q: 3 clusters Score -1388505 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1388703.125000 Penalty: 3014.467529
	Iteration 7Q: 3 clusters Score -1388703 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1388881.125000 Penalty: 3014.467529
	Iteration 8Q: 3 clusters Score -1388881 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1389045.250000 Penalty: 3014.467529
	Iteration 9Q: 3 clusters Score -1389045 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1389185.750000 Penalty: 3014.467529
	Iteration 10Q: 3 clusters Score -1389186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1389301.875000 Penalty: 3014.467529
	Iteration 11Q: 3 clusters Score -1389302 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1389415.250000 Penalty: 3014.467529
	Iteration 12Q: 3 clusters Score -1389415 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1389525.500000 Penalty: 3014.467529
	Iteration 13Q: 3 clusters Score -1389526 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1389641.500000 Penalty: 3014.467529
	Iteration 14Q: 3 clusters Score -1389642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1389731.500000 Penalty: 3014.467529
	Iteration 15Q: 3 clusters Score -1389732 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1389809.750000 Penalty: 3014.467529
	Iteration 16Q: 3 clusters Score -1389810 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1389895.375000 Penalty: 3014.467529
	Iteration 17Q: 3 clusters Score -1389895 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1389972.625000 Penalty: 3014.467529
	Iteration 18Q: 3 clusters Score -1389973 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1390041.125000 Penalty: 3014.467529
	Iteration 19Q: 3 clusters Score -1390041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1390094.750000 Penalty: 3014.467529
	Iteration 20F: 3 clusters Score -1390095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1390123.625000 Penalty: 3014.467529
	Iteration 21Q: 3 clusters Score -1390124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1390145.750000 Penalty: 3014.467529
	Iteration 22Q: 3 clusters Score -1390146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1390169.250000 Penalty: 3014.467529
	Iteration 23Q: 3 clusters Score -1390169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1390178.000000 Penalty: 3014.467529
	Iteration 24Q: 3 clusters Score -1390178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1390189.875000 Penalty: 3014.467529
	Iteration 25Q: 3 clusters Score -1390190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1390204.750000 Penalty: 3014.467529
	Iteration 26Q: 3 clusters Score -1390205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1390212.625000 Penalty: 3014.467529
	Iteration 27Q: 3 clusters Score -1390213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1390224.375000 Penalty: 3014.467529
	Iteration 28Q: 3 clusters Score -1390224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1390232.125000 Penalty: 3014.467529
	Iteration 29Q: 3 clusters Score -1390232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1390241.125000 Penalty: 3014.467529
	Iteration 30Q: 3 clusters Score -1390241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1390252.500000 Penalty: 3014.467529
	Iteration 31Q: 3 clusters Score -1390252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1390260.000000 Penalty: 3014.467529
	Iteration 32Q: 3 clusters Score -1390260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1390276.250000 Penalty: 3014.467529
	Iteration 33Q: 3 clusters Score -1390276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1390277.500000 Penalty: 3014.467529
	Iteration 34Q: 3 clusters Score -1390278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1390280.875000 Penalty: 3014.467529
	Iteration 35Q: 3 clusters Score -1390281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1390287.625000 Penalty: 3014.467529
	Iteration 36Q: 3 clusters Score -1390288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1390292.750000 Penalty: 3014.467529
	Iteration 37Q: 3 clusters Score -1390293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1390300.875000 Penalty: 3014.467529
	Iteration 38Q: 3 clusters Score -1390301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1390306.375000 Penalty: 3014.467529
	Iteration 39Q: 3 clusters Score -1390306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1390309.375000 Penalty: 3014.467529
	Iteration 40F: 3 clusters Score -1390309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1390315.750000 Penalty: 3014.467529
	Iteration 41Q: 3 clusters Score -1390316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1390324.875000 Penalty: 3014.467529
	Iteration 42Q: 3 clusters Score -1390325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1390332.375000 Penalty: 3014.467529
	Iteration 43Q: 3 clusters Score -1390332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1390334.125000 Penalty: 3014.467529
	Iteration 44Q: 3 clusters Score -1390334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1390340.250000 Penalty: 3014.467529
	Iteration 45Q: 3 clusters Score -1390340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1390350.875000 Penalty: 3014.467529
	Iteration 46Q: 3 clusters Score -1390351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1390362.250000 Penalty: 3014.467529
	Iteration 47Q: 3 clusters Score -1390362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1390369.250000 Penalty: 3014.467529
	Iteration 48Q: 3 clusters Score -1390369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1390382.875000 Penalty: 3014.467529
	Iteration 49Q: 3 clusters Score -1390383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1390394.125000 Penalty: 3014.467529
	Iteration 50Q: 3 clusters Score -1390394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1390404.875000 Penalty: 3014.467529
	Iteration 51Q: 3 clusters Score -1390405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1390416.250000 Penalty: 3014.467529
	Iteration 52Q: 3 clusters Score -1390416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1390424.125000 Penalty: 3014.467529
	Iteration 53Q: 3 clusters Score -1390424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1390438.125000 Penalty: 3014.467529
	Iteration 54Q: 3 clusters Score -1390438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1390451.000000 Penalty: 3014.467529
	Iteration 55Q: 3 clusters Score -1390451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1390462.000000 Penalty: 3014.467529
	Iteration 56Q: 3 clusters Score -1390462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1390482.375000 Penalty: 3014.467529
	Iteration 57Q: 3 clusters Score -1390482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1390501.875000 Penalty: 3014.467529
	Iteration 58Q: 3 clusters Score -1390502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1390527.250000 Penalty: 3014.467529
	Iteration 59Q: 3 clusters Score -1390527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1390562.625000 Penalty: 3014.467529
	Iteration 60F: 3 clusters Score -1390563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1390598.250000 Penalty: 3014.467529
	Iteration 61Q: 3 clusters Score -1390598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1390629.250000 Penalty: 3014.467529
	Iteration 62Q: 3 clusters Score -1390629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1390657.125000 Penalty: 3014.467529
	Iteration 63Q: 3 clusters Score -1390657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1390684.000000 Penalty: 3014.467529
	Iteration 64Q: 3 clusters Score -1390684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1390705.375000 Penalty: 3014.467529
	Iteration 65Q: 3 clusters Score -1390705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1390731.875000 Penalty: 3014.467529
	Iteration 66Q: 3 clusters Score -1390732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1390753.125000 Penalty: 3014.467529
	Iteration 67Q: 3 clusters Score -1390753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1390770.125000 Penalty: 3014.467529
	Iteration 68Q: 3 clusters Score -1390770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1390788.875000 Penalty: 3014.467529
	Iteration 69Q: 3 clusters Score -1390789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1390809.625000 Penalty: 3014.467529
	Iteration 70Q: 3 clusters Score -1390810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1390833.750000 Penalty: 3014.467529
	Iteration 71Q: 3 clusters Score -1390834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1390851.625000 Penalty: 3014.467529
	Iteration 72Q: 3 clusters Score -1390852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1390869.875000 Penalty: 3014.467529
	Iteration 73Q: 3 clusters Score -1390870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1390880.250000 Penalty: 3014.467529
	Iteration 74Q: 3 clusters Score -1390880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1390885.000000 Penalty: 3014.467529
	Iteration 75Q: 3 clusters Score -1390885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1390890.875000 Penalty: 3014.467529
	Iteration 76Q: 3 clusters Score -1390891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1390893.000000 Penalty: 3014.467529
	Iteration 77Q: 3 clusters Score -1390893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1390900.500000 Penalty: 3014.467529
	Iteration 78Q: 3 clusters Score -1390900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1390903.250000 Penalty: 3014.467529
	Iteration 79Q: 3 clusters Score -1390903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1390908.250000 Penalty: 3014.467529
	Iteration 80F: 3 clusters Score -1390908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1390915.875000 Penalty: 3014.467529
	Iteration 81Q: 3 clusters Score -1390916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1390925.125000 Penalty: 3014.467529
	Iteration 82Q: 3 clusters Score -1390925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1390929.125000 Penalty: 3014.467529
	Iteration 83Q: 3 clusters Score -1390929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1390933.500000 Penalty: 3014.467529
	Iteration 84Q: 3 clusters Score -1390934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1390934.375000 Penalty: 3014.467529
	Iteration 85Q: 3 clusters Score -1390934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1390937.375000 Penalty: 3014.467529
	Iteration 86Q: 3 clusters Score -1390937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1390939.750000 Penalty: 3014.467529
	Iteration 87Q: 3 clusters Score -1390940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1390946.750000 Penalty: 3014.467529
	Iteration 88Q: 3 clusters Score -1390947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1390948.500000 Penalty: 3014.467529
	Iteration 89Q: 3 clusters Score -1390948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1390948.875000 Penalty: 3014.467529
	Iteration 90Q: 3 clusters Score -1390949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1390952.750000 Penalty: 3014.467529
	Iteration 91Q: 3 clusters Score -1390953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1390955.250000 Penalty: 3014.467529
	Iteration 92Q: 3 clusters Score -1390955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1390959.375000 Penalty: 3014.467529
	Iteration 93Q: 3 clusters Score -1390959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1390957.750000 Penalty: 3014.467529
	Iteration 94Q: 3 clusters Score -1390958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1390959.625000 Penalty: 3014.467529
	Iteration 95Q: 3 clusters Score -1390960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1390961.500000 Penalty: 3014.467529
	Iteration 96Q: 3 clusters Score -1390962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1390960.875000 Penalty: 3014.467529
	Iteration 97Q: 3 clusters Score -1390961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1390962.875000 Penalty: 3014.467529
	Iteration 98Q: 3 clusters Score -1390963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1390965.125000 Penalty: 3014.467529
	Iteration 99Q: 3 clusters Score -1390965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1390963.000000 Penalty: 3014.467529
	Iteration 100F: 3 clusters Score -1390963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1390965.125000 Penalty: 3014.467529
	Iteration 101Q: 3 clusters Score -1390965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1390967.875000 Penalty: 3014.467529
	Iteration 102Q: 3 clusters Score -1390968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1390967.750000 Penalty: 3014.467529
	Iteration 103Q: 3 clusters Score -1390968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1390971.500000 Penalty: 3014.467529
	Iteration 104Q: 3 clusters Score -1390972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1390970.875000 Penalty: 3014.467529
	Iteration 105Q: 3 clusters Score -1390971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1390974.500000 Penalty: 3014.467529
	Iteration 106Q: 3 clusters Score -1390974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1390974.250000 Penalty: 3014.467529
	Iteration 107Q: 3 clusters Score -1390974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1390972.875000 Penalty: 3014.467529
	Iteration 108Q: 3 clusters Score -1390973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1390975.500000 Penalty: 3014.467529
	Iteration 109Q: 3 clusters Score -1390976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1390975.500000 Penalty: 3014.467529
	Iteration 110Q: 3 clusters Score -1390976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1390976.000000 Penalty: 3014.467529
	Iteration 111Q: 3 clusters Score -1390976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1390976.250000 Penalty: 3014.467529
	Iteration 112Q: 3 clusters Score -1390976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1390975.375000 Penalty: 3014.467529
	Iteration 113Q: 3 clusters Score -1390975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1390974.375000 Penalty: 3014.467529
	Iteration 114Q: 3 clusters Score -1390974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1390977.750000 Penalty: 3014.467529
	Iteration 115Q: 3 clusters Score -1390978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1390978.000000 Penalty: 3014.467529
	Iteration 116Q: 3 clusters Score -1390978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1390977.625000 Penalty: 3014.467529
	Iteration 117Q: 3 clusters Score -1390978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1390979.000000 Penalty: 3014.467529
	Iteration 118Q: 3 clusters Score -1390979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1390979.250000 Penalty: 3014.467529
	Iteration 119Q: 3 clusters Score -1390979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1390979.375000 Penalty: 3014.467529
	Iteration 120F: 3 clusters Score -1390979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1390982.125000 Penalty: 3014.467529
	Iteration 121Q: 3 clusters Score -1390982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1390983.375000 Penalty: 3014.467529
	Iteration 122Q: 3 clusters Score -1390983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1390984.375000 Penalty: 3014.467529
	Iteration 123Q: 3 clusters Score -1390984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1390984.000000 Penalty: 3014.467529
	Iteration 124Q: 3 clusters Score -1390984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1390983.625000 Penalty: 3014.467529
	Iteration 125Q: 3 clusters Score -1390984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1390984.250000 Penalty: 3014.467529
	Iteration 126Q: 3 clusters Score -1390984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1390984.250000 Penalty: 3014.467529
	Iteration 127F: 3 clusters Score -1390984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Entering Unmasked Estep 
Score: -7219793.500000 Penalty: 1772.017944
	Iteration 0F: 2 clusters Score -7219794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -7183814.500000 Penalty: 3544.035889
	Iteration 0F: 3 clusters Score -7183814 nChanged 25504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7198010.000000 Penalty: 3544.035889
	Iteration 1F: 3 clusters Score -7198010 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -7198582.500000 Penalty: 3544.035889
	Iteration 2Q: 3 clusters Score -7198582 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -7199149.000000 Penalty: 3544.035889
	Iteration 3Q: 3 clusters Score -7199149 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7199890.000000 Penalty: 3544.035889
	Iteration 4Q: 3 clusters Score -7199890 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7201163.500000 Penalty: 3544.035889
	Iteration 5Q: 3 clusters Score -7201164 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -7203243.500000 Penalty: 3544.035889
	Iteration 6F: 3 clusters Score -7203244 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -7206475.000000 Penalty: 3544.035889
	Iteration 7F: 3 clusters Score -7206475 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7210458.000000 Penalty: 3544.035889
	Iteration 8F: 3 clusters Score -7210458 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -7214045.000000 Penalty: 3544.035889
	Iteration 9F: 3 clusters Score -7214045 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7216441.500000 Penalty: 3544.035889
	Iteration 10Q: 3 clusters Score -7216442 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7217538.500000 Penalty: 3544.035889
	Iteration 11Q: 3 clusters Score -7217538 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7217912.500000 Penalty: 3544.035889
	Iteration 12Q: 3 clusters Score -7217912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7218083.000000 Penalty: 3544.035889
	Iteration 13Q: 3 clusters Score -7218083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7218152.500000 Penalty: 3544.035889
	Iteration 14Q: 3 clusters Score -7218152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7218193.500000 Penalty: 3544.035889
	Iteration 15Q: 3 clusters Score -7218194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7218215.500000 Penalty: 3544.035889
	Iteration 16Q: 3 clusters Score -7218216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7218228.000000 Penalty: 3544.035889
	Iteration 17Q: 3 clusters Score -7218228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7218232.500000 Penalty: 3544.035889
	Iteration 18Q: 3 clusters Score -7218232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7218234.000000 Penalty: 3544.035889
	Iteration 19Q: 3 clusters Score -7218234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7218233.500000 Penalty: 3544.035889
	Iteration 20F: 3 clusters Score -7218234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7218237.500000 Penalty: 3544.035889
	Iteration 21Q: 3 clusters Score -7218238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7218237.500000 Penalty: 3544.035889
	Iteration 22F: 3 clusters Score -7218238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -651215.687500 Penalty: 1384.271240
	Iteration 0F: 2 clusters Score -651215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -647167.562500 Penalty: 2768.542480
	Iteration 0F: 3 clusters Score -647167.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -648323.437500 Penalty: 2768.542480
	Iteration 1F: 3 clusters Score -648323.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -648559.500000 Penalty: 2768.542480
	Iteration 2F: 3 clusters Score -648559.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -648740.750000 Penalty: 2768.542480
	Iteration 3F: 3 clusters Score -648740.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -648884.562500 Penalty: 2768.542480
	Iteration 4Q: 3 clusters Score -648884.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -649021.375000 Penalty: 2768.542480
	Iteration 5Q: 3 clusters Score -649021.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -649170.500000 Penalty: 2768.542480
	Iteration 6Q: 3 clusters Score -649170.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -649331.250000 Penalty: 2768.542480
	Iteration 7Q: 3 clusters Score -649331.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -649503.375000 Penalty: 2768.542480
	Iteration 8Q: 3 clusters Score -649503.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -649679.375000 Penalty: 2768.542480
	Iteration 9Q: 3 clusters Score -649679.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -649850.875000 Penalty: 2768.542480
	Iteration 10Q: 3 clusters Score -649850.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -649961.750000 Penalty: 2768.542480
	Iteration 11Q: 3 clusters Score -649961.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -650037.687500 Penalty: 2768.542480
	Iteration 12Q: 3 clusters Score -650037.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -650090.125000 Penalty: 2768.542480
	Iteration 13Q: 3 clusters Score -650090.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -650125.812500 Penalty: 2768.542480
	Iteration 14Q: 3 clusters Score -650125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -650151.250000 Penalty: 2768.542480
	Iteration 15Q: 3 clusters Score -650151.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -650176.312500 Penalty: 2768.542480
	Iteration 16Q: 3 clusters Score -650176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -650185.625000 Penalty: 2768.542480
	Iteration 17Q: 3 clusters Score -650185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -650188.625000 Penalty: 2768.542480
	Iteration 18Q: 3 clusters Score -650188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -650192.687500 Penalty: 2768.542480
	Iteration 19Q: 3 clusters Score -650192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -650195.375000 Penalty: 2768.542480
	Iteration 20F: 3 clusters Score -650195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -650197.437500 Penalty: 2768.542480
	Iteration 21Q: 3 clusters Score -650197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -650200.875000 Penalty: 2768.542480
	Iteration 22Q: 3 clusters Score -650200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -650202.562500 Penalty: 2768.542480
	Iteration 23Q: 3 clusters Score -650202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -650203.812500 Penalty: 2768.542480
	Iteration 24Q: 3 clusters Score -650203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -650205.187500 Penalty: 2768.542480
	Iteration 25Q: 3 clusters Score -650205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -650205.187500 Penalty: 2768.542480
	Iteration 26F: 3 clusters Score -650205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68430.945312 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68430.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68553.414062 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68553.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -68603.406250 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -68603.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -68662.851562 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68662.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -68707.828125 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68707.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -68755.617188 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68755.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -68776.648438 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68776.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -68786.554688 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68786.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -68793.812500 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68793.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -68807.117188 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -68807.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -68809.335938 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -68809.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -68809.335938 Penalty: 1931.409912
	Iteration 11F: 3 clusters Score -68809.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Entering Unmasked Estep 
Score: -8966507.000000 Penalty: 1807.833374
	Iteration 0F: 2 clusters Score -8966507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8924124.000000 Penalty: 3615.666748
	Iteration 0F: 3 clusters Score -8924124 nChanged 32005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8942517.000000 Penalty: 3615.666748
	Iteration 1F: 3 clusters Score -8942517 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -8943102.000000 Penalty: 3615.666748
	Iteration 2Q: 3 clusters Score -8943102 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -8943928.000000 Penalty: 3615.666748
	Iteration 3Q: 3 clusters Score -8943928 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8945085.000000 Penalty: 3615.666748
	Iteration 4Q: 3 clusters Score -8945085 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8946897.000000 Penalty: 3615.666748
	Iteration 5Q: 3 clusters Score -8946897 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -8949437.000000 Penalty: 3615.666748
	Iteration 6F: 3 clusters Score -8949437 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8952683.000000 Penalty: 3615.666748
	Iteration 7F: 3 clusters Score -8952683 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8955461.000000 Penalty: 3615.666748
	Iteration 8F: 3 clusters Score -8955461 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8957177.000000 Penalty: 3615.666748
	Iteration 9F: 3 clusters Score -8957177 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8958094.000000 Penalty: 3615.666748
	Iteration 10Q: 3 clusters Score -8958094 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8958512.000000 Penalty: 3615.666748
	Iteration 11Q: 3 clusters Score -8958512 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8958871.000000 Penalty: 3615.666748
	Iteration 12Q: 3 clusters Score -8958871 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -8959255.000000 Penalty: 3615.666748
	Iteration 13Q: 3 clusters Score -8959255 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -8959563.000000 Penalty: 3615.666748
	Iteration 14Q: 3 clusters Score -8959563 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8959859.000000 Penalty: 3615.666748
	Iteration 15Q: 3 clusters Score -8959859 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -8960157.000000 Penalty: 3615.666748
	Iteration 16Q: 3 clusters Score -8960157 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -8960477.000000 Penalty: 3615.666748
	Iteration 17Q: 3 clusters Score -8960477 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -8960787.000000 Penalty: 3615.666748
	Iteration 18Q: 3 clusters Score -8960787 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -8961007.000000 Penalty: 3615.666748
	Iteration 19Q: 3 clusters Score -8961007 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -8961162.000000 Penalty: 3615.666748
	Iteration 20F: 3 clusters Score -8961162 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -8961290.000000 Penalty: 3615.666748
	Iteration 21Q: 3 clusters Score -8961290 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -8961414.000000 Penalty: 3615.666748
	Iteration 22Q: 3 clusters Score -8961414 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -8961528.000000 Penalty: 3615.666748
	Iteration 23Q: 3 clusters Score -8961528 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -8961657.000000 Penalty: 3615.666748
	Iteration 24Q: 3 clusters Score -8961657 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -8961772.000000 Penalty: 3615.666748
	Iteration 25Q: 3 clusters Score -8961772 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -8961850.000000 Penalty: 3615.666748
	Iteration 26Q: 3 clusters Score -8961850 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -8961968.000000 Penalty: 3615.666748
	Iteration 27Q: 3 clusters Score -8961968 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -8962029.000000 Penalty: 3615.666748
	Iteration 28Q: 3 clusters Score -8962029 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -8962109.000000 Penalty: 3615.666748
	Iteration 29Q: 3 clusters Score -8962109 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -8962166.000000 Penalty: 3615.666748
	Iteration 30Q: 3 clusters Score -8962166 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -8962238.000000 Penalty: 3615.666748
	Iteration 31Q: 3 clusters Score -8962238 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -8962311.000000 Penalty: 3615.666748
	Iteration 32Q: 3 clusters Score -8962311 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -8962340.000000 Penalty: 3615.666748
	Iteration 33Q: 3 clusters Score -8962340 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -8962392.000000 Penalty: 3615.666748
	Iteration 34Q: 3 clusters Score -8962392 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -8962409.000000 Penalty: 3615.666748
	Iteration 35Q: 3 clusters Score -8962409 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -8962446.000000 Penalty: 3615.666748
	Iteration 36Q: 3 clusters Score -8962446 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8962532.000000 Penalty: 3615.666748
	Iteration 37Q: 3 clusters Score -8962532 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -8962547.000000 Penalty: 3615.666748
	Iteration 38Q: 3 clusters Score -8962547 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -8962585.000000 Penalty: 3615.666748
	Iteration 39Q: 3 clusters Score -8962585 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -8962692.000000 Penalty: 3615.666748
	Iteration 40F: 3 clusters Score -8962692 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -8962747.000000 Penalty: 3615.666748
	Iteration 41Q: 3 clusters Score -8962747 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8962837.000000 Penalty: 3615.666748
	Iteration 42Q: 3 clusters Score -8962837 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -8962896.000000 Penalty: 3615.666748
	Iteration 43Q: 3 clusters Score -8962896 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -8963035.000000 Penalty: 3615.666748
	Iteration 44Q: 3 clusters Score -8963035 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8963117.000000 Penalty: 3615.666748
	Iteration 45Q: 3 clusters Score -8963117 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -8963220.000000 Penalty: 3615.666748
	Iteration 46Q: 3 clusters Score -8963220 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8963314.000000 Penalty: 3615.666748
	Iteration 47Q: 3 clusters Score -8963314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -8963410.000000 Penalty: 3615.666748
	Iteration 48Q: 3 clusters Score -8963410 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -8963493.000000 Penalty: 3615.666748
	Iteration 49Q: 3 clusters Score -8963493 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -8963588.000000 Penalty: 3615.666748
	Iteration 50Q: 3 clusters Score -8963588 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -8963683.000000 Penalty: 3615.666748
	Iteration 51Q: 3 clusters Score -8963683 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -8963812.000000 Penalty: 3615.666748
	Iteration 52Q: 3 clusters Score -8963812 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -8963884.000000 Penalty: 3615.666748
	Iteration 53Q: 3 clusters Score -8963884 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -8963988.000000 Penalty: 3615.666748
	Iteration 54Q: 3 clusters Score -8963988 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -8964072.000000 Penalty: 3615.666748
	Iteration 55Q: 3 clusters Score -8964072 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -8964183.000000 Penalty: 3615.666748
	Iteration 56Q: 3 clusters Score -8964183 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -8964338.000000 Penalty: 3615.666748
	Iteration 57Q: 3 clusters Score -8964338 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -8964418.000000 Penalty: 3615.666748
	Iteration 58Q: 3 clusters Score -8964418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -8964543.000000 Penalty: 3615.666748
	Iteration 59Q: 3 clusters Score -8964543 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -8964632.000000 Penalty: 3615.666748
	Iteration 60F: 3 clusters Score -8964632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -8964696.000000 Penalty: 3615.666748
	Iteration 61Q: 3 clusters Score -8964696 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -8964814.000000 Penalty: 3615.666748
	Iteration 62Q: 3 clusters Score -8964814 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -8964901.000000 Penalty: 3615.666748
	Iteration 63Q: 3 clusters Score -8964901 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8964993.000000 Penalty: 3615.666748
	Iteration 64Q: 3 clusters Score -8964993 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -8965053.000000 Penalty: 3615.666748
	Iteration 65Q: 3 clusters Score -8965053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -8965086.000000 Penalty: 3615.666748
	Iteration 66Q: 3 clusters Score -8965086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -8965107.000000 Penalty: 3615.666748
	Iteration 67Q: 3 clusters Score -8965107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -8965159.000000 Penalty: 3615.666748
	Iteration 68Q: 3 clusters Score -8965159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -8965191.000000 Penalty: 3615.666748
	Iteration 69Q: 3 clusters Score -8965191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -8965213.000000 Penalty: 3615.666748
	Iteration 70Q: 3 clusters Score -8965213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -8965225.000000 Penalty: 3615.666748
	Iteration 71Q: 3 clusters Score -8965225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8965229.000000 Penalty: 3615.666748
	Iteration 72Q: 3 clusters Score -8965229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -8965251.000000 Penalty: 3615.666748
	Iteration 73Q: 3 clusters Score -8965251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8965251.000000 Penalty: 3615.666748
	Iteration 74Q: 3 clusters Score -8965251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -8965260.000000 Penalty: 3615.666748
	Iteration 75Q: 3 clusters Score -8965260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -8965259.000000 Penalty: 3615.666748
	Iteration 76Q: 3 clusters Score -8965259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -8965266.000000 Penalty: 3615.666748
	Iteration 77Q: 3 clusters Score -8965266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8965287.000000 Penalty: 3615.666748
	Iteration 78Q: 3 clusters Score -8965287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -8965291.000000 Penalty: 3615.666748
	Iteration 79Q: 3 clusters Score -8965291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -8965290.000000 Penalty: 3615.666748
	Iteration 80F: 3 clusters Score -8965290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -8965295.000000 Penalty: 3615.666748
	Iteration 81Q: 3 clusters Score -8965295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 3615.666748
	Iteration 82Q: 3 clusters Score -8965301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -8965292.000000 Penalty: 3615.666748
	Iteration 83Q: 3 clusters Score -8965292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -8965295.000000 Penalty: 3615.666748
	Iteration 84Q: 3 clusters Score -8965295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8965299.000000 Penalty: 3615.666748
	Iteration 85Q: 3 clusters Score -8965299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 3615.666748
	Iteration 86Q: 3 clusters Score -8965302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -8965311.000000 Penalty: 3615.666748
	Iteration 87Q: 3 clusters Score -8965311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -8965309.000000 Penalty: 3615.666748
	Iteration 88Q: 3 clusters Score -8965309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8965309.000000 Penalty: 3615.666748
	Iteration 89Q: 3 clusters Score -8965309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -8965313.000000 Penalty: 3615.666748
	Iteration 90Q: 3 clusters Score -8965313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8965313.000000 Penalty: 3615.666748
	Iteration 91Q: 3 clusters Score -8965313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8965312.000000 Penalty: 3615.666748
	Iteration 92Q: 3 clusters Score -8965312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -8965315.000000 Penalty: 3615.666748
	Iteration 93Q: 3 clusters Score -8965315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -8965317.000000 Penalty: 3615.666748
	Iteration 94Q: 3 clusters Score -8965317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8965313.000000 Penalty: 3615.666748
	Iteration 95Q: 3 clusters Score -8965313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -8965309.000000 Penalty: 3615.666748
	Iteration 96Q: 3 clusters Score -8965309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -8965317.000000 Penalty: 3615.666748
	Iteration 97Q: 3 clusters Score -8965317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8965318.000000 Penalty: 3615.666748
	Iteration 98Q: 3 clusters Score -8965318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -8965316.000000 Penalty: 3615.666748
	Iteration 99Q: 3 clusters Score -8965316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -8965324.000000 Penalty: 3615.666748
	Iteration 100F: 3 clusters Score -8965324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -8965319.000000 Penalty: 3615.666748
	Iteration 101Q: 3 clusters Score -8965319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -8965318.000000 Penalty: 3615.666748
	Iteration 102Q: 3 clusters Score -8965318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -8965317.000000 Penalty: 3615.666748
	Iteration 103Q: 3 clusters Score -8965317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -8965317.000000 Penalty: 3615.666748
	Iteration 104F: 3 clusters Score -8965317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -117320.242188 Penalty: 1095.526367
	Iteration 0F: 2 clusters Score -117320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116057.492188 Penalty: 2191.052734
	Iteration 0F: 3 clusters Score -116057.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116425.742188 Penalty: 2191.052734
	Iteration 1F: 3 clusters Score -116425.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116569.882812 Penalty: 2191.052734
	Iteration 2F: 3 clusters Score -116569.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116642.257812 Penalty: 2191.052734
	Iteration 3F: 3 clusters Score -116642.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116683.117188 Penalty: 2191.052734
	Iteration 4Q: 3 clusters Score -116683.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116707.203125 Penalty: 2191.052734
	Iteration 5Q: 3 clusters Score -116707.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -116744.250000 Penalty: 2191.052734
	Iteration 6Q: 3 clusters Score -116744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116768.570312 Penalty: 2191.052734
	Iteration 7Q: 3 clusters Score -116768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116778.453125 Penalty: 2191.052734
	Iteration 8Q: 3 clusters Score -116778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116784.156250 Penalty: 2191.052734
	Iteration 9Q: 3 clusters Score -116784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116796.390625 Penalty: 2191.052734
	Iteration 10Q: 3 clusters Score -116796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116800.039062 Penalty: 2191.052734
	Iteration 11Q: 3 clusters Score -116800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116805.046875 Penalty: 2191.052734
	Iteration 12Q: 3 clusters Score -116805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116805.367188 Penalty: 2191.052734
	Iteration 13Q: 3 clusters Score -116805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116805.367188 Penalty: 2191.052734
	Iteration 14F: 3 clusters Score -116805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43432.558594 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43432.56 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43635.304688 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43635.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43698.941406 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43698.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43736.160156 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -43736.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43762.921875 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -43762.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43786.765625 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -43786.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43818.796875 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -43818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43921.593750 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -43921.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43985.667969 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -43985.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44026.476562 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44026.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44045.632812 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -44045.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44069.078125 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -44069.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44089.441406 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -44089.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44097.445312 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -44097.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44104.597656 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -44104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44132.785156 Penalty: 2014.505615
	Iteration 15Q: 3 clusters Score -44132.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44139.359375 Penalty: 2014.505615
	Iteration 16Q: 3 clusters Score -44139.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44140.257812 Penalty: 2014.505615
	Iteration 17F: 3 clusters Score -44140.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44157.992188 Penalty: 2014.505615
	Iteration 18Q: 3 clusters Score -44157.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44160.863281 Penalty: 2014.505615
	Iteration 19Q: 3 clusters Score -44160.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44164.207031 Penalty: 2014.505615
	Iteration 20F: 3 clusters Score -44164.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44168.488281 Penalty: 2014.505615
	Iteration 21Q: 3 clusters Score -44168.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44171.238281 Penalty: 2014.505615
	Iteration 22Q: 3 clusters Score -44171.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44171.859375 Penalty: 2014.505615
	Iteration 23Q: 3 clusters Score -44171.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44171.859375 Penalty: 2014.505615
	Iteration 24F: 3 clusters Score -44171.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11667.441406 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11667.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11821.163086 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11821.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11880.809570 Penalty: 1751.448364
	Iteration 2Q: 3 clusters Score -11880.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11888.836914 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11888.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11888.836914 Penalty: 1751.448364
	Iteration 4F: 3 clusters Score -11888.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Entering Unmasked Estep 
Score: -3907694.750000 Penalty: 1674.243164
	Iteration 0F: 2 clusters Score -3907695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3887622.500000 Penalty: 3348.486328
	Iteration 0F: 3 clusters Score -3887622 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3895422.500000 Penalty: 3348.486328
	Iteration 1F: 3 clusters Score -3895422 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3895944.750000 Penalty: 3348.486328
	Iteration 2Q: 3 clusters Score -3895945 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3896487.250000 Penalty: 3348.486328
	Iteration 3Q: 3 clusters Score -3896487 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3897110.250000 Penalty: 3348.486328
	Iteration 4Q: 3 clusters Score -3897110 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3897769.500000 Penalty: 3348.486328
	Iteration 5Q: 3 clusters Score -3897770 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3898493.000000 Penalty: 3348.486328
	Iteration 6Q: 3 clusters Score -3898493 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3899189.500000 Penalty: 3348.486328
	Iteration 7Q: 3 clusters Score -3899190 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3899835.000000 Penalty: 3348.486328
	Iteration 8Q: 3 clusters Score -3899835 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3900513.000000 Penalty: 3348.486328
	Iteration 9Q: 3 clusters Score -3900513 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3901093.000000 Penalty: 3348.486328
	Iteration 10Q: 3 clusters Score -3901093 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3901607.500000 Penalty: 3348.486328
	Iteration 11Q: 3 clusters Score -3901608 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3901988.750000 Penalty: 3348.486328
	Iteration 12Q: 3 clusters Score -3901989 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3902280.500000 Penalty: 3348.486328
	Iteration 13Q: 3 clusters Score -3902280 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3902497.000000 Penalty: 3348.486328
	Iteration 14Q: 3 clusters Score -3902497 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3902690.000000 Penalty: 3348.486328
	Iteration 15Q: 3 clusters Score -3902690 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3902881.500000 Penalty: 3348.486328
	Iteration 16Q: 3 clusters Score -3902882 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3903081.000000 Penalty: 3348.486328
	Iteration 17Q: 3 clusters Score -3903081 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3903280.500000 Penalty: 3348.486328
	Iteration 18Q: 3 clusters Score -3903280 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3903483.500000 Penalty: 3348.486328
	Iteration 19Q: 3 clusters Score -3903484 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3903700.750000 Penalty: 3348.486328
	Iteration 20F: 3 clusters Score -3903701 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3903945.250000 Penalty: 3348.486328
	Iteration 21Q: 3 clusters Score -3903945 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3904206.250000 Penalty: 3348.486328
	Iteration 22Q: 3 clusters Score -3904206 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3904434.750000 Penalty: 3348.486328
	Iteration 23Q: 3 clusters Score -3904435 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3904709.000000 Penalty: 3348.486328
	Iteration 24Q: 3 clusters Score -3904709 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3904995.750000 Penalty: 3348.486328
	Iteration 25Q: 3 clusters Score -3904996 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3905249.250000 Penalty: 3348.486328
	Iteration 26Q: 3 clusters Score -3905249 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3905515.250000 Penalty: 3348.486328
	Iteration 27Q: 3 clusters Score -3905515 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3905746.250000 Penalty: 3348.486328
	Iteration 28Q: 3 clusters Score -3905746 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3905909.250000 Penalty: 3348.486328
	Iteration 29Q: 3 clusters Score -3905909 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3906014.000000 Penalty: 3348.486328
	Iteration 30Q: 3 clusters Score -3906014 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3906081.500000 Penalty: 3348.486328
	Iteration 31Q: 3 clusters Score -3906082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3906138.000000 Penalty: 3348.486328
	Iteration 32Q: 3 clusters Score -3906138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3906171.500000 Penalty: 3348.486328
	Iteration 33Q: 3 clusters Score -3906172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3906198.500000 Penalty: 3348.486328
	Iteration 34Q: 3 clusters Score -3906198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3906215.750000 Penalty: 3348.486328
	Iteration 35Q: 3 clusters Score -3906216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3906234.250000 Penalty: 3348.486328
	Iteration 36Q: 3 clusters Score -3906234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3906239.750000 Penalty: 3348.486328
	Iteration 37Q: 3 clusters Score -3906240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3906255.500000 Penalty: 3348.486328
	Iteration 38Q: 3 clusters Score -3906256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3906260.750000 Penalty: 3348.486328
	Iteration 39Q: 3 clusters Score -3906261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3906286.250000 Penalty: 3348.486328
	Iteration 40F: 3 clusters Score -3906286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3906302.750000 Penalty: 3348.486328
	Iteration 41Q: 3 clusters Score -3906303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3906314.500000 Penalty: 3348.486328
	Iteration 42Q: 3 clusters Score -3906314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3906323.500000 Penalty: 3348.486328
	Iteration 43Q: 3 clusters Score -3906324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3906338.500000 Penalty: 3348.486328
	Iteration 44Q: 3 clusters Score -3906338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3906342.000000 Penalty: 3348.486328
	Iteration 45Q: 3 clusters Score -3906342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3906348.750000 Penalty: 3348.486328
	Iteration 46Q: 3 clusters Score -3906349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3906353.750000 Penalty: 3348.486328
	Iteration 47Q: 3 clusters Score -3906354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3906354.500000 Penalty: 3348.486328
	Iteration 48Q: 3 clusters Score -3906354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3906359.750000 Penalty: 3348.486328
	Iteration 49Q: 3 clusters Score -3906360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3906364.750000 Penalty: 3348.486328
	Iteration 50Q: 3 clusters Score -3906365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3906359.250000 Penalty: 3348.486328
	Iteration 51Q: 3 clusters Score -3906359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3906363.000000 Penalty: 3348.486328
	Iteration 52Q: 3 clusters Score -3906363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3906363.500000 Penalty: 3348.486328
	Iteration 53Q: 3 clusters Score -3906364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3906364.000000 Penalty: 3348.486328
	Iteration 54Q: 3 clusters Score -3906364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3906369.000000 Penalty: 3348.486328
	Iteration 55Q: 3 clusters Score -3906369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3906368.000000 Penalty: 3348.486328
	Iteration 56Q: 3 clusters Score -3906368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3906374.750000 Penalty: 3348.486328
	Iteration 57Q: 3 clusters Score -3906375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3906367.750000 Penalty: 3348.486328
	Iteration 58Q: 3 clusters Score -3906368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3906374.750000 Penalty: 3348.486328
	Iteration 59Q: 3 clusters Score -3906375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3906374.000000 Penalty: 3348.486328
	Iteration 60F: 3 clusters Score -3906374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3906381.000000 Penalty: 3348.486328
	Iteration 61Q: 3 clusters Score -3906381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3906379.000000 Penalty: 3348.486328
	Iteration 62Q: 3 clusters Score -3906379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3906381.750000 Penalty: 3348.486328
	Iteration 63Q: 3 clusters Score -3906382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3906383.250000 Penalty: 3348.486328
	Iteration 64Q: 3 clusters Score -3906383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3906383.250000 Penalty: 3348.486328
	Iteration 65Q: 3 clusters Score -3906383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3906384.750000 Penalty: 3348.486328
	Iteration 66Q: 3 clusters Score -3906385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3906387.500000 Penalty: 3348.486328
	Iteration 67Q: 3 clusters Score -3906388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3906387.000000 Penalty: 3348.486328
	Iteration 68Q: 3 clusters Score -3906387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3906390.250000 Penalty: 3348.486328
	Iteration 69Q: 3 clusters Score -3906390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3906392.500000 Penalty: 3348.486328
	Iteration 70Q: 3 clusters Score -3906392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3906388.500000 Penalty: 3348.486328
	Iteration 71Q: 3 clusters Score -3906388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3906395.500000 Penalty: 3348.486328
	Iteration 72Q: 3 clusters Score -3906396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3906393.250000 Penalty: 3348.486328
	Iteration 73Q: 3 clusters Score -3906393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3906390.000000 Penalty: 3348.486328
	Iteration 74Q: 3 clusters Score -3906390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3906395.750000 Penalty: 3348.486328
	Iteration 75Q: 3 clusters Score -3906396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3906398.500000 Penalty: 3348.486328
	Iteration 76Q: 3 clusters Score -3906398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3906399.250000 Penalty: 3348.486328
	Iteration 77Q: 3 clusters Score -3906399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3906398.500000 Penalty: 3348.486328
	Iteration 78Q: 3 clusters Score -3906398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3906399.500000 Penalty: 3348.486328
	Iteration 79Q: 3 clusters Score -3906400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3906398.500000 Penalty: 3348.486328
	Iteration 80F: 3 clusters Score -3906398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3906402.250000 Penalty: 3348.486328
	Iteration 81Q: 3 clusters Score -3906402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3906407.000000 Penalty: 3348.486328
	Iteration 82Q: 3 clusters Score -3906407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3906407.750000 Penalty: 3348.486328
	Iteration 83Q: 3 clusters Score -3906408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3906404.500000 Penalty: 3348.486328
	Iteration 84Q: 3 clusters Score -3906404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3906401.250000 Penalty: 3348.486328
	Iteration 85Q: 3 clusters Score -3906401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3906405.500000 Penalty: 3348.486328
	Iteration 86Q: 3 clusters Score -3906406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3906402.250000 Penalty: 3348.486328
	Iteration 87Q: 3 clusters Score -3906402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3906404.250000 Penalty: 3348.486328
	Iteration 88Q: 3 clusters Score -3906404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3906402.500000 Penalty: 3348.486328
	Iteration 89Q: 3 clusters Score -3906402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3906403.500000 Penalty: 3348.486328
	Iteration 90Q: 3 clusters Score -3906404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3906404.500000 Penalty: 3348.486328
	Iteration 91Q: 3 clusters Score -3906404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3906403.750000 Penalty: 3348.486328
	Iteration 92Q: 3 clusters Score -3906404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3906404.250000 Penalty: 3348.486328
	Iteration 93Q: 3 clusters Score -3906404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3906400.250000 Penalty: 3348.486328
	Iteration 94Q: 3 clusters Score -3906400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3906401.750000 Penalty: 3348.486328
	Iteration 95Q: 3 clusters Score -3906402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3906405.750000 Penalty: 3348.486328
	Iteration 96Q: 3 clusters Score -3906406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3906404.750000 Penalty: 3348.486328
	Iteration 97Q: 3 clusters Score -3906405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3906406.750000 Penalty: 3348.486328
	Iteration 98Q: 3 clusters Score -3906407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3906408.500000 Penalty: 3348.486328
	Iteration 99Q: 3 clusters Score -3906408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3906408.250000 Penalty: 3348.486328
	Iteration 100F: 3 clusters Score -3906408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -231623.875000 Penalty: 1216.209961
	Iteration 0F: 2 clusters Score -231623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229656.250000 Penalty: 2432.419922
	Iteration 0F: 3 clusters Score -229656.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230017.140625 Penalty: 2432.419922
	Iteration 1F: 3 clusters Score -230017.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -230107.390625 Penalty: 2432.419922
	Iteration 2F: 3 clusters Score -230107.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230160.421875 Penalty: 2432.419922
	Iteration 3Q: 3 clusters Score -230160.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230200.140625 Penalty: 2432.419922
	Iteration 4Q: 3 clusters Score -230200.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230226.531250 Penalty: 2432.419922
	Iteration 5Q: 3 clusters Score -230226.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -230247.468750 Penalty: 2432.419922
	Iteration 6Q: 3 clusters Score -230247.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230259.578125 Penalty: 2432.419922
	Iteration 7Q: 3 clusters Score -230259.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -230264.812500 Penalty: 2432.419922
	Iteration 8Q: 3 clusters Score -230264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230269.890625 Penalty: 2432.419922
	Iteration 9Q: 3 clusters Score -230269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230274.093750 Penalty: 2432.419922
	Iteration 10Q: 3 clusters Score -230274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -230276.250000 Penalty: 2432.419922
	Iteration 11Q: 3 clusters Score -230276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230279.343750 Penalty: 2432.419922
	Iteration 12Q: 3 clusters Score -230279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -230282.921875 Penalty: 2432.419922
	Iteration 13Q: 3 clusters Score -230282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -230287.593750 Penalty: 2432.419922
	Iteration 14Q: 3 clusters Score -230287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -230290.250000 Penalty: 2432.419922
	Iteration 15Q: 3 clusters Score -230290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -230292.421875 Penalty: 2432.419922
	Iteration 16Q: 3 clusters Score -230292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230294.390625 Penalty: 2432.419922
	Iteration 17Q: 3 clusters Score -230294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -230296.015625 Penalty: 2432.419922
	Iteration 18Q: 3 clusters Score -230296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -230298.484375 Penalty: 2432.419922
	Iteration 19Q: 3 clusters Score -230298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -230301.015625 Penalty: 2432.419922
	Iteration 20F: 3 clusters Score -230301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -230303.375000 Penalty: 2432.419922
	Iteration 21Q: 3 clusters Score -230303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230308.156250 Penalty: 2432.419922
	Iteration 22Q: 3 clusters Score -230308.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230311.671875 Penalty: 2432.419922
	Iteration 23Q: 3 clusters Score -230311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -230313.250000 Penalty: 2432.419922
	Iteration 24Q: 3 clusters Score -230313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230314.421875 Penalty: 2432.419922
	Iteration 25Q: 3 clusters Score -230314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -230315.890625 Penalty: 2432.419922
	Iteration 26Q: 3 clusters Score -230315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -230317.484375 Penalty: 2432.419922
	Iteration 27Q: 3 clusters Score -230317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -230317.750000 Penalty: 2432.419922
	Iteration 28Q: 3 clusters Score -230317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -230317.703125 Penalty: 2432.419922
	Iteration 29Q: 3 clusters Score -230317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -230317.703125 Penalty: 2432.419922
	Iteration 30F: 3 clusters Score -230317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -287850.156250 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -287850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285613.031250 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -285613 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286096.156250 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -286096.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -286188.687500 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -286188.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -286253.218750 Penalty: 2513.162598
	Iteration 3Q: 3 clusters Score -286253.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286318.500000 Penalty: 2513.162598
	Iteration 4Q: 3 clusters Score -286318.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286391.500000 Penalty: 2513.162598
	Iteration 5Q: 3 clusters Score -286391.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286473.187500 Penalty: 2513.162598
	Iteration 6Q: 3 clusters Score -286473.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286566.812500 Penalty: 2513.162598
	Iteration 7Q: 3 clusters Score -286566.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -286673.062500 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -286673.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -286765.562500 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -286765.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -286867.093750 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -286867.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286945.906250 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -286945.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -286994.375000 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -286994.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -287026.375000 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -287026.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -287047.906250 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -287047.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -287067.562500 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -287067.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -287083.875000 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -287083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -287096.343750 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -287096.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -287102.562500 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -287102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -287108.375000 Penalty: 2513.162598
	Iteration 19Q: 3 clusters Score -287108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287117.687500 Penalty: 2513.162598
	Iteration 20F: 3 clusters Score -287117.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -287121.781250 Penalty: 2513.162598
	Iteration 21Q: 3 clusters Score -287121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -287127.000000 Penalty: 2513.162598
	Iteration 22Q: 3 clusters Score -287127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -287131.531250 Penalty: 2513.162598
	Iteration 23Q: 3 clusters Score -287131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287138.187500 Penalty: 2513.162598
	Iteration 24Q: 3 clusters Score -287138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -287153.937500 Penalty: 2513.162598
	Iteration 25Q: 3 clusters Score -287153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -287175.625000 Penalty: 2513.162598
	Iteration 26Q: 3 clusters Score -287175.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287191.750000 Penalty: 2513.162598
	Iteration 27Q: 3 clusters Score -287191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287197.625000 Penalty: 2513.162598
	Iteration 28Q: 3 clusters Score -287197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -287199.250000 Penalty: 2513.162598
	Iteration 29Q: 3 clusters Score -287199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -287199.375000 Penalty: 2513.162598
	Iteration 30Q: 3 clusters Score -287199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -287199.375000 Penalty: 2513.162598
	Iteration 31F: 3 clusters Score -287199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Entering Unmasked Estep 
Score: -3838755.250000 Penalty: 1668.807983
	Iteration 0F: 2 clusters Score -3838755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3819428.250000 Penalty: 3337.615967
	Iteration 0F: 3 clusters Score -3819428 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3827074.750000 Penalty: 3337.615967
	Iteration 1F: 3 clusters Score -3827075 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3827601.250000 Penalty: 3337.615967
	Iteration 2Q: 3 clusters Score -3827601 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3828214.500000 Penalty: 3337.615967
	Iteration 3Q: 3 clusters Score -3828214 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3829025.500000 Penalty: 3337.615967
	Iteration 4F: 3 clusters Score -3829026 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3830123.000000 Penalty: 3337.615967
	Iteration 5F: 3 clusters Score -3830123 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3831394.750000 Penalty: 3337.615967
	Iteration 6F: 3 clusters Score -3831395 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3832655.750000 Penalty: 3337.615967
	Iteration 7F: 3 clusters Score -3832656 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3833531.250000 Penalty: 3337.615967
	Iteration 8Q: 3 clusters Score -3833531 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3834085.000000 Penalty: 3337.615967
	Iteration 9Q: 3 clusters Score -3834085 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3834457.750000 Penalty: 3337.615967
	Iteration 10Q: 3 clusters Score -3834458 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3834731.750000 Penalty: 3337.615967
	Iteration 11Q: 3 clusters Score -3834732 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3834987.000000 Penalty: 3337.615967
	Iteration 12Q: 3 clusters Score -3834987 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3835216.250000 Penalty: 3337.615967
	Iteration 13Q: 3 clusters Score -3835216 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3835453.500000 Penalty: 3337.615967
	Iteration 14Q: 3 clusters Score -3835454 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3835684.000000 Penalty: 3337.615967
	Iteration 15Q: 3 clusters Score -3835684 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3835931.750000 Penalty: 3337.615967
	Iteration 16Q: 3 clusters Score -3835932 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3836165.500000 Penalty: 3337.615967
	Iteration 17Q: 3 clusters Score -3836166 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3836385.500000 Penalty: 3337.615967
	Iteration 18Q: 3 clusters Score -3836386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3836566.500000 Penalty: 3337.615967
	Iteration 19Q: 3 clusters Score -3836566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3836736.750000 Penalty: 3337.615967
	Iteration 20F: 3 clusters Score -3836737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3836860.000000 Penalty: 3337.615967
	Iteration 21Q: 3 clusters Score -3836860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3836934.750000 Penalty: 3337.615967
	Iteration 22Q: 3 clusters Score -3836935 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3836999.000000 Penalty: 3337.615967
	Iteration 23Q: 3 clusters Score -3836999 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3837058.250000 Penalty: 3337.615967
	Iteration 24Q: 3 clusters Score -3837058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3837102.000000 Penalty: 3337.615967
	Iteration 25Q: 3 clusters Score -3837102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3837133.000000 Penalty: 3337.615967
	Iteration 26Q: 3 clusters Score -3837133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3837168.000000 Penalty: 3337.615967
	Iteration 27Q: 3 clusters Score -3837168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3837187.750000 Penalty: 3337.615967
	Iteration 28Q: 3 clusters Score -3837188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3837205.750000 Penalty: 3337.615967
	Iteration 29Q: 3 clusters Score -3837206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3837219.500000 Penalty: 3337.615967
	Iteration 30Q: 3 clusters Score -3837220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3837234.000000 Penalty: 3337.615967
	Iteration 31Q: 3 clusters Score -3837234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3837259.500000 Penalty: 3337.615967
	Iteration 32Q: 3 clusters Score -3837260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3837276.750000 Penalty: 3337.615967
	Iteration 33Q: 3 clusters Score -3837277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3837298.500000 Penalty: 3337.615967
	Iteration 34Q: 3 clusters Score -3837298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3837314.000000 Penalty: 3337.615967
	Iteration 35Q: 3 clusters Score -3837314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3837313.750000 Penalty: 3337.615967
	Iteration 36Q: 3 clusters Score -3837314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3837321.000000 Penalty: 3337.615967
	Iteration 37Q: 3 clusters Score -3837321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3837324.750000 Penalty: 3337.615967
	Iteration 38Q: 3 clusters Score -3837325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3837328.500000 Penalty: 3337.615967
	Iteration 39Q: 3 clusters Score -3837328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3837343.250000 Penalty: 3337.615967
	Iteration 40F: 3 clusters Score -3837343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3837358.250000 Penalty: 3337.615967
	Iteration 41Q: 3 clusters Score -3837358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3837357.750000 Penalty: 3337.615967
	Iteration 42Q: 3 clusters Score -3837358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3837363.000000 Penalty: 3337.615967
	Iteration 43Q: 3 clusters Score -3837363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3837359.500000 Penalty: 3337.615967
	Iteration 44Q: 3 clusters Score -3837360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3837363.000000 Penalty: 3337.615967
	Iteration 45Q: 3 clusters Score -3837363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3837360.750000 Penalty: 3337.615967
	Iteration 46Q: 3 clusters Score -3837361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3837363.500000 Penalty: 3337.615967
	Iteration 47Q: 3 clusters Score -3837364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3837360.000000 Penalty: 3337.615967
	Iteration 48Q: 3 clusters Score -3837360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3837360.500000 Penalty: 3337.615967
	Iteration 49Q: 3 clusters Score -3837360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3837361.000000 Penalty: 3337.615967
	Iteration 50Q: 3 clusters Score -3837361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3837360.750000 Penalty: 3337.615967
	Iteration 51Q: 3 clusters Score -3837361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3837360.750000 Penalty: 3337.615967
	Iteration 52F: 3 clusters Score -3837361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42653.812500 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42653.81 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43237.128906 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -43237.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43556.410156 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43556.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43698.421875 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43698.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43749.820312 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43749.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43778.734375 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43778.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43793.515625 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43793.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43811.796875 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43824.558594 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43824.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43826.195312 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43826.195312 Penalty: 1992.648682
	Iteration 10F: 3 clusters Score -43826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 277 members 
Entering Unmasked Estep 
Score: -85949336.000000 Penalty: 108896.726562
Splitting cluster 30 changes total score from -85950272.000000 to -85949336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16890.242188 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16890.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16978.970703 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16978.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17008.273438 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -17008.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17035.414062 Penalty: 1725.187012
	Iteration 3F: 3 clusters Score -17035.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17065.750000 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17065.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17065.750000 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -17065.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -291661.687500 Penalty: 1258.703613
	Iteration 0F: 2 clusters Score -291661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289430.968750 Penalty: 2517.407227
	Iteration 0F: 3 clusters Score -289431 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -290029.468750 Penalty: 2517.407227
	Iteration 1F: 3 clusters Score -290029.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290206.750000 Penalty: 2517.407227
	Iteration 2F: 3 clusters Score -290206.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -290301.656250 Penalty: 2517.407227
	Iteration 3F: 3 clusters Score -290301.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290368.437500 Penalty: 2517.407227
	Iteration 4Q: 3 clusters Score -290368.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290405.375000 Penalty: 2517.407227
	Iteration 5Q: 3 clusters Score -290405.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -290429.218750 Penalty: 2517.407227
	Iteration 6Q: 3 clusters Score -290429.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290460.562500 Penalty: 2517.407227
	Iteration 7Q: 3 clusters Score -290460.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -290490.187500 Penalty: 2517.407227
	Iteration 8Q: 3 clusters Score -290490.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -290514.656250 Penalty: 2517.407227
	Iteration 9Q: 3 clusters Score -290514.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -290535.968750 Penalty: 2517.407227
	Iteration 10Q: 3 clusters Score -290536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290559.281250 Penalty: 2517.407227
	Iteration 11Q: 3 clusters Score -290559.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290587.437500 Penalty: 2517.407227
	Iteration 12Q: 3 clusters Score -290587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290632.625000 Penalty: 2517.407227
	Iteration 13Q: 3 clusters Score -290632.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290683.281250 Penalty: 2517.407227
	Iteration 14Q: 3 clusters Score -290683.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290726.625000 Penalty: 2517.407227
	Iteration 15Q: 3 clusters Score -290726.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290758.875000 Penalty: 2517.407227
	Iteration 16Q: 3 clusters Score -290758.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290797.500000 Penalty: 2517.407227
	Iteration 17Q: 3 clusters Score -290797.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -290835.125000 Penalty: 2517.407227
	Iteration 18Q: 3 clusters Score -290835.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -290859.937500 Penalty: 2517.407227
	Iteration 19Q: 3 clusters Score -290859.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -290880.093750 Penalty: 2517.407227
	Iteration 20F: 3 clusters Score -290880.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -290895.343750 Penalty: 2517.407227
	Iteration 21Q: 3 clusters Score -290895.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290908.718750 Penalty: 2517.407227
	Iteration 22Q: 3 clusters Score -290908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290921.031250 Penalty: 2517.407227
	Iteration 23Q: 3 clusters Score -290921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -290930.875000 Penalty: 2517.407227
	Iteration 24Q: 3 clusters Score -290930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -290939.375000 Penalty: 2517.407227
	Iteration 25Q: 3 clusters Score -290939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290948.531250 Penalty: 2517.407227
	Iteration 26Q: 3 clusters Score -290948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -290956.875000 Penalty: 2517.407227
	Iteration 27Q: 3 clusters Score -290956.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -290961.062500 Penalty: 2517.407227
	Iteration 28Q: 3 clusters Score -290961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -290963.187500 Penalty: 2517.407227
	Iteration 29Q: 3 clusters Score -290963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290963.343750 Penalty: 2517.407227
	Iteration 30Q: 3 clusters Score -290963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290963.406250 Penalty: 2517.407227
	Iteration 31Q: 3 clusters Score -290963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290963.406250 Penalty: 2517.407227
	Iteration 32F: 3 clusters Score -290963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53922.796875 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53922.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54280.140625 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54280.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54473.320312 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54473.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54561.062500 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -54561.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54594.093750 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54594.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54609.765625 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54609.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54624.648438 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54624.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54629.050781 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54629.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54631.785156 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54631.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54631.785156 Penalty: 2021.691772
	Iteration 9F: 3 clusters Score -54631.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2608396.000000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608396 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2612264.500000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612264 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2612642.250000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612642 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2613026.750000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613027 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2613574.250000 Penalty: 3148.358887
	Iteration 4F: 3 clusters Score -2613574 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2614218.250000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2614218 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2614842.500000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2614842 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2615365.500000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2615366 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2615851.250000 Penalty: 3148.358887
	Iteration 8Q: 3 clusters Score -2615851 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2616231.750000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2616232 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2616529.000000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616529 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2616783.750000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2616784 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2617010.750000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2617011 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2617220.000000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617220 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2617404.750000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2617405 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2617569.250000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2617569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2617705.750000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2617706 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2617812.250000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2617812 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2617896.000000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2617896 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2617950.250000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2617950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2618000.750000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2618001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2618052.000000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2618052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2618121.500000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2618122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2618179.000000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2618179 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2618231.500000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2618232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2618285.000000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2618285 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2618326.500000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2618326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2618369.750000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2618370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2618405.250000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2618405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2618427.000000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2618427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2618443.500000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2618444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2618448.500000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2618448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2618470.250000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2618470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2618466.500000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2618466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2618481.000000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2618481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2618488.250000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2618488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2618493.500000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2618494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2618507.750000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2618508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2618522.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2618522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2618556.500000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2618556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2618623.000000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2618623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2618765.250000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2618765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2619097.000000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2619097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2619314.250000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2619314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2619413.250000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2619413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2619478.500000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2619478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2619499.500000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2619500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2619519.750000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2619520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2619532.750000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2619533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2619551.750000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2619552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2619564.000000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2619564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2619575.750000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2619576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2619579.750000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2619580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2619587.250000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2619587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2619590.250000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2619590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2619597.500000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2619598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2619598.000000 Penalty: 3148.358887
	Iteration 56Q: 3 clusters Score -2619598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2619600.750000 Penalty: 3148.358887
	Iteration 57Q: 3 clusters Score -2619601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2619598.250000 Penalty: 3148.358887
	Iteration 58Q: 3 clusters Score -2619598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2619604.000000 Penalty: 3148.358887
	Iteration 59Q: 3 clusters Score -2619604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2619604.250000 Penalty: 3148.358887
	Iteration 60F: 3 clusters Score -2619604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2619606.750000 Penalty: 3148.358887
	Iteration 61Q: 3 clusters Score -2619607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2619605.750000 Penalty: 3148.358887
	Iteration 62Q: 3 clusters Score -2619606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2619602.000000 Penalty: 3148.358887
	Iteration 63Q: 3 clusters Score -2619602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2619606.750000 Penalty: 3148.358887
	Iteration 64Q: 3 clusters Score -2619607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2619607.500000 Penalty: 3148.358887
	Iteration 65Q: 3 clusters Score -2619608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2619606.500000 Penalty: 3148.358887
	Iteration 66Q: 3 clusters Score -2619606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2619611.500000 Penalty: 3148.358887
	Iteration 67Q: 3 clusters Score -2619612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2619605.750000 Penalty: 3148.358887
	Iteration 68Q: 3 clusters Score -2619606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2619608.750000 Penalty: 3148.358887
	Iteration 69Q: 3 clusters Score -2619609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2619615.000000 Penalty: 3148.358887
	Iteration 70Q: 3 clusters Score -2619615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2619611.000000 Penalty: 3148.358887
	Iteration 71Q: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2619611.000000 Penalty: 3148.358887
	Iteration 72F: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 14373 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 1738 members 
Entering Unmasked Estep 
Score: -85949872.000000 Penalty: 108896.726562
Splitting cluster 34 changes total score from -85950272.000000 to -85949872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (55698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Entering Unmasked Estep 
Score: -7414372.500000 Penalty: 1775.751099
	Iteration 0F: 2 clusters Score -7414372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -7380310.500000 Penalty: 3551.502197
	Iteration 0F: 3 clusters Score -7380310 nChanged 26084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -7395504.500000 Penalty: 3551.502197
	Iteration 1F: 3 clusters Score -7395504 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -7396178.000000 Penalty: 3551.502197
	Iteration 2Q: 3 clusters Score -7396178 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -7396926.000000 Penalty: 3551.502197
	Iteration 3Q: 3 clusters Score -7396926 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7397975.000000 Penalty: 3551.502197
	Iteration 4Q: 3 clusters Score -7397975 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -7399368.000000 Penalty: 3551.502197
	Iteration 5Q: 3 clusters Score -7399368 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7401188.000000 Penalty: 3551.502197
	Iteration 6F: 3 clusters Score -7401188 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7403415.500000 Penalty: 3551.502197
	Iteration 7F: 3 clusters Score -7403416 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7405774.500000 Penalty: 3551.502197
	Iteration 8F: 3 clusters Score -7405774 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7407727.000000 Penalty: 3551.502197
	Iteration 9F: 3 clusters Score -7407727 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -7409154.500000 Penalty: 3551.502197
	Iteration 10Q: 3 clusters Score -7409154 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -7410139.000000 Penalty: 3551.502197
	Iteration 11Q: 3 clusters Score -7410139 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -7410737.000000 Penalty: 3551.502197
	Iteration 12Q: 3 clusters Score -7410737 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -7411165.000000 Penalty: 3551.502197
	Iteration 13Q: 3 clusters Score -7411165 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -7411449.500000 Penalty: 3551.502197
	Iteration 14Q: 3 clusters Score -7411450 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -7411684.000000 Penalty: 3551.502197
	Iteration 15Q: 3 clusters Score -7411684 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -7411941.500000 Penalty: 3551.502197
	Iteration 16Q: 3 clusters Score -7411942 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7412190.000000 Penalty: 3551.502197
	Iteration 17Q: 3 clusters Score -7412190 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -7412364.000000 Penalty: 3551.502197
	Iteration 18Q: 3 clusters Score -7412364 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -7412540.000000 Penalty: 3551.502197
	Iteration 19Q: 3 clusters Score -7412540 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -7412669.500000 Penalty: 3551.502197
	Iteration 20F: 3 clusters Score -7412670 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7412792.000000 Penalty: 3551.502197
	Iteration 21Q: 3 clusters Score -7412792 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -7412849.000000 Penalty: 3551.502197
	Iteration 22Q: 3 clusters Score -7412849 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -7412913.500000 Penalty: 3551.502197
	Iteration 23Q: 3 clusters Score -7412914 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -7412959.500000 Penalty: 3551.502197
	Iteration 24Q: 3 clusters Score -7412960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -7412982.500000 Penalty: 3551.502197
	Iteration 25Q: 3 clusters Score -7412982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -7413006.500000 Penalty: 3551.502197
	Iteration 26Q: 3 clusters Score -7413006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -7413020.500000 Penalty: 3551.502197
	Iteration 27Q: 3 clusters Score -7413020 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -7413039.500000 Penalty: 3551.502197
	Iteration 28Q: 3 clusters Score -7413040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -7413050.000000 Penalty: 3551.502197
	Iteration 29Q: 3 clusters Score -7413050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -7413066.000000 Penalty: 3551.502197
	Iteration 30Q: 3 clusters Score -7413066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -7413070.000000 Penalty: 3551.502197
	Iteration 31Q: 3 clusters Score -7413070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -7413067.000000 Penalty: 3551.502197
	Iteration 32Q: 3 clusters Score -7413067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -7413075.000000 Penalty: 3551.502197
	Iteration 33Q: 3 clusters Score -7413075 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -7413081.000000 Penalty: 3551.502197
	Iteration 34Q: 3 clusters Score -7413081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -7413082.000000 Penalty: 3551.502197
	Iteration 35Q: 3 clusters Score -7413082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -7413081.000000 Penalty: 3551.502197
	Iteration 36Q: 3 clusters Score -7413081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7413095.500000 Penalty: 3551.502197
	Iteration 37Q: 3 clusters Score -7413096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7413099.000000 Penalty: 3551.502197
	Iteration 38Q: 3 clusters Score -7413099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -7413107.500000 Penalty: 3551.502197
	Iteration 39Q: 3 clusters Score -7413108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -7413123.000000 Penalty: 3551.502197
	Iteration 40F: 3 clusters Score -7413123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -7413134.000000 Penalty: 3551.502197
	Iteration 41Q: 3 clusters Score -7413134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7413127.000000 Penalty: 3551.502197
	Iteration 42Q: 3 clusters Score -7413127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -7413142.500000 Penalty: 3551.502197
	Iteration 43Q: 3 clusters Score -7413142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -7413147.000000 Penalty: 3551.502197
	Iteration 44Q: 3 clusters Score -7413147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -7413151.000000 Penalty: 3551.502197
	Iteration 45Q: 3 clusters Score -7413151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -7413151.000000 Penalty: 3551.502197
	Iteration 46Q: 3 clusters Score -7413151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -7413149.500000 Penalty: 3551.502197
	Iteration 47Q: 3 clusters Score -7413150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7413157.000000 Penalty: 3551.502197
	Iteration 48Q: 3 clusters Score -7413157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -7413146.500000 Penalty: 3551.502197
	Iteration 49Q: 3 clusters Score -7413146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -7413149.500000 Penalty: 3551.502197
	Iteration 50Q: 3 clusters Score -7413150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -7413146.000000 Penalty: 3551.502197
	Iteration 51Q: 3 clusters Score -7413146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7413150.000000 Penalty: 3551.502197
	Iteration 52Q: 3 clusters Score -7413150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -7413155.000000 Penalty: 3551.502197
	Iteration 53Q: 3 clusters Score -7413155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -7413153.500000 Penalty: 3551.502197
	Iteration 54Q: 3 clusters Score -7413154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -7413153.000000 Penalty: 3551.502197
	Iteration 55Q: 3 clusters Score -7413153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -7413153.000000 Penalty: 3551.502197
	Iteration 56Q: 3 clusters Score -7413153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -7413156.000000 Penalty: 3551.502197
	Iteration 57Q: 3 clusters Score -7413156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -7413143.500000 Penalty: 3551.502197
	Iteration 58Q: 3 clusters Score -7413144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -7413135.500000 Penalty: 3551.502197
	Iteration 59Q: 3 clusters Score -7413136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7413141.000000 Penalty: 3551.502197
	Iteration 60F: 3 clusters Score -7413141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7413140.000000 Penalty: 3551.502197
	Iteration 61Q: 3 clusters Score -7413140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7413143.500000 Penalty: 3551.502197
	Iteration 62Q: 3 clusters Score -7413144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7413142.000000 Penalty: 3551.502197
	Iteration 63Q: 3 clusters Score -7413142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7413143.000000 Penalty: 3551.502197
	Iteration 64Q: 3 clusters Score -7413143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -7413143.000000 Penalty: 3551.502197
	Iteration 65F: 3 clusters Score -7413143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20649.957031 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20649.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20860.371094 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20860.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20982.257812 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20982.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21059.720703 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -21059.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21125.751953 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -21125.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21143.673828 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21143.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21148.140625 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21148.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21160.191406 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21160.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21162.115234 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -21162.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21162.115234 Penalty: 1866.476074
	Iteration 9F: 3 clusters Score -21162.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -450306.031250 Penalty: 1323.321533
	Iteration 0F: 2 clusters Score -450306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -447303.187500 Penalty: 2646.643066
	Iteration 0F: 3 clusters Score -447303.2 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -448060.875000 Penalty: 2646.643066
	Iteration 1F: 3 clusters Score -448060.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -448218.468750 Penalty: 2646.643066
	Iteration 2F: 3 clusters Score -448218.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -448345.281250 Penalty: 2646.643066
	Iteration 3F: 3 clusters Score -448345.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -448420.750000 Penalty: 2646.643066
	Iteration 4Q: 3 clusters Score -448420.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -448479.375000 Penalty: 2646.643066
	Iteration 5Q: 3 clusters Score -448479.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -448530.718750 Penalty: 2646.643066
	Iteration 6Q: 3 clusters Score -448530.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -448583.906250 Penalty: 2646.643066
	Iteration 7Q: 3 clusters Score -448583.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -448637.468750 Penalty: 2646.643066
	Iteration 8Q: 3 clusters Score -448637.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -448684.250000 Penalty: 2646.643066
	Iteration 9Q: 3 clusters Score -448684.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -448746.125000 Penalty: 2646.643066
	Iteration 10Q: 3 clusters Score -448746.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -448797.531250 Penalty: 2646.643066
	Iteration 11Q: 3 clusters Score -448797.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -448841.343750 Penalty: 2646.643066
	Iteration 12Q: 3 clusters Score -448841.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -448883.218750 Penalty: 2646.643066
	Iteration 13Q: 3 clusters Score -448883.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -448910.125000 Penalty: 2646.643066
	Iteration 14Q: 3 clusters Score -448910.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -448928.562500 Penalty: 2646.643066
	Iteration 15Q: 3 clusters Score -448928.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -448949.500000 Penalty: 2646.643066
	Iteration 16Q: 3 clusters Score -448949.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -448968.843750 Penalty: 2646.643066
	Iteration 17Q: 3 clusters Score -448968.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -448988.875000 Penalty: 2646.643066
	Iteration 18Q: 3 clusters Score -448988.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -449005.437500 Penalty: 2646.643066
	Iteration 19Q: 3 clusters Score -449005.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -449024.218750 Penalty: 2646.643066
	Iteration 20F: 3 clusters Score -449024.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -449040.750000 Penalty: 2646.643066
	Iteration 21Q: 3 clusters Score -449040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -449054.906250 Penalty: 2646.643066
	Iteration 22Q: 3 clusters Score -449054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -449065.093750 Penalty: 2646.643066
	Iteration 23Q: 3 clusters Score -449065.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -449070.218750 Penalty: 2646.643066
	Iteration 24Q: 3 clusters Score -449070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -449073.343750 Penalty: 2646.643066
	Iteration 25Q: 3 clusters Score -449073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -449076.625000 Penalty: 2646.643066
	Iteration 26Q: 3 clusters Score -449076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -449084.937500 Penalty: 2646.643066
	Iteration 27Q: 3 clusters Score -449084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -449089.437500 Penalty: 2646.643066
	Iteration 28Q: 3 clusters Score -449089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -449092.031250 Penalty: 2646.643066
	Iteration 29Q: 3 clusters Score -449092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -449097.000000 Penalty: 2646.643066
	Iteration 30Q: 3 clusters Score -449097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -449098.656250 Penalty: 2646.643066
	Iteration 31Q: 3 clusters Score -449098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -449103.656250 Penalty: 2646.643066
	Iteration 32Q: 3 clusters Score -449103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -449107.468750 Penalty: 2646.643066
	Iteration 33Q: 3 clusters Score -449107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -449109.906250 Penalty: 2646.643066
	Iteration 34Q: 3 clusters Score -449109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -449111.250000 Penalty: 2646.643066
	Iteration 35Q: 3 clusters Score -449111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449113.281250 Penalty: 2646.643066
	Iteration 36Q: 3 clusters Score -449113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -449116.843750 Penalty: 2646.643066
	Iteration 37Q: 3 clusters Score -449116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -449119.843750 Penalty: 2646.643066
	Iteration 38Q: 3 clusters Score -449119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -449124.281250 Penalty: 2646.643066
	Iteration 39Q: 3 clusters Score -449124.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -449131.375000 Penalty: 2646.643066
	Iteration 40F: 3 clusters Score -449131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -449135.968750 Penalty: 2646.643066
	Iteration 41Q: 3 clusters Score -449136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -449137.718750 Penalty: 2646.643066
	Iteration 42Q: 3 clusters Score -449137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -449140.250000 Penalty: 2646.643066
	Iteration 43Q: 3 clusters Score -449140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -449140.250000 Penalty: 2646.643066
	Iteration 44F: 3 clusters Score -449140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213327.078125 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213327.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213605.843750 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213605.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213673.031250 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213713.312500 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213713.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213739.546875 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -213757.031250 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -213768.671875 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213768.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213776.328125 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213776.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213781.203125 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -213783.906250 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -213788.468750 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213792.625000 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213800.031250 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213806.828125 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213810.328125 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -213814.671875 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -213818.531250 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -213824.703125 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213828.875000 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213832.000000 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -213831.843750 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -270051.312500 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -270051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -268071.937500 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -268071.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -268594.656250 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -268594.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -268851.375000 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -268851.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -269049.468750 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -269049.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -269169.781250 Penalty: 2432.967041
	Iteration 4F: 3 clusters Score -269169.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -269255.187500 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -269255.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -269315.750000 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -269315.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -269387.562500 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -269387.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -269443.406250 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -269443.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269494.281250 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -269494.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -269550.187500 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -269550.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -269603.656250 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -269603.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -269659.875000 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -269659.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -269719.281250 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -269719.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269753.843750 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -269753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -269784.656250 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -269784.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269796.187500 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -269796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -269803.687500 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -269803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269809.062500 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -269809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269813.218750 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -269813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -269817.156250 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -269817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -269822.656250 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -269822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -269829.250000 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -269829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -269834.531250 Penalty: 2432.967041
	Iteration 23Q: 3 clusters Score -269834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269836.593750 Penalty: 2432.967041
	Iteration 24Q: 3 clusters Score -269836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269840.281250 Penalty: 2432.967041
	Iteration 25Q: 3 clusters Score -269840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -269844.281250 Penalty: 2432.967041
	Iteration 26Q: 3 clusters Score -269844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -269851.250000 Penalty: 2432.967041
	Iteration 27Q: 3 clusters Score -269851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -269855.500000 Penalty: 2432.967041
	Iteration 28Q: 3 clusters Score -269855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -269855.500000 Penalty: 2432.967041
	Iteration 29F: 3 clusters Score -269855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Entering Unmasked Estep 
Score: -2634003.750000 Penalty: 1611.391602
	Iteration 0F: 2 clusters Score -2634004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2620136.500000 Penalty: 3222.783203
	Iteration 0F: 3 clusters Score -2620136 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2625126.500000 Penalty: 3222.783203
	Iteration 1F: 3 clusters Score -2625126 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2625405.750000 Penalty: 3222.783203
	Iteration 2Q: 3 clusters Score -2625406 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2625693.750000 Penalty: 3222.783203
	Iteration 3Q: 3 clusters Score -2625694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2625979.250000 Penalty: 3222.783203
	Iteration 4Q: 3 clusters Score -2625979 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2626254.750000 Penalty: 3222.783203
	Iteration 5Q: 3 clusters Score -2626255 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2626503.750000 Penalty: 3222.783203
	Iteration 6Q: 3 clusters Score -2626504 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2626728.750000 Penalty: 3222.783203
	Iteration 7Q: 3 clusters Score -2626729 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2626970.000000 Penalty: 3222.783203
	Iteration 8Q: 3 clusters Score -2626970 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2627216.500000 Penalty: 3222.783203
	Iteration 9Q: 3 clusters Score -2627216 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2627469.500000 Penalty: 3222.783203
	Iteration 10Q: 3 clusters Score -2627470 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2627740.500000 Penalty: 3222.783203
	Iteration 11Q: 3 clusters Score -2627740 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2628084.750000 Penalty: 3222.783203
	Iteration 12Q: 3 clusters Score -2628085 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2628488.000000 Penalty: 3222.783203
	Iteration 13Q: 3 clusters Score -2628488 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2628904.750000 Penalty: 3222.783203
	Iteration 14Q: 3 clusters Score -2628905 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2629212.250000 Penalty: 3222.783203
	Iteration 15Q: 3 clusters Score -2629212 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2629417.250000 Penalty: 3222.783203
	Iteration 16Q: 3 clusters Score -2629417 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2629535.250000 Penalty: 3222.783203
	Iteration 17Q: 3 clusters Score -2629535 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2629630.250000 Penalty: 3222.783203
	Iteration 18Q: 3 clusters Score -2629630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2629691.250000 Penalty: 3222.783203
	Iteration 19Q: 3 clusters Score -2629691 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2629750.750000 Penalty: 3222.783203
	Iteration 20F: 3 clusters Score -2629751 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2629812.750000 Penalty: 3222.783203
	Iteration 21Q: 3 clusters Score -2629813 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2629875.250000 Penalty: 3222.783203
	Iteration 22Q: 3 clusters Score -2629875 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2629969.000000 Penalty: 3222.783203
	Iteration 23Q: 3 clusters Score -2629969 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2630064.250000 Penalty: 3222.783203
	Iteration 24Q: 3 clusters Score -2630064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2630167.500000 Penalty: 3222.783203
	Iteration 25Q: 3 clusters Score -2630168 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2630274.250000 Penalty: 3222.783203
	Iteration 26Q: 3 clusters Score -2630274 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2630385.750000 Penalty: 3222.783203
	Iteration 27Q: 3 clusters Score -2630386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2630497.750000 Penalty: 3222.783203
	Iteration 28Q: 3 clusters Score -2630498 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2630604.000000 Penalty: 3222.783203
	Iteration 29Q: 3 clusters Score -2630604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2630731.000000 Penalty: 3222.783203
	Iteration 30Q: 3 clusters Score -2630731 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2630870.750000 Penalty: 3222.783203
	Iteration 31Q: 3 clusters Score -2630871 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2630982.000000 Penalty: 3222.783203
	Iteration 32Q: 3 clusters Score -2630982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2631112.250000 Penalty: 3222.783203
	Iteration 33Q: 3 clusters Score -2631112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2631260.000000 Penalty: 3222.783203
	Iteration 34Q: 3 clusters Score -2631260 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2631404.500000 Penalty: 3222.783203
	Iteration 35Q: 3 clusters Score -2631404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2631531.000000 Penalty: 3222.783203
	Iteration 36Q: 3 clusters Score -2631531 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2631658.000000 Penalty: 3222.783203
	Iteration 37Q: 3 clusters Score -2631658 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2631785.750000 Penalty: 3222.783203
	Iteration 38Q: 3 clusters Score -2631786 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2631915.000000 Penalty: 3222.783203
	Iteration 39Q: 3 clusters Score -2631915 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2632010.250000 Penalty: 3222.783203
	Iteration 40F: 3 clusters Score -2632010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2632111.500000 Penalty: 3222.783203
	Iteration 41Q: 3 clusters Score -2632112 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2632189.000000 Penalty: 3222.783203
	Iteration 42Q: 3 clusters Score -2632189 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2632267.500000 Penalty: 3222.783203
	Iteration 43Q: 3 clusters Score -2632268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2632327.250000 Penalty: 3222.783203
	Iteration 44Q: 3 clusters Score -2632327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2632390.000000 Penalty: 3222.783203
	Iteration 45Q: 3 clusters Score -2632390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2632447.750000 Penalty: 3222.783203
	Iteration 46Q: 3 clusters Score -2632448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2632469.500000 Penalty: 3222.783203
	Iteration 47Q: 3 clusters Score -2632470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2632509.500000 Penalty: 3222.783203
	Iteration 48Q: 3 clusters Score -2632510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2632543.500000 Penalty: 3222.783203
	Iteration 49Q: 3 clusters Score -2632544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2632574.500000 Penalty: 3222.783203
	Iteration 50Q: 3 clusters Score -2632574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2632605.500000 Penalty: 3222.783203
	Iteration 51Q: 3 clusters Score -2632606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2632631.750000 Penalty: 3222.783203
	Iteration 52Q: 3 clusters Score -2632632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2632655.250000 Penalty: 3222.783203
	Iteration 53Q: 3 clusters Score -2632655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2632691.500000 Penalty: 3222.783203
	Iteration 54Q: 3 clusters Score -2632692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2632705.500000 Penalty: 3222.783203
	Iteration 55Q: 3 clusters Score -2632706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2632720.500000 Penalty: 3222.783203
	Iteration 56Q: 3 clusters Score -2632720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2632729.000000 Penalty: 3222.783203
	Iteration 57Q: 3 clusters Score -2632729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2632745.250000 Penalty: 3222.783203
	Iteration 58Q: 3 clusters Score -2632745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2632753.250000 Penalty: 3222.783203
	Iteration 59Q: 3 clusters Score -2632753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2632760.750000 Penalty: 3222.783203
	Iteration 60F: 3 clusters Score -2632761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2632769.750000 Penalty: 3222.783203
	Iteration 61Q: 3 clusters Score -2632770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2632769.250000 Penalty: 3222.783203
	Iteration 62Q: 3 clusters Score -2632769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2632775.000000 Penalty: 3222.783203
	Iteration 63Q: 3 clusters Score -2632775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2632774.750000 Penalty: 3222.783203
	Iteration 64Q: 3 clusters Score -2632775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2632779.250000 Penalty: 3222.783203
	Iteration 65Q: 3 clusters Score -2632779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2632781.500000 Penalty: 3222.783203
	Iteration 66Q: 3 clusters Score -2632782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2632785.000000 Penalty: 3222.783203
	Iteration 67Q: 3 clusters Score -2632785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2632788.750000 Penalty: 3222.783203
	Iteration 68Q: 3 clusters Score -2632789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632789.750000 Penalty: 3222.783203
	Iteration 69Q: 3 clusters Score -2632790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632789.750000 Penalty: 3222.783203
	Iteration 70Q: 3 clusters Score -2632790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632793.750000 Penalty: 3222.783203
	Iteration 71Q: 3 clusters Score -2632794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632793.750000 Penalty: 3222.783203
	Iteration 72Q: 3 clusters Score -2632794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632793.500000 Penalty: 3222.783203
	Iteration 73Q: 3 clusters Score -2632794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2632793.500000 Penalty: 3222.783203
	Iteration 74F: 3 clusters Score -2632794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Entering Unmasked Estep 
Score: -11405688.000000 Penalty: 1846.522949
	Iteration 0F: 2 clusters Score -1.140569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -11354476.000000 Penalty: 3693.045898
	Iteration 0F: 3 clusters Score -1.135448e+07 nChanged 40905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -11377963.000000 Penalty: 3693.045898
	Iteration 1F: 3 clusters Score -1.137796e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -11379144.000000 Penalty: 3693.045898
	Iteration 2Q: 3 clusters Score -1.137914e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -11380854.000000 Penalty: 3693.045898
	Iteration 3Q: 3 clusters Score -1.138085e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -11383907.000000 Penalty: 3693.045898
	Iteration 4F: 3 clusters Score -1.138391e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -11388471.000000 Penalty: 3693.045898
	Iteration 5F: 3 clusters Score -1.138847e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -11394421.000000 Penalty: 3693.045898
	Iteration 6F: 3 clusters Score -1.139442e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -11399546.000000 Penalty: 3693.045898
	Iteration 7F: 3 clusters Score -1.139955e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -11402033.000000 Penalty: 3693.045898
	Iteration 8Q: 3 clusters Score -1.140203e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -11403111.000000 Penalty: 3693.045898
	Iteration 9Q: 3 clusters Score -1.140311e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -11403615.000000 Penalty: 3693.045898
	Iteration 10Q: 3 clusters Score -1.140362e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -11403773.000000 Penalty: 3693.045898
	Iteration 11Q: 3 clusters Score -1.140377e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -11403914.000000 Penalty: 3693.045898
	Iteration 12Q: 3 clusters Score -1.140391e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -11403969.000000 Penalty: 3693.045898
	Iteration 13Q: 3 clusters Score -1.140397e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -11404027.000000 Penalty: 3693.045898
	Iteration 14Q: 3 clusters Score -1.140403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -11404054.000000 Penalty: 3693.045898
	Iteration 15Q: 3 clusters Score -1.140405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -11404096.000000 Penalty: 3693.045898
	Iteration 16Q: 3 clusters Score -1.14041e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -11404098.000000 Penalty: 3693.045898
	Iteration 17Q: 3 clusters Score -1.14041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -11404128.000000 Penalty: 3693.045898
	Iteration 18Q: 3 clusters Score -1.140413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -11404116.000000 Penalty: 3693.045898
	Iteration 19Q: 3 clusters Score -1.140412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -11404120.000000 Penalty: 3693.045898
	Iteration 20F: 3 clusters Score -1.140412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -11404143.000000 Penalty: 3693.045898
	Iteration 21Q: 3 clusters Score -1.140414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -11404176.000000 Penalty: 3693.045898
	Iteration 22Q: 3 clusters Score -1.140418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -11404170.000000 Penalty: 3693.045898
	Iteration 23Q: 3 clusters Score -1.140417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -11404215.000000 Penalty: 3693.045898
	Iteration 24Q: 3 clusters Score -1.140422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -11404217.000000 Penalty: 3693.045898
	Iteration 25Q: 3 clusters Score -1.140422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11404224.000000 Penalty: 3693.045898
	Iteration 26Q: 3 clusters Score -1.140422e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -11404239.000000 Penalty: 3693.045898
	Iteration 27Q: 3 clusters Score -1.140424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -11404251.000000 Penalty: 3693.045898
	Iteration 28Q: 3 clusters Score -1.140425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -11404243.000000 Penalty: 3693.045898
	Iteration 29Q: 3 clusters Score -1.140424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -11404264.000000 Penalty: 3693.045898
	Iteration 30Q: 3 clusters Score -1.140426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -11404246.000000 Penalty: 3693.045898
	Iteration 31Q: 3 clusters Score -1.140425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -11404267.000000 Penalty: 3693.045898
	Iteration 32Q: 3 clusters Score -1.140427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -11404266.000000 Penalty: 3693.045898
	Iteration 33Q: 3 clusters Score -1.140427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11404289.000000 Penalty: 3693.045898
	Iteration 34Q: 3 clusters Score -1.140429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -11404308.000000 Penalty: 3693.045898
	Iteration 35Q: 3 clusters Score -1.140431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -11404302.000000 Penalty: 3693.045898
	Iteration 36Q: 3 clusters Score -1.14043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -11404322.000000 Penalty: 3693.045898
	Iteration 37Q: 3 clusters Score -1.140432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -11404317.000000 Penalty: 3693.045898
	Iteration 38Q: 3 clusters Score -1.140432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -11404327.000000 Penalty: 3693.045898
	Iteration 39Q: 3 clusters Score -1.140433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -11404339.000000 Penalty: 3693.045898
	Iteration 40F: 3 clusters Score -1.140434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -11404339.000000 Penalty: 3693.045898
	Iteration 41Q: 3 clusters Score -1.140434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -11404352.000000 Penalty: 3693.045898
	Iteration 42Q: 3 clusters Score -1.140435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -11404350.000000 Penalty: 3693.045898
	Iteration 43Q: 3 clusters Score -1.140435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -11404359.000000 Penalty: 3693.045898
	Iteration 44Q: 3 clusters Score -1.140436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -11404357.000000 Penalty: 3693.045898
	Iteration 45Q: 3 clusters Score -1.140436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -11404369.000000 Penalty: 3693.045898
	Iteration 46Q: 3 clusters Score -1.140437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -11404369.000000 Penalty: 3693.045898
	Iteration 47Q: 3 clusters Score -1.140437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -11404360.000000 Penalty: 3693.045898
	Iteration 48Q: 3 clusters Score -1.140436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -11404359.000000 Penalty: 3693.045898
	Iteration 49Q: 3 clusters Score -1.140436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -11404374.000000 Penalty: 3693.045898
	Iteration 50Q: 3 clusters Score -1.140437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -11404359.000000 Penalty: 3693.045898
	Iteration 51Q: 3 clusters Score -1.140436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -11404356.000000 Penalty: 3693.045898
	Iteration 52Q: 3 clusters Score -1.140436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -11404378.000000 Penalty: 3693.045898
	Iteration 53Q: 3 clusters Score -1.140438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -11404376.000000 Penalty: 3693.045898
	Iteration 54Q: 3 clusters Score -1.140438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -11404370.000000 Penalty: 3693.045898
	Iteration 55Q: 3 clusters Score -1.140437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -11404376.000000 Penalty: 3693.045898
	Iteration 56Q: 3 clusters Score -1.140438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -11404379.000000 Penalty: 3693.045898
	Iteration 57Q: 3 clusters Score -1.140438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -11404371.000000 Penalty: 3693.045898
	Iteration 58Q: 3 clusters Score -1.140437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -11404386.000000 Penalty: 3693.045898
	Iteration 59Q: 3 clusters Score -1.140439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -11404369.000000 Penalty: 3693.045898
	Iteration 60F: 3 clusters Score -1.140437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -11404397.000000 Penalty: 3693.045898
	Iteration 61Q: 3 clusters Score -1.14044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -11404394.000000 Penalty: 3693.045898
	Iteration 62Q: 3 clusters Score -1.140439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -11404414.000000 Penalty: 3693.045898
	Iteration 63Q: 3 clusters Score -1.140441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -11404427.000000 Penalty: 3693.045898
	Iteration 64Q: 3 clusters Score -1.140443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -11404417.000000 Penalty: 3693.045898
	Iteration 65Q: 3 clusters Score -1.140442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -11404416.000000 Penalty: 3693.045898
	Iteration 66Q: 3 clusters Score -1.140442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -11404428.000000 Penalty: 3693.045898
	Iteration 67Q: 3 clusters Score -1.140443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -11404436.000000 Penalty: 3693.045898
	Iteration 68Q: 3 clusters Score -1.140444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -11404440.000000 Penalty: 3693.045898
	Iteration 69Q: 3 clusters Score -1.140444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -11404429.000000 Penalty: 3693.045898
	Iteration 70Q: 3 clusters Score -1.140443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -11404448.000000 Penalty: 3693.045898
	Iteration 71Q: 3 clusters Score -1.140445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -11404462.000000 Penalty: 3693.045898
	Iteration 72Q: 3 clusters Score -1.140446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -11404457.000000 Penalty: 3693.045898
	Iteration 73Q: 3 clusters Score -1.140446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -11404448.000000 Penalty: 3693.045898
	Iteration 74Q: 3 clusters Score -1.140445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -11404466.000000 Penalty: 3693.045898
	Iteration 75Q: 3 clusters Score -1.140447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -11404477.000000 Penalty: 3693.045898
	Iteration 76Q: 3 clusters Score -1.140448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -11404497.000000 Penalty: 3693.045898
	Iteration 77Q: 3 clusters Score -1.14045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -11404495.000000 Penalty: 3693.045898
	Iteration 78Q: 3 clusters Score -1.14045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -11404515.000000 Penalty: 3693.045898
	Iteration 79Q: 3 clusters Score -1.140452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -11404539.000000 Penalty: 3693.045898
	Iteration 80F: 3 clusters Score -1.140454e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -11404592.000000 Penalty: 3693.045898
	Iteration 81Q: 3 clusters Score -1.140459e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -11404614.000000 Penalty: 3693.045898
	Iteration 82Q: 3 clusters Score -1.140461e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -11404637.000000 Penalty: 3693.045898
	Iteration 83Q: 3 clusters Score -1.140464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -11404680.000000 Penalty: 3693.045898
	Iteration 84Q: 3 clusters Score -1.140468e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -11404700.000000 Penalty: 3693.045898
	Iteration 85Q: 3 clusters Score -1.14047e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -11404720.000000 Penalty: 3693.045898
	Iteration 86Q: 3 clusters Score -1.140472e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -11404732.000000 Penalty: 3693.045898
	Iteration 87Q: 3 clusters Score -1.140473e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -11404771.000000 Penalty: 3693.045898
	Iteration 88Q: 3 clusters Score -1.140477e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -11404806.000000 Penalty: 3693.045898
	Iteration 89Q: 3 clusters Score -1.140481e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -11404860.000000 Penalty: 3693.045898
	Iteration 90Q: 3 clusters Score -1.140486e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -11404872.000000 Penalty: 3693.045898
	Iteration 91Q: 3 clusters Score -1.140487e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -11404893.000000 Penalty: 3693.045898
	Iteration 92Q: 3 clusters Score -1.140489e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -11404906.000000 Penalty: 3693.045898
	Iteration 93Q: 3 clusters Score -1.140491e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -11404900.000000 Penalty: 3693.045898
	Iteration 94Q: 3 clusters Score -1.14049e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -11404928.000000 Penalty: 3693.045898
	Iteration 95Q: 3 clusters Score -1.140493e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -11404967.000000 Penalty: 3693.045898
	Iteration 96Q: 3 clusters Score -1.140497e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -11404984.000000 Penalty: 3693.045898
	Iteration 97Q: 3 clusters Score -1.140498e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -11404987.000000 Penalty: 3693.045898
	Iteration 98Q: 3 clusters Score -1.140499e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -11404961.000000 Penalty: 3693.045898
	Iteration 99Q: 3 clusters Score -1.140496e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -11405000.000000 Penalty: 3693.045898
	Iteration 100F: 3 clusters Score -1.1405e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -11404975.000000 Penalty: 3693.045898
	Iteration 101Q: 3 clusters Score -1.140498e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -11404999.000000 Penalty: 3693.045898
	Iteration 102Q: 3 clusters Score -1.1405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -11405005.000000 Penalty: 3693.045898
	Iteration 103Q: 3 clusters Score -1.1405e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -11405014.000000 Penalty: 3693.045898
	Iteration 104Q: 3 clusters Score -1.140501e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -11405037.000000 Penalty: 3693.045898
	Iteration 105Q: 3 clusters Score -1.140504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -11405083.000000 Penalty: 3693.045898
	Iteration 106Q: 3 clusters Score -1.140508e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -11405069.000000 Penalty: 3693.045898
	Iteration 107Q: 3 clusters Score -1.140507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -11405058.000000 Penalty: 3693.045898
	Iteration 108Q: 3 clusters Score -1.140506e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -11405082.000000 Penalty: 3693.045898
	Iteration 109Q: 3 clusters Score -1.140508e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -11405095.000000 Penalty: 3693.045898
	Iteration 110Q: 3 clusters Score -1.14051e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -11405063.000000 Penalty: 3693.045898
	Iteration 111Q: 3 clusters Score -1.140506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -11405104.000000 Penalty: 3693.045898
	Iteration 112Q: 3 clusters Score -1.14051e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -11405088.000000 Penalty: 3693.045898
	Iteration 113Q: 3 clusters Score -1.140509e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11405110.000000 Penalty: 3693.045898
	Iteration 114Q: 3 clusters Score -1.140511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11405112.000000 Penalty: 3693.045898
	Iteration 115Q: 3 clusters Score -1.140511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -11405109.000000 Penalty: 3693.045898
	Iteration 116Q: 3 clusters Score -1.140511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -11405119.000000 Penalty: 3693.045898
	Iteration 117Q: 3 clusters Score -1.140512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -11405119.000000 Penalty: 3693.045898
	Iteration 118Q: 3 clusters Score -1.140512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -11405145.000000 Penalty: 3693.045898
	Iteration 119Q: 3 clusters Score -1.140514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -11405135.000000 Penalty: 3693.045898
	Iteration 120F: 3 clusters Score -1.140514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -11405143.000000 Penalty: 3693.045898
	Iteration 121Q: 3 clusters Score -1.140514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -11405143.000000 Penalty: 3693.045898
	Iteration 122Q: 3 clusters Score -1.140514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -11405132.000000 Penalty: 3693.045898
	Iteration 123Q: 3 clusters Score -1.140513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -11405154.000000 Penalty: 3693.045898
	Iteration 124Q: 3 clusters Score -1.140515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -11405172.000000 Penalty: 3693.045898
	Iteration 125Q: 3 clusters Score -1.140517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -11405181.000000 Penalty: 3693.045898
	Iteration 126Q: 3 clusters Score -1.140518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -11405177.000000 Penalty: 3693.045898
	Iteration 127Q: 3 clusters Score -1.140518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -11405173.000000 Penalty: 3693.045898
	Iteration 128Q: 3 clusters Score -1.140517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -11405177.000000 Penalty: 3693.045898
	Iteration 129Q: 3 clusters Score -1.140518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -11405190.000000 Penalty: 3693.045898
	Iteration 130Q: 3 clusters Score -1.140519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -11405187.000000 Penalty: 3693.045898
	Iteration 131Q: 3 clusters Score -1.140519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -11405179.000000 Penalty: 3693.045898
	Iteration 132Q: 3 clusters Score -1.140518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -11405170.000000 Penalty: 3693.045898
	Iteration 133Q: 3 clusters Score -1.140517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -11405173.000000 Penalty: 3693.045898
	Iteration 134Q: 3 clusters Score -1.140517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -11405181.000000 Penalty: 3693.045898
	Iteration 135Q: 3 clusters Score -1.140518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -11405169.000000 Penalty: 3693.045898
	Iteration 136Q: 3 clusters Score -1.140517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -11405171.000000 Penalty: 3693.045898
	Iteration 137Q: 3 clusters Score -1.140517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -11405171.000000 Penalty: 3693.045898
	Iteration 138Q: 3 clusters Score -1.140517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -11405161.000000 Penalty: 3693.045898
	Iteration 139Q: 3 clusters Score -1.140516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -11405154.000000 Penalty: 3693.045898
	Iteration 140F: 3 clusters Score -1.140515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -11405158.000000 Penalty: 3693.045898
	Iteration 141Q: 3 clusters Score -1.140516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -11405161.000000 Penalty: 3693.045898
	Iteration 142Q: 3 clusters Score -1.140516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -11405156.000000 Penalty: 3693.045898
	Iteration 143Q: 3 clusters Score -1.140516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -11405157.000000 Penalty: 3693.045898
	Iteration 144Q: 3 clusters Score -1.140516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -11405154.000000 Penalty: 3693.045898
	Iteration 145Q: 3 clusters Score -1.140515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -11405165.000000 Penalty: 3693.045898
	Iteration 146Q: 3 clusters Score -1.140516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -11405157.000000 Penalty: 3693.045898
	Iteration 147Q: 3 clusters Score -1.140516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -11405157.000000 Penalty: 3693.045898
	Iteration 148Q: 3 clusters Score -1.140516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -11405177.000000 Penalty: 3693.045898
	Iteration 149Q: 3 clusters Score -1.140518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -11405175.000000 Penalty: 3693.045898
	Iteration 150Q: 3 clusters Score -1.140518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -11405180.000000 Penalty: 3693.045898
	Iteration 151Q: 3 clusters Score -1.140518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -11405180.000000 Penalty: 3693.045898
	Iteration 152Q: 3 clusters Score -1.140518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -11405179.000000 Penalty: 3693.045898
	Iteration 153Q: 3 clusters Score -1.140518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -11405186.000000 Penalty: 3693.045898
	Iteration 154Q: 3 clusters Score -1.140519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -11405183.000000 Penalty: 3693.045898
	Iteration 155Q: 3 clusters Score -1.140518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -11405173.000000 Penalty: 3693.045898
	Iteration 156Q: 3 clusters Score -1.140517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -11405172.000000 Penalty: 3693.045898
	Iteration 157Q: 3 clusters Score -1.140517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -11405178.000000 Penalty: 3693.045898
	Iteration 158Q: 3 clusters Score -1.140518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -11405176.000000 Penalty: 3693.045898
	Iteration 159Q: 3 clusters Score -1.140518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -11405168.000000 Penalty: 3693.045898
	Iteration 160F: 3 clusters Score -1.140517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -11405167.000000 Penalty: 3693.045898
	Iteration 161Q: 3 clusters Score -1.140517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -11405169.000000 Penalty: 3693.045898
	Iteration 162Q: 3 clusters Score -1.140517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -11405173.000000 Penalty: 3693.045898
	Iteration 163Q: 3 clusters Score -1.140517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -11405173.000000 Penalty: 3693.045898
	Iteration 164F: 3 clusters Score -1.140517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32100.902344 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32100.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32208.365234 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32208.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32261.957031 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -32261.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32281.250000 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32281.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32293.353516 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32293.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32302.728516 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32302.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32312.644531 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32312.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32314.039062 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32314.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32315.367188 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32315.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32322.001953 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -32322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32325.662109 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -32325.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32329.876953 Penalty: 1864.385986
	Iteration 11Q: 3 clusters Score -32329.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32333.613281 Penalty: 1864.385986
	Iteration 12Q: 3 clusters Score -32333.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32333.613281 Penalty: 1864.385986
	Iteration 13F: 3 clusters Score -32333.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41762.875000 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41762.88 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42104.250000 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42104.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42195.937500 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42195.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -42272.539062 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -42272.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42335.675781 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42335.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42395.261719 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42395.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42460.359375 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42460.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42515.187500 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42515.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42569.953125 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42569.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42609.378906 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42609.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42661.703125 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42661.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42725.781250 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42725.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42746.214844 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42746.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42762.070312 Penalty: 2054.249756
	Iteration 13Q: 3 clusters Score -42762.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42766.187500 Penalty: 2054.249756
	Iteration 14Q: 3 clusters Score -42766.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42777.574219 Penalty: 2054.249756
	Iteration 15Q: 3 clusters Score -42777.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42780.500000 Penalty: 2054.249756
	Iteration 16Q: 3 clusters Score -42780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42781.613281 Penalty: 2054.249756
	Iteration 17Q: 3 clusters Score -42781.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42789.710938 Penalty: 2054.249756
	Iteration 18F: 3 clusters Score -42789.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42801.011719 Penalty: 2054.249756
	Iteration 19Q: 3 clusters Score -42801.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42801.375000 Penalty: 2054.249756
	Iteration 20F: 3 clusters Score -42801.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 268 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 288 members 
Entering Unmasked Estep 
Score: -85949104.000000 Penalty: 108896.726562
Splitting cluster 43 changes total score from -85950272.000000 to -85949104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (55747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Entering Unmasked Estep 
Score: -7440485.000000 Penalty: 1775.894165
	Iteration 0F: 2 clusters Score -7440485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7405580.000000 Penalty: 3551.788330
	Iteration 0F: 3 clusters Score -7405580 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -7421114.000000 Penalty: 3551.788330
	Iteration 1F: 3 clusters Score -7421114 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7422417.500000 Penalty: 3551.788330
	Iteration 2Q: 3 clusters Score -7422418 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -7424207.500000 Penalty: 3551.788330
	Iteration 3F: 3 clusters Score -7424208 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -7426835.500000 Penalty: 3551.788330
	Iteration 4F: 3 clusters Score -7426836 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -7430528.500000 Penalty: 3551.788330
	Iteration 5F: 3 clusters Score -7430528 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -7434317.500000 Penalty: 3551.788330
	Iteration 6F: 3 clusters Score -7434318 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -7436283.000000 Penalty: 3551.788330
	Iteration 7F: 3 clusters Score -7436283 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -7437010.000000 Penalty: 3551.788330
	Iteration 8Q: 3 clusters Score -7437010 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -7437340.500000 Penalty: 3551.788330
	Iteration 9Q: 3 clusters Score -7437340 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -7437596.000000 Penalty: 3551.788330
	Iteration 10Q: 3 clusters Score -7437596 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -7437791.000000 Penalty: 3551.788330
	Iteration 11Q: 3 clusters Score -7437791 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -7437961.000000 Penalty: 3551.788330
	Iteration 12Q: 3 clusters Score -7437961 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -7438062.000000 Penalty: 3551.788330
	Iteration 13Q: 3 clusters Score -7438062 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -7438139.000000 Penalty: 3551.788330
	Iteration 14Q: 3 clusters Score -7438139 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -7438194.000000 Penalty: 3551.788330
	Iteration 15Q: 3 clusters Score -7438194 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -7438228.000000 Penalty: 3551.788330
	Iteration 16Q: 3 clusters Score -7438228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -7438242.500000 Penalty: 3551.788330
	Iteration 17Q: 3 clusters Score -7438242 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7438299.500000 Penalty: 3551.788330
	Iteration 18Q: 3 clusters Score -7438300 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -7438324.500000 Penalty: 3551.788330
	Iteration 19Q: 3 clusters Score -7438324 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7438324.000000 Penalty: 3551.788330
	Iteration 20F: 3 clusters Score -7438324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -7438330.000000 Penalty: 3551.788330
	Iteration 21Q: 3 clusters Score -7438330 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7438361.000000 Penalty: 3551.788330
	Iteration 22Q: 3 clusters Score -7438361 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7438391.000000 Penalty: 3551.788330
	Iteration 23Q: 3 clusters Score -7438391 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7438408.500000 Penalty: 3551.788330
	Iteration 24Q: 3 clusters Score -7438408 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7438454.000000 Penalty: 3551.788330
	Iteration 25Q: 3 clusters Score -7438454 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -7438467.500000 Penalty: 3551.788330
	Iteration 26Q: 3 clusters Score -7438468 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7438492.500000 Penalty: 3551.788330
	Iteration 27Q: 3 clusters Score -7438492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7438548.000000 Penalty: 3551.788330
	Iteration 28Q: 3 clusters Score -7438548 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -7438616.500000 Penalty: 3551.788330
	Iteration 29Q: 3 clusters Score -7438616 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -7438664.500000 Penalty: 3551.788330
	Iteration 30Q: 3 clusters Score -7438664 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -7438679.000000 Penalty: 3551.788330
	Iteration 31Q: 3 clusters Score -7438679 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -7438708.000000 Penalty: 3551.788330
	Iteration 32Q: 3 clusters Score -7438708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -7438762.000000 Penalty: 3551.788330
	Iteration 33Q: 3 clusters Score -7438762 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -7438838.000000 Penalty: 3551.788330
	Iteration 34Q: 3 clusters Score -7438838 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -7438908.000000 Penalty: 3551.788330
	Iteration 35Q: 3 clusters Score -7438908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7438968.000000 Penalty: 3551.788330
	Iteration 36Q: 3 clusters Score -7438968 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -7438976.500000 Penalty: 3551.788330
	Iteration 37Q: 3 clusters Score -7438976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -7439043.500000 Penalty: 3551.788330
	Iteration 38Q: 3 clusters Score -7439044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -7439109.000000 Penalty: 3551.788330
	Iteration 39Q: 3 clusters Score -7439109 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -7439177.000000 Penalty: 3551.788330
	Iteration 40F: 3 clusters Score -7439177 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -7439235.000000 Penalty: 3551.788330
	Iteration 41Q: 3 clusters Score -7439235 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -7439345.000000 Penalty: 3551.788330
	Iteration 42Q: 3 clusters Score -7439345 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7439414.000000 Penalty: 3551.788330
	Iteration 43Q: 3 clusters Score -7439414 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -7439461.000000 Penalty: 3551.788330
	Iteration 44Q: 3 clusters Score -7439461 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -7439521.000000 Penalty: 3551.788330
	Iteration 45Q: 3 clusters Score -7439521 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7439554.000000 Penalty: 3551.788330
	Iteration 46Q: 3 clusters Score -7439554 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -7439548.500000 Penalty: 3551.788330
	Iteration 47Q: 3 clusters Score -7439548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7439591.500000 Penalty: 3551.788330
	Iteration 48Q: 3 clusters Score -7439592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -7439594.500000 Penalty: 3551.788330
	Iteration 49Q: 3 clusters Score -7439594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -7439588.000000 Penalty: 3551.788330
	Iteration 50Q: 3 clusters Score -7439588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -7439592.500000 Penalty: 3551.788330
	Iteration 51Q: 3 clusters Score -7439592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -7439593.000000 Penalty: 3551.788330
	Iteration 52Q: 3 clusters Score -7439593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7439593.500000 Penalty: 3551.788330
	Iteration 53Q: 3 clusters Score -7439594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7439591.500000 Penalty: 3551.788330
	Iteration 54Q: 3 clusters Score -7439592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -7439588.000000 Penalty: 3551.788330
	Iteration 55Q: 3 clusters Score -7439588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7439586.000000 Penalty: 3551.788330
	Iteration 56Q: 3 clusters Score -7439586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7439596.000000 Penalty: 3551.788330
	Iteration 57Q: 3 clusters Score -7439596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -7439597.500000 Penalty: 3551.788330
	Iteration 58Q: 3 clusters Score -7439598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -7439597.000000 Penalty: 3551.788330
	Iteration 59Q: 3 clusters Score -7439597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -7439595.000000 Penalty: 3551.788330
	Iteration 60F: 3 clusters Score -7439595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7439592.000000 Penalty: 3551.788330
	Iteration 61Q: 3 clusters Score -7439592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -7439595.000000 Penalty: 3551.788330
	Iteration 62Q: 3 clusters Score -7439595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -7439592.000000 Penalty: 3551.788330
	Iteration 63Q: 3 clusters Score -7439592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7439599.000000 Penalty: 3551.788330
	Iteration 64Q: 3 clusters Score -7439599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7439594.500000 Penalty: 3551.788330
	Iteration 65Q: 3 clusters Score -7439594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -7439599.000000 Penalty: 3551.788330
	Iteration 66Q: 3 clusters Score -7439599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7439602.000000 Penalty: 3551.788330
	Iteration 67Q: 3 clusters Score -7439602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7439598.500000 Penalty: 3551.788330
	Iteration 68Q: 3 clusters Score -7439598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7439598.500000 Penalty: 3551.788330
	Iteration 69F: 3 clusters Score -7439598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -681526.437500 Penalty: 1388.689331
	Iteration 0F: 2 clusters Score -681526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -677459.500000 Penalty: 2777.378662
	Iteration 0F: 3 clusters Score -677459.5 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -678535.250000 Penalty: 2777.378662
	Iteration 1F: 3 clusters Score -678535.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -678704.062500 Penalty: 2777.378662
	Iteration 2F: 3 clusters Score -678704.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -678822.000000 Penalty: 2777.378662
	Iteration 3F: 3 clusters Score -678822 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -678918.687500 Penalty: 2777.378662
	Iteration 4Q: 3 clusters Score -678918.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -678983.812500 Penalty: 2777.378662
	Iteration 5Q: 3 clusters Score -678983.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -679032.500000 Penalty: 2777.378662
	Iteration 6Q: 3 clusters Score -679032.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -679068.437500 Penalty: 2777.378662
	Iteration 7Q: 3 clusters Score -679068.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -679094.312500 Penalty: 2777.378662
	Iteration 8Q: 3 clusters Score -679094.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -679118.750000 Penalty: 2777.378662
	Iteration 9Q: 3 clusters Score -679118.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -679141.187500 Penalty: 2777.378662
	Iteration 10Q: 3 clusters Score -679141.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -679161.312500 Penalty: 2777.378662
	Iteration 11Q: 3 clusters Score -679161.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -679180.562500 Penalty: 2777.378662
	Iteration 12Q: 3 clusters Score -679180.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -679195.750000 Penalty: 2777.378662
	Iteration 13Q: 3 clusters Score -679195.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -679210.750000 Penalty: 2777.378662
	Iteration 14Q: 3 clusters Score -679210.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -679225.625000 Penalty: 2777.378662
	Iteration 15Q: 3 clusters Score -679225.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -679243.375000 Penalty: 2777.378662
	Iteration 16Q: 3 clusters Score -679243.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -679253.750000 Penalty: 2777.378662
	Iteration 17Q: 3 clusters Score -679253.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -679263.812500 Penalty: 2777.378662
	Iteration 18Q: 3 clusters Score -679263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -679273.500000 Penalty: 2777.378662
	Iteration 19Q: 3 clusters Score -679273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -679288.500000 Penalty: 2777.378662
	Iteration 20F: 3 clusters Score -679288.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -679302.750000 Penalty: 2777.378662
	Iteration 21Q: 3 clusters Score -679302.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -679317.937500 Penalty: 2777.378662
	Iteration 22Q: 3 clusters Score -679317.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -679333.625000 Penalty: 2777.378662
	Iteration 23Q: 3 clusters Score -679333.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -679352.625000 Penalty: 2777.378662
	Iteration 24Q: 3 clusters Score -679352.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -679377.687500 Penalty: 2777.378662
	Iteration 25Q: 3 clusters Score -679377.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -679398.562500 Penalty: 2777.378662
	Iteration 26Q: 3 clusters Score -679398.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -679416.812500 Penalty: 2777.378662
	Iteration 27Q: 3 clusters Score -679416.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -679438.187500 Penalty: 2777.378662
	Iteration 28Q: 3 clusters Score -679438.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -679460.750000 Penalty: 2777.378662
	Iteration 29Q: 3 clusters Score -679460.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -679482.750000 Penalty: 2777.378662
	Iteration 30Q: 3 clusters Score -679482.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -679508.312500 Penalty: 2777.378662
	Iteration 31Q: 3 clusters Score -679508.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -679541.375000 Penalty: 2777.378662
	Iteration 32Q: 3 clusters Score -679541.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -679579.687500 Penalty: 2777.378662
	Iteration 33Q: 3 clusters Score -679579.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -679621.250000 Penalty: 2777.378662
	Iteration 34Q: 3 clusters Score -679621.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -679676.500000 Penalty: 2777.378662
	Iteration 35Q: 3 clusters Score -679676.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -679738.687500 Penalty: 2777.378662
	Iteration 36Q: 3 clusters Score -679738.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -679793.062500 Penalty: 2777.378662
	Iteration 37Q: 3 clusters Score -679793.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -679852.000000 Penalty: 2777.378662
	Iteration 38Q: 3 clusters Score -679852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -679909.500000 Penalty: 2777.378662
	Iteration 39Q: 3 clusters Score -679909.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -679955.937500 Penalty: 2777.378662
	Iteration 40F: 3 clusters Score -679955.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -679995.625000 Penalty: 2777.378662
	Iteration 41Q: 3 clusters Score -679995.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -680027.625000 Penalty: 2777.378662
	Iteration 42Q: 3 clusters Score -680027.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -680075.000000 Penalty: 2777.378662
	Iteration 43Q: 3 clusters Score -680075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -680111.437500 Penalty: 2777.378662
	Iteration 44Q: 3 clusters Score -680111.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -680149.812500 Penalty: 2777.378662
	Iteration 45Q: 3 clusters Score -680149.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -680166.125000 Penalty: 2777.378662
	Iteration 46Q: 3 clusters Score -680166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -680177.250000 Penalty: 2777.378662
	Iteration 47Q: 3 clusters Score -680177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -680187.062500 Penalty: 2777.378662
	Iteration 48Q: 3 clusters Score -680187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -680198.937500 Penalty: 2777.378662
	Iteration 49Q: 3 clusters Score -680198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -680207.250000 Penalty: 2777.378662
	Iteration 50Q: 3 clusters Score -680207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -680212.187500 Penalty: 2777.378662
	Iteration 51Q: 3 clusters Score -680212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -680216.500000 Penalty: 2777.378662
	Iteration 52Q: 3 clusters Score -680216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -680219.250000 Penalty: 2777.378662
	Iteration 53Q: 3 clusters Score -680219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -680222.875000 Penalty: 2777.378662
	Iteration 54Q: 3 clusters Score -680222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -680226.375000 Penalty: 2777.378662
	Iteration 55Q: 3 clusters Score -680226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -680228.625000 Penalty: 2777.378662
	Iteration 56Q: 3 clusters Score -680228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -680232.062500 Penalty: 2777.378662
	Iteration 57Q: 3 clusters Score -680232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -680233.125000 Penalty: 2777.378662
	Iteration 58Q: 3 clusters Score -680233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -680232.625000 Penalty: 2777.378662
	Iteration 59Q: 3 clusters Score -680232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -680232.625000 Penalty: 2777.378662
	Iteration 60F: 3 clusters Score -680232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7210.764648 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7210.765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7329.287109 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7329.287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7373.998535 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -7373.999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7389.448730 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7389.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7395.804688 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7395.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7395.804688 Penalty: 1676.692993
	Iteration 5F: 3 clusters Score -7395.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22225.113281 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22225.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22337.099609 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22337.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22438.298828 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22438.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22495.228516 Penalty: 1771.587524
	Iteration 3F: 3 clusters Score -22495.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22565.630859 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22565.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22571.189453 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22571.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22571.189453 Penalty: 1771.587524
	Iteration 6F: 3 clusters Score -22571.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38796.968750 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38796.97 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38936.085938 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38936.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38967.351562 Penalty: 1825.450684
	Iteration 2Q: 3 clusters Score -38967.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38998.636719 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -38998.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38999.980469 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -38999.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38999.980469 Penalty: 1825.450684
	Iteration 5F: 3 clusters Score -38999.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (91565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Entering Unmasked Estep 
Score: -12230596.000000 Penalty: 1856.530762
	Iteration 0F: 2 clusters Score -1.22306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -12183750.000000 Penalty: 3713.061523
	Iteration 0F: 3 clusters Score -1.218375e+07 nChanged 43799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -12209892.000000 Penalty: 3713.061523
	Iteration 1F: 3 clusters Score -1.220989e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -12211592.000000 Penalty: 3713.061523
	Iteration 2Q: 3 clusters Score -1.221159e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -12214250.000000 Penalty: 3713.061523
	Iteration 3F: 3 clusters Score -1.221425e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -12218197.000000 Penalty: 3713.061523
	Iteration 4F: 3 clusters Score -1.22182e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -12223490.000000 Penalty: 3713.061523
	Iteration 5F: 3 clusters Score -1.222349e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -12229292.000000 Penalty: 3713.061523
	Iteration 6F: 3 clusters Score -1.222929e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -12233085.000000 Penalty: 3713.061523
	Iteration 7F: 3 clusters Score -1.223308e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -12234640.000000 Penalty: 3713.061523
	Iteration 8Q: 3 clusters Score -1.223464e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -12235494.000000 Penalty: 3713.061523
	Iteration 9Q: 3 clusters Score -1.223549e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -12236164.000000 Penalty: 3713.061523
	Iteration 10Q: 3 clusters Score -1.223616e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -12236695.000000 Penalty: 3713.061523
	Iteration 11Q: 3 clusters Score -1.22367e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -12237157.000000 Penalty: 3713.061523
	Iteration 12Q: 3 clusters Score -1.223716e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -12237570.000000 Penalty: 3713.061523
	Iteration 13Q: 3 clusters Score -1.223757e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -12237929.000000 Penalty: 3713.061523
	Iteration 14Q: 3 clusters Score -1.223793e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -12238166.000000 Penalty: 3713.061523
	Iteration 15Q: 3 clusters Score -1.223817e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -12238351.000000 Penalty: 3713.061523
	Iteration 16Q: 3 clusters Score -1.223835e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -12238465.000000 Penalty: 3713.061523
	Iteration 17Q: 3 clusters Score -1.223846e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -12238575.000000 Penalty: 3713.061523
	Iteration 18Q: 3 clusters Score -1.223858e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -12238656.000000 Penalty: 3713.061523
	Iteration 19Q: 3 clusters Score -1.223866e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -12238676.000000 Penalty: 3713.061523
	Iteration 20F: 3 clusters Score -1.223868e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -12238719.000000 Penalty: 3713.061523
	Iteration 21Q: 3 clusters Score -1.223872e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -12238731.000000 Penalty: 3713.061523
	Iteration 22Q: 3 clusters Score -1.223873e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -12238711.000000 Penalty: 3713.061523
	Iteration 23Q: 3 clusters Score -1.223871e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -12238736.000000 Penalty: 3713.061523
	Iteration 24Q: 3 clusters Score -1.223874e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -12238790.000000 Penalty: 3713.061523
	Iteration 25Q: 3 clusters Score -1.223879e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -12238826.000000 Penalty: 3713.061523
	Iteration 26Q: 3 clusters Score -1.223883e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -12238821.000000 Penalty: 3713.061523
	Iteration 27Q: 3 clusters Score -1.223882e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -12238837.000000 Penalty: 3713.061523
	Iteration 28Q: 3 clusters Score -1.223884e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -12238819.000000 Penalty: 3713.061523
	Iteration 29Q: 3 clusters Score -1.223882e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -12238800.000000 Penalty: 3713.061523
	Iteration 30Q: 3 clusters Score -1.22388e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -12238803.000000 Penalty: 3713.061523
	Iteration 31Q: 3 clusters Score -1.22388e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -12238804.000000 Penalty: 3713.061523
	Iteration 32Q: 3 clusters Score -1.22388e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12238794.000000 Penalty: 3713.061523
	Iteration 33Q: 3 clusters Score -1.223879e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -12238772.000000 Penalty: 3713.061523
	Iteration 34Q: 3 clusters Score -1.223877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -12238759.000000 Penalty: 3713.061523
	Iteration 35Q: 3 clusters Score -1.223876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -12238766.000000 Penalty: 3713.061523
	Iteration 36Q: 3 clusters Score -1.223877e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -12238760.000000 Penalty: 3713.061523
	Iteration 37Q: 3 clusters Score -1.223876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -12238765.000000 Penalty: 3713.061523
	Iteration 38Q: 3 clusters Score -1.223876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -12238748.000000 Penalty: 3713.061523
	Iteration 39Q: 3 clusters Score -1.223875e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -12238758.000000 Penalty: 3713.061523
	Iteration 40F: 3 clusters Score -1.223876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -12238760.000000 Penalty: 3713.061523
	Iteration 41Q: 3 clusters Score -1.223876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -12238754.000000 Penalty: 3713.061523
	Iteration 42Q: 3 clusters Score -1.223875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -12238761.000000 Penalty: 3713.061523
	Iteration 43Q: 3 clusters Score -1.223876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -12238755.000000 Penalty: 3713.061523
	Iteration 44Q: 3 clusters Score -1.223876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -12238741.000000 Penalty: 3713.061523
	Iteration 45Q: 3 clusters Score -1.223874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12238717.000000 Penalty: 3713.061523
	Iteration 46Q: 3 clusters Score -1.223872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -12238734.000000 Penalty: 3713.061523
	Iteration 47Q: 3 clusters Score -1.223873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -12238748.000000 Penalty: 3713.061523
	Iteration 48Q: 3 clusters Score -1.223875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -12238734.000000 Penalty: 3713.061523
	Iteration 49Q: 3 clusters Score -1.223873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -12238733.000000 Penalty: 3713.061523
	Iteration 50Q: 3 clusters Score -1.223873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -12238726.000000 Penalty: 3713.061523
	Iteration 51Q: 3 clusters Score -1.223873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12238732.000000 Penalty: 3713.061523
	Iteration 52Q: 3 clusters Score -1.223873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -12238749.000000 Penalty: 3713.061523
	Iteration 53Q: 3 clusters Score -1.223875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12238763.000000 Penalty: 3713.061523
	Iteration 54Q: 3 clusters Score -1.223876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -12238757.000000 Penalty: 3713.061523
	Iteration 55Q: 3 clusters Score -1.223876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -12238752.000000 Penalty: 3713.061523
	Iteration 56Q: 3 clusters Score -1.223875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -12238749.000000 Penalty: 3713.061523
	Iteration 57Q: 3 clusters Score -1.223875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -12238755.000000 Penalty: 3713.061523
	Iteration 58Q: 3 clusters Score -1.223876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -12238757.000000 Penalty: 3713.061523
	Iteration 59Q: 3 clusters Score -1.223876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12238750.000000 Penalty: 3713.061523
	Iteration 60F: 3 clusters Score -1.223875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -12238758.000000 Penalty: 3713.061523
	Iteration 61Q: 3 clusters Score -1.223876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -12238753.000000 Penalty: 3713.061523
	Iteration 62Q: 3 clusters Score -1.223875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12238756.000000 Penalty: 3713.061523
	Iteration 63Q: 3 clusters Score -1.223876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12238756.000000 Penalty: 3713.061523
	Iteration 64F: 3 clusters Score -1.223876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 42291 members 
Mstep: Class 50 contains 49274 members 
Entering Unmasked Estep 
Score: -85957792.000000 Penalty: 108896.726562
Splitting cluster 49 changes total score from -85950272.000000 to -85957792.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60039 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67855 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29823 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 28842 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55698 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 86096 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55747 members 
Mstep: Class 45 contains 5145 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 42291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961800.000000 Penalty: 108896.726562
Iteration 239Q: 51 clusters Score -8.59618e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 12219 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10195 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 59435 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10579 members 
Mstep: Class 19 contains 54943 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67853 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29836 members 
Mstep: Class 27 contains 1796 members 
Mstep: Class 28 contains 2278 members 
Mstep: Class 29 contains 28916 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2318 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54659 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3439 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20242 members 
Mstep: Class 41 contains 86732 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54104 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 45976 members 
Mstep: Class 50 contains 47766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964520.000000 Penalty: 108896.726562
Iteration 240F: 51 clusters Score -8.596452e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 5 contains 12171 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10184 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 15685 members 
Mstep: Class 14 contains 58426 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10498 members 
Mstep: Class 19 contains 54192 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67783 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29812 members 
Mstep: Class 27 contains 1797 members 
Mstep: Class 28 contains 2277 members 
Mstep: Class 29 contains 28971 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2326 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53027 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20236 members 
Mstep: Class 41 contains 86674 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52988 members 
Mstep: Class 45 contains 5095 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 48190 members 
Mstep: Class 50 contains 50453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966952.000000 Penalty: 108896.726562
Iteration 241Q: 51 clusters Score -8.596695e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8660 members 
Mstep: Class 5 contains 12100 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 15655 members 
Mstep: Class 14 contains 57518 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10420 members 
Mstep: Class 19 contains 53071 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67710 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29820 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 28955 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2330 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51538 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3425 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20242 members 
Mstep: Class 41 contains 86411 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52304 members 
Mstep: Class 45 contains 5060 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 50691 members 
Mstep: Class 50 contains 52766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85969400.000000 Penalty: 108896.726562
Iteration 242Q: 51 clusters Score -8.59694e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8658 members 
Mstep: Class 5 contains 12048 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 56643 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 51441 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67615 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29816 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 28911 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2330 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50194 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20229 members 
Mstep: Class 41 contains 86028 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51487 members 
Mstep: Class 45 contains 5051 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 53551 members 
Mstep: Class 50 contains 55321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85971488.000000 Penalty: 108896.726562
Iteration 243Q: 51 clusters Score -8.597149e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8661 members 
Mstep: Class 5 contains 11982 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 4287 members 
Mstep: Class 13 contains 15588 members 
Mstep: Class 14 contains 55772 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 49244 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67533 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29837 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 28857 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2327 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49065 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3413 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20229 members 
Mstep: Class 41 contains 85566 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50716 members 
Mstep: Class 45 contains 5067 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 56771 members 
Mstep: Class 50 contains 57842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973568.000000 Penalty: 108896.726562
Iteration 244Q: 51 clusters Score -8.597357e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8647 members 
Mstep: Class 5 contains 11915 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 54945 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 46641 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67444 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29869 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2268 members 
Mstep: Class 29 contains 28783 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2326 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48132 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3408 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 20243 members 
Mstep: Class 41 contains 85113 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50056 members 
Mstep: Class 45 contains 5117 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60222 members 
Mstep: Class 50 contains 60140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85974256.000000 Penalty: 108896.726562
Iteration 245Q: 51 clusters Score -8.597426e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 15558 members 
Mstep: Class 14 contains 54063 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10101 members 
Mstep: Class 19 contains 44190 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67340 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29929 members 
Mstep: Class 27 contains 1909 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2327 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47284 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20276 members 
Mstep: Class 41 contains 84571 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49064 members 
Mstep: Class 45 contains 5237 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63966 members 
Mstep: Class 50 contains 62269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975352.000000 Penalty: 108896.726562
Iteration 246Q: 51 clusters Score -8.597535e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8606 members 
Mstep: Class 5 contains 11727 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 15548 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 10024 members 
Mstep: Class 19 contains 41820 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67201 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 28618 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2334 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46526 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3403 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20297 members 
Mstep: Class 41 contains 83933 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 47807 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67968 members 
Mstep: Class 50 contains 64498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85976448.000000 Penalty: 108896.726562
Iteration 247Q: 51 clusters Score -8.597645e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8598 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 15512 members 
Mstep: Class 14 contains 51970 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 39649 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67053 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1975 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 28499 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2337 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45828 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3396 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20329 members 
Mstep: Class 41 contains 83221 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 46371 members 
Mstep: Class 45 contains 5491 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 72111 members 
Mstep: Class 50 contains 66738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975752.000000 Penalty: 108896.726562
Iteration 248Q: 51 clusters Score -8.597575e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 11559 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10185 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 14 contains 50886 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 37454 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66905 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 29969 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 28332 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2337 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45260 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3395 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20349 members 
Mstep: Class 41 contains 82511 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 45036 members 
Mstep: Class 45 contains 5570 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76030 members 
Mstep: Class 50 contains 68975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975168.000000 Penalty: 108896.726562
Iteration 249Q: 51 clusters Score -8.597517e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8596 members 
Mstep: Class 5 contains 11452 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10194 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 15474 members 
Mstep: Class 14 contains 49871 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9820 members 
Mstep: Class 19 contains 35413 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66762 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30005 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 28173 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2342 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 44725 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20371 members 
Mstep: Class 41 contains 81970 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 44013 members 
Mstep: Class 45 contains 5650 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79402 members 
Mstep: Class 50 contains 71008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973936.000000 Penalty: 108896.726562
Iteration 250Q: 51 clusters Score -8.597394e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8591 members 
Mstep: Class 5 contains 11391 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 15461 members 
Mstep: Class 14 contains 48979 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 33584 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66660 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30052 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 28001 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2343 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 44317 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3383 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20403 members 
Mstep: Class 41 contains 81510 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 43201 members 
Mstep: Class 45 contains 5708 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82332 members 
Mstep: Class 50 contains 72658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85972304.000000 Penalty: 108896.726562
Iteration 251Q: 51 clusters Score -8.59723e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10186 members 
Mstep: Class 12 contains 4578 members 
Mstep: Class 13 contains 15441 members 
Mstep: Class 14 contains 48422 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9693 members 
Mstep: Class 19 contains 32075 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66582 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30097 members 
Mstep: Class 27 contains 2091 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 27770 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 44309 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3378 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20437 members 
Mstep: Class 41 contains 81315 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 42477 members 
Mstep: Class 45 contains 5761 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84243 members 
Mstep: Class 50 contains 73950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85970304.000000 Penalty: 108896.726562
Iteration 252Q: 51 clusters Score -8.59703e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 48059 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9642 members 
Mstep: Class 19 contains 30855 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66549 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30146 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 27588 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 44495 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20459 members 
Mstep: Class 41 contains 81326 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41916 members 
Mstep: Class 45 contains 5807 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85462 members 
Mstep: Class 50 contains 74829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968784.000000 Penalty: 108896.726562
Iteration 253Q: 51 clusters Score -8.596878e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8575 members 
Mstep: Class 5 contains 11241 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 4744 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 47828 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66536 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 2102 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 27420 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 44772 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3363 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20484 members 
Mstep: Class 41 contains 81484 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41590 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86059 members 
Mstep: Class 50 contains 75480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968024.000000 Penalty: 108896.726562
Iteration 254Q: 51 clusters Score -8.596802e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 11215 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 47686 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 29056 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66545 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30225 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 2250 members 
Mstep: Class 29 contains 27246 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2353 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45032 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3362 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20508 members 
Mstep: Class 41 contains 81730 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41457 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86339 members 
Mstep: Class 50 contains 75823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967568.000000 Penalty: 108896.726562
Iteration 255Q: 51 clusters Score -8.596757e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8593 members 
Mstep: Class 5 contains 11196 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 15321 members 
Mstep: Class 14 contains 47647 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9511 members 
Mstep: Class 19 contains 28413 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66559 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30256 members 
Mstep: Class 27 contains 2121 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 27095 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2358 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45340 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3359 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20524 members 
Mstep: Class 41 contains 82004 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41392 members 
Mstep: Class 45 contains 5906 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86395 members 
Mstep: Class 50 contains 75987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967376.000000 Penalty: 108896.726562
Iteration 256Q: 51 clusters Score -8.596738e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8607 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 15286 members 
Mstep: Class 14 contains 47656 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9481 members 
Mstep: Class 19 contains 27810 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66576 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 26963 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45637 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3355 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20526 members 
Mstep: Class 41 contains 82229 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41372 members 
Mstep: Class 45 contains 5934 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86472 members 
Mstep: Class 50 contains 76022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966856.000000 Penalty: 108896.726562
Iteration 257Q: 51 clusters Score -8.596686e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8608 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10185 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 47679 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9459 members 
Mstep: Class 19 contains 27352 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66594 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30316 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 26851 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2368 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 45898 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3353 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20525 members 
Mstep: Class 41 contains 82499 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41440 members 
Mstep: Class 45 contains 5957 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86471 members 
Mstep: Class 50 contains 75907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966624.000000 Penalty: 108896.726562
Iteration 258Q: 51 clusters Score -8.596662e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8612 members 
Mstep: Class 5 contains 11136 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 15210 members 
Mstep: Class 14 contains 47709 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9442 members 
Mstep: Class 19 contains 26960 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66617 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 26769 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2373 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46111 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20521 members 
Mstep: Class 41 contains 82728 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41511 members 
Mstep: Class 45 contains 5989 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86564 members 
Mstep: Class 50 contains 75674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966640.000000 Penalty: 108896.726562
Iteration 259Q: 51 clusters Score -8.596664e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 11122 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 15174 members 
Mstep: Class 14 contains 47743 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66614 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30356 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 26683 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2379 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46301 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3346 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20521 members 
Mstep: Class 41 contains 82985 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41619 members 
Mstep: Class 45 contains 6028 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86647 members 
Mstep: Class 50 contains 75358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85967616.000000 Penalty: 108896.726562
Iteration 260F: 51 clusters Score -8.596762e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 5 contains 11100 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 47729 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 24876 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66603 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30364 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 26602 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46453 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3340 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20528 members 
Mstep: Class 41 contains 83146 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41096 members 
Mstep: Class 45 contains 6056 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87501 members 
Mstep: Class 50 contains 76489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85965832.000000 Penalty: 108896.726562
Iteration 261Q: 51 clusters Score -8.596583e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8634 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10175 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 47860 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9405 members 
Mstep: Class 19 contains 23320 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66627 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30393 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 26542 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46695 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3330 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20533 members 
Mstep: Class 41 contains 83378 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 40752 members 
Mstep: Class 45 contains 6083 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87897 members 
Mstep: Class 50 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964432.000000 Penalty: 108896.726562
Iteration 262Q: 51 clusters Score -8.596443e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8648 members 
Mstep: Class 5 contains 11106 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 48052 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 21797 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66668 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30419 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 26476 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 46952 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3324 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1781 members 
Mstep: Class 40 contains 20543 members 
Mstep: Class 41 contains 83600 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 40647 members 
Mstep: Class 45 contains 6100 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 88093 members 
Mstep: Class 50 contains 78023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963832.000000 Penalty: 108896.726562
Iteration 263Q: 51 clusters Score -8.596383e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9388 members 
Mstep: Class 19 contains 20472 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66717 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30431 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 2210 members 
Mstep: Class 29 contains 26416 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2387 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47169 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20552 members 
Mstep: Class 41 contains 83820 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 40700 members 
Mstep: Class 45 contains 6111 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 88204 members 
Mstep: Class 50 contains 78447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963592.000000 Penalty: 108896.726562
Iteration 264Q: 51 clusters Score -8.596359e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 48523 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9377 members 
Mstep: Class 19 contains 19200 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66772 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30449 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 26358 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47360 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20561 members 
Mstep: Class 41 contains 84055 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 40929 members 
Mstep: Class 45 contains 6118 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 88170 members 
Mstep: Class 50 contains 78781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963176.000000 Penalty: 108896.726562
Iteration 265Q: 51 clusters Score -8.596318e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10185 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 48795 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9364 members 
Mstep: Class 19 contains 18042 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66817 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30479 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 2203 members 
Mstep: Class 29 contains 26296 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47560 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20577 members 
Mstep: Class 41 contains 84278 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41274 members 
Mstep: Class 45 contains 6122 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 88053 members 
Mstep: Class 50 contains 78966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962736.000000 Penalty: 108896.726562
Iteration 266Q: 51 clusters Score -8.596274e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10189 members 
Mstep: Class 12 contains 5684 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 49063 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9351 members 
Mstep: Class 19 contains 16948 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66852 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30498 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 26265 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47741 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3319 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20585 members 
Mstep: Class 41 contains 84497 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 41671 members 
Mstep: Class 45 contains 6129 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87988 members 
Mstep: Class 50 contains 78994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962120.000000 Penalty: 108896.726562
Iteration 267Q: 51 clusters Score -8.596212e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 49352 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9344 members 
Mstep: Class 19 contains 15990 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66889 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30512 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 2199 members 
Mstep: Class 29 contains 26222 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2387 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 47916 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3313 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20573 members 
Mstep: Class 41 contains 84744 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 42153 members 
Mstep: Class 45 contains 6135 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87906 members 
Mstep: Class 50 contains 78817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961744.000000 Penalty: 108896.726562
Iteration 268Q: 51 clusters Score -8.596174e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8705 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10189 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 49650 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 19 contains 15051 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66950 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30511 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 26177 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48120 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3308 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20570 members 
Mstep: Class 41 contains 85000 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 42700 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87837 members 
Mstep: Class 50 contains 78492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961736.000000 Penalty: 108896.726562
Iteration 269Q: 51 clusters Score -8.596174e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10187 members 
Mstep: Class 12 contains 5860 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 49961 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9320 members 
Mstep: Class 19 contains 14227 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30518 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 26127 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48319 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3308 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20570 members 
Mstep: Class 41 contains 85196 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 43321 members 
Mstep: Class 45 contains 6159 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87735 members 
Mstep: Class 50 contains 78054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961776.000000 Penalty: 108896.726562
Iteration 270Q: 51 clusters Score -8.596178e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 14872 members 
Mstep: Class 14 contains 50250 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 13459 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67013 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30521 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 26098 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48464 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20565 members 
Mstep: Class 41 contains 85376 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 44074 members 
Mstep: Class 45 contains 6187 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87668 members 
Mstep: Class 50 contains 77461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961704.000000 Penalty: 108896.726562
Iteration 271Q: 51 clusters Score -8.59617e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8692 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10178 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 50532 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 12766 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67051 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30532 members 
Mstep: Class 27 contains 2199 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 26071 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48609 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3293 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20562 members 
Mstep: Class 41 contains 85529 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 44881 members 
Mstep: Class 45 contains 6211 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87602 members 
Mstep: Class 50 contains 76769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961512.000000 Penalty: 108896.726562
Iteration 272Q: 51 clusters Score -8.596151e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 14861 members 
Mstep: Class 14 contains 50795 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9297 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67088 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30544 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 26055 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48727 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3282 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20570 members 
Mstep: Class 41 contains 85677 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 45785 members 
Mstep: Class 45 contains 6226 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87478 members 
Mstep: Class 50 contains 75996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961288.000000 Penalty: 108896.726562
Iteration 273Q: 51 clusters Score -8.596129e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10178 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 14853 members 
Mstep: Class 14 contains 51081 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9290 members 
Mstep: Class 19 contains 11559 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67133 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30551 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 26034 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48804 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3273 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20571 members 
Mstep: Class 41 contains 85834 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 46752 members 
Mstep: Class 45 contains 6228 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87338 members 
Mstep: Class 50 contains 75180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961120.000000 Penalty: 108896.726562
Iteration 274Q: 51 clusters Score -8.596112e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10179 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 51363 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9286 members 
Mstep: Class 19 contains 11021 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67164 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30548 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 26023 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48889 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20573 members 
Mstep: Class 41 contains 85975 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 47695 members 
Mstep: Class 45 contains 6219 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87283 members 
Mstep: Class 50 contains 74293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961264.000000 Penalty: 108896.726562
Iteration 275Q: 51 clusters Score -8.596126e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10176 members 
Mstep: Class 12 contains 6179 members 
Mstep: Class 13 contains 14844 members 
Mstep: Class 14 contains 51644 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67207 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30549 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 26012 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2390 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 48990 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3257 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20566 members 
Mstep: Class 41 contains 86110 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 48625 members 
Mstep: Class 45 contains 6199 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87247 members 
Mstep: Class 50 contains 73371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961032.000000 Penalty: 108896.726562
Iteration 276Q: 51 clusters Score -8.596103e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 51938 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67247 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30547 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 26019 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49110 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3251 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20566 members 
Mstep: Class 41 contains 86195 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49466 members 
Mstep: Class 45 contains 6203 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87237 members 
Mstep: Class 50 contains 72491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961120.000000 Penalty: 108896.726562
Iteration 277Q: 51 clusters Score -8.596112e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8682 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 52246 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9263 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67305 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30570 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 2191 members 
Mstep: Class 29 contains 26011 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49236 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20556 members 
Mstep: Class 41 contains 86294 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50142 members 
Mstep: Class 45 contains 6214 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87344 members 
Mstep: Class 50 contains 71545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960896.000000 Penalty: 108896.726562
Iteration 278Q: 51 clusters Score -8.59609e+07 nChanged 3888
Entering ConstructFrom: 
Score: -85960896.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -96994.945312 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -96994.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95708.734375 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -95708.73 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95952.843750 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -95952.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96040.695312 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -96040.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96086.945312 Penalty: 2165.932861
	Iteration 3F: 3 clusters Score -96086.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96137.820312 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -96137.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96181.585938 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -96181.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96241.976562 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -96241.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96288.671875 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -96288.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96313.328125 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -96313.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96335.234375 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -96335.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96348.664062 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -96348.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96357.976562 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -96357.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96365.335938 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -96365.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96372.882812 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -96372.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96383.460938 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -96383.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96401.820312 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -96401.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96403.851562 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -96403.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96404.875000 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -96404.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96404.875000 Penalty: 2165.932861
	Iteration 18F: 3 clusters Score -96404.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -73536.257812 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -73536.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72385.695312 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -72385.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72575.648438 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -72575.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72649.804688 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -72649.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72696.312500 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -72696.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72734.781250 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -72734.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72770.679688 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -72770.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72837.226562 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -72837.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72892.312500 Penalty: 2088.608643
	Iteration 7F: 3 clusters Score -72892.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72968.101562 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -72968.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73102.351562 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -73102.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73270.859375 Penalty: 2088.608643
	Iteration 10F: 3 clusters Score -73270.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73343.937500 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -73343.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73411.726562 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -73411.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73454.742188 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -73454.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73499.695312 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -73499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73526.242188 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -73526.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73545.117188 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -73545.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73554.765625 Penalty: 2088.608643
	Iteration 17Q: 3 clusters Score -73554.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73559.132812 Penalty: 2088.608643
	Iteration 18Q: 3 clusters Score -73559.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73560.093750 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -73560.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73560.093750 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -73560.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 347 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Mstep: Class 51 contains 271 members 
Entering Unmasked Estep 
Score: -85959352.000000 Penalty: 111074.656250
Splitting cluster 2 changes total score from -85960896.000000 to -85959352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -89906.125000 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -89906.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88684.421875 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -88684.42 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89096.437500 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -89096.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89348.882812 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -89348.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89556.953125 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -89556.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89685.523438 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -89685.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89781.093750 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -89781.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89869.968750 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -89869.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -89923.453125 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -89923.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89940.593750 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -89940.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89943.421875 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -89943.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89943.875000 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -89943.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89947.039062 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -89947.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89959.523438 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -89959.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89959.523438 Penalty: 2154.542969
	Iteration 13F: 3 clusters Score -89959.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Mstep: Class 51 contains 406 members 
Entering Unmasked Estep 
Score: -85959448.000000 Penalty: 111074.656250
Splitting cluster 3 changes total score from -85960896.000000 to -85959448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -1060267.125000 Penalty: 1473.526367
	Iteration 0F: 2 clusters Score -1060267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1053985.750000 Penalty: 2947.052734
	Iteration 0F: 3 clusters Score -1053986 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1056135.875000 Penalty: 2947.052734
	Iteration 1F: 3 clusters Score -1056136 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1056573.000000 Penalty: 2947.052734
	Iteration 2F: 3 clusters Score -1056573 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1057033.375000 Penalty: 2947.052734
	Iteration 3F: 3 clusters Score -1057033 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1057523.625000 Penalty: 2947.052734
	Iteration 4F: 3 clusters Score -1057524 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1058030.125000 Penalty: 2947.052734
	Iteration 5F: 3 clusters Score -1058030 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1058449.125000 Penalty: 2947.052734
	Iteration 6F: 3 clusters Score -1058449 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1058717.000000 Penalty: 2947.052734
	Iteration 7Q: 3 clusters Score -1058717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1058875.875000 Penalty: 2947.052734
	Iteration 8Q: 3 clusters Score -1058876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1058983.875000 Penalty: 2947.052734
	Iteration 9Q: 3 clusters Score -1058984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1059049.625000 Penalty: 2947.052734
	Iteration 10Q: 3 clusters Score -1059050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1059094.375000 Penalty: 2947.052734
	Iteration 11Q: 3 clusters Score -1059094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1059127.250000 Penalty: 2947.052734
	Iteration 12Q: 3 clusters Score -1059127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1059145.125000 Penalty: 2947.052734
	Iteration 13Q: 3 clusters Score -1059145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1059158.375000 Penalty: 2947.052734
	Iteration 14Q: 3 clusters Score -1059158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1059172.375000 Penalty: 2947.052734
	Iteration 15Q: 3 clusters Score -1059172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1059182.250000 Penalty: 2947.052734
	Iteration 16Q: 3 clusters Score -1059182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1059197.875000 Penalty: 2947.052734
	Iteration 17Q: 3 clusters Score -1059198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1059213.000000 Penalty: 2947.052734
	Iteration 18Q: 3 clusters Score -1059213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1059227.375000 Penalty: 2947.052734
	Iteration 19Q: 3 clusters Score -1059227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1059239.125000 Penalty: 2947.052734
	Iteration 20F: 3 clusters Score -1059239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1059253.375000 Penalty: 2947.052734
	Iteration 21Q: 3 clusters Score -1059253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1059267.750000 Penalty: 2947.052734
	Iteration 22Q: 3 clusters Score -1059268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1059288.125000 Penalty: 2947.052734
	Iteration 23Q: 3 clusters Score -1059288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1059306.000000 Penalty: 2947.052734
	Iteration 24Q: 3 clusters Score -1059306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1059315.000000 Penalty: 2947.052734
	Iteration 25Q: 3 clusters Score -1059315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1059327.375000 Penalty: 2947.052734
	Iteration 26Q: 3 clusters Score -1059327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1059333.250000 Penalty: 2947.052734
	Iteration 27Q: 3 clusters Score -1059333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1059335.500000 Penalty: 2947.052734
	Iteration 28Q: 3 clusters Score -1059336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1059337.625000 Penalty: 2947.052734
	Iteration 29Q: 3 clusters Score -1059338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1059341.125000 Penalty: 2947.052734
	Iteration 30Q: 3 clusters Score -1059341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1059342.875000 Penalty: 2947.052734
	Iteration 31Q: 3 clusters Score -1059343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1059343.875000 Penalty: 2947.052734
	Iteration 32Q: 3 clusters Score -1059344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1059344.500000 Penalty: 2947.052734
	Iteration 33Q: 3 clusters Score -1059344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1059344.875000 Penalty: 2947.052734
	Iteration 34Q: 3 clusters Score -1059345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1059344.875000 Penalty: 2947.052734
	Iteration 35F: 3 clusters Score -1059345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1421951.750000 Penalty: 1513.477783
	Iteration 0F: 2 clusters Score -1421952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1414155.125000 Penalty: 3026.955566
	Iteration 0F: 3 clusters Score -1414155 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1416861.625000 Penalty: 3026.955566
	Iteration 1F: 3 clusters Score -1416862 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1417159.625000 Penalty: 3026.955566
	Iteration 2F: 3 clusters Score -1417160 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1417357.750000 Penalty: 3026.955566
	Iteration 3Q: 3 clusters Score -1417358 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1417538.625000 Penalty: 3026.955566
	Iteration 4Q: 3 clusters Score -1417539 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1417741.750000 Penalty: 3026.955566
	Iteration 5Q: 3 clusters Score -1417742 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1417951.500000 Penalty: 3026.955566
	Iteration 6Q: 3 clusters Score -1417952 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1418152.750000 Penalty: 3026.955566
	Iteration 7Q: 3 clusters Score -1418153 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1418388.625000 Penalty: 3026.955566
	Iteration 8Q: 3 clusters Score -1418389 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1418659.000000 Penalty: 3026.955566
	Iteration 9Q: 3 clusters Score -1418659 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1418917.250000 Penalty: 3026.955566
	Iteration 10Q: 3 clusters Score -1418917 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1419161.500000 Penalty: 3026.955566
	Iteration 11Q: 3 clusters Score -1419162 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1419374.625000 Penalty: 3026.955566
	Iteration 12Q: 3 clusters Score -1419375 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1419500.750000 Penalty: 3026.955566
	Iteration 13Q: 3 clusters Score -1419501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1419592.500000 Penalty: 3026.955566
	Iteration 14Q: 3 clusters Score -1419592 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1419655.625000 Penalty: 3026.955566
	Iteration 15Q: 3 clusters Score -1419656 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1419719.625000 Penalty: 3026.955566
	Iteration 16Q: 3 clusters Score -1419720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1419774.750000 Penalty: 3026.955566
	Iteration 17Q: 3 clusters Score -1419775 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1419840.750000 Penalty: 3026.955566
	Iteration 18Q: 3 clusters Score -1419841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1419892.500000 Penalty: 3026.955566
	Iteration 19Q: 3 clusters Score -1419892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1419946.375000 Penalty: 3026.955566
	Iteration 20F: 3 clusters Score -1419946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1419993.375000 Penalty: 3026.955566
	Iteration 21Q: 3 clusters Score -1419993 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1420047.875000 Penalty: 3026.955566
	Iteration 22Q: 3 clusters Score -1420048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1420094.875000 Penalty: 3026.955566
	Iteration 23Q: 3 clusters Score -1420095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1420149.125000 Penalty: 3026.955566
	Iteration 24Q: 3 clusters Score -1420149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1420186.250000 Penalty: 3026.955566
	Iteration 25Q: 3 clusters Score -1420186 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1420227.625000 Penalty: 3026.955566
	Iteration 26Q: 3 clusters Score -1420228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1420262.375000 Penalty: 3026.955566
	Iteration 27Q: 3 clusters Score -1420262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1420297.375000 Penalty: 3026.955566
	Iteration 28Q: 3 clusters Score -1420297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1420329.250000 Penalty: 3026.955566
	Iteration 29Q: 3 clusters Score -1420329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1420363.500000 Penalty: 3026.955566
	Iteration 30Q: 3 clusters Score -1420364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1420403.875000 Penalty: 3026.955566
	Iteration 31Q: 3 clusters Score -1420404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1420433.375000 Penalty: 3026.955566
	Iteration 32Q: 3 clusters Score -1420433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1420466.500000 Penalty: 3026.955566
	Iteration 33Q: 3 clusters Score -1420466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1420486.875000 Penalty: 3026.955566
	Iteration 34Q: 3 clusters Score -1420487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1420507.750000 Penalty: 3026.955566
	Iteration 35Q: 3 clusters Score -1420508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1420521.125000 Penalty: 3026.955566
	Iteration 36Q: 3 clusters Score -1420521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1420532.875000 Penalty: 3026.955566
	Iteration 37Q: 3 clusters Score -1420533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1420547.750000 Penalty: 3026.955566
	Iteration 38Q: 3 clusters Score -1420548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1420558.500000 Penalty: 3026.955566
	Iteration 39Q: 3 clusters Score -1420558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1420568.750000 Penalty: 3026.955566
	Iteration 40F: 3 clusters Score -1420569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1420580.000000 Penalty: 3026.955566
	Iteration 41Q: 3 clusters Score -1420580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1420592.125000 Penalty: 3026.955566
	Iteration 42Q: 3 clusters Score -1420592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1420601.375000 Penalty: 3026.955566
	Iteration 43Q: 3 clusters Score -1420601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1420605.125000 Penalty: 3026.955566
	Iteration 44Q: 3 clusters Score -1420605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1420613.375000 Penalty: 3026.955566
	Iteration 45Q: 3 clusters Score -1420613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1420619.625000 Penalty: 3026.955566
	Iteration 46Q: 3 clusters Score -1420620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1420629.875000 Penalty: 3026.955566
	Iteration 47Q: 3 clusters Score -1420630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1420632.875000 Penalty: 3026.955566
	Iteration 48Q: 3 clusters Score -1420633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1420637.375000 Penalty: 3026.955566
	Iteration 49Q: 3 clusters Score -1420637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1420641.375000 Penalty: 3026.955566
	Iteration 50Q: 3 clusters Score -1420641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1420642.500000 Penalty: 3026.955566
	Iteration 51Q: 3 clusters Score -1420642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1420645.500000 Penalty: 3026.955566
	Iteration 52Q: 3 clusters Score -1420646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1420645.875000 Penalty: 3026.955566
	Iteration 53Q: 3 clusters Score -1420646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1420650.375000 Penalty: 3026.955566
	Iteration 54Q: 3 clusters Score -1420650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1420658.375000 Penalty: 3026.955566
	Iteration 55Q: 3 clusters Score -1420658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1420664.875000 Penalty: 3026.955566
	Iteration 56Q: 3 clusters Score -1420665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1420669.000000 Penalty: 3026.955566
	Iteration 57Q: 3 clusters Score -1420669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1420672.750000 Penalty: 3026.955566
	Iteration 58Q: 3 clusters Score -1420673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1420680.750000 Penalty: 3026.955566
	Iteration 59Q: 3 clusters Score -1420681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1420686.000000 Penalty: 3026.955566
	Iteration 60F: 3 clusters Score -1420686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1420689.000000 Penalty: 3026.955566
	Iteration 61Q: 3 clusters Score -1420689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1420695.375000 Penalty: 3026.955566
	Iteration 62Q: 3 clusters Score -1420695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1420695.625000 Penalty: 3026.955566
	Iteration 63Q: 3 clusters Score -1420696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1420696.625000 Penalty: 3026.955566
	Iteration 64Q: 3 clusters Score -1420697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1420695.000000 Penalty: 3026.955566
	Iteration 65Q: 3 clusters Score -1420695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1420698.125000 Penalty: 3026.955566
	Iteration 66Q: 3 clusters Score -1420698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1420700.000000 Penalty: 3026.955566
	Iteration 67Q: 3 clusters Score -1420700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1420698.625000 Penalty: 3026.955566
	Iteration 68Q: 3 clusters Score -1420699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1420702.250000 Penalty: 3026.955566
	Iteration 69Q: 3 clusters Score -1420702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1420702.125000 Penalty: 3026.955566
	Iteration 70Q: 3 clusters Score -1420702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1420704.750000 Penalty: 3026.955566
	Iteration 71Q: 3 clusters Score -1420705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1420703.875000 Penalty: 3026.955566
	Iteration 72Q: 3 clusters Score -1420704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1420705.000000 Penalty: 3026.955566
	Iteration 73Q: 3 clusters Score -1420705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1420708.125000 Penalty: 3026.955566
	Iteration 74Q: 3 clusters Score -1420708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1420707.875000 Penalty: 3026.955566
	Iteration 75Q: 3 clusters Score -1420708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1420707.625000 Penalty: 3026.955566
	Iteration 76Q: 3 clusters Score -1420708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1420710.000000 Penalty: 3026.955566
	Iteration 77Q: 3 clusters Score -1420710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1420711.500000 Penalty: 3026.955566
	Iteration 78Q: 3 clusters Score -1420712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1420712.625000 Penalty: 3026.955566
	Iteration 79Q: 3 clusters Score -1420713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1420710.750000 Penalty: 3026.955566
	Iteration 80F: 3 clusters Score -1420711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1420711.000000 Penalty: 3026.955566
	Iteration 81Q: 3 clusters Score -1420711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1420710.500000 Penalty: 3026.955566
	Iteration 82Q: 3 clusters Score -1420710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1420711.875000 Penalty: 3026.955566
	Iteration 83Q: 3 clusters Score -1420712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1420711.875000 Penalty: 3026.955566
	Iteration 84F: 3 clusters Score -1420712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -73434.656250 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -73434.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72302.828125 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -72302.83 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72524.687500 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -72524.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72643.781250 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -72643.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72727.796875 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -72727.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72830.742188 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -72830.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72897.140625 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -72897.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72962.875000 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -72962.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72996.656250 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -72996.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73013.187500 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -73013.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73033.570312 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -73033.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73053.148438 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -73053.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73077.296875 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -73077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73102.820312 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -73102.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73120.718750 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -73120.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73137.531250 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -73137.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73149.945312 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -73149.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73157.960938 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -73157.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73169.359375 Penalty: 2088.608643
	Iteration 17Q: 3 clusters Score -73169.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73191.835938 Penalty: 2088.608643
	Iteration 18Q: 3 clusters Score -73191.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73199.125000 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -73199.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73205.742188 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -73205.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73210.289062 Penalty: 2088.608643
	Iteration 21Q: 3 clusters Score -73210.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73210.289062 Penalty: 2088.608643
	Iteration 22F: 3 clusters Score -73210.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20376.359375 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20376.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20448.410156 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20448.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20461.441406 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20461.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20475.462891 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20475.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20489.355469 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -20489.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20489.355469 Penalty: 1659.432373
	Iteration 5F: 3 clusters Score -20489.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44419.191406 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44419.19 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44677.597656 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44677.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44796.167969 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44796.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44838.410156 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -44838.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44861.300781 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44867.496094 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44870.964844 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44870.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44870.964844 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -44870.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63594.285156 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63594.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62458.007812 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62458.01 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62722.359375 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -62722.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62791.636719 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -62791.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62822.378906 Penalty: 2085.437988
	Iteration 3Q: 3 clusters Score -62822.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62838.578125 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -62838.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62845.515625 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -62845.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62857.484375 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -62857.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62889.527344 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -62889.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62932.542969 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -62932.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62976.152344 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -62976.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63076.949219 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -63076.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63163.257812 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -63163.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63258.027344 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -63258.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63313.738281 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -63313.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63337.687500 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -63337.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63355.648438 Penalty: 2085.437988
	Iteration 15Q: 3 clusters Score -63355.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63368.898438 Penalty: 2085.437988
	Iteration 16Q: 3 clusters Score -63368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63375.597656 Penalty: 2085.437988
	Iteration 17Q: 3 clusters Score -63375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63380.167969 Penalty: 2085.437988
	Iteration 18Q: 3 clusters Score -63380.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63388.250000 Penalty: 2085.437988
	Iteration 19Q: 3 clusters Score -63388.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63388.906250 Penalty: 2085.437988
	Iteration 20F: 3 clusters Score -63388.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16622.406250 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16622.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16831.138672 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -16831.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16934.250000 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -16934.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17004.558594 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -17004.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17088.208984 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17088.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17257.083984 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17257.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17320.494141 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17320.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17369.812500 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17369.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17389.128906 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17389.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17401.203125 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17403.281250 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17403.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17421.138672 Penalty: 1934.804077
	Iteration 11F: 3 clusters Score -17421.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17487.919922 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17487.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17655.835938 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -17655.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17718.382812 Penalty: 1934.804077
	Iteration 14Q: 3 clusters Score -17718.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17736.472656 Penalty: 1934.804077
	Iteration 15Q: 3 clusters Score -17736.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17745.660156 Penalty: 1934.804077
	Iteration 16Q: 3 clusters Score -17745.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17759.839844 Penalty: 1934.804077
	Iteration 17Q: 3 clusters Score -17759.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17765.744141 Penalty: 1934.804077
	Iteration 18Q: 3 clusters Score -17765.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17772.480469 Penalty: 1934.804077
	Iteration 19Q: 3 clusters Score -17772.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17775.392578 Penalty: 1934.804077
	Iteration 20F: 3 clusters Score -17775.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17790.367188 Penalty: 1934.804077
	Iteration 21Q: 3 clusters Score -17790.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17809.857422 Penalty: 1934.804077
	Iteration 22Q: 3 clusters Score -17809.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17809.857422 Penalty: 1934.804077
	Iteration 23F: 3 clusters Score -17809.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Mstep: Class 51 contains 120 members 
Entering Unmasked Estep 
Score: -85959672.000000 Penalty: 111074.656250
Splitting cluster 10 changes total score from -85960896.000000 to -85959672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Entering Unmasked Estep 
Score: -1305165.500000 Penalty: 1499.371582
	Iteration 0F: 2 clusters Score -1305166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1297904.000000 Penalty: 2998.743164
	Iteration 0F: 3 clusters Score -1297904 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1300266.500000 Penalty: 2998.743164
	Iteration 1F: 3 clusters Score -1300266 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1300562.000000 Penalty: 2998.743164
	Iteration 2F: 3 clusters Score -1300562 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1300828.000000 Penalty: 2998.743164
	Iteration 3F: 3 clusters Score -1300828 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1301054.750000 Penalty: 2998.743164
	Iteration 4Q: 3 clusters Score -1301055 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1301286.750000 Penalty: 2998.743164
	Iteration 5Q: 3 clusters Score -1301287 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1301569.125000 Penalty: 2998.743164
	Iteration 6Q: 3 clusters Score -1301569 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1301843.125000 Penalty: 2998.743164
	Iteration 7Q: 3 clusters Score -1301843 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1302096.250000 Penalty: 2998.743164
	Iteration 8Q: 3 clusters Score -1302096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1302339.875000 Penalty: 2998.743164
	Iteration 9Q: 3 clusters Score -1302340 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1302548.375000 Penalty: 2998.743164
	Iteration 10Q: 3 clusters Score -1302548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1302708.500000 Penalty: 2998.743164
	Iteration 11Q: 3 clusters Score -1302708 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1302838.750000 Penalty: 2998.743164
	Iteration 12Q: 3 clusters Score -1302839 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1302937.125000 Penalty: 2998.743164
	Iteration 13Q: 3 clusters Score -1302937 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1303021.125000 Penalty: 2998.743164
	Iteration 14Q: 3 clusters Score -1303021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1303094.000000 Penalty: 2998.743164
	Iteration 15Q: 3 clusters Score -1303094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1303173.125000 Penalty: 2998.743164
	Iteration 16Q: 3 clusters Score -1303173 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1303265.000000 Penalty: 2998.743164
	Iteration 17Q: 3 clusters Score -1303265 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1303363.125000 Penalty: 2998.743164
	Iteration 18Q: 3 clusters Score -1303363 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1303510.000000 Penalty: 2998.743164
	Iteration 19Q: 3 clusters Score -1303510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1303682.000000 Penalty: 2998.743164
	Iteration 20F: 3 clusters Score -1303682 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1303842.125000 Penalty: 2998.743164
	Iteration 21Q: 3 clusters Score -1303842 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1304001.625000 Penalty: 2998.743164
	Iteration 22Q: 3 clusters Score -1304002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1304139.500000 Penalty: 2998.743164
	Iteration 23Q: 3 clusters Score -1304140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1304278.500000 Penalty: 2998.743164
	Iteration 24Q: 3 clusters Score -1304278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1304394.250000 Penalty: 2998.743164
	Iteration 25Q: 3 clusters Score -1304394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1304503.500000 Penalty: 2998.743164
	Iteration 26Q: 3 clusters Score -1304504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1304586.250000 Penalty: 2998.743164
	Iteration 27Q: 3 clusters Score -1304586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1304633.500000 Penalty: 2998.743164
	Iteration 28Q: 3 clusters Score -1304634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1304666.000000 Penalty: 2998.743164
	Iteration 29Q: 3 clusters Score -1304666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1304680.750000 Penalty: 2998.743164
	Iteration 30Q: 3 clusters Score -1304681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1304698.625000 Penalty: 2998.743164
	Iteration 31Q: 3 clusters Score -1304699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1304711.875000 Penalty: 2998.743164
	Iteration 32Q: 3 clusters Score -1304712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1304716.250000 Penalty: 2998.743164
	Iteration 33Q: 3 clusters Score -1304716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1304719.750000 Penalty: 2998.743164
	Iteration 34Q: 3 clusters Score -1304720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1304727.250000 Penalty: 2998.743164
	Iteration 35Q: 3 clusters Score -1304727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1304729.125000 Penalty: 2998.743164
	Iteration 36Q: 3 clusters Score -1304729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1304727.625000 Penalty: 2998.743164
	Iteration 37Q: 3 clusters Score -1304728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1304729.500000 Penalty: 2998.743164
	Iteration 38Q: 3 clusters Score -1304730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1304731.875000 Penalty: 2998.743164
	Iteration 39Q: 3 clusters Score -1304732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1304737.250000 Penalty: 2998.743164
	Iteration 40F: 3 clusters Score -1304737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1304738.750000 Penalty: 2998.743164
	Iteration 41Q: 3 clusters Score -1304739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1304738.375000 Penalty: 2998.743164
	Iteration 42Q: 3 clusters Score -1304738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1304738.000000 Penalty: 2998.743164
	Iteration 43Q: 3 clusters Score -1304738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1304738.250000 Penalty: 2998.743164
	Iteration 44Q: 3 clusters Score -1304738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1304738.250000 Penalty: 2998.743164
	Iteration 45F: 3 clusters Score -1304738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -826453.625000 Penalty: 1418.553345
	Iteration 0F: 2 clusters Score -826453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -821738.312500 Penalty: 2837.106689
	Iteration 0F: 3 clusters Score -821738.3 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -823081.937500 Penalty: 2837.106689
	Iteration 1F: 3 clusters Score -823081.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -823244.750000 Penalty: 2837.106689
	Iteration 2F: 3 clusters Score -823244.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -823365.500000 Penalty: 2837.106689
	Iteration 3Q: 3 clusters Score -823365.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -823460.312500 Penalty: 2837.106689
	Iteration 4Q: 3 clusters Score -823460.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -823532.562500 Penalty: 2837.106689
	Iteration 5Q: 3 clusters Score -823532.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -823614.875000 Penalty: 2837.106689
	Iteration 6Q: 3 clusters Score -823614.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -823722.562500 Penalty: 2837.106689
	Iteration 7Q: 3 clusters Score -823722.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -823840.000000 Penalty: 2837.106689
	Iteration 8Q: 3 clusters Score -823840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -823961.437500 Penalty: 2837.106689
	Iteration 9Q: 3 clusters Score -823961.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -824107.500000 Penalty: 2837.106689
	Iteration 10Q: 3 clusters Score -824107.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -824289.312500 Penalty: 2837.106689
	Iteration 11Q: 3 clusters Score -824289.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -824494.000000 Penalty: 2837.106689
	Iteration 12Q: 3 clusters Score -824494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -824646.250000 Penalty: 2837.106689
	Iteration 13Q: 3 clusters Score -824646.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -824757.875000 Penalty: 2837.106689
	Iteration 14Q: 3 clusters Score -824757.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -824834.562500 Penalty: 2837.106689
	Iteration 15Q: 3 clusters Score -824834.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -824900.437500 Penalty: 2837.106689
	Iteration 16Q: 3 clusters Score -824900.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -824940.812500 Penalty: 2837.106689
	Iteration 17Q: 3 clusters Score -824940.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -824971.125000 Penalty: 2837.106689
	Iteration 18Q: 3 clusters Score -824971.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -825005.000000 Penalty: 2837.106689
	Iteration 19Q: 3 clusters Score -825005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -825030.500000 Penalty: 2837.106689
	Iteration 20F: 3 clusters Score -825030.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -825048.812500 Penalty: 2837.106689
	Iteration 21Q: 3 clusters Score -825048.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -825064.437500 Penalty: 2837.106689
	Iteration 22Q: 3 clusters Score -825064.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -825077.687500 Penalty: 2837.106689
	Iteration 23Q: 3 clusters Score -825077.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -825083.625000 Penalty: 2837.106689
	Iteration 24Q: 3 clusters Score -825083.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -825092.750000 Penalty: 2837.106689
	Iteration 25Q: 3 clusters Score -825092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -825102.125000 Penalty: 2837.106689
	Iteration 26Q: 3 clusters Score -825102.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -825107.937500 Penalty: 2837.106689
	Iteration 27Q: 3 clusters Score -825107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -825116.375000 Penalty: 2837.106689
	Iteration 28Q: 3 clusters Score -825116.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -825126.625000 Penalty: 2837.106689
	Iteration 29Q: 3 clusters Score -825126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -825129.750000 Penalty: 2837.106689
	Iteration 30Q: 3 clusters Score -825129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -825137.437500 Penalty: 2837.106689
	Iteration 31Q: 3 clusters Score -825137.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -825139.875000 Penalty: 2837.106689
	Iteration 32Q: 3 clusters Score -825139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -825142.312500 Penalty: 2837.106689
	Iteration 33Q: 3 clusters Score -825142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -825145.562500 Penalty: 2837.106689
	Iteration 34Q: 3 clusters Score -825145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -825146.187500 Penalty: 2837.106689
	Iteration 35Q: 3 clusters Score -825146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -825148.437500 Penalty: 2837.106689
	Iteration 36Q: 3 clusters Score -825148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -825149.687500 Penalty: 2837.106689
	Iteration 37Q: 3 clusters Score -825149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -825151.625000 Penalty: 2837.106689
	Iteration 38Q: 3 clusters Score -825151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -825151.625000 Penalty: 2837.106689
	Iteration 39F: 3 clusters Score -825151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -1925387.125000 Penalty: 1560.573730
	Iteration 0F: 2 clusters Score -1925387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1915127.125000 Penalty: 3121.147461
	Iteration 0F: 3 clusters Score -1915127 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1918592.875000 Penalty: 3121.147461
	Iteration 1F: 3 clusters Score -1918593 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1918878.375000 Penalty: 3121.147461
	Iteration 2F: 3 clusters Score -1918878 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1919086.875000 Penalty: 3121.147461
	Iteration 3Q: 3 clusters Score -1919087 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1919228.875000 Penalty: 3121.147461
	Iteration 4Q: 3 clusters Score -1919229 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1919333.000000 Penalty: 3121.147461
	Iteration 5Q: 3 clusters Score -1919333 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1919432.750000 Penalty: 3121.147461
	Iteration 6Q: 3 clusters Score -1919433 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1919527.250000 Penalty: 3121.147461
	Iteration 7Q: 3 clusters Score -1919527 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1919638.750000 Penalty: 3121.147461
	Iteration 8Q: 3 clusters Score -1919639 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1919768.000000 Penalty: 3121.147461
	Iteration 9Q: 3 clusters Score -1919768 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1919971.625000 Penalty: 3121.147461
	Iteration 10Q: 3 clusters Score -1919972 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1920256.750000 Penalty: 3121.147461
	Iteration 11Q: 3 clusters Score -1920257 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1920623.000000 Penalty: 3121.147461
	Iteration 12Q: 3 clusters Score -1920623 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1921128.000000 Penalty: 3121.147461
	Iteration 13F: 3 clusters Score -1921128 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1921734.750000 Penalty: 3121.147461
	Iteration 14F: 3 clusters Score -1921735 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1922381.625000 Penalty: 3121.147461
	Iteration 15F: 3 clusters Score -1922382 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1922910.000000 Penalty: 3121.147461
	Iteration 16Q: 3 clusters Score -1922910 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1923353.375000 Penalty: 3121.147461
	Iteration 17Q: 3 clusters Score -1923353 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1923616.625000 Penalty: 3121.147461
	Iteration 18Q: 3 clusters Score -1923617 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1923783.250000 Penalty: 3121.147461
	Iteration 19Q: 3 clusters Score -1923783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1923893.375000 Penalty: 3121.147461
	Iteration 20F: 3 clusters Score -1923893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1923938.375000 Penalty: 3121.147461
	Iteration 21Q: 3 clusters Score -1923938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1923961.500000 Penalty: 3121.147461
	Iteration 22Q: 3 clusters Score -1923962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1923993.000000 Penalty: 3121.147461
	Iteration 23Q: 3 clusters Score -1923993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1924016.375000 Penalty: 3121.147461
	Iteration 24Q: 3 clusters Score -1924016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1924026.125000 Penalty: 3121.147461
	Iteration 25Q: 3 clusters Score -1924026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1924043.375000 Penalty: 3121.147461
	Iteration 26Q: 3 clusters Score -1924043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1924054.250000 Penalty: 3121.147461
	Iteration 27Q: 3 clusters Score -1924054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1924061.125000 Penalty: 3121.147461
	Iteration 28Q: 3 clusters Score -1924061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1924068.500000 Penalty: 3121.147461
	Iteration 29Q: 3 clusters Score -1924068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1924076.000000 Penalty: 3121.147461
	Iteration 30Q: 3 clusters Score -1924076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1924079.875000 Penalty: 3121.147461
	Iteration 31Q: 3 clusters Score -1924080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1924082.500000 Penalty: 3121.147461
	Iteration 32Q: 3 clusters Score -1924082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1924086.625000 Penalty: 3121.147461
	Iteration 33Q: 3 clusters Score -1924087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1924097.250000 Penalty: 3121.147461
	Iteration 34Q: 3 clusters Score -1924097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1924098.125000 Penalty: 3121.147461
	Iteration 35Q: 3 clusters Score -1924098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1924104.125000 Penalty: 3121.147461
	Iteration 36Q: 3 clusters Score -1924104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1924110.375000 Penalty: 3121.147461
	Iteration 37Q: 3 clusters Score -1924110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1924115.375000 Penalty: 3121.147461
	Iteration 38Q: 3 clusters Score -1924115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1924117.125000 Penalty: 3121.147461
	Iteration 39Q: 3 clusters Score -1924117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1924118.250000 Penalty: 3121.147461
	Iteration 40F: 3 clusters Score -1924118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1924118.375000 Penalty: 3121.147461
	Iteration 41Q: 3 clusters Score -1924118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1924120.500000 Penalty: 3121.147461
	Iteration 42Q: 3 clusters Score -1924120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1924120.500000 Penalty: 3121.147461
	Iteration 43F: 3 clusters Score -1924120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Entering Unmasked Estep 
Score: -6995876.000000 Penalty: 1766.324951
	Iteration 0F: 2 clusters Score -6995876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6961303.000000 Penalty: 3532.649902
	Iteration 0F: 3 clusters Score -6961303 nChanged 24688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6975274.000000 Penalty: 3532.649902
	Iteration 1F: 3 clusters Score -6975274 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -6975768.000000 Penalty: 3532.649902
	Iteration 2Q: 3 clusters Score -6975768 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -6976209.000000 Penalty: 3532.649902
	Iteration 3Q: 3 clusters Score -6976209 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6976697.500000 Penalty: 3532.649902
	Iteration 4Q: 3 clusters Score -6976698 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6977298.500000 Penalty: 3532.649902
	Iteration 5Q: 3 clusters Score -6977298 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6978227.000000 Penalty: 3532.649902
	Iteration 6Q: 3 clusters Score -6978227 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -6979782.500000 Penalty: 3532.649902
	Iteration 7Q: 3 clusters Score -6979782 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -6981803.000000 Penalty: 3532.649902
	Iteration 8F: 3 clusters Score -6981803 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6983982.500000 Penalty: 3532.649902
	Iteration 9F: 3 clusters Score -6983982 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -6985757.000000 Penalty: 3532.649902
	Iteration 10F: 3 clusters Score -6985757 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6986755.000000 Penalty: 3532.649902
	Iteration 11Q: 3 clusters Score -6986755 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6987316.500000 Penalty: 3532.649902
	Iteration 12Q: 3 clusters Score -6987316 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6987649.000000 Penalty: 3532.649902
	Iteration 13Q: 3 clusters Score -6987649 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6987968.000000 Penalty: 3532.649902
	Iteration 14Q: 3 clusters Score -6987968 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6988272.500000 Penalty: 3532.649902
	Iteration 15Q: 3 clusters Score -6988272 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6988612.000000 Penalty: 3532.649902
	Iteration 16Q: 3 clusters Score -6988612 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6988999.500000 Penalty: 3532.649902
	Iteration 17Q: 3 clusters Score -6989000 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -6989400.000000 Penalty: 3532.649902
	Iteration 18Q: 3 clusters Score -6989400 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6989745.500000 Penalty: 3532.649902
	Iteration 19Q: 3 clusters Score -6989746 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -6990155.000000 Penalty: 3532.649902
	Iteration 20F: 3 clusters Score -6990155 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -6990570.500000 Penalty: 3532.649902
	Iteration 21Q: 3 clusters Score -6990570 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6990964.000000 Penalty: 3532.649902
	Iteration 22Q: 3 clusters Score -6990964 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6991200.500000 Penalty: 3532.649902
	Iteration 23Q: 3 clusters Score -6991200 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6991349.000000 Penalty: 3532.649902
	Iteration 24Q: 3 clusters Score -6991349 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6991473.500000 Penalty: 3532.649902
	Iteration 25Q: 3 clusters Score -6991474 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6991585.500000 Penalty: 3532.649902
	Iteration 26Q: 3 clusters Score -6991586 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -6991664.000000 Penalty: 3532.649902
	Iteration 27Q: 3 clusters Score -6991664 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6991725.000000 Penalty: 3532.649902
	Iteration 28Q: 3 clusters Score -6991725 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6991772.500000 Penalty: 3532.649902
	Iteration 29Q: 3 clusters Score -6991772 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6991780.000000 Penalty: 3532.649902
	Iteration 30Q: 3 clusters Score -6991780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -6991789.500000 Penalty: 3532.649902
	Iteration 31Q: 3 clusters Score -6991790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6991821.000000 Penalty: 3532.649902
	Iteration 32Q: 3 clusters Score -6991821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6991855.500000 Penalty: 3532.649902
	Iteration 33Q: 3 clusters Score -6991856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -6991887.000000 Penalty: 3532.649902
	Iteration 34Q: 3 clusters Score -6991887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -6991900.500000 Penalty: 3532.649902
	Iteration 35Q: 3 clusters Score -6991900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6991911.000000 Penalty: 3532.649902
	Iteration 36Q: 3 clusters Score -6991911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -6991924.000000 Penalty: 3532.649902
	Iteration 37Q: 3 clusters Score -6991924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -6991957.500000 Penalty: 3532.649902
	Iteration 38Q: 3 clusters Score -6991958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6991971.000000 Penalty: 3532.649902
	Iteration 39Q: 3 clusters Score -6991971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -6991985.500000 Penalty: 3532.649902
	Iteration 40F: 3 clusters Score -6991986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -6991997.000000 Penalty: 3532.649902
	Iteration 41Q: 3 clusters Score -6991997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -6992001.500000 Penalty: 3532.649902
	Iteration 42Q: 3 clusters Score -6992002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -6992020.000000 Penalty: 3532.649902
	Iteration 43Q: 3 clusters Score -6992020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -6992034.500000 Penalty: 3532.649902
	Iteration 44Q: 3 clusters Score -6992034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -6992047.000000 Penalty: 3532.649902
	Iteration 45Q: 3 clusters Score -6992047 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -6992047.500000 Penalty: 3532.649902
	Iteration 46Q: 3 clusters Score -6992048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6992060.500000 Penalty: 3532.649902
	Iteration 47Q: 3 clusters Score -6992060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6992083.500000 Penalty: 3532.649902
	Iteration 48Q: 3 clusters Score -6992084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6992100.500000 Penalty: 3532.649902
	Iteration 49Q: 3 clusters Score -6992100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -6992117.500000 Penalty: 3532.649902
	Iteration 50Q: 3 clusters Score -6992118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -6992119.500000 Penalty: 3532.649902
	Iteration 51Q: 3 clusters Score -6992120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6992153.500000 Penalty: 3532.649902
	Iteration 52Q: 3 clusters Score -6992154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6992165.500000 Penalty: 3532.649902
	Iteration 53Q: 3 clusters Score -6992166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6992179.500000 Penalty: 3532.649902
	Iteration 54Q: 3 clusters Score -6992180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6992176.500000 Penalty: 3532.649902
	Iteration 55Q: 3 clusters Score -6992176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6992178.500000 Penalty: 3532.649902
	Iteration 56Q: 3 clusters Score -6992178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6992199.000000 Penalty: 3532.649902
	Iteration 57Q: 3 clusters Score -6992199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6992206.000000 Penalty: 3532.649902
	Iteration 58Q: 3 clusters Score -6992206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6992205.500000 Penalty: 3532.649902
	Iteration 59Q: 3 clusters Score -6992206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6992240.000000 Penalty: 3532.649902
	Iteration 60F: 3 clusters Score -6992240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6992254.500000 Penalty: 3532.649902
	Iteration 61Q: 3 clusters Score -6992254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6992294.000000 Penalty: 3532.649902
	Iteration 62Q: 3 clusters Score -6992294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6992303.500000 Penalty: 3532.649902
	Iteration 63Q: 3 clusters Score -6992304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6992299.000000 Penalty: 3532.649902
	Iteration 64Q: 3 clusters Score -6992299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -6992311.500000 Penalty: 3532.649902
	Iteration 65Q: 3 clusters Score -6992312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -6992313.000000 Penalty: 3532.649902
	Iteration 66Q: 3 clusters Score -6992313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -6992317.000000 Penalty: 3532.649902
	Iteration 67Q: 3 clusters Score -6992317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -6992343.000000 Penalty: 3532.649902
	Iteration 68Q: 3 clusters Score -6992343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -6992350.000000 Penalty: 3532.649902
	Iteration 69Q: 3 clusters Score -6992350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6992356.000000 Penalty: 3532.649902
	Iteration 70Q: 3 clusters Score -6992356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -6992365.000000 Penalty: 3532.649902
	Iteration 71Q: 3 clusters Score -6992365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -6992372.000000 Penalty: 3532.649902
	Iteration 72Q: 3 clusters Score -6992372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -6992387.000000 Penalty: 3532.649902
	Iteration 73Q: 3 clusters Score -6992387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -6992400.500000 Penalty: 3532.649902
	Iteration 74Q: 3 clusters Score -6992400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -6992391.000000 Penalty: 3532.649902
	Iteration 75Q: 3 clusters Score -6992391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -6992406.500000 Penalty: 3532.649902
	Iteration 76Q: 3 clusters Score -6992406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -6992413.000000 Penalty: 3532.649902
	Iteration 77Q: 3 clusters Score -6992413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -6992434.500000 Penalty: 3532.649902
	Iteration 78Q: 3 clusters Score -6992434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -6992442.500000 Penalty: 3532.649902
	Iteration 79Q: 3 clusters Score -6992442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -6992449.500000 Penalty: 3532.649902
	Iteration 80F: 3 clusters Score -6992450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6992454.500000 Penalty: 3532.649902
	Iteration 81Q: 3 clusters Score -6992454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6992469.500000 Penalty: 3532.649902
	Iteration 82Q: 3 clusters Score -6992470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -6992460.500000 Penalty: 3532.649902
	Iteration 83Q: 3 clusters Score -6992460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6992470.500000 Penalty: 3532.649902
	Iteration 84Q: 3 clusters Score -6992470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6992483.500000 Penalty: 3532.649902
	Iteration 85Q: 3 clusters Score -6992484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -6992476.500000 Penalty: 3532.649902
	Iteration 86Q: 3 clusters Score -6992476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -6992480.500000 Penalty: 3532.649902
	Iteration 87Q: 3 clusters Score -6992480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6992488.000000 Penalty: 3532.649902
	Iteration 88Q: 3 clusters Score -6992488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6992485.500000 Penalty: 3532.649902
	Iteration 89Q: 3 clusters Score -6992486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -6992492.000000 Penalty: 3532.649902
	Iteration 90Q: 3 clusters Score -6992492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6992505.500000 Penalty: 3532.649902
	Iteration 91Q: 3 clusters Score -6992506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6992519.500000 Penalty: 3532.649902
	Iteration 92Q: 3 clusters Score -6992520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -6992517.500000 Penalty: 3532.649902
	Iteration 93Q: 3 clusters Score -6992518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6992532.500000 Penalty: 3532.649902
	Iteration 94Q: 3 clusters Score -6992532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -6992546.000000 Penalty: 3532.649902
	Iteration 95Q: 3 clusters Score -6992546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -6992566.000000 Penalty: 3532.649902
	Iteration 96Q: 3 clusters Score -6992566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -6992571.500000 Penalty: 3532.649902
	Iteration 97Q: 3 clusters Score -6992572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -6992582.500000 Penalty: 3532.649902
	Iteration 98Q: 3 clusters Score -6992582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -6992587.000000 Penalty: 3532.649902
	Iteration 99Q: 3 clusters Score -6992587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -6992591.500000 Penalty: 3532.649902
	Iteration 100F: 3 clusters Score -6992592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6992605.000000 Penalty: 3532.649902
	Iteration 101Q: 3 clusters Score -6992605 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -6992616.500000 Penalty: 3532.649902
	Iteration 102Q: 3 clusters Score -6992616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -6992633.000000 Penalty: 3532.649902
	Iteration 103Q: 3 clusters Score -6992633 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6992659.000000 Penalty: 3532.649902
	Iteration 104Q: 3 clusters Score -6992659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -6992672.000000 Penalty: 3532.649902
	Iteration 105Q: 3 clusters Score -6992672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -6992672.000000 Penalty: 3532.649902
	Iteration 106Q: 3 clusters Score -6992672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -6992695.500000 Penalty: 3532.649902
	Iteration 107Q: 3 clusters Score -6992696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -6992711.000000 Penalty: 3532.649902
	Iteration 108Q: 3 clusters Score -6992711 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -6992719.500000 Penalty: 3532.649902
	Iteration 109Q: 3 clusters Score -6992720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -6992709.500000 Penalty: 3532.649902
	Iteration 110Q: 3 clusters Score -6992710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -6992729.000000 Penalty: 3532.649902
	Iteration 111Q: 3 clusters Score -6992729 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6992745.000000 Penalty: 3532.649902
	Iteration 112Q: 3 clusters Score -6992745 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -6992748.500000 Penalty: 3532.649902
	Iteration 113Q: 3 clusters Score -6992748 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -6992774.000000 Penalty: 3532.649902
	Iteration 114Q: 3 clusters Score -6992774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -6992803.500000 Penalty: 3532.649902
	Iteration 115Q: 3 clusters Score -6992804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6992829.500000 Penalty: 3532.649902
	Iteration 116Q: 3 clusters Score -6992830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -6992846.500000 Penalty: 3532.649902
	Iteration 117Q: 3 clusters Score -6992846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -6992863.000000 Penalty: 3532.649902
	Iteration 118Q: 3 clusters Score -6992863 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -6992870.500000 Penalty: 3532.649902
	Iteration 119Q: 3 clusters Score -6992870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6992885.500000 Penalty: 3532.649902
	Iteration 120F: 3 clusters Score -6992886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -6992892.000000 Penalty: 3532.649902
	Iteration 121Q: 3 clusters Score -6992892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -6992906.500000 Penalty: 3532.649902
	Iteration 122Q: 3 clusters Score -6992906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6992909.500000 Penalty: 3532.649902
	Iteration 123Q: 3 clusters Score -6992910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -6992923.000000 Penalty: 3532.649902
	Iteration 124Q: 3 clusters Score -6992923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -6992931.000000 Penalty: 3532.649902
	Iteration 125Q: 3 clusters Score -6992931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -6992938.000000 Penalty: 3532.649902
	Iteration 126Q: 3 clusters Score -6992938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -6992941.500000 Penalty: 3532.649902
	Iteration 127Q: 3 clusters Score -6992942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -6992971.000000 Penalty: 3532.649902
	Iteration 128Q: 3 clusters Score -6992971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -6992988.000000 Penalty: 3532.649902
	Iteration 129Q: 3 clusters Score -6992988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -6993016.500000 Penalty: 3532.649902
	Iteration 130Q: 3 clusters Score -6993016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -6993031.000000 Penalty: 3532.649902
	Iteration 131Q: 3 clusters Score -6993031 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6993045.500000 Penalty: 3532.649902
	Iteration 132Q: 3 clusters Score -6993046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -6993084.500000 Penalty: 3532.649902
	Iteration 133Q: 3 clusters Score -6993084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -6993108.000000 Penalty: 3532.649902
	Iteration 134Q: 3 clusters Score -6993108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -6993131.500000 Penalty: 3532.649902
	Iteration 135Q: 3 clusters Score -6993132 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6993150.500000 Penalty: 3532.649902
	Iteration 136Q: 3 clusters Score -6993150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6993207.500000 Penalty: 3532.649902
	Iteration 137Q: 3 clusters Score -6993208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -6993201.500000 Penalty: 3532.649902
	Iteration 138Q: 3 clusters Score -6993202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -6993194.000000 Penalty: 3532.649902
	Iteration 139Q: 3 clusters Score -6993194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -6993229.000000 Penalty: 3532.649902
	Iteration 140F: 3 clusters Score -6993229 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -6993232.000000 Penalty: 3532.649902
	Iteration 141Q: 3 clusters Score -6993232 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -6993264.500000 Penalty: 3532.649902
	Iteration 142Q: 3 clusters Score -6993264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -6993306.000000 Penalty: 3532.649902
	Iteration 143Q: 3 clusters Score -6993306 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -6993336.500000 Penalty: 3532.649902
	Iteration 144Q: 3 clusters Score -6993336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6993369.500000 Penalty: 3532.649902
	Iteration 145Q: 3 clusters Score -6993370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -6993403.000000 Penalty: 3532.649902
	Iteration 146Q: 3 clusters Score -6993403 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -6993412.500000 Penalty: 3532.649902
	Iteration 147Q: 3 clusters Score -6993412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -6993444.000000 Penalty: 3532.649902
	Iteration 148Q: 3 clusters Score -6993444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6993449.500000 Penalty: 3532.649902
	Iteration 149Q: 3 clusters Score -6993450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6993503.500000 Penalty: 3532.649902
	Iteration 150Q: 3 clusters Score -6993504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -6993576.500000 Penalty: 3532.649902
	Iteration 151Q: 3 clusters Score -6993576 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6993612.500000 Penalty: 3532.649902
	Iteration 152Q: 3 clusters Score -6993612 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -6993635.500000 Penalty: 3532.649902
	Iteration 153Q: 3 clusters Score -6993636 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6993705.500000 Penalty: 3532.649902
	Iteration 154Q: 3 clusters Score -6993706 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6993784.000000 Penalty: 3532.649902
	Iteration 155Q: 3 clusters Score -6993784 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6993846.000000 Penalty: 3532.649902
	Iteration 156Q: 3 clusters Score -6993846 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -6993901.500000 Penalty: 3532.649902
	Iteration 157Q: 3 clusters Score -6993902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6993978.500000 Penalty: 3532.649902
	Iteration 158Q: 3 clusters Score -6993978 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6994027.000000 Penalty: 3532.649902
	Iteration 159Q: 3 clusters Score -6994027 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6994106.000000 Penalty: 3532.649902
	Iteration 160F: 3 clusters Score -6994106 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -6994175.000000 Penalty: 3532.649902
	Iteration 161Q: 3 clusters Score -6994175 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6994268.500000 Penalty: 3532.649902
	Iteration 162Q: 3 clusters Score -6994268 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -6994345.000000 Penalty: 3532.649902
	Iteration 163Q: 3 clusters Score -6994345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -6994421.000000 Penalty: 3532.649902
	Iteration 164Q: 3 clusters Score -6994421 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6994474.500000 Penalty: 3532.649902
	Iteration 165Q: 3 clusters Score -6994474 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -6994512.000000 Penalty: 3532.649902
	Iteration 166Q: 3 clusters Score -6994512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -6994549.000000 Penalty: 3532.649902
	Iteration 167Q: 3 clusters Score -6994549 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6994593.000000 Penalty: 3532.649902
	Iteration 168Q: 3 clusters Score -6994593 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6994625.500000 Penalty: 3532.649902
	Iteration 169Q: 3 clusters Score -6994626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6994693.500000 Penalty: 3532.649902
	Iteration 170Q: 3 clusters Score -6994694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -6994736.000000 Penalty: 3532.649902
	Iteration 171Q: 3 clusters Score -6994736 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -6994756.000000 Penalty: 3532.649902
	Iteration 172Q: 3 clusters Score -6994756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -6994784.000000 Penalty: 3532.649902
	Iteration 173Q: 3 clusters Score -6994784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6994793.500000 Penalty: 3532.649902
	Iteration 174Q: 3 clusters Score -6994794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6994809.000000 Penalty: 3532.649902
	Iteration 175Q: 3 clusters Score -6994809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6994845.500000 Penalty: 3532.649902
	Iteration 176Q: 3 clusters Score -6994846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6994863.000000 Penalty: 3532.649902
	Iteration 177Q: 3 clusters Score -6994863 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -6994871.000000 Penalty: 3532.649902
	Iteration 178Q: 3 clusters Score -6994871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6994883.000000 Penalty: 3532.649902
	Iteration 179Q: 3 clusters Score -6994883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6994878.500000 Penalty: 3532.649902
	Iteration 180F: 3 clusters Score -6994878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6994859.000000 Penalty: 3532.649902
	Iteration 181Q: 3 clusters Score -6994859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6994872.000000 Penalty: 3532.649902
	Iteration 182Q: 3 clusters Score -6994872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6994873.500000 Penalty: 3532.649902
	Iteration 183Q: 3 clusters Score -6994874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -6994870.000000 Penalty: 3532.649902
	Iteration 184Q: 3 clusters Score -6994870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -6994885.000000 Penalty: 3532.649902
	Iteration 185Q: 3 clusters Score -6994885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -6994882.500000 Penalty: 3532.649902
	Iteration 186Q: 3 clusters Score -6994882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6994893.000000 Penalty: 3532.649902
	Iteration 187Q: 3 clusters Score -6994893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -6994893.000000 Penalty: 3532.649902
	Iteration 188Q: 3 clusters Score -6994893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -6994893.500000 Penalty: 3532.649902
	Iteration 189Q: 3 clusters Score -6994894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -6994890.000000 Penalty: 3532.649902
	Iteration 190Q: 3 clusters Score -6994890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -6994882.000000 Penalty: 3532.649902
	Iteration 191Q: 3 clusters Score -6994882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6994886.000000 Penalty: 3532.649902
	Iteration 192Q: 3 clusters Score -6994886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6994878.500000 Penalty: 3532.649902
	Iteration 193Q: 3 clusters Score -6994878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -6994883.500000 Penalty: 3532.649902
	Iteration 194Q: 3 clusters Score -6994884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6994884.500000 Penalty: 3532.649902
	Iteration 195Q: 3 clusters Score -6994884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6994885.000000 Penalty: 3532.649902
	Iteration 196Q: 3 clusters Score -6994885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6994886.000000 Penalty: 3532.649902
	Iteration 197Q: 3 clusters Score -6994886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6994889.000000 Penalty: 3532.649902
	Iteration 198Q: 3 clusters Score -6994889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6994888.000000 Penalty: 3532.649902
	Iteration 199Q: 3 clusters Score -6994888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -6994883.500000 Penalty: 3532.649902
	Iteration 200F: 3 clusters Score -6994884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6994887.000000 Penalty: 3532.649902
	Iteration 201Q: 3 clusters Score -6994887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6994884.500000 Penalty: 3532.649902
	Iteration 202Q: 3 clusters Score -6994884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6994882.500000 Penalty: 3532.649902
	Iteration 203Q: 3 clusters Score -6994882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6994887.000000 Penalty: 3532.649902
	Iteration 204Q: 3 clusters Score -6994887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -6994883.000000 Penalty: 3532.649902
	Iteration 205Q: 3 clusters Score -6994883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6994883.000000 Penalty: 3532.649902
	Iteration 206Q: 3 clusters Score -6994883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6994880.000000 Penalty: 3532.649902
	Iteration 207Q: 3 clusters Score -6994880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6994875.000000 Penalty: 3532.649902
	Iteration 208Q: 3 clusters Score -6994875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6994876.500000 Penalty: 3532.649902
	Iteration 209Q: 3 clusters Score -6994876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -6994875.500000 Penalty: 3532.649902
	Iteration 210Q: 3 clusters Score -6994876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6994872.000000 Penalty: 3532.649902
	Iteration 211Q: 3 clusters Score -6994872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6994870.500000 Penalty: 3532.649902
	Iteration 212Q: 3 clusters Score -6994870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -6994871.000000 Penalty: 3532.649902
	Iteration 213Q: 3 clusters Score -6994871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6994875.000000 Penalty: 3532.649902
	Iteration 214Q: 3 clusters Score -6994875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -6994871.000000 Penalty: 3532.649902
	Iteration 215Q: 3 clusters Score -6994871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6994870.000000 Penalty: 3532.649902
	Iteration 216Q: 3 clusters Score -6994870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6994871.500000 Penalty: 3532.649902
	Iteration 217Q: 3 clusters Score -6994872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6994870.000000 Penalty: 3532.649902
	Iteration 218Q: 3 clusters Score -6994870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6994879.500000 Penalty: 3532.649902
	Iteration 219Q: 3 clusters Score -6994880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6994881.000000 Penalty: 3532.649902
	Iteration 220F: 3 clusters Score -6994881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -6994887.000000 Penalty: 3532.649902
	Iteration 221Q: 3 clusters Score -6994887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6994881.000000 Penalty: 3532.649902
	Iteration 222Q: 3 clusters Score -6994881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -6994879.500000 Penalty: 3532.649902
	Iteration 223Q: 3 clusters Score -6994880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6994884.500000 Penalty: 3532.649902
	Iteration 224Q: 3 clusters Score -6994884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6994874.500000 Penalty: 3532.649902
	Iteration 225Q: 3 clusters Score -6994874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -6994880.500000 Penalty: 3532.649902
	Iteration 226Q: 3 clusters Score -6994880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6994879.000000 Penalty: 3532.649902
	Iteration 227Q: 3 clusters Score -6994879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6994879.500000 Penalty: 3532.649902
	Iteration 228Q: 3 clusters Score -6994880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6994879.000000 Penalty: 3532.649902
	Iteration 229Q: 3 clusters Score -6994879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6994879.500000 Penalty: 3532.649902
	Iteration 230Q: 3 clusters Score -6994880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6994877.500000 Penalty: 3532.649902
	Iteration 231Q: 3 clusters Score -6994878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -6994877.000000 Penalty: 3532.649902
	Iteration 232Q: 3 clusters Score -6994877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -6994871.500000 Penalty: 3532.649902
	Iteration 233Q: 3 clusters Score -6994872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6994873.500000 Penalty: 3532.649902
	Iteration 234Q: 3 clusters Score -6994874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6994873.500000 Penalty: 3532.649902
	Iteration 235F: 3 clusters Score -6994874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49061.351562 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49061.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48090.105469 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48090.11 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48441.601562 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48441.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48632.835938 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -48632.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48748.136719 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -48748.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48801.046875 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -48801.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48849.230469 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -48849.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48882.183594 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -48882.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48891.925781 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -48891.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48896.332031 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -48896.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48898.417969 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -48898.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48898.417969 Penalty: 1981.874146
	Iteration 10F: 3 clusters Score -48898.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27973.171875 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -27973.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28118.101562 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28185.851562 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28185.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28244.048828 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -28244.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28276.080078 Penalty: 1823.078369
	Iteration 4F: 3 clusters Score -28276.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28294.615234 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28294.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28311.330078 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -28311.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28312.513672 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -28312.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28313.220703 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -28313.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28313.220703 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -28313.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12823.735352 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12823.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12889.524414 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12889.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12923.370117 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -12923.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12934.023438 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12934.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12936.947266 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12936.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12939.990234 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -12939.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12946.230469 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -12946.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12946.230469 Penalty: 1703.567749
	Iteration 7F: 3 clusters Score -12946.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -1207991.125000 Penalty: 1484.064209
	Iteration 0F: 2 clusters Score -1207991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1201286.625000 Penalty: 2968.128418
	Iteration 0F: 3 clusters Score -1201287 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1203502.750000 Penalty: 2968.128418
	Iteration 1F: 3 clusters Score -1203503 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1203797.000000 Penalty: 2968.128418
	Iteration 2F: 3 clusters Score -1203797 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1204094.625000 Penalty: 2968.128418
	Iteration 3F: 3 clusters Score -1204095 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1204351.125000 Penalty: 2968.128418
	Iteration 4F: 3 clusters Score -1204351 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1204593.000000 Penalty: 2968.128418
	Iteration 5Q: 3 clusters Score -1204593 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1204818.875000 Penalty: 2968.128418
	Iteration 6Q: 3 clusters Score -1204819 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1205090.125000 Penalty: 2968.128418
	Iteration 7Q: 3 clusters Score -1205090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1205431.250000 Penalty: 2968.128418
	Iteration 8Q: 3 clusters Score -1205431 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1205794.250000 Penalty: 2968.128418
	Iteration 9F: 3 clusters Score -1205794 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1206079.750000 Penalty: 2968.128418
	Iteration 10Q: 3 clusters Score -1206080 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1206229.000000 Penalty: 2968.128418
	Iteration 11Q: 3 clusters Score -1206229 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1206318.500000 Penalty: 2968.128418
	Iteration 12Q: 3 clusters Score -1206318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1206368.500000 Penalty: 2968.128418
	Iteration 13Q: 3 clusters Score -1206368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1206398.125000 Penalty: 2968.128418
	Iteration 14Q: 3 clusters Score -1206398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1206414.625000 Penalty: 2968.128418
	Iteration 15Q: 3 clusters Score -1206415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1206425.750000 Penalty: 2968.128418
	Iteration 16Q: 3 clusters Score -1206426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1206433.625000 Penalty: 2968.128418
	Iteration 17Q: 3 clusters Score -1206434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1206434.250000 Penalty: 2968.128418
	Iteration 18Q: 3 clusters Score -1206434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1206437.375000 Penalty: 2968.128418
	Iteration 19Q: 3 clusters Score -1206437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1206442.125000 Penalty: 2968.128418
	Iteration 20F: 3 clusters Score -1206442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1206441.500000 Penalty: 2968.128418
	Iteration 21Q: 3 clusters Score -1206442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1206444.000000 Penalty: 2968.128418
	Iteration 22Q: 3 clusters Score -1206444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1206445.500000 Penalty: 2968.128418
	Iteration 23Q: 3 clusters Score -1206446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1206446.500000 Penalty: 2968.128418
	Iteration 24Q: 3 clusters Score -1206446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1206447.375000 Penalty: 2968.128418
	Iteration 25Q: 3 clusters Score -1206447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1206444.500000 Penalty: 2968.128418
	Iteration 26Q: 3 clusters Score -1206444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1206449.875000 Penalty: 2968.128418
	Iteration 27Q: 3 clusters Score -1206450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1206450.125000 Penalty: 2968.128418
	Iteration 28Q: 3 clusters Score -1206450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1206452.125000 Penalty: 2968.128418
	Iteration 29Q: 3 clusters Score -1206452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1206454.875000 Penalty: 2968.128418
	Iteration 30Q: 3 clusters Score -1206455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1206454.500000 Penalty: 2968.128418
	Iteration 31Q: 3 clusters Score -1206454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1206457.000000 Penalty: 2968.128418
	Iteration 32Q: 3 clusters Score -1206457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1206459.875000 Penalty: 2968.128418
	Iteration 33Q: 3 clusters Score -1206460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1206462.250000 Penalty: 2968.128418
	Iteration 34Q: 3 clusters Score -1206462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1206463.625000 Penalty: 2968.128418
	Iteration 35Q: 3 clusters Score -1206464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1206462.750000 Penalty: 2968.128418
	Iteration 36Q: 3 clusters Score -1206463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1206462.500000 Penalty: 2968.128418
	Iteration 37Q: 3 clusters Score -1206462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1206461.750000 Penalty: 2968.128418
	Iteration 38Q: 3 clusters Score -1206462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1206462.500000 Penalty: 2968.128418
	Iteration 39Q: 3 clusters Score -1206462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1206459.500000 Penalty: 2968.128418
	Iteration 40F: 3 clusters Score -1206460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1206462.750000 Penalty: 2968.128418
	Iteration 41Q: 3 clusters Score -1206463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1206464.750000 Penalty: 2968.128418
	Iteration 42Q: 3 clusters Score -1206465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1206466.250000 Penalty: 2968.128418
	Iteration 43Q: 3 clusters Score -1206466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1206466.000000 Penalty: 2968.128418
	Iteration 44Q: 3 clusters Score -1206466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1206466.500000 Penalty: 2968.128418
	Iteration 45Q: 3 clusters Score -1206466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1206467.750000 Penalty: 2968.128418
	Iteration 46Q: 3 clusters Score -1206468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1206466.125000 Penalty: 2968.128418
	Iteration 47Q: 3 clusters Score -1206466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1206466.625000 Penalty: 2968.128418
	Iteration 48Q: 3 clusters Score -1206467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1206470.375000 Penalty: 2968.128418
	Iteration 49Q: 3 clusters Score -1206470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1206467.250000 Penalty: 2968.128418
	Iteration 50Q: 3 clusters Score -1206467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1206466.250000 Penalty: 2968.128418
	Iteration 51Q: 3 clusters Score -1206466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1206468.250000 Penalty: 2968.128418
	Iteration 52Q: 3 clusters Score -1206468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1206467.000000 Penalty: 2968.128418
	Iteration 53Q: 3 clusters Score -1206467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1206467.000000 Penalty: 2968.128418
	Iteration 54Q: 3 clusters Score -1206467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1206468.250000 Penalty: 2968.128418
	Iteration 55Q: 3 clusters Score -1206468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1206468.250000 Penalty: 2968.128418
	Iteration 56Q: 3 clusters Score -1206468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1206468.125000 Penalty: 2968.128418
	Iteration 57Q: 3 clusters Score -1206468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1206471.500000 Penalty: 2968.128418
	Iteration 58Q: 3 clusters Score -1206472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1206471.375000 Penalty: 2968.128418
	Iteration 59Q: 3 clusters Score -1206471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1206472.500000 Penalty: 2968.128418
	Iteration 60F: 3 clusters Score -1206472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1206473.500000 Penalty: 2968.128418
	Iteration 61Q: 3 clusters Score -1206474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1206476.125000 Penalty: 2968.128418
	Iteration 62Q: 3 clusters Score -1206476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1206476.875000 Penalty: 2968.128418
	Iteration 63Q: 3 clusters Score -1206477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1206474.375000 Penalty: 2968.128418
	Iteration 64Q: 3 clusters Score -1206474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1206473.750000 Penalty: 2968.128418
	Iteration 65Q: 3 clusters Score -1206474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1206478.250000 Penalty: 2968.128418
	Iteration 66Q: 3 clusters Score -1206478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1206479.250000 Penalty: 2968.128418
	Iteration 67Q: 3 clusters Score -1206479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1206481.500000 Penalty: 2968.128418
	Iteration 68Q: 3 clusters Score -1206482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1206479.375000 Penalty: 2968.128418
	Iteration 69Q: 3 clusters Score -1206479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1206481.750000 Penalty: 2968.128418
	Iteration 70Q: 3 clusters Score -1206482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1206481.750000 Penalty: 2968.128418
	Iteration 71Q: 3 clusters Score -1206482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1206483.375000 Penalty: 2968.128418
	Iteration 72Q: 3 clusters Score -1206483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1206484.375000 Penalty: 2968.128418
	Iteration 73Q: 3 clusters Score -1206484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1206483.125000 Penalty: 2968.128418
	Iteration 74Q: 3 clusters Score -1206483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1206485.750000 Penalty: 2968.128418
	Iteration 75Q: 3 clusters Score -1206486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1206485.375000 Penalty: 2968.128418
	Iteration 76Q: 3 clusters Score -1206485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1206488.750000 Penalty: 2968.128418
	Iteration 77Q: 3 clusters Score -1206489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1206489.750000 Penalty: 2968.128418
	Iteration 78Q: 3 clusters Score -1206490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1206490.250000 Penalty: 2968.128418
	Iteration 79Q: 3 clusters Score -1206490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1206486.625000 Penalty: 2968.128418
	Iteration 80F: 3 clusters Score -1206487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1206490.250000 Penalty: 2968.128418
	Iteration 81Q: 3 clusters Score -1206490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1206489.750000 Penalty: 2968.128418
	Iteration 82Q: 3 clusters Score -1206490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1206493.500000 Penalty: 2968.128418
	Iteration 83Q: 3 clusters Score -1206494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1206493.500000 Penalty: 2968.128418
	Iteration 84Q: 3 clusters Score -1206494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1206495.875000 Penalty: 2968.128418
	Iteration 85Q: 3 clusters Score -1206496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1206499.000000 Penalty: 2968.128418
	Iteration 86Q: 3 clusters Score -1206499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1206499.875000 Penalty: 2968.128418
	Iteration 87Q: 3 clusters Score -1206500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1206500.875000 Penalty: 2968.128418
	Iteration 88Q: 3 clusters Score -1206501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1206503.625000 Penalty: 2968.128418
	Iteration 89Q: 3 clusters Score -1206504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1206502.375000 Penalty: 2968.128418
	Iteration 90Q: 3 clusters Score -1206502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1206503.000000 Penalty: 2968.128418
	Iteration 91Q: 3 clusters Score -1206503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1206505.375000 Penalty: 2968.128418
	Iteration 92Q: 3 clusters Score -1206505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1206505.750000 Penalty: 2968.128418
	Iteration 93Q: 3 clusters Score -1206506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1206508.500000 Penalty: 2968.128418
	Iteration 94Q: 3 clusters Score -1206508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1206506.000000 Penalty: 2968.128418
	Iteration 95Q: 3 clusters Score -1206506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1206507.375000 Penalty: 2968.128418
	Iteration 96Q: 3 clusters Score -1206507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1206508.875000 Penalty: 2968.128418
	Iteration 97Q: 3 clusters Score -1206509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1206508.500000 Penalty: 2968.128418
	Iteration 98Q: 3 clusters Score -1206508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1206511.250000 Penalty: 2968.128418
	Iteration 99Q: 3 clusters Score -1206511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1206511.750000 Penalty: 2968.128418
	Iteration 100F: 3 clusters Score -1206512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1206512.000000 Penalty: 2968.128418
	Iteration 101Q: 3 clusters Score -1206512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1206513.875000 Penalty: 2968.128418
	Iteration 102Q: 3 clusters Score -1206514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1206515.500000 Penalty: 2968.128418
	Iteration 103Q: 3 clusters Score -1206516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1206514.625000 Penalty: 2968.128418
	Iteration 104Q: 3 clusters Score -1206515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1206514.000000 Penalty: 2968.128418
	Iteration 105Q: 3 clusters Score -1206514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1206514.875000 Penalty: 2968.128418
	Iteration 106Q: 3 clusters Score -1206515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1206515.875000 Penalty: 2968.128418
	Iteration 107Q: 3 clusters Score -1206516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1206517.750000 Penalty: 2968.128418
	Iteration 108Q: 3 clusters Score -1206518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1206517.750000 Penalty: 2968.128418
	Iteration 109F: 3 clusters Score -1206518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Entering Unmasked Estep 
Score: -1230545.000000 Penalty: 1483.906128
	Iteration 0F: 2 clusters Score -1230545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1223860.500000 Penalty: 2967.812256
	Iteration 0F: 3 clusters Score -1223860 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1225945.250000 Penalty: 2967.812256
	Iteration 1F: 3 clusters Score -1225945 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1226182.500000 Penalty: 2967.812256
	Iteration 2F: 3 clusters Score -1226182 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1226358.875000 Penalty: 2967.812256
	Iteration 3Q: 3 clusters Score -1226359 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1226491.500000 Penalty: 2967.812256
	Iteration 4Q: 3 clusters Score -1226492 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1226606.625000 Penalty: 2967.812256
	Iteration 5Q: 3 clusters Score -1226607 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1226737.375000 Penalty: 2967.812256
	Iteration 6Q: 3 clusters Score -1226737 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1226904.875000 Penalty: 2967.812256
	Iteration 7Q: 3 clusters Score -1226905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1227098.000000 Penalty: 2967.812256
	Iteration 8Q: 3 clusters Score -1227098 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1227356.625000 Penalty: 2967.812256
	Iteration 9Q: 3 clusters Score -1227357 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1227638.750000 Penalty: 2967.812256
	Iteration 10Q: 3 clusters Score -1227639 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1227984.250000 Penalty: 2967.812256
	Iteration 11Q: 3 clusters Score -1227984 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1228307.625000 Penalty: 2967.812256
	Iteration 12Q: 3 clusters Score -1228308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1228546.750000 Penalty: 2967.812256
	Iteration 13Q: 3 clusters Score -1228547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1228754.625000 Penalty: 2967.812256
	Iteration 14Q: 3 clusters Score -1228755 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1228899.000000 Penalty: 2967.812256
	Iteration 15Q: 3 clusters Score -1228899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1228989.000000 Penalty: 2967.812256
	Iteration 16Q: 3 clusters Score -1228989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1229057.125000 Penalty: 2967.812256
	Iteration 17Q: 3 clusters Score -1229057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1229112.125000 Penalty: 2967.812256
	Iteration 18Q: 3 clusters Score -1229112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1229152.250000 Penalty: 2967.812256
	Iteration 19Q: 3 clusters Score -1229152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1229182.000000 Penalty: 2967.812256
	Iteration 20F: 3 clusters Score -1229182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1229200.000000 Penalty: 2967.812256
	Iteration 21Q: 3 clusters Score -1229200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1229216.625000 Penalty: 2967.812256
	Iteration 22Q: 3 clusters Score -1229217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1229222.750000 Penalty: 2967.812256
	Iteration 23Q: 3 clusters Score -1229223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1229229.125000 Penalty: 2967.812256
	Iteration 24Q: 3 clusters Score -1229229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1229233.250000 Penalty: 2967.812256
	Iteration 25Q: 3 clusters Score -1229233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1229239.125000 Penalty: 2967.812256
	Iteration 26Q: 3 clusters Score -1229239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1229242.000000 Penalty: 2967.812256
	Iteration 27Q: 3 clusters Score -1229242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1229243.500000 Penalty: 2967.812256
	Iteration 28Q: 3 clusters Score -1229244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1229250.625000 Penalty: 2967.812256
	Iteration 29Q: 3 clusters Score -1229251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1229252.625000 Penalty: 2967.812256
	Iteration 30Q: 3 clusters Score -1229253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1229255.750000 Penalty: 2967.812256
	Iteration 31Q: 3 clusters Score -1229256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1229258.125000 Penalty: 2967.812256
	Iteration 32Q: 3 clusters Score -1229258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1229256.375000 Penalty: 2967.812256
	Iteration 33Q: 3 clusters Score -1229256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1229259.000000 Penalty: 2967.812256
	Iteration 34Q: 3 clusters Score -1229259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1229259.750000 Penalty: 2967.812256
	Iteration 35Q: 3 clusters Score -1229260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1229259.250000 Penalty: 2967.812256
	Iteration 36Q: 3 clusters Score -1229259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1229259.250000 Penalty: 2967.812256
	Iteration 37F: 3 clusters Score -1229259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -652020.312500 Penalty: 1384.465820
	Iteration 0F: 2 clusters Score -652020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -648055.875000 Penalty: 2768.931641
	Iteration 0F: 3 clusters Score -648055.9 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -649107.187500 Penalty: 2768.931641
	Iteration 1F: 3 clusters Score -649107.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -649317.250000 Penalty: 2768.931641
	Iteration 2F: 3 clusters Score -649317.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -649470.937500 Penalty: 2768.931641
	Iteration 3F: 3 clusters Score -649470.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -649592.625000 Penalty: 2768.931641
	Iteration 4Q: 3 clusters Score -649592.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -649748.062500 Penalty: 2768.931641
	Iteration 5Q: 3 clusters Score -649748.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -649906.562500 Penalty: 2768.931641
	Iteration 6Q: 3 clusters Score -649906.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -650070.062500 Penalty: 2768.931641
	Iteration 7Q: 3 clusters Score -650070.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -650238.812500 Penalty: 2768.931641
	Iteration 8Q: 3 clusters Score -650238.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -650393.562500 Penalty: 2768.931641
	Iteration 9Q: 3 clusters Score -650393.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -650524.625000 Penalty: 2768.931641
	Iteration 10Q: 3 clusters Score -650524.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -650637.000000 Penalty: 2768.931641
	Iteration 11Q: 3 clusters Score -650637 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -650715.687500 Penalty: 2768.931641
	Iteration 12Q: 3 clusters Score -650715.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -650773.062500 Penalty: 2768.931641
	Iteration 13Q: 3 clusters Score -650773.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -650817.250000 Penalty: 2768.931641
	Iteration 14Q: 3 clusters Score -650817.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -650855.687500 Penalty: 2768.931641
	Iteration 15Q: 3 clusters Score -650855.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -650882.125000 Penalty: 2768.931641
	Iteration 16Q: 3 clusters Score -650882.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -650903.750000 Penalty: 2768.931641
	Iteration 17Q: 3 clusters Score -650903.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -650921.437500 Penalty: 2768.931641
	Iteration 18Q: 3 clusters Score -650921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -650943.812500 Penalty: 2768.931641
	Iteration 19Q: 3 clusters Score -650943.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -650962.812500 Penalty: 2768.931641
	Iteration 20F: 3 clusters Score -650962.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -650974.250000 Penalty: 2768.931641
	Iteration 21Q: 3 clusters Score -650974.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -650985.937500 Penalty: 2768.931641
	Iteration 22Q: 3 clusters Score -650985.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -650998.625000 Penalty: 2768.931641
	Iteration 23Q: 3 clusters Score -650998.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -651008.812500 Penalty: 2768.931641
	Iteration 24Q: 3 clusters Score -651008.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -651013.437500 Penalty: 2768.931641
	Iteration 25Q: 3 clusters Score -651013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -651020.312500 Penalty: 2768.931641
	Iteration 26Q: 3 clusters Score -651020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -651023.187500 Penalty: 2768.931641
	Iteration 27Q: 3 clusters Score -651023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -651027.437500 Penalty: 2768.931641
	Iteration 28Q: 3 clusters Score -651027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -651031.125000 Penalty: 2768.931641
	Iteration 29Q: 3 clusters Score -651031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -651033.750000 Penalty: 2768.931641
	Iteration 30Q: 3 clusters Score -651033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -651036.125000 Penalty: 2768.931641
	Iteration 31Q: 3 clusters Score -651036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -651039.625000 Penalty: 2768.931641
	Iteration 32Q: 3 clusters Score -651039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -651043.750000 Penalty: 2768.931641
	Iteration 33Q: 3 clusters Score -651043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -651045.312500 Penalty: 2768.931641
	Iteration 34Q: 3 clusters Score -651045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -651046.062500 Penalty: 2768.931641
	Iteration 35Q: 3 clusters Score -651046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -651046.750000 Penalty: 2768.931641
	Iteration 36Q: 3 clusters Score -651046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -651048.562500 Penalty: 2768.931641
	Iteration 37Q: 3 clusters Score -651048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -651049.312500 Penalty: 2768.931641
	Iteration 38Q: 3 clusters Score -651049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -651050.750000 Penalty: 2768.931641
	Iteration 39Q: 3 clusters Score -651050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -651052.312500 Penalty: 2768.931641
	Iteration 40F: 3 clusters Score -651052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68421.234375 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68421.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68512.945312 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68512.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68544.531250 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -68544.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68558.546875 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68558.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68573.804688 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68573.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68607.210938 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68607.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68643.625000 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68643.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -68704.851562 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68704.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -68743.992188 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68743.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -68784.515625 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -68784.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -68824.171875 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -68824.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -68848.398438 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -68848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68859.375000 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -68859.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68860.500000 Penalty: 1931.409912
	Iteration 13F: 3 clusters Score -68860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68874.132812 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -68874.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68875.398438 Penalty: 1931.409912
	Iteration 15Q: 3 clusters Score -68875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68879.625000 Penalty: 1931.409912
	Iteration 16Q: 3 clusters Score -68879.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68880.367188 Penalty: 1931.409912
	Iteration 17Q: 3 clusters Score -68880.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -68880.367188 Penalty: 1931.409912
	Iteration 18F: 3 clusters Score -68880.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Entering Unmasked Estep 
Score: -8899297.000000 Penalty: 1806.636475
	Iteration 0F: 2 clusters Score -8899297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8857186.000000 Penalty: 3613.272949
	Iteration 0F: 3 clusters Score -8857186 nChanged 31871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -8875420.000000 Penalty: 3613.272949
	Iteration 1F: 3 clusters Score -8875420 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -8876231.000000 Penalty: 3613.272949
	Iteration 2Q: 3 clusters Score -8876231 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -8877350.000000 Penalty: 3613.272949
	Iteration 3Q: 3 clusters Score -8877350 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -8878877.000000 Penalty: 3613.272949
	Iteration 4F: 3 clusters Score -8878877 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8881045.000000 Penalty: 3613.272949
	Iteration 5F: 3 clusters Score -8881045 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -8884039.000000 Penalty: 3613.272949
	Iteration 6F: 3 clusters Score -8884039 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -8887478.000000 Penalty: 3613.272949
	Iteration 7F: 3 clusters Score -8887478 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -8890794.000000 Penalty: 3613.272949
	Iteration 8F: 3 clusters Score -8890794 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -8893549.000000 Penalty: 3613.272949
	Iteration 9F: 3 clusters Score -8893549 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -8895506.000000 Penalty: 3613.272949
	Iteration 10Q: 3 clusters Score -8895506 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -8896648.000000 Penalty: 3613.272949
	Iteration 11Q: 3 clusters Score -8896648 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -8897204.000000 Penalty: 3613.272949
	Iteration 12Q: 3 clusters Score -8897204 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -8897418.000000 Penalty: 3613.272949
	Iteration 13Q: 3 clusters Score -8897418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -8897543.000000 Penalty: 3613.272949
	Iteration 14Q: 3 clusters Score -8897543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8897642.000000 Penalty: 3613.272949
	Iteration 15Q: 3 clusters Score -8897642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8897713.000000 Penalty: 3613.272949
	Iteration 16Q: 3 clusters Score -8897713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -8897754.000000 Penalty: 3613.272949
	Iteration 17Q: 3 clusters Score -8897754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -8897779.000000 Penalty: 3613.272949
	Iteration 18Q: 3 clusters Score -8897779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -8897789.000000 Penalty: 3613.272949
	Iteration 19Q: 3 clusters Score -8897789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8897794.000000 Penalty: 3613.272949
	Iteration 20F: 3 clusters Score -8897794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8897791.000000 Penalty: 3613.272949
	Iteration 21Q: 3 clusters Score -8897791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -8897793.000000 Penalty: 3613.272949
	Iteration 22Q: 3 clusters Score -8897793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -8897796.000000 Penalty: 3613.272949
	Iteration 23Q: 3 clusters Score -8897796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -8897795.000000 Penalty: 3613.272949
	Iteration 24Q: 3 clusters Score -8897795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -8897801.000000 Penalty: 3613.272949
	Iteration 25Q: 3 clusters Score -8897801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8897799.000000 Penalty: 3613.272949
	Iteration 26Q: 3 clusters Score -8897799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8897805.000000 Penalty: 3613.272949
	Iteration 27Q: 3 clusters Score -8897805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8897805.000000 Penalty: 3613.272949
	Iteration 28Q: 3 clusters Score -8897805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8897805.000000 Penalty: 3613.272949
	Iteration 29F: 3 clusters Score -8897805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116154.890625 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116154.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116483.921875 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116483.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116576.054688 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116576.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116616.273438 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -116616.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116634.679688 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116644.468750 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116650.343750 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116659.015625 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116667.226562 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116682.125000 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116691.453125 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -116691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116708.476562 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -116708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116718.484375 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -116718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116729.492188 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -116729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116737.710938 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -116737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116741.945312 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -116741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116743.718750 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -116743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116744.492188 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -116744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116746.710938 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -116746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116749.671875 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -116749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116750.437500 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -116750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116751.375000 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -116751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116754.148438 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -116754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116756.640625 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -116756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116759.546875 Penalty: 2191.436279
	Iteration 24Q: 3 clusters Score -116759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116762.601562 Penalty: 2191.436279
	Iteration 25Q: 3 clusters Score -116762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116763.296875 Penalty: 2191.436279
	Iteration 26Q: 3 clusters Score -116763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116764.070312 Penalty: 2191.436279
	Iteration 27Q: 3 clusters Score -116764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116764.070312 Penalty: 2191.436279
	Iteration 28F: 3 clusters Score -116764.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43477.777344 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43477.78 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43746.035156 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43746.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43861.089844 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43861.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44062.925781 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -44062.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44185.207031 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -44185.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44260.968750 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44260.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44302.589844 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44302.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44320.574219 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44320.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44344.636719 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44344.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44361.390625 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44361.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44372.500000 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -44372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44378.312500 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -44378.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -44382.160156 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -44382.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44386.371094 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -44386.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44389.632812 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -44389.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44390.414062 Penalty: 2014.505615
	Iteration 15Q: 3 clusters Score -44390.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44391.261719 Penalty: 2014.505615
	Iteration 16Q: 3 clusters Score -44391.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44391.964844 Penalty: 2014.505615
	Iteration 17Q: 3 clusters Score -44391.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44391.964844 Penalty: 2014.505615
	Iteration 18F: 3 clusters Score -44391.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11676.516602 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11676.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11806.363281 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11806.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11863.044922 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11863.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11879.847656 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11879.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11895.748047 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11895.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11913.147461 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11913.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11913.859375 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -11913.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11913.859375 Penalty: 1751.448364
	Iteration 7F: 3 clusters Score -11913.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Entering Unmasked Estep 
Score: -4005862.500000 Penalty: 1678.332397
	Iteration 0F: 2 clusters Score -4005862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3985384.500000 Penalty: 3356.664795
	Iteration 0F: 3 clusters Score -3985384 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3993465.000000 Penalty: 3356.664795
	Iteration 1F: 3 clusters Score -3993465 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3994256.500000 Penalty: 3356.664795
	Iteration 2F: 3 clusters Score -3994256 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3995350.250000 Penalty: 3356.664795
	Iteration 3F: 3 clusters Score -3995350 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3996978.250000 Penalty: 3356.664795
	Iteration 4F: 3 clusters Score -3996978 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3999045.500000 Penalty: 3356.664795
	Iteration 5F: 3 clusters Score -3999046 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4001040.750000 Penalty: 3356.664795
	Iteration 6F: 3 clusters Score -4001041 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4002451.000000 Penalty: 3356.664795
	Iteration 7F: 3 clusters Score -4002451 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4003400.250000 Penalty: 3356.664795
	Iteration 8Q: 3 clusters Score -4003400 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4003985.250000 Penalty: 3356.664795
	Iteration 9Q: 3 clusters Score -4003985 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4004311.250000 Penalty: 3356.664795
	Iteration 10Q: 3 clusters Score -4004311 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4004422.500000 Penalty: 3356.664795
	Iteration 11Q: 3 clusters Score -4004422 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4004488.750000 Penalty: 3356.664795
	Iteration 12Q: 3 clusters Score -4004489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4004557.250000 Penalty: 3356.664795
	Iteration 13Q: 3 clusters Score -4004557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4004603.250000 Penalty: 3356.664795
	Iteration 14Q: 3 clusters Score -4004603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4004637.000000 Penalty: 3356.664795
	Iteration 15Q: 3 clusters Score -4004637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4004642.250000 Penalty: 3356.664795
	Iteration 16Q: 3 clusters Score -4004642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4004652.000000 Penalty: 3356.664795
	Iteration 17Q: 3 clusters Score -4004652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4004661.250000 Penalty: 3356.664795
	Iteration 18Q: 3 clusters Score -4004661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4004670.500000 Penalty: 3356.664795
	Iteration 19Q: 3 clusters Score -4004670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4004672.250000 Penalty: 3356.664795
	Iteration 20F: 3 clusters Score -4004672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4004676.500000 Penalty: 3356.664795
	Iteration 21Q: 3 clusters Score -4004676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4004684.250000 Penalty: 3356.664795
	Iteration 22Q: 3 clusters Score -4004684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4004694.250000 Penalty: 3356.664795
	Iteration 23Q: 3 clusters Score -4004694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4004695.500000 Penalty: 3356.664795
	Iteration 24Q: 3 clusters Score -4004696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4004702.000000 Penalty: 3356.664795
	Iteration 25Q: 3 clusters Score -4004702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4004707.250000 Penalty: 3356.664795
	Iteration 26Q: 3 clusters Score -4004707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4004712.000000 Penalty: 3356.664795
	Iteration 27Q: 3 clusters Score -4004712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4004713.000000 Penalty: 3356.664795
	Iteration 28Q: 3 clusters Score -4004713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4004712.750000 Penalty: 3356.664795
	Iteration 29Q: 3 clusters Score -4004713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4004717.250000 Penalty: 3356.664795
	Iteration 30Q: 3 clusters Score -4004717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4004721.500000 Penalty: 3356.664795
	Iteration 31Q: 3 clusters Score -4004722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4004725.500000 Penalty: 3356.664795
	Iteration 32Q: 3 clusters Score -4004726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4004732.250000 Penalty: 3356.664795
	Iteration 33Q: 3 clusters Score -4004732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4004742.500000 Penalty: 3356.664795
	Iteration 34Q: 3 clusters Score -4004742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4004744.000000 Penalty: 3356.664795
	Iteration 35Q: 3 clusters Score -4004744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4004745.750000 Penalty: 3356.664795
	Iteration 36Q: 3 clusters Score -4004746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4004747.500000 Penalty: 3356.664795
	Iteration 37Q: 3 clusters Score -4004748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4004749.000000 Penalty: 3356.664795
	Iteration 38Q: 3 clusters Score -4004749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4004749.000000 Penalty: 3356.664795
	Iteration 39Q: 3 clusters Score -4004749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4004750.500000 Penalty: 3356.664795
	Iteration 40F: 3 clusters Score -4004750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -281331.062500 Penalty: 1248.403320
	Iteration 0F: 2 clusters Score -281331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279130.125000 Penalty: 2496.806641
	Iteration 0F: 3 clusters Score -279130.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -279575.812500 Penalty: 2496.806641
	Iteration 1F: 3 clusters Score -279575.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -279694.437500 Penalty: 2496.806641
	Iteration 2F: 3 clusters Score -279694.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -279773.750000 Penalty: 2496.806641
	Iteration 3F: 3 clusters Score -279773.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279829.656250 Penalty: 2496.806641
	Iteration 4Q: 3 clusters Score -279829.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -279879.562500 Penalty: 2496.806641
	Iteration 5Q: 3 clusters Score -279879.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -279916.312500 Penalty: 2496.806641
	Iteration 6Q: 3 clusters Score -279916.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -279947.406250 Penalty: 2496.806641
	Iteration 7Q: 3 clusters Score -279947.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -279976.375000 Penalty: 2496.806641
	Iteration 8Q: 3 clusters Score -279976.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279996.562500 Penalty: 2496.806641
	Iteration 9Q: 3 clusters Score -279996.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -280012.281250 Penalty: 2496.806641
	Iteration 10Q: 3 clusters Score -280012.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -280028.062500 Penalty: 2496.806641
	Iteration 11Q: 3 clusters Score -280028.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -280043.375000 Penalty: 2496.806641
	Iteration 12Q: 3 clusters Score -280043.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -280058.437500 Penalty: 2496.806641
	Iteration 13Q: 3 clusters Score -280058.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -280071.250000 Penalty: 2496.806641
	Iteration 14Q: 3 clusters Score -280071.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -280083.906250 Penalty: 2496.806641
	Iteration 15Q: 3 clusters Score -280083.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280093.593750 Penalty: 2496.806641
	Iteration 16Q: 3 clusters Score -280093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -280098.625000 Penalty: 2496.806641
	Iteration 17Q: 3 clusters Score -280098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -280105.156250 Penalty: 2496.806641
	Iteration 18Q: 3 clusters Score -280105.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -280111.000000 Penalty: 2496.806641
	Iteration 19Q: 3 clusters Score -280111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280113.031250 Penalty: 2496.806641
	Iteration 20F: 3 clusters Score -280113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -280115.656250 Penalty: 2496.806641
	Iteration 21Q: 3 clusters Score -280115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -280118.593750 Penalty: 2496.806641
	Iteration 22Q: 3 clusters Score -280118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -280123.031250 Penalty: 2496.806641
	Iteration 23Q: 3 clusters Score -280123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -280126.812500 Penalty: 2496.806641
	Iteration 24Q: 3 clusters Score -280126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -280130.312500 Penalty: 2496.806641
	Iteration 25Q: 3 clusters Score -280130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -280132.812500 Penalty: 2496.806641
	Iteration 26Q: 3 clusters Score -280132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280134.812500 Penalty: 2496.806641
	Iteration 27Q: 3 clusters Score -280134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -280139.531250 Penalty: 2496.806641
	Iteration 28Q: 3 clusters Score -280139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280144.500000 Penalty: 2496.806641
	Iteration 29Q: 3 clusters Score -280144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -280148.375000 Penalty: 2496.806641
	Iteration 30Q: 3 clusters Score -280148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -280153.500000 Penalty: 2496.806641
	Iteration 31Q: 3 clusters Score -280153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -280159.875000 Penalty: 2496.806641
	Iteration 32Q: 3 clusters Score -280159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -280164.437500 Penalty: 2496.806641
	Iteration 33Q: 3 clusters Score -280164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -280167.250000 Penalty: 2496.806641
	Iteration 34Q: 3 clusters Score -280167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -280169.781250 Penalty: 2496.806641
	Iteration 35Q: 3 clusters Score -280169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -280173.312500 Penalty: 2496.806641
	Iteration 36Q: 3 clusters Score -280173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -280177.093750 Penalty: 2496.806641
	Iteration 37Q: 3 clusters Score -280177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -280181.437500 Penalty: 2496.806641
	Iteration 38Q: 3 clusters Score -280181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -280188.500000 Penalty: 2496.806641
	Iteration 39Q: 3 clusters Score -280188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -280193.843750 Penalty: 2496.806641
	Iteration 40F: 3 clusters Score -280193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -280199.656250 Penalty: 2496.806641
	Iteration 41Q: 3 clusters Score -280199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -280207.000000 Penalty: 2496.806641
	Iteration 42Q: 3 clusters Score -280207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -280212.968750 Penalty: 2496.806641
	Iteration 43Q: 3 clusters Score -280213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -280215.250000 Penalty: 2496.806641
	Iteration 44Q: 3 clusters Score -280215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -280217.187500 Penalty: 2496.806641
	Iteration 45Q: 3 clusters Score -280217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -280219.093750 Penalty: 2496.806641
	Iteration 46Q: 3 clusters Score -280219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -280219.531250 Penalty: 2496.806641
	Iteration 47Q: 3 clusters Score -280219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -280220.687500 Penalty: 2496.806641
	Iteration 48Q: 3 clusters Score -280220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -280220.750000 Penalty: 2496.806641
	Iteration 49Q: 3 clusters Score -280220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -280221.718750 Penalty: 2496.806641
	Iteration 50Q: 3 clusters Score -280221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -280223.156250 Penalty: 2496.806641
	Iteration 51Q: 3 clusters Score -280223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -280225.062500 Penalty: 2496.806641
	Iteration 52Q: 3 clusters Score -280225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -280227.125000 Penalty: 2496.806641
	Iteration 53Q: 3 clusters Score -280227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -280229.937500 Penalty: 2496.806641
	Iteration 54Q: 3 clusters Score -280229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -280230.906250 Penalty: 2496.806641
	Iteration 55Q: 3 clusters Score -280230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -280232.125000 Penalty: 2496.806641
	Iteration 56Q: 3 clusters Score -280232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -280233.406250 Penalty: 2496.806641
	Iteration 57Q: 3 clusters Score -280233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280234.406250 Penalty: 2496.806641
	Iteration 58Q: 3 clusters Score -280234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280234.406250 Penalty: 2496.806641
	Iteration 59F: 3 clusters Score -280234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -275948.187500 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -275948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273758.531250 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -273758.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274269.312500 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -274269.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274421.281250 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -274421.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -274521.500000 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -274521.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -274654.031250 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -274654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -274773.625000 Penalty: 2499.640137
	Iteration 5F: 3 clusters Score -274773.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -274876.312500 Penalty: 2499.640137
	Iteration 6F: 3 clusters Score -274876.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -274976.406250 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -274976.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -275076.250000 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -275076.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275168.781250 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -275168.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -275232.593750 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -275232.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -275268.156250 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -275268.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -275284.906250 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -275284.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -275296.687500 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -275296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -275306.750000 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -275306.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -275318.562500 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -275318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -275324.375000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -275324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -275330.375000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -275330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -275338.406250 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -275338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -275343.625000 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -275343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -275344.718750 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -275344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -275345.906250 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -275345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -275347.343750 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -275347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -275350.343750 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -275350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -275351.781250 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -275351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -275352.031250 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -275352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -275352.312500 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -275352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -275352.312500 Penalty: 2499.640137
	Iteration 27F: 3 clusters Score -275352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Entering Unmasked Estep 
Score: -3462239.000000 Penalty: 1651.975952
	Iteration 0F: 2 clusters Score -3462239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3444597.250000 Penalty: 3303.951904
	Iteration 0F: 3 clusters Score -3444597 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3451117.750000 Penalty: 3303.951904
	Iteration 1F: 3 clusters Score -3451118 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3451642.000000 Penalty: 3303.951904
	Iteration 2F: 3 clusters Score -3451642 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3452248.500000 Penalty: 3303.951904
	Iteration 3Q: 3 clusters Score -3452248 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3452990.750000 Penalty: 3303.951904
	Iteration 4F: 3 clusters Score -3452991 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3453912.000000 Penalty: 3303.951904
	Iteration 5F: 3 clusters Score -3453912 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3454871.000000 Penalty: 3303.951904
	Iteration 6F: 3 clusters Score -3454871 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3455859.750000 Penalty: 3303.951904
	Iteration 7F: 3 clusters Score -3455860 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3456754.000000 Penalty: 3303.951904
	Iteration 8F: 3 clusters Score -3456754 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3457416.000000 Penalty: 3303.951904
	Iteration 9Q: 3 clusters Score -3457416 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3457888.000000 Penalty: 3303.951904
	Iteration 10Q: 3 clusters Score -3457888 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3458237.750000 Penalty: 3303.951904
	Iteration 11Q: 3 clusters Score -3458238 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3458479.000000 Penalty: 3303.951904
	Iteration 12Q: 3 clusters Score -3458479 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3458672.500000 Penalty: 3303.951904
	Iteration 13Q: 3 clusters Score -3458672 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3458880.500000 Penalty: 3303.951904
	Iteration 14Q: 3 clusters Score -3458880 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3459069.750000 Penalty: 3303.951904
	Iteration 15Q: 3 clusters Score -3459070 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3459282.500000 Penalty: 3303.951904
	Iteration 16Q: 3 clusters Score -3459282 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3459468.250000 Penalty: 3303.951904
	Iteration 17Q: 3 clusters Score -3459468 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3459643.000000 Penalty: 3303.951904
	Iteration 18Q: 3 clusters Score -3459643 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3459839.500000 Penalty: 3303.951904
	Iteration 19Q: 3 clusters Score -3459840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3459991.000000 Penalty: 3303.951904
	Iteration 20F: 3 clusters Score -3459991 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3460124.000000 Penalty: 3303.951904
	Iteration 21Q: 3 clusters Score -3460124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3460227.500000 Penalty: 3303.951904
	Iteration 22Q: 3 clusters Score -3460228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3460318.000000 Penalty: 3303.951904
	Iteration 23Q: 3 clusters Score -3460318 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3460393.000000 Penalty: 3303.951904
	Iteration 24Q: 3 clusters Score -3460393 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3460459.500000 Penalty: 3303.951904
	Iteration 25Q: 3 clusters Score -3460460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3460533.500000 Penalty: 3303.951904
	Iteration 26Q: 3 clusters Score -3460534 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3460591.000000 Penalty: 3303.951904
	Iteration 27Q: 3 clusters Score -3460591 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3460622.250000 Penalty: 3303.951904
	Iteration 28Q: 3 clusters Score -3460622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3460647.500000 Penalty: 3303.951904
	Iteration 29Q: 3 clusters Score -3460648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3460678.250000 Penalty: 3303.951904
	Iteration 30Q: 3 clusters Score -3460678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3460698.250000 Penalty: 3303.951904
	Iteration 31Q: 3 clusters Score -3460698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3460711.000000 Penalty: 3303.951904
	Iteration 32Q: 3 clusters Score -3460711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3460723.000000 Penalty: 3303.951904
	Iteration 33Q: 3 clusters Score -3460723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3460743.250000 Penalty: 3303.951904
	Iteration 34Q: 3 clusters Score -3460743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3460750.500000 Penalty: 3303.951904
	Iteration 35Q: 3 clusters Score -3460750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3460752.250000 Penalty: 3303.951904
	Iteration 36Q: 3 clusters Score -3460752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3460755.750000 Penalty: 3303.951904
	Iteration 37Q: 3 clusters Score -3460756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3460761.000000 Penalty: 3303.951904
	Iteration 38Q: 3 clusters Score -3460761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3460775.500000 Penalty: 3303.951904
	Iteration 39Q: 3 clusters Score -3460776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3460777.750000 Penalty: 3303.951904
	Iteration 40F: 3 clusters Score -3460778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3460784.750000 Penalty: 3303.951904
	Iteration 41Q: 3 clusters Score -3460785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3460787.000000 Penalty: 3303.951904
	Iteration 42Q: 3 clusters Score -3460787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3460790.250000 Penalty: 3303.951904
	Iteration 43Q: 3 clusters Score -3460790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3460800.250000 Penalty: 3303.951904
	Iteration 44Q: 3 clusters Score -3460800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3460797.750000 Penalty: 3303.951904
	Iteration 45Q: 3 clusters Score -3460798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3460800.750000 Penalty: 3303.951904
	Iteration 46Q: 3 clusters Score -3460801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3460803.000000 Penalty: 3303.951904
	Iteration 47Q: 3 clusters Score -3460803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3460802.500000 Penalty: 3303.951904
	Iteration 48Q: 3 clusters Score -3460802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3460801.500000 Penalty: 3303.951904
	Iteration 49Q: 3 clusters Score -3460802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3460801.500000 Penalty: 3303.951904
	Iteration 50F: 3 clusters Score -3460802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42627.210938 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42627.21 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43040.371094 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -43040.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43205.921875 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43205.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43334.773438 Penalty: 1992.648682
	Iteration 3Q: 3 clusters Score -43334.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43386.445312 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43386.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43401.882812 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43401.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43415.640625 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43415.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43420.121094 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43420.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43431.343750 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43431.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43440.023438 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43440.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43440.917969 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43440.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43440.917969 Penalty: 1992.648682
	Iteration 11F: 3 clusters Score -43440.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16897.093750 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16897.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16991.750000 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16991.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17043.271484 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -17043.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17046.447266 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17046.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17048.951172 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17048.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17053.642578 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17053.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17059.179688 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -17059.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17070.390625 Penalty: 1725.187012
	Iteration 7Q: 3 clusters Score -17070.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17084.037109 Penalty: 1725.187012
	Iteration 8Q: 3 clusters Score -17084.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17084.037109 Penalty: 1725.187012
	Iteration 9F: 3 clusters Score -17084.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -301899.468750 Penalty: 1264.299194
	Iteration 0F: 2 clusters Score -301899.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -299622.531250 Penalty: 2528.598389
	Iteration 0F: 3 clusters Score -299622.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -300171.468750 Penalty: 2528.598389
	Iteration 1F: 3 clusters Score -300171.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -300285.687500 Penalty: 2528.598389
	Iteration 2F: 3 clusters Score -300285.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -300351.906250 Penalty: 2528.598389
	Iteration 3Q: 3 clusters Score -300351.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -300403.062500 Penalty: 2528.598389
	Iteration 4Q: 3 clusters Score -300403.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -300440.718750 Penalty: 2528.598389
	Iteration 5Q: 3 clusters Score -300440.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -300475.906250 Penalty: 2528.598389
	Iteration 6Q: 3 clusters Score -300475.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -300513.875000 Penalty: 2528.598389
	Iteration 7Q: 3 clusters Score -300513.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -300552.593750 Penalty: 2528.598389
	Iteration 8Q: 3 clusters Score -300552.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -300589.343750 Penalty: 2528.598389
	Iteration 9Q: 3 clusters Score -300589.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -300617.687500 Penalty: 2528.598389
	Iteration 10Q: 3 clusters Score -300617.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -300640.062500 Penalty: 2528.598389
	Iteration 11Q: 3 clusters Score -300640.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -300657.218750 Penalty: 2528.598389
	Iteration 12Q: 3 clusters Score -300657.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300676.625000 Penalty: 2528.598389
	Iteration 13Q: 3 clusters Score -300676.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -300691.031250 Penalty: 2528.598389
	Iteration 14Q: 3 clusters Score -300691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -300704.468750 Penalty: 2528.598389
	Iteration 15Q: 3 clusters Score -300704.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -300719.937500 Penalty: 2528.598389
	Iteration 16Q: 3 clusters Score -300719.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -300729.250000 Penalty: 2528.598389
	Iteration 17Q: 3 clusters Score -300729.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -300739.468750 Penalty: 2528.598389
	Iteration 18Q: 3 clusters Score -300739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -300750.843750 Penalty: 2528.598389
	Iteration 19Q: 3 clusters Score -300750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -300760.187500 Penalty: 2528.598389
	Iteration 20F: 3 clusters Score -300760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -300769.687500 Penalty: 2528.598389
	Iteration 21Q: 3 clusters Score -300769.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -300779.750000 Penalty: 2528.598389
	Iteration 22Q: 3 clusters Score -300779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -300793.718750 Penalty: 2528.598389
	Iteration 23Q: 3 clusters Score -300793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -300801.875000 Penalty: 2528.598389
	Iteration 24Q: 3 clusters Score -300801.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -300807.218750 Penalty: 2528.598389
	Iteration 25Q: 3 clusters Score -300807.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -300813.687500 Penalty: 2528.598389
	Iteration 26Q: 3 clusters Score -300813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -300821.593750 Penalty: 2528.598389
	Iteration 27Q: 3 clusters Score -300821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -300827.875000 Penalty: 2528.598389
	Iteration 28Q: 3 clusters Score -300827.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -300839.125000 Penalty: 2528.598389
	Iteration 29Q: 3 clusters Score -300839.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -300860.062500 Penalty: 2528.598389
	Iteration 30Q: 3 clusters Score -300860.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300889.375000 Penalty: 2528.598389
	Iteration 31Q: 3 clusters Score -300889.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -300936.093750 Penalty: 2528.598389
	Iteration 32Q: 3 clusters Score -300936.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -300987.562500 Penalty: 2528.598389
	Iteration 33Q: 3 clusters Score -300987.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -301023.343750 Penalty: 2528.598389
	Iteration 34Q: 3 clusters Score -301023.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -301051.406250 Penalty: 2528.598389
	Iteration 35Q: 3 clusters Score -301051.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -301075.218750 Penalty: 2528.598389
	Iteration 36Q: 3 clusters Score -301075.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -301097.843750 Penalty: 2528.598389
	Iteration 37Q: 3 clusters Score -301097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -301113.937500 Penalty: 2528.598389
	Iteration 38Q: 3 clusters Score -301113.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -301135.843750 Penalty: 2528.598389
	Iteration 39Q: 3 clusters Score -301135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -301146.218750 Penalty: 2528.598389
	Iteration 40F: 3 clusters Score -301146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -301149.625000 Penalty: 2528.598389
	Iteration 41Q: 3 clusters Score -301149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -301153.625000 Penalty: 2528.598389
	Iteration 42Q: 3 clusters Score -301153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -301157.906250 Penalty: 2528.598389
	Iteration 43Q: 3 clusters Score -301157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -301162.218750 Penalty: 2528.598389
	Iteration 44Q: 3 clusters Score -301162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -301164.187500 Penalty: 2528.598389
	Iteration 45Q: 3 clusters Score -301164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -301165.718750 Penalty: 2528.598389
	Iteration 46Q: 3 clusters Score -301165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301167.562500 Penalty: 2528.598389
	Iteration 47Q: 3 clusters Score -301167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -301169.250000 Penalty: 2528.598389
	Iteration 48Q: 3 clusters Score -301169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -301169.593750 Penalty: 2528.598389
	Iteration 49Q: 3 clusters Score -301169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -301170.406250 Penalty: 2528.598389
	Iteration 50Q: 3 clusters Score -301170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301170.125000 Penalty: 2528.598389
	Iteration 51Q: 3 clusters Score -301170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -301171.625000 Penalty: 2528.598389
	Iteration 52Q: 3 clusters Score -301171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301172.968750 Penalty: 2528.598389
	Iteration 53Q: 3 clusters Score -301173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -301173.375000 Penalty: 2528.598389
	Iteration 54Q: 3 clusters Score -301173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -301173.375000 Penalty: 2528.598389
	Iteration 55F: 3 clusters Score -301173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53894.160156 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53894.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54195.339844 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54195.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54355.832031 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54355.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54465.773438 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -54465.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54512.746094 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54512.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54535.171875 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54535.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54549.652344 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54549.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54597.718750 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54597.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54614.058594 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54614.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54619.925781 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54619.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54620.621094 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -54620.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54620.621094 Penalty: 2021.691772
	Iteration 11F: 3 clusters Score -54620.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2608331.250000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608331 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2612324.000000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612324 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2612825.000000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612825 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2613334.250000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613334 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2613851.250000 Penalty: 3148.358887
	Iteration 4F: 3 clusters Score -2613851 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2614485.750000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2614486 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2615137.500000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2615138 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2615694.500000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2615694 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2616139.000000 Penalty: 3148.358887
	Iteration 8Q: 3 clusters Score -2616139 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2616460.000000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2616460 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2616668.000000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616668 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2616813.000000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2616813 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2616930.250000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2616930 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2617045.250000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617045 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2617136.250000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2617136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2617227.250000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2617227 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2617321.250000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2617321 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2617385.750000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2617386 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2617464.250000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2617464 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2617566.000000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2617566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2617642.000000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2617642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2617713.750000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2617714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2617793.750000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2617794 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2617849.250000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2617849 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2617895.250000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2617895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2617938.500000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2617938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2617968.250000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2617968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2617987.000000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2617987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2618003.500000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2618004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2618016.500000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2618016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2618027.500000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2618028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2618041.750000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2618042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2618047.500000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2618048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2618051.250000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2618051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2618058.000000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2618058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2618062.000000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2618062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2618063.750000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2618064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2618069.250000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2618069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2618069.500000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2618070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2618075.500000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2618076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2618068.500000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2618068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2618080.750000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2618081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2618073.500000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2618074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2618079.750000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2618080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2618081.250000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2618081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2618079.500000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2618080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2618080.250000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2618080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2618086.250000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2618086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2618090.750000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2618091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2618089.250000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2618089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2618096.250000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2618096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2618098.750000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2618099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2618098.750000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2618099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2618100.250000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2618100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2618100.250000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2618100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2618104.000000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2618104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2618108.250000 Penalty: 3148.358887
	Iteration 56Q: 3 clusters Score -2618108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2618100.500000 Penalty: 3148.358887
	Iteration 57Q: 3 clusters Score -2618100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2618110.000000 Penalty: 3148.358887
	Iteration 58Q: 3 clusters Score -2618110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2618110.000000 Penalty: 3148.358887
	Iteration 59Q: 3 clusters Score -2618110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2618108.250000 Penalty: 3148.358887
	Iteration 60F: 3 clusters Score -2618108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2618112.250000 Penalty: 3148.358887
	Iteration 61Q: 3 clusters Score -2618112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2618105.000000 Penalty: 3148.358887
	Iteration 62Q: 3 clusters Score -2618105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2618112.750000 Penalty: 3148.358887
	Iteration 63Q: 3 clusters Score -2618113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2618114.500000 Penalty: 3148.358887
	Iteration 64Q: 3 clusters Score -2618114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2618114.250000 Penalty: 3148.358887
	Iteration 65Q: 3 clusters Score -2618114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2618113.250000 Penalty: 3148.358887
	Iteration 66Q: 3 clusters Score -2618113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2618114.500000 Penalty: 3148.358887
	Iteration 67Q: 3 clusters Score -2618114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2618117.750000 Penalty: 3148.358887
	Iteration 68Q: 3 clusters Score -2618118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2618119.000000 Penalty: 3148.358887
	Iteration 69Q: 3 clusters Score -2618119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2618130.000000 Penalty: 3148.358887
	Iteration 70Q: 3 clusters Score -2618130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2618133.250000 Penalty: 3148.358887
	Iteration 71Q: 3 clusters Score -2618133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2618134.750000 Penalty: 3148.358887
	Iteration 72Q: 3 clusters Score -2618135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2618138.250000 Penalty: 3148.358887
	Iteration 73Q: 3 clusters Score -2618138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2618139.750000 Penalty: 3148.358887
	Iteration 74Q: 3 clusters Score -2618140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2618138.250000 Penalty: 3148.358887
	Iteration 75Q: 3 clusters Score -2618138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2618140.750000 Penalty: 3148.358887
	Iteration 76Q: 3 clusters Score -2618141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2618136.250000 Penalty: 3148.358887
	Iteration 77Q: 3 clusters Score -2618136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2618138.000000 Penalty: 3148.358887
	Iteration 78Q: 3 clusters Score -2618138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2618138.000000 Penalty: 3148.358887
	Iteration 79F: 3 clusters Score -2618138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (49422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Entering Unmasked Estep 
Score: -6581161.000000 Penalty: 1756.324585
	Iteration 0F: 2 clusters Score -6581161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6549294.000000 Penalty: 3512.649170
	Iteration 0F: 3 clusters Score -6549294 nChanged 23240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6562505.000000 Penalty: 3512.649170
	Iteration 1F: 3 clusters Score -6562505 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6563236.500000 Penalty: 3512.649170
	Iteration 2Q: 3 clusters Score -6563236 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6564136.000000 Penalty: 3512.649170
	Iteration 3Q: 3 clusters Score -6564136 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6565562.500000 Penalty: 3512.649170
	Iteration 4F: 3 clusters Score -6565562 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -6567644.000000 Penalty: 3512.649170
	Iteration 5F: 3 clusters Score -6567644 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6570784.000000 Penalty: 3512.649170
	Iteration 6F: 3 clusters Score -6570784 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -6574129.500000 Penalty: 3512.649170
	Iteration 7F: 3 clusters Score -6574130 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -6576886.500000 Penalty: 3512.649170
	Iteration 8F: 3 clusters Score -6576886 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6578336.000000 Penalty: 3512.649170
	Iteration 9Q: 3 clusters Score -6578336 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -6579004.500000 Penalty: 3512.649170
	Iteration 10Q: 3 clusters Score -6579004 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6579344.000000 Penalty: 3512.649170
	Iteration 11Q: 3 clusters Score -6579344 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6579607.500000 Penalty: 3512.649170
	Iteration 12Q: 3 clusters Score -6579608 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6579807.000000 Penalty: 3512.649170
	Iteration 13Q: 3 clusters Score -6579807 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -6579865.000000 Penalty: 3512.649170
	Iteration 14Q: 3 clusters Score -6579865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6579908.500000 Penalty: 3512.649170
	Iteration 15Q: 3 clusters Score -6579908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6579973.000000 Penalty: 3512.649170
	Iteration 16Q: 3 clusters Score -6579973 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -6579986.500000 Penalty: 3512.649170
	Iteration 17Q: 3 clusters Score -6579986 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6579996.500000 Penalty: 3512.649170
	Iteration 18Q: 3 clusters Score -6579996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6579986.000000 Penalty: 3512.649170
	Iteration 19Q: 3 clusters Score -6579986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6580027.500000 Penalty: 3512.649170
	Iteration 20F: 3 clusters Score -6580028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6580024.500000 Penalty: 3512.649170
	Iteration 21Q: 3 clusters Score -6580024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6580024.500000 Penalty: 3512.649170
	Iteration 22Q: 3 clusters Score -6580024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -6580012.500000 Penalty: 3512.649170
	Iteration 23Q: 3 clusters Score -6580012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -6580021.500000 Penalty: 3512.649170
	Iteration 24Q: 3 clusters Score -6580022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6580016.000000 Penalty: 3512.649170
	Iteration 25Q: 3 clusters Score -6580016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -6580021.500000 Penalty: 3512.649170
	Iteration 26Q: 3 clusters Score -6580022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6580016.000000 Penalty: 3512.649170
	Iteration 27Q: 3 clusters Score -6580016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6580018.500000 Penalty: 3512.649170
	Iteration 28Q: 3 clusters Score -6580018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -6580008.000000 Penalty: 3512.649170
	Iteration 29Q: 3 clusters Score -6580008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6580004.500000 Penalty: 3512.649170
	Iteration 30Q: 3 clusters Score -6580004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -6580014.500000 Penalty: 3512.649170
	Iteration 31Q: 3 clusters Score -6580014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -6580012.500000 Penalty: 3512.649170
	Iteration 32Q: 3 clusters Score -6580012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6580011.000000 Penalty: 3512.649170
	Iteration 33Q: 3 clusters Score -6580011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6580011.000000 Penalty: 3512.649170
	Iteration 34F: 3 clusters Score -6580011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20624.119141 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20624.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20794.958984 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20794.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20892.812500 Penalty: 1866.476074
	Iteration 2Q: 3 clusters Score -20892.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20985.898438 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -20985.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21115.154297 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21115.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21217.697266 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21325.083984 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21325.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21376.501953 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21402.410156 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -21402.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21427.076172 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -21427.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21462.367188 Penalty: 1866.476074
	Iteration 10Q: 3 clusters Score -21462.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21503.578125 Penalty: 1866.476074
	Iteration 11Q: 3 clusters Score -21503.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21519.664062 Penalty: 1866.476074
	Iteration 12Q: 3 clusters Score -21519.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21553.990234 Penalty: 1866.476074
	Iteration 13Q: 3 clusters Score -21553.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21665.449219 Penalty: 1866.476074
	Iteration 14Q: 3 clusters Score -21665.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21692.855469 Penalty: 1866.476074
	Iteration 15Q: 3 clusters Score -21692.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21700.136719 Penalty: 1866.476074
	Iteration 16Q: 3 clusters Score -21700.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21701.843750 Penalty: 1866.476074
	Iteration 17Q: 3 clusters Score -21701.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21714.218750 Penalty: 1866.476074
	Iteration 18F: 3 clusters Score -21714.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21739.167969 Penalty: 1866.476074
	Iteration 19Q: 3 clusters Score -21739.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21743.089844 Penalty: 1866.476074
	Iteration 20F: 3 clusters Score -21743.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Mstep: Class 51 contains 165 members 
Entering Unmasked Estep 
Score: -85959560.000000 Penalty: 111074.656250
Splitting cluster 36 changes total score from -85960896.000000 to -85959560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -420783.593750 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -420783.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -417979.281250 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -417979.3 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -418670.281250 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -418670.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -418783.156250 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -418783.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -418854.312500 Penalty: 2624.766357
	Iteration 3Q: 3 clusters Score -418854.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418920.718750 Penalty: 2624.766357
	Iteration 4Q: 3 clusters Score -418920.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418967.593750 Penalty: 2624.766357
	Iteration 5Q: 3 clusters Score -418967.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -419021.468750 Penalty: 2624.766357
	Iteration 6Q: 3 clusters Score -419021.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -419059.656250 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -419059.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -419096.625000 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -419096.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -419133.468750 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -419133.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -419172.218750 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -419172.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -419220.562500 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -419220.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419271.031250 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -419271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -419323.187500 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -419323.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -419369.468750 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -419369.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -419417.000000 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -419417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -419457.781250 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -419457.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -419504.875000 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -419504.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -419539.687500 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -419539.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -419571.031250 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -419571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -419601.500000 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -419601.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419626.906250 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -419626.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -419650.875000 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -419650.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -419674.906250 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -419674.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -419704.000000 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -419704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -419742.375000 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -419742.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -419768.812500 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -419768.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -419789.718750 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -419789.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -419807.156250 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -419807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -419819.718750 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -419819.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -419828.718750 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -419828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -419835.812500 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -419835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -419841.812500 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -419841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -419847.500000 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -419847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -419855.781250 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -419855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -419858.156250 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -419858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -419861.125000 Penalty: 2624.766357
	Iteration 36Q: 3 clusters Score -419861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -419862.937500 Penalty: 2624.766357
	Iteration 37Q: 3 clusters Score -419862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -419865.562500 Penalty: 2624.766357
	Iteration 38Q: 3 clusters Score -419865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -419869.781250 Penalty: 2624.766357
	Iteration 39Q: 3 clusters Score -419869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -419871.812500 Penalty: 2624.766357
	Iteration 40F: 3 clusters Score -419871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -419872.093750 Penalty: 2624.766357
	Iteration 41Q: 3 clusters Score -419872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -419873.468750 Penalty: 2624.766357
	Iteration 42Q: 3 clusters Score -419873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -419875.687500 Penalty: 2624.766357
	Iteration 43Q: 3 clusters Score -419875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -419875.718750 Penalty: 2624.766357
	Iteration 44Q: 3 clusters Score -419875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -419875.718750 Penalty: 2624.766357
	Iteration 45F: 3 clusters Score -419875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -213317.953125 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213318 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213624.750000 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213624.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -213712.406250 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213712.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -213761.765625 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213789.406250 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -213805.171875 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213805.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -213819.234375 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -213828.296875 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -213835.187500 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213840.718750 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213840.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213845.750000 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213851.812500 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213853.953125 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213858.062500 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -213860.859375 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -213865.171875 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -213868.156250 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213869.937500 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213869.937500 Penalty: 2339.895508
	Iteration 18F: 3 clusters Score -213869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267957.312500 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -267957.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268696.968750 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268697 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -269023.562500 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -269023.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269237.937500 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -269237.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -269360.187500 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -269360.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -269429.593750 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -269429.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269466.937500 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -269466.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269491.625000 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -269491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269510.187500 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269510.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269528.562500 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269542.875000 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269551.187500 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -269561.625000 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269575.593750 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269575.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -269594.781250 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269615.406250 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269615.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269635.312500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -269635.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269669.812500 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -269669.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269707.843750 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -269707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269733.937500 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -269733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269755.718750 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -269755.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269771.593750 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -269771.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -269787.687500 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -269787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269797.718750 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -269797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269804.968750 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -269805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -269812.812500 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -269812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269820.562500 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -269820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269822.687500 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -269822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269827.250000 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -269827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269828.625000 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -269828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269829.906250 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -269829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269830.250000 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -269830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -269830.781250 Penalty: 2432.784912
	Iteration 32Q: 3 clusters Score -269830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269831.406250 Penalty: 2432.784912
	Iteration 33Q: 3 clusters Score -269831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269831.406250 Penalty: 2432.784912
	Iteration 34F: 3 clusters Score -269831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Entering Unmasked Estep 
Score: -2671474.500000 Penalty: 1613.701416
	Iteration 0F: 2 clusters Score -2671474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2657516.500000 Penalty: 3227.402832
	Iteration 0F: 3 clusters Score -2657516 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2662567.750000 Penalty: 3227.402832
	Iteration 1F: 3 clusters Score -2662568 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2662981.750000 Penalty: 3227.402832
	Iteration 2F: 3 clusters Score -2662982 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2663404.500000 Penalty: 3227.402832
	Iteration 3F: 3 clusters Score -2663404 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2663941.250000 Penalty: 3227.402832
	Iteration 4F: 3 clusters Score -2663941 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2664658.000000 Penalty: 3227.402832
	Iteration 5F: 3 clusters Score -2664658 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2665545.250000 Penalty: 3227.402832
	Iteration 6F: 3 clusters Score -2665545 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2666593.000000 Penalty: 3227.402832
	Iteration 7F: 3 clusters Score -2666593 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2667689.000000 Penalty: 3227.402832
	Iteration 8F: 3 clusters Score -2667689 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2668621.000000 Penalty: 3227.402832
	Iteration 9Q: 3 clusters Score -2668621 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2669325.750000 Penalty: 3227.402832
	Iteration 10Q: 3 clusters Score -2669326 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2669681.750000 Penalty: 3227.402832
	Iteration 11Q: 3 clusters Score -2669682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2669905.250000 Penalty: 3227.402832
	Iteration 12Q: 3 clusters Score -2669905 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2670012.250000 Penalty: 3227.402832
	Iteration 13Q: 3 clusters Score -2670012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2670101.750000 Penalty: 3227.402832
	Iteration 14Q: 3 clusters Score -2670102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2670145.000000 Penalty: 3227.402832
	Iteration 15Q: 3 clusters Score -2670145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2670192.750000 Penalty: 3227.402832
	Iteration 16Q: 3 clusters Score -2670193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2670230.500000 Penalty: 3227.402832
	Iteration 17Q: 3 clusters Score -2670230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2670250.250000 Penalty: 3227.402832
	Iteration 18Q: 3 clusters Score -2670250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2670268.500000 Penalty: 3227.402832
	Iteration 19Q: 3 clusters Score -2670268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2670271.500000 Penalty: 3227.402832
	Iteration 20F: 3 clusters Score -2670272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2670278.000000 Penalty: 3227.402832
	Iteration 21Q: 3 clusters Score -2670278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2670289.500000 Penalty: 3227.402832
	Iteration 22Q: 3 clusters Score -2670290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2670294.500000 Penalty: 3227.402832
	Iteration 23Q: 3 clusters Score -2670294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2670300.000000 Penalty: 3227.402832
	Iteration 24Q: 3 clusters Score -2670300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2670303.000000 Penalty: 3227.402832
	Iteration 25Q: 3 clusters Score -2670303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2670306.000000 Penalty: 3227.402832
	Iteration 26Q: 3 clusters Score -2670306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2670310.000000 Penalty: 3227.402832
	Iteration 27Q: 3 clusters Score -2670310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2670308.000000 Penalty: 3227.402832
	Iteration 28Q: 3 clusters Score -2670308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2670307.250000 Penalty: 3227.402832
	Iteration 29Q: 3 clusters Score -2670307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2670307.500000 Penalty: 3227.402832
	Iteration 30Q: 3 clusters Score -2670308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2670311.500000 Penalty: 3227.402832
	Iteration 31Q: 3 clusters Score -2670312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2670310.000000 Penalty: 3227.402832
	Iteration 32Q: 3 clusters Score -2670310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2670310.000000 Penalty: 3227.402832
	Iteration 33F: 3 clusters Score -2670310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Entering Unmasked Estep 
Score: -11445766.000000 Penalty: 1847.082520
	Iteration 0F: 2 clusters Score -1.144577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -11393538.000000 Penalty: 3694.165039
	Iteration 0F: 3 clusters Score -1.139354e+07 nChanged 41040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -11416877.000000 Penalty: 3694.165039
	Iteration 1F: 3 clusters Score -1.141688e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -11417301.000000 Penalty: 3694.165039
	Iteration 2Q: 3 clusters Score -1.14173e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -11418141.000000 Penalty: 3694.165039
	Iteration 3Q: 3 clusters Score -1.141814e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -11419166.000000 Penalty: 3694.165039
	Iteration 4Q: 3 clusters Score -1.141917e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -11420983.000000 Penalty: 3694.165039
	Iteration 5Q: 3 clusters Score -1.142098e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -11423878.000000 Penalty: 3694.165039
	Iteration 6F: 3 clusters Score -1.142388e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -11428148.000000 Penalty: 3694.165039
	Iteration 7F: 3 clusters Score -1.142815e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -11433288.000000 Penalty: 3694.165039
	Iteration 8F: 3 clusters Score -1.143329e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -11438097.000000 Penalty: 3694.165039
	Iteration 9F: 3 clusters Score -1.14381e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -11441582.000000 Penalty: 3694.165039
	Iteration 10Q: 3 clusters Score -1.144158e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -11443571.000000 Penalty: 3694.165039
	Iteration 11Q: 3 clusters Score -1.144357e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -11444519.000000 Penalty: 3694.165039
	Iteration 12Q: 3 clusters Score -1.144452e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -11444826.000000 Penalty: 3694.165039
	Iteration 13Q: 3 clusters Score -1.144483e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -11444898.000000 Penalty: 3694.165039
	Iteration 14Q: 3 clusters Score -1.14449e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -11444990.000000 Penalty: 3694.165039
	Iteration 15Q: 3 clusters Score -1.144499e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -11445027.000000 Penalty: 3694.165039
	Iteration 16Q: 3 clusters Score -1.144503e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -11445031.000000 Penalty: 3694.165039
	Iteration 17Q: 3 clusters Score -1.144503e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -11445063.000000 Penalty: 3694.165039
	Iteration 18Q: 3 clusters Score -1.144506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -11445059.000000 Penalty: 3694.165039
	Iteration 19Q: 3 clusters Score -1.144506e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -11445073.000000 Penalty: 3694.165039
	Iteration 20F: 3 clusters Score -1.144507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -11445083.000000 Penalty: 3694.165039
	Iteration 21Q: 3 clusters Score -1.144508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -11445064.000000 Penalty: 3694.165039
	Iteration 22Q: 3 clusters Score -1.144506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -11445069.000000 Penalty: 3694.165039
	Iteration 23Q: 3 clusters Score -1.144507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -11445074.000000 Penalty: 3694.165039
	Iteration 24Q: 3 clusters Score -1.144507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -11445092.000000 Penalty: 3694.165039
	Iteration 25Q: 3 clusters Score -1.144509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -11445091.000000 Penalty: 3694.165039
	Iteration 26Q: 3 clusters Score -1.144509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -11445091.000000 Penalty: 3694.165039
	Iteration 27Q: 3 clusters Score -1.144509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -11445072.000000 Penalty: 3694.165039
	Iteration 28Q: 3 clusters Score -1.144507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -11445084.000000 Penalty: 3694.165039
	Iteration 29Q: 3 clusters Score -1.144508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -11445087.000000 Penalty: 3694.165039
	Iteration 30Q: 3 clusters Score -1.144509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -11445093.000000 Penalty: 3694.165039
	Iteration 31Q: 3 clusters Score -1.144509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -11445100.000000 Penalty: 3694.165039
	Iteration 32Q: 3 clusters Score -1.14451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -11445108.000000 Penalty: 3694.165039
	Iteration 33Q: 3 clusters Score -1.144511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -11445109.000000 Penalty: 3694.165039
	Iteration 34Q: 3 clusters Score -1.144511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -11445106.000000 Penalty: 3694.165039
	Iteration 35Q: 3 clusters Score -1.144511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -11445111.000000 Penalty: 3694.165039
	Iteration 36Q: 3 clusters Score -1.144511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -11445116.000000 Penalty: 3694.165039
	Iteration 37Q: 3 clusters Score -1.144512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -11445117.000000 Penalty: 3694.165039
	Iteration 38Q: 3 clusters Score -1.144512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -11445105.000000 Penalty: 3694.165039
	Iteration 39Q: 3 clusters Score -1.14451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -11445119.000000 Penalty: 3694.165039
	Iteration 40F: 3 clusters Score -1.144512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -11445119.000000 Penalty: 3694.165039
	Iteration 41Q: 3 clusters Score -1.144512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -11445121.000000 Penalty: 3694.165039
	Iteration 42Q: 3 clusters Score -1.144512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -11445121.000000 Penalty: 3694.165039
	Iteration 43F: 3 clusters Score -1.144512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32079.763672 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32079.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32187.517578 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32187.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32239.574219 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -32239.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32295.330078 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -32295.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32306.937500 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32306.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32319.394531 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32319.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32324.005859 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32324.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32324.005859 Penalty: 1864.385986
	Iteration 7F: 3 clusters Score -32324.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41755.734375 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41755.73 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42125.652344 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42125.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42266.894531 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42266.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42395.191406 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -42395.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42494.531250 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42494.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42565.070312 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42565.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42643.800781 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42643.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42720.402344 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42774.621094 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42774.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42836.578125 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42836.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42892.789062 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42892.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42910.281250 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42910.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42924.398438 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42928.402344 Penalty: 2054.249756
	Iteration 13Q: 3 clusters Score -42928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42932.777344 Penalty: 2054.249756
	Iteration 14F: 3 clusters Score -42932.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42946.351562 Penalty: 2054.249756
	Iteration 15Q: 3 clusters Score -42946.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42951.113281 Penalty: 2054.249756
	Iteration 16Q: 3 clusters Score -42951.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42951.113281 Penalty: 2054.249756
	Iteration 17F: 3 clusters Score -42951.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Mstep: Class 51 contains 282 members 
Entering Unmasked Estep 
Score: -85959512.000000 Penalty: 111074.656250
Splitting cluster 43 changes total score from -85960896.000000 to -85959512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (50832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Entering Unmasked Estep 
Score: -6789748.500000 Penalty: 1760.895752
	Iteration 0F: 2 clusters Score -6789748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6756277.500000 Penalty: 3521.791504
	Iteration 0F: 3 clusters Score -6756278 nChanged 23993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -6769967.000000 Penalty: 3521.791504
	Iteration 1F: 3 clusters Score -6769967 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -6770586.500000 Penalty: 3521.791504
	Iteration 2Q: 3 clusters Score -6770586 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6771302.000000 Penalty: 3521.791504
	Iteration 3Q: 3 clusters Score -6771302 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6772284.500000 Penalty: 3521.791504
	Iteration 4Q: 3 clusters Score -6772284 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6773776.500000 Penalty: 3521.791504
	Iteration 5F: 3 clusters Score -6773776 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -6775742.000000 Penalty: 3521.791504
	Iteration 6F: 3 clusters Score -6775742 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -6778394.500000 Penalty: 3521.791504
	Iteration 7F: 3 clusters Score -6778394 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -6781290.500000 Penalty: 3521.791504
	Iteration 8F: 3 clusters Score -6781290 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -6783948.500000 Penalty: 3521.791504
	Iteration 9F: 3 clusters Score -6783948 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6785882.500000 Penalty: 3521.791504
	Iteration 10Q: 3 clusters Score -6785882 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6786923.500000 Penalty: 3521.791504
	Iteration 11Q: 3 clusters Score -6786924 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6787444.500000 Penalty: 3521.791504
	Iteration 12Q: 3 clusters Score -6787444 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6787767.500000 Penalty: 3521.791504
	Iteration 13Q: 3 clusters Score -6787768 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6787934.500000 Penalty: 3521.791504
	Iteration 14Q: 3 clusters Score -6787934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6788014.500000 Penalty: 3521.791504
	Iteration 15Q: 3 clusters Score -6788014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6788075.500000 Penalty: 3521.791504
	Iteration 16Q: 3 clusters Score -6788076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6788107.500000 Penalty: 3521.791504
	Iteration 17Q: 3 clusters Score -6788108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6788153.500000 Penalty: 3521.791504
	Iteration 18Q: 3 clusters Score -6788154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6788190.000000 Penalty: 3521.791504
	Iteration 19Q: 3 clusters Score -6788190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6788210.000000 Penalty: 3521.791504
	Iteration 20F: 3 clusters Score -6788210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6788230.500000 Penalty: 3521.791504
	Iteration 21Q: 3 clusters Score -6788230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6788234.000000 Penalty: 3521.791504
	Iteration 22Q: 3 clusters Score -6788234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6788244.000000 Penalty: 3521.791504
	Iteration 23Q: 3 clusters Score -6788244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6788247.000000 Penalty: 3521.791504
	Iteration 24Q: 3 clusters Score -6788247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6788250.000000 Penalty: 3521.791504
	Iteration 25Q: 3 clusters Score -6788250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6788251.500000 Penalty: 3521.791504
	Iteration 26Q: 3 clusters Score -6788252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6788249.000000 Penalty: 3521.791504
	Iteration 27Q: 3 clusters Score -6788249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6788245.500000 Penalty: 3521.791504
	Iteration 28Q: 3 clusters Score -6788246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6788249.000000 Penalty: 3521.791504
	Iteration 29Q: 3 clusters Score -6788249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6788257.000000 Penalty: 3521.791504
	Iteration 30Q: 3 clusters Score -6788257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6788260.500000 Penalty: 3521.791504
	Iteration 31Q: 3 clusters Score -6788260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6788268.500000 Penalty: 3521.791504
	Iteration 32Q: 3 clusters Score -6788268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6788267.000000 Penalty: 3521.791504
	Iteration 33Q: 3 clusters Score -6788267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6788266.500000 Penalty: 3521.791504
	Iteration 34Q: 3 clusters Score -6788266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6788281.000000 Penalty: 3521.791504
	Iteration 35Q: 3 clusters Score -6788281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6788276.000000 Penalty: 3521.791504
	Iteration 36Q: 3 clusters Score -6788276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6788276.500000 Penalty: 3521.791504
	Iteration 37Q: 3 clusters Score -6788276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6788274.000000 Penalty: 3521.791504
	Iteration 38Q: 3 clusters Score -6788274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6788280.500000 Penalty: 3521.791504
	Iteration 39Q: 3 clusters Score -6788280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6788280.500000 Penalty: 3521.791504
	Iteration 40F: 3 clusters Score -6788280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -824062.625000 Penalty: 1419.575073
	Iteration 0F: 2 clusters Score -824062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -819270.312500 Penalty: 2839.150146
	Iteration 0F: 3 clusters Score -819270.3 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -820666.375000 Penalty: 2839.150146
	Iteration 1F: 3 clusters Score -820666.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -820894.437500 Penalty: 2839.150146
	Iteration 2F: 3 clusters Score -820894.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -821079.750000 Penalty: 2839.150146
	Iteration 3F: 3 clusters Score -821079.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -821218.812500 Penalty: 2839.150146
	Iteration 4Q: 3 clusters Score -821218.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -821333.125000 Penalty: 2839.150146
	Iteration 5Q: 3 clusters Score -821333.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -821439.750000 Penalty: 2839.150146
	Iteration 6Q: 3 clusters Score -821439.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -821543.500000 Penalty: 2839.150146
	Iteration 7Q: 3 clusters Score -821543.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -821635.187500 Penalty: 2839.150146
	Iteration 8Q: 3 clusters Score -821635.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -821734.812500 Penalty: 2839.150146
	Iteration 9Q: 3 clusters Score -821734.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -821831.562500 Penalty: 2839.150146
	Iteration 10Q: 3 clusters Score -821831.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -821929.500000 Penalty: 2839.150146
	Iteration 11Q: 3 clusters Score -821929.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -822032.000000 Penalty: 2839.150146
	Iteration 12Q: 3 clusters Score -822032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -822153.750000 Penalty: 2839.150146
	Iteration 13Q: 3 clusters Score -822153.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -822261.437500 Penalty: 2839.150146
	Iteration 14Q: 3 clusters Score -822261.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -822350.937500 Penalty: 2839.150146
	Iteration 15Q: 3 clusters Score -822350.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -822451.562500 Penalty: 2839.150146
	Iteration 16Q: 3 clusters Score -822451.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -822530.750000 Penalty: 2839.150146
	Iteration 17Q: 3 clusters Score -822530.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -822596.250000 Penalty: 2839.150146
	Iteration 18Q: 3 clusters Score -822596.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -822648.375000 Penalty: 2839.150146
	Iteration 19Q: 3 clusters Score -822648.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -822682.687500 Penalty: 2839.150146
	Iteration 20F: 3 clusters Score -822682.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -822716.875000 Penalty: 2839.150146
	Iteration 21Q: 3 clusters Score -822716.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -822736.187500 Penalty: 2839.150146
	Iteration 22Q: 3 clusters Score -822736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -822753.375000 Penalty: 2839.150146
	Iteration 23Q: 3 clusters Score -822753.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -822771.687500 Penalty: 2839.150146
	Iteration 24Q: 3 clusters Score -822771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -822781.250000 Penalty: 2839.150146
	Iteration 25Q: 3 clusters Score -822781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -822785.375000 Penalty: 2839.150146
	Iteration 26Q: 3 clusters Score -822785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -822790.312500 Penalty: 2839.150146
	Iteration 27Q: 3 clusters Score -822790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -822791.625000 Penalty: 2839.150146
	Iteration 28Q: 3 clusters Score -822791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -822793.625000 Penalty: 2839.150146
	Iteration 29Q: 3 clusters Score -822793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -822793.937500 Penalty: 2839.150146
	Iteration 30Q: 3 clusters Score -822793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -822794.687500 Penalty: 2839.150146
	Iteration 31Q: 3 clusters Score -822794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -822794.687500 Penalty: 2839.150146
	Iteration 32F: 3 clusters Score -822794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7170.905762 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7170.906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7299.872070 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7299.872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7343.973145 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -7343.973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7352.156738 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7352.157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7355.279297 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7355.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7357.071289 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -7357.071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7357.071289 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -7357.071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22180.140625 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22180.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22290.564453 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22290.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22354.509766 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22354.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22425.285156 Penalty: 1771.587524
	Iteration 3F: 3 clusters Score -22425.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22526.628906 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22526.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22565.183594 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22565.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22585.546875 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22585.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22595.207031 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -22595.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22595.207031 Penalty: 1771.587524
	Iteration 8F: 3 clusters Score -22595.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38806.597656 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38806.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38914.785156 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38914.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38955.101562 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -38955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38989.843750 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -38989.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39013.527344 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -39013.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39047.246094 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -39047.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39077.972656 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -39077.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39104.210938 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -39104.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39107.304688 Penalty: 1825.450684
	Iteration 8Q: 3 clusters Score -39107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39108.238281 Penalty: 1825.450684
	Iteration 9Q: 3 clusters Score -39108.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39108.238281 Penalty: 1825.450684
	Iteration 10F: 3 clusters Score -39108.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (87375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Entering Unmasked Estep 
Score: -11680847.000000 Penalty: 1848.919189
	Iteration 0F: 2 clusters Score -1.168085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -11634448.000000 Penalty: 3697.838379
	Iteration 0F: 3 clusters Score -1.163445e+07 nChanged 41762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -11658553.000000 Penalty: 3697.838379
	Iteration 1F: 3 clusters Score -1.165855e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -11659496.000000 Penalty: 3697.838379
	Iteration 2Q: 3 clusters Score -1.16595e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -11661086.000000 Penalty: 3697.838379
	Iteration 3Q: 3 clusters Score -1.166109e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -11663370.000000 Penalty: 3697.838379
	Iteration 4F: 3 clusters Score -1.166337e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -11666843.000000 Penalty: 3697.838379
	Iteration 5F: 3 clusters Score -1.166684e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -11671188.000000 Penalty: 3697.838379
	Iteration 6F: 3 clusters Score -1.167119e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -11675137.000000 Penalty: 3697.838379
	Iteration 7F: 3 clusters Score -1.167514e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -11677938.000000 Penalty: 3697.838379
	Iteration 8F: 3 clusters Score -1.167794e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -11679777.000000 Penalty: 3697.838379
	Iteration 9Q: 3 clusters Score -1.167978e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -11680759.000000 Penalty: 3697.838379
	Iteration 10Q: 3 clusters Score -1.168076e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -11680809.000000 Penalty: 3697.838379
	Iteration 11Q: 3 clusters Score -1.168081e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11680823.000000 Penalty: 3697.838379
	Iteration 12Q: 3 clusters Score -1.168082e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -11680731.000000 Penalty: 3697.838379
	Iteration 13Q: 3 clusters Score -1.168073e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -11680556.000000 Penalty: 3697.838379
	Iteration 14Q: 3 clusters Score -1.168056e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11680464.000000 Penalty: 3697.838379
	Iteration 15Q: 3 clusters Score -1.168046e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -11680382.000000 Penalty: 3697.838379
	Iteration 16Q: 3 clusters Score -1.168038e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11680324.000000 Penalty: 3697.838379
	Iteration 17Q: 3 clusters Score -1.168032e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11680297.000000 Penalty: 3697.838379
	Iteration 18Q: 3 clusters Score -1.16803e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11680182.000000 Penalty: 3697.838379
	Iteration 19Q: 3 clusters Score -1.168018e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11680060.000000 Penalty: 3697.838379
	Iteration 20F: 3 clusters Score -1.168006e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11680022.000000 Penalty: 3697.838379
	Iteration 21Q: 3 clusters Score -1.168002e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11679956.000000 Penalty: 3697.838379
	Iteration 22Q: 3 clusters Score -1.167996e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11679909.000000 Penalty: 3697.838379
	Iteration 23Q: 3 clusters Score -1.167991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11679908.000000 Penalty: 3697.838379
	Iteration 24Q: 3 clusters Score -1.167991e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11679888.000000 Penalty: 3697.838379
	Iteration 25Q: 3 clusters Score -1.167989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11679910.000000 Penalty: 3697.838379
	Iteration 26Q: 3 clusters Score -1.167991e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11679865.000000 Penalty: 3697.838379
	Iteration 27Q: 3 clusters Score -1.167986e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11679858.000000 Penalty: 3697.838379
	Iteration 28Q: 3 clusters Score -1.167986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11679877.000000 Penalty: 3697.838379
	Iteration 29Q: 3 clusters Score -1.167988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11679857.000000 Penalty: 3697.838379
	Iteration 30Q: 3 clusters Score -1.167986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11679850.000000 Penalty: 3697.838379
	Iteration 31Q: 3 clusters Score -1.167985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11679851.000000 Penalty: 3697.838379
	Iteration 32Q: 3 clusters Score -1.167985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11679853.000000 Penalty: 3697.838379
	Iteration 33Q: 3 clusters Score -1.167985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11679837.000000 Penalty: 3697.838379
	Iteration 34Q: 3 clusters Score -1.167984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11679837.000000 Penalty: 3697.838379
	Iteration 35Q: 3 clusters Score -1.167984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11679846.000000 Penalty: 3697.838379
	Iteration 36Q: 3 clusters Score -1.167985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11679856.000000 Penalty: 3697.838379
	Iteration 37Q: 3 clusters Score -1.167986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11679844.000000 Penalty: 3697.838379
	Iteration 38Q: 3 clusters Score -1.167984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11679839.000000 Penalty: 3697.838379
	Iteration 39Q: 3 clusters Score -1.167984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11679839.000000 Penalty: 3697.838379
	Iteration 40F: 3 clusters Score -1.167984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11679846.000000 Penalty: 3697.838379
	Iteration 41Q: 3 clusters Score -1.167985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11679825.000000 Penalty: 3697.838379
	Iteration 42Q: 3 clusters Score -1.167982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11679824.000000 Penalty: 3697.838379
	Iteration 43Q: 3 clusters Score -1.167982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11679823.000000 Penalty: 3697.838379
	Iteration 44Q: 3 clusters Score -1.167982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11679839.000000 Penalty: 3697.838379
	Iteration 45Q: 3 clusters Score -1.167984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11679833.000000 Penalty: 3697.838379
	Iteration 46Q: 3 clusters Score -1.167983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11679827.000000 Penalty: 3697.838379
	Iteration 47Q: 3 clusters Score -1.167983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11679834.000000 Penalty: 3697.838379
	Iteration 48Q: 3 clusters Score -1.167983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11679831.000000 Penalty: 3697.838379
	Iteration 49Q: 3 clusters Score -1.167983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11679831.000000 Penalty: 3697.838379
	Iteration 50Q: 3 clusters Score -1.167983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11679823.000000 Penalty: 3697.838379
	Iteration 51Q: 3 clusters Score -1.167982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11679820.000000 Penalty: 3697.838379
	Iteration 52Q: 3 clusters Score -1.167982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11679818.000000 Penalty: 3697.838379
	Iteration 53Q: 3 clusters Score -1.167982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11679822.000000 Penalty: 3697.838379
	Iteration 54Q: 3 clusters Score -1.167982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11679823.000000 Penalty: 3697.838379
	Iteration 55Q: 3 clusters Score -1.167982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11679827.000000 Penalty: 3697.838379
	Iteration 56Q: 3 clusters Score -1.167983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11679820.000000 Penalty: 3697.838379
	Iteration 57Q: 3 clusters Score -1.167982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11679825.000000 Penalty: 3697.838379
	Iteration 58Q: 3 clusters Score -1.167982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11679825.000000 Penalty: 3697.838379
	Iteration 59Q: 3 clusters Score -1.167982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11679825.000000 Penalty: 3697.838379
	Iteration 60F: 3 clusters Score -1.167982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (70618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Entering Unmasked Estep 
Score: -9385750.000000 Penalty: 1814.318970
	Iteration 0F: 2 clusters Score -9385750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -9342005.000000 Penalty: 3628.637939
	Iteration 0F: 3 clusters Score -9342005 nChanged 33568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -9361606.000000 Penalty: 3628.637939
	Iteration 1F: 3 clusters Score -9361606 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -9362628.000000 Penalty: 3628.637939
	Iteration 2Q: 3 clusters Score -9362628 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9363986.000000 Penalty: 3628.637939
	Iteration 3Q: 3 clusters Score -9363986 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -9365772.000000 Penalty: 3628.637939
	Iteration 4F: 3 clusters Score -9365772 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -9367883.000000 Penalty: 3628.637939
	Iteration 5F: 3 clusters Score -9367883 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -9370319.000000 Penalty: 3628.637939
	Iteration 6F: 3 clusters Score -9370319 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -9372680.000000 Penalty: 3628.637939
	Iteration 7F: 3 clusters Score -9372680 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -9374894.000000 Penalty: 3628.637939
	Iteration 8F: 3 clusters Score -9374894 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -9376954.000000 Penalty: 3628.637939
	Iteration 9F: 3 clusters Score -9376954 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -9378547.000000 Penalty: 3628.637939
	Iteration 10Q: 3 clusters Score -9378547 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -9379817.000000 Penalty: 3628.637939
	Iteration 11Q: 3 clusters Score -9379817 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -9380747.000000 Penalty: 3628.637939
	Iteration 12Q: 3 clusters Score -9380747 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -9381473.000000 Penalty: 3628.637939
	Iteration 13Q: 3 clusters Score -9381473 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -9382088.000000 Penalty: 3628.637939
	Iteration 14Q: 3 clusters Score -9382088 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -9382643.000000 Penalty: 3628.637939
	Iteration 15Q: 3 clusters Score -9382643 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -9383147.000000 Penalty: 3628.637939
	Iteration 16Q: 3 clusters Score -9383147 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -9383576.000000 Penalty: 3628.637939
	Iteration 17Q: 3 clusters Score -9383576 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -9384032.000000 Penalty: 3628.637939
	Iteration 18Q: 3 clusters Score -9384032 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -9384315.000000 Penalty: 3628.637939
	Iteration 19Q: 3 clusters Score -9384315 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -9384591.000000 Penalty: 3628.637939
	Iteration 20F: 3 clusters Score -9384591 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -9384720.000000 Penalty: 3628.637939
	Iteration 21Q: 3 clusters Score -9384720 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -9384819.000000 Penalty: 3628.637939
	Iteration 22Q: 3 clusters Score -9384819 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -9384872.000000 Penalty: 3628.637939
	Iteration 23Q: 3 clusters Score -9384872 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -9384905.000000 Penalty: 3628.637939
	Iteration 24Q: 3 clusters Score -9384905 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -9384932.000000 Penalty: 3628.637939
	Iteration 25Q: 3 clusters Score -9384932 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9384925.000000 Penalty: 3628.637939
	Iteration 26Q: 3 clusters Score -9384925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -9384931.000000 Penalty: 3628.637939
	Iteration 27Q: 3 clusters Score -9384931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9384940.000000 Penalty: 3628.637939
	Iteration 28Q: 3 clusters Score -9384940 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -9384958.000000 Penalty: 3628.637939
	Iteration 29Q: 3 clusters Score -9384958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9384988.000000 Penalty: 3628.637939
	Iteration 30Q: 3 clusters Score -9384988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9384985.000000 Penalty: 3628.637939
	Iteration 31Q: 3 clusters Score -9384985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9384977.000000 Penalty: 3628.637939
	Iteration 32Q: 3 clusters Score -9384977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9384971.000000 Penalty: 3628.637939
	Iteration 33Q: 3 clusters Score -9384971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -9384975.000000 Penalty: 3628.637939
	Iteration 34Q: 3 clusters Score -9384975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -9384966.000000 Penalty: 3628.637939
	Iteration 35Q: 3 clusters Score -9384966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9384968.000000 Penalty: 3628.637939
	Iteration 36Q: 3 clusters Score -9384968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -9384956.000000 Penalty: 3628.637939
	Iteration 37Q: 3 clusters Score -9384956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -9384958.000000 Penalty: 3628.637939
	Iteration 38Q: 3 clusters Score -9384958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9384958.000000 Penalty: 3628.637939
	Iteration 39Q: 3 clusters Score -9384958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9384957.000000 Penalty: 3628.637939
	Iteration 40F: 3 clusters Score -9384957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -9384952.000000 Penalty: 3628.637939
	Iteration 41Q: 3 clusters Score -9384952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -9384947.000000 Penalty: 3628.637939
	Iteration 42Q: 3 clusters Score -9384947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -9384943.000000 Penalty: 3628.637939
	Iteration 43Q: 3 clusters Score -9384943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -9384951.000000 Penalty: 3628.637939
	Iteration 44Q: 3 clusters Score -9384951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -9384941.000000 Penalty: 3628.637939
	Iteration 45Q: 3 clusters Score -9384941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -9384935.000000 Penalty: 3628.637939
	Iteration 46Q: 3 clusters Score -9384935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -9384930.000000 Penalty: 3628.637939
	Iteration 47Q: 3 clusters Score -9384930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -9384928.000000 Penalty: 3628.637939
	Iteration 48Q: 3 clusters Score -9384928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -9384938.000000 Penalty: 3628.637939
	Iteration 49Q: 3 clusters Score -9384938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -9384942.000000 Penalty: 3628.637939
	Iteration 50Q: 3 clusters Score -9384942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -9384947.000000 Penalty: 3628.637939
	Iteration 51Q: 3 clusters Score -9384947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -9384943.000000 Penalty: 3628.637939
	Iteration 52Q: 3 clusters Score -9384943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9384947.000000 Penalty: 3628.637939
	Iteration 53Q: 3 clusters Score -9384947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -9384948.000000 Penalty: 3628.637939
	Iteration 54Q: 3 clusters Score -9384948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -9384946.000000 Penalty: 3628.637939
	Iteration 55Q: 3 clusters Score -9384946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -9384945.000000 Penalty: 3628.637939
	Iteration 56Q: 3 clusters Score -9384945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -9384948.000000 Penalty: 3628.637939
	Iteration 57Q: 3 clusters Score -9384948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9384943.000000 Penalty: 3628.637939
	Iteration 58Q: 3 clusters Score -9384943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -9384943.000000 Penalty: 3628.637939
	Iteration 59Q: 3 clusters Score -9384943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -9384942.000000 Penalty: 3628.637939
	Iteration 60F: 3 clusters Score -9384942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -9384941.000000 Penalty: 3628.637939
	Iteration 61Q: 3 clusters Score -9384941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -9384939.000000 Penalty: 3628.637939
	Iteration 62Q: 3 clusters Score -9384939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -9384939.000000 Penalty: 3628.637939
	Iteration 63F: 3 clusters Score -9384939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 9244 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30583 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2189 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49422 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 86393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50832 members 
Mstep: Class 45 contains 6222 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87375 members 
Mstep: Class 50 contains 70618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960752.000000 Penalty: 108896.726562
Iteration 279Q: 51 clusters Score -8.596075e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 52863 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9245 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67404 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30602 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2187 members 
Mstep: Class 29 contains 25993 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49596 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3200 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20538 members 
Mstep: Class 41 contains 86492 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51504 members 
Mstep: Class 45 contains 6232 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87383 members 
Mstep: Class 50 contains 69750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960416.000000 Penalty: 108896.726562
Iteration 280F: 51 clusters Score -8.596042e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8660 members 
Mstep: Class 5 contains 11074 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10163 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 53182 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9236 members 
Mstep: Class 19 contains 8524 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67457 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30620 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 25978 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49777 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20525 members 
Mstep: Class 41 contains 86608 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52129 members 
Mstep: Class 45 contains 6233 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87361 members 
Mstep: Class 50 contains 68927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960200.000000 Penalty: 108896.726562
Iteration 281Q: 51 clusters Score -8.59602e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 11074 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 14795 members 
Mstep: Class 14 contains 53525 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 8197 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67522 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30632 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 25974 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2397 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 49917 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3189 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20504 members 
Mstep: Class 41 contains 86704 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52679 members 
Mstep: Class 45 contains 6227 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87331 members 
Mstep: Class 50 contains 68151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959448.000000 Penalty: 108896.726562
Iteration 282Q: 51 clusters Score -8.595945e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8660 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 14793 members 
Mstep: Class 14 contains 53858 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67581 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30636 members 
Mstep: Class 27 contains 2174 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 25974 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2401 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50053 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20484 members 
Mstep: Class 41 contains 86763 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53283 members 
Mstep: Class 45 contains 6229 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87178 members 
Mstep: Class 50 contains 67481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959272.000000 Penalty: 108896.726562
Iteration 283Q: 51 clusters Score -8.595927e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8666 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 14 contains 54146 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9198 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67636 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30635 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 25978 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2403 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50165 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3179 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20478 members 
Mstep: Class 41 contains 86840 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53860 members 
Mstep: Class 45 contains 6228 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 87113 members 
Mstep: Class 50 contains 66814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958704.000000 Penalty: 108896.726562
Iteration 284Q: 51 clusters Score -8.59587e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 11081 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 54452 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9188 members 
Mstep: Class 19 contains 7239 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67668 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30644 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 25996 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2406 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50291 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20473 members 
Mstep: Class 41 contains 86880 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54475 members 
Mstep: Class 45 contains 6219 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86969 members 
Mstep: Class 50 contains 66211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958400.000000 Penalty: 108896.726562
Iteration 285Q: 51 clusters Score -8.59584e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 54773 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9178 members 
Mstep: Class 19 contains 6917 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67709 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30654 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 26001 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2407 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50432 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3166 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20458 members 
Mstep: Class 41 contains 86910 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55099 members 
Mstep: Class 45 contains 6217 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86815 members 
Mstep: Class 50 contains 65582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958152.000000 Penalty: 108896.726562
Iteration 286Q: 51 clusters Score -8.595815e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 5917 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 55092 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 6629 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67756 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30666 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 2178 members 
Mstep: Class 29 contains 26009 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2408 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50551 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3160 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20444 members 
Mstep: Class 41 contains 86953 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55727 members 
Mstep: Class 45 contains 6212 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86639 members 
Mstep: Class 50 contains 64914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958112.000000 Penalty: 108896.726562
Iteration 287Q: 51 clusters Score -8.595811e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 14794 members 
Mstep: Class 14 contains 55395 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 6362 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67791 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30686 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 2177 members 
Mstep: Class 29 contains 26023 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2408 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50676 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3154 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20430 members 
Mstep: Class 41 contains 86980 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56400 members 
Mstep: Class 45 contains 6205 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86472 members 
Mstep: Class 50 contains 64218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957992.000000 Penalty: 108896.726562
Iteration 288Q: 51 clusters Score -8.595799e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 14794 members 
Mstep: Class 14 contains 55670 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67827 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30708 members 
Mstep: Class 27 contains 2163 members 
Mstep: Class 28 contains 2176 members 
Mstep: Class 29 contains 26032 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2408 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50757 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3149 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20424 members 
Mstep: Class 41 contains 87014 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57086 members 
Mstep: Class 45 contains 6204 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86261 members 
Mstep: Class 50 contains 63589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957960.000000 Penalty: 108896.726562
Iteration 289Q: 51 clusters Score -8.595796e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 14794 members 
Mstep: Class 14 contains 55908 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9138 members 
Mstep: Class 19 contains 5877 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67856 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30727 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 2174 members 
Mstep: Class 29 contains 26042 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50852 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20412 members 
Mstep: Class 41 contains 87049 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57765 members 
Mstep: Class 45 contains 6202 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 86101 members 
Mstep: Class 50 contains 62932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957344.000000 Penalty: 108896.726562
Iteration 290Q: 51 clusters Score -8.595734e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 11126 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 5774 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 56169 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9122 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67892 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30744 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 2173 members 
Mstep: Class 29 contains 26050 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2411 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 50961 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3138 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20409 members 
Mstep: Class 41 contains 87066 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58428 members 
Mstep: Class 45 contains 6200 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85971 members 
Mstep: Class 50 contains 62275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85957032.000000 Penalty: 108896.726562
Iteration 291Q: 51 clusters Score -8.595703e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8661 members 
Mstep: Class 5 contains 11134 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10168 members 
Mstep: Class 12 contains 5717 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 56457 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9108 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67920 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30744 members 
Mstep: Class 27 contains 2158 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 26059 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2413 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51059 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20406 members 
Mstep: Class 41 contains 87085 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59061 members 
Mstep: Class 45 contains 6197 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85837 members 
Mstep: Class 50 contains 61641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956792.000000 Penalty: 108896.726562
Iteration 292Q: 51 clusters Score -8.595679e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8659 members 
Mstep: Class 5 contains 11142 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 5656 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 56759 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9099 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67963 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30748 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 26071 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2413 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51151 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3125 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20405 members 
Mstep: Class 41 contains 87089 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59680 members 
Mstep: Class 45 contains 6201 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85678 members 
Mstep: Class 50 contains 60986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956480.000000 Penalty: 108896.726562
Iteration 293Q: 51 clusters Score -8.595648e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8653 members 
Mstep: Class 5 contains 11154 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 14812 members 
Mstep: Class 14 contains 57053 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 4997 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67989 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30765 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 2167 members 
Mstep: Class 29 contains 26082 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2413 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51243 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3119 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20407 members 
Mstep: Class 41 contains 87094 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60257 members 
Mstep: Class 45 contains 6195 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85606 members 
Mstep: Class 50 contains 60290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956088.000000 Penalty: 108896.726562
Iteration 294Q: 51 clusters Score -8.595609e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8654 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10168 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 57360 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9089 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68007 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30780 members 
Mstep: Class 27 contains 2172 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 26106 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2413 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51353 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3110 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20416 members 
Mstep: Class 41 contains 87043 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60785 members 
Mstep: Class 45 contains 6204 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85572 members 
Mstep: Class 50 contains 59651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955624.000000 Penalty: 108896.726562
Iteration 295Q: 51 clusters Score -8.595562e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8650 members 
Mstep: Class 5 contains 11153 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 14813 members 
Mstep: Class 14 contains 57663 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 4612 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68019 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30785 members 
Mstep: Class 27 contains 2172 members 
Mstep: Class 28 contains 2163 members 
Mstep: Class 29 contains 26142 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51425 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20418 members 
Mstep: Class 41 contains 86995 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61291 members 
Mstep: Class 45 contains 6212 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85548 members 
Mstep: Class 50 contains 59040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955528.000000 Penalty: 108896.726562
Iteration 296Q: 51 clusters Score -8.595553e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10172 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 14825 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 4466 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68028 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30781 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2161 members 
Mstep: Class 29 contains 26194 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2416 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51509 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3098 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20422 members 
Mstep: Class 41 contains 86924 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61792 members 
Mstep: Class 45 contains 6221 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85547 members 
Mstep: Class 50 contains 58414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955408.000000 Penalty: 108896.726562
Iteration 297Q: 51 clusters Score -8.595541e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8644 members 
Mstep: Class 5 contains 11162 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 58120 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68029 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30777 members 
Mstep: Class 27 contains 2169 members 
Mstep: Class 28 contains 2159 members 
Mstep: Class 29 contains 26245 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2417 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51605 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3093 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20432 members 
Mstep: Class 41 contains 86849 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62276 members 
Mstep: Class 45 contains 6220 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85554 members 
Mstep: Class 50 contains 57818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954600.000000 Penalty: 108896.726562
Iteration 298Q: 51 clusters Score -8.59546e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8644 members 
Mstep: Class 5 contains 11175 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 58292 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68043 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30771 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 26303 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2417 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51718 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3089 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20440 members 
Mstep: Class 41 contains 86830 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62706 members 
Mstep: Class 45 contains 6220 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85447 members 
Mstep: Class 50 contains 57341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954464.000000 Penalty: 108896.726562
Iteration 299Q: 51 clusters Score -8.595446e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8648 members 
Mstep: Class 5 contains 11178 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 14860 members 
Mstep: Class 14 contains 58427 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68057 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30755 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 2148 members 
Mstep: Class 29 contains 26364 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51846 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3085 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20453 members 
Mstep: Class 41 contains 86796 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63134 members 
Mstep: Class 45 contains 6219 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85314 members 
Mstep: Class 50 contains 56907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954504.000000 Penalty: 108896.726562
Iteration 300F: 51 clusters Score -8.59545e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 11177 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 58504 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68077 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30747 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 2145 members 
Mstep: Class 29 contains 26408 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 51951 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3083 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20463 members 
Mstep: Class 41 contains 86803 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63608 members 
Mstep: Class 45 contains 6211 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 85137 members 
Mstep: Class 50 contains 56515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954304.000000 Penalty: 108896.726562
Iteration 301Q: 51 clusters Score -8.59543e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 58530 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 3922 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68090 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30738 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 2141 members 
Mstep: Class 29 contains 26460 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52033 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3080 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20470 members 
Mstep: Class 41 contains 86829 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64031 members 
Mstep: Class 45 contains 6203 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84938 members 
Mstep: Class 50 contains 56255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954040.000000 Penalty: 108896.726562
Iteration 302Q: 51 clusters Score -8.595404e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11180 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 58587 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68115 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30740 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 26506 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52145 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3078 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20485 members 
Mstep: Class 41 contains 86807 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64393 members 
Mstep: Class 45 contains 6186 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84709 members 
Mstep: Class 50 contains 56018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953928.000000 Penalty: 108896.726562
Iteration 303Q: 51 clusters Score -8.595393e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10166 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 58631 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9050 members 
Mstep: Class 19 contains 3789 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68139 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30749 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 2137 members 
Mstep: Class 29 contains 26535 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52250 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20487 members 
Mstep: Class 41 contains 86803 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64788 members 
Mstep: Class 45 contains 6176 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84460 members 
Mstep: Class 50 contains 55799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953816.000000 Penalty: 108896.726562
Iteration 304Q: 51 clusters Score -8.595382e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 14898 members 
Mstep: Class 14 contains 58681 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68143 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30759 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 2134 members 
Mstep: Class 29 contains 26561 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52325 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20494 members 
Mstep: Class 41 contains 86817 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65166 members 
Mstep: Class 45 contains 6162 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 84188 members 
Mstep: Class 50 contains 55650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953832.000000 Penalty: 108896.726562
Iteration 305Q: 51 clusters Score -8.595383e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 58744 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68147 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30759 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 26581 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52392 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3075 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20500 members 
Mstep: Class 41 contains 86815 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65551 members 
Mstep: Class 45 contains 6152 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 83893 members 
Mstep: Class 50 contains 55525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953760.000000 Penalty: 108896.726562
Iteration 306Q: 51 clusters Score -8.595376e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11141 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 58781 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68150 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30759 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26611 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52437 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3076 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20506 members 
Mstep: Class 41 contains 86810 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65898 members 
Mstep: Class 45 contains 6138 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 83677 members 
Mstep: Class 50 contains 55375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953536.000000 Penalty: 108896.726562
Iteration 307Q: 51 clusters Score -8.595354e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11134 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 58819 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68153 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30766 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26643 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52499 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3074 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20515 members 
Mstep: Class 41 contains 86806 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66193 members 
Mstep: Class 45 contains 6128 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 83447 members 
Mstep: Class 50 contains 55265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953168.000000 Penalty: 108896.726562
Iteration 308Q: 51 clusters Score -8.595317e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 11132 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 58847 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68162 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30769 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26667 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52562 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3065 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20523 members 
Mstep: Class 41 contains 86805 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66394 members 
Mstep: Class 45 contains 6131 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 83282 members 
Mstep: Class 50 contains 55190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953160.000000 Penalty: 108896.726562
Iteration 309Q: 51 clusters Score -8.595316e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 11130 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 14910 members 
Mstep: Class 14 contains 58896 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68162 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30763 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26691 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52631 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3058 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20528 members 
Mstep: Class 41 contains 86790 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66589 members 
Mstep: Class 45 contains 6134 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 83075 members 
Mstep: Class 50 contains 55150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952920.000000 Penalty: 108896.726562
Iteration 310Q: 51 clusters Score -8.595292e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 11113 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 4656 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 58970 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68161 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30757 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52705 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3055 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20537 members 
Mstep: Class 41 contains 86778 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66747 members 
Mstep: Class 45 contains 6137 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82863 members 
Mstep: Class 50 contains 55140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952712.000000 Penalty: 108896.726562
Iteration 311Q: 51 clusters Score -8.595271e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 4604 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 59026 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68164 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30748 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26729 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52766 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3051 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20545 members 
Mstep: Class 41 contains 86796 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66872 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82645 members 
Mstep: Class 50 contains 55146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953048.000000 Penalty: 108896.726562
Iteration 312Q: 51 clusters Score -8.595305e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8681 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 4548 members 
Mstep: Class 13 contains 14910 members 
Mstep: Class 14 contains 59090 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68168 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30737 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 26761 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52827 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3046 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20551 members 
Mstep: Class 41 contains 86793 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66970 members 
Mstep: Class 45 contains 6146 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82471 members 
Mstep: Class 50 contains 55144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952936.000000 Penalty: 108896.726562
Iteration 313Q: 51 clusters Score -8.595294e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 59160 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68167 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30725 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 26806 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52902 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20560 members 
Mstep: Class 41 contains 86806 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67024 members 
Mstep: Class 45 contains 6148 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82271 members 
Mstep: Class 50 contains 55154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952808.000000 Penalty: 108896.726562
Iteration 314Q: 51 clusters Score -8.595281e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8688 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10163 members 
Mstep: Class 12 contains 4472 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 59235 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68168 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30727 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 26848 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52981 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20571 members 
Mstep: Class 41 contains 86814 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67062 members 
Mstep: Class 45 contains 6148 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 82070 members 
Mstep: Class 50 contains 55172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952864.000000 Penalty: 108896.726562
Iteration 315Q: 51 clusters Score -8.595286e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8692 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10162 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 59318 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68174 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30723 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 26889 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53049 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20594 members 
Mstep: Class 41 contains 86837 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67073 members 
Mstep: Class 45 contains 6156 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81856 members 
Mstep: Class 50 contains 55207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952784.000000 Penalty: 108896.726562
Iteration 316Q: 51 clusters Score -8.595278e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 59374 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68187 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30727 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 2126 members 
Mstep: Class 29 contains 26932 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53112 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20609 members 
Mstep: Class 41 contains 86893 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67088 members 
Mstep: Class 45 contains 6159 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81631 members 
Mstep: Class 50 contains 55266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952544.000000 Penalty: 108896.726562
Iteration 317Q: 51 clusters Score -8.595254e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 59414 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68201 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30730 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 2125 members 
Mstep: Class 29 contains 26992 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53159 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20615 members 
Mstep: Class 41 contains 86932 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67081 members 
Mstep: Class 45 contains 6162 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81457 members 
Mstep: Class 50 contains 55313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952344.000000 Penalty: 108896.726562
Iteration 318Q: 51 clusters Score -8.595234e+07 nChanged 1087
Entering ConstructFrom: 
Score: -85952344.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -96867.429688 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -96867.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95640.406250 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -95640.41 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95900.757812 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -95900.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95990.835938 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -95990.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96052.382812 Penalty: 2165.518066
	Iteration 3F: 3 clusters Score -96052.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96084.132812 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -96084.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96112.835938 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -96112.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96135.640625 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -96135.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96151.953125 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -96151.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96164.554688 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -96164.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96172.609375 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -96172.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96179.734375 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -96179.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96182.476562 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -96182.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96187.000000 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -96187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96190.781250 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -96190.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -96192.281250 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -96192.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -96192.281250 Penalty: 2165.518066
	Iteration 15F: 3 clusters Score -96192.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -73538.031250 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -73538.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72445.585938 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -72445.59 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72692.937500 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -72692.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72797.257812 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -72797.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72875.148438 Penalty: 2088.608643
	Iteration 3Q: 3 clusters Score -72875.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72925.812500 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -72925.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72947.351562 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -72947.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72967.039062 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -72967.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72998.671875 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -72998.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73011.070312 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -73011.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73024.132812 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -73024.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73027.265625 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -73027.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73031.601562 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -73031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73035.265625 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -73035.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73038.906250 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -73038.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73046.328125 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -73046.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73049.328125 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -73049.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73050.882812 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -73050.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73051.625000 Penalty: 2088.608643
	Iteration 17Q: 3 clusters Score -73051.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73051.625000 Penalty: 2088.608643
	Iteration 18F: 3 clusters Score -73051.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -89673.320312 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -89673.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88434.335938 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -88434.34 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88738.328125 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -88738.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88838.445312 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -88838.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88949.554688 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -88949.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89053.820312 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -89053.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89158.851562 Penalty: 2153.683105
	Iteration 5F: 3 clusters Score -89158.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89228.796875 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -89228.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89306.156250 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -89306.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89341.609375 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -89341.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89420.023438 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -89420.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89502.070312 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -89502.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89578.867188 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -89578.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89666.429688 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -89666.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89738.250000 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -89738.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89766.218750 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -89766.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89773.953125 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -89773.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89785.468750 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -89785.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89790.718750 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -89790.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89796.687500 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -89796.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89804.335938 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -89804.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89808.234375 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -89808.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89818.179688 Penalty: 2153.683105
	Iteration 21Q: 3 clusters Score -89818.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89818.179688 Penalty: 2153.683105
	Iteration 22F: 3 clusters Score -89818.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 375 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 59454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68217 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 27043 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20623 members 
Mstep: Class 41 contains 86957 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67077 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81297 members 
Mstep: Class 50 contains 55353 members 
Mstep: Class 51 contains 380 members 
Entering Unmasked Estep 
Score: -85951240.000000 Penalty: 111074.656250
Splitting cluster 3 changes total score from -85952344.000000 to -85951240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Entering Unmasked Estep 
Score: -1062716.500000 Penalty: 1473.938232
	Iteration 0F: 2 clusters Score -1062716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1056415.500000 Penalty: 2947.876465
	Iteration 0F: 3 clusters Score -1056416 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1058531.625000 Penalty: 2947.876465
	Iteration 1F: 3 clusters Score -1058532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1058965.875000 Penalty: 2947.876465
	Iteration 2F: 3 clusters Score -1058966 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1059406.125000 Penalty: 2947.876465
	Iteration 3F: 3 clusters Score -1059406 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1059822.875000 Penalty: 2947.876465
	Iteration 4F: 3 clusters Score -1059823 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1060178.750000 Penalty: 2947.876465
	Iteration 5F: 3 clusters Score -1060179 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1060557.000000 Penalty: 2947.876465
	Iteration 6F: 3 clusters Score -1060557 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1060942.000000 Penalty: 2947.876465
	Iteration 7F: 3 clusters Score -1060942 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1061299.000000 Penalty: 2947.876465
	Iteration 8F: 3 clusters Score -1061299 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1061522.500000 Penalty: 2947.876465
	Iteration 9Q: 3 clusters Score -1061522 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1061645.750000 Penalty: 2947.876465
	Iteration 10Q: 3 clusters Score -1061646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1061728.750000 Penalty: 2947.876465
	Iteration 11Q: 3 clusters Score -1061729 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1061778.000000 Penalty: 2947.876465
	Iteration 12Q: 3 clusters Score -1061778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1061810.500000 Penalty: 2947.876465
	Iteration 13Q: 3 clusters Score -1061810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1061831.000000 Penalty: 2947.876465
	Iteration 14Q: 3 clusters Score -1061831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1061847.250000 Penalty: 2947.876465
	Iteration 15Q: 3 clusters Score -1061847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1061871.875000 Penalty: 2947.876465
	Iteration 16Q: 3 clusters Score -1061872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1061889.125000 Penalty: 2947.876465
	Iteration 17Q: 3 clusters Score -1061889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1061901.125000 Penalty: 2947.876465
	Iteration 18Q: 3 clusters Score -1061901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1061914.000000 Penalty: 2947.876465
	Iteration 19Q: 3 clusters Score -1061914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1061928.250000 Penalty: 2947.876465
	Iteration 20F: 3 clusters Score -1061928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1061935.375000 Penalty: 2947.876465
	Iteration 21Q: 3 clusters Score -1061935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1061942.375000 Penalty: 2947.876465
	Iteration 22Q: 3 clusters Score -1061942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1061946.375000 Penalty: 2947.876465
	Iteration 23Q: 3 clusters Score -1061946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1061951.875000 Penalty: 2947.876465
	Iteration 24Q: 3 clusters Score -1061952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1061958.000000 Penalty: 2947.876465
	Iteration 25Q: 3 clusters Score -1061958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1061963.500000 Penalty: 2947.876465
	Iteration 26Q: 3 clusters Score -1061964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1061965.500000 Penalty: 2947.876465
	Iteration 27Q: 3 clusters Score -1061966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1061969.625000 Penalty: 2947.876465
	Iteration 28Q: 3 clusters Score -1061970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1061968.750000 Penalty: 2947.876465
	Iteration 29Q: 3 clusters Score -1061969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1061970.500000 Penalty: 2947.876465
	Iteration 30Q: 3 clusters Score -1061970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1061971.000000 Penalty: 2947.876465
	Iteration 31Q: 3 clusters Score -1061971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1061971.500000 Penalty: 2947.876465
	Iteration 32Q: 3 clusters Score -1061972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1061973.875000 Penalty: 2947.876465
	Iteration 33Q: 3 clusters Score -1061974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1061972.000000 Penalty: 2947.876465
	Iteration 34Q: 3 clusters Score -1061972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1061972.000000 Penalty: 2947.876465
	Iteration 35F: 3 clusters Score -1061972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Entering Unmasked Estep 
Score: -1409405.875000 Penalty: 1511.872559
	Iteration 0F: 2 clusters Score -1409406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1401617.250000 Penalty: 3023.745117
	Iteration 0F: 3 clusters Score -1401617 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1404232.000000 Penalty: 3023.745117
	Iteration 1F: 3 clusters Score -1404232 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1404467.750000 Penalty: 3023.745117
	Iteration 2F: 3 clusters Score -1404468 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1404642.000000 Penalty: 3023.745117
	Iteration 3Q: 3 clusters Score -1404642 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1404800.875000 Penalty: 3023.745117
	Iteration 4Q: 3 clusters Score -1404801 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1404971.375000 Penalty: 3023.745117
	Iteration 5Q: 3 clusters Score -1404971 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1405138.875000 Penalty: 3023.745117
	Iteration 6Q: 3 clusters Score -1405139 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1405337.625000 Penalty: 3023.745117
	Iteration 7Q: 3 clusters Score -1405338 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1405591.000000 Penalty: 3023.745117
	Iteration 8Q: 3 clusters Score -1405591 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1405910.500000 Penalty: 3023.745117
	Iteration 9Q: 3 clusters Score -1405910 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1406247.875000 Penalty: 3023.745117
	Iteration 10Q: 3 clusters Score -1406248 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1406623.750000 Penalty: 3023.745117
	Iteration 11Q: 3 clusters Score -1406624 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1406985.375000 Penalty: 3023.745117
	Iteration 12Q: 3 clusters Score -1406985 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1407261.750000 Penalty: 3023.745117
	Iteration 13Q: 3 clusters Score -1407262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1407459.875000 Penalty: 3023.745117
	Iteration 14Q: 3 clusters Score -1407460 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1407609.875000 Penalty: 3023.745117
	Iteration 15Q: 3 clusters Score -1407610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1407730.125000 Penalty: 3023.745117
	Iteration 16Q: 3 clusters Score -1407730 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1407819.500000 Penalty: 3023.745117
	Iteration 17Q: 3 clusters Score -1407820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1407877.000000 Penalty: 3023.745117
	Iteration 18Q: 3 clusters Score -1407877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1407926.875000 Penalty: 3023.745117
	Iteration 19Q: 3 clusters Score -1407927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1407956.500000 Penalty: 3023.745117
	Iteration 20F: 3 clusters Score -1407956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1407981.500000 Penalty: 3023.745117
	Iteration 21Q: 3 clusters Score -1407982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1407995.875000 Penalty: 3023.745117
	Iteration 22Q: 3 clusters Score -1407996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1408005.875000 Penalty: 3023.745117
	Iteration 23Q: 3 clusters Score -1408006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1408019.000000 Penalty: 3023.745117
	Iteration 24Q: 3 clusters Score -1408019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1408022.125000 Penalty: 3023.745117
	Iteration 25Q: 3 clusters Score -1408022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1408029.375000 Penalty: 3023.745117
	Iteration 26Q: 3 clusters Score -1408029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1408036.875000 Penalty: 3023.745117
	Iteration 27Q: 3 clusters Score -1408037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1408045.500000 Penalty: 3023.745117
	Iteration 28Q: 3 clusters Score -1408046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1408049.375000 Penalty: 3023.745117
	Iteration 29Q: 3 clusters Score -1408049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1408050.750000 Penalty: 3023.745117
	Iteration 30Q: 3 clusters Score -1408051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1408055.250000 Penalty: 3023.745117
	Iteration 31Q: 3 clusters Score -1408055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1408056.750000 Penalty: 3023.745117
	Iteration 32Q: 3 clusters Score -1408057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1408063.250000 Penalty: 3023.745117
	Iteration 33Q: 3 clusters Score -1408063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1408066.250000 Penalty: 3023.745117
	Iteration 34Q: 3 clusters Score -1408066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1408066.000000 Penalty: 3023.745117
	Iteration 35Q: 3 clusters Score -1408066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1408068.875000 Penalty: 3023.745117
	Iteration 36Q: 3 clusters Score -1408069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1408069.625000 Penalty: 3023.745117
	Iteration 37Q: 3 clusters Score -1408070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1408074.250000 Penalty: 3023.745117
	Iteration 38Q: 3 clusters Score -1408074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1408073.125000 Penalty: 3023.745117
	Iteration 39Q: 3 clusters Score -1408073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1408072.125000 Penalty: 3023.745117
	Iteration 40F: 3 clusters Score -1408072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1408071.000000 Penalty: 3023.745117
	Iteration 41Q: 3 clusters Score -1408071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1408071.500000 Penalty: 3023.745117
	Iteration 42Q: 3 clusters Score -1408072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1408072.125000 Penalty: 3023.745117
	Iteration 43Q: 3 clusters Score -1408072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1408072.125000 Penalty: 3023.745117
	Iteration 44Q: 3 clusters Score -1408072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1408072.125000 Penalty: 3023.745117
	Iteration 45F: 3 clusters Score -1408072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -73550.101562 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -73550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72392.218750 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -72392.22 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72571.781250 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -72571.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72637.460938 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -72637.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72678.125000 Penalty: 2089.134277
	Iteration 3Q: 3 clusters Score -72678.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72709.101562 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -72709.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72728.484375 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -72728.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72739.781250 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -72739.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72747.648438 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -72747.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72755.007812 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -72755.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72758.226562 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -72758.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72763.546875 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -72763.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72769.062500 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -72769.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72773.031250 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -72773.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72773.890625 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -72773.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72774.515625 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -72774.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72774.515625 Penalty: 2089.134277
	Iteration 15F: 3 clusters Score -72774.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20383.107422 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20383.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20444.351562 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20444.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20448.560547 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20448.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20458.505859 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20458.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20458.505859 Penalty: 1659.432373
	Iteration 4F: 3 clusters Score -20458.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44407.496094 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44407.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44545.093750 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44545.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44604.390625 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44604.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44667.207031 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -44667.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44752.289062 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -44752.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44824.589844 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44824.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44849.867188 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44849.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44859.531250 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -44859.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44865.285156 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -44865.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44865.285156 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -44865.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63594.285156 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63594.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62515.121094 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62515.12 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63010.019531 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -63010.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63167.253906 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -63167.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63233.628906 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -63233.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63300.839844 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -63300.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63336.480469 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -63336.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63368.031250 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -63368.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -63383.375000 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -63383.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63395.324219 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -63395.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -63405.695312 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -63405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -63407.765625 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -63407.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63410.441406 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -63410.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63422.660156 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -63422.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63429.359375 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -63429.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63433.417969 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -63433.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63433.417969 Penalty: 2085.437988
	Iteration 15F: 3 clusters Score -63433.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16632.949219 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16632.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16904.476562 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -16904.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17112.414062 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17112.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17284.898438 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -17284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17442.759766 Penalty: 1934.804077
	Iteration 4F: 3 clusters Score -17442.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17454.265625 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17454.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17470.132812 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17470.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17476.755859 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17476.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17484.998047 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17494.070312 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17494.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17515.310547 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17515.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17556.060547 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17556.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17568.169922 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17568.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17575.291016 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -17575.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17583.544922 Penalty: 1934.804077
	Iteration 14Q: 3 clusters Score -17583.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17584.138672 Penalty: 1934.804077
	Iteration 15Q: 3 clusters Score -17584.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17584.138672 Penalty: 1934.804077
	Iteration 16F: 3 clusters Score -17584.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 183 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 59454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68217 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 27043 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20623 members 
Mstep: Class 41 contains 86957 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67077 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81297 members 
Mstep: Class 50 contains 55353 members 
Mstep: Class 51 contains 202 members 
Entering Unmasked Estep 
Score: -85951152.000000 Penalty: 111074.656250
Splitting cluster 10 changes total score from -85952344.000000 to -85951152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -1303979.750000 Penalty: 1499.227783
	Iteration 0F: 2 clusters Score -1303980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1296813.500000 Penalty: 2998.455566
	Iteration 0F: 3 clusters Score -1296814 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1299362.250000 Penalty: 2998.455566
	Iteration 1F: 3 clusters Score -1299362 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1299912.500000 Penalty: 2998.455566
	Iteration 2F: 3 clusters Score -1299912 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1300519.625000 Penalty: 2998.455566
	Iteration 3F: 3 clusters Score -1300520 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1301121.500000 Penalty: 2998.455566
	Iteration 4F: 3 clusters Score -1301122 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1301608.125000 Penalty: 2998.455566
	Iteration 5F: 3 clusters Score -1301608 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1302039.250000 Penalty: 2998.455566
	Iteration 6F: 3 clusters Score -1302039 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1302382.875000 Penalty: 2998.455566
	Iteration 7Q: 3 clusters Score -1302383 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1302710.500000 Penalty: 2998.455566
	Iteration 8Q: 3 clusters Score -1302710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1303040.875000 Penalty: 2998.455566
	Iteration 9Q: 3 clusters Score -1303041 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1303308.750000 Penalty: 2998.455566
	Iteration 10Q: 3 clusters Score -1303309 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1303445.750000 Penalty: 2998.455566
	Iteration 11Q: 3 clusters Score -1303446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1303499.500000 Penalty: 2998.455566
	Iteration 12Q: 3 clusters Score -1303500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1303531.500000 Penalty: 2998.455566
	Iteration 13Q: 3 clusters Score -1303532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1303542.625000 Penalty: 2998.455566
	Iteration 14Q: 3 clusters Score -1303543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1303557.375000 Penalty: 2998.455566
	Iteration 15Q: 3 clusters Score -1303557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1303574.375000 Penalty: 2998.455566
	Iteration 16Q: 3 clusters Score -1303574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1303575.250000 Penalty: 2998.455566
	Iteration 17Q: 3 clusters Score -1303575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1303583.750000 Penalty: 2998.455566
	Iteration 18Q: 3 clusters Score -1303584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1303587.000000 Penalty: 2998.455566
	Iteration 19Q: 3 clusters Score -1303587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1303587.875000 Penalty: 2998.455566
	Iteration 20F: 3 clusters Score -1303588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1303591.750000 Penalty: 2998.455566
	Iteration 21Q: 3 clusters Score -1303592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1303594.375000 Penalty: 2998.455566
	Iteration 22Q: 3 clusters Score -1303594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1303598.500000 Penalty: 2998.455566
	Iteration 23Q: 3 clusters Score -1303598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1303597.000000 Penalty: 2998.455566
	Iteration 24Q: 3 clusters Score -1303597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1303601.125000 Penalty: 2998.455566
	Iteration 25Q: 3 clusters Score -1303601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1303601.375000 Penalty: 2998.455566
	Iteration 26Q: 3 clusters Score -1303601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1303600.375000 Penalty: 2998.455566
	Iteration 27Q: 3 clusters Score -1303600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1303600.750000 Penalty: 2998.455566
	Iteration 28Q: 3 clusters Score -1303601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1303601.375000 Penalty: 2998.455566
	Iteration 29Q: 3 clusters Score -1303601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1303609.500000 Penalty: 2998.455566
	Iteration 30Q: 3 clusters Score -1303610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1303614.375000 Penalty: 2998.455566
	Iteration 31Q: 3 clusters Score -1303614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1303614.625000 Penalty: 2998.455566
	Iteration 32Q: 3 clusters Score -1303615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1303617.000000 Penalty: 2998.455566
	Iteration 33Q: 3 clusters Score -1303617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1303620.500000 Penalty: 2998.455566
	Iteration 34Q: 3 clusters Score -1303620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1303624.000000 Penalty: 2998.455566
	Iteration 35Q: 3 clusters Score -1303624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1303627.875000 Penalty: 2998.455566
	Iteration 36Q: 3 clusters Score -1303628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1303626.000000 Penalty: 2998.455566
	Iteration 37Q: 3 clusters Score -1303626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1303627.250000 Penalty: 2998.455566
	Iteration 38Q: 3 clusters Score -1303627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1303630.375000 Penalty: 2998.455566
	Iteration 39Q: 3 clusters Score -1303630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1303631.875000 Penalty: 2998.455566
	Iteration 40F: 3 clusters Score -1303632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1303632.875000 Penalty: 2998.455566
	Iteration 41Q: 3 clusters Score -1303633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1303632.375000 Penalty: 2998.455566
	Iteration 42Q: 3 clusters Score -1303632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1303634.875000 Penalty: 2998.455566
	Iteration 43Q: 3 clusters Score -1303635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1303633.625000 Penalty: 2998.455566
	Iteration 44Q: 3 clusters Score -1303634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1303640.875000 Penalty: 2998.455566
	Iteration 45Q: 3 clusters Score -1303641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1303641.625000 Penalty: 2998.455566
	Iteration 46Q: 3 clusters Score -1303642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1303641.750000 Penalty: 2998.455566
	Iteration 47Q: 3 clusters Score -1303642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1303640.375000 Penalty: 2998.455566
	Iteration 48Q: 3 clusters Score -1303640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1303642.500000 Penalty: 2998.455566
	Iteration 49Q: 3 clusters Score -1303642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1303643.625000 Penalty: 2998.455566
	Iteration 50Q: 3 clusters Score -1303644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1303644.625000 Penalty: 2998.455566
	Iteration 51Q: 3 clusters Score -1303645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1303645.875000 Penalty: 2998.455566
	Iteration 52Q: 3 clusters Score -1303646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1303645.375000 Penalty: 2998.455566
	Iteration 53Q: 3 clusters Score -1303645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1303648.375000 Penalty: 2998.455566
	Iteration 54Q: 3 clusters Score -1303648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1303648.250000 Penalty: 2998.455566
	Iteration 55Q: 3 clusters Score -1303648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1303648.250000 Penalty: 2998.455566
	Iteration 56F: 3 clusters Score -1303648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -580685.687500 Penalty: 1361.039795
	Iteration 0F: 2 clusters Score -580685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -577127.437500 Penalty: 2722.079590
	Iteration 0F: 3 clusters Score -577127.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -578019.687500 Penalty: 2722.079590
	Iteration 1F: 3 clusters Score -578019.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -578169.625000 Penalty: 2722.079590
	Iteration 2F: 3 clusters Score -578169.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -578268.875000 Penalty: 2722.079590
	Iteration 3Q: 3 clusters Score -578268.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -578331.562500 Penalty: 2722.079590
	Iteration 4Q: 3 clusters Score -578331.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -578379.687500 Penalty: 2722.079590
	Iteration 5Q: 3 clusters Score -578379.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -578418.375000 Penalty: 2722.079590
	Iteration 6Q: 3 clusters Score -578418.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -578456.812500 Penalty: 2722.079590
	Iteration 7Q: 3 clusters Score -578456.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -578484.062500 Penalty: 2722.079590
	Iteration 8Q: 3 clusters Score -578484.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -578508.625000 Penalty: 2722.079590
	Iteration 9Q: 3 clusters Score -578508.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -578537.562500 Penalty: 2722.079590
	Iteration 10Q: 3 clusters Score -578537.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -578564.875000 Penalty: 2722.079590
	Iteration 11Q: 3 clusters Score -578564.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -578585.812500 Penalty: 2722.079590
	Iteration 12Q: 3 clusters Score -578585.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -578610.750000 Penalty: 2722.079590
	Iteration 13Q: 3 clusters Score -578610.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -578627.687500 Penalty: 2722.079590
	Iteration 14Q: 3 clusters Score -578627.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -578640.000000 Penalty: 2722.079590
	Iteration 15Q: 3 clusters Score -578640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -578646.000000 Penalty: 2722.079590
	Iteration 16Q: 3 clusters Score -578646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -578656.250000 Penalty: 2722.079590
	Iteration 17Q: 3 clusters Score -578656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -578667.812500 Penalty: 2722.079590
	Iteration 18Q: 3 clusters Score -578667.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -578679.125000 Penalty: 2722.079590
	Iteration 19Q: 3 clusters Score -578679.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -578699.937500 Penalty: 2722.079590
	Iteration 20F: 3 clusters Score -578699.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -578727.062500 Penalty: 2722.079590
	Iteration 21Q: 3 clusters Score -578727.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -578758.625000 Penalty: 2722.079590
	Iteration 22Q: 3 clusters Score -578758.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -578792.250000 Penalty: 2722.079590
	Iteration 23Q: 3 clusters Score -578792.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -578833.062500 Penalty: 2722.079590
	Iteration 24Q: 3 clusters Score -578833.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -578877.250000 Penalty: 2722.079590
	Iteration 25Q: 3 clusters Score -578877.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -578931.625000 Penalty: 2722.079590
	Iteration 26Q: 3 clusters Score -578931.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -578987.812500 Penalty: 2722.079590
	Iteration 27Q: 3 clusters Score -578987.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -579056.687500 Penalty: 2722.079590
	Iteration 28Q: 3 clusters Score -579056.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -579124.875000 Penalty: 2722.079590
	Iteration 29Q: 3 clusters Score -579124.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -579180.500000 Penalty: 2722.079590
	Iteration 30Q: 3 clusters Score -579180.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -579215.250000 Penalty: 2722.079590
	Iteration 31Q: 3 clusters Score -579215.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -579251.312500 Penalty: 2722.079590
	Iteration 32Q: 3 clusters Score -579251.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -579296.562500 Penalty: 2722.079590
	Iteration 33Q: 3 clusters Score -579296.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -579343.500000 Penalty: 2722.079590
	Iteration 34Q: 3 clusters Score -579343.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -579379.250000 Penalty: 2722.079590
	Iteration 35Q: 3 clusters Score -579379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -579407.875000 Penalty: 2722.079590
	Iteration 36Q: 3 clusters Score -579407.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -579430.312500 Penalty: 2722.079590
	Iteration 37Q: 3 clusters Score -579430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -579440.437500 Penalty: 2722.079590
	Iteration 38Q: 3 clusters Score -579440.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -579453.750000 Penalty: 2722.079590
	Iteration 39Q: 3 clusters Score -579453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -579465.062500 Penalty: 2722.079590
	Iteration 40F: 3 clusters Score -579465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -579471.187500 Penalty: 2722.079590
	Iteration 41Q: 3 clusters Score -579471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -579479.187500 Penalty: 2722.079590
	Iteration 42Q: 3 clusters Score -579479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -579484.062500 Penalty: 2722.079590
	Iteration 43Q: 3 clusters Score -579484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -579487.187500 Penalty: 2722.079590
	Iteration 44Q: 3 clusters Score -579487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -579490.937500 Penalty: 2722.079590
	Iteration 45Q: 3 clusters Score -579490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -579494.750000 Penalty: 2722.079590
	Iteration 46Q: 3 clusters Score -579494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -579498.750000 Penalty: 2722.079590
	Iteration 47Q: 3 clusters Score -579498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -579503.125000 Penalty: 2722.079590
	Iteration 48Q: 3 clusters Score -579503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -579505.375000 Penalty: 2722.079590
	Iteration 49Q: 3 clusters Score -579505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -579505.000000 Penalty: 2722.079590
	Iteration 50Q: 3 clusters Score -579505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -579507.312500 Penalty: 2722.079590
	Iteration 51Q: 3 clusters Score -579507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -579507.312500 Penalty: 2722.079590
	Iteration 52F: 3 clusters Score -579507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Entering Unmasked Estep 
Score: -1936115.625000 Penalty: 1561.492310
	Iteration 0F: 2 clusters Score -1936116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1925845.750000 Penalty: 3122.984619
	Iteration 0F: 3 clusters Score -1925846 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1929455.000000 Penalty: 3122.984619
	Iteration 1F: 3 clusters Score -1929455 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1929749.000000 Penalty: 3122.984619
	Iteration 2F: 3 clusters Score -1929749 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1930004.250000 Penalty: 3122.984619
	Iteration 3Q: 3 clusters Score -1930004 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1930234.375000 Penalty: 3122.984619
	Iteration 4Q: 3 clusters Score -1930234 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1930496.875000 Penalty: 3122.984619
	Iteration 5Q: 3 clusters Score -1930497 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1930783.875000 Penalty: 3122.984619
	Iteration 6Q: 3 clusters Score -1930784 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1931152.375000 Penalty: 3122.984619
	Iteration 7Q: 3 clusters Score -1931152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1931607.625000 Penalty: 3122.984619
	Iteration 8Q: 3 clusters Score -1931608 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1932126.375000 Penalty: 3122.984619
	Iteration 9Q: 3 clusters Score -1932126 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1932645.000000 Penalty: 3122.984619
	Iteration 10Q: 3 clusters Score -1932645 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1933153.875000 Penalty: 3122.984619
	Iteration 11Q: 3 clusters Score -1933154 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1933601.000000 Penalty: 3122.984619
	Iteration 12Q: 3 clusters Score -1933601 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1933962.500000 Penalty: 3122.984619
	Iteration 13Q: 3 clusters Score -1933962 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1934213.125000 Penalty: 3122.984619
	Iteration 14Q: 3 clusters Score -1934213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1934350.750000 Penalty: 3122.984619
	Iteration 15Q: 3 clusters Score -1934351 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1934433.875000 Penalty: 3122.984619
	Iteration 16Q: 3 clusters Score -1934434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1934505.250000 Penalty: 3122.984619
	Iteration 17Q: 3 clusters Score -1934505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1934573.250000 Penalty: 3122.984619
	Iteration 18Q: 3 clusters Score -1934573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1934631.125000 Penalty: 3122.984619
	Iteration 19Q: 3 clusters Score -1934631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1934667.500000 Penalty: 3122.984619
	Iteration 20F: 3 clusters Score -1934668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1934699.375000 Penalty: 3122.984619
	Iteration 21Q: 3 clusters Score -1934699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1934721.875000 Penalty: 3122.984619
	Iteration 22Q: 3 clusters Score -1934722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1934739.875000 Penalty: 3122.984619
	Iteration 23Q: 3 clusters Score -1934740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1934751.500000 Penalty: 3122.984619
	Iteration 24Q: 3 clusters Score -1934752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1934762.375000 Penalty: 3122.984619
	Iteration 25Q: 3 clusters Score -1934762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1934770.625000 Penalty: 3122.984619
	Iteration 26Q: 3 clusters Score -1934771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1934776.875000 Penalty: 3122.984619
	Iteration 27Q: 3 clusters Score -1934777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1934786.500000 Penalty: 3122.984619
	Iteration 28Q: 3 clusters Score -1934786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1934797.375000 Penalty: 3122.984619
	Iteration 29Q: 3 clusters Score -1934797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1934805.375000 Penalty: 3122.984619
	Iteration 30Q: 3 clusters Score -1934805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1934810.875000 Penalty: 3122.984619
	Iteration 31Q: 3 clusters Score -1934811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1934821.750000 Penalty: 3122.984619
	Iteration 32Q: 3 clusters Score -1934822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1934826.750000 Penalty: 3122.984619
	Iteration 33Q: 3 clusters Score -1934827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1934828.250000 Penalty: 3122.984619
	Iteration 34Q: 3 clusters Score -1934828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1934829.125000 Penalty: 3122.984619
	Iteration 35Q: 3 clusters Score -1934829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1934830.500000 Penalty: 3122.984619
	Iteration 36Q: 3 clusters Score -1934830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1934831.000000 Penalty: 3122.984619
	Iteration 37Q: 3 clusters Score -1934831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1934832.875000 Penalty: 3122.984619
	Iteration 38Q: 3 clusters Score -1934833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1934832.750000 Penalty: 3122.984619
	Iteration 39Q: 3 clusters Score -1934833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1934832.750000 Penalty: 3122.984619
	Iteration 40F: 3 clusters Score -1934833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Entering Unmasked Estep 
Score: -7910659.000000 Penalty: 1786.355713
	Iteration 0F: 2 clusters Score -7910659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7872129.000000 Penalty: 3572.711426
	Iteration 0F: 3 clusters Score -7872129 nChanged 27985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -7888580.500000 Penalty: 3572.711426
	Iteration 1F: 3 clusters Score -7888580 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -7889612.000000 Penalty: 3572.711426
	Iteration 2Q: 3 clusters Score -7889612 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -7891049.500000 Penalty: 3572.711426
	Iteration 3F: 3 clusters Score -7891050 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -7893136.000000 Penalty: 3572.711426
	Iteration 4F: 3 clusters Score -7893136 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -7895771.000000 Penalty: 3572.711426
	Iteration 5F: 3 clusters Score -7895771 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -7899035.500000 Penalty: 3572.711426
	Iteration 6F: 3 clusters Score -7899036 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -7902056.500000 Penalty: 3572.711426
	Iteration 7F: 3 clusters Score -7902056 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7903986.500000 Penalty: 3572.711426
	Iteration 8F: 3 clusters Score -7903986 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -7904830.000000 Penalty: 3572.711426
	Iteration 9Q: 3 clusters Score -7904830 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -7905164.500000 Penalty: 3572.711426
	Iteration 10Q: 3 clusters Score -7905164 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7905474.500000 Penalty: 3572.711426
	Iteration 11Q: 3 clusters Score -7905474 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -7905701.500000 Penalty: 3572.711426
	Iteration 12Q: 3 clusters Score -7905702 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -7905861.000000 Penalty: 3572.711426
	Iteration 13Q: 3 clusters Score -7905861 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7905981.500000 Penalty: 3572.711426
	Iteration 14Q: 3 clusters Score -7905982 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -7906143.000000 Penalty: 3572.711426
	Iteration 15Q: 3 clusters Score -7906143 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -7906340.000000 Penalty: 3572.711426
	Iteration 16Q: 3 clusters Score -7906340 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -7906405.500000 Penalty: 3572.711426
	Iteration 17Q: 3 clusters Score -7906406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -7906494.000000 Penalty: 3572.711426
	Iteration 18Q: 3 clusters Score -7906494 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7906547.000000 Penalty: 3572.711426
	Iteration 19Q: 3 clusters Score -7906547 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -7906590.500000 Penalty: 3572.711426
	Iteration 20F: 3 clusters Score -7906590 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7906641.500000 Penalty: 3572.711426
	Iteration 21Q: 3 clusters Score -7906642 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -7906703.000000 Penalty: 3572.711426
	Iteration 22Q: 3 clusters Score -7906703 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7906725.500000 Penalty: 3572.711426
	Iteration 23Q: 3 clusters Score -7906726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7906754.000000 Penalty: 3572.711426
	Iteration 24Q: 3 clusters Score -7906754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7906767.500000 Penalty: 3572.711426
	Iteration 25Q: 3 clusters Score -7906768 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7906805.000000 Penalty: 3572.711426
	Iteration 26Q: 3 clusters Score -7906805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -7906829.000000 Penalty: 3572.711426
	Iteration 27Q: 3 clusters Score -7906829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -7906829.000000 Penalty: 3572.711426
	Iteration 28Q: 3 clusters Score -7906829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -7906847.000000 Penalty: 3572.711426
	Iteration 29Q: 3 clusters Score -7906847 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -7906863.000000 Penalty: 3572.711426
	Iteration 30Q: 3 clusters Score -7906863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -7906903.000000 Penalty: 3572.711426
	Iteration 31Q: 3 clusters Score -7906903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7906917.500000 Penalty: 3572.711426
	Iteration 32Q: 3 clusters Score -7906918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7906932.500000 Penalty: 3572.711426
	Iteration 33Q: 3 clusters Score -7906932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7906924.500000 Penalty: 3572.711426
	Iteration 34Q: 3 clusters Score -7906924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -7906965.000000 Penalty: 3572.711426
	Iteration 35Q: 3 clusters Score -7906965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -7906977.500000 Penalty: 3572.711426
	Iteration 36Q: 3 clusters Score -7906978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7906989.000000 Penalty: 3572.711426
	Iteration 37Q: 3 clusters Score -7906989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -7907001.500000 Penalty: 3572.711426
	Iteration 38Q: 3 clusters Score -7907002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7907008.000000 Penalty: 3572.711426
	Iteration 39Q: 3 clusters Score -7907008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -7907009.500000 Penalty: 3572.711426
	Iteration 40F: 3 clusters Score -7907010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7907009.500000 Penalty: 3572.711426
	Iteration 41Q: 3 clusters Score -7907010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7907019.000000 Penalty: 3572.711426
	Iteration 42Q: 3 clusters Score -7907019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -7907044.000000 Penalty: 3572.711426
	Iteration 43Q: 3 clusters Score -7907044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7907042.500000 Penalty: 3572.711426
	Iteration 44Q: 3 clusters Score -7907042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -7907046.500000 Penalty: 3572.711426
	Iteration 45Q: 3 clusters Score -7907046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7907060.000000 Penalty: 3572.711426
	Iteration 46Q: 3 clusters Score -7907060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -7907066.000000 Penalty: 3572.711426
	Iteration 47Q: 3 clusters Score -7907066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7907071.500000 Penalty: 3572.711426
	Iteration 48Q: 3 clusters Score -7907072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7907078.000000 Penalty: 3572.711426
	Iteration 49Q: 3 clusters Score -7907078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7907079.000000 Penalty: 3572.711426
	Iteration 50Q: 3 clusters Score -7907079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -7907071.500000 Penalty: 3572.711426
	Iteration 51Q: 3 clusters Score -7907072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7907074.500000 Penalty: 3572.711426
	Iteration 52Q: 3 clusters Score -7907074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -7907075.500000 Penalty: 3572.711426
	Iteration 53Q: 3 clusters Score -7907076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7907076.000000 Penalty: 3572.711426
	Iteration 54Q: 3 clusters Score -7907076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -7907090.500000 Penalty: 3572.711426
	Iteration 55Q: 3 clusters Score -7907090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7907092.500000 Penalty: 3572.711426
	Iteration 56Q: 3 clusters Score -7907092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7907094.500000 Penalty: 3572.711426
	Iteration 57Q: 3 clusters Score -7907094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -7907084.000000 Penalty: 3572.711426
	Iteration 58Q: 3 clusters Score -7907084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -7907082.500000 Penalty: 3572.711426
	Iteration 59Q: 3 clusters Score -7907082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -7907094.500000 Penalty: 3572.711426
	Iteration 60F: 3 clusters Score -7907094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7907096.000000 Penalty: 3572.711426
	Iteration 61Q: 3 clusters Score -7907096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -7907098.000000 Penalty: 3572.711426
	Iteration 62Q: 3 clusters Score -7907098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7907088.500000 Penalty: 3572.711426
	Iteration 63Q: 3 clusters Score -7907088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7907085.000000 Penalty: 3572.711426
	Iteration 64Q: 3 clusters Score -7907085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7907090.500000 Penalty: 3572.711426
	Iteration 65Q: 3 clusters Score -7907090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7907097.000000 Penalty: 3572.711426
	Iteration 66Q: 3 clusters Score -7907097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -7907107.500000 Penalty: 3572.711426
	Iteration 67Q: 3 clusters Score -7907108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7907122.000000 Penalty: 3572.711426
	Iteration 68Q: 3 clusters Score -7907122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7907128.500000 Penalty: 3572.711426
	Iteration 69Q: 3 clusters Score -7907128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7907148.000000 Penalty: 3572.711426
	Iteration 70Q: 3 clusters Score -7907148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7907164.500000 Penalty: 3572.711426
	Iteration 71Q: 3 clusters Score -7907164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -7907169.000000 Penalty: 3572.711426
	Iteration 72Q: 3 clusters Score -7907169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -7907193.000000 Penalty: 3572.711426
	Iteration 73Q: 3 clusters Score -7907193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -7907187.000000 Penalty: 3572.711426
	Iteration 74Q: 3 clusters Score -7907187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -7907193.000000 Penalty: 3572.711426
	Iteration 75Q: 3 clusters Score -7907193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -7907223.500000 Penalty: 3572.711426
	Iteration 76Q: 3 clusters Score -7907224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7907251.500000 Penalty: 3572.711426
	Iteration 77Q: 3 clusters Score -7907252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7907248.000000 Penalty: 3572.711426
	Iteration 78Q: 3 clusters Score -7907248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7907255.500000 Penalty: 3572.711426
	Iteration 79Q: 3 clusters Score -7907256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -7907277.000000 Penalty: 3572.711426
	Iteration 80F: 3 clusters Score -7907277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7907318.000000 Penalty: 3572.711426
	Iteration 81Q: 3 clusters Score -7907318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -7907340.500000 Penalty: 3572.711426
	Iteration 82Q: 3 clusters Score -7907340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -7907409.500000 Penalty: 3572.711426
	Iteration 83Q: 3 clusters Score -7907410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -7907425.500000 Penalty: 3572.711426
	Iteration 84Q: 3 clusters Score -7907426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -7907484.000000 Penalty: 3572.711426
	Iteration 85Q: 3 clusters Score -7907484 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -7907495.500000 Penalty: 3572.711426
	Iteration 86Q: 3 clusters Score -7907496 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -7907539.000000 Penalty: 3572.711426
	Iteration 87Q: 3 clusters Score -7907539 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -7907586.500000 Penalty: 3572.711426
	Iteration 88Q: 3 clusters Score -7907586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -7907649.500000 Penalty: 3572.711426
	Iteration 89Q: 3 clusters Score -7907650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -7907692.000000 Penalty: 3572.711426
	Iteration 90Q: 3 clusters Score -7907692 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -7907773.500000 Penalty: 3572.711426
	Iteration 91Q: 3 clusters Score -7907774 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -7907810.500000 Penalty: 3572.711426
	Iteration 92Q: 3 clusters Score -7907810 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -7907907.500000 Penalty: 3572.711426
	Iteration 93Q: 3 clusters Score -7907908 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -7907935.000000 Penalty: 3572.711426
	Iteration 94Q: 3 clusters Score -7907935 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -7907988.000000 Penalty: 3572.711426
	Iteration 95Q: 3 clusters Score -7907988 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -7908045.000000 Penalty: 3572.711426
	Iteration 96Q: 3 clusters Score -7908045 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -7908086.500000 Penalty: 3572.711426
	Iteration 97Q: 3 clusters Score -7908086 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -7908178.000000 Penalty: 3572.711426
	Iteration 98Q: 3 clusters Score -7908178 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -7908272.500000 Penalty: 3572.711426
	Iteration 99Q: 3 clusters Score -7908272 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -7908369.000000 Penalty: 3572.711426
	Iteration 100F: 3 clusters Score -7908369 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -7908458.000000 Penalty: 3572.711426
	Iteration 101Q: 3 clusters Score -7908458 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -7908503.500000 Penalty: 3572.711426
	Iteration 102Q: 3 clusters Score -7908504 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -7908622.500000 Penalty: 3572.711426
	Iteration 103Q: 3 clusters Score -7908622 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -7908688.000000 Penalty: 3572.711426
	Iteration 104Q: 3 clusters Score -7908688 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -7908719.500000 Penalty: 3572.711426
	Iteration 105Q: 3 clusters Score -7908720 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -7908745.500000 Penalty: 3572.711426
	Iteration 106Q: 3 clusters Score -7908746 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7908853.500000 Penalty: 3572.711426
	Iteration 107Q: 3 clusters Score -7908854 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -7908900.000000 Penalty: 3572.711426
	Iteration 108Q: 3 clusters Score -7908900 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7908986.000000 Penalty: 3572.711426
	Iteration 109Q: 3 clusters Score -7908986 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7909066.500000 Penalty: 3572.711426
	Iteration 110Q: 3 clusters Score -7909066 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7909103.000000 Penalty: 3572.711426
	Iteration 111Q: 3 clusters Score -7909103 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7909210.500000 Penalty: 3572.711426
	Iteration 112Q: 3 clusters Score -7909210 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7909259.500000 Penalty: 3572.711426
	Iteration 113Q: 3 clusters Score -7909260 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7909328.500000 Penalty: 3572.711426
	Iteration 114Q: 3 clusters Score -7909328 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7909417.000000 Penalty: 3572.711426
	Iteration 115Q: 3 clusters Score -7909417 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7909452.500000 Penalty: 3572.711426
	Iteration 116Q: 3 clusters Score -7909452 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7909482.000000 Penalty: 3572.711426
	Iteration 117Q: 3 clusters Score -7909482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7909551.000000 Penalty: 3572.711426
	Iteration 118Q: 3 clusters Score -7909551 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7909616.000000 Penalty: 3572.711426
	Iteration 119Q: 3 clusters Score -7909616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7909674.000000 Penalty: 3572.711426
	Iteration 120F: 3 clusters Score -7909674 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7909662.500000 Penalty: 3572.711426
	Iteration 121Q: 3 clusters Score -7909662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7909688.500000 Penalty: 3572.711426
	Iteration 122Q: 3 clusters Score -7909688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7909700.500000 Penalty: 3572.711426
	Iteration 123Q: 3 clusters Score -7909700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7909702.000000 Penalty: 3572.711426
	Iteration 124Q: 3 clusters Score -7909702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7909697.000000 Penalty: 3572.711426
	Iteration 125Q: 3 clusters Score -7909697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7909699.500000 Penalty: 3572.711426
	Iteration 126Q: 3 clusters Score -7909700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7909704.500000 Penalty: 3572.711426
	Iteration 127Q: 3 clusters Score -7909704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7909705.000000 Penalty: 3572.711426
	Iteration 128Q: 3 clusters Score -7909705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7909691.000000 Penalty: 3572.711426
	Iteration 129Q: 3 clusters Score -7909691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7909684.500000 Penalty: 3572.711426
	Iteration 130Q: 3 clusters Score -7909684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7909673.500000 Penalty: 3572.711426
	Iteration 131Q: 3 clusters Score -7909674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7909670.500000 Penalty: 3572.711426
	Iteration 132Q: 3 clusters Score -7909670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7909665.000000 Penalty: 3572.711426
	Iteration 133Q: 3 clusters Score -7909665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7909663.500000 Penalty: 3572.711426
	Iteration 134Q: 3 clusters Score -7909664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7909664.500000 Penalty: 3572.711426
	Iteration 135Q: 3 clusters Score -7909664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7909667.500000 Penalty: 3572.711426
	Iteration 136Q: 3 clusters Score -7909668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7909666.000000 Penalty: 3572.711426
	Iteration 137Q: 3 clusters Score -7909666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7909680.500000 Penalty: 3572.711426
	Iteration 138Q: 3 clusters Score -7909680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7909678.500000 Penalty: 3572.711426
	Iteration 139Q: 3 clusters Score -7909678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7909674.500000 Penalty: 3572.711426
	Iteration 140F: 3 clusters Score -7909674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7909677.000000 Penalty: 3572.711426
	Iteration 141Q: 3 clusters Score -7909677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7909691.500000 Penalty: 3572.711426
	Iteration 142Q: 3 clusters Score -7909692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7909681.000000 Penalty: 3572.711426
	Iteration 143Q: 3 clusters Score -7909681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7909681.500000 Penalty: 3572.711426
	Iteration 144Q: 3 clusters Score -7909682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7909686.000000 Penalty: 3572.711426
	Iteration 145Q: 3 clusters Score -7909686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7909679.500000 Penalty: 3572.711426
	Iteration 146Q: 3 clusters Score -7909680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7909676.500000 Penalty: 3572.711426
	Iteration 147Q: 3 clusters Score -7909676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7909671.500000 Penalty: 3572.711426
	Iteration 148Q: 3 clusters Score -7909672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7909671.500000 Penalty: 3572.711426
	Iteration 149F: 3 clusters Score -7909672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -48943.878906 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -48943.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47931.707031 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -47931.71 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48117.933594 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -48117.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48219.500000 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -48219.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48293.359375 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -48293.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48363.847656 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -48363.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48390.414062 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -48390.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48421.683594 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -48421.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48437.984375 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -48437.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48461.757812 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -48461.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48487.816406 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -48487.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48539.980469 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -48539.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48584.843750 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -48584.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48610.847656 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -48610.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48633.425781 Penalty: 1981.143066
	Iteration 13Q: 3 clusters Score -48633.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48645.937500 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -48645.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48646.976562 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -48646.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48648.367188 Penalty: 1981.143066
	Iteration 16Q: 3 clusters Score -48648.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48651.960938 Penalty: 1981.143066
	Iteration 17F: 3 clusters Score -48651.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48679.269531 Penalty: 1981.143066
	Iteration 18Q: 3 clusters Score -48679.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48684.175781 Penalty: 1981.143066
	Iteration 19Q: 3 clusters Score -48684.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48694.128906 Penalty: 1981.143066
	Iteration 20F: 3 clusters Score -48694.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27968.292969 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -27968.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28148.294922 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28148.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28256.550781 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28256.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28356.474609 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -28356.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28401.318359 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28401.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28411.921875 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28411.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28411.921875 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -28411.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12816.969727 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12816.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12950.704102 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12950.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13022.518555 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -13022.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13050.614258 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13050.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13054.309570 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13054.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13054.309570 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -13054.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -1177191.250000 Penalty: 1479.829956
	Iteration 0F: 2 clusters Score -1177191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1170616.750000 Penalty: 2959.659912
	Iteration 0F: 3 clusters Score -1170617 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1172739.000000 Penalty: 2959.659912
	Iteration 1F: 3 clusters Score -1172739 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1172964.125000 Penalty: 2959.659912
	Iteration 2F: 3 clusters Score -1172964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1173153.000000 Penalty: 2959.659912
	Iteration 3Q: 3 clusters Score -1173153 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1173313.500000 Penalty: 2959.659912
	Iteration 4Q: 3 clusters Score -1173314 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1173452.375000 Penalty: 2959.659912
	Iteration 5Q: 3 clusters Score -1173452 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1173586.375000 Penalty: 2959.659912
	Iteration 6Q: 3 clusters Score -1173586 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1173725.000000 Penalty: 2959.659912
	Iteration 7Q: 3 clusters Score -1173725 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1173891.125000 Penalty: 2959.659912
	Iteration 8Q: 3 clusters Score -1173891 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1174083.875000 Penalty: 2959.659912
	Iteration 9Q: 3 clusters Score -1174084 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1174330.625000 Penalty: 2959.659912
	Iteration 10Q: 3 clusters Score -1174331 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1174606.875000 Penalty: 2959.659912
	Iteration 11Q: 3 clusters Score -1174607 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1174890.875000 Penalty: 2959.659912
	Iteration 12Q: 3 clusters Score -1174891 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1175138.000000 Penalty: 2959.659912
	Iteration 13Q: 3 clusters Score -1175138 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1175328.125000 Penalty: 2959.659912
	Iteration 14Q: 3 clusters Score -1175328 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1175444.625000 Penalty: 2959.659912
	Iteration 15Q: 3 clusters Score -1175445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1175525.625000 Penalty: 2959.659912
	Iteration 16Q: 3 clusters Score -1175526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1175570.000000 Penalty: 2959.659912
	Iteration 17Q: 3 clusters Score -1175570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1175608.625000 Penalty: 2959.659912
	Iteration 18Q: 3 clusters Score -1175609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1175636.250000 Penalty: 2959.659912
	Iteration 19Q: 3 clusters Score -1175636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1175673.250000 Penalty: 2959.659912
	Iteration 20F: 3 clusters Score -1175673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1175699.750000 Penalty: 2959.659912
	Iteration 21Q: 3 clusters Score -1175700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1175722.000000 Penalty: 2959.659912
	Iteration 22Q: 3 clusters Score -1175722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1175743.625000 Penalty: 2959.659912
	Iteration 23Q: 3 clusters Score -1175744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1175749.000000 Penalty: 2959.659912
	Iteration 24Q: 3 clusters Score -1175749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1175763.375000 Penalty: 2959.659912
	Iteration 25Q: 3 clusters Score -1175763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1175764.750000 Penalty: 2959.659912
	Iteration 26Q: 3 clusters Score -1175765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1175774.375000 Penalty: 2959.659912
	Iteration 27Q: 3 clusters Score -1175774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1175783.125000 Penalty: 2959.659912
	Iteration 28Q: 3 clusters Score -1175783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1175787.375000 Penalty: 2959.659912
	Iteration 29Q: 3 clusters Score -1175787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1175792.250000 Penalty: 2959.659912
	Iteration 30Q: 3 clusters Score -1175792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1175797.125000 Penalty: 2959.659912
	Iteration 31Q: 3 clusters Score -1175797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1175806.125000 Penalty: 2959.659912
	Iteration 32Q: 3 clusters Score -1175806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1175809.000000 Penalty: 2959.659912
	Iteration 33Q: 3 clusters Score -1175809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1175816.500000 Penalty: 2959.659912
	Iteration 34Q: 3 clusters Score -1175816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1175816.625000 Penalty: 2959.659912
	Iteration 35Q: 3 clusters Score -1175817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1175819.500000 Penalty: 2959.659912
	Iteration 36Q: 3 clusters Score -1175820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1175823.125000 Penalty: 2959.659912
	Iteration 37Q: 3 clusters Score -1175823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1175825.125000 Penalty: 2959.659912
	Iteration 38Q: 3 clusters Score -1175825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1175825.500000 Penalty: 2959.659912
	Iteration 39Q: 3 clusters Score -1175826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1175829.000000 Penalty: 2959.659912
	Iteration 40F: 3 clusters Score -1175829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1175833.375000 Penalty: 2959.659912
	Iteration 41Q: 3 clusters Score -1175833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1175831.000000 Penalty: 2959.659912
	Iteration 42Q: 3 clusters Score -1175831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1175832.000000 Penalty: 2959.659912
	Iteration 43Q: 3 clusters Score -1175832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1175833.125000 Penalty: 2959.659912
	Iteration 44Q: 3 clusters Score -1175833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1175833.375000 Penalty: 2959.659912
	Iteration 45Q: 3 clusters Score -1175833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1175832.375000 Penalty: 2959.659912
	Iteration 46Q: 3 clusters Score -1175832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1175836.500000 Penalty: 2959.659912
	Iteration 47Q: 3 clusters Score -1175836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1175838.750000 Penalty: 2959.659912
	Iteration 48Q: 3 clusters Score -1175839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1175836.250000 Penalty: 2959.659912
	Iteration 49Q: 3 clusters Score -1175836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1175838.000000 Penalty: 2959.659912
	Iteration 50Q: 3 clusters Score -1175838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1175839.625000 Penalty: 2959.659912
	Iteration 51Q: 3 clusters Score -1175840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1175839.250000 Penalty: 2959.659912
	Iteration 52Q: 3 clusters Score -1175839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1175839.125000 Penalty: 2959.659912
	Iteration 53Q: 3 clusters Score -1175839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1175841.125000 Penalty: 2959.659912
	Iteration 54Q: 3 clusters Score -1175841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1175842.125000 Penalty: 2959.659912
	Iteration 55Q: 3 clusters Score -1175842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1175843.250000 Penalty: 2959.659912
	Iteration 56Q: 3 clusters Score -1175843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1175842.500000 Penalty: 2959.659912
	Iteration 57Q: 3 clusters Score -1175842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1175843.125000 Penalty: 2959.659912
	Iteration 58Q: 3 clusters Score -1175843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1175843.250000 Penalty: 2959.659912
	Iteration 59Q: 3 clusters Score -1175843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1175843.250000 Penalty: 2959.659912
	Iteration 60F: 3 clusters Score -1175843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -439524.500000 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -439524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -436648.250000 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -436648.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -437267.093750 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -437267.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437394.937500 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -437394.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437472.156250 Penalty: 2631.465576
	Iteration 3Q: 3 clusters Score -437472.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -437527.406250 Penalty: 2631.465576
	Iteration 4Q: 3 clusters Score -437527.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -437570.687500 Penalty: 2631.465576
	Iteration 5Q: 3 clusters Score -437570.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -437605.937500 Penalty: 2631.465576
	Iteration 6Q: 3 clusters Score -437605.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -437641.093750 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -437641.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -437669.656250 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -437669.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -437707.781250 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -437707.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -437749.000000 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -437749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -437795.187500 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -437795.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -437838.968750 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -437839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -437883.343750 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -437883.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -437925.437500 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -437925.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -437980.125000 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -437980.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -438040.062500 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -438040.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -438100.031250 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -438100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -438154.843750 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -438154.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -438196.687500 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -438196.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -438231.062500 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -438231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -438258.968750 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -438259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -438274.812500 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -438274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -438288.187500 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -438288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -438298.625000 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -438298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -438310.687500 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -438310.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -438318.531250 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -438318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -438323.468750 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -438323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -438328.156250 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -438328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -438334.968750 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -438335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -438338.500000 Penalty: 2631.465576
	Iteration 30Q: 3 clusters Score -438338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -438337.937500 Penalty: 2631.465576
	Iteration 31Q: 3 clusters Score -438337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -438337.937500 Penalty: 2631.465576
	Iteration 32F: 3 clusters Score -438337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -651997.937500 Penalty: 1384.465820
	Iteration 0F: 2 clusters Score -651997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -647997.750000 Penalty: 2768.931641
	Iteration 0F: 3 clusters Score -647997.8 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -649141.562500 Penalty: 2768.931641
	Iteration 1F: 3 clusters Score -649141.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -649354.000000 Penalty: 2768.931641
	Iteration 2F: 3 clusters Score -649354 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -649535.687500 Penalty: 2768.931641
	Iteration 3F: 3 clusters Score -649535.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -649681.125000 Penalty: 2768.931641
	Iteration 4F: 3 clusters Score -649681.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -649833.875000 Penalty: 2768.931641
	Iteration 5Q: 3 clusters Score -649833.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -650012.125000 Penalty: 2768.931641
	Iteration 6F: 3 clusters Score -650012.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -650206.187500 Penalty: 2768.931641
	Iteration 7F: 3 clusters Score -650206.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -650396.375000 Penalty: 2768.931641
	Iteration 8Q: 3 clusters Score -650396.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -650558.375000 Penalty: 2768.931641
	Iteration 9Q: 3 clusters Score -650558.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -650710.875000 Penalty: 2768.931641
	Iteration 10Q: 3 clusters Score -650710.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -650821.375000 Penalty: 2768.931641
	Iteration 11Q: 3 clusters Score -650821.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -650886.625000 Penalty: 2768.931641
	Iteration 12Q: 3 clusters Score -650886.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -650924.937500 Penalty: 2768.931641
	Iteration 13Q: 3 clusters Score -650924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -650942.750000 Penalty: 2768.931641
	Iteration 14Q: 3 clusters Score -650942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -650956.687500 Penalty: 2768.931641
	Iteration 15Q: 3 clusters Score -650956.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -650971.875000 Penalty: 2768.931641
	Iteration 16Q: 3 clusters Score -650971.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -650984.250000 Penalty: 2768.931641
	Iteration 17Q: 3 clusters Score -650984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -650994.937500 Penalty: 2768.931641
	Iteration 18Q: 3 clusters Score -650994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -651003.000000 Penalty: 2768.931641
	Iteration 19Q: 3 clusters Score -651003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -651011.250000 Penalty: 2768.931641
	Iteration 20F: 3 clusters Score -651011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -651021.437500 Penalty: 2768.931641
	Iteration 21Q: 3 clusters Score -651021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -651024.937500 Penalty: 2768.931641
	Iteration 22Q: 3 clusters Score -651024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -651029.625000 Penalty: 2768.931641
	Iteration 23Q: 3 clusters Score -651029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -651032.000000 Penalty: 2768.931641
	Iteration 24Q: 3 clusters Score -651032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -651032.000000 Penalty: 2768.931641
	Iteration 25F: 3 clusters Score -651032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68447.125000 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68447.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68557.726562 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68557.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68645.851562 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -68645.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68737.585938 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -68737.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68782.453125 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68782.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68811.539062 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68811.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68835.148438 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68835.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68851.914062 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68851.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68865.289062 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68865.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68874.171875 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -68874.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68878.125000 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -68878.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68889.835938 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -68889.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68913.500000 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -68913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68914.640625 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -68914.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68914.640625 Penalty: 1931.409912
	Iteration 14F: 3 clusters Score -68914.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Entering Unmasked Estep 
Score: -9011750.000000 Penalty: 1808.697998
	Iteration 0F: 2 clusters Score -9011750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8969210.000000 Penalty: 3617.395996
	Iteration 0F: 3 clusters Score -8969210 nChanged 32354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -8987626.000000 Penalty: 3617.395996
	Iteration 1F: 3 clusters Score -8987626 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8988587.000000 Penalty: 3617.395996
	Iteration 2Q: 3 clusters Score -8988587 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8989961.000000 Penalty: 3617.395996
	Iteration 3Q: 3 clusters Score -8989961 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8991911.000000 Penalty: 3617.395996
	Iteration 4F: 3 clusters Score -8991911 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8994806.000000 Penalty: 3617.395996
	Iteration 5F: 3 clusters Score -8994806 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -8998760.000000 Penalty: 3617.395996
	Iteration 6F: 3 clusters Score -8998760 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -9003271.000000 Penalty: 3617.395996
	Iteration 7F: 3 clusters Score -9003271 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -9007032.000000 Penalty: 3617.395996
	Iteration 8F: 3 clusters Score -9007032 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -9009322.000000 Penalty: 3617.395996
	Iteration 9Q: 3 clusters Score -9009322 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -9010530.000000 Penalty: 3617.395996
	Iteration 10Q: 3 clusters Score -9010530 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -9011061.000000 Penalty: 3617.395996
	Iteration 11Q: 3 clusters Score -9011061 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -9011290.000000 Penalty: 3617.395996
	Iteration 12Q: 3 clusters Score -9011290 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -9011417.000000 Penalty: 3617.395996
	Iteration 13Q: 3 clusters Score -9011417 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9011496.000000 Penalty: 3617.395996
	Iteration 14Q: 3 clusters Score -9011496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -9011504.000000 Penalty: 3617.395996
	Iteration 15Q: 3 clusters Score -9011504 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -9011539.000000 Penalty: 3617.395996
	Iteration 16Q: 3 clusters Score -9011539 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -9011543.000000 Penalty: 3617.395996
	Iteration 17Q: 3 clusters Score -9011543 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -9011539.000000 Penalty: 3617.395996
	Iteration 18Q: 3 clusters Score -9011539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -9011518.000000 Penalty: 3617.395996
	Iteration 19Q: 3 clusters Score -9011518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -9011515.000000 Penalty: 3617.395996
	Iteration 20F: 3 clusters Score -9011515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -9011553.000000 Penalty: 3617.395996
	Iteration 21Q: 3 clusters Score -9011553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -9011553.000000 Penalty: 3617.395996
	Iteration 22Q: 3 clusters Score -9011553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -9011562.000000 Penalty: 3617.395996
	Iteration 23Q: 3 clusters Score -9011562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9011567.000000 Penalty: 3617.395996
	Iteration 24Q: 3 clusters Score -9011567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -9011545.000000 Penalty: 3617.395996
	Iteration 25Q: 3 clusters Score -9011545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9011567.000000 Penalty: 3617.395996
	Iteration 26Q: 3 clusters Score -9011567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -9011581.000000 Penalty: 3617.395996
	Iteration 27Q: 3 clusters Score -9011581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -9011587.000000 Penalty: 3617.395996
	Iteration 28Q: 3 clusters Score -9011587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -9011591.000000 Penalty: 3617.395996
	Iteration 29Q: 3 clusters Score -9011591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9011592.000000 Penalty: 3617.395996
	Iteration 30Q: 3 clusters Score -9011592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -9011588.000000 Penalty: 3617.395996
	Iteration 31Q: 3 clusters Score -9011588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -9011603.000000 Penalty: 3617.395996
	Iteration 32Q: 3 clusters Score -9011603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -9011611.000000 Penalty: 3617.395996
	Iteration 33Q: 3 clusters Score -9011611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -9011612.000000 Penalty: 3617.395996
	Iteration 34Q: 3 clusters Score -9011612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -9011606.000000 Penalty: 3617.395996
	Iteration 35Q: 3 clusters Score -9011606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -9011603.000000 Penalty: 3617.395996
	Iteration 36Q: 3 clusters Score -9011603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -9011607.000000 Penalty: 3617.395996
	Iteration 37Q: 3 clusters Score -9011607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -9011609.000000 Penalty: 3617.395996
	Iteration 38Q: 3 clusters Score -9011609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -9011603.000000 Penalty: 3617.395996
	Iteration 39Q: 3 clusters Score -9011603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -9011599.000000 Penalty: 3617.395996
	Iteration 40F: 3 clusters Score -9011599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9011600.000000 Penalty: 3617.395996
	Iteration 41Q: 3 clusters Score -9011600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -9011602.000000 Penalty: 3617.395996
	Iteration 42Q: 3 clusters Score -9011602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -9011595.000000 Penalty: 3617.395996
	Iteration 43Q: 3 clusters Score -9011595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -9011594.000000 Penalty: 3617.395996
	Iteration 44Q: 3 clusters Score -9011594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -9011594.000000 Penalty: 3617.395996
	Iteration 45F: 3 clusters Score -9011594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116128.078125 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116128.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116468.937500 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116468.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116648.000000 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116735.234375 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116820.820312 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116820.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116895.429688 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116895.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116966.648438 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116966.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117016.390625 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -117016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117039.804688 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -117039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117049.343750 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -117049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117056.406250 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -117056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117060.679688 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -117060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117060.679688 Penalty: 2191.436279
	Iteration 12F: 3 clusters Score -117060.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43538.328125 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43538.33 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43832.859375 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43832.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43949.417969 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43949.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44028.054688 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -44028.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44077.242188 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -44077.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44112.199219 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44120.511719 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44120.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44124.339844 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44124.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44140.519531 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44140.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44150.605469 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44150.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44152.714844 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -44152.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44152.714844 Penalty: 2014.505615
	Iteration 11F: 3 clusters Score -44152.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11625.876953 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11625.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11808.891602 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11808.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11892.926758 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11892.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11952.818359 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11952.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11997.362305 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11997.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11997.362305 Penalty: 1751.448364
	Iteration 5F: 3 clusters Score -11997.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Entering Unmasked Estep 
Score: -4024165.750000 Penalty: 1679.101074
	Iteration 0F: 2 clusters Score -4024166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4003301.000000 Penalty: 3358.202148
	Iteration 0F: 3 clusters Score -4003301 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4011644.000000 Penalty: 3358.202148
	Iteration 1F: 3 clusters Score -4011644 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4012358.250000 Penalty: 3358.202148
	Iteration 2F: 3 clusters Score -4012358 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4013273.250000 Penalty: 3358.202148
	Iteration 3F: 3 clusters Score -4013273 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4014572.750000 Penalty: 3358.202148
	Iteration 4F: 3 clusters Score -4014573 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4016267.250000 Penalty: 3358.202148
	Iteration 5F: 3 clusters Score -4016267 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4018222.250000 Penalty: 3358.202148
	Iteration 6F: 3 clusters Score -4018222 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4019911.750000 Penalty: 3358.202148
	Iteration 7F: 3 clusters Score -4019912 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4021056.500000 Penalty: 3358.202148
	Iteration 8Q: 3 clusters Score -4021056 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4021770.000000 Penalty: 3358.202148
	Iteration 9Q: 3 clusters Score -4021770 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4022217.500000 Penalty: 3358.202148
	Iteration 10Q: 3 clusters Score -4022218 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4022457.500000 Penalty: 3358.202148
	Iteration 11Q: 3 clusters Score -4022458 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4022598.000000 Penalty: 3358.202148
	Iteration 12Q: 3 clusters Score -4022598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4022666.750000 Penalty: 3358.202148
	Iteration 13Q: 3 clusters Score -4022667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4022735.000000 Penalty: 3358.202148
	Iteration 14Q: 3 clusters Score -4022735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4022787.000000 Penalty: 3358.202148
	Iteration 15Q: 3 clusters Score -4022787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4022821.000000 Penalty: 3358.202148
	Iteration 16Q: 3 clusters Score -4022821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4022840.250000 Penalty: 3358.202148
	Iteration 17Q: 3 clusters Score -4022840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4022860.750000 Penalty: 3358.202148
	Iteration 18Q: 3 clusters Score -4022861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4022883.750000 Penalty: 3358.202148
	Iteration 19Q: 3 clusters Score -4022884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4022916.000000 Penalty: 3358.202148
	Iteration 20F: 3 clusters Score -4022916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4022925.000000 Penalty: 3358.202148
	Iteration 21Q: 3 clusters Score -4022925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4022944.250000 Penalty: 3358.202148
	Iteration 22Q: 3 clusters Score -4022944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4022967.500000 Penalty: 3358.202148
	Iteration 23Q: 3 clusters Score -4022968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4022980.750000 Penalty: 3358.202148
	Iteration 24Q: 3 clusters Score -4022981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4022997.000000 Penalty: 3358.202148
	Iteration 25Q: 3 clusters Score -4022997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4023000.750000 Penalty: 3358.202148
	Iteration 26Q: 3 clusters Score -4023001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4023006.250000 Penalty: 3358.202148
	Iteration 27Q: 3 clusters Score -4023006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4023018.750000 Penalty: 3358.202148
	Iteration 28Q: 3 clusters Score -4023019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4023017.250000 Penalty: 3358.202148
	Iteration 29Q: 3 clusters Score -4023017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4023019.000000 Penalty: 3358.202148
	Iteration 30Q: 3 clusters Score -4023019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4023020.500000 Penalty: 3358.202148
	Iteration 31Q: 3 clusters Score -4023020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4023032.750000 Penalty: 3358.202148
	Iteration 32Q: 3 clusters Score -4023033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4023032.750000 Penalty: 3358.202148
	Iteration 33Q: 3 clusters Score -4023033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4023036.750000 Penalty: 3358.202148
	Iteration 34Q: 3 clusters Score -4023037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4023042.250000 Penalty: 3358.202148
	Iteration 35Q: 3 clusters Score -4023042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4023047.000000 Penalty: 3358.202148
	Iteration 36Q: 3 clusters Score -4023047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4023051.000000 Penalty: 3358.202148
	Iteration 37Q: 3 clusters Score -4023051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4023062.000000 Penalty: 3358.202148
	Iteration 38Q: 3 clusters Score -4023062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4023062.000000 Penalty: 3358.202148
	Iteration 39Q: 3 clusters Score -4023062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4023060.750000 Penalty: 3358.202148
	Iteration 40F: 3 clusters Score -4023061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4023068.750000 Penalty: 3358.202148
	Iteration 41Q: 3 clusters Score -4023069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4023066.500000 Penalty: 3358.202148
	Iteration 42Q: 3 clusters Score -4023066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4023066.000000 Penalty: 3358.202148
	Iteration 43Q: 3 clusters Score -4023066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4023063.500000 Penalty: 3358.202148
	Iteration 44Q: 3 clusters Score -4023064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4023065.750000 Penalty: 3358.202148
	Iteration 45Q: 3 clusters Score -4023066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4023065.750000 Penalty: 3358.202148
	Iteration 46F: 3 clusters Score -4023066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -289527.281250 Penalty: 1253.344849
	Iteration 0F: 2 clusters Score -289527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287301.031250 Penalty: 2506.689697
	Iteration 0F: 3 clusters Score -287301 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287794.500000 Penalty: 2506.689697
	Iteration 1F: 3 clusters Score -287794.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287917.281250 Penalty: 2506.689697
	Iteration 2F: 3 clusters Score -287917.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -287977.125000 Penalty: 2506.689697
	Iteration 3Q: 3 clusters Score -287977.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288015.843750 Penalty: 2506.689697
	Iteration 4Q: 3 clusters Score -288015.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288044.781250 Penalty: 2506.689697
	Iteration 5Q: 3 clusters Score -288044.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -288062.500000 Penalty: 2506.689697
	Iteration 6Q: 3 clusters Score -288062.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288074.156250 Penalty: 2506.689697
	Iteration 7Q: 3 clusters Score -288074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -288079.062500 Penalty: 2506.689697
	Iteration 8Q: 3 clusters Score -288079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288081.718750 Penalty: 2506.689697
	Iteration 9Q: 3 clusters Score -288081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -288083.562500 Penalty: 2506.689697
	Iteration 10Q: 3 clusters Score -288083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288084.750000 Penalty: 2506.689697
	Iteration 11Q: 3 clusters Score -288084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288086.781250 Penalty: 2506.689697
	Iteration 12Q: 3 clusters Score -288086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288089.156250 Penalty: 2506.689697
	Iteration 13Q: 3 clusters Score -288089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -288092.125000 Penalty: 2506.689697
	Iteration 14Q: 3 clusters Score -288092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -288096.656250 Penalty: 2506.689697
	Iteration 15Q: 3 clusters Score -288096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -288101.218750 Penalty: 2506.689697
	Iteration 16Q: 3 clusters Score -288101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -288106.156250 Penalty: 2506.689697
	Iteration 17Q: 3 clusters Score -288106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -288108.000000 Penalty: 2506.689697
	Iteration 18Q: 3 clusters Score -288108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -288108.375000 Penalty: 2506.689697
	Iteration 19Q: 3 clusters Score -288108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -288108.468750 Penalty: 2506.689697
	Iteration 20F: 3 clusters Score -288108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -267336.750000 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -267336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265188.750000 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -265188.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265739.625000 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -265739.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -265921.562500 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -265921.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -266061.656250 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -266061.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -266195.500000 Penalty: 2489.537109
	Iteration 4F: 3 clusters Score -266195.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -266318.156250 Penalty: 2489.537109
	Iteration 5F: 3 clusters Score -266318.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -266442.468750 Penalty: 2489.537109
	Iteration 6F: 3 clusters Score -266442.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -266531.468750 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -266531.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -266590.062500 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -266590.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -266624.218750 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -266624.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -266647.875000 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -266647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -266658.843750 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -266658.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -266675.562500 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -266675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -266688.625000 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -266688.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -266691.125000 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -266691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -266694.468750 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -266694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -266695.750000 Penalty: 2489.537109
	Iteration 16Q: 3 clusters Score -266695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -266696.031250 Penalty: 2489.537109
	Iteration 17Q: 3 clusters Score -266696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -266696.593750 Penalty: 2489.537109
	Iteration 18Q: 3 clusters Score -266696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -266697.750000 Penalty: 2489.537109
	Iteration 19Q: 3 clusters Score -266697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -266700.906250 Penalty: 2489.537109
	Iteration 20F: 3 clusters Score -266700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -266704.500000 Penalty: 2489.537109
	Iteration 21Q: 3 clusters Score -266704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -266707.125000 Penalty: 2489.537109
	Iteration 22Q: 3 clusters Score -266707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266709.906250 Penalty: 2489.537109
	Iteration 23Q: 3 clusters Score -266709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266710.312500 Penalty: 2489.537109
	Iteration 24Q: 3 clusters Score -266710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -266711.187500 Penalty: 2489.537109
	Iteration 25Q: 3 clusters Score -266711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266711.625000 Penalty: 2489.537109
	Iteration 26Q: 3 clusters Score -266711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -266712.281250 Penalty: 2489.537109
	Iteration 27Q: 3 clusters Score -266712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -266712.781250 Penalty: 2489.537109
	Iteration 28Q: 3 clusters Score -266712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -266712.781250 Penalty: 2489.537109
	Iteration 29F: 3 clusters Score -266712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Entering Unmasked Estep 
Score: -3599182.000000 Penalty: 1658.342285
	Iteration 0F: 2 clusters Score -3599182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3581156.750000 Penalty: 3316.684570
	Iteration 0F: 3 clusters Score -3581157 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3587934.750000 Penalty: 3316.684570
	Iteration 1F: 3 clusters Score -3587935 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3588572.750000 Penalty: 3316.684570
	Iteration 2F: 3 clusters Score -3588573 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3589305.500000 Penalty: 3316.684570
	Iteration 3F: 3 clusters Score -3589306 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3590153.250000 Penalty: 3316.684570
	Iteration 4F: 3 clusters Score -3590153 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3591047.750000 Penalty: 3316.684570
	Iteration 5F: 3 clusters Score -3591048 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3592061.250000 Penalty: 3316.684570
	Iteration 6F: 3 clusters Score -3592061 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3593174.500000 Penalty: 3316.684570
	Iteration 7F: 3 clusters Score -3593174 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3594158.500000 Penalty: 3316.684570
	Iteration 8F: 3 clusters Score -3594158 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3594829.750000 Penalty: 3316.684570
	Iteration 9Q: 3 clusters Score -3594830 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3595159.500000 Penalty: 3316.684570
	Iteration 10Q: 3 clusters Score -3595160 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3595341.000000 Penalty: 3316.684570
	Iteration 11Q: 3 clusters Score -3595341 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3595410.750000 Penalty: 3316.684570
	Iteration 12Q: 3 clusters Score -3595411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3595465.000000 Penalty: 3316.684570
	Iteration 13Q: 3 clusters Score -3595465 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3595501.750000 Penalty: 3316.684570
	Iteration 14Q: 3 clusters Score -3595502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3595534.000000 Penalty: 3316.684570
	Iteration 15Q: 3 clusters Score -3595534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3595568.000000 Penalty: 3316.684570
	Iteration 16Q: 3 clusters Score -3595568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3595591.000000 Penalty: 3316.684570
	Iteration 17Q: 3 clusters Score -3595591 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3595626.500000 Penalty: 3316.684570
	Iteration 18Q: 3 clusters Score -3595626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3595634.500000 Penalty: 3316.684570
	Iteration 19Q: 3 clusters Score -3595634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3595644.000000 Penalty: 3316.684570
	Iteration 20F: 3 clusters Score -3595644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3595670.250000 Penalty: 3316.684570
	Iteration 21Q: 3 clusters Score -3595670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3595669.750000 Penalty: 3316.684570
	Iteration 22Q: 3 clusters Score -3595670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3595686.750000 Penalty: 3316.684570
	Iteration 23Q: 3 clusters Score -3595687 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3595699.000000 Penalty: 3316.684570
	Iteration 24Q: 3 clusters Score -3595699 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3595723.500000 Penalty: 3316.684570
	Iteration 25Q: 3 clusters Score -3595724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3595718.500000 Penalty: 3316.684570
	Iteration 26Q: 3 clusters Score -3595718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3595725.000000 Penalty: 3316.684570
	Iteration 27Q: 3 clusters Score -3595725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3595725.750000 Penalty: 3316.684570
	Iteration 28Q: 3 clusters Score -3595726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3595742.250000 Penalty: 3316.684570
	Iteration 29Q: 3 clusters Score -3595742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3595750.250000 Penalty: 3316.684570
	Iteration 30Q: 3 clusters Score -3595750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3595754.750000 Penalty: 3316.684570
	Iteration 31Q: 3 clusters Score -3595755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3595766.750000 Penalty: 3316.684570
	Iteration 32Q: 3 clusters Score -3595767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3595776.500000 Penalty: 3316.684570
	Iteration 33Q: 3 clusters Score -3595776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3595778.750000 Penalty: 3316.684570
	Iteration 34Q: 3 clusters Score -3595779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3595774.000000 Penalty: 3316.684570
	Iteration 35Q: 3 clusters Score -3595774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3595779.500000 Penalty: 3316.684570
	Iteration 36Q: 3 clusters Score -3595780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3595786.500000 Penalty: 3316.684570
	Iteration 37Q: 3 clusters Score -3595786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3595781.500000 Penalty: 3316.684570
	Iteration 38Q: 3 clusters Score -3595782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3595788.000000 Penalty: 3316.684570
	Iteration 39Q: 3 clusters Score -3595788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3595798.500000 Penalty: 3316.684570
	Iteration 40F: 3 clusters Score -3595798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3595799.750000 Penalty: 3316.684570
	Iteration 41Q: 3 clusters Score -3595800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3595797.250000 Penalty: 3316.684570
	Iteration 42Q: 3 clusters Score -3595797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3595791.750000 Penalty: 3316.684570
	Iteration 43Q: 3 clusters Score -3595792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3595795.250000 Penalty: 3316.684570
	Iteration 44Q: 3 clusters Score -3595795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3595792.000000 Penalty: 3316.684570
	Iteration 45Q: 3 clusters Score -3595792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3595806.500000 Penalty: 3316.684570
	Iteration 46Q: 3 clusters Score -3595806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3595807.750000 Penalty: 3316.684570
	Iteration 47Q: 3 clusters Score -3595808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3595810.000000 Penalty: 3316.684570
	Iteration 48Q: 3 clusters Score -3595810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3595817.000000 Penalty: 3316.684570
	Iteration 49Q: 3 clusters Score -3595817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3595809.750000 Penalty: 3316.684570
	Iteration 50Q: 3 clusters Score -3595810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3595816.500000 Penalty: 3316.684570
	Iteration 51Q: 3 clusters Score -3595816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3595813.500000 Penalty: 3316.684570
	Iteration 52Q: 3 clusters Score -3595814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3595814.000000 Penalty: 3316.684570
	Iteration 53Q: 3 clusters Score -3595814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3595818.000000 Penalty: 3316.684570
	Iteration 54Q: 3 clusters Score -3595818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3595821.000000 Penalty: 3316.684570
	Iteration 55Q: 3 clusters Score -3595821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3595821.750000 Penalty: 3316.684570
	Iteration 56Q: 3 clusters Score -3595822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3595822.750000 Penalty: 3316.684570
	Iteration 57Q: 3 clusters Score -3595823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3595825.000000 Penalty: 3316.684570
	Iteration 58Q: 3 clusters Score -3595825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3595831.250000 Penalty: 3316.684570
	Iteration 59Q: 3 clusters Score -3595831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3595833.500000 Penalty: 3316.684570
	Iteration 60F: 3 clusters Score -3595834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3595833.750000 Penalty: 3316.684570
	Iteration 61Q: 3 clusters Score -3595834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3595829.250000 Penalty: 3316.684570
	Iteration 62Q: 3 clusters Score -3595829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3595830.750000 Penalty: 3316.684570
	Iteration 63Q: 3 clusters Score -3595831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3595836.000000 Penalty: 3316.684570
	Iteration 64Q: 3 clusters Score -3595836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3595838.500000 Penalty: 3316.684570
	Iteration 65Q: 3 clusters Score -3595838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3595844.250000 Penalty: 3316.684570
	Iteration 66Q: 3 clusters Score -3595844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3595845.000000 Penalty: 3316.684570
	Iteration 67Q: 3 clusters Score -3595845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3595846.750000 Penalty: 3316.684570
	Iteration 68Q: 3 clusters Score -3595847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3595850.000000 Penalty: 3316.684570
	Iteration 69Q: 3 clusters Score -3595850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3595849.000000 Penalty: 3316.684570
	Iteration 70Q: 3 clusters Score -3595849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3595844.250000 Penalty: 3316.684570
	Iteration 71Q: 3 clusters Score -3595844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3595849.250000 Penalty: 3316.684570
	Iteration 72Q: 3 clusters Score -3595849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3595852.250000 Penalty: 3316.684570
	Iteration 73Q: 3 clusters Score -3595852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3595845.750000 Penalty: 3316.684570
	Iteration 74Q: 3 clusters Score -3595846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3595851.000000 Penalty: 3316.684570
	Iteration 75Q: 3 clusters Score -3595851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3595847.500000 Penalty: 3316.684570
	Iteration 76Q: 3 clusters Score -3595848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3595849.250000 Penalty: 3316.684570
	Iteration 77Q: 3 clusters Score -3595849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3595856.500000 Penalty: 3316.684570
	Iteration 78Q: 3 clusters Score -3595856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3595858.750000 Penalty: 3316.684570
	Iteration 79Q: 3 clusters Score -3595859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3595855.750000 Penalty: 3316.684570
	Iteration 80F: 3 clusters Score -3595856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3595863.750000 Penalty: 3316.684570
	Iteration 81Q: 3 clusters Score -3595864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3595864.750000 Penalty: 3316.684570
	Iteration 82Q: 3 clusters Score -3595865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3595869.750000 Penalty: 3316.684570
	Iteration 83Q: 3 clusters Score -3595870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3595864.250000 Penalty: 3316.684570
	Iteration 84Q: 3 clusters Score -3595864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3595869.000000 Penalty: 3316.684570
	Iteration 85Q: 3 clusters Score -3595869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3595870.250000 Penalty: 3316.684570
	Iteration 86Q: 3 clusters Score -3595870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3595877.750000 Penalty: 3316.684570
	Iteration 87Q: 3 clusters Score -3595878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3595871.500000 Penalty: 3316.684570
	Iteration 88Q: 3 clusters Score -3595872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3595869.000000 Penalty: 3316.684570
	Iteration 89Q: 3 clusters Score -3595869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3595870.750000 Penalty: 3316.684570
	Iteration 90Q: 3 clusters Score -3595871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3595875.500000 Penalty: 3316.684570
	Iteration 91Q: 3 clusters Score -3595876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3595877.250000 Penalty: 3316.684570
	Iteration 92Q: 3 clusters Score -3595877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3595886.750000 Penalty: 3316.684570
	Iteration 93Q: 3 clusters Score -3595887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3595893.250000 Penalty: 3316.684570
	Iteration 94Q: 3 clusters Score -3595893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3595891.500000 Penalty: 3316.684570
	Iteration 95Q: 3 clusters Score -3595892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3595899.250000 Penalty: 3316.684570
	Iteration 96Q: 3 clusters Score -3595899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3595889.750000 Penalty: 3316.684570
	Iteration 97Q: 3 clusters Score -3595890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3595900.250000 Penalty: 3316.684570
	Iteration 98Q: 3 clusters Score -3595900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3595894.250000 Penalty: 3316.684570
	Iteration 99Q: 3 clusters Score -3595894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3595891.000000 Penalty: 3316.684570
	Iteration 100F: 3 clusters Score -3595891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3595909.750000 Penalty: 3316.684570
	Iteration 101Q: 3 clusters Score -3595910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3595919.750000 Penalty: 3316.684570
	Iteration 102Q: 3 clusters Score -3595920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3595915.250000 Penalty: 3316.684570
	Iteration 103Q: 3 clusters Score -3595915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3595917.750000 Penalty: 3316.684570
	Iteration 104Q: 3 clusters Score -3595918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3595918.500000 Penalty: 3316.684570
	Iteration 105Q: 3 clusters Score -3595918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3595925.250000 Penalty: 3316.684570
	Iteration 106Q: 3 clusters Score -3595925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3595918.500000 Penalty: 3316.684570
	Iteration 107Q: 3 clusters Score -3595918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3595926.750000 Penalty: 3316.684570
	Iteration 108Q: 3 clusters Score -3595927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3595925.000000 Penalty: 3316.684570
	Iteration 109Q: 3 clusters Score -3595925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3595932.250000 Penalty: 3316.684570
	Iteration 110Q: 3 clusters Score -3595932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3595939.500000 Penalty: 3316.684570
	Iteration 111Q: 3 clusters Score -3595940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3595938.750000 Penalty: 3316.684570
	Iteration 112Q: 3 clusters Score -3595939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3595957.500000 Penalty: 3316.684570
	Iteration 113Q: 3 clusters Score -3595958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3595954.000000 Penalty: 3316.684570
	Iteration 114Q: 3 clusters Score -3595954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3595962.250000 Penalty: 3316.684570
	Iteration 115Q: 3 clusters Score -3595962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3595973.750000 Penalty: 3316.684570
	Iteration 116Q: 3 clusters Score -3595974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3595978.500000 Penalty: 3316.684570
	Iteration 117Q: 3 clusters Score -3595978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3595977.000000 Penalty: 3316.684570
	Iteration 118Q: 3 clusters Score -3595977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3595988.500000 Penalty: 3316.684570
	Iteration 119Q: 3 clusters Score -3595988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3596002.250000 Penalty: 3316.684570
	Iteration 120F: 3 clusters Score -3596002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3596011.500000 Penalty: 3316.684570
	Iteration 121Q: 3 clusters Score -3596012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3596016.250000 Penalty: 3316.684570
	Iteration 122Q: 3 clusters Score -3596016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3596033.250000 Penalty: 3316.684570
	Iteration 123Q: 3 clusters Score -3596033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3596037.750000 Penalty: 3316.684570
	Iteration 124Q: 3 clusters Score -3596038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3596063.750000 Penalty: 3316.684570
	Iteration 125Q: 3 clusters Score -3596064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3596085.250000 Penalty: 3316.684570
	Iteration 126Q: 3 clusters Score -3596085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3596102.500000 Penalty: 3316.684570
	Iteration 127Q: 3 clusters Score -3596102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3596118.750000 Penalty: 3316.684570
	Iteration 128Q: 3 clusters Score -3596119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3596128.250000 Penalty: 3316.684570
	Iteration 129Q: 3 clusters Score -3596128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3596133.500000 Penalty: 3316.684570
	Iteration 130Q: 3 clusters Score -3596134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3596141.250000 Penalty: 3316.684570
	Iteration 131Q: 3 clusters Score -3596141 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3596157.750000 Penalty: 3316.684570
	Iteration 132Q: 3 clusters Score -3596158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3596187.500000 Penalty: 3316.684570
	Iteration 133Q: 3 clusters Score -3596188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3596215.500000 Penalty: 3316.684570
	Iteration 134Q: 3 clusters Score -3596216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3596221.750000 Penalty: 3316.684570
	Iteration 135Q: 3 clusters Score -3596222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3596245.750000 Penalty: 3316.684570
	Iteration 136Q: 3 clusters Score -3596246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3596263.500000 Penalty: 3316.684570
	Iteration 137Q: 3 clusters Score -3596264 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3596284.250000 Penalty: 3316.684570
	Iteration 138Q: 3 clusters Score -3596284 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3596332.750000 Penalty: 3316.684570
	Iteration 139Q: 3 clusters Score -3596333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3596351.250000 Penalty: 3316.684570
	Iteration 140F: 3 clusters Score -3596351 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3596379.000000 Penalty: 3316.684570
	Iteration 141Q: 3 clusters Score -3596379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3596420.500000 Penalty: 3316.684570
	Iteration 142Q: 3 clusters Score -3596420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3596447.000000 Penalty: 3316.684570
	Iteration 143Q: 3 clusters Score -3596447 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3596473.250000 Penalty: 3316.684570
	Iteration 144Q: 3 clusters Score -3596473 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3596508.500000 Penalty: 3316.684570
	Iteration 145Q: 3 clusters Score -3596508 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3596532.250000 Penalty: 3316.684570
	Iteration 146Q: 3 clusters Score -3596532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3596547.250000 Penalty: 3316.684570
	Iteration 147Q: 3 clusters Score -3596547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3596583.000000 Penalty: 3316.684570
	Iteration 148Q: 3 clusters Score -3596583 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3596611.250000 Penalty: 3316.684570
	Iteration 149Q: 3 clusters Score -3596611 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3596629.750000 Penalty: 3316.684570
	Iteration 150Q: 3 clusters Score -3596630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3596669.500000 Penalty: 3316.684570
	Iteration 151Q: 3 clusters Score -3596670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3596714.500000 Penalty: 3316.684570
	Iteration 152Q: 3 clusters Score -3596714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3596746.500000 Penalty: 3316.684570
	Iteration 153Q: 3 clusters Score -3596746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3596781.500000 Penalty: 3316.684570
	Iteration 154Q: 3 clusters Score -3596782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3596819.250000 Penalty: 3316.684570
	Iteration 155Q: 3 clusters Score -3596819 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3596860.500000 Penalty: 3316.684570
	Iteration 156Q: 3 clusters Score -3596860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3596918.250000 Penalty: 3316.684570
	Iteration 157Q: 3 clusters Score -3596918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3596964.500000 Penalty: 3316.684570
	Iteration 158Q: 3 clusters Score -3596964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3596996.500000 Penalty: 3316.684570
	Iteration 159Q: 3 clusters Score -3596996 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3597043.750000 Penalty: 3316.684570
	Iteration 160F: 3 clusters Score -3597044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3597096.750000 Penalty: 3316.684570
	Iteration 161Q: 3 clusters Score -3597097 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3597152.000000 Penalty: 3316.684570
	Iteration 162Q: 3 clusters Score -3597152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3597194.750000 Penalty: 3316.684570
	Iteration 163Q: 3 clusters Score -3597195 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3597232.500000 Penalty: 3316.684570
	Iteration 164Q: 3 clusters Score -3597232 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3597274.750000 Penalty: 3316.684570
	Iteration 165Q: 3 clusters Score -3597275 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3597304.250000 Penalty: 3316.684570
	Iteration 166Q: 3 clusters Score -3597304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3597357.500000 Penalty: 3316.684570
	Iteration 167Q: 3 clusters Score -3597358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3597391.750000 Penalty: 3316.684570
	Iteration 168Q: 3 clusters Score -3597392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3597427.000000 Penalty: 3316.684570
	Iteration 169Q: 3 clusters Score -3597427 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3597469.250000 Penalty: 3316.684570
	Iteration 170Q: 3 clusters Score -3597469 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3597501.750000 Penalty: 3316.684570
	Iteration 171Q: 3 clusters Score -3597502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3597531.000000 Penalty: 3316.684570
	Iteration 172Q: 3 clusters Score -3597531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3597561.500000 Penalty: 3316.684570
	Iteration 173Q: 3 clusters Score -3597562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3597604.750000 Penalty: 3316.684570
	Iteration 174Q: 3 clusters Score -3597605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3597632.250000 Penalty: 3316.684570
	Iteration 175Q: 3 clusters Score -3597632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3597673.750000 Penalty: 3316.684570
	Iteration 176Q: 3 clusters Score -3597674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3597704.500000 Penalty: 3316.684570
	Iteration 177Q: 3 clusters Score -3597704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3597743.000000 Penalty: 3316.684570
	Iteration 178Q: 3 clusters Score -3597743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3597766.750000 Penalty: 3316.684570
	Iteration 179Q: 3 clusters Score -3597767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3597781.500000 Penalty: 3316.684570
	Iteration 180F: 3 clusters Score -3597782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3597800.250000 Penalty: 3316.684570
	Iteration 181Q: 3 clusters Score -3597800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3597807.000000 Penalty: 3316.684570
	Iteration 182Q: 3 clusters Score -3597807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3597820.500000 Penalty: 3316.684570
	Iteration 183Q: 3 clusters Score -3597820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3597835.000000 Penalty: 3316.684570
	Iteration 184Q: 3 clusters Score -3597835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3597838.750000 Penalty: 3316.684570
	Iteration 185Q: 3 clusters Score -3597839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3597846.750000 Penalty: 3316.684570
	Iteration 186Q: 3 clusters Score -3597847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3597848.250000 Penalty: 3316.684570
	Iteration 187Q: 3 clusters Score -3597848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3597858.750000 Penalty: 3316.684570
	Iteration 188Q: 3 clusters Score -3597859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3597870.750000 Penalty: 3316.684570
	Iteration 189Q: 3 clusters Score -3597871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3597879.500000 Penalty: 3316.684570
	Iteration 190Q: 3 clusters Score -3597880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3597884.250000 Penalty: 3316.684570
	Iteration 191Q: 3 clusters Score -3597884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3597887.500000 Penalty: 3316.684570
	Iteration 192Q: 3 clusters Score -3597888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3597894.250000 Penalty: 3316.684570
	Iteration 193Q: 3 clusters Score -3597894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3597895.500000 Penalty: 3316.684570
	Iteration 194Q: 3 clusters Score -3597896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3597891.250000 Penalty: 3316.684570
	Iteration 195Q: 3 clusters Score -3597891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3597896.000000 Penalty: 3316.684570
	Iteration 196Q: 3 clusters Score -3597896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3597891.000000 Penalty: 3316.684570
	Iteration 197Q: 3 clusters Score -3597891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3597887.000000 Penalty: 3316.684570
	Iteration 198Q: 3 clusters Score -3597887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3597894.500000 Penalty: 3316.684570
	Iteration 199Q: 3 clusters Score -3597894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3597893.750000 Penalty: 3316.684570
	Iteration 200F: 3 clusters Score -3597894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3597894.500000 Penalty: 3316.684570
	Iteration 201Q: 3 clusters Score -3597894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3597893.250000 Penalty: 3316.684570
	Iteration 202Q: 3 clusters Score -3597893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3597898.250000 Penalty: 3316.684570
	Iteration 203Q: 3 clusters Score -3597898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3597900.750000 Penalty: 3316.684570
	Iteration 204Q: 3 clusters Score -3597901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3597900.000000 Penalty: 3316.684570
	Iteration 205Q: 3 clusters Score -3597900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3597899.750000 Penalty: 3316.684570
	Iteration 206Q: 3 clusters Score -3597900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3597904.000000 Penalty: 3316.684570
	Iteration 207Q: 3 clusters Score -3597904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3597904.000000 Penalty: 3316.684570
	Iteration 208Q: 3 clusters Score -3597904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3597911.500000 Penalty: 3316.684570
	Iteration 209Q: 3 clusters Score -3597912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3597915.250000 Penalty: 3316.684570
	Iteration 210Q: 3 clusters Score -3597915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3597913.750000 Penalty: 3316.684570
	Iteration 211Q: 3 clusters Score -3597914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3597918.750000 Penalty: 3316.684570
	Iteration 212Q: 3 clusters Score -3597919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3597921.250000 Penalty: 3316.684570
	Iteration 213Q: 3 clusters Score -3597921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3597920.000000 Penalty: 3316.684570
	Iteration 214Q: 3 clusters Score -3597920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3597920.000000 Penalty: 3316.684570
	Iteration 215F: 3 clusters Score -3597920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42577.355469 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42577.36 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42866.824219 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42866.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43035.640625 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43035.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43156.078125 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43156.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43252.585938 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43252.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43306.058594 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43306.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43346.945312 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43346.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43364.230469 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43364.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43380.992188 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43380.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43402.210938 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43402.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43416.906250 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43416.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43423.093750 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -43423.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43425.539062 Penalty: 1992.648682
	Iteration 12F: 3 clusters Score -43425.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43437.253906 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -43437.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43441.171875 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -43441.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43443.769531 Penalty: 1992.648682
	Iteration 15Q: 3 clusters Score -43443.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43443.769531 Penalty: 1992.648682
	Iteration 16F: 3 clusters Score -43443.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16882.558594 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16882.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17018.027344 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17018.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17065.398438 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -17065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17078.470703 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17078.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17089.736328 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17089.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17107.005859 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17107.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17111.339844 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -17111.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17111.339844 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -17111.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -305358.718750 Penalty: 1266.122437
	Iteration 0F: 2 clusters Score -305358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -302965.000000 Penalty: 2532.244873
	Iteration 0F: 3 clusters Score -302965 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -303548.718750 Penalty: 2532.244873
	Iteration 1F: 3 clusters Score -303548.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303713.500000 Penalty: 2532.244873
	Iteration 2F: 3 clusters Score -303713.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303796.031250 Penalty: 2532.244873
	Iteration 3F: 3 clusters Score -303796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303857.593750 Penalty: 2532.244873
	Iteration 4Q: 3 clusters Score -303857.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -303915.031250 Penalty: 2532.244873
	Iteration 5Q: 3 clusters Score -303915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303961.062500 Penalty: 2532.244873
	Iteration 6Q: 3 clusters Score -303961.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -303988.406250 Penalty: 2532.244873
	Iteration 7Q: 3 clusters Score -303988.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -304011.031250 Penalty: 2532.244873
	Iteration 8Q: 3 clusters Score -304011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -304040.750000 Penalty: 2532.244873
	Iteration 9Q: 3 clusters Score -304040.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -304064.593750 Penalty: 2532.244873
	Iteration 10Q: 3 clusters Score -304064.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304080.125000 Penalty: 2532.244873
	Iteration 11Q: 3 clusters Score -304080.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -304095.500000 Penalty: 2532.244873
	Iteration 12Q: 3 clusters Score -304095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -304111.406250 Penalty: 2532.244873
	Iteration 13Q: 3 clusters Score -304111.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -304136.937500 Penalty: 2532.244873
	Iteration 14Q: 3 clusters Score -304136.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -304162.593750 Penalty: 2532.244873
	Iteration 15Q: 3 clusters Score -304162.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -304184.000000 Penalty: 2532.244873
	Iteration 16Q: 3 clusters Score -304184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -304198.437500 Penalty: 2532.244873
	Iteration 17Q: 3 clusters Score -304198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -304208.812500 Penalty: 2532.244873
	Iteration 18Q: 3 clusters Score -304208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -304219.500000 Penalty: 2532.244873
	Iteration 19Q: 3 clusters Score -304219.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -304228.937500 Penalty: 2532.244873
	Iteration 20F: 3 clusters Score -304228.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -304239.937500 Penalty: 2532.244873
	Iteration 21Q: 3 clusters Score -304239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -304250.843750 Penalty: 2532.244873
	Iteration 22Q: 3 clusters Score -304250.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -304262.218750 Penalty: 2532.244873
	Iteration 23Q: 3 clusters Score -304262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -304273.000000 Penalty: 2532.244873
	Iteration 24Q: 3 clusters Score -304273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304286.625000 Penalty: 2532.244873
	Iteration 25Q: 3 clusters Score -304286.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -304302.812500 Penalty: 2532.244873
	Iteration 26Q: 3 clusters Score -304302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -304311.437500 Penalty: 2532.244873
	Iteration 27Q: 3 clusters Score -304311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -304318.281250 Penalty: 2532.244873
	Iteration 28Q: 3 clusters Score -304318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -304323.531250 Penalty: 2532.244873
	Iteration 29Q: 3 clusters Score -304323.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -304329.062500 Penalty: 2532.244873
	Iteration 30Q: 3 clusters Score -304329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -304335.906250 Penalty: 2532.244873
	Iteration 31Q: 3 clusters Score -304335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -304342.468750 Penalty: 2532.244873
	Iteration 32Q: 3 clusters Score -304342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -304347.250000 Penalty: 2532.244873
	Iteration 33Q: 3 clusters Score -304347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -304352.250000 Penalty: 2532.244873
	Iteration 34Q: 3 clusters Score -304352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -304356.250000 Penalty: 2532.244873
	Iteration 35Q: 3 clusters Score -304356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -304363.468750 Penalty: 2532.244873
	Iteration 36Q: 3 clusters Score -304363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -304368.375000 Penalty: 2532.244873
	Iteration 37Q: 3 clusters Score -304368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -304372.906250 Penalty: 2532.244873
	Iteration 38Q: 3 clusters Score -304372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -304376.312500 Penalty: 2532.244873
	Iteration 39Q: 3 clusters Score -304376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -304379.437500 Penalty: 2532.244873
	Iteration 40F: 3 clusters Score -304379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -304386.687500 Penalty: 2532.244873
	Iteration 41Q: 3 clusters Score -304386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -304393.093750 Penalty: 2532.244873
	Iteration 42Q: 3 clusters Score -304393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -304398.562500 Penalty: 2532.244873
	Iteration 43Q: 3 clusters Score -304398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -304406.937500 Penalty: 2532.244873
	Iteration 44Q: 3 clusters Score -304406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -304413.750000 Penalty: 2532.244873
	Iteration 45Q: 3 clusters Score -304413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -304425.625000 Penalty: 2532.244873
	Iteration 46Q: 3 clusters Score -304425.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -304435.156250 Penalty: 2532.244873
	Iteration 47Q: 3 clusters Score -304435.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304453.375000 Penalty: 2532.244873
	Iteration 48Q: 3 clusters Score -304453.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -304472.593750 Penalty: 2532.244873
	Iteration 49Q: 3 clusters Score -304472.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -304486.218750 Penalty: 2532.244873
	Iteration 50Q: 3 clusters Score -304486.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -304500.625000 Penalty: 2532.244873
	Iteration 51Q: 3 clusters Score -304500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -304512.593750 Penalty: 2532.244873
	Iteration 52Q: 3 clusters Score -304512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -304520.656250 Penalty: 2532.244873
	Iteration 53Q: 3 clusters Score -304520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -304529.750000 Penalty: 2532.244873
	Iteration 54Q: 3 clusters Score -304529.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304538.281250 Penalty: 2532.244873
	Iteration 55Q: 3 clusters Score -304538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304545.562500 Penalty: 2532.244873
	Iteration 56Q: 3 clusters Score -304545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304551.781250 Penalty: 2532.244873
	Iteration 57Q: 3 clusters Score -304551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304557.750000 Penalty: 2532.244873
	Iteration 58Q: 3 clusters Score -304557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -304567.250000 Penalty: 2532.244873
	Iteration 59Q: 3 clusters Score -304567.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -304575.843750 Penalty: 2532.244873
	Iteration 60F: 3 clusters Score -304575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -304578.718750 Penalty: 2532.244873
	Iteration 61Q: 3 clusters Score -304578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -304584.406250 Penalty: 2532.244873
	Iteration 62Q: 3 clusters Score -304584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -304589.343750 Penalty: 2532.244873
	Iteration 63Q: 3 clusters Score -304589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304594.187500 Penalty: 2532.244873
	Iteration 64Q: 3 clusters Score -304594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -304597.843750 Penalty: 2532.244873
	Iteration 65Q: 3 clusters Score -304597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -304601.156250 Penalty: 2532.244873
	Iteration 66Q: 3 clusters Score -304601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -304604.625000 Penalty: 2532.244873
	Iteration 67Q: 3 clusters Score -304604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -304608.187500 Penalty: 2532.244873
	Iteration 68Q: 3 clusters Score -304608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -304612.031250 Penalty: 2532.244873
	Iteration 69Q: 3 clusters Score -304612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -304615.906250 Penalty: 2532.244873
	Iteration 70Q: 3 clusters Score -304615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -304619.343750 Penalty: 2532.244873
	Iteration 71Q: 3 clusters Score -304619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -304625.281250 Penalty: 2532.244873
	Iteration 72Q: 3 clusters Score -304625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -304633.062500 Penalty: 2532.244873
	Iteration 73Q: 3 clusters Score -304633.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -304644.906250 Penalty: 2532.244873
	Iteration 74Q: 3 clusters Score -304644.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -304659.812500 Penalty: 2532.244873
	Iteration 75Q: 3 clusters Score -304659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -304674.000000 Penalty: 2532.244873
	Iteration 76Q: 3 clusters Score -304674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -304688.437500 Penalty: 2532.244873
	Iteration 77Q: 3 clusters Score -304688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -304706.343750 Penalty: 2532.244873
	Iteration 78Q: 3 clusters Score -304706.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -304720.062500 Penalty: 2532.244873
	Iteration 79Q: 3 clusters Score -304720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -304728.687500 Penalty: 2532.244873
	Iteration 80F: 3 clusters Score -304728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -304730.937500 Penalty: 2532.244873
	Iteration 81Q: 3 clusters Score -304730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -304735.343750 Penalty: 2532.244873
	Iteration 82Q: 3 clusters Score -304735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -304738.687500 Penalty: 2532.244873
	Iteration 83Q: 3 clusters Score -304738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -304745.125000 Penalty: 2532.244873
	Iteration 84Q: 3 clusters Score -304745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -304749.281250 Penalty: 2532.244873
	Iteration 85Q: 3 clusters Score -304749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -304753.781250 Penalty: 2532.244873
	Iteration 86Q: 3 clusters Score -304753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -304758.500000 Penalty: 2532.244873
	Iteration 87Q: 3 clusters Score -304758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -304764.750000 Penalty: 2532.244873
	Iteration 88Q: 3 clusters Score -304764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -304768.281250 Penalty: 2532.244873
	Iteration 89Q: 3 clusters Score -304768.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -304772.125000 Penalty: 2532.244873
	Iteration 90Q: 3 clusters Score -304772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -304777.031250 Penalty: 2532.244873
	Iteration 91Q: 3 clusters Score -304777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -304781.468750 Penalty: 2532.244873
	Iteration 92Q: 3 clusters Score -304781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -304786.468750 Penalty: 2532.244873
	Iteration 93Q: 3 clusters Score -304786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -304791.937500 Penalty: 2532.244873
	Iteration 94Q: 3 clusters Score -304791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -304794.343750 Penalty: 2532.244873
	Iteration 95Q: 3 clusters Score -304794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -304794.312500 Penalty: 2532.244873
	Iteration 96Q: 3 clusters Score -304794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -304794.312500 Penalty: 2532.244873
	Iteration 97F: 3 clusters Score -304794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53935.414062 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53935.41 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54262.039062 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54262.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54352.531250 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54352.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54450.777344 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -54450.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54506.812500 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54506.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54547.410156 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54547.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54581.675781 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54581.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54602.656250 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54602.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54612.589844 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54612.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54623.710938 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54623.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54623.710938 Penalty: 2021.691772
	Iteration 10F: 3 clusters Score -54623.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2608239.750000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608240 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2612219.500000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612220 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2612645.750000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612646 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2613086.000000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613086 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2613561.500000 Penalty: 3148.358887
	Iteration 4F: 3 clusters Score -2613562 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2614149.000000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2614149 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2614923.000000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2614923 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2615930.750000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2615931 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2616957.250000 Penalty: 3148.358887
	Iteration 8F: 3 clusters Score -2616957 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2617639.250000 Penalty: 3148.358887
	Iteration 9F: 3 clusters Score -2617639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2617994.000000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2617994 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2618179.000000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2618179 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2618304.000000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2618304 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2618381.000000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2618381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2618413.000000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2618413 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2618444.500000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2618444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2618464.750000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2618465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2618479.000000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2618479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2618489.250000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2618489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2618493.500000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2618494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2618499.250000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2618499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2618505.250000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2618505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2618513.250000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2618513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2618519.750000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2618520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2618533.000000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2618533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2618536.500000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2618536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2618535.750000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2618536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2618535.250000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2618535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2618529.500000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2618530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2618544.250000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2618544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2618542.000000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2618542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2618543.000000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2618543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2618552.000000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2618552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2618562.000000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2618562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2618569.750000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2618570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2618582.250000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2618582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2618592.000000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2618592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2618604.750000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2618605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2618610.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2618610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2618610.500000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2618610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2618615.750000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2618616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2618624.750000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2618625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2618626.250000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2618626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2618635.000000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2618635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2618644.750000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2618645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2618653.250000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2618653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2618676.500000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2618676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2618693.250000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2618693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2618712.000000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2618712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2618731.500000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2618732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2618757.250000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2618757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2618777.750000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2618778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2618803.000000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2618803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2618830.750000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2618831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2618862.000000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2618862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2618881.750000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2618882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2618910.750000 Penalty: 3148.358887
	Iteration 56Q: 3 clusters Score -2618911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2618917.500000 Penalty: 3148.358887
	Iteration 57Q: 3 clusters Score -2618918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2618941.750000 Penalty: 3148.358887
	Iteration 58Q: 3 clusters Score -2618942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2618963.000000 Penalty: 3148.358887
	Iteration 59Q: 3 clusters Score -2618963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2618989.250000 Penalty: 3148.358887
	Iteration 60F: 3 clusters Score -2618989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2619007.250000 Penalty: 3148.358887
	Iteration 61Q: 3 clusters Score -2619007 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2619035.000000 Penalty: 3148.358887
	Iteration 62Q: 3 clusters Score -2619035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2619074.000000 Penalty: 3148.358887
	Iteration 63Q: 3 clusters Score -2619074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2619104.500000 Penalty: 3148.358887
	Iteration 64Q: 3 clusters Score -2619104 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2619139.750000 Penalty: 3148.358887
	Iteration 65Q: 3 clusters Score -2619140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2619178.250000 Penalty: 3148.358887
	Iteration 66Q: 3 clusters Score -2619178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2619215.500000 Penalty: 3148.358887
	Iteration 67Q: 3 clusters Score -2619216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2619261.000000 Penalty: 3148.358887
	Iteration 68Q: 3 clusters Score -2619261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2619287.750000 Penalty: 3148.358887
	Iteration 69Q: 3 clusters Score -2619288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2619325.750000 Penalty: 3148.358887
	Iteration 70Q: 3 clusters Score -2619326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2619356.250000 Penalty: 3148.358887
	Iteration 71Q: 3 clusters Score -2619356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2619378.000000 Penalty: 3148.358887
	Iteration 72Q: 3 clusters Score -2619378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2619391.000000 Penalty: 3148.358887
	Iteration 73Q: 3 clusters Score -2619391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2619409.500000 Penalty: 3148.358887
	Iteration 74Q: 3 clusters Score -2619410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2619430.750000 Penalty: 3148.358887
	Iteration 75Q: 3 clusters Score -2619431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2619444.250000 Penalty: 3148.358887
	Iteration 76Q: 3 clusters Score -2619444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2619453.000000 Penalty: 3148.358887
	Iteration 77Q: 3 clusters Score -2619453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2619468.750000 Penalty: 3148.358887
	Iteration 78Q: 3 clusters Score -2619469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2619487.000000 Penalty: 3148.358887
	Iteration 79Q: 3 clusters Score -2619487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2619492.000000 Penalty: 3148.358887
	Iteration 80F: 3 clusters Score -2619492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2619511.750000 Penalty: 3148.358887
	Iteration 81Q: 3 clusters Score -2619512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2619526.750000 Penalty: 3148.358887
	Iteration 82Q: 3 clusters Score -2619527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2619540.750000 Penalty: 3148.358887
	Iteration 83Q: 3 clusters Score -2619541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2619545.000000 Penalty: 3148.358887
	Iteration 84Q: 3 clusters Score -2619545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2619558.250000 Penalty: 3148.358887
	Iteration 85Q: 3 clusters Score -2619558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2619567.500000 Penalty: 3148.358887
	Iteration 86Q: 3 clusters Score -2619568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2619569.750000 Penalty: 3148.358887
	Iteration 87Q: 3 clusters Score -2619570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2619572.750000 Penalty: 3148.358887
	Iteration 88Q: 3 clusters Score -2619573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2619580.250000 Penalty: 3148.358887
	Iteration 89Q: 3 clusters Score -2619580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2619576.000000 Penalty: 3148.358887
	Iteration 90Q: 3 clusters Score -2619576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2619589.250000 Penalty: 3148.358887
	Iteration 91Q: 3 clusters Score -2619589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2619595.500000 Penalty: 3148.358887
	Iteration 92Q: 3 clusters Score -2619596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2619589.250000 Penalty: 3148.358887
	Iteration 93Q: 3 clusters Score -2619589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2619597.500000 Penalty: 3148.358887
	Iteration 94Q: 3 clusters Score -2619598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2619600.000000 Penalty: 3148.358887
	Iteration 95Q: 3 clusters Score -2619600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2619599.500000 Penalty: 3148.358887
	Iteration 96Q: 3 clusters Score -2619600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2619603.250000 Penalty: 3148.358887
	Iteration 97Q: 3 clusters Score -2619603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2619602.000000 Penalty: 3148.358887
	Iteration 98Q: 3 clusters Score -2619602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2619607.250000 Penalty: 3148.358887
	Iteration 99Q: 3 clusters Score -2619607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2619607.750000 Penalty: 3148.358887
	Iteration 100F: 3 clusters Score -2619608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2619611.500000 Penalty: 3148.358887
	Iteration 101Q: 3 clusters Score -2619612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2619607.750000 Penalty: 3148.358887
	Iteration 102Q: 3 clusters Score -2619608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2619614.250000 Penalty: 3148.358887
	Iteration 103Q: 3 clusters Score -2619614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2619612.750000 Penalty: 3148.358887
	Iteration 104Q: 3 clusters Score -2619613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2619600.750000 Penalty: 3148.358887
	Iteration 105Q: 3 clusters Score -2619601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2619614.500000 Penalty: 3148.358887
	Iteration 106Q: 3 clusters Score -2619614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2619615.250000 Penalty: 3148.358887
	Iteration 107Q: 3 clusters Score -2619615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2619606.000000 Penalty: 3148.358887
	Iteration 108Q: 3 clusters Score -2619606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2619605.500000 Penalty: 3148.358887
	Iteration 109Q: 3 clusters Score -2619606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2619612.500000 Penalty: 3148.358887
	Iteration 110Q: 3 clusters Score -2619612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2619611.250000 Penalty: 3148.358887
	Iteration 111Q: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2619611.250000 Penalty: 3148.358887
	Iteration 112F: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 59454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68217 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 27043 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 2448 members 
Mstep: Class 35 contains 53215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20623 members 
Mstep: Class 41 contains 86957 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67077 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81297 members 
Mstep: Class 50 contains 55353 members 
Mstep: Class 51 contains 13663 members 
Entering Unmasked Estep 
Score: -85951744.000000 Penalty: 111074.656250
Splitting cluster 34 changes total score from -85952344.000000 to -85951744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (53215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Entering Unmasked Estep 
Score: -7086009.000000 Penalty: 1768.340454
	Iteration 0F: 2 clusters Score -7086009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -7052355.500000 Penalty: 3536.680908
	Iteration 0F: 3 clusters Score -7052356 nChanged 24956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7067009.000000 Penalty: 3536.680908
	Iteration 1F: 3 clusters Score -7067009 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -7067627.500000 Penalty: 3536.680908
	Iteration 2Q: 3 clusters Score -7067628 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -7068567.000000 Penalty: 3536.680908
	Iteration 3Q: 3 clusters Score -7068567 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7070090.500000 Penalty: 3536.680908
	Iteration 4F: 3 clusters Score -7070090 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -7072399.500000 Penalty: 3536.680908
	Iteration 5F: 3 clusters Score -7072400 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -7076033.000000 Penalty: 3536.680908
	Iteration 6F: 3 clusters Score -7076033 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -7079715.500000 Penalty: 3536.680908
	Iteration 7F: 3 clusters Score -7079716 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -7082203.500000 Penalty: 3536.680908
	Iteration 8F: 3 clusters Score -7082204 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7083509.500000 Penalty: 3536.680908
	Iteration 9Q: 3 clusters Score -7083510 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7084127.500000 Penalty: 3536.680908
	Iteration 10Q: 3 clusters Score -7084128 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7084428.000000 Penalty: 3536.680908
	Iteration 11Q: 3 clusters Score -7084428 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7084545.500000 Penalty: 3536.680908
	Iteration 12Q: 3 clusters Score -7084546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7084624.000000 Penalty: 3536.680908
	Iteration 13Q: 3 clusters Score -7084624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7084660.500000 Penalty: 3536.680908
	Iteration 14Q: 3 clusters Score -7084660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7084678.500000 Penalty: 3536.680908
	Iteration 15Q: 3 clusters Score -7084678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7084688.500000 Penalty: 3536.680908
	Iteration 16Q: 3 clusters Score -7084688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7084690.500000 Penalty: 3536.680908
	Iteration 17Q: 3 clusters Score -7084690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7084681.500000 Penalty: 3536.680908
	Iteration 18Q: 3 clusters Score -7084682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7084681.500000 Penalty: 3536.680908
	Iteration 19Q: 3 clusters Score -7084682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7084687.500000 Penalty: 3536.680908
	Iteration 20F: 3 clusters Score -7084688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7084686.500000 Penalty: 3536.680908
	Iteration 21Q: 3 clusters Score -7084686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7084688.000000 Penalty: 3536.680908
	Iteration 22Q: 3 clusters Score -7084688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7084693.500000 Penalty: 3536.680908
	Iteration 23Q: 3 clusters Score -7084694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7084709.000000 Penalty: 3536.680908
	Iteration 24Q: 3 clusters Score -7084709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7084707.000000 Penalty: 3536.680908
	Iteration 25Q: 3 clusters Score -7084707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7084710.000000 Penalty: 3536.680908
	Iteration 26Q: 3 clusters Score -7084710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7084716.000000 Penalty: 3536.680908
	Iteration 27Q: 3 clusters Score -7084716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7084721.000000 Penalty: 3536.680908
	Iteration 28Q: 3 clusters Score -7084721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7084721.500000 Penalty: 3536.680908
	Iteration 29Q: 3 clusters Score -7084722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7084722.000000 Penalty: 3536.680908
	Iteration 30Q: 3 clusters Score -7084722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7084726.500000 Penalty: 3536.680908
	Iteration 31Q: 3 clusters Score -7084726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7084726.500000 Penalty: 3536.680908
	Iteration 32F: 3 clusters Score -7084726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20645.062500 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20645.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20892.185547 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20892.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21016.435547 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -21016.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21089.175781 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -21089.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21141.369141 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21141.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21172.244141 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21172.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21190.732422 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21190.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21198.976562 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21198.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21198.976562 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -21198.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -396107.468750 Penalty: 1302.597900
	Iteration 0F: 2 clusters Score -396107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -393389.031250 Penalty: 2605.195801
	Iteration 0F: 3 clusters Score -393389 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -394066.281250 Penalty: 2605.195801
	Iteration 1F: 3 clusters Score -394066.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394252.687500 Penalty: 2605.195801
	Iteration 2F: 3 clusters Score -394252.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -394404.625000 Penalty: 2605.195801
	Iteration 3F: 3 clusters Score -394404.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -394538.906250 Penalty: 2605.195801
	Iteration 4F: 3 clusters Score -394538.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -394662.593750 Penalty: 2605.195801
	Iteration 5F: 3 clusters Score -394662.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -394739.687500 Penalty: 2605.195801
	Iteration 6Q: 3 clusters Score -394739.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -394798.312500 Penalty: 2605.195801
	Iteration 7Q: 3 clusters Score -394798.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -394855.437500 Penalty: 2605.195801
	Iteration 8Q: 3 clusters Score -394855.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -394907.093750 Penalty: 2605.195801
	Iteration 9Q: 3 clusters Score -394907.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -394945.531250 Penalty: 2605.195801
	Iteration 10Q: 3 clusters Score -394945.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -394976.218750 Penalty: 2605.195801
	Iteration 11Q: 3 clusters Score -394976.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -394993.625000 Penalty: 2605.195801
	Iteration 12Q: 3 clusters Score -394993.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -395010.156250 Penalty: 2605.195801
	Iteration 13Q: 3 clusters Score -395010.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395024.000000 Penalty: 2605.195801
	Iteration 14Q: 3 clusters Score -395024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -395031.156250 Penalty: 2605.195801
	Iteration 15Q: 3 clusters Score -395031.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -395041.875000 Penalty: 2605.195801
	Iteration 16Q: 3 clusters Score -395041.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -395054.093750 Penalty: 2605.195801
	Iteration 17Q: 3 clusters Score -395054.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -395064.593750 Penalty: 2605.195801
	Iteration 18Q: 3 clusters Score -395064.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -395072.312500 Penalty: 2605.195801
	Iteration 19Q: 3 clusters Score -395072.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395077.218750 Penalty: 2605.195801
	Iteration 20F: 3 clusters Score -395077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -395080.937500 Penalty: 2605.195801
	Iteration 21Q: 3 clusters Score -395080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -395084.718750 Penalty: 2605.195801
	Iteration 22Q: 3 clusters Score -395084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -395088.375000 Penalty: 2605.195801
	Iteration 23Q: 3 clusters Score -395088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -395090.562500 Penalty: 2605.195801
	Iteration 24Q: 3 clusters Score -395090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -395092.687500 Penalty: 2605.195801
	Iteration 25Q: 3 clusters Score -395092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -395094.125000 Penalty: 2605.195801
	Iteration 26Q: 3 clusters Score -395094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -395096.781250 Penalty: 2605.195801
	Iteration 27Q: 3 clusters Score -395096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -395097.531250 Penalty: 2605.195801
	Iteration 28Q: 3 clusters Score -395097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -395098.656250 Penalty: 2605.195801
	Iteration 29Q: 3 clusters Score -395098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -395099.437500 Penalty: 2605.195801
	Iteration 30Q: 3 clusters Score -395099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -395101.750000 Penalty: 2605.195801
	Iteration 31Q: 3 clusters Score -395101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -395104.625000 Penalty: 2605.195801
	Iteration 32Q: 3 clusters Score -395104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -395105.375000 Penalty: 2605.195801
	Iteration 33Q: 3 clusters Score -395105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -395108.343750 Penalty: 2605.195801
	Iteration 34Q: 3 clusters Score -395108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -395112.062500 Penalty: 2605.195801
	Iteration 35Q: 3 clusters Score -395112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -395117.093750 Penalty: 2605.195801
	Iteration 36Q: 3 clusters Score -395117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -395119.031250 Penalty: 2605.195801
	Iteration 37Q: 3 clusters Score -395119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -395123.406250 Penalty: 2605.195801
	Iteration 38Q: 3 clusters Score -395123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -395128.250000 Penalty: 2605.195801
	Iteration 39Q: 3 clusters Score -395128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -395134.937500 Penalty: 2605.195801
	Iteration 40F: 3 clusters Score -395134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -395138.562500 Penalty: 2605.195801
	Iteration 41Q: 3 clusters Score -395138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -395140.687500 Penalty: 2605.195801
	Iteration 42Q: 3 clusters Score -395140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -395141.468750 Penalty: 2605.195801
	Iteration 43Q: 3 clusters Score -395141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -395142.343750 Penalty: 2605.195801
	Iteration 44Q: 3 clusters Score -395142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -395143.781250 Penalty: 2605.195801
	Iteration 45Q: 3 clusters Score -395143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -395146.406250 Penalty: 2605.195801
	Iteration 46Q: 3 clusters Score -395146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -395151.093750 Penalty: 2605.195801
	Iteration 47Q: 3 clusters Score -395151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -395155.687500 Penalty: 2605.195801
	Iteration 48Q: 3 clusters Score -395155.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -395160.437500 Penalty: 2605.195801
	Iteration 49Q: 3 clusters Score -395160.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -395164.625000 Penalty: 2605.195801
	Iteration 50Q: 3 clusters Score -395164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -395167.062500 Penalty: 2605.195801
	Iteration 51Q: 3 clusters Score -395167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -395168.187500 Penalty: 2605.195801
	Iteration 52Q: 3 clusters Score -395168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -395169.000000 Penalty: 2605.195801
	Iteration 53Q: 3 clusters Score -395169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -395170.343750 Penalty: 2605.195801
	Iteration 54Q: 3 clusters Score -395170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -395170.250000 Penalty: 2605.195801
	Iteration 55Q: 3 clusters Score -395170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -395172.156250 Penalty: 2605.195801
	Iteration 56Q: 3 clusters Score -395172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -395172.500000 Penalty: 2605.195801
	Iteration 57Q: 3 clusters Score -395172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -395172.406250 Penalty: 2605.195801
	Iteration 58Q: 3 clusters Score -395172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -395173.250000 Penalty: 2605.195801
	Iteration 59Q: 3 clusters Score -395173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -395173.593750 Penalty: 2605.195801
	Iteration 60F: 3 clusters Score -395173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -395173.968750 Penalty: 2605.195801
	Iteration 61Q: 3 clusters Score -395174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -395174.750000 Penalty: 2605.195801
	Iteration 62Q: 3 clusters Score -395174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -395174.687500 Penalty: 2605.195801
	Iteration 63Q: 3 clusters Score -395174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -395174.906250 Penalty: 2605.195801
	Iteration 64Q: 3 clusters Score -395174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -395174.906250 Penalty: 2605.195801
	Iteration 65F: 3 clusters Score -395174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -213339.859375 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213339.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -213648.843750 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213648.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213719.453125 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213719.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213757.859375 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213757.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -213781.828125 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213781.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213806.593750 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213806.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -213832.453125 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213832.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213850.078125 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -213864.812500 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -213881.765625 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -213889.218750 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -213893.375000 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -213900.859375 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -213905.343750 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -213914.859375 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -213922.421875 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -213931.890625 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213939.843750 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -213947.828125 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -213952.750000 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213957.656250 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213961.609375 Penalty: 2339.895508
	Iteration 21Q: 3 clusters Score -213961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213966.656250 Penalty: 2339.895508
	Iteration 22Q: 3 clusters Score -213966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213969.640625 Penalty: 2339.895508
	Iteration 23Q: 3 clusters Score -213969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213970.968750 Penalty: 2339.895508
	Iteration 24Q: 3 clusters Score -213971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213972.703125 Penalty: 2339.895508
	Iteration 25Q: 3 clusters Score -213972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213973.859375 Penalty: 2339.895508
	Iteration 26Q: 3 clusters Score -213973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213976.125000 Penalty: 2339.895508
	Iteration 27Q: 3 clusters Score -213976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213977.250000 Penalty: 2339.895508
	Iteration 28Q: 3 clusters Score -213977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213980.828125 Penalty: 2339.895508
	Iteration 29Q: 3 clusters Score -213980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213984.078125 Penalty: 2339.895508
	Iteration 30Q: 3 clusters Score -213984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213984.890625 Penalty: 2339.895508
	Iteration 31Q: 3 clusters Score -213984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213987.250000 Penalty: 2339.895508
	Iteration 32Q: 3 clusters Score -213987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -213990.171875 Penalty: 2339.895508
	Iteration 33Q: 3 clusters Score -213990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213991.765625 Penalty: 2339.895508
	Iteration 34Q: 3 clusters Score -213991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213993.125000 Penalty: 2339.895508
	Iteration 35Q: 3 clusters Score -213993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213994.531250 Penalty: 2339.895508
	Iteration 36Q: 3 clusters Score -213994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -213995.156250 Penalty: 2339.895508
	Iteration 37Q: 3 clusters Score -213995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213995.671875 Penalty: 2339.895508
	Iteration 38Q: 3 clusters Score -213995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213995.671875 Penalty: 2339.895508
	Iteration 39F: 3 clusters Score -213995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -268012.812500 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -268012.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268465.250000 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268465.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268627.312500 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -268627.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268823.968750 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -268824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -268995.531250 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -268995.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269083.250000 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -269083.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -269131.906250 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -269131.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269168.812500 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -269168.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -269207.843750 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269207.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -269267.062500 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269267.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -269337.593750 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269337.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -269440.312500 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269440.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -269550.500000 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269550.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -269641.468750 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269641.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -269706.750000 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269706.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -269744.187500 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269744.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -269761.062500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -269761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -269769.781250 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -269769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -269773.375000 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -269773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -269774.843750 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -269774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -269776.468750 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -269776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -269777.437500 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -269777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -269782.062500 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -269782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -269784.625000 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -269784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -269790.812500 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -269790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -269796.468750 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -269796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -269799.218750 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -269799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -269802.218750 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -269802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -269811.093750 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -269811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -269823.218750 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -269823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269833.843750 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -269833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -269837.125000 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -269837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -269846.062500 Penalty: 2432.784912
	Iteration 32Q: 3 clusters Score -269846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -269857.750000 Penalty: 2432.784912
	Iteration 33Q: 3 clusters Score -269857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -269871.187500 Penalty: 2432.784912
	Iteration 34Q: 3 clusters Score -269871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -269874.343750 Penalty: 2432.784912
	Iteration 35Q: 3 clusters Score -269874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -269875.625000 Penalty: 2432.784912
	Iteration 36Q: 3 clusters Score -269875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -269876.468750 Penalty: 2432.784912
	Iteration 37Q: 3 clusters Score -269876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -269876.468750 Penalty: 2432.784912
	Iteration 38F: 3 clusters Score -269876.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Entering Unmasked Estep 
Score: -2681360.000000 Penalty: 1614.301392
	Iteration 0F: 2 clusters Score -2681360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2667303.750000 Penalty: 3228.602783
	Iteration 0F: 3 clusters Score -2667304 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2672785.500000 Penalty: 3228.602783
	Iteration 1F: 3 clusters Score -2672786 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2673404.250000 Penalty: 3228.602783
	Iteration 2F: 3 clusters Score -2673404 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2674116.500000 Penalty: 3228.602783
	Iteration 3F: 3 clusters Score -2674116 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2674986.750000 Penalty: 3228.602783
	Iteration 4F: 3 clusters Score -2674987 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2676037.250000 Penalty: 3228.602783
	Iteration 5F: 3 clusters Score -2676037 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2677126.500000 Penalty: 3228.602783
	Iteration 6F: 3 clusters Score -2677126 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2678061.000000 Penalty: 3228.602783
	Iteration 7F: 3 clusters Score -2678061 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2678770.250000 Penalty: 3228.602783
	Iteration 8Q: 3 clusters Score -2678770 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2679231.750000 Penalty: 3228.602783
	Iteration 9Q: 3 clusters Score -2679232 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2679546.750000 Penalty: 3228.602783
	Iteration 10Q: 3 clusters Score -2679547 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2679748.750000 Penalty: 3228.602783
	Iteration 11Q: 3 clusters Score -2679749 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2679888.250000 Penalty: 3228.602783
	Iteration 12Q: 3 clusters Score -2679888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2679958.250000 Penalty: 3228.602783
	Iteration 13Q: 3 clusters Score -2679958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2680005.750000 Penalty: 3228.602783
	Iteration 14Q: 3 clusters Score -2680006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2680044.500000 Penalty: 3228.602783
	Iteration 15Q: 3 clusters Score -2680044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2680069.250000 Penalty: 3228.602783
	Iteration 16Q: 3 clusters Score -2680069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2680096.500000 Penalty: 3228.602783
	Iteration 17Q: 3 clusters Score -2680096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2680113.750000 Penalty: 3228.602783
	Iteration 18Q: 3 clusters Score -2680114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2680135.750000 Penalty: 3228.602783
	Iteration 19Q: 3 clusters Score -2680136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2680159.750000 Penalty: 3228.602783
	Iteration 20F: 3 clusters Score -2680160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2680185.000000 Penalty: 3228.602783
	Iteration 21Q: 3 clusters Score -2680185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2680196.250000 Penalty: 3228.602783
	Iteration 22Q: 3 clusters Score -2680196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2680213.000000 Penalty: 3228.602783
	Iteration 23Q: 3 clusters Score -2680213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2680232.500000 Penalty: 3228.602783
	Iteration 24Q: 3 clusters Score -2680232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2680256.500000 Penalty: 3228.602783
	Iteration 25Q: 3 clusters Score -2680256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2680275.000000 Penalty: 3228.602783
	Iteration 26Q: 3 clusters Score -2680275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2680297.000000 Penalty: 3228.602783
	Iteration 27Q: 3 clusters Score -2680297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2680318.250000 Penalty: 3228.602783
	Iteration 28Q: 3 clusters Score -2680318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2680357.500000 Penalty: 3228.602783
	Iteration 29Q: 3 clusters Score -2680358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2680383.250000 Penalty: 3228.602783
	Iteration 30Q: 3 clusters Score -2680383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2680417.750000 Penalty: 3228.602783
	Iteration 31Q: 3 clusters Score -2680418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2680451.750000 Penalty: 3228.602783
	Iteration 32Q: 3 clusters Score -2680452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2680492.500000 Penalty: 3228.602783
	Iteration 33Q: 3 clusters Score -2680492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2680505.250000 Penalty: 3228.602783
	Iteration 34Q: 3 clusters Score -2680505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2680530.750000 Penalty: 3228.602783
	Iteration 35Q: 3 clusters Score -2680531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2680540.000000 Penalty: 3228.602783
	Iteration 36Q: 3 clusters Score -2680540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2680551.000000 Penalty: 3228.602783
	Iteration 37Q: 3 clusters Score -2680551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2680553.250000 Penalty: 3228.602783
	Iteration 38Q: 3 clusters Score -2680553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2680567.000000 Penalty: 3228.602783
	Iteration 39Q: 3 clusters Score -2680567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2680579.500000 Penalty: 3228.602783
	Iteration 40F: 3 clusters Score -2680580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2680587.500000 Penalty: 3228.602783
	Iteration 41Q: 3 clusters Score -2680588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2680594.250000 Penalty: 3228.602783
	Iteration 42Q: 3 clusters Score -2680594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2680602.000000 Penalty: 3228.602783
	Iteration 43Q: 3 clusters Score -2680602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2680606.750000 Penalty: 3228.602783
	Iteration 44Q: 3 clusters Score -2680607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2680607.250000 Penalty: 3228.602783
	Iteration 45Q: 3 clusters Score -2680607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2680610.500000 Penalty: 3228.602783
	Iteration 46Q: 3 clusters Score -2680610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2680608.500000 Penalty: 3228.602783
	Iteration 47Q: 3 clusters Score -2680608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2680610.500000 Penalty: 3228.602783
	Iteration 48Q: 3 clusters Score -2680610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2680608.500000 Penalty: 3228.602783
	Iteration 49Q: 3 clusters Score -2680608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2680608.500000 Penalty: 3228.602783
	Iteration 50F: 3 clusters Score -2680608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Entering Unmasked Estep 
Score: -11517009.000000 Penalty: 1848.139893
	Iteration 0F: 2 clusters Score -1.151701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -11465259.000000 Penalty: 3696.279785
	Iteration 0F: 3 clusters Score -1.146526e+07 nChanged 41344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -11489066.000000 Penalty: 3696.279785
	Iteration 1F: 3 clusters Score -1.148907e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -11489623.000000 Penalty: 3696.279785
	Iteration 2Q: 3 clusters Score -1.148962e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -11490418.000000 Penalty: 3696.279785
	Iteration 3Q: 3 clusters Score -1.149042e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -11491572.000000 Penalty: 3696.279785
	Iteration 4Q: 3 clusters Score -1.149157e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -11493267.000000 Penalty: 3696.279785
	Iteration 5Q: 3 clusters Score -1.149327e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -11495804.000000 Penalty: 3696.279785
	Iteration 6F: 3 clusters Score -1.14958e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -11499563.000000 Penalty: 3696.279785
	Iteration 7F: 3 clusters Score -1.149956e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -11503637.000000 Penalty: 3696.279785
	Iteration 8F: 3 clusters Score -1.150364e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -11507172.000000 Penalty: 3696.279785
	Iteration 9F: 3 clusters Score -1.150717e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -11509290.000000 Penalty: 3696.279785
	Iteration 10Q: 3 clusters Score -1.150929e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -11510422.000000 Penalty: 3696.279785
	Iteration 11Q: 3 clusters Score -1.151042e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -11510974.000000 Penalty: 3696.279785
	Iteration 12Q: 3 clusters Score -1.151097e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -11511278.000000 Penalty: 3696.279785
	Iteration 13Q: 3 clusters Score -1.151128e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -11511592.000000 Penalty: 3696.279785
	Iteration 14Q: 3 clusters Score -1.151159e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -11511796.000000 Penalty: 3696.279785
	Iteration 15Q: 3 clusters Score -1.15118e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -11511958.000000 Penalty: 3696.279785
	Iteration 16Q: 3 clusters Score -1.151196e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -11512128.000000 Penalty: 3696.279785
	Iteration 17Q: 3 clusters Score -1.151213e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -11512261.000000 Penalty: 3696.279785
	Iteration 18Q: 3 clusters Score -1.151226e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -11512387.000000 Penalty: 3696.279785
	Iteration 19Q: 3 clusters Score -1.151239e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -11512515.000000 Penalty: 3696.279785
	Iteration 20F: 3 clusters Score -1.151252e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -11512656.000000 Penalty: 3696.279785
	Iteration 21Q: 3 clusters Score -1.151266e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -11512847.000000 Penalty: 3696.279785
	Iteration 22Q: 3 clusters Score -1.151285e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -11512983.000000 Penalty: 3696.279785
	Iteration 23Q: 3 clusters Score -1.151298e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -11513130.000000 Penalty: 3696.279785
	Iteration 24Q: 3 clusters Score -1.151313e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -11513319.000000 Penalty: 3696.279785
	Iteration 25Q: 3 clusters Score -1.151332e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -11513551.000000 Penalty: 3696.279785
	Iteration 26Q: 3 clusters Score -1.151355e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -11513711.000000 Penalty: 3696.279785
	Iteration 27Q: 3 clusters Score -1.151371e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -11513917.000000 Penalty: 3696.279785
	Iteration 28Q: 3 clusters Score -1.151392e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -11514035.000000 Penalty: 3696.279785
	Iteration 29Q: 3 clusters Score -1.151404e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -11514184.000000 Penalty: 3696.279785
	Iteration 30Q: 3 clusters Score -1.151418e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -11514350.000000 Penalty: 3696.279785
	Iteration 31Q: 3 clusters Score -1.151435e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -11514426.000000 Penalty: 3696.279785
	Iteration 32Q: 3 clusters Score -1.151443e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -11514561.000000 Penalty: 3696.279785
	Iteration 33Q: 3 clusters Score -1.151456e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -11514648.000000 Penalty: 3696.279785
	Iteration 34Q: 3 clusters Score -1.151465e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -11514731.000000 Penalty: 3696.279785
	Iteration 35Q: 3 clusters Score -1.151473e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -11514809.000000 Penalty: 3696.279785
	Iteration 36Q: 3 clusters Score -1.151481e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -11514831.000000 Penalty: 3696.279785
	Iteration 37Q: 3 clusters Score -1.151483e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11514930.000000 Penalty: 3696.279785
	Iteration 38Q: 3 clusters Score -1.151493e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -11514994.000000 Penalty: 3696.279785
	Iteration 39Q: 3 clusters Score -1.151499e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -11515092.000000 Penalty: 3696.279785
	Iteration 40F: 3 clusters Score -1.151509e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11515121.000000 Penalty: 3696.279785
	Iteration 41Q: 3 clusters Score -1.151512e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -11515179.000000 Penalty: 3696.279785
	Iteration 42Q: 3 clusters Score -1.151518e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -11515196.000000 Penalty: 3696.279785
	Iteration 43Q: 3 clusters Score -1.15152e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -11515259.000000 Penalty: 3696.279785
	Iteration 44Q: 3 clusters Score -1.151526e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -11515315.000000 Penalty: 3696.279785
	Iteration 45Q: 3 clusters Score -1.151532e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11515318.000000 Penalty: 3696.279785
	Iteration 46Q: 3 clusters Score -1.151532e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -11515357.000000 Penalty: 3696.279785
	Iteration 47Q: 3 clusters Score -1.151536e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -11515431.000000 Penalty: 3696.279785
	Iteration 48Q: 3 clusters Score -1.151543e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -11515476.000000 Penalty: 3696.279785
	Iteration 49Q: 3 clusters Score -1.151548e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11515482.000000 Penalty: 3696.279785
	Iteration 50Q: 3 clusters Score -1.151548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -11515479.000000 Penalty: 3696.279785
	Iteration 51Q: 3 clusters Score -1.151548e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11515478.000000 Penalty: 3696.279785
	Iteration 52Q: 3 clusters Score -1.151548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11515501.000000 Penalty: 3696.279785
	Iteration 53Q: 3 clusters Score -1.15155e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -11515495.000000 Penalty: 3696.279785
	Iteration 54Q: 3 clusters Score -1.15155e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11515509.000000 Penalty: 3696.279785
	Iteration 55Q: 3 clusters Score -1.151551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -11515543.000000 Penalty: 3696.279785
	Iteration 56Q: 3 clusters Score -1.151554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -11515550.000000 Penalty: 3696.279785
	Iteration 57Q: 3 clusters Score -1.151555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11515579.000000 Penalty: 3696.279785
	Iteration 58Q: 3 clusters Score -1.151558e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11515610.000000 Penalty: 3696.279785
	Iteration 59Q: 3 clusters Score -1.151561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11515613.000000 Penalty: 3696.279785
	Iteration 60F: 3 clusters Score -1.151561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11515613.000000 Penalty: 3696.279785
	Iteration 61Q: 3 clusters Score -1.151561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11515609.000000 Penalty: 3696.279785
	Iteration 62Q: 3 clusters Score -1.151561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11515608.000000 Penalty: 3696.279785
	Iteration 63Q: 3 clusters Score -1.151561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -11515611.000000 Penalty: 3696.279785
	Iteration 64Q: 3 clusters Score -1.151561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11515635.000000 Penalty: 3696.279785
	Iteration 65Q: 3 clusters Score -1.151564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11515647.000000 Penalty: 3696.279785
	Iteration 66Q: 3 clusters Score -1.151565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11515664.000000 Penalty: 3696.279785
	Iteration 67Q: 3 clusters Score -1.151566e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11515676.000000 Penalty: 3696.279785
	Iteration 68Q: 3 clusters Score -1.151568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -11515680.000000 Penalty: 3696.279785
	Iteration 69Q: 3 clusters Score -1.151568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -11515678.000000 Penalty: 3696.279785
	Iteration 70Q: 3 clusters Score -1.151568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11515676.000000 Penalty: 3696.279785
	Iteration 71Q: 3 clusters Score -1.151568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11515687.000000 Penalty: 3696.279785
	Iteration 72Q: 3 clusters Score -1.151569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11515691.000000 Penalty: 3696.279785
	Iteration 73Q: 3 clusters Score -1.151569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11515682.000000 Penalty: 3696.279785
	Iteration 74Q: 3 clusters Score -1.151568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11515690.000000 Penalty: 3696.279785
	Iteration 75Q: 3 clusters Score -1.151569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11515691.000000 Penalty: 3696.279785
	Iteration 76Q: 3 clusters Score -1.151569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11515679.000000 Penalty: 3696.279785
	Iteration 77Q: 3 clusters Score -1.151568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -11515665.000000 Penalty: 3696.279785
	Iteration 78Q: 3 clusters Score -1.151566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11515678.000000 Penalty: 3696.279785
	Iteration 79Q: 3 clusters Score -1.151568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11515679.000000 Penalty: 3696.279785
	Iteration 80F: 3 clusters Score -1.151568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11515681.000000 Penalty: 3696.279785
	Iteration 81Q: 3 clusters Score -1.151568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11515675.000000 Penalty: 3696.279785
	Iteration 82Q: 3 clusters Score -1.151568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11515682.000000 Penalty: 3696.279785
	Iteration 83Q: 3 clusters Score -1.151568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11515681.000000 Penalty: 3696.279785
	Iteration 84Q: 3 clusters Score -1.151568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11515688.000000 Penalty: 3696.279785
	Iteration 85Q: 3 clusters Score -1.151569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11515704.000000 Penalty: 3696.279785
	Iteration 86Q: 3 clusters Score -1.15157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11515700.000000 Penalty: 3696.279785
	Iteration 87Q: 3 clusters Score -1.15157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11515718.000000 Penalty: 3696.279785
	Iteration 88Q: 3 clusters Score -1.151572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -11515714.000000 Penalty: 3696.279785
	Iteration 89Q: 3 clusters Score -1.151571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11515707.000000 Penalty: 3696.279785
	Iteration 90Q: 3 clusters Score -1.151571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11515708.000000 Penalty: 3696.279785
	Iteration 91Q: 3 clusters Score -1.151571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11515715.000000 Penalty: 3696.279785
	Iteration 92Q: 3 clusters Score -1.151572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11515727.000000 Penalty: 3696.279785
	Iteration 93Q: 3 clusters Score -1.151573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11515732.000000 Penalty: 3696.279785
	Iteration 94Q: 3 clusters Score -1.151573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11515734.000000 Penalty: 3696.279785
	Iteration 95Q: 3 clusters Score -1.151573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11515721.000000 Penalty: 3696.279785
	Iteration 96Q: 3 clusters Score -1.151572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11515705.000000 Penalty: 3696.279785
	Iteration 97Q: 3 clusters Score -1.15157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11515714.000000 Penalty: 3696.279785
	Iteration 98Q: 3 clusters Score -1.151571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11515719.000000 Penalty: 3696.279785
	Iteration 99Q: 3 clusters Score -1.151572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11515719.000000 Penalty: 3696.279785
	Iteration 100F: 3 clusters Score -1.151572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11515705.000000 Penalty: 3696.279785
	Iteration 101Q: 3 clusters Score -1.15157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11515704.000000 Penalty: 3696.279785
	Iteration 102Q: 3 clusters Score -1.15157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -11515707.000000 Penalty: 3696.279785
	Iteration 103Q: 3 clusters Score -1.151571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11515713.000000 Penalty: 3696.279785
	Iteration 104Q: 3 clusters Score -1.151571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11515713.000000 Penalty: 3696.279785
	Iteration 105F: 3 clusters Score -1.151571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32065.388672 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32065.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32201.728516 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32201.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32247.410156 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -32247.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32283.296875 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32293.304688 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32306.478516 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32306.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32340.728516 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32340.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32346.044922 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32346.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32354.531250 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32354.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32354.531250 Penalty: 1864.385986
	Iteration 9F: 3 clusters Score -32354.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41747.273438 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41747.27 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42172.214844 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42172.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42423.609375 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42423.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42637.089844 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42637.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42825.589844 Penalty: 2054.249756
	Iteration 4F: 3 clusters Score -42825.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42928.199219 Penalty: 2054.249756
	Iteration 5F: 3 clusters Score -42928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43015.058594 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -43015.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43069.289062 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -43069.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43077.988281 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -43077.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43079.472656 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -43079.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43081.671875 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -43081.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43081.671875 Penalty: 2054.249756
	Iteration 11F: 3 clusters Score -43081.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 59454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68217 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 27043 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20623 members 
Mstep: Class 41 contains 86957 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 297 members 
Mstep: Class 44 contains 67077 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81297 members 
Mstep: Class 50 contains 55353 members 
Mstep: Class 51 contains 259 members 
Entering Unmasked Estep 
Score: -85951304.000000 Penalty: 111074.656250
Splitting cluster 43 changes total score from -85952344.000000 to -85951304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (67077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Entering Unmasked Estep 
Score: -8941889.000000 Penalty: 1805.959473
	Iteration 0F: 2 clusters Score -8941889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8901214.000000 Penalty: 3611.918945
	Iteration 0F: 3 clusters Score -8901214 nChanged 31695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8919649.000000 Penalty: 3611.918945
	Iteration 1F: 3 clusters Score -8919649 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8920350.000000 Penalty: 3611.918945
	Iteration 2Q: 3 clusters Score -8920350 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -8921277.000000 Penalty: 3611.918945
	Iteration 3Q: 3 clusters Score -8921277 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8922372.000000 Penalty: 3611.918945
	Iteration 4Q: 3 clusters Score -8922372 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -8924125.000000 Penalty: 3611.918945
	Iteration 5Q: 3 clusters Score -8924125 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8926572.000000 Penalty: 3611.918945
	Iteration 6F: 3 clusters Score -8926572 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8929912.000000 Penalty: 3611.918945
	Iteration 7F: 3 clusters Score -8929912 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -8932924.000000 Penalty: 3611.918945
	Iteration 8F: 3 clusters Score -8932924 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -8934387.000000 Penalty: 3611.918945
	Iteration 9Q: 3 clusters Score -8934387 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -8934902.000000 Penalty: 3611.918945
	Iteration 10Q: 3 clusters Score -8934902 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -8935163.000000 Penalty: 3611.918945
	Iteration 11Q: 3 clusters Score -8935163 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -8935294.000000 Penalty: 3611.918945
	Iteration 12Q: 3 clusters Score -8935294 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -8935445.000000 Penalty: 3611.918945
	Iteration 13Q: 3 clusters Score -8935445 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -8935603.000000 Penalty: 3611.918945
	Iteration 14Q: 3 clusters Score -8935603 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -8935758.000000 Penalty: 3611.918945
	Iteration 15Q: 3 clusters Score -8935758 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -8935900.000000 Penalty: 3611.918945
	Iteration 16Q: 3 clusters Score -8935900 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8936103.000000 Penalty: 3611.918945
	Iteration 17Q: 3 clusters Score -8936103 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -8936255.000000 Penalty: 3611.918945
	Iteration 18Q: 3 clusters Score -8936255 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8936374.000000 Penalty: 3611.918945
	Iteration 19Q: 3 clusters Score -8936374 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -8936633.000000 Penalty: 3611.918945
	Iteration 20F: 3 clusters Score -8936633 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -8936864.000000 Penalty: 3611.918945
	Iteration 21Q: 3 clusters Score -8936864 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -8937107.000000 Penalty: 3611.918945
	Iteration 22Q: 3 clusters Score -8937107 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8937309.000000 Penalty: 3611.918945
	Iteration 23Q: 3 clusters Score -8937309 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8937472.000000 Penalty: 3611.918945
	Iteration 24Q: 3 clusters Score -8937472 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -8937730.000000 Penalty: 3611.918945
	Iteration 25Q: 3 clusters Score -8937730 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8937911.000000 Penalty: 3611.918945
	Iteration 26Q: 3 clusters Score -8937911 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -8938066.000000 Penalty: 3611.918945
	Iteration 27Q: 3 clusters Score -8938066 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -8938261.000000 Penalty: 3611.918945
	Iteration 28Q: 3 clusters Score -8938261 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -8938361.000000 Penalty: 3611.918945
	Iteration 29Q: 3 clusters Score -8938361 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -8938461.000000 Penalty: 3611.918945
	Iteration 30Q: 3 clusters Score -8938461 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8938500.000000 Penalty: 3611.918945
	Iteration 31Q: 3 clusters Score -8938500 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8938517.000000 Penalty: 3611.918945
	Iteration 32Q: 3 clusters Score -8938517 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -8938562.000000 Penalty: 3611.918945
	Iteration 33Q: 3 clusters Score -8938562 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8938570.000000 Penalty: 3611.918945
	Iteration 34Q: 3 clusters Score -8938570 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8938625.000000 Penalty: 3611.918945
	Iteration 35Q: 3 clusters Score -8938625 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -8938663.000000 Penalty: 3611.918945
	Iteration 36Q: 3 clusters Score -8938663 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8938655.000000 Penalty: 3611.918945
	Iteration 37Q: 3 clusters Score -8938655 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -8938692.000000 Penalty: 3611.918945
	Iteration 38Q: 3 clusters Score -8938692 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -8938712.000000 Penalty: 3611.918945
	Iteration 39Q: 3 clusters Score -8938712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8938745.000000 Penalty: 3611.918945
	Iteration 40F: 3 clusters Score -8938745 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -8938750.000000 Penalty: 3611.918945
	Iteration 41Q: 3 clusters Score -8938750 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -8938775.000000 Penalty: 3611.918945
	Iteration 42Q: 3 clusters Score -8938775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8938799.000000 Penalty: 3611.918945
	Iteration 43Q: 3 clusters Score -8938799 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -8938801.000000 Penalty: 3611.918945
	Iteration 44Q: 3 clusters Score -8938801 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8938813.000000 Penalty: 3611.918945
	Iteration 45Q: 3 clusters Score -8938813 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8938842.000000 Penalty: 3611.918945
	Iteration 46Q: 3 clusters Score -8938842 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -8938847.000000 Penalty: 3611.918945
	Iteration 47Q: 3 clusters Score -8938847 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8938849.000000 Penalty: 3611.918945
	Iteration 48Q: 3 clusters Score -8938849 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8938867.000000 Penalty: 3611.918945
	Iteration 49Q: 3 clusters Score -8938867 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -8938862.000000 Penalty: 3611.918945
	Iteration 50Q: 3 clusters Score -8938862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -8938870.000000 Penalty: 3611.918945
	Iteration 51Q: 3 clusters Score -8938870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8938889.000000 Penalty: 3611.918945
	Iteration 52Q: 3 clusters Score -8938889 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -8938891.000000 Penalty: 3611.918945
	Iteration 53Q: 3 clusters Score -8938891 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8938932.000000 Penalty: 3611.918945
	Iteration 54Q: 3 clusters Score -8938932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -8938937.000000 Penalty: 3611.918945
	Iteration 55Q: 3 clusters Score -8938937 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8938948.000000 Penalty: 3611.918945
	Iteration 56Q: 3 clusters Score -8938948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -8938958.000000 Penalty: 3611.918945
	Iteration 57Q: 3 clusters Score -8938958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8938977.000000 Penalty: 3611.918945
	Iteration 58Q: 3 clusters Score -8938977 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -8938979.000000 Penalty: 3611.918945
	Iteration 59Q: 3 clusters Score -8938979 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -8938978.000000 Penalty: 3611.918945
	Iteration 60F: 3 clusters Score -8938978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8938985.000000 Penalty: 3611.918945
	Iteration 61Q: 3 clusters Score -8938985 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -8939007.000000 Penalty: 3611.918945
	Iteration 62Q: 3 clusters Score -8939007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -8939033.000000 Penalty: 3611.918945
	Iteration 63Q: 3 clusters Score -8939033 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -8939030.000000 Penalty: 3611.918945
	Iteration 64Q: 3 clusters Score -8939030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8939031.000000 Penalty: 3611.918945
	Iteration 65Q: 3 clusters Score -8939031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8939035.000000 Penalty: 3611.918945
	Iteration 66Q: 3 clusters Score -8939035 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8939051.000000 Penalty: 3611.918945
	Iteration 67Q: 3 clusters Score -8939051 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -8939037.000000 Penalty: 3611.918945
	Iteration 68Q: 3 clusters Score -8939037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -8939050.000000 Penalty: 3611.918945
	Iteration 69Q: 3 clusters Score -8939050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -8939044.000000 Penalty: 3611.918945
	Iteration 70Q: 3 clusters Score -8939044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8939039.000000 Penalty: 3611.918945
	Iteration 71Q: 3 clusters Score -8939039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8939038.000000 Penalty: 3611.918945
	Iteration 72Q: 3 clusters Score -8939038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -8939058.000000 Penalty: 3611.918945
	Iteration 73Q: 3 clusters Score -8939058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -8939060.000000 Penalty: 3611.918945
	Iteration 74Q: 3 clusters Score -8939060 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8939074.000000 Penalty: 3611.918945
	Iteration 75Q: 3 clusters Score -8939074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8939091.000000 Penalty: 3611.918945
	Iteration 76Q: 3 clusters Score -8939091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8939106.000000 Penalty: 3611.918945
	Iteration 77Q: 3 clusters Score -8939106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -8939081.000000 Penalty: 3611.918945
	Iteration 78Q: 3 clusters Score -8939081 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -8939101.000000 Penalty: 3611.918945
	Iteration 79Q: 3 clusters Score -8939101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -8939106.000000 Penalty: 3611.918945
	Iteration 80F: 3 clusters Score -8939106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -8939126.000000 Penalty: 3611.918945
	Iteration 81Q: 3 clusters Score -8939126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8939141.000000 Penalty: 3611.918945
	Iteration 82Q: 3 clusters Score -8939141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -8939143.000000 Penalty: 3611.918945
	Iteration 83Q: 3 clusters Score -8939143 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -8939164.000000 Penalty: 3611.918945
	Iteration 84Q: 3 clusters Score -8939164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -8939181.000000 Penalty: 3611.918945
	Iteration 85Q: 3 clusters Score -8939181 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8939179.000000 Penalty: 3611.918945
	Iteration 86Q: 3 clusters Score -8939179 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -8939178.000000 Penalty: 3611.918945
	Iteration 87Q: 3 clusters Score -8939178 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -8939230.000000 Penalty: 3611.918945
	Iteration 88Q: 3 clusters Score -8939230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -8939238.000000 Penalty: 3611.918945
	Iteration 89Q: 3 clusters Score -8939238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8939251.000000 Penalty: 3611.918945
	Iteration 90Q: 3 clusters Score -8939251 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -8939261.000000 Penalty: 3611.918945
	Iteration 91Q: 3 clusters Score -8939261 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -8939252.000000 Penalty: 3611.918945
	Iteration 92Q: 3 clusters Score -8939252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -8939284.000000 Penalty: 3611.918945
	Iteration 93Q: 3 clusters Score -8939284 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -8939299.000000 Penalty: 3611.918945
	Iteration 94Q: 3 clusters Score -8939299 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8939293.000000 Penalty: 3611.918945
	Iteration 95Q: 3 clusters Score -8939293 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -8939312.000000 Penalty: 3611.918945
	Iteration 96Q: 3 clusters Score -8939312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -8939337.000000 Penalty: 3611.918945
	Iteration 97Q: 3 clusters Score -8939337 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -8939330.000000 Penalty: 3611.918945
	Iteration 98Q: 3 clusters Score -8939330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8939344.000000 Penalty: 3611.918945
	Iteration 99Q: 3 clusters Score -8939344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -8939377.000000 Penalty: 3611.918945
	Iteration 100F: 3 clusters Score -8939377 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -8939382.000000 Penalty: 3611.918945
	Iteration 101Q: 3 clusters Score -8939382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -8939406.000000 Penalty: 3611.918945
	Iteration 102Q: 3 clusters Score -8939406 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -8939442.000000 Penalty: 3611.918945
	Iteration 103Q: 3 clusters Score -8939442 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -8939453.000000 Penalty: 3611.918945
	Iteration 104Q: 3 clusters Score -8939453 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8939465.000000 Penalty: 3611.918945
	Iteration 105Q: 3 clusters Score -8939465 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8939469.000000 Penalty: 3611.918945
	Iteration 106Q: 3 clusters Score -8939469 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -8939467.000000 Penalty: 3611.918945
	Iteration 107Q: 3 clusters Score -8939467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -8939468.000000 Penalty: 3611.918945
	Iteration 108Q: 3 clusters Score -8939468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -8939462.000000 Penalty: 3611.918945
	Iteration 109Q: 3 clusters Score -8939462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -8939470.000000 Penalty: 3611.918945
	Iteration 110Q: 3 clusters Score -8939470 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -8939481.000000 Penalty: 3611.918945
	Iteration 111Q: 3 clusters Score -8939481 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8939495.000000 Penalty: 3611.918945
	Iteration 112Q: 3 clusters Score -8939495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -8939503.000000 Penalty: 3611.918945
	Iteration 113Q: 3 clusters Score -8939503 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -8939500.000000 Penalty: 3611.918945
	Iteration 114Q: 3 clusters Score -8939500 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8939521.000000 Penalty: 3611.918945
	Iteration 115Q: 3 clusters Score -8939521 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8939528.000000 Penalty: 3611.918945
	Iteration 116Q: 3 clusters Score -8939528 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8939525.000000 Penalty: 3611.918945
	Iteration 117Q: 3 clusters Score -8939525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -8939501.000000 Penalty: 3611.918945
	Iteration 118Q: 3 clusters Score -8939501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -8939510.000000 Penalty: 3611.918945
	Iteration 119Q: 3 clusters Score -8939510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -8939512.000000 Penalty: 3611.918945
	Iteration 120F: 3 clusters Score -8939512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -8939491.000000 Penalty: 3611.918945
	Iteration 121Q: 3 clusters Score -8939491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -8939483.000000 Penalty: 3611.918945
	Iteration 122Q: 3 clusters Score -8939483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -8939505.000000 Penalty: 3611.918945
	Iteration 123Q: 3 clusters Score -8939505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8939500.000000 Penalty: 3611.918945
	Iteration 124Q: 3 clusters Score -8939500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -8939492.000000 Penalty: 3611.918945
	Iteration 125Q: 3 clusters Score -8939492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -8939493.000000 Penalty: 3611.918945
	Iteration 126Q: 3 clusters Score -8939493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -8939498.000000 Penalty: 3611.918945
	Iteration 127Q: 3 clusters Score -8939498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8939516.000000 Penalty: 3611.918945
	Iteration 128Q: 3 clusters Score -8939516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -8939513.000000 Penalty: 3611.918945
	Iteration 129Q: 3 clusters Score -8939513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -8939508.000000 Penalty: 3611.918945
	Iteration 130Q: 3 clusters Score -8939508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8939509.000000 Penalty: 3611.918945
	Iteration 131Q: 3 clusters Score -8939509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -8939518.000000 Penalty: 3611.918945
	Iteration 132Q: 3 clusters Score -8939518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -8939517.000000 Penalty: 3611.918945
	Iteration 133Q: 3 clusters Score -8939517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -8939531.000000 Penalty: 3611.918945
	Iteration 134Q: 3 clusters Score -8939531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -8939526.000000 Penalty: 3611.918945
	Iteration 135Q: 3 clusters Score -8939526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -8939527.000000 Penalty: 3611.918945
	Iteration 136Q: 3 clusters Score -8939527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -8939520.000000 Penalty: 3611.918945
	Iteration 137Q: 3 clusters Score -8939520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8939528.000000 Penalty: 3611.918945
	Iteration 138Q: 3 clusters Score -8939528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8939516.000000 Penalty: 3611.918945
	Iteration 139Q: 3 clusters Score -8939516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -8939520.000000 Penalty: 3611.918945
	Iteration 140F: 3 clusters Score -8939520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -8939524.000000 Penalty: 3611.918945
	Iteration 141Q: 3 clusters Score -8939524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8939527.000000 Penalty: 3611.918945
	Iteration 142Q: 3 clusters Score -8939527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -8939525.000000 Penalty: 3611.918945
	Iteration 143Q: 3 clusters Score -8939525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -8939524.000000 Penalty: 3611.918945
	Iteration 144Q: 3 clusters Score -8939524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -8939524.000000 Penalty: 3611.918945
	Iteration 145Q: 3 clusters Score -8939524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8939526.000000 Penalty: 3611.918945
	Iteration 146Q: 3 clusters Score -8939526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8939526.000000 Penalty: 3611.918945
	Iteration 147F: 3 clusters Score -8939526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -816113.000000 Penalty: 1418.079590
	Iteration 0F: 2 clusters Score -816113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -811421.812500 Penalty: 2836.159180
	Iteration 0F: 3 clusters Score -811421.8 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -812720.625000 Penalty: 2836.159180
	Iteration 1F: 3 clusters Score -812720.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -812878.500000 Penalty: 2836.159180
	Iteration 2F: 3 clusters Score -812878.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -812982.937500 Penalty: 2836.159180
	Iteration 3Q: 3 clusters Score -812982.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -813045.187500 Penalty: 2836.159180
	Iteration 4Q: 3 clusters Score -813045.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -813091.312500 Penalty: 2836.159180
	Iteration 5Q: 3 clusters Score -813091.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -813119.812500 Penalty: 2836.159180
	Iteration 6Q: 3 clusters Score -813119.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -813144.875000 Penalty: 2836.159180
	Iteration 7Q: 3 clusters Score -813144.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -813172.562500 Penalty: 2836.159180
	Iteration 8Q: 3 clusters Score -813172.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -813202.562500 Penalty: 2836.159180
	Iteration 9Q: 3 clusters Score -813202.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -813232.562500 Penalty: 2836.159180
	Iteration 10Q: 3 clusters Score -813232.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -813258.125000 Penalty: 2836.159180
	Iteration 11Q: 3 clusters Score -813258.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -813286.000000 Penalty: 2836.159180
	Iteration 12Q: 3 clusters Score -813286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -813309.500000 Penalty: 2836.159180
	Iteration 13Q: 3 clusters Score -813309.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -813333.625000 Penalty: 2836.159180
	Iteration 14Q: 3 clusters Score -813333.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -813362.375000 Penalty: 2836.159180
	Iteration 15Q: 3 clusters Score -813362.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -813383.250000 Penalty: 2836.159180
	Iteration 16Q: 3 clusters Score -813383.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -813406.875000 Penalty: 2836.159180
	Iteration 17Q: 3 clusters Score -813406.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -813429.875000 Penalty: 2836.159180
	Iteration 18Q: 3 clusters Score -813429.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -813465.750000 Penalty: 2836.159180
	Iteration 19Q: 3 clusters Score -813465.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -813511.312500 Penalty: 2836.159180
	Iteration 20F: 3 clusters Score -813511.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -813554.062500 Penalty: 2836.159180
	Iteration 21Q: 3 clusters Score -813554.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -813604.937500 Penalty: 2836.159180
	Iteration 22Q: 3 clusters Score -813604.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -813656.375000 Penalty: 2836.159180
	Iteration 23Q: 3 clusters Score -813656.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -813711.562500 Penalty: 2836.159180
	Iteration 24Q: 3 clusters Score -813711.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -813770.687500 Penalty: 2836.159180
	Iteration 25Q: 3 clusters Score -813770.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -813833.125000 Penalty: 2836.159180
	Iteration 26Q: 3 clusters Score -813833.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -813887.875000 Penalty: 2836.159180
	Iteration 27Q: 3 clusters Score -813887.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -813939.812500 Penalty: 2836.159180
	Iteration 28Q: 3 clusters Score -813939.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -813984.875000 Penalty: 2836.159180
	Iteration 29Q: 3 clusters Score -813984.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -814028.937500 Penalty: 2836.159180
	Iteration 30Q: 3 clusters Score -814028.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -814072.437500 Penalty: 2836.159180
	Iteration 31Q: 3 clusters Score -814072.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -814107.750000 Penalty: 2836.159180
	Iteration 32Q: 3 clusters Score -814107.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -814140.562500 Penalty: 2836.159180
	Iteration 33Q: 3 clusters Score -814140.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -814173.437500 Penalty: 2836.159180
	Iteration 34Q: 3 clusters Score -814173.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -814211.562500 Penalty: 2836.159180
	Iteration 35Q: 3 clusters Score -814211.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -814248.937500 Penalty: 2836.159180
	Iteration 36Q: 3 clusters Score -814248.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -814285.062500 Penalty: 2836.159180
	Iteration 37Q: 3 clusters Score -814285.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -814316.562500 Penalty: 2836.159180
	Iteration 38Q: 3 clusters Score -814316.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -814340.625000 Penalty: 2836.159180
	Iteration 39Q: 3 clusters Score -814340.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -814367.875000 Penalty: 2836.159180
	Iteration 40F: 3 clusters Score -814367.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -814388.687500 Penalty: 2836.159180
	Iteration 41Q: 3 clusters Score -814388.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -814410.687500 Penalty: 2836.159180
	Iteration 42Q: 3 clusters Score -814410.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -814427.062500 Penalty: 2836.159180
	Iteration 43Q: 3 clusters Score -814427.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -814439.312500 Penalty: 2836.159180
	Iteration 44Q: 3 clusters Score -814439.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -814456.875000 Penalty: 2836.159180
	Iteration 45Q: 3 clusters Score -814456.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -814471.437500 Penalty: 2836.159180
	Iteration 46Q: 3 clusters Score -814471.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -814485.187500 Penalty: 2836.159180
	Iteration 47Q: 3 clusters Score -814485.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -814495.062500 Penalty: 2836.159180
	Iteration 48Q: 3 clusters Score -814495.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -814503.312500 Penalty: 2836.159180
	Iteration 49Q: 3 clusters Score -814503.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -814509.625000 Penalty: 2836.159180
	Iteration 50Q: 3 clusters Score -814509.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -814519.437500 Penalty: 2836.159180
	Iteration 51Q: 3 clusters Score -814519.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -814527.062500 Penalty: 2836.159180
	Iteration 52Q: 3 clusters Score -814527.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -814531.875000 Penalty: 2836.159180
	Iteration 53Q: 3 clusters Score -814531.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -814538.937500 Penalty: 2836.159180
	Iteration 54Q: 3 clusters Score -814538.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -814540.562500 Penalty: 2836.159180
	Iteration 55Q: 3 clusters Score -814540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -814544.375000 Penalty: 2836.159180
	Iteration 56Q: 3 clusters Score -814544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -814547.562500 Penalty: 2836.159180
	Iteration 57Q: 3 clusters Score -814547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -814549.937500 Penalty: 2836.159180
	Iteration 58Q: 3 clusters Score -814549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -814552.312500 Penalty: 2836.159180
	Iteration 59Q: 3 clusters Score -814552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -814553.000000 Penalty: 2836.159180
	Iteration 60F: 3 clusters Score -814553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -814552.812500 Penalty: 2836.159180
	Iteration 61Q: 3 clusters Score -814552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -814554.562500 Penalty: 2836.159180
	Iteration 62Q: 3 clusters Score -814554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -814556.437500 Penalty: 2836.159180
	Iteration 63Q: 3 clusters Score -814556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -814557.687500 Penalty: 2836.159180
	Iteration 64Q: 3 clusters Score -814557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -814557.625000 Penalty: 2836.159180
	Iteration 65Q: 3 clusters Score -814557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -814559.000000 Penalty: 2836.159180
	Iteration 66Q: 3 clusters Score -814559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -814559.687500 Penalty: 2836.159180
	Iteration 67Q: 3 clusters Score -814559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -814561.125000 Penalty: 2836.159180
	Iteration 68Q: 3 clusters Score -814561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -814561.125000 Penalty: 2836.159180
	Iteration 69F: 3 clusters Score -814561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7154.633301 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7154.633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7232.006348 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7232.006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7255.093262 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -7255.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7267.561035 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7267.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7272.410156 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7272.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7272.410156 Penalty: 1676.692993
	Iteration 5F: 3 clusters Score -7272.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22232.593750 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22232.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22330.921875 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22330.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22368.558594 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22368.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22407.240234 Penalty: 1771.587524
	Iteration 3F: 3 clusters Score -22407.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22479.986328 Penalty: 1771.587524
	Iteration 4F: 3 clusters Score -22479.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22507.101562 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22515.052734 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22515.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22526.140625 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -22526.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22543.097656 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -22543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22543.097656 Penalty: 1771.587524
	Iteration 9F: 3 clusters Score -22543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38832.515625 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38832.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38927.785156 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38927.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38955.777344 Penalty: 1825.450684
	Iteration 2Q: 3 clusters Score -38955.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38957.855469 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -38957.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38961.257812 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -38961.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38961.257812 Penalty: 1825.450684
	Iteration 5F: 3 clusters Score -38961.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (81297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Entering Unmasked Estep 
Score: -10873649.000000 Penalty: 1837.203003
	Iteration 0F: 2 clusters Score -1.087365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -10828476.000000 Penalty: 3674.406006
	Iteration 0F: 3 clusters Score -1.082848e+07 nChanged 38710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -10850664.000000 Penalty: 3674.406006
	Iteration 1F: 3 clusters Score -1.085066e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -10851564.000000 Penalty: 3674.406006
	Iteration 2Q: 3 clusters Score -1.085156e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -10852954.000000 Penalty: 3674.406006
	Iteration 3Q: 3 clusters Score -1.085295e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -10855052.000000 Penalty: 3674.406006
	Iteration 4F: 3 clusters Score -1.085505e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -10858238.000000 Penalty: 3674.406006
	Iteration 5F: 3 clusters Score -1.085824e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -10862645.000000 Penalty: 3674.406006
	Iteration 6F: 3 clusters Score -1.086264e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -10866793.000000 Penalty: 3674.406006
	Iteration 7F: 3 clusters Score -1.086679e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -10869257.000000 Penalty: 3674.406006
	Iteration 8F: 3 clusters Score -1.086926e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -10870491.000000 Penalty: 3674.406006
	Iteration 9Q: 3 clusters Score -1.087049e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10871231.000000 Penalty: 3674.406006
	Iteration 10Q: 3 clusters Score -1.087123e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -10871588.000000 Penalty: 3674.406006
	Iteration 11Q: 3 clusters Score -1.087159e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -10871836.000000 Penalty: 3674.406006
	Iteration 12Q: 3 clusters Score -1.087184e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -10872083.000000 Penalty: 3674.406006
	Iteration 13Q: 3 clusters Score -1.087208e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -10872182.000000 Penalty: 3674.406006
	Iteration 14Q: 3 clusters Score -1.087218e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -10872206.000000 Penalty: 3674.406006
	Iteration 15Q: 3 clusters Score -1.087221e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -10872210.000000 Penalty: 3674.406006
	Iteration 16Q: 3 clusters Score -1.087221e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -10872215.000000 Penalty: 3674.406006
	Iteration 17Q: 3 clusters Score -1.087222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -10872228.000000 Penalty: 3674.406006
	Iteration 18Q: 3 clusters Score -1.087223e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10872242.000000 Penalty: 3674.406006
	Iteration 19Q: 3 clusters Score -1.087224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3674.406006
	Iteration 20F: 3 clusters Score -1.087224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10872242.000000 Penalty: 3674.406006
	Iteration 21Q: 3 clusters Score -1.087224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -10872236.000000 Penalty: 3674.406006
	Iteration 22Q: 3 clusters Score -1.087224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10872219.000000 Penalty: 3674.406006
	Iteration 23Q: 3 clusters Score -1.087222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3674.406006
	Iteration 24Q: 3 clusters Score -1.087224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -10872255.000000 Penalty: 3674.406006
	Iteration 25Q: 3 clusters Score -1.087226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -10872260.000000 Penalty: 3674.406006
	Iteration 26Q: 3 clusters Score -1.087226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -10872256.000000 Penalty: 3674.406006
	Iteration 27Q: 3 clusters Score -1.087226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -10872254.000000 Penalty: 3674.406006
	Iteration 28Q: 3 clusters Score -1.087225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -10872245.000000 Penalty: 3674.406006
	Iteration 29Q: 3 clusters Score -1.087224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -10872256.000000 Penalty: 3674.406006
	Iteration 30Q: 3 clusters Score -1.087226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10872257.000000 Penalty: 3674.406006
	Iteration 31Q: 3 clusters Score -1.087226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10872255.000000 Penalty: 3674.406006
	Iteration 32Q: 3 clusters Score -1.087226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10872257.000000 Penalty: 3674.406006
	Iteration 33Q: 3 clusters Score -1.087226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10872257.000000 Penalty: 3674.406006
	Iteration 34F: 3 clusters Score -1.087226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (55353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Entering Unmasked Estep 
Score: -7348852.500000 Penalty: 1774.741455
	Iteration 0F: 2 clusters Score -7348852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -7312319.000000 Penalty: 3549.482910
	Iteration 0F: 3 clusters Score -7312319 nChanged 26000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7326789.000000 Penalty: 3549.482910
	Iteration 1F: 3 clusters Score -7326789 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -7327209.000000 Penalty: 3549.482910
	Iteration 2Q: 3 clusters Score -7327209 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -7327695.000000 Penalty: 3549.482910
	Iteration 3Q: 3 clusters Score -7327695 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7328307.000000 Penalty: 3549.482910
	Iteration 4Q: 3 clusters Score -7328307 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -7329242.000000 Penalty: 3549.482910
	Iteration 5Q: 3 clusters Score -7329242 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -7330924.000000 Penalty: 3549.482910
	Iteration 6F: 3 clusters Score -7330924 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -7333841.500000 Penalty: 3549.482910
	Iteration 7F: 3 clusters Score -7333842 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -7337898.000000 Penalty: 3549.482910
	Iteration 8F: 3 clusters Score -7337898 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -7342192.000000 Penalty: 3549.482910
	Iteration 9F: 3 clusters Score -7342192 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7345025.500000 Penalty: 3549.482910
	Iteration 10F: 3 clusters Score -7345026 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7346370.500000 Penalty: 3549.482910
	Iteration 11Q: 3 clusters Score -7346370 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7346894.000000 Penalty: 3549.482910
	Iteration 12Q: 3 clusters Score -7346894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7347092.000000 Penalty: 3549.482910
	Iteration 13Q: 3 clusters Score -7347092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7347183.000000 Penalty: 3549.482910
	Iteration 14Q: 3 clusters Score -7347183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7347228.000000 Penalty: 3549.482910
	Iteration 15Q: 3 clusters Score -7347228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7347261.000000 Penalty: 3549.482910
	Iteration 16Q: 3 clusters Score -7347261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7347283.500000 Penalty: 3549.482910
	Iteration 17Q: 3 clusters Score -7347284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7347292.500000 Penalty: 3549.482910
	Iteration 18Q: 3 clusters Score -7347292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7347295.000000 Penalty: 3549.482910
	Iteration 19Q: 3 clusters Score -7347295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7347297.000000 Penalty: 3549.482910
	Iteration 20F: 3 clusters Score -7347297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7347302.000000 Penalty: 3549.482910
	Iteration 21Q: 3 clusters Score -7347302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7347299.500000 Penalty: 3549.482910
	Iteration 22Q: 3 clusters Score -7347300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7347299.000000 Penalty: 3549.482910
	Iteration 23Q: 3 clusters Score -7347299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7347305.500000 Penalty: 3549.482910
	Iteration 24Q: 3 clusters Score -7347306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7347305.500000 Penalty: 3549.482910
	Iteration 25Q: 3 clusters Score -7347306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7347319.500000 Penalty: 3549.482910
	Iteration 26Q: 3 clusters Score -7347320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7347327.500000 Penalty: 3549.482910
	Iteration 27Q: 3 clusters Score -7347328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7347331.500000 Penalty: 3549.482910
	Iteration 28Q: 3 clusters Score -7347332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7347331.500000 Penalty: 3549.482910
	Iteration 29F: 3 clusters Score -7347332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 59454 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68217 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 27043 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53215 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20623 members 
Mstep: Class 41 contains 86957 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67077 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81297 members 
Mstep: Class 50 contains 55353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952232.000000 Penalty: 108896.726562
Iteration 319Q: 51 clusters Score -8.595223e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 10977 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 59472 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68230 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30723 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53272 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20631 members 
Mstep: Class 41 contains 86998 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 67025 members 
Mstep: Class 45 contains 6166 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81176 members 
Mstep: Class 50 contains 55391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951792.000000 Penalty: 108896.726562
Iteration 320F: 51 clusters Score -8.595179e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8693 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 59516 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 3240 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68232 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30724 members 
Mstep: Class 27 contains 2254 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27161 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53333 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20638 members 
Mstep: Class 41 contains 87035 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66954 members 
Mstep: Class 45 contains 6173 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 81049 members 
Mstep: Class 50 contains 55430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951232.000000 Penalty: 108896.726562
Iteration 321Q: 51 clusters Score -8.595123e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 14886 members 
Mstep: Class 14 contains 59567 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68244 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30724 members 
Mstep: Class 27 contains 2259 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27219 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53394 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20641 members 
Mstep: Class 41 contains 87061 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66860 members 
Mstep: Class 45 contains 6176 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80923 members 
Mstep: Class 50 contains 55498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951240.000000 Penalty: 108896.726562
Iteration 322Q: 51 clusters Score -8.595124e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8679 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 59652 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68246 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30716 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27282 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53489 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3011 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20647 members 
Mstep: Class 41 contains 87070 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66734 members 
Mstep: Class 45 contains 6193 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80786 members 
Mstep: Class 50 contains 55548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951184.000000 Penalty: 108896.726562
Iteration 323Q: 51 clusters Score -8.595118e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 59699 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68257 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27352 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53552 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3004 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20647 members 
Mstep: Class 41 contains 87087 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66601 members 
Mstep: Class 45 contains 6197 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80647 members 
Mstep: Class 50 contains 55646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950912.000000 Penalty: 108896.726562
Iteration 324Q: 51 clusters Score -8.595091e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 59763 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30710 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27438 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53614 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 3000 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20651 members 
Mstep: Class 41 contains 87115 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66441 members 
Mstep: Class 45 contains 6199 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80533 members 
Mstep: Class 50 contains 55722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950912.000000 Penalty: 108896.726562
Iteration 325Q: 51 clusters Score -8.595091e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 59826 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68270 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30707 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27515 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2423 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53695 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2997 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20649 members 
Mstep: Class 41 contains 87170 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66265 members 
Mstep: Class 45 contains 6197 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80410 members 
Mstep: Class 50 contains 55796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950744.000000 Penalty: 108896.726562
Iteration 326Q: 51 clusters Score -8.595074e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 10956 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 59911 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68282 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30698 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27592 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2424 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53800 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2992 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20649 members 
Mstep: Class 41 contains 87226 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 66064 members 
Mstep: Class 45 contains 6205 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80303 members 
Mstep: Class 50 contains 55852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950408.000000 Penalty: 108896.726562
Iteration 327Q: 51 clusters Score -8.595041e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 59969 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68304 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30703 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 27679 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2425 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53870 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2989 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20649 members 
Mstep: Class 41 contains 87298 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65841 members 
Mstep: Class 45 contains 6205 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80213 members 
Mstep: Class 50 contains 55924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950344.000000 Penalty: 108896.726562
Iteration 328Q: 51 clusters Score -8.595034e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10958 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 60033 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68318 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30698 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 2119 members 
Mstep: Class 29 contains 27764 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2427 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53967 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2985 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20642 members 
Mstep: Class 41 contains 87330 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65623 members 
Mstep: Class 45 contains 6205 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80112 members 
Mstep: Class 50 contains 56027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950320.000000 Penalty: 108896.726562
Iteration 329Q: 51 clusters Score -8.595032e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 60112 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68336 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30701 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 27848 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2427 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54043 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2984 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20635 members 
Mstep: Class 41 contains 87378 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65379 members 
Mstep: Class 45 contains 6201 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 80011 members 
Mstep: Class 50 contains 56137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950336.000000 Penalty: 108896.726562
Iteration 330Q: 51 clusters Score -8.595034e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10152 members 
Mstep: Class 12 contains 4006 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 60194 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68344 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30702 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2428 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54113 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2984 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20631 members 
Mstep: Class 41 contains 87448 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 65158 members 
Mstep: Class 45 contains 6191 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79850 members 
Mstep: Class 50 contains 56258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950168.000000 Penalty: 108896.726562
Iteration 331Q: 51 clusters Score -8.595017e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10154 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 60265 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68361 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30703 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28008 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2429 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54198 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2983 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20635 members 
Mstep: Class 41 contains 87522 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64939 members 
Mstep: Class 45 contains 6187 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79652 members 
Mstep: Class 50 contains 56388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950016.000000 Penalty: 108896.726562
Iteration 332Q: 51 clusters Score -8.595002e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 60344 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68371 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30695 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28078 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2429 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54294 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2981 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20638 members 
Mstep: Class 41 contains 87591 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64737 members 
Mstep: Class 45 contains 6188 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79445 members 
Mstep: Class 50 contains 56516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949992.000000 Penalty: 108896.726562
Iteration 333Q: 51 clusters Score -8.594999e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 3923 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 60402 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68381 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30696 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28158 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2430 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54398 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2980 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20632 members 
Mstep: Class 41 contains 87638 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64547 members 
Mstep: Class 45 contains 6186 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79242 members 
Mstep: Class 50 contains 56679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950008.000000 Penalty: 108896.726562
Iteration 334Q: 51 clusters Score -8.595001e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 3899 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 60461 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68392 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30697 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28241 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2431 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54508 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2979 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20637 members 
Mstep: Class 41 contains 87703 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64317 members 
Mstep: Class 45 contains 6177 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 79032 members 
Mstep: Class 50 contains 56842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949728.000000 Penalty: 108896.726562
Iteration 335Q: 51 clusters Score -8.594973e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 10941 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 14932 members 
Mstep: Class 14 contains 60512 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68406 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30695 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28325 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54628 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2978 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20641 members 
Mstep: Class 41 contains 87756 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 64062 members 
Mstep: Class 45 contains 6168 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 78854 members 
Mstep: Class 50 contains 57001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949800.000000 Penalty: 108896.726562
Iteration 336Q: 51 clusters Score -8.59498e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 14938 members 
Mstep: Class 14 contains 60594 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68414 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30695 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 28423 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2435 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54747 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2976 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20635 members 
Mstep: Class 41 contains 87794 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63817 members 
Mstep: Class 45 contains 6166 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 78676 members 
Mstep: Class 50 contains 57121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949600.000000 Penalty: 108896.726562
Iteration 337Q: 51 clusters Score -8.59496e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 60667 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68438 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30705 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 28526 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2435 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54858 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2974 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20633 members 
Mstep: Class 41 contains 87818 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63557 members 
Mstep: Class 45 contains 6157 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 78500 members 
Mstep: Class 50 contains 57263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949488.000000 Penalty: 108896.726562
Iteration 338Q: 51 clusters Score -8.594949e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 13 contains 14949 members 
Mstep: Class 14 contains 60759 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68457 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 28624 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2436 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55001 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2973 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20619 members 
Mstep: Class 41 contains 87881 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63295 members 
Mstep: Class 45 contains 6146 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 78263 members 
Mstep: Class 50 contains 57391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949360.000000 Penalty: 108896.726562
Iteration 339Q: 51 clusters Score -8.594936e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 10942 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 3842 members 
Mstep: Class 13 contains 14951 members 
Mstep: Class 14 contains 60861 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8958 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68466 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30723 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 28732 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2437 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55133 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2974 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20617 members 
Mstep: Class 41 contains 87929 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 63120 members 
Mstep: Class 45 contains 6134 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77971 members 
Mstep: Class 50 contains 57502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949328.000000 Penalty: 108896.726562
Iteration 340F: 51 clusters Score -8.594933e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 3829 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 60980 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68464 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30726 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 28863 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2438 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55263 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2975 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20609 members 
Mstep: Class 41 contains 87937 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62958 members 
Mstep: Class 45 contains 6119 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77694 members 
Mstep: Class 50 contains 57606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949400.000000 Penalty: 108896.726562
Iteration 341Q: 51 clusters Score -8.59494e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 10929 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 12 contains 3814 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 61081 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68446 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30737 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 28997 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2438 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55402 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2975 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20604 members 
Mstep: Class 41 contains 87966 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62762 members 
Mstep: Class 45 contains 6111 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77477 members 
Mstep: Class 50 contains 57690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949304.000000 Penalty: 108896.726562
Iteration 342Q: 51 clusters Score -8.59493e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8666 members 
Mstep: Class 5 contains 10923 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 61183 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8946 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68438 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30747 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29124 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2437 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55511 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2974 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20595 members 
Mstep: Class 41 contains 88018 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62567 members 
Mstep: Class 45 contains 6107 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77280 members 
Mstep: Class 50 contains 57773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949416.000000 Penalty: 108896.726562
Iteration 343Q: 51 clusters Score -8.594942e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 10916 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 61277 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68445 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30747 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29234 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2439 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55609 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2973 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20585 members 
Mstep: Class 41 contains 88059 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62468 members 
Mstep: Class 45 contains 6103 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 77042 members 
Mstep: Class 50 contains 57830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949416.000000 Penalty: 108896.726562
Iteration 344Q: 51 clusters Score -8.594942e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 10913 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 61339 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68460 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30746 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29343 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2441 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55700 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2971 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20575 members 
Mstep: Class 41 contains 88089 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62349 members 
Mstep: Class 45 contains 6099 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76824 members 
Mstep: Class 50 contains 57919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949512.000000 Penalty: 108896.726562
Iteration 345Q: 51 clusters Score -8.594951e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 10916 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 61404 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68470 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30745 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29445 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2442 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55776 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2970 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20575 members 
Mstep: Class 41 contains 88114 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62229 members 
Mstep: Class 45 contains 6091 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76634 members 
Mstep: Class 50 contains 58009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949512.000000 Penalty: 108896.726562
Iteration 346Q: 51 clusters Score -8.594951e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 10922 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 14973 members 
Mstep: Class 14 contains 61451 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68471 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30744 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29557 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55854 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2970 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20571 members 
Mstep: Class 41 contains 88130 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 62095 members 
Mstep: Class 45 contains 6083 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76449 members 
Mstep: Class 50 contains 58115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949496.000000 Penalty: 108896.726562
Iteration 347Q: 51 clusters Score -8.59495e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 10921 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 61500 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68461 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30751 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29681 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55946 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2970 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20557 members 
Mstep: Class 41 contains 88126 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61962 members 
Mstep: Class 45 contains 6076 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76288 members 
Mstep: Class 50 contains 58232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949528.000000 Penalty: 108896.726562
Iteration 348Q: 51 clusters Score -8.594953e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 10931 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 61515 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68470 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30752 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29783 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56046 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2971 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20549 members 
Mstep: Class 41 contains 88152 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61818 members 
Mstep: Class 45 contains 6065 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 76126 members 
Mstep: Class 50 contains 58350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949352.000000 Penalty: 108896.726562
Iteration 349Q: 51 clusters Score -8.594935e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 10937 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 61569 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68473 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30745 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29889 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2445 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56130 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2972 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20542 members 
Mstep: Class 41 contains 88155 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61702 members 
Mstep: Class 45 contains 6059 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 75954 members 
Mstep: Class 50 contains 58454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949232.000000 Penalty: 108896.726562
Iteration 350Q: 51 clusters Score -8.594923e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8680 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3619 members 
Mstep: Class 13 contains 14974 members 
Mstep: Class 14 contains 61632 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68485 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30740 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 29988 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56212 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2968 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20541 members 
Mstep: Class 41 contains 88189 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61562 members 
Mstep: Class 45 contains 6053 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 75761 members 
Mstep: Class 50 contains 58557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949120.000000 Penalty: 108896.726562
Iteration 351Q: 51 clusters Score -8.594912e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8681 members 
Mstep: Class 5 contains 10953 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 14972 members 
Mstep: Class 14 contains 61701 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68500 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30730 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30102 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56292 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2968 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20535 members 
Mstep: Class 41 contains 88222 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61455 members 
Mstep: Class 45 contains 6046 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 75500 members 
Mstep: Class 50 contains 58687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949080.000000 Penalty: 108896.726562
Iteration 352Q: 51 clusters Score -8.594908e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8686 members 
Mstep: Class 5 contains 10954 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 14980 members 
Mstep: Class 14 contains 61811 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68510 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30719 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30195 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2445 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56381 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2970 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20532 members 
Mstep: Class 41 contains 88257 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61323 members 
Mstep: Class 45 contains 6035 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 75229 members 
Mstep: Class 50 contains 58819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948888.000000 Penalty: 108896.726562
Iteration 353Q: 51 clusters Score -8.594889e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10153 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 14984 members 
Mstep: Class 14 contains 61921 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68527 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30705 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30302 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2448 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56479 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2971 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20521 members 
Mstep: Class 41 contains 88301 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61171 members 
Mstep: Class 45 contains 6030 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 74969 members 
Mstep: Class 50 contains 58949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948992.000000 Penalty: 108896.726562
Iteration 354Q: 51 clusters Score -8.594899e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 10941 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14983 members 
Mstep: Class 14 contains 61989 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68526 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30706 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30414 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2447 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56599 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2968 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20518 members 
Mstep: Class 41 contains 88362 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 61044 members 
Mstep: Class 45 contains 6029 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 74693 members 
Mstep: Class 50 contains 59061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948992.000000 Penalty: 108896.726562
Iteration 355Q: 51 clusters Score -8.594899e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8686 members 
Mstep: Class 5 contains 10942 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 62094 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68540 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30690 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30532 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2447 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56725 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2966 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20514 members 
Mstep: Class 41 contains 88399 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60877 members 
Mstep: Class 45 contains 6030 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 74415 members 
Mstep: Class 50 contains 59169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949088.000000 Penalty: 108896.726562
Iteration 356Q: 51 clusters Score -8.594909e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 10942 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68547 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30693 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30653 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56800 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2963 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20511 members 
Mstep: Class 41 contains 88420 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60717 members 
Mstep: Class 45 contains 6030 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 74154 members 
Mstep: Class 50 contains 59272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949104.000000 Penalty: 108896.726562
Iteration 357Q: 51 clusters Score -8.59491e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 10943 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 14975 members 
Mstep: Class 14 contains 62308 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30701 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30767 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2958 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20517 members 
Mstep: Class 41 contains 88454 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60602 members 
Mstep: Class 45 contains 6031 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73876 members 
Mstep: Class 50 contains 59382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949040.000000 Penalty: 108896.726562
Iteration 358Q: 51 clusters Score -8.594904e+07 nChanged 1179
Entering ConstructFrom: 
Score: -85949040.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -97384.851562 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -97384.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96159.421875 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -96159.42 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96377.835938 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -96377.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96425.820312 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -96425.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96466.195312 Penalty: 2167.174072
	Iteration 3Q: 3 clusters Score -96466.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96482.078125 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -96482.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96503.781250 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -96503.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96541.460938 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -96541.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96586.648438 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -96586.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96627.914062 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -96627.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96662.968750 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -96662.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96683.804688 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -96683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96698.343750 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -96698.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96716.351562 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -96716.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96735.281250 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -96735.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96763.179688 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -96763.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96779.429688 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -96779.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -96795.039062 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -96795.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96807.687500 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -96807.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96814.468750 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -96814.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96819.476562 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -96819.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96823.937500 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -96823.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96829.882812 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -96829.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96834.835938 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -96834.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96836.421875 Penalty: 2167.174072
	Iteration 23Q: 3 clusters Score -96836.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96840.640625 Penalty: 2167.174072
	Iteration 24Q: 3 clusters Score -96840.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96845.789062 Penalty: 2167.174072
	Iteration 25Q: 3 clusters Score -96845.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96845.789062 Penalty: 2167.174072
	Iteration 26F: 3 clusters Score -96845.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -74030.914062 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -74030.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72912.507812 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -72912.51 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73133.140625 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -73133.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73290.187500 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -73290.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73454.273438 Penalty: 2090.705566
	Iteration 3F: 3 clusters Score -73454.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73641.320312 Penalty: 2090.705566
	Iteration 4F: 3 clusters Score -73641.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73817.609375 Penalty: 2090.705566
	Iteration 5F: 3 clusters Score -73817.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73911.835938 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -73911.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73974.335938 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -73974.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74041.453125 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -74041.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74065.718750 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -74065.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74073.187500 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -74073.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74079.148438 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -74079.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74085.765625 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -74085.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74094.367188 Penalty: 2090.705566
	Iteration 13Q: 3 clusters Score -74094.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74115.554688 Penalty: 2090.705566
	Iteration 14Q: 3 clusters Score -74115.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74127.921875 Penalty: 2090.705566
	Iteration 15Q: 3 clusters Score -74127.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74127.921875 Penalty: 2090.705566
	Iteration 16F: 3 clusters Score -74127.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 62408 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30700 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30881 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56957 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2956 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20519 members 
Mstep: Class 41 contains 88468 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60522 members 
Mstep: Class 45 contains 6027 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73571 members 
Mstep: Class 50 contains 59502 members 
Mstep: Class 51 contains 339 members 
Entering Unmasked Estep 
Score: -85948000.000000 Penalty: 111074.656250
Splitting cluster 2 changes total score from -85949040.000000 to -85948000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -89799.851562 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -89799.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88565.960938 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -88565.96 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88791.664062 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -88791.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88859.906250 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -88859.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88902.601562 Penalty: 2154.113525
	Iteration 3Q: 3 clusters Score -88902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88919.937500 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -88919.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88927.453125 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -88927.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88934.140625 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -88934.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88941.726562 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -88941.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88948.671875 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -88948.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88949.757812 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -88949.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88952.671875 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -88952.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88957.984375 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -88957.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88960.132812 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -88960.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88963.804688 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -88963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88971.132812 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -88971.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88980.140625 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -88980.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88982.828125 Penalty: 2154.113525
	Iteration 16Q: 3 clusters Score -88982.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88989.320312 Penalty: 2154.113525
	Iteration 17Q: 3 clusters Score -88989.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88994.359375 Penalty: 2154.113525
	Iteration 18Q: 3 clusters Score -88994.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88996.554688 Penalty: 2154.113525
	Iteration 19Q: 3 clusters Score -88996.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88996.554688 Penalty: 2154.113525
	Iteration 20F: 3 clusters Score -88996.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -1062655.000000 Penalty: 1473.956787
	Iteration 0F: 2 clusters Score -1062655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1056378.375000 Penalty: 2947.913574
	Iteration 0F: 3 clusters Score -1056378 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1058518.625000 Penalty: 2947.913574
	Iteration 1F: 3 clusters Score -1058519 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1058886.875000 Penalty: 2947.913574
	Iteration 2F: 3 clusters Score -1058887 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1059179.750000 Penalty: 2947.913574
	Iteration 3F: 3 clusters Score -1059180 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1059482.625000 Penalty: 2947.913574
	Iteration 4F: 3 clusters Score -1059483 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1059821.250000 Penalty: 2947.913574
	Iteration 5F: 3 clusters Score -1059821 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1060198.125000 Penalty: 2947.913574
	Iteration 6F: 3 clusters Score -1060198 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1060583.000000 Penalty: 2947.913574
	Iteration 7F: 3 clusters Score -1060583 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1060926.500000 Penalty: 2947.913574
	Iteration 8F: 3 clusters Score -1060926 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1061190.250000 Penalty: 2947.913574
	Iteration 9Q: 3 clusters Score -1061190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1061374.125000 Penalty: 2947.913574
	Iteration 10Q: 3 clusters Score -1061374 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1061491.625000 Penalty: 2947.913574
	Iteration 11Q: 3 clusters Score -1061492 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1061600.250000 Penalty: 2947.913574
	Iteration 12Q: 3 clusters Score -1061600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1061665.875000 Penalty: 2947.913574
	Iteration 13Q: 3 clusters Score -1061666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1061715.375000 Penalty: 2947.913574
	Iteration 14Q: 3 clusters Score -1061715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1061759.375000 Penalty: 2947.913574
	Iteration 15Q: 3 clusters Score -1061759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1061790.750000 Penalty: 2947.913574
	Iteration 16Q: 3 clusters Score -1061791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1061822.000000 Penalty: 2947.913574
	Iteration 17Q: 3 clusters Score -1061822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1061844.250000 Penalty: 2947.913574
	Iteration 18Q: 3 clusters Score -1061844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1061863.750000 Penalty: 2947.913574
	Iteration 19Q: 3 clusters Score -1061864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1061875.500000 Penalty: 2947.913574
	Iteration 20F: 3 clusters Score -1061876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1061886.250000 Penalty: 2947.913574
	Iteration 21Q: 3 clusters Score -1061886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1061894.875000 Penalty: 2947.913574
	Iteration 22Q: 3 clusters Score -1061895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1061897.875000 Penalty: 2947.913574
	Iteration 23Q: 3 clusters Score -1061898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1061903.125000 Penalty: 2947.913574
	Iteration 24Q: 3 clusters Score -1061903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1061905.375000 Penalty: 2947.913574
	Iteration 25Q: 3 clusters Score -1061905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1061909.250000 Penalty: 2947.913574
	Iteration 26Q: 3 clusters Score -1061909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1061911.125000 Penalty: 2947.913574
	Iteration 27Q: 3 clusters Score -1061911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1061911.625000 Penalty: 2947.913574
	Iteration 28Q: 3 clusters Score -1061912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1061912.000000 Penalty: 2947.913574
	Iteration 29Q: 3 clusters Score -1061912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1061912.000000 Penalty: 2947.913574
	Iteration 30Q: 3 clusters Score -1061912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1061913.375000 Penalty: 2947.913574
	Iteration 31Q: 3 clusters Score -1061913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1061914.125000 Penalty: 2947.913574
	Iteration 32Q: 3 clusters Score -1061914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1061914.125000 Penalty: 2947.913574
	Iteration 33F: 3 clusters Score -1061914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Entering Unmasked Estep 
Score: -1406724.125000 Penalty: 1511.457520
	Iteration 0F: 2 clusters Score -1406724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1398941.375000 Penalty: 3022.915039
	Iteration 0F: 3 clusters Score -1398941 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1401528.750000 Penalty: 3022.915039
	Iteration 1F: 3 clusters Score -1401529 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1401938.750000 Penalty: 3022.915039
	Iteration 2F: 3 clusters Score -1401939 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1402415.500000 Penalty: 3022.915039
	Iteration 3F: 3 clusters Score -1402416 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1402988.875000 Penalty: 3022.915039
	Iteration 4F: 3 clusters Score -1402989 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1403681.875000 Penalty: 3022.915039
	Iteration 5F: 3 clusters Score -1403682 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1404330.250000 Penalty: 3022.915039
	Iteration 6F: 3 clusters Score -1404330 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1404859.250000 Penalty: 3022.915039
	Iteration 7Q: 3 clusters Score -1404859 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1405182.500000 Penalty: 3022.915039
	Iteration 8Q: 3 clusters Score -1405182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1405394.500000 Penalty: 3022.915039
	Iteration 9Q: 3 clusters Score -1405394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1405496.500000 Penalty: 3022.915039
	Iteration 10Q: 3 clusters Score -1405496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1405556.125000 Penalty: 3022.915039
	Iteration 11Q: 3 clusters Score -1405556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1405590.625000 Penalty: 3022.915039
	Iteration 12Q: 3 clusters Score -1405591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1405604.000000 Penalty: 3022.915039
	Iteration 13Q: 3 clusters Score -1405604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1405613.875000 Penalty: 3022.915039
	Iteration 14Q: 3 clusters Score -1405614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1405625.750000 Penalty: 3022.915039
	Iteration 15Q: 3 clusters Score -1405626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1405628.500000 Penalty: 3022.915039
	Iteration 16Q: 3 clusters Score -1405628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1405634.250000 Penalty: 3022.915039
	Iteration 17Q: 3 clusters Score -1405634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1405639.500000 Penalty: 3022.915039
	Iteration 18Q: 3 clusters Score -1405640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1405644.500000 Penalty: 3022.915039
	Iteration 19Q: 3 clusters Score -1405644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1405647.125000 Penalty: 3022.915039
	Iteration 20F: 3 clusters Score -1405647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1405647.875000 Penalty: 3022.915039
	Iteration 21Q: 3 clusters Score -1405648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1405647.375000 Penalty: 3022.915039
	Iteration 22Q: 3 clusters Score -1405647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1405648.375000 Penalty: 3022.915039
	Iteration 23Q: 3 clusters Score -1405648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1405648.500000 Penalty: 3022.915039
	Iteration 24Q: 3 clusters Score -1405648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1405654.250000 Penalty: 3022.915039
	Iteration 25Q: 3 clusters Score -1405654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1405655.375000 Penalty: 3022.915039
	Iteration 26Q: 3 clusters Score -1405655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1405658.000000 Penalty: 3022.915039
	Iteration 27Q: 3 clusters Score -1405658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1405658.000000 Penalty: 3022.915039
	Iteration 28F: 3 clusters Score -1405658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -73297.992188 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -73297.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72159.390625 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -72159.39 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72359.234375 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -72359.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72425.164062 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -72425.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72463.562500 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -72463.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72488.507812 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -72488.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72516.414062 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -72516.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72544.390625 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -72544.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72570.812500 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -72570.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72597.828125 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -72597.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72636.726562 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -72636.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72671.515625 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -72671.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72703.335938 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -72703.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72734.242188 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -72734.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72769.898438 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -72769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72797.945312 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -72797.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72818.851562 Penalty: 2088.082520
	Iteration 15Q: 3 clusters Score -72818.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72834.539062 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -72834.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72847.984375 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -72847.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72852.765625 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -72852.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72862.281250 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -72862.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72863.531250 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -72863.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72866.226562 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -72866.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72870.835938 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -72870.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72876.570312 Penalty: 2088.082520
	Iteration 23Q: 3 clusters Score -72876.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72878.914062 Penalty: 2088.082520
	Iteration 24Q: 3 clusters Score -72878.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72883.289062 Penalty: 2088.082520
	Iteration 25Q: 3 clusters Score -72883.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72884.468750 Penalty: 2088.082520
	Iteration 26Q: 3 clusters Score -72884.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72884.468750 Penalty: 2088.082520
	Iteration 27F: 3 clusters Score -72884.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20408.535156 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20408.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20492.181641 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20492.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20506.693359 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20506.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20506.693359 Penalty: 1659.432373
	Iteration 3F: 3 clusters Score -20506.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44433.246094 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44433.25 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44667.785156 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44667.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44779.488281 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44779.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44823.101562 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -44823.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44839.070312 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44839.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44839.070312 Penalty: 1936.488037
	Iteration 5F: 3 clusters Score -44839.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63594.285156 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63594.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62484.082031 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62484.08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62784.363281 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -62784.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62980.136719 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -62980.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63161.125000 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -63161.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63237.054688 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -63237.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63285.621094 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -63285.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63309.855469 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -63309.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63331.550781 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -63331.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63348.738281 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -63348.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63357.093750 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -63357.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63367.550781 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -63367.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63371.496094 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -63371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63375.062500 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -63375.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63380.460938 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -63380.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63387.046875 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -63387.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63387.046875 Penalty: 2085.437988
	Iteration 15F: 3 clusters Score -63387.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16643.212891 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16643.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17113.408203 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -17113.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17372.500000 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17576.123047 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -17576.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17723.333984 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17723.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17751.939453 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17751.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17765.515625 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17765.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17772.767578 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17772.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17786.990234 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17786.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17808.988281 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17808.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17815.632812 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17815.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17819.398438 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17819.398438 Penalty: 1934.804077
	Iteration 12F: 3 clusters Score -17819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 108 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 62408 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30700 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30881 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56957 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2956 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20519 members 
Mstep: Class 41 contains 88468 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60522 members 
Mstep: Class 45 contains 6027 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73571 members 
Mstep: Class 50 contains 59502 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
Score: -85948248.000000 Penalty: 111074.656250
Splitting cluster 10 changes total score from -85949040.000000 to -85948248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -1303020.250000 Penalty: 1499.115723
	Iteration 0F: 2 clusters Score -1303020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1295736.250000 Penalty: 2998.231445
	Iteration 0F: 3 clusters Score -1295736 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1298188.625000 Penalty: 2998.231445
	Iteration 1F: 3 clusters Score -1298189 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1298526.125000 Penalty: 2998.231445
	Iteration 2F: 3 clusters Score -1298526 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1298849.625000 Penalty: 2998.231445
	Iteration 3F: 3 clusters Score -1298850 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1299154.125000 Penalty: 2998.231445
	Iteration 4F: 3 clusters Score -1299154 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1299532.750000 Penalty: 2998.231445
	Iteration 5Q: 3 clusters Score -1299533 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1299919.750000 Penalty: 2998.231445
	Iteration 6F: 3 clusters Score -1299920 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1300329.500000 Penalty: 2998.231445
	Iteration 7Q: 3 clusters Score -1300330 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1300740.000000 Penalty: 2998.231445
	Iteration 8Q: 3 clusters Score -1300740 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1301023.625000 Penalty: 2998.231445
	Iteration 9Q: 3 clusters Score -1301024 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1301188.250000 Penalty: 2998.231445
	Iteration 10Q: 3 clusters Score -1301188 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1301285.125000 Penalty: 2998.231445
	Iteration 11Q: 3 clusters Score -1301285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1301344.750000 Penalty: 2998.231445
	Iteration 12Q: 3 clusters Score -1301345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1301389.875000 Penalty: 2998.231445
	Iteration 13Q: 3 clusters Score -1301390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1301428.375000 Penalty: 2998.231445
	Iteration 14Q: 3 clusters Score -1301428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1301457.000000 Penalty: 2998.231445
	Iteration 15Q: 3 clusters Score -1301457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1301482.500000 Penalty: 2998.231445
	Iteration 16Q: 3 clusters Score -1301482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1301501.500000 Penalty: 2998.231445
	Iteration 17Q: 3 clusters Score -1301502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1301519.000000 Penalty: 2998.231445
	Iteration 18Q: 3 clusters Score -1301519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1301533.500000 Penalty: 2998.231445
	Iteration 19Q: 3 clusters Score -1301534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1301542.000000 Penalty: 2998.231445
	Iteration 20F: 3 clusters Score -1301542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1301548.250000 Penalty: 2998.231445
	Iteration 21Q: 3 clusters Score -1301548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1301557.500000 Penalty: 2998.231445
	Iteration 22Q: 3 clusters Score -1301558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1301567.125000 Penalty: 2998.231445
	Iteration 23Q: 3 clusters Score -1301567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1301574.875000 Penalty: 2998.231445
	Iteration 24Q: 3 clusters Score -1301575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1301592.875000 Penalty: 2998.231445
	Iteration 25Q: 3 clusters Score -1301593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1301602.500000 Penalty: 2998.231445
	Iteration 26Q: 3 clusters Score -1301602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1301619.000000 Penalty: 2998.231445
	Iteration 27Q: 3 clusters Score -1301619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1301632.000000 Penalty: 2998.231445
	Iteration 28Q: 3 clusters Score -1301632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1301644.500000 Penalty: 2998.231445
	Iteration 29Q: 3 clusters Score -1301644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1301660.125000 Penalty: 2998.231445
	Iteration 30Q: 3 clusters Score -1301660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1301667.625000 Penalty: 2998.231445
	Iteration 31Q: 3 clusters Score -1301668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1301675.500000 Penalty: 2998.231445
	Iteration 32Q: 3 clusters Score -1301676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1301684.625000 Penalty: 2998.231445
	Iteration 33Q: 3 clusters Score -1301685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1301689.125000 Penalty: 2998.231445
	Iteration 34Q: 3 clusters Score -1301689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1301696.625000 Penalty: 2998.231445
	Iteration 35Q: 3 clusters Score -1301697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1301701.875000 Penalty: 2998.231445
	Iteration 36Q: 3 clusters Score -1301702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1301709.125000 Penalty: 2998.231445
	Iteration 37Q: 3 clusters Score -1301709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1301717.000000 Penalty: 2998.231445
	Iteration 38Q: 3 clusters Score -1301717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1301720.750000 Penalty: 2998.231445
	Iteration 39Q: 3 clusters Score -1301721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1301725.875000 Penalty: 2998.231445
	Iteration 40F: 3 clusters Score -1301726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1301737.500000 Penalty: 2998.231445
	Iteration 41Q: 3 clusters Score -1301738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1301750.500000 Penalty: 2998.231445
	Iteration 42Q: 3 clusters Score -1301750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1301764.125000 Penalty: 2998.231445
	Iteration 43Q: 3 clusters Score -1301764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1301769.625000 Penalty: 2998.231445
	Iteration 44Q: 3 clusters Score -1301770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1301778.250000 Penalty: 2998.231445
	Iteration 45Q: 3 clusters Score -1301778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1301787.000000 Penalty: 2998.231445
	Iteration 46Q: 3 clusters Score -1301787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1301792.500000 Penalty: 2998.231445
	Iteration 47Q: 3 clusters Score -1301792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1301799.125000 Penalty: 2998.231445
	Iteration 48Q: 3 clusters Score -1301799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1301808.250000 Penalty: 2998.231445
	Iteration 49Q: 3 clusters Score -1301808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1301821.000000 Penalty: 2998.231445
	Iteration 50Q: 3 clusters Score -1301821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1301830.750000 Penalty: 2998.231445
	Iteration 51Q: 3 clusters Score -1301831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1301836.375000 Penalty: 2998.231445
	Iteration 52Q: 3 clusters Score -1301836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1301845.250000 Penalty: 2998.231445
	Iteration 53Q: 3 clusters Score -1301845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1301849.500000 Penalty: 2998.231445
	Iteration 54Q: 3 clusters Score -1301850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1301855.750000 Penalty: 2998.231445
	Iteration 55Q: 3 clusters Score -1301856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1301863.750000 Penalty: 2998.231445
	Iteration 56Q: 3 clusters Score -1301864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1301876.625000 Penalty: 2998.231445
	Iteration 57Q: 3 clusters Score -1301877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1301885.000000 Penalty: 2998.231445
	Iteration 58Q: 3 clusters Score -1301885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1301889.750000 Penalty: 2998.231445
	Iteration 59Q: 3 clusters Score -1301890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1301891.750000 Penalty: 2998.231445
	Iteration 60F: 3 clusters Score -1301892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1301900.875000 Penalty: 2998.231445
	Iteration 61Q: 3 clusters Score -1301901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1301906.750000 Penalty: 2998.231445
	Iteration 62Q: 3 clusters Score -1301907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1301911.375000 Penalty: 2998.231445
	Iteration 63Q: 3 clusters Score -1301911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1301915.500000 Penalty: 2998.231445
	Iteration 64Q: 3 clusters Score -1301916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1301917.750000 Penalty: 2998.231445
	Iteration 65Q: 3 clusters Score -1301918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1301925.750000 Penalty: 2998.231445
	Iteration 66Q: 3 clusters Score -1301926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1301930.625000 Penalty: 2998.231445
	Iteration 67Q: 3 clusters Score -1301931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1301930.125000 Penalty: 2998.231445
	Iteration 68Q: 3 clusters Score -1301930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1301931.125000 Penalty: 2998.231445
	Iteration 69Q: 3 clusters Score -1301931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1301933.375000 Penalty: 2998.231445
	Iteration 70Q: 3 clusters Score -1301933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1301934.000000 Penalty: 2998.231445
	Iteration 71Q: 3 clusters Score -1301934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1301937.625000 Penalty: 2998.231445
	Iteration 72Q: 3 clusters Score -1301938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1301941.500000 Penalty: 2998.231445
	Iteration 73Q: 3 clusters Score -1301942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1301943.500000 Penalty: 2998.231445
	Iteration 74Q: 3 clusters Score -1301944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1301943.375000 Penalty: 2998.231445
	Iteration 75Q: 3 clusters Score -1301943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1301946.000000 Penalty: 2998.231445
	Iteration 76Q: 3 clusters Score -1301946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1301946.750000 Penalty: 2998.231445
	Iteration 77Q: 3 clusters Score -1301947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1301948.250000 Penalty: 2998.231445
	Iteration 78Q: 3 clusters Score -1301948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1301948.250000 Penalty: 2998.231445
	Iteration 79F: 3 clusters Score -1301948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -462506.093750 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -462506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -459486.343750 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -459486.3 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -460173.187500 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -460173.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -460325.312500 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -460325.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -460411.468750 Penalty: 2648.244873
	Iteration 3Q: 3 clusters Score -460411.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -460465.937500 Penalty: 2648.244873
	Iteration 4Q: 3 clusters Score -460465.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -460493.843750 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -460493.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -460520.593750 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -460520.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -460552.187500 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -460552.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -460586.062500 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -460586.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -460615.625000 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -460615.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -460638.031250 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -460638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -460657.937500 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -460657.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -460675.718750 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -460675.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -460685.656250 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -460685.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -460698.218750 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -460698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -460708.406250 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -460708.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -460722.812500 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -460722.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -460734.656250 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -460734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -460745.125000 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -460745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -460756.593750 Penalty: 2648.244873
	Iteration 19Q: 3 clusters Score -460756.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -460769.531250 Penalty: 2648.244873
	Iteration 20F: 3 clusters Score -460769.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -460781.000000 Penalty: 2648.244873
	Iteration 21Q: 3 clusters Score -460781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -460796.093750 Penalty: 2648.244873
	Iteration 22Q: 3 clusters Score -460796.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -460807.468750 Penalty: 2648.244873
	Iteration 23Q: 3 clusters Score -460807.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -460814.218750 Penalty: 2648.244873
	Iteration 24Q: 3 clusters Score -460814.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -460825.312500 Penalty: 2648.244873
	Iteration 25Q: 3 clusters Score -460825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -460834.531250 Penalty: 2648.244873
	Iteration 26Q: 3 clusters Score -460834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -460842.781250 Penalty: 2648.244873
	Iteration 27Q: 3 clusters Score -460842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -460850.750000 Penalty: 2648.244873
	Iteration 28Q: 3 clusters Score -460850.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -460854.812500 Penalty: 2648.244873
	Iteration 29Q: 3 clusters Score -460854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -460859.937500 Penalty: 2648.244873
	Iteration 30Q: 3 clusters Score -460859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -460864.750000 Penalty: 2648.244873
	Iteration 31Q: 3 clusters Score -460864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -460866.875000 Penalty: 2648.244873
	Iteration 32Q: 3 clusters Score -460866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -460870.718750 Penalty: 2648.244873
	Iteration 33Q: 3 clusters Score -460870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -460872.468750 Penalty: 2648.244873
	Iteration 34Q: 3 clusters Score -460872.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -460878.406250 Penalty: 2648.244873
	Iteration 35Q: 3 clusters Score -460878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -460883.562500 Penalty: 2648.244873
	Iteration 36Q: 3 clusters Score -460883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -460889.437500 Penalty: 2648.244873
	Iteration 37Q: 3 clusters Score -460889.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -460900.062500 Penalty: 2648.244873
	Iteration 38Q: 3 clusters Score -460900.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -460915.843750 Penalty: 2648.244873
	Iteration 39Q: 3 clusters Score -460915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -460929.656250 Penalty: 2648.244873
	Iteration 40F: 3 clusters Score -460929.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -460947.531250 Penalty: 2648.244873
	Iteration 41Q: 3 clusters Score -460947.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -460965.031250 Penalty: 2648.244873
	Iteration 42Q: 3 clusters Score -460965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -460982.031250 Penalty: 2648.244873
	Iteration 43Q: 3 clusters Score -460982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -460992.843750 Penalty: 2648.244873
	Iteration 44Q: 3 clusters Score -460992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -461001.906250 Penalty: 2648.244873
	Iteration 45Q: 3 clusters Score -461001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -461011.312500 Penalty: 2648.244873
	Iteration 46Q: 3 clusters Score -461011.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -461023.687500 Penalty: 2648.244873
	Iteration 47Q: 3 clusters Score -461023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -461031.093750 Penalty: 2648.244873
	Iteration 48Q: 3 clusters Score -461031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -461035.781250 Penalty: 2648.244873
	Iteration 49Q: 3 clusters Score -461035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -461040.531250 Penalty: 2648.244873
	Iteration 50Q: 3 clusters Score -461040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -461046.687500 Penalty: 2648.244873
	Iteration 51Q: 3 clusters Score -461046.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -461058.000000 Penalty: 2648.244873
	Iteration 52Q: 3 clusters Score -461058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -461065.250000 Penalty: 2648.244873
	Iteration 53Q: 3 clusters Score -461065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -461071.937500 Penalty: 2648.244873
	Iteration 54Q: 3 clusters Score -461071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -461074.843750 Penalty: 2648.244873
	Iteration 55Q: 3 clusters Score -461074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -461076.218750 Penalty: 2648.244873
	Iteration 56Q: 3 clusters Score -461076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -461076.906250 Penalty: 2648.244873
	Iteration 57Q: 3 clusters Score -461076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -461079.437500 Penalty: 2648.244873
	Iteration 58Q: 3 clusters Score -461079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -461080.531250 Penalty: 2648.244873
	Iteration 59Q: 3 clusters Score -461080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -461085.656250 Penalty: 2648.244873
	Iteration 60F: 3 clusters Score -461085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -461090.406250 Penalty: 2648.244873
	Iteration 61Q: 3 clusters Score -461090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -461096.312500 Penalty: 2648.244873
	Iteration 62Q: 3 clusters Score -461096.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -461105.531250 Penalty: 2648.244873
	Iteration 63Q: 3 clusters Score -461105.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -461113.875000 Penalty: 2648.244873
	Iteration 64Q: 3 clusters Score -461113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -461119.437500 Penalty: 2648.244873
	Iteration 65Q: 3 clusters Score -461119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -461122.625000 Penalty: 2648.244873
	Iteration 66Q: 3 clusters Score -461122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -461127.437500 Penalty: 2648.244873
	Iteration 67Q: 3 clusters Score -461127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -461132.531250 Penalty: 2648.244873
	Iteration 68Q: 3 clusters Score -461132.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -461139.093750 Penalty: 2648.244873
	Iteration 69Q: 3 clusters Score -461139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -461143.437500 Penalty: 2648.244873
	Iteration 70Q: 3 clusters Score -461143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -461149.625000 Penalty: 2648.244873
	Iteration 71Q: 3 clusters Score -461149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -461159.593750 Penalty: 2648.244873
	Iteration 72Q: 3 clusters Score -461159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -461173.062500 Penalty: 2648.244873
	Iteration 73Q: 3 clusters Score -461173.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -461184.500000 Penalty: 2648.244873
	Iteration 74Q: 3 clusters Score -461184.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -461194.437500 Penalty: 2648.244873
	Iteration 75Q: 3 clusters Score -461194.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -461205.531250 Penalty: 2648.244873
	Iteration 76Q: 3 clusters Score -461205.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -461215.531250 Penalty: 2648.244873
	Iteration 77Q: 3 clusters Score -461215.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -461232.156250 Penalty: 2648.244873
	Iteration 78Q: 3 clusters Score -461232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -461242.093750 Penalty: 2648.244873
	Iteration 79Q: 3 clusters Score -461242.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -461261.031250 Penalty: 2648.244873
	Iteration 80F: 3 clusters Score -461261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -461273.937500 Penalty: 2648.244873
	Iteration 81Q: 3 clusters Score -461273.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -461290.937500 Penalty: 2648.244873
	Iteration 82Q: 3 clusters Score -461290.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -461302.687500 Penalty: 2648.244873
	Iteration 83Q: 3 clusters Score -461302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -461314.468750 Penalty: 2648.244873
	Iteration 84Q: 3 clusters Score -461314.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -461321.531250 Penalty: 2648.244873
	Iteration 85Q: 3 clusters Score -461321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -461327.156250 Penalty: 2648.244873
	Iteration 86Q: 3 clusters Score -461327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -461330.843750 Penalty: 2648.244873
	Iteration 87Q: 3 clusters Score -461330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -461332.562500 Penalty: 2648.244873
	Iteration 88Q: 3 clusters Score -461332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -461336.968750 Penalty: 2648.244873
	Iteration 89Q: 3 clusters Score -461337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -461339.593750 Penalty: 2648.244873
	Iteration 90Q: 3 clusters Score -461339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -461342.625000 Penalty: 2648.244873
	Iteration 91Q: 3 clusters Score -461342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -461342.750000 Penalty: 2648.244873
	Iteration 92Q: 3 clusters Score -461342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -461343.562500 Penalty: 2648.244873
	Iteration 93Q: 3 clusters Score -461343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -461343.562500 Penalty: 2648.244873
	Iteration 94F: 3 clusters Score -461343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Entering Unmasked Estep 
Score: -1946292.375000 Penalty: 1562.329956
	Iteration 0F: 2 clusters Score -1946292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1935956.625000 Penalty: 3124.659912
	Iteration 0F: 3 clusters Score -1935957 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1939409.500000 Penalty: 3124.659912
	Iteration 1F: 3 clusters Score -1939410 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1939687.250000 Penalty: 3124.659912
	Iteration 2F: 3 clusters Score -1939687 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1939904.625000 Penalty: 3124.659912
	Iteration 3Q: 3 clusters Score -1939905 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1940084.875000 Penalty: 3124.659912
	Iteration 4Q: 3 clusters Score -1940085 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1940274.500000 Penalty: 3124.659912
	Iteration 5Q: 3 clusters Score -1940274 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1940469.000000 Penalty: 3124.659912
	Iteration 6Q: 3 clusters Score -1940469 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1940647.000000 Penalty: 3124.659912
	Iteration 7Q: 3 clusters Score -1940647 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1940837.125000 Penalty: 3124.659912
	Iteration 8Q: 3 clusters Score -1940837 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1941053.625000 Penalty: 3124.659912
	Iteration 9Q: 3 clusters Score -1941054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1941315.875000 Penalty: 3124.659912
	Iteration 10Q: 3 clusters Score -1941316 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1941677.000000 Penalty: 3124.659912
	Iteration 11Q: 3 clusters Score -1941677 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1942184.000000 Penalty: 3124.659912
	Iteration 12Q: 3 clusters Score -1942184 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1942681.000000 Penalty: 3124.659912
	Iteration 13Q: 3 clusters Score -1942681 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1943099.375000 Penalty: 3124.659912
	Iteration 14Q: 3 clusters Score -1943099 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1943439.625000 Penalty: 3124.659912
	Iteration 15Q: 3 clusters Score -1943440 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1943732.750000 Penalty: 3124.659912
	Iteration 16Q: 3 clusters Score -1943733 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1943967.125000 Penalty: 3124.659912
	Iteration 17Q: 3 clusters Score -1943967 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1944161.625000 Penalty: 3124.659912
	Iteration 18Q: 3 clusters Score -1944162 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1944330.875000 Penalty: 3124.659912
	Iteration 19Q: 3 clusters Score -1944331 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1944455.125000 Penalty: 3124.659912
	Iteration 20F: 3 clusters Score -1944455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1944536.875000 Penalty: 3124.659912
	Iteration 21Q: 3 clusters Score -1944537 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1944608.375000 Penalty: 3124.659912
	Iteration 22Q: 3 clusters Score -1944608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1944670.500000 Penalty: 3124.659912
	Iteration 23Q: 3 clusters Score -1944670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1944729.375000 Penalty: 3124.659912
	Iteration 24Q: 3 clusters Score -1944729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1944775.625000 Penalty: 3124.659912
	Iteration 25Q: 3 clusters Score -1944776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1944822.000000 Penalty: 3124.659912
	Iteration 26Q: 3 clusters Score -1944822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1944858.500000 Penalty: 3124.659912
	Iteration 27Q: 3 clusters Score -1944858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1944881.500000 Penalty: 3124.659912
	Iteration 28Q: 3 clusters Score -1944882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1944891.875000 Penalty: 3124.659912
	Iteration 29Q: 3 clusters Score -1944892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1944903.125000 Penalty: 3124.659912
	Iteration 30Q: 3 clusters Score -1944903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1944912.125000 Penalty: 3124.659912
	Iteration 31Q: 3 clusters Score -1944912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1944921.625000 Penalty: 3124.659912
	Iteration 32Q: 3 clusters Score -1944922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1944922.625000 Penalty: 3124.659912
	Iteration 33Q: 3 clusters Score -1944923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1944924.125000 Penalty: 3124.659912
	Iteration 34Q: 3 clusters Score -1944924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1944926.250000 Penalty: 3124.659912
	Iteration 35Q: 3 clusters Score -1944926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1944929.625000 Penalty: 3124.659912
	Iteration 36Q: 3 clusters Score -1944930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1944932.125000 Penalty: 3124.659912
	Iteration 37Q: 3 clusters Score -1944932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1944936.000000 Penalty: 3124.659912
	Iteration 38Q: 3 clusters Score -1944936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1944937.750000 Penalty: 3124.659912
	Iteration 39Q: 3 clusters Score -1944938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1944934.625000 Penalty: 3124.659912
	Iteration 40F: 3 clusters Score -1944935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1944935.500000 Penalty: 3124.659912
	Iteration 41Q: 3 clusters Score -1944936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1944935.875000 Penalty: 3124.659912
	Iteration 42Q: 3 clusters Score -1944936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1944937.750000 Penalty: 3124.659912
	Iteration 43Q: 3 clusters Score -1944938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1944938.500000 Penalty: 3124.659912
	Iteration 44Q: 3 clusters Score -1944938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1944937.000000 Penalty: 3124.659912
	Iteration 45Q: 3 clusters Score -1944937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1944936.000000 Penalty: 3124.659912
	Iteration 46Q: 3 clusters Score -1944936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1944935.000000 Penalty: 3124.659912
	Iteration 47Q: 3 clusters Score -1944935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1944936.250000 Penalty: 3124.659912
	Iteration 48Q: 3 clusters Score -1944936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1944936.375000 Penalty: 3124.659912
	Iteration 49Q: 3 clusters Score -1944936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1944937.750000 Penalty: 3124.659912
	Iteration 50Q: 3 clusters Score -1944938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1944940.125000 Penalty: 3124.659912
	Iteration 51Q: 3 clusters Score -1944940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1944942.500000 Penalty: 3124.659912
	Iteration 52Q: 3 clusters Score -1944942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1944941.875000 Penalty: 3124.659912
	Iteration 53Q: 3 clusters Score -1944942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1944942.375000 Penalty: 3124.659912
	Iteration 54Q: 3 clusters Score -1944942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1944943.500000 Penalty: 3124.659912
	Iteration 55Q: 3 clusters Score -1944944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1944946.250000 Penalty: 3124.659912
	Iteration 56Q: 3 clusters Score -1944946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1944945.125000 Penalty: 3124.659912
	Iteration 57Q: 3 clusters Score -1944945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1944944.250000 Penalty: 3124.659912
	Iteration 58Q: 3 clusters Score -1944944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1944947.625000 Penalty: 3124.659912
	Iteration 59Q: 3 clusters Score -1944948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1944947.625000 Penalty: 3124.659912
	Iteration 60F: 3 clusters Score -1944948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Entering Unmasked Estep 
Score: -8306737.000000 Penalty: 1794.235352
	Iteration 0F: 2 clusters Score -8306737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -8266434.000000 Penalty: 3588.470703
	Iteration 0F: 3 clusters Score -8266434 nChanged 29485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -8283096.500000 Penalty: 3588.470703
	Iteration 1F: 3 clusters Score -8283096 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -8283575.000000 Penalty: 3588.470703
	Iteration 2Q: 3 clusters Score -8283575 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -8284265.000000 Penalty: 3588.470703
	Iteration 3Q: 3 clusters Score -8284265 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8285244.500000 Penalty: 3588.470703
	Iteration 4Q: 3 clusters Score -8285244 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8286669.500000 Penalty: 3588.470703
	Iteration 5Q: 3 clusters Score -8286670 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -8288928.000000 Penalty: 3588.470703
	Iteration 6F: 3 clusters Score -8288928 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -8292012.000000 Penalty: 3588.470703
	Iteration 7F: 3 clusters Score -8292012 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8295700.500000 Penalty: 3588.470703
	Iteration 8F: 3 clusters Score -8295700 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -8299261.000000 Penalty: 3588.470703
	Iteration 9F: 3 clusters Score -8299261 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8301876.500000 Penalty: 3588.470703
	Iteration 10Q: 3 clusters Score -8301876 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8303550.500000 Penalty: 3588.470703
	Iteration 11Q: 3 clusters Score -8303550 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8304335.500000 Penalty: 3588.470703
	Iteration 12Q: 3 clusters Score -8304336 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8304688.000000 Penalty: 3588.470703
	Iteration 13Q: 3 clusters Score -8304688 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8304861.500000 Penalty: 3588.470703
	Iteration 14Q: 3 clusters Score -8304862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8304976.000000 Penalty: 3588.470703
	Iteration 15Q: 3 clusters Score -8304976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8305047.500000 Penalty: 3588.470703
	Iteration 16Q: 3 clusters Score -8305048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8305078.500000 Penalty: 3588.470703
	Iteration 17Q: 3 clusters Score -8305078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8305098.000000 Penalty: 3588.470703
	Iteration 18Q: 3 clusters Score -8305098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8305121.500000 Penalty: 3588.470703
	Iteration 19Q: 3 clusters Score -8305122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8305121.000000 Penalty: 3588.470703
	Iteration 20F: 3 clusters Score -8305121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8305135.000000 Penalty: 3588.470703
	Iteration 21Q: 3 clusters Score -8305135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8305135.000000 Penalty: 3588.470703
	Iteration 22Q: 3 clusters Score -8305135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8305148.500000 Penalty: 3588.470703
	Iteration 23Q: 3 clusters Score -8305148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8305156.000000 Penalty: 3588.470703
	Iteration 24Q: 3 clusters Score -8305156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8305169.000000 Penalty: 3588.470703
	Iteration 25Q: 3 clusters Score -8305169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8305172.000000 Penalty: 3588.470703
	Iteration 26Q: 3 clusters Score -8305172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8305175.500000 Penalty: 3588.470703
	Iteration 27Q: 3 clusters Score -8305176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8305175.500000 Penalty: 3588.470703
	Iteration 28F: 3 clusters Score -8305176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -48943.878906 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -48943.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47965.179688 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -47965.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48223.464844 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -48223.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48385.367188 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -48385.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48502.570312 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -48502.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48595.621094 Penalty: 1981.143066
	Iteration 4F: 3 clusters Score -48595.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48675.402344 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -48675.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48754.855469 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -48754.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48784.128906 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -48784.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48801.148438 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -48801.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48805.414062 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -48805.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48807.179688 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -48807.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48807.816406 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -48807.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48807.816406 Penalty: 1981.143066
	Iteration 12F: 3 clusters Score -48807.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28705.947266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -28705.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27928.394531 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -27928.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28122.271484 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -28122.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28214.703125 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -28214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28313.347656 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -28313.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28356.037109 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -28356.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28389.798828 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -28389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28389.798828 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -28389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12789.166992 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12789.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12894.996094 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12984.670898 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -12984.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13017.011719 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13017.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13022.238281 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13022.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13031.945312 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -13031.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13034.697266 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -13034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13034.697266 Penalty: 1703.567749
	Iteration 7F: 3 clusters Score -13034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1162668.750000 Penalty: 1477.780151
	Iteration 0F: 2 clusters Score -1162669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1156129.375000 Penalty: 2955.560303
	Iteration 0F: 3 clusters Score -1156129 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1158179.000000 Penalty: 2955.560303
	Iteration 1F: 3 clusters Score -1158179 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1158414.375000 Penalty: 2955.560303
	Iteration 2F: 3 clusters Score -1158414 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1158568.125000 Penalty: 2955.560303
	Iteration 3Q: 3 clusters Score -1158568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1158711.000000 Penalty: 2955.560303
	Iteration 4Q: 3 clusters Score -1158711 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1158845.250000 Penalty: 2955.560303
	Iteration 5Q: 3 clusters Score -1158845 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1158965.875000 Penalty: 2955.560303
	Iteration 6Q: 3 clusters Score -1158966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1159090.125000 Penalty: 2955.560303
	Iteration 7Q: 3 clusters Score -1159090 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1159200.375000 Penalty: 2955.560303
	Iteration 8Q: 3 clusters Score -1159200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1159309.250000 Penalty: 2955.560303
	Iteration 9Q: 3 clusters Score -1159309 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1159461.875000 Penalty: 2955.560303
	Iteration 10Q: 3 clusters Score -1159462 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1159631.375000 Penalty: 2955.560303
	Iteration 11Q: 3 clusters Score -1159631 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1159797.500000 Penalty: 2955.560303
	Iteration 12Q: 3 clusters Score -1159798 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1159988.500000 Penalty: 2955.560303
	Iteration 13Q: 3 clusters Score -1159988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1160171.250000 Penalty: 2955.560303
	Iteration 14Q: 3 clusters Score -1160171 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1160322.125000 Penalty: 2955.560303
	Iteration 15Q: 3 clusters Score -1160322 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1160434.625000 Penalty: 2955.560303
	Iteration 16Q: 3 clusters Score -1160435 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1160532.250000 Penalty: 2955.560303
	Iteration 17Q: 3 clusters Score -1160532 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1160636.750000 Penalty: 2955.560303
	Iteration 18Q: 3 clusters Score -1160637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1160714.125000 Penalty: 2955.560303
	Iteration 19Q: 3 clusters Score -1160714 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1160779.000000 Penalty: 2955.560303
	Iteration 20F: 3 clusters Score -1160779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1160827.625000 Penalty: 2955.560303
	Iteration 21Q: 3 clusters Score -1160828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1160875.125000 Penalty: 2955.560303
	Iteration 22Q: 3 clusters Score -1160875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1160928.375000 Penalty: 2955.560303
	Iteration 23Q: 3 clusters Score -1160928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1160962.125000 Penalty: 2955.560303
	Iteration 24Q: 3 clusters Score -1160962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1160988.625000 Penalty: 2955.560303
	Iteration 25Q: 3 clusters Score -1160989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1161019.625000 Penalty: 2955.560303
	Iteration 26Q: 3 clusters Score -1161020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1161046.500000 Penalty: 2955.560303
	Iteration 27Q: 3 clusters Score -1161046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1161066.375000 Penalty: 2955.560303
	Iteration 28Q: 3 clusters Score -1161066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1161088.375000 Penalty: 2955.560303
	Iteration 29Q: 3 clusters Score -1161088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1161111.750000 Penalty: 2955.560303
	Iteration 30Q: 3 clusters Score -1161112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1161137.500000 Penalty: 2955.560303
	Iteration 31Q: 3 clusters Score -1161138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1161161.000000 Penalty: 2955.560303
	Iteration 32Q: 3 clusters Score -1161161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1161177.125000 Penalty: 2955.560303
	Iteration 33Q: 3 clusters Score -1161177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1161194.625000 Penalty: 2955.560303
	Iteration 34Q: 3 clusters Score -1161195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1161214.000000 Penalty: 2955.560303
	Iteration 35Q: 3 clusters Score -1161214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1161236.750000 Penalty: 2955.560303
	Iteration 36Q: 3 clusters Score -1161237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1161252.000000 Penalty: 2955.560303
	Iteration 37Q: 3 clusters Score -1161252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1161264.750000 Penalty: 2955.560303
	Iteration 38Q: 3 clusters Score -1161265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1161271.125000 Penalty: 2955.560303
	Iteration 39Q: 3 clusters Score -1161271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1161284.750000 Penalty: 2955.560303
	Iteration 40F: 3 clusters Score -1161285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1161302.000000 Penalty: 2955.560303
	Iteration 41Q: 3 clusters Score -1161302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1161316.375000 Penalty: 2955.560303
	Iteration 42Q: 3 clusters Score -1161316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1161330.250000 Penalty: 2955.560303
	Iteration 43Q: 3 clusters Score -1161330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1161339.625000 Penalty: 2955.560303
	Iteration 44Q: 3 clusters Score -1161340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1161344.000000 Penalty: 2955.560303
	Iteration 45Q: 3 clusters Score -1161344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1161351.000000 Penalty: 2955.560303
	Iteration 46Q: 3 clusters Score -1161351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1161353.500000 Penalty: 2955.560303
	Iteration 47Q: 3 clusters Score -1161354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1161357.375000 Penalty: 2955.560303
	Iteration 48Q: 3 clusters Score -1161357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1161360.750000 Penalty: 2955.560303
	Iteration 49Q: 3 clusters Score -1161361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1161364.250000 Penalty: 2955.560303
	Iteration 50Q: 3 clusters Score -1161364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1161367.125000 Penalty: 2955.560303
	Iteration 51Q: 3 clusters Score -1161367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1161369.875000 Penalty: 2955.560303
	Iteration 52Q: 3 clusters Score -1161370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1161373.625000 Penalty: 2955.560303
	Iteration 53Q: 3 clusters Score -1161374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1161372.500000 Penalty: 2955.560303
	Iteration 54Q: 3 clusters Score -1161372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1161376.750000 Penalty: 2955.560303
	Iteration 55Q: 3 clusters Score -1161377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1161379.375000 Penalty: 2955.560303
	Iteration 56Q: 3 clusters Score -1161379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1161379.375000 Penalty: 2955.560303
	Iteration 57Q: 3 clusters Score -1161379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1161381.375000 Penalty: 2955.560303
	Iteration 58Q: 3 clusters Score -1161381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1161382.500000 Penalty: 2955.560303
	Iteration 59Q: 3 clusters Score -1161382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1161382.375000 Penalty: 2955.560303
	Iteration 60F: 3 clusters Score -1161382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -294889.843750 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -294889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292695.218750 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -292695.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -293122.593750 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -293122.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -293219.093750 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -293219.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -293287.656250 Penalty: 2501.416748
	Iteration 3Q: 3 clusters Score -293287.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -293344.125000 Penalty: 2501.416748
	Iteration 4Q: 3 clusters Score -293344.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293384.031250 Penalty: 2501.416748
	Iteration 5Q: 3 clusters Score -293384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -293407.531250 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -293407.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -293429.625000 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -293429.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -293456.000000 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -293456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293480.312500 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -293480.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -293491.125000 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -293491.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293505.281250 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -293505.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -293513.937500 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -293513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -293521.906250 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -293521.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -293533.843750 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -293533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -293544.125000 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -293544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -293556.156250 Penalty: 2501.416748
	Iteration 16Q: 3 clusters Score -293556.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -293568.593750 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -293568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -293579.687500 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -293579.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -293590.406250 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -293590.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -293600.781250 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -293600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -293607.656250 Penalty: 2501.416748
	Iteration 21Q: 3 clusters Score -293607.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -293614.687500 Penalty: 2501.416748
	Iteration 22Q: 3 clusters Score -293614.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -293623.000000 Penalty: 2501.416748
	Iteration 23Q: 3 clusters Score -293623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -293631.187500 Penalty: 2501.416748
	Iteration 24Q: 3 clusters Score -293631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -293643.187500 Penalty: 2501.416748
	Iteration 25Q: 3 clusters Score -293643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -293653.781250 Penalty: 2501.416748
	Iteration 26Q: 3 clusters Score -293653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -293662.750000 Penalty: 2501.416748
	Iteration 27Q: 3 clusters Score -293662.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -293671.156250 Penalty: 2501.416748
	Iteration 28Q: 3 clusters Score -293671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -293679.812500 Penalty: 2501.416748
	Iteration 29Q: 3 clusters Score -293679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -293685.781250 Penalty: 2501.416748
	Iteration 30Q: 3 clusters Score -293685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -293694.281250 Penalty: 2501.416748
	Iteration 31Q: 3 clusters Score -293694.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -293704.218750 Penalty: 2501.416748
	Iteration 32Q: 3 clusters Score -293704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -293711.750000 Penalty: 2501.416748
	Iteration 33Q: 3 clusters Score -293711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -293715.156250 Penalty: 2501.416748
	Iteration 34Q: 3 clusters Score -293715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -293718.625000 Penalty: 2501.416748
	Iteration 35Q: 3 clusters Score -293718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -293724.968750 Penalty: 2501.416748
	Iteration 36Q: 3 clusters Score -293725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -293727.062500 Penalty: 2501.416748
	Iteration 37Q: 3 clusters Score -293727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -293728.937500 Penalty: 2501.416748
	Iteration 38Q: 3 clusters Score -293728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -293732.187500 Penalty: 2501.416748
	Iteration 39Q: 3 clusters Score -293732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -293737.406250 Penalty: 2501.416748
	Iteration 40F: 3 clusters Score -293737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -293740.281250 Penalty: 2501.416748
	Iteration 41Q: 3 clusters Score -293740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293741.000000 Penalty: 2501.416748
	Iteration 42Q: 3 clusters Score -293741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293741.000000 Penalty: 2501.416748
	Iteration 43F: 3 clusters Score -293741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -651993.375000 Penalty: 1384.465820
	Iteration 0F: 2 clusters Score -651993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -648001.125000 Penalty: 2768.931641
	Iteration 0F: 3 clusters Score -648001.1 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -649097.812500 Penalty: 2768.931641
	Iteration 1F: 3 clusters Score -649097.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -649255.812500 Penalty: 2768.931641
	Iteration 2F: 3 clusters Score -649255.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -649352.875000 Penalty: 2768.931641
	Iteration 3Q: 3 clusters Score -649352.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -649421.375000 Penalty: 2768.931641
	Iteration 4Q: 3 clusters Score -649421.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -649469.250000 Penalty: 2768.931641
	Iteration 5Q: 3 clusters Score -649469.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -649505.125000 Penalty: 2768.931641
	Iteration 6Q: 3 clusters Score -649505.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -649534.062500 Penalty: 2768.931641
	Iteration 7Q: 3 clusters Score -649534.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -649560.875000 Penalty: 2768.931641
	Iteration 8Q: 3 clusters Score -649560.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -649583.375000 Penalty: 2768.931641
	Iteration 9Q: 3 clusters Score -649583.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -649616.750000 Penalty: 2768.931641
	Iteration 10Q: 3 clusters Score -649616.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -649657.687500 Penalty: 2768.931641
	Iteration 11Q: 3 clusters Score -649657.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -649705.187500 Penalty: 2768.931641
	Iteration 12Q: 3 clusters Score -649705.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -649749.875000 Penalty: 2768.931641
	Iteration 13Q: 3 clusters Score -649749.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -649800.750000 Penalty: 2768.931641
	Iteration 14Q: 3 clusters Score -649800.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -649890.937500 Penalty: 2768.931641
	Iteration 15Q: 3 clusters Score -649890.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -650036.250000 Penalty: 2768.931641
	Iteration 16Q: 3 clusters Score -650036.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -650221.937500 Penalty: 2768.931641
	Iteration 17Q: 3 clusters Score -650221.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -650435.375000 Penalty: 2768.931641
	Iteration 18F: 3 clusters Score -650435.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -650599.875000 Penalty: 2768.931641
	Iteration 19Q: 3 clusters Score -650599.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -650722.500000 Penalty: 2768.931641
	Iteration 20F: 3 clusters Score -650722.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -650810.187500 Penalty: 2768.931641
	Iteration 21Q: 3 clusters Score -650810.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -650882.875000 Penalty: 2768.931641
	Iteration 22Q: 3 clusters Score -650882.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -650924.562500 Penalty: 2768.931641
	Iteration 23Q: 3 clusters Score -650924.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -650955.687500 Penalty: 2768.931641
	Iteration 24Q: 3 clusters Score -650955.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -650973.250000 Penalty: 2768.931641
	Iteration 25Q: 3 clusters Score -650973.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -650984.875000 Penalty: 2768.931641
	Iteration 26Q: 3 clusters Score -650984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -650994.312500 Penalty: 2768.931641
	Iteration 27Q: 3 clusters Score -650994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -650996.937500 Penalty: 2768.931641
	Iteration 28Q: 3 clusters Score -650996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -650997.937500 Penalty: 2768.931641
	Iteration 29Q: 3 clusters Score -650997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -651000.375000 Penalty: 2768.931641
	Iteration 30Q: 3 clusters Score -651000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -651003.375000 Penalty: 2768.931641
	Iteration 31Q: 3 clusters Score -651003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -651002.437500 Penalty: 2768.931641
	Iteration 32Q: 3 clusters Score -651002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -651004.250000 Penalty: 2768.931641
	Iteration 33Q: 3 clusters Score -651004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -651003.375000 Penalty: 2768.931641
	Iteration 34Q: 3 clusters Score -651003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -651005.500000 Penalty: 2768.931641
	Iteration 35Q: 3 clusters Score -651005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -651004.687500 Penalty: 2768.931641
	Iteration 36Q: 3 clusters Score -651004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -651004.687500 Penalty: 2768.931641
	Iteration 37F: 3 clusters Score -651004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68394.320312 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68394.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68524.671875 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68524.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68568.101562 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -68568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68573.312500 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68573.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68582.335938 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68582.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68587.421875 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68587.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68589.210938 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68589.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68590.429688 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68590.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68590.429688 Penalty: 1931.409912
	Iteration 8F: 3 clusters Score -68590.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Entering Unmasked Estep 
Score: -9055045.000000 Penalty: 1809.494141
	Iteration 0F: 2 clusters Score -9055045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -9012258.000000 Penalty: 3618.988281
	Iteration 0F: 3 clusters Score -9012258 nChanged 32517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -9030898.000000 Penalty: 3618.988281
	Iteration 1F: 3 clusters Score -9030898 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -9031697.000000 Penalty: 3618.988281
	Iteration 2Q: 3 clusters Score -9031697 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -9032653.000000 Penalty: 3618.988281
	Iteration 3Q: 3 clusters Score -9032653 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -9034069.000000 Penalty: 3618.988281
	Iteration 4Q: 3 clusters Score -9034069 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -9035832.000000 Penalty: 3618.988281
	Iteration 5F: 3 clusters Score -9035832 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -9037840.000000 Penalty: 3618.988281
	Iteration 6F: 3 clusters Score -9037840 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9039737.000000 Penalty: 3618.988281
	Iteration 7F: 3 clusters Score -9039737 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -9041412.000000 Penalty: 3618.988281
	Iteration 8F: 3 clusters Score -9041412 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -9042969.000000 Penalty: 3618.988281
	Iteration 9Q: 3 clusters Score -9042969 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -9044502.000000 Penalty: 3618.988281
	Iteration 10Q: 3 clusters Score -9044502 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -9046131.000000 Penalty: 3618.988281
	Iteration 11Q: 3 clusters Score -9046131 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9047914.000000 Penalty: 3618.988281
	Iteration 12Q: 3 clusters Score -9047914 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9049403.000000 Penalty: 3618.988281
	Iteration 13Q: 3 clusters Score -9049403 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -9050685.000000 Penalty: 3618.988281
	Iteration 14Q: 3 clusters Score -9050685 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -9051723.000000 Penalty: 3618.988281
	Iteration 15Q: 3 clusters Score -9051723 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -9052528.000000 Penalty: 3618.988281
	Iteration 16Q: 3 clusters Score -9052528 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -9053145.000000 Penalty: 3618.988281
	Iteration 17Q: 3 clusters Score -9053145 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -9053704.000000 Penalty: 3618.988281
	Iteration 18Q: 3 clusters Score -9053704 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -9054117.000000 Penalty: 3618.988281
	Iteration 19Q: 3 clusters Score -9054117 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -9054376.000000 Penalty: 3618.988281
	Iteration 20F: 3 clusters Score -9054376 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -9054612.000000 Penalty: 3618.988281
	Iteration 21Q: 3 clusters Score -9054612 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -9054728.000000 Penalty: 3618.988281
	Iteration 22Q: 3 clusters Score -9054728 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -9054802.000000 Penalty: 3618.988281
	Iteration 23Q: 3 clusters Score -9054802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -9054833.000000 Penalty: 3618.988281
	Iteration 24Q: 3 clusters Score -9054833 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9054839.000000 Penalty: 3618.988281
	Iteration 25Q: 3 clusters Score -9054839 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -9054844.000000 Penalty: 3618.988281
	Iteration 26Q: 3 clusters Score -9054844 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -9054872.000000 Penalty: 3618.988281
	Iteration 27Q: 3 clusters Score -9054872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -9054876.000000 Penalty: 3618.988281
	Iteration 28Q: 3 clusters Score -9054876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -9054877.000000 Penalty: 3618.988281
	Iteration 29Q: 3 clusters Score -9054877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9054891.000000 Penalty: 3618.988281
	Iteration 30Q: 3 clusters Score -9054891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9054891.000000 Penalty: 3618.988281
	Iteration 31Q: 3 clusters Score -9054891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -9054893.000000 Penalty: 3618.988281
	Iteration 32Q: 3 clusters Score -9054893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -9054901.000000 Penalty: 3618.988281
	Iteration 33Q: 3 clusters Score -9054901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -9054901.000000 Penalty: 3618.988281
	Iteration 34Q: 3 clusters Score -9054901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -9054904.000000 Penalty: 3618.988281
	Iteration 35Q: 3 clusters Score -9054904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -9054882.000000 Penalty: 3618.988281
	Iteration 36Q: 3 clusters Score -9054882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9054889.000000 Penalty: 3618.988281
	Iteration 37Q: 3 clusters Score -9054889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -9054872.000000 Penalty: 3618.988281
	Iteration 38Q: 3 clusters Score -9054872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -9054856.000000 Penalty: 3618.988281
	Iteration 39Q: 3 clusters Score -9054856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9054878.000000 Penalty: 3618.988281
	Iteration 40F: 3 clusters Score -9054878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -9054870.000000 Penalty: 3618.988281
	Iteration 41Q: 3 clusters Score -9054870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -9054883.000000 Penalty: 3618.988281
	Iteration 42Q: 3 clusters Score -9054883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -9054884.000000 Penalty: 3618.988281
	Iteration 43Q: 3 clusters Score -9054884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -9054886.000000 Penalty: 3618.988281
	Iteration 44Q: 3 clusters Score -9054886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9054890.000000 Penalty: 3618.988281
	Iteration 45Q: 3 clusters Score -9054890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -9054893.000000 Penalty: 3618.988281
	Iteration 46Q: 3 clusters Score -9054893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -9054877.000000 Penalty: 3618.988281
	Iteration 47Q: 3 clusters Score -9054877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -9054879.000000 Penalty: 3618.988281
	Iteration 48Q: 3 clusters Score -9054879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -9054877.000000 Penalty: 3618.988281
	Iteration 49Q: 3 clusters Score -9054877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -9054890.000000 Penalty: 3618.988281
	Iteration 50Q: 3 clusters Score -9054890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -9054890.000000 Penalty: 3618.988281
	Iteration 51Q: 3 clusters Score -9054890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -9054882.000000 Penalty: 3618.988281
	Iteration 52Q: 3 clusters Score -9054882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -9054881.000000 Penalty: 3618.988281
	Iteration 53Q: 3 clusters Score -9054881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -9054875.000000 Penalty: 3618.988281
	Iteration 54Q: 3 clusters Score -9054875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -9054872.000000 Penalty: 3618.988281
	Iteration 55Q: 3 clusters Score -9054872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -9054873.000000 Penalty: 3618.988281
	Iteration 56Q: 3 clusters Score -9054873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -9054881.000000 Penalty: 3618.988281
	Iteration 57Q: 3 clusters Score -9054881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -9054888.000000 Penalty: 3618.988281
	Iteration 58Q: 3 clusters Score -9054888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -9054886.000000 Penalty: 3618.988281
	Iteration 59Q: 3 clusters Score -9054886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -9054885.000000 Penalty: 3618.988281
	Iteration 60F: 3 clusters Score -9054885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -9054883.000000 Penalty: 3618.988281
	Iteration 61Q: 3 clusters Score -9054883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -9054885.000000 Penalty: 3618.988281
	Iteration 62Q: 3 clusters Score -9054885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -9054890.000000 Penalty: 3618.988281
	Iteration 63Q: 3 clusters Score -9054890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -9054895.000000 Penalty: 3618.988281
	Iteration 64Q: 3 clusters Score -9054895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -9054901.000000 Penalty: 3618.988281
	Iteration 65Q: 3 clusters Score -9054901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -9054909.000000 Penalty: 3618.988281
	Iteration 66Q: 3 clusters Score -9054909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -9054905.000000 Penalty: 3618.988281
	Iteration 67Q: 3 clusters Score -9054905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -9054908.000000 Penalty: 3618.988281
	Iteration 68Q: 3 clusters Score -9054908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -9054909.000000 Penalty: 3618.988281
	Iteration 69Q: 3 clusters Score -9054909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -9054914.000000 Penalty: 3618.988281
	Iteration 70Q: 3 clusters Score -9054914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -9054914.000000 Penalty: 3618.988281
	Iteration 71Q: 3 clusters Score -9054914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -9054902.000000 Penalty: 3618.988281
	Iteration 72Q: 3 clusters Score -9054902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -9054916.000000 Penalty: 3618.988281
	Iteration 73Q: 3 clusters Score -9054916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -9054918.000000 Penalty: 3618.988281
	Iteration 74Q: 3 clusters Score -9054918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -9054924.000000 Penalty: 3618.988281
	Iteration 75Q: 3 clusters Score -9054924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -9054921.000000 Penalty: 3618.988281
	Iteration 76Q: 3 clusters Score -9054921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -9054932.000000 Penalty: 3618.988281
	Iteration 77Q: 3 clusters Score -9054932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -9054929.000000 Penalty: 3618.988281
	Iteration 78Q: 3 clusters Score -9054929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -9054933.000000 Penalty: 3618.988281
	Iteration 79Q: 3 clusters Score -9054933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -9054929.000000 Penalty: 3618.988281
	Iteration 80F: 3 clusters Score -9054929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -9054925.000000 Penalty: 3618.988281
	Iteration 81Q: 3 clusters Score -9054925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -9054927.000000 Penalty: 3618.988281
	Iteration 82Q: 3 clusters Score -9054927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -9054927.000000 Penalty: 3618.988281
	Iteration 83Q: 3 clusters Score -9054927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -9054923.000000 Penalty: 3618.988281
	Iteration 84Q: 3 clusters Score -9054923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -9054921.000000 Penalty: 3618.988281
	Iteration 85Q: 3 clusters Score -9054921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -9054925.000000 Penalty: 3618.988281
	Iteration 86Q: 3 clusters Score -9054925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9054926.000000 Penalty: 3618.988281
	Iteration 87Q: 3 clusters Score -9054926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9054926.000000 Penalty: 3618.988281
	Iteration 88F: 3 clusters Score -9054926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116149.781250 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116149.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116407.335938 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116407.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116528.929688 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116528.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116642.554688 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116642.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116726.023438 Penalty: 2191.436279
	Iteration 4F: 3 clusters Score -116726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116789.039062 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116819.062500 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116830.570312 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116836.265625 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116838.992188 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116842.656250 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -116842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116849.507812 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -116849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116851.632812 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -116851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116851.632812 Penalty: 2191.436279
	Iteration 13F: 3 clusters Score -116851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43474.214844 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43474.21 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43688.058594 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43688.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43764.660156 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43764.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43840.460938 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -43840.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43889.683594 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -43889.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43927.507812 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -43927.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43934.570312 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -43934.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43944.785156 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -43944.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43947.453125 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -43947.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43953.410156 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -43953.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43958.328125 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -43958.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43970.042969 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -43970.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43984.027344 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -43984.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43987.976562 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -43987.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43989.828125 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -43989.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43999.191406 Penalty: 2014.505615
	Iteration 15Q: 3 clusters Score -43999.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44001.937500 Penalty: 2014.505615
	Iteration 16Q: 3 clusters Score -44001.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44001.937500 Penalty: 2014.505615
	Iteration 17F: 3 clusters Score -44001.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11627.156250 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11627.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11737.551758 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11737.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11771.177734 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11771.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11788.705078 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11788.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11798.559570 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11798.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11799.526367 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11799.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11799.526367 Penalty: 1751.448364
	Iteration 6F: 3 clusters Score -11799.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Entering Unmasked Estep 
Score: -4019944.500000 Penalty: 1678.952881
	Iteration 0F: 2 clusters Score -4019944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3999350.500000 Penalty: 3357.905762
	Iteration 0F: 3 clusters Score -3999350 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4007569.000000 Penalty: 3357.905762
	Iteration 1F: 3 clusters Score -4007569 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4008387.500000 Penalty: 3357.905762
	Iteration 2F: 3 clusters Score -4008388 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4009338.250000 Penalty: 3357.905762
	Iteration 3F: 3 clusters Score -4009338 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4010526.750000 Penalty: 3357.905762
	Iteration 4F: 3 clusters Score -4010527 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4012022.250000 Penalty: 3357.905762
	Iteration 5F: 3 clusters Score -4012022 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4013624.750000 Penalty: 3357.905762
	Iteration 6F: 3 clusters Score -4013625 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4014944.250000 Penalty: 3357.905762
	Iteration 7F: 3 clusters Score -4014944 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4015747.000000 Penalty: 3357.905762
	Iteration 8Q: 3 clusters Score -4015747 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4016207.750000 Penalty: 3357.905762
	Iteration 9Q: 3 clusters Score -4016208 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4016484.000000 Penalty: 3357.905762
	Iteration 10Q: 3 clusters Score -4016484 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4016658.500000 Penalty: 3357.905762
	Iteration 11Q: 3 clusters Score -4016658 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -4016833.750000 Penalty: 3357.905762
	Iteration 12Q: 3 clusters Score -4016834 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4016973.500000 Penalty: 3357.905762
	Iteration 13Q: 3 clusters Score -4016974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4017131.250000 Penalty: 3357.905762
	Iteration 14Q: 3 clusters Score -4017131 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4017221.750000 Penalty: 3357.905762
	Iteration 15Q: 3 clusters Score -4017222 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4017326.000000 Penalty: 3357.905762
	Iteration 16Q: 3 clusters Score -4017326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4017423.250000 Penalty: 3357.905762
	Iteration 17Q: 3 clusters Score -4017423 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4017502.000000 Penalty: 3357.905762
	Iteration 18Q: 3 clusters Score -4017502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4017592.000000 Penalty: 3357.905762
	Iteration 19Q: 3 clusters Score -4017592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4017670.750000 Penalty: 3357.905762
	Iteration 20F: 3 clusters Score -4017671 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4017715.750000 Penalty: 3357.905762
	Iteration 21Q: 3 clusters Score -4017716 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4017781.750000 Penalty: 3357.905762
	Iteration 22Q: 3 clusters Score -4017782 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4017844.500000 Penalty: 3357.905762
	Iteration 23Q: 3 clusters Score -4017844 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4017887.000000 Penalty: 3357.905762
	Iteration 24Q: 3 clusters Score -4017887 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4017947.750000 Penalty: 3357.905762
	Iteration 25Q: 3 clusters Score -4017948 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4017991.250000 Penalty: 3357.905762
	Iteration 26Q: 3 clusters Score -4017991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4018044.500000 Penalty: 3357.905762
	Iteration 27Q: 3 clusters Score -4018044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4018085.500000 Penalty: 3357.905762
	Iteration 28Q: 3 clusters Score -4018086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4018128.500000 Penalty: 3357.905762
	Iteration 29Q: 3 clusters Score -4018128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4018163.000000 Penalty: 3357.905762
	Iteration 30Q: 3 clusters Score -4018163 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4018202.750000 Penalty: 3357.905762
	Iteration 31Q: 3 clusters Score -4018203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4018227.000000 Penalty: 3357.905762
	Iteration 32Q: 3 clusters Score -4018227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4018252.000000 Penalty: 3357.905762
	Iteration 33Q: 3 clusters Score -4018252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4018289.250000 Penalty: 3357.905762
	Iteration 34Q: 3 clusters Score -4018289 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4018316.750000 Penalty: 3357.905762
	Iteration 35Q: 3 clusters Score -4018317 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4018357.750000 Penalty: 3357.905762
	Iteration 36Q: 3 clusters Score -4018358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4018368.750000 Penalty: 3357.905762
	Iteration 37Q: 3 clusters Score -4018369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4018390.750000 Penalty: 3357.905762
	Iteration 38Q: 3 clusters Score -4018391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4018406.500000 Penalty: 3357.905762
	Iteration 39Q: 3 clusters Score -4018406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4018413.750000 Penalty: 3357.905762
	Iteration 40F: 3 clusters Score -4018414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4018438.000000 Penalty: 3357.905762
	Iteration 41Q: 3 clusters Score -4018438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4018454.250000 Penalty: 3357.905762
	Iteration 42Q: 3 clusters Score -4018454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4018477.500000 Penalty: 3357.905762
	Iteration 43Q: 3 clusters Score -4018478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4018486.500000 Penalty: 3357.905762
	Iteration 44Q: 3 clusters Score -4018486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4018503.750000 Penalty: 3357.905762
	Iteration 45Q: 3 clusters Score -4018504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4018513.750000 Penalty: 3357.905762
	Iteration 46Q: 3 clusters Score -4018514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4018521.750000 Penalty: 3357.905762
	Iteration 47Q: 3 clusters Score -4018522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4018524.750000 Penalty: 3357.905762
	Iteration 48Q: 3 clusters Score -4018525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4018532.750000 Penalty: 3357.905762
	Iteration 49Q: 3 clusters Score -4018533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -4018544.000000 Penalty: 3357.905762
	Iteration 50Q: 3 clusters Score -4018544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4018543.750000 Penalty: 3357.905762
	Iteration 51Q: 3 clusters Score -4018544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4018547.000000 Penalty: 3357.905762
	Iteration 52Q: 3 clusters Score -4018547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4018555.500000 Penalty: 3357.905762
	Iteration 53Q: 3 clusters Score -4018556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4018565.500000 Penalty: 3357.905762
	Iteration 54Q: 3 clusters Score -4018566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4018567.750000 Penalty: 3357.905762
	Iteration 55Q: 3 clusters Score -4018568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4018564.250000 Penalty: 3357.905762
	Iteration 56Q: 3 clusters Score -4018564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4018567.500000 Penalty: 3357.905762
	Iteration 57Q: 3 clusters Score -4018568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4018581.500000 Penalty: 3357.905762
	Iteration 58Q: 3 clusters Score -4018582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -4018586.250000 Penalty: 3357.905762
	Iteration 59Q: 3 clusters Score -4018586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4018590.000000 Penalty: 3357.905762
	Iteration 60F: 3 clusters Score -4018590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4018598.500000 Penalty: 3357.905762
	Iteration 61Q: 3 clusters Score -4018598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4018605.500000 Penalty: 3357.905762
	Iteration 62Q: 3 clusters Score -4018606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4018616.750000 Penalty: 3357.905762
	Iteration 63Q: 3 clusters Score -4018617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4018619.000000 Penalty: 3357.905762
	Iteration 64Q: 3 clusters Score -4018619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4018618.000000 Penalty: 3357.905762
	Iteration 65Q: 3 clusters Score -4018618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4018627.000000 Penalty: 3357.905762
	Iteration 66Q: 3 clusters Score -4018627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4018630.500000 Penalty: 3357.905762
	Iteration 67Q: 3 clusters Score -4018630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4018646.500000 Penalty: 3357.905762
	Iteration 68Q: 3 clusters Score -4018646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4018647.500000 Penalty: 3357.905762
	Iteration 69Q: 3 clusters Score -4018648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4018646.500000 Penalty: 3357.905762
	Iteration 70Q: 3 clusters Score -4018646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4018644.500000 Penalty: 3357.905762
	Iteration 71Q: 3 clusters Score -4018644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4018645.250000 Penalty: 3357.905762
	Iteration 72Q: 3 clusters Score -4018645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -4018648.250000 Penalty: 3357.905762
	Iteration 73Q: 3 clusters Score -4018648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -4018649.000000 Penalty: 3357.905762
	Iteration 74Q: 3 clusters Score -4018649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4018653.000000 Penalty: 3357.905762
	Iteration 75Q: 3 clusters Score -4018653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -4018658.250000 Penalty: 3357.905762
	Iteration 76Q: 3 clusters Score -4018658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4018654.750000 Penalty: 3357.905762
	Iteration 77Q: 3 clusters Score -4018655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4018657.750000 Penalty: 3357.905762
	Iteration 78Q: 3 clusters Score -4018658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4018657.250000 Penalty: 3357.905762
	Iteration 79Q: 3 clusters Score -4018657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4018655.500000 Penalty: 3357.905762
	Iteration 80F: 3 clusters Score -4018656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4018657.250000 Penalty: 3357.905762
	Iteration 81Q: 3 clusters Score -4018657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4018654.750000 Penalty: 3357.905762
	Iteration 82Q: 3 clusters Score -4018655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4018665.000000 Penalty: 3357.905762
	Iteration 83Q: 3 clusters Score -4018665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4018667.500000 Penalty: 3357.905762
	Iteration 84Q: 3 clusters Score -4018668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4018671.000000 Penalty: 3357.905762
	Iteration 85Q: 3 clusters Score -4018671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4018667.500000 Penalty: 3357.905762
	Iteration 86Q: 3 clusters Score -4018668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4018671.500000 Penalty: 3357.905762
	Iteration 87Q: 3 clusters Score -4018672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4018676.750000 Penalty: 3357.905762
	Iteration 88Q: 3 clusters Score -4018677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4018685.750000 Penalty: 3357.905762
	Iteration 89Q: 3 clusters Score -4018686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4018689.250000 Penalty: 3357.905762
	Iteration 90Q: 3 clusters Score -4018689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4018694.250000 Penalty: 3357.905762
	Iteration 91Q: 3 clusters Score -4018694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4018694.250000 Penalty: 3357.905762
	Iteration 92Q: 3 clusters Score -4018694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4018688.750000 Penalty: 3357.905762
	Iteration 93Q: 3 clusters Score -4018689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4018692.250000 Penalty: 3357.905762
	Iteration 94Q: 3 clusters Score -4018692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4018688.500000 Penalty: 3357.905762
	Iteration 95Q: 3 clusters Score -4018688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4018688.500000 Penalty: 3357.905762
	Iteration 96F: 3 clusters Score -4018688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -301866.031250 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -301866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -299528.593750 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -299528.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -300052.406250 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -300052.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -300162.906250 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -300162.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -300229.781250 Penalty: 2520.624268
	Iteration 3F: 3 clusters Score -300229.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300280.812500 Penalty: 2520.624268
	Iteration 4Q: 3 clusters Score -300280.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -300313.718750 Penalty: 2520.624268
	Iteration 5Q: 3 clusters Score -300313.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300333.968750 Penalty: 2520.624268
	Iteration 6Q: 3 clusters Score -300334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300347.812500 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -300347.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300360.718750 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -300360.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -300369.656250 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -300369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -300375.187500 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -300375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300381.375000 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -300381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -300385.500000 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -300385.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -300390.375000 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -300390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300396.718750 Penalty: 2520.624268
	Iteration 14Q: 3 clusters Score -300396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -300400.343750 Penalty: 2520.624268
	Iteration 15Q: 3 clusters Score -300400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -300401.093750 Penalty: 2520.624268
	Iteration 16Q: 3 clusters Score -300401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -300402.031250 Penalty: 2520.624268
	Iteration 17Q: 3 clusters Score -300402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -300404.375000 Penalty: 2520.624268
	Iteration 18Q: 3 clusters Score -300404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -300405.406250 Penalty: 2520.624268
	Iteration 19Q: 3 clusters Score -300405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300405.531250 Penalty: 2520.624268
	Iteration 20F: 3 clusters Score -300405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -300405.812500 Penalty: 2520.624268
	Iteration 21Q: 3 clusters Score -300405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -300405.906250 Penalty: 2520.624268
	Iteration 22Q: 3 clusters Score -300405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -300406.437500 Penalty: 2520.624268
	Iteration 23Q: 3 clusters Score -300406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -300406.375000 Penalty: 2520.624268
	Iteration 24Q: 3 clusters Score -300406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -300406.812500 Penalty: 2520.624268
	Iteration 25Q: 3 clusters Score -300406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -300407.031250 Penalty: 2520.624268
	Iteration 26Q: 3 clusters Score -300407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -300406.906250 Penalty: 2520.624268
	Iteration 27Q: 3 clusters Score -300406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -300408.093750 Penalty: 2520.624268
	Iteration 28Q: 3 clusters Score -300408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -300409.343750 Penalty: 2520.624268
	Iteration 29Q: 3 clusters Score -300409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -300410.343750 Penalty: 2520.624268
	Iteration 30Q: 3 clusters Score -300410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -300411.218750 Penalty: 2520.624268
	Iteration 31Q: 3 clusters Score -300411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300411.625000 Penalty: 2520.624268
	Iteration 32Q: 3 clusters Score -300411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300411.625000 Penalty: 2520.624268
	Iteration 33F: 3 clusters Score -300411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -266701.937500 Penalty: 1244.385254
	Iteration 0F: 2 clusters Score -266701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264555.093750 Penalty: 2488.770508
	Iteration 0F: 3 clusters Score -264555.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -265138.093750 Penalty: 2488.770508
	Iteration 1F: 3 clusters Score -265138.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -265419.312500 Penalty: 2488.770508
	Iteration 2F: 3 clusters Score -265419.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -265620.031250 Penalty: 2488.770508
	Iteration 3F: 3 clusters Score -265620 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -265785.781250 Penalty: 2488.770508
	Iteration 4F: 3 clusters Score -265785.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -265909.812500 Penalty: 2488.770508
	Iteration 5F: 3 clusters Score -265909.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -265980.187500 Penalty: 2488.770508
	Iteration 6Q: 3 clusters Score -265980.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266019.156250 Penalty: 2488.770508
	Iteration 7Q: 3 clusters Score -266019.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -266041.250000 Penalty: 2488.770508
	Iteration 8Q: 3 clusters Score -266041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -266061.218750 Penalty: 2488.770508
	Iteration 9Q: 3 clusters Score -266061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -266072.187500 Penalty: 2488.770508
	Iteration 10Q: 3 clusters Score -266072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -266077.625000 Penalty: 2488.770508
	Iteration 11Q: 3 clusters Score -266077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -266078.906250 Penalty: 2488.770508
	Iteration 12Q: 3 clusters Score -266078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -266079.781250 Penalty: 2488.770508
	Iteration 13Q: 3 clusters Score -266079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -266081.062500 Penalty: 2488.770508
	Iteration 14Q: 3 clusters Score -266081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266081.125000 Penalty: 2488.770508
	Iteration 15Q: 3 clusters Score -266081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -266081.750000 Penalty: 2488.770508
	Iteration 16Q: 3 clusters Score -266081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -266082.937500 Penalty: 2488.770508
	Iteration 17Q: 3 clusters Score -266082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -266084.156250 Penalty: 2488.770508
	Iteration 18Q: 3 clusters Score -266084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -266084.906250 Penalty: 2488.770508
	Iteration 19Q: 3 clusters Score -266084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266086.218750 Penalty: 2488.770508
	Iteration 20F: 3 clusters Score -266086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266087.187500 Penalty: 2488.770508
	Iteration 21Q: 3 clusters Score -266087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -266087.750000 Penalty: 2488.770508
	Iteration 22Q: 3 clusters Score -266087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -266087.750000 Penalty: 2488.770508
	Iteration 23F: 3 clusters Score -266087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Entering Unmasked Estep 
Score: -4107130.000000 Penalty: 1679.908203
	Iteration 0F: 2 clusters Score -4107130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4086348.750000 Penalty: 3359.816406
	Iteration 0F: 3 clusters Score -4086349 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4094237.750000 Penalty: 3359.816406
	Iteration 1F: 3 clusters Score -4094238 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4094710.000000 Penalty: 3359.816406
	Iteration 2Q: 3 clusters Score -4094710 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4095234.000000 Penalty: 3359.816406
	Iteration 3Q: 3 clusters Score -4095234 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4095891.750000 Penalty: 3359.816406
	Iteration 4Q: 3 clusters Score -4095892 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4096788.250000 Penalty: 3359.816406
	Iteration 5F: 3 clusters Score -4096788 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4097929.000000 Penalty: 3359.816406
	Iteration 6F: 3 clusters Score -4097929 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4099311.750000 Penalty: 3359.816406
	Iteration 7F: 3 clusters Score -4099312 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -4100751.250000 Penalty: 3359.816406
	Iteration 8F: 3 clusters Score -4100751 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4101957.000000 Penalty: 3359.816406
	Iteration 9F: 3 clusters Score -4101957 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4102812.250000 Penalty: 3359.816406
	Iteration 10Q: 3 clusters Score -4102812 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4103354.750000 Penalty: 3359.816406
	Iteration 11Q: 3 clusters Score -4103355 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4103739.500000 Penalty: 3359.816406
	Iteration 12Q: 3 clusters Score -4103740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4104014.750000 Penalty: 3359.816406
	Iteration 13Q: 3 clusters Score -4104015 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4104243.750000 Penalty: 3359.816406
	Iteration 14Q: 3 clusters Score -4104244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4104456.250000 Penalty: 3359.816406
	Iteration 15Q: 3 clusters Score -4104456 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -4104598.250000 Penalty: 3359.816406
	Iteration 16Q: 3 clusters Score -4104598 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4104747.750000 Penalty: 3359.816406
	Iteration 17Q: 3 clusters Score -4104748 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4104816.750000 Penalty: 3359.816406
	Iteration 18Q: 3 clusters Score -4104817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4104890.000000 Penalty: 3359.816406
	Iteration 19Q: 3 clusters Score -4104890 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4104930.250000 Penalty: 3359.816406
	Iteration 20F: 3 clusters Score -4104930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4104982.000000 Penalty: 3359.816406
	Iteration 21Q: 3 clusters Score -4104982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4105038.750000 Penalty: 3359.816406
	Iteration 22Q: 3 clusters Score -4105039 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4105073.000000 Penalty: 3359.816406
	Iteration 23Q: 3 clusters Score -4105073 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4105095.000000 Penalty: 3359.816406
	Iteration 24Q: 3 clusters Score -4105095 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4105131.250000 Penalty: 3359.816406
	Iteration 25Q: 3 clusters Score -4105131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4105156.750000 Penalty: 3359.816406
	Iteration 26Q: 3 clusters Score -4105157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4105177.250000 Penalty: 3359.816406
	Iteration 27Q: 3 clusters Score -4105177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4105200.250000 Penalty: 3359.816406
	Iteration 28Q: 3 clusters Score -4105200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4105215.750000 Penalty: 3359.816406
	Iteration 29Q: 3 clusters Score -4105216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4105232.500000 Penalty: 3359.816406
	Iteration 30Q: 3 clusters Score -4105232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4105240.500000 Penalty: 3359.816406
	Iteration 31Q: 3 clusters Score -4105240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4105254.750000 Penalty: 3359.816406
	Iteration 32Q: 3 clusters Score -4105255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4105268.750000 Penalty: 3359.816406
	Iteration 33Q: 3 clusters Score -4105269 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4105283.750000 Penalty: 3359.816406
	Iteration 34Q: 3 clusters Score -4105284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4105322.000000 Penalty: 3359.816406
	Iteration 35Q: 3 clusters Score -4105322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4105330.000000 Penalty: 3359.816406
	Iteration 36Q: 3 clusters Score -4105330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4105346.250000 Penalty: 3359.816406
	Iteration 37Q: 3 clusters Score -4105346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4105359.500000 Penalty: 3359.816406
	Iteration 38Q: 3 clusters Score -4105360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4105377.500000 Penalty: 3359.816406
	Iteration 39Q: 3 clusters Score -4105378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4105405.500000 Penalty: 3359.816406
	Iteration 40F: 3 clusters Score -4105406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4105415.250000 Penalty: 3359.816406
	Iteration 41Q: 3 clusters Score -4105415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4105421.500000 Penalty: 3359.816406
	Iteration 42Q: 3 clusters Score -4105422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4105437.250000 Penalty: 3359.816406
	Iteration 43Q: 3 clusters Score -4105437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4105456.750000 Penalty: 3359.816406
	Iteration 44Q: 3 clusters Score -4105457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4105466.750000 Penalty: 3359.816406
	Iteration 45Q: 3 clusters Score -4105467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4105473.750000 Penalty: 3359.816406
	Iteration 46Q: 3 clusters Score -4105474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4105488.250000 Penalty: 3359.816406
	Iteration 47Q: 3 clusters Score -4105488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4105501.250000 Penalty: 3359.816406
	Iteration 48Q: 3 clusters Score -4105501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4105522.750000 Penalty: 3359.816406
	Iteration 49Q: 3 clusters Score -4105523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4105532.500000 Penalty: 3359.816406
	Iteration 50Q: 3 clusters Score -4105532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4105536.250000 Penalty: 3359.816406
	Iteration 51Q: 3 clusters Score -4105536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4105544.000000 Penalty: 3359.816406
	Iteration 52Q: 3 clusters Score -4105544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4105554.000000 Penalty: 3359.816406
	Iteration 53Q: 3 clusters Score -4105554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4105553.750000 Penalty: 3359.816406
	Iteration 54Q: 3 clusters Score -4105554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4105573.250000 Penalty: 3359.816406
	Iteration 55Q: 3 clusters Score -4105573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4105585.750000 Penalty: 3359.816406
	Iteration 56Q: 3 clusters Score -4105586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4105596.000000 Penalty: 3359.816406
	Iteration 57Q: 3 clusters Score -4105596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4105604.500000 Penalty: 3359.816406
	Iteration 58Q: 3 clusters Score -4105604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4105611.500000 Penalty: 3359.816406
	Iteration 59Q: 3 clusters Score -4105612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4105630.250000 Penalty: 3359.816406
	Iteration 60F: 3 clusters Score -4105630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4105636.500000 Penalty: 3359.816406
	Iteration 61Q: 3 clusters Score -4105636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4105641.000000 Penalty: 3359.816406
	Iteration 62Q: 3 clusters Score -4105641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4105643.250000 Penalty: 3359.816406
	Iteration 63Q: 3 clusters Score -4105643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4105642.250000 Penalty: 3359.816406
	Iteration 64Q: 3 clusters Score -4105642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4105649.250000 Penalty: 3359.816406
	Iteration 65Q: 3 clusters Score -4105649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4105649.750000 Penalty: 3359.816406
	Iteration 66Q: 3 clusters Score -4105650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4105652.500000 Penalty: 3359.816406
	Iteration 67Q: 3 clusters Score -4105652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4105654.250000 Penalty: 3359.816406
	Iteration 68Q: 3 clusters Score -4105654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4105655.500000 Penalty: 3359.816406
	Iteration 69Q: 3 clusters Score -4105656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4105655.500000 Penalty: 3359.816406
	Iteration 70F: 3 clusters Score -4105656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42659.335938 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42659.34 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43199.320312 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -43199.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43585.875000 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43585.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43743.308594 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43743.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43778.011719 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43778.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43790.132812 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43790.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43795.140625 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43795.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43796.402344 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43796.402344 Penalty: 1992.648682
	Iteration 8F: 3 clusters Score -43796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 62408 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30700 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30881 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56957 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2956 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20519 members 
Mstep: Class 41 contains 88468 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60522 members 
Mstep: Class 45 contains 6027 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73571 members 
Mstep: Class 50 contains 59502 members 
Mstep: Class 51 contains 278 members 
Entering Unmasked Estep 
Score: -85948088.000000 Penalty: 111074.656250
Splitting cluster 30 changes total score from -85949040.000000 to -85948088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16943.902344 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16943.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17038.292969 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17038.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17063.761719 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -17063.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17084.703125 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17111.966797 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17111.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17143.066406 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17143.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17144.751953 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -17144.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17144.751953 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -17144.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -309195.625000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -309195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306798.468750 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -306798.5 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307378.875000 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -307378.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -307501.468750 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -307501.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -307582.593750 Penalty: 2536.249023
	Iteration 3F: 3 clusters Score -307582.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -307651.593750 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -307651.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -307716.031250 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -307716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -307784.531250 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -307784.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -307860.406250 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -307860.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -307902.406250 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -307902.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307942.437500 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -307942.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307988.375000 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -307988.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -308032.250000 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -308032.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308074.406250 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -308074.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -308099.437500 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -308099.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308122.437500 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -308122.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -308147.906250 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -308147.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308184.281250 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -308184.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -308212.718750 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -308212.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -308242.156250 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -308242.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -308281.312500 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -308281.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -308322.687500 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -308322.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -308366.593750 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -308366.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -308387.718750 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -308387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -308405.718750 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -308405.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -308419.375000 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -308419.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -308431.250000 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -308431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -308436.843750 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -308436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -308442.593750 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -308442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -308445.656250 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -308445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308449.906250 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -308449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -308452.218750 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -308452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -308453.656250 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -308453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -308455.906250 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -308455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308457.156250 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -308457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308457.156250 Penalty: 2536.249023
	Iteration 34F: 3 clusters Score -308457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53997.039062 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53997.04 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54286.695312 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54286.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54387.796875 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54387.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54439.335938 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -54439.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54465.230469 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54465.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54516.226562 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54516.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54527.261719 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54527.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54532.925781 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54532.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54541.167969 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54541.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54547.230469 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54547.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54552.769531 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -54552.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54553.925781 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -54553.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54554.125000 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -54554.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54554.125000 Penalty: 2021.691772
	Iteration 13F: 3 clusters Score -54554.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2608250.250000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608250 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2612185.250000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612185 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2612536.000000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612536 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2612871.250000 Penalty: 3148.358887
	Iteration 3Q: 3 clusters Score -2612871 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2613275.500000 Penalty: 3148.358887
	Iteration 4Q: 3 clusters Score -2613276 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2613792.000000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2613792 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2614393.750000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2614394 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2615058.000000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2615058 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2615762.000000 Penalty: 3148.358887
	Iteration 8F: 3 clusters Score -2615762 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2616391.250000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2616391 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2616972.250000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616972 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2617406.500000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2617406 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2617688.250000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2617688 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2617889.750000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617890 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2618039.500000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2618040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2618141.750000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2618142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2618195.500000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2618196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2618248.500000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2618248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2618267.750000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2618268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2618292.250000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2618292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2618307.000000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2618307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2618333.750000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2618334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2618353.250000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2618353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2618367.250000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2618367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2618394.000000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2618394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2618407.750000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2618408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2618413.000000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2618413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2618423.250000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2618423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2618432.250000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2618432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2618437.250000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2618437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2618435.750000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2618436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2618443.750000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2618444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2618450.500000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2618450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2618448.500000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2618448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2618461.750000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2618462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2618464.250000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2618464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2618467.750000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2618468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2618465.500000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2618466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2618469.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2618469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2618473.000000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2618473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2618467.750000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2618468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2618473.500000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2618474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2618470.000000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2618470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2618475.250000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2618475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2618475.250000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2618475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2618469.500000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2618470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2618468.500000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2618468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2618466.500000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2618466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2618466.000000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2618466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2618466.000000 Penalty: 3148.358887
	Iteration 49F: 3 clusters Score -2618466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (56957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Entering Unmasked Estep 
Score: -7581483.500000 Penalty: 1779.383545
	Iteration 0F: 2 clusters Score -7581484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7546528.000000 Penalty: 3558.767090
	Iteration 0F: 3 clusters Score -7546528 nChanged 26876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -7562187.500000 Penalty: 3558.767090
	Iteration 1F: 3 clusters Score -7562188 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -7563164.500000 Penalty: 3558.767090
	Iteration 2Q: 3 clusters Score -7563164 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -7564621.500000 Penalty: 3558.767090
	Iteration 3F: 3 clusters Score -7564622 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -7566839.000000 Penalty: 3558.767090
	Iteration 4F: 3 clusters Score -7566839 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7570137.500000 Penalty: 3558.767090
	Iteration 5F: 3 clusters Score -7570138 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -7573665.000000 Penalty: 3558.767090
	Iteration 6F: 3 clusters Score -7573665 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7576302.500000 Penalty: 3558.767090
	Iteration 7F: 3 clusters Score -7576302 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -7578036.500000 Penalty: 3558.767090
	Iteration 8Q: 3 clusters Score -7578036 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7579014.500000 Penalty: 3558.767090
	Iteration 9Q: 3 clusters Score -7579014 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7579475.500000 Penalty: 3558.767090
	Iteration 10Q: 3 clusters Score -7579476 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -7579698.500000 Penalty: 3558.767090
	Iteration 11Q: 3 clusters Score -7579698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7579794.500000 Penalty: 3558.767090
	Iteration 12Q: 3 clusters Score -7579794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -7579854.000000 Penalty: 3558.767090
	Iteration 13Q: 3 clusters Score -7579854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7579909.500000 Penalty: 3558.767090
	Iteration 14Q: 3 clusters Score -7579910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -7579951.000000 Penalty: 3558.767090
	Iteration 15Q: 3 clusters Score -7579951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7579964.000000 Penalty: 3558.767090
	Iteration 16Q: 3 clusters Score -7579964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -7579977.000000 Penalty: 3558.767090
	Iteration 17Q: 3 clusters Score -7579977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -7579993.000000 Penalty: 3558.767090
	Iteration 18Q: 3 clusters Score -7579993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -7580004.000000 Penalty: 3558.767090
	Iteration 19Q: 3 clusters Score -7580004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -7580003.500000 Penalty: 3558.767090
	Iteration 20F: 3 clusters Score -7580004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7580010.000000 Penalty: 3558.767090
	Iteration 21Q: 3 clusters Score -7580010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -7580008.000000 Penalty: 3558.767090
	Iteration 22Q: 3 clusters Score -7580008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7580006.000000 Penalty: 3558.767090
	Iteration 23Q: 3 clusters Score -7580006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7580006.000000 Penalty: 3558.767090
	Iteration 24F: 3 clusters Score -7580006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20652.169922 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20652.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20839.990234 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20839.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20953.691406 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20953.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21085.535156 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -21085.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21154.347656 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21154.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21200.183594 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21200.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21213.787109 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21213.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21243.201172 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21251.658203 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -21251.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21289.099609 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -21289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21303.611328 Penalty: 1866.476074
	Iteration 10Q: 3 clusters Score -21303.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21318.394531 Penalty: 1866.476074
	Iteration 11Q: 3 clusters Score -21318.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21319.837891 Penalty: 1866.476074
	Iteration 12Q: 3 clusters Score -21319.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21319.837891 Penalty: 1866.476074
	Iteration 13F: 3 clusters Score -21319.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Entering Unmasked Estep 
Score: -386575.468750 Penalty: 1298.633789
	Iteration 0F: 2 clusters Score -386575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -383856.406250 Penalty: 2597.267578
	Iteration 0F: 3 clusters Score -383856.4 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -384520.218750 Penalty: 2597.267578
	Iteration 1F: 3 clusters Score -384520.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -384651.812500 Penalty: 2597.267578
	Iteration 2F: 3 clusters Score -384651.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -384734.125000 Penalty: 2597.267578
	Iteration 3Q: 3 clusters Score -384734.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -384794.531250 Penalty: 2597.267578
	Iteration 4Q: 3 clusters Score -384794.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -384849.781250 Penalty: 2597.267578
	Iteration 5Q: 3 clusters Score -384849.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384900.281250 Penalty: 2597.267578
	Iteration 6Q: 3 clusters Score -384900.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384962.343750 Penalty: 2597.267578
	Iteration 7Q: 3 clusters Score -384962.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -385036.843750 Penalty: 2597.267578
	Iteration 8Q: 3 clusters Score -385036.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -385118.093750 Penalty: 2597.267578
	Iteration 9Q: 3 clusters Score -385118.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -385203.656250 Penalty: 2597.267578
	Iteration 10Q: 3 clusters Score -385203.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -385263.593750 Penalty: 2597.267578
	Iteration 11Q: 3 clusters Score -385263.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -385320.093750 Penalty: 2597.267578
	Iteration 12Q: 3 clusters Score -385320.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -385375.375000 Penalty: 2597.267578
	Iteration 13Q: 3 clusters Score -385375.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -385417.687500 Penalty: 2597.267578
	Iteration 14Q: 3 clusters Score -385417.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -385453.843750 Penalty: 2597.267578
	Iteration 15Q: 3 clusters Score -385453.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -385490.218750 Penalty: 2597.267578
	Iteration 16Q: 3 clusters Score -385490.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -385521.656250 Penalty: 2597.267578
	Iteration 17Q: 3 clusters Score -385521.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -385546.781250 Penalty: 2597.267578
	Iteration 18Q: 3 clusters Score -385546.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -385565.593750 Penalty: 2597.267578
	Iteration 19Q: 3 clusters Score -385565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -385575.593750 Penalty: 2597.267578
	Iteration 20F: 3 clusters Score -385575.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -385588.968750 Penalty: 2597.267578
	Iteration 21Q: 3 clusters Score -385589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -385604.000000 Penalty: 2597.267578
	Iteration 22Q: 3 clusters Score -385604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -385612.593750 Penalty: 2597.267578
	Iteration 23Q: 3 clusters Score -385612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -385619.062500 Penalty: 2597.267578
	Iteration 24Q: 3 clusters Score -385619.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -385626.000000 Penalty: 2597.267578
	Iteration 25Q: 3 clusters Score -385626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -385634.156250 Penalty: 2597.267578
	Iteration 26Q: 3 clusters Score -385634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -385637.250000 Penalty: 2597.267578
	Iteration 27Q: 3 clusters Score -385637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -385638.031250 Penalty: 2597.267578
	Iteration 28Q: 3 clusters Score -385638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -385638.437500 Penalty: 2597.267578
	Iteration 29Q: 3 clusters Score -385638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -385638.375000 Penalty: 2597.267578
	Iteration 30Q: 3 clusters Score -385638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -385638.375000 Penalty: 2597.267578
	Iteration 31F: 3 clusters Score -385638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213324.125000 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213324.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -213604.593750 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213604.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213668.765625 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213668.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213711.718750 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213711.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -213738.078125 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213753.875000 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213753.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -213770.703125 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -213775.484375 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213776.296875 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -213777.812500 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213780.468750 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213785.531250 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -213788.671875 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213793.796875 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -213794.796875 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213796.718750 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213798.406250 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -213802.765625 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213804.625000 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -213806.171875 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -213807.093750 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -213807.578125 Penalty: 2339.895508
	Iteration 21Q: 3 clusters Score -213807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -213809.203125 Penalty: 2339.895508
	Iteration 22Q: 3 clusters Score -213809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -213810.484375 Penalty: 2339.895508
	Iteration 23Q: 3 clusters Score -213810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213812.062500 Penalty: 2339.895508
	Iteration 24Q: 3 clusters Score -213812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -213816.078125 Penalty: 2339.895508
	Iteration 25Q: 3 clusters Score -213816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213819.015625 Penalty: 2339.895508
	Iteration 26Q: 3 clusters Score -213819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213824.062500 Penalty: 2339.895508
	Iteration 27Q: 3 clusters Score -213824.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -213832.781250 Penalty: 2339.895508
	Iteration 28Q: 3 clusters Score -213832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213836.890625 Penalty: 2339.895508
	Iteration 29Q: 3 clusters Score -213836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -213844.593750 Penalty: 2339.895508
	Iteration 30Q: 3 clusters Score -213844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213852.406250 Penalty: 2339.895508
	Iteration 31Q: 3 clusters Score -213852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -213857.000000 Penalty: 2339.895508
	Iteration 32Q: 3 clusters Score -213857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213859.671875 Penalty: 2339.895508
	Iteration 33Q: 3 clusters Score -213859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -213861.828125 Penalty: 2339.895508
	Iteration 34Q: 3 clusters Score -213861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213863.406250 Penalty: 2339.895508
	Iteration 35Q: 3 clusters Score -213863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -213864.078125 Penalty: 2339.895508
	Iteration 36Q: 3 clusters Score -213864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213866.046875 Penalty: 2339.895508
	Iteration 37Q: 3 clusters Score -213866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213868.140625 Penalty: 2339.895508
	Iteration 38Q: 3 clusters Score -213868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -213871.718750 Penalty: 2339.895508
	Iteration 39Q: 3 clusters Score -213871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213875.828125 Penalty: 2339.895508
	Iteration 40F: 3 clusters Score -213875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213879.421875 Penalty: 2339.895508
	Iteration 41Q: 3 clusters Score -213879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -213880.953125 Penalty: 2339.895508
	Iteration 42Q: 3 clusters Score -213881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -213883.468750 Penalty: 2339.895508
	Iteration 43Q: 3 clusters Score -213883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213885.687500 Penalty: 2339.895508
	Iteration 44Q: 3 clusters Score -213885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -213888.750000 Penalty: 2339.895508
	Iteration 45Q: 3 clusters Score -213888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -213890.515625 Penalty: 2339.895508
	Iteration 46Q: 3 clusters Score -213890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213893.750000 Penalty: 2339.895508
	Iteration 47Q: 3 clusters Score -213893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -213900.625000 Penalty: 2339.895508
	Iteration 48Q: 3 clusters Score -213900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213903.765625 Penalty: 2339.895508
	Iteration 49Q: 3 clusters Score -213903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -213906.468750 Penalty: 2339.895508
	Iteration 50Q: 3 clusters Score -213906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -213908.359375 Penalty: 2339.895508
	Iteration 51Q: 3 clusters Score -213908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -213910.281250 Penalty: 2339.895508
	Iteration 52Q: 3 clusters Score -213910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213910.953125 Penalty: 2339.895508
	Iteration 53Q: 3 clusters Score -213911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213911.671875 Penalty: 2339.895508
	Iteration 54Q: 3 clusters Score -213911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213911.671875 Penalty: 2339.895508
	Iteration 55F: 3 clusters Score -213911.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267988.406250 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -267988.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268586.406250 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268586.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -268828.093750 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -268828.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -268962.906250 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -268962.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -269065.406250 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -269065.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -269135.125000 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -269135.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -269177.406250 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -269177.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -269213.968750 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -269214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269250.812500 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269250.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269296.093750 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269296.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269352.531250 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269352.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269424.531250 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269424.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269486.937500 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269486.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269521.187500 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269521.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -269560.875000 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -269590.843750 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -269625.750000 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -269625.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -269660.468750 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -269660.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269691.812500 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -269691.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269717.375000 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -269717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269747.468750 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -269747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -269812.750000 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -269812.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -269831.218750 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -269831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -269842.718750 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -269842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269847.968750 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -269848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -269850.656250 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -269850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -269854.937500 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -269854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -269858.000000 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -269858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269858.687500 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -269858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -269860.031250 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -269860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -269860.343750 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -269860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -269860.343750 Penalty: 2432.784912
	Iteration 31F: 3 clusters Score -269860.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Entering Unmasked Estep 
Score: -2667897.000000 Penalty: 1613.479858
	Iteration 0F: 2 clusters Score -2667897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2653971.750000 Penalty: 3226.959717
	Iteration 0F: 3 clusters Score -2653972 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2659208.250000 Penalty: 3226.959717
	Iteration 1F: 3 clusters Score -2659208 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2659794.250000 Penalty: 3226.959717
	Iteration 2F: 3 clusters Score -2659794 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2660501.000000 Penalty: 3226.959717
	Iteration 3F: 3 clusters Score -2660501 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2661493.250000 Penalty: 3226.959717
	Iteration 4F: 3 clusters Score -2661493 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2662623.750000 Penalty: 3226.959717
	Iteration 5F: 3 clusters Score -2662624 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2663811.000000 Penalty: 3226.959717
	Iteration 6F: 3 clusters Score -2663811 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2664803.500000 Penalty: 3226.959717
	Iteration 7F: 3 clusters Score -2664804 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2665505.250000 Penalty: 3226.959717
	Iteration 8Q: 3 clusters Score -2665505 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2665962.250000 Penalty: 3226.959717
	Iteration 9Q: 3 clusters Score -2665962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2666269.750000 Penalty: 3226.959717
	Iteration 10Q: 3 clusters Score -2666270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2666473.250000 Penalty: 3226.959717
	Iteration 11Q: 3 clusters Score -2666473 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2666581.500000 Penalty: 3226.959717
	Iteration 12Q: 3 clusters Score -2666582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2666642.750000 Penalty: 3226.959717
	Iteration 13Q: 3 clusters Score -2666643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2666684.000000 Penalty: 3226.959717
	Iteration 14Q: 3 clusters Score -2666684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2666701.750000 Penalty: 3226.959717
	Iteration 15Q: 3 clusters Score -2666702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2666712.500000 Penalty: 3226.959717
	Iteration 16Q: 3 clusters Score -2666712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2666722.750000 Penalty: 3226.959717
	Iteration 17Q: 3 clusters Score -2666723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2666732.500000 Penalty: 3226.959717
	Iteration 18Q: 3 clusters Score -2666732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2666742.000000 Penalty: 3226.959717
	Iteration 19Q: 3 clusters Score -2666742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2666749.750000 Penalty: 3226.959717
	Iteration 20F: 3 clusters Score -2666750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2666756.250000 Penalty: 3226.959717
	Iteration 21Q: 3 clusters Score -2666756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2666764.250000 Penalty: 3226.959717
	Iteration 22Q: 3 clusters Score -2666764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2666771.500000 Penalty: 3226.959717
	Iteration 23Q: 3 clusters Score -2666772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2666777.500000 Penalty: 3226.959717
	Iteration 24Q: 3 clusters Score -2666778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2666782.750000 Penalty: 3226.959717
	Iteration 25Q: 3 clusters Score -2666783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2666792.000000 Penalty: 3226.959717
	Iteration 26Q: 3 clusters Score -2666792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2666789.000000 Penalty: 3226.959717
	Iteration 27Q: 3 clusters Score -2666789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2666793.000000 Penalty: 3226.959717
	Iteration 28Q: 3 clusters Score -2666793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2666792.500000 Penalty: 3226.959717
	Iteration 29Q: 3 clusters Score -2666792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2666792.250000 Penalty: 3226.959717
	Iteration 30Q: 3 clusters Score -2666792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2666792.250000 Penalty: 3226.959717
	Iteration 31F: 3 clusters Score -2666792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (88468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Entering Unmasked Estep 
Score: -11715626.000000 Penalty: 1850.939331
	Iteration 0F: 2 clusters Score -1.171563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -11663781.000000 Penalty: 3701.878662
	Iteration 0F: 3 clusters Score -1.166378e+07 nChanged 42216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -11688069.000000 Penalty: 3701.878662
	Iteration 1F: 3 clusters Score -1.168807e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -11688719.000000 Penalty: 3701.878662
	Iteration 2Q: 3 clusters Score -1.168872e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -11689742.000000 Penalty: 3701.878662
	Iteration 3Q: 3 clusters Score -1.168974e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -11691108.000000 Penalty: 3701.878662
	Iteration 4Q: 3 clusters Score -1.169111e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -11692798.000000 Penalty: 3701.878662
	Iteration 5Q: 3 clusters Score -1.16928e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -11694729.000000 Penalty: 3701.878662
	Iteration 6Q: 3 clusters Score -1.169473e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -11697043.000000 Penalty: 3701.878662
	Iteration 7F: 3 clusters Score -1.169704e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -11700073.000000 Penalty: 3701.878662
	Iteration 8F: 3 clusters Score -1.170007e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -11703363.000000 Penalty: 3701.878662
	Iteration 9F: 3 clusters Score -1.170336e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -11706361.000000 Penalty: 3701.878662
	Iteration 10F: 3 clusters Score -1.170636e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -11708043.000000 Penalty: 3701.878662
	Iteration 11Q: 3 clusters Score -1.170804e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -11708869.000000 Penalty: 3701.878662
	Iteration 12Q: 3 clusters Score -1.170887e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -11709296.000000 Penalty: 3701.878662
	Iteration 13Q: 3 clusters Score -1.17093e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -11709582.000000 Penalty: 3701.878662
	Iteration 14Q: 3 clusters Score -1.170958e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -11709836.000000 Penalty: 3701.878662
	Iteration 15Q: 3 clusters Score -1.170984e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -11710079.000000 Penalty: 3701.878662
	Iteration 16Q: 3 clusters Score -1.171008e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -11710257.000000 Penalty: 3701.878662
	Iteration 17Q: 3 clusters Score -1.171026e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -11710515.000000 Penalty: 3701.878662
	Iteration 18Q: 3 clusters Score -1.171052e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -11710819.000000 Penalty: 3701.878662
	Iteration 19Q: 3 clusters Score -1.171082e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -11711029.000000 Penalty: 3701.878662
	Iteration 20F: 3 clusters Score -1.171103e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -11711185.000000 Penalty: 3701.878662
	Iteration 21Q: 3 clusters Score -1.171118e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -11711494.000000 Penalty: 3701.878662
	Iteration 22Q: 3 clusters Score -1.171149e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -11711648.000000 Penalty: 3701.878662
	Iteration 23Q: 3 clusters Score -1.171165e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -11711897.000000 Penalty: 3701.878662
	Iteration 24Q: 3 clusters Score -1.17119e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -11712191.000000 Penalty: 3701.878662
	Iteration 25Q: 3 clusters Score -1.171219e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -11712432.000000 Penalty: 3701.878662
	Iteration 26Q: 3 clusters Score -1.171243e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -11712672.000000 Penalty: 3701.878662
	Iteration 27Q: 3 clusters Score -1.171267e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -11712805.000000 Penalty: 3701.878662
	Iteration 28Q: 3 clusters Score -1.17128e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -11713105.000000 Penalty: 3701.878662
	Iteration 29Q: 3 clusters Score -1.17131e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -11713307.000000 Penalty: 3701.878662
	Iteration 30Q: 3 clusters Score -1.171331e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -11713517.000000 Penalty: 3701.878662
	Iteration 31Q: 3 clusters Score -1.171352e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -11713645.000000 Penalty: 3701.878662
	Iteration 32Q: 3 clusters Score -1.171364e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -11713694.000000 Penalty: 3701.878662
	Iteration 33Q: 3 clusters Score -1.171369e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -11713773.000000 Penalty: 3701.878662
	Iteration 34Q: 3 clusters Score -1.171377e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -11713811.000000 Penalty: 3701.878662
	Iteration 35Q: 3 clusters Score -1.171381e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -11713816.000000 Penalty: 3701.878662
	Iteration 36Q: 3 clusters Score -1.171382e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -11713895.000000 Penalty: 3701.878662
	Iteration 37Q: 3 clusters Score -1.17139e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -11713937.000000 Penalty: 3701.878662
	Iteration 38Q: 3 clusters Score -1.171394e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -11713969.000000 Penalty: 3701.878662
	Iteration 39Q: 3 clusters Score -1.171397e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -11714002.000000 Penalty: 3701.878662
	Iteration 40F: 3 clusters Score -1.1714e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -11714084.000000 Penalty: 3701.878662
	Iteration 41Q: 3 clusters Score -1.171408e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -11714041.000000 Penalty: 3701.878662
	Iteration 42Q: 3 clusters Score -1.171404e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11714092.000000 Penalty: 3701.878662
	Iteration 43Q: 3 clusters Score -1.171409e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -11714058.000000 Penalty: 3701.878662
	Iteration 44Q: 3 clusters Score -1.171406e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -11714053.000000 Penalty: 3701.878662
	Iteration 45Q: 3 clusters Score -1.171405e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11714057.000000 Penalty: 3701.878662
	Iteration 46Q: 3 clusters Score -1.171406e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11714080.000000 Penalty: 3701.878662
	Iteration 47Q: 3 clusters Score -1.171408e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11714067.000000 Penalty: 3701.878662
	Iteration 48Q: 3 clusters Score -1.171407e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11714061.000000 Penalty: 3701.878662
	Iteration 49Q: 3 clusters Score -1.171406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11714058.000000 Penalty: 3701.878662
	Iteration 50Q: 3 clusters Score -1.171406e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11714063.000000 Penalty: 3701.878662
	Iteration 51Q: 3 clusters Score -1.171406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11714064.000000 Penalty: 3701.878662
	Iteration 52Q: 3 clusters Score -1.171406e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -11714064.000000 Penalty: 3701.878662
	Iteration 53Q: 3 clusters Score -1.171406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11714072.000000 Penalty: 3701.878662
	Iteration 54Q: 3 clusters Score -1.171407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11714090.000000 Penalty: 3701.878662
	Iteration 55Q: 3 clusters Score -1.171409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11714109.000000 Penalty: 3701.878662
	Iteration 56Q: 3 clusters Score -1.171411e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11714073.000000 Penalty: 3701.878662
	Iteration 57Q: 3 clusters Score -1.171407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11714077.000000 Penalty: 3701.878662
	Iteration 58Q: 3 clusters Score -1.171408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11714097.000000 Penalty: 3701.878662
	Iteration 59Q: 3 clusters Score -1.17141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11714073.000000 Penalty: 3701.878662
	Iteration 60F: 3 clusters Score -1.171407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11714069.000000 Penalty: 3701.878662
	Iteration 61Q: 3 clusters Score -1.171407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11714058.000000 Penalty: 3701.878662
	Iteration 62Q: 3 clusters Score -1.171406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11714065.000000 Penalty: 3701.878662
	Iteration 63Q: 3 clusters Score -1.171406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11714073.000000 Penalty: 3701.878662
	Iteration 64Q: 3 clusters Score -1.171407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11714072.000000 Penalty: 3701.878662
	Iteration 65Q: 3 clusters Score -1.171407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11714081.000000 Penalty: 3701.878662
	Iteration 66Q: 3 clusters Score -1.171408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11714080.000000 Penalty: 3701.878662
	Iteration 67Q: 3 clusters Score -1.171408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11714090.000000 Penalty: 3701.878662
	Iteration 68Q: 3 clusters Score -1.171409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11714075.000000 Penalty: 3701.878662
	Iteration 69Q: 3 clusters Score -1.171408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11714073.000000 Penalty: 3701.878662
	Iteration 70Q: 3 clusters Score -1.171407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11714072.000000 Penalty: 3701.878662
	Iteration 71Q: 3 clusters Score -1.171407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11714082.000000 Penalty: 3701.878662
	Iteration 72Q: 3 clusters Score -1.171408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11714087.000000 Penalty: 3701.878662
	Iteration 73Q: 3 clusters Score -1.171409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11714097.000000 Penalty: 3701.878662
	Iteration 74Q: 3 clusters Score -1.17141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11714101.000000 Penalty: 3701.878662
	Iteration 75Q: 3 clusters Score -1.17141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11714105.000000 Penalty: 3701.878662
	Iteration 76Q: 3 clusters Score -1.17141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11714109.000000 Penalty: 3701.878662
	Iteration 77Q: 3 clusters Score -1.171411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11714088.000000 Penalty: 3701.878662
	Iteration 78Q: 3 clusters Score -1.171409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11714093.000000 Penalty: 3701.878662
	Iteration 79Q: 3 clusters Score -1.171409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11714083.000000 Penalty: 3701.878662
	Iteration 80F: 3 clusters Score -1.171408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11714100.000000 Penalty: 3701.878662
	Iteration 81Q: 3 clusters Score -1.17141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11714102.000000 Penalty: 3701.878662
	Iteration 82Q: 3 clusters Score -1.17141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11714106.000000 Penalty: 3701.878662
	Iteration 83Q: 3 clusters Score -1.171411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11714110.000000 Penalty: 3701.878662
	Iteration 84Q: 3 clusters Score -1.171411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11714101.000000 Penalty: 3701.878662
	Iteration 85Q: 3 clusters Score -1.17141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11714098.000000 Penalty: 3701.878662
	Iteration 86Q: 3 clusters Score -1.17141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11714112.000000 Penalty: 3701.878662
	Iteration 87Q: 3 clusters Score -1.171411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11714112.000000 Penalty: 3701.878662
	Iteration 88Q: 3 clusters Score -1.171411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11714111.000000 Penalty: 3701.878662
	Iteration 89Q: 3 clusters Score -1.171411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11714109.000000 Penalty: 3701.878662
	Iteration 90Q: 3 clusters Score -1.171411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11714108.000000 Penalty: 3701.878662
	Iteration 91Q: 3 clusters Score -1.171411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11714106.000000 Penalty: 3701.878662
	Iteration 92Q: 3 clusters Score -1.171411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11714112.000000 Penalty: 3701.878662
	Iteration 93Q: 3 clusters Score -1.171411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11714110.000000 Penalty: 3701.878662
	Iteration 94Q: 3 clusters Score -1.171411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11714120.000000 Penalty: 3701.878662
	Iteration 95Q: 3 clusters Score -1.171412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11714119.000000 Penalty: 3701.878662
	Iteration 96Q: 3 clusters Score -1.171412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11714117.000000 Penalty: 3701.878662
	Iteration 97Q: 3 clusters Score -1.171412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11714114.000000 Penalty: 3701.878662
	Iteration 98Q: 3 clusters Score -1.171411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11714114.000000 Penalty: 3701.878662
	Iteration 99F: 3 clusters Score -1.171411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32080.714844 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32080.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32175.162109 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32175.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32195.888672 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -32195.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32217.074219 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32217.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32224.363281 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32224.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32234.820312 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32234.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32245.625000 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32245.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32258.968750 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32258.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32274.763672 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32274.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32290.589844 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -32290.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32294.642578 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -32294.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32296.744141 Penalty: 1864.385986
	Iteration 11Q: 3 clusters Score -32296.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32304.861328 Penalty: 1864.385986
	Iteration 12Q: 3 clusters Score -32304.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32311.181641 Penalty: 1864.385986
	Iteration 13Q: 3 clusters Score -32311.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32312.892578 Penalty: 1864.385986
	Iteration 14Q: 3 clusters Score -32312.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32312.892578 Penalty: 1864.385986
	Iteration 15F: 3 clusters Score -32312.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41787.976562 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41787.98 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42100.640625 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42100.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42198.468750 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42198.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42291.585938 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -42291.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42463.007812 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42463.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42545.867188 Penalty: 2054.249756
	Iteration 5F: 3 clusters Score -42545.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42629.574219 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42629.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42692.535156 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42692.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42706.070312 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42706.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42716.867188 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42716.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42730.851562 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42730.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42742.035156 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42742.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42742.035156 Penalty: 2054.249756
	Iteration 12F: 3 clusters Score -42742.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (60522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Entering Unmasked Estep 
Score: -8074109.000000 Penalty: 1789.248901
	Iteration 0F: 2 clusters Score -8074109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -8037550.500000 Penalty: 3578.497803
	Iteration 0F: 3 clusters Score -8037550 nChanged 28535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -8053402.500000 Penalty: 3578.497803
	Iteration 1F: 3 clusters Score -8053402 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8053900.000000 Penalty: 3578.497803
	Iteration 2Q: 3 clusters Score -8053900 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8054391.500000 Penalty: 3578.497803
	Iteration 3Q: 3 clusters Score -8054392 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -8054899.000000 Penalty: 3578.497803
	Iteration 4Q: 3 clusters Score -8054899 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -8055718.000000 Penalty: 3578.497803
	Iteration 5Q: 3 clusters Score -8055718 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -8056726.000000 Penalty: 3578.497803
	Iteration 6Q: 3 clusters Score -8056726 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8058193.000000 Penalty: 3578.497803
	Iteration 7Q: 3 clusters Score -8058193 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -8060094.500000 Penalty: 3578.497803
	Iteration 8F: 3 clusters Score -8060094 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -8062464.000000 Penalty: 3578.497803
	Iteration 9F: 3 clusters Score -8062464 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -8064660.000000 Penalty: 3578.497803
	Iteration 10F: 3 clusters Score -8064660 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -8066507.500000 Penalty: 3578.497803
	Iteration 11Q: 3 clusters Score -8066508 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -8067909.000000 Penalty: 3578.497803
	Iteration 12Q: 3 clusters Score -8067909 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -8068986.000000 Penalty: 3578.497803
	Iteration 13Q: 3 clusters Score -8068986 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8069716.000000 Penalty: 3578.497803
	Iteration 14Q: 3 clusters Score -8069716 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -8070262.000000 Penalty: 3578.497803
	Iteration 15Q: 3 clusters Score -8070262 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8070644.500000 Penalty: 3578.497803
	Iteration 16Q: 3 clusters Score -8070644 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8070959.500000 Penalty: 3578.497803
	Iteration 17Q: 3 clusters Score -8070960 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -8071228.500000 Penalty: 3578.497803
	Iteration 18Q: 3 clusters Score -8071228 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8071418.000000 Penalty: 3578.497803
	Iteration 19Q: 3 clusters Score -8071418 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8071567.500000 Penalty: 3578.497803
	Iteration 20F: 3 clusters Score -8071568 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8071710.000000 Penalty: 3578.497803
	Iteration 21Q: 3 clusters Score -8071710 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8071806.000000 Penalty: 3578.497803
	Iteration 22Q: 3 clusters Score -8071806 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -8071911.500000 Penalty: 3578.497803
	Iteration 23Q: 3 clusters Score -8071912 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -8071983.000000 Penalty: 3578.497803
	Iteration 24Q: 3 clusters Score -8071983 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -8072014.000000 Penalty: 3578.497803
	Iteration 25Q: 3 clusters Score -8072014 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8072065.000000 Penalty: 3578.497803
	Iteration 26Q: 3 clusters Score -8072065 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8072090.000000 Penalty: 3578.497803
	Iteration 27Q: 3 clusters Score -8072090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -8072135.000000 Penalty: 3578.497803
	Iteration 28Q: 3 clusters Score -8072135 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8072107.000000 Penalty: 3578.497803
	Iteration 29Q: 3 clusters Score -8072107 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -8072149.500000 Penalty: 3578.497803
	Iteration 30Q: 3 clusters Score -8072150 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -8072132.500000 Penalty: 3578.497803
	Iteration 31Q: 3 clusters Score -8072132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8072165.500000 Penalty: 3578.497803
	Iteration 32Q: 3 clusters Score -8072166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -8072178.500000 Penalty: 3578.497803
	Iteration 33Q: 3 clusters Score -8072178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8072166.500000 Penalty: 3578.497803
	Iteration 34Q: 3 clusters Score -8072166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8072170.500000 Penalty: 3578.497803
	Iteration 35Q: 3 clusters Score -8072170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -8072193.000000 Penalty: 3578.497803
	Iteration 36Q: 3 clusters Score -8072193 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -8072223.500000 Penalty: 3578.497803
	Iteration 37Q: 3 clusters Score -8072224 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8072194.000000 Penalty: 3578.497803
	Iteration 38Q: 3 clusters Score -8072194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -8072209.500000 Penalty: 3578.497803
	Iteration 39Q: 3 clusters Score -8072210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8072227.000000 Penalty: 3578.497803
	Iteration 40F: 3 clusters Score -8072227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -8072228.000000 Penalty: 3578.497803
	Iteration 41Q: 3 clusters Score -8072228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -8072284.500000 Penalty: 3578.497803
	Iteration 42Q: 3 clusters Score -8072284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -8072320.500000 Penalty: 3578.497803
	Iteration 43Q: 3 clusters Score -8072320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8072321.500000 Penalty: 3578.497803
	Iteration 44Q: 3 clusters Score -8072322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8072348.000000 Penalty: 3578.497803
	Iteration 45Q: 3 clusters Score -8072348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -8072370.500000 Penalty: 3578.497803
	Iteration 46Q: 3 clusters Score -8072370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8072380.000000 Penalty: 3578.497803
	Iteration 47Q: 3 clusters Score -8072380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -8072407.500000 Penalty: 3578.497803
	Iteration 48Q: 3 clusters Score -8072408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8072426.500000 Penalty: 3578.497803
	Iteration 49Q: 3 clusters Score -8072426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -8072424.000000 Penalty: 3578.497803
	Iteration 50Q: 3 clusters Score -8072424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -8072442.500000 Penalty: 3578.497803
	Iteration 51Q: 3 clusters Score -8072442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -8072484.000000 Penalty: 3578.497803
	Iteration 52Q: 3 clusters Score -8072484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -8072488.000000 Penalty: 3578.497803
	Iteration 53Q: 3 clusters Score -8072488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -8072448.000000 Penalty: 3578.497803
	Iteration 54Q: 3 clusters Score -8072448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -8072432.000000 Penalty: 3578.497803
	Iteration 55Q: 3 clusters Score -8072432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -8072472.500000 Penalty: 3578.497803
	Iteration 56Q: 3 clusters Score -8072472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8072451.500000 Penalty: 3578.497803
	Iteration 57Q: 3 clusters Score -8072452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -8072471.500000 Penalty: 3578.497803
	Iteration 58Q: 3 clusters Score -8072472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8072479.500000 Penalty: 3578.497803
	Iteration 59Q: 3 clusters Score -8072480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -8072474.000000 Penalty: 3578.497803
	Iteration 60F: 3 clusters Score -8072474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -8072501.000000 Penalty: 3578.497803
	Iteration 61Q: 3 clusters Score -8072501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -8072509.000000 Penalty: 3578.497803
	Iteration 62Q: 3 clusters Score -8072509 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -8072520.500000 Penalty: 3578.497803
	Iteration 63Q: 3 clusters Score -8072520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8072513.000000 Penalty: 3578.497803
	Iteration 64Q: 3 clusters Score -8072513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -8072505.000000 Penalty: 3578.497803
	Iteration 65Q: 3 clusters Score -8072505 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -8072516.500000 Penalty: 3578.497803
	Iteration 66Q: 3 clusters Score -8072516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8072520.000000 Penalty: 3578.497803
	Iteration 67Q: 3 clusters Score -8072520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8072534.500000 Penalty: 3578.497803
	Iteration 68Q: 3 clusters Score -8072534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -8072550.000000 Penalty: 3578.497803
	Iteration 69Q: 3 clusters Score -8072550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -8072569.000000 Penalty: 3578.497803
	Iteration 70Q: 3 clusters Score -8072569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8072556.500000 Penalty: 3578.497803
	Iteration 71Q: 3 clusters Score -8072556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -8072562.500000 Penalty: 3578.497803
	Iteration 72Q: 3 clusters Score -8072562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -8072575.500000 Penalty: 3578.497803
	Iteration 73Q: 3 clusters Score -8072576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -8072605.000000 Penalty: 3578.497803
	Iteration 74Q: 3 clusters Score -8072605 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -8072636.500000 Penalty: 3578.497803
	Iteration 75Q: 3 clusters Score -8072636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -8072657.500000 Penalty: 3578.497803
	Iteration 76Q: 3 clusters Score -8072658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8072669.500000 Penalty: 3578.497803
	Iteration 77Q: 3 clusters Score -8072670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8072670.000000 Penalty: 3578.497803
	Iteration 78Q: 3 clusters Score -8072670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -8072685.500000 Penalty: 3578.497803
	Iteration 79Q: 3 clusters Score -8072686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8072678.000000 Penalty: 3578.497803
	Iteration 80F: 3 clusters Score -8072678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -8072685.000000 Penalty: 3578.497803
	Iteration 81Q: 3 clusters Score -8072685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -8072705.000000 Penalty: 3578.497803
	Iteration 82Q: 3 clusters Score -8072705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -8072688.500000 Penalty: 3578.497803
	Iteration 83Q: 3 clusters Score -8072688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8072710.000000 Penalty: 3578.497803
	Iteration 84Q: 3 clusters Score -8072710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -8072691.000000 Penalty: 3578.497803
	Iteration 85Q: 3 clusters Score -8072691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -8072702.500000 Penalty: 3578.497803
	Iteration 86Q: 3 clusters Score -8072702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -8072695.500000 Penalty: 3578.497803
	Iteration 87Q: 3 clusters Score -8072696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -8072693.500000 Penalty: 3578.497803
	Iteration 88Q: 3 clusters Score -8072694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -8072701.500000 Penalty: 3578.497803
	Iteration 89Q: 3 clusters Score -8072702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -8072700.000000 Penalty: 3578.497803
	Iteration 90Q: 3 clusters Score -8072700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -8072708.000000 Penalty: 3578.497803
	Iteration 91Q: 3 clusters Score -8072708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -8072714.000000 Penalty: 3578.497803
	Iteration 92Q: 3 clusters Score -8072714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -8072713.500000 Penalty: 3578.497803
	Iteration 93Q: 3 clusters Score -8072714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -8072714.000000 Penalty: 3578.497803
	Iteration 94Q: 3 clusters Score -8072714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8072721.500000 Penalty: 3578.497803
	Iteration 95Q: 3 clusters Score -8072722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8072705.500000 Penalty: 3578.497803
	Iteration 96Q: 3 clusters Score -8072706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8072706.000000 Penalty: 3578.497803
	Iteration 97Q: 3 clusters Score -8072706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -8072725.500000 Penalty: 3578.497803
	Iteration 98Q: 3 clusters Score -8072726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -8072734.000000 Penalty: 3578.497803
	Iteration 99Q: 3 clusters Score -8072734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -8072738.500000 Penalty: 3578.497803
	Iteration 100F: 3 clusters Score -8072738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -8072735.500000 Penalty: 3578.497803
	Iteration 101Q: 3 clusters Score -8072736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -8072727.500000 Penalty: 3578.497803
	Iteration 102Q: 3 clusters Score -8072728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -8072727.000000 Penalty: 3578.497803
	Iteration 103Q: 3 clusters Score -8072727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8072720.500000 Penalty: 3578.497803
	Iteration 104Q: 3 clusters Score -8072720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -8072720.000000 Penalty: 3578.497803
	Iteration 105Q: 3 clusters Score -8072720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -8072713.500000 Penalty: 3578.497803
	Iteration 106Q: 3 clusters Score -8072714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -8072721.500000 Penalty: 3578.497803
	Iteration 107Q: 3 clusters Score -8072722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -8072731.500000 Penalty: 3578.497803
	Iteration 108Q: 3 clusters Score -8072732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8072731.000000 Penalty: 3578.497803
	Iteration 109Q: 3 clusters Score -8072731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -8072736.000000 Penalty: 3578.497803
	Iteration 110Q: 3 clusters Score -8072736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8072731.500000 Penalty: 3578.497803
	Iteration 111Q: 3 clusters Score -8072732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -8072732.000000 Penalty: 3578.497803
	Iteration 112Q: 3 clusters Score -8072732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -8072726.500000 Penalty: 3578.497803
	Iteration 113Q: 3 clusters Score -8072726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -8072725.000000 Penalty: 3578.497803
	Iteration 114Q: 3 clusters Score -8072725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -8072733.000000 Penalty: 3578.497803
	Iteration 115Q: 3 clusters Score -8072733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -8072730.000000 Penalty: 3578.497803
	Iteration 116Q: 3 clusters Score -8072730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -8072730.000000 Penalty: 3578.497803
	Iteration 117Q: 3 clusters Score -8072730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -8072717.000000 Penalty: 3578.497803
	Iteration 118Q: 3 clusters Score -8072717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -8072721.000000 Penalty: 3578.497803
	Iteration 119Q: 3 clusters Score -8072721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -8072709.500000 Penalty: 3578.497803
	Iteration 120F: 3 clusters Score -8072710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -8072711.000000 Penalty: 3578.497803
	Iteration 121Q: 3 clusters Score -8072711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -8072711.500000 Penalty: 3578.497803
	Iteration 122Q: 3 clusters Score -8072712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -8072728.500000 Penalty: 3578.497803
	Iteration 123Q: 3 clusters Score -8072728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -8072719.500000 Penalty: 3578.497803
	Iteration 124Q: 3 clusters Score -8072720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -8072706.000000 Penalty: 3578.497803
	Iteration 125Q: 3 clusters Score -8072706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -8072714.500000 Penalty: 3578.497803
	Iteration 126Q: 3 clusters Score -8072714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -8072723.500000 Penalty: 3578.497803
	Iteration 127Q: 3 clusters Score -8072724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -8072715.000000 Penalty: 3578.497803
	Iteration 128Q: 3 clusters Score -8072715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -8072720.000000 Penalty: 3578.497803
	Iteration 129Q: 3 clusters Score -8072720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -8072724.000000 Penalty: 3578.497803
	Iteration 130Q: 3 clusters Score -8072724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -8072721.500000 Penalty: 3578.497803
	Iteration 131Q: 3 clusters Score -8072722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -8072733.000000 Penalty: 3578.497803
	Iteration 132Q: 3 clusters Score -8072733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -8072733.000000 Penalty: 3578.497803
	Iteration 133Q: 3 clusters Score -8072733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -8072725.500000 Penalty: 3578.497803
	Iteration 134Q: 3 clusters Score -8072726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8072731.500000 Penalty: 3578.497803
	Iteration 135Q: 3 clusters Score -8072732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -8072727.500000 Penalty: 3578.497803
	Iteration 136Q: 3 clusters Score -8072728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -8072731.500000 Penalty: 3578.497803
	Iteration 137Q: 3 clusters Score -8072732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -8072724.000000 Penalty: 3578.497803
	Iteration 138Q: 3 clusters Score -8072724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -8072726.500000 Penalty: 3578.497803
	Iteration 139Q: 3 clusters Score -8072726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -8072717.500000 Penalty: 3578.497803
	Iteration 140F: 3 clusters Score -8072718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8072719.500000 Penalty: 3578.497803
	Iteration 141Q: 3 clusters Score -8072720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -8072711.500000 Penalty: 3578.497803
	Iteration 142Q: 3 clusters Score -8072712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -8072713.000000 Penalty: 3578.497803
	Iteration 143Q: 3 clusters Score -8072713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -8072720.500000 Penalty: 3578.497803
	Iteration 144Q: 3 clusters Score -8072720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -8072708.000000 Penalty: 3578.497803
	Iteration 145Q: 3 clusters Score -8072708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -8072714.000000 Penalty: 3578.497803
	Iteration 146Q: 3 clusters Score -8072714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -8072700.000000 Penalty: 3578.497803
	Iteration 147Q: 3 clusters Score -8072700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -8072697.000000 Penalty: 3578.497803
	Iteration 148Q: 3 clusters Score -8072697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -8072707.000000 Penalty: 3578.497803
	Iteration 149Q: 3 clusters Score -8072707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8072711.500000 Penalty: 3578.497803
	Iteration 150Q: 3 clusters Score -8072712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -8072707.500000 Penalty: 3578.497803
	Iteration 151Q: 3 clusters Score -8072708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -8072707.500000 Penalty: 3578.497803
	Iteration 152Q: 3 clusters Score -8072708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -8072710.000000 Penalty: 3578.497803
	Iteration 153Q: 3 clusters Score -8072710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -8072713.500000 Penalty: 3578.497803
	Iteration 154Q: 3 clusters Score -8072714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -8072705.000000 Penalty: 3578.497803
	Iteration 155Q: 3 clusters Score -8072705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -8072713.000000 Penalty: 3578.497803
	Iteration 156Q: 3 clusters Score -8072713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -8072717.000000 Penalty: 3578.497803
	Iteration 157Q: 3 clusters Score -8072717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -8072723.000000 Penalty: 3578.497803
	Iteration 158Q: 3 clusters Score -8072723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -8072723.500000 Penalty: 3578.497803
	Iteration 159Q: 3 clusters Score -8072724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -8072727.500000 Penalty: 3578.497803
	Iteration 160F: 3 clusters Score -8072728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -8072724.500000 Penalty: 3578.497803
	Iteration 161Q: 3 clusters Score -8072724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -8072733.000000 Penalty: 3578.497803
	Iteration 162Q: 3 clusters Score -8072733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8072735.500000 Penalty: 3578.497803
	Iteration 163Q: 3 clusters Score -8072736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -8072739.500000 Penalty: 3578.497803
	Iteration 164Q: 3 clusters Score -8072740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -8072750.500000 Penalty: 3578.497803
	Iteration 165Q: 3 clusters Score -8072750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -8072746.000000 Penalty: 3578.497803
	Iteration 166Q: 3 clusters Score -8072746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8072757.000000 Penalty: 3578.497803
	Iteration 167Q: 3 clusters Score -8072757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -8072745.000000 Penalty: 3578.497803
	Iteration 168Q: 3 clusters Score -8072745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -8072751.500000 Penalty: 3578.497803
	Iteration 169Q: 3 clusters Score -8072752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -8072752.000000 Penalty: 3578.497803
	Iteration 170Q: 3 clusters Score -8072752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -8072760.000000 Penalty: 3578.497803
	Iteration 171Q: 3 clusters Score -8072760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8072736.500000 Penalty: 3578.497803
	Iteration 172Q: 3 clusters Score -8072736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -8072743.500000 Penalty: 3578.497803
	Iteration 173Q: 3 clusters Score -8072744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -8072749.500000 Penalty: 3578.497803
	Iteration 174Q: 3 clusters Score -8072750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -8072760.000000 Penalty: 3578.497803
	Iteration 175Q: 3 clusters Score -8072760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -8072758.000000 Penalty: 3578.497803
	Iteration 176Q: 3 clusters Score -8072758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -8072761.000000 Penalty: 3578.497803
	Iteration 177Q: 3 clusters Score -8072761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -8072754.000000 Penalty: 3578.497803
	Iteration 178Q: 3 clusters Score -8072754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -8072746.000000 Penalty: 3578.497803
	Iteration 179Q: 3 clusters Score -8072746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -8072749.500000 Penalty: 3578.497803
	Iteration 180F: 3 clusters Score -8072750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -8072743.500000 Penalty: 3578.497803
	Iteration 181Q: 3 clusters Score -8072744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -8072749.000000 Penalty: 3578.497803
	Iteration 182Q: 3 clusters Score -8072749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -8072749.500000 Penalty: 3578.497803
	Iteration 183Q: 3 clusters Score -8072750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -8072738.000000 Penalty: 3578.497803
	Iteration 184Q: 3 clusters Score -8072738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8072738.500000 Penalty: 3578.497803
	Iteration 185Q: 3 clusters Score -8072738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -8072743.500000 Penalty: 3578.497803
	Iteration 186Q: 3 clusters Score -8072744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -8072744.000000 Penalty: 3578.497803
	Iteration 187Q: 3 clusters Score -8072744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -8072751.500000 Penalty: 3578.497803
	Iteration 188Q: 3 clusters Score -8072752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -8072745.500000 Penalty: 3578.497803
	Iteration 189Q: 3 clusters Score -8072746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -8072744.500000 Penalty: 3578.497803
	Iteration 190Q: 3 clusters Score -8072744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -8072739.500000 Penalty: 3578.497803
	Iteration 191Q: 3 clusters Score -8072740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -8072742.000000 Penalty: 3578.497803
	Iteration 192Q: 3 clusters Score -8072742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -8072729.000000 Penalty: 3578.497803
	Iteration 193Q: 3 clusters Score -8072729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -8072733.500000 Penalty: 3578.497803
	Iteration 194Q: 3 clusters Score -8072734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -8072739.500000 Penalty: 3578.497803
	Iteration 195Q: 3 clusters Score -8072740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -8072749.000000 Penalty: 3578.497803
	Iteration 196Q: 3 clusters Score -8072749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -8072754.500000 Penalty: 3578.497803
	Iteration 197Q: 3 clusters Score -8072754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8072744.000000 Penalty: 3578.497803
	Iteration 198Q: 3 clusters Score -8072744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -8072751.000000 Penalty: 3578.497803
	Iteration 199Q: 3 clusters Score -8072751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -8072744.000000 Penalty: 3578.497803
	Iteration 200F: 3 clusters Score -8072744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -8072739.000000 Penalty: 3578.497803
	Iteration 201Q: 3 clusters Score -8072739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -8072742.500000 Penalty: 3578.497803
	Iteration 202Q: 3 clusters Score -8072742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -8072742.500000 Penalty: 3578.497803
	Iteration 203F: 3 clusters Score -8072742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -797592.250000 Penalty: 1414.400757
	Iteration 0F: 2 clusters Score -797592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -792916.250000 Penalty: 2828.801514
	Iteration 0F: 3 clusters Score -792916.2 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -794221.312500 Penalty: 2828.801514
	Iteration 1F: 3 clusters Score -794221.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -794415.687500 Penalty: 2828.801514
	Iteration 2F: 3 clusters Score -794415.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -794557.687500 Penalty: 2828.801514
	Iteration 3F: 3 clusters Score -794557.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -794662.125000 Penalty: 2828.801514
	Iteration 4Q: 3 clusters Score -794662.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -794728.375000 Penalty: 2828.801514
	Iteration 5Q: 3 clusters Score -794728.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -794785.812500 Penalty: 2828.801514
	Iteration 6Q: 3 clusters Score -794785.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -794826.937500 Penalty: 2828.801514
	Iteration 7Q: 3 clusters Score -794826.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -794856.625000 Penalty: 2828.801514
	Iteration 8Q: 3 clusters Score -794856.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -794878.000000 Penalty: 2828.801514
	Iteration 9Q: 3 clusters Score -794878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -794893.125000 Penalty: 2828.801514
	Iteration 10Q: 3 clusters Score -794893.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -794912.062500 Penalty: 2828.801514
	Iteration 11Q: 3 clusters Score -794912.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -794927.312500 Penalty: 2828.801514
	Iteration 12Q: 3 clusters Score -794927.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -794936.750000 Penalty: 2828.801514
	Iteration 13Q: 3 clusters Score -794936.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -794943.375000 Penalty: 2828.801514
	Iteration 14Q: 3 clusters Score -794943.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -794947.687500 Penalty: 2828.801514
	Iteration 15Q: 3 clusters Score -794947.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -794950.937500 Penalty: 2828.801514
	Iteration 16Q: 3 clusters Score -794950.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -794956.625000 Penalty: 2828.801514
	Iteration 17Q: 3 clusters Score -794956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -794959.312500 Penalty: 2828.801514
	Iteration 18Q: 3 clusters Score -794959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -794965.125000 Penalty: 2828.801514
	Iteration 19Q: 3 clusters Score -794965.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -794970.562500 Penalty: 2828.801514
	Iteration 20F: 3 clusters Score -794970.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -794973.312500 Penalty: 2828.801514
	Iteration 21Q: 3 clusters Score -794973.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -794977.625000 Penalty: 2828.801514
	Iteration 22Q: 3 clusters Score -794977.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -794982.937500 Penalty: 2828.801514
	Iteration 23Q: 3 clusters Score -794982.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -794987.875000 Penalty: 2828.801514
	Iteration 24Q: 3 clusters Score -794987.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -794992.812500 Penalty: 2828.801514
	Iteration 25Q: 3 clusters Score -794992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -794994.562500 Penalty: 2828.801514
	Iteration 26Q: 3 clusters Score -794994.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -794999.750000 Penalty: 2828.801514
	Iteration 27Q: 3 clusters Score -794999.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -795005.437500 Penalty: 2828.801514
	Iteration 28Q: 3 clusters Score -795005.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -795012.750000 Penalty: 2828.801514
	Iteration 29Q: 3 clusters Score -795012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -795021.500000 Penalty: 2828.801514
	Iteration 30Q: 3 clusters Score -795021.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -795023.875000 Penalty: 2828.801514
	Iteration 31Q: 3 clusters Score -795023.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -795030.437500 Penalty: 2828.801514
	Iteration 32Q: 3 clusters Score -795030.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -795037.750000 Penalty: 2828.801514
	Iteration 33Q: 3 clusters Score -795037.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -795045.875000 Penalty: 2828.801514
	Iteration 34Q: 3 clusters Score -795045.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -795057.875000 Penalty: 2828.801514
	Iteration 35Q: 3 clusters Score -795057.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -795067.875000 Penalty: 2828.801514
	Iteration 36Q: 3 clusters Score -795067.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -795079.437500 Penalty: 2828.801514
	Iteration 37Q: 3 clusters Score -795079.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -795093.937500 Penalty: 2828.801514
	Iteration 38Q: 3 clusters Score -795093.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -795110.937500 Penalty: 2828.801514
	Iteration 39Q: 3 clusters Score -795110.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -795133.250000 Penalty: 2828.801514
	Iteration 40F: 3 clusters Score -795133.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -795170.062500 Penalty: 2828.801514
	Iteration 41Q: 3 clusters Score -795170.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -795205.875000 Penalty: 2828.801514
	Iteration 42Q: 3 clusters Score -795205.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -795255.312500 Penalty: 2828.801514
	Iteration 43Q: 3 clusters Score -795255.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -795308.687500 Penalty: 2828.801514
	Iteration 44Q: 3 clusters Score -795308.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -795351.312500 Penalty: 2828.801514
	Iteration 45Q: 3 clusters Score -795351.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -795397.937500 Penalty: 2828.801514
	Iteration 46Q: 3 clusters Score -795397.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -795458.875000 Penalty: 2828.801514
	Iteration 47Q: 3 clusters Score -795458.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -795528.000000 Penalty: 2828.801514
	Iteration 48Q: 3 clusters Score -795528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -795607.875000 Penalty: 2828.801514
	Iteration 49Q: 3 clusters Score -795607.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -795683.937500 Penalty: 2828.801514
	Iteration 50Q: 3 clusters Score -795683.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -795772.187500 Penalty: 2828.801514
	Iteration 51Q: 3 clusters Score -795772.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -795857.375000 Penalty: 2828.801514
	Iteration 52Q: 3 clusters Score -795857.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -795915.250000 Penalty: 2828.801514
	Iteration 53Q: 3 clusters Score -795915.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -795990.875000 Penalty: 2828.801514
	Iteration 54Q: 3 clusters Score -795990.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -796047.062500 Penalty: 2828.801514
	Iteration 55Q: 3 clusters Score -796047.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -796103.937500 Penalty: 2828.801514
	Iteration 56Q: 3 clusters Score -796103.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -796144.687500 Penalty: 2828.801514
	Iteration 57Q: 3 clusters Score -796144.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -796171.687500 Penalty: 2828.801514
	Iteration 58Q: 3 clusters Score -796171.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -796200.437500 Penalty: 2828.801514
	Iteration 59Q: 3 clusters Score -796200.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -796225.312500 Penalty: 2828.801514
	Iteration 60F: 3 clusters Score -796225.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -796250.562500 Penalty: 2828.801514
	Iteration 61Q: 3 clusters Score -796250.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -796266.250000 Penalty: 2828.801514
	Iteration 62Q: 3 clusters Score -796266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -796272.937500 Penalty: 2828.801514
	Iteration 63Q: 3 clusters Score -796272.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -796283.000000 Penalty: 2828.801514
	Iteration 64Q: 3 clusters Score -796283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -796292.437500 Penalty: 2828.801514
	Iteration 65Q: 3 clusters Score -796292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -796296.750000 Penalty: 2828.801514
	Iteration 66Q: 3 clusters Score -796296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -796297.937500 Penalty: 2828.801514
	Iteration 67Q: 3 clusters Score -796297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -796301.500000 Penalty: 2828.801514
	Iteration 68Q: 3 clusters Score -796301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -796306.875000 Penalty: 2828.801514
	Iteration 69Q: 3 clusters Score -796306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -796312.437500 Penalty: 2828.801514
	Iteration 70Q: 3 clusters Score -796312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -796317.750000 Penalty: 2828.801514
	Iteration 71Q: 3 clusters Score -796317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -796322.750000 Penalty: 2828.801514
	Iteration 72Q: 3 clusters Score -796322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -796328.687500 Penalty: 2828.801514
	Iteration 73Q: 3 clusters Score -796328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -796334.312500 Penalty: 2828.801514
	Iteration 74Q: 3 clusters Score -796334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -796336.500000 Penalty: 2828.801514
	Iteration 75Q: 3 clusters Score -796336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -796339.875000 Penalty: 2828.801514
	Iteration 76Q: 3 clusters Score -796339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -796342.500000 Penalty: 2828.801514
	Iteration 77Q: 3 clusters Score -796342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -796345.875000 Penalty: 2828.801514
	Iteration 78Q: 3 clusters Score -796345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -796350.625000 Penalty: 2828.801514
	Iteration 79Q: 3 clusters Score -796350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -796352.187500 Penalty: 2828.801514
	Iteration 80F: 3 clusters Score -796352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -796354.000000 Penalty: 2828.801514
	Iteration 81Q: 3 clusters Score -796354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -796358.500000 Penalty: 2828.801514
	Iteration 82Q: 3 clusters Score -796358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -796360.687500 Penalty: 2828.801514
	Iteration 83Q: 3 clusters Score -796360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -796360.687500 Penalty: 2828.801514
	Iteration 84F: 3 clusters Score -796360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7162.926758 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7162.927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7245.271973 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7245.272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7257.322266 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -7257.322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7265.107422 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7265.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7272.852051 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7272.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7272.852051 Penalty: 1676.692993
	Iteration 5F: 3 clusters Score -7272.852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22204.896484 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22204.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22344.359375 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22344.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22392.173828 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22392.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22442.429688 Penalty: 1771.587524
	Iteration 3F: 3 clusters Score -22442.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22473.396484 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22495.662109 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22495.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22529.291016 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22529.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22529.291016 Penalty: 1771.587524
	Iteration 7F: 3 clusters Score -22529.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38800.152344 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38800.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38881.105469 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38881.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38917.582031 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -38917.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38930.921875 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -38930.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38952.406250 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -38952.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38973.101562 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -38973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38987.347656 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -38987.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38991.882812 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -38991.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38993.300781 Penalty: 1825.450684
	Iteration 8Q: 3 clusters Score -38993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38993.878906 Penalty: 1825.450684
	Iteration 9Q: 3 clusters Score -38993.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38996.664062 Penalty: 1825.450684
	Iteration 10Q: 3 clusters Score -38996.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39005.519531 Penalty: 1825.450684
	Iteration 11Q: 3 clusters Score -39005.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39005.816406 Penalty: 1825.450684
	Iteration 12Q: 3 clusters Score -39005.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39005.816406 Penalty: 1825.450684
	Iteration 13F: 3 clusters Score -39005.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (73571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Entering Unmasked Estep 
Score: -9847324.000000 Penalty: 1820.975952
	Iteration 0F: 2 clusters Score -9847324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9804335.000000 Penalty: 3641.951904
	Iteration 0F: 3 clusters Score -9804335 nChanged 34985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -9824841.000000 Penalty: 3641.951904
	Iteration 1F: 3 clusters Score -9824841 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -9825813.000000 Penalty: 3641.951904
	Iteration 2Q: 3 clusters Score -9825813 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -9827367.000000 Penalty: 3641.951904
	Iteration 3Q: 3 clusters Score -9827367 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9829557.000000 Penalty: 3641.951904
	Iteration 4F: 3 clusters Score -9829557 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -9832560.000000 Penalty: 3641.951904
	Iteration 5F: 3 clusters Score -9832560 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -9836000.000000 Penalty: 3641.951904
	Iteration 6F: 3 clusters Score -9836000 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -9839378.000000 Penalty: 3641.951904
	Iteration 7F: 3 clusters Score -9839378 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -9842224.000000 Penalty: 3641.951904
	Iteration 8F: 3 clusters Score -9842224 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -9844298.000000 Penalty: 3641.951904
	Iteration 9Q: 3 clusters Score -9844298 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -9845673.000000 Penalty: 3641.951904
	Iteration 10Q: 3 clusters Score -9845673 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9846054.000000 Penalty: 3641.951904
	Iteration 11Q: 3 clusters Score -9846054 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9845934.000000 Penalty: 3641.951904
	Iteration 12Q: 3 clusters Score -9845934 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9845722.000000 Penalty: 3641.951904
	Iteration 13Q: 3 clusters Score -9845722 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9845723.000000 Penalty: 3641.951904
	Iteration 14Q: 3 clusters Score -9845723 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9845737.000000 Penalty: 3641.951904
	Iteration 15Q: 3 clusters Score -9845737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9845746.000000 Penalty: 3641.951904
	Iteration 16Q: 3 clusters Score -9845746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9845763.000000 Penalty: 3641.951904
	Iteration 17Q: 3 clusters Score -9845763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9845781.000000 Penalty: 3641.951904
	Iteration 18Q: 3 clusters Score -9845781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9845795.000000 Penalty: 3641.951904
	Iteration 19Q: 3 clusters Score -9845795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9845801.000000 Penalty: 3641.951904
	Iteration 20F: 3 clusters Score -9845801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9845795.000000 Penalty: 3641.951904
	Iteration 21Q: 3 clusters Score -9845795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9845793.000000 Penalty: 3641.951904
	Iteration 22Q: 3 clusters Score -9845793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9845802.000000 Penalty: 3641.951904
	Iteration 23Q: 3 clusters Score -9845802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9845809.000000 Penalty: 3641.951904
	Iteration 24Q: 3 clusters Score -9845809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9845811.000000 Penalty: 3641.951904
	Iteration 25Q: 3 clusters Score -9845811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9845815.000000 Penalty: 3641.951904
	Iteration 26Q: 3 clusters Score -9845815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9845815.000000 Penalty: 3641.951904
	Iteration 27F: 3 clusters Score -9845815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (59502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Entering Unmasked Estep 
Score: -7897782.500000 Penalty: 1786.486816
	Iteration 0F: 2 clusters Score -7897782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -7859050.500000 Penalty: 3572.973633
	Iteration 0F: 3 clusters Score -7859050 nChanged 28075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7874626.500000 Penalty: 3572.973633
	Iteration 1F: 3 clusters Score -7874626 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -7875119.000000 Penalty: 3572.973633
	Iteration 2Q: 3 clusters Score -7875119 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -7875659.500000 Penalty: 3572.973633
	Iteration 3Q: 3 clusters Score -7875660 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -7876468.500000 Penalty: 3572.973633
	Iteration 4Q: 3 clusters Score -7876468 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -7877895.500000 Penalty: 3572.973633
	Iteration 5Q: 3 clusters Score -7877896 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7880152.500000 Penalty: 3572.973633
	Iteration 6F: 3 clusters Score -7880152 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -7884104.000000 Penalty: 3572.973633
	Iteration 7F: 3 clusters Score -7884104 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7888918.000000 Penalty: 3572.973633
	Iteration 8F: 3 clusters Score -7888918 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7892645.000000 Penalty: 3572.973633
	Iteration 9F: 3 clusters Score -7892645 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7894794.500000 Penalty: 3572.973633
	Iteration 10Q: 3 clusters Score -7894794 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7895642.000000 Penalty: 3572.973633
	Iteration 11Q: 3 clusters Score -7895642 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7895978.500000 Penalty: 3572.973633
	Iteration 12Q: 3 clusters Score -7895978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7896067.500000 Penalty: 3572.973633
	Iteration 13Q: 3 clusters Score -7896068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7896118.000000 Penalty: 3572.973633
	Iteration 14Q: 3 clusters Score -7896118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7896146.500000 Penalty: 3572.973633
	Iteration 15Q: 3 clusters Score -7896146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7896174.000000 Penalty: 3572.973633
	Iteration 16Q: 3 clusters Score -7896174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7896209.500000 Penalty: 3572.973633
	Iteration 17Q: 3 clusters Score -7896210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7896218.500000 Penalty: 3572.973633
	Iteration 18Q: 3 clusters Score -7896218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7896229.000000 Penalty: 3572.973633
	Iteration 19Q: 3 clusters Score -7896229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7896241.000000 Penalty: 3572.973633
	Iteration 20F: 3 clusters Score -7896241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7896241.500000 Penalty: 3572.973633
	Iteration 21Q: 3 clusters Score -7896242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7896241.500000 Penalty: 3572.973633
	Iteration 22Q: 3 clusters Score -7896242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7896241.500000 Penalty: 3572.973633
	Iteration 23F: 3 clusters Score -7896242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 62408 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30700 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30881 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56957 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2956 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20519 members 
Mstep: Class 41 contains 88468 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60522 members 
Mstep: Class 45 contains 6027 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73571 members 
Mstep: Class 50 contains 59502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949112.000000 Penalty: 108896.726562
Iteration 359Q: 51 clusters Score -8.594911e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 62478 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68562 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30691 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 30984 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57036 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2954 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20516 members 
Mstep: Class 41 contains 88499 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60455 members 
Mstep: Class 45 contains 6023 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73294 members 
Mstep: Class 50 contains 59598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949240.000000 Penalty: 108896.726562
Iteration 360F: 51 clusters Score -8.594924e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 10959 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 62547 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68569 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30670 members 
Mstep: Class 27 contains 2337 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31093 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57127 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2952 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20517 members 
Mstep: Class 41 contains 88497 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60431 members 
Mstep: Class 45 contains 6022 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 73015 members 
Mstep: Class 50 contains 59674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949192.000000 Penalty: 108896.726562
Iteration 361Q: 51 clusters Score -8.594919e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 62612 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68570 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30654 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31223 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57211 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2950 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20510 members 
Mstep: Class 41 contains 88465 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60434 members 
Mstep: Class 45 contains 6022 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 72726 members 
Mstep: Class 50 contains 59757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949264.000000 Penalty: 108896.726562
Iteration 362Q: 51 clusters Score -8.594926e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68571 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30642 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31343 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57237 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20506 members 
Mstep: Class 41 contains 88453 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60415 members 
Mstep: Class 45 contains 6020 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 72480 members 
Mstep: Class 50 contains 59870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949168.000000 Penalty: 108896.726562
Iteration 363Q: 51 clusters Score -8.594917e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 62732 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68581 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30644 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31489 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57246 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20500 members 
Mstep: Class 41 contains 88432 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60378 members 
Mstep: Class 45 contains 6018 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 72246 members 
Mstep: Class 50 contains 59980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949320.000000 Penalty: 108896.726562
Iteration 364Q: 51 clusters Score -8.594932e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 62839 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68592 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30640 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31622 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57271 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2947 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20496 members 
Mstep: Class 41 contains 88404 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60358 members 
Mstep: Class 45 contains 6019 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 71978 members 
Mstep: Class 50 contains 60065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949256.000000 Penalty: 108896.726562
Iteration 365Q: 51 clusters Score -8.594926e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 10964 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10145 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 62957 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68599 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30636 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31745 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57306 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2945 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20488 members 
Mstep: Class 41 contains 88396 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60350 members 
Mstep: Class 45 contains 6022 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 71658 members 
Mstep: Class 50 contains 60153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949016.000000 Penalty: 108896.726562
Iteration 366Q: 51 clusters Score -8.594902e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8709 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 15001 members 
Mstep: Class 14 contains 63046 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8897 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30637 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31862 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57347 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2943 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20489 members 
Mstep: Class 41 contains 88397 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60317 members 
Mstep: Class 45 contains 6023 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 71355 members 
Mstep: Class 50 contains 60264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948992.000000 Penalty: 108896.726562
Iteration 367Q: 51 clusters Score -8.594899e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 10987 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 15001 members 
Mstep: Class 14 contains 63110 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68587 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30635 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 31979 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57389 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2942 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20485 members 
Mstep: Class 41 contains 88405 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60234 members 
Mstep: Class 45 contains 6022 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 71129 members 
Mstep: Class 50 contains 60370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948880.000000 Penalty: 108896.726562
Iteration 368Q: 51 clusters Score -8.594888e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 11000 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10139 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 63164 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68578 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30631 members 
Mstep: Class 27 contains 2351 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32108 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57417 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20488 members 
Mstep: Class 41 contains 88417 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60193 members 
Mstep: Class 45 contains 6020 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70886 members 
Mstep: Class 50 contains 60468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949168.000000 Penalty: 108896.726562
Iteration 369Q: 51 clusters Score -8.594917e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 11006 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 15001 members 
Mstep: Class 14 contains 63226 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68581 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30630 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32235 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57423 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20487 members 
Mstep: Class 41 contains 88416 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60154 members 
Mstep: Class 45 contains 6016 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70699 members 
Mstep: Class 50 contains 60552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949008.000000 Penalty: 108896.726562
Iteration 370Q: 51 clusters Score -8.594901e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 63252 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68579 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30625 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32359 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57421 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20492 members 
Mstep: Class 41 contains 88393 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60113 members 
Mstep: Class 45 contains 6008 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70581 members 
Mstep: Class 50 contains 60617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949160.000000 Penalty: 108896.726562
Iteration 371Q: 51 clusters Score -8.594916e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 63276 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68579 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30620 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32485 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57401 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20495 members 
Mstep: Class 41 contains 88375 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60078 members 
Mstep: Class 45 contains 5999 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70460 members 
Mstep: Class 50 contains 60680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949312.000000 Penalty: 108896.726562
Iteration 372Q: 51 clusters Score -8.594931e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 63313 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68572 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30628 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32617 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57386 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20490 members 
Mstep: Class 41 contains 88383 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60033 members 
Mstep: Class 45 contains 5997 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70301 members 
Mstep: Class 50 contains 60744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949448.000000 Penalty: 108896.726562
Iteration 373Q: 51 clusters Score -8.594945e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 63337 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68570 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30632 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32734 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57396 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20491 members 
Mstep: Class 41 contains 88375 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 60005 members 
Mstep: Class 45 contains 5995 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 70143 members 
Mstep: Class 50 contains 60805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949568.000000 Penalty: 108896.726562
Iteration 374Q: 51 clusters Score -8.594957e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 63395 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68573 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30630 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32846 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57412 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20486 members 
Mstep: Class 41 contains 88351 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59957 members 
Mstep: Class 45 contains 5987 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69976 members 
Mstep: Class 50 contains 60878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949656.000000 Penalty: 108896.726562
Iteration 375Q: 51 clusters Score -8.594966e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8705 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 63443 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68574 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30637 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 32953 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57445 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2939 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20480 members 
Mstep: Class 41 contains 88343 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59910 members 
Mstep: Class 45 contains 5983 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69774 members 
Mstep: Class 50 contains 60963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949648.000000 Penalty: 108896.726562
Iteration 376Q: 51 clusters Score -8.594965e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 63471 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68574 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30633 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 33066 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57486 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2939 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20479 members 
Mstep: Class 41 contains 88336 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59867 members 
Mstep: Class 45 contains 5972 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69545 members 
Mstep: Class 50 contains 61098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949888.000000 Penalty: 108896.726562
Iteration 377Q: 51 clusters Score -8.594989e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 11088 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 63508 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68582 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30620 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 33166 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57521 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2938 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20480 members 
Mstep: Class 41 contains 88360 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59797 members 
Mstep: Class 45 contains 5968 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69322 members 
Mstep: Class 50 contains 61248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949880.000000 Penalty: 108896.726562
Iteration 378Q: 51 clusters Score -8.594988e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 63555 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68596 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30604 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 33268 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57545 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2938 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20475 members 
Mstep: Class 41 contains 88359 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59717 members 
Mstep: Class 45 contains 5962 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69171 members 
Mstep: Class 50 contains 61344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949896.000000 Penalty: 108896.726562
Iteration 379Q: 51 clusters Score -8.59499e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 11097 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 63593 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68606 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30594 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 33378 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57560 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2938 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20467 members 
Mstep: Class 41 contains 88346 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59646 members 
Mstep: Class 45 contains 5959 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 69026 members 
Mstep: Class 50 contains 61448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949984.000000 Penalty: 108896.726562
Iteration 380F: 51 clusters Score -8.594998e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 63630 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68608 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30584 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 33478 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57578 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2937 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20459 members 
Mstep: Class 41 contains 88326 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59559 members 
Mstep: Class 45 contains 5951 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68886 members 
Mstep: Class 50 contains 61575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950144.000000 Penalty: 108896.726562
Iteration 381Q: 51 clusters Score -8.595014e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 63659 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68594 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30570 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 33585 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57602 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2936 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20447 members 
Mstep: Class 41 contains 88312 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59477 members 
Mstep: Class 45 contains 5941 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68801 members 
Mstep: Class 50 contains 61665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950328.000000 Penalty: 108896.726562
Iteration 382Q: 51 clusters Score -8.595033e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 63698 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68587 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30553 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 33684 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57613 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2931 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20442 members 
Mstep: Class 41 contains 88310 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59384 members 
Mstep: Class 45 contains 5941 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68707 members 
Mstep: Class 50 contains 61753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950296.000000 Penalty: 108896.726562
Iteration 383Q: 51 clusters Score -8.59503e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 11128 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 63740 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68584 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30542 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 33790 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57630 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2928 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20440 members 
Mstep: Class 41 contains 88303 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59278 members 
Mstep: Class 45 contains 5938 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68620 members 
Mstep: Class 50 contains 61818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950392.000000 Penalty: 108896.726562
Iteration 384Q: 51 clusters Score -8.595039e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 63787 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68578 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30536 members 
Mstep: Class 27 contains 2352 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 33892 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57657 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2922 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20436 members 
Mstep: Class 41 contains 88309 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59185 members 
Mstep: Class 45 contains 5937 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68467 members 
Mstep: Class 50 contains 61924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950456.000000 Penalty: 108896.726562
Iteration 385Q: 51 clusters Score -8.595046e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 11166 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10141 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 14974 members 
Mstep: Class 14 contains 63853 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68571 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30531 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 33978 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2450 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57681 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2921 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20434 members 
Mstep: Class 41 contains 88319 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59086 members 
Mstep: Class 45 contains 5933 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68318 members 
Mstep: Class 50 contains 62019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950592.000000 Penalty: 108896.726562
Iteration 386Q: 51 clusters Score -8.595059e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 11180 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 63959 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68565 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30512 members 
Mstep: Class 27 contains 2351 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 34060 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57715 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2920 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20428 members 
Mstep: Class 41 contains 88296 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 59008 members 
Mstep: Class 45 contains 5926 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 68128 members 
Mstep: Class 50 contains 62145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950656.000000 Penalty: 108896.726562
Iteration 387Q: 51 clusters Score -8.595066e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 11188 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10140 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 64015 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68565 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30503 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 34148 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57745 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2916 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20422 members 
Mstep: Class 41 contains 88291 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58990 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67933 members 
Mstep: Class 50 contains 62256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950904.000000 Penalty: 108896.726562
Iteration 388Q: 51 clusters Score -8.59509e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10137 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 64062 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8930 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68562 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30494 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 34239 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57782 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2909 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20419 members 
Mstep: Class 41 contains 88305 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58951 members 
Mstep: Class 45 contains 5910 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67715 members 
Mstep: Class 50 contains 62378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951024.000000 Penalty: 108896.726562
Iteration 389Q: 51 clusters Score -8.595102e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8722 members 
Mstep: Class 5 contains 11212 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 64123 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68559 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30480 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 34334 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57803 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20412 members 
Mstep: Class 41 contains 88308 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58926 members 
Mstep: Class 45 contains 5908 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67501 members 
Mstep: Class 50 contains 62464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951040.000000 Penalty: 108896.726562
Iteration 390Q: 51 clusters Score -8.595104e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8722 members 
Mstep: Class 5 contains 11214 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 64175 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68548 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 34429 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57807 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20411 members 
Mstep: Class 41 contains 88313 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58912 members 
Mstep: Class 45 contains 5897 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67304 members 
Mstep: Class 50 contains 62561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951224.000000 Penalty: 108896.726562
Iteration 391Q: 51 clusters Score -8.595122e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 11213 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 64240 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68541 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30479 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 34525 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57795 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20415 members 
Mstep: Class 41 contains 88316 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58835 members 
Mstep: Class 45 contains 5888 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67145 members 
Mstep: Class 50 contains 62666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951304.000000 Penalty: 108896.726562
Iteration 392Q: 51 clusters Score -8.59513e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 11217 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 64301 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8935 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68530 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30478 members 
Mstep: Class 27 contains 2352 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 34630 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57793 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2890 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20417 members 
Mstep: Class 41 contains 88292 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58750 members 
Mstep: Class 45 contains 5878 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 67029 members 
Mstep: Class 50 contains 62749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951368.000000 Penalty: 108896.726562
Iteration 393Q: 51 clusters Score -8.595137e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 11227 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 3058 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 64362 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68525 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30477 members 
Mstep: Class 27 contains 2351 members 
Mstep: Class 28 contains 2110 members 
Mstep: Class 29 contains 34726 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57800 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2888 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20417 members 
Mstep: Class 41 contains 88280 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58670 members 
Mstep: Class 45 contains 5870 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66883 members 
Mstep: Class 50 contains 62838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951168.000000 Penalty: 108896.726562
Iteration 394Q: 51 clusters Score -8.595117e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 11239 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 64418 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68511 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30485 members 
Mstep: Class 27 contains 2352 members 
Mstep: Class 28 contains 2108 members 
Mstep: Class 29 contains 34824 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57796 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2885 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20421 members 
Mstep: Class 41 contains 88291 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58590 members 
Mstep: Class 45 contains 5868 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66744 members 
Mstep: Class 50 contains 62920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951272.000000 Penalty: 108896.726562
Iteration 395Q: 51 clusters Score -8.595127e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 14949 members 
Mstep: Class 14 contains 64492 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68504 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30492 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 34899 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57799 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2879 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20419 members 
Mstep: Class 41 contains 88300 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58504 members 
Mstep: Class 45 contains 5867 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66594 members 
Mstep: Class 50 contains 63000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951328.000000 Penalty: 108896.726562
Iteration 396Q: 51 clusters Score -8.595133e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 64541 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68487 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30486 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 34991 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57809 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2873 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20421 members 
Mstep: Class 41 contains 88317 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58444 members 
Mstep: Class 45 contains 5859 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66430 members 
Mstep: Class 50 contains 63099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951504.000000 Penalty: 108896.726562
Iteration 397Q: 51 clusters Score -8.59515e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 64602 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68480 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30479 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35089 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57822 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20423 members 
Mstep: Class 41 contains 88328 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58371 members 
Mstep: Class 45 contains 5843 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66255 members 
Mstep: Class 50 contains 63199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951384.000000 Penalty: 108896.726562
Iteration 398Q: 51 clusters Score -8.595138e+07 nChanged 1252
Entering ConstructFrom: 
Score: -85951384.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -97515.570312 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -97515.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96209.203125 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -96209.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96471.187500 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -96471.19 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96557.789062 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -96557.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96621.484375 Penalty: 2167.586914
	Iteration 3F: 3 clusters Score -96621.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96654.187500 Penalty: 2167.586914
	Iteration 4Q: 3 clusters Score -96654.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96683.015625 Penalty: 2167.586914
	Iteration 5Q: 3 clusters Score -96683.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96718.679688 Penalty: 2167.586914
	Iteration 6Q: 3 clusters Score -96718.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96769.835938 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -96769.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96806.539062 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -96806.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96824.906250 Penalty: 2167.586914
	Iteration 9Q: 3 clusters Score -96824.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96840.851562 Penalty: 2167.586914
	Iteration 10Q: 3 clusters Score -96840.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96849.390625 Penalty: 2167.586914
	Iteration 11Q: 3 clusters Score -96849.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96869.421875 Penalty: 2167.586914
	Iteration 12Q: 3 clusters Score -96869.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96895.695312 Penalty: 2167.586914
	Iteration 13Q: 3 clusters Score -96895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96899.742188 Penalty: 2167.586914
	Iteration 14Q: 3 clusters Score -96899.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96901.859375 Penalty: 2167.586914
	Iteration 15Q: 3 clusters Score -96901.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96906.710938 Penalty: 2167.586914
	Iteration 16Q: 3 clusters Score -96906.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96912.976562 Penalty: 2167.586914
	Iteration 17Q: 3 clusters Score -96912.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96915.796875 Penalty: 2167.586914
	Iteration 18Q: 3 clusters Score -96915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96916.718750 Penalty: 2167.586914
	Iteration 19Q: 3 clusters Score -96916.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96918.070312 Penalty: 2167.586914
	Iteration 20F: 3 clusters Score -96918.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96918.546875 Penalty: 2167.586914
	Iteration 21Q: 3 clusters Score -96918.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96918.546875 Penalty: 2167.586914
	Iteration 22F: 3 clusters Score -96918.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -74170.804688 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -74170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72988.875000 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -72988.88 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73227.367188 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -73227.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73310.117188 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -73310.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73354.468750 Penalty: 2091.227539
	Iteration 3Q: 3 clusters Score -73354.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73391.257812 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -73391.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73434.726562 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -73434.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73491.570312 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -73491.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73554.937500 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -73554.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73618.781250 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -73618.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73685.429688 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -73685.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73718.585938 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -73718.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73746.546875 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -73746.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73764.023438 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -73764.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73784.906250 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -73784.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73787.453125 Penalty: 2091.227539
	Iteration 14Q: 3 clusters Score -73787.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73790.164062 Penalty: 2091.227539
	Iteration 15F: 3 clusters Score -73790.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73810.187500 Penalty: 2091.227539
	Iteration 16Q: 3 clusters Score -73810.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73825.945312 Penalty: 2091.227539
	Iteration 17Q: 3 clusters Score -73825.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73840.203125 Penalty: 2091.227539
	Iteration 18Q: 3 clusters Score -73840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73840.656250 Penalty: 2091.227539
	Iteration 19Q: 3 clusters Score -73840.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73841.203125 Penalty: 2091.227539
	Iteration 20F: 3 clusters Score -73841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73843.109375 Penalty: 2091.227539
	Iteration 21Q: 3 clusters Score -73843.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73845.859375 Penalty: 2091.227539
	Iteration 22Q: 3 clusters Score -73845.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73848.257812 Penalty: 2091.227539
	Iteration 23Q: 3 clusters Score -73848.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73848.257812 Penalty: 2091.227539
	Iteration 24F: 3 clusters Score -73848.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -89801.507812 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -89801.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88541.625000 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -88541.62 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88829.515625 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -88829.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88963.226562 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -88963.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89101.265625 Penalty: 2154.113525
	Iteration 3F: 3 clusters Score -89101.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89250.078125 Penalty: 2154.113525
	Iteration 4F: 3 clusters Score -89250.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89394.585938 Penalty: 2154.113525
	Iteration 5F: 3 clusters Score -89394.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89526.601562 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -89526.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89680.000000 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -89680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89792.437500 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -89792.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89821.203125 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -89821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89850.523438 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -89850.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89873.210938 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -89873.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89889.859375 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -89889.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89909.523438 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -89909.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89930.812500 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -89930.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89946.320312 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -89946.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89951.781250 Penalty: 2154.113525
	Iteration 16Q: 3 clusters Score -89951.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89953.015625 Penalty: 2154.113525
	Iteration 17Q: 3 clusters Score -89953.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89953.015625 Penalty: 2154.113525
	Iteration 18F: 3 clusters Score -89953.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 375 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68469 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30476 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35190 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57835 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88344 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58263 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66082 members 
Mstep: Class 50 contains 63303 members 
Mstep: Class 51 contains 381 members 
Entering Unmasked Estep 
Score: -85950464.000000 Penalty: 111074.656250
Splitting cluster 3 changes total score from -85951384.000000 to -85950464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -1068080.250000 Penalty: 1474.758423
	Iteration 0F: 2 clusters Score -1068080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1061788.000000 Penalty: 2949.516846
	Iteration 0F: 3 clusters Score -1061788 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1063808.750000 Penalty: 2949.516846
	Iteration 1F: 3 clusters Score -1063809 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1064161.500000 Penalty: 2949.516846
	Iteration 2F: 3 clusters Score -1064162 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1064418.125000 Penalty: 2949.516846
	Iteration 3F: 3 clusters Score -1064418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1064633.000000 Penalty: 2949.516846
	Iteration 4Q: 3 clusters Score -1064633 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1064811.625000 Penalty: 2949.516846
	Iteration 5Q: 3 clusters Score -1064812 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1065025.875000 Penalty: 2949.516846
	Iteration 6Q: 3 clusters Score -1065026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1065260.500000 Penalty: 2949.516846
	Iteration 7Q: 3 clusters Score -1065260 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1065486.875000 Penalty: 2949.516846
	Iteration 8Q: 3 clusters Score -1065487 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1065686.250000 Penalty: 2949.516846
	Iteration 9Q: 3 clusters Score -1065686 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1065849.125000 Penalty: 2949.516846
	Iteration 10Q: 3 clusters Score -1065849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1065994.375000 Penalty: 2949.516846
	Iteration 11Q: 3 clusters Score -1065994 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1066094.000000 Penalty: 2949.516846
	Iteration 12Q: 3 clusters Score -1066094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1066159.625000 Penalty: 2949.516846
	Iteration 13Q: 3 clusters Score -1066160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1066207.000000 Penalty: 2949.516846
	Iteration 14Q: 3 clusters Score -1066207 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1066248.250000 Penalty: 2949.516846
	Iteration 15Q: 3 clusters Score -1066248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1066283.125000 Penalty: 2949.516846
	Iteration 16Q: 3 clusters Score -1066283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1066323.375000 Penalty: 2949.516846
	Iteration 17Q: 3 clusters Score -1066323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1066373.000000 Penalty: 2949.516846
	Iteration 18Q: 3 clusters Score -1066373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1066413.500000 Penalty: 2949.516846
	Iteration 19Q: 3 clusters Score -1066414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1066446.875000 Penalty: 2949.516846
	Iteration 20F: 3 clusters Score -1066447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1066477.000000 Penalty: 2949.516846
	Iteration 21Q: 3 clusters Score -1066477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1066495.750000 Penalty: 2949.516846
	Iteration 22Q: 3 clusters Score -1066496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1066516.125000 Penalty: 2949.516846
	Iteration 23Q: 3 clusters Score -1066516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1066525.625000 Penalty: 2949.516846
	Iteration 24Q: 3 clusters Score -1066526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1066534.375000 Penalty: 2949.516846
	Iteration 25Q: 3 clusters Score -1066534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1066539.500000 Penalty: 2949.516846
	Iteration 26Q: 3 clusters Score -1066540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1066548.250000 Penalty: 2949.516846
	Iteration 27Q: 3 clusters Score -1066548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1066551.625000 Penalty: 2949.516846
	Iteration 28Q: 3 clusters Score -1066552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1066553.250000 Penalty: 2949.516846
	Iteration 29Q: 3 clusters Score -1066553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1066559.375000 Penalty: 2949.516846
	Iteration 30Q: 3 clusters Score -1066559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1066561.250000 Penalty: 2949.516846
	Iteration 31Q: 3 clusters Score -1066561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1066561.875000 Penalty: 2949.516846
	Iteration 32Q: 3 clusters Score -1066562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1066563.125000 Penalty: 2949.516846
	Iteration 33Q: 3 clusters Score -1066563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1066561.375000 Penalty: 2949.516846
	Iteration 34Q: 3 clusters Score -1066561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1066564.000000 Penalty: 2949.516846
	Iteration 35Q: 3 clusters Score -1066564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1066564.750000 Penalty: 2949.516846
	Iteration 36Q: 3 clusters Score -1066565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1066568.875000 Penalty: 2949.516846
	Iteration 37Q: 3 clusters Score -1066569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1066569.750000 Penalty: 2949.516846
	Iteration 38Q: 3 clusters Score -1066570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1066570.000000 Penalty: 2949.516846
	Iteration 39Q: 3 clusters Score -1066570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1066573.750000 Penalty: 2949.516846
	Iteration 40F: 3 clusters Score -1066574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1066572.750000 Penalty: 2949.516846
	Iteration 41Q: 3 clusters Score -1066573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1066573.375000 Penalty: 2949.516846
	Iteration 42Q: 3 clusters Score -1066573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1066573.875000 Penalty: 2949.516846
	Iteration 43Q: 3 clusters Score -1066574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1066574.125000 Penalty: 2949.516846
	Iteration 44Q: 3 clusters Score -1066574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1066571.625000 Penalty: 2949.516846
	Iteration 45Q: 3 clusters Score -1066572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1066572.500000 Penalty: 2949.516846
	Iteration 46Q: 3 clusters Score -1066572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1066572.625000 Penalty: 2949.516846
	Iteration 47Q: 3 clusters Score -1066573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1066572.625000 Penalty: 2949.516846
	Iteration 48F: 3 clusters Score -1066573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Entering Unmasked Estep 
Score: -1448215.500000 Penalty: 1516.079834
	Iteration 0F: 2 clusters Score -1448216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1440219.750000 Penalty: 3032.159668
	Iteration 0F: 3 clusters Score -1440220 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1442987.500000 Penalty: 3032.159668
	Iteration 1F: 3 clusters Score -1442988 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1443284.000000 Penalty: 3032.159668
	Iteration 2F: 3 clusters Score -1443284 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1443540.625000 Penalty: 3032.159668
	Iteration 3F: 3 clusters Score -1443541 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1443795.625000 Penalty: 3032.159668
	Iteration 4Q: 3 clusters Score -1443796 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1444026.250000 Penalty: 3032.159668
	Iteration 5Q: 3 clusters Score -1444026 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1444219.375000 Penalty: 3032.159668
	Iteration 6Q: 3 clusters Score -1444219 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1444387.875000 Penalty: 3032.159668
	Iteration 7Q: 3 clusters Score -1444388 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1444577.250000 Penalty: 3032.159668
	Iteration 8Q: 3 clusters Score -1444577 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1444756.750000 Penalty: 3032.159668
	Iteration 9Q: 3 clusters Score -1444757 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1444904.625000 Penalty: 3032.159668
	Iteration 10Q: 3 clusters Score -1444905 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1445049.125000 Penalty: 3032.159668
	Iteration 11Q: 3 clusters Score -1445049 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1445178.750000 Penalty: 3032.159668
	Iteration 12Q: 3 clusters Score -1445179 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1445312.625000 Penalty: 3032.159668
	Iteration 13Q: 3 clusters Score -1445313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1445445.375000 Penalty: 3032.159668
	Iteration 14Q: 3 clusters Score -1445445 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1445561.875000 Penalty: 3032.159668
	Iteration 15Q: 3 clusters Score -1445562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1445659.500000 Penalty: 3032.159668
	Iteration 16Q: 3 clusters Score -1445660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1445755.875000 Penalty: 3032.159668
	Iteration 17Q: 3 clusters Score -1445756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1445852.000000 Penalty: 3032.159668
	Iteration 18Q: 3 clusters Score -1445852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1445934.625000 Penalty: 3032.159668
	Iteration 19Q: 3 clusters Score -1445935 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1446002.125000 Penalty: 3032.159668
	Iteration 20F: 3 clusters Score -1446002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1446055.875000 Penalty: 3032.159668
	Iteration 21Q: 3 clusters Score -1446056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1446118.125000 Penalty: 3032.159668
	Iteration 22Q: 3 clusters Score -1446118 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1446172.625000 Penalty: 3032.159668
	Iteration 23Q: 3 clusters Score -1446173 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1446226.375000 Penalty: 3032.159668
	Iteration 24Q: 3 clusters Score -1446226 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1446282.000000 Penalty: 3032.159668
	Iteration 25Q: 3 clusters Score -1446282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1446343.125000 Penalty: 3032.159668
	Iteration 26Q: 3 clusters Score -1446343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1446385.000000 Penalty: 3032.159668
	Iteration 27Q: 3 clusters Score -1446385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1446425.000000 Penalty: 3032.159668
	Iteration 28Q: 3 clusters Score -1446425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1446470.375000 Penalty: 3032.159668
	Iteration 29Q: 3 clusters Score -1446470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1446519.125000 Penalty: 3032.159668
	Iteration 30Q: 3 clusters Score -1446519 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1446564.500000 Penalty: 3032.159668
	Iteration 31Q: 3 clusters Score -1446564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1446603.500000 Penalty: 3032.159668
	Iteration 32Q: 3 clusters Score -1446604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1446640.250000 Penalty: 3032.159668
	Iteration 33Q: 3 clusters Score -1446640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1446675.625000 Penalty: 3032.159668
	Iteration 34Q: 3 clusters Score -1446676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1446699.125000 Penalty: 3032.159668
	Iteration 35Q: 3 clusters Score -1446699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1446726.750000 Penalty: 3032.159668
	Iteration 36Q: 3 clusters Score -1446727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1446751.750000 Penalty: 3032.159668
	Iteration 37Q: 3 clusters Score -1446752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1446777.375000 Penalty: 3032.159668
	Iteration 38Q: 3 clusters Score -1446777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1446804.125000 Penalty: 3032.159668
	Iteration 39Q: 3 clusters Score -1446804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1446829.000000 Penalty: 3032.159668
	Iteration 40F: 3 clusters Score -1446829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1446846.500000 Penalty: 3032.159668
	Iteration 41Q: 3 clusters Score -1446846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1446858.250000 Penalty: 3032.159668
	Iteration 42Q: 3 clusters Score -1446858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1446868.875000 Penalty: 3032.159668
	Iteration 43Q: 3 clusters Score -1446869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1446875.875000 Penalty: 3032.159668
	Iteration 44Q: 3 clusters Score -1446876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1446881.375000 Penalty: 3032.159668
	Iteration 45Q: 3 clusters Score -1446881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1446887.250000 Penalty: 3032.159668
	Iteration 46Q: 3 clusters Score -1446887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1446885.125000 Penalty: 3032.159668
	Iteration 47Q: 3 clusters Score -1446885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1446887.125000 Penalty: 3032.159668
	Iteration 48Q: 3 clusters Score -1446887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1446892.750000 Penalty: 3032.159668
	Iteration 49Q: 3 clusters Score -1446893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1446896.125000 Penalty: 3032.159668
	Iteration 50Q: 3 clusters Score -1446896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1446897.000000 Penalty: 3032.159668
	Iteration 51Q: 3 clusters Score -1446897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1446898.500000 Penalty: 3032.159668
	Iteration 52Q: 3 clusters Score -1446898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1446902.375000 Penalty: 3032.159668
	Iteration 53Q: 3 clusters Score -1446902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1446905.875000 Penalty: 3032.159668
	Iteration 54Q: 3 clusters Score -1446906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1446904.375000 Penalty: 3032.159668
	Iteration 55Q: 3 clusters Score -1446904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1446909.500000 Penalty: 3032.159668
	Iteration 56Q: 3 clusters Score -1446910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1446909.625000 Penalty: 3032.159668
	Iteration 57Q: 3 clusters Score -1446910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1446913.625000 Penalty: 3032.159668
	Iteration 58Q: 3 clusters Score -1446914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1446913.500000 Penalty: 3032.159668
	Iteration 59Q: 3 clusters Score -1446914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1446917.875000 Penalty: 3032.159668
	Iteration 60F: 3 clusters Score -1446918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1446917.750000 Penalty: 3032.159668
	Iteration 61Q: 3 clusters Score -1446918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1446921.875000 Penalty: 3032.159668
	Iteration 62Q: 3 clusters Score -1446922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1446926.000000 Penalty: 3032.159668
	Iteration 63Q: 3 clusters Score -1446926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1446928.250000 Penalty: 3032.159668
	Iteration 64Q: 3 clusters Score -1446928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1446935.625000 Penalty: 3032.159668
	Iteration 65Q: 3 clusters Score -1446936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1446934.750000 Penalty: 3032.159668
	Iteration 66Q: 3 clusters Score -1446935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1446934.375000 Penalty: 3032.159668
	Iteration 67Q: 3 clusters Score -1446934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1446939.125000 Penalty: 3032.159668
	Iteration 68Q: 3 clusters Score -1446939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1446941.750000 Penalty: 3032.159668
	Iteration 69Q: 3 clusters Score -1446942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1446940.500000 Penalty: 3032.159668
	Iteration 70Q: 3 clusters Score -1446940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1446942.500000 Penalty: 3032.159668
	Iteration 71Q: 3 clusters Score -1446942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1446943.875000 Penalty: 3032.159668
	Iteration 72Q: 3 clusters Score -1446944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1446947.000000 Penalty: 3032.159668
	Iteration 73Q: 3 clusters Score -1446947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1446947.875000 Penalty: 3032.159668
	Iteration 74Q: 3 clusters Score -1446948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1446952.375000 Penalty: 3032.159668
	Iteration 75Q: 3 clusters Score -1446952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1446957.375000 Penalty: 3032.159668
	Iteration 76Q: 3 clusters Score -1446957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1446955.250000 Penalty: 3032.159668
	Iteration 77Q: 3 clusters Score -1446955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1446959.625000 Penalty: 3032.159668
	Iteration 78Q: 3 clusters Score -1446960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1446960.375000 Penalty: 3032.159668
	Iteration 79Q: 3 clusters Score -1446960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1446968.875000 Penalty: 3032.159668
	Iteration 80F: 3 clusters Score -1446969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1446973.000000 Penalty: 3032.159668
	Iteration 81Q: 3 clusters Score -1446973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1446983.125000 Penalty: 3032.159668
	Iteration 82Q: 3 clusters Score -1446983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1446990.500000 Penalty: 3032.159668
	Iteration 83Q: 3 clusters Score -1446990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1447002.500000 Penalty: 3032.159668
	Iteration 84Q: 3 clusters Score -1447002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1447012.375000 Penalty: 3032.159668
	Iteration 85Q: 3 clusters Score -1447012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1447026.500000 Penalty: 3032.159668
	Iteration 86Q: 3 clusters Score -1447026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1447036.250000 Penalty: 3032.159668
	Iteration 87Q: 3 clusters Score -1447036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1447038.750000 Penalty: 3032.159668
	Iteration 88Q: 3 clusters Score -1447039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1447045.000000 Penalty: 3032.159668
	Iteration 89Q: 3 clusters Score -1447045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1447048.875000 Penalty: 3032.159668
	Iteration 90Q: 3 clusters Score -1447049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1447050.750000 Penalty: 3032.159668
	Iteration 91Q: 3 clusters Score -1447051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1447054.500000 Penalty: 3032.159668
	Iteration 92Q: 3 clusters Score -1447054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1447060.000000 Penalty: 3032.159668
	Iteration 93Q: 3 clusters Score -1447060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1447065.750000 Penalty: 3032.159668
	Iteration 94Q: 3 clusters Score -1447066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1447066.750000 Penalty: 3032.159668
	Iteration 95Q: 3 clusters Score -1447067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1447068.875000 Penalty: 3032.159668
	Iteration 96Q: 3 clusters Score -1447069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1447066.500000 Penalty: 3032.159668
	Iteration 97Q: 3 clusters Score -1447066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1447069.750000 Penalty: 3032.159668
	Iteration 98Q: 3 clusters Score -1447070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1447070.875000 Penalty: 3032.159668
	Iteration 99Q: 3 clusters Score -1447071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1447078.375000 Penalty: 3032.159668
	Iteration 100F: 3 clusters Score -1447078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1447084.125000 Penalty: 3032.159668
	Iteration 101Q: 3 clusters Score -1447084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1447083.750000 Penalty: 3032.159668
	Iteration 102Q: 3 clusters Score -1447084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1447084.000000 Penalty: 3032.159668
	Iteration 103Q: 3 clusters Score -1447084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1447085.375000 Penalty: 3032.159668
	Iteration 104Q: 3 clusters Score -1447085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1447086.750000 Penalty: 3032.159668
	Iteration 105Q: 3 clusters Score -1447087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1447090.250000 Penalty: 3032.159668
	Iteration 106Q: 3 clusters Score -1447090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1447089.500000 Penalty: 3032.159668
	Iteration 107Q: 3 clusters Score -1447090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1447088.750000 Penalty: 3032.159668
	Iteration 108Q: 3 clusters Score -1447089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1447088.250000 Penalty: 3032.159668
	Iteration 109Q: 3 clusters Score -1447088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1447089.750000 Penalty: 3032.159668
	Iteration 110Q: 3 clusters Score -1447090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1447088.250000 Penalty: 3032.159668
	Iteration 111Q: 3 clusters Score -1447088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1447088.125000 Penalty: 3032.159668
	Iteration 112Q: 3 clusters Score -1447088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1447089.625000 Penalty: 3032.159668
	Iteration 113Q: 3 clusters Score -1447090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1447091.000000 Penalty: 3032.159668
	Iteration 114Q: 3 clusters Score -1447091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1447091.000000 Penalty: 3032.159668
	Iteration 115F: 3 clusters Score -1447091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -73297.992188 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -73297.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72109.179688 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -72109.18 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72358.828125 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -72358.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72445.867188 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -72445.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72500.421875 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -72500.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72581.656250 Penalty: 2088.082520
	Iteration 4F: 3 clusters Score -72581.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72618.039062 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -72618.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72633.539062 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -72633.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72639.890625 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -72639.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72646.898438 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -72646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72651.281250 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -72651.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72652.695312 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -72652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72652.695312 Penalty: 2088.082520
	Iteration 11F: 3 clusters Score -72652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20380.710938 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20380.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20467.388672 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20467.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20512.185547 Penalty: 1659.432373
	Iteration 2F: 3 clusters Score -20512.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20533.974609 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20533.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20540.640625 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -20540.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20546.376953 Penalty: 1659.432373
	Iteration 5Q: 3 clusters Score -20546.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20557.125000 Penalty: 1659.432373
	Iteration 6Q: 3 clusters Score -20557.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20557.125000 Penalty: 1659.432373
	Iteration 7F: 3 clusters Score -20557.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44428.839844 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44428.84 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44719.882812 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44719.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44814.914062 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44814.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44868.988281 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -44868.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44892.921875 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44892.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44904.363281 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44904.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44917.035156 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44917.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44917.035156 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -44917.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -63705.347656 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -63705.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62569.824219 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -62569.82 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63059.417969 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -63059.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63362.207031 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -63362.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63462.726562 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -63462.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63516.011719 Penalty: 2085.968506
	Iteration 4Q: 3 clusters Score -63516.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63550.230469 Penalty: 2085.968506
	Iteration 5Q: 3 clusters Score -63550.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63558.957031 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -63558.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63565.117188 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -63565.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63565.117188 Penalty: 2085.968506
	Iteration 8F: 3 clusters Score -63565.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16540.306641 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16540.31 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16820.050781 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -16820.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17095.951172 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17095.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17375.123047 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -17375.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17534.390625 Penalty: 1934.804077
	Iteration 4F: 3 clusters Score -17534.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17652.951172 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17652.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17729.869141 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17729.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17795.453125 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17795.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17841.220703 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17841.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17848.669922 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17848.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17850.607422 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17850.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17851.974609 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -17851.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17856.392578 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -17856.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17859.425781 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -17859.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17859.425781 Penalty: 1934.804077
	Iteration 14F: 3 clusters Score -17859.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68469 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30476 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35190 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57835 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88344 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58263 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66082 members 
Mstep: Class 50 contains 63303 members 
Mstep: Class 51 contains 261 members 
Entering Unmasked Estep 
Score: -85950656.000000 Penalty: 111074.656250
Splitting cluster 10 changes total score from -85951384.000000 to -85950656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Entering Unmasked Estep 
Score: -1301057.000000 Penalty: 1498.875366
	Iteration 0F: 2 clusters Score -1301057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1293881.500000 Penalty: 2997.750732
	Iteration 0F: 3 clusters Score -1293882 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1296238.500000 Penalty: 2997.750732
	Iteration 1F: 3 clusters Score -1296238 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1296664.625000 Penalty: 2997.750732
	Iteration 2F: 3 clusters Score -1296665 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1297093.500000 Penalty: 2997.750732
	Iteration 3F: 3 clusters Score -1297094 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1297502.875000 Penalty: 2997.750732
	Iteration 4F: 3 clusters Score -1297503 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1297918.750000 Penalty: 2997.750732
	Iteration 5F: 3 clusters Score -1297919 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1298313.500000 Penalty: 2997.750732
	Iteration 6F: 3 clusters Score -1298314 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1298695.875000 Penalty: 2997.750732
	Iteration 7F: 3 clusters Score -1298696 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1299047.625000 Penalty: 2997.750732
	Iteration 8Q: 3 clusters Score -1299048 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1299378.125000 Penalty: 2997.750732
	Iteration 9Q: 3 clusters Score -1299378 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1299666.875000 Penalty: 2997.750732
	Iteration 10Q: 3 clusters Score -1299667 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1299926.750000 Penalty: 2997.750732
	Iteration 11Q: 3 clusters Score -1299927 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1300094.875000 Penalty: 2997.750732
	Iteration 12Q: 3 clusters Score -1300095 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1300202.875000 Penalty: 2997.750732
	Iteration 13Q: 3 clusters Score -1300203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1300290.000000 Penalty: 2997.750732
	Iteration 14Q: 3 clusters Score -1300290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1300338.375000 Penalty: 2997.750732
	Iteration 15Q: 3 clusters Score -1300338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1300360.250000 Penalty: 2997.750732
	Iteration 16Q: 3 clusters Score -1300360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1300378.625000 Penalty: 2997.750732
	Iteration 17Q: 3 clusters Score -1300379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1300392.625000 Penalty: 2997.750732
	Iteration 18Q: 3 clusters Score -1300393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1300401.000000 Penalty: 2997.750732
	Iteration 19Q: 3 clusters Score -1300401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1300407.000000 Penalty: 2997.750732
	Iteration 20F: 3 clusters Score -1300407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1300419.625000 Penalty: 2997.750732
	Iteration 21Q: 3 clusters Score -1300420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1300419.500000 Penalty: 2997.750732
	Iteration 22Q: 3 clusters Score -1300420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1300427.500000 Penalty: 2997.750732
	Iteration 23Q: 3 clusters Score -1300428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1300426.375000 Penalty: 2997.750732
	Iteration 24Q: 3 clusters Score -1300426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1300424.375000 Penalty: 2997.750732
	Iteration 25Q: 3 clusters Score -1300424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1300426.750000 Penalty: 2997.750732
	Iteration 26Q: 3 clusters Score -1300427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1300429.500000 Penalty: 2997.750732
	Iteration 27Q: 3 clusters Score -1300430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1300433.375000 Penalty: 2997.750732
	Iteration 28Q: 3 clusters Score -1300433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1300433.000000 Penalty: 2997.750732
	Iteration 29Q: 3 clusters Score -1300433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1300431.875000 Penalty: 2997.750732
	Iteration 30Q: 3 clusters Score -1300432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1300431.875000 Penalty: 2997.750732
	Iteration 31F: 3 clusters Score -1300432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -400695.312500 Penalty: 1300.872192
	Iteration 0F: 2 clusters Score -400695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -398003.781250 Penalty: 2601.744385
	Iteration 0F: 3 clusters Score -398003.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -398578.750000 Penalty: 2601.744385
	Iteration 1F: 3 clusters Score -398578.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398683.781250 Penalty: 2601.744385
	Iteration 2F: 3 clusters Score -398683.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398743.781250 Penalty: 2601.744385
	Iteration 3Q: 3 clusters Score -398743.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -398784.531250 Penalty: 2601.744385
	Iteration 4Q: 3 clusters Score -398784.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -398813.437500 Penalty: 2601.744385
	Iteration 5Q: 3 clusters Score -398813.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -398838.312500 Penalty: 2601.744385
	Iteration 6Q: 3 clusters Score -398838.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -398859.312500 Penalty: 2601.744385
	Iteration 7Q: 3 clusters Score -398859.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -398873.500000 Penalty: 2601.744385
	Iteration 8Q: 3 clusters Score -398873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -398887.812500 Penalty: 2601.744385
	Iteration 9Q: 3 clusters Score -398887.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -398901.156250 Penalty: 2601.744385
	Iteration 10Q: 3 clusters Score -398901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -398909.906250 Penalty: 2601.744385
	Iteration 11Q: 3 clusters Score -398909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -398914.562500 Penalty: 2601.744385
	Iteration 12Q: 3 clusters Score -398914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -398920.593750 Penalty: 2601.744385
	Iteration 13Q: 3 clusters Score -398920.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -398928.906250 Penalty: 2601.744385
	Iteration 14Q: 3 clusters Score -398928.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -398935.593750 Penalty: 2601.744385
	Iteration 15Q: 3 clusters Score -398935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398941.531250 Penalty: 2601.744385
	Iteration 16Q: 3 clusters Score -398941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -398944.468750 Penalty: 2601.744385
	Iteration 17Q: 3 clusters Score -398944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398946.781250 Penalty: 2601.744385
	Iteration 18Q: 3 clusters Score -398946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -398947.875000 Penalty: 2601.744385
	Iteration 19Q: 3 clusters Score -398947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -398950.250000 Penalty: 2601.744385
	Iteration 20F: 3 clusters Score -398950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -398953.312500 Penalty: 2601.744385
	Iteration 21Q: 3 clusters Score -398953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -398956.312500 Penalty: 2601.744385
	Iteration 22Q: 3 clusters Score -398956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -398959.625000 Penalty: 2601.744385
	Iteration 23Q: 3 clusters Score -398959.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -398965.531250 Penalty: 2601.744385
	Iteration 24Q: 3 clusters Score -398965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398969.781250 Penalty: 2601.744385
	Iteration 25Q: 3 clusters Score -398969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398971.656250 Penalty: 2601.744385
	Iteration 26Q: 3 clusters Score -398971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -398974.312500 Penalty: 2601.744385
	Iteration 27Q: 3 clusters Score -398974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -398978.375000 Penalty: 2601.744385
	Iteration 28Q: 3 clusters Score -398978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -398981.250000 Penalty: 2601.744385
	Iteration 29Q: 3 clusters Score -398981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -398982.500000 Penalty: 2601.744385
	Iteration 30Q: 3 clusters Score -398982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -398982.812500 Penalty: 2601.744385
	Iteration 31Q: 3 clusters Score -398982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -398984.562500 Penalty: 2601.744385
	Iteration 32Q: 3 clusters Score -398984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -398985.000000 Penalty: 2601.744385
	Iteration 33Q: 3 clusters Score -398985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -398986.250000 Penalty: 2601.744385
	Iteration 34Q: 3 clusters Score -398986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -398988.375000 Penalty: 2601.744385
	Iteration 35Q: 3 clusters Score -398988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -398989.781250 Penalty: 2601.744385
	Iteration 36Q: 3 clusters Score -398989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -398993.281250 Penalty: 2601.744385
	Iteration 37Q: 3 clusters Score -398993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -398995.281250 Penalty: 2601.744385
	Iteration 38Q: 3 clusters Score -398995.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -399000.375000 Penalty: 2601.744385
	Iteration 39Q: 3 clusters Score -399000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -399007.031250 Penalty: 2601.744385
	Iteration 40F: 3 clusters Score -399007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -399016.500000 Penalty: 2601.744385
	Iteration 41Q: 3 clusters Score -399016.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -399021.031250 Penalty: 2601.744385
	Iteration 42Q: 3 clusters Score -399021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -399026.687500 Penalty: 2601.744385
	Iteration 43Q: 3 clusters Score -399026.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -399033.218750 Penalty: 2601.744385
	Iteration 44Q: 3 clusters Score -399033.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -399039.031250 Penalty: 2601.744385
	Iteration 45Q: 3 clusters Score -399039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -399043.375000 Penalty: 2601.744385
	Iteration 46Q: 3 clusters Score -399043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -399049.812500 Penalty: 2601.744385
	Iteration 47Q: 3 clusters Score -399049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -399054.187500 Penalty: 2601.744385
	Iteration 48Q: 3 clusters Score -399054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399056.437500 Penalty: 2601.744385
	Iteration 49Q: 3 clusters Score -399056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -399059.125000 Penalty: 2601.744385
	Iteration 50Q: 3 clusters Score -399059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -399060.562500 Penalty: 2601.744385
	Iteration 51Q: 3 clusters Score -399060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -399063.250000 Penalty: 2601.744385
	Iteration 52Q: 3 clusters Score -399063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -399064.968750 Penalty: 2601.744385
	Iteration 53Q: 3 clusters Score -399065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -399070.500000 Penalty: 2601.744385
	Iteration 54Q: 3 clusters Score -399070.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -399075.531250 Penalty: 2601.744385
	Iteration 55Q: 3 clusters Score -399075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -399077.687500 Penalty: 2601.744385
	Iteration 56Q: 3 clusters Score -399077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -399081.968750 Penalty: 2601.744385
	Iteration 57Q: 3 clusters Score -399082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -399086.781250 Penalty: 2601.744385
	Iteration 58Q: 3 clusters Score -399086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -399090.937500 Penalty: 2601.744385
	Iteration 59Q: 3 clusters Score -399090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -399094.812500 Penalty: 2601.744385
	Iteration 60F: 3 clusters Score -399094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -399099.062500 Penalty: 2601.744385
	Iteration 61Q: 3 clusters Score -399099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -399106.562500 Penalty: 2601.744385
	Iteration 62Q: 3 clusters Score -399106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -399117.718750 Penalty: 2601.744385
	Iteration 63Q: 3 clusters Score -399117.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -399127.875000 Penalty: 2601.744385
	Iteration 64Q: 3 clusters Score -399127.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -399137.531250 Penalty: 2601.744385
	Iteration 65Q: 3 clusters Score -399137.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -399146.687500 Penalty: 2601.744385
	Iteration 66Q: 3 clusters Score -399146.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -399159.281250 Penalty: 2601.744385
	Iteration 67Q: 3 clusters Score -399159.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -399177.312500 Penalty: 2601.744385
	Iteration 68Q: 3 clusters Score -399177.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -399200.468750 Penalty: 2601.744385
	Iteration 69Q: 3 clusters Score -399200.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -399231.125000 Penalty: 2601.744385
	Iteration 70Q: 3 clusters Score -399231.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -399254.062500 Penalty: 2601.744385
	Iteration 71Q: 3 clusters Score -399254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -399277.593750 Penalty: 2601.744385
	Iteration 72Q: 3 clusters Score -399277.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -399297.593750 Penalty: 2601.744385
	Iteration 73Q: 3 clusters Score -399297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -399313.031250 Penalty: 2601.744385
	Iteration 74Q: 3 clusters Score -399313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -399331.718750 Penalty: 2601.744385
	Iteration 75Q: 3 clusters Score -399331.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -399348.656250 Penalty: 2601.744385
	Iteration 76Q: 3 clusters Score -399348.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -399363.500000 Penalty: 2601.744385
	Iteration 77Q: 3 clusters Score -399363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -399381.000000 Penalty: 2601.744385
	Iteration 78Q: 3 clusters Score -399381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -399399.875000 Penalty: 2601.744385
	Iteration 79Q: 3 clusters Score -399399.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -399412.093750 Penalty: 2601.744385
	Iteration 80F: 3 clusters Score -399412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -399425.312500 Penalty: 2601.744385
	Iteration 81Q: 3 clusters Score -399425.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -399436.437500 Penalty: 2601.744385
	Iteration 82Q: 3 clusters Score -399436.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -399448.875000 Penalty: 2601.744385
	Iteration 83Q: 3 clusters Score -399448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399462.687500 Penalty: 2601.744385
	Iteration 84Q: 3 clusters Score -399462.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -399474.031250 Penalty: 2601.744385
	Iteration 85Q: 3 clusters Score -399474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -399488.031250 Penalty: 2601.744385
	Iteration 86Q: 3 clusters Score -399488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -399496.218750 Penalty: 2601.744385
	Iteration 87Q: 3 clusters Score -399496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -399506.593750 Penalty: 2601.744385
	Iteration 88Q: 3 clusters Score -399506.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -399513.843750 Penalty: 2601.744385
	Iteration 89Q: 3 clusters Score -399513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -399520.406250 Penalty: 2601.744385
	Iteration 90Q: 3 clusters Score -399520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -399526.750000 Penalty: 2601.744385
	Iteration 91Q: 3 clusters Score -399526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -399529.906250 Penalty: 2601.744385
	Iteration 92Q: 3 clusters Score -399529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -399536.843750 Penalty: 2601.744385
	Iteration 93Q: 3 clusters Score -399536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -399539.062500 Penalty: 2601.744385
	Iteration 94Q: 3 clusters Score -399539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -399539.781250 Penalty: 2601.744385
	Iteration 95Q: 3 clusters Score -399539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -399539.781250 Penalty: 2601.744385
	Iteration 96F: 3 clusters Score -399539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Entering Unmasked Estep 
Score: -1941577.625000 Penalty: 1561.938721
	Iteration 0F: 2 clusters Score -1941578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1931242.500000 Penalty: 3123.877441
	Iteration 0F: 3 clusters Score -1931242 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1934897.500000 Penalty: 3123.877441
	Iteration 1F: 3 clusters Score -1934898 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1935239.625000 Penalty: 3123.877441
	Iteration 2F: 3 clusters Score -1935240 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1935585.625000 Penalty: 3123.877441
	Iteration 3F: 3 clusters Score -1935586 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1935985.250000 Penalty: 3123.877441
	Iteration 4F: 3 clusters Score -1935985 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1936513.625000 Penalty: 3123.877441
	Iteration 5F: 3 clusters Score -1936514 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1937193.125000 Penalty: 3123.877441
	Iteration 6F: 3 clusters Score -1937193 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1937924.625000 Penalty: 3123.877441
	Iteration 7F: 3 clusters Score -1937925 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1938598.250000 Penalty: 3123.877441
	Iteration 8F: 3 clusters Score -1938598 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1939128.875000 Penalty: 3123.877441
	Iteration 9Q: 3 clusters Score -1939129 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1939549.625000 Penalty: 3123.877441
	Iteration 10Q: 3 clusters Score -1939550 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1939846.875000 Penalty: 3123.877441
	Iteration 11Q: 3 clusters Score -1939847 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1940028.875000 Penalty: 3123.877441
	Iteration 12Q: 3 clusters Score -1940029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1940115.375000 Penalty: 3123.877441
	Iteration 13Q: 3 clusters Score -1940115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1940161.375000 Penalty: 3123.877441
	Iteration 14Q: 3 clusters Score -1940161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1940184.375000 Penalty: 3123.877441
	Iteration 15Q: 3 clusters Score -1940184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1940196.250000 Penalty: 3123.877441
	Iteration 16Q: 3 clusters Score -1940196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1940212.500000 Penalty: 3123.877441
	Iteration 17Q: 3 clusters Score -1940212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1940222.250000 Penalty: 3123.877441
	Iteration 18Q: 3 clusters Score -1940222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1940234.625000 Penalty: 3123.877441
	Iteration 19Q: 3 clusters Score -1940235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1940241.625000 Penalty: 3123.877441
	Iteration 20F: 3 clusters Score -1940242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1940250.250000 Penalty: 3123.877441
	Iteration 21Q: 3 clusters Score -1940250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1940253.125000 Penalty: 3123.877441
	Iteration 22Q: 3 clusters Score -1940253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1940256.875000 Penalty: 3123.877441
	Iteration 23Q: 3 clusters Score -1940257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1940266.250000 Penalty: 3123.877441
	Iteration 24Q: 3 clusters Score -1940266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1940271.125000 Penalty: 3123.877441
	Iteration 25Q: 3 clusters Score -1940271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1940276.000000 Penalty: 3123.877441
	Iteration 26Q: 3 clusters Score -1940276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1940277.750000 Penalty: 3123.877441
	Iteration 27Q: 3 clusters Score -1940278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1940279.250000 Penalty: 3123.877441
	Iteration 28Q: 3 clusters Score -1940279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1940279.250000 Penalty: 3123.877441
	Iteration 29F: 3 clusters Score -1940279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Entering Unmasked Estep 
Score: -8611390.000000 Penalty: 1800.028564
	Iteration 0F: 2 clusters Score -8611390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -8569529.000000 Penalty: 3600.057129
	Iteration 0F: 3 clusters Score -8569529 nChanged 30592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -8587209.000000 Penalty: 3600.057129
	Iteration 1F: 3 clusters Score -8587209 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -8587907.000000 Penalty: 3600.057129
	Iteration 2Q: 3 clusters Score -8587907 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -8588874.000000 Penalty: 3600.057129
	Iteration 3Q: 3 clusters Score -8588874 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -8590376.000000 Penalty: 3600.057129
	Iteration 4Q: 3 clusters Score -8590376 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -8592776.000000 Penalty: 3600.057129
	Iteration 5F: 3 clusters Score -8592776 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -8596342.000000 Penalty: 3600.057129
	Iteration 6F: 3 clusters Score -8596342 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -8600861.000000 Penalty: 3600.057129
	Iteration 7F: 3 clusters Score -8600861 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -8604367.000000 Penalty: 3600.057129
	Iteration 8F: 3 clusters Score -8604367 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -8605768.000000 Penalty: 3600.057129
	Iteration 9Q: 3 clusters Score -8605768 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -8606311.000000 Penalty: 3600.057129
	Iteration 10Q: 3 clusters Score -8606311 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8606690.000000 Penalty: 3600.057129
	Iteration 11Q: 3 clusters Score -8606690 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8606917.000000 Penalty: 3600.057129
	Iteration 12Q: 3 clusters Score -8606917 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -8607214.000000 Penalty: 3600.057129
	Iteration 13Q: 3 clusters Score -8607214 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -8607473.000000 Penalty: 3600.057129
	Iteration 14Q: 3 clusters Score -8607473 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -8607697.000000 Penalty: 3600.057129
	Iteration 15Q: 3 clusters Score -8607697 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -8607905.000000 Penalty: 3600.057129
	Iteration 16Q: 3 clusters Score -8607905 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -8608076.000000 Penalty: 3600.057129
	Iteration 17Q: 3 clusters Score -8608076 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -8608229.000000 Penalty: 3600.057129
	Iteration 18Q: 3 clusters Score -8608229 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8608409.000000 Penalty: 3600.057129
	Iteration 19Q: 3 clusters Score -8608409 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -8608567.000000 Penalty: 3600.057129
	Iteration 20F: 3 clusters Score -8608567 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -8608667.000000 Penalty: 3600.057129
	Iteration 21Q: 3 clusters Score -8608667 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -8608814.000000 Penalty: 3600.057129
	Iteration 22Q: 3 clusters Score -8608814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -8608949.000000 Penalty: 3600.057129
	Iteration 23Q: 3 clusters Score -8608949 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -8609054.000000 Penalty: 3600.057129
	Iteration 24Q: 3 clusters Score -8609054 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -8609164.000000 Penalty: 3600.057129
	Iteration 25Q: 3 clusters Score -8609164 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -8609332.000000 Penalty: 3600.057129
	Iteration 26Q: 3 clusters Score -8609332 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -8609437.000000 Penalty: 3600.057129
	Iteration 27Q: 3 clusters Score -8609437 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8609594.000000 Penalty: 3600.057129
	Iteration 28Q: 3 clusters Score -8609594 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -8609762.000000 Penalty: 3600.057129
	Iteration 29Q: 3 clusters Score -8609762 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8609894.000000 Penalty: 3600.057129
	Iteration 30Q: 3 clusters Score -8609894 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -8610050.000000 Penalty: 3600.057129
	Iteration 31Q: 3 clusters Score -8610050 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8610151.000000 Penalty: 3600.057129
	Iteration 32Q: 3 clusters Score -8610151 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -8610305.000000 Penalty: 3600.057129
	Iteration 33Q: 3 clusters Score -8610305 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8610385.000000 Penalty: 3600.057129
	Iteration 34Q: 3 clusters Score -8610385 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8610436.000000 Penalty: 3600.057129
	Iteration 35Q: 3 clusters Score -8610436 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8610479.000000 Penalty: 3600.057129
	Iteration 36Q: 3 clusters Score -8610479 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8610524.000000 Penalty: 3600.057129
	Iteration 37Q: 3 clusters Score -8610524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8610544.000000 Penalty: 3600.057129
	Iteration 38Q: 3 clusters Score -8610544 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8610539.000000 Penalty: 3600.057129
	Iteration 39Q: 3 clusters Score -8610539 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8610501.000000 Penalty: 3600.057129
	Iteration 40F: 3 clusters Score -8610501 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8610517.000000 Penalty: 3600.057129
	Iteration 41Q: 3 clusters Score -8610517 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8610549.000000 Penalty: 3600.057129
	Iteration 42Q: 3 clusters Score -8610549 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8610545.000000 Penalty: 3600.057129
	Iteration 43Q: 3 clusters Score -8610545 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8610555.000000 Penalty: 3600.057129
	Iteration 44Q: 3 clusters Score -8610555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8610527.000000 Penalty: 3600.057129
	Iteration 45Q: 3 clusters Score -8610527 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8610526.000000 Penalty: 3600.057129
	Iteration 46Q: 3 clusters Score -8610526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8610535.000000 Penalty: 3600.057129
	Iteration 47Q: 3 clusters Score -8610535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8610539.000000 Penalty: 3600.057129
	Iteration 48Q: 3 clusters Score -8610539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8610551.000000 Penalty: 3600.057129
	Iteration 49Q: 3 clusters Score -8610551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8610537.000000 Penalty: 3600.057129
	Iteration 50Q: 3 clusters Score -8610537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8610516.000000 Penalty: 3600.057129
	Iteration 51Q: 3 clusters Score -8610516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8610501.000000 Penalty: 3600.057129
	Iteration 52Q: 3 clusters Score -8610501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8610485.000000 Penalty: 3600.057129
	Iteration 53Q: 3 clusters Score -8610485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8610483.000000 Penalty: 3600.057129
	Iteration 54Q: 3 clusters Score -8610483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8610479.000000 Penalty: 3600.057129
	Iteration 55Q: 3 clusters Score -8610479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8610466.000000 Penalty: 3600.057129
	Iteration 56Q: 3 clusters Score -8610466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8610466.000000 Penalty: 3600.057129
	Iteration 57Q: 3 clusters Score -8610466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 3600.057129
	Iteration 58Q: 3 clusters Score -8610461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8610458.000000 Penalty: 3600.057129
	Iteration 59Q: 3 clusters Score -8610458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8610467.000000 Penalty: 3600.057129
	Iteration 60F: 3 clusters Score -8610467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 3600.057129
	Iteration 61Q: 3 clusters Score -8610461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8610474.000000 Penalty: 3600.057129
	Iteration 62Q: 3 clusters Score -8610474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 3600.057129
	Iteration 63Q: 3 clusters Score -8610460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 3600.057129
	Iteration 64Q: 3 clusters Score -8610461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8610464.000000 Penalty: 3600.057129
	Iteration 65Q: 3 clusters Score -8610464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8610465.000000 Penalty: 3600.057129
	Iteration 66Q: 3 clusters Score -8610465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 3600.057129
	Iteration 67Q: 3 clusters Score -8610446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8610442.000000 Penalty: 3600.057129
	Iteration 68Q: 3 clusters Score -8610442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8610451.000000 Penalty: 3600.057129
	Iteration 69Q: 3 clusters Score -8610451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8610447.000000 Penalty: 3600.057129
	Iteration 70Q: 3 clusters Score -8610447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8610452.000000 Penalty: 3600.057129
	Iteration 71Q: 3 clusters Score -8610452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8610442.000000 Penalty: 3600.057129
	Iteration 72Q: 3 clusters Score -8610442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8610441.000000 Penalty: 3600.057129
	Iteration 73Q: 3 clusters Score -8610441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8610444.000000 Penalty: 3600.057129
	Iteration 74Q: 3 clusters Score -8610444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8610439.000000 Penalty: 3600.057129
	Iteration 75Q: 3 clusters Score -8610439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8610444.000000 Penalty: 3600.057129
	Iteration 76Q: 3 clusters Score -8610444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8610444.000000 Penalty: 3600.057129
	Iteration 77F: 3 clusters Score -8610444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49054.808594 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49054.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48100.953125 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48100.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48328.703125 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48328.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48449.578125 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -48449.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48506.984375 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -48506.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48553.851562 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -48553.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48582.753906 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -48582.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48600.488281 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -48600.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48615.519531 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -48615.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48622.867188 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -48622.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48628.968750 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -48628.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48630.484375 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -48630.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48630.484375 Penalty: 1981.874146
	Iteration 11F: 3 clusters Score -48630.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -28821.724609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -28821.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28089.240234 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28089.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28212.343750 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -28212.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28270.416016 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -28270.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28358.802734 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -28358.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28467.078125 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -28467.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28552.166016 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -28552.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28572.898438 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -28572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28581.062500 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -28581.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28595.183594 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -28595.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28603.669922 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -28603.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28603.669922 Penalty: 1824.266602
	Iteration 10F: 3 clusters Score -28603.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12799.043945 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12799.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12973.621094 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12973.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13057.561523 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -13057.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13069.017578 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13069.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13071.037109 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13071.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13071.037109 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -13071.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -1166665.250000 Penalty: 1478.344971
	Iteration 0F: 2 clusters Score -1166665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1160267.000000 Penalty: 2956.689941
	Iteration 0F: 3 clusters Score -1160267 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1162316.125000 Penalty: 2956.689941
	Iteration 1F: 3 clusters Score -1162316 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1162616.250000 Penalty: 2956.689941
	Iteration 2F: 3 clusters Score -1162616 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1162880.500000 Penalty: 2956.689941
	Iteration 3F: 3 clusters Score -1162880 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1163166.000000 Penalty: 2956.689941
	Iteration 4F: 3 clusters Score -1163166 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1163446.875000 Penalty: 2956.689941
	Iteration 5F: 3 clusters Score -1163447 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1163747.375000 Penalty: 2956.689941
	Iteration 6F: 3 clusters Score -1163747 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1164006.750000 Penalty: 2956.689941
	Iteration 7Q: 3 clusters Score -1164007 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1164265.500000 Penalty: 2956.689941
	Iteration 8Q: 3 clusters Score -1164266 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1164508.750000 Penalty: 2956.689941
	Iteration 9Q: 3 clusters Score -1164509 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1164734.750000 Penalty: 2956.689941
	Iteration 10Q: 3 clusters Score -1164735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1164936.750000 Penalty: 2956.689941
	Iteration 11Q: 3 clusters Score -1164937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1165079.750000 Penalty: 2956.689941
	Iteration 12Q: 3 clusters Score -1165080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1165162.500000 Penalty: 2956.689941
	Iteration 13Q: 3 clusters Score -1165162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1165219.125000 Penalty: 2956.689941
	Iteration 14Q: 3 clusters Score -1165219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1165250.375000 Penalty: 2956.689941
	Iteration 15Q: 3 clusters Score -1165250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1165275.000000 Penalty: 2956.689941
	Iteration 16Q: 3 clusters Score -1165275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1165310.625000 Penalty: 2956.689941
	Iteration 17Q: 3 clusters Score -1165311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1165331.000000 Penalty: 2956.689941
	Iteration 18Q: 3 clusters Score -1165331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1165345.000000 Penalty: 2956.689941
	Iteration 19Q: 3 clusters Score -1165345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1165354.500000 Penalty: 2956.689941
	Iteration 20F: 3 clusters Score -1165354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1165361.125000 Penalty: 2956.689941
	Iteration 21Q: 3 clusters Score -1165361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1165372.750000 Penalty: 2956.689941
	Iteration 22Q: 3 clusters Score -1165373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1165380.250000 Penalty: 2956.689941
	Iteration 23Q: 3 clusters Score -1165380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1165386.000000 Penalty: 2956.689941
	Iteration 24Q: 3 clusters Score -1165386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1165390.625000 Penalty: 2956.689941
	Iteration 25Q: 3 clusters Score -1165391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1165395.250000 Penalty: 2956.689941
	Iteration 26Q: 3 clusters Score -1165395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1165396.375000 Penalty: 2956.689941
	Iteration 27Q: 3 clusters Score -1165396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1165396.875000 Penalty: 2956.689941
	Iteration 28Q: 3 clusters Score -1165397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1165397.625000 Penalty: 2956.689941
	Iteration 29Q: 3 clusters Score -1165398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1165398.375000 Penalty: 2956.689941
	Iteration 30Q: 3 clusters Score -1165398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1165397.750000 Penalty: 2956.689941
	Iteration 31Q: 3 clusters Score -1165398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1165397.750000 Penalty: 2956.689941
	Iteration 32F: 3 clusters Score -1165398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -216081.281250 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -216081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -214205.375000 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -214205.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -214573.390625 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -214573.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -214668.421875 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -214668.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -214720.046875 Penalty: 2400.804199
	Iteration 3Q: 3 clusters Score -214720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -214759.171875 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -214759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -214785.734375 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -214785.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -214807.578125 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -214807.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -214838.500000 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -214838.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -214863.359375 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -214863.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214882.687500 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -214882.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -214893.437500 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -214893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214899.000000 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -214899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -214901.578125 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -214901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -214903.640625 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -214903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -214905.000000 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -214905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -214907.078125 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -214907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214907.843750 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -214907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -214908.203125 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -214908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -214909.687500 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -214909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -214910.453125 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -214910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -214911.281250 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -214911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -214911.656250 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -214911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214912.437500 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -214912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -214913.218750 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -214913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -214913.218750 Penalty: 2400.804199
	Iteration 24F: 3 clusters Score -214913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -651732.375000 Penalty: 1384.401001
	Iteration 0F: 2 clusters Score -651732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -647745.750000 Penalty: 2768.802002
	Iteration 0F: 3 clusters Score -647745.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -648872.750000 Penalty: 2768.802002
	Iteration 1F: 3 clusters Score -648872.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -649063.937500 Penalty: 2768.802002
	Iteration 2F: 3 clusters Score -649063.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -649198.375000 Penalty: 2768.802002
	Iteration 3Q: 3 clusters Score -649198.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -649291.687500 Penalty: 2768.802002
	Iteration 4Q: 3 clusters Score -649291.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -649362.062500 Penalty: 2768.802002
	Iteration 5Q: 3 clusters Score -649362.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -649427.687500 Penalty: 2768.802002
	Iteration 6Q: 3 clusters Score -649427.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -649507.500000 Penalty: 2768.802002
	Iteration 7Q: 3 clusters Score -649507.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -649590.500000 Penalty: 2768.802002
	Iteration 8Q: 3 clusters Score -649590.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -649693.625000 Penalty: 2768.802002
	Iteration 9Q: 3 clusters Score -649693.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -649806.875000 Penalty: 2768.802002
	Iteration 10Q: 3 clusters Score -649806.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -649934.312500 Penalty: 2768.802002
	Iteration 11Q: 3 clusters Score -649934.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -650095.875000 Penalty: 2768.802002
	Iteration 12Q: 3 clusters Score -650095.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -650274.687500 Penalty: 2768.802002
	Iteration 13Q: 3 clusters Score -650274.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -650426.187500 Penalty: 2768.802002
	Iteration 14Q: 3 clusters Score -650426.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -650544.625000 Penalty: 2768.802002
	Iteration 15Q: 3 clusters Score -650544.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -650624.000000 Penalty: 2768.802002
	Iteration 16Q: 3 clusters Score -650624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -650670.187500 Penalty: 2768.802002
	Iteration 17Q: 3 clusters Score -650670.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -650694.437500 Penalty: 2768.802002
	Iteration 18Q: 3 clusters Score -650694.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -650708.375000 Penalty: 2768.802002
	Iteration 19Q: 3 clusters Score -650708.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -650721.312500 Penalty: 2768.802002
	Iteration 20F: 3 clusters Score -650721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -650727.125000 Penalty: 2768.802002
	Iteration 21Q: 3 clusters Score -650727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -650731.937500 Penalty: 2768.802002
	Iteration 22Q: 3 clusters Score -650731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -650734.875000 Penalty: 2768.802002
	Iteration 23Q: 3 clusters Score -650734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -650735.875000 Penalty: 2768.802002
	Iteration 24Q: 3 clusters Score -650735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -650736.750000 Penalty: 2768.802002
	Iteration 25Q: 3 clusters Score -650736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -650736.750000 Penalty: 2768.802002
	Iteration 26F: 3 clusters Score -650736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68423.203125 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68423.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68554.906250 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68554.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -68601.734375 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -68601.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68630.734375 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68630.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -68651.250000 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68651.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68659.789062 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68659.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68673.023438 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68673.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -68684.070312 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68684.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -68687.367188 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68687.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -68687.367188 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -68687.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Entering Unmasked Estep 
Score: -9044000.000000 Penalty: 1809.297119
	Iteration 0F: 2 clusters Score -9044000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -9001184.000000 Penalty: 3618.594238
	Iteration 0F: 3 clusters Score -9001184 nChanged 32251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -9019878.000000 Penalty: 3618.594238
	Iteration 1F: 3 clusters Score -9019878 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -9020808.000000 Penalty: 3618.594238
	Iteration 2Q: 3 clusters Score -9020808 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -9022216.000000 Penalty: 3618.594238
	Iteration 3Q: 3 clusters Score -9022216 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -9024230.000000 Penalty: 3618.594238
	Iteration 4F: 3 clusters Score -9024230 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -9026892.000000 Penalty: 3618.594238
	Iteration 5F: 3 clusters Score -9026892 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -9030518.000000 Penalty: 3618.594238
	Iteration 6F: 3 clusters Score -9030518 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -9034429.000000 Penalty: 3618.594238
	Iteration 7F: 3 clusters Score -9034429 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -9037769.000000 Penalty: 3618.594238
	Iteration 8F: 3 clusters Score -9037769 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -9040009.000000 Penalty: 3618.594238
	Iteration 9Q: 3 clusters Score -9040009 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9041396.000000 Penalty: 3618.594238
	Iteration 10Q: 3 clusters Score -9041396 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -9042436.000000 Penalty: 3618.594238
	Iteration 11Q: 3 clusters Score -9042436 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9043117.000000 Penalty: 3618.594238
	Iteration 12Q: 3 clusters Score -9043117 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9043516.000000 Penalty: 3618.594238
	Iteration 13Q: 3 clusters Score -9043516 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9043717.000000 Penalty: 3618.594238
	Iteration 14Q: 3 clusters Score -9043717 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9043826.000000 Penalty: 3618.594238
	Iteration 15Q: 3 clusters Score -9043826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9043883.000000 Penalty: 3618.594238
	Iteration 16Q: 3 clusters Score -9043883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9043899.000000 Penalty: 3618.594238
	Iteration 17Q: 3 clusters Score -9043899 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9043909.000000 Penalty: 3618.594238
	Iteration 18Q: 3 clusters Score -9043909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9043917.000000 Penalty: 3618.594238
	Iteration 19Q: 3 clusters Score -9043917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9043940.000000 Penalty: 3618.594238
	Iteration 20F: 3 clusters Score -9043940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9043948.000000 Penalty: 3618.594238
	Iteration 21Q: 3 clusters Score -9043948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9043947.000000 Penalty: 3618.594238
	Iteration 22Q: 3 clusters Score -9043947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9043933.000000 Penalty: 3618.594238
	Iteration 23Q: 3 clusters Score -9043933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9043936.000000 Penalty: 3618.594238
	Iteration 24Q: 3 clusters Score -9043936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9043939.000000 Penalty: 3618.594238
	Iteration 25Q: 3 clusters Score -9043939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9043941.000000 Penalty: 3618.594238
	Iteration 26Q: 3 clusters Score -9043941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9043935.000000 Penalty: 3618.594238
	Iteration 27Q: 3 clusters Score -9043935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9043939.000000 Penalty: 3618.594238
	Iteration 28Q: 3 clusters Score -9043939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9043935.000000 Penalty: 3618.594238
	Iteration 29Q: 3 clusters Score -9043935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9043936.000000 Penalty: 3618.594238
	Iteration 30Q: 3 clusters Score -9043936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9043931.000000 Penalty: 3618.594238
	Iteration 31Q: 3 clusters Score -9043931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9043927.000000 Penalty: 3618.594238
	Iteration 32Q: 3 clusters Score -9043927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9043927.000000 Penalty: 3618.594238
	Iteration 33F: 3 clusters Score -9043927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116212.679688 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116212.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116532.179688 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116532.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116673.710938 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116673.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116749.398438 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116749.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116795.062500 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116825.000000 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116847.843750 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116861.867188 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116873.367188 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116883.398438 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116896.054688 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -116896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116903.492188 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -116903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116905.187500 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -116905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116905.187500 Penalty: 2191.436279
	Iteration 13F: 3 clusters Score -116905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43553.558594 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43553.56 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43872.835938 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43872.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44019.285156 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -44019.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44094.867188 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -44094.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44212.906250 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -44212.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44275.332031 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44275.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44317.574219 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44317.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44333.343750 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44333.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44348.968750 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44348.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44350.281250 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44350.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44350.281250 Penalty: 2014.505615
	Iteration 10F: 3 clusters Score -44350.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11641.423828 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11641.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11746.968750 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11746.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11779.474609 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11779.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11812.144531 Penalty: 1751.448364
	Iteration 3F: 3 clusters Score -11812.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11842.174805 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11842.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11855.346680 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11855.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11867.727539 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -11867.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11869.283203 Penalty: 1751.448364
	Iteration 7Q: 3 clusters Score -11869.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11871.227539 Penalty: 1751.448364
	Iteration 8Q: 3 clusters Score -11871.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11871.227539 Penalty: 1751.448364
	Iteration 9F: 3 clusters Score -11871.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Entering Unmasked Estep 
Score: -3990535.750000 Penalty: 1677.762817
	Iteration 0F: 2 clusters Score -3990536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3969960.500000 Penalty: 3355.525635
	Iteration 0F: 3 clusters Score -3969960 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3978102.750000 Penalty: 3355.525635
	Iteration 1F: 3 clusters Score -3978103 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3978762.000000 Penalty: 3355.525635
	Iteration 2F: 3 clusters Score -3978762 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3979593.000000 Penalty: 3355.525635
	Iteration 3F: 3 clusters Score -3979593 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3980627.000000 Penalty: 3355.525635
	Iteration 4F: 3 clusters Score -3980627 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3981775.750000 Penalty: 3355.525635
	Iteration 5F: 3 clusters Score -3981776 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3983065.750000 Penalty: 3355.525635
	Iteration 6F: 3 clusters Score -3983066 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3984358.000000 Penalty: 3355.525635
	Iteration 7F: 3 clusters Score -3984358 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3985568.250000 Penalty: 3355.525635
	Iteration 8F: 3 clusters Score -3985568 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3986640.750000 Penalty: 3355.525635
	Iteration 9Q: 3 clusters Score -3986641 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3987518.000000 Penalty: 3355.525635
	Iteration 10Q: 3 clusters Score -3987518 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3988139.250000 Penalty: 3355.525635
	Iteration 11Q: 3 clusters Score -3988139 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3988529.250000 Penalty: 3355.525635
	Iteration 12Q: 3 clusters Score -3988529 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3988734.500000 Penalty: 3355.525635
	Iteration 13Q: 3 clusters Score -3988734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3988874.250000 Penalty: 3355.525635
	Iteration 14Q: 3 clusters Score -3988874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3988987.000000 Penalty: 3355.525635
	Iteration 15Q: 3 clusters Score -3988987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3989058.750000 Penalty: 3355.525635
	Iteration 16Q: 3 clusters Score -3989059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3989099.000000 Penalty: 3355.525635
	Iteration 17Q: 3 clusters Score -3989099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3989141.750000 Penalty: 3355.525635
	Iteration 18Q: 3 clusters Score -3989142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3989188.500000 Penalty: 3355.525635
	Iteration 19Q: 3 clusters Score -3989188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3989229.750000 Penalty: 3355.525635
	Iteration 20F: 3 clusters Score -3989230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3989289.750000 Penalty: 3355.525635
	Iteration 21Q: 3 clusters Score -3989290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3989337.250000 Penalty: 3355.525635
	Iteration 22Q: 3 clusters Score -3989337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3989373.500000 Penalty: 3355.525635
	Iteration 23Q: 3 clusters Score -3989374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3989399.500000 Penalty: 3355.525635
	Iteration 24Q: 3 clusters Score -3989400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3989434.750000 Penalty: 3355.525635
	Iteration 25Q: 3 clusters Score -3989435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3989454.250000 Penalty: 3355.525635
	Iteration 26Q: 3 clusters Score -3989454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3989468.250000 Penalty: 3355.525635
	Iteration 27Q: 3 clusters Score -3989468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3989476.500000 Penalty: 3355.525635
	Iteration 28Q: 3 clusters Score -3989476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3989481.000000 Penalty: 3355.525635
	Iteration 29Q: 3 clusters Score -3989481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3989484.250000 Penalty: 3355.525635
	Iteration 30Q: 3 clusters Score -3989484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3989481.000000 Penalty: 3355.525635
	Iteration 31Q: 3 clusters Score -3989481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3989479.250000 Penalty: 3355.525635
	Iteration 32Q: 3 clusters Score -3989479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3989481.500000 Penalty: 3355.525635
	Iteration 33Q: 3 clusters Score -3989482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3989480.000000 Penalty: 3355.525635
	Iteration 34Q: 3 clusters Score -3989480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3989483.250000 Penalty: 3355.525635
	Iteration 35Q: 3 clusters Score -3989483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3989482.000000 Penalty: 3355.525635
	Iteration 36Q: 3 clusters Score -3989482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3989484.000000 Penalty: 3355.525635
	Iteration 37Q: 3 clusters Score -3989484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3989488.000000 Penalty: 3355.525635
	Iteration 38Q: 3 clusters Score -3989488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3989488.000000 Penalty: 3355.525635
	Iteration 39Q: 3 clusters Score -3989488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3989493.500000 Penalty: 3355.525635
	Iteration 40F: 3 clusters Score -3989494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3989490.250000 Penalty: 3355.525635
	Iteration 41Q: 3 clusters Score -3989490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3989490.000000 Penalty: 3355.525635
	Iteration 42Q: 3 clusters Score -3989490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3989488.250000 Penalty: 3355.525635
	Iteration 43Q: 3 clusters Score -3989488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3989490.500000 Penalty: 3355.525635
	Iteration 44Q: 3 clusters Score -3989490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3989490.500000 Penalty: 3355.525635
	Iteration 45F: 3 clusters Score -3989490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -304647.625000 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -304647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302319.281250 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -302319.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -302836.343750 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -302836.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -302959.031250 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -302959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -303040.468750 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -303040.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303096.531250 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -303096.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -303131.656250 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -303131.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -303167.781250 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -303167.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303197.093750 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -303197.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -303221.250000 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -303221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -303246.218750 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -303246.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -303267.656250 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -303267.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303282.593750 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -303282.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -303303.500000 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -303303.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303317.781250 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -303317.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -303336.062500 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -303336.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -303353.593750 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -303353.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303372.000000 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -303372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303383.812500 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -303383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -303393.906250 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -303393.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -303404.843750 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -303404.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -303413.625000 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -303413.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -303426.500000 Penalty: 2523.810059
	Iteration 21Q: 3 clusters Score -303426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -303432.531250 Penalty: 2523.810059
	Iteration 22Q: 3 clusters Score -303432.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -303443.625000 Penalty: 2523.810059
	Iteration 23Q: 3 clusters Score -303443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -303450.375000 Penalty: 2523.810059
	Iteration 24Q: 3 clusters Score -303450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -303458.093750 Penalty: 2523.810059
	Iteration 25Q: 3 clusters Score -303458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -303466.437500 Penalty: 2523.810059
	Iteration 26Q: 3 clusters Score -303466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -303472.125000 Penalty: 2523.810059
	Iteration 27Q: 3 clusters Score -303472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -303472.593750 Penalty: 2523.810059
	Iteration 28Q: 3 clusters Score -303472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -303473.062500 Penalty: 2523.810059
	Iteration 29Q: 3 clusters Score -303473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -303473.781250 Penalty: 2523.810059
	Iteration 30Q: 3 clusters Score -303473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -303473.781250 Penalty: 2523.810059
	Iteration 31F: 3 clusters Score -303473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -265170.843750 Penalty: 1243.461426
	Iteration 0F: 2 clusters Score -265170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262997.531250 Penalty: 2486.922852
	Iteration 0F: 3 clusters Score -262997.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263499.218750 Penalty: 2486.922852
	Iteration 1F: 3 clusters Score -263499.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -263695.968750 Penalty: 2486.922852
	Iteration 2F: 3 clusters Score -263696 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263907.375000 Penalty: 2486.922852
	Iteration 3F: 3 clusters Score -263907.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -264119.187500 Penalty: 2486.922852
	Iteration 4F: 3 clusters Score -264119.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -264273.937500 Penalty: 2486.922852
	Iteration 5F: 3 clusters Score -264273.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -264394.968750 Penalty: 2486.922852
	Iteration 6F: 3 clusters Score -264395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -264460.281250 Penalty: 2486.922852
	Iteration 7Q: 3 clusters Score -264460.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -264493.343750 Penalty: 2486.922852
	Iteration 8Q: 3 clusters Score -264493.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -264508.093750 Penalty: 2486.922852
	Iteration 9Q: 3 clusters Score -264508.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -264523.687500 Penalty: 2486.922852
	Iteration 10Q: 3 clusters Score -264523.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -264535.968750 Penalty: 2486.922852
	Iteration 11Q: 3 clusters Score -264536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -264541.531250 Penalty: 2486.922852
	Iteration 12Q: 3 clusters Score -264541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -264544.250000 Penalty: 2486.922852
	Iteration 13Q: 3 clusters Score -264544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264546.437500 Penalty: 2486.922852
	Iteration 14Q: 3 clusters Score -264546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264547.812500 Penalty: 2486.922852
	Iteration 15Q: 3 clusters Score -264547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264548.937500 Penalty: 2486.922852
	Iteration 16Q: 3 clusters Score -264548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -264549.656250 Penalty: 2486.922852
	Iteration 17Q: 3 clusters Score -264549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -264550.031250 Penalty: 2486.922852
	Iteration 18Q: 3 clusters Score -264550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -264550.281250 Penalty: 2486.922852
	Iteration 19Q: 3 clusters Score -264550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -264551.156250 Penalty: 2486.922852
	Iteration 20F: 3 clusters Score -264551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264551.750000 Penalty: 2486.922852
	Iteration 21Q: 3 clusters Score -264551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264551.750000 Penalty: 2486.922852
	Iteration 22F: 3 clusters Score -264551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Entering Unmasked Estep 
Score: -4676482.000000 Penalty: 1701.134033
	Iteration 0F: 2 clusters Score -4676482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4652865.000000 Penalty: 3402.268066
	Iteration 0F: 3 clusters Score -4652865 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4662228.500000 Penalty: 3402.268066
	Iteration 1F: 3 clusters Score -4662228 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4663084.500000 Penalty: 3402.268066
	Iteration 2F: 3 clusters Score -4663084 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4664166.500000 Penalty: 3402.268066
	Iteration 3F: 3 clusters Score -4664166 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4665563.500000 Penalty: 3402.268066
	Iteration 4F: 3 clusters Score -4665564 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4667192.500000 Penalty: 3402.268066
	Iteration 5F: 3 clusters Score -4667192 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4668916.500000 Penalty: 3402.268066
	Iteration 6F: 3 clusters Score -4668916 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4670554.500000 Penalty: 3402.268066
	Iteration 7F: 3 clusters Score -4670554 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4672006.000000 Penalty: 3402.268066
	Iteration 8F: 3 clusters Score -4672006 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4673043.500000 Penalty: 3402.268066
	Iteration 9Q: 3 clusters Score -4673044 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4673770.000000 Penalty: 3402.268066
	Iteration 10Q: 3 clusters Score -4673770 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4674238.000000 Penalty: 3402.268066
	Iteration 11Q: 3 clusters Score -4674238 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4674566.000000 Penalty: 3402.268066
	Iteration 12Q: 3 clusters Score -4674566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4674750.000000 Penalty: 3402.268066
	Iteration 13Q: 3 clusters Score -4674750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4674862.500000 Penalty: 3402.268066
	Iteration 14Q: 3 clusters Score -4674862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4674948.000000 Penalty: 3402.268066
	Iteration 15Q: 3 clusters Score -4674948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4674994.000000 Penalty: 3402.268066
	Iteration 16Q: 3 clusters Score -4674994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4675040.500000 Penalty: 3402.268066
	Iteration 17Q: 3 clusters Score -4675040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4675068.000000 Penalty: 3402.268066
	Iteration 18Q: 3 clusters Score -4675068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4675090.000000 Penalty: 3402.268066
	Iteration 19Q: 3 clusters Score -4675090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4675116.500000 Penalty: 3402.268066
	Iteration 20F: 3 clusters Score -4675116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4675121.000000 Penalty: 3402.268066
	Iteration 21Q: 3 clusters Score -4675121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4675129.000000 Penalty: 3402.268066
	Iteration 22Q: 3 clusters Score -4675129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4675139.500000 Penalty: 3402.268066
	Iteration 23Q: 3 clusters Score -4675140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675141.000000 Penalty: 3402.268066
	Iteration 24Q: 3 clusters Score -4675141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4675156.000000 Penalty: 3402.268066
	Iteration 25Q: 3 clusters Score -4675156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4675171.000000 Penalty: 3402.268066
	Iteration 26Q: 3 clusters Score -4675171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4675177.500000 Penalty: 3402.268066
	Iteration 27Q: 3 clusters Score -4675178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4675182.000000 Penalty: 3402.268066
	Iteration 28Q: 3 clusters Score -4675182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675185.500000 Penalty: 3402.268066
	Iteration 29Q: 3 clusters Score -4675186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4675186.500000 Penalty: 3402.268066
	Iteration 30Q: 3 clusters Score -4675186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675187.000000 Penalty: 3402.268066
	Iteration 31Q: 3 clusters Score -4675187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4675187.000000 Penalty: 3402.268066
	Iteration 32Q: 3 clusters Score -4675187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4675192.000000 Penalty: 3402.268066
	Iteration 33Q: 3 clusters Score -4675192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675193.000000 Penalty: 3402.268066
	Iteration 34Q: 3 clusters Score -4675193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675193.500000 Penalty: 3402.268066
	Iteration 35Q: 3 clusters Score -4675194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4675200.000000 Penalty: 3402.268066
	Iteration 36Q: 3 clusters Score -4675200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4675198.000000 Penalty: 3402.268066
	Iteration 37Q: 3 clusters Score -4675198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4675201.500000 Penalty: 3402.268066
	Iteration 38Q: 3 clusters Score -4675202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4675205.000000 Penalty: 3402.268066
	Iteration 39Q: 3 clusters Score -4675205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4675208.500000 Penalty: 3402.268066
	Iteration 40F: 3 clusters Score -4675208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4675207.000000 Penalty: 3402.268066
	Iteration 41Q: 3 clusters Score -4675207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4675214.500000 Penalty: 3402.268066
	Iteration 42Q: 3 clusters Score -4675214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4675211.500000 Penalty: 3402.268066
	Iteration 43Q: 3 clusters Score -4675212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4675212.500000 Penalty: 3402.268066
	Iteration 44Q: 3 clusters Score -4675212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4675212.500000 Penalty: 3402.268066
	Iteration 45Q: 3 clusters Score -4675212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4675211.000000 Penalty: 3402.268066
	Iteration 46Q: 3 clusters Score -4675211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4675212.000000 Penalty: 3402.268066
	Iteration 47Q: 3 clusters Score -4675212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4675212.000000 Penalty: 3402.268066
	Iteration 48Q: 3 clusters Score -4675212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4675212.000000 Penalty: 3402.268066
	Iteration 49F: 3 clusters Score -4675212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42634.210938 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42634.21 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42868.203125 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42868.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42970.851562 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -42970.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43064.195312 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43064.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43123.093750 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43123.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43147.519531 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43147.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43162.238281 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43162.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43189.355469 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43189.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43206.214844 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43206.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43228.484375 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43228.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43271.371094 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43271.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43323.875000 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -43323.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43352.585938 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -43352.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43379.671875 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -43379.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43394.734375 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -43394.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43410.132812 Penalty: 1992.648682
	Iteration 15Q: 3 clusters Score -43410.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43417.843750 Penalty: 1992.648682
	Iteration 16Q: 3 clusters Score -43417.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43418.539062 Penalty: 1992.648682
	Iteration 17Q: 3 clusters Score -43418.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43418.539062 Penalty: 1992.648682
	Iteration 18F: 3 clusters Score -43418.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16875.966797 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16875.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16968.804688 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17013.365234 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -17013.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17036.621094 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17036.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17048.849609 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17048.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17048.849609 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -17048.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -309447.687500 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -309447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -307048.031250 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -307048 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -307633.343750 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -307633.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -307785.312500 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -307785.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307893.812500 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -307893.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -307972.218750 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -307972.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -308034.843750 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -308034.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -308092.562500 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -308092.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -308159.406250 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -308159.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -308251.687500 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -308251.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -308372.156250 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -308372.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -308487.156250 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -308487.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -308569.656250 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -308569.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -308648.781250 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -308648.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308720.625000 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -308720.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -308774.468750 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -308774.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -308835.000000 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -308835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308888.937500 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -308888.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -308923.281250 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -308923.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -308949.562500 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -308949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -308966.062500 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -308966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -308976.250000 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -308976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -308979.781250 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -308979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308980.750000 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -308980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308980.750000 Penalty: 2536.514404
	Iteration 23F: 3 clusters Score -308980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53948.003906 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54374.417969 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54374.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54495.000000 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54572.058594 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -54572.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54586.867188 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54586.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54607.609375 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54607.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54619.636719 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54619.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54637.808594 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54637.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54651.121094 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54651.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54659.449219 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54659.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54669.980469 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -54669.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54670.429688 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -54670.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54671.949219 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -54671.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54675.578125 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -54675.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54675.578125 Penalty: 2021.691772
	Iteration 14F: 3 clusters Score -54675.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2608452.750000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608453 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2612394.000000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612394 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2612716.750000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612717 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2613032.750000 Penalty: 3148.358887
	Iteration 3Q: 3 clusters Score -2613033 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2613348.000000 Penalty: 3148.358887
	Iteration 4Q: 3 clusters Score -2613348 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2613709.000000 Penalty: 3148.358887
	Iteration 5Q: 3 clusters Score -2613709 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2614126.500000 Penalty: 3148.358887
	Iteration 6Q: 3 clusters Score -2614126 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2614606.500000 Penalty: 3148.358887
	Iteration 7Q: 3 clusters Score -2614606 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2615147.000000 Penalty: 3148.358887
	Iteration 8F: 3 clusters Score -2615147 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2615709.250000 Penalty: 3148.358887
	Iteration 9F: 3 clusters Score -2615709 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2616252.750000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616253 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2616821.000000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2616821 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2617417.000000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2617417 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2617919.750000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617920 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2618271.750000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2618272 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2618469.500000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2618470 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2618619.000000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2618619 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2618719.500000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2618720 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2618790.000000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2618790 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2618845.500000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2618846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2618895.000000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2618895 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2618928.250000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2618928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2618963.500000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2618964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2618994.500000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2618994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2619022.250000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2619022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2619071.750000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2619072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2619105.000000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2619105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2619132.750000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2619133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2619176.500000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2619176 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2619216.000000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2619216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2619246.750000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2619247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2619292.250000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2619292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2619326.750000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2619327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2619361.000000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2619361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2619379.750000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2619380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2619403.500000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2619404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2619417.500000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2619418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2619429.000000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2619429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2619442.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2619442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2619461.000000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2619461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2619479.000000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2619479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2619482.750000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2619483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2619494.500000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2619494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2619512.000000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2619512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2619527.000000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2619527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2619542.250000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2619542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2619546.250000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2619546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2619559.750000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2619560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2619560.750000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2619561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2619568.000000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2619568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2619573.500000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2619574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2619578.500000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2619578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2619584.000000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2619584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2619590.250000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2619590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2619585.750000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2619586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2619594.750000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2619595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2619590.500000 Penalty: 3148.358887
	Iteration 56Q: 3 clusters Score -2619590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2619592.250000 Penalty: 3148.358887
	Iteration 57Q: 3 clusters Score -2619592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2619591.000000 Penalty: 3148.358887
	Iteration 58Q: 3 clusters Score -2619591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2619595.750000 Penalty: 3148.358887
	Iteration 59Q: 3 clusters Score -2619596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2619598.000000 Penalty: 3148.358887
	Iteration 60F: 3 clusters Score -2619598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2619596.750000 Penalty: 3148.358887
	Iteration 61Q: 3 clusters Score -2619597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2619601.500000 Penalty: 3148.358887
	Iteration 62Q: 3 clusters Score -2619602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2619605.000000 Penalty: 3148.358887
	Iteration 63Q: 3 clusters Score -2619605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2619607.500000 Penalty: 3148.358887
	Iteration 64Q: 3 clusters Score -2619608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2619611.250000 Penalty: 3148.358887
	Iteration 65Q: 3 clusters Score -2619611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2619604.250000 Penalty: 3148.358887
	Iteration 66Q: 3 clusters Score -2619604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2619609.250000 Penalty: 3148.358887
	Iteration 67Q: 3 clusters Score -2619609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2619609.750000 Penalty: 3148.358887
	Iteration 68Q: 3 clusters Score -2619610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2619610.500000 Penalty: 3148.358887
	Iteration 69Q: 3 clusters Score -2619610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2619616.000000 Penalty: 3148.358887
	Iteration 70Q: 3 clusters Score -2619616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2619617.000000 Penalty: 3148.358887
	Iteration 71Q: 3 clusters Score -2619617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2619615.250000 Penalty: 3148.358887
	Iteration 72Q: 3 clusters Score -2619615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2619615.250000 Penalty: 3148.358887
	Iteration 73Q: 3 clusters Score -2619615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2619606.750000 Penalty: 3148.358887
	Iteration 74Q: 3 clusters Score -2619607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2619613.750000 Penalty: 3148.358887
	Iteration 75Q: 3 clusters Score -2619614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2619610.750000 Penalty: 3148.358887
	Iteration 76Q: 3 clusters Score -2619611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2619616.750000 Penalty: 3148.358887
	Iteration 77Q: 3 clusters Score -2619617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2619619.000000 Penalty: 3148.358887
	Iteration 78Q: 3 clusters Score -2619619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2619622.250000 Penalty: 3148.358887
	Iteration 79Q: 3 clusters Score -2619622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2619619.250000 Penalty: 3148.358887
	Iteration 80F: 3 clusters Score -2619619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2619617.500000 Penalty: 3148.358887
	Iteration 81Q: 3 clusters Score -2619618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2619615.250000 Penalty: 3148.358887
	Iteration 82Q: 3 clusters Score -2619615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2619617.750000 Penalty: 3148.358887
	Iteration 83Q: 3 clusters Score -2619618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2619614.000000 Penalty: 3148.358887
	Iteration 84Q: 3 clusters Score -2619614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2619615.250000 Penalty: 3148.358887
	Iteration 85Q: 3 clusters Score -2619615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2619611.000000 Penalty: 3148.358887
	Iteration 86Q: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2619611.000000 Penalty: 3148.358887
	Iteration 87F: 3 clusters Score -2619611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68469 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30476 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35190 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 57835 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88344 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58263 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66082 members 
Mstep: Class 50 contains 63303 members 
Mstep: Class 51 contains 13694 members 
Entering Unmasked Estep 
Score: -85950960.000000 Penalty: 111074.656250
Splitting cluster 34 changes total score from -85951384.000000 to -85950960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (57835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Entering Unmasked Estep 
Score: -7697596.500000 Penalty: 1781.869263
	Iteration 0F: 2 clusters Score -7697596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7662189.000000 Penalty: 3563.738525
	Iteration 0F: 3 clusters Score -7662189 nChanged 27270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -7677975.500000 Penalty: 3563.738525
	Iteration 1F: 3 clusters Score -7677976 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -7679015.000000 Penalty: 3563.738525
	Iteration 2Q: 3 clusters Score -7679015 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -7680509.000000 Penalty: 3563.738525
	Iteration 3Q: 3 clusters Score -7680509 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -7682541.000000 Penalty: 3563.738525
	Iteration 4F: 3 clusters Score -7682541 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7685140.000000 Penalty: 3563.738525
	Iteration 5F: 3 clusters Score -7685140 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -7688179.500000 Penalty: 3563.738525
	Iteration 6F: 3 clusters Score -7688180 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -7690783.000000 Penalty: 3563.738525
	Iteration 7F: 3 clusters Score -7690783 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -7692364.000000 Penalty: 3563.738525
	Iteration 8F: 3 clusters Score -7692364 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -7693053.500000 Penalty: 3563.738525
	Iteration 9Q: 3 clusters Score -7693054 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -7693365.500000 Penalty: 3563.738525
	Iteration 10Q: 3 clusters Score -7693366 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7693582.000000 Penalty: 3563.738525
	Iteration 11Q: 3 clusters Score -7693582 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -7693757.500000 Penalty: 3563.738525
	Iteration 12Q: 3 clusters Score -7693758 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -7693912.500000 Penalty: 3563.738525
	Iteration 13Q: 3 clusters Score -7693912 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -7694070.500000 Penalty: 3563.738525
	Iteration 14Q: 3 clusters Score -7694070 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -7694172.000000 Penalty: 3563.738525
	Iteration 15Q: 3 clusters Score -7694172 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -7694305.000000 Penalty: 3563.738525
	Iteration 16Q: 3 clusters Score -7694305 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -7694380.500000 Penalty: 3563.738525
	Iteration 17Q: 3 clusters Score -7694380 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -7694533.500000 Penalty: 3563.738525
	Iteration 18Q: 3 clusters Score -7694534 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -7694606.000000 Penalty: 3563.738525
	Iteration 19Q: 3 clusters Score -7694606 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -7694688.000000 Penalty: 3563.738525
	Iteration 20F: 3 clusters Score -7694688 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -7694745.500000 Penalty: 3563.738525
	Iteration 21Q: 3 clusters Score -7694746 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7694796.000000 Penalty: 3563.738525
	Iteration 22Q: 3 clusters Score -7694796 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7694840.500000 Penalty: 3563.738525
	Iteration 23Q: 3 clusters Score -7694840 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -7694877.500000 Penalty: 3563.738525
	Iteration 24Q: 3 clusters Score -7694878 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -7694919.500000 Penalty: 3563.738525
	Iteration 25Q: 3 clusters Score -7694920 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7694919.000000 Penalty: 3563.738525
	Iteration 26Q: 3 clusters Score -7694919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7694921.500000 Penalty: 3563.738525
	Iteration 27Q: 3 clusters Score -7694922 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7694933.500000 Penalty: 3563.738525
	Iteration 28Q: 3 clusters Score -7694934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7694962.500000 Penalty: 3563.738525
	Iteration 29Q: 3 clusters Score -7694962 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -7694969.000000 Penalty: 3563.738525
	Iteration 30Q: 3 clusters Score -7694969 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7694979.500000 Penalty: 3563.738525
	Iteration 31Q: 3 clusters Score -7694980 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7694983.500000 Penalty: 3563.738525
	Iteration 32Q: 3 clusters Score -7694984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7694959.500000 Penalty: 3563.738525
	Iteration 33Q: 3 clusters Score -7694960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7694975.000000 Penalty: 3563.738525
	Iteration 34Q: 3 clusters Score -7694975 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -7694983.500000 Penalty: 3563.738525
	Iteration 35Q: 3 clusters Score -7694984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7695015.000000 Penalty: 3563.738525
	Iteration 36Q: 3 clusters Score -7695015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -7695056.000000 Penalty: 3563.738525
	Iteration 37Q: 3 clusters Score -7695056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7695059.500000 Penalty: 3563.738525
	Iteration 38Q: 3 clusters Score -7695060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -7695098.500000 Penalty: 3563.738525
	Iteration 39Q: 3 clusters Score -7695098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7695111.000000 Penalty: 3563.738525
	Iteration 40F: 3 clusters Score -7695111 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7695114.500000 Penalty: 3563.738525
	Iteration 41Q: 3 clusters Score -7695114 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7695132.000000 Penalty: 3563.738525
	Iteration 42Q: 3 clusters Score -7695132 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -7695162.000000 Penalty: 3563.738525
	Iteration 43Q: 3 clusters Score -7695162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -7695195.000000 Penalty: 3563.738525
	Iteration 44Q: 3 clusters Score -7695195 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -7695194.000000 Penalty: 3563.738525
	Iteration 45Q: 3 clusters Score -7695194 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -7695251.500000 Penalty: 3563.738525
	Iteration 46Q: 3 clusters Score -7695252 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -7695285.000000 Penalty: 3563.738525
	Iteration 47Q: 3 clusters Score -7695285 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -7695313.000000 Penalty: 3563.738525
	Iteration 48Q: 3 clusters Score -7695313 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -7695335.000000 Penalty: 3563.738525
	Iteration 49Q: 3 clusters Score -7695335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -7695375.000000 Penalty: 3563.738525
	Iteration 50Q: 3 clusters Score -7695375 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -7695434.500000 Penalty: 3563.738525
	Iteration 51Q: 3 clusters Score -7695434 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -7695443.000000 Penalty: 3563.738525
	Iteration 52Q: 3 clusters Score -7695443 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -7695457.500000 Penalty: 3563.738525
	Iteration 53Q: 3 clusters Score -7695458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7695491.000000 Penalty: 3563.738525
	Iteration 54Q: 3 clusters Score -7695491 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -7695488.000000 Penalty: 3563.738525
	Iteration 55Q: 3 clusters Score -7695488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -7695502.000000 Penalty: 3563.738525
	Iteration 56Q: 3 clusters Score -7695502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -7695526.500000 Penalty: 3563.738525
	Iteration 57Q: 3 clusters Score -7695526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -7695554.000000 Penalty: 3563.738525
	Iteration 58Q: 3 clusters Score -7695554 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -7695556.500000 Penalty: 3563.738525
	Iteration 59Q: 3 clusters Score -7695556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -7695556.000000 Penalty: 3563.738525
	Iteration 60F: 3 clusters Score -7695556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -7695575.000000 Penalty: 3563.738525
	Iteration 61Q: 3 clusters Score -7695575 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -7695597.000000 Penalty: 3563.738525
	Iteration 62Q: 3 clusters Score -7695597 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -7695605.000000 Penalty: 3563.738525
	Iteration 63Q: 3 clusters Score -7695605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -7695578.500000 Penalty: 3563.738525
	Iteration 64Q: 3 clusters Score -7695578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -7695595.500000 Penalty: 3563.738525
	Iteration 65Q: 3 clusters Score -7695596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -7695596.000000 Penalty: 3563.738525
	Iteration 66Q: 3 clusters Score -7695596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -7695587.500000 Penalty: 3563.738525
	Iteration 67Q: 3 clusters Score -7695588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -7695597.000000 Penalty: 3563.738525
	Iteration 68Q: 3 clusters Score -7695597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -7695611.000000 Penalty: 3563.738525
	Iteration 69Q: 3 clusters Score -7695611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7695601.000000 Penalty: 3563.738525
	Iteration 70Q: 3 clusters Score -7695601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -7695609.000000 Penalty: 3563.738525
	Iteration 71Q: 3 clusters Score -7695609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -7695614.500000 Penalty: 3563.738525
	Iteration 72Q: 3 clusters Score -7695614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -7695614.500000 Penalty: 3563.738525
	Iteration 73Q: 3 clusters Score -7695614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -7695648.000000 Penalty: 3563.738525
	Iteration 74Q: 3 clusters Score -7695648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -7695649.000000 Penalty: 3563.738525
	Iteration 75Q: 3 clusters Score -7695649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -7695651.500000 Penalty: 3563.738525
	Iteration 76Q: 3 clusters Score -7695652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -7695664.500000 Penalty: 3563.738525
	Iteration 77Q: 3 clusters Score -7695664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -7695665.500000 Penalty: 3563.738525
	Iteration 78Q: 3 clusters Score -7695666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -7695654.500000 Penalty: 3563.738525
	Iteration 79Q: 3 clusters Score -7695654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -7695661.500000 Penalty: 3563.738525
	Iteration 80F: 3 clusters Score -7695662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7695665.500000 Penalty: 3563.738525
	Iteration 81Q: 3 clusters Score -7695666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -7695659.500000 Penalty: 3563.738525
	Iteration 82Q: 3 clusters Score -7695660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -7695667.500000 Penalty: 3563.738525
	Iteration 83Q: 3 clusters Score -7695668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -7695656.500000 Penalty: 3563.738525
	Iteration 84Q: 3 clusters Score -7695656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -7695669.000000 Penalty: 3563.738525
	Iteration 85Q: 3 clusters Score -7695669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -7695662.500000 Penalty: 3563.738525
	Iteration 86Q: 3 clusters Score -7695662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7695671.000000 Penalty: 3563.738525
	Iteration 87Q: 3 clusters Score -7695671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -7695661.500000 Penalty: 3563.738525
	Iteration 88Q: 3 clusters Score -7695662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -7695682.500000 Penalty: 3563.738525
	Iteration 89Q: 3 clusters Score -7695682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -7695682.000000 Penalty: 3563.738525
	Iteration 90Q: 3 clusters Score -7695682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -7695681.000000 Penalty: 3563.738525
	Iteration 91Q: 3 clusters Score -7695681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -7695678.500000 Penalty: 3563.738525
	Iteration 92Q: 3 clusters Score -7695678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -7695674.500000 Penalty: 3563.738525
	Iteration 93Q: 3 clusters Score -7695674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -7695671.500000 Penalty: 3563.738525
	Iteration 94Q: 3 clusters Score -7695672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -7695668.000000 Penalty: 3563.738525
	Iteration 95Q: 3 clusters Score -7695668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -7695670.500000 Penalty: 3563.738525
	Iteration 96Q: 3 clusters Score -7695670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -7695689.500000 Penalty: 3563.738525
	Iteration 97Q: 3 clusters Score -7695690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -7695686.000000 Penalty: 3563.738525
	Iteration 98Q: 3 clusters Score -7695686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -7695682.500000 Penalty: 3563.738525
	Iteration 99Q: 3 clusters Score -7695682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -7695680.500000 Penalty: 3563.738525
	Iteration 100F: 3 clusters Score -7695680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -7695697.000000 Penalty: 3563.738525
	Iteration 101Q: 3 clusters Score -7695697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -7695678.500000 Penalty: 3563.738525
	Iteration 102Q: 3 clusters Score -7695678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -7695708.000000 Penalty: 3563.738525
	Iteration 103Q: 3 clusters Score -7695708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -7695708.500000 Penalty: 3563.738525
	Iteration 104Q: 3 clusters Score -7695708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7695701.000000 Penalty: 3563.738525
	Iteration 105Q: 3 clusters Score -7695701 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -7695696.500000 Penalty: 3563.738525
	Iteration 106Q: 3 clusters Score -7695696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -7695702.500000 Penalty: 3563.738525
	Iteration 107Q: 3 clusters Score -7695702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -7695702.500000 Penalty: 3563.738525
	Iteration 108Q: 3 clusters Score -7695702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -7695683.500000 Penalty: 3563.738525
	Iteration 109Q: 3 clusters Score -7695684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -7695696.000000 Penalty: 3563.738525
	Iteration 110Q: 3 clusters Score -7695696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -7695714.500000 Penalty: 3563.738525
	Iteration 111Q: 3 clusters Score -7695714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -7695696.000000 Penalty: 3563.738525
	Iteration 112Q: 3 clusters Score -7695696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -7695705.500000 Penalty: 3563.738525
	Iteration 113Q: 3 clusters Score -7695706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -7695702.000000 Penalty: 3563.738525
	Iteration 114Q: 3 clusters Score -7695702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -7695682.500000 Penalty: 3563.738525
	Iteration 115Q: 3 clusters Score -7695682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -7695690.500000 Penalty: 3563.738525
	Iteration 116Q: 3 clusters Score -7695690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -7695706.000000 Penalty: 3563.738525
	Iteration 117Q: 3 clusters Score -7695706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7695711.000000 Penalty: 3563.738525
	Iteration 118Q: 3 clusters Score -7695711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -7695712.000000 Penalty: 3563.738525
	Iteration 119Q: 3 clusters Score -7695712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -7695728.000000 Penalty: 3563.738525
	Iteration 120F: 3 clusters Score -7695728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7695736.500000 Penalty: 3563.738525
	Iteration 121Q: 3 clusters Score -7695736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -7695746.500000 Penalty: 3563.738525
	Iteration 122Q: 3 clusters Score -7695746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -7695749.000000 Penalty: 3563.738525
	Iteration 123Q: 3 clusters Score -7695749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7695749.000000 Penalty: 3563.738525
	Iteration 124Q: 3 clusters Score -7695749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7695740.000000 Penalty: 3563.738525
	Iteration 125Q: 3 clusters Score -7695740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -7695736.500000 Penalty: 3563.738525
	Iteration 126Q: 3 clusters Score -7695736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -7695728.000000 Penalty: 3563.738525
	Iteration 127Q: 3 clusters Score -7695728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -7695723.500000 Penalty: 3563.738525
	Iteration 128Q: 3 clusters Score -7695724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -7695738.500000 Penalty: 3563.738525
	Iteration 129Q: 3 clusters Score -7695738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -7695741.000000 Penalty: 3563.738525
	Iteration 130Q: 3 clusters Score -7695741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -7695735.500000 Penalty: 3563.738525
	Iteration 131Q: 3 clusters Score -7695736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -7695733.500000 Penalty: 3563.738525
	Iteration 132Q: 3 clusters Score -7695734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -7695719.000000 Penalty: 3563.738525
	Iteration 133Q: 3 clusters Score -7695719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -7695730.000000 Penalty: 3563.738525
	Iteration 134Q: 3 clusters Score -7695730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -7695726.500000 Penalty: 3563.738525
	Iteration 135Q: 3 clusters Score -7695726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -7695730.000000 Penalty: 3563.738525
	Iteration 136Q: 3 clusters Score -7695730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -7695744.000000 Penalty: 3563.738525
	Iteration 137Q: 3 clusters Score -7695744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -7695740.000000 Penalty: 3563.738525
	Iteration 138Q: 3 clusters Score -7695740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -7695743.500000 Penalty: 3563.738525
	Iteration 139Q: 3 clusters Score -7695744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -7695745.500000 Penalty: 3563.738525
	Iteration 140F: 3 clusters Score -7695746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -7695753.500000 Penalty: 3563.738525
	Iteration 141Q: 3 clusters Score -7695754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -7695759.000000 Penalty: 3563.738525
	Iteration 142Q: 3 clusters Score -7695759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -7695763.000000 Penalty: 3563.738525
	Iteration 143Q: 3 clusters Score -7695763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -7695757.000000 Penalty: 3563.738525
	Iteration 144Q: 3 clusters Score -7695757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -7695753.000000 Penalty: 3563.738525
	Iteration 145Q: 3 clusters Score -7695753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -7695755.000000 Penalty: 3563.738525
	Iteration 146Q: 3 clusters Score -7695755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7695748.000000 Penalty: 3563.738525
	Iteration 147Q: 3 clusters Score -7695748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -7695756.500000 Penalty: 3563.738525
	Iteration 148Q: 3 clusters Score -7695756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -7695751.000000 Penalty: 3563.738525
	Iteration 149Q: 3 clusters Score -7695751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -7695745.000000 Penalty: 3563.738525
	Iteration 150Q: 3 clusters Score -7695745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -7695747.500000 Penalty: 3563.738525
	Iteration 151Q: 3 clusters Score -7695748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -7695744.000000 Penalty: 3563.738525
	Iteration 152Q: 3 clusters Score -7695744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -7695747.000000 Penalty: 3563.738525
	Iteration 153Q: 3 clusters Score -7695747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -7695742.000000 Penalty: 3563.738525
	Iteration 154Q: 3 clusters Score -7695742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -7695741.500000 Penalty: 3563.738525
	Iteration 155Q: 3 clusters Score -7695742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -7695736.000000 Penalty: 3563.738525
	Iteration 156Q: 3 clusters Score -7695736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -7695728.000000 Penalty: 3563.738525
	Iteration 157Q: 3 clusters Score -7695728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -7695723.000000 Penalty: 3563.738525
	Iteration 158Q: 3 clusters Score -7695723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -7695729.000000 Penalty: 3563.738525
	Iteration 159Q: 3 clusters Score -7695729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -7695734.000000 Penalty: 3563.738525
	Iteration 160F: 3 clusters Score -7695734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -7695729.500000 Penalty: 3563.738525
	Iteration 161Q: 3 clusters Score -7695730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -7695738.500000 Penalty: 3563.738525
	Iteration 162Q: 3 clusters Score -7695738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -7695725.000000 Penalty: 3563.738525
	Iteration 163Q: 3 clusters Score -7695725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7695734.500000 Penalty: 3563.738525
	Iteration 164Q: 3 clusters Score -7695734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -7695731.000000 Penalty: 3563.738525
	Iteration 165Q: 3 clusters Score -7695731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7695719.500000 Penalty: 3563.738525
	Iteration 166Q: 3 clusters Score -7695720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -7695719.500000 Penalty: 3563.738525
	Iteration 167Q: 3 clusters Score -7695720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -7695726.500000 Penalty: 3563.738525
	Iteration 168Q: 3 clusters Score -7695726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -7695721.000000 Penalty: 3563.738525
	Iteration 169Q: 3 clusters Score -7695721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -7695724.500000 Penalty: 3563.738525
	Iteration 170Q: 3 clusters Score -7695724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -7695720.000000 Penalty: 3563.738525
	Iteration 171Q: 3 clusters Score -7695720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -7695721.000000 Penalty: 3563.738525
	Iteration 172Q: 3 clusters Score -7695721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -7695714.500000 Penalty: 3563.738525
	Iteration 173Q: 3 clusters Score -7695714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -7695715.500000 Penalty: 3563.738525
	Iteration 174Q: 3 clusters Score -7695716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -7695715.000000 Penalty: 3563.738525
	Iteration 175Q: 3 clusters Score -7695715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -7695716.500000 Penalty: 3563.738525
	Iteration 176Q: 3 clusters Score -7695716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7695712.500000 Penalty: 3563.738525
	Iteration 177Q: 3 clusters Score -7695712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7695711.500000 Penalty: 3563.738525
	Iteration 178Q: 3 clusters Score -7695712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -7695716.500000 Penalty: 3563.738525
	Iteration 179Q: 3 clusters Score -7695716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7695713.000000 Penalty: 3563.738525
	Iteration 180F: 3 clusters Score -7695713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7695711.000000 Penalty: 3563.738525
	Iteration 181Q: 3 clusters Score -7695711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7695708.500000 Penalty: 3563.738525
	Iteration 182Q: 3 clusters Score -7695708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7695708.000000 Penalty: 3563.738525
	Iteration 183Q: 3 clusters Score -7695708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7695708.000000 Penalty: 3563.738525
	Iteration 184F: 3 clusters Score -7695708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20645.402344 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20645.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20823.357422 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20823.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20913.564453 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20913.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20971.746094 Penalty: 1866.476074
	Iteration 3Q: 3 clusters Score -20971.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21005.609375 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21005.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21010.929688 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21010.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21016.886719 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21016.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21027.318359 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21027.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21027.318359 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -21027.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -375251.437500 Penalty: 1293.835938
	Iteration 0F: 2 clusters Score -375251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -372573.937500 Penalty: 2587.671875
	Iteration 0F: 3 clusters Score -372573.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -373181.687500 Penalty: 2587.671875
	Iteration 1F: 3 clusters Score -373181.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -373300.562500 Penalty: 2587.671875
	Iteration 2F: 3 clusters Score -373300.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -373397.218750 Penalty: 2587.671875
	Iteration 3F: 3 clusters Score -373397.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -373454.218750 Penalty: 2587.671875
	Iteration 4Q: 3 clusters Score -373454.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -373488.187500 Penalty: 2587.671875
	Iteration 5Q: 3 clusters Score -373488.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -373512.625000 Penalty: 2587.671875
	Iteration 6Q: 3 clusters Score -373512.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -373537.218750 Penalty: 2587.671875
	Iteration 7Q: 3 clusters Score -373537.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -373561.125000 Penalty: 2587.671875
	Iteration 8Q: 3 clusters Score -373561.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -373585.875000 Penalty: 2587.671875
	Iteration 9Q: 3 clusters Score -373585.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373613.187500 Penalty: 2587.671875
	Iteration 10Q: 3 clusters Score -373613.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -373644.468750 Penalty: 2587.671875
	Iteration 11Q: 3 clusters Score -373644.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -373687.750000 Penalty: 2587.671875
	Iteration 12Q: 3 clusters Score -373687.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -373731.000000 Penalty: 2587.671875
	Iteration 13Q: 3 clusters Score -373731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -373769.906250 Penalty: 2587.671875
	Iteration 14Q: 3 clusters Score -373769.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -373820.093750 Penalty: 2587.671875
	Iteration 15Q: 3 clusters Score -373820.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -373869.093750 Penalty: 2587.671875
	Iteration 16Q: 3 clusters Score -373869.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -373913.937500 Penalty: 2587.671875
	Iteration 17Q: 3 clusters Score -373913.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -373960.406250 Penalty: 2587.671875
	Iteration 18Q: 3 clusters Score -373960.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -373992.937500 Penalty: 2587.671875
	Iteration 19Q: 3 clusters Score -373992.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -374028.687500 Penalty: 2587.671875
	Iteration 20F: 3 clusters Score -374028.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -374064.750000 Penalty: 2587.671875
	Iteration 21Q: 3 clusters Score -374064.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -374096.750000 Penalty: 2587.671875
	Iteration 22Q: 3 clusters Score -374096.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -374123.718750 Penalty: 2587.671875
	Iteration 23Q: 3 clusters Score -374123.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -374150.781250 Penalty: 2587.671875
	Iteration 24Q: 3 clusters Score -374150.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -374170.687500 Penalty: 2587.671875
	Iteration 25Q: 3 clusters Score -374170.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -374187.875000 Penalty: 2587.671875
	Iteration 26Q: 3 clusters Score -374187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -374202.843750 Penalty: 2587.671875
	Iteration 27Q: 3 clusters Score -374202.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -374217.218750 Penalty: 2587.671875
	Iteration 28Q: 3 clusters Score -374217.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -374224.500000 Penalty: 2587.671875
	Iteration 29Q: 3 clusters Score -374224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -374230.406250 Penalty: 2587.671875
	Iteration 30Q: 3 clusters Score -374230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -374237.687500 Penalty: 2587.671875
	Iteration 31Q: 3 clusters Score -374237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -374242.625000 Penalty: 2587.671875
	Iteration 32Q: 3 clusters Score -374242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -374249.000000 Penalty: 2587.671875
	Iteration 33Q: 3 clusters Score -374249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -374255.218750 Penalty: 2587.671875
	Iteration 34Q: 3 clusters Score -374255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -374266.875000 Penalty: 2587.671875
	Iteration 35Q: 3 clusters Score -374266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374277.937500 Penalty: 2587.671875
	Iteration 36Q: 3 clusters Score -374277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -374282.781250 Penalty: 2587.671875
	Iteration 37Q: 3 clusters Score -374282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -374289.531250 Penalty: 2587.671875
	Iteration 38Q: 3 clusters Score -374289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -374298.562500 Penalty: 2587.671875
	Iteration 39Q: 3 clusters Score -374298.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374307.093750 Penalty: 2587.671875
	Iteration 40F: 3 clusters Score -374307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -374311.656250 Penalty: 2587.671875
	Iteration 41Q: 3 clusters Score -374311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -374317.750000 Penalty: 2587.671875
	Iteration 42Q: 3 clusters Score -374317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -374321.062500 Penalty: 2587.671875
	Iteration 43Q: 3 clusters Score -374321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -374325.906250 Penalty: 2587.671875
	Iteration 44Q: 3 clusters Score -374325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -374329.000000 Penalty: 2587.671875
	Iteration 45Q: 3 clusters Score -374329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -374329.093750 Penalty: 2587.671875
	Iteration 46Q: 3 clusters Score -374329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -374329.093750 Penalty: 2587.671875
	Iteration 47F: 3 clusters Score -374329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213301.953125 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213302 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -213625.718750 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213625.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213694.250000 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213694.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213732.218750 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213732.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -213758.750000 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213758.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -213775.593750 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213775.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -213788.203125 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213788.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -213798.203125 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -213808.593750 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213808.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213815.250000 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213815.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -213821.968750 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -213832.343750 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213832.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -213843.515625 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -213853.546875 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213853.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -213872.390625 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -213888.109375 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -213898.937500 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213907.093750 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -213917.640625 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -213926.531250 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -213930.765625 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -213935.171875 Penalty: 2339.895508
	Iteration 21Q: 3 clusters Score -213935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -213940.609375 Penalty: 2339.895508
	Iteration 22Q: 3 clusters Score -213940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -213949.593750 Penalty: 2339.895508
	Iteration 23Q: 3 clusters Score -213949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -213954.796875 Penalty: 2339.895508
	Iteration 24Q: 3 clusters Score -213954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213958.187500 Penalty: 2339.895508
	Iteration 25Q: 3 clusters Score -213958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -213961.656250 Penalty: 2339.895508
	Iteration 26Q: 3 clusters Score -213961.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -213966.062500 Penalty: 2339.895508
	Iteration 27Q: 3 clusters Score -213966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -213969.015625 Penalty: 2339.895508
	Iteration 28Q: 3 clusters Score -213969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -213971.625000 Penalty: 2339.895508
	Iteration 29Q: 3 clusters Score -213971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -213976.281250 Penalty: 2339.895508
	Iteration 30Q: 3 clusters Score -213976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -213980.015625 Penalty: 2339.895508
	Iteration 31Q: 3 clusters Score -213980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -213981.921875 Penalty: 2339.895508
	Iteration 32Q: 3 clusters Score -213981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -213985.468750 Penalty: 2339.895508
	Iteration 33Q: 3 clusters Score -213985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -213986.562500 Penalty: 2339.895508
	Iteration 34Q: 3 clusters Score -213986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -213988.406250 Penalty: 2339.895508
	Iteration 35Q: 3 clusters Score -213988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -213990.390625 Penalty: 2339.895508
	Iteration 36Q: 3 clusters Score -213990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -213991.609375 Penalty: 2339.895508
	Iteration 37Q: 3 clusters Score -213991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213992.750000 Penalty: 2339.895508
	Iteration 38Q: 3 clusters Score -213992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213992.750000 Penalty: 2339.895508
	Iteration 39F: 3 clusters Score -213992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267997.750000 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -267997.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -268468.093750 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268468.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -268762.531250 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -268762.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -268988.937500 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -268988.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -269129.687500 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -269129.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -269279.343750 Penalty: 2432.784912
	Iteration 5F: 3 clusters Score -269279.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -269462.875000 Penalty: 2432.784912
	Iteration 6F: 3 clusters Score -269462.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -269605.656250 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -269605.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -269717.156250 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269717.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -269788.218750 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269788.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269829.843750 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269829.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269846.406250 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269846.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -269862.031250 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -269872.843750 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -269877.906250 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -269879.000000 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -269881.156250 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -269881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -269881.562500 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -269881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -269881.562500 Penalty: 2432.784912
	Iteration 18F: 3 clusters Score -269881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -2655649.250000 Penalty: 1612.733643
	Iteration 0F: 2 clusters Score -2655649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2641747.750000 Penalty: 3225.467285
	Iteration 0F: 3 clusters Score -2641748 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2646879.500000 Penalty: 3225.467285
	Iteration 1F: 3 clusters Score -2646880 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2647502.500000 Penalty: 3225.467285
	Iteration 2F: 3 clusters Score -2647502 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2648268.000000 Penalty: 3225.467285
	Iteration 3F: 3 clusters Score -2648268 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2649081.250000 Penalty: 3225.467285
	Iteration 4F: 3 clusters Score -2649081 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2649878.000000 Penalty: 3225.467285
	Iteration 5F: 3 clusters Score -2649878 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2650587.250000 Penalty: 3225.467285
	Iteration 6F: 3 clusters Score -2650587 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2651195.250000 Penalty: 3225.467285
	Iteration 7F: 3 clusters Score -2651195 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2651656.250000 Penalty: 3225.467285
	Iteration 8Q: 3 clusters Score -2651656 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2651952.500000 Penalty: 3225.467285
	Iteration 9Q: 3 clusters Score -2651952 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2652144.500000 Penalty: 3225.467285
	Iteration 10Q: 3 clusters Score -2652144 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2652254.750000 Penalty: 3225.467285
	Iteration 11Q: 3 clusters Score -2652255 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2652347.250000 Penalty: 3225.467285
	Iteration 12Q: 3 clusters Score -2652347 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2652423.250000 Penalty: 3225.467285
	Iteration 13Q: 3 clusters Score -2652423 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2652488.250000 Penalty: 3225.467285
	Iteration 14Q: 3 clusters Score -2652488 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2652544.750000 Penalty: 3225.467285
	Iteration 15Q: 3 clusters Score -2652545 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2652598.750000 Penalty: 3225.467285
	Iteration 16Q: 3 clusters Score -2652599 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2652637.250000 Penalty: 3225.467285
	Iteration 17Q: 3 clusters Score -2652637 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2652668.250000 Penalty: 3225.467285
	Iteration 18Q: 3 clusters Score -2652668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2652710.500000 Penalty: 3225.467285
	Iteration 19Q: 3 clusters Score -2652710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2652735.750000 Penalty: 3225.467285
	Iteration 20F: 3 clusters Score -2652736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2652751.000000 Penalty: 3225.467285
	Iteration 21Q: 3 clusters Score -2652751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2652763.250000 Penalty: 3225.467285
	Iteration 22Q: 3 clusters Score -2652763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2652779.250000 Penalty: 3225.467285
	Iteration 23Q: 3 clusters Score -2652779 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2652788.750000 Penalty: 3225.467285
	Iteration 24Q: 3 clusters Score -2652789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2652789.250000 Penalty: 3225.467285
	Iteration 25Q: 3 clusters Score -2652789 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2652811.000000 Penalty: 3225.467285
	Iteration 26Q: 3 clusters Score -2652811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2652829.000000 Penalty: 3225.467285
	Iteration 27Q: 3 clusters Score -2652829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2652833.250000 Penalty: 3225.467285
	Iteration 28Q: 3 clusters Score -2652833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2652843.000000 Penalty: 3225.467285
	Iteration 29Q: 3 clusters Score -2652843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2652853.500000 Penalty: 3225.467285
	Iteration 30Q: 3 clusters Score -2652854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2652863.500000 Penalty: 3225.467285
	Iteration 31Q: 3 clusters Score -2652864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2652874.250000 Penalty: 3225.467285
	Iteration 32Q: 3 clusters Score -2652874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2652893.250000 Penalty: 3225.467285
	Iteration 33Q: 3 clusters Score -2652893 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2652915.250000 Penalty: 3225.467285
	Iteration 34Q: 3 clusters Score -2652915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2652918.250000 Penalty: 3225.467285
	Iteration 35Q: 3 clusters Score -2652918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2652937.750000 Penalty: 3225.467285
	Iteration 36Q: 3 clusters Score -2652938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2652945.500000 Penalty: 3225.467285
	Iteration 37Q: 3 clusters Score -2652946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2652937.750000 Penalty: 3225.467285
	Iteration 38Q: 3 clusters Score -2652938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2652959.000000 Penalty: 3225.467285
	Iteration 39Q: 3 clusters Score -2652959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2652976.250000 Penalty: 3225.467285
	Iteration 40F: 3 clusters Score -2652976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2653000.000000 Penalty: 3225.467285
	Iteration 41Q: 3 clusters Score -2653000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2653026.000000 Penalty: 3225.467285
	Iteration 42Q: 3 clusters Score -2653026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2653035.500000 Penalty: 3225.467285
	Iteration 43Q: 3 clusters Score -2653036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2653046.000000 Penalty: 3225.467285
	Iteration 44Q: 3 clusters Score -2653046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2653066.750000 Penalty: 3225.467285
	Iteration 45Q: 3 clusters Score -2653067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2653088.250000 Penalty: 3225.467285
	Iteration 46Q: 3 clusters Score -2653088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2653103.250000 Penalty: 3225.467285
	Iteration 47Q: 3 clusters Score -2653103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2653119.500000 Penalty: 3225.467285
	Iteration 48Q: 3 clusters Score -2653120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2653127.000000 Penalty: 3225.467285
	Iteration 49Q: 3 clusters Score -2653127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2653147.000000 Penalty: 3225.467285
	Iteration 50Q: 3 clusters Score -2653147 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2653168.000000 Penalty: 3225.467285
	Iteration 51Q: 3 clusters Score -2653168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2653193.250000 Penalty: 3225.467285
	Iteration 52Q: 3 clusters Score -2653193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2653233.250000 Penalty: 3225.467285
	Iteration 53Q: 3 clusters Score -2653233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2653265.250000 Penalty: 3225.467285
	Iteration 54Q: 3 clusters Score -2653265 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2653297.500000 Penalty: 3225.467285
	Iteration 55Q: 3 clusters Score -2653298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2653338.500000 Penalty: 3225.467285
	Iteration 56Q: 3 clusters Score -2653338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2653360.500000 Penalty: 3225.467285
	Iteration 57Q: 3 clusters Score -2653360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2653388.000000 Penalty: 3225.467285
	Iteration 58Q: 3 clusters Score -2653388 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2653407.750000 Penalty: 3225.467285
	Iteration 59Q: 3 clusters Score -2653408 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2653454.750000 Penalty: 3225.467285
	Iteration 60F: 3 clusters Score -2653455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2653488.250000 Penalty: 3225.467285
	Iteration 61Q: 3 clusters Score -2653488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2653532.750000 Penalty: 3225.467285
	Iteration 62Q: 3 clusters Score -2653533 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2653570.000000 Penalty: 3225.467285
	Iteration 63Q: 3 clusters Score -2653570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2653612.250000 Penalty: 3225.467285
	Iteration 64Q: 3 clusters Score -2653612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2653649.250000 Penalty: 3225.467285
	Iteration 65Q: 3 clusters Score -2653649 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2653687.750000 Penalty: 3225.467285
	Iteration 66Q: 3 clusters Score -2653688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2653727.250000 Penalty: 3225.467285
	Iteration 67Q: 3 clusters Score -2653727 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2653755.250000 Penalty: 3225.467285
	Iteration 68Q: 3 clusters Score -2653755 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2653789.750000 Penalty: 3225.467285
	Iteration 69Q: 3 clusters Score -2653790 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2653825.750000 Penalty: 3225.467285
	Iteration 70Q: 3 clusters Score -2653826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2653858.500000 Penalty: 3225.467285
	Iteration 71Q: 3 clusters Score -2653858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2653875.500000 Penalty: 3225.467285
	Iteration 72Q: 3 clusters Score -2653876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2653906.000000 Penalty: 3225.467285
	Iteration 73Q: 3 clusters Score -2653906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2653941.000000 Penalty: 3225.467285
	Iteration 74Q: 3 clusters Score -2653941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2653974.750000 Penalty: 3225.467285
	Iteration 75Q: 3 clusters Score -2653975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2653987.750000 Penalty: 3225.467285
	Iteration 76Q: 3 clusters Score -2653988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2654024.500000 Penalty: 3225.467285
	Iteration 77Q: 3 clusters Score -2654024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2654056.250000 Penalty: 3225.467285
	Iteration 78Q: 3 clusters Score -2654056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2654092.000000 Penalty: 3225.467285
	Iteration 79Q: 3 clusters Score -2654092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2654128.500000 Penalty: 3225.467285
	Iteration 80F: 3 clusters Score -2654128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2654167.250000 Penalty: 3225.467285
	Iteration 81Q: 3 clusters Score -2654167 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2654206.250000 Penalty: 3225.467285
	Iteration 82Q: 3 clusters Score -2654206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2654239.750000 Penalty: 3225.467285
	Iteration 83Q: 3 clusters Score -2654240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2654283.750000 Penalty: 3225.467285
	Iteration 84Q: 3 clusters Score -2654284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2654319.500000 Penalty: 3225.467285
	Iteration 85Q: 3 clusters Score -2654320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2654351.500000 Penalty: 3225.467285
	Iteration 86Q: 3 clusters Score -2654352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2654383.500000 Penalty: 3225.467285
	Iteration 87Q: 3 clusters Score -2654384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2654433.000000 Penalty: 3225.467285
	Iteration 88Q: 3 clusters Score -2654433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2654466.500000 Penalty: 3225.467285
	Iteration 89Q: 3 clusters Score -2654466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2654520.500000 Penalty: 3225.467285
	Iteration 90Q: 3 clusters Score -2654520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2654551.250000 Penalty: 3225.467285
	Iteration 91Q: 3 clusters Score -2654551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2654581.750000 Penalty: 3225.467285
	Iteration 92Q: 3 clusters Score -2654582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2654606.250000 Penalty: 3225.467285
	Iteration 93Q: 3 clusters Score -2654606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2654631.250000 Penalty: 3225.467285
	Iteration 94Q: 3 clusters Score -2654631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2654656.750000 Penalty: 3225.467285
	Iteration 95Q: 3 clusters Score -2654657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2654683.250000 Penalty: 3225.467285
	Iteration 96Q: 3 clusters Score -2654683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2654715.250000 Penalty: 3225.467285
	Iteration 97Q: 3 clusters Score -2654715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2654740.750000 Penalty: 3225.467285
	Iteration 98Q: 3 clusters Score -2654741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2654758.750000 Penalty: 3225.467285
	Iteration 99Q: 3 clusters Score -2654759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2654778.500000 Penalty: 3225.467285
	Iteration 100F: 3 clusters Score -2654778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2654798.500000 Penalty: 3225.467285
	Iteration 101Q: 3 clusters Score -2654798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2654808.250000 Penalty: 3225.467285
	Iteration 102Q: 3 clusters Score -2654808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2654826.500000 Penalty: 3225.467285
	Iteration 103Q: 3 clusters Score -2654826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2654835.250000 Penalty: 3225.467285
	Iteration 104Q: 3 clusters Score -2654835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2654838.000000 Penalty: 3225.467285
	Iteration 105Q: 3 clusters Score -2654838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2654846.000000 Penalty: 3225.467285
	Iteration 106Q: 3 clusters Score -2654846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2654852.500000 Penalty: 3225.467285
	Iteration 107Q: 3 clusters Score -2654852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2654853.250000 Penalty: 3225.467285
	Iteration 108Q: 3 clusters Score -2654853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2654859.250000 Penalty: 3225.467285
	Iteration 109Q: 3 clusters Score -2654859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2654865.750000 Penalty: 3225.467285
	Iteration 110Q: 3 clusters Score -2654866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2654866.000000 Penalty: 3225.467285
	Iteration 111Q: 3 clusters Score -2654866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2654868.000000 Penalty: 3225.467285
	Iteration 112Q: 3 clusters Score -2654868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2654873.000000 Penalty: 3225.467285
	Iteration 113Q: 3 clusters Score -2654873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2654878.250000 Penalty: 3225.467285
	Iteration 114Q: 3 clusters Score -2654878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2654881.500000 Penalty: 3225.467285
	Iteration 115Q: 3 clusters Score -2654882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2654885.500000 Penalty: 3225.467285
	Iteration 116Q: 3 clusters Score -2654886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2654887.250000 Penalty: 3225.467285
	Iteration 117Q: 3 clusters Score -2654887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2654884.250000 Penalty: 3225.467285
	Iteration 118Q: 3 clusters Score -2654884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2654886.750000 Penalty: 3225.467285
	Iteration 119Q: 3 clusters Score -2654887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2654887.000000 Penalty: 3225.467285
	Iteration 120F: 3 clusters Score -2654887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2654887.750000 Penalty: 3225.467285
	Iteration 121Q: 3 clusters Score -2654888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2654889.500000 Penalty: 3225.467285
	Iteration 122Q: 3 clusters Score -2654890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2654889.500000 Penalty: 3225.467285
	Iteration 123Q: 3 clusters Score -2654890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2654889.500000 Penalty: 3225.467285
	Iteration 124F: 3 clusters Score -2654890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (88344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Entering Unmasked Estep 
Score: -11697459.000000 Penalty: 1850.711426
	Iteration 0F: 2 clusters Score -1.169746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -11645456.000000 Penalty: 3701.422852
	Iteration 0F: 3 clusters Score -1.164546e+07 nChanged 42049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -11670741.000000 Penalty: 3701.422852
	Iteration 1F: 3 clusters Score -1.167074e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -11672508.000000 Penalty: 3701.422852
	Iteration 2Q: 3 clusters Score -1.167251e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -11675205.000000 Penalty: 3701.422852
	Iteration 3F: 3 clusters Score -1.16752e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -11679173.000000 Penalty: 3701.422852
	Iteration 4F: 3 clusters Score -1.167917e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -11683647.000000 Penalty: 3701.422852
	Iteration 5F: 3 clusters Score -1.168365e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -11687370.000000 Penalty: 3701.422852
	Iteration 6F: 3 clusters Score -1.168737e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -11689881.000000 Penalty: 3701.422852
	Iteration 7Q: 3 clusters Score -1.168988e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -11691400.000000 Penalty: 3701.422852
	Iteration 8Q: 3 clusters Score -1.16914e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -11692203.000000 Penalty: 3701.422852
	Iteration 9Q: 3 clusters Score -1.16922e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -11692705.000000 Penalty: 3701.422852
	Iteration 10Q: 3 clusters Score -1.16927e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -11692987.000000 Penalty: 3701.422852
	Iteration 11Q: 3 clusters Score -1.169299e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -11693140.000000 Penalty: 3701.422852
	Iteration 12Q: 3 clusters Score -1.169314e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -11693268.000000 Penalty: 3701.422852
	Iteration 13Q: 3 clusters Score -1.169327e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -11693312.000000 Penalty: 3701.422852
	Iteration 14Q: 3 clusters Score -1.169331e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -11693373.000000 Penalty: 3701.422852
	Iteration 15Q: 3 clusters Score -1.169337e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -11693480.000000 Penalty: 3701.422852
	Iteration 16Q: 3 clusters Score -1.169348e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -11693523.000000 Penalty: 3701.422852
	Iteration 17Q: 3 clusters Score -1.169352e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -11693552.000000 Penalty: 3701.422852
	Iteration 18Q: 3 clusters Score -1.169355e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -11693612.000000 Penalty: 3701.422852
	Iteration 19Q: 3 clusters Score -1.169361e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -11693647.000000 Penalty: 3701.422852
	Iteration 20F: 3 clusters Score -1.169365e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -11693734.000000 Penalty: 3701.422852
	Iteration 21Q: 3 clusters Score -1.169373e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -11693767.000000 Penalty: 3701.422852
	Iteration 22Q: 3 clusters Score -1.169377e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -11693774.000000 Penalty: 3701.422852
	Iteration 23Q: 3 clusters Score -1.169377e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -11693767.000000 Penalty: 3701.422852
	Iteration 24Q: 3 clusters Score -1.169377e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -11693799.000000 Penalty: 3701.422852
	Iteration 25Q: 3 clusters Score -1.16938e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -11693829.000000 Penalty: 3701.422852
	Iteration 26Q: 3 clusters Score -1.169383e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -11693885.000000 Penalty: 3701.422852
	Iteration 27Q: 3 clusters Score -1.169388e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -11693932.000000 Penalty: 3701.422852
	Iteration 28Q: 3 clusters Score -1.169393e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -11694002.000000 Penalty: 3701.422852
	Iteration 29Q: 3 clusters Score -1.1694e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -11694076.000000 Penalty: 3701.422852
	Iteration 30Q: 3 clusters Score -1.169408e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -11694139.000000 Penalty: 3701.422852
	Iteration 31Q: 3 clusters Score -1.169414e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11694151.000000 Penalty: 3701.422852
	Iteration 32Q: 3 clusters Score -1.169415e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -11694201.000000 Penalty: 3701.422852
	Iteration 33Q: 3 clusters Score -1.16942e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -11694299.000000 Penalty: 3701.422852
	Iteration 34Q: 3 clusters Score -1.16943e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -11694361.000000 Penalty: 3701.422852
	Iteration 35Q: 3 clusters Score -1.169436e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -11694397.000000 Penalty: 3701.422852
	Iteration 36Q: 3 clusters Score -1.16944e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -11694464.000000 Penalty: 3701.422852
	Iteration 37Q: 3 clusters Score -1.169446e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -11694586.000000 Penalty: 3701.422852
	Iteration 38Q: 3 clusters Score -1.169459e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -11694611.000000 Penalty: 3701.422852
	Iteration 39Q: 3 clusters Score -1.169461e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -11694671.000000 Penalty: 3701.422852
	Iteration 40F: 3 clusters Score -1.169467e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -11694750.000000 Penalty: 3701.422852
	Iteration 41Q: 3 clusters Score -1.169475e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -11694813.000000 Penalty: 3701.422852
	Iteration 42Q: 3 clusters Score -1.169481e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -11694967.000000 Penalty: 3701.422852
	Iteration 43Q: 3 clusters Score -1.169497e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -11695100.000000 Penalty: 3701.422852
	Iteration 44Q: 3 clusters Score -1.16951e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -11695205.000000 Penalty: 3701.422852
	Iteration 45Q: 3 clusters Score -1.16952e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -11695321.000000 Penalty: 3701.422852
	Iteration 46Q: 3 clusters Score -1.169532e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -11695487.000000 Penalty: 3701.422852
	Iteration 47Q: 3 clusters Score -1.169549e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -11695679.000000 Penalty: 3701.422852
	Iteration 48Q: 3 clusters Score -1.169568e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -11695843.000000 Penalty: 3701.422852
	Iteration 49Q: 3 clusters Score -1.169584e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -11696015.000000 Penalty: 3701.422852
	Iteration 50Q: 3 clusters Score -1.169602e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -11696176.000000 Penalty: 3701.422852
	Iteration 51Q: 3 clusters Score -1.169618e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -11696365.000000 Penalty: 3701.422852
	Iteration 52Q: 3 clusters Score -1.169636e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -11696509.000000 Penalty: 3701.422852
	Iteration 53Q: 3 clusters Score -1.169651e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -11696623.000000 Penalty: 3701.422852
	Iteration 54Q: 3 clusters Score -1.169662e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -11696721.000000 Penalty: 3701.422852
	Iteration 55Q: 3 clusters Score -1.169672e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11696805.000000 Penalty: 3701.422852
	Iteration 56Q: 3 clusters Score -1.16968e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -11696848.000000 Penalty: 3701.422852
	Iteration 57Q: 3 clusters Score -1.169685e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -11696872.000000 Penalty: 3701.422852
	Iteration 58Q: 3 clusters Score -1.169687e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -11696867.000000 Penalty: 3701.422852
	Iteration 59Q: 3 clusters Score -1.169687e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11696906.000000 Penalty: 3701.422852
	Iteration 60F: 3 clusters Score -1.169691e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -11696934.000000 Penalty: 3701.422852
	Iteration 61Q: 3 clusters Score -1.169693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -11696940.000000 Penalty: 3701.422852
	Iteration 62Q: 3 clusters Score -1.169694e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -11696949.000000 Penalty: 3701.422852
	Iteration 63Q: 3 clusters Score -1.169695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -11696988.000000 Penalty: 3701.422852
	Iteration 64Q: 3 clusters Score -1.169699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -11697016.000000 Penalty: 3701.422852
	Iteration 65Q: 3 clusters Score -1.169702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -11697019.000000 Penalty: 3701.422852
	Iteration 66Q: 3 clusters Score -1.169702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -11697030.000000 Penalty: 3701.422852
	Iteration 67Q: 3 clusters Score -1.169703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -11697047.000000 Penalty: 3701.422852
	Iteration 68Q: 3 clusters Score -1.169705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -11697069.000000 Penalty: 3701.422852
	Iteration 69Q: 3 clusters Score -1.169707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -11697081.000000 Penalty: 3701.422852
	Iteration 70Q: 3 clusters Score -1.169708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -11697097.000000 Penalty: 3701.422852
	Iteration 71Q: 3 clusters Score -1.16971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -11697093.000000 Penalty: 3701.422852
	Iteration 72Q: 3 clusters Score -1.169709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -11697086.000000 Penalty: 3701.422852
	Iteration 73Q: 3 clusters Score -1.169709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -11697095.000000 Penalty: 3701.422852
	Iteration 74Q: 3 clusters Score -1.16971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -11697097.000000 Penalty: 3701.422852
	Iteration 75Q: 3 clusters Score -1.16971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -11697122.000000 Penalty: 3701.422852
	Iteration 76Q: 3 clusters Score -1.169712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11697121.000000 Penalty: 3701.422852
	Iteration 77Q: 3 clusters Score -1.169712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -11697113.000000 Penalty: 3701.422852
	Iteration 78Q: 3 clusters Score -1.169711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -11697132.000000 Penalty: 3701.422852
	Iteration 79Q: 3 clusters Score -1.169713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -11697138.000000 Penalty: 3701.422852
	Iteration 80F: 3 clusters Score -1.169714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -11697135.000000 Penalty: 3701.422852
	Iteration 81Q: 3 clusters Score -1.169714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -11697136.000000 Penalty: 3701.422852
	Iteration 82Q: 3 clusters Score -1.169714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -11697138.000000 Penalty: 3701.422852
	Iteration 83Q: 3 clusters Score -1.169714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -11697145.000000 Penalty: 3701.422852
	Iteration 84Q: 3 clusters Score -1.169714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -11697145.000000 Penalty: 3701.422852
	Iteration 85F: 3 clusters Score -1.169714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32091.435547 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32091.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32225.687500 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32225.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32252.960938 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -32252.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32269.220703 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32269.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32286.472656 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32286.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32294.138672 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32294.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32309.130859 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32309.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32327.250000 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32327.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32352.945312 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32352.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32387.630859 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -32387.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32404.322266 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -32404.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32404.322266 Penalty: 1864.385986
	Iteration 11F: 3 clusters Score -32404.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41708.484375 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41708.48 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41936.292969 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -41936.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42096.753906 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42096.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42230.804688 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42230.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42313.042969 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42313.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42360.000000 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42387.046875 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42387.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42420.687500 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42420.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42435.496094 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42463.257812 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42463.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42486.343750 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42486.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42502.250000 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42502.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42504.226562 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42504.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42504.226562 Penalty: 2054.249756
	Iteration 13F: 3 clusters Score -42504.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (58263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Entering Unmasked Estep 
Score: -7779266.000000 Penalty: 1783.067383
	Iteration 0F: 2 clusters Score -7779266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7743637.000000 Penalty: 3566.134766
	Iteration 0F: 3 clusters Score -7743637 nChanged 27549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -7759216.000000 Penalty: 3566.134766
	Iteration 1F: 3 clusters Score -7759216 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -7759608.000000 Penalty: 3566.134766
	Iteration 2Q: 3 clusters Score -7759608 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -7760172.500000 Penalty: 3566.134766
	Iteration 3Q: 3 clusters Score -7760172 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -7760881.500000 Penalty: 3566.134766
	Iteration 4Q: 3 clusters Score -7760882 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -7762171.500000 Penalty: 3566.134766
	Iteration 5Q: 3 clusters Score -7762172 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7764375.000000 Penalty: 3566.134766
	Iteration 6F: 3 clusters Score -7764375 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -7767932.500000 Penalty: 3566.134766
	Iteration 7F: 3 clusters Score -7767932 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -7772190.000000 Penalty: 3566.134766
	Iteration 8F: 3 clusters Score -7772190 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -7775543.500000 Penalty: 3566.134766
	Iteration 9F: 3 clusters Score -7775544 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7777385.000000 Penalty: 3566.134766
	Iteration 10F: 3 clusters Score -7777385 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7778187.500000 Penalty: 3566.134766
	Iteration 11Q: 3 clusters Score -7778188 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7778482.000000 Penalty: 3566.134766
	Iteration 12Q: 3 clusters Score -7778482 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7778510.000000 Penalty: 3566.134766
	Iteration 13Q: 3 clusters Score -7778510 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7778432.500000 Penalty: 3566.134766
	Iteration 14Q: 3 clusters Score -7778432 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7778396.500000 Penalty: 3566.134766
	Iteration 15Q: 3 clusters Score -7778396 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7778345.500000 Penalty: 3566.134766
	Iteration 16Q: 3 clusters Score -7778346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7778302.500000 Penalty: 3566.134766
	Iteration 17Q: 3 clusters Score -7778302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7778268.500000 Penalty: 3566.134766
	Iteration 18Q: 3 clusters Score -7778268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7778234.500000 Penalty: 3566.134766
	Iteration 19Q: 3 clusters Score -7778234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7778225.000000 Penalty: 3566.134766
	Iteration 20F: 3 clusters Score -7778225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7778198.500000 Penalty: 3566.134766
	Iteration 21Q: 3 clusters Score -7778198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7778180.500000 Penalty: 3566.134766
	Iteration 22Q: 3 clusters Score -7778180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7778165.000000 Penalty: 3566.134766
	Iteration 23Q: 3 clusters Score -7778165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7778155.000000 Penalty: 3566.134766
	Iteration 24Q: 3 clusters Score -7778155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7778140.500000 Penalty: 3566.134766
	Iteration 25Q: 3 clusters Score -7778140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7778130.000000 Penalty: 3566.134766
	Iteration 26Q: 3 clusters Score -7778130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7778115.000000 Penalty: 3566.134766
	Iteration 27Q: 3 clusters Score -7778115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7778114.500000 Penalty: 3566.134766
	Iteration 28Q: 3 clusters Score -7778114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7778123.000000 Penalty: 3566.134766
	Iteration 29Q: 3 clusters Score -7778123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7778107.500000 Penalty: 3566.134766
	Iteration 30Q: 3 clusters Score -7778108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7778108.000000 Penalty: 3566.134766
	Iteration 31Q: 3 clusters Score -7778108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7778107.500000 Penalty: 3566.134766
	Iteration 32Q: 3 clusters Score -7778108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7778105.500000 Penalty: 3566.134766
	Iteration 33Q: 3 clusters Score -7778106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7778106.500000 Penalty: 3566.134766
	Iteration 34Q: 3 clusters Score -7778106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7778119.500000 Penalty: 3566.134766
	Iteration 35Q: 3 clusters Score -7778120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7778107.500000 Penalty: 3566.134766
	Iteration 36Q: 3 clusters Score -7778108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7778107.500000 Penalty: 3566.134766
	Iteration 37F: 3 clusters Score -7778108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -770759.937500 Penalty: 1408.861084
	Iteration 0F: 2 clusters Score -770759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -766263.500000 Penalty: 2817.722168
	Iteration 0F: 3 clusters Score -766263.5 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -767546.812500 Penalty: 2817.722168
	Iteration 1F: 3 clusters Score -767546.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767728.062500 Penalty: 2817.722168
	Iteration 2F: 3 clusters Score -767728.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -767861.312500 Penalty: 2817.722168
	Iteration 3Q: 3 clusters Score -767861.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -767967.000000 Penalty: 2817.722168
	Iteration 4Q: 3 clusters Score -767967 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -768030.500000 Penalty: 2817.722168
	Iteration 5Q: 3 clusters Score -768030.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -768088.375000 Penalty: 2817.722168
	Iteration 6Q: 3 clusters Score -768088.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -768153.125000 Penalty: 2817.722168
	Iteration 7Q: 3 clusters Score -768153.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -768204.750000 Penalty: 2817.722168
	Iteration 8Q: 3 clusters Score -768204.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -768252.812500 Penalty: 2817.722168
	Iteration 9Q: 3 clusters Score -768252.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -768283.312500 Penalty: 2817.722168
	Iteration 10Q: 3 clusters Score -768283.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -768302.062500 Penalty: 2817.722168
	Iteration 11Q: 3 clusters Score -768302.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -768328.312500 Penalty: 2817.722168
	Iteration 12Q: 3 clusters Score -768328.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -768346.375000 Penalty: 2817.722168
	Iteration 13Q: 3 clusters Score -768346.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -768359.125000 Penalty: 2817.722168
	Iteration 14Q: 3 clusters Score -768359.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -768368.875000 Penalty: 2817.722168
	Iteration 15Q: 3 clusters Score -768368.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -768375.812500 Penalty: 2817.722168
	Iteration 16Q: 3 clusters Score -768375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -768380.375000 Penalty: 2817.722168
	Iteration 17Q: 3 clusters Score -768380.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -768390.062500 Penalty: 2817.722168
	Iteration 18Q: 3 clusters Score -768390.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -768394.687500 Penalty: 2817.722168
	Iteration 19Q: 3 clusters Score -768394.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -768401.250000 Penalty: 2817.722168
	Iteration 20F: 3 clusters Score -768401.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -768406.312500 Penalty: 2817.722168
	Iteration 21Q: 3 clusters Score -768406.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -768409.000000 Penalty: 2817.722168
	Iteration 22Q: 3 clusters Score -768409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -768416.937500 Penalty: 2817.722168
	Iteration 23Q: 3 clusters Score -768416.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -768423.687500 Penalty: 2817.722168
	Iteration 24Q: 3 clusters Score -768423.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -768433.687500 Penalty: 2817.722168
	Iteration 25Q: 3 clusters Score -768433.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -768442.125000 Penalty: 2817.722168
	Iteration 26Q: 3 clusters Score -768442.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -768451.062500 Penalty: 2817.722168
	Iteration 27Q: 3 clusters Score -768451.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -768461.437500 Penalty: 2817.722168
	Iteration 28Q: 3 clusters Score -768461.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -768475.250000 Penalty: 2817.722168
	Iteration 29Q: 3 clusters Score -768475.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -768489.687500 Penalty: 2817.722168
	Iteration 30Q: 3 clusters Score -768489.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -768504.625000 Penalty: 2817.722168
	Iteration 31Q: 3 clusters Score -768504.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -768517.187500 Penalty: 2817.722168
	Iteration 32Q: 3 clusters Score -768517.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -768530.187500 Penalty: 2817.722168
	Iteration 33Q: 3 clusters Score -768530.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -768546.062500 Penalty: 2817.722168
	Iteration 34Q: 3 clusters Score -768546.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -768560.187500 Penalty: 2817.722168
	Iteration 35Q: 3 clusters Score -768560.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -768574.687500 Penalty: 2817.722168
	Iteration 36Q: 3 clusters Score -768574.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -768590.062500 Penalty: 2817.722168
	Iteration 37Q: 3 clusters Score -768590.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -768606.375000 Penalty: 2817.722168
	Iteration 38Q: 3 clusters Score -768606.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -768627.687500 Penalty: 2817.722168
	Iteration 39Q: 3 clusters Score -768627.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -768655.062500 Penalty: 2817.722168
	Iteration 40F: 3 clusters Score -768655.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -768681.500000 Penalty: 2817.722168
	Iteration 41Q: 3 clusters Score -768681.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -768716.625000 Penalty: 2817.722168
	Iteration 42Q: 3 clusters Score -768716.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -768753.312500 Penalty: 2817.722168
	Iteration 43Q: 3 clusters Score -768753.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -768793.437500 Penalty: 2817.722168
	Iteration 44Q: 3 clusters Score -768793.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -768829.062500 Penalty: 2817.722168
	Iteration 45Q: 3 clusters Score -768829.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -768868.125000 Penalty: 2817.722168
	Iteration 46Q: 3 clusters Score -768868.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -768909.125000 Penalty: 2817.722168
	Iteration 47Q: 3 clusters Score -768909.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -768945.500000 Penalty: 2817.722168
	Iteration 48Q: 3 clusters Score -768945.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -768973.125000 Penalty: 2817.722168
	Iteration 49Q: 3 clusters Score -768973.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -769000.125000 Penalty: 2817.722168
	Iteration 50Q: 3 clusters Score -769000.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -769020.687500 Penalty: 2817.722168
	Iteration 51Q: 3 clusters Score -769020.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -769034.937500 Penalty: 2817.722168
	Iteration 52Q: 3 clusters Score -769034.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -769051.562500 Penalty: 2817.722168
	Iteration 53Q: 3 clusters Score -769051.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -769073.562500 Penalty: 2817.722168
	Iteration 54Q: 3 clusters Score -769073.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -769098.875000 Penalty: 2817.722168
	Iteration 55Q: 3 clusters Score -769098.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -769125.375000 Penalty: 2817.722168
	Iteration 56Q: 3 clusters Score -769125.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -769141.937500 Penalty: 2817.722168
	Iteration 57Q: 3 clusters Score -769141.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -769159.812500 Penalty: 2817.722168
	Iteration 58Q: 3 clusters Score -769159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -769174.375000 Penalty: 2817.722168
	Iteration 59Q: 3 clusters Score -769174.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -769196.062500 Penalty: 2817.722168
	Iteration 60F: 3 clusters Score -769196.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -769220.687500 Penalty: 2817.722168
	Iteration 61Q: 3 clusters Score -769220.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -769249.937500 Penalty: 2817.722168
	Iteration 62Q: 3 clusters Score -769249.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -769269.812500 Penalty: 2817.722168
	Iteration 63Q: 3 clusters Score -769269.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -769281.937500 Penalty: 2817.722168
	Iteration 64Q: 3 clusters Score -769281.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -769292.562500 Penalty: 2817.722168
	Iteration 65Q: 3 clusters Score -769292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -769299.875000 Penalty: 2817.722168
	Iteration 66Q: 3 clusters Score -769299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -769307.687500 Penalty: 2817.722168
	Iteration 67Q: 3 clusters Score -769307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -769310.562500 Penalty: 2817.722168
	Iteration 68Q: 3 clusters Score -769310.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -769323.625000 Penalty: 2817.722168
	Iteration 69Q: 3 clusters Score -769323.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -769339.687500 Penalty: 2817.722168
	Iteration 70Q: 3 clusters Score -769339.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -769353.812500 Penalty: 2817.722168
	Iteration 71Q: 3 clusters Score -769353.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -769368.250000 Penalty: 2817.722168
	Iteration 72Q: 3 clusters Score -769368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -769377.875000 Penalty: 2817.722168
	Iteration 73Q: 3 clusters Score -769377.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -769384.562500 Penalty: 2817.722168
	Iteration 74Q: 3 clusters Score -769384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -769387.812500 Penalty: 2817.722168
	Iteration 75Q: 3 clusters Score -769387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -769392.562500 Penalty: 2817.722168
	Iteration 76Q: 3 clusters Score -769392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -769399.812500 Penalty: 2817.722168
	Iteration 77Q: 3 clusters Score -769399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -769407.312500 Penalty: 2817.722168
	Iteration 78Q: 3 clusters Score -769407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -769412.062500 Penalty: 2817.722168
	Iteration 79Q: 3 clusters Score -769412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -769417.875000 Penalty: 2817.722168
	Iteration 80F: 3 clusters Score -769417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -769419.625000 Penalty: 2817.722168
	Iteration 81Q: 3 clusters Score -769419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -769423.500000 Penalty: 2817.722168
	Iteration 82Q: 3 clusters Score -769423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -769424.875000 Penalty: 2817.722168
	Iteration 83Q: 3 clusters Score -769424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -769426.812500 Penalty: 2817.722168
	Iteration 84Q: 3 clusters Score -769426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -769426.500000 Penalty: 2817.722168
	Iteration 85Q: 3 clusters Score -769426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -769428.375000 Penalty: 2817.722168
	Iteration 86Q: 3 clusters Score -769428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -769429.437500 Penalty: 2817.722168
	Iteration 87Q: 3 clusters Score -769429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -769430.312500 Penalty: 2817.722168
	Iteration 88Q: 3 clusters Score -769430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -769433.375000 Penalty: 2817.722168
	Iteration 89Q: 3 clusters Score -769433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -769437.562500 Penalty: 2817.722168
	Iteration 90Q: 3 clusters Score -769437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -769440.000000 Penalty: 2817.722168
	Iteration 91Q: 3 clusters Score -769440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -769440.687500 Penalty: 2817.722168
	Iteration 92Q: 3 clusters Score -769440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -769443.125000 Penalty: 2817.722168
	Iteration 93Q: 3 clusters Score -769443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -769446.937500 Penalty: 2817.722168
	Iteration 94Q: 3 clusters Score -769446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -769447.562500 Penalty: 2817.722168
	Iteration 95Q: 3 clusters Score -769447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -769447.562500 Penalty: 2817.722168
	Iteration 96F: 3 clusters Score -769447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7111.552734 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7111.553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7193.237793 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7193.238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7197.138672 Penalty: 1676.692993
	Iteration 2Q: 3 clusters Score -7197.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7198.203125 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7198.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7198.203125 Penalty: 1676.692993
	Iteration 4F: 3 clusters Score -7198.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22282.974609 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22282.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22409.109375 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22409.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22419.300781 Penalty: 1771.587524
	Iteration 2Q: 3 clusters Score -22419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22431.156250 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -22431.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22435.994141 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22435.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22439.824219 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22439.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22445.949219 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22445.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22449.373047 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -22449.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22449.373047 Penalty: 1771.587524
	Iteration 8F: 3 clusters Score -22449.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38799.835938 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38799.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38883.625000 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38883.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38939.867188 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -38939.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38952.414062 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -38952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38952.414062 Penalty: 1825.450684
	Iteration 4F: 3 clusters Score -38952.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (66082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Entering Unmasked Estep 
Score: -8853374.000000 Penalty: 1803.530884
	Iteration 0F: 2 clusters Score -8853374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -8813180.000000 Penalty: 3607.061768
	Iteration 0F: 3 clusters Score -8813180 nChanged 31326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8831359.000000 Penalty: 3607.061768
	Iteration 1F: 3 clusters Score -8831359 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8832096.000000 Penalty: 3607.061768
	Iteration 2Q: 3 clusters Score -8832096 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -8833221.000000 Penalty: 3607.061768
	Iteration 3Q: 3 clusters Score -8833221 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8835075.000000 Penalty: 3607.061768
	Iteration 4F: 3 clusters Score -8835075 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -8837789.000000 Penalty: 3607.061768
	Iteration 5F: 3 clusters Score -8837789 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -8841682.000000 Penalty: 3607.061768
	Iteration 6F: 3 clusters Score -8841682 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8845639.000000 Penalty: 3607.061768
	Iteration 7F: 3 clusters Score -8845639 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8848282.000000 Penalty: 3607.061768
	Iteration 8F: 3 clusters Score -8848282 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8849133.000000 Penalty: 3607.061768
	Iteration 9Q: 3 clusters Score -8849133 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8849366.000000 Penalty: 3607.061768
	Iteration 10Q: 3 clusters Score -8849366 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8849501.000000 Penalty: 3607.061768
	Iteration 11Q: 3 clusters Score -8849501 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -8849595.000000 Penalty: 3607.061768
	Iteration 12Q: 3 clusters Score -8849595 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -8849636.000000 Penalty: 3607.061768
	Iteration 13Q: 3 clusters Score -8849636 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -8849701.000000 Penalty: 3607.061768
	Iteration 14Q: 3 clusters Score -8849701 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8849757.000000 Penalty: 3607.061768
	Iteration 15Q: 3 clusters Score -8849757 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8849767.000000 Penalty: 3607.061768
	Iteration 16Q: 3 clusters Score -8849767 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8849803.000000 Penalty: 3607.061768
	Iteration 17Q: 3 clusters Score -8849803 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -8849836.000000 Penalty: 3607.061768
	Iteration 18Q: 3 clusters Score -8849836 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8849930.000000 Penalty: 3607.061768
	Iteration 19Q: 3 clusters Score -8849930 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8849925.000000 Penalty: 3607.061768
	Iteration 20F: 3 clusters Score -8849925 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -8849953.000000 Penalty: 3607.061768
	Iteration 21Q: 3 clusters Score -8849953 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8849978.000000 Penalty: 3607.061768
	Iteration 22Q: 3 clusters Score -8849978 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -8849974.000000 Penalty: 3607.061768
	Iteration 23Q: 3 clusters Score -8849974 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -8849995.000000 Penalty: 3607.061768
	Iteration 24Q: 3 clusters Score -8849995 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -8849946.000000 Penalty: 3607.061768
	Iteration 25Q: 3 clusters Score -8849946 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8849960.000000 Penalty: 3607.061768
	Iteration 26Q: 3 clusters Score -8849960 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8850033.000000 Penalty: 3607.061768
	Iteration 27Q: 3 clusters Score -8850033 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -8850061.000000 Penalty: 3607.061768
	Iteration 28Q: 3 clusters Score -8850061 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8850069.000000 Penalty: 3607.061768
	Iteration 29Q: 3 clusters Score -8850069 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8850109.000000 Penalty: 3607.061768
	Iteration 30Q: 3 clusters Score -8850109 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8850117.000000 Penalty: 3607.061768
	Iteration 31Q: 3 clusters Score -8850117 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -8850113.000000 Penalty: 3607.061768
	Iteration 32Q: 3 clusters Score -8850113 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8850119.000000 Penalty: 3607.061768
	Iteration 33Q: 3 clusters Score -8850119 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -8850121.000000 Penalty: 3607.061768
	Iteration 34Q: 3 clusters Score -8850121 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -8850127.000000 Penalty: 3607.061768
	Iteration 35Q: 3 clusters Score -8850127 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8850199.000000 Penalty: 3607.061768
	Iteration 36Q: 3 clusters Score -8850199 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -8850247.000000 Penalty: 3607.061768
	Iteration 37Q: 3 clusters Score -8850247 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -8850273.000000 Penalty: 3607.061768
	Iteration 38Q: 3 clusters Score -8850273 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8850334.000000 Penalty: 3607.061768
	Iteration 39Q: 3 clusters Score -8850334 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -8850349.000000 Penalty: 3607.061768
	Iteration 40F: 3 clusters Score -8850349 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -8850397.000000 Penalty: 3607.061768
	Iteration 41Q: 3 clusters Score -8850397 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -8850448.000000 Penalty: 3607.061768
	Iteration 42Q: 3 clusters Score -8850448 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -8850519.000000 Penalty: 3607.061768
	Iteration 43Q: 3 clusters Score -8850519 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -8850564.000000 Penalty: 3607.061768
	Iteration 44Q: 3 clusters Score -8850564 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -8850605.000000 Penalty: 3607.061768
	Iteration 45Q: 3 clusters Score -8850605 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8850688.000000 Penalty: 3607.061768
	Iteration 46Q: 3 clusters Score -8850688 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8850745.000000 Penalty: 3607.061768
	Iteration 47Q: 3 clusters Score -8850745 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -8850744.000000 Penalty: 3607.061768
	Iteration 48Q: 3 clusters Score -8850744 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8850822.000000 Penalty: 3607.061768
	Iteration 49Q: 3 clusters Score -8850822 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8850898.000000 Penalty: 3607.061768
	Iteration 50Q: 3 clusters Score -8850898 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8850953.000000 Penalty: 3607.061768
	Iteration 51Q: 3 clusters Score -8850953 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8851029.000000 Penalty: 3607.061768
	Iteration 52Q: 3 clusters Score -8851029 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -8851113.000000 Penalty: 3607.061768
	Iteration 53Q: 3 clusters Score -8851113 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -8851202.000000 Penalty: 3607.061768
	Iteration 54Q: 3 clusters Score -8851202 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -8851289.000000 Penalty: 3607.061768
	Iteration 55Q: 3 clusters Score -8851289 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -8851376.000000 Penalty: 3607.061768
	Iteration 56Q: 3 clusters Score -8851376 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -8851444.000000 Penalty: 3607.061768
	Iteration 57Q: 3 clusters Score -8851444 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -8851487.000000 Penalty: 3607.061768
	Iteration 58Q: 3 clusters Score -8851487 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -8851522.000000 Penalty: 3607.061768
	Iteration 59Q: 3 clusters Score -8851522 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -8851583.000000 Penalty: 3607.061768
	Iteration 60F: 3 clusters Score -8851583 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -8851643.000000 Penalty: 3607.061768
	Iteration 61Q: 3 clusters Score -8851643 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -8851637.000000 Penalty: 3607.061768
	Iteration 62Q: 3 clusters Score -8851637 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -8851676.000000 Penalty: 3607.061768
	Iteration 63Q: 3 clusters Score -8851676 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -8851702.000000 Penalty: 3607.061768
	Iteration 64Q: 3 clusters Score -8851702 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8851712.000000 Penalty: 3607.061768
	Iteration 65Q: 3 clusters Score -8851712 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -8851701.000000 Penalty: 3607.061768
	Iteration 66Q: 3 clusters Score -8851701 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -8851696.000000 Penalty: 3607.061768
	Iteration 67Q: 3 clusters Score -8851696 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -8851727.000000 Penalty: 3607.061768
	Iteration 68Q: 3 clusters Score -8851727 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -8851721.000000 Penalty: 3607.061768
	Iteration 69Q: 3 clusters Score -8851721 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -8851747.000000 Penalty: 3607.061768
	Iteration 70Q: 3 clusters Score -8851747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -8851790.000000 Penalty: 3607.061768
	Iteration 71Q: 3 clusters Score -8851790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -8851780.000000 Penalty: 3607.061768
	Iteration 72Q: 3 clusters Score -8851780 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -8851768.000000 Penalty: 3607.061768
	Iteration 73Q: 3 clusters Score -8851768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -8851732.000000 Penalty: 3607.061768
	Iteration 74Q: 3 clusters Score -8851732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8851745.000000 Penalty: 3607.061768
	Iteration 75Q: 3 clusters Score -8851745 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -8851746.000000 Penalty: 3607.061768
	Iteration 76Q: 3 clusters Score -8851746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -8851754.000000 Penalty: 3607.061768
	Iteration 77Q: 3 clusters Score -8851754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -8851728.000000 Penalty: 3607.061768
	Iteration 78Q: 3 clusters Score -8851728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -8851730.000000 Penalty: 3607.061768
	Iteration 79Q: 3 clusters Score -8851730 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -8851735.000000 Penalty: 3607.061768
	Iteration 80F: 3 clusters Score -8851735 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -8851761.000000 Penalty: 3607.061768
	Iteration 81Q: 3 clusters Score -8851761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -8851749.000000 Penalty: 3607.061768
	Iteration 82Q: 3 clusters Score -8851749 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -8851749.000000 Penalty: 3607.061768
	Iteration 83Q: 3 clusters Score -8851749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8851756.000000 Penalty: 3607.061768
	Iteration 84Q: 3 clusters Score -8851756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -8851755.000000 Penalty: 3607.061768
	Iteration 85Q: 3 clusters Score -8851755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8851772.000000 Penalty: 3607.061768
	Iteration 86Q: 3 clusters Score -8851772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8851761.000000 Penalty: 3607.061768
	Iteration 87Q: 3 clusters Score -8851761 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -8851775.000000 Penalty: 3607.061768
	Iteration 88Q: 3 clusters Score -8851775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -8851769.000000 Penalty: 3607.061768
	Iteration 89Q: 3 clusters Score -8851769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -8851766.000000 Penalty: 3607.061768
	Iteration 90Q: 3 clusters Score -8851766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -8851766.000000 Penalty: 3607.061768
	Iteration 91Q: 3 clusters Score -8851766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8851765.000000 Penalty: 3607.061768
	Iteration 92Q: 3 clusters Score -8851765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8851767.000000 Penalty: 3607.061768
	Iteration 93Q: 3 clusters Score -8851767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -8851769.000000 Penalty: 3607.061768
	Iteration 94Q: 3 clusters Score -8851769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -8851750.000000 Penalty: 3607.061768
	Iteration 95Q: 3 clusters Score -8851750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -8851736.000000 Penalty: 3607.061768
	Iteration 96Q: 3 clusters Score -8851736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -8851721.000000 Penalty: 3607.061768
	Iteration 97Q: 3 clusters Score -8851721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -8851719.000000 Penalty: 3607.061768
	Iteration 98Q: 3 clusters Score -8851719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -8851710.000000 Penalty: 3607.061768
	Iteration 99Q: 3 clusters Score -8851710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -8851704.000000 Penalty: 3607.061768
	Iteration 100F: 3 clusters Score -8851704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -8851686.000000 Penalty: 3607.061768
	Iteration 101Q: 3 clusters Score -8851686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -8851684.000000 Penalty: 3607.061768
	Iteration 102Q: 3 clusters Score -8851684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -8851685.000000 Penalty: 3607.061768
	Iteration 103Q: 3 clusters Score -8851685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -8851674.000000 Penalty: 3607.061768
	Iteration 104Q: 3 clusters Score -8851674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -8851682.000000 Penalty: 3607.061768
	Iteration 105Q: 3 clusters Score -8851682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -8851692.000000 Penalty: 3607.061768
	Iteration 106Q: 3 clusters Score -8851692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -8851686.000000 Penalty: 3607.061768
	Iteration 107Q: 3 clusters Score -8851686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8851675.000000 Penalty: 3607.061768
	Iteration 108Q: 3 clusters Score -8851675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8851683.000000 Penalty: 3607.061768
	Iteration 109Q: 3 clusters Score -8851683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -8851678.000000 Penalty: 3607.061768
	Iteration 110Q: 3 clusters Score -8851678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -8851683.000000 Penalty: 3607.061768
	Iteration 111Q: 3 clusters Score -8851683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8851683.000000 Penalty: 3607.061768
	Iteration 112Q: 3 clusters Score -8851683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8851688.000000 Penalty: 3607.061768
	Iteration 113Q: 3 clusters Score -8851688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8851686.000000 Penalty: 3607.061768
	Iteration 114Q: 3 clusters Score -8851686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8851685.000000 Penalty: 3607.061768
	Iteration 115Q: 3 clusters Score -8851685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8851683.000000 Penalty: 3607.061768
	Iteration 116Q: 3 clusters Score -8851683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -8851683.000000 Penalty: 3607.061768
	Iteration 117Q: 3 clusters Score -8851683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8851680.000000 Penalty: 3607.061768
	Iteration 118Q: 3 clusters Score -8851680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8851682.000000 Penalty: 3607.061768
	Iteration 119Q: 3 clusters Score -8851682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8851682.000000 Penalty: 3607.061768
	Iteration 120F: 3 clusters Score -8851682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -8851691.000000 Penalty: 3607.061768
	Iteration 121Q: 3 clusters Score -8851691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -8851686.000000 Penalty: 3607.061768
	Iteration 122Q: 3 clusters Score -8851686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -8851684.000000 Penalty: 3607.061768
	Iteration 123Q: 3 clusters Score -8851684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -8851685.000000 Penalty: 3607.061768
	Iteration 124Q: 3 clusters Score -8851685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -8851681.000000 Penalty: 3607.061768
	Iteration 125Q: 3 clusters Score -8851681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -8851682.000000 Penalty: 3607.061768
	Iteration 126Q: 3 clusters Score -8851682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8851681.000000 Penalty: 3607.061768
	Iteration 127Q: 3 clusters Score -8851681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -8851677.000000 Penalty: 3607.061768
	Iteration 128Q: 3 clusters Score -8851677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -8851675.000000 Penalty: 3607.061768
	Iteration 129Q: 3 clusters Score -8851675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -8851675.000000 Penalty: 3607.061768
	Iteration 130F: 3 clusters Score -8851675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (63303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Entering Unmasked Estep 
Score: -8401731.000000 Penalty: 1796.549316
	Iteration 0F: 2 clusters Score -8401731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -8360325.000000 Penalty: 3593.098633
	Iteration 0F: 3 clusters Score -8360325 nChanged 29973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -8377953.000000 Penalty: 3593.098633
	Iteration 1F: 3 clusters Score -8377953 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -8379137.000000 Penalty: 3593.098633
	Iteration 2Q: 3 clusters Score -8379137 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8381088.000000 Penalty: 3593.098633
	Iteration 3F: 3 clusters Score -8381088 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8384127.000000 Penalty: 3593.098633
	Iteration 4F: 3 clusters Score -8384127 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -8388012.000000 Penalty: 3593.098633
	Iteration 5F: 3 clusters Score -8388012 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -8392170.000000 Penalty: 3593.098633
	Iteration 6F: 3 clusters Score -8392170 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8395608.000000 Penalty: 3593.098633
	Iteration 7F: 3 clusters Score -8395608 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8397998.000000 Penalty: 3593.098633
	Iteration 8Q: 3 clusters Score -8397998 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8399178.000000 Penalty: 3593.098633
	Iteration 9Q: 3 clusters Score -8399178 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8399684.000000 Penalty: 3593.098633
	Iteration 10Q: 3 clusters Score -8399684 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8399916.000000 Penalty: 3593.098633
	Iteration 11Q: 3 clusters Score -8399916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8400042.000000 Penalty: 3593.098633
	Iteration 12Q: 3 clusters Score -8400042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8400111.000000 Penalty: 3593.098633
	Iteration 13Q: 3 clusters Score -8400111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8400140.000000 Penalty: 3593.098633
	Iteration 14Q: 3 clusters Score -8400140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8400155.000000 Penalty: 3593.098633
	Iteration 15Q: 3 clusters Score -8400155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8400176.000000 Penalty: 3593.098633
	Iteration 16Q: 3 clusters Score -8400176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8400192.000000 Penalty: 3593.098633
	Iteration 17Q: 3 clusters Score -8400192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8400193.000000 Penalty: 3593.098633
	Iteration 18Q: 3 clusters Score -8400193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8400201.000000 Penalty: 3593.098633
	Iteration 19Q: 3 clusters Score -8400201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8400202.000000 Penalty: 3593.098633
	Iteration 20F: 3 clusters Score -8400202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8400206.000000 Penalty: 3593.098633
	Iteration 21Q: 3 clusters Score -8400206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8400213.000000 Penalty: 3593.098633
	Iteration 22Q: 3 clusters Score -8400213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8400213.000000 Penalty: 3593.098633
	Iteration 23F: 3 clusters Score -8400213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68469 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30476 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35190 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57835 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88344 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58263 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 66082 members 
Mstep: Class 50 contains 63303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951472.000000 Penalty: 108896.726562
Iteration 399Q: 51 clusters Score -8.595147e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 14933 members 
Mstep: Class 14 contains 64748 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68454 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30468 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35293 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57856 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2867 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20424 members 
Mstep: Class 41 contains 88331 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58146 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65961 members 
Mstep: Class 50 contains 63396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951496.000000 Penalty: 108896.726562
Iteration 400F: 51 clusters Score -8.59515e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 11287 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 14933 members 
Mstep: Class 14 contains 64798 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68438 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30465 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 35386 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57874 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2866 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20432 members 
Mstep: Class 41 contains 88301 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 58017 members 
Mstep: Class 45 contains 5803 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65870 members 
Mstep: Class 50 contains 63508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951256.000000 Penalty: 108896.726562
Iteration 401Q: 51 clusters Score -8.595126e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 14936 members 
Mstep: Class 14 contains 64844 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68406 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30462 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 2103 members 
Mstep: Class 29 contains 35489 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57911 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20437 members 
Mstep: Class 41 contains 88259 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57861 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65803 members 
Mstep: Class 50 contains 63621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951392.000000 Penalty: 108896.726562
Iteration 402Q: 51 clusters Score -8.595139e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 11296 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 64858 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68386 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30456 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 2099 members 
Mstep: Class 29 contains 35595 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57946 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20436 members 
Mstep: Class 41 contains 88227 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57725 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65726 members 
Mstep: Class 50 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951392.000000 Penalty: 108896.726562
Iteration 403Q: 51 clusters Score -8.595139e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 64907 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68378 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30450 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 2096 members 
Mstep: Class 29 contains 35691 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57969 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20437 members 
Mstep: Class 41 contains 88179 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57625 members 
Mstep: Class 45 contains 5776 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65613 members 
Mstep: Class 50 contains 63897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951160.000000 Penalty: 108896.726562
Iteration 404Q: 51 clusters Score -8.595116e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 14950 members 
Mstep: Class 14 contains 64964 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68371 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30444 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 35803 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57979 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2858 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20438 members 
Mstep: Class 41 contains 88166 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57504 members 
Mstep: Class 45 contains 5762 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65474 members 
Mstep: Class 50 contains 64035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950936.000000 Penalty: 108896.726562
Iteration 405Q: 51 clusters Score -8.595094e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 64990 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68363 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30438 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 35907 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57991 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2859 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20434 members 
Mstep: Class 41 contains 88149 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57409 members 
Mstep: Class 45 contains 5747 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65372 members 
Mstep: Class 50 contains 64147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951064.000000 Penalty: 108896.726562
Iteration 406Q: 51 clusters Score -8.595106e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 11289 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 65005 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68356 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30436 members 
Mstep: Class 27 contains 2374 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36013 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58023 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2857 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88124 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57294 members 
Mstep: Class 45 contains 5738 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65286 members 
Mstep: Class 50 contains 64241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951088.000000 Penalty: 108896.726562
Iteration 407Q: 51 clusters Score -8.595109e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10137 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 65041 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68343 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30425 members 
Mstep: Class 27 contains 2376 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36101 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58047 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2854 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 88089 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57181 members 
Mstep: Class 45 contains 5735 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65222 members 
Mstep: Class 50 contains 64327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951048.000000 Penalty: 108896.726562
Iteration 408Q: 51 clusters Score -8.595105e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10137 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 65069 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68335 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30421 members 
Mstep: Class 27 contains 2374 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36181 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58042 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2852 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20422 members 
Mstep: Class 41 contains 88056 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57077 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65154 members 
Mstep: Class 50 contains 64451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951216.000000 Penalty: 108896.726562
Iteration 409Q: 51 clusters Score -8.595122e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 65123 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68331 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30425 members 
Mstep: Class 27 contains 2372 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36272 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 58030 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2850 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20423 members 
Mstep: Class 41 contains 88004 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 57004 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 65027 members 
Mstep: Class 50 contains 64570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951248.000000 Penalty: 108896.726562
Iteration 410Q: 51 clusters Score -8.595125e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 65168 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68320 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30418 members 
Mstep: Class 27 contains 2375 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36373 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57994 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20423 members 
Mstep: Class 41 contains 87971 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56920 members 
Mstep: Class 45 contains 5723 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64906 members 
Mstep: Class 50 contains 64703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951376.000000 Penalty: 108896.726562
Iteration 411Q: 51 clusters Score -8.595138e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8764 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 65210 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8946 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68309 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30410 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36478 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2453 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57963 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20421 members 
Mstep: Class 41 contains 87934 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56832 members 
Mstep: Class 45 contains 5712 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64817 members 
Mstep: Class 50 contains 64826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951440.000000 Penalty: 108896.726562
Iteration 412Q: 51 clusters Score -8.595144e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8771 members 
Mstep: Class 5 contains 11289 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 15014 members 
Mstep: Class 14 contains 65208 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68316 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30409 members 
Mstep: Class 27 contains 2376 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36572 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2454 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57938 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20419 members 
Mstep: Class 41 contains 87884 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56763 members 
Mstep: Class 45 contains 5697 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64720 members 
Mstep: Class 50 contains 64970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951608.000000 Penalty: 108896.726562
Iteration 413Q: 51 clusters Score -8.595161e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8774 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 15029 members 
Mstep: Class 14 contains 65237 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8951 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68305 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30398 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36658 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57896 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 87848 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56710 members 
Mstep: Class 45 contains 5692 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64594 members 
Mstep: Class 50 contains 65126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951696.000000 Penalty: 108896.726562
Iteration 414Q: 51 clusters Score -8.59517e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2921 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 65257 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68292 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30393 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 36733 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57855 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2831 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20419 members 
Mstep: Class 41 contains 87799 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56659 members 
Mstep: Class 45 contains 5681 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64504 members 
Mstep: Class 50 contains 65281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951808.000000 Penalty: 108896.726562
Iteration 415Q: 51 clusters Score -8.595181e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 65261 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8957 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68279 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30397 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 36810 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57811 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2827 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 87752 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56615 members 
Mstep: Class 45 contains 5679 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64452 members 
Mstep: Class 50 contains 65410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951872.000000 Penalty: 108896.726562
Iteration 416Q: 51 clusters Score -8.595187e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2889 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 65232 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8961 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68268 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30404 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36891 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57791 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2824 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20421 members 
Mstep: Class 41 contains 87704 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56565 members 
Mstep: Class 45 contains 5676 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64363 members 
Mstep: Class 50 contains 65571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951976.000000 Penalty: 108896.726562
Iteration 417Q: 51 clusters Score -8.595198e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10136 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 65217 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8961 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68264 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30407 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 36972 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57764 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20425 members 
Mstep: Class 41 contains 87653 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56487 members 
Mstep: Class 45 contains 5661 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64291 members 
Mstep: Class 50 contains 65744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952104.000000 Penalty: 108896.726562
Iteration 418Q: 51 clusters Score -8.59521e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 11289 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 15108 members 
Mstep: Class 14 contains 65184 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68261 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30412 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 37058 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57737 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2816 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20422 members 
Mstep: Class 41 contains 87594 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56436 members 
Mstep: Class 45 contains 5655 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64177 members 
Mstep: Class 50 contains 65956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952264.000000 Penalty: 108896.726562
Iteration 419Q: 51 clusters Score -8.595226e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8798 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 65138 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68252 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30412 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 37152 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57705 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2813 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 87540 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56352 members 
Mstep: Class 45 contains 5642 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64093 members 
Mstep: Class 50 contains 66168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952320.000000 Penalty: 108896.726562
Iteration 420F: 51 clusters Score -8.595232e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8801 members 
Mstep: Class 5 contains 11305 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 65107 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68239 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30416 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 37269 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57667 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2811 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 87483 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56234 members 
Mstep: Class 45 contains 5624 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 64001 members 
Mstep: Class 50 contains 66403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952192.000000 Penalty: 108896.726562
Iteration 421Q: 51 clusters Score -8.595219e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8813 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 15155 members 
Mstep: Class 14 contains 65078 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68228 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30406 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 37376 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57643 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20428 members 
Mstep: Class 41 contains 87408 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56150 members 
Mstep: Class 45 contains 5615 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63860 members 
Mstep: Class 50 contains 66652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952352.000000 Penalty: 108896.726562
Iteration 422Q: 51 clusters Score -8.595235e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 11296 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 15172 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68209 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30409 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 2089 members 
Mstep: Class 29 contains 37488 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57631 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20436 members 
Mstep: Class 41 contains 87323 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56073 members 
Mstep: Class 45 contains 5611 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63701 members 
Mstep: Class 50 contains 66891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952392.000000 Penalty: 108896.726562
Iteration 423Q: 51 clusters Score -8.595239e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 5 contains 11296 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 65063 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8968 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68192 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 37584 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57627 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20448 members 
Mstep: Class 41 contains 87244 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 56029 members 
Mstep: Class 45 contains 5608 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63570 members 
Mstep: Class 50 contains 67097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952640.000000 Penalty: 108896.726562
Iteration 424Q: 51 clusters Score -8.595264e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8817 members 
Mstep: Class 5 contains 11304 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 15201 members 
Mstep: Class 14 contains 65045 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8970 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68174 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30403 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 37685 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57601 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20456 members 
Mstep: Class 41 contains 87164 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55981 members 
Mstep: Class 45 contains 5603 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63448 members 
Mstep: Class 50 contains 67298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952768.000000 Penalty: 108896.726562
Iteration 425Q: 51 clusters Score -8.595277e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8825 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 65043 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68157 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30404 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 37789 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57553 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20460 members 
Mstep: Class 41 contains 87098 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55903 members 
Mstep: Class 45 contains 5596 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63325 members 
Mstep: Class 50 contains 67516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952936.000000 Penalty: 108896.726562
Iteration 426Q: 51 clusters Score -8.595294e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8824 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 15234 members 
Mstep: Class 14 contains 65018 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68140 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30408 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 37912 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57486 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2799 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20465 members 
Mstep: Class 41 contains 87010 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55815 members 
Mstep: Class 45 contains 5587 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63266 members 
Mstep: Class 50 contains 67738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952960.000000 Penalty: 108896.726562
Iteration 427Q: 51 clusters Score -8.595296e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 15253 members 
Mstep: Class 14 contains 65003 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68123 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30404 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 38021 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57436 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20473 members 
Mstep: Class 41 contains 86933 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55733 members 
Mstep: Class 45 contains 5585 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63166 members 
Mstep: Class 50 contains 67971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953144.000000 Penalty: 108896.726562
Iteration 428Q: 51 clusters Score -8.595314e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 65007 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68108 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30416 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 38115 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57371 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2796 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20475 members 
Mstep: Class 41 contains 86872 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55661 members 
Mstep: Class 45 contains 5588 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 63039 members 
Mstep: Class 50 contains 68191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953448.000000 Penalty: 108896.726562
Iteration 429Q: 51 clusters Score -8.595345e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 15296 members 
Mstep: Class 14 contains 65013 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68092 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30417 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 38202 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57311 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20481 members 
Mstep: Class 41 contains 86823 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55603 members 
Mstep: Class 45 contains 5583 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62911 members 
Mstep: Class 50 contains 68402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953600.000000 Penalty: 108896.726562
Iteration 430Q: 51 clusters Score -8.59536e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 11289 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 65036 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68077 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30424 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 38280 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57254 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2789 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20489 members 
Mstep: Class 41 contains 86762 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55527 members 
Mstep: Class 45 contains 5574 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62785 members 
Mstep: Class 50 contains 68633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953632.000000 Penalty: 108896.726562
Iteration 431Q: 51 clusters Score -8.595363e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8833 members 
Mstep: Class 5 contains 11282 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 15339 members 
Mstep: Class 14 contains 65035 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68054 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30424 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 38391 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57223 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20494 members 
Mstep: Class 41 contains 86678 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55443 members 
Mstep: Class 45 contains 5561 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62662 members 
Mstep: Class 50 contains 68870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953592.000000 Penalty: 108896.726562
Iteration 432Q: 51 clusters Score -8.595359e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8844 members 
Mstep: Class 5 contains 11275 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 65030 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68029 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30429 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 38508 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57199 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20496 members 
Mstep: Class 41 contains 86576 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55348 members 
Mstep: Class 45 contains 5557 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62512 members 
Mstep: Class 50 contains 69132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953960.000000 Penalty: 108896.726562
Iteration 433Q: 51 clusters Score -8.595396e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 11265 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 65021 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8970 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 68016 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30434 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 38617 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57155 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20507 members 
Mstep: Class 41 contains 86500 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55283 members 
Mstep: Class 45 contains 5544 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62345 members 
Mstep: Class 50 contains 69380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953992.000000 Penalty: 108896.726562
Iteration 434Q: 51 clusters Score -8.595399e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8863 members 
Mstep: Class 5 contains 11248 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 65035 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67998 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30432 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57140 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20509 members 
Mstep: Class 41 contains 86435 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55179 members 
Mstep: Class 45 contains 5537 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62218 members 
Mstep: Class 50 contains 69592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954008.000000 Penalty: 108896.726562
Iteration 435Q: 51 clusters Score -8.595401e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 11243 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 13 contains 15475 members 
Mstep: Class 14 contains 65035 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67966 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30429 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 2088 members 
Mstep: Class 29 contains 38873 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57115 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20515 members 
Mstep: Class 41 contains 86345 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 55065 members 
Mstep: Class 45 contains 5519 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62130 members 
Mstep: Class 50 contains 69789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954128.000000 Penalty: 108896.726562
Iteration 436Q: 51 clusters Score -8.595413e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8863 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 65050 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67952 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30425 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 2088 members 
Mstep: Class 29 contains 38994 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57105 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20515 members 
Mstep: Class 41 contains 86252 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54958 members 
Mstep: Class 45 contains 5516 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 62041 members 
Mstep: Class 50 contains 69947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954424.000000 Penalty: 108896.726562
Iteration 437Q: 51 clusters Score -8.595442e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8864 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 15527 members 
Mstep: Class 14 contains 65062 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67936 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30399 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39132 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2464 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57100 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20518 members 
Mstep: Class 41 contains 86174 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54829 members 
Mstep: Class 45 contains 5501 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61977 members 
Mstep: Class 50 contains 70104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954760.000000 Penalty: 108896.726562
Iteration 438Q: 51 clusters Score -8.595476e+07 nChanged 1527
Entering ConstructFrom: 
Score: -85954760.000000 Penalty: 108896.726562
Entering ConstructFrom: 
Trying to split cluster 1 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -97647.437500 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -97647.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96384.164062 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -96384.16 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96611.218750 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -96611.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96697.265625 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -96697.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96734.992188 Penalty: 2167.999023
	Iteration 3Q: 3 clusters Score -96734.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96759.953125 Penalty: 2167.999023
	Iteration 4Q: 3 clusters Score -96759.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96782.687500 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -96782.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96795.390625 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -96795.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96809.359375 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -96809.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96822.390625 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -96822.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96825.695312 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -96825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96827.015625 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -96827.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96830.156250 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -96830.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96833.687500 Penalty: 2167.999023
	Iteration 12Q: 3 clusters Score -96833.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96838.125000 Penalty: 2167.999023
	Iteration 13Q: 3 clusters Score -96838.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96844.046875 Penalty: 2167.999023
	Iteration 14Q: 3 clusters Score -96844.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96846.101562 Penalty: 2167.999023
	Iteration 15Q: 3 clusters Score -96846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96847.531250 Penalty: 2167.999023
	Iteration 16Q: 3 clusters Score -96847.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96849.132812 Penalty: 2167.999023
	Iteration 17Q: 3 clusters Score -96849.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96851.609375 Penalty: 2167.999023
	Iteration 18Q: 3 clusters Score -96851.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96852.718750 Penalty: 2167.999023
	Iteration 19Q: 3 clusters Score -96852.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96853.671875 Penalty: 2167.999023
	Iteration 20F: 3 clusters Score -96853.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -73804.585938 Penalty: 1044.829468
	Iteration 0F: 2 clusters Score -73804.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72689.539062 Penalty: 2089.658936
	Iteration 0F: 3 clusters Score -72689.54 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73010.117188 Penalty: 2089.658936
	Iteration 1F: 3 clusters Score -73010.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73134.875000 Penalty: 2089.658936
	Iteration 2F: 3 clusters Score -73134.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73278.351562 Penalty: 2089.658936
	Iteration 3F: 3 clusters Score -73278.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73432.070312 Penalty: 2089.658936
	Iteration 4F: 3 clusters Score -73432.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73583.000000 Penalty: 2089.658936
	Iteration 5F: 3 clusters Score -73583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73659.023438 Penalty: 2089.658936
	Iteration 6Q: 3 clusters Score -73659.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73720.429688 Penalty: 2089.658936
	Iteration 7Q: 3 clusters Score -73720.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73763.390625 Penalty: 2089.658936
	Iteration 8Q: 3 clusters Score -73763.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73802.078125 Penalty: 2089.658936
	Iteration 9Q: 3 clusters Score -73802.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73818.234375 Penalty: 2089.658936
	Iteration 10Q: 3 clusters Score -73818.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73832.695312 Penalty: 2089.658936
	Iteration 11Q: 3 clusters Score -73832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73836.468750 Penalty: 2089.658936
	Iteration 12Q: 3 clusters Score -73836.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73836.468750 Penalty: 2089.658936
	Iteration 13F: 3 clusters Score -73836.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39267 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57069 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 86107 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54690 members 
Mstep: Class 45 contains 5496 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61963 members 
Mstep: Class 50 contains 70206 members 
Mstep: Class 51 contains 287 members 
Entering Unmasked Estep 
Score: -85953840.000000 Penalty: 111074.656250
Splitting cluster 2 changes total score from -85954760.000000 to -85953840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -89926.179688 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -89926.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88668.476562 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -88668.48 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88911.929688 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -88911.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89036.445312 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -89036.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89203.406250 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -89203.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89375.843750 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -89375.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89501.039062 Penalty: 2154.542969
	Iteration 5F: 3 clusters Score -89501.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89599.562500 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -89599.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89708.671875 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -89708.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89792.429688 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -89792.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89888.671875 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -89888.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89970.687500 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -89970.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90000.898438 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -90000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90009.140625 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -90009.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90016.328125 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -90016.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90025.601562 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -90025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90034.523438 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -90034.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90050.992188 Penalty: 2154.542969
	Iteration 16Q: 3 clusters Score -90050.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90058.960938 Penalty: 2154.542969
	Iteration 17Q: 3 clusters Score -90058.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90067.976562 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -90067.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90073.750000 Penalty: 2154.542969
	Iteration 19Q: 3 clusters Score -90073.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90077.351562 Penalty: 2154.542969
	Iteration 20F: 3 clusters Score -90077.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39267 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57069 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 86107 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54690 members 
Mstep: Class 45 contains 5496 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61963 members 
Mstep: Class 50 contains 70206 members 
Mstep: Class 51 contains 380 members 
Entering Unmasked Estep 
Score: -85954032.000000 Penalty: 111074.656250
Splitting cluster 3 changes total score from -85954760.000000 to -85954032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1085032.125000 Penalty: 1477.286499
	Iteration 0F: 2 clusters Score -1085032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1078543.000000 Penalty: 2954.572998
	Iteration 0F: 3 clusters Score -1078543 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1080704.875000 Penalty: 2954.572998
	Iteration 1F: 3 clusters Score -1080705 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1081042.375000 Penalty: 2954.572998
	Iteration 2F: 3 clusters Score -1081042 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1081383.375000 Penalty: 2954.572998
	Iteration 3F: 3 clusters Score -1081383 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1081751.750000 Penalty: 2954.572998
	Iteration 4F: 3 clusters Score -1081752 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1082168.250000 Penalty: 2954.572998
	Iteration 5F: 3 clusters Score -1082168 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1082565.375000 Penalty: 2954.572998
	Iteration 6F: 3 clusters Score -1082565 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1082925.250000 Penalty: 2954.572998
	Iteration 7F: 3 clusters Score -1082925 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1083247.375000 Penalty: 2954.572998
	Iteration 8Q: 3 clusters Score -1083247 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1083471.500000 Penalty: 2954.572998
	Iteration 9Q: 3 clusters Score -1083472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1083610.500000 Penalty: 2954.572998
	Iteration 10Q: 3 clusters Score -1083610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1083694.250000 Penalty: 2954.572998
	Iteration 11Q: 3 clusters Score -1083694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1083757.625000 Penalty: 2954.572998
	Iteration 12Q: 3 clusters Score -1083758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1083810.750000 Penalty: 2954.572998
	Iteration 13Q: 3 clusters Score -1083811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1083841.375000 Penalty: 2954.572998
	Iteration 14Q: 3 clusters Score -1083841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1083871.625000 Penalty: 2954.572998
	Iteration 15Q: 3 clusters Score -1083872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1083890.000000 Penalty: 2954.572998
	Iteration 16Q: 3 clusters Score -1083890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1083908.125000 Penalty: 2954.572998
	Iteration 17Q: 3 clusters Score -1083908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1083931.125000 Penalty: 2954.572998
	Iteration 18Q: 3 clusters Score -1083931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1083952.625000 Penalty: 2954.572998
	Iteration 19Q: 3 clusters Score -1083953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1083977.125000 Penalty: 2954.572998
	Iteration 20F: 3 clusters Score -1083977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1083994.125000 Penalty: 2954.572998
	Iteration 21Q: 3 clusters Score -1083994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1084008.625000 Penalty: 2954.572998
	Iteration 22Q: 3 clusters Score -1084009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1084017.375000 Penalty: 2954.572998
	Iteration 23Q: 3 clusters Score -1084017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1084020.125000 Penalty: 2954.572998
	Iteration 24Q: 3 clusters Score -1084020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1084025.000000 Penalty: 2954.572998
	Iteration 25Q: 3 clusters Score -1084025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1084029.000000 Penalty: 2954.572998
	Iteration 26Q: 3 clusters Score -1084029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1084034.250000 Penalty: 2954.572998
	Iteration 27Q: 3 clusters Score -1084034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1084038.250000 Penalty: 2954.572998
	Iteration 28Q: 3 clusters Score -1084038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1084040.875000 Penalty: 2954.572998
	Iteration 29Q: 3 clusters Score -1084041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1084042.250000 Penalty: 2954.572998
	Iteration 30Q: 3 clusters Score -1084042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1084045.875000 Penalty: 2954.572998
	Iteration 31Q: 3 clusters Score -1084046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1084047.375000 Penalty: 2954.572998
	Iteration 32Q: 3 clusters Score -1084047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1084047.750000 Penalty: 2954.572998
	Iteration 33Q: 3 clusters Score -1084048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1084048.125000 Penalty: 2954.572998
	Iteration 34Q: 3 clusters Score -1084048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1084049.875000 Penalty: 2954.572998
	Iteration 35Q: 3 clusters Score -1084050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1084053.250000 Penalty: 2954.572998
	Iteration 36Q: 3 clusters Score -1084053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1084055.250000 Penalty: 2954.572998
	Iteration 37Q: 3 clusters Score -1084055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1084055.125000 Penalty: 2954.572998
	Iteration 38Q: 3 clusters Score -1084055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1084055.500000 Penalty: 2954.572998
	Iteration 39Q: 3 clusters Score -1084056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1084057.375000 Penalty: 2954.572998
	Iteration 40F: 3 clusters Score -1084057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1084057.875000 Penalty: 2954.572998
	Iteration 41Q: 3 clusters Score -1084058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1084060.625000 Penalty: 2954.572998
	Iteration 42Q: 3 clusters Score -1084061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1084062.000000 Penalty: 2954.572998
	Iteration 43Q: 3 clusters Score -1084062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1084064.375000 Penalty: 2954.572998
	Iteration 44Q: 3 clusters Score -1084064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1084064.375000 Penalty: 2954.572998
	Iteration 45Q: 3 clusters Score -1084064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1084064.500000 Penalty: 2954.572998
	Iteration 46Q: 3 clusters Score -1084064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1084064.500000 Penalty: 2954.572998
	Iteration 47Q: 3 clusters Score -1084064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1084064.500000 Penalty: 2954.572998
	Iteration 48F: 3 clusters Score -1084064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Entering Unmasked Estep 
Score: -1444169.875000 Penalty: 1515.617798
	Iteration 0F: 2 clusters Score -1444170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1436156.125000 Penalty: 3031.235596
	Iteration 0F: 3 clusters Score -1436156 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1438885.250000 Penalty: 3031.235596
	Iteration 1F: 3 clusters Score -1438885 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1439201.125000 Penalty: 3031.235596
	Iteration 2F: 3 clusters Score -1439201 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1439496.625000 Penalty: 3031.235596
	Iteration 3F: 3 clusters Score -1439497 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1439754.625000 Penalty: 3031.235596
	Iteration 4Q: 3 clusters Score -1439755 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1439998.250000 Penalty: 3031.235596
	Iteration 5Q: 3 clusters Score -1439998 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1440279.750000 Penalty: 3031.235596
	Iteration 6Q: 3 clusters Score -1440280 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1440562.500000 Penalty: 3031.235596
	Iteration 7Q: 3 clusters Score -1440562 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1440882.500000 Penalty: 3031.235596
	Iteration 8Q: 3 clusters Score -1440882 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1441249.250000 Penalty: 3031.235596
	Iteration 9Q: 3 clusters Score -1441249 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1441658.750000 Penalty: 3031.235596
	Iteration 10Q: 3 clusters Score -1441659 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1441958.125000 Penalty: 3031.235596
	Iteration 11Q: 3 clusters Score -1441958 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1442164.125000 Penalty: 3031.235596
	Iteration 12Q: 3 clusters Score -1442164 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1442296.750000 Penalty: 3031.235596
	Iteration 13Q: 3 clusters Score -1442297 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1442365.750000 Penalty: 3031.235596
	Iteration 14Q: 3 clusters Score -1442366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1442399.000000 Penalty: 3031.235596
	Iteration 15Q: 3 clusters Score -1442399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1442416.625000 Penalty: 3031.235596
	Iteration 16Q: 3 clusters Score -1442417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1442427.875000 Penalty: 3031.235596
	Iteration 17Q: 3 clusters Score -1442428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1442434.625000 Penalty: 3031.235596
	Iteration 18Q: 3 clusters Score -1442435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1442440.500000 Penalty: 3031.235596
	Iteration 19Q: 3 clusters Score -1442440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1442449.750000 Penalty: 3031.235596
	Iteration 20F: 3 clusters Score -1442450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1442456.625000 Penalty: 3031.235596
	Iteration 21Q: 3 clusters Score -1442457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1442461.500000 Penalty: 3031.235596
	Iteration 22Q: 3 clusters Score -1442462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1442471.875000 Penalty: 3031.235596
	Iteration 23Q: 3 clusters Score -1442472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1442469.875000 Penalty: 3031.235596
	Iteration 24Q: 3 clusters Score -1442470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1442473.750000 Penalty: 3031.235596
	Iteration 25Q: 3 clusters Score -1442474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1442478.500000 Penalty: 3031.235596
	Iteration 26Q: 3 clusters Score -1442478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1442477.375000 Penalty: 3031.235596
	Iteration 27Q: 3 clusters Score -1442477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1442477.125000 Penalty: 3031.235596
	Iteration 28Q: 3 clusters Score -1442477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1442477.000000 Penalty: 3031.235596
	Iteration 29Q: 3 clusters Score -1442477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1442478.250000 Penalty: 3031.235596
	Iteration 30Q: 3 clusters Score -1442478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1442478.875000 Penalty: 3031.235596
	Iteration 31Q: 3 clusters Score -1442479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1442485.250000 Penalty: 3031.235596
	Iteration 32Q: 3 clusters Score -1442485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1442485.750000 Penalty: 3031.235596
	Iteration 33Q: 3 clusters Score -1442486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1442486.000000 Penalty: 3031.235596
	Iteration 34Q: 3 clusters Score -1442486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1442488.125000 Penalty: 3031.235596
	Iteration 35Q: 3 clusters Score -1442488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1442492.625000 Penalty: 3031.235596
	Iteration 36Q: 3 clusters Score -1442493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1442495.500000 Penalty: 3031.235596
	Iteration 37Q: 3 clusters Score -1442496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1442492.125000 Penalty: 3031.235596
	Iteration 38Q: 3 clusters Score -1442492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1442493.500000 Penalty: 3031.235596
	Iteration 39Q: 3 clusters Score -1442494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1442499.500000 Penalty: 3031.235596
	Iteration 40F: 3 clusters Score -1442500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1442506.250000 Penalty: 3031.235596
	Iteration 41Q: 3 clusters Score -1442506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1442508.875000 Penalty: 3031.235596
	Iteration 42Q: 3 clusters Score -1442509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1442506.750000 Penalty: 3031.235596
	Iteration 43Q: 3 clusters Score -1442507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1442506.250000 Penalty: 3031.235596
	Iteration 44Q: 3 clusters Score -1442506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1442510.500000 Penalty: 3031.235596
	Iteration 45Q: 3 clusters Score -1442510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1442514.625000 Penalty: 3031.235596
	Iteration 46Q: 3 clusters Score -1442515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1442512.750000 Penalty: 3031.235596
	Iteration 47Q: 3 clusters Score -1442513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1442510.625000 Penalty: 3031.235596
	Iteration 48Q: 3 clusters Score -1442511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1442510.250000 Penalty: 3031.235596
	Iteration 49Q: 3 clusters Score -1442510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1442510.250000 Penalty: 3031.235596
	Iteration 50F: 3 clusters Score -1442510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -73173.390625 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -73173.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72012.687500 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -72012.69 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72197.726562 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -72197.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72264.289062 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -72264.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72291.195312 Penalty: 2087.555176
	Iteration 3Q: 3 clusters Score -72291.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72307.906250 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -72307.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72321.531250 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -72321.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72332.429688 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -72332.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72336.789062 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -72336.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72341.195312 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -72341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72343.976562 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -72343.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72345.695312 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -72345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72346.312500 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -72346.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72348.421875 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -72348.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72348.750000 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -72348.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72348.750000 Penalty: 2087.555176
	Iteration 14F: 3 clusters Score -72348.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20380.128906 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20380.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20431.427734 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20431.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20456.310547 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20456.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20465.585938 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20465.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20471.902344 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -20471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20471.902344 Penalty: 1659.432373
	Iteration 5F: 3 clusters Score -20471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44394.351562 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44394.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44550.453125 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44550.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44622.476562 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44622.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44673.582031 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -44673.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44726.832031 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44726.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44750.871094 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44750.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44763.921875 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44763.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44767.886719 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -44767.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44771.148438 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -44771.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44781.960938 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -44781.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44787.082031 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -44787.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44787.082031 Penalty: 1936.488037
	Iteration 11F: 3 clusters Score -44787.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63594.285156 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63594.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62481.234375 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62481.23 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62865.914062 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -62865.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63138.000000 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -63138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63249.074219 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -63249.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63307.703125 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -63307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63317.128906 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -63317.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63321.628906 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -63321.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63328.898438 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -63328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63332.062500 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -63332.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63333.058594 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -63333.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63333.058594 Penalty: 2085.437988
	Iteration 10F: 3 clusters Score -63333.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16645.861328 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16645.86 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17038.791016 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -17038.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17146.142578 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17146.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17207.648438 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -17207.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17224.615234 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17224.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17229.076172 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17229.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17230.978516 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17230.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17239.748047 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17239.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17267.304688 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17279.501953 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -17279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17279.929688 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -17279.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17279.929688 Penalty: 1934.804077
	Iteration 11F: 3 clusters Score -17279.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Entering Unmasked Estep 
Score: -1299176.875000 Penalty: 1498.650757
	Iteration 0F: 2 clusters Score -1299177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1291868.250000 Penalty: 2997.301514
	Iteration 0F: 3 clusters Score -1291868 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1294325.000000 Penalty: 2997.301514
	Iteration 1F: 3 clusters Score -1294325 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1294648.625000 Penalty: 2997.301514
	Iteration 2F: 3 clusters Score -1294649 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1294928.000000 Penalty: 2997.301514
	Iteration 3F: 3 clusters Score -1294928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1295191.875000 Penalty: 2997.301514
	Iteration 4Q: 3 clusters Score -1295192 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1295509.500000 Penalty: 2997.301514
	Iteration 5F: 3 clusters Score -1295510 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1295940.375000 Penalty: 2997.301514
	Iteration 6F: 3 clusters Score -1295940 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1296392.875000 Penalty: 2997.301514
	Iteration 7F: 3 clusters Score -1296393 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1296822.625000 Penalty: 2997.301514
	Iteration 8F: 3 clusters Score -1296823 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1297168.625000 Penalty: 2997.301514
	Iteration 9Q: 3 clusters Score -1297169 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1297412.375000 Penalty: 2997.301514
	Iteration 10Q: 3 clusters Score -1297412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1297572.875000 Penalty: 2997.301514
	Iteration 11Q: 3 clusters Score -1297573 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1297681.125000 Penalty: 2997.301514
	Iteration 12Q: 3 clusters Score -1297681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1297762.500000 Penalty: 2997.301514
	Iteration 13Q: 3 clusters Score -1297762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1297819.000000 Penalty: 2997.301514
	Iteration 14Q: 3 clusters Score -1297819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1297858.250000 Penalty: 2997.301514
	Iteration 15Q: 3 clusters Score -1297858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1297886.250000 Penalty: 2997.301514
	Iteration 16Q: 3 clusters Score -1297886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1297916.625000 Penalty: 2997.301514
	Iteration 17Q: 3 clusters Score -1297917 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1297939.875000 Penalty: 2997.301514
	Iteration 18Q: 3 clusters Score -1297940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1297959.250000 Penalty: 2997.301514
	Iteration 19Q: 3 clusters Score -1297959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1297980.750000 Penalty: 2997.301514
	Iteration 20F: 3 clusters Score -1297981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1297999.000000 Penalty: 2997.301514
	Iteration 21Q: 3 clusters Score -1297999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1298022.750000 Penalty: 2997.301514
	Iteration 22Q: 3 clusters Score -1298023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1298037.625000 Penalty: 2997.301514
	Iteration 23Q: 3 clusters Score -1298038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1298058.375000 Penalty: 2997.301514
	Iteration 24Q: 3 clusters Score -1298058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1298081.375000 Penalty: 2997.301514
	Iteration 25Q: 3 clusters Score -1298081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1298108.250000 Penalty: 2997.301514
	Iteration 26Q: 3 clusters Score -1298108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1298152.750000 Penalty: 2997.301514
	Iteration 27Q: 3 clusters Score -1298153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1298214.250000 Penalty: 2997.301514
	Iteration 28Q: 3 clusters Score -1298214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1298279.750000 Penalty: 2997.301514
	Iteration 29Q: 3 clusters Score -1298280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1298375.250000 Penalty: 2997.301514
	Iteration 30Q: 3 clusters Score -1298375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1298482.000000 Penalty: 2997.301514
	Iteration 31Q: 3 clusters Score -1298482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1298579.250000 Penalty: 2997.301514
	Iteration 32Q: 3 clusters Score -1298579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1298638.875000 Penalty: 2997.301514
	Iteration 33Q: 3 clusters Score -1298639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1298670.750000 Penalty: 2997.301514
	Iteration 34Q: 3 clusters Score -1298671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1298696.375000 Penalty: 2997.301514
	Iteration 35Q: 3 clusters Score -1298696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1298719.375000 Penalty: 2997.301514
	Iteration 36Q: 3 clusters Score -1298719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1298740.250000 Penalty: 2997.301514
	Iteration 37Q: 3 clusters Score -1298740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1298758.500000 Penalty: 2997.301514
	Iteration 38Q: 3 clusters Score -1298758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1298769.625000 Penalty: 2997.301514
	Iteration 39Q: 3 clusters Score -1298770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1298780.000000 Penalty: 2997.301514
	Iteration 40F: 3 clusters Score -1298780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1298792.000000 Penalty: 2997.301514
	Iteration 41Q: 3 clusters Score -1298792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1298799.625000 Penalty: 2997.301514
	Iteration 42Q: 3 clusters Score -1298800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1298804.250000 Penalty: 2997.301514
	Iteration 43Q: 3 clusters Score -1298804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1298804.500000 Penalty: 2997.301514
	Iteration 44Q: 3 clusters Score -1298804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1298807.125000 Penalty: 2997.301514
	Iteration 45Q: 3 clusters Score -1298807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1298810.750000 Penalty: 2997.301514
	Iteration 46Q: 3 clusters Score -1298811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1298810.625000 Penalty: 2997.301514
	Iteration 47Q: 3 clusters Score -1298811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1298813.250000 Penalty: 2997.301514
	Iteration 48Q: 3 clusters Score -1298813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1298814.375000 Penalty: 2997.301514
	Iteration 49Q: 3 clusters Score -1298814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1298813.375000 Penalty: 2997.301514
	Iteration 50Q: 3 clusters Score -1298813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1298816.375000 Penalty: 2997.301514
	Iteration 51Q: 3 clusters Score -1298816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1298819.375000 Penalty: 2997.301514
	Iteration 52Q: 3 clusters Score -1298819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1298822.750000 Penalty: 2997.301514
	Iteration 53Q: 3 clusters Score -1298823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1298819.500000 Penalty: 2997.301514
	Iteration 54Q: 3 clusters Score -1298820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1298820.875000 Penalty: 2997.301514
	Iteration 55Q: 3 clusters Score -1298821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1298821.750000 Penalty: 2997.301514
	Iteration 56Q: 3 clusters Score -1298822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1298820.000000 Penalty: 2997.301514
	Iteration 57Q: 3 clusters Score -1298820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1298822.375000 Penalty: 2997.301514
	Iteration 58Q: 3 clusters Score -1298822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1298825.625000 Penalty: 2997.301514
	Iteration 59Q: 3 clusters Score -1298826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1298828.375000 Penalty: 2997.301514
	Iteration 60F: 3 clusters Score -1298828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1298829.500000 Penalty: 2997.301514
	Iteration 61Q: 3 clusters Score -1298830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1298832.625000 Penalty: 2997.301514
	Iteration 62Q: 3 clusters Score -1298833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1298832.625000 Penalty: 2997.301514
	Iteration 63Q: 3 clusters Score -1298833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1298832.625000 Penalty: 2997.301514
	Iteration 64F: 3 clusters Score -1298833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -357864.843750 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -357864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -355308.625000 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -355308.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -355918.937500 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -355918.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -356032.062500 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -356032.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -356096.843750 Penalty: 2564.439453
	Iteration 3Q: 3 clusters Score -356096.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -356138.281250 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -356138.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -356171.062500 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -356171.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -356195.437500 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -356195.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -356220.031250 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -356220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -356234.750000 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -356234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -356246.250000 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -356246.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -356256.562500 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -356256.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -356266.281250 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -356266.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -356278.812500 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -356278.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -356289.781250 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -356289.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -356295.156250 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -356295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -356298.312500 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -356298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356301.437500 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -356301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -356304.468750 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -356304.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356307.218750 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -356307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -356308.156250 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -356308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -356309.593750 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -356309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -356311.031250 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -356311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -356312.531250 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -356312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -356315.625000 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -356315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -356320.687500 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -356320.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356327.906250 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -356327.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -356333.062500 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -356333.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -356341.562500 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -356341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -356349.312500 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -356349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -356354.500000 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -356354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -356357.687500 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -356357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -356360.812500 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -356360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -356363.937500 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -356363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -356365.312500 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -356365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -356367.062500 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -356367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -356368.625000 Penalty: 2564.439453
	Iteration 35Q: 3 clusters Score -356368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -356368.968750 Penalty: 2564.439453
	Iteration 36Q: 3 clusters Score -356369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -356369.562500 Penalty: 2564.439453
	Iteration 37Q: 3 clusters Score -356369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -356370.812500 Penalty: 2564.439453
	Iteration 38Q: 3 clusters Score -356370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -356371.375000 Penalty: 2564.439453
	Iteration 39Q: 3 clusters Score -356371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -356372.156250 Penalty: 2564.439453
	Iteration 40F: 3 clusters Score -356372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -356374.593750 Penalty: 2564.439453
	Iteration 41Q: 3 clusters Score -356374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -356378.250000 Penalty: 2564.439453
	Iteration 42Q: 3 clusters Score -356378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -356381.718750 Penalty: 2564.439453
	Iteration 43Q: 3 clusters Score -356381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -356384.437500 Penalty: 2564.439453
	Iteration 44Q: 3 clusters Score -356384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -356387.500000 Penalty: 2564.439453
	Iteration 45Q: 3 clusters Score -356387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -356390.937500 Penalty: 2564.439453
	Iteration 46Q: 3 clusters Score -356390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -356393.312500 Penalty: 2564.439453
	Iteration 47Q: 3 clusters Score -356393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -356394.687500 Penalty: 2564.439453
	Iteration 48Q: 3 clusters Score -356394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -356396.531250 Penalty: 2564.439453
	Iteration 49Q: 3 clusters Score -356396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -356398.125000 Penalty: 2564.439453
	Iteration 50Q: 3 clusters Score -356398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -356400.500000 Penalty: 2564.439453
	Iteration 51Q: 3 clusters Score -356400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -356404.687500 Penalty: 2564.439453
	Iteration 52Q: 3 clusters Score -356404.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -356408.718750 Penalty: 2564.439453
	Iteration 53Q: 3 clusters Score -356408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -356415.500000 Penalty: 2564.439453
	Iteration 54Q: 3 clusters Score -356415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -356422.656250 Penalty: 2564.439453
	Iteration 55Q: 3 clusters Score -356422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -356425.625000 Penalty: 2564.439453
	Iteration 56Q: 3 clusters Score -356425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -356429.031250 Penalty: 2564.439453
	Iteration 57Q: 3 clusters Score -356429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -356431.062500 Penalty: 2564.439453
	Iteration 58Q: 3 clusters Score -356431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -356434.468750 Penalty: 2564.439453
	Iteration 59Q: 3 clusters Score -356434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -356435.875000 Penalty: 2564.439453
	Iteration 60F: 3 clusters Score -356435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -356437.906250 Penalty: 2564.439453
	Iteration 61Q: 3 clusters Score -356437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -356438.812500 Penalty: 2564.439453
	Iteration 62Q: 3 clusters Score -356438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -356439.906250 Penalty: 2564.439453
	Iteration 63Q: 3 clusters Score -356439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -356441.593750 Penalty: 2564.439453
	Iteration 64Q: 3 clusters Score -356441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -356444.375000 Penalty: 2564.439453
	Iteration 65Q: 3 clusters Score -356444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -356447.562500 Penalty: 2564.439453
	Iteration 66Q: 3 clusters Score -356447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -356450.656250 Penalty: 2564.439453
	Iteration 67Q: 3 clusters Score -356450.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -356455.156250 Penalty: 2564.439453
	Iteration 68Q: 3 clusters Score -356455.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -356460.656250 Penalty: 2564.439453
	Iteration 69Q: 3 clusters Score -356460.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -356465.062500 Penalty: 2564.439453
	Iteration 70Q: 3 clusters Score -356465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356466.937500 Penalty: 2564.439453
	Iteration 71Q: 3 clusters Score -356466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -356470.593750 Penalty: 2564.439453
	Iteration 72Q: 3 clusters Score -356470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -356473.062500 Penalty: 2564.439453
	Iteration 73Q: 3 clusters Score -356473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -356476.031250 Penalty: 2564.439453
	Iteration 74Q: 3 clusters Score -356476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -356478.812500 Penalty: 2564.439453
	Iteration 75Q: 3 clusters Score -356478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -356480.062500 Penalty: 2564.439453
	Iteration 76Q: 3 clusters Score -356480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -356480.406250 Penalty: 2564.439453
	Iteration 77Q: 3 clusters Score -356480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -356480.406250 Penalty: 2564.439453
	Iteration 78F: 3 clusters Score -356480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -2021173.125000 Penalty: 1568.461792
	Iteration 0F: 2 clusters Score -2021173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2010386.875000 Penalty: 3136.923584
	Iteration 0F: 3 clusters Score -2010387 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2014148.125000 Penalty: 3136.923584
	Iteration 1F: 3 clusters Score -2014148 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2014402.875000 Penalty: 3136.923584
	Iteration 2Q: 3 clusters Score -2014403 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2014600.125000 Penalty: 3136.923584
	Iteration 3Q: 3 clusters Score -2014600 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2014792.125000 Penalty: 3136.923584
	Iteration 4Q: 3 clusters Score -2014792 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2015003.375000 Penalty: 3136.923584
	Iteration 5Q: 3 clusters Score -2015003 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2015232.125000 Penalty: 3136.923584
	Iteration 6Q: 3 clusters Score -2015232 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2015468.750000 Penalty: 3136.923584
	Iteration 7Q: 3 clusters Score -2015469 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2015739.625000 Penalty: 3136.923584
	Iteration 8Q: 3 clusters Score -2015740 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2016036.750000 Penalty: 3136.923584
	Iteration 9Q: 3 clusters Score -2016037 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2016368.000000 Penalty: 3136.923584
	Iteration 10Q: 3 clusters Score -2016368 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2016706.125000 Penalty: 3136.923584
	Iteration 11Q: 3 clusters Score -2016706 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2017013.875000 Penalty: 3136.923584
	Iteration 12Q: 3 clusters Score -2017014 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2017301.250000 Penalty: 3136.923584
	Iteration 13Q: 3 clusters Score -2017301 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2017588.250000 Penalty: 3136.923584
	Iteration 14Q: 3 clusters Score -2017588 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2017863.750000 Penalty: 3136.923584
	Iteration 15Q: 3 clusters Score -2017864 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2018115.250000 Penalty: 3136.923584
	Iteration 16Q: 3 clusters Score -2018115 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2018356.875000 Penalty: 3136.923584
	Iteration 17Q: 3 clusters Score -2018357 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2018642.250000 Penalty: 3136.923584
	Iteration 18Q: 3 clusters Score -2018642 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2018925.000000 Penalty: 3136.923584
	Iteration 19Q: 3 clusters Score -2018925 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2019262.125000 Penalty: 3136.923584
	Iteration 20F: 3 clusters Score -2019262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2019484.500000 Penalty: 3136.923584
	Iteration 21Q: 3 clusters Score -2019484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2019599.875000 Penalty: 3136.923584
	Iteration 22Q: 3 clusters Score -2019600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2019646.125000 Penalty: 3136.923584
	Iteration 23Q: 3 clusters Score -2019646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2019674.500000 Penalty: 3136.923584
	Iteration 24Q: 3 clusters Score -2019674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2019696.250000 Penalty: 3136.923584
	Iteration 25Q: 3 clusters Score -2019696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2019715.250000 Penalty: 3136.923584
	Iteration 26Q: 3 clusters Score -2019715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2019733.500000 Penalty: 3136.923584
	Iteration 27Q: 3 clusters Score -2019734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2019745.250000 Penalty: 3136.923584
	Iteration 28Q: 3 clusters Score -2019745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2019749.500000 Penalty: 3136.923584
	Iteration 29Q: 3 clusters Score -2019750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2019764.875000 Penalty: 3136.923584
	Iteration 30Q: 3 clusters Score -2019765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2019776.875000 Penalty: 3136.923584
	Iteration 31Q: 3 clusters Score -2019777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2019789.500000 Penalty: 3136.923584
	Iteration 32Q: 3 clusters Score -2019790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2019795.250000 Penalty: 3136.923584
	Iteration 33Q: 3 clusters Score -2019795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2019803.625000 Penalty: 3136.923584
	Iteration 34Q: 3 clusters Score -2019804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2019810.250000 Penalty: 3136.923584
	Iteration 35Q: 3 clusters Score -2019810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2019819.625000 Penalty: 3136.923584
	Iteration 36Q: 3 clusters Score -2019820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2019821.500000 Penalty: 3136.923584
	Iteration 37Q: 3 clusters Score -2019822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2019824.750000 Penalty: 3136.923584
	Iteration 38Q: 3 clusters Score -2019825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2019825.750000 Penalty: 3136.923584
	Iteration 39Q: 3 clusters Score -2019826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2019826.750000 Penalty: 3136.923584
	Iteration 40F: 3 clusters Score -2019827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2019828.375000 Penalty: 3136.923584
	Iteration 41Q: 3 clusters Score -2019828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2019834.625000 Penalty: 3136.923584
	Iteration 42Q: 3 clusters Score -2019835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2019834.625000 Penalty: 3136.923584
	Iteration 43Q: 3 clusters Score -2019835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2019836.500000 Penalty: 3136.923584
	Iteration 44Q: 3 clusters Score -2019836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2019836.000000 Penalty: 3136.923584
	Iteration 45Q: 3 clusters Score -2019836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2019837.375000 Penalty: 3136.923584
	Iteration 46Q: 3 clusters Score -2019837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2019839.000000 Penalty: 3136.923584
	Iteration 47Q: 3 clusters Score -2019839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2019839.125000 Penalty: 3136.923584
	Iteration 48Q: 3 clusters Score -2019839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2019839.500000 Penalty: 3136.923584
	Iteration 49Q: 3 clusters Score -2019840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2019837.750000 Penalty: 3136.923584
	Iteration 50Q: 3 clusters Score -2019838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2019837.750000 Penalty: 3136.923584
	Iteration 51F: 3 clusters Score -2019838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Entering Unmasked Estep 
Score: -8671714.000000 Penalty: 1801.060547
	Iteration 0F: 2 clusters Score -8671714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -8629422.000000 Penalty: 3602.121094
	Iteration 0F: 3 clusters Score -8629422 nChanged 30736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8646995.000000 Penalty: 3602.121094
	Iteration 1F: 3 clusters Score -8646995 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -8647646.000000 Penalty: 3602.121094
	Iteration 2Q: 3 clusters Score -8647646 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -8648192.000000 Penalty: 3602.121094
	Iteration 3Q: 3 clusters Score -8648192 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -8648908.000000 Penalty: 3602.121094
	Iteration 4Q: 3 clusters Score -8648908 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8649995.000000 Penalty: 3602.121094
	Iteration 5Q: 3 clusters Score -8649995 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -8651864.000000 Penalty: 3602.121094
	Iteration 6F: 3 clusters Score -8651864 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8654675.000000 Penalty: 3602.121094
	Iteration 7F: 3 clusters Score -8654675 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -8658202.000000 Penalty: 3602.121094
	Iteration 8F: 3 clusters Score -8658202 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -8661718.000000 Penalty: 3602.121094
	Iteration 9F: 3 clusters Score -8661718 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -8664392.000000 Penalty: 3602.121094
	Iteration 10F: 3 clusters Score -8664392 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -8666046.000000 Penalty: 3602.121094
	Iteration 11Q: 3 clusters Score -8666046 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -8667135.000000 Penalty: 3602.121094
	Iteration 12Q: 3 clusters Score -8667135 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -8667877.000000 Penalty: 3602.121094
	Iteration 13Q: 3 clusters Score -8667877 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -8668437.000000 Penalty: 3602.121094
	Iteration 14Q: 3 clusters Score -8668437 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -8668901.000000 Penalty: 3602.121094
	Iteration 15Q: 3 clusters Score -8668901 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -8669363.000000 Penalty: 3602.121094
	Iteration 16Q: 3 clusters Score -8669363 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -8669689.000000 Penalty: 3602.121094
	Iteration 17Q: 3 clusters Score -8669689 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8669902.000000 Penalty: 3602.121094
	Iteration 18Q: 3 clusters Score -8669902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -8670101.000000 Penalty: 3602.121094
	Iteration 19Q: 3 clusters Score -8670101 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -8670262.000000 Penalty: 3602.121094
	Iteration 20F: 3 clusters Score -8670262 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -8670416.000000 Penalty: 3602.121094
	Iteration 21Q: 3 clusters Score -8670416 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -8670503.000000 Penalty: 3602.121094
	Iteration 22Q: 3 clusters Score -8670503 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -8670579.000000 Penalty: 3602.121094
	Iteration 23Q: 3 clusters Score -8670579 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -8670621.000000 Penalty: 3602.121094
	Iteration 24Q: 3 clusters Score -8670621 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -8670711.000000 Penalty: 3602.121094
	Iteration 25Q: 3 clusters Score -8670711 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -8670768.000000 Penalty: 3602.121094
	Iteration 26Q: 3 clusters Score -8670768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -8670786.000000 Penalty: 3602.121094
	Iteration 27Q: 3 clusters Score -8670786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8670803.000000 Penalty: 3602.121094
	Iteration 28Q: 3 clusters Score -8670803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8670820.000000 Penalty: 3602.121094
	Iteration 29Q: 3 clusters Score -8670820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -8670795.000000 Penalty: 3602.121094
	Iteration 30Q: 3 clusters Score -8670795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -8670827.000000 Penalty: 3602.121094
	Iteration 31Q: 3 clusters Score -8670827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -8670822.000000 Penalty: 3602.121094
	Iteration 32Q: 3 clusters Score -8670822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8670820.000000 Penalty: 3602.121094
	Iteration 33Q: 3 clusters Score -8670820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -8670822.000000 Penalty: 3602.121094
	Iteration 34Q: 3 clusters Score -8670822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -8670804.000000 Penalty: 3602.121094
	Iteration 35Q: 3 clusters Score -8670804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -8670796.000000 Penalty: 3602.121094
	Iteration 36Q: 3 clusters Score -8670796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -8670787.000000 Penalty: 3602.121094
	Iteration 37Q: 3 clusters Score -8670787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -8670773.000000 Penalty: 3602.121094
	Iteration 38Q: 3 clusters Score -8670773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -8670784.000000 Penalty: 3602.121094
	Iteration 39Q: 3 clusters Score -8670784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -8670781.000000 Penalty: 3602.121094
	Iteration 40F: 3 clusters Score -8670781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -8670776.000000 Penalty: 3602.121094
	Iteration 41Q: 3 clusters Score -8670776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8670775.000000 Penalty: 3602.121094
	Iteration 42Q: 3 clusters Score -8670775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -8670779.000000 Penalty: 3602.121094
	Iteration 43Q: 3 clusters Score -8670779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -8670784.000000 Penalty: 3602.121094
	Iteration 44Q: 3 clusters Score -8670784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8670776.000000 Penalty: 3602.121094
	Iteration 45Q: 3 clusters Score -8670776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -8670780.000000 Penalty: 3602.121094
	Iteration 46Q: 3 clusters Score -8670780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8670785.000000 Penalty: 3602.121094
	Iteration 47Q: 3 clusters Score -8670785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -8670781.000000 Penalty: 3602.121094
	Iteration 48Q: 3 clusters Score -8670781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -8670781.000000 Penalty: 3602.121094
	Iteration 49Q: 3 clusters Score -8670781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -8670787.000000 Penalty: 3602.121094
	Iteration 50Q: 3 clusters Score -8670787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -8670784.000000 Penalty: 3602.121094
	Iteration 51Q: 3 clusters Score -8670784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8670776.000000 Penalty: 3602.121094
	Iteration 52Q: 3 clusters Score -8670776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -8670773.000000 Penalty: 3602.121094
	Iteration 53Q: 3 clusters Score -8670773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -8670776.000000 Penalty: 3602.121094
	Iteration 54Q: 3 clusters Score -8670776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -8670761.000000 Penalty: 3602.121094
	Iteration 55Q: 3 clusters Score -8670761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8670760.000000 Penalty: 3602.121094
	Iteration 56Q: 3 clusters Score -8670760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8670766.000000 Penalty: 3602.121094
	Iteration 57Q: 3 clusters Score -8670766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -8670770.000000 Penalty: 3602.121094
	Iteration 58Q: 3 clusters Score -8670770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -8670769.000000 Penalty: 3602.121094
	Iteration 59Q: 3 clusters Score -8670769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -8670769.000000 Penalty: 3602.121094
	Iteration 60F: 3 clusters Score -8670769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49054.808594 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49054.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48056.984375 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48056.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48298.566406 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48298.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48454.582031 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -48454.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48562.281250 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -48562.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48651.628906 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -48651.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48693.335938 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -48693.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48726.300781 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -48726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48738.500000 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -48738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48755.164062 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -48755.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48807.914062 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -48807.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48828.472656 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -48828.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48835.511719 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -48835.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48841.679688 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -48841.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48844.863281 Penalty: 1981.874146
	Iteration 13Q: 3 clusters Score -48844.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48844.863281 Penalty: 1981.874146
	Iteration 14F: 3 clusters Score -48844.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -28821.724609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -28821.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28073.310547 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28073.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28276.878906 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -28276.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28370.619141 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -28370.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28487.482422 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -28487.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28558.175781 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -28558.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28582.078125 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -28582.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28589.257812 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -28589.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28605.869141 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -28605.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28617.664062 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -28617.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28626.486328 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -28626.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28643.314453 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -28643.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28643.314453 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -28643.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12844.257812 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12844.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12988.141602 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12988.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13010.733398 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -13010.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13018.867188 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13018.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13018.867188 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -13018.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Entering Unmasked Estep 
Score: -1172692.875000 Penalty: 1479.179688
	Iteration 0F: 2 clusters Score -1172693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1166200.375000 Penalty: 2958.359375
	Iteration 0F: 3 clusters Score -1166200 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1168308.375000 Penalty: 2958.359375
	Iteration 1F: 3 clusters Score -1168308 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1168617.000000 Penalty: 2958.359375
	Iteration 2F: 3 clusters Score -1168617 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1168846.500000 Penalty: 2958.359375
	Iteration 3F: 3 clusters Score -1168846 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1169039.625000 Penalty: 2958.359375
	Iteration 4Q: 3 clusters Score -1169040 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1169223.000000 Penalty: 2958.359375
	Iteration 5Q: 3 clusters Score -1169223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1169379.750000 Penalty: 2958.359375
	Iteration 6Q: 3 clusters Score -1169380 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1169512.625000 Penalty: 2958.359375
	Iteration 7Q: 3 clusters Score -1169513 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1169624.875000 Penalty: 2958.359375
	Iteration 8Q: 3 clusters Score -1169625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1169746.875000 Penalty: 2958.359375
	Iteration 9Q: 3 clusters Score -1169747 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1169859.000000 Penalty: 2958.359375
	Iteration 10Q: 3 clusters Score -1169859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1169950.750000 Penalty: 2958.359375
	Iteration 11Q: 3 clusters Score -1169951 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1170026.125000 Penalty: 2958.359375
	Iteration 12Q: 3 clusters Score -1170026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1170096.625000 Penalty: 2958.359375
	Iteration 13Q: 3 clusters Score -1170097 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1170143.875000 Penalty: 2958.359375
	Iteration 14Q: 3 clusters Score -1170144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1170184.500000 Penalty: 2958.359375
	Iteration 15Q: 3 clusters Score -1170184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1170226.750000 Penalty: 2958.359375
	Iteration 16Q: 3 clusters Score -1170227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1170271.125000 Penalty: 2958.359375
	Iteration 17Q: 3 clusters Score -1170271 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1170312.250000 Penalty: 2958.359375
	Iteration 18Q: 3 clusters Score -1170312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1170351.375000 Penalty: 2958.359375
	Iteration 19Q: 3 clusters Score -1170351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1170402.875000 Penalty: 2958.359375
	Iteration 20F: 3 clusters Score -1170403 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1170440.000000 Penalty: 2958.359375
	Iteration 21Q: 3 clusters Score -1170440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1170478.625000 Penalty: 2958.359375
	Iteration 22Q: 3 clusters Score -1170479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1170514.625000 Penalty: 2958.359375
	Iteration 23Q: 3 clusters Score -1170515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1170550.750000 Penalty: 2958.359375
	Iteration 24Q: 3 clusters Score -1170551 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1170600.750000 Penalty: 2958.359375
	Iteration 25Q: 3 clusters Score -1170601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1170641.750000 Penalty: 2958.359375
	Iteration 26Q: 3 clusters Score -1170642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1170689.500000 Penalty: 2958.359375
	Iteration 27Q: 3 clusters Score -1170690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1170735.250000 Penalty: 2958.359375
	Iteration 28Q: 3 clusters Score -1170735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1170783.875000 Penalty: 2958.359375
	Iteration 29Q: 3 clusters Score -1170784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1170854.500000 Penalty: 2958.359375
	Iteration 30Q: 3 clusters Score -1170854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1170931.875000 Penalty: 2958.359375
	Iteration 31Q: 3 clusters Score -1170932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1171015.375000 Penalty: 2958.359375
	Iteration 32Q: 3 clusters Score -1171015 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1171092.125000 Penalty: 2958.359375
	Iteration 33Q: 3 clusters Score -1171092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1171169.750000 Penalty: 2958.359375
	Iteration 34Q: 3 clusters Score -1171170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1171235.375000 Penalty: 2958.359375
	Iteration 35Q: 3 clusters Score -1171235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1171278.750000 Penalty: 2958.359375
	Iteration 36Q: 3 clusters Score -1171279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1171301.875000 Penalty: 2958.359375
	Iteration 37Q: 3 clusters Score -1171302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1171314.125000 Penalty: 2958.359375
	Iteration 38Q: 3 clusters Score -1171314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1171325.625000 Penalty: 2958.359375
	Iteration 39Q: 3 clusters Score -1171326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1171334.625000 Penalty: 2958.359375
	Iteration 40F: 3 clusters Score -1171335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1171339.250000 Penalty: 2958.359375
	Iteration 41Q: 3 clusters Score -1171339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1171344.750000 Penalty: 2958.359375
	Iteration 42Q: 3 clusters Score -1171345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1171346.250000 Penalty: 2958.359375
	Iteration 43Q: 3 clusters Score -1171346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1171347.875000 Penalty: 2958.359375
	Iteration 44Q: 3 clusters Score -1171348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1171349.000000 Penalty: 2958.359375
	Iteration 45Q: 3 clusters Score -1171349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1171355.750000 Penalty: 2958.359375
	Iteration 46Q: 3 clusters Score -1171356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1171359.500000 Penalty: 2958.359375
	Iteration 47Q: 3 clusters Score -1171360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1171364.625000 Penalty: 2958.359375
	Iteration 48Q: 3 clusters Score -1171365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1171367.625000 Penalty: 2958.359375
	Iteration 49Q: 3 clusters Score -1171368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1171369.625000 Penalty: 2958.359375
	Iteration 50Q: 3 clusters Score -1171370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1171375.125000 Penalty: 2958.359375
	Iteration 51Q: 3 clusters Score -1171375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1171380.750000 Penalty: 2958.359375
	Iteration 52Q: 3 clusters Score -1171381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1171392.875000 Penalty: 2958.359375
	Iteration 53Q: 3 clusters Score -1171393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1171399.125000 Penalty: 2958.359375
	Iteration 54Q: 3 clusters Score -1171399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1171405.375000 Penalty: 2958.359375
	Iteration 55Q: 3 clusters Score -1171405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1171408.250000 Penalty: 2958.359375
	Iteration 56Q: 3 clusters Score -1171408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1171409.875000 Penalty: 2958.359375
	Iteration 57Q: 3 clusters Score -1171410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1171414.875000 Penalty: 2958.359375
	Iteration 58Q: 3 clusters Score -1171415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1171419.625000 Penalty: 2958.359375
	Iteration 59Q: 3 clusters Score -1171420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1171421.125000 Penalty: 2958.359375
	Iteration 60F: 3 clusters Score -1171421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1171420.625000 Penalty: 2958.359375
	Iteration 61Q: 3 clusters Score -1171421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1171419.750000 Penalty: 2958.359375
	Iteration 62Q: 3 clusters Score -1171420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1171419.875000 Penalty: 2958.359375
	Iteration 63Q: 3 clusters Score -1171420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1171419.500000 Penalty: 2958.359375
	Iteration 64Q: 3 clusters Score -1171420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1171422.125000 Penalty: 2958.359375
	Iteration 65Q: 3 clusters Score -1171422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1171422.500000 Penalty: 2958.359375
	Iteration 66Q: 3 clusters Score -1171422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1171421.000000 Penalty: 2958.359375
	Iteration 67Q: 3 clusters Score -1171421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1171422.875000 Penalty: 2958.359375
	Iteration 68Q: 3 clusters Score -1171423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1171423.500000 Penalty: 2958.359375
	Iteration 69Q: 3 clusters Score -1171424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1171422.625000 Penalty: 2958.359375
	Iteration 70Q: 3 clusters Score -1171423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1171423.625000 Penalty: 2958.359375
	Iteration 71Q: 3 clusters Score -1171424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1171425.000000 Penalty: 2958.359375
	Iteration 72Q: 3 clusters Score -1171425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1171429.375000 Penalty: 2958.359375
	Iteration 73Q: 3 clusters Score -1171429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1171430.500000 Penalty: 2958.359375
	Iteration 74Q: 3 clusters Score -1171430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1171430.000000 Penalty: 2958.359375
	Iteration 75Q: 3 clusters Score -1171430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1171430.500000 Penalty: 2958.359375
	Iteration 76Q: 3 clusters Score -1171430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1171430.875000 Penalty: 2958.359375
	Iteration 77Q: 3 clusters Score -1171431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1171431.250000 Penalty: 2958.359375
	Iteration 78Q: 3 clusters Score -1171431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1171431.000000 Penalty: 2958.359375
	Iteration 79Q: 3 clusters Score -1171431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1171431.000000 Penalty: 2958.359375
	Iteration 80F: 3 clusters Score -1171431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -193404.781250 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -193404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191629.515625 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -191629.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191947.671875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -191947.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192038.687500 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -192038.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192083.546875 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -192083.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192104.312500 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -192104.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192121.843750 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -192121.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192142.156250 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -192142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -192164.515625 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -192164.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192181.234375 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -192181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192188.109375 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -192188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192190.765625 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -192190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192193.296875 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -192193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192193.984375 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -192194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192195.609375 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -192195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192197.750000 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -192197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192197.843750 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -192197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192197.843750 Penalty: 2365.105469
	Iteration 16F: 3 clusters Score -192197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -651638.500000 Penalty: 1384.368530
	Iteration 0F: 2 clusters Score -651638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -647683.000000 Penalty: 2768.737061
	Iteration 0F: 3 clusters Score -647683 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -648733.812500 Penalty: 2768.737061
	Iteration 1F: 3 clusters Score -648733.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -648922.750000 Penalty: 2768.737061
	Iteration 2F: 3 clusters Score -648922.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -649030.937500 Penalty: 2768.737061
	Iteration 3F: 3 clusters Score -649030.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -649108.687500 Penalty: 2768.737061
	Iteration 4Q: 3 clusters Score -649108.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -649176.500000 Penalty: 2768.737061
	Iteration 5Q: 3 clusters Score -649176.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -649252.187500 Penalty: 2768.737061
	Iteration 6Q: 3 clusters Score -649252.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -649340.125000 Penalty: 2768.737061
	Iteration 7Q: 3 clusters Score -649340.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -649446.500000 Penalty: 2768.737061
	Iteration 8Q: 3 clusters Score -649446.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -649574.937500 Penalty: 2768.737061
	Iteration 9Q: 3 clusters Score -649574.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -649728.562500 Penalty: 2768.737061
	Iteration 10Q: 3 clusters Score -649728.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -649863.937500 Penalty: 2768.737061
	Iteration 11Q: 3 clusters Score -649863.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -650013.750000 Penalty: 2768.737061
	Iteration 12Q: 3 clusters Score -650013.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -650154.687500 Penalty: 2768.737061
	Iteration 13Q: 3 clusters Score -650154.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -650302.562500 Penalty: 2768.737061
	Iteration 14Q: 3 clusters Score -650302.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -650381.250000 Penalty: 2768.737061
	Iteration 15Q: 3 clusters Score -650381.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -650426.187500 Penalty: 2768.737061
	Iteration 16Q: 3 clusters Score -650426.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -650464.437500 Penalty: 2768.737061
	Iteration 17Q: 3 clusters Score -650464.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -650490.437500 Penalty: 2768.737061
	Iteration 18Q: 3 clusters Score -650490.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -650514.937500 Penalty: 2768.737061
	Iteration 19Q: 3 clusters Score -650514.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -650545.125000 Penalty: 2768.737061
	Iteration 20F: 3 clusters Score -650545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -650556.875000 Penalty: 2768.737061
	Iteration 21Q: 3 clusters Score -650556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -650565.812500 Penalty: 2768.737061
	Iteration 22Q: 3 clusters Score -650565.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -650574.312500 Penalty: 2768.737061
	Iteration 23Q: 3 clusters Score -650574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -650581.750000 Penalty: 2768.737061
	Iteration 24Q: 3 clusters Score -650581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -650589.625000 Penalty: 2768.737061
	Iteration 25Q: 3 clusters Score -650589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -650594.250000 Penalty: 2768.737061
	Iteration 26Q: 3 clusters Score -650594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -650596.562500 Penalty: 2768.737061
	Iteration 27Q: 3 clusters Score -650596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -650598.000000 Penalty: 2768.737061
	Iteration 28Q: 3 clusters Score -650598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -650598.250000 Penalty: 2768.737061
	Iteration 29Q: 3 clusters Score -650598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -650599.250000 Penalty: 2768.737061
	Iteration 30Q: 3 clusters Score -650599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -650599.250000 Penalty: 2768.737061
	Iteration 31F: 3 clusters Score -650599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68429.671875 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68429.67 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68538.492188 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68538.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68567.156250 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -68567.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68576.507812 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -68576.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68582.562500 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68582.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68584.007812 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68584.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68585.218750 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68585.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68587.234375 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68587.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68588.156250 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68588.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68588.156250 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -68588.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Entering Unmasked Estep 
Score: -8971868.000000 Penalty: 1807.981689
	Iteration 0F: 2 clusters Score -8971868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -8929507.000000 Penalty: 3615.963379
	Iteration 0F: 3 clusters Score -8929507 nChanged 32162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8948218.000000 Penalty: 3615.963379
	Iteration 1F: 3 clusters Score -8948218 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8949252.000000 Penalty: 3615.963379
	Iteration 2Q: 3 clusters Score -8949252 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -8950579.000000 Penalty: 3615.963379
	Iteration 3Q: 3 clusters Score -8950579 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -8952253.000000 Penalty: 3615.963379
	Iteration 4F: 3 clusters Score -8952253 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8954320.000000 Penalty: 3615.963379
	Iteration 5F: 3 clusters Score -8954320 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8956893.000000 Penalty: 3615.963379
	Iteration 6F: 3 clusters Score -8956893 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -8959677.000000 Penalty: 3615.963379
	Iteration 7F: 3 clusters Score -8959677 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -8961972.000000 Penalty: 3615.963379
	Iteration 8F: 3 clusters Score -8961972 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8963621.000000 Penalty: 3615.963379
	Iteration 9Q: 3 clusters Score -8963621 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8964643.000000 Penalty: 3615.963379
	Iteration 10Q: 3 clusters Score -8964643 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8965135.000000 Penalty: 3615.963379
	Iteration 11Q: 3 clusters Score -8965135 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8965585.000000 Penalty: 3615.963379
	Iteration 12Q: 3 clusters Score -8965585 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -8966004.000000 Penalty: 3615.963379
	Iteration 13Q: 3 clusters Score -8966004 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -8966529.000000 Penalty: 3615.963379
	Iteration 14Q: 3 clusters Score -8966529 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -8967144.000000 Penalty: 3615.963379
	Iteration 15Q: 3 clusters Score -8967144 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -8967772.000000 Penalty: 3615.963379
	Iteration 16Q: 3 clusters Score -8967772 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -8968451.000000 Penalty: 3615.963379
	Iteration 17Q: 3 clusters Score -8968451 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -8969170.000000 Penalty: 3615.963379
	Iteration 18Q: 3 clusters Score -8969170 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -8969869.000000 Penalty: 3615.963379
	Iteration 19Q: 3 clusters Score -8969869 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -8970440.000000 Penalty: 3615.963379
	Iteration 20F: 3 clusters Score -8970440 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 3615.963379
	Iteration 21Q: 3 clusters Score -8970864 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8971267.000000 Penalty: 3615.963379
	Iteration 22Q: 3 clusters Score -8971267 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -8971559.000000 Penalty: 3615.963379
	Iteration 23Q: 3 clusters Score -8971559 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -8971685.000000 Penalty: 3615.963379
	Iteration 24Q: 3 clusters Score -8971685 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -8971791.000000 Penalty: 3615.963379
	Iteration 25Q: 3 clusters Score -8971791 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -8971804.000000 Penalty: 3615.963379
	Iteration 26Q: 3 clusters Score -8971804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -8971804.000000 Penalty: 3615.963379
	Iteration 27Q: 3 clusters Score -8971804 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -8971812.000000 Penalty: 3615.963379
	Iteration 28Q: 3 clusters Score -8971812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -8971805.000000 Penalty: 3615.963379
	Iteration 29Q: 3 clusters Score -8971805 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -8971788.000000 Penalty: 3615.963379
	Iteration 30Q: 3 clusters Score -8971788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -8971808.000000 Penalty: 3615.963379
	Iteration 31Q: 3 clusters Score -8971808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -8971814.000000 Penalty: 3615.963379
	Iteration 32Q: 3 clusters Score -8971814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -8971804.000000 Penalty: 3615.963379
	Iteration 33Q: 3 clusters Score -8971804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -8971803.000000 Penalty: 3615.963379
	Iteration 34Q: 3 clusters Score -8971803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -8971802.000000 Penalty: 3615.963379
	Iteration 35Q: 3 clusters Score -8971802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -8971817.000000 Penalty: 3615.963379
	Iteration 36Q: 3 clusters Score -8971817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -8971814.000000 Penalty: 3615.963379
	Iteration 37Q: 3 clusters Score -8971814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -8971799.000000 Penalty: 3615.963379
	Iteration 38Q: 3 clusters Score -8971799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -8971803.000000 Penalty: 3615.963379
	Iteration 39Q: 3 clusters Score -8971803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -8971802.000000 Penalty: 3615.963379
	Iteration 40F: 3 clusters Score -8971802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -8971797.000000 Penalty: 3615.963379
	Iteration 41Q: 3 clusters Score -8971797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -8971802.000000 Penalty: 3615.963379
	Iteration 42Q: 3 clusters Score -8971802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -8971807.000000 Penalty: 3615.963379
	Iteration 43Q: 3 clusters Score -8971807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -8971813.000000 Penalty: 3615.963379
	Iteration 44Q: 3 clusters Score -8971813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -8971816.000000 Penalty: 3615.963379
	Iteration 45Q: 3 clusters Score -8971816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -8971813.000000 Penalty: 3615.963379
	Iteration 46Q: 3 clusters Score -8971813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -8971809.000000 Penalty: 3615.963379
	Iteration 47Q: 3 clusters Score -8971809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -8971813.000000 Penalty: 3615.963379
	Iteration 48Q: 3 clusters Score -8971813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8971814.000000 Penalty: 3615.963379
	Iteration 49Q: 3 clusters Score -8971814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -8971810.000000 Penalty: 3615.963379
	Iteration 50Q: 3 clusters Score -8971810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -8971820.000000 Penalty: 3615.963379
	Iteration 51Q: 3 clusters Score -8971820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -8971819.000000 Penalty: 3615.963379
	Iteration 52Q: 3 clusters Score -8971819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -8971816.000000 Penalty: 3615.963379
	Iteration 53Q: 3 clusters Score -8971816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -8971823.000000 Penalty: 3615.963379
	Iteration 54Q: 3 clusters Score -8971823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -8971818.000000 Penalty: 3615.963379
	Iteration 55Q: 3 clusters Score -8971818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -8971816.000000 Penalty: 3615.963379
	Iteration 56Q: 3 clusters Score -8971816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -8971811.000000 Penalty: 3615.963379
	Iteration 57Q: 3 clusters Score -8971811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -8971816.000000 Penalty: 3615.963379
	Iteration 58Q: 3 clusters Score -8971816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -8971812.000000 Penalty: 3615.963379
	Iteration 59Q: 3 clusters Score -8971812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8971815.000000 Penalty: 3615.963379
	Iteration 60F: 3 clusters Score -8971815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -8971813.000000 Penalty: 3615.963379
	Iteration 61Q: 3 clusters Score -8971813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -8971817.000000 Penalty: 3615.963379
	Iteration 62Q: 3 clusters Score -8971817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -8971808.000000 Penalty: 3615.963379
	Iteration 63Q: 3 clusters Score -8971808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -8971819.000000 Penalty: 3615.963379
	Iteration 64Q: 3 clusters Score -8971819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -8971815.000000 Penalty: 3615.963379
	Iteration 65Q: 3 clusters Score -8971815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -8971811.000000 Penalty: 3615.963379
	Iteration 66Q: 3 clusters Score -8971811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -8971814.000000 Penalty: 3615.963379
	Iteration 67Q: 3 clusters Score -8971814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8971803.000000 Penalty: 3615.963379
	Iteration 68Q: 3 clusters Score -8971803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -8971804.000000 Penalty: 3615.963379
	Iteration 69Q: 3 clusters Score -8971804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -8971800.000000 Penalty: 3615.963379
	Iteration 70Q: 3 clusters Score -8971800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -8971802.000000 Penalty: 3615.963379
	Iteration 71Q: 3 clusters Score -8971802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -8971805.000000 Penalty: 3615.963379
	Iteration 72Q: 3 clusters Score -8971805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -8971804.000000 Penalty: 3615.963379
	Iteration 73Q: 3 clusters Score -8971804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -8971798.000000 Penalty: 3615.963379
	Iteration 74Q: 3 clusters Score -8971798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -8971803.000000 Penalty: 3615.963379
	Iteration 75Q: 3 clusters Score -8971803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -8971805.000000 Penalty: 3615.963379
	Iteration 76Q: 3 clusters Score -8971805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -8971803.000000 Penalty: 3615.963379
	Iteration 77Q: 3 clusters Score -8971803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -8971811.000000 Penalty: 3615.963379
	Iteration 78Q: 3 clusters Score -8971811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -8971812.000000 Penalty: 3615.963379
	Iteration 79Q: 3 clusters Score -8971812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -8971812.000000 Penalty: 3615.963379
	Iteration 80F: 3 clusters Score -8971812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116131.742188 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116131.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116420.234375 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116420.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116528.054688 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116528.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116599.796875 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116599.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116672.812500 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116672.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116739.765625 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116788.171875 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116788.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116823.445312 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116823.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116852.640625 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116852.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116879.500000 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116891.929688 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -116891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116897.539062 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -116897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116900.812500 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -116900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116901.601562 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -116901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116903.007812 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -116903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116904.210938 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -116904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116905.406250 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -116905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116906.109375 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -116906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116907.820312 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -116907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116907.820312 Penalty: 2191.436279
	Iteration 19F: 3 clusters Score -116907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43571.222656 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43571.22 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43950.261719 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43950.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44081.980469 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -44081.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44143.046875 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -44143.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44182.171875 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -44182.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44236.816406 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44236.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44262.941406 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44262.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44273.683594 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44273.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44284.089844 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44284.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44292.675781 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44292.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44307.707031 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -44307.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44307.707031 Penalty: 2014.505615
	Iteration 11F: 3 clusters Score -44307.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11658.631836 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11658.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11816.463867 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11816.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11906.587891 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11906.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11941.913086 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11941.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11943.507812 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11943.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11943.507812 Penalty: 1751.448364
	Iteration 5F: 3 clusters Score -11943.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Entering Unmasked Estep 
Score: -3978746.250000 Penalty: 1677.287598
	Iteration 0F: 2 clusters Score -3978746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3958371.250000 Penalty: 3354.575195
	Iteration 0F: 3 clusters Score -3958371 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3966362.750000 Penalty: 3354.575195
	Iteration 1F: 3 clusters Score -3966363 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3966970.500000 Penalty: 3354.575195
	Iteration 2F: 3 clusters Score -3966970 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3967743.000000 Penalty: 3354.575195
	Iteration 3F: 3 clusters Score -3967743 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3968753.250000 Penalty: 3354.575195
	Iteration 4F: 3 clusters Score -3968753 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3970345.500000 Penalty: 3354.575195
	Iteration 5F: 3 clusters Score -3970346 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3972282.750000 Penalty: 3354.575195
	Iteration 6F: 3 clusters Score -3972283 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3974054.000000 Penalty: 3354.575195
	Iteration 7F: 3 clusters Score -3974054 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3975251.500000 Penalty: 3354.575195
	Iteration 8Q: 3 clusters Score -3975252 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3975955.750000 Penalty: 3354.575195
	Iteration 9Q: 3 clusters Score -3975956 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3976382.000000 Penalty: 3354.575195
	Iteration 10Q: 3 clusters Score -3976382 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3976651.750000 Penalty: 3354.575195
	Iteration 11Q: 3 clusters Score -3976652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3976831.250000 Penalty: 3354.575195
	Iteration 12Q: 3 clusters Score -3976831 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3976957.750000 Penalty: 3354.575195
	Iteration 13Q: 3 clusters Score -3976958 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3977084.250000 Penalty: 3354.575195
	Iteration 14Q: 3 clusters Score -3977084 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3977182.000000 Penalty: 3354.575195
	Iteration 15Q: 3 clusters Score -3977182 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3977272.250000 Penalty: 3354.575195
	Iteration 16Q: 3 clusters Score -3977272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3977356.500000 Penalty: 3354.575195
	Iteration 17Q: 3 clusters Score -3977356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3977405.750000 Penalty: 3354.575195
	Iteration 18Q: 3 clusters Score -3977406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3977448.500000 Penalty: 3354.575195
	Iteration 19Q: 3 clusters Score -3977448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3977469.250000 Penalty: 3354.575195
	Iteration 20F: 3 clusters Score -3977469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3977503.750000 Penalty: 3354.575195
	Iteration 21Q: 3 clusters Score -3977504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3977524.250000 Penalty: 3354.575195
	Iteration 22Q: 3 clusters Score -3977524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3977554.750000 Penalty: 3354.575195
	Iteration 23Q: 3 clusters Score -3977555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3977565.500000 Penalty: 3354.575195
	Iteration 24Q: 3 clusters Score -3977566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3977577.750000 Penalty: 3354.575195
	Iteration 25Q: 3 clusters Score -3977578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3977589.750000 Penalty: 3354.575195
	Iteration 26Q: 3 clusters Score -3977590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3977594.250000 Penalty: 3354.575195
	Iteration 27Q: 3 clusters Score -3977594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3977596.250000 Penalty: 3354.575195
	Iteration 28Q: 3 clusters Score -3977596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3977599.500000 Penalty: 3354.575195
	Iteration 29Q: 3 clusters Score -3977600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3977598.750000 Penalty: 3354.575195
	Iteration 30Q: 3 clusters Score -3977599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3977599.500000 Penalty: 3354.575195
	Iteration 31Q: 3 clusters Score -3977600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3977602.250000 Penalty: 3354.575195
	Iteration 32Q: 3 clusters Score -3977602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3977604.750000 Penalty: 3354.575195
	Iteration 33Q: 3 clusters Score -3977605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3977596.750000 Penalty: 3354.575195
	Iteration 34Q: 3 clusters Score -3977597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3977602.750000 Penalty: 3354.575195
	Iteration 35Q: 3 clusters Score -3977603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3977599.000000 Penalty: 3354.575195
	Iteration 36Q: 3 clusters Score -3977599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3977602.500000 Penalty: 3354.575195
	Iteration 37Q: 3 clusters Score -3977602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3977599.750000 Penalty: 3354.575195
	Iteration 38Q: 3 clusters Score -3977600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3977599.750000 Penalty: 3354.575195
	Iteration 39F: 3 clusters Score -3977600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -309292.812500 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -309292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -306911.750000 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -306911.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -307407.000000 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -307407 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -307509.312500 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -307509.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307567.375000 Penalty: 2528.734131
	Iteration 3Q: 3 clusters Score -307567.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -307605.406250 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -307605.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -307640.375000 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -307640.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -307672.562500 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -307672.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -307701.750000 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -307701.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307728.406250 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -307728.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307744.468750 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -307744.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307763.562500 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -307763.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -307783.718750 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -307783.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -307797.312500 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -307797.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -307809.937500 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -307809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -307822.718750 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -307822.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -307837.625000 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -307837.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307855.031250 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -307855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -307867.812500 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -307867.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -307877.718750 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -307877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -307886.250000 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -307886.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -307896.968750 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -307897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -307907.375000 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -307907.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -307914.968750 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -307915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -307920.593750 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -307920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -307925.187500 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -307925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -307930.968750 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -307931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -307938.375000 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -307938.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -307948.375000 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -307948.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -307956.750000 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -307956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -307969.437500 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -307969.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -307981.125000 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -307981.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -307992.656250 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -307992.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -308000.687500 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -308000.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -308006.812500 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -308006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -308011.562500 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -308011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -308017.187500 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -308017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -308023.375000 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -308023.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -308031.500000 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -308031.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -308039.687500 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -308039.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -308051.593750 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -308051.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -308062.437500 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -308062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -308071.531250 Penalty: 2528.734131
	Iteration 41Q: 3 clusters Score -308071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -308077.843750 Penalty: 2528.734131
	Iteration 42Q: 3 clusters Score -308077.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -308082.812500 Penalty: 2528.734131
	Iteration 43Q: 3 clusters Score -308082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -308090.343750 Penalty: 2528.734131
	Iteration 44Q: 3 clusters Score -308090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -308100.875000 Penalty: 2528.734131
	Iteration 45Q: 3 clusters Score -308100.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -308108.437500 Penalty: 2528.734131
	Iteration 46Q: 3 clusters Score -308108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -308111.500000 Penalty: 2528.734131
	Iteration 47Q: 3 clusters Score -308111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -308114.812500 Penalty: 2528.734131
	Iteration 48Q: 3 clusters Score -308114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -308117.000000 Penalty: 2528.734131
	Iteration 49Q: 3 clusters Score -308117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -308117.750000 Penalty: 2528.734131
	Iteration 50Q: 3 clusters Score -308117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -308119.250000 Penalty: 2528.734131
	Iteration 51Q: 3 clusters Score -308119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -308120.093750 Penalty: 2528.734131
	Iteration 52Q: 3 clusters Score -308120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -308122.468750 Penalty: 2528.734131
	Iteration 53Q: 3 clusters Score -308122.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -308124.875000 Penalty: 2528.734131
	Iteration 54Q: 3 clusters Score -308124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -308126.031250 Penalty: 2528.734131
	Iteration 55Q: 3 clusters Score -308126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -308128.312500 Penalty: 2528.734131
	Iteration 56Q: 3 clusters Score -308128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -308132.750000 Penalty: 2528.734131
	Iteration 57Q: 3 clusters Score -308132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -308139.218750 Penalty: 2528.734131
	Iteration 58Q: 3 clusters Score -308139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -308147.468750 Penalty: 2528.734131
	Iteration 59Q: 3 clusters Score -308147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -308153.031250 Penalty: 2528.734131
	Iteration 60F: 3 clusters Score -308153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -308156.843750 Penalty: 2528.734131
	Iteration 61Q: 3 clusters Score -308156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -308162.875000 Penalty: 2528.734131
	Iteration 62Q: 3 clusters Score -308162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -308171.468750 Penalty: 2528.734131
	Iteration 63Q: 3 clusters Score -308171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -308183.718750 Penalty: 2528.734131
	Iteration 64Q: 3 clusters Score -308183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -308193.531250 Penalty: 2528.734131
	Iteration 65Q: 3 clusters Score -308193.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -308209.875000 Penalty: 2528.734131
	Iteration 66Q: 3 clusters Score -308209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -308224.343750 Penalty: 2528.734131
	Iteration 67Q: 3 clusters Score -308224.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -308233.531250 Penalty: 2528.734131
	Iteration 68Q: 3 clusters Score -308233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -308239.906250 Penalty: 2528.734131
	Iteration 69Q: 3 clusters Score -308239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -308247.437500 Penalty: 2528.734131
	Iteration 70Q: 3 clusters Score -308247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -308253.250000 Penalty: 2528.734131
	Iteration 71Q: 3 clusters Score -308253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -308258.906250 Penalty: 2528.734131
	Iteration 72Q: 3 clusters Score -308258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -308265.093750 Penalty: 2528.734131
	Iteration 73Q: 3 clusters Score -308265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -308266.468750 Penalty: 2528.734131
	Iteration 74Q: 3 clusters Score -308266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -308267.937500 Penalty: 2528.734131
	Iteration 75Q: 3 clusters Score -308267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -308268.593750 Penalty: 2528.734131
	Iteration 76Q: 3 clusters Score -308268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -308268.593750 Penalty: 2528.734131
	Iteration 77F: 3 clusters Score -308268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -262861.843750 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -262861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -260769.093750 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -260769.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -261219.718750 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -261219.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -261321.906250 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -261321.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -261387.000000 Penalty: 2484.131836
	Iteration 3Q: 3 clusters Score -261387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261448.140625 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -261448.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261516.859375 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -261516.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261589.156250 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -261589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261687.359375 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -261687.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -261798.937500 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -261798.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -261895.921875 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -261895.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261963.765625 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -261963.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -262008.671875 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -262008.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262040.671875 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -262040.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262061.328125 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -262061.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262073.078125 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -262073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262082.593750 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -262082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262094.656250 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -262094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262103.218750 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -262103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262110.437500 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -262110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262117.187500 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -262117.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -262124.234375 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -262124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -262129.421875 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -262129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -262135.171875 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -262135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262140.968750 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -262141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -262144.687500 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -262144.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262149.093750 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -262149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262155.343750 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -262155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262157.906250 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -262157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -262159.468750 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -262159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -262159.531250 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -262159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -262160.062500 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -262160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262160.156250 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -262160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -262160.937500 Penalty: 2484.131836
	Iteration 32Q: 3 clusters Score -262160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262161.468750 Penalty: 2484.131836
	Iteration 33Q: 3 clusters Score -262161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -262162.218750 Penalty: 2484.131836
	Iteration 34Q: 3 clusters Score -262162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -262162.281250 Penalty: 2484.131836
	Iteration 35Q: 3 clusters Score -262162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -262162.718750 Penalty: 2484.131836
	Iteration 36Q: 3 clusters Score -262162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -262163.093750 Penalty: 2484.131836
	Iteration 37Q: 3 clusters Score -262163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -262163.781250 Penalty: 2484.131836
	Iteration 38Q: 3 clusters Score -262163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262165.843750 Penalty: 2484.131836
	Iteration 39Q: 3 clusters Score -262165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -262168.625000 Penalty: 2484.131836
	Iteration 40F: 3 clusters Score -262168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -262173.343750 Penalty: 2484.131836
	Iteration 41Q: 3 clusters Score -262173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262177.875000 Penalty: 2484.131836
	Iteration 42Q: 3 clusters Score -262177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -262179.187500 Penalty: 2484.131836
	Iteration 43Q: 3 clusters Score -262179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262180.937500 Penalty: 2484.131836
	Iteration 44Q: 3 clusters Score -262180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262181.000000 Penalty: 2484.131836
	Iteration 45Q: 3 clusters Score -262181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262181.000000 Penalty: 2484.131836
	Iteration 46F: 3 clusters Score -262181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Entering Unmasked Estep 
Score: -5213905.000000 Penalty: 1718.947632
	Iteration 0F: 2 clusters Score -5213905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5187557.500000 Penalty: 3437.895264
	Iteration 0F: 3 clusters Score -5187558 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5198270.500000 Penalty: 3437.895264
	Iteration 1F: 3 clusters Score -5198270 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5199010.500000 Penalty: 3437.895264
	Iteration 2Q: 3 clusters Score -5199010 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -5199948.500000 Penalty: 3437.895264
	Iteration 3Q: 3 clusters Score -5199948 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5201039.500000 Penalty: 3437.895264
	Iteration 4F: 3 clusters Score -5201040 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5202494.500000 Penalty: 3437.895264
	Iteration 5F: 3 clusters Score -5202494 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5204120.000000 Penalty: 3437.895264
	Iteration 6F: 3 clusters Score -5204120 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5205789.500000 Penalty: 3437.895264
	Iteration 7F: 3 clusters Score -5205790 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5207115.500000 Penalty: 3437.895264
	Iteration 8F: 3 clusters Score -5207116 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5207974.500000 Penalty: 3437.895264
	Iteration 9Q: 3 clusters Score -5207974 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5208489.000000 Penalty: 3437.895264
	Iteration 10Q: 3 clusters Score -5208489 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -5208744.000000 Penalty: 3437.895264
	Iteration 11Q: 3 clusters Score -5208744 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5208918.000000 Penalty: 3437.895264
	Iteration 12Q: 3 clusters Score -5208918 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -5209083.500000 Penalty: 3437.895264
	Iteration 13Q: 3 clusters Score -5209084 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5209233.500000 Penalty: 3437.895264
	Iteration 14Q: 3 clusters Score -5209234 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5209345.000000 Penalty: 3437.895264
	Iteration 15Q: 3 clusters Score -5209345 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5209444.000000 Penalty: 3437.895264
	Iteration 16Q: 3 clusters Score -5209444 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5209558.500000 Penalty: 3437.895264
	Iteration 17Q: 3 clusters Score -5209558 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5209644.000000 Penalty: 3437.895264
	Iteration 18Q: 3 clusters Score -5209644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5209699.000000 Penalty: 3437.895264
	Iteration 19Q: 3 clusters Score -5209699 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5209792.000000 Penalty: 3437.895264
	Iteration 20F: 3 clusters Score -5209792 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5209854.000000 Penalty: 3437.895264
	Iteration 21Q: 3 clusters Score -5209854 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5209906.500000 Penalty: 3437.895264
	Iteration 22Q: 3 clusters Score -5209906 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5209967.500000 Penalty: 3437.895264
	Iteration 23Q: 3 clusters Score -5209968 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5210021.000000 Penalty: 3437.895264
	Iteration 24Q: 3 clusters Score -5210021 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -5210080.000000 Penalty: 3437.895264
	Iteration 25Q: 3 clusters Score -5210080 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -5210158.000000 Penalty: 3437.895264
	Iteration 26Q: 3 clusters Score -5210158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5210238.500000 Penalty: 3437.895264
	Iteration 27Q: 3 clusters Score -5210238 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5210325.000000 Penalty: 3437.895264
	Iteration 28Q: 3 clusters Score -5210325 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5210402.000000 Penalty: 3437.895264
	Iteration 29Q: 3 clusters Score -5210402 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5210487.000000 Penalty: 3437.895264
	Iteration 30Q: 3 clusters Score -5210487 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5210574.500000 Penalty: 3437.895264
	Iteration 31Q: 3 clusters Score -5210574 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -5210660.000000 Penalty: 3437.895264
	Iteration 32Q: 3 clusters Score -5210660 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -5210730.000000 Penalty: 3437.895264
	Iteration 33Q: 3 clusters Score -5210730 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5210855.500000 Penalty: 3437.895264
	Iteration 34Q: 3 clusters Score -5210856 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -5210940.000000 Penalty: 3437.895264
	Iteration 35Q: 3 clusters Score -5210940 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5211033.500000 Penalty: 3437.895264
	Iteration 36Q: 3 clusters Score -5211034 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5211117.500000 Penalty: 3437.895264
	Iteration 37Q: 3 clusters Score -5211118 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -5211223.500000 Penalty: 3437.895264
	Iteration 38Q: 3 clusters Score -5211224 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -5211337.000000 Penalty: 3437.895264
	Iteration 39Q: 3 clusters Score -5211337 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5211434.500000 Penalty: 3437.895264
	Iteration 40F: 3 clusters Score -5211434 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5211514.500000 Penalty: 3437.895264
	Iteration 41Q: 3 clusters Score -5211514 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5211605.500000 Penalty: 3437.895264
	Iteration 42Q: 3 clusters Score -5211606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5211668.000000 Penalty: 3437.895264
	Iteration 43Q: 3 clusters Score -5211668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5211759.000000 Penalty: 3437.895264
	Iteration 44Q: 3 clusters Score -5211759 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -5211829.000000 Penalty: 3437.895264
	Iteration 45Q: 3 clusters Score -5211829 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5211924.500000 Penalty: 3437.895264
	Iteration 46Q: 3 clusters Score -5211924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5212009.000000 Penalty: 3437.895264
	Iteration 47Q: 3 clusters Score -5212009 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5212101.000000 Penalty: 3437.895264
	Iteration 48Q: 3 clusters Score -5212101 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5212169.500000 Penalty: 3437.895264
	Iteration 49Q: 3 clusters Score -5212170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5212239.500000 Penalty: 3437.895264
	Iteration 50Q: 3 clusters Score -5212240 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5212252.000000 Penalty: 3437.895264
	Iteration 51Q: 3 clusters Score -5212252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5212300.500000 Penalty: 3437.895264
	Iteration 52Q: 3 clusters Score -5212300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5212341.000000 Penalty: 3437.895264
	Iteration 53Q: 3 clusters Score -5212341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5212363.000000 Penalty: 3437.895264
	Iteration 54Q: 3 clusters Score -5212363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5212383.500000 Penalty: 3437.895264
	Iteration 55Q: 3 clusters Score -5212384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5212416.500000 Penalty: 3437.895264
	Iteration 56Q: 3 clusters Score -5212416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5212450.500000 Penalty: 3437.895264
	Iteration 57Q: 3 clusters Score -5212450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5212480.500000 Penalty: 3437.895264
	Iteration 58Q: 3 clusters Score -5212480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5212518.000000 Penalty: 3437.895264
	Iteration 59Q: 3 clusters Score -5212518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5212558.500000 Penalty: 3437.895264
	Iteration 60F: 3 clusters Score -5212558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5212576.000000 Penalty: 3437.895264
	Iteration 61Q: 3 clusters Score -5212576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5212589.500000 Penalty: 3437.895264
	Iteration 62Q: 3 clusters Score -5212590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5212612.500000 Penalty: 3437.895264
	Iteration 63Q: 3 clusters Score -5212612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5212621.000000 Penalty: 3437.895264
	Iteration 64Q: 3 clusters Score -5212621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5212621.500000 Penalty: 3437.895264
	Iteration 65Q: 3 clusters Score -5212622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5212628.000000 Penalty: 3437.895264
	Iteration 66Q: 3 clusters Score -5212628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5212645.000000 Penalty: 3437.895264
	Iteration 67Q: 3 clusters Score -5212645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5212643.500000 Penalty: 3437.895264
	Iteration 68Q: 3 clusters Score -5212644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5212664.500000 Penalty: 3437.895264
	Iteration 69Q: 3 clusters Score -5212664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5212663.500000 Penalty: 3437.895264
	Iteration 70Q: 3 clusters Score -5212664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5212681.000000 Penalty: 3437.895264
	Iteration 71Q: 3 clusters Score -5212681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5212683.500000 Penalty: 3437.895264
	Iteration 72Q: 3 clusters Score -5212684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5212696.500000 Penalty: 3437.895264
	Iteration 73Q: 3 clusters Score -5212696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5212699.500000 Penalty: 3437.895264
	Iteration 74Q: 3 clusters Score -5212700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5212711.000000 Penalty: 3437.895264
	Iteration 75Q: 3 clusters Score -5212711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5212720.500000 Penalty: 3437.895264
	Iteration 76Q: 3 clusters Score -5212720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5212720.500000 Penalty: 3437.895264
	Iteration 77Q: 3 clusters Score -5212720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5212724.000000 Penalty: 3437.895264
	Iteration 78Q: 3 clusters Score -5212724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5212732.500000 Penalty: 3437.895264
	Iteration 79Q: 3 clusters Score -5212732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5212739.500000 Penalty: 3437.895264
	Iteration 80F: 3 clusters Score -5212740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5212738.000000 Penalty: 3437.895264
	Iteration 81Q: 3 clusters Score -5212738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5212737.000000 Penalty: 3437.895264
	Iteration 82Q: 3 clusters Score -5212737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5212736.500000 Penalty: 3437.895264
	Iteration 83Q: 3 clusters Score -5212736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5212741.000000 Penalty: 3437.895264
	Iteration 84Q: 3 clusters Score -5212741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5212736.500000 Penalty: 3437.895264
	Iteration 85Q: 3 clusters Score -5212736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5212748.000000 Penalty: 3437.895264
	Iteration 86Q: 3 clusters Score -5212748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5212744.500000 Penalty: 3437.895264
	Iteration 87Q: 3 clusters Score -5212744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5212748.500000 Penalty: 3437.895264
	Iteration 88Q: 3 clusters Score -5212748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5212752.000000 Penalty: 3437.895264
	Iteration 89Q: 3 clusters Score -5212752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5212753.000000 Penalty: 3437.895264
	Iteration 90Q: 3 clusters Score -5212753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5212752.500000 Penalty: 3437.895264
	Iteration 91Q: 3 clusters Score -5212752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5212752.500000 Penalty: 3437.895264
	Iteration 92Q: 3 clusters Score -5212752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5212756.500000 Penalty: 3437.895264
	Iteration 93Q: 3 clusters Score -5212756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5212756.500000 Penalty: 3437.895264
	Iteration 94Q: 3 clusters Score -5212756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5212760.000000 Penalty: 3437.895264
	Iteration 95Q: 3 clusters Score -5212760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5212754.500000 Penalty: 3437.895264
	Iteration 96Q: 3 clusters Score -5212754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5212751.000000 Penalty: 3437.895264
	Iteration 97Q: 3 clusters Score -5212751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5212760.500000 Penalty: 3437.895264
	Iteration 98Q: 3 clusters Score -5212760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5212754.500000 Penalty: 3437.895264
	Iteration 99Q: 3 clusters Score -5212754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5212758.500000 Penalty: 3437.895264
	Iteration 100F: 3 clusters Score -5212758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5212753.500000 Penalty: 3437.895264
	Iteration 101Q: 3 clusters Score -5212754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5212760.000000 Penalty: 3437.895264
	Iteration 102Q: 3 clusters Score -5212760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5212759.500000 Penalty: 3437.895264
	Iteration 103Q: 3 clusters Score -5212760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5212760.000000 Penalty: 3437.895264
	Iteration 104Q: 3 clusters Score -5212760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5212760.000000 Penalty: 3437.895264
	Iteration 105F: 3 clusters Score -5212760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42617.804688 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42617.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42964.546875 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42964.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43070.710938 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -43070.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43150.156250 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43150.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43254.953125 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -43254.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43313.269531 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43313.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43334.710938 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43334.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43354.433594 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43354.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43355.976562 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43355.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43355.976562 Penalty: 1992.648682
	Iteration 9F: 3 clusters Score -43355.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16887.041016 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16887.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17023.181641 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17023.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17057.218750 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -17057.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17063.519531 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17063.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17070.531250 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17070.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17070.531250 Penalty: 1725.187012
	Iteration 5F: 3 clusters Score -17070.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -310829.031250 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -310829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308443.687500 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -308443.7 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -309064.687500 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -309064.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -309223.906250 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -309223.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -309304.031250 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -309304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -309379.125000 Penalty: 2537.968994
	Iteration 4Q: 3 clusters Score -309379.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -309452.093750 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -309452.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -309523.531250 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -309523.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -309594.031250 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -309594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -309649.218750 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -309649.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -309692.687500 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -309692.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -309728.437500 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -309728.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -309767.218750 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -309767.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -309805.187500 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -309805.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -309856.093750 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -309856.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -309911.562500 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -309911.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -309949.250000 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -309949.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -309984.687500 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -309984.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310007.937500 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -310007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -310025.250000 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -310025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310044.156250 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -310044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -310060.312500 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -310060.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -310073.031250 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -310073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -310081.812500 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -310081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -310085.687500 Penalty: 2537.968994
	Iteration 23Q: 3 clusters Score -310085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310087.875000 Penalty: 2537.968994
	Iteration 24Q: 3 clusters Score -310087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310090.062500 Penalty: 2537.968994
	Iteration 25Q: 3 clusters Score -310090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310093.000000 Penalty: 2537.968994
	Iteration 26Q: 3 clusters Score -310093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310099.843750 Penalty: 2537.968994
	Iteration 27Q: 3 clusters Score -310099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310106.312500 Penalty: 2537.968994
	Iteration 28Q: 3 clusters Score -310106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310109.250000 Penalty: 2537.968994
	Iteration 29Q: 3 clusters Score -310109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -310109.937500 Penalty: 2537.968994
	Iteration 30Q: 3 clusters Score -310109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310110.875000 Penalty: 2537.968994
	Iteration 31Q: 3 clusters Score -310110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310111.562500 Penalty: 2537.968994
	Iteration 32Q: 3 clusters Score -310111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310111.562500 Penalty: 2537.968994
	Iteration 33F: 3 clusters Score -310111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54913.714844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -54913.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53899.738281 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -53899.74 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54200.625000 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -54200.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54338.738281 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -54338.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54421.343750 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -54421.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54480.902344 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -54480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54517.703125 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -54517.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54534.765625 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -54534.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54540.031250 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -54540.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -54542.796875 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -54542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54543.597656 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -54543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54543.597656 Penalty: 2021.691772
	Iteration 10F: 3 clusters Score -54543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2608333.500000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608334 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2612266.750000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612267 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2612635.750000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612636 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2613022.500000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613022 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2613553.000000 Penalty: 3148.358887
	Iteration 4F: 3 clusters Score -2613553 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2614208.000000 Penalty: 3148.358887
	Iteration 5F: 3 clusters Score -2614208 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2614845.750000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2614846 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2615418.250000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2615418 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2615869.000000 Penalty: 3148.358887
	Iteration 8F: 3 clusters Score -2615869 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2616195.000000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2616195 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2616387.000000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616387 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2616506.500000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2616506 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2616576.500000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2616576 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2616624.000000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2616624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2616649.500000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2616650 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2616678.750000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2616679 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2616700.750000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2616701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2616724.250000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2616724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2616737.750000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2616738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2616754.250000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2616754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2616759.500000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2616760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2616783.750000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2616784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2616801.500000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2616802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2616828.000000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2616828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2616836.000000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2616836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2616852.500000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2616852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2616867.250000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2616867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2616883.000000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2616883 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2616901.000000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2616901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2616926.000000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2616926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2616951.750000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2616952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2616975.500000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2616976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2616991.500000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2616992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2617006.500000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2617006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2617032.750000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2617033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2617060.750000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2617061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2617085.750000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2617086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2617115.500000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2617116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2617172.000000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2617172 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2617230.250000 Penalty: 3148.358887
	Iteration 39Q: 3 clusters Score -2617230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2617317.250000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2617317 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2617409.500000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2617410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2617498.250000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2617498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2617591.250000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2617591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2617690.250000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2617690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2617765.750000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2617766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2617838.750000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2617839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2617875.750000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2617876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2617895.750000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2617896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2617922.500000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2617922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2617923.500000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2617924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2617932.750000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2617933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2617934.750000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2617935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2617933.750000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2617934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2617936.500000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2617936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2617944.750000 Penalty: 3148.358887
	Iteration 55Q: 3 clusters Score -2617945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2617959.000000 Penalty: 3148.358887
	Iteration 56Q: 3 clusters Score -2617959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2617956.500000 Penalty: 3148.358887
	Iteration 57Q: 3 clusters Score -2617956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2617963.750000 Penalty: 3148.358887
	Iteration 58Q: 3 clusters Score -2617964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2617960.250000 Penalty: 3148.358887
	Iteration 59Q: 3 clusters Score -2617960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2617953.250000 Penalty: 3148.358887
	Iteration 60F: 3 clusters Score -2617953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2617960.250000 Penalty: 3148.358887
	Iteration 61Q: 3 clusters Score -2617960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2617959.750000 Penalty: 3148.358887
	Iteration 62Q: 3 clusters Score -2617960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2617962.500000 Penalty: 3148.358887
	Iteration 63Q: 3 clusters Score -2617962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2617959.250000 Penalty: 3148.358887
	Iteration 64Q: 3 clusters Score -2617959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2617960.250000 Penalty: 3148.358887
	Iteration 65Q: 3 clusters Score -2617960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2617956.250000 Penalty: 3148.358887
	Iteration 66Q: 3 clusters Score -2617956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2617970.500000 Penalty: 3148.358887
	Iteration 67Q: 3 clusters Score -2617970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2617968.500000 Penalty: 3148.358887
	Iteration 68Q: 3 clusters Score -2617968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2617975.500000 Penalty: 3148.358887
	Iteration 69Q: 3 clusters Score -2617976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2617969.250000 Penalty: 3148.358887
	Iteration 70Q: 3 clusters Score -2617969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2617966.500000 Penalty: 3148.358887
	Iteration 71Q: 3 clusters Score -2617966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2617969.250000 Penalty: 3148.358887
	Iteration 72Q: 3 clusters Score -2617969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2617970.000000 Penalty: 3148.358887
	Iteration 73Q: 3 clusters Score -2617970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2617962.000000 Penalty: 3148.358887
	Iteration 74Q: 3 clusters Score -2617962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2617961.250000 Penalty: 3148.358887
	Iteration 75Q: 3 clusters Score -2617961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2617964.750000 Penalty: 3148.358887
	Iteration 76Q: 3 clusters Score -2617965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2617969.250000 Penalty: 3148.358887
	Iteration 77Q: 3 clusters Score -2617969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2617967.750000 Penalty: 3148.358887
	Iteration 78Q: 3 clusters Score -2617968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2617973.000000 Penalty: 3148.358887
	Iteration 79Q: 3 clusters Score -2617973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2617974.750000 Penalty: 3148.358887
	Iteration 80F: 3 clusters Score -2617975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2617971.000000 Penalty: 3148.358887
	Iteration 81Q: 3 clusters Score -2617971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2617971.750000 Penalty: 3148.358887
	Iteration 82Q: 3 clusters Score -2617972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2617966.750000 Penalty: 3148.358887
	Iteration 83Q: 3 clusters Score -2617967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2617969.000000 Penalty: 3148.358887
	Iteration 84Q: 3 clusters Score -2617969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2617971.500000 Penalty: 3148.358887
	Iteration 85Q: 3 clusters Score -2617972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2617973.250000 Penalty: 3148.358887
	Iteration 86Q: 3 clusters Score -2617973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2617969.500000 Penalty: 3148.358887
	Iteration 87Q: 3 clusters Score -2617970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2617975.750000 Penalty: 3148.358887
	Iteration 88Q: 3 clusters Score -2617976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2617974.000000 Penalty: 3148.358887
	Iteration 89Q: 3 clusters Score -2617974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2617977.000000 Penalty: 3148.358887
	Iteration 90Q: 3 clusters Score -2617977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2617977.000000 Penalty: 3148.358887
	Iteration 91F: 3 clusters Score -2617977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (57069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Entering Unmasked Estep 
Score: -7596077.500000 Penalty: 1779.702637
	Iteration 0F: 2 clusters Score -7596078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -7560817.000000 Penalty: 3559.405273
	Iteration 0F: 3 clusters Score -7560817 nChanged 26943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -7576375.500000 Penalty: 3559.405273
	Iteration 1F: 3 clusters Score -7576376 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -7576983.000000 Penalty: 3559.405273
	Iteration 2Q: 3 clusters Score -7576983 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -7577610.500000 Penalty: 3559.405273
	Iteration 3Q: 3 clusters Score -7577610 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -7578575.000000 Penalty: 3559.405273
	Iteration 4Q: 3 clusters Score -7578575 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -7579952.500000 Penalty: 3559.405273
	Iteration 5Q: 3 clusters Score -7579952 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -7582007.000000 Penalty: 3559.405273
	Iteration 6F: 3 clusters Score -7582007 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -7584654.500000 Penalty: 3559.405273
	Iteration 7F: 3 clusters Score -7584654 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -7587481.000000 Penalty: 3559.405273
	Iteration 8F: 3 clusters Score -7587481 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7589876.500000 Penalty: 3559.405273
	Iteration 9F: 3 clusters Score -7589876 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -7591599.000000 Penalty: 3559.405273
	Iteration 10Q: 3 clusters Score -7591599 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -7592831.000000 Penalty: 3559.405273
	Iteration 11Q: 3 clusters Score -7592831 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -7593660.500000 Penalty: 3559.405273
	Iteration 12Q: 3 clusters Score -7593660 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -7594138.000000 Penalty: 3559.405273
	Iteration 13Q: 3 clusters Score -7594138 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -7594462.500000 Penalty: 3559.405273
	Iteration 14Q: 3 clusters Score -7594462 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -7594649.000000 Penalty: 3559.405273
	Iteration 15Q: 3 clusters Score -7594649 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -7594760.000000 Penalty: 3559.405273
	Iteration 16Q: 3 clusters Score -7594760 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7594851.500000 Penalty: 3559.405273
	Iteration 17Q: 3 clusters Score -7594852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -7594906.500000 Penalty: 3559.405273
	Iteration 18Q: 3 clusters Score -7594906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7594931.500000 Penalty: 3559.405273
	Iteration 19Q: 3 clusters Score -7594932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -7594935.000000 Penalty: 3559.405273
	Iteration 20F: 3 clusters Score -7594935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7594947.000000 Penalty: 3559.405273
	Iteration 21Q: 3 clusters Score -7594947 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -7594949.000000 Penalty: 3559.405273
	Iteration 22Q: 3 clusters Score -7594949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -7594958.000000 Penalty: 3559.405273
	Iteration 23Q: 3 clusters Score -7594958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7594970.000000 Penalty: 3559.405273
	Iteration 24Q: 3 clusters Score -7594970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7594973.000000 Penalty: 3559.405273
	Iteration 25Q: 3 clusters Score -7594973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7594990.000000 Penalty: 3559.405273
	Iteration 26Q: 3 clusters Score -7594990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -7594986.500000 Penalty: 3559.405273
	Iteration 27Q: 3 clusters Score -7594986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7594985.000000 Penalty: 3559.405273
	Iteration 28Q: 3 clusters Score -7594985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7594989.000000 Penalty: 3559.405273
	Iteration 29Q: 3 clusters Score -7594989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7594969.500000 Penalty: 3559.405273
	Iteration 30Q: 3 clusters Score -7594970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7594977.500000 Penalty: 3559.405273
	Iteration 31Q: 3 clusters Score -7594978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7594974.000000 Penalty: 3559.405273
	Iteration 32Q: 3 clusters Score -7594974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7594972.000000 Penalty: 3559.405273
	Iteration 33Q: 3 clusters Score -7594972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7594981.000000 Penalty: 3559.405273
	Iteration 34Q: 3 clusters Score -7594981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7594974.000000 Penalty: 3559.405273
	Iteration 35Q: 3 clusters Score -7594974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7594972.500000 Penalty: 3559.405273
	Iteration 36Q: 3 clusters Score -7594972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7594969.500000 Penalty: 3559.405273
	Iteration 37Q: 3 clusters Score -7594970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7594973.000000 Penalty: 3559.405273
	Iteration 38Q: 3 clusters Score -7594973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7594971.000000 Penalty: 3559.405273
	Iteration 39Q: 3 clusters Score -7594971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -7594966.000000 Penalty: 3559.405273
	Iteration 40F: 3 clusters Score -7594966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7594966.500000 Penalty: 3559.405273
	Iteration 41Q: 3 clusters Score -7594966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7594966.000000 Penalty: 3559.405273
	Iteration 42Q: 3 clusters Score -7594966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7594966.000000 Penalty: 3559.405273
	Iteration 43F: 3 clusters Score -7594966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20638.261719 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20638.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20869.003906 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21029.533203 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -21029.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21180.636719 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -21180.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21233.955078 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21233.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21275.919922 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21275.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21309.296875 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21319.236328 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -21319.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21344.646484 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -21344.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21366.541016 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -21366.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21367.888672 Penalty: 1866.476074
	Iteration 10Q: 3 clusters Score -21367.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21372.585938 Penalty: 1866.476074
	Iteration 11F: 3 clusters Score -21372.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21404.193359 Penalty: 1866.476074
	Iteration 12Q: 3 clusters Score -21404.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21425.171875 Penalty: 1866.476074
	Iteration 13Q: 3 clusters Score -21425.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21484.101562 Penalty: 1866.476074
	Iteration 14Q: 3 clusters Score -21484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21502.833984 Penalty: 1866.476074
	Iteration 15Q: 3 clusters Score -21502.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21514.304688 Penalty: 1866.476074
	Iteration 16Q: 3 clusters Score -21514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21524.267578 Penalty: 1866.476074
	Iteration 17Q: 3 clusters Score -21524.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21536.458984 Penalty: 1866.476074
	Iteration 18Q: 3 clusters Score -21536.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21549.640625 Penalty: 1866.476074
	Iteration 19Q: 3 clusters Score -21549.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21592.742188 Penalty: 1866.476074
	Iteration 20F: 3 clusters Score -21592.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21645.574219 Penalty: 1866.476074
	Iteration 21Q: 3 clusters Score -21645.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21737.585938 Penalty: 1866.476074
	Iteration 22Q: 3 clusters Score -21737.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21756.458984 Penalty: 1866.476074
	Iteration 23Q: 3 clusters Score -21756.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21788.173828 Penalty: 1866.476074
	Iteration 24Q: 3 clusters Score -21788.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21803.324219 Penalty: 1866.476074
	Iteration 25Q: 3 clusters Score -21803.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21814.744141 Penalty: 1866.476074
	Iteration 26Q: 3 clusters Score -21814.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21816.550781 Penalty: 1866.476074
	Iteration 27Q: 3 clusters Score -21816.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21816.550781 Penalty: 1866.476074
	Iteration 28F: 3 clusters Score -21816.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39267 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57069 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 86107 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54690 members 
Mstep: Class 45 contains 5496 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61963 members 
Mstep: Class 50 contains 70206 members 
Mstep: Class 51 contains 158 members 
Entering Unmasked Estep 
Score: -85954080.000000 Penalty: 111074.656250
Splitting cluster 36 changes total score from -85954760.000000 to -85954080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -362738.281250 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -362738.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -360173.593750 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -360173.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -360780.843750 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -360780.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -360905.125000 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -360905.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361013.343750 Penalty: 2576.731934
	Iteration 3Q: 3 clusters Score -361013.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -361111.937500 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -361111.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -361213.250000 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -361213.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -361294.406250 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -361294.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -361351.906250 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -361351.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -361401.000000 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -361401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -361451.687500 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -361451.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361499.531250 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -361499.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -361541.156250 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -361541.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361579.093750 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -361579.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -361607.093750 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -361607.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -361634.468750 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -361634.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361656.843750 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -361656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -361682.062500 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -361682.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -361698.593750 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -361698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -361719.937500 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -361719.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -361738.750000 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -361738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -361748.031250 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -361748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -361753.968750 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -361754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -361756.625000 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -361756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -361757.968750 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -361758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361759.000000 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -361759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -361758.687500 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -361758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361760.000000 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -361760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -361760.562500 Penalty: 2576.731934
	Iteration 27Q: 3 clusters Score -361760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361761.281250 Penalty: 2576.731934
	Iteration 28Q: 3 clusters Score -361761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -361761.625000 Penalty: 2576.731934
	Iteration 29Q: 3 clusters Score -361761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -361761.468750 Penalty: 2576.731934
	Iteration 30Q: 3 clusters Score -361761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -361761.468750 Penalty: 2576.731934
	Iteration 31F: 3 clusters Score -361761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213327.906250 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213327.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -213625.828125 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213625.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -213692.093750 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213692.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -213725.312500 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213725.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -213743.046875 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -213758.875000 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213758.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -213772.187500 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213772.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -213784.796875 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -213792.531250 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -213798.843750 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -213804.562500 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -213810.468750 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -213812.437500 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -213815.203125 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213816.234375 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -213816.843750 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -213817.593750 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -213818.765625 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -213819.406250 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -213820.484375 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -213820.484375 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268012.593750 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -268012.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268745.468750 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268745.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269205.625000 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -269205.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -269510.906250 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -269510.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -269718.000000 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -269718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -269830.968750 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -269831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -269887.406250 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -269887.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -269920.000000 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -269920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -269942.031250 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -269957.343750 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -269965.656250 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269965.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -269971.812500 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -269973.531250 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -269975.093750 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -269976.125000 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269976.875000 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269976.875000 Penalty: 2432.784912
	Iteration 16F: 3 clusters Score -269976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39267 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57069 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1045 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 86107 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54690 members 
Mstep: Class 45 contains 5496 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61963 members 
Mstep: Class 50 contains 70206 members 
Mstep: Class 51 contains 737 members 
Entering Unmasked Estep 
Score: -85954064.000000 Penalty: 111074.656250
Splitting cluster 39 changes total score from -85954760.000000 to -85954064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (20512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Entering Unmasked Estep 
Score: -2666791.000000 Penalty: 1613.424316
	Iteration 0F: 2 clusters Score -2666791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2652771.500000 Penalty: 3226.848633
	Iteration 0F: 3 clusters Score -2652772 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2658065.750000 Penalty: 3226.848633
	Iteration 1F: 3 clusters Score -2658066 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2658601.000000 Penalty: 3226.848633
	Iteration 2F: 3 clusters Score -2658601 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2659261.750000 Penalty: 3226.848633
	Iteration 3F: 3 clusters Score -2659262 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2660087.000000 Penalty: 3226.848633
	Iteration 4F: 3 clusters Score -2660087 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2661028.750000 Penalty: 3226.848633
	Iteration 5F: 3 clusters Score -2661029 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2662027.500000 Penalty: 3226.848633
	Iteration 6F: 3 clusters Score -2662028 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2662981.500000 Penalty: 3226.848633
	Iteration 7F: 3 clusters Score -2662982 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2663836.500000 Penalty: 3226.848633
	Iteration 8Q: 3 clusters Score -2663836 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2664445.250000 Penalty: 3226.848633
	Iteration 9Q: 3 clusters Score -2664445 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2664861.000000 Penalty: 3226.848633
	Iteration 10Q: 3 clusters Score -2664861 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2665116.750000 Penalty: 3226.848633
	Iteration 11Q: 3 clusters Score -2665117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2665270.500000 Penalty: 3226.848633
	Iteration 12Q: 3 clusters Score -2665270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2665356.750000 Penalty: 3226.848633
	Iteration 13Q: 3 clusters Score -2665357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2665431.000000 Penalty: 3226.848633
	Iteration 14Q: 3 clusters Score -2665431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2665483.750000 Penalty: 3226.848633
	Iteration 15Q: 3 clusters Score -2665484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2665514.250000 Penalty: 3226.848633
	Iteration 16Q: 3 clusters Score -2665514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2665541.000000 Penalty: 3226.848633
	Iteration 17Q: 3 clusters Score -2665541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2665561.000000 Penalty: 3226.848633
	Iteration 18Q: 3 clusters Score -2665561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2665575.750000 Penalty: 3226.848633
	Iteration 19Q: 3 clusters Score -2665576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2665597.500000 Penalty: 3226.848633
	Iteration 20F: 3 clusters Score -2665598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2665606.750000 Penalty: 3226.848633
	Iteration 21Q: 3 clusters Score -2665607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2665608.500000 Penalty: 3226.848633
	Iteration 22Q: 3 clusters Score -2665608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2665616.500000 Penalty: 3226.848633
	Iteration 23Q: 3 clusters Score -2665616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2665618.250000 Penalty: 3226.848633
	Iteration 24Q: 3 clusters Score -2665618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2665628.500000 Penalty: 3226.848633
	Iteration 25Q: 3 clusters Score -2665628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2665634.750000 Penalty: 3226.848633
	Iteration 26Q: 3 clusters Score -2665635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2665643.500000 Penalty: 3226.848633
	Iteration 27Q: 3 clusters Score -2665644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2665656.000000 Penalty: 3226.848633
	Iteration 28Q: 3 clusters Score -2665656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2665656.750000 Penalty: 3226.848633
	Iteration 29Q: 3 clusters Score -2665657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2665659.750000 Penalty: 3226.848633
	Iteration 30Q: 3 clusters Score -2665660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2665661.000000 Penalty: 3226.848633
	Iteration 31Q: 3 clusters Score -2665661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2665662.250000 Penalty: 3226.848633
	Iteration 32Q: 3 clusters Score -2665662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2665662.250000 Penalty: 3226.848633
	Iteration 33Q: 3 clusters Score -2665662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2665662.250000 Penalty: 3226.848633
	Iteration 34F: 3 clusters Score -2665662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Entering Unmasked Estep 
Score: -11405478.000000 Penalty: 1846.543701
	Iteration 0F: 2 clusters Score -1.140548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -11354122.000000 Penalty: 3693.087402
	Iteration 0F: 3 clusters Score -1.135412e+07 nChanged 41132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -11378325.000000 Penalty: 3693.087402
	Iteration 1F: 3 clusters Score -1.137832e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -11379712.000000 Penalty: 3693.087402
	Iteration 2Q: 3 clusters Score -1.137971e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -11381771.000000 Penalty: 3693.087402
	Iteration 3F: 3 clusters Score -1.138177e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -11384978.000000 Penalty: 3693.087402
	Iteration 4F: 3 clusters Score -1.138498e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -11389384.000000 Penalty: 3693.087402
	Iteration 5F: 3 clusters Score -1.138938e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -11394350.000000 Penalty: 3693.087402
	Iteration 6F: 3 clusters Score -1.139435e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -11398948.000000 Penalty: 3693.087402
	Iteration 7F: 3 clusters Score -1.139895e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -11401949.000000 Penalty: 3693.087402
	Iteration 8Q: 3 clusters Score -1.140195e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -11403052.000000 Penalty: 3693.087402
	Iteration 9Q: 3 clusters Score -1.140305e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11403563.000000 Penalty: 3693.087402
	Iteration 10Q: 3 clusters Score -1.140356e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -11403831.000000 Penalty: 3693.087402
	Iteration 11Q: 3 clusters Score -1.140383e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -11403969.000000 Penalty: 3693.087402
	Iteration 12Q: 3 clusters Score -1.140397e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -11404035.000000 Penalty: 3693.087402
	Iteration 13Q: 3 clusters Score -1.140404e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -11404089.000000 Penalty: 3693.087402
	Iteration 14Q: 3 clusters Score -1.140409e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -11404111.000000 Penalty: 3693.087402
	Iteration 15Q: 3 clusters Score -1.140411e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -11404152.000000 Penalty: 3693.087402
	Iteration 16Q: 3 clusters Score -1.140415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -11404146.000000 Penalty: 3693.087402
	Iteration 17Q: 3 clusters Score -1.140415e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -11404164.000000 Penalty: 3693.087402
	Iteration 18Q: 3 clusters Score -1.140416e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -11404196.000000 Penalty: 3693.087402
	Iteration 19Q: 3 clusters Score -1.14042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -11404199.000000 Penalty: 3693.087402
	Iteration 20F: 3 clusters Score -1.14042e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -11404226.000000 Penalty: 3693.087402
	Iteration 21Q: 3 clusters Score -1.140423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -11404233.000000 Penalty: 3693.087402
	Iteration 22Q: 3 clusters Score -1.140423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -11404251.000000 Penalty: 3693.087402
	Iteration 23Q: 3 clusters Score -1.140425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -11404253.000000 Penalty: 3693.087402
	Iteration 24Q: 3 clusters Score -1.140425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -11404262.000000 Penalty: 3693.087402
	Iteration 25Q: 3 clusters Score -1.140426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -11404270.000000 Penalty: 3693.087402
	Iteration 26Q: 3 clusters Score -1.140427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -11404275.000000 Penalty: 3693.087402
	Iteration 27Q: 3 clusters Score -1.140428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -11404279.000000 Penalty: 3693.087402
	Iteration 28Q: 3 clusters Score -1.140428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -11404277.000000 Penalty: 3693.087402
	Iteration 29Q: 3 clusters Score -1.140428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -11404274.000000 Penalty: 3693.087402
	Iteration 30Q: 3 clusters Score -1.140427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -11404283.000000 Penalty: 3693.087402
	Iteration 31Q: 3 clusters Score -1.140428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -11404279.000000 Penalty: 3693.087402
	Iteration 32Q: 3 clusters Score -1.140428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11404279.000000 Penalty: 3693.087402
	Iteration 33Q: 3 clusters Score -1.140428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -11404280.000000 Penalty: 3693.087402
	Iteration 34Q: 3 clusters Score -1.140428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -11404273.000000 Penalty: 3693.087402
	Iteration 35Q: 3 clusters Score -1.140427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -11404273.000000 Penalty: 3693.087402
	Iteration 36Q: 3 clusters Score -1.140427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -11404275.000000 Penalty: 3693.087402
	Iteration 37Q: 3 clusters Score -1.140428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -11404275.000000 Penalty: 3693.087402
	Iteration 38Q: 3 clusters Score -1.140428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -11404280.000000 Penalty: 3693.087402
	Iteration 39Q: 3 clusters Score -1.140428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -11404280.000000 Penalty: 3693.087402
	Iteration 40F: 3 clusters Score -1.140428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -11404282.000000 Penalty: 3693.087402
	Iteration 41Q: 3 clusters Score -1.140428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -11404278.000000 Penalty: 3693.087402
	Iteration 42Q: 3 clusters Score -1.140428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -11404278.000000 Penalty: 3693.087402
	Iteration 43F: 3 clusters Score -1.140428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32075.216797 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32075.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32160.482422 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32160.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32210.357422 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -32210.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32222.597656 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32235.564453 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32235.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32250.724609 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32250.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32276.488281 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32276.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32294.433594 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -32294.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32302.097656 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -32302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32304.392578 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -32304.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32304.392578 Penalty: 1864.385986
	Iteration 10F: 3 clusters Score -32304.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41762.054688 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41762.05 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42192.339844 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42192.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42442.019531 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42442.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42575.867188 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42575.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42636.207031 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42636.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42650.714844 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42650.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42660.789062 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42660.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42670.039062 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42670.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42670.285156 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42670.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42670.285156 Penalty: 2054.249756
	Iteration 9F: 3 clusters Score -42670.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (54690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Entering Unmasked Estep 
Score: -7308174.000000 Penalty: 1772.783447
	Iteration 0F: 2 clusters Score -7308174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7273685.500000 Penalty: 3545.566895
	Iteration 0F: 3 clusters Score -7273686 nChanged 25845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7288505.000000 Penalty: 3545.566895
	Iteration 1F: 3 clusters Score -7288505 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7289386.500000 Penalty: 3545.566895
	Iteration 2Q: 3 clusters Score -7289386 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -7290700.500000 Penalty: 3545.566895
	Iteration 3F: 3 clusters Score -7290700 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -7292707.000000 Penalty: 3545.566895
	Iteration 4F: 3 clusters Score -7292707 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -7295765.000000 Penalty: 3545.566895
	Iteration 5F: 3 clusters Score -7295765 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7299497.500000 Penalty: 3545.566895
	Iteration 6F: 3 clusters Score -7299498 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7302937.500000 Penalty: 3545.566895
	Iteration 7F: 3 clusters Score -7302938 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7304991.500000 Penalty: 3545.566895
	Iteration 8F: 3 clusters Score -7304992 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -7305760.500000 Penalty: 3545.566895
	Iteration 9Q: 3 clusters Score -7305760 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7306165.000000 Penalty: 3545.566895
	Iteration 10Q: 3 clusters Score -7306165 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -7306509.000000 Penalty: 3545.566895
	Iteration 11Q: 3 clusters Score -7306509 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -7306803.500000 Penalty: 3545.566895
	Iteration 12Q: 3 clusters Score -7306804 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -7307054.000000 Penalty: 3545.566895
	Iteration 13Q: 3 clusters Score -7307054 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7307272.500000 Penalty: 3545.566895
	Iteration 14Q: 3 clusters Score -7307272 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -7307392.000000 Penalty: 3545.566895
	Iteration 15Q: 3 clusters Score -7307392 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -7307542.500000 Penalty: 3545.566895
	Iteration 16Q: 3 clusters Score -7307542 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -7307709.000000 Penalty: 3545.566895
	Iteration 17Q: 3 clusters Score -7307709 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -7307840.500000 Penalty: 3545.566895
	Iteration 18Q: 3 clusters Score -7307840 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7307902.000000 Penalty: 3545.566895
	Iteration 19Q: 3 clusters Score -7307902 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -7307937.500000 Penalty: 3545.566895
	Iteration 20F: 3 clusters Score -7307938 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -7307876.500000 Penalty: 3545.566895
	Iteration 21Q: 3 clusters Score -7307876 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -7307831.500000 Penalty: 3545.566895
	Iteration 22Q: 3 clusters Score -7307832 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7307727.000000 Penalty: 3545.566895
	Iteration 23Q: 3 clusters Score -7307727 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -7307645.000000 Penalty: 3545.566895
	Iteration 24Q: 3 clusters Score -7307645 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -7307607.000000 Penalty: 3545.566895
	Iteration 25Q: 3 clusters Score -7307607 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -7307549.000000 Penalty: 3545.566895
	Iteration 26Q: 3 clusters Score -7307549 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -7307527.500000 Penalty: 3545.566895
	Iteration 27Q: 3 clusters Score -7307528 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -7307468.500000 Penalty: 3545.566895
	Iteration 28Q: 3 clusters Score -7307468 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -7307421.000000 Penalty: 3545.566895
	Iteration 29Q: 3 clusters Score -7307421 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -7307326.500000 Penalty: 3545.566895
	Iteration 30Q: 3 clusters Score -7307326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7307297.500000 Penalty: 3545.566895
	Iteration 31Q: 3 clusters Score -7307298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -7307284.500000 Penalty: 3545.566895
	Iteration 32Q: 3 clusters Score -7307284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -7307252.500000 Penalty: 3545.566895
	Iteration 33Q: 3 clusters Score -7307252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -7307227.000000 Penalty: 3545.566895
	Iteration 34Q: 3 clusters Score -7307227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7307186.000000 Penalty: 3545.566895
	Iteration 35Q: 3 clusters Score -7307186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -7307149.000000 Penalty: 3545.566895
	Iteration 36Q: 3 clusters Score -7307149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -7307132.500000 Penalty: 3545.566895
	Iteration 37Q: 3 clusters Score -7307132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7307116.500000 Penalty: 3545.566895
	Iteration 38Q: 3 clusters Score -7307116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7307094.000000 Penalty: 3545.566895
	Iteration 39Q: 3 clusters Score -7307094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -7307093.500000 Penalty: 3545.566895
	Iteration 40F: 3 clusters Score -7307094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -7307078.000000 Penalty: 3545.566895
	Iteration 41Q: 3 clusters Score -7307078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -7307060.000000 Penalty: 3545.566895
	Iteration 42Q: 3 clusters Score -7307060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -7307043.500000 Penalty: 3545.566895
	Iteration 43Q: 3 clusters Score -7307044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -7307051.000000 Penalty: 3545.566895
	Iteration 44Q: 3 clusters Score -7307051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7307034.500000 Penalty: 3545.566895
	Iteration 45Q: 3 clusters Score -7307034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7307026.500000 Penalty: 3545.566895
	Iteration 46Q: 3 clusters Score -7307026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -7307027.500000 Penalty: 3545.566895
	Iteration 47Q: 3 clusters Score -7307028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -7307013.000000 Penalty: 3545.566895
	Iteration 48Q: 3 clusters Score -7307013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7307020.500000 Penalty: 3545.566895
	Iteration 49Q: 3 clusters Score -7307020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7307026.500000 Penalty: 3545.566895
	Iteration 50Q: 3 clusters Score -7307026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -7307024.000000 Penalty: 3545.566895
	Iteration 51Q: 3 clusters Score -7307024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7307034.000000 Penalty: 3545.566895
	Iteration 52Q: 3 clusters Score -7307034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -7307022.000000 Penalty: 3545.566895
	Iteration 53Q: 3 clusters Score -7307022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7307022.500000 Penalty: 3545.566895
	Iteration 54Q: 3 clusters Score -7307022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -7307008.500000 Penalty: 3545.566895
	Iteration 55Q: 3 clusters Score -7307008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7307015.000000 Penalty: 3545.566895
	Iteration 56Q: 3 clusters Score -7307015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7307010.000000 Penalty: 3545.566895
	Iteration 57Q: 3 clusters Score -7307010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7307015.000000 Penalty: 3545.566895
	Iteration 58Q: 3 clusters Score -7307015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7307009.000000 Penalty: 3545.566895
	Iteration 59Q: 3 clusters Score -7307009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7307006.500000 Penalty: 3545.566895
	Iteration 60F: 3 clusters Score -7307006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7307009.500000 Penalty: 3545.566895
	Iteration 61Q: 3 clusters Score -7307010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7306996.500000 Penalty: 3545.566895
	Iteration 62Q: 3 clusters Score -7306996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7306999.500000 Penalty: 3545.566895
	Iteration 63Q: 3 clusters Score -7307000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7307010.000000 Penalty: 3545.566895
	Iteration 64Q: 3 clusters Score -7307010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7307010.000000 Penalty: 3545.566895
	Iteration 65Q: 3 clusters Score -7307010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7307010.500000 Penalty: 3545.566895
	Iteration 66Q: 3 clusters Score -7307010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7307007.500000 Penalty: 3545.566895
	Iteration 67Q: 3 clusters Score -7307008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -7307014.500000 Penalty: 3545.566895
	Iteration 68Q: 3 clusters Score -7307014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7307017.000000 Penalty: 3545.566895
	Iteration 69Q: 3 clusters Score -7307017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7307009.000000 Penalty: 3545.566895
	Iteration 70Q: 3 clusters Score -7307009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7307017.000000 Penalty: 3545.566895
	Iteration 71Q: 3 clusters Score -7307017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7307011.000000 Penalty: 3545.566895
	Iteration 72Q: 3 clusters Score -7307011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7307013.000000 Penalty: 3545.566895
	Iteration 73Q: 3 clusters Score -7307013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7307010.000000 Penalty: 3545.566895
	Iteration 74Q: 3 clusters Score -7307010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -7307011.000000 Penalty: 3545.566895
	Iteration 75Q: 3 clusters Score -7307011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -7307010.000000 Penalty: 3545.566895
	Iteration 76Q: 3 clusters Score -7307010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7307002.500000 Penalty: 3545.566895
	Iteration 77Q: 3 clusters Score -7307002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -7307004.500000 Penalty: 3545.566895
	Iteration 78Q: 3 clusters Score -7307004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -7306999.000000 Penalty: 3545.566895
	Iteration 79Q: 3 clusters Score -7306999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -7306994.500000 Penalty: 3545.566895
	Iteration 80F: 3 clusters Score -7306994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -7307003.500000 Penalty: 3545.566895
	Iteration 81Q: 3 clusters Score -7307004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7307004.000000 Penalty: 3545.566895
	Iteration 82Q: 3 clusters Score -7307004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7307000.500000 Penalty: 3545.566895
	Iteration 83Q: 3 clusters Score -7307000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7307000.500000 Penalty: 3545.566895
	Iteration 84F: 3 clusters Score -7307000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -726999.187500 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -726999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -722655.812500 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -722655.8 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -723930.687500 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -723930.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -724124.250000 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -724124.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -724245.875000 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -724245.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -724348.562500 Penalty: 2798.826904
	Iteration 4Q: 3 clusters Score -724348.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -724472.500000 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -724472.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -724608.500000 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -724608.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -724741.125000 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -724741.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -724883.562500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -724883.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -725036.625000 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -725036.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -725168.562500 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -725168.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -725310.562500 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -725310.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -725437.312500 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -725437.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -725538.062500 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -725538.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -725614.750000 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -725614.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -725674.625000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -725674.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -725704.187500 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -725704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -725713.750000 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -725713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -725719.562500 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -725719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -725728.437500 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -725728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -725733.875000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -725733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -725738.687500 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -725738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -725743.750000 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -725743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -725749.562500 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -725749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -725756.750000 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -725756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -725758.875000 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -725758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -725763.062500 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -725763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -725763.062500 Penalty: 2798.826904
	Iteration 27F: 3 clusters Score -725763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7145.938477 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7145.938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7229.996582 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7229.997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7277.988770 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -7277.989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7294.747559 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7294.748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7302.309570 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7302.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7302.309570 Penalty: 1676.692993
	Iteration 5F: 3 clusters Score -7302.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22273.703125 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22273.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22515.804688 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22515.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22636.322266 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22636.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22684.455078 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -22684.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22712.058594 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22712.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22733.912109 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22733.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22748.224609 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -22748.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22758.884766 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -22758.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22762.345703 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -22762.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22762.345703 Penalty: 1771.587524
	Iteration 9F: 3 clusters Score -22762.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38830.191406 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38830.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39024.308594 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -39024.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39067.300781 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -39067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39077.523438 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -39077.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39083.503906 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -39083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39096.242188 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -39096.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39110.882812 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -39110.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39136.960938 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -39136.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39151.234375 Penalty: 1825.450684
	Iteration 8Q: 3 clusters Score -39151.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39169.085938 Penalty: 1825.450684
	Iteration 9Q: 3 clusters Score -39169.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39172.089844 Penalty: 1825.450684
	Iteration 10Q: 3 clusters Score -39172.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39175.027344 Penalty: 1825.450684
	Iteration 11Q: 3 clusters Score -39175.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39175.027344 Penalty: 1825.450684
	Iteration 12F: 3 clusters Score -39175.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (61963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Entering Unmasked Estep 
Score: -8298985.500000 Penalty: 1793.072632
	Iteration 0F: 2 clusters Score -8298986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -8260297.000000 Penalty: 3586.145264
	Iteration 0F: 3 clusters Score -8260297 nChanged 29297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8276709.500000 Penalty: 3586.145264
	Iteration 1F: 3 clusters Score -8276710 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8277233.000000 Penalty: 3586.145264
	Iteration 2Q: 3 clusters Score -8277233 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -8277810.000000 Penalty: 3586.145264
	Iteration 3Q: 3 clusters Score -8277810 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8278395.000000 Penalty: 3586.145264
	Iteration 4Q: 3 clusters Score -8278395 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -8279120.000000 Penalty: 3586.145264
	Iteration 5Q: 3 clusters Score -8279120 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8280131.000000 Penalty: 3586.145264
	Iteration 6Q: 3 clusters Score -8280131 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -8281594.000000 Penalty: 3586.145264
	Iteration 7Q: 3 clusters Score -8281594 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -8283642.000000 Penalty: 3586.145264
	Iteration 8F: 3 clusters Score -8283642 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8286293.500000 Penalty: 3586.145264
	Iteration 9F: 3 clusters Score -8286294 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -8289220.000000 Penalty: 3586.145264
	Iteration 10F: 3 clusters Score -8289220 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8291576.500000 Penalty: 3586.145264
	Iteration 11F: 3 clusters Score -8291576 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -8292893.000000 Penalty: 3586.145264
	Iteration 12Q: 3 clusters Score -8292893 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -8293597.000000 Penalty: 3586.145264
	Iteration 13Q: 3 clusters Score -8293597 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -8294051.500000 Penalty: 3586.145264
	Iteration 14Q: 3 clusters Score -8294052 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -8294447.000000 Penalty: 3586.145264
	Iteration 15Q: 3 clusters Score -8294447 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -8294718.000000 Penalty: 3586.145264
	Iteration 16Q: 3 clusters Score -8294718 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -8294944.500000 Penalty: 3586.145264
	Iteration 17Q: 3 clusters Score -8294944 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -8295226.000000 Penalty: 3586.145264
	Iteration 18Q: 3 clusters Score -8295226 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -8295443.500000 Penalty: 3586.145264
	Iteration 19Q: 3 clusters Score -8295444 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -8295599.500000 Penalty: 3586.145264
	Iteration 20F: 3 clusters Score -8295600 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -8295761.000000 Penalty: 3586.145264
	Iteration 21Q: 3 clusters Score -8295761 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -8295911.500000 Penalty: 3586.145264
	Iteration 22Q: 3 clusters Score -8295912 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8295991.500000 Penalty: 3586.145264
	Iteration 23Q: 3 clusters Score -8295992 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -8296058.000000 Penalty: 3586.145264
	Iteration 24Q: 3 clusters Score -8296058 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -8296200.000000 Penalty: 3586.145264
	Iteration 25Q: 3 clusters Score -8296200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8296310.500000 Penalty: 3586.145264
	Iteration 26Q: 3 clusters Score -8296310 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8296386.500000 Penalty: 3586.145264
	Iteration 27Q: 3 clusters Score -8296386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -8296506.000000 Penalty: 3586.145264
	Iteration 28Q: 3 clusters Score -8296506 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -8296590.500000 Penalty: 3586.145264
	Iteration 29Q: 3 clusters Score -8296590 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -8296677.000000 Penalty: 3586.145264
	Iteration 30Q: 3 clusters Score -8296677 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -8296758.500000 Penalty: 3586.145264
	Iteration 31Q: 3 clusters Score -8296758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -8296832.000000 Penalty: 3586.145264
	Iteration 32Q: 3 clusters Score -8296832 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -8296897.000000 Penalty: 3586.145264
	Iteration 33Q: 3 clusters Score -8296897 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -8296970.500000 Penalty: 3586.145264
	Iteration 34Q: 3 clusters Score -8296970 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -8297073.500000 Penalty: 3586.145264
	Iteration 35Q: 3 clusters Score -8297074 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -8297156.000000 Penalty: 3586.145264
	Iteration 36Q: 3 clusters Score -8297156 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -8297249.500000 Penalty: 3586.145264
	Iteration 37Q: 3 clusters Score -8297250 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8297325.500000 Penalty: 3586.145264
	Iteration 38Q: 3 clusters Score -8297326 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -8297388.500000 Penalty: 3586.145264
	Iteration 39Q: 3 clusters Score -8297388 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -8297410.000000 Penalty: 3586.145264
	Iteration 40F: 3 clusters Score -8297410 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -8297417.500000 Penalty: 3586.145264
	Iteration 41Q: 3 clusters Score -8297418 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -8297437.000000 Penalty: 3586.145264
	Iteration 42Q: 3 clusters Score -8297437 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -8297481.000000 Penalty: 3586.145264
	Iteration 43Q: 3 clusters Score -8297481 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -8297462.000000 Penalty: 3586.145264
	Iteration 44Q: 3 clusters Score -8297462 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8297489.500000 Penalty: 3586.145264
	Iteration 45Q: 3 clusters Score -8297490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -8297492.500000 Penalty: 3586.145264
	Iteration 46Q: 3 clusters Score -8297492 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8297518.000000 Penalty: 3586.145264
	Iteration 47Q: 3 clusters Score -8297518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -8297535.500000 Penalty: 3586.145264
	Iteration 48Q: 3 clusters Score -8297536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -8297577.000000 Penalty: 3586.145264
	Iteration 49Q: 3 clusters Score -8297577 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -8297614.500000 Penalty: 3586.145264
	Iteration 50Q: 3 clusters Score -8297614 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8297611.500000 Penalty: 3586.145264
	Iteration 51Q: 3 clusters Score -8297612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8297613.500000 Penalty: 3586.145264
	Iteration 52Q: 3 clusters Score -8297614 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8297652.500000 Penalty: 3586.145264
	Iteration 53Q: 3 clusters Score -8297652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -8297644.000000 Penalty: 3586.145264
	Iteration 54Q: 3 clusters Score -8297644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8297611.500000 Penalty: 3586.145264
	Iteration 55Q: 3 clusters Score -8297612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8297610.500000 Penalty: 3586.145264
	Iteration 56Q: 3 clusters Score -8297610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8297624.500000 Penalty: 3586.145264
	Iteration 57Q: 3 clusters Score -8297624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8297617.000000 Penalty: 3586.145264
	Iteration 58Q: 3 clusters Score -8297617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -8297608.000000 Penalty: 3586.145264
	Iteration 59Q: 3 clusters Score -8297608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8297627.500000 Penalty: 3586.145264
	Iteration 60F: 3 clusters Score -8297628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8297630.000000 Penalty: 3586.145264
	Iteration 61Q: 3 clusters Score -8297630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8297638.000000 Penalty: 3586.145264
	Iteration 62Q: 3 clusters Score -8297638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -8297621.500000 Penalty: 3586.145264
	Iteration 63Q: 3 clusters Score -8297622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8297625.500000 Penalty: 3586.145264
	Iteration 64Q: 3 clusters Score -8297626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -8297630.500000 Penalty: 3586.145264
	Iteration 65Q: 3 clusters Score -8297630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -8297623.500000 Penalty: 3586.145264
	Iteration 66Q: 3 clusters Score -8297624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8297616.500000 Penalty: 3586.145264
	Iteration 67Q: 3 clusters Score -8297616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8297630.500000 Penalty: 3586.145264
	Iteration 68Q: 3 clusters Score -8297630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8297614.500000 Penalty: 3586.145264
	Iteration 69Q: 3 clusters Score -8297614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -8297617.000000 Penalty: 3586.145264
	Iteration 70Q: 3 clusters Score -8297617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -8297619.500000 Penalty: 3586.145264
	Iteration 71Q: 3 clusters Score -8297620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8297617.000000 Penalty: 3586.145264
	Iteration 72Q: 3 clusters Score -8297617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8297612.000000 Penalty: 3586.145264
	Iteration 73Q: 3 clusters Score -8297612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8297590.500000 Penalty: 3586.145264
	Iteration 74Q: 3 clusters Score -8297590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8297600.000000 Penalty: 3586.145264
	Iteration 75Q: 3 clusters Score -8297600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -8297598.000000 Penalty: 3586.145264
	Iteration 76Q: 3 clusters Score -8297598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -8297602.000000 Penalty: 3586.145264
	Iteration 77Q: 3 clusters Score -8297602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8297590.000000 Penalty: 3586.145264
	Iteration 78Q: 3 clusters Score -8297590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -8297574.000000 Penalty: 3586.145264
	Iteration 79Q: 3 clusters Score -8297574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -8297577.500000 Penalty: 3586.145264
	Iteration 80F: 3 clusters Score -8297578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8297589.500000 Penalty: 3586.145264
	Iteration 81Q: 3 clusters Score -8297590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8297584.500000 Penalty: 3586.145264
	Iteration 82Q: 3 clusters Score -8297584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8297586.500000 Penalty: 3586.145264
	Iteration 83Q: 3 clusters Score -8297586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8297569.500000 Penalty: 3586.145264
	Iteration 84Q: 3 clusters Score -8297570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8297571.500000 Penalty: 3586.145264
	Iteration 85Q: 3 clusters Score -8297572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8297563.000000 Penalty: 3586.145264
	Iteration 86Q: 3 clusters Score -8297563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8297575.000000 Penalty: 3586.145264
	Iteration 87Q: 3 clusters Score -8297575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8297590.500000 Penalty: 3586.145264
	Iteration 88Q: 3 clusters Score -8297590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8297591.500000 Penalty: 3586.145264
	Iteration 89Q: 3 clusters Score -8297592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8297586.500000 Penalty: 3586.145264
	Iteration 90Q: 3 clusters Score -8297586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8297592.000000 Penalty: 3586.145264
	Iteration 91Q: 3 clusters Score -8297592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8297586.500000 Penalty: 3586.145264
	Iteration 92Q: 3 clusters Score -8297586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8297581.000000 Penalty: 3586.145264
	Iteration 93Q: 3 clusters Score -8297581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8297593.000000 Penalty: 3586.145264
	Iteration 94Q: 3 clusters Score -8297593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8297586.000000 Penalty: 3586.145264
	Iteration 95Q: 3 clusters Score -8297586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8297589.000000 Penalty: 3586.145264
	Iteration 96Q: 3 clusters Score -8297589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8297581.500000 Penalty: 3586.145264
	Iteration 97Q: 3 clusters Score -8297582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8297590.000000 Penalty: 3586.145264
	Iteration 98Q: 3 clusters Score -8297590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8297569.500000 Penalty: 3586.145264
	Iteration 99Q: 3 clusters Score -8297570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8297578.500000 Penalty: 3586.145264
	Iteration 100F: 3 clusters Score -8297578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8297578.500000 Penalty: 3586.145264
	Iteration 101Q: 3 clusters Score -8297578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -8297556.500000 Penalty: 3586.145264
	Iteration 102Q: 3 clusters Score -8297556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8297556.000000 Penalty: 3586.145264
	Iteration 103Q: 3 clusters Score -8297556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -8297554.000000 Penalty: 3586.145264
	Iteration 104Q: 3 clusters Score -8297554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8297553.000000 Penalty: 3586.145264
	Iteration 105Q: 3 clusters Score -8297553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8297548.500000 Penalty: 3586.145264
	Iteration 106Q: 3 clusters Score -8297548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8297550.000000 Penalty: 3586.145264
	Iteration 107Q: 3 clusters Score -8297550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8297558.000000 Penalty: 3586.145264
	Iteration 108Q: 3 clusters Score -8297558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8297555.000000 Penalty: 3586.145264
	Iteration 109Q: 3 clusters Score -8297555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8297551.500000 Penalty: 3586.145264
	Iteration 110Q: 3 clusters Score -8297552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8297554.500000 Penalty: 3586.145264
	Iteration 111Q: 3 clusters Score -8297554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8297553.500000 Penalty: 3586.145264
	Iteration 112Q: 3 clusters Score -8297554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -8297544.000000 Penalty: 3586.145264
	Iteration 113Q: 3 clusters Score -8297544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8297536.500000 Penalty: 3586.145264
	Iteration 114Q: 3 clusters Score -8297536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8297544.500000 Penalty: 3586.145264
	Iteration 115Q: 3 clusters Score -8297544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8297532.500000 Penalty: 3586.145264
	Iteration 116Q: 3 clusters Score -8297532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8297531.500000 Penalty: 3586.145264
	Iteration 117Q: 3 clusters Score -8297532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8297539.000000 Penalty: 3586.145264
	Iteration 118Q: 3 clusters Score -8297539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8297531.000000 Penalty: 3586.145264
	Iteration 119Q: 3 clusters Score -8297531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8297534.500000 Penalty: 3586.145264
	Iteration 120F: 3 clusters Score -8297534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8297535.000000 Penalty: 3586.145264
	Iteration 121Q: 3 clusters Score -8297535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8297537.500000 Penalty: 3586.145264
	Iteration 122Q: 3 clusters Score -8297538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8297537.500000 Penalty: 3586.145264
	Iteration 123F: 3 clusters Score -8297538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (70206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Entering Unmasked Estep 
Score: -9322470.000000 Penalty: 1813.368286
	Iteration 0F: 2 clusters Score -9322470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9277190.000000 Penalty: 3626.736572
	Iteration 0F: 3 clusters Score -9277190 nChanged 33193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -9296379.000000 Penalty: 3626.736572
	Iteration 1F: 3 clusters Score -9296379 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -9297230.000000 Penalty: 3626.736572
	Iteration 2Q: 3 clusters Score -9297230 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -9298261.000000 Penalty: 3626.736572
	Iteration 3Q: 3 clusters Score -9298261 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9299746.000000 Penalty: 3626.736572
	Iteration 4Q: 3 clusters Score -9299746 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -9302185.000000 Penalty: 3626.736572
	Iteration 5F: 3 clusters Score -9302185 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9305427.000000 Penalty: 3626.736572
	Iteration 6F: 3 clusters Score -9305427 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -9308709.000000 Penalty: 3626.736572
	Iteration 7F: 3 clusters Score -9308709 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -9311611.000000 Penalty: 3626.736572
	Iteration 8F: 3 clusters Score -9311611 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -9313688.000000 Penalty: 3626.736572
	Iteration 9F: 3 clusters Score -9313688 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -9315133.000000 Penalty: 3626.736572
	Iteration 10Q: 3 clusters Score -9315133 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -9316030.000000 Penalty: 3626.736572
	Iteration 11Q: 3 clusters Score -9316030 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -9316671.000000 Penalty: 3626.736572
	Iteration 12Q: 3 clusters Score -9316671 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -9317136.000000 Penalty: 3626.736572
	Iteration 13Q: 3 clusters Score -9317136 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -9317501.000000 Penalty: 3626.736572
	Iteration 14Q: 3 clusters Score -9317501 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -9317764.000000 Penalty: 3626.736572
	Iteration 15Q: 3 clusters Score -9317764 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -9317957.000000 Penalty: 3626.736572
	Iteration 16Q: 3 clusters Score -9317957 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -9318102.000000 Penalty: 3626.736572
	Iteration 17Q: 3 clusters Score -9318102 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -9318225.000000 Penalty: 3626.736572
	Iteration 18Q: 3 clusters Score -9318225 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -9318318.000000 Penalty: 3626.736572
	Iteration 19Q: 3 clusters Score -9318318 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -9318468.000000 Penalty: 3626.736572
	Iteration 20F: 3 clusters Score -9318468 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -9318642.000000 Penalty: 3626.736572
	Iteration 21Q: 3 clusters Score -9318642 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -9318748.000000 Penalty: 3626.736572
	Iteration 22Q: 3 clusters Score -9318748 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -9318840.000000 Penalty: 3626.736572
	Iteration 23Q: 3 clusters Score -9318840 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -9318933.000000 Penalty: 3626.736572
	Iteration 24Q: 3 clusters Score -9318933 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -9319026.000000 Penalty: 3626.736572
	Iteration 25Q: 3 clusters Score -9319026 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -9319095.000000 Penalty: 3626.736572
	Iteration 26Q: 3 clusters Score -9319095 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -9319150.000000 Penalty: 3626.736572
	Iteration 27Q: 3 clusters Score -9319150 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -9319200.000000 Penalty: 3626.736572
	Iteration 28Q: 3 clusters Score -9319200 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -9319286.000000 Penalty: 3626.736572
	Iteration 29Q: 3 clusters Score -9319286 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -9319320.000000 Penalty: 3626.736572
	Iteration 30Q: 3 clusters Score -9319320 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -9319365.000000 Penalty: 3626.736572
	Iteration 31Q: 3 clusters Score -9319365 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -9319370.000000 Penalty: 3626.736572
	Iteration 32Q: 3 clusters Score -9319370 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -9319406.000000 Penalty: 3626.736572
	Iteration 33Q: 3 clusters Score -9319406 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -9319424.000000 Penalty: 3626.736572
	Iteration 34Q: 3 clusters Score -9319424 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -9319471.000000 Penalty: 3626.736572
	Iteration 35Q: 3 clusters Score -9319471 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -9319537.000000 Penalty: 3626.736572
	Iteration 36Q: 3 clusters Score -9319537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -9319607.000000 Penalty: 3626.736572
	Iteration 37Q: 3 clusters Score -9319607 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -9319649.000000 Penalty: 3626.736572
	Iteration 38Q: 3 clusters Score -9319649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -9319709.000000 Penalty: 3626.736572
	Iteration 39Q: 3 clusters Score -9319709 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -9319765.000000 Penalty: 3626.736572
	Iteration 40F: 3 clusters Score -9319765 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -9319798.000000 Penalty: 3626.736572
	Iteration 41Q: 3 clusters Score -9319798 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -9319887.000000 Penalty: 3626.736572
	Iteration 42Q: 3 clusters Score -9319887 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -9319942.000000 Penalty: 3626.736572
	Iteration 43Q: 3 clusters Score -9319942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -9319977.000000 Penalty: 3626.736572
	Iteration 44Q: 3 clusters Score -9319977 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -9319988.000000 Penalty: 3626.736572
	Iteration 45Q: 3 clusters Score -9319988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -9320055.000000 Penalty: 3626.736572
	Iteration 46Q: 3 clusters Score -9320055 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -9320074.000000 Penalty: 3626.736572
	Iteration 47Q: 3 clusters Score -9320074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -9320101.000000 Penalty: 3626.736572
	Iteration 48Q: 3 clusters Score -9320101 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -9320143.000000 Penalty: 3626.736572
	Iteration 49Q: 3 clusters Score -9320143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -9320164.000000 Penalty: 3626.736572
	Iteration 50Q: 3 clusters Score -9320164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -9320191.000000 Penalty: 3626.736572
	Iteration 51Q: 3 clusters Score -9320191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -9320239.000000 Penalty: 3626.736572
	Iteration 52Q: 3 clusters Score -9320239 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -9320286.000000 Penalty: 3626.736572
	Iteration 53Q: 3 clusters Score -9320286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -9320342.000000 Penalty: 3626.736572
	Iteration 54Q: 3 clusters Score -9320342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -9320373.000000 Penalty: 3626.736572
	Iteration 55Q: 3 clusters Score -9320373 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -9320425.000000 Penalty: 3626.736572
	Iteration 56Q: 3 clusters Score -9320425 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -9320470.000000 Penalty: 3626.736572
	Iteration 57Q: 3 clusters Score -9320470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -9320527.000000 Penalty: 3626.736572
	Iteration 58Q: 3 clusters Score -9320527 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -9320544.000000 Penalty: 3626.736572
	Iteration 59Q: 3 clusters Score -9320544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -9320588.000000 Penalty: 3626.736572
	Iteration 60F: 3 clusters Score -9320588 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -9320598.000000 Penalty: 3626.736572
	Iteration 61Q: 3 clusters Score -9320598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -9320629.000000 Penalty: 3626.736572
	Iteration 62Q: 3 clusters Score -9320629 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -9320704.000000 Penalty: 3626.736572
	Iteration 63Q: 3 clusters Score -9320704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -9320738.000000 Penalty: 3626.736572
	Iteration 64Q: 3 clusters Score -9320738 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -9320778.000000 Penalty: 3626.736572
	Iteration 65Q: 3 clusters Score -9320778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9320812.000000 Penalty: 3626.736572
	Iteration 66Q: 3 clusters Score -9320812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -9320824.000000 Penalty: 3626.736572
	Iteration 67Q: 3 clusters Score -9320824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -9320823.000000 Penalty: 3626.736572
	Iteration 68Q: 3 clusters Score -9320823 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -9320830.000000 Penalty: 3626.736572
	Iteration 69Q: 3 clusters Score -9320830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -9320853.000000 Penalty: 3626.736572
	Iteration 70Q: 3 clusters Score -9320853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -9320873.000000 Penalty: 3626.736572
	Iteration 71Q: 3 clusters Score -9320873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9320907.000000 Penalty: 3626.736572
	Iteration 72Q: 3 clusters Score -9320907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -9320932.000000 Penalty: 3626.736572
	Iteration 73Q: 3 clusters Score -9320932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -9320945.000000 Penalty: 3626.736572
	Iteration 74Q: 3 clusters Score -9320945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -9320948.000000 Penalty: 3626.736572
	Iteration 75Q: 3 clusters Score -9320948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -9320968.000000 Penalty: 3626.736572
	Iteration 76Q: 3 clusters Score -9320968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -9320998.000000 Penalty: 3626.736572
	Iteration 77Q: 3 clusters Score -9320998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -9321033.000000 Penalty: 3626.736572
	Iteration 78Q: 3 clusters Score -9321033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -9321034.000000 Penalty: 3626.736572
	Iteration 79Q: 3 clusters Score -9321034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9321055.000000 Penalty: 3626.736572
	Iteration 80F: 3 clusters Score -9321055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -9321063.000000 Penalty: 3626.736572
	Iteration 81Q: 3 clusters Score -9321063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9321077.000000 Penalty: 3626.736572
	Iteration 82Q: 3 clusters Score -9321077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9321083.000000 Penalty: 3626.736572
	Iteration 83Q: 3 clusters Score -9321083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -9321101.000000 Penalty: 3626.736572
	Iteration 84Q: 3 clusters Score -9321101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -9321096.000000 Penalty: 3626.736572
	Iteration 85Q: 3 clusters Score -9321096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9321110.000000 Penalty: 3626.736572
	Iteration 86Q: 3 clusters Score -9321110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -9321109.000000 Penalty: 3626.736572
	Iteration 87Q: 3 clusters Score -9321109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9321119.000000 Penalty: 3626.736572
	Iteration 88Q: 3 clusters Score -9321119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -9321111.000000 Penalty: 3626.736572
	Iteration 89Q: 3 clusters Score -9321111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -9321117.000000 Penalty: 3626.736572
	Iteration 90Q: 3 clusters Score -9321117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -9321117.000000 Penalty: 3626.736572
	Iteration 91Q: 3 clusters Score -9321117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -9321117.000000 Penalty: 3626.736572
	Iteration 92Q: 3 clusters Score -9321117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -9321110.000000 Penalty: 3626.736572
	Iteration 93Q: 3 clusters Score -9321110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -9321107.000000 Penalty: 3626.736572
	Iteration 94Q: 3 clusters Score -9321107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -9321122.000000 Penalty: 3626.736572
	Iteration 95Q: 3 clusters Score -9321122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9321125.000000 Penalty: 3626.736572
	Iteration 96Q: 3 clusters Score -9321125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -9321133.000000 Penalty: 3626.736572
	Iteration 97Q: 3 clusters Score -9321133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -9321142.000000 Penalty: 3626.736572
	Iteration 98Q: 3 clusters Score -9321142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -9321142.000000 Penalty: 3626.736572
	Iteration 99Q: 3 clusters Score -9321142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -9321143.000000 Penalty: 3626.736572
	Iteration 100F: 3 clusters Score -9321143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -9321150.000000 Penalty: 3626.736572
	Iteration 101Q: 3 clusters Score -9321150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -9321148.000000 Penalty: 3626.736572
	Iteration 102Q: 3 clusters Score -9321148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -9321152.000000 Penalty: 3626.736572
	Iteration 103Q: 3 clusters Score -9321152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -9321142.000000 Penalty: 3626.736572
	Iteration 104Q: 3 clusters Score -9321142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -9321159.000000 Penalty: 3626.736572
	Iteration 105Q: 3 clusters Score -9321159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -9321168.000000 Penalty: 3626.736572
	Iteration 106Q: 3 clusters Score -9321168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -9321172.000000 Penalty: 3626.736572
	Iteration 107Q: 3 clusters Score -9321172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -9321178.000000 Penalty: 3626.736572
	Iteration 108Q: 3 clusters Score -9321178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -9321182.000000 Penalty: 3626.736572
	Iteration 109Q: 3 clusters Score -9321182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -9321189.000000 Penalty: 3626.736572
	Iteration 110Q: 3 clusters Score -9321189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -9321191.000000 Penalty: 3626.736572
	Iteration 111Q: 3 clusters Score -9321191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -9321194.000000 Penalty: 3626.736572
	Iteration 112Q: 3 clusters Score -9321194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -9321190.000000 Penalty: 3626.736572
	Iteration 113Q: 3 clusters Score -9321190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -9321194.000000 Penalty: 3626.736572
	Iteration 114Q: 3 clusters Score -9321194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -9321200.000000 Penalty: 3626.736572
	Iteration 115Q: 3 clusters Score -9321200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -9321207.000000 Penalty: 3626.736572
	Iteration 116Q: 3 clusters Score -9321207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -9321214.000000 Penalty: 3626.736572
	Iteration 117Q: 3 clusters Score -9321214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -9321216.000000 Penalty: 3626.736572
	Iteration 118Q: 3 clusters Score -9321216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -9321217.000000 Penalty: 3626.736572
	Iteration 119Q: 3 clusters Score -9321217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -9321228.000000 Penalty: 3626.736572
	Iteration 120F: 3 clusters Score -9321228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -9321213.000000 Penalty: 3626.736572
	Iteration 121Q: 3 clusters Score -9321213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9321221.000000 Penalty: 3626.736572
	Iteration 122Q: 3 clusters Score -9321221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9321220.000000 Penalty: 3626.736572
	Iteration 123Q: 3 clusters Score -9321220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -9321220.000000 Penalty: 3626.736572
	Iteration 124Q: 3 clusters Score -9321220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -9321233.000000 Penalty: 3626.736572
	Iteration 125Q: 3 clusters Score -9321233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9321233.000000 Penalty: 3626.736572
	Iteration 126Q: 3 clusters Score -9321233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9321229.000000 Penalty: 3626.736572
	Iteration 127Q: 3 clusters Score -9321229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -9321240.000000 Penalty: 3626.736572
	Iteration 128Q: 3 clusters Score -9321240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -9321258.000000 Penalty: 3626.736572
	Iteration 129Q: 3 clusters Score -9321258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9321261.000000 Penalty: 3626.736572
	Iteration 130Q: 3 clusters Score -9321261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -9321259.000000 Penalty: 3626.736572
	Iteration 131Q: 3 clusters Score -9321259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -9321257.000000 Penalty: 3626.736572
	Iteration 132Q: 3 clusters Score -9321257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9321262.000000 Penalty: 3626.736572
	Iteration 133Q: 3 clusters Score -9321262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -9321259.000000 Penalty: 3626.736572
	Iteration 134Q: 3 clusters Score -9321259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -9321267.000000 Penalty: 3626.736572
	Iteration 135Q: 3 clusters Score -9321267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -9321265.000000 Penalty: 3626.736572
	Iteration 136Q: 3 clusters Score -9321265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -9321272.000000 Penalty: 3626.736572
	Iteration 137Q: 3 clusters Score -9321272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -9321275.000000 Penalty: 3626.736572
	Iteration 138Q: 3 clusters Score -9321275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -9321277.000000 Penalty: 3626.736572
	Iteration 139Q: 3 clusters Score -9321277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -9321280.000000 Penalty: 3626.736572
	Iteration 140F: 3 clusters Score -9321280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -9321291.000000 Penalty: 3626.736572
	Iteration 141Q: 3 clusters Score -9321291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -9321286.000000 Penalty: 3626.736572
	Iteration 142Q: 3 clusters Score -9321286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -9321287.000000 Penalty: 3626.736572
	Iteration 143Q: 3 clusters Score -9321287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -9321291.000000 Penalty: 3626.736572
	Iteration 144Q: 3 clusters Score -9321291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -9321293.000000 Penalty: 3626.736572
	Iteration 145Q: 3 clusters Score -9321293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -9321297.000000 Penalty: 3626.736572
	Iteration 146Q: 3 clusters Score -9321297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -9321293.000000 Penalty: 3626.736572
	Iteration 147Q: 3 clusters Score -9321293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -9321292.000000 Penalty: 3626.736572
	Iteration 148Q: 3 clusters Score -9321292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -9321312.000000 Penalty: 3626.736572
	Iteration 149Q: 3 clusters Score -9321312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -9321300.000000 Penalty: 3626.736572
	Iteration 150Q: 3 clusters Score -9321300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -9321301.000000 Penalty: 3626.736572
	Iteration 151Q: 3 clusters Score -9321301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -9321317.000000 Penalty: 3626.736572
	Iteration 152Q: 3 clusters Score -9321317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -9321328.000000 Penalty: 3626.736572
	Iteration 153Q: 3 clusters Score -9321328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -9321328.000000 Penalty: 3626.736572
	Iteration 154Q: 3 clusters Score -9321328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -9321335.000000 Penalty: 3626.736572
	Iteration 155Q: 3 clusters Score -9321335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -9321329.000000 Penalty: 3626.736572
	Iteration 156Q: 3 clusters Score -9321329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -9321325.000000 Penalty: 3626.736572
	Iteration 157Q: 3 clusters Score -9321325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -9321321.000000 Penalty: 3626.736572
	Iteration 158Q: 3 clusters Score -9321321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -9321320.000000 Penalty: 3626.736572
	Iteration 159Q: 3 clusters Score -9321320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -9321323.000000 Penalty: 3626.736572
	Iteration 160F: 3 clusters Score -9321323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -9321316.000000 Penalty: 3626.736572
	Iteration 161Q: 3 clusters Score -9321316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -9321316.000000 Penalty: 3626.736572
	Iteration 162Q: 3 clusters Score -9321316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -9321316.000000 Penalty: 3626.736572
	Iteration 163F: 3 clusters Score -9321316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15554 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39267 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57069 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 86107 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54690 members 
Mstep: Class 45 contains 5496 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61963 members 
Mstep: Class 50 contains 70206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955032.000000 Penalty: 108896.726562
Iteration 439Q: 51 clusters Score -8.595503e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8881 members 
Mstep: Class 5 contains 11224 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 65082 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67886 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39431 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2464 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57048 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2769 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20507 members 
Mstep: Class 41 contains 86049 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54544 members 
Mstep: Class 45 contains 5483 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61943 members 
Mstep: Class 50 contains 70343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954840.000000 Penalty: 108896.726562
Iteration 440F: 51 clusters Score -8.595484e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 15596 members 
Mstep: Class 14 contains 65095 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67859 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30379 members 
Mstep: Class 27 contains 2397 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 39585 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 57023 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20502 members 
Mstep: Class 41 contains 85995 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54350 members 
Mstep: Class 45 contains 5473 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61908 members 
Mstep: Class 50 contains 70512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954720.000000 Penalty: 108896.726562
Iteration 441Q: 51 clusters Score -8.595472e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 15623 members 
Mstep: Class 14 contains 65090 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67837 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30375 members 
Mstep: Class 27 contains 2397 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 39754 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56988 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20500 members 
Mstep: Class 41 contains 85916 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54198 members 
Mstep: Class 45 contains 5469 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61851 members 
Mstep: Class 50 contains 70688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954816.000000 Penalty: 108896.726562
Iteration 442Q: 51 clusters Score -8.595482e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8901 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 15647 members 
Mstep: Class 14 contains 65082 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67809 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30369 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 39922 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56923 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20507 members 
Mstep: Class 41 contains 85839 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 54065 members 
Mstep: Class 45 contains 5449 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61783 members 
Mstep: Class 50 contains 70901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955000.000000 Penalty: 108896.726562
Iteration 443Q: 51 clusters Score -8.5955e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 13 contains 15667 members 
Mstep: Class 14 contains 65082 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67770 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30374 members 
Mstep: Class 27 contains 2397 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 40091 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56866 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2755 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20513 members 
Mstep: Class 41 contains 85779 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53914 members 
Mstep: Class 45 contains 5435 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61687 members 
Mstep: Class 50 contains 71117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955408.000000 Penalty: 108896.726562
Iteration 444Q: 51 clusters Score -8.595541e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 2656 members 
Mstep: Class 13 contains 15692 members 
Mstep: Class 14 contains 65137 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8970 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67726 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30372 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 40289 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56807 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20520 members 
Mstep: Class 41 contains 85693 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53803 members 
Mstep: Class 45 contains 5424 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61526 members 
Mstep: Class 50 contains 71322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955584.000000 Penalty: 108896.726562
Iteration 445Q: 51 clusters Score -8.595558e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 65140 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8969 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67689 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30367 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 40487 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56753 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20528 members 
Mstep: Class 41 contains 85582 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53680 members 
Mstep: Class 45 contains 5406 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61424 members 
Mstep: Class 50 contains 71543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955768.000000 Penalty: 108896.726562
Iteration 446Q: 51 clusters Score -8.595577e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 65106 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67660 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30370 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 40679 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56692 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20529 members 
Mstep: Class 41 contains 85453 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53583 members 
Mstep: Class 45 contains 5401 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61346 members 
Mstep: Class 50 contains 71769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85955864.000000 Penalty: 108896.726562
Iteration 447Q: 51 clusters Score -8.595586e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 65065 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8967 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67646 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30374 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 40841 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56620 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20529 members 
Mstep: Class 41 contains 85371 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53495 members 
Mstep: Class 45 contains 5401 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61260 members 
Mstep: Class 50 contains 72000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85956112.000000 Penalty: 108896.726562
Iteration 448Q: 51 clusters Score -8.595611e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8932 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 65008 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8968 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67608 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30362 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 41011 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56560 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20535 members 
Mstep: Class 41 contains 85299 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53437 members 
Mstep: Class 45 contains 5388 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 61158 members 
Mstep: Class 50 contains 72245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2163.465820 but Gain 2177.937500
Score: -85956304.000000 Penalty: 106718.789062
Iteration 449Q: 50 clusters Score -8.59563e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9008 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 64986 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67580 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 41198 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56494 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2723 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20539 members 
Mstep: Class 41 contains 85221 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 5758 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60995 members 
Mstep: Class 50 contains 73398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958056.000000 Penalty: 106718.789062
Iteration 450Q: 50 clusters Score -8.595806e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 11154 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 15782 members 
Mstep: Class 14 contains 64974 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67550 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30376 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 41401 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56385 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2691 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20543 members 
Mstep: Class 41 contains 85185 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53295 members 
Mstep: Class 45 contains 5867 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60892 members 
Mstep: Class 50 contains 73517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958256.000000 Penalty: 106718.789062
Iteration 451Q: 50 clusters Score -8.595826e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 11139 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 15789 members 
Mstep: Class 14 contains 64952 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67531 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30358 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 41606 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56303 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2661 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20554 members 
Mstep: Class 41 contains 85146 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53233 members 
Mstep: Class 45 contains 5960 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60777 members 
Mstep: Class 50 contains 73602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958296.000000 Penalty: 106718.789062
Iteration 452Q: 50 clusters Score -8.59583e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 11127 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 14 contains 64946 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67489 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30348 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56202 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2632 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 85103 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53145 members 
Mstep: Class 45 contains 6047 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60685 members 
Mstep: Class 50 contains 73691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958592.000000 Penalty: 106718.789062
Iteration 453Q: 50 clusters Score -8.595859e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 64898 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67448 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 42073 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56128 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2611 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20564 members 
Mstep: Class 41 contains 85020 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 53054 members 
Mstep: Class 45 contains 6124 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60647 members 
Mstep: Class 50 contains 73764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85958656.000000 Penalty: 106718.789062
Iteration 454Q: 50 clusters Score -8.595866e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8948 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 64825 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67411 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30331 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 42299 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 56046 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2589 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20571 members 
Mstep: Class 41 contains 84952 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52932 members 
Mstep: Class 45 contains 6206 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60627 members 
Mstep: Class 50 contains 73840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959000.000000 Penalty: 106718.789062
Iteration 455Q: 50 clusters Score -8.5959e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 11109 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 64769 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30331 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 42530 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55947 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20585 members 
Mstep: Class 41 contains 84868 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52803 members 
Mstep: Class 45 contains 6280 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60664 members 
Mstep: Class 50 contains 73906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959088.000000 Penalty: 106718.789062
Iteration 456Q: 50 clusters Score -8.595909e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 11090 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 14 contains 64719 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67316 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30323 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 42753 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55887 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2522 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20582 members 
Mstep: Class 41 contains 84766 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52652 members 
Mstep: Class 45 contains 6342 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60725 members 
Mstep: Class 50 contains 74001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959144.000000 Penalty: 106718.789062
Iteration 457Q: 50 clusters Score -8.595914e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 11074 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 64638 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67289 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30326 members 
Mstep: Class 27 contains 2416 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 42985 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55805 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2487 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20580 members 
Mstep: Class 41 contains 84644 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52542 members 
Mstep: Class 45 contains 6405 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60749 members 
Mstep: Class 50 contains 74131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959432.000000 Penalty: 106718.789062
Iteration 458Q: 50 clusters Score -8.595943e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 64612 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67247 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30325 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 43222 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55699 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2453 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20580 members 
Mstep: Class 41 contains 84540 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52438 members 
Mstep: Class 45 contains 6460 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60772 members 
Mstep: Class 50 contains 74217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959576.000000 Penalty: 106718.789062
Iteration 459Q: 50 clusters Score -8.595958e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 64578 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8967 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67226 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30313 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 43459 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55618 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2416 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20580 members 
Mstep: Class 41 contains 84408 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52343 members 
Mstep: Class 45 contains 6515 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60810 members 
Mstep: Class 50 contains 74286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85959656.000000 Penalty: 106718.789062
Iteration 460F: 50 clusters Score -8.595966e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 11025 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 15866 members 
Mstep: Class 14 contains 64549 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67203 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30297 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 43694 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55565 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2375 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20587 members 
Mstep: Class 41 contains 84285 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52239 members 
Mstep: Class 45 contains 6587 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60810 members 
Mstep: Class 50 contains 74361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960040.000000 Penalty: 106718.789062
Iteration 461Q: 50 clusters Score -8.596004e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 15854 members 
Mstep: Class 14 contains 64516 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67179 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30288 members 
Mstep: Class 27 contains 2436 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 43927 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55485 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2346 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20595 members 
Mstep: Class 41 contains 84181 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52140 members 
Mstep: Class 45 contains 6653 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60805 members 
Mstep: Class 50 contains 74440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960112.000000 Penalty: 106718.789062
Iteration 462Q: 50 clusters Score -8.596011e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 11009 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 64488 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67169 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30282 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 44156 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55399 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2321 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20605 members 
Mstep: Class 41 contains 84052 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 52028 members 
Mstep: Class 45 contains 6720 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60798 members 
Mstep: Class 50 contains 74537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960312.000000 Penalty: 106718.789062
Iteration 463Q: 50 clusters Score -8.596031e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 11004 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 64476 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67144 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30282 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 44341 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55297 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2303 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20607 members 
Mstep: Class 41 contains 83963 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51903 members 
Mstep: Class 45 contains 6773 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60752 members 
Mstep: Class 50 contains 74697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960432.000000 Penalty: 106718.789062
Iteration 464Q: 50 clusters Score -8.596043e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 10993 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 64468 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67107 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 2444 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 44514 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55226 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20615 members 
Mstep: Class 41 contains 83871 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51771 members 
Mstep: Class 45 contains 6838 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60688 members 
Mstep: Class 50 contains 74858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960520.000000 Penalty: 106718.789062
Iteration 465Q: 50 clusters Score -8.596052e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 10986 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10113 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 64439 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67075 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30296 members 
Mstep: Class 27 contains 2454 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 44696 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55126 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20628 members 
Mstep: Class 41 contains 83804 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51665 members 
Mstep: Class 45 contains 6887 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60610 members 
Mstep: Class 50 contains 75046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960584.000000 Penalty: 106718.789062
Iteration 466Q: 50 clusters Score -8.596058e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 2889 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 64412 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67054 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30300 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 44907 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 55053 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2262 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20645 members 
Mstep: Class 41 contains 83703 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51563 members 
Mstep: Class 45 contains 6936 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60477 members 
Mstep: Class 50 contains 75251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85960552.000000 Penalty: 106718.789062
Iteration 467Q: 50 clusters Score -8.596055e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8960 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 64420 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 67010 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30306 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 45128 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54959 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2252 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20657 members 
Mstep: Class 41 contains 83619 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51451 members 
Mstep: Class 45 contains 6983 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60364 members 
Mstep: Class 50 contains 75419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961008.000000 Penalty: 106718.789062
Iteration 468Q: 50 clusters Score -8.596101e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8955 members 
Mstep: Class 5 contains 10964 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10089 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 64467 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8949 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66962 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30308 members 
Mstep: Class 27 contains 2471 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 45296 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54918 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2244 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20658 members 
Mstep: Class 41 contains 83517 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51337 members 
Mstep: Class 45 contains 7038 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60221 members 
Mstep: Class 50 contains 75602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961184.000000 Penalty: 106718.789062
Iteration 469Q: 50 clusters Score -8.596118e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 10941 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 64492 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30303 members 
Mstep: Class 27 contains 2478 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 45476 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54829 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2222 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20667 members 
Mstep: Class 41 contains 83445 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51203 members 
Mstep: Class 45 contains 7102 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 60078 members 
Mstep: Class 50 contains 75849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961368.000000 Penalty: 106718.789062
Iteration 470Q: 50 clusters Score -8.596137e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8968 members 
Mstep: Class 5 contains 10914 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 14 contains 64537 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66875 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30306 members 
Mstep: Class 27 contains 2478 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 45655 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54738 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20670 members 
Mstep: Class 41 contains 83382 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 51059 members 
Mstep: Class 45 contains 7188 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59904 members 
Mstep: Class 50 contains 76089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961472.000000 Penalty: 106718.789062
Iteration 471Q: 50 clusters Score -8.596147e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 10895 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 64593 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66832 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30305 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 45852 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54636 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2177 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20668 members 
Mstep: Class 41 contains 83330 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50857 members 
Mstep: Class 45 contains 7252 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59757 members 
Mstep: Class 50 contains 76331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961608.000000 Penalty: 106718.789062
Iteration 472Q: 50 clusters Score -8.596161e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 10876 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 64643 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8939 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66787 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30307 members 
Mstep: Class 27 contains 2479 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 46035 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54525 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2160 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20667 members 
Mstep: Class 41 contains 83278 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50657 members 
Mstep: Class 45 contains 7299 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59661 members 
Mstep: Class 50 contains 76544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961568.000000 Penalty: 106718.789062
Iteration 473Q: 50 clusters Score -8.596157e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 10853 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 64667 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66765 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30313 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 46232 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54387 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2151 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20666 members 
Mstep: Class 41 contains 83216 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50498 members 
Mstep: Class 45 contains 7329 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59601 members 
Mstep: Class 50 contains 76730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961864.000000 Penalty: 106718.789062
Iteration 474Q: 50 clusters Score -8.596186e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 10844 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 64664 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66733 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 46468 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54246 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2142 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20661 members 
Mstep: Class 41 contains 83127 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50317 members 
Mstep: Class 45 contains 7348 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59541 members 
Mstep: Class 50 contains 76980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85961992.000000 Penalty: 106718.789062
Iteration 475Q: 50 clusters Score -8.596199e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 10824 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 14 contains 64637 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66695 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30305 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 46713 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54142 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2136 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20659 members 
Mstep: Class 41 contains 83013 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 50080 members 
Mstep: Class 45 contains 7370 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59511 members 
Mstep: Class 50 contains 77275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962128.000000 Penalty: 106718.789062
Iteration 476Q: 50 clusters Score -8.596213e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 5 contains 10801 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 14 contains 64647 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66670 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30299 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 46922 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 54054 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2123 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20648 members 
Mstep: Class 41 contains 82897 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49846 members 
Mstep: Class 45 contains 7393 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59509 members 
Mstep: Class 50 contains 77527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962376.000000 Penalty: 106718.789062
Iteration 477Q: 50 clusters Score -8.596238e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 10771 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 64628 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66631 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30294 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47120 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53960 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2116 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20653 members 
Mstep: Class 41 contains 82783 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49654 members 
Mstep: Class 45 contains 7401 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59549 members 
Mstep: Class 50 contains 77741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962400.000000 Penalty: 106718.789062
Iteration 478Q: 50 clusters Score -8.59624e+07 nChanged 2062
Entering ConstructFrom: 
Score: -85962400.000000 Penalty: 106718.789062
Entering ConstructFrom: 
Trying to split cluster 1 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -98535.890625 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -98535.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97286.750000 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -97286.75 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97538.359375 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -97538.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97626.664062 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -97626.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97691.421875 Penalty: 2170.869873
	Iteration 3F: 3 clusters Score -97691.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97728.289062 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -97728.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97760.867188 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -97760.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97781.835938 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -97781.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97820.312500 Penalty: 2170.869873
	Iteration 7Q: 3 clusters Score -97820.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97859.117188 Penalty: 2170.869873
	Iteration 8Q: 3 clusters Score -97859.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97898.640625 Penalty: 2170.869873
	Iteration 9Q: 3 clusters Score -97898.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97928.703125 Penalty: 2170.869873
	Iteration 10Q: 3 clusters Score -97928.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97942.742188 Penalty: 2170.869873
	Iteration 11Q: 3 clusters Score -97942.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97955.734375 Penalty: 2170.869873
	Iteration 12Q: 3 clusters Score -97955.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97959.250000 Penalty: 2170.869873
	Iteration 13Q: 3 clusters Score -97959.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97964.148438 Penalty: 2170.869873
	Iteration 14Q: 3 clusters Score -97964.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97965.328125 Penalty: 2170.869873
	Iteration 15Q: 3 clusters Score -97965.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97965.328125 Penalty: 2170.869873
	Iteration 16F: 3 clusters Score -97965.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -73308.351562 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -73308.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72184.156250 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -72184.16 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72485.304688 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -72485.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72592.671875 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -72592.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72705.007812 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -72705.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72740.835938 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -72740.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72770.671875 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -72770.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72807.757812 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -72807.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72825.609375 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -72825.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72843.062500 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -72843.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72856.906250 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -72856.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72869.085938 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -72869.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72870.328125 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -72870.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72870.328125 Penalty: 2087.555176
	Iteration 12F: 3 clusters Score -72870.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -90051.226562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -90051.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88799.562500 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -88799.56 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89125.484375 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -89125.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89288.179688 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -89288.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89474.359375 Penalty: 2154.972168
	Iteration 3F: 3 clusters Score -89474.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89610.406250 Penalty: 2154.972168
	Iteration 4F: 3 clusters Score -89610.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89689.921875 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -89689.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89729.351562 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -89729.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89766.898438 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -89766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -89796.375000 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -89796.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89835.898438 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -89835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89895.179688 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -89895.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89951.718750 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -89951.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90008.703125 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -90008.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90056.843750 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -90056.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90100.812500 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -90100.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90118.289062 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -90118.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90131.492188 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -90131.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90151.750000 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -90151.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90172.937500 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -90172.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90185.320312 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -90185.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90186.343750 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -90186.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90193.414062 Penalty: 2154.972168
	Iteration 21Q: 3 clusters Score -90193.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90196.453125 Penalty: 2154.972168
	Iteration 22Q: 3 clusters Score -90196.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90196.453125 Penalty: 2154.972168
	Iteration 23F: 3 clusters Score -90196.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 381 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85961728.000000 Penalty: 108896.726562
Splitting cluster 3 changes total score from -85962400.000000 to -85961728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Entering Unmasked Estep 
Score: -1112820.250000 Penalty: 1481.283447
	Iteration 0F: 2 clusters Score -1112820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1106286.250000 Penalty: 2962.566895
	Iteration 0F: 3 clusters Score -1106286 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1108715.000000 Penalty: 2962.566895
	Iteration 1F: 3 clusters Score -1108715 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1109236.250000 Penalty: 2962.566895
	Iteration 2F: 3 clusters Score -1109236 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1109813.375000 Penalty: 2962.566895
	Iteration 3F: 3 clusters Score -1109813 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1110364.250000 Penalty: 2962.566895
	Iteration 4F: 3 clusters Score -1110364 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1110740.750000 Penalty: 2962.566895
	Iteration 5F: 3 clusters Score -1110741 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1111009.125000 Penalty: 2962.566895
	Iteration 6Q: 3 clusters Score -1111009 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1111193.250000 Penalty: 2962.566895
	Iteration 7Q: 3 clusters Score -1111193 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1111321.125000 Penalty: 2962.566895
	Iteration 8Q: 3 clusters Score -1111321 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1111403.500000 Penalty: 2962.566895
	Iteration 9Q: 3 clusters Score -1111404 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1111468.500000 Penalty: 2962.566895
	Iteration 10Q: 3 clusters Score -1111468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1111524.125000 Penalty: 2962.566895
	Iteration 11Q: 3 clusters Score -1111524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1111578.000000 Penalty: 2962.566895
	Iteration 12Q: 3 clusters Score -1111578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1111621.375000 Penalty: 2962.566895
	Iteration 13Q: 3 clusters Score -1111621 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1111663.000000 Penalty: 2962.566895
	Iteration 14Q: 3 clusters Score -1111663 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1111694.750000 Penalty: 2962.566895
	Iteration 15Q: 3 clusters Score -1111695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1111717.500000 Penalty: 2962.566895
	Iteration 16Q: 3 clusters Score -1111718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1111738.375000 Penalty: 2962.566895
	Iteration 17Q: 3 clusters Score -1111738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1111766.750000 Penalty: 2962.566895
	Iteration 18Q: 3 clusters Score -1111767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1111788.625000 Penalty: 2962.566895
	Iteration 19Q: 3 clusters Score -1111789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1111809.000000 Penalty: 2962.566895
	Iteration 20F: 3 clusters Score -1111809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1111828.250000 Penalty: 2962.566895
	Iteration 21Q: 3 clusters Score -1111828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1111845.750000 Penalty: 2962.566895
	Iteration 22Q: 3 clusters Score -1111846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1111866.625000 Penalty: 2962.566895
	Iteration 23Q: 3 clusters Score -1111867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1111891.000000 Penalty: 2962.566895
	Iteration 24Q: 3 clusters Score -1111891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1111902.125000 Penalty: 2962.566895
	Iteration 25Q: 3 clusters Score -1111902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1111914.250000 Penalty: 2962.566895
	Iteration 26Q: 3 clusters Score -1111914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1111930.375000 Penalty: 2962.566895
	Iteration 27Q: 3 clusters Score -1111930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1111939.750000 Penalty: 2962.566895
	Iteration 28Q: 3 clusters Score -1111940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1111952.625000 Penalty: 2962.566895
	Iteration 29Q: 3 clusters Score -1111953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1111962.625000 Penalty: 2962.566895
	Iteration 30Q: 3 clusters Score -1111963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1111972.875000 Penalty: 2962.566895
	Iteration 31Q: 3 clusters Score -1111973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1111981.250000 Penalty: 2962.566895
	Iteration 32Q: 3 clusters Score -1111981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1111984.625000 Penalty: 2962.566895
	Iteration 33Q: 3 clusters Score -1111985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1111987.250000 Penalty: 2962.566895
	Iteration 34Q: 3 clusters Score -1111987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1111990.750000 Penalty: 2962.566895
	Iteration 35Q: 3 clusters Score -1111991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1111994.125000 Penalty: 2962.566895
	Iteration 36Q: 3 clusters Score -1111994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1111995.875000 Penalty: 2962.566895
	Iteration 37Q: 3 clusters Score -1111996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1112000.500000 Penalty: 2962.566895
	Iteration 38Q: 3 clusters Score -1112000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1112007.750000 Penalty: 2962.566895
	Iteration 39Q: 3 clusters Score -1112008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1112012.875000 Penalty: 2962.566895
	Iteration 40F: 3 clusters Score -1112013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1112019.625000 Penalty: 2962.566895
	Iteration 41Q: 3 clusters Score -1112020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1112030.375000 Penalty: 2962.566895
	Iteration 42Q: 3 clusters Score -1112030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1112033.375000 Penalty: 2962.566895
	Iteration 43Q: 3 clusters Score -1112033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1112040.875000 Penalty: 2962.566895
	Iteration 44Q: 3 clusters Score -1112041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1112052.750000 Penalty: 2962.566895
	Iteration 45Q: 3 clusters Score -1112053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1112058.750000 Penalty: 2962.566895
	Iteration 46Q: 3 clusters Score -1112059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1112061.875000 Penalty: 2962.566895
	Iteration 47Q: 3 clusters Score -1112062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1112064.375000 Penalty: 2962.566895
	Iteration 48Q: 3 clusters Score -1112064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1112066.625000 Penalty: 2962.566895
	Iteration 49Q: 3 clusters Score -1112067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1112070.375000 Penalty: 2962.566895
	Iteration 50Q: 3 clusters Score -1112070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1112071.000000 Penalty: 2962.566895
	Iteration 51Q: 3 clusters Score -1112071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1112074.250000 Penalty: 2962.566895
	Iteration 52Q: 3 clusters Score -1112074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1112078.875000 Penalty: 2962.566895
	Iteration 53Q: 3 clusters Score -1112079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1112077.250000 Penalty: 2962.566895
	Iteration 54Q: 3 clusters Score -1112077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1112079.125000 Penalty: 2962.566895
	Iteration 55Q: 3 clusters Score -1112079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1112081.375000 Penalty: 2962.566895
	Iteration 56Q: 3 clusters Score -1112081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1112082.250000 Penalty: 2962.566895
	Iteration 57Q: 3 clusters Score -1112082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1112085.750000 Penalty: 2962.566895
	Iteration 58Q: 3 clusters Score -1112086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1112086.625000 Penalty: 2962.566895
	Iteration 59Q: 3 clusters Score -1112087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1112087.375000 Penalty: 2962.566895
	Iteration 60F: 3 clusters Score -1112087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1112090.750000 Penalty: 2962.566895
	Iteration 61Q: 3 clusters Score -1112091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1112093.500000 Penalty: 2962.566895
	Iteration 62Q: 3 clusters Score -1112094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1112098.375000 Penalty: 2962.566895
	Iteration 63Q: 3 clusters Score -1112098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1112100.375000 Penalty: 2962.566895
	Iteration 64Q: 3 clusters Score -1112100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1112100.125000 Penalty: 2962.566895
	Iteration 65Q: 3 clusters Score -1112100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1112100.500000 Penalty: 2962.566895
	Iteration 66Q: 3 clusters Score -1112100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1112103.000000 Penalty: 2962.566895
	Iteration 67Q: 3 clusters Score -1112103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1112100.500000 Penalty: 2962.566895
	Iteration 68Q: 3 clusters Score -1112100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1112100.125000 Penalty: 2962.566895
	Iteration 69Q: 3 clusters Score -1112100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1112101.625000 Penalty: 2962.566895
	Iteration 70Q: 3 clusters Score -1112102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1112101.375000 Penalty: 2962.566895
	Iteration 71Q: 3 clusters Score -1112101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1112102.625000 Penalty: 2962.566895
	Iteration 72Q: 3 clusters Score -1112103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1112103.625000 Penalty: 2962.566895
	Iteration 73Q: 3 clusters Score -1112104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1112103.625000 Penalty: 2962.566895
	Iteration 74F: 3 clusters Score -1112104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -1380577.625000 Penalty: 1508.387085
	Iteration 0F: 2 clusters Score -1380578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1372960.250000 Penalty: 3016.774170
	Iteration 0F: 3 clusters Score -1372960 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1375507.000000 Penalty: 3016.774170
	Iteration 1F: 3 clusters Score -1375507 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1375741.875000 Penalty: 3016.774170
	Iteration 2F: 3 clusters Score -1375742 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1375984.625000 Penalty: 3016.774170
	Iteration 3Q: 3 clusters Score -1375985 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1376219.125000 Penalty: 3016.774170
	Iteration 4Q: 3 clusters Score -1376219 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1376501.125000 Penalty: 3016.774170
	Iteration 5Q: 3 clusters Score -1376501 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1376847.125000 Penalty: 3016.774170
	Iteration 6Q: 3 clusters Score -1376847 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1377216.125000 Penalty: 3016.774170
	Iteration 7F: 3 clusters Score -1377216 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1377554.875000 Penalty: 3016.774170
	Iteration 8Q: 3 clusters Score -1377555 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1377826.875000 Penalty: 3016.774170
	Iteration 9Q: 3 clusters Score -1377827 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1378024.000000 Penalty: 3016.774170
	Iteration 10Q: 3 clusters Score -1378024 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1378143.750000 Penalty: 3016.774170
	Iteration 11Q: 3 clusters Score -1378144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1378231.500000 Penalty: 3016.774170
	Iteration 12Q: 3 clusters Score -1378232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1378306.750000 Penalty: 3016.774170
	Iteration 13Q: 3 clusters Score -1378307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1378351.875000 Penalty: 3016.774170
	Iteration 14Q: 3 clusters Score -1378352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1378392.125000 Penalty: 3016.774170
	Iteration 15Q: 3 clusters Score -1378392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1378429.125000 Penalty: 3016.774170
	Iteration 16Q: 3 clusters Score -1378429 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1378469.000000 Penalty: 3016.774170
	Iteration 17Q: 3 clusters Score -1378469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1378519.125000 Penalty: 3016.774170
	Iteration 18Q: 3 clusters Score -1378519 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1378571.000000 Penalty: 3016.774170
	Iteration 19Q: 3 clusters Score -1378571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1378636.375000 Penalty: 3016.774170
	Iteration 20F: 3 clusters Score -1378636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1378690.000000 Penalty: 3016.774170
	Iteration 21Q: 3 clusters Score -1378690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1378741.750000 Penalty: 3016.774170
	Iteration 22Q: 3 clusters Score -1378742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1378790.625000 Penalty: 3016.774170
	Iteration 23Q: 3 clusters Score -1378791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1378831.375000 Penalty: 3016.774170
	Iteration 24Q: 3 clusters Score -1378831 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1378871.875000 Penalty: 3016.774170
	Iteration 25Q: 3 clusters Score -1378872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1378914.000000 Penalty: 3016.774170
	Iteration 26Q: 3 clusters Score -1378914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1378936.625000 Penalty: 3016.774170
	Iteration 27Q: 3 clusters Score -1378937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1378971.750000 Penalty: 3016.774170
	Iteration 28Q: 3 clusters Score -1378972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1379005.750000 Penalty: 3016.774170
	Iteration 29Q: 3 clusters Score -1379006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1379047.750000 Penalty: 3016.774170
	Iteration 30Q: 3 clusters Score -1379048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1379080.375000 Penalty: 3016.774170
	Iteration 31Q: 3 clusters Score -1379080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1379122.375000 Penalty: 3016.774170
	Iteration 32Q: 3 clusters Score -1379122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1379151.750000 Penalty: 3016.774170
	Iteration 33Q: 3 clusters Score -1379152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1379174.750000 Penalty: 3016.774170
	Iteration 34Q: 3 clusters Score -1379175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1379201.250000 Penalty: 3016.774170
	Iteration 35Q: 3 clusters Score -1379201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1379229.125000 Penalty: 3016.774170
	Iteration 36Q: 3 clusters Score -1379229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1379245.625000 Penalty: 3016.774170
	Iteration 37Q: 3 clusters Score -1379246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1379259.250000 Penalty: 3016.774170
	Iteration 38Q: 3 clusters Score -1379259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1379280.000000 Penalty: 3016.774170
	Iteration 39Q: 3 clusters Score -1379280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1379289.000000 Penalty: 3016.774170
	Iteration 40F: 3 clusters Score -1379289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1379297.875000 Penalty: 3016.774170
	Iteration 41Q: 3 clusters Score -1379298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1379306.375000 Penalty: 3016.774170
	Iteration 42Q: 3 clusters Score -1379306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1379315.750000 Penalty: 3016.774170
	Iteration 43Q: 3 clusters Score -1379316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1379317.750000 Penalty: 3016.774170
	Iteration 44Q: 3 clusters Score -1379318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1379322.750000 Penalty: 3016.774170
	Iteration 45Q: 3 clusters Score -1379323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1379322.125000 Penalty: 3016.774170
	Iteration 46Q: 3 clusters Score -1379322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1379325.750000 Penalty: 3016.774170
	Iteration 47Q: 3 clusters Score -1379326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1379325.500000 Penalty: 3016.774170
	Iteration 48Q: 3 clusters Score -1379326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1379330.875000 Penalty: 3016.774170
	Iteration 49Q: 3 clusters Score -1379331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1379334.375000 Penalty: 3016.774170
	Iteration 50Q: 3 clusters Score -1379334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1379336.375000 Penalty: 3016.774170
	Iteration 51Q: 3 clusters Score -1379336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1379339.375000 Penalty: 3016.774170
	Iteration 52Q: 3 clusters Score -1379339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1379337.375000 Penalty: 3016.774170
	Iteration 53Q: 3 clusters Score -1379337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1379336.750000 Penalty: 3016.774170
	Iteration 54Q: 3 clusters Score -1379337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1379340.500000 Penalty: 3016.774170
	Iteration 55Q: 3 clusters Score -1379340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1379342.250000 Penalty: 3016.774170
	Iteration 56Q: 3 clusters Score -1379342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1379342.375000 Penalty: 3016.774170
	Iteration 57Q: 3 clusters Score -1379342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1379341.375000 Penalty: 3016.774170
	Iteration 58Q: 3 clusters Score -1379341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1379341.625000 Penalty: 3016.774170
	Iteration 59Q: 3 clusters Score -1379342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1379340.750000 Penalty: 3016.774170
	Iteration 60F: 3 clusters Score -1379341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1379342.500000 Penalty: 3016.774170
	Iteration 61Q: 3 clusters Score -1379342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1379341.375000 Penalty: 3016.774170
	Iteration 62Q: 3 clusters Score -1379341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1379345.125000 Penalty: 3016.774170
	Iteration 63Q: 3 clusters Score -1379345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1379344.500000 Penalty: 3016.774170
	Iteration 64Q: 3 clusters Score -1379344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1379345.125000 Penalty: 3016.774170
	Iteration 65Q: 3 clusters Score -1379345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1379345.125000 Penalty: 3016.774170
	Iteration 66F: 3 clusters Score -1379345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -73551.265625 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -73551.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72402.781250 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -72402.78 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72617.531250 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -72617.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72716.367188 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -72716.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72775.304688 Penalty: 2089.134277
	Iteration 3F: 3 clusters Score -72775.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72806.351562 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -72806.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72854.804688 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -72854.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72888.265625 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -72888.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72917.593750 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -72917.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72958.046875 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -72958.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72983.281250 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -72983.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73000.039062 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -73000.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73012.445312 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -73012.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73025.492188 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -73025.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73032.867188 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -73032.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73036.343750 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -73036.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73040.773438 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -73040.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73044.851562 Penalty: 2089.134277
	Iteration 16Q: 3 clusters Score -73044.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73048.968750 Penalty: 2089.134277
	Iteration 17Q: 3 clusters Score -73048.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73048.968750 Penalty: 2089.134277
	Iteration 18F: 3 clusters Score -73048.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -21088.312500 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -21088.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20384.656250 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -20384.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20446.359375 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -20446.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20461.250000 Penalty: 1659.432373
	Iteration 2Q: 3 clusters Score -20461.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20466.068359 Penalty: 1659.432373
	Iteration 3Q: 3 clusters Score -20466.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20472.179688 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -20472.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20472.179688 Penalty: 1659.432373
	Iteration 5F: 3 clusters Score -20472.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -45248.445312 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -45248.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44355.933594 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -44355.93 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44565.867188 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -44565.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44657.601562 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -44657.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44710.523438 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -44710.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44743.878906 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -44743.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44771.777344 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -44771.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44777.480469 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -44777.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44790.156250 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -44790.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44795.203125 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -44795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44796.226562 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -44796.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44796.226562 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -44796.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63594.285156 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63594.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62485.972656 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62485.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62776.050781 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -62776.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62917.164062 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -62917.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63052.523438 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -63052.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63147.863281 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -63147.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63191.238281 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -63191.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63205.589844 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -63205.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63223.832031 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -63223.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63239.871094 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -63239.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63250.746094 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -63250.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63253.460938 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -63253.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63254.386719 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -63254.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63254.386719 Penalty: 2085.437988
	Iteration 12F: 3 clusters Score -63254.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -17442.423828 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -17442.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16722.974609 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -16722.97 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17181.996094 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -17182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17366.585938 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -17366.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17555.291016 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -17555.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17589.068359 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -17589.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17612.121094 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -17612.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17625.005859 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -17625.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17626.660156 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -17626.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17628.650391 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -17628.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17628.650391 Penalty: 1934.804077
	Iteration 9F: 3 clusters Score -17628.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85961664.000000 Penalty: 108896.726562
Splitting cluster 10 changes total score from -85962400.000000 to -85961664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1295589.875000 Penalty: 1498.216675
	Iteration 0F: 2 clusters Score -1295590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1288393.875000 Penalty: 2996.433350
	Iteration 0F: 3 clusters Score -1288394 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1290911.625000 Penalty: 2996.433350
	Iteration 1F: 3 clusters Score -1290912 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1291336.625000 Penalty: 2996.433350
	Iteration 2F: 3 clusters Score -1291337 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1291777.875000 Penalty: 2996.433350
	Iteration 3F: 3 clusters Score -1291778 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1292288.750000 Penalty: 2996.433350
	Iteration 4F: 3 clusters Score -1292289 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1292859.500000 Penalty: 2996.433350
	Iteration 5F: 3 clusters Score -1292860 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1293362.375000 Penalty: 2996.433350
	Iteration 6F: 3 clusters Score -1293362 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1293761.625000 Penalty: 2996.433350
	Iteration 7Q: 3 clusters Score -1293762 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1294053.000000 Penalty: 2996.433350
	Iteration 8Q: 3 clusters Score -1294053 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1294306.125000 Penalty: 2996.433350
	Iteration 9Q: 3 clusters Score -1294306 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1294511.125000 Penalty: 2996.433350
	Iteration 10Q: 3 clusters Score -1294511 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1294699.250000 Penalty: 2996.433350
	Iteration 11Q: 3 clusters Score -1294699 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1294881.500000 Penalty: 2996.433350
	Iteration 12Q: 3 clusters Score -1294882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1295023.250000 Penalty: 2996.433350
	Iteration 13Q: 3 clusters Score -1295023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1295139.625000 Penalty: 2996.433350
	Iteration 14Q: 3 clusters Score -1295140 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1295203.000000 Penalty: 2996.433350
	Iteration 15Q: 3 clusters Score -1295203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1295221.375000 Penalty: 2996.433350
	Iteration 16Q: 3 clusters Score -1295221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1295231.375000 Penalty: 2996.433350
	Iteration 17Q: 3 clusters Score -1295231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1295232.500000 Penalty: 2996.433350
	Iteration 18Q: 3 clusters Score -1295232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1295236.750000 Penalty: 2996.433350
	Iteration 19Q: 3 clusters Score -1295237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1295242.125000 Penalty: 2996.433350
	Iteration 20F: 3 clusters Score -1295242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1295245.750000 Penalty: 2996.433350
	Iteration 21Q: 3 clusters Score -1295246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1295250.375000 Penalty: 2996.433350
	Iteration 22Q: 3 clusters Score -1295250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1295255.625000 Penalty: 2996.433350
	Iteration 23Q: 3 clusters Score -1295256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1295255.125000 Penalty: 2996.433350
	Iteration 24Q: 3 clusters Score -1295255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1295260.250000 Penalty: 2996.433350
	Iteration 25Q: 3 clusters Score -1295260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1295265.000000 Penalty: 2996.433350
	Iteration 26Q: 3 clusters Score -1295265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1295263.875000 Penalty: 2996.433350
	Iteration 27Q: 3 clusters Score -1295264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1295270.500000 Penalty: 2996.433350
	Iteration 28Q: 3 clusters Score -1295270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1295271.250000 Penalty: 2996.433350
	Iteration 29Q: 3 clusters Score -1295271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1295274.625000 Penalty: 2996.433350
	Iteration 30Q: 3 clusters Score -1295275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1295277.875000 Penalty: 2996.433350
	Iteration 31Q: 3 clusters Score -1295278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1295277.875000 Penalty: 2996.433350
	Iteration 32Q: 3 clusters Score -1295278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1295279.375000 Penalty: 2996.433350
	Iteration 33Q: 3 clusters Score -1295279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1295278.750000 Penalty: 2996.433350
	Iteration 34Q: 3 clusters Score -1295279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1295281.250000 Penalty: 2996.433350
	Iteration 35Q: 3 clusters Score -1295281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1295280.000000 Penalty: 2996.433350
	Iteration 36Q: 3 clusters Score -1295280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1295280.000000 Penalty: 2996.433350
	Iteration 37F: 3 clusters Score -1295280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -410466.593750 Penalty: 1304.411865
	Iteration 0F: 2 clusters Score -410466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -407715.718750 Penalty: 2608.823730
	Iteration 0F: 3 clusters Score -407715.7 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -408319.468750 Penalty: 2608.823730
	Iteration 1F: 3 clusters Score -408319.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -408441.187500 Penalty: 2608.823730
	Iteration 2F: 3 clusters Score -408441.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -408521.687500 Penalty: 2608.823730
	Iteration 3F: 3 clusters Score -408521.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -408579.312500 Penalty: 2608.823730
	Iteration 4Q: 3 clusters Score -408579.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408624.812500 Penalty: 2608.823730
	Iteration 5Q: 3 clusters Score -408624.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -408659.468750 Penalty: 2608.823730
	Iteration 6Q: 3 clusters Score -408659.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -408682.250000 Penalty: 2608.823730
	Iteration 7Q: 3 clusters Score -408682.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -408703.406250 Penalty: 2608.823730
	Iteration 8Q: 3 clusters Score -408703.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -408720.156250 Penalty: 2608.823730
	Iteration 9Q: 3 clusters Score -408720.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -408732.000000 Penalty: 2608.823730
	Iteration 10Q: 3 clusters Score -408732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -408742.625000 Penalty: 2608.823730
	Iteration 11Q: 3 clusters Score -408742.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -408753.906250 Penalty: 2608.823730
	Iteration 12Q: 3 clusters Score -408753.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -408762.281250 Penalty: 2608.823730
	Iteration 13Q: 3 clusters Score -408762.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -408771.218750 Penalty: 2608.823730
	Iteration 14Q: 3 clusters Score -408771.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -408777.000000 Penalty: 2608.823730
	Iteration 15Q: 3 clusters Score -408777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -408779.812500 Penalty: 2608.823730
	Iteration 16Q: 3 clusters Score -408779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -408785.593750 Penalty: 2608.823730
	Iteration 17Q: 3 clusters Score -408785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -408792.687500 Penalty: 2608.823730
	Iteration 18Q: 3 clusters Score -408792.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -408803.656250 Penalty: 2608.823730
	Iteration 19Q: 3 clusters Score -408803.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -408816.031250 Penalty: 2608.823730
	Iteration 20F: 3 clusters Score -408816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -408822.750000 Penalty: 2608.823730
	Iteration 21Q: 3 clusters Score -408822.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -408831.968750 Penalty: 2608.823730
	Iteration 22Q: 3 clusters Score -408832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -408841.093750 Penalty: 2608.823730
	Iteration 23Q: 3 clusters Score -408841.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -408851.312500 Penalty: 2608.823730
	Iteration 24Q: 3 clusters Score -408851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -408857.562500 Penalty: 2608.823730
	Iteration 25Q: 3 clusters Score -408857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -408859.937500 Penalty: 2608.823730
	Iteration 26Q: 3 clusters Score -408859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -408863.750000 Penalty: 2608.823730
	Iteration 27Q: 3 clusters Score -408863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -408866.875000 Penalty: 2608.823730
	Iteration 28Q: 3 clusters Score -408866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -408868.625000 Penalty: 2608.823730
	Iteration 29Q: 3 clusters Score -408868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -408871.843750 Penalty: 2608.823730
	Iteration 30Q: 3 clusters Score -408871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -408874.218750 Penalty: 2608.823730
	Iteration 31Q: 3 clusters Score -408874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -408875.500000 Penalty: 2608.823730
	Iteration 32Q: 3 clusters Score -408875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -408876.906250 Penalty: 2608.823730
	Iteration 33Q: 3 clusters Score -408876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408878.437500 Penalty: 2608.823730
	Iteration 34Q: 3 clusters Score -408878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -408881.937500 Penalty: 2608.823730
	Iteration 35Q: 3 clusters Score -408881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -408885.562500 Penalty: 2608.823730
	Iteration 36Q: 3 clusters Score -408885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408887.750000 Penalty: 2608.823730
	Iteration 37Q: 3 clusters Score -408887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -408893.875000 Penalty: 2608.823730
	Iteration 38Q: 3 clusters Score -408893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -408897.406250 Penalty: 2608.823730
	Iteration 39Q: 3 clusters Score -408897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -408902.218750 Penalty: 2608.823730
	Iteration 40F: 3 clusters Score -408902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -408906.312500 Penalty: 2608.823730
	Iteration 41Q: 3 clusters Score -408906.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -408913.875000 Penalty: 2608.823730
	Iteration 42Q: 3 clusters Score -408913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -408919.781250 Penalty: 2608.823730
	Iteration 43Q: 3 clusters Score -408919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -408926.281250 Penalty: 2608.823730
	Iteration 44Q: 3 clusters Score -408926.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -408935.937500 Penalty: 2608.823730
	Iteration 45Q: 3 clusters Score -408935.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -408947.906250 Penalty: 2608.823730
	Iteration 46Q: 3 clusters Score -408947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -408959.062500 Penalty: 2608.823730
	Iteration 47Q: 3 clusters Score -408959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -408968.625000 Penalty: 2608.823730
	Iteration 48Q: 3 clusters Score -408968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -408974.937500 Penalty: 2608.823730
	Iteration 49Q: 3 clusters Score -408974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -408982.687500 Penalty: 2608.823730
	Iteration 50Q: 3 clusters Score -408982.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -408988.875000 Penalty: 2608.823730
	Iteration 51Q: 3 clusters Score -408988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -408997.937500 Penalty: 2608.823730
	Iteration 52Q: 3 clusters Score -408997.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -409013.968750 Penalty: 2608.823730
	Iteration 53Q: 3 clusters Score -409014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -409023.343750 Penalty: 2608.823730
	Iteration 54Q: 3 clusters Score -409023.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -409031.250000 Penalty: 2608.823730
	Iteration 55Q: 3 clusters Score -409031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -409036.968750 Penalty: 2608.823730
	Iteration 56Q: 3 clusters Score -409037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -409043.218750 Penalty: 2608.823730
	Iteration 57Q: 3 clusters Score -409043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -409049.125000 Penalty: 2608.823730
	Iteration 58Q: 3 clusters Score -409049.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -409058.406250 Penalty: 2608.823730
	Iteration 59Q: 3 clusters Score -409058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -409068.468750 Penalty: 2608.823730
	Iteration 60F: 3 clusters Score -409068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -409078.343750 Penalty: 2608.823730
	Iteration 61Q: 3 clusters Score -409078.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -409087.968750 Penalty: 2608.823730
	Iteration 62Q: 3 clusters Score -409088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -409100.000000 Penalty: 2608.823730
	Iteration 63Q: 3 clusters Score -409100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -409112.531250 Penalty: 2608.823730
	Iteration 64Q: 3 clusters Score -409112.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -409119.218750 Penalty: 2608.823730
	Iteration 65Q: 3 clusters Score -409119.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -409133.125000 Penalty: 2608.823730
	Iteration 66Q: 3 clusters Score -409133.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -409142.562500 Penalty: 2608.823730
	Iteration 67Q: 3 clusters Score -409142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -409148.968750 Penalty: 2608.823730
	Iteration 68Q: 3 clusters Score -409149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -409156.875000 Penalty: 2608.823730
	Iteration 69Q: 3 clusters Score -409156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -409162.437500 Penalty: 2608.823730
	Iteration 70Q: 3 clusters Score -409162.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -409168.875000 Penalty: 2608.823730
	Iteration 71Q: 3 clusters Score -409168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -409179.968750 Penalty: 2608.823730
	Iteration 72Q: 3 clusters Score -409180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -409190.062500 Penalty: 2608.823730
	Iteration 73Q: 3 clusters Score -409190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -409198.000000 Penalty: 2608.823730
	Iteration 74Q: 3 clusters Score -409198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -409207.937500 Penalty: 2608.823730
	Iteration 75Q: 3 clusters Score -409207.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -409214.187500 Penalty: 2608.823730
	Iteration 76Q: 3 clusters Score -409214.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -409223.468750 Penalty: 2608.823730
	Iteration 77Q: 3 clusters Score -409223.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -409232.312500 Penalty: 2608.823730
	Iteration 78Q: 3 clusters Score -409232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -409243.000000 Penalty: 2608.823730
	Iteration 79Q: 3 clusters Score -409243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -409253.625000 Penalty: 2608.823730
	Iteration 80F: 3 clusters Score -409253.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -409263.406250 Penalty: 2608.823730
	Iteration 81Q: 3 clusters Score -409263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -409269.500000 Penalty: 2608.823730
	Iteration 82Q: 3 clusters Score -409269.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -409278.906250 Penalty: 2608.823730
	Iteration 83Q: 3 clusters Score -409278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -409284.968750 Penalty: 2608.823730
	Iteration 84Q: 3 clusters Score -409285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -409288.531250 Penalty: 2608.823730
	Iteration 85Q: 3 clusters Score -409288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -409289.343750 Penalty: 2608.823730
	Iteration 86Q: 3 clusters Score -409289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -409291.437500 Penalty: 2608.823730
	Iteration 87Q: 3 clusters Score -409291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -409294.312500 Penalty: 2608.823730
	Iteration 88Q: 3 clusters Score -409294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -409296.062500 Penalty: 2608.823730
	Iteration 89Q: 3 clusters Score -409296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -409299.781250 Penalty: 2608.823730
	Iteration 90Q: 3 clusters Score -409299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -409302.750000 Penalty: 2608.823730
	Iteration 91Q: 3 clusters Score -409302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -409305.781250 Penalty: 2608.823730
	Iteration 92Q: 3 clusters Score -409305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -409309.093750 Penalty: 2608.823730
	Iteration 93Q: 3 clusters Score -409309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -409311.125000 Penalty: 2608.823730
	Iteration 94Q: 3 clusters Score -409311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -409312.281250 Penalty: 2608.823730
	Iteration 95Q: 3 clusters Score -409312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -409312.562500 Penalty: 2608.823730
	Iteration 96Q: 3 clusters Score -409312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -409312.343750 Penalty: 2608.823730
	Iteration 97Q: 3 clusters Score -409312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -409312.343750 Penalty: 2608.823730
	Iteration 98F: 3 clusters Score -409312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Entering Unmasked Estep 
Score: -2054648.250000 Penalty: 1571.166138
	Iteration 0F: 2 clusters Score -2054648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2043847.250000 Penalty: 3142.332275
	Iteration 0F: 3 clusters Score -2043847 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2047601.500000 Penalty: 3142.332275
	Iteration 1F: 3 clusters Score -2047602 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2047954.375000 Penalty: 3142.332275
	Iteration 2F: 3 clusters Score -2047954 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2048276.125000 Penalty: 3142.332275
	Iteration 3Q: 3 clusters Score -2048276 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2048617.250000 Penalty: 3142.332275
	Iteration 4Q: 3 clusters Score -2048617 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2049003.250000 Penalty: 3142.332275
	Iteration 5Q: 3 clusters Score -2049003 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2049461.875000 Penalty: 3142.332275
	Iteration 6Q: 3 clusters Score -2049462 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2049966.000000 Penalty: 3142.332275
	Iteration 7F: 3 clusters Score -2049966 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2050430.750000 Penalty: 3142.332275
	Iteration 8Q: 3 clusters Score -2050431 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2050888.375000 Penalty: 3142.332275
	Iteration 9Q: 3 clusters Score -2050888 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2051272.125000 Penalty: 3142.332275
	Iteration 10Q: 3 clusters Score -2051272 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2051563.000000 Penalty: 3142.332275
	Iteration 11Q: 3 clusters Score -2051563 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2051790.500000 Penalty: 3142.332275
	Iteration 12Q: 3 clusters Score -2051790 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2051971.750000 Penalty: 3142.332275
	Iteration 13Q: 3 clusters Score -2051972 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2052154.750000 Penalty: 3142.332275
	Iteration 14Q: 3 clusters Score -2052155 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2052298.625000 Penalty: 3142.332275
	Iteration 15Q: 3 clusters Score -2052299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2052388.125000 Penalty: 3142.332275
	Iteration 16Q: 3 clusters Score -2052388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2052475.625000 Penalty: 3142.332275
	Iteration 17Q: 3 clusters Score -2052476 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2052560.500000 Penalty: 3142.332275
	Iteration 18Q: 3 clusters Score -2052560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2052644.125000 Penalty: 3142.332275
	Iteration 19Q: 3 clusters Score -2052644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2052730.625000 Penalty: 3142.332275
	Iteration 20F: 3 clusters Score -2052731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2052799.125000 Penalty: 3142.332275
	Iteration 21Q: 3 clusters Score -2052799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2052862.500000 Penalty: 3142.332275
	Iteration 22Q: 3 clusters Score -2052862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2052908.625000 Penalty: 3142.332275
	Iteration 23Q: 3 clusters Score -2052909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2052947.500000 Penalty: 3142.332275
	Iteration 24Q: 3 clusters Score -2052948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2052979.125000 Penalty: 3142.332275
	Iteration 25Q: 3 clusters Score -2052979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2053007.750000 Penalty: 3142.332275
	Iteration 26Q: 3 clusters Score -2053008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2053036.875000 Penalty: 3142.332275
	Iteration 27Q: 3 clusters Score -2053037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2053053.625000 Penalty: 3142.332275
	Iteration 28Q: 3 clusters Score -2053054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2053079.000000 Penalty: 3142.332275
	Iteration 29Q: 3 clusters Score -2053079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2053093.375000 Penalty: 3142.332275
	Iteration 30Q: 3 clusters Score -2053093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2053105.000000 Penalty: 3142.332275
	Iteration 31Q: 3 clusters Score -2053105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2053108.875000 Penalty: 3142.332275
	Iteration 32Q: 3 clusters Score -2053109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2053120.375000 Penalty: 3142.332275
	Iteration 33Q: 3 clusters Score -2053120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2053127.750000 Penalty: 3142.332275
	Iteration 34Q: 3 clusters Score -2053128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2053138.750000 Penalty: 3142.332275
	Iteration 35Q: 3 clusters Score -2053139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2053147.750000 Penalty: 3142.332275
	Iteration 36Q: 3 clusters Score -2053148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2053156.125000 Penalty: 3142.332275
	Iteration 37Q: 3 clusters Score -2053156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2053159.750000 Penalty: 3142.332275
	Iteration 38Q: 3 clusters Score -2053160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2053163.750000 Penalty: 3142.332275
	Iteration 39Q: 3 clusters Score -2053164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2053174.000000 Penalty: 3142.332275
	Iteration 40F: 3 clusters Score -2053174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2053177.375000 Penalty: 3142.332275
	Iteration 41Q: 3 clusters Score -2053177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2053186.875000 Penalty: 3142.332275
	Iteration 42Q: 3 clusters Score -2053187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2053199.125000 Penalty: 3142.332275
	Iteration 43Q: 3 clusters Score -2053199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2053207.250000 Penalty: 3142.332275
	Iteration 44Q: 3 clusters Score -2053207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2053216.875000 Penalty: 3142.332275
	Iteration 45Q: 3 clusters Score -2053217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2053218.125000 Penalty: 3142.332275
	Iteration 46Q: 3 clusters Score -2053218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2053223.625000 Penalty: 3142.332275
	Iteration 47Q: 3 clusters Score -2053224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2053224.500000 Penalty: 3142.332275
	Iteration 48Q: 3 clusters Score -2053224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2053224.125000 Penalty: 3142.332275
	Iteration 49Q: 3 clusters Score -2053224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2053226.625000 Penalty: 3142.332275
	Iteration 50Q: 3 clusters Score -2053227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2053227.250000 Penalty: 3142.332275
	Iteration 51Q: 3 clusters Score -2053227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2053227.750000 Penalty: 3142.332275
	Iteration 52Q: 3 clusters Score -2053228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2053233.000000 Penalty: 3142.332275
	Iteration 53Q: 3 clusters Score -2053233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2053236.375000 Penalty: 3142.332275
	Iteration 54Q: 3 clusters Score -2053236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2053244.125000 Penalty: 3142.332275
	Iteration 55Q: 3 clusters Score -2053244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2053248.625000 Penalty: 3142.332275
	Iteration 56Q: 3 clusters Score -2053249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2053259.000000 Penalty: 3142.332275
	Iteration 57Q: 3 clusters Score -2053259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2053264.375000 Penalty: 3142.332275
	Iteration 58Q: 3 clusters Score -2053264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2053269.000000 Penalty: 3142.332275
	Iteration 59Q: 3 clusters Score -2053269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2053274.375000 Penalty: 3142.332275
	Iteration 60F: 3 clusters Score -2053274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2053278.375000 Penalty: 3142.332275
	Iteration 61Q: 3 clusters Score -2053278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2053278.750000 Penalty: 3142.332275
	Iteration 62Q: 3 clusters Score -2053279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2053278.750000 Penalty: 3142.332275
	Iteration 63F: 3 clusters Score -2053279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Entering Unmasked Estep 
Score: -8615932.000000 Penalty: 1799.890381
	Iteration 0F: 2 clusters Score -8615932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -8573760.000000 Penalty: 3599.780762
	Iteration 0F: 3 clusters Score -8573760 nChanged 30414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -8591078.000000 Penalty: 3599.780762
	Iteration 1F: 3 clusters Score -8591078 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -8591725.000000 Penalty: 3599.780762
	Iteration 2Q: 3 clusters Score -8591725 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -8592574.000000 Penalty: 3599.780762
	Iteration 3Q: 3 clusters Score -8592574 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -8593639.000000 Penalty: 3599.780762
	Iteration 4Q: 3 clusters Score -8593639 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -8595114.000000 Penalty: 3599.780762
	Iteration 5Q: 3 clusters Score -8595114 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8597115.000000 Penalty: 3599.780762
	Iteration 6F: 3 clusters Score -8597115 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -8599715.000000 Penalty: 3599.780762
	Iteration 7F: 3 clusters Score -8599715 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -8602574.000000 Penalty: 3599.780762
	Iteration 8F: 3 clusters Score -8602574 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8604587.000000 Penalty: 3599.780762
	Iteration 9F: 3 clusters Score -8604587 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -8605583.000000 Penalty: 3599.780762
	Iteration 10Q: 3 clusters Score -8605583 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -8605945.000000 Penalty: 3599.780762
	Iteration 11Q: 3 clusters Score -8605945 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -8606185.000000 Penalty: 3599.780762
	Iteration 12Q: 3 clusters Score -8606185 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -8606376.000000 Penalty: 3599.780762
	Iteration 13Q: 3 clusters Score -8606376 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -8606568.000000 Penalty: 3599.780762
	Iteration 14Q: 3 clusters Score -8606568 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -8606711.000000 Penalty: 3599.780762
	Iteration 15Q: 3 clusters Score -8606711 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -8606913.000000 Penalty: 3599.780762
	Iteration 16Q: 3 clusters Score -8606913 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -8607006.000000 Penalty: 3599.780762
	Iteration 17Q: 3 clusters Score -8607006 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -8607202.000000 Penalty: 3599.780762
	Iteration 18Q: 3 clusters Score -8607202 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -8607422.000000 Penalty: 3599.780762
	Iteration 19Q: 3 clusters Score -8607422 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8607546.000000 Penalty: 3599.780762
	Iteration 20F: 3 clusters Score -8607546 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -8607728.000000 Penalty: 3599.780762
	Iteration 21Q: 3 clusters Score -8607728 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -8607924.000000 Penalty: 3599.780762
	Iteration 22Q: 3 clusters Score -8607924 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -8608090.000000 Penalty: 3599.780762
	Iteration 23Q: 3 clusters Score -8608090 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -8608254.000000 Penalty: 3599.780762
	Iteration 24Q: 3 clusters Score -8608254 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -8608453.000000 Penalty: 3599.780762
	Iteration 25Q: 3 clusters Score -8608453 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8608588.000000 Penalty: 3599.780762
	Iteration 26Q: 3 clusters Score -8608588 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -8608781.000000 Penalty: 3599.780762
	Iteration 27Q: 3 clusters Score -8608781 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -8608940.000000 Penalty: 3599.780762
	Iteration 28Q: 3 clusters Score -8608940 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -8609075.000000 Penalty: 3599.780762
	Iteration 29Q: 3 clusters Score -8609075 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -8609192.000000 Penalty: 3599.780762
	Iteration 30Q: 3 clusters Score -8609192 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -8609414.000000 Penalty: 3599.780762
	Iteration 31Q: 3 clusters Score -8609414 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8609638.000000 Penalty: 3599.780762
	Iteration 32Q: 3 clusters Score -8609638 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8609834.000000 Penalty: 3599.780762
	Iteration 33Q: 3 clusters Score -8609834 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -8610006.000000 Penalty: 3599.780762
	Iteration 34Q: 3 clusters Score -8610006 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8610254.000000 Penalty: 3599.780762
	Iteration 35Q: 3 clusters Score -8610254 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -8610451.000000 Penalty: 3599.780762
	Iteration 36Q: 3 clusters Score -8610451 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -8610663.000000 Penalty: 3599.780762
	Iteration 37Q: 3 clusters Score -8610663 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -8610902.000000 Penalty: 3599.780762
	Iteration 38Q: 3 clusters Score -8610902 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -8611145.000000 Penalty: 3599.780762
	Iteration 39Q: 3 clusters Score -8611145 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8611417.000000 Penalty: 3599.780762
	Iteration 40F: 3 clusters Score -8611417 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -8611724.000000 Penalty: 3599.780762
	Iteration 41Q: 3 clusters Score -8611724 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -8611984.000000 Penalty: 3599.780762
	Iteration 42Q: 3 clusters Score -8611984 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -8612192.000000 Penalty: 3599.780762
	Iteration 43Q: 3 clusters Score -8612192 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -8612398.000000 Penalty: 3599.780762
	Iteration 44Q: 3 clusters Score -8612398 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -8612586.000000 Penalty: 3599.780762
	Iteration 45Q: 3 clusters Score -8612586 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -8612752.000000 Penalty: 3599.780762
	Iteration 46Q: 3 clusters Score -8612752 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8612912.000000 Penalty: 3599.780762
	Iteration 47Q: 3 clusters Score -8612912 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -8613012.000000 Penalty: 3599.780762
	Iteration 48Q: 3 clusters Score -8613012 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -8613144.000000 Penalty: 3599.780762
	Iteration 49Q: 3 clusters Score -8613144 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -8613330.000000 Penalty: 3599.780762
	Iteration 50Q: 3 clusters Score -8613330 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -8613440.000000 Penalty: 3599.780762
	Iteration 51Q: 3 clusters Score -8613440 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -8613524.000000 Penalty: 3599.780762
	Iteration 52Q: 3 clusters Score -8613524 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -8613651.000000 Penalty: 3599.780762
	Iteration 53Q: 3 clusters Score -8613651 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -8613793.000000 Penalty: 3599.780762
	Iteration 54Q: 3 clusters Score -8613793 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -8613909.000000 Penalty: 3599.780762
	Iteration 55Q: 3 clusters Score -8613909 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -8614015.000000 Penalty: 3599.780762
	Iteration 56Q: 3 clusters Score -8614015 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8614093.000000 Penalty: 3599.780762
	Iteration 57Q: 3 clusters Score -8614093 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -8614186.000000 Penalty: 3599.780762
	Iteration 58Q: 3 clusters Score -8614186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8614305.000000 Penalty: 3599.780762
	Iteration 59Q: 3 clusters Score -8614305 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8614393.000000 Penalty: 3599.780762
	Iteration 60F: 3 clusters Score -8614393 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8614459.000000 Penalty: 3599.780762
	Iteration 61Q: 3 clusters Score -8614459 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8614529.000000 Penalty: 3599.780762
	Iteration 62Q: 3 clusters Score -8614529 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8614583.000000 Penalty: 3599.780762
	Iteration 63Q: 3 clusters Score -8614583 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8614632.000000 Penalty: 3599.780762
	Iteration 64Q: 3 clusters Score -8614632 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8614671.000000 Penalty: 3599.780762
	Iteration 65Q: 3 clusters Score -8614671 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8614728.000000 Penalty: 3599.780762
	Iteration 66Q: 3 clusters Score -8614728 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8614782.000000 Penalty: 3599.780762
	Iteration 67Q: 3 clusters Score -8614782 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8614805.000000 Penalty: 3599.780762
	Iteration 68Q: 3 clusters Score -8614805 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8614859.000000 Penalty: 3599.780762
	Iteration 69Q: 3 clusters Score -8614859 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8614868.000000 Penalty: 3599.780762
	Iteration 70Q: 3 clusters Score -8614868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8614904.000000 Penalty: 3599.780762
	Iteration 71Q: 3 clusters Score -8614904 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8614924.000000 Penalty: 3599.780762
	Iteration 72Q: 3 clusters Score -8614924 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8614911.000000 Penalty: 3599.780762
	Iteration 73Q: 3 clusters Score -8614911 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8614908.000000 Penalty: 3599.780762
	Iteration 74Q: 3 clusters Score -8614908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8614907.000000 Penalty: 3599.780762
	Iteration 75Q: 3 clusters Score -8614907 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8614890.000000 Penalty: 3599.780762
	Iteration 76Q: 3 clusters Score -8614890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8614899.000000 Penalty: 3599.780762
	Iteration 77Q: 3 clusters Score -8614899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8614913.000000 Penalty: 3599.780762
	Iteration 78Q: 3 clusters Score -8614913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8614905.000000 Penalty: 3599.780762
	Iteration 79Q: 3 clusters Score -8614905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8614905.000000 Penalty: 3599.780762
	Iteration 80F: 3 clusters Score -8614905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8614890.000000 Penalty: 3599.780762
	Iteration 81Q: 3 clusters Score -8614890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8614892.000000 Penalty: 3599.780762
	Iteration 82Q: 3 clusters Score -8614892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8614888.000000 Penalty: 3599.780762
	Iteration 83Q: 3 clusters Score -8614888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8614883.000000 Penalty: 3599.780762
	Iteration 84Q: 3 clusters Score -8614883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8614883.000000 Penalty: 3599.780762
	Iteration 85Q: 3 clusters Score -8614883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8614893.000000 Penalty: 3599.780762
	Iteration 86Q: 3 clusters Score -8614893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8614892.000000 Penalty: 3599.780762
	Iteration 87Q: 3 clusters Score -8614892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8614884.000000 Penalty: 3599.780762
	Iteration 88Q: 3 clusters Score -8614884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8614889.000000 Penalty: 3599.780762
	Iteration 89Q: 3 clusters Score -8614889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8614887.000000 Penalty: 3599.780762
	Iteration 90Q: 3 clusters Score -8614887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8614885.000000 Penalty: 3599.780762
	Iteration 91Q: 3 clusters Score -8614885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8614888.000000 Penalty: 3599.780762
	Iteration 92Q: 3 clusters Score -8614888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8614886.000000 Penalty: 3599.780762
	Iteration 93Q: 3 clusters Score -8614886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8614872.000000 Penalty: 3599.780762
	Iteration 94Q: 3 clusters Score -8614872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8614871.000000 Penalty: 3599.780762
	Iteration 95Q: 3 clusters Score -8614871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8614864.000000 Penalty: 3599.780762
	Iteration 96Q: 3 clusters Score -8614864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8614863.000000 Penalty: 3599.780762
	Iteration 97Q: 3 clusters Score -8614863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8614871.000000 Penalty: 3599.780762
	Iteration 98Q: 3 clusters Score -8614871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8614867.000000 Penalty: 3599.780762
	Iteration 99Q: 3 clusters Score -8614867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8614868.000000 Penalty: 3599.780762
	Iteration 100F: 3 clusters Score -8614868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8614873.000000 Penalty: 3599.780762
	Iteration 101Q: 3 clusters Score -8614873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8614879.000000 Penalty: 3599.780762
	Iteration 102Q: 3 clusters Score -8614879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8614871.000000 Penalty: 3599.780762
	Iteration 103Q: 3 clusters Score -8614871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8614882.000000 Penalty: 3599.780762
	Iteration 104Q: 3 clusters Score -8614882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8614886.000000 Penalty: 3599.780762
	Iteration 105Q: 3 clusters Score -8614886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8614884.000000 Penalty: 3599.780762
	Iteration 106Q: 3 clusters Score -8614884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8614888.000000 Penalty: 3599.780762
	Iteration 107Q: 3 clusters Score -8614888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8614878.000000 Penalty: 3599.780762
	Iteration 108Q: 3 clusters Score -8614878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8614884.000000 Penalty: 3599.780762
	Iteration 109Q: 3 clusters Score -8614884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8614883.000000 Penalty: 3599.780762
	Iteration 110Q: 3 clusters Score -8614883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8614891.000000 Penalty: 3599.780762
	Iteration 111Q: 3 clusters Score -8614891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8614884.000000 Penalty: 3599.780762
	Iteration 112Q: 3 clusters Score -8614884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8614887.000000 Penalty: 3599.780762
	Iteration 113Q: 3 clusters Score -8614887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8614885.000000 Penalty: 3599.780762
	Iteration 114Q: 3 clusters Score -8614885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8614892.000000 Penalty: 3599.780762
	Iteration 115Q: 3 clusters Score -8614892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8614895.000000 Penalty: 3599.780762
	Iteration 116Q: 3 clusters Score -8614895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8614906.000000 Penalty: 3599.780762
	Iteration 117Q: 3 clusters Score -8614906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8614905.000000 Penalty: 3599.780762
	Iteration 118Q: 3 clusters Score -8614905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8614905.000000 Penalty: 3599.780762
	Iteration 119Q: 3 clusters Score -8614905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8614904.000000 Penalty: 3599.780762
	Iteration 120F: 3 clusters Score -8614904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8614910.000000 Penalty: 3599.780762
	Iteration 121Q: 3 clusters Score -8614910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8614908.000000 Penalty: 3599.780762
	Iteration 122Q: 3 clusters Score -8614908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8614902.000000 Penalty: 3599.780762
	Iteration 123Q: 3 clusters Score -8614902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8614909.000000 Penalty: 3599.780762
	Iteration 124Q: 3 clusters Score -8614909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8614907.000000 Penalty: 3599.780762
	Iteration 125Q: 3 clusters Score -8614907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8614906.000000 Penalty: 3599.780762
	Iteration 126Q: 3 clusters Score -8614906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8614904.000000 Penalty: 3599.780762
	Iteration 127Q: 3 clusters Score -8614904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8614904.000000 Penalty: 3599.780762
	Iteration 128F: 3 clusters Score -8614904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49054.808594 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49054.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48048.429688 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48048.43 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48328.218750 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48328.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48480.390625 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -48480.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48561.992188 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -48561.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48620.855469 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -48620.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48678.796875 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -48678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48717.976562 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -48717.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48734.960938 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -48734.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48743.304688 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -48743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48748.847656 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -48748.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48748.847656 Penalty: 1981.874146
	Iteration 10F: 3 clusters Score -48748.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -28821.724609 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -28821.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28053.646484 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -28053.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28290.371094 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -28290.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28469.792969 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -28469.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28537.509766 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -28537.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28551.314453 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -28551.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28563.390625 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -28563.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28589.095703 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -28589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28619.558594 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -28619.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28622.152344 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -28622.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28622.152344 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -28622.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13448.429688 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -13448.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12850.929688 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12850.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12919.982422 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12919.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12978.702148 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13048.925781 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13048.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13065.353516 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13065.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13068.827148 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -13068.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13073.347656 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -13073.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13074.686523 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -13074.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13076.768555 Penalty: 1703.567749
	Iteration 8Q: 3 clusters Score -13076.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13078.889648 Penalty: 1703.567749
	Iteration 9Q: 3 clusters Score -13078.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13079.654297 Penalty: 1703.567749
	Iteration 10Q: 3 clusters Score -13079.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13080.138672 Penalty: 1703.567749
	Iteration 11Q: 3 clusters Score -13080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13080.138672 Penalty: 1703.567749
	Iteration 12F: 3 clusters Score -13080.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Entering Unmasked Estep 
Score: -1165773.625000 Penalty: 1478.217529
	Iteration 0F: 2 clusters Score -1165774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1159294.875000 Penalty: 2956.435059
	Iteration 0F: 3 clusters Score -1159295 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1161297.875000 Penalty: 2956.435059
	Iteration 1F: 3 clusters Score -1161298 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1161550.000000 Penalty: 2956.435059
	Iteration 2F: 3 clusters Score -1161550 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1161791.375000 Penalty: 2956.435059
	Iteration 3F: 3 clusters Score -1161791 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1162087.375000 Penalty: 2956.435059
	Iteration 4F: 3 clusters Score -1162087 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1162416.500000 Penalty: 2956.435059
	Iteration 5F: 3 clusters Score -1162416 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1162756.625000 Penalty: 2956.435059
	Iteration 6F: 3 clusters Score -1162757 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1163064.500000 Penalty: 2956.435059
	Iteration 7F: 3 clusters Score -1163064 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1163369.375000 Penalty: 2956.435059
	Iteration 8Q: 3 clusters Score -1163369 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1163647.375000 Penalty: 2956.435059
	Iteration 9Q: 3 clusters Score -1163647 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1163852.875000 Penalty: 2956.435059
	Iteration 10Q: 3 clusters Score -1163853 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1163982.750000 Penalty: 2956.435059
	Iteration 11Q: 3 clusters Score -1163983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1164051.500000 Penalty: 2956.435059
	Iteration 12Q: 3 clusters Score -1164052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1164079.875000 Penalty: 2956.435059
	Iteration 13Q: 3 clusters Score -1164080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1164105.750000 Penalty: 2956.435059
	Iteration 14Q: 3 clusters Score -1164106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1164129.000000 Penalty: 2956.435059
	Iteration 15Q: 3 clusters Score -1164129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1164143.250000 Penalty: 2956.435059
	Iteration 16Q: 3 clusters Score -1164143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1164155.875000 Penalty: 2956.435059
	Iteration 17Q: 3 clusters Score -1164156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1164168.375000 Penalty: 2956.435059
	Iteration 18Q: 3 clusters Score -1164168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1164173.375000 Penalty: 2956.435059
	Iteration 19Q: 3 clusters Score -1164173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1164183.250000 Penalty: 2956.435059
	Iteration 20F: 3 clusters Score -1164183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1164186.875000 Penalty: 2956.435059
	Iteration 21Q: 3 clusters Score -1164187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1164192.125000 Penalty: 2956.435059
	Iteration 22Q: 3 clusters Score -1164192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1164195.500000 Penalty: 2956.435059
	Iteration 23Q: 3 clusters Score -1164196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1164200.000000 Penalty: 2956.435059
	Iteration 24Q: 3 clusters Score -1164200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1164208.125000 Penalty: 2956.435059
	Iteration 25Q: 3 clusters Score -1164208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1164207.375000 Penalty: 2956.435059
	Iteration 26Q: 3 clusters Score -1164207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1164214.375000 Penalty: 2956.435059
	Iteration 27Q: 3 clusters Score -1164214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1164217.250000 Penalty: 2956.435059
	Iteration 28Q: 3 clusters Score -1164217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1164221.375000 Penalty: 2956.435059
	Iteration 29Q: 3 clusters Score -1164221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1164225.375000 Penalty: 2956.435059
	Iteration 30Q: 3 clusters Score -1164225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1164229.000000 Penalty: 2956.435059
	Iteration 31Q: 3 clusters Score -1164229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1164231.875000 Penalty: 2956.435059
	Iteration 32Q: 3 clusters Score -1164232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1164241.000000 Penalty: 2956.435059
	Iteration 33Q: 3 clusters Score -1164241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1164249.875000 Penalty: 2956.435059
	Iteration 34Q: 3 clusters Score -1164250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1164254.500000 Penalty: 2956.435059
	Iteration 35Q: 3 clusters Score -1164254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1164256.375000 Penalty: 2956.435059
	Iteration 36Q: 3 clusters Score -1164256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1164262.625000 Penalty: 2956.435059
	Iteration 37Q: 3 clusters Score -1164263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1164266.125000 Penalty: 2956.435059
	Iteration 38Q: 3 clusters Score -1164266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1164273.250000 Penalty: 2956.435059
	Iteration 39Q: 3 clusters Score -1164273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1164275.875000 Penalty: 2956.435059
	Iteration 40F: 3 clusters Score -1164276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1164277.875000 Penalty: 2956.435059
	Iteration 41Q: 3 clusters Score -1164278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1164283.750000 Penalty: 2956.435059
	Iteration 42Q: 3 clusters Score -1164284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1164291.625000 Penalty: 2956.435059
	Iteration 43Q: 3 clusters Score -1164292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1164298.000000 Penalty: 2956.435059
	Iteration 44Q: 3 clusters Score -1164298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1164299.250000 Penalty: 2956.435059
	Iteration 45Q: 3 clusters Score -1164299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1164304.625000 Penalty: 2956.435059
	Iteration 46Q: 3 clusters Score -1164305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1164306.500000 Penalty: 2956.435059
	Iteration 47Q: 3 clusters Score -1164306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1164308.125000 Penalty: 2956.435059
	Iteration 48Q: 3 clusters Score -1164308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1164313.125000 Penalty: 2956.435059
	Iteration 49Q: 3 clusters Score -1164313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1164310.750000 Penalty: 2956.435059
	Iteration 50Q: 3 clusters Score -1164311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1164315.125000 Penalty: 2956.435059
	Iteration 51Q: 3 clusters Score -1164315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1164313.375000 Penalty: 2956.435059
	Iteration 52Q: 3 clusters Score -1164313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1164314.375000 Penalty: 2956.435059
	Iteration 53Q: 3 clusters Score -1164314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1164315.625000 Penalty: 2956.435059
	Iteration 54Q: 3 clusters Score -1164316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1164321.000000 Penalty: 2956.435059
	Iteration 55Q: 3 clusters Score -1164321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1164326.250000 Penalty: 2956.435059
	Iteration 56Q: 3 clusters Score -1164326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1164327.625000 Penalty: 2956.435059
	Iteration 57Q: 3 clusters Score -1164328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1164329.875000 Penalty: 2956.435059
	Iteration 58Q: 3 clusters Score -1164330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1164329.000000 Penalty: 2956.435059
	Iteration 59Q: 3 clusters Score -1164329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1164329.375000 Penalty: 2956.435059
	Iteration 60F: 3 clusters Score -1164329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1164330.000000 Penalty: 2956.435059
	Iteration 61Q: 3 clusters Score -1164330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1164331.750000 Penalty: 2956.435059
	Iteration 62Q: 3 clusters Score -1164332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1164334.250000 Penalty: 2956.435059
	Iteration 63Q: 3 clusters Score -1164334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1164334.750000 Penalty: 2956.435059
	Iteration 64Q: 3 clusters Score -1164335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1164336.625000 Penalty: 2956.435059
	Iteration 65Q: 3 clusters Score -1164337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1164336.625000 Penalty: 2956.435059
	Iteration 66Q: 3 clusters Score -1164337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1164335.875000 Penalty: 2956.435059
	Iteration 67Q: 3 clusters Score -1164336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1164336.500000 Penalty: 2956.435059
	Iteration 68Q: 3 clusters Score -1164336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1164337.000000 Penalty: 2956.435059
	Iteration 69Q: 3 clusters Score -1164337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1164335.875000 Penalty: 2956.435059
	Iteration 70Q: 3 clusters Score -1164336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1164335.875000 Penalty: 2956.435059
	Iteration 71F: 3 clusters Score -1164336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -652806.375000 Penalty: 1384.660156
	Iteration 0F: 2 clusters Score -652806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -648841.000000 Penalty: 2769.320312
	Iteration 0F: 3 clusters Score -648841 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -649957.687500 Penalty: 2769.320312
	Iteration 1F: 3 clusters Score -649957.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -650202.000000 Penalty: 2769.320312
	Iteration 2F: 3 clusters Score -650202 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -650477.250000 Penalty: 2769.320312
	Iteration 3F: 3 clusters Score -650477.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -650748.437500 Penalty: 2769.320312
	Iteration 4F: 3 clusters Score -650748.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -650979.187500 Penalty: 2769.320312
	Iteration 5F: 3 clusters Score -650979.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -651164.000000 Penalty: 2769.320312
	Iteration 6F: 3 clusters Score -651164 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -651294.437500 Penalty: 2769.320312
	Iteration 7Q: 3 clusters Score -651294.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -651409.312500 Penalty: 2769.320312
	Iteration 8Q: 3 clusters Score -651409.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -651502.125000 Penalty: 2769.320312
	Iteration 9Q: 3 clusters Score -651502.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -651568.437500 Penalty: 2769.320312
	Iteration 10Q: 3 clusters Score -651568.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -651622.500000 Penalty: 2769.320312
	Iteration 11Q: 3 clusters Score -651622.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -651667.562500 Penalty: 2769.320312
	Iteration 12Q: 3 clusters Score -651667.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -651702.312500 Penalty: 2769.320312
	Iteration 13Q: 3 clusters Score -651702.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -651736.625000 Penalty: 2769.320312
	Iteration 14Q: 3 clusters Score -651736.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -651757.125000 Penalty: 2769.320312
	Iteration 15Q: 3 clusters Score -651757.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -651772.500000 Penalty: 2769.320312
	Iteration 16Q: 3 clusters Score -651772.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -651785.062500 Penalty: 2769.320312
	Iteration 17Q: 3 clusters Score -651785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -651792.250000 Penalty: 2769.320312
	Iteration 18Q: 3 clusters Score -651792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -651796.625000 Penalty: 2769.320312
	Iteration 19Q: 3 clusters Score -651796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -651799.500000 Penalty: 2769.320312
	Iteration 20F: 3 clusters Score -651799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -651799.250000 Penalty: 2769.320312
	Iteration 21Q: 3 clusters Score -651799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -651800.437500 Penalty: 2769.320312
	Iteration 22Q: 3 clusters Score -651800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -651800.312500 Penalty: 2769.320312
	Iteration 23Q: 3 clusters Score -651800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -651800.562500 Penalty: 2769.320312
	Iteration 24Q: 3 clusters Score -651800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -651800.562500 Penalty: 2769.320312
	Iteration 25F: 3 clusters Score -651800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -69353.468750 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -69353.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68424.031250 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -68424.03 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68566.546875 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -68566.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68596.648438 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -68596.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68646.375000 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -68646.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -68684.796875 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -68684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -68702.695312 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -68702.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -68721.179688 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -68721.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -68735.242188 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -68735.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68746.601562 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -68746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68754.695312 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -68754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -68760.296875 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -68760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -68762.257812 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -68762.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -68763.687500 Penalty: 1931.409912
	Iteration 12F: 3 clusters Score -68763.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -68776.992188 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -68776.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -68787.187500 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -68787.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -68790.906250 Penalty: 1931.409912
	Iteration 15Q: 3 clusters Score -68790.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -68790.906250 Penalty: 1931.409912
	Iteration 16F: 3 clusters Score -68790.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Entering Unmasked Estep 
Score: -8798195.000000 Penalty: 1804.777832
	Iteration 0F: 2 clusters Score -8798195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -8756261.000000 Penalty: 3609.555664
	Iteration 0F: 3 clusters Score -8756261 nChanged 31591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -8773912.000000 Penalty: 3609.555664
	Iteration 1F: 3 clusters Score -8773912 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8774412.000000 Penalty: 3609.555664
	Iteration 2Q: 3 clusters Score -8774412 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8774893.000000 Penalty: 3609.555664
	Iteration 3Q: 3 clusters Score -8774893 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -8775421.000000 Penalty: 3609.555664
	Iteration 4Q: 3 clusters Score -8775421 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8776115.000000 Penalty: 3609.555664
	Iteration 5Q: 3 clusters Score -8776115 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -8776969.000000 Penalty: 3609.555664
	Iteration 6Q: 3 clusters Score -8776969 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -8778232.000000 Penalty: 3609.555664
	Iteration 7Q: 3 clusters Score -8778232 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -8779905.000000 Penalty: 3609.555664
	Iteration 8Q: 3 clusters Score -8779905 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -8781964.000000 Penalty: 3609.555664
	Iteration 9F: 3 clusters Score -8781964 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -8784465.000000 Penalty: 3609.555664
	Iteration 10F: 3 clusters Score -8784465 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -8786987.000000 Penalty: 3609.555664
	Iteration 11F: 3 clusters Score -8786987 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -8788918.000000 Penalty: 3609.555664
	Iteration 12Q: 3 clusters Score -8788918 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -8790006.000000 Penalty: 3609.555664
	Iteration 13Q: 3 clusters Score -8790006 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -8790632.000000 Penalty: 3609.555664
	Iteration 14Q: 3 clusters Score -8790632 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -8790982.000000 Penalty: 3609.555664
	Iteration 15Q: 3 clusters Score -8790982 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -8791269.000000 Penalty: 3609.555664
	Iteration 16Q: 3 clusters Score -8791269 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8791524.000000 Penalty: 3609.555664
	Iteration 17Q: 3 clusters Score -8791524 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -8791791.000000 Penalty: 3609.555664
	Iteration 18Q: 3 clusters Score -8791791 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -8792021.000000 Penalty: 3609.555664
	Iteration 19Q: 3 clusters Score -8792021 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8792242.000000 Penalty: 3609.555664
	Iteration 20F: 3 clusters Score -8792242 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -8792470.000000 Penalty: 3609.555664
	Iteration 21Q: 3 clusters Score -8792470 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8792648.000000 Penalty: 3609.555664
	Iteration 22Q: 3 clusters Score -8792648 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -8792879.000000 Penalty: 3609.555664
	Iteration 23Q: 3 clusters Score -8792879 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8793091.000000 Penalty: 3609.555664
	Iteration 24Q: 3 clusters Score -8793091 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8793356.000000 Penalty: 3609.555664
	Iteration 25Q: 3 clusters Score -8793356 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -8793527.000000 Penalty: 3609.555664
	Iteration 26Q: 3 clusters Score -8793527 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -8793787.000000 Penalty: 3609.555664
	Iteration 27Q: 3 clusters Score -8793787 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -8794006.000000 Penalty: 3609.555664
	Iteration 28Q: 3 clusters Score -8794006 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8794286.000000 Penalty: 3609.555664
	Iteration 29Q: 3 clusters Score -8794286 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8794516.000000 Penalty: 3609.555664
	Iteration 30Q: 3 clusters Score -8794516 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8794766.000000 Penalty: 3609.555664
	Iteration 31Q: 3 clusters Score -8794766 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8795002.000000 Penalty: 3609.555664
	Iteration 32Q: 3 clusters Score -8795002 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8795220.000000 Penalty: 3609.555664
	Iteration 33Q: 3 clusters Score -8795220 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8795395.000000 Penalty: 3609.555664
	Iteration 34Q: 3 clusters Score -8795395 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8795546.000000 Penalty: 3609.555664
	Iteration 35Q: 3 clusters Score -8795546 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8795659.000000 Penalty: 3609.555664
	Iteration 36Q: 3 clusters Score -8795659 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8795798.000000 Penalty: 3609.555664
	Iteration 37Q: 3 clusters Score -8795798 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8795886.000000 Penalty: 3609.555664
	Iteration 38Q: 3 clusters Score -8795886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8795949.000000 Penalty: 3609.555664
	Iteration 39Q: 3 clusters Score -8795949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8795999.000000 Penalty: 3609.555664
	Iteration 40F: 3 clusters Score -8795999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8796074.000000 Penalty: 3609.555664
	Iteration 41Q: 3 clusters Score -8796074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8796121.000000 Penalty: 3609.555664
	Iteration 42Q: 3 clusters Score -8796121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8796173.000000 Penalty: 3609.555664
	Iteration 43Q: 3 clusters Score -8796173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8796226.000000 Penalty: 3609.555664
	Iteration 44Q: 3 clusters Score -8796226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8796257.000000 Penalty: 3609.555664
	Iteration 45Q: 3 clusters Score -8796257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8796286.000000 Penalty: 3609.555664
	Iteration 46Q: 3 clusters Score -8796286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8796320.000000 Penalty: 3609.555664
	Iteration 47Q: 3 clusters Score -8796320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8796337.000000 Penalty: 3609.555664
	Iteration 48Q: 3 clusters Score -8796337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8796362.000000 Penalty: 3609.555664
	Iteration 49Q: 3 clusters Score -8796362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8796411.000000 Penalty: 3609.555664
	Iteration 50Q: 3 clusters Score -8796411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8796421.000000 Penalty: 3609.555664
	Iteration 51Q: 3 clusters Score -8796421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8796424.000000 Penalty: 3609.555664
	Iteration 52Q: 3 clusters Score -8796424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8796426.000000 Penalty: 3609.555664
	Iteration 53Q: 3 clusters Score -8796426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8796432.000000 Penalty: 3609.555664
	Iteration 54Q: 3 clusters Score -8796432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8796455.000000 Penalty: 3609.555664
	Iteration 55Q: 3 clusters Score -8796455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8796463.000000 Penalty: 3609.555664
	Iteration 56Q: 3 clusters Score -8796463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8796490.000000 Penalty: 3609.555664
	Iteration 57Q: 3 clusters Score -8796490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8796506.000000 Penalty: 3609.555664
	Iteration 58Q: 3 clusters Score -8796506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8796516.000000 Penalty: 3609.555664
	Iteration 59Q: 3 clusters Score -8796516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8796537.000000 Penalty: 3609.555664
	Iteration 60F: 3 clusters Score -8796537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8796545.000000 Penalty: 3609.555664
	Iteration 61Q: 3 clusters Score -8796545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8796548.000000 Penalty: 3609.555664
	Iteration 62Q: 3 clusters Score -8796548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8796558.000000 Penalty: 3609.555664
	Iteration 63Q: 3 clusters Score -8796558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8796550.000000 Penalty: 3609.555664
	Iteration 64Q: 3 clusters Score -8796550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8796559.000000 Penalty: 3609.555664
	Iteration 65Q: 3 clusters Score -8796559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8796551.000000 Penalty: 3609.555664
	Iteration 66Q: 3 clusters Score -8796551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8796562.000000 Penalty: 3609.555664
	Iteration 67Q: 3 clusters Score -8796562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8796567.000000 Penalty: 3609.555664
	Iteration 68Q: 3 clusters Score -8796567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8796570.000000 Penalty: 3609.555664
	Iteration 69Q: 3 clusters Score -8796570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8796587.000000 Penalty: 3609.555664
	Iteration 70Q: 3 clusters Score -8796587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8796584.000000 Penalty: 3609.555664
	Iteration 71Q: 3 clusters Score -8796584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8796589.000000 Penalty: 3609.555664
	Iteration 72Q: 3 clusters Score -8796589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8796586.000000 Penalty: 3609.555664
	Iteration 73Q: 3 clusters Score -8796586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8796581.000000 Penalty: 3609.555664
	Iteration 74Q: 3 clusters Score -8796581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8796587.000000 Penalty: 3609.555664
	Iteration 75Q: 3 clusters Score -8796587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8796595.000000 Penalty: 3609.555664
	Iteration 76Q: 3 clusters Score -8796595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8796597.000000 Penalty: 3609.555664
	Iteration 77Q: 3 clusters Score -8796597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8796592.000000 Penalty: 3609.555664
	Iteration 78Q: 3 clusters Score -8796592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8796602.000000 Penalty: 3609.555664
	Iteration 79Q: 3 clusters Score -8796602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8796617.000000 Penalty: 3609.555664
	Iteration 80F: 3 clusters Score -8796617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8796620.000000 Penalty: 3609.555664
	Iteration 81Q: 3 clusters Score -8796620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8796622.000000 Penalty: 3609.555664
	Iteration 82Q: 3 clusters Score -8796622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8796624.000000 Penalty: 3609.555664
	Iteration 83Q: 3 clusters Score -8796624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8796619.000000 Penalty: 3609.555664
	Iteration 84Q: 3 clusters Score -8796619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8796623.000000 Penalty: 3609.555664
	Iteration 85Q: 3 clusters Score -8796623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8796636.000000 Penalty: 3609.555664
	Iteration 86Q: 3 clusters Score -8796636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8796639.000000 Penalty: 3609.555664
	Iteration 87Q: 3 clusters Score -8796639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8796634.000000 Penalty: 3609.555664
	Iteration 88Q: 3 clusters Score -8796634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8796632.000000 Penalty: 3609.555664
	Iteration 89Q: 3 clusters Score -8796632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8796632.000000 Penalty: 3609.555664
	Iteration 90Q: 3 clusters Score -8796632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8796632.000000 Penalty: 3609.555664
	Iteration 91F: 3 clusters Score -8796632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -117459.804688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -117459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116154.429688 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -116154.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116398.765625 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -116398.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116571.625000 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -116571.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116719.484375 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -116719.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116788.468750 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -116788.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116835.882812 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -116835.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116853.820312 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -116853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116863.320312 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -116863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -116877.398438 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -116877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116886.765625 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -116886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116892.593750 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -116892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116900.203125 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -116900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116902.171875 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -116902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116902.773438 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -116902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116903.140625 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -116903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116906.437500 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -116906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116911.726562 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -116911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116914.031250 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -116914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116918.304688 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -116918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116919.500000 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -116919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116919.500000 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -116919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -44445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43434.980469 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -43434.98 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43668.812500 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -43668.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43787.921875 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -43787.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43926.519531 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -43926.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44029.972656 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -44029.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44093.082031 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -44093.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44112.664062 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -44112.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44147.160156 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -44147.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44153.300781 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -44153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44155.554688 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -44155.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44155.554688 Penalty: 2014.505615
	Iteration 10F: 3 clusters Score -44155.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12316.394531 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -12316.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11621.197266 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -11621.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11776.694336 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -11776.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11814.117188 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -11814.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11835.758789 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -11835.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11859.753906 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -11859.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11871.915039 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -11871.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11874.080078 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -11874.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11874.080078 Penalty: 1751.448364
	Iteration 7F: 3 clusters Score -11874.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Entering Unmasked Estep 
Score: -3964383.500000 Penalty: 1676.719727
	Iteration 0F: 2 clusters Score -3964384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3943858.000000 Penalty: 3353.439453
	Iteration 0F: 3 clusters Score -3943858 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3951931.000000 Penalty: 3353.439453
	Iteration 1F: 3 clusters Score -3951931 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3952708.250000 Penalty: 3353.439453
	Iteration 2F: 3 clusters Score -3952708 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3953686.250000 Penalty: 3353.439453
	Iteration 3F: 3 clusters Score -3953686 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3955106.250000 Penalty: 3353.439453
	Iteration 4F: 3 clusters Score -3955106 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3956917.750000 Penalty: 3353.439453
	Iteration 5F: 3 clusters Score -3956918 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3958904.750000 Penalty: 3353.439453
	Iteration 6F: 3 clusters Score -3958905 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3960600.000000 Penalty: 3353.439453
	Iteration 7F: 3 clusters Score -3960600 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3961552.750000 Penalty: 3353.439453
	Iteration 8Q: 3 clusters Score -3961553 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3961919.500000 Penalty: 3353.439453
	Iteration 9Q: 3 clusters Score -3961920 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3962128.500000 Penalty: 3353.439453
	Iteration 10Q: 3 clusters Score -3962128 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3962271.000000 Penalty: 3353.439453
	Iteration 11Q: 3 clusters Score -3962271 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3962391.000000 Penalty: 3353.439453
	Iteration 12Q: 3 clusters Score -3962391 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3962504.000000 Penalty: 3353.439453
	Iteration 13Q: 3 clusters Score -3962504 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3962583.500000 Penalty: 3353.439453
	Iteration 14Q: 3 clusters Score -3962584 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3962636.000000 Penalty: 3353.439453
	Iteration 15Q: 3 clusters Score -3962636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3962690.500000 Penalty: 3353.439453
	Iteration 16Q: 3 clusters Score -3962690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3962734.000000 Penalty: 3353.439453
	Iteration 17Q: 3 clusters Score -3962734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3962772.750000 Penalty: 3353.439453
	Iteration 18Q: 3 clusters Score -3962773 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3962817.250000 Penalty: 3353.439453
	Iteration 19Q: 3 clusters Score -3962817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3962848.000000 Penalty: 3353.439453
	Iteration 20F: 3 clusters Score -3962848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3962864.750000 Penalty: 3353.439453
	Iteration 21Q: 3 clusters Score -3962865 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3962897.000000 Penalty: 3353.439453
	Iteration 22Q: 3 clusters Score -3962897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3962919.750000 Penalty: 3353.439453
	Iteration 23Q: 3 clusters Score -3962920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3962929.500000 Penalty: 3353.439453
	Iteration 24Q: 3 clusters Score -3962930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3962955.250000 Penalty: 3353.439453
	Iteration 25Q: 3 clusters Score -3962955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3962967.500000 Penalty: 3353.439453
	Iteration 26Q: 3 clusters Score -3962968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3962992.000000 Penalty: 3353.439453
	Iteration 27Q: 3 clusters Score -3962992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3962990.000000 Penalty: 3353.439453
	Iteration 28Q: 3 clusters Score -3962990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3963006.750000 Penalty: 3353.439453
	Iteration 29Q: 3 clusters Score -3963007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3963010.750000 Penalty: 3353.439453
	Iteration 30Q: 3 clusters Score -3963011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3963018.750000 Penalty: 3353.439453
	Iteration 31Q: 3 clusters Score -3963019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3963018.500000 Penalty: 3353.439453
	Iteration 32Q: 3 clusters Score -3963018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3963026.500000 Penalty: 3353.439453
	Iteration 33Q: 3 clusters Score -3963026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3963040.750000 Penalty: 3353.439453
	Iteration 34Q: 3 clusters Score -3963041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3963047.000000 Penalty: 3353.439453
	Iteration 35Q: 3 clusters Score -3963047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3963054.000000 Penalty: 3353.439453
	Iteration 36Q: 3 clusters Score -3963054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3963061.250000 Penalty: 3353.439453
	Iteration 37Q: 3 clusters Score -3963061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3963062.500000 Penalty: 3353.439453
	Iteration 38Q: 3 clusters Score -3963062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3963065.500000 Penalty: 3353.439453
	Iteration 39Q: 3 clusters Score -3963066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3963065.500000 Penalty: 3353.439453
	Iteration 40F: 3 clusters Score -3963066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3963067.000000 Penalty: 3353.439453
	Iteration 41Q: 3 clusters Score -3963067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3963079.000000 Penalty: 3353.439453
	Iteration 42Q: 3 clusters Score -3963079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3963087.750000 Penalty: 3353.439453
	Iteration 43Q: 3 clusters Score -3963088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3963094.000000 Penalty: 3353.439453
	Iteration 44Q: 3 clusters Score -3963094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3963091.000000 Penalty: 3353.439453
	Iteration 45Q: 3 clusters Score -3963091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3963094.750000 Penalty: 3353.439453
	Iteration 46Q: 3 clusters Score -3963095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3963105.000000 Penalty: 3353.439453
	Iteration 47Q: 3 clusters Score -3963105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3963105.500000 Penalty: 3353.439453
	Iteration 48Q: 3 clusters Score -3963106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3963109.500000 Penalty: 3353.439453
	Iteration 49Q: 3 clusters Score -3963110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3963119.750000 Penalty: 3353.439453
	Iteration 50Q: 3 clusters Score -3963120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3963117.000000 Penalty: 3353.439453
	Iteration 51Q: 3 clusters Score -3963117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3963117.000000 Penalty: 3353.439453
	Iteration 52Q: 3 clusters Score -3963117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3963123.750000 Penalty: 3353.439453
	Iteration 53Q: 3 clusters Score -3963124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3963127.500000 Penalty: 3353.439453
	Iteration 54Q: 3 clusters Score -3963128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3963130.250000 Penalty: 3353.439453
	Iteration 55Q: 3 clusters Score -3963130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3963140.000000 Penalty: 3353.439453
	Iteration 56Q: 3 clusters Score -3963140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3963145.250000 Penalty: 3353.439453
	Iteration 57Q: 3 clusters Score -3963145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3963147.250000 Penalty: 3353.439453
	Iteration 58Q: 3 clusters Score -3963147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3963140.000000 Penalty: 3353.439453
	Iteration 59Q: 3 clusters Score -3963140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3963143.500000 Penalty: 3353.439453
	Iteration 60F: 3 clusters Score -3963144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3963144.250000 Penalty: 3353.439453
	Iteration 61Q: 3 clusters Score -3963144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3963148.250000 Penalty: 3353.439453
	Iteration 62Q: 3 clusters Score -3963148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3963149.250000 Penalty: 3353.439453
	Iteration 63Q: 3 clusters Score -3963149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3963144.250000 Penalty: 3353.439453
	Iteration 64Q: 3 clusters Score -3963144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3963142.750000 Penalty: 3353.439453
	Iteration 65Q: 3 clusters Score -3963143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3963145.250000 Penalty: 3353.439453
	Iteration 66Q: 3 clusters Score -3963145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3963143.750000 Penalty: 3353.439453
	Iteration 67Q: 3 clusters Score -3963144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3963141.250000 Penalty: 3353.439453
	Iteration 68Q: 3 clusters Score -3963141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3963142.500000 Penalty: 3353.439453
	Iteration 69Q: 3 clusters Score -3963142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3963143.250000 Penalty: 3353.439453
	Iteration 70Q: 3 clusters Score -3963143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3963147.750000 Penalty: 3353.439453
	Iteration 71Q: 3 clusters Score -3963148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3963152.750000 Penalty: 3353.439453
	Iteration 72Q: 3 clusters Score -3963153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3963155.750000 Penalty: 3353.439453
	Iteration 73Q: 3 clusters Score -3963156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3963150.500000 Penalty: 3353.439453
	Iteration 74Q: 3 clusters Score -3963150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3963155.000000 Penalty: 3353.439453
	Iteration 75Q: 3 clusters Score -3963155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3963157.250000 Penalty: 3353.439453
	Iteration 76Q: 3 clusters Score -3963157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3963154.500000 Penalty: 3353.439453
	Iteration 77Q: 3 clusters Score -3963154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3963159.250000 Penalty: 3353.439453
	Iteration 78Q: 3 clusters Score -3963159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3963159.750000 Penalty: 3353.439453
	Iteration 79Q: 3 clusters Score -3963160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3963160.000000 Penalty: 3353.439453
	Iteration 80F: 3 clusters Score -3963160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3963164.750000 Penalty: 3353.439453
	Iteration 81Q: 3 clusters Score -3963165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3963164.250000 Penalty: 3353.439453
	Iteration 82Q: 3 clusters Score -3963164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3963163.750000 Penalty: 3353.439453
	Iteration 83Q: 3 clusters Score -3963164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3963164.250000 Penalty: 3353.439453
	Iteration 84Q: 3 clusters Score -3963164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3963176.500000 Penalty: 3353.439453
	Iteration 85Q: 3 clusters Score -3963176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3963176.500000 Penalty: 3353.439453
	Iteration 86Q: 3 clusters Score -3963176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3963174.250000 Penalty: 3353.439453
	Iteration 87Q: 3 clusters Score -3963174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3963178.250000 Penalty: 3353.439453
	Iteration 88Q: 3 clusters Score -3963178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3963173.000000 Penalty: 3353.439453
	Iteration 89Q: 3 clusters Score -3963173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3963174.500000 Penalty: 3353.439453
	Iteration 90Q: 3 clusters Score -3963174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3963178.000000 Penalty: 3353.439453
	Iteration 91Q: 3 clusters Score -3963178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3963175.500000 Penalty: 3353.439453
	Iteration 92Q: 3 clusters Score -3963176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3963175.500000 Penalty: 3353.439453
	Iteration 93F: 3 clusters Score -3963176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -320580.406250 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -320580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -318159.937500 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -318159.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -318719.718750 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -318719.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -318868.468750 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -318868.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318961.843750 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -318961.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -319011.937500 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -319011.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -319039.500000 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -319039.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -319062.093750 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -319062.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -319079.500000 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -319079.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -319093.312500 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -319093.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319106.468750 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -319106.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -319114.468750 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -319114.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -319124.000000 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -319124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319130.750000 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -319130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -319136.781250 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -319136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -319142.312500 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -319142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -319145.562500 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -319145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -319150.656250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -319150.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319153.250000 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -319153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319155.437500 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -319155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -319157.000000 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -319157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -319159.062500 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -319159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319161.343750 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -319161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319163.031250 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -319163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319163.812500 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -319163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -319163.687500 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -319163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -319165.062500 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -319165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -319165.500000 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -319165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319167.531250 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -319167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -319168.468750 Penalty: 2540.335449
	Iteration 28Q: 3 clusters Score -319168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -319170.062500 Penalty: 2540.335449
	Iteration 29Q: 3 clusters Score -319170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -319170.781250 Penalty: 2540.335449
	Iteration 30Q: 3 clusters Score -319170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -319172.093750 Penalty: 2540.335449
	Iteration 31Q: 3 clusters Score -319172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -319173.000000 Penalty: 2540.335449
	Iteration 32Q: 3 clusters Score -319173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -319173.031250 Penalty: 2540.335449
	Iteration 33Q: 3 clusters Score -319173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -319173.187500 Penalty: 2540.335449
	Iteration 34Q: 3 clusters Score -319173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319174.656250 Penalty: 2540.335449
	Iteration 35Q: 3 clusters Score -319174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319174.562500 Penalty: 2540.335449
	Iteration 36Q: 3 clusters Score -319174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319174.562500 Penalty: 2540.335449
	Iteration 37F: 3 clusters Score -319174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -262237.218750 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -262237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -260116.156250 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -260116.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260635.031250 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -260635 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -260849.968750 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -260850 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261051.687500 Penalty: 2483.352295
	Iteration 3F: 3 clusters Score -261051.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -261222.171875 Penalty: 2483.352295
	Iteration 4F: 3 clusters Score -261222.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -261342.203125 Penalty: 2483.352295
	Iteration 5F: 3 clusters Score -261342.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -261445.109375 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -261445.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -261507.312500 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -261507.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -261542.421875 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -261542.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261567.343750 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -261567.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -261585.671875 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -261585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -261594.265625 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -261594.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -261601.453125 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -261601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -261604.625000 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -261604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -261606.875000 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -261606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -261608.250000 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -261608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -261609.125000 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -261609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261610.171875 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -261610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -261611.234375 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -261611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261610.937500 Penalty: 2483.352295
	Iteration 19Q: 3 clusters Score -261610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261610.937500 Penalty: 2483.352295
	Iteration 20F: 3 clusters Score -261610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Entering Unmasked Estep 
Score: -6279476.000000 Penalty: 1749.316772
	Iteration 0F: 2 clusters Score -6279476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -6248038.000000 Penalty: 3498.633545
	Iteration 0F: 3 clusters Score -6248038 nChanged 22088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6260584.000000 Penalty: 3498.633545
	Iteration 1F: 3 clusters Score -6260584 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6261044.500000 Penalty: 3498.633545
	Iteration 2Q: 3 clusters Score -6261044 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6261578.000000 Penalty: 3498.633545
	Iteration 3Q: 3 clusters Score -6261578 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -6262167.000000 Penalty: 3498.633545
	Iteration 4Q: 3 clusters Score -6262167 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -6262913.000000 Penalty: 3498.633545
	Iteration 5Q: 3 clusters Score -6262913 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -6263881.500000 Penalty: 3498.633545
	Iteration 6Q: 3 clusters Score -6263882 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -6265207.000000 Penalty: 3498.633545
	Iteration 7F: 3 clusters Score -6265207 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6267018.000000 Penalty: 3498.633545
	Iteration 8F: 3 clusters Score -6267018 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -6269117.500000 Penalty: 3498.633545
	Iteration 9F: 3 clusters Score -6269118 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6270833.000000 Penalty: 3498.633545
	Iteration 10F: 3 clusters Score -6270833 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6271748.500000 Penalty: 3498.633545
	Iteration 11Q: 3 clusters Score -6271748 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -6272171.000000 Penalty: 3498.633545
	Iteration 12Q: 3 clusters Score -6272171 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -6272363.500000 Penalty: 3498.633545
	Iteration 13Q: 3 clusters Score -6272364 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6272592.500000 Penalty: 3498.633545
	Iteration 14Q: 3 clusters Score -6272592 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6272736.500000 Penalty: 3498.633545
	Iteration 15Q: 3 clusters Score -6272736 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -6272886.000000 Penalty: 3498.633545
	Iteration 16Q: 3 clusters Score -6272886 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6273082.500000 Penalty: 3498.633545
	Iteration 17Q: 3 clusters Score -6273082 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -6273332.500000 Penalty: 3498.633545
	Iteration 18Q: 3 clusters Score -6273332 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6273561.500000 Penalty: 3498.633545
	Iteration 19Q: 3 clusters Score -6273562 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -6273822.000000 Penalty: 3498.633545
	Iteration 20F: 3 clusters Score -6273822 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6274099.500000 Penalty: 3498.633545
	Iteration 21Q: 3 clusters Score -6274100 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6274371.500000 Penalty: 3498.633545
	Iteration 22Q: 3 clusters Score -6274372 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6274668.000000 Penalty: 3498.633545
	Iteration 23Q: 3 clusters Score -6274668 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -6274913.500000 Penalty: 3498.633545
	Iteration 24Q: 3 clusters Score -6274914 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6275265.500000 Penalty: 3498.633545
	Iteration 25Q: 3 clusters Score -6275266 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6275549.500000 Penalty: 3498.633545
	Iteration 26Q: 3 clusters Score -6275550 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -6275810.000000 Penalty: 3498.633545
	Iteration 27Q: 3 clusters Score -6275810 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -6276129.000000 Penalty: 3498.633545
	Iteration 28Q: 3 clusters Score -6276129 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6276437.500000 Penalty: 3498.633545
	Iteration 29Q: 3 clusters Score -6276438 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6276699.500000 Penalty: 3498.633545
	Iteration 30Q: 3 clusters Score -6276700 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6276921.000000 Penalty: 3498.633545
	Iteration 31Q: 3 clusters Score -6276921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6277109.500000 Penalty: 3498.633545
	Iteration 32Q: 3 clusters Score -6277110 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6277295.500000 Penalty: 3498.633545
	Iteration 33Q: 3 clusters Score -6277296 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6277398.000000 Penalty: 3498.633545
	Iteration 34Q: 3 clusters Score -6277398 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6277530.000000 Penalty: 3498.633545
	Iteration 35Q: 3 clusters Score -6277530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6277646.500000 Penalty: 3498.633545
	Iteration 36Q: 3 clusters Score -6277646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6277706.000000 Penalty: 3498.633545
	Iteration 37Q: 3 clusters Score -6277706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6277752.000000 Penalty: 3498.633545
	Iteration 38Q: 3 clusters Score -6277752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6277814.000000 Penalty: 3498.633545
	Iteration 39Q: 3 clusters Score -6277814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6277837.000000 Penalty: 3498.633545
	Iteration 40F: 3 clusters Score -6277837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6277880.000000 Penalty: 3498.633545
	Iteration 41Q: 3 clusters Score -6277880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6277916.000000 Penalty: 3498.633545
	Iteration 42Q: 3 clusters Score -6277916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6277940.500000 Penalty: 3498.633545
	Iteration 43Q: 3 clusters Score -6277940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6277959.500000 Penalty: 3498.633545
	Iteration 44Q: 3 clusters Score -6277960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6277960.500000 Penalty: 3498.633545
	Iteration 45Q: 3 clusters Score -6277960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6277975.500000 Penalty: 3498.633545
	Iteration 46Q: 3 clusters Score -6277976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6277987.000000 Penalty: 3498.633545
	Iteration 47Q: 3 clusters Score -6277987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6277993.500000 Penalty: 3498.633545
	Iteration 48Q: 3 clusters Score -6277994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6278010.000000 Penalty: 3498.633545
	Iteration 49Q: 3 clusters Score -6278010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6278012.500000 Penalty: 3498.633545
	Iteration 50Q: 3 clusters Score -6278012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6278025.000000 Penalty: 3498.633545
	Iteration 51Q: 3 clusters Score -6278025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6278038.000000 Penalty: 3498.633545
	Iteration 52Q: 3 clusters Score -6278038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6278032.500000 Penalty: 3498.633545
	Iteration 53Q: 3 clusters Score -6278032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6278028.500000 Penalty: 3498.633545
	Iteration 54Q: 3 clusters Score -6278028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6278033.500000 Penalty: 3498.633545
	Iteration 55Q: 3 clusters Score -6278034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6278040.500000 Penalty: 3498.633545
	Iteration 56Q: 3 clusters Score -6278040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6278039.000000 Penalty: 3498.633545
	Iteration 57Q: 3 clusters Score -6278039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6278041.000000 Penalty: 3498.633545
	Iteration 58Q: 3 clusters Score -6278041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6278039.000000 Penalty: 3498.633545
	Iteration 59Q: 3 clusters Score -6278039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6278039.000000 Penalty: 3498.633545
	Iteration 60F: 3 clusters Score -6278039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -43571.832031 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -43571.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42628.625000 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -42628.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42865.437500 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -42865.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42999.625000 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -42999.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43146.496094 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -43146.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43271.632812 Penalty: 1992.648682
	Iteration 4F: 3 clusters Score -43271.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43369.582031 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -43369.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43401.746094 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -43401.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43421.222656 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -43421.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43441.121094 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -43441.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43455.027344 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -43455.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43471.417969 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -43471.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43541.921875 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -43541.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43580.824219 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -43580.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43632.207031 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -43632.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43647.914062 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -43647.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43648.457031 Penalty: 1992.648682
	Iteration 15Q: 3 clusters Score -43648.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43652.402344 Penalty: 1992.648682
	Iteration 16F: 3 clusters Score -43652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43683.761719 Penalty: 1992.648682
	Iteration 17Q: 3 clusters Score -43683.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43700.492188 Penalty: 1992.648682
	Iteration 18Q: 3 clusters Score -43700.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43712.421875 Penalty: 1992.648682
	Iteration 19Q: 3 clusters Score -43712.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43717.867188 Penalty: 1992.648682
	Iteration 20F: 3 clusters Score -43717.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43721.031250 Penalty: 1992.648682
	Iteration 21Q: 3 clusters Score -43721.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43722.105469 Penalty: 1992.648682
	Iteration 22Q: 3 clusters Score -43722.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43722.105469 Penalty: 1992.648682
	Iteration 23F: 3 clusters Score -43722.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 280 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 180 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85961640.000000 Penalty: 108896.726562
Splitting cluster 30 changes total score from -85962400.000000 to -85961640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17605.625000 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17605.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16921.775391 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16921.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17023.226562 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17023.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17034.957031 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -17034.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17036.279297 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17036.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17036.279297 Penalty: 1725.187012
	Iteration 4F: 3 clusters Score -17036.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -311979.062500 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -311979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309590.968750 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -309591 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -310112.000000 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -310112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -310205.187500 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -310205.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -310271.906250 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -310271.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -310323.843750 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -310323.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -310366.875000 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -310366.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -310399.875000 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -310399.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -310438.281250 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -310438.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -310476.718750 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -310476.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -310511.750000 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -310511.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -310544.218750 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -310544.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -310580.500000 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -310580.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -310616.281250 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -310616.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -310647.406250 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -310647.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310687.468750 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -310687.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310728.593750 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -310728.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -310784.437500 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -310784.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -310831.343750 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -310831.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -310870.093750 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -310870.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -310902.750000 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -310902.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -310926.781250 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -310926.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -310948.312500 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -310948.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -310972.000000 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -310972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -310987.468750 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -310987.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -310992.156250 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -310992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -310995.031250 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -310995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -310996.437500 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -310996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -310996.531250 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -310996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -310997.468750 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -310997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -310997.875000 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -310997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -310997.875000 Penalty: 2539.154297
	Iteration 30F: 3 clusters Score -310997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -55030.714844 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -55030.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54015.804688 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -54015.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54231.054688 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -54231.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54312.859375 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -54312.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54356.285156 Penalty: 2022.337280
	Iteration 3Q: 3 clusters Score -54356.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54389.878906 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -54389.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54423.570312 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -54423.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54447.917969 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -54447.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54531.652344 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -54531.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54579.246094 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -54579.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54621.042969 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -54621.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54662.023438 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -54662.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54693.187500 Penalty: 2022.337280
	Iteration 11Q: 3 clusters Score -54693.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54705.695312 Penalty: 2022.337280
	Iteration 12Q: 3 clusters Score -54705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54709.722656 Penalty: 2022.337280
	Iteration 13Q: 3 clusters Score -54709.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54713.488281 Penalty: 2022.337280
	Iteration 14Q: 3 clusters Score -54713.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54720.785156 Penalty: 2022.337280
	Iteration 15Q: 3 clusters Score -54720.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54721.585938 Penalty: 2022.337280
	Iteration 16Q: 3 clusters Score -54721.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54722.410156 Penalty: 2022.337280
	Iteration 17Q: 3 clusters Score -54722.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54724.101562 Penalty: 2022.337280
	Iteration 18F: 3 clusters Score -54724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54733.613281 Penalty: 2022.337280
	Iteration 19Q: 3 clusters Score -54733.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54734.335938 Penalty: 2022.337280
	Iteration 20F: 3 clusters Score -54734.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54737.843750 Penalty: 2022.337280
	Iteration 21Q: 3 clusters Score -54737.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54742.550781 Penalty: 2022.337280
	Iteration 22Q: 3 clusters Score -54742.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54743.726562 Penalty: 2022.337280
	Iteration 23Q: 3 clusters Score -54743.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54746.820312 Penalty: 2022.337280
	Iteration 24Q: 3 clusters Score -54746.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -54749.992188 Penalty: 2022.337280
	Iteration 25Q: 3 clusters Score -54749.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54750.992188 Penalty: 2022.337280
	Iteration 26Q: 3 clusters Score -54750.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54750.992188 Penalty: 2022.337280
	Iteration 27F: 3 clusters Score -54750.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -2619370.750000 Penalty: 1574.179443
	Iteration 0F: 2 clusters Score -2619371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2608322.500000 Penalty: 3148.358887
	Iteration 0F: 3 clusters Score -2608322 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2612299.250000 Penalty: 3148.358887
	Iteration 1F: 3 clusters Score -2612299 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2612674.500000 Penalty: 3148.358887
	Iteration 2F: 3 clusters Score -2612674 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2613006.250000 Penalty: 3148.358887
	Iteration 3F: 3 clusters Score -2613006 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2613343.500000 Penalty: 3148.358887
	Iteration 4Q: 3 clusters Score -2613344 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2613727.000000 Penalty: 3148.358887
	Iteration 5Q: 3 clusters Score -2613727 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2614215.000000 Penalty: 3148.358887
	Iteration 6F: 3 clusters Score -2614215 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2614765.750000 Penalty: 3148.358887
	Iteration 7F: 3 clusters Score -2614766 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2615362.250000 Penalty: 3148.358887
	Iteration 8Q: 3 clusters Score -2615362 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2615961.250000 Penalty: 3148.358887
	Iteration 9Q: 3 clusters Score -2615961 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2616540.000000 Penalty: 3148.358887
	Iteration 10Q: 3 clusters Score -2616540 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2616947.750000 Penalty: 3148.358887
	Iteration 11Q: 3 clusters Score -2616948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2617167.750000 Penalty: 3148.358887
	Iteration 12Q: 3 clusters Score -2617168 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2617308.250000 Penalty: 3148.358887
	Iteration 13Q: 3 clusters Score -2617308 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2617416.500000 Penalty: 3148.358887
	Iteration 14Q: 3 clusters Score -2617416 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2617525.750000 Penalty: 3148.358887
	Iteration 15Q: 3 clusters Score -2617526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2617619.000000 Penalty: 3148.358887
	Iteration 16Q: 3 clusters Score -2617619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2617688.500000 Penalty: 3148.358887
	Iteration 17Q: 3 clusters Score -2617688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2617793.750000 Penalty: 3148.358887
	Iteration 18Q: 3 clusters Score -2617794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2617937.750000 Penalty: 3148.358887
	Iteration 19Q: 3 clusters Score -2617938 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2618097.000000 Penalty: 3148.358887
	Iteration 20F: 3 clusters Score -2618097 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2618269.250000 Penalty: 3148.358887
	Iteration 21Q: 3 clusters Score -2618269 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2618459.000000 Penalty: 3148.358887
	Iteration 22Q: 3 clusters Score -2618459 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2618683.750000 Penalty: 3148.358887
	Iteration 23Q: 3 clusters Score -2618684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2618908.500000 Penalty: 3148.358887
	Iteration 24Q: 3 clusters Score -2618908 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2619121.250000 Penalty: 3148.358887
	Iteration 25Q: 3 clusters Score -2619121 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2619269.750000 Penalty: 3148.358887
	Iteration 26Q: 3 clusters Score -2619270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2619357.000000 Penalty: 3148.358887
	Iteration 27Q: 3 clusters Score -2619357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2619409.000000 Penalty: 3148.358887
	Iteration 28Q: 3 clusters Score -2619409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2619435.250000 Penalty: 3148.358887
	Iteration 29Q: 3 clusters Score -2619435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2619447.000000 Penalty: 3148.358887
	Iteration 30Q: 3 clusters Score -2619447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2619457.250000 Penalty: 3148.358887
	Iteration 31Q: 3 clusters Score -2619457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2619463.500000 Penalty: 3148.358887
	Iteration 32Q: 3 clusters Score -2619464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2619466.750000 Penalty: 3148.358887
	Iteration 33Q: 3 clusters Score -2619467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2619470.000000 Penalty: 3148.358887
	Iteration 34Q: 3 clusters Score -2619470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2619464.500000 Penalty: 3148.358887
	Iteration 35Q: 3 clusters Score -2619464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2619473.750000 Penalty: 3148.358887
	Iteration 36Q: 3 clusters Score -2619474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2619470.750000 Penalty: 3148.358887
	Iteration 37Q: 3 clusters Score -2619471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2619471.250000 Penalty: 3148.358887
	Iteration 38Q: 3 clusters Score -2619471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2619525.500000 Penalty: 3148.358887
	Iteration 39F: 3 clusters Score -2619526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2619565.500000 Penalty: 3148.358887
	Iteration 40F: 3 clusters Score -2619566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2619574.000000 Penalty: 3148.358887
	Iteration 41Q: 3 clusters Score -2619574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2619596.750000 Penalty: 3148.358887
	Iteration 42Q: 3 clusters Score -2619597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2619599.500000 Penalty: 3148.358887
	Iteration 43Q: 3 clusters Score -2619600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2619604.250000 Penalty: 3148.358887
	Iteration 44Q: 3 clusters Score -2619604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2619608.250000 Penalty: 3148.358887
	Iteration 45Q: 3 clusters Score -2619608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2619616.250000 Penalty: 3148.358887
	Iteration 46Q: 3 clusters Score -2619616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2619616.250000 Penalty: 3148.358887
	Iteration 47Q: 3 clusters Score -2619616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2619617.750000 Penalty: 3148.358887
	Iteration 48Q: 3 clusters Score -2619618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2619620.000000 Penalty: 3148.358887
	Iteration 49Q: 3 clusters Score -2619620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2619619.000000 Penalty: 3148.358887
	Iteration 50Q: 3 clusters Score -2619619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2619619.000000 Penalty: 3148.358887
	Iteration 51Q: 3 clusters Score -2619619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2619618.000000 Penalty: 3148.358887
	Iteration 52Q: 3 clusters Score -2619618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2619619.000000 Penalty: 3148.358887
	Iteration 53Q: 3 clusters Score -2619619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2619621.750000 Penalty: 3148.358887
	Iteration 54Q: 3 clusters Score -2619622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2619621.750000 Penalty: 3148.358887
	Iteration 55F: 3 clusters Score -2619622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85962288.000000 Penalty: 108896.726562
Splitting cluster 34 changes total score from -85962400.000000 to -85962288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (53875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Entering Unmasked Estep 
Score: -7176132.500000 Penalty: 1770.343506
	Iteration 0F: 2 clusters Score -7176132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7142166.500000 Penalty: 3540.687012
	Iteration 0F: 3 clusters Score -7142166 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -7156827.000000 Penalty: 3540.687012
	Iteration 1F: 3 clusters Score -7156827 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7157575.000000 Penalty: 3540.687012
	Iteration 2Q: 3 clusters Score -7157575 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -7158665.500000 Penalty: 3540.687012
	Iteration 3Q: 3 clusters Score -7158666 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7160306.000000 Penalty: 3540.687012
	Iteration 4F: 3 clusters Score -7160306 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7162726.000000 Penalty: 3540.687012
	Iteration 5F: 3 clusters Score -7162726 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7165644.500000 Penalty: 3540.687012
	Iteration 6F: 3 clusters Score -7165644 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7168652.000000 Penalty: 3540.687012
	Iteration 7F: 3 clusters Score -7168652 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -7170948.500000 Penalty: 3540.687012
	Iteration 8F: 3 clusters Score -7170948 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -7172280.000000 Penalty: 3540.687012
	Iteration 9Q: 3 clusters Score -7172280 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -7172970.000000 Penalty: 3540.687012
	Iteration 10Q: 3 clusters Score -7172970 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -7173373.500000 Penalty: 3540.687012
	Iteration 11Q: 3 clusters Score -7173374 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -7173641.500000 Penalty: 3540.687012
	Iteration 12Q: 3 clusters Score -7173642 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -7173845.000000 Penalty: 3540.687012
	Iteration 13Q: 3 clusters Score -7173845 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -7174008.000000 Penalty: 3540.687012
	Iteration 14Q: 3 clusters Score -7174008 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -7174133.000000 Penalty: 3540.687012
	Iteration 15Q: 3 clusters Score -7174133 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -7174284.500000 Penalty: 3540.687012
	Iteration 16Q: 3 clusters Score -7174284 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -7174351.000000 Penalty: 3540.687012
	Iteration 17Q: 3 clusters Score -7174351 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -7174448.000000 Penalty: 3540.687012
	Iteration 18Q: 3 clusters Score -7174448 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7174496.000000 Penalty: 3540.687012
	Iteration 19Q: 3 clusters Score -7174496 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -7174535.500000 Penalty: 3540.687012
	Iteration 20F: 3 clusters Score -7174536 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7174636.000000 Penalty: 3540.687012
	Iteration 21Q: 3 clusters Score -7174636 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7174732.000000 Penalty: 3540.687012
	Iteration 22Q: 3 clusters Score -7174732 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -7174767.500000 Penalty: 3540.687012
	Iteration 23Q: 3 clusters Score -7174768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -7174799.000000 Penalty: 3540.687012
	Iteration 24Q: 3 clusters Score -7174799 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -7174843.500000 Penalty: 3540.687012
	Iteration 25Q: 3 clusters Score -7174844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -7174873.000000 Penalty: 3540.687012
	Iteration 26Q: 3 clusters Score -7174873 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -7174917.000000 Penalty: 3540.687012
	Iteration 27Q: 3 clusters Score -7174917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -7174971.500000 Penalty: 3540.687012
	Iteration 28Q: 3 clusters Score -7174972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -7175012.500000 Penalty: 3540.687012
	Iteration 29Q: 3 clusters Score -7175012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7175043.000000 Penalty: 3540.687012
	Iteration 30Q: 3 clusters Score -7175043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7175072.500000 Penalty: 3540.687012
	Iteration 31Q: 3 clusters Score -7175072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -7175109.500000 Penalty: 3540.687012
	Iteration 32Q: 3 clusters Score -7175110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -7175121.500000 Penalty: 3540.687012
	Iteration 33Q: 3 clusters Score -7175122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -7175135.500000 Penalty: 3540.687012
	Iteration 34Q: 3 clusters Score -7175136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -7175144.500000 Penalty: 3540.687012
	Iteration 35Q: 3 clusters Score -7175144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -7175146.500000 Penalty: 3540.687012
	Iteration 36Q: 3 clusters Score -7175146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -7175161.000000 Penalty: 3540.687012
	Iteration 37Q: 3 clusters Score -7175161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -7175170.500000 Penalty: 3540.687012
	Iteration 38Q: 3 clusters Score -7175170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -7175171.500000 Penalty: 3540.687012
	Iteration 39Q: 3 clusters Score -7175172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -7175178.500000 Penalty: 3540.687012
	Iteration 40F: 3 clusters Score -7175178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -7175180.000000 Penalty: 3540.687012
	Iteration 41Q: 3 clusters Score -7175180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -7175190.500000 Penalty: 3540.687012
	Iteration 42Q: 3 clusters Score -7175190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -7175193.500000 Penalty: 3540.687012
	Iteration 43Q: 3 clusters Score -7175194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -7175196.500000 Penalty: 3540.687012
	Iteration 44Q: 3 clusters Score -7175196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -7175196.500000 Penalty: 3540.687012
	Iteration 45F: 3 clusters Score -7175196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21453.023438 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -21453.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20644.314453 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -20644.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20855.914062 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -20855.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20969.130859 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -20969.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21034.228516 Penalty: 1866.476074
	Iteration 3Q: 3 clusters Score -21034.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21057.876953 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -21057.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21095.355469 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -21095.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21109.068359 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -21109.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21109.068359 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -21109.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -274697.593750 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -274697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272564.531250 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -272564.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -273002.375000 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -273002.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -273107.281250 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -273107.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -273156.187500 Penalty: 2486.459473
	Iteration 3Q: 3 clusters Score -273156.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -273175.593750 Penalty: 2486.459473
	Iteration 4Q: 3 clusters Score -273175.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -273191.312500 Penalty: 2486.459473
	Iteration 5Q: 3 clusters Score -273191.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -273209.781250 Penalty: 2486.459473
	Iteration 6Q: 3 clusters Score -273209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -273222.250000 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -273222.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -273234.125000 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -273234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -273245.500000 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -273245.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273257.250000 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -273257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -273264.843750 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -273264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -273272.000000 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -273272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -273280.968750 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -273281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -273287.625000 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -273287.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -273295.562500 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -273295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273299.562500 Penalty: 2486.459473
	Iteration 16Q: 3 clusters Score -273299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -273304.812500 Penalty: 2486.459473
	Iteration 17Q: 3 clusters Score -273304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -273309.781250 Penalty: 2486.459473
	Iteration 18Q: 3 clusters Score -273309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -273317.562500 Penalty: 2486.459473
	Iteration 19Q: 3 clusters Score -273317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -273321.781250 Penalty: 2486.459473
	Iteration 20F: 3 clusters Score -273321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -273326.406250 Penalty: 2486.459473
	Iteration 21Q: 3 clusters Score -273326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273329.093750 Penalty: 2486.459473
	Iteration 22Q: 3 clusters Score -273329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -273331.312500 Penalty: 2486.459473
	Iteration 23Q: 3 clusters Score -273331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -273333.343750 Penalty: 2486.459473
	Iteration 24Q: 3 clusters Score -273333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273335.250000 Penalty: 2486.459473
	Iteration 25Q: 3 clusters Score -273335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -273335.687500 Penalty: 2486.459473
	Iteration 26Q: 3 clusters Score -273335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -273335.718750 Penalty: 2486.459473
	Iteration 27Q: 3 clusters Score -273335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273336.593750 Penalty: 2486.459473
	Iteration 28Q: 3 clusters Score -273336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273336.593750 Penalty: 2486.459473
	Iteration 29F: 3 clusters Score -273336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -214985.640625 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -214985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213311.343750 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -213311.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213622.265625 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -213622.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213692.375000 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -213692.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213729.796875 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -213729.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213753.531250 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -213753.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213763.218750 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -213763.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213774.625000 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -213774.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213786.406250 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -213786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213794.343750 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -213794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -213803.078125 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -213803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213807.531250 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -213807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -213812.625000 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -213812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -213815.750000 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -213815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -213819.390625 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -213819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213821.265625 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -213821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213822.843750 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -213822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -213825.406250 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -213825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -213828.750000 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -213828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -213831.968750 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -213832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -213833.906250 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -213833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -213834.218750 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -213834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -269912.593750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -269912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267973.937500 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -267973.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -268467.156250 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -268467.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -268647.531250 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -268647.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268835.656250 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -268835.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -269071.343750 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -269071.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -269360.031250 Penalty: 2432.784912
	Iteration 5F: 3 clusters Score -269360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -269635.406250 Penalty: 2432.784912
	Iteration 6F: 3 clusters Score -269635.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -269812.687500 Penalty: 2432.784912
	Iteration 7F: 3 clusters Score -269812.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -269897.500000 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -269897.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269928.593750 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -269928.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -269948.062500 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -269948.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -269957.375000 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -269957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269958.562500 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -269958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269960.812500 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -269960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -269962.000000 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -269962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269962.781250 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -269962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -269963.437500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -269963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269963.812500 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -269963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269963.812500 Penalty: 2432.784912
	Iteration 18F: 3 clusters Score -269963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1014 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85961760.000000 Penalty: 108896.726562
Splitting cluster 39 changes total score from -85962400.000000 to -85961760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (20650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Entering Unmasked Estep 
Score: -2684488.250000 Penalty: 1614.513916
	Iteration 0F: 2 clusters Score -2684488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2670471.000000 Penalty: 3229.027832
	Iteration 0F: 3 clusters Score -2670471 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2675701.750000 Penalty: 3229.027832
	Iteration 1F: 3 clusters Score -2675702 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2676193.500000 Penalty: 3229.027832
	Iteration 2F: 3 clusters Score -2676194 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2676674.750000 Penalty: 3229.027832
	Iteration 3F: 3 clusters Score -2676675 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2677180.250000 Penalty: 3229.027832
	Iteration 4F: 3 clusters Score -2677180 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2677718.750000 Penalty: 3229.027832
	Iteration 5F: 3 clusters Score -2677719 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2678316.500000 Penalty: 3229.027832
	Iteration 6F: 3 clusters Score -2678316 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2679014.250000 Penalty: 3229.027832
	Iteration 7F: 3 clusters Score -2679014 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2679797.000000 Penalty: 3229.027832
	Iteration 8F: 3 clusters Score -2679797 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2680649.750000 Penalty: 3229.027832
	Iteration 9Q: 3 clusters Score -2680650 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2681413.250000 Penalty: 3229.027832
	Iteration 10Q: 3 clusters Score -2681413 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2681995.500000 Penalty: 3229.027832
	Iteration 11Q: 3 clusters Score -2681996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2682420.750000 Penalty: 3229.027832
	Iteration 12Q: 3 clusters Score -2682421 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2682701.000000 Penalty: 3229.027832
	Iteration 13Q: 3 clusters Score -2682701 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2682876.750000 Penalty: 3229.027832
	Iteration 14Q: 3 clusters Score -2682877 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2682994.000000 Penalty: 3229.027832
	Iteration 15Q: 3 clusters Score -2682994 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2683086.750000 Penalty: 3229.027832
	Iteration 16Q: 3 clusters Score -2683087 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2683143.250000 Penalty: 3229.027832
	Iteration 17Q: 3 clusters Score -2683143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2683186.250000 Penalty: 3229.027832
	Iteration 18Q: 3 clusters Score -2683186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2683205.000000 Penalty: 3229.027832
	Iteration 19Q: 3 clusters Score -2683205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2683221.750000 Penalty: 3229.027832
	Iteration 20F: 3 clusters Score -2683222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2683227.500000 Penalty: 3229.027832
	Iteration 21Q: 3 clusters Score -2683228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2683238.750000 Penalty: 3229.027832
	Iteration 22Q: 3 clusters Score -2683239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2683248.250000 Penalty: 3229.027832
	Iteration 23Q: 3 clusters Score -2683248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2683246.250000 Penalty: 3229.027832
	Iteration 24Q: 3 clusters Score -2683246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2683250.500000 Penalty: 3229.027832
	Iteration 25Q: 3 clusters Score -2683250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2683256.000000 Penalty: 3229.027832
	Iteration 26Q: 3 clusters Score -2683256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2683260.750000 Penalty: 3229.027832
	Iteration 27Q: 3 clusters Score -2683261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2683271.750000 Penalty: 3229.027832
	Iteration 28Q: 3 clusters Score -2683272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2683273.000000 Penalty: 3229.027832
	Iteration 29Q: 3 clusters Score -2683273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2683277.500000 Penalty: 3229.027832
	Iteration 30Q: 3 clusters Score -2683278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2683276.250000 Penalty: 3229.027832
	Iteration 31Q: 3 clusters Score -2683276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2683275.250000 Penalty: 3229.027832
	Iteration 32Q: 3 clusters Score -2683275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2683275.250000 Penalty: 3229.027832
	Iteration 33F: 3 clusters Score -2683275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (82635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Entering Unmasked Estep 
Score: -10950027.000000 Penalty: 1839.855591
	Iteration 0F: 2 clusters Score -1.095003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -10899235.000000 Penalty: 3679.711182
	Iteration 0F: 3 clusters Score -1.089924e+07 nChanged 39388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -10922071.000000 Penalty: 3679.711182
	Iteration 1F: 3 clusters Score -1.092207e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10922974.000000 Penalty: 3679.711182
	Iteration 2Q: 3 clusters Score -1.092297e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -10924130.000000 Penalty: 3679.711182
	Iteration 3Q: 3 clusters Score -1.092413e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -10925669.000000 Penalty: 3679.711182
	Iteration 4Q: 3 clusters Score -1.092567e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -10927624.000000 Penalty: 3679.711182
	Iteration 5F: 3 clusters Score -1.092762e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -10930549.000000 Penalty: 3679.711182
	Iteration 6F: 3 clusters Score -1.093055e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -10934389.000000 Penalty: 3679.711182
	Iteration 7F: 3 clusters Score -1.093439e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -10938488.000000 Penalty: 3679.711182
	Iteration 8F: 3 clusters Score -1.093849e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -10941450.000000 Penalty: 3679.711182
	Iteration 9F: 3 clusters Score -1.094145e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -10943021.000000 Penalty: 3679.711182
	Iteration 10Q: 3 clusters Score -1.094302e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -10943621.000000 Penalty: 3679.711182
	Iteration 11Q: 3 clusters Score -1.094362e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -10944212.000000 Penalty: 3679.711182
	Iteration 12Q: 3 clusters Score -1.094421e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -10944644.000000 Penalty: 3679.711182
	Iteration 13Q: 3 clusters Score -1.094464e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -10945039.000000 Penalty: 3679.711182
	Iteration 14Q: 3 clusters Score -1.094504e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -10945461.000000 Penalty: 3679.711182
	Iteration 15Q: 3 clusters Score -1.094546e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -10946129.000000 Penalty: 3679.711182
	Iteration 16Q: 3 clusters Score -1.094613e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -10946868.000000 Penalty: 3679.711182
	Iteration 17Q: 3 clusters Score -1.094687e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -10947688.000000 Penalty: 3679.711182
	Iteration 18Q: 3 clusters Score -1.094769e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -10948206.000000 Penalty: 3679.711182
	Iteration 19Q: 3 clusters Score -1.094821e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -10948656.000000 Penalty: 3679.711182
	Iteration 20F: 3 clusters Score -1.094866e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -10948739.000000 Penalty: 3679.711182
	Iteration 21Q: 3 clusters Score -1.094874e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -10948735.000000 Penalty: 3679.711182
	Iteration 22Q: 3 clusters Score -1.094874e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -10948780.000000 Penalty: 3679.711182
	Iteration 23Q: 3 clusters Score -1.094878e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -10948848.000000 Penalty: 3679.711182
	Iteration 24Q: 3 clusters Score -1.094885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -10948874.000000 Penalty: 3679.711182
	Iteration 25Q: 3 clusters Score -1.094887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -10948881.000000 Penalty: 3679.711182
	Iteration 26Q: 3 clusters Score -1.094888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -10948897.000000 Penalty: 3679.711182
	Iteration 27Q: 3 clusters Score -1.09489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -10948915.000000 Penalty: 3679.711182
	Iteration 28Q: 3 clusters Score -1.094892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -10948901.000000 Penalty: 3679.711182
	Iteration 29Q: 3 clusters Score -1.09489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10948893.000000 Penalty: 3679.711182
	Iteration 30Q: 3 clusters Score -1.094889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -10948898.000000 Penalty: 3679.711182
	Iteration 31Q: 3 clusters Score -1.09489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10948902.000000 Penalty: 3679.711182
	Iteration 32Q: 3 clusters Score -1.09489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10948902.000000 Penalty: 3679.711182
	Iteration 33F: 3 clusters Score -1.09489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -32930.269531 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -32930.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32081.044922 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -32081.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32210.291016 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -32210.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32237.115234 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -32237.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32255.695312 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -32255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32269.609375 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -32269.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32280.279297 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -32280.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32281.087891 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -32281.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32281.087891 Penalty: 1864.385986
	Iteration 7F: 3 clusters Score -32281.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42797.824219 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -42797.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41739.324219 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -41739.32 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42187.328125 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -42187.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42434.769531 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -42434.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42592.804688 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -42592.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42678.078125 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -42678.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42703.351562 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -42703.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42732.851562 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -42732.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42762.863281 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -42762.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42798.441406 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -42798.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42817.050781 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -42817.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42825.464844 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -42825.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42828.246094 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -42828.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42830.902344 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -42830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42830.902344 Penalty: 2054.249756
	Iteration 13F: 3 clusters Score -42830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 288 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
Score: -85961592.000000 Penalty: 108896.726562
Splitting cluster 43 changes total score from -85962400.000000 to -85961592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (49494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Entering Unmasked Estep 
Score: -6621786.500000 Penalty: 1756.561035
	Iteration 0F: 2 clusters Score -6621786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -6589699.000000 Penalty: 3513.122070
	Iteration 0F: 3 clusters Score -6589699 nChanged 23197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6602962.000000 Penalty: 3513.122070
	Iteration 1F: 3 clusters Score -6602962 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -6603436.500000 Penalty: 3513.122070
	Iteration 2Q: 3 clusters Score -6603436 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -6603911.000000 Penalty: 3513.122070
	Iteration 3Q: 3 clusters Score -6603911 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -6604366.000000 Penalty: 3513.122070
	Iteration 4Q: 3 clusters Score -6604366 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6604911.000000 Penalty: 3513.122070
	Iteration 5Q: 3 clusters Score -6604911 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6605596.000000 Penalty: 3513.122070
	Iteration 6Q: 3 clusters Score -6605596 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6606603.000000 Penalty: 3513.122070
	Iteration 7Q: 3 clusters Score -6606603 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -6608159.000000 Penalty: 3513.122070
	Iteration 8F: 3 clusters Score -6608159 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -6610444.000000 Penalty: 3513.122070
	Iteration 9F: 3 clusters Score -6610444 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -6613167.000000 Penalty: 3513.122070
	Iteration 10F: 3 clusters Score -6613167 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -6615035.000000 Penalty: 3513.122070
	Iteration 11F: 3 clusters Score -6615035 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6616037.000000 Penalty: 3513.122070
	Iteration 12Q: 3 clusters Score -6616037 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6616586.000000 Penalty: 3513.122070
	Iteration 13Q: 3 clusters Score -6616586 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6617083.000000 Penalty: 3513.122070
	Iteration 14Q: 3 clusters Score -6617083 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -6617486.500000 Penalty: 3513.122070
	Iteration 15Q: 3 clusters Score -6617486 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -6617867.000000 Penalty: 3513.122070
	Iteration 16Q: 3 clusters Score -6617867 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -6618130.000000 Penalty: 3513.122070
	Iteration 17Q: 3 clusters Score -6618130 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -6618350.500000 Penalty: 3513.122070
	Iteration 18Q: 3 clusters Score -6618350 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -6618556.500000 Penalty: 3513.122070
	Iteration 19Q: 3 clusters Score -6618556 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -6618748.500000 Penalty: 3513.122070
	Iteration 20F: 3 clusters Score -6618748 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -6618923.000000 Penalty: 3513.122070
	Iteration 21Q: 3 clusters Score -6618923 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -6619090.500000 Penalty: 3513.122070
	Iteration 22Q: 3 clusters Score -6619090 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6619280.000000 Penalty: 3513.122070
	Iteration 23Q: 3 clusters Score -6619280 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -6619428.000000 Penalty: 3513.122070
	Iteration 24Q: 3 clusters Score -6619428 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6619507.500000 Penalty: 3513.122070
	Iteration 25Q: 3 clusters Score -6619508 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -6619652.500000 Penalty: 3513.122070
	Iteration 26Q: 3 clusters Score -6619652 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -6619744.000000 Penalty: 3513.122070
	Iteration 27Q: 3 clusters Score -6619744 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -6619865.000000 Penalty: 3513.122070
	Iteration 28Q: 3 clusters Score -6619865 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -6619973.500000 Penalty: 3513.122070
	Iteration 29Q: 3 clusters Score -6619974 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -6620053.000000 Penalty: 3513.122070
	Iteration 30Q: 3 clusters Score -6620053 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -6620141.500000 Penalty: 3513.122070
	Iteration 31Q: 3 clusters Score -6620142 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -6620239.000000 Penalty: 3513.122070
	Iteration 32Q: 3 clusters Score -6620239 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -6620324.500000 Penalty: 3513.122070
	Iteration 33Q: 3 clusters Score -6620324 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -6620429.500000 Penalty: 3513.122070
	Iteration 34Q: 3 clusters Score -6620430 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6620477.000000 Penalty: 3513.122070
	Iteration 35Q: 3 clusters Score -6620477 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6620557.500000 Penalty: 3513.122070
	Iteration 36Q: 3 clusters Score -6620558 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6620568.500000 Penalty: 3513.122070
	Iteration 37Q: 3 clusters Score -6620568 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -6620600.000000 Penalty: 3513.122070
	Iteration 38Q: 3 clusters Score -6620600 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -6620646.500000 Penalty: 3513.122070
	Iteration 39Q: 3 clusters Score -6620646 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6620631.500000 Penalty: 3513.122070
	Iteration 40F: 3 clusters Score -6620632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6620647.500000 Penalty: 3513.122070
	Iteration 41Q: 3 clusters Score -6620648 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -6620674.500000 Penalty: 3513.122070
	Iteration 42Q: 3 clusters Score -6620674 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6620690.000000 Penalty: 3513.122070
	Iteration 43Q: 3 clusters Score -6620690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6620684.000000 Penalty: 3513.122070
	Iteration 44Q: 3 clusters Score -6620684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -6620687.500000 Penalty: 3513.122070
	Iteration 45Q: 3 clusters Score -6620688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -6620661.500000 Penalty: 3513.122070
	Iteration 46Q: 3 clusters Score -6620662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -6620663.500000 Penalty: 3513.122070
	Iteration 47Q: 3 clusters Score -6620664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6620658.000000 Penalty: 3513.122070
	Iteration 48Q: 3 clusters Score -6620658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6620654.000000 Penalty: 3513.122070
	Iteration 49Q: 3 clusters Score -6620654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6620646.000000 Penalty: 3513.122070
	Iteration 50Q: 3 clusters Score -6620646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -6620672.500000 Penalty: 3513.122070
	Iteration 51Q: 3 clusters Score -6620672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6620666.000000 Penalty: 3513.122070
	Iteration 52Q: 3 clusters Score -6620666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -6620677.000000 Penalty: 3513.122070
	Iteration 53Q: 3 clusters Score -6620677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6620666.000000 Penalty: 3513.122070
	Iteration 54Q: 3 clusters Score -6620666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6620661.500000 Penalty: 3513.122070
	Iteration 55Q: 3 clusters Score -6620662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6620668.000000 Penalty: 3513.122070
	Iteration 56Q: 3 clusters Score -6620668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6620671.500000 Penalty: 3513.122070
	Iteration 57Q: 3 clusters Score -6620672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -6620670.000000 Penalty: 3513.122070
	Iteration 58Q: 3 clusters Score -6620670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6620662.500000 Penalty: 3513.122070
	Iteration 59Q: 3 clusters Score -6620662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -6620670.000000 Penalty: 3513.122070
	Iteration 60F: 3 clusters Score -6620670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -6620669.500000 Penalty: 3513.122070
	Iteration 61Q: 3 clusters Score -6620670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -6620666.500000 Penalty: 3513.122070
	Iteration 62Q: 3 clusters Score -6620666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6620659.500000 Penalty: 3513.122070
	Iteration 63Q: 3 clusters Score -6620660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -6620662.000000 Penalty: 3513.122070
	Iteration 64Q: 3 clusters Score -6620662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6620666.500000 Penalty: 3513.122070
	Iteration 65Q: 3 clusters Score -6620666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -6620671.000000 Penalty: 3513.122070
	Iteration 66Q: 3 clusters Score -6620671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6620671.000000 Penalty: 3513.122070
	Iteration 67Q: 3 clusters Score -6620671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -6620669.500000 Penalty: 3513.122070
	Iteration 68Q: 3 clusters Score -6620670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6620670.000000 Penalty: 3513.122070
	Iteration 69Q: 3 clusters Score -6620670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6620665.500000 Penalty: 3513.122070
	Iteration 70Q: 3 clusters Score -6620666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6620668.500000 Penalty: 3513.122070
	Iteration 71Q: 3 clusters Score -6620668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6620669.500000 Penalty: 3513.122070
	Iteration 72Q: 3 clusters Score -6620670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6620662.500000 Penalty: 3513.122070
	Iteration 73Q: 3 clusters Score -6620662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6620661.000000 Penalty: 3513.122070
	Iteration 74Q: 3 clusters Score -6620661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6620658.000000 Penalty: 3513.122070
	Iteration 75Q: 3 clusters Score -6620658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6620664.000000 Penalty: 3513.122070
	Iteration 76Q: 3 clusters Score -6620664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -6620666.500000 Penalty: 3513.122070
	Iteration 77Q: 3 clusters Score -6620666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6620665.500000 Penalty: 3513.122070
	Iteration 78Q: 3 clusters Score -6620666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6620667.500000 Penalty: 3513.122070
	Iteration 79Q: 3 clusters Score -6620668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6620665.500000 Penalty: 3513.122070
	Iteration 80F: 3 clusters Score -6620666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Entering Unmasked Estep 
Score: -976420.812500 Penalty: 1447.816528
	Iteration 0F: 2 clusters Score -976420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -970914.312500 Penalty: 2895.633057
	Iteration 0F: 3 clusters Score -970914.3 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -972614.937500 Penalty: 2895.633057
	Iteration 1F: 3 clusters Score -972614.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -972828.687500 Penalty: 2895.633057
	Iteration 2F: 3 clusters Score -972828.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -972993.750000 Penalty: 2895.633057
	Iteration 3F: 3 clusters Score -972993.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -973172.875000 Penalty: 2895.633057
	Iteration 4Q: 3 clusters Score -973172.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -973386.812500 Penalty: 2895.633057
	Iteration 5F: 3 clusters Score -973386.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -973631.750000 Penalty: 2895.633057
	Iteration 6F: 3 clusters Score -973631.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -973881.562500 Penalty: 2895.633057
	Iteration 7Q: 3 clusters Score -973881.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -974152.125000 Penalty: 2895.633057
	Iteration 8Q: 3 clusters Score -974152.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -974411.187500 Penalty: 2895.633057
	Iteration 9Q: 3 clusters Score -974411.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -974630.437500 Penalty: 2895.633057
	Iteration 10Q: 3 clusters Score -974630.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -974770.375000 Penalty: 2895.633057
	Iteration 11Q: 3 clusters Score -974770.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -974888.437500 Penalty: 2895.633057
	Iteration 12Q: 3 clusters Score -974888.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -974967.812500 Penalty: 2895.633057
	Iteration 13Q: 3 clusters Score -974967.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -975020.250000 Penalty: 2895.633057
	Iteration 14Q: 3 clusters Score -975020.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -975062.312500 Penalty: 2895.633057
	Iteration 15Q: 3 clusters Score -975062.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -975093.375000 Penalty: 2895.633057
	Iteration 16Q: 3 clusters Score -975093.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -975119.625000 Penalty: 2895.633057
	Iteration 17Q: 3 clusters Score -975119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -975133.500000 Penalty: 2895.633057
	Iteration 18Q: 3 clusters Score -975133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -975142.250000 Penalty: 2895.633057
	Iteration 19Q: 3 clusters Score -975142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -975151.250000 Penalty: 2895.633057
	Iteration 20F: 3 clusters Score -975151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -975155.375000 Penalty: 2895.633057
	Iteration 21Q: 3 clusters Score -975155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -975155.375000 Penalty: 2895.633057
	Iteration 22F: 3 clusters Score -975155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7809.770996 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -7809.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7102.344238 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -7102.344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7194.711914 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -7194.712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7232.822754 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -7232.823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7241.458008 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -7241.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7253.583008 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -7253.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7255.991211 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -7255.991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7255.991211 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -7255.991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -22964.123047 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -22964.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22222.382812 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -22222.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22330.525391 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -22330.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22407.152344 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -22407.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22442.357422 Penalty: 1771.587524
	Iteration 3F: 3 clusters Score -22442.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -22462.427734 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -22462.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22468.855469 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -22468.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22468.855469 Penalty: 1771.587524
	Iteration 6F: 3 clusters Score -22468.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -39622.980469 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -39622.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38792.980469 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -38792.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38929.667969 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -38929.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39031.234375 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -39031.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39052.949219 Penalty: 1825.450684
	Iteration 3Q: 3 clusters Score -39052.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39065.367188 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -39065.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39099.851562 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -39099.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39160.320312 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -39160.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39193.843750 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -39193.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39209.617188 Penalty: 1825.450684
	Iteration 8Q: 3 clusters Score -39209.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39223.519531 Penalty: 1825.450684
	Iteration 9Q: 3 clusters Score -39223.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39244.332031 Penalty: 1825.450684
	Iteration 10Q: 3 clusters Score -39244.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39259.066406 Penalty: 1825.450684
	Iteration 11Q: 3 clusters Score -39259.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39272.246094 Penalty: 1825.450684
	Iteration 12Q: 3 clusters Score -39272.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39272.246094 Penalty: 1825.450684
	Iteration 13F: 3 clusters Score -39272.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (59579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Entering Unmasked Estep 
Score: -7964788.000000 Penalty: 1786.696899
	Iteration 0F: 2 clusters Score -7964788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -7926789.000000 Penalty: 3573.393799
	Iteration 0F: 3 clusters Score -7926789 nChanged 28107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -7942833.000000 Penalty: 3573.393799
	Iteration 1F: 3 clusters Score -7942833 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -7943506.500000 Penalty: 3573.393799
	Iteration 2Q: 3 clusters Score -7943506 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7944324.500000 Penalty: 3573.393799
	Iteration 3Q: 3 clusters Score -7944324 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -7945307.000000 Penalty: 3573.393799
	Iteration 4Q: 3 clusters Score -7945307 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -7946720.000000 Penalty: 3573.393799
	Iteration 5Q: 3 clusters Score -7946720 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7948575.500000 Penalty: 3573.393799
	Iteration 6F: 3 clusters Score -7948576 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7950960.500000 Penalty: 3573.393799
	Iteration 7F: 3 clusters Score -7950960 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7953742.500000 Penalty: 3573.393799
	Iteration 8F: 3 clusters Score -7953742 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7956263.500000 Penalty: 3573.393799
	Iteration 9F: 3 clusters Score -7956264 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -7958194.500000 Penalty: 3573.393799
	Iteration 10Q: 3 clusters Score -7958194 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7959476.000000 Penalty: 3573.393799
	Iteration 11Q: 3 clusters Score -7959476 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -7960383.000000 Penalty: 3573.393799
	Iteration 12Q: 3 clusters Score -7960383 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -7961034.500000 Penalty: 3573.393799
	Iteration 13Q: 3 clusters Score -7961034 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -7961439.000000 Penalty: 3573.393799
	Iteration 14Q: 3 clusters Score -7961439 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -7961701.000000 Penalty: 3573.393799
	Iteration 15Q: 3 clusters Score -7961701 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -7961883.000000 Penalty: 3573.393799
	Iteration 16Q: 3 clusters Score -7961883 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -7962104.500000 Penalty: 3573.393799
	Iteration 17Q: 3 clusters Score -7962104 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -7962266.500000 Penalty: 3573.393799
	Iteration 18Q: 3 clusters Score -7962266 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -7962366.500000 Penalty: 3573.393799
	Iteration 19Q: 3 clusters Score -7962366 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -7962425.000000 Penalty: 3573.393799
	Iteration 20F: 3 clusters Score -7962425 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -7962540.000000 Penalty: 3573.393799
	Iteration 21Q: 3 clusters Score -7962540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7962581.000000 Penalty: 3573.393799
	Iteration 22Q: 3 clusters Score -7962581 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -7962605.000000 Penalty: 3573.393799
	Iteration 23Q: 3 clusters Score -7962605 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -7962633.000000 Penalty: 3573.393799
	Iteration 24Q: 3 clusters Score -7962633 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7962682.500000 Penalty: 3573.393799
	Iteration 25Q: 3 clusters Score -7962682 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7962743.500000 Penalty: 3573.393799
	Iteration 26Q: 3 clusters Score -7962744 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7962781.500000 Penalty: 3573.393799
	Iteration 27Q: 3 clusters Score -7962782 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -7962834.000000 Penalty: 3573.393799
	Iteration 28Q: 3 clusters Score -7962834 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7962861.500000 Penalty: 3573.393799
	Iteration 29Q: 3 clusters Score -7962862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -7962900.000000 Penalty: 3573.393799
	Iteration 30Q: 3 clusters Score -7962900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -7962894.500000 Penalty: 3573.393799
	Iteration 31Q: 3 clusters Score -7962894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -7962918.000000 Penalty: 3573.393799
	Iteration 32Q: 3 clusters Score -7962918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -7962981.000000 Penalty: 3573.393799
	Iteration 33Q: 3 clusters Score -7962981 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7963021.000000 Penalty: 3573.393799
	Iteration 34Q: 3 clusters Score -7963021 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7963074.500000 Penalty: 3573.393799
	Iteration 35Q: 3 clusters Score -7963074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7963083.500000 Penalty: 3573.393799
	Iteration 36Q: 3 clusters Score -7963084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -7963092.500000 Penalty: 3573.393799
	Iteration 37Q: 3 clusters Score -7963092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -7963117.500000 Penalty: 3573.393799
	Iteration 38Q: 3 clusters Score -7963118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7963125.500000 Penalty: 3573.393799
	Iteration 39Q: 3 clusters Score -7963126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7963132.500000 Penalty: 3573.393799
	Iteration 40F: 3 clusters Score -7963132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7963145.500000 Penalty: 3573.393799
	Iteration 41Q: 3 clusters Score -7963146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7963159.500000 Penalty: 3573.393799
	Iteration 42Q: 3 clusters Score -7963160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7963181.500000 Penalty: 3573.393799
	Iteration 43Q: 3 clusters Score -7963182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -7963193.000000 Penalty: 3573.393799
	Iteration 44Q: 3 clusters Score -7963193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7963189.000000 Penalty: 3573.393799
	Iteration 45Q: 3 clusters Score -7963189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7963203.500000 Penalty: 3573.393799
	Iteration 46Q: 3 clusters Score -7963204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7963212.500000 Penalty: 3573.393799
	Iteration 47Q: 3 clusters Score -7963212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7963202.000000 Penalty: 3573.393799
	Iteration 48Q: 3 clusters Score -7963202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7963208.500000 Penalty: 3573.393799
	Iteration 49Q: 3 clusters Score -7963208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -7963210.500000 Penalty: 3573.393799
	Iteration 50Q: 3 clusters Score -7963210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7963215.000000 Penalty: 3573.393799
	Iteration 51Q: 3 clusters Score -7963215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7963228.500000 Penalty: 3573.393799
	Iteration 52Q: 3 clusters Score -7963228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7963231.000000 Penalty: 3573.393799
	Iteration 53Q: 3 clusters Score -7963231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7963235.500000 Penalty: 3573.393799
	Iteration 54Q: 3 clusters Score -7963236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7963226.000000 Penalty: 3573.393799
	Iteration 55Q: 3 clusters Score -7963226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7963239.500000 Penalty: 3573.393799
	Iteration 56Q: 3 clusters Score -7963240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7963247.000000 Penalty: 3573.393799
	Iteration 57Q: 3 clusters Score -7963247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7963259.500000 Penalty: 3573.393799
	Iteration 58Q: 3 clusters Score -7963260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7963275.000000 Penalty: 3573.393799
	Iteration 59Q: 3 clusters Score -7963275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7963269.500000 Penalty: 3573.393799
	Iteration 60F: 3 clusters Score -7963270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7963273.500000 Penalty: 3573.393799
	Iteration 61Q: 3 clusters Score -7963274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7963263.000000 Penalty: 3573.393799
	Iteration 62Q: 3 clusters Score -7963263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7963277.500000 Penalty: 3573.393799
	Iteration 63Q: 3 clusters Score -7963278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7963284.500000 Penalty: 3573.393799
	Iteration 64Q: 3 clusters Score -7963284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7963290.000000 Penalty: 3573.393799
	Iteration 65Q: 3 clusters Score -7963290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7963298.500000 Penalty: 3573.393799
	Iteration 66Q: 3 clusters Score -7963298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7963293.000000 Penalty: 3573.393799
	Iteration 67Q: 3 clusters Score -7963293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7963291.500000 Penalty: 3573.393799
	Iteration 68Q: 3 clusters Score -7963292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7963305.500000 Penalty: 3573.393799
	Iteration 69Q: 3 clusters Score -7963306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7963308.000000 Penalty: 3573.393799
	Iteration 70Q: 3 clusters Score -7963308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7963300.500000 Penalty: 3573.393799
	Iteration 71Q: 3 clusters Score -7963300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7963312.500000 Penalty: 3573.393799
	Iteration 72Q: 3 clusters Score -7963312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7963306.000000 Penalty: 3573.393799
	Iteration 73Q: 3 clusters Score -7963306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7963301.000000 Penalty: 3573.393799
	Iteration 74Q: 3 clusters Score -7963301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7963295.000000 Penalty: 3573.393799
	Iteration 75Q: 3 clusters Score -7963295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7963294.500000 Penalty: 3573.393799
	Iteration 76Q: 3 clusters Score -7963294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7963294.500000 Penalty: 3573.393799
	Iteration 77Q: 3 clusters Score -7963294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7963300.000000 Penalty: 3573.393799
	Iteration 78Q: 3 clusters Score -7963300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7963295.500000 Penalty: 3573.393799
	Iteration 79Q: 3 clusters Score -7963296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7963286.500000 Penalty: 3573.393799
	Iteration 80F: 3 clusters Score -7963286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7963283.500000 Penalty: 3573.393799
	Iteration 81Q: 3 clusters Score -7963284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7963284.000000 Penalty: 3573.393799
	Iteration 82Q: 3 clusters Score -7963284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7963285.500000 Penalty: 3573.393799
	Iteration 83Q: 3 clusters Score -7963286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7963283.500000 Penalty: 3573.393799
	Iteration 84Q: 3 clusters Score -7963284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7963273.500000 Penalty: 3573.393799
	Iteration 85Q: 3 clusters Score -7963274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7963289.000000 Penalty: 3573.393799
	Iteration 86Q: 3 clusters Score -7963289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7963297.000000 Penalty: 3573.393799
	Iteration 87Q: 3 clusters Score -7963297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7963301.500000 Penalty: 3573.393799
	Iteration 88Q: 3 clusters Score -7963302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7963298.500000 Penalty: 3573.393799
	Iteration 89Q: 3 clusters Score -7963298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7963308.500000 Penalty: 3573.393799
	Iteration 90Q: 3 clusters Score -7963308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7963309.000000 Penalty: 3573.393799
	Iteration 91Q: 3 clusters Score -7963309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7963303.500000 Penalty: 3573.393799
	Iteration 92Q: 3 clusters Score -7963304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7963307.500000 Penalty: 3573.393799
	Iteration 93Q: 3 clusters Score -7963308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7963308.500000 Penalty: 3573.393799
	Iteration 94Q: 3 clusters Score -7963308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7963316.500000 Penalty: 3573.393799
	Iteration 95Q: 3 clusters Score -7963316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7963316.500000 Penalty: 3573.393799
	Iteration 96F: 3 clusters Score -7963316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (77945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Entering Unmasked Estep 
Score: -10361554.000000 Penalty: 1830.360840
	Iteration 0F: 2 clusters Score -1.036155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -10312413.000000 Penalty: 3660.721680
	Iteration 0F: 3 clusters Score -1.031241e+07 nChanged 36894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -10333773.000000 Penalty: 3660.721680
	Iteration 1F: 3 clusters Score -1.033377e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -10334532.000000 Penalty: 3660.721680
	Iteration 2Q: 3 clusters Score -1.033453e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -10335510.000000 Penalty: 3660.721680
	Iteration 3Q: 3 clusters Score -1.033551e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -10337215.000000 Penalty: 3660.721680
	Iteration 4Q: 3 clusters Score -1.033722e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -10340214.000000 Penalty: 3660.721680
	Iteration 5F: 3 clusters Score -1.034021e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -10345271.000000 Penalty: 3660.721680
	Iteration 6F: 3 clusters Score -1.034527e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -10351561.000000 Penalty: 3660.721680
	Iteration 7F: 3 clusters Score -1.035156e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -10356299.000000 Penalty: 3660.721680
	Iteration 8F: 3 clusters Score -1.03563e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10358681.000000 Penalty: 3660.721680
	Iteration 9Q: 3 clusters Score -1.035868e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10359487.000000 Penalty: 3660.721680
	Iteration 10Q: 3 clusters Score -1.035949e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10359757.000000 Penalty: 3660.721680
	Iteration 11Q: 3 clusters Score -1.035976e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10359857.000000 Penalty: 3660.721680
	Iteration 12Q: 3 clusters Score -1.035986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10359889.000000 Penalty: 3660.721680
	Iteration 13Q: 3 clusters Score -1.035989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10359913.000000 Penalty: 3660.721680
	Iteration 14Q: 3 clusters Score -1.035991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10359922.000000 Penalty: 3660.721680
	Iteration 15Q: 3 clusters Score -1.035992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10359944.000000 Penalty: 3660.721680
	Iteration 16Q: 3 clusters Score -1.035994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10359949.000000 Penalty: 3660.721680
	Iteration 17Q: 3 clusters Score -1.035995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10359954.000000 Penalty: 3660.721680
	Iteration 18Q: 3 clusters Score -1.035995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10359959.000000 Penalty: 3660.721680
	Iteration 19Q: 3 clusters Score -1.035996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10359971.000000 Penalty: 3660.721680
	Iteration 20F: 3 clusters Score -1.035997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10359974.000000 Penalty: 3660.721680
	Iteration 21Q: 3 clusters Score -1.035997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10359972.000000 Penalty: 3660.721680
	Iteration 22Q: 3 clusters Score -1.035997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10359973.000000 Penalty: 3660.721680
	Iteration 23Q: 3 clusters Score -1.035997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10359982.000000 Penalty: 3660.721680
	Iteration 24Q: 3 clusters Score -1.035998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10359981.000000 Penalty: 3660.721680
	Iteration 25Q: 3 clusters Score -1.035998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10359981.000000 Penalty: 3660.721680
	Iteration 26F: 3 clusters Score -1.035998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8926 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66591 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30281 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47336 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53875 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82635 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49494 members 
Mstep: Class 45 contains 7403 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 77945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962768.000000 Penalty: 106718.789062
Iteration 479Q: 50 clusters Score -8.596277e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 10727 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 64596 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66554 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30278 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47560 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53744 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2087 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 82469 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49404 members 
Mstep: Class 45 contains 7399 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59598 members 
Mstep: Class 50 contains 78156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963200.000000 Penalty: 106718.789062
Iteration 480F: 50 clusters Score -8.59632e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 64627 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8917 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66523 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30269 members 
Mstep: Class 27 contains 2493 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 47778 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53622 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2073 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20647 members 
Mstep: Class 41 contains 82310 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49347 members 
Mstep: Class 45 contains 7385 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59590 members 
Mstep: Class 50 contains 78299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963496.000000 Penalty: 106718.789062
Iteration 481Q: 50 clusters Score -8.59635e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 15845 members 
Mstep: Class 14 contains 64630 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66497 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30251 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 48018 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53511 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2060 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20649 members 
Mstep: Class 41 contains 82134 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49338 members 
Mstep: Class 45 contains 7371 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59579 members 
Mstep: Class 50 contains 78413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963480.000000 Penalty: 106718.789062
Iteration 482Q: 50 clusters Score -8.596348e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9135 members 
Mstep: Class 5 contains 10657 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 15856 members 
Mstep: Class 14 contains 64688 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66464 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30243 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 48259 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53410 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2046 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20653 members 
Mstep: Class 41 contains 81958 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49295 members 
Mstep: Class 45 contains 7366 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59556 members 
Mstep: Class 50 contains 78514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963472.000000 Penalty: 106718.789062
Iteration 483Q: 50 clusters Score -8.596347e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 14 contains 64727 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66425 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30243 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53296 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2031 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20653 members 
Mstep: Class 41 contains 81840 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49235 members 
Mstep: Class 45 contains 7344 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59568 members 
Mstep: Class 50 contains 78596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963648.000000 Penalty: 106718.789062
Iteration 484Q: 50 clusters Score -8.596365e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 64776 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66395 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30231 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 48711 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53218 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20661 members 
Mstep: Class 41 contains 81682 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49179 members 
Mstep: Class 45 contains 7317 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59608 members 
Mstep: Class 50 contains 78637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963664.000000 Penalty: 106718.789062
Iteration 485Q: 50 clusters Score -8.596366e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 14 contains 64818 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66371 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30205 members 
Mstep: Class 27 contains 2504 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 48988 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53121 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20656 members 
Mstep: Class 41 contains 81484 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49133 members 
Mstep: Class 45 contains 7293 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59682 members 
Mstep: Class 50 contains 78670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963856.000000 Penalty: 106718.789062
Iteration 486Q: 50 clusters Score -8.596386e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9183 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 64851 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66331 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30191 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 49278 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2486 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 53041 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1989 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20659 members 
Mstep: Class 41 contains 81307 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49087 members 
Mstep: Class 45 contains 7256 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59698 members 
Mstep: Class 50 contains 78740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963536.000000 Penalty: 106718.789062
Iteration 487Q: 50 clusters Score -8.596354e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9193 members 
Mstep: Class 5 contains 10583 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 15866 members 
Mstep: Class 14 contains 64903 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8839 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66302 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30181 members 
Mstep: Class 27 contains 2516 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 49589 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2487 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52935 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1983 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20656 members 
Mstep: Class 41 contains 81139 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49085 members 
Mstep: Class 45 contains 7210 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59673 members 
Mstep: Class 50 contains 78775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963520.000000 Penalty: 106718.789062
Iteration 488Q: 50 clusters Score -8.596352e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9204 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 15881 members 
Mstep: Class 14 contains 64954 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66261 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 2516 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 49905 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2491 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52866 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1970 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20649 members 
Mstep: Class 41 contains 80955 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49099 members 
Mstep: Class 45 contains 7182 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59648 members 
Mstep: Class 50 contains 78752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963384.000000 Penalty: 106718.789062
Iteration 489Q: 50 clusters Score -8.596338e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 15885 members 
Mstep: Class 14 contains 64989 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8818 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66224 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30156 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 50221 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52791 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1965 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20648 members 
Mstep: Class 41 contains 80770 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49098 members 
Mstep: Class 45 contains 7133 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59630 members 
Mstep: Class 50 contains 78738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963472.000000 Penalty: 106718.789062
Iteration 490Q: 50 clusters Score -8.596347e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 15896 members 
Mstep: Class 14 contains 65052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66200 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30148 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 50489 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52709 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20652 members 
Mstep: Class 41 contains 80622 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49089 members 
Mstep: Class 45 contains 7085 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59583 members 
Mstep: Class 50 contains 78743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963496.000000 Penalty: 106718.789062
Iteration 491Q: 50 clusters Score -8.59635e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 9235 members 
Mstep: Class 5 contains 10533 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 15904 members 
Mstep: Class 14 contains 65101 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66189 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30127 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 50771 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52651 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1951 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20650 members 
Mstep: Class 41 contains 80463 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49038 members 
Mstep: Class 45 contains 7046 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59526 members 
Mstep: Class 50 contains 78773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963568.000000 Penalty: 106718.789062
Iteration 492Q: 50 clusters Score -8.596357e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 15902 members 
Mstep: Class 14 contains 65149 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8791 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66166 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 51033 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52596 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1941 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20654 members 
Mstep: Class 41 contains 80346 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49045 members 
Mstep: Class 45 contains 7018 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59462 members 
Mstep: Class 50 contains 78746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963664.000000 Penalty: 106718.789062
Iteration 493Q: 50 clusters Score -8.596366e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9238 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 15897 members 
Mstep: Class 14 contains 65196 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8777 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66148 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 51328 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52555 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1933 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20659 members 
Mstep: Class 41 contains 80214 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49061 members 
Mstep: Class 45 contains 6979 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59414 members 
Mstep: Class 50 contains 78679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963792.000000 Penalty: 106718.789062
Iteration 494Q: 50 clusters Score -8.596379e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 10508 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 15903 members 
Mstep: Class 14 contains 65276 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66122 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30105 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 51600 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52508 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1921 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20658 members 
Mstep: Class 41 contains 80092 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49070 members 
Mstep: Class 45 contains 6928 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59368 members 
Mstep: Class 50 contains 78590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963760.000000 Penalty: 106718.789062
Iteration 495Q: 50 clusters Score -8.596376e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 10497 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 3416 members 
Mstep: Class 13 contains 15908 members 
Mstep: Class 14 contains 65334 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66110 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 51843 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52463 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1909 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20655 members 
Mstep: Class 41 contains 79994 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49074 members 
Mstep: Class 45 contains 6879 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59356 members 
Mstep: Class 50 contains 78475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963688.000000 Penalty: 106718.789062
Iteration 496Q: 50 clusters Score -8.596369e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 65417 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66102 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30123 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 52065 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2501 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52420 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20653 members 
Mstep: Class 41 contains 79924 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 49026 members 
Mstep: Class 45 contains 6829 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59373 members 
Mstep: Class 50 contains 78348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963896.000000 Penalty: 106718.789062
Iteration 497Q: 50 clusters Score -8.59639e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 10484 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10089 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 15922 members 
Mstep: Class 14 contains 65499 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66115 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30135 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 52297 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2504 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52364 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1890 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20653 members 
Mstep: Class 41 contains 79815 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 48936 members 
Mstep: Class 45 contains 6789 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59424 members 
Mstep: Class 50 contains 78212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963608.000000 Penalty: 106718.789062
Iteration 498Q: 50 clusters Score -8.596361e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9313 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 3500 members 
Mstep: Class 13 contains 15935 members 
Mstep: Class 14 contains 65600 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8730 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66131 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 52552 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2505 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52304 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1885 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20665 members 
Mstep: Class 41 contains 79699 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 48876 members 
Mstep: Class 45 contains 6747 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59465 members 
Mstep: Class 50 contains 78053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963584.000000 Penalty: 106718.789062
Iteration 499Q: 50 clusters Score -8.596358e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 9329 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 15932 members 
Mstep: Class 14 contains 65674 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 66137 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 30102 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 52849 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 2506 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 16111 members 
Mstep: Class 35 contains 52244 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 1879 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 1782 members 
Mstep: Class 40 contains 20666 members 
Mstep: Class 41 contains 79576 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 556 members 
Mstep: Class 44 contains 48843 members 
Mstep: Class 45 contains 6700 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 275 members 
Mstep: Class 49 contains 59554 members 
Mstep: Class 50 contains 77849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85963496.000000 Penalty: 106718.789062
Iteration 500F: 50 clusters Score -8.59635e+07 nChanged 1962
Maximum iterations exceeded
--- Evaluating fit on full set of 1985312 points ---
Entering Unmasked Estep 
Score: -256609888.000000 Penalty: 115466.492188
23->50 Clusters: Score -256609888.000000, best is -256656112.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 28621 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 28540 members 
Mstep: Class 5 contains 28707 members 
Mstep: Class 6 contains 28846 members 
Mstep: Class 7 contains 28759 members 
Mstep: Class 8 contains 28816 members 
Mstep: Class 9 contains 28982 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 28833 members 
Mstep: Class 12 contains 28915 members 
Mstep: Class 13 contains 29087 members 
Mstep: Class 14 contains 28809 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 28867 members 
Mstep: Class 17 contains 28593 members 
Mstep: Class 18 contains 28592 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 28650 members 
Mstep: Class 21 contains 28854 members 
Mstep: Class 22 contains 28610 members 
Mstep: Class 23 contains 28951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 527.476257 but Gain 2177.933594
Score: -78395024.000000 Penalty: 47914.558594
Iteration 0F: 23 clusters Score -7.839502e+07 nChanged 633449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3053 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 514 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 575498 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 50716 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 1835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1384.957031 but Gain 2177.933594
Score: -83643088.000000 Penalty: 45736.625000
Iteration 1F: 22 clusters Score -8.364309e+07 nChanged 85727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10169 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 690 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 529978 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 87963 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 19 contains 1061 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1335.219482 but Gain 2177.933594
Score: -84048816.000000 Penalty: 43558.691406
Iteration 2F: 21 clusters Score -8.404882e+07 nChanged 93270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13050 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 10 contains 461428 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 15 contains 140649 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 743 members 
Mstep: Class 21 contains 7215 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1311.914917 but Gain 2177.937500
Score: -84449080.000000 Penalty: 41380.753906
Iteration 3F: 20 clusters Score -8.444908e+07 nChanged 126458
Entering Unmasked Mstep 
Mstep: Class 0 contains 809 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15948 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 365194 members 
Mstep: Class 11 contains 12843 members 
Mstep: Class 15 contains 215479 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 949 members 
Mstep: Class 21 contains 7376 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 20095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84818456.000000 Penalty: 41380.753906
Iteration 4F: 20 clusters Score -8.481846e+07 nChanged 98435
Entering Unmasked Mstep 
Mstep: Class 0 contains 605 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 29190 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 335598 members 
Mstep: Class 11 contains 27198 members 
Mstep: Class 15 contains 212034 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 17 contains 4833 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85051264.000000 Penalty: 41380.753906
Iteration 5F: 20 clusters Score -8.505126e+07 nChanged 83991
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 51704 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 10505 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 299930 members 
Mstep: Class 11 contains 49468 members 
Mstep: Class 15 contains 196512 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85226112.000000 Penalty: 41380.753906
Iteration 6F: 20 clusters Score -8.522611e+07 nChanged 87658
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79685 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 258390 members 
Mstep: Class 11 contains 68581 members 
Mstep: Class 15 contains 184780 members 
Mstep: Class 16 contains 1044 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 6243 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 19104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85364776.000000 Penalty: 41380.753906
Iteration 7F: 20 clusters Score -8.536478e+07 nChanged 81569
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 106857 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 18302 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 1255 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 224655 members 
Mstep: Class 11 contains 79129 members 
Mstep: Class 15 contains 174172 members 
Mstep: Class 16 contains 1035 members 
Mstep: Class 17 contains 9327 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 5876 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 19046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85435816.000000 Penalty: 41380.753906
Iteration 8F: 20 clusters Score -8.543582e+07 nChanged 69225
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 126844 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 22301 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 195352 members 
Mstep: Class 11 contains 85101 members 
Mstep: Class 15 contains 170403 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 19010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85502400.000000 Penalty: 41380.753906
Iteration 9F: 20 clusters Score -8.55024e+07 nChanged 44784
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 136222 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 182270 members 
Mstep: Class 11 contains 88804 members 
Mstep: Class 15 contains 162621 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 18996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85532608.000000 Penalty: 41380.753906
Iteration 10F: 20 clusters Score -8.553261e+07 nChanged 38214
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 137938 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 30326 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 8616 members 
Mstep: Class 10 contains 175129 members 
Mstep: Class 11 contains 91108 members 
Mstep: Class 15 contains 157670 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 12660 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 7567 members 
Mstep: Class 23 contains 18994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85556040.000000 Penalty: 41380.753906
Iteration 11F: 20 clusters Score -8.555604e+07 nChanged 33094
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 137617 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 34138 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 169601 members 
Mstep: Class 11 contains 92918 members 
Mstep: Class 15 contains 153260 members 
Mstep: Class 16 contains 1066 members 
Mstep: Class 17 contains 13566 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 5472 members 
Mstep: Class 22 contains 8793 members 
Mstep: Class 23 contains 18983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85580776.000000 Penalty: 41380.753906
Iteration 12F: 20 clusters Score -8.558078e+07 nChanged 31687
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 136315 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 1155 members 
Mstep: Class 9 contains 11394 members 
Mstep: Class 10 contains 164282 members 
Mstep: Class 11 contains 95109 members 
Mstep: Class 15 contains 148702 members 
Mstep: Class 16 contains 1077 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 1777 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 9938 members 
Mstep: Class 23 contains 18978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85604992.000000 Penalty: 41380.753906
Iteration 13Q: 20 clusters Score -8.560499e+07 nChanged 31324
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 133997 members 
Mstep: Class 3 contains 699 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 41347 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 10 contains 158648 members 
Mstep: Class 11 contains 98077 members 
Mstep: Class 15 contains 144470 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 19 contains 914 members 
Mstep: Class 20 contains 1777 members 
Mstep: Class 21 contains 5118 members 
Mstep: Class 22 contains 10950 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85629128.000000 Penalty: 41380.753906
Iteration 14Q: 20 clusters Score -8.562913e+07 nChanged 31478
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 130528 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 15426 members 
Mstep: Class 10 contains 152647 members 
Mstep: Class 11 contains 102068 members 
Mstep: Class 15 contains 140829 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 11864 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85655408.000000 Penalty: 41380.753906
Iteration 15Q: 20 clusters Score -8.565541e+07 nChanged 29601
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 126343 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 47712 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 10 contains 147549 members 
Mstep: Class 11 contains 107170 members 
Mstep: Class 15 contains 136016 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85678648.000000 Penalty: 41380.753906
Iteration 16Q: 20 clusters Score -8.567865e+07 nChanged 28726
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 121231 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 50551 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 20644 members 
Mstep: Class 10 contains 143427 members 
Mstep: Class 11 contains 112463 members 
Mstep: Class 15 contains 131416 members 
Mstep: Class 16 contains 1089 members 
Mstep: Class 17 contains 16689 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5068 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85698080.000000 Penalty: 41380.753906
Iteration 17Q: 20 clusters Score -8.569808e+07 nChanged 26824
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 115567 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 53112 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 23698 members 
Mstep: Class 10 contains 140371 members 
Mstep: Class 11 contains 116813 members 
Mstep: Class 15 contains 127723 members 
Mstep: Class 16 contains 1096 members 
Mstep: Class 17 contains 17134 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 5093 members 
Mstep: Class 22 contains 13562 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85711352.000000 Penalty: 41380.753906
Iteration 18Q: 20 clusters Score -8.571135e+07 nChanged 24200
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 110423 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 55368 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 27170 members 
Mstep: Class 10 contains 138299 members 
Mstep: Class 11 contains 118796 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 13872 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85722112.000000 Penalty: 41380.753906
Iteration 19Q: 20 clusters Score -8.572211e+07 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 106721 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 57348 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 31051 members 
Mstep: Class 10 contains 136627 members 
Mstep: Class 11 contains 118265 members 
Mstep: Class 15 contains 123106 members 
Mstep: Class 16 contains 1100 members 
Mstep: Class 17 contains 17769 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5178 members 
Mstep: Class 22 contains 14089 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85731544.000000 Penalty: 41380.753906
Iteration 20F: 20 clusters Score -8.573154e+07 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 103556 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 58862 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 35347 members 
Mstep: Class 10 contains 135077 members 
Mstep: Class 11 contains 116730 members 
Mstep: Class 15 contains 121847 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 17995 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 14266 members 
Mstep: Class 23 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741184.000000 Penalty: 41380.753906
Iteration 21Q: 20 clusters Score -8.574118e+07 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 100908 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 60139 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 40155 members 
Mstep: Class 10 contains 133654 members 
Mstep: Class 11 contains 114190 members 
Mstep: Class 15 contains 121012 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 18126 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 5242 members 
Mstep: Class 22 contains 14428 members 
Mstep: Class 23 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85749792.000000 Penalty: 41380.753906
Iteration 22Q: 20 clusters Score -8.574979e+07 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 98645 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 61107 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 45407 members 
Mstep: Class 10 contains 132161 members 
Mstep: Class 11 contains 111467 members 
Mstep: Class 15 contains 120176 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 18145 members 
Mstep: Class 19 contains 878 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5267 members 
Mstep: Class 22 contains 14582 members 
Mstep: Class 23 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85757464.000000 Penalty: 41380.753906
Iteration 23Q: 20 clusters Score -8.575746e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 96769 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 61888 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 50800 members 
Mstep: Class 10 contains 130688 members 
Mstep: Class 11 contains 108840 members 
Mstep: Class 15 contains 119227 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 18072 members 
Mstep: Class 19 contains 877 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 14714 members 
Mstep: Class 23 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85766288.000000 Penalty: 41380.753906
Iteration 24Q: 20 clusters Score -8.576629e+07 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 94967 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 62410 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 56086 members 
Mstep: Class 10 contains 129254 members 
Mstep: Class 11 contains 106622 members 
Mstep: Class 15 contains 118383 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 17957 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 1774 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 14839 members 
Mstep: Class 23 contains 18973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85773720.000000 Penalty: 41380.753906
Iteration 25Q: 20 clusters Score -8.577372e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 93084 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 62716 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 61367 members 
Mstep: Class 10 contains 127951 members 
Mstep: Class 11 contains 104772 members 
Mstep: Class 15 contains 117526 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 14953 members 
Mstep: Class 23 contains 18971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85780448.000000 Penalty: 41380.753906
Iteration 26Q: 20 clusters Score -8.578045e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 91390 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 66499 members 
Mstep: Class 10 contains 126619 members 
Mstep: Class 11 contains 103168 members 
Mstep: Class 15 contains 116671 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 17571 members 
Mstep: Class 19 contains 878 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 15024 members 
Mstep: Class 23 contains 18971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85785520.000000 Penalty: 41380.753906
Iteration 27Q: 20 clusters Score -8.578552e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 89630 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 63056 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 71380 members 
Mstep: Class 10 contains 125559 members 
Mstep: Class 11 contains 101766 members 
Mstep: Class 15 contains 115973 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 19 contains 875 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 15057 members 
Mstep: Class 23 contains 18970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85789080.000000 Penalty: 41380.753906
Iteration 28Q: 20 clusters Score -8.578908e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 88005 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 63081 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 76108 members 
Mstep: Class 10 contains 124490 members 
Mstep: Class 11 contains 100662 members 
Mstep: Class 15 contains 115216 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 19 contains 873 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 18970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85792960.000000 Penalty: 41380.753906
Iteration 29Q: 20 clusters Score -8.579296e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 86434 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 63088 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 80288 members 
Mstep: Class 10 contains 123622 members 
Mstep: Class 11 contains 99755 members 
Mstep: Class 15 contains 114726 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 16846 members 
Mstep: Class 19 contains 873 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 18970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85795520.000000 Penalty: 41380.753906
Iteration 30Q: 20 clusters Score -8.579552e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 84865 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 63082 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 84393 members 
Mstep: Class 10 contains 122625 members 
Mstep: Class 11 contains 99084 members 
Mstep: Class 15 contains 114270 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 16556 members 
Mstep: Class 19 contains 872 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 15103 members 
Mstep: Class 23 contains 18969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85802784.000000 Penalty: 41380.753906
Iteration 31Q: 20 clusters Score -8.580278e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 82153 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 63018 members 
Mstep: Class 6 contains 1792 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 91294 members 
Mstep: Class 10 contains 121081 members 
Mstep: Class 11 contains 97906 members 
Mstep: Class 15 contains 113414 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 16277 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 15007 members 
Mstep: Class 23 contains 18969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85811272.000000 Penalty: 41380.753906
Iteration 32Q: 20 clusters Score -8.581127e+07 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 77228 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 62832 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 102679 members 
Mstep: Class 10 contains 118681 members 
Mstep: Class 11 contains 95790 members 
Mstep: Class 15 contains 112313 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 15992 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 14909 members 
Mstep: Class 23 contains 18969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85810960.000000 Penalty: 41380.753906
Iteration 33Q: 20 clusters Score -8.581096e+07 nChanged 24525
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 68850 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 62766 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 116124 members 
Mstep: Class 10 contains 116588 members 
Mstep: Class 11 contains 94306 members 
Mstep: Class 15 contains 111596 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5436 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 18970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85795736.000000 Penalty: 41380.753906
Iteration 34Q: 20 clusters Score -8.579574e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 62928 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 62812 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 121193 members 
Mstep: Class 10 contains 116601 members 
Mstep: Class 11 contains 94472 members 
Mstep: Class 15 contains 112626 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5448 members 
Mstep: Class 22 contains 14855 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85787312.000000 Penalty: 41380.753906
Iteration 35Q: 20 clusters Score -8.578731e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 60433 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 62935 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 120860 members 
Mstep: Class 10 contains 118040 members 
Mstep: Class 11 contains 95086 members 
Mstep: Class 15 contains 113530 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 15112 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5457 members 
Mstep: Class 22 contains 14989 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85786040.000000 Penalty: 41380.753906
Iteration 36Q: 20 clusters Score -8.578604e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 59241 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 63076 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 119579 members 
Mstep: Class 10 contains 119339 members 
Mstep: Class 11 contains 95876 members 
Mstep: Class 15 contains 113972 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 14829 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85786440.000000 Penalty: 41380.753906
Iteration 37Q: 20 clusters Score -8.578644e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 58562 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 63204 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 118327 members 
Mstep: Class 10 contains 120090 members 
Mstep: Class 11 contains 96830 members 
Mstep: Class 15 contains 114255 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14562 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 15175 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85787344.000000 Penalty: 41380.753906
Iteration 38Q: 20 clusters Score -8.578734e+07 nChanged 7463
Entering ConstructFrom: 
Score: -85787344.000000 Penalty: 41380.753906
Entering ConstructFrom: 
Trying to split cluster 1 (26133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Entering Unmasked Estep 
Score: -3262150.000000 Penalty: 1652.780029
	Iteration 0F: 2 clusters Score -3262150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3244488.000000 Penalty: 3305.560059
	Iteration 0F: 3 clusters Score -3244488 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3251493.000000 Penalty: 3305.560059
	Iteration 1F: 3 clusters Score -3251493 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3252271.250000 Penalty: 3305.560059
	Iteration 2F: 3 clusters Score -3252271 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3253230.500000 Penalty: 3305.560059
	Iteration 3F: 3 clusters Score -3253230 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3254221.500000 Penalty: 3305.560059
	Iteration 4F: 3 clusters Score -3254222 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3255309.500000 Penalty: 3305.560059
	Iteration 5F: 3 clusters Score -3255310 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3256451.250000 Penalty: 3305.560059
	Iteration 6F: 3 clusters Score -3256451 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3257608.000000 Penalty: 3305.560059
	Iteration 7F: 3 clusters Score -3257608 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3258651.750000 Penalty: 3305.560059
	Iteration 8F: 3 clusters Score -3258652 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3259428.750000 Penalty: 3305.560059
	Iteration 9Q: 3 clusters Score -3259429 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3260031.250000 Penalty: 3305.560059
	Iteration 10Q: 3 clusters Score -3260031 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3260490.000000 Penalty: 3305.560059
	Iteration 11Q: 3 clusters Score -3260490 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3260882.250000 Penalty: 3305.560059
	Iteration 12Q: 3 clusters Score -3260882 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3261204.250000 Penalty: 3305.560059
	Iteration 13Q: 3 clusters Score -3261204 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3261422.500000 Penalty: 3305.560059
	Iteration 14Q: 3 clusters Score -3261422 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3261626.250000 Penalty: 3305.560059
	Iteration 15Q: 3 clusters Score -3261626 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3261794.750000 Penalty: 3305.560059
	Iteration 16Q: 3 clusters Score -3261795 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3261908.500000 Penalty: 3305.560059
	Iteration 17Q: 3 clusters Score -3261908 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3262055.500000 Penalty: 3305.560059
	Iteration 18Q: 3 clusters Score -3262056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3262159.000000 Penalty: 3305.560059
	Iteration 19Q: 3 clusters Score -3262159 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3262241.250000 Penalty: 3305.560059
	Iteration 20F: 3 clusters Score -3262241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3262304.750000 Penalty: 3305.560059
	Iteration 21Q: 3 clusters Score -3262305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3262344.500000 Penalty: 3305.560059
	Iteration 22Q: 3 clusters Score -3262344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3262358.500000 Penalty: 3305.560059
	Iteration 23Q: 3 clusters Score -3262358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3262368.500000 Penalty: 3305.560059
	Iteration 24Q: 3 clusters Score -3262368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3262373.000000 Penalty: 3305.560059
	Iteration 25Q: 3 clusters Score -3262373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3262376.750000 Penalty: 3305.560059
	Iteration 26Q: 3 clusters Score -3262377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3262376.500000 Penalty: 3305.560059
	Iteration 27Q: 3 clusters Score -3262376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3262381.000000 Penalty: 3305.560059
	Iteration 28Q: 3 clusters Score -3262381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3262379.500000 Penalty: 3305.560059
	Iteration 29Q: 3 clusters Score -3262380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3262375.250000 Penalty: 3305.560059
	Iteration 30Q: 3 clusters Score -3262375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3262381.250000 Penalty: 3305.560059
	Iteration 31Q: 3 clusters Score -3262381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3262378.000000 Penalty: 3305.560059
	Iteration 32Q: 3 clusters Score -3262378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3262378.000000 Penalty: 3305.560059
	Iteration 33F: 3 clusters Score -3262378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 63344 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
Score: -85788008.000000 Penalty: 43558.691406
Splitting cluster 1 changes total score from -85787344.000000 to -85788008.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (58144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Entering Unmasked Estep 
Score: -7706515.500000 Penalty: 1782.735229
	Iteration 0F: 2 clusters Score -7706516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -7668046.500000 Penalty: 3565.470459
	Iteration 0F: 3 clusters Score -7668046 nChanged 27514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7684136.500000 Penalty: 3565.470459
	Iteration 1F: 3 clusters Score -7684136 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -7685240.500000 Penalty: 3565.470459
	Iteration 2Q: 3 clusters Score -7685240 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7686642.000000 Penalty: 3565.470459
	Iteration 3Q: 3 clusters Score -7686642 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -7688562.500000 Penalty: 3565.470459
	Iteration 4F: 3 clusters Score -7688562 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -7691255.000000 Penalty: 3565.470459
	Iteration 5F: 3 clusters Score -7691255 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -7694557.500000 Penalty: 3565.470459
	Iteration 6F: 3 clusters Score -7694558 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7697321.000000 Penalty: 3565.470459
	Iteration 7F: 3 clusters Score -7697321 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7698916.500000 Penalty: 3565.470459
	Iteration 8F: 3 clusters Score -7698916 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -7699637.000000 Penalty: 3565.470459
	Iteration 9Q: 3 clusters Score -7699637 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -7700144.500000 Penalty: 3565.470459
	Iteration 10Q: 3 clusters Score -7700144 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -7700561.000000 Penalty: 3565.470459
	Iteration 11Q: 3 clusters Score -7700561 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -7701041.500000 Penalty: 3565.470459
	Iteration 12Q: 3 clusters Score -7701042 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -7701526.500000 Penalty: 3565.470459
	Iteration 13Q: 3 clusters Score -7701526 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -7701988.000000 Penalty: 3565.470459
	Iteration 14Q: 3 clusters Score -7701988 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -7702380.500000 Penalty: 3565.470459
	Iteration 15Q: 3 clusters Score -7702380 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -7702672.000000 Penalty: 3565.470459
	Iteration 16Q: 3 clusters Score -7702672 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -7702905.500000 Penalty: 3565.470459
	Iteration 17Q: 3 clusters Score -7702906 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -7703085.000000 Penalty: 3565.470459
	Iteration 18Q: 3 clusters Score -7703085 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7703258.500000 Penalty: 3565.470459
	Iteration 19Q: 3 clusters Score -7703258 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -7703388.500000 Penalty: 3565.470459
	Iteration 20F: 3 clusters Score -7703388 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -7703564.500000 Penalty: 3565.470459
	Iteration 21Q: 3 clusters Score -7703564 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -7703708.500000 Penalty: 3565.470459
	Iteration 22Q: 3 clusters Score -7703708 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7703857.000000 Penalty: 3565.470459
	Iteration 23Q: 3 clusters Score -7703857 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7704000.000000 Penalty: 3565.470459
	Iteration 24Q: 3 clusters Score -7704000 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7704143.000000 Penalty: 3565.470459
	Iteration 25Q: 3 clusters Score -7704143 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7704225.500000 Penalty: 3565.470459
	Iteration 26Q: 3 clusters Score -7704226 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7704308.000000 Penalty: 3565.470459
	Iteration 27Q: 3 clusters Score -7704308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -7704419.000000 Penalty: 3565.470459
	Iteration 28Q: 3 clusters Score -7704419 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -7704495.000000 Penalty: 3565.470459
	Iteration 29Q: 3 clusters Score -7704495 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -7704550.000000 Penalty: 3565.470459
	Iteration 30Q: 3 clusters Score -7704550 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -7704622.000000 Penalty: 3565.470459
	Iteration 31Q: 3 clusters Score -7704622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -7704717.500000 Penalty: 3565.470459
	Iteration 32Q: 3 clusters Score -7704718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7704804.500000 Penalty: 3565.470459
	Iteration 33Q: 3 clusters Score -7704804 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7704834.500000 Penalty: 3565.470459
	Iteration 34Q: 3 clusters Score -7704834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7704886.000000 Penalty: 3565.470459
	Iteration 35Q: 3 clusters Score -7704886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7704908.000000 Penalty: 3565.470459
	Iteration 36Q: 3 clusters Score -7704908 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -7704940.500000 Penalty: 3565.470459
	Iteration 37Q: 3 clusters Score -7704940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7704969.000000 Penalty: 3565.470459
	Iteration 38Q: 3 clusters Score -7704969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7704970.000000 Penalty: 3565.470459
	Iteration 39Q: 3 clusters Score -7704970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7704986.500000 Penalty: 3565.470459
	Iteration 40F: 3 clusters Score -7704986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7705006.500000 Penalty: 3565.470459
	Iteration 41Q: 3 clusters Score -7705006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7705031.000000 Penalty: 3565.470459
	Iteration 42Q: 3 clusters Score -7705031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7705072.000000 Penalty: 3565.470459
	Iteration 43Q: 3 clusters Score -7705072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7705101.000000 Penalty: 3565.470459
	Iteration 44Q: 3 clusters Score -7705101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7705117.500000 Penalty: 3565.470459
	Iteration 45Q: 3 clusters Score -7705118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7705130.500000 Penalty: 3565.470459
	Iteration 46Q: 3 clusters Score -7705130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7705173.000000 Penalty: 3565.470459
	Iteration 47Q: 3 clusters Score -7705173 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7705180.500000 Penalty: 3565.470459
	Iteration 48Q: 3 clusters Score -7705180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7705201.000000 Penalty: 3565.470459
	Iteration 49Q: 3 clusters Score -7705201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7705229.500000 Penalty: 3565.470459
	Iteration 50Q: 3 clusters Score -7705230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7705263.500000 Penalty: 3565.470459
	Iteration 51Q: 3 clusters Score -7705264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7705302.000000 Penalty: 3565.470459
	Iteration 52Q: 3 clusters Score -7705302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7705326.500000 Penalty: 3565.470459
	Iteration 53Q: 3 clusters Score -7705326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7705347.500000 Penalty: 3565.470459
	Iteration 54Q: 3 clusters Score -7705348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7705382.500000 Penalty: 3565.470459
	Iteration 55Q: 3 clusters Score -7705382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7705399.000000 Penalty: 3565.470459
	Iteration 56Q: 3 clusters Score -7705399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7705398.000000 Penalty: 3565.470459
	Iteration 57Q: 3 clusters Score -7705398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7705419.000000 Penalty: 3565.470459
	Iteration 58Q: 3 clusters Score -7705419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7705426.500000 Penalty: 3565.470459
	Iteration 59Q: 3 clusters Score -7705426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7705444.000000 Penalty: 3565.470459
	Iteration 60F: 3 clusters Score -7705444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7705437.500000 Penalty: 3565.470459
	Iteration 61Q: 3 clusters Score -7705438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7705452.500000 Penalty: 3565.470459
	Iteration 62Q: 3 clusters Score -7705452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7705457.500000 Penalty: 3565.470459
	Iteration 63Q: 3 clusters Score -7705458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7705464.500000 Penalty: 3565.470459
	Iteration 64Q: 3 clusters Score -7705464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7705460.500000 Penalty: 3565.470459
	Iteration 65Q: 3 clusters Score -7705460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7705455.500000 Penalty: 3565.470459
	Iteration 66Q: 3 clusters Score -7705456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7705460.000000 Penalty: 3565.470459
	Iteration 67Q: 3 clusters Score -7705460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7705453.500000 Penalty: 3565.470459
	Iteration 68Q: 3 clusters Score -7705454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7705461.000000 Penalty: 3565.470459
	Iteration 69Q: 3 clusters Score -7705461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7705461.000000 Penalty: 3565.470459
	Iteration 70Q: 3 clusters Score -7705461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7705464.000000 Penalty: 3565.470459
	Iteration 71Q: 3 clusters Score -7705464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7705464.000000 Penalty: 3565.470459
	Iteration 72Q: 3 clusters Score -7705464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7705466.000000 Penalty: 3565.470459
	Iteration 73Q: 3 clusters Score -7705466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7705466.000000 Penalty: 3565.470459
	Iteration 74F: 3 clusters Score -7705466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -32332.363281 Penalty: 1041.385986
	Iteration 0F: 2 clusters Score -32332.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31574.564453 Penalty: 2082.771973
	Iteration 0F: 3 clusters Score -31574.56 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33361.765625 Penalty: 2082.771973
	Iteration 1F: 3 clusters Score -33361.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34038.226562 Penalty: 2082.771973
	Iteration 2F: 3 clusters Score -34038.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34181.339844 Penalty: 2082.771973
	Iteration 3Q: 3 clusters Score -34181.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34242.656250 Penalty: 2082.771973
	Iteration 4Q: 3 clusters Score -34242.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34297.761719 Penalty: 2082.771973
	Iteration 5Q: 3 clusters Score -34297.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34304.039062 Penalty: 2082.771973
	Iteration 6Q: 3 clusters Score -34304.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34304.039062 Penalty: 2082.771973
	Iteration 7F: 3 clusters Score -34304.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 63344 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
Score: -85788832.000000 Penalty: 45736.625000
Splitting cluster 3 changes total score from -85787344.000000 to -85788832.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -162156.187500 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -162156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160531.421875 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -160531.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -161314.250000 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -161314.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161772.656250 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -161772.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -162079.859375 Penalty: 2343.515869
	Iteration 3F: 3 clusters Score -162079.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -162328.765625 Penalty: 2343.515869
	Iteration 4F: 3 clusters Score -162328.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162671.781250 Penalty: 2343.515869
	Iteration 5F: 3 clusters Score -162671.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163087.109375 Penalty: 2343.515869
	Iteration 6F: 3 clusters Score -163087.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -163412.421875 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -163412.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -163917.609375 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -163917.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164566.875000 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -164566.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -164959.656250 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -164959.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165117.593750 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -165117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -165170.906250 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -165170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -165185.015625 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -165185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -165213.484375 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -165213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -165225.562500 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -165225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -165230.859375 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -165230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -165234.812500 Penalty: 2343.515869
	Iteration 17F: 3 clusters Score -165234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -165246.875000 Penalty: 2343.515869
	Iteration 18Q: 3 clusters Score -165246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -165249.593750 Penalty: 2343.515869
	Iteration 19Q: 3 clusters Score -165249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -165252.125000 Penalty: 2343.515869
	Iteration 20F: 3 clusters Score -165252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 63344 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
Score: -85790960.000000 Penalty: 47914.558594
Splitting cluster 4 changes total score from -85787344.000000 to -85790960.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (63344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Entering Unmasked Estep 
Score: -8150430.000000 Penalty: 1796.654541
	Iteration 0F: 2 clusters Score -8150430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -8109118.000000 Penalty: 3593.309082
	Iteration 0F: 3 clusters Score -8109118 nChanged 29986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -8127603.000000 Penalty: 3593.309082
	Iteration 1F: 3 clusters Score -8127603 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8131482.000000 Penalty: 3593.309082
	Iteration 2F: 3 clusters Score -8131482 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -8139657.000000 Penalty: 3593.309082
	Iteration 3F: 3 clusters Score -8139657 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8148685.500000 Penalty: 3593.309082
	Iteration 4F: 3 clusters Score -8148686 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -8154220.500000 Penalty: 3593.309082
	Iteration 5F: 3 clusters Score -8154220 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -8156493.500000 Penalty: 3593.309082
	Iteration 6F: 3 clusters Score -8156494 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -8157377.500000 Penalty: 3593.309082
	Iteration 7Q: 3 clusters Score -8157378 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8157751.000000 Penalty: 3593.309082
	Iteration 8Q: 3 clusters Score -8157751 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8157985.500000 Penalty: 3593.309082
	Iteration 9Q: 3 clusters Score -8157986 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -8158171.500000 Penalty: 3593.309082
	Iteration 10Q: 3 clusters Score -8158172 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -8158360.000000 Penalty: 3593.309082
	Iteration 11Q: 3 clusters Score -8158360 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -8158509.500000 Penalty: 3593.309082
	Iteration 12Q: 3 clusters Score -8158510 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -8158661.000000 Penalty: 3593.309082
	Iteration 13Q: 3 clusters Score -8158661 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -8158803.000000 Penalty: 3593.309082
	Iteration 14Q: 3 clusters Score -8158803 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -8158938.500000 Penalty: 3593.309082
	Iteration 15Q: 3 clusters Score -8158938 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -8159066.000000 Penalty: 3593.309082
	Iteration 16Q: 3 clusters Score -8159066 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8159173.000000 Penalty: 3593.309082
	Iteration 17Q: 3 clusters Score -8159173 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -8159305.000000 Penalty: 3593.309082
	Iteration 18Q: 3 clusters Score -8159305 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -8159430.000000 Penalty: 3593.309082
	Iteration 19Q: 3 clusters Score -8159430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -8159527.500000 Penalty: 3593.309082
	Iteration 20F: 3 clusters Score -8159528 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -8159597.000000 Penalty: 3593.309082
	Iteration 21Q: 3 clusters Score -8159597 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -8159640.000000 Penalty: 3593.309082
	Iteration 22Q: 3 clusters Score -8159640 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -8159671.000000 Penalty: 3593.309082
	Iteration 23Q: 3 clusters Score -8159671 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -8159696.000000 Penalty: 3593.309082
	Iteration 24Q: 3 clusters Score -8159696 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8159745.500000 Penalty: 3593.309082
	Iteration 25Q: 3 clusters Score -8159746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -8159768.500000 Penalty: 3593.309082
	Iteration 26Q: 3 clusters Score -8159768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -8159783.000000 Penalty: 3593.309082
	Iteration 27Q: 3 clusters Score -8159783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -8159790.000000 Penalty: 3593.309082
	Iteration 28Q: 3 clusters Score -8159790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -8159795.000000 Penalty: 3593.309082
	Iteration 29Q: 3 clusters Score -8159795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -8159796.500000 Penalty: 3593.309082
	Iteration 30Q: 3 clusters Score -8159796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8159779.500000 Penalty: 3593.309082
	Iteration 31Q: 3 clusters Score -8159780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -8159781.000000 Penalty: 3593.309082
	Iteration 32Q: 3 clusters Score -8159781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -8159784.500000 Penalty: 3593.309082
	Iteration 33Q: 3 clusters Score -8159784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8159792.000000 Penalty: 3593.309082
	Iteration 34Q: 3 clusters Score -8159792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -8159789.500000 Penalty: 3593.309082
	Iteration 35Q: 3 clusters Score -8159790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -8159800.000000 Penalty: 3593.309082
	Iteration 36Q: 3 clusters Score -8159800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -8159788.000000 Penalty: 3593.309082
	Iteration 37Q: 3 clusters Score -8159788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -8159787.500000 Penalty: 3593.309082
	Iteration 38Q: 3 clusters Score -8159788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -8159802.000000 Penalty: 3593.309082
	Iteration 39Q: 3 clusters Score -8159802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8159787.500000 Penalty: 3593.309082
	Iteration 40F: 3 clusters Score -8159788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -8159790.000000 Penalty: 3593.309082
	Iteration 41Q: 3 clusters Score -8159790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -8159785.000000 Penalty: 3593.309082
	Iteration 42Q: 3 clusters Score -8159785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8159781.500000 Penalty: 3593.309082
	Iteration 43Q: 3 clusters Score -8159782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -8159789.000000 Penalty: 3593.309082
	Iteration 44Q: 3 clusters Score -8159789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8159786.500000 Penalty: 3593.309082
	Iteration 45Q: 3 clusters Score -8159786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -8159797.500000 Penalty: 3593.309082
	Iteration 46Q: 3 clusters Score -8159798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8159790.500000 Penalty: 3593.309082
	Iteration 47Q: 3 clusters Score -8159790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8159801.000000 Penalty: 3593.309082
	Iteration 48Q: 3 clusters Score -8159801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -8159799.500000 Penalty: 3593.309082
	Iteration 49Q: 3 clusters Score -8159800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8159794.000000 Penalty: 3593.309082
	Iteration 50Q: 3 clusters Score -8159794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8159788.500000 Penalty: 3593.309082
	Iteration 51Q: 3 clusters Score -8159788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8159779.500000 Penalty: 3593.309082
	Iteration 52Q: 3 clusters Score -8159780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -8159779.000000 Penalty: 3593.309082
	Iteration 53Q: 3 clusters Score -8159779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8159786.500000 Penalty: 3593.309082
	Iteration 54Q: 3 clusters Score -8159786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8159786.500000 Penalty: 3593.309082
	Iteration 55Q: 3 clusters Score -8159786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -8159785.500000 Penalty: 3593.309082
	Iteration 56Q: 3 clusters Score -8159786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -8159785.500000 Penalty: 3593.309082
	Iteration 57F: 3 clusters Score -8159786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Entering Unmasked Estep 
Score: -85800144.000000 Penalty: 50092.492188
Splitting cluster 5 changes total score from -85787344.000000 to -85800144.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -201993.265625 Penalty: 1217.573486
	Iteration 0F: 2 clusters Score -201993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -200315.906250 Penalty: 2435.146973
	Iteration 0F: 3 clusters Score -200315.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202244.625000 Penalty: 2435.146973
	Iteration 1F: 3 clusters Score -202244.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -204294.921875 Penalty: 2435.146973
	Iteration 2F: 3 clusters Score -204294.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -205330.500000 Penalty: 2435.146973
	Iteration 3F: 3 clusters Score -205330.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -205654.718750 Penalty: 2435.146973
	Iteration 4Q: 3 clusters Score -205654.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -205814.875000 Penalty: 2435.146973
	Iteration 5Q: 3 clusters Score -205814.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -205893.593750 Penalty: 2435.146973
	Iteration 6Q: 3 clusters Score -205893.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -205970.328125 Penalty: 2435.146973
	Iteration 7Q: 3 clusters Score -205970.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -206025.375000 Penalty: 2435.146973
	Iteration 8Q: 3 clusters Score -206025.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -206081.015625 Penalty: 2435.146973
	Iteration 9Q: 3 clusters Score -206081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -206137.000000 Penalty: 2435.146973
	Iteration 10Q: 3 clusters Score -206137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -206184.828125 Penalty: 2435.146973
	Iteration 11Q: 3 clusters Score -206184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -206217.078125 Penalty: 2435.146973
	Iteration 12Q: 3 clusters Score -206217.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -206243.390625 Penalty: 2435.146973
	Iteration 13Q: 3 clusters Score -206243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -206255.000000 Penalty: 2435.146973
	Iteration 14Q: 3 clusters Score -206255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -206258.796875 Penalty: 2435.146973
	Iteration 15Q: 3 clusters Score -206258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206259.484375 Penalty: 2435.146973
	Iteration 16Q: 3 clusters Score -206259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -206260.500000 Penalty: 2435.146973
	Iteration 17Q: 3 clusters Score -206260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -206261.250000 Penalty: 2435.146973
	Iteration 18Q: 3 clusters Score -206261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206263.640625 Penalty: 2435.146973
	Iteration 19Q: 3 clusters Score -206263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206278.828125 Penalty: 2435.146973
	Iteration 20F: 3 clusters Score -206278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -206288.484375 Penalty: 2435.146973
	Iteration 21Q: 3 clusters Score -206288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -206300.812500 Penalty: 2435.146973
	Iteration 22Q: 3 clusters Score -206300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -206327.250000 Penalty: 2435.146973
	Iteration 23Q: 3 clusters Score -206327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -206345.015625 Penalty: 2435.146973
	Iteration 24Q: 3 clusters Score -206345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206368.718750 Penalty: 2435.146973
	Iteration 25Q: 3 clusters Score -206368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -206379.343750 Penalty: 2435.146973
	Iteration 26Q: 3 clusters Score -206379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206388.171875 Penalty: 2435.146973
	Iteration 27Q: 3 clusters Score -206388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206389.343750 Penalty: 2435.146973
	Iteration 28Q: 3 clusters Score -206389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -206390.890625 Penalty: 2435.146973
	Iteration 29Q: 3 clusters Score -206390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -206400.531250 Penalty: 2435.146973
	Iteration 30F: 3 clusters Score -206400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206415.000000 Penalty: 2435.146973
	Iteration 31Q: 3 clusters Score -206415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -206433.984375 Penalty: 2435.146973
	Iteration 32Q: 3 clusters Score -206434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -206461.187500 Penalty: 2435.146973
	Iteration 33Q: 3 clusters Score -206461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -206474.687500 Penalty: 2435.146973
	Iteration 34Q: 3 clusters Score -206474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206488.765625 Penalty: 2435.146973
	Iteration 35Q: 3 clusters Score -206488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -206492.484375 Penalty: 2435.146973
	Iteration 36Q: 3 clusters Score -206492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206494.828125 Penalty: 2435.146973
	Iteration 37Q: 3 clusters Score -206494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206495.750000 Penalty: 2435.146973
	Iteration 38Q: 3 clusters Score -206495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -206497.156250 Penalty: 2435.146973
	Iteration 39Q: 3 clusters Score -206497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206502.531250 Penalty: 2435.146973
	Iteration 40F: 3 clusters Score -206502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -206506.843750 Penalty: 2435.146973
	Iteration 41Q: 3 clusters Score -206506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -206506.843750 Penalty: 2435.146973
	Iteration 42F: 3 clusters Score -206506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Entering Unmasked Estep 
Score: -85803792.000000 Penalty: 52270.425781
Splitting cluster 6 changes total score from -85787344.000000 to -85803792.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -108001.437500 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -108001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106677.593750 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -106677.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108785.242188 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -108785.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109514.898438 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -109514.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109996.265625 Penalty: 2348.754150
	Iteration 3F: 3 clusters Score -109996.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110544.062500 Penalty: 2348.754150
	Iteration 4F: 3 clusters Score -110544.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111010.375000 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -111010.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -111370.453125 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -111370.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111654.593750 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -111654.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111752.984375 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -111753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111782.289062 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -111782.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -111791.281250 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -111791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111797.437500 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -111797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111802.140625 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -111802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111804.382812 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -111804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111805.750000 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -111805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111809.953125 Penalty: 2348.754150
	Iteration 15F: 3 clusters Score -111810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111817.515625 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -111817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111822.820312 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -111822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111833.937500 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -111833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111863.773438 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -111863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111918.187500 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -111918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111986.609375 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -111986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112060.007812 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -112060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112102.968750 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -112103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112116.804688 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -112116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112128.320312 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -112128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112128.820312 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -112128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112129.226562 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -112129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112129.226562 Penalty: 2348.754150
	Iteration 28F: 3 clusters Score -112129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Entering Unmasked Estep 
Score: -85806960.000000 Penalty: 54448.363281
Splitting cluster 7 changes total score from -85787344.000000 to -85806960.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -110739.468750 Penalty: 1132.743652
	Iteration 0F: 2 clusters Score -110739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109436.789062 Penalty: 2265.487305
	Iteration 0F: 3 clusters Score -109436.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110461.226562 Penalty: 2265.487305
	Iteration 1F: 3 clusters Score -110461.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110873.523438 Penalty: 2265.487305
	Iteration 2F: 3 clusters Score -110873.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111156.046875 Penalty: 2265.487305
	Iteration 3Q: 3 clusters Score -111156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -111396.359375 Penalty: 2265.487305
	Iteration 4F: 3 clusters Score -111396.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111587.375000 Penalty: 2265.487305
	Iteration 5Q: 3 clusters Score -111587.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111682.179688 Penalty: 2265.487305
	Iteration 6Q: 3 clusters Score -111682.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111748.195312 Penalty: 2265.487305
	Iteration 7Q: 3 clusters Score -111748.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111778.492188 Penalty: 2265.487305
	Iteration 8Q: 3 clusters Score -111778.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111804.429688 Penalty: 2265.487305
	Iteration 9Q: 3 clusters Score -111804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111811.343750 Penalty: 2265.487305
	Iteration 10Q: 3 clusters Score -111811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111822.914062 Penalty: 2265.487305
	Iteration 11Q: 3 clusters Score -111822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111836.140625 Penalty: 2265.487305
	Iteration 12Q: 3 clusters Score -111836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111848.820312 Penalty: 2265.487305
	Iteration 13Q: 3 clusters Score -111848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111857.445312 Penalty: 2265.487305
	Iteration 14Q: 3 clusters Score -111857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111867.382812 Penalty: 2265.487305
	Iteration 15Q: 3 clusters Score -111867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111874.554688 Penalty: 2265.487305
	Iteration 16Q: 3 clusters Score -111874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111886.843750 Penalty: 2265.487305
	Iteration 17Q: 3 clusters Score -111886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111892.781250 Penalty: 2265.487305
	Iteration 18Q: 3 clusters Score -111892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111895.304688 Penalty: 2265.487305
	Iteration 19Q: 3 clusters Score -111895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -111897.281250 Penalty: 2265.487305
	Iteration 20F: 3 clusters Score -111897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111899.968750 Penalty: 2265.487305
	Iteration 21Q: 3 clusters Score -111900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111901.882812 Penalty: 2265.487305
	Iteration 22Q: 3 clusters Score -111901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111903.046875 Penalty: 2265.487305
	Iteration 23Q: 3 clusters Score -111903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111905.546875 Penalty: 2265.487305
	Iteration 24Q: 3 clusters Score -111905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111907.093750 Penalty: 2265.487305
	Iteration 25Q: 3 clusters Score -111907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111907.093750 Penalty: 2265.487305
	Iteration 26F: 3 clusters Score -111907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 117079 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Entering Unmasked Estep 
Score: -85807080.000000 Penalty: 56626.296875
Splitting cluster 8 changes total score from -85787344.000000 to -85807080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (117079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Entering Unmasked Estep 
Score: -15451559.000000 Penalty: 1896.473145
	Iteration 0F: 2 clusters Score -1.545156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -15402788.000000 Penalty: 3792.946289
	Iteration 0F: 3 clusters Score -1.540279e+07 nChanged 56398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -15435644.000000 Penalty: 3792.946289
	Iteration 1F: 3 clusters Score -1.543564e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -15436594.000000 Penalty: 3792.946289
	Iteration 2Q: 3 clusters Score -1.543659e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -15437814.000000 Penalty: 3792.946289
	Iteration 3Q: 3 clusters Score -1.543781e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -15439831.000000 Penalty: 3792.946289
	Iteration 4Q: 3 clusters Score -1.543983e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -15442230.000000 Penalty: 3792.946289
	Iteration 5Q: 3 clusters Score -1.544223e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -15445339.000000 Penalty: 3792.946289
	Iteration 6F: 3 clusters Score -1.544534e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -15449111.000000 Penalty: 3792.946289
	Iteration 7F: 3 clusters Score -1.544911e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -15453675.000000 Penalty: 3792.946289
	Iteration 8F: 3 clusters Score -1.545368e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -15458861.000000 Penalty: 3792.946289
	Iteration 9F: 3 clusters Score -1.545886e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -15463387.000000 Penalty: 3792.946289
	Iteration 10F: 3 clusters Score -1.546339e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -15465504.000000 Penalty: 3792.946289
	Iteration 11Q: 3 clusters Score -1.54655e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -15466241.000000 Penalty: 3792.946289
	Iteration 12Q: 3 clusters Score -1.546624e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -15466429.000000 Penalty: 3792.946289
	Iteration 13Q: 3 clusters Score -1.546643e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -15466436.000000 Penalty: 3792.946289
	Iteration 14Q: 3 clusters Score -1.546644e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -15466488.000000 Penalty: 3792.946289
	Iteration 15Q: 3 clusters Score -1.546649e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -15466516.000000 Penalty: 3792.946289
	Iteration 16Q: 3 clusters Score -1.546652e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -15466607.000000 Penalty: 3792.946289
	Iteration 17Q: 3 clusters Score -1.546661e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -15466591.000000 Penalty: 3792.946289
	Iteration 18Q: 3 clusters Score -1.546659e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -15466549.000000 Penalty: 3792.946289
	Iteration 19Q: 3 clusters Score -1.546655e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -15466596.000000 Penalty: 3792.946289
	Iteration 20F: 3 clusters Score -1.54666e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -15466626.000000 Penalty: 3792.946289
	Iteration 21Q: 3 clusters Score -1.546663e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -15466595.000000 Penalty: 3792.946289
	Iteration 22Q: 3 clusters Score -1.54666e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -15466558.000000 Penalty: 3792.946289
	Iteration 23Q: 3 clusters Score -1.546656e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -15466558.000000 Penalty: 3792.946289
	Iteration 24Q: 3 clusters Score -1.546656e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -15466575.000000 Penalty: 3792.946289
	Iteration 25Q: 3 clusters Score -1.546658e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -15466579.000000 Penalty: 3792.946289
	Iteration 26Q: 3 clusters Score -1.546658e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -15466573.000000 Penalty: 3792.946289
	Iteration 27Q: 3 clusters Score -1.546657e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -15466658.000000 Penalty: 3792.946289
	Iteration 28Q: 3 clusters Score -1.546666e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -15466619.000000 Penalty: 3792.946289
	Iteration 29Q: 3 clusters Score -1.546662e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -15466675.000000 Penalty: 3792.946289
	Iteration 30Q: 3 clusters Score -1.546668e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -15466663.000000 Penalty: 3792.946289
	Iteration 31Q: 3 clusters Score -1.546666e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -15466668.000000 Penalty: 3792.946289
	Iteration 32Q: 3 clusters Score -1.546667e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -15466674.000000 Penalty: 3792.946289
	Iteration 33Q: 3 clusters Score -1.546667e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -15466668.000000 Penalty: 3792.946289
	Iteration 34Q: 3 clusters Score -1.546667e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -15466632.000000 Penalty: 3792.946289
	Iteration 35Q: 3 clusters Score -1.546663e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -15466637.000000 Penalty: 3792.946289
	Iteration 36Q: 3 clusters Score -1.546664e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -15466690.000000 Penalty: 3792.946289
	Iteration 37Q: 3 clusters Score -1.546669e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -15466654.000000 Penalty: 3792.946289
	Iteration 38Q: 3 clusters Score -1.546665e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -15466711.000000 Penalty: 3792.946289
	Iteration 39Q: 3 clusters Score -1.546671e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -15466707.000000 Penalty: 3792.946289
	Iteration 40F: 3 clusters Score -1.546671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -15466738.000000 Penalty: 3792.946289
	Iteration 41Q: 3 clusters Score -1.546674e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -15466780.000000 Penalty: 3792.946289
	Iteration 42Q: 3 clusters Score -1.546678e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -15466711.000000 Penalty: 3792.946289
	Iteration 43Q: 3 clusters Score -1.546671e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -15466739.000000 Penalty: 3792.946289
	Iteration 44Q: 3 clusters Score -1.546674e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -15466736.000000 Penalty: 3792.946289
	Iteration 45Q: 3 clusters Score -1.546674e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -15466780.000000 Penalty: 3792.946289
	Iteration 46Q: 3 clusters Score -1.546678e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -15466791.000000 Penalty: 3792.946289
	Iteration 47Q: 3 clusters Score -1.546679e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -15466804.000000 Penalty: 3792.946289
	Iteration 48Q: 3 clusters Score -1.54668e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -15466805.000000 Penalty: 3792.946289
	Iteration 49Q: 3 clusters Score -1.54668e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -15466844.000000 Penalty: 3792.946289
	Iteration 50Q: 3 clusters Score -1.546684e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -15466882.000000 Penalty: 3792.946289
	Iteration 51Q: 3 clusters Score -1.546688e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -15466888.000000 Penalty: 3792.946289
	Iteration 52Q: 3 clusters Score -1.546689e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -15466933.000000 Penalty: 3792.946289
	Iteration 53Q: 3 clusters Score -1.546693e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -15466954.000000 Penalty: 3792.946289
	Iteration 54Q: 3 clusters Score -1.546695e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -15466939.000000 Penalty: 3792.946289
	Iteration 55Q: 3 clusters Score -1.546694e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15466962.000000 Penalty: 3792.946289
	Iteration 56Q: 3 clusters Score -1.546696e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -15466979.000000 Penalty: 3792.946289
	Iteration 57Q: 3 clusters Score -1.546698e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -15467010.000000 Penalty: 3792.946289
	Iteration 58Q: 3 clusters Score -1.546701e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -15466974.000000 Penalty: 3792.946289
	Iteration 59Q: 3 clusters Score -1.546697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -15466986.000000 Penalty: 3792.946289
	Iteration 60F: 3 clusters Score -1.546699e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -15466975.000000 Penalty: 3792.946289
	Iteration 61Q: 3 clusters Score -1.546698e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -15466955.000000 Penalty: 3792.946289
	Iteration 62Q: 3 clusters Score -1.546696e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -15466967.000000 Penalty: 3792.946289
	Iteration 63Q: 3 clusters Score -1.546697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -15466998.000000 Penalty: 3792.946289
	Iteration 64Q: 3 clusters Score -1.5467e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -15467029.000000 Penalty: 3792.946289
	Iteration 65Q: 3 clusters Score -1.546703e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -15467049.000000 Penalty: 3792.946289
	Iteration 66Q: 3 clusters Score -1.546705e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -15467054.000000 Penalty: 3792.946289
	Iteration 67Q: 3 clusters Score -1.546705e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -15467074.000000 Penalty: 3792.946289
	Iteration 68Q: 3 clusters Score -1.546707e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -15467110.000000 Penalty: 3792.946289
	Iteration 69Q: 3 clusters Score -1.546711e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -15467123.000000 Penalty: 3792.946289
	Iteration 70Q: 3 clusters Score -1.546712e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -15467120.000000 Penalty: 3792.946289
	Iteration 71Q: 3 clusters Score -1.546712e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -15467098.000000 Penalty: 3792.946289
	Iteration 72Q: 3 clusters Score -1.54671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -15467084.000000 Penalty: 3792.946289
	Iteration 73Q: 3 clusters Score -1.546708e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -15467085.000000 Penalty: 3792.946289
	Iteration 74Q: 3 clusters Score -1.546708e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -15467063.000000 Penalty: 3792.946289
	Iteration 75Q: 3 clusters Score -1.546706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -15467087.000000 Penalty: 3792.946289
	Iteration 76Q: 3 clusters Score -1.546709e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -15467082.000000 Penalty: 3792.946289
	Iteration 77Q: 3 clusters Score -1.546708e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -15467107.000000 Penalty: 3792.946289
	Iteration 78Q: 3 clusters Score -1.546711e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -15467110.000000 Penalty: 3792.946289
	Iteration 79Q: 3 clusters Score -1.546711e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -15467129.000000 Penalty: 3792.946289
	Iteration 80F: 3 clusters Score -1.546713e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -15467142.000000 Penalty: 3792.946289
	Iteration 81Q: 3 clusters Score -1.546714e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -15467154.000000 Penalty: 3792.946289
	Iteration 82Q: 3 clusters Score -1.546715e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -15467184.000000 Penalty: 3792.946289
	Iteration 83Q: 3 clusters Score -1.546718e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -15467205.000000 Penalty: 3792.946289
	Iteration 84Q: 3 clusters Score -1.54672e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -15467210.000000 Penalty: 3792.946289
	Iteration 85Q: 3 clusters Score -1.546721e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -15467206.000000 Penalty: 3792.946289
	Iteration 86Q: 3 clusters Score -1.546721e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -15467178.000000 Penalty: 3792.946289
	Iteration 87Q: 3 clusters Score -1.546718e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -15467199.000000 Penalty: 3792.946289
	Iteration 88Q: 3 clusters Score -1.54672e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -15467207.000000 Penalty: 3792.946289
	Iteration 89Q: 3 clusters Score -1.546721e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -15467233.000000 Penalty: 3792.946289
	Iteration 90Q: 3 clusters Score -1.546723e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -15467207.000000 Penalty: 3792.946289
	Iteration 91Q: 3 clusters Score -1.546721e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -15467201.000000 Penalty: 3792.946289
	Iteration 92Q: 3 clusters Score -1.54672e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -15467195.000000 Penalty: 3792.946289
	Iteration 93Q: 3 clusters Score -1.54672e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -15467217.000000 Penalty: 3792.946289
	Iteration 94Q: 3 clusters Score -1.546722e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -15467245.000000 Penalty: 3792.946289
	Iteration 95Q: 3 clusters Score -1.546724e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -15467250.000000 Penalty: 3792.946289
	Iteration 96Q: 3 clusters Score -1.546725e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -15467272.000000 Penalty: 3792.946289
	Iteration 97Q: 3 clusters Score -1.546727e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -15467254.000000 Penalty: 3792.946289
	Iteration 98Q: 3 clusters Score -1.546725e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -15467255.000000 Penalty: 3792.946289
	Iteration 99Q: 3 clusters Score -1.546726e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -15467260.000000 Penalty: 3792.946289
	Iteration 100F: 3 clusters Score -1.546726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -15467261.000000 Penalty: 3792.946289
	Iteration 101Q: 3 clusters Score -1.546726e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -15467260.000000 Penalty: 3792.946289
	Iteration 102Q: 3 clusters Score -1.546726e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -15467265.000000 Penalty: 3792.946289
	Iteration 103Q: 3 clusters Score -1.546726e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -15467264.000000 Penalty: 3792.946289
	Iteration 104Q: 3 clusters Score -1.546726e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -15467285.000000 Penalty: 3792.946289
	Iteration 105Q: 3 clusters Score -1.546728e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -15467315.000000 Penalty: 3792.946289
	Iteration 106Q: 3 clusters Score -1.546732e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -15467301.000000 Penalty: 3792.946289
	Iteration 107Q: 3 clusters Score -1.54673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -15467302.000000 Penalty: 3792.946289
	Iteration 108Q: 3 clusters Score -1.54673e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -15467325.000000 Penalty: 3792.946289
	Iteration 109Q: 3 clusters Score -1.546732e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -15467314.000000 Penalty: 3792.946289
	Iteration 110Q: 3 clusters Score -1.546731e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -15467285.000000 Penalty: 3792.946289
	Iteration 111Q: 3 clusters Score -1.546728e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -15467289.000000 Penalty: 3792.946289
	Iteration 112Q: 3 clusters Score -1.546729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -15467334.000000 Penalty: 3792.946289
	Iteration 113Q: 3 clusters Score -1.546733e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -15467311.000000 Penalty: 3792.946289
	Iteration 114Q: 3 clusters Score -1.546731e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -15467295.000000 Penalty: 3792.946289
	Iteration 115Q: 3 clusters Score -1.54673e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -15467263.000000 Penalty: 3792.946289
	Iteration 116Q: 3 clusters Score -1.546726e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -15467243.000000 Penalty: 3792.946289
	Iteration 117Q: 3 clusters Score -1.546724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -15467227.000000 Penalty: 3792.946289
	Iteration 118Q: 3 clusters Score -1.546723e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -15467220.000000 Penalty: 3792.946289
	Iteration 119Q: 3 clusters Score -1.546722e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -15467233.000000 Penalty: 3792.946289
	Iteration 120F: 3 clusters Score -1.546723e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -15467232.000000 Penalty: 3792.946289
	Iteration 121Q: 3 clusters Score -1.546723e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -15467239.000000 Penalty: 3792.946289
	Iteration 122Q: 3 clusters Score -1.546724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -15467243.000000 Penalty: 3792.946289
	Iteration 123Q: 3 clusters Score -1.546724e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -15467241.000000 Penalty: 3792.946289
	Iteration 124Q: 3 clusters Score -1.546724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -15467236.000000 Penalty: 3792.946289
	Iteration 125Q: 3 clusters Score -1.546724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -15467247.000000 Penalty: 3792.946289
	Iteration 126Q: 3 clusters Score -1.546725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -15467229.000000 Penalty: 3792.946289
	Iteration 127Q: 3 clusters Score -1.546723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -15467210.000000 Penalty: 3792.946289
	Iteration 128Q: 3 clusters Score -1.546721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -15467205.000000 Penalty: 3792.946289
	Iteration 129Q: 3 clusters Score -1.54672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -15467203.000000 Penalty: 3792.946289
	Iteration 130Q: 3 clusters Score -1.54672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -15467217.000000 Penalty: 3792.946289
	Iteration 131Q: 3 clusters Score -1.546722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -15467232.000000 Penalty: 3792.946289
	Iteration 132Q: 3 clusters Score -1.546723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -15467235.000000 Penalty: 3792.946289
	Iteration 133Q: 3 clusters Score -1.546724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -15467226.000000 Penalty: 3792.946289
	Iteration 134Q: 3 clusters Score -1.546723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -15467220.000000 Penalty: 3792.946289
	Iteration 135Q: 3 clusters Score -1.546722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -15467221.000000 Penalty: 3792.946289
	Iteration 136Q: 3 clusters Score -1.546722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -15467217.000000 Penalty: 3792.946289
	Iteration 137Q: 3 clusters Score -1.546722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -15467227.000000 Penalty: 3792.946289
	Iteration 138Q: 3 clusters Score -1.546723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -15467215.000000 Penalty: 3792.946289
	Iteration 139Q: 3 clusters Score -1.546722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -15467237.000000 Penalty: 3792.946289
	Iteration 140F: 3 clusters Score -1.546724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -15467243.000000 Penalty: 3792.946289
	Iteration 141Q: 3 clusters Score -1.546724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -15467230.000000 Penalty: 3792.946289
	Iteration 142Q: 3 clusters Score -1.546723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -15467214.000000 Penalty: 3792.946289
	Iteration 143Q: 3 clusters Score -1.546721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -15467231.000000 Penalty: 3792.946289
	Iteration 144Q: 3 clusters Score -1.546723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -15467236.000000 Penalty: 3792.946289
	Iteration 145Q: 3 clusters Score -1.546724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -15467242.000000 Penalty: 3792.946289
	Iteration 146Q: 3 clusters Score -1.546724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -15467229.000000 Penalty: 3792.946289
	Iteration 147Q: 3 clusters Score -1.546723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -15467234.000000 Penalty: 3792.946289
	Iteration 148Q: 3 clusters Score -1.546723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -15467235.000000 Penalty: 3792.946289
	Iteration 149Q: 3 clusters Score -1.546724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -15467234.000000 Penalty: 3792.946289
	Iteration 150Q: 3 clusters Score -1.546723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -15467233.000000 Penalty: 3792.946289
	Iteration 151Q: 3 clusters Score -1.546723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -15467237.000000 Penalty: 3792.946289
	Iteration 152Q: 3 clusters Score -1.546724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -15467247.000000 Penalty: 3792.946289
	Iteration 153Q: 3 clusters Score -1.546725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -15467250.000000 Penalty: 3792.946289
	Iteration 154Q: 3 clusters Score -1.546725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -15467270.000000 Penalty: 3792.946289
	Iteration 155Q: 3 clusters Score -1.546727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -15467269.000000 Penalty: 3792.946289
	Iteration 156Q: 3 clusters Score -1.546727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -15467273.000000 Penalty: 3792.946289
	Iteration 157Q: 3 clusters Score -1.546727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -15467279.000000 Penalty: 3792.946289
	Iteration 158Q: 3 clusters Score -1.546728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -15467279.000000 Penalty: 3792.946289
	Iteration 159Q: 3 clusters Score -1.546728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -15467279.000000 Penalty: 3792.946289
	Iteration 160F: 3 clusters Score -1.546728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -15467280.000000 Penalty: 3792.946289
	Iteration 161Q: 3 clusters Score -1.546728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -15467280.000000 Penalty: 3792.946289
	Iteration 162Q: 3 clusters Score -1.546728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -15467288.000000 Penalty: 3792.946289
	Iteration 163Q: 3 clusters Score -1.546729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -15467282.000000 Penalty: 3792.946289
	Iteration 164Q: 3 clusters Score -1.546728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -15467282.000000 Penalty: 3792.946289
	Iteration 165Q: 3 clusters Score -1.546728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -15467293.000000 Penalty: 3792.946289
	Iteration 166Q: 3 clusters Score -1.546729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -15467281.000000 Penalty: 3792.946289
	Iteration 167Q: 3 clusters Score -1.546728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -15467281.000000 Penalty: 3792.946289
	Iteration 168F: 3 clusters Score -1.546728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 120605 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Entering Unmasked Estep 
Score: -85822872.000000 Penalty: 58804.230469
Splitting cluster 9 changes total score from -85787344.000000 to -85822872.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (120605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Entering Unmasked Estep 
Score: -16050157.000000 Penalty: 1901.294922
	Iteration 0F: 2 clusters Score -1.605016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -16010895.000000 Penalty: 3802.589844
	Iteration 0F: 3 clusters Score -1.60109e+07 nChanged 57808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -16044240.000000 Penalty: 3802.589844
	Iteration 1F: 3 clusters Score -1.604424e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -16044990.000000 Penalty: 3802.589844
	Iteration 2Q: 3 clusters Score -1.604499e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -16046061.000000 Penalty: 3802.589844
	Iteration 3Q: 3 clusters Score -1.604606e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -16047924.000000 Penalty: 3802.589844
	Iteration 4Q: 3 clusters Score -1.604792e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -16051417.000000 Penalty: 3802.589844
	Iteration 5F: 3 clusters Score -1.605142e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -16056826.000000 Penalty: 3802.589844
	Iteration 6F: 3 clusters Score -1.605683e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -16063648.000000 Penalty: 3802.589844
	Iteration 7F: 3 clusters Score -1.606365e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -16068159.000000 Penalty: 3802.589844
	Iteration 8F: 3 clusters Score -1.606816e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -16069740.000000 Penalty: 3802.589844
	Iteration 9Q: 3 clusters Score -1.606974e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -16069996.000000 Penalty: 3802.589844
	Iteration 10Q: 3 clusters Score -1.607e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -16070176.000000 Penalty: 3802.589844
	Iteration 11Q: 3 clusters Score -1.607018e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -16070296.000000 Penalty: 3802.589844
	Iteration 12Q: 3 clusters Score -1.60703e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -16070468.000000 Penalty: 3802.589844
	Iteration 13Q: 3 clusters Score -1.607047e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -16070600.000000 Penalty: 3802.589844
	Iteration 14Q: 3 clusters Score -1.60706e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -16070798.000000 Penalty: 3802.589844
	Iteration 15Q: 3 clusters Score -1.60708e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -16070961.000000 Penalty: 3802.589844
	Iteration 16Q: 3 clusters Score -1.607096e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -16071220.000000 Penalty: 3802.589844
	Iteration 17Q: 3 clusters Score -1.607122e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -16071451.000000 Penalty: 3802.589844
	Iteration 18Q: 3 clusters Score -1.607145e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -16071575.000000 Penalty: 3802.589844
	Iteration 19Q: 3 clusters Score -1.607158e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -16071655.000000 Penalty: 3802.589844
	Iteration 20F: 3 clusters Score -1.607166e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -16071860.000000 Penalty: 3802.589844
	Iteration 21Q: 3 clusters Score -1.607186e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -16072049.000000 Penalty: 3802.589844
	Iteration 22Q: 3 clusters Score -1.607205e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -16072152.000000 Penalty: 3802.589844
	Iteration 23Q: 3 clusters Score -1.607215e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -16072302.000000 Penalty: 3802.589844
	Iteration 24Q: 3 clusters Score -1.60723e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -16072495.000000 Penalty: 3802.589844
	Iteration 25Q: 3 clusters Score -1.60725e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -16072726.000000 Penalty: 3802.589844
	Iteration 26Q: 3 clusters Score -1.607273e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -16072985.000000 Penalty: 3802.589844
	Iteration 27Q: 3 clusters Score -1.607298e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -16073128.000000 Penalty: 3802.589844
	Iteration 28Q: 3 clusters Score -1.607313e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -16073274.000000 Penalty: 3802.589844
	Iteration 29Q: 3 clusters Score -1.607327e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -16073442.000000 Penalty: 3802.589844
	Iteration 30Q: 3 clusters Score -1.607344e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -16073627.000000 Penalty: 3802.589844
	Iteration 31Q: 3 clusters Score -1.607363e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -16073734.000000 Penalty: 3802.589844
	Iteration 32Q: 3 clusters Score -1.607373e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -16073891.000000 Penalty: 3802.589844
	Iteration 33Q: 3 clusters Score -1.607389e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -16074063.000000 Penalty: 3802.589844
	Iteration 34Q: 3 clusters Score -1.607406e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -16074137.000000 Penalty: 3802.589844
	Iteration 35Q: 3 clusters Score -1.607414e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -16074230.000000 Penalty: 3802.589844
	Iteration 36Q: 3 clusters Score -1.607423e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -16074309.000000 Penalty: 3802.589844
	Iteration 37Q: 3 clusters Score -1.607431e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -16074387.000000 Penalty: 3802.589844
	Iteration 38Q: 3 clusters Score -1.607439e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -16074470.000000 Penalty: 3802.589844
	Iteration 39Q: 3 clusters Score -1.607447e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -16074524.000000 Penalty: 3802.589844
	Iteration 40F: 3 clusters Score -1.607452e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -16074633.000000 Penalty: 3802.589844
	Iteration 41Q: 3 clusters Score -1.607463e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -16074661.000000 Penalty: 3802.589844
	Iteration 42Q: 3 clusters Score -1.607466e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -16074753.000000 Penalty: 3802.589844
	Iteration 43Q: 3 clusters Score -1.607475e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -16074867.000000 Penalty: 3802.589844
	Iteration 44Q: 3 clusters Score -1.607487e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -16074874.000000 Penalty: 3802.589844
	Iteration 45Q: 3 clusters Score -1.607487e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -16074940.000000 Penalty: 3802.589844
	Iteration 46Q: 3 clusters Score -1.607494e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -16074972.000000 Penalty: 3802.589844
	Iteration 47Q: 3 clusters Score -1.607497e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -16075034.000000 Penalty: 3802.589844
	Iteration 48Q: 3 clusters Score -1.607503e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -16075065.000000 Penalty: 3802.589844
	Iteration 49Q: 3 clusters Score -1.607506e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -16075134.000000 Penalty: 3802.589844
	Iteration 50Q: 3 clusters Score -1.607513e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -16075203.000000 Penalty: 3802.589844
	Iteration 51Q: 3 clusters Score -1.60752e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -16075219.000000 Penalty: 3802.589844
	Iteration 52Q: 3 clusters Score -1.607522e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -16075256.000000 Penalty: 3802.589844
	Iteration 53Q: 3 clusters Score -1.607526e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -16075308.000000 Penalty: 3802.589844
	Iteration 54Q: 3 clusters Score -1.607531e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -16075275.000000 Penalty: 3802.589844
	Iteration 55Q: 3 clusters Score -1.607528e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -16075284.000000 Penalty: 3802.589844
	Iteration 56Q: 3 clusters Score -1.607528e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -16075322.000000 Penalty: 3802.589844
	Iteration 57Q: 3 clusters Score -1.607532e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -16075345.000000 Penalty: 3802.589844
	Iteration 58Q: 3 clusters Score -1.607534e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -16075374.000000 Penalty: 3802.589844
	Iteration 59Q: 3 clusters Score -1.607537e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -16075382.000000 Penalty: 3802.589844
	Iteration 60F: 3 clusters Score -1.607538e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -16075378.000000 Penalty: 3802.589844
	Iteration 61Q: 3 clusters Score -1.607538e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -16075448.000000 Penalty: 3802.589844
	Iteration 62Q: 3 clusters Score -1.607545e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -16075433.000000 Penalty: 3802.589844
	Iteration 63Q: 3 clusters Score -1.607543e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -16075441.000000 Penalty: 3802.589844
	Iteration 64Q: 3 clusters Score -1.607544e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -16075455.000000 Penalty: 3802.589844
	Iteration 65Q: 3 clusters Score -1.607546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -16075466.000000 Penalty: 3802.589844
	Iteration 66Q: 3 clusters Score -1.607547e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -16075484.000000 Penalty: 3802.589844
	Iteration 67Q: 3 clusters Score -1.607548e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -16075512.000000 Penalty: 3802.589844
	Iteration 68Q: 3 clusters Score -1.607551e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -16075503.000000 Penalty: 3802.589844
	Iteration 69Q: 3 clusters Score -1.60755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -16075525.000000 Penalty: 3802.589844
	Iteration 70Q: 3 clusters Score -1.607552e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -16075533.000000 Penalty: 3802.589844
	Iteration 71Q: 3 clusters Score -1.607553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -16075540.000000 Penalty: 3802.589844
	Iteration 72Q: 3 clusters Score -1.607554e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -16075549.000000 Penalty: 3802.589844
	Iteration 73Q: 3 clusters Score -1.607555e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -16075559.000000 Penalty: 3802.589844
	Iteration 74Q: 3 clusters Score -1.607556e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -16075611.000000 Penalty: 3802.589844
	Iteration 75Q: 3 clusters Score -1.607561e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -16075639.000000 Penalty: 3802.589844
	Iteration 76Q: 3 clusters Score -1.607564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16075632.000000 Penalty: 3802.589844
	Iteration 77Q: 3 clusters Score -1.607563e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -16075668.000000 Penalty: 3802.589844
	Iteration 78Q: 3 clusters Score -1.607567e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -16075657.000000 Penalty: 3802.589844
	Iteration 79Q: 3 clusters Score -1.607566e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -16075696.000000 Penalty: 3802.589844
	Iteration 80F: 3 clusters Score -1.60757e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -16075752.000000 Penalty: 3802.589844
	Iteration 81Q: 3 clusters Score -1.607575e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -16075773.000000 Penalty: 3802.589844
	Iteration 82Q: 3 clusters Score -1.607577e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -16075845.000000 Penalty: 3802.589844
	Iteration 83Q: 3 clusters Score -1.607584e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -16075925.000000 Penalty: 3802.589844
	Iteration 84Q: 3 clusters Score -1.607592e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16075966.000000 Penalty: 3802.589844
	Iteration 85Q: 3 clusters Score -1.607597e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -16076057.000000 Penalty: 3802.589844
	Iteration 86Q: 3 clusters Score -1.607606e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -16076103.000000 Penalty: 3802.589844
	Iteration 87Q: 3 clusters Score -1.60761e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -16076148.000000 Penalty: 3802.589844
	Iteration 88Q: 3 clusters Score -1.607615e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -16076232.000000 Penalty: 3802.589844
	Iteration 89Q: 3 clusters Score -1.607623e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -16076287.000000 Penalty: 3802.589844
	Iteration 90Q: 3 clusters Score -1.607629e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -16076301.000000 Penalty: 3802.589844
	Iteration 91Q: 3 clusters Score -1.60763e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -16076319.000000 Penalty: 3802.589844
	Iteration 92Q: 3 clusters Score -1.607632e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -16076372.000000 Penalty: 3802.589844
	Iteration 93Q: 3 clusters Score -1.607637e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -16076389.000000 Penalty: 3802.589844
	Iteration 94Q: 3 clusters Score -1.607639e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -16076409.000000 Penalty: 3802.589844
	Iteration 95Q: 3 clusters Score -1.607641e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -16076437.000000 Penalty: 3802.589844
	Iteration 96Q: 3 clusters Score -1.607644e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -16076446.000000 Penalty: 3802.589844
	Iteration 97Q: 3 clusters Score -1.607645e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -16076502.000000 Penalty: 3802.589844
	Iteration 98Q: 3 clusters Score -1.60765e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -16076563.000000 Penalty: 3802.589844
	Iteration 99Q: 3 clusters Score -1.607656e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -16076666.000000 Penalty: 3802.589844
	Iteration 100F: 3 clusters Score -1.607667e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -16076710.000000 Penalty: 3802.589844
	Iteration 101Q: 3 clusters Score -1.607671e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -16076807.000000 Penalty: 3802.589844
	Iteration 102Q: 3 clusters Score -1.607681e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -16076852.000000 Penalty: 3802.589844
	Iteration 103Q: 3 clusters Score -1.607685e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -16076863.000000 Penalty: 3802.589844
	Iteration 104Q: 3 clusters Score -1.607686e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -16076905.000000 Penalty: 3802.589844
	Iteration 105Q: 3 clusters Score -1.60769e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -16076946.000000 Penalty: 3802.589844
	Iteration 106Q: 3 clusters Score -1.607695e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -16076969.000000 Penalty: 3802.589844
	Iteration 107Q: 3 clusters Score -1.607697e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -16077071.000000 Penalty: 3802.589844
	Iteration 108Q: 3 clusters Score -1.607707e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -16077111.000000 Penalty: 3802.589844
	Iteration 109Q: 3 clusters Score -1.607711e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -16077169.000000 Penalty: 3802.589844
	Iteration 110Q: 3 clusters Score -1.607717e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -16077213.000000 Penalty: 3802.589844
	Iteration 111Q: 3 clusters Score -1.607721e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -16077318.000000 Penalty: 3802.589844
	Iteration 112Q: 3 clusters Score -1.607732e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -16077360.000000 Penalty: 3802.589844
	Iteration 113Q: 3 clusters Score -1.607736e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -16077424.000000 Penalty: 3802.589844
	Iteration 114Q: 3 clusters Score -1.607742e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -16077494.000000 Penalty: 3802.589844
	Iteration 115Q: 3 clusters Score -1.607749e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -16077545.000000 Penalty: 3802.589844
	Iteration 116Q: 3 clusters Score -1.607754e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -16077591.000000 Penalty: 3802.589844
	Iteration 117Q: 3 clusters Score -1.607759e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -16077641.000000 Penalty: 3802.589844
	Iteration 118Q: 3 clusters Score -1.607764e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -16077637.000000 Penalty: 3802.589844
	Iteration 119Q: 3 clusters Score -1.607764e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -16077637.000000 Penalty: 3802.589844
	Iteration 120F: 3 clusters Score -1.607764e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -16077706.000000 Penalty: 3802.589844
	Iteration 121Q: 3 clusters Score -1.607771e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -16077773.000000 Penalty: 3802.589844
	Iteration 122Q: 3 clusters Score -1.607777e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -16077835.000000 Penalty: 3802.589844
	Iteration 123Q: 3 clusters Score -1.607784e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -16077889.000000 Penalty: 3802.589844
	Iteration 124Q: 3 clusters Score -1.607789e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -16077948.000000 Penalty: 3802.589844
	Iteration 125Q: 3 clusters Score -1.607795e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -16077945.000000 Penalty: 3802.589844
	Iteration 126Q: 3 clusters Score -1.607794e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -16077986.000000 Penalty: 3802.589844
	Iteration 127Q: 3 clusters Score -1.607799e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -16078050.000000 Penalty: 3802.589844
	Iteration 128Q: 3 clusters Score -1.607805e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -16078056.000000 Penalty: 3802.589844
	Iteration 129Q: 3 clusters Score -1.607806e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -16078076.000000 Penalty: 3802.589844
	Iteration 130Q: 3 clusters Score -1.607808e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -16078110.000000 Penalty: 3802.589844
	Iteration 131Q: 3 clusters Score -1.607811e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -16078102.000000 Penalty: 3802.589844
	Iteration 132Q: 3 clusters Score -1.60781e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -16078167.000000 Penalty: 3802.589844
	Iteration 133Q: 3 clusters Score -1.607817e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -16078208.000000 Penalty: 3802.589844
	Iteration 134Q: 3 clusters Score -1.607821e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -16078189.000000 Penalty: 3802.589844
	Iteration 135Q: 3 clusters Score -1.607819e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -16078240.000000 Penalty: 3802.589844
	Iteration 136Q: 3 clusters Score -1.607824e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -16078294.000000 Penalty: 3802.589844
	Iteration 137Q: 3 clusters Score -1.607829e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -16078248.000000 Penalty: 3802.589844
	Iteration 138Q: 3 clusters Score -1.607825e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -16078250.000000 Penalty: 3802.589844
	Iteration 139Q: 3 clusters Score -1.607825e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -16078261.000000 Penalty: 3802.589844
	Iteration 140F: 3 clusters Score -1.607826e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -16078228.000000 Penalty: 3802.589844
	Iteration 141Q: 3 clusters Score -1.607823e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -16078184.000000 Penalty: 3802.589844
	Iteration 142Q: 3 clusters Score -1.607818e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -16078162.000000 Penalty: 3802.589844
	Iteration 143Q: 3 clusters Score -1.607816e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -16078127.000000 Penalty: 3802.589844
	Iteration 144Q: 3 clusters Score -1.607813e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -16078102.000000 Penalty: 3802.589844
	Iteration 145Q: 3 clusters Score -1.60781e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -16078099.000000 Penalty: 3802.589844
	Iteration 146Q: 3 clusters Score -1.60781e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -16078097.000000 Penalty: 3802.589844
	Iteration 147Q: 3 clusters Score -1.60781e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -16078109.000000 Penalty: 3802.589844
	Iteration 148Q: 3 clusters Score -1.607811e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -16078098.000000 Penalty: 3802.589844
	Iteration 149Q: 3 clusters Score -1.60781e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -16078097.000000 Penalty: 3802.589844
	Iteration 150Q: 3 clusters Score -1.60781e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -16078039.000000 Penalty: 3802.589844
	Iteration 151Q: 3 clusters Score -1.607804e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -16078015.000000 Penalty: 3802.589844
	Iteration 152Q: 3 clusters Score -1.607802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -16077997.000000 Penalty: 3802.589844
	Iteration 153Q: 3 clusters Score -1.6078e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -16078014.000000 Penalty: 3802.589844
	Iteration 154Q: 3 clusters Score -1.607801e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -16078018.000000 Penalty: 3802.589844
	Iteration 155Q: 3 clusters Score -1.607802e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -16078022.000000 Penalty: 3802.589844
	Iteration 156Q: 3 clusters Score -1.607802e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -16077987.000000 Penalty: 3802.589844
	Iteration 157Q: 3 clusters Score -1.607799e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -16077953.000000 Penalty: 3802.589844
	Iteration 158Q: 3 clusters Score -1.607795e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -16077931.000000 Penalty: 3802.589844
	Iteration 159Q: 3 clusters Score -1.607793e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -16077881.000000 Penalty: 3802.589844
	Iteration 160F: 3 clusters Score -1.607788e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -16077891.000000 Penalty: 3802.589844
	Iteration 161Q: 3 clusters Score -1.607789e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -16077895.000000 Penalty: 3802.589844
	Iteration 162Q: 3 clusters Score -1.60779e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -16077920.000000 Penalty: 3802.589844
	Iteration 163Q: 3 clusters Score -1.607792e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -16077886.000000 Penalty: 3802.589844
	Iteration 164Q: 3 clusters Score -1.607789e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -16077896.000000 Penalty: 3802.589844
	Iteration 165Q: 3 clusters Score -1.60779e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -16077874.000000 Penalty: 3802.589844
	Iteration 166Q: 3 clusters Score -1.607787e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -16077848.000000 Penalty: 3802.589844
	Iteration 167Q: 3 clusters Score -1.607785e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -16077861.000000 Penalty: 3802.589844
	Iteration 168Q: 3 clusters Score -1.607786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -16077865.000000 Penalty: 3802.589844
	Iteration 169Q: 3 clusters Score -1.607786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -16077824.000000 Penalty: 3802.589844
	Iteration 170Q: 3 clusters Score -1.607782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -16077823.000000 Penalty: 3802.589844
	Iteration 171Q: 3 clusters Score -1.607782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -16077811.000000 Penalty: 3802.589844
	Iteration 172Q: 3 clusters Score -1.607781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -16077804.000000 Penalty: 3802.589844
	Iteration 173Q: 3 clusters Score -1.60778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -16077791.000000 Penalty: 3802.589844
	Iteration 174Q: 3 clusters Score -1.607779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -16077819.000000 Penalty: 3802.589844
	Iteration 175Q: 3 clusters Score -1.607782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -16077805.000000 Penalty: 3802.589844
	Iteration 176Q: 3 clusters Score -1.60778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -16077805.000000 Penalty: 3802.589844
	Iteration 177Q: 3 clusters Score -1.60778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -16077791.000000 Penalty: 3802.589844
	Iteration 178Q: 3 clusters Score -1.607779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -16077785.000000 Penalty: 3802.589844
	Iteration 179Q: 3 clusters Score -1.607778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -16077778.000000 Penalty: 3802.589844
	Iteration 180F: 3 clusters Score -1.607778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -16077777.000000 Penalty: 3802.589844
	Iteration 181Q: 3 clusters Score -1.607778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -16077766.000000 Penalty: 3802.589844
	Iteration 182Q: 3 clusters Score -1.607777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -16077773.000000 Penalty: 3802.589844
	Iteration 183Q: 3 clusters Score -1.607777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -16077778.000000 Penalty: 3802.589844
	Iteration 184Q: 3 clusters Score -1.607778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -16077764.000000 Penalty: 3802.589844
	Iteration 185Q: 3 clusters Score -1.607776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -16077753.000000 Penalty: 3802.589844
	Iteration 186Q: 3 clusters Score -1.607775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -16077772.000000 Penalty: 3802.589844
	Iteration 187Q: 3 clusters Score -1.607777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -16077744.000000 Penalty: 3802.589844
	Iteration 188Q: 3 clusters Score -1.607774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -16077736.000000 Penalty: 3802.589844
	Iteration 189Q: 3 clusters Score -1.607774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -16077707.000000 Penalty: 3802.589844
	Iteration 190Q: 3 clusters Score -1.607771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -16077707.000000 Penalty: 3802.589844
	Iteration 191Q: 3 clusters Score -1.607771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -16077717.000000 Penalty: 3802.589844
	Iteration 192Q: 3 clusters Score -1.607772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -16077723.000000 Penalty: 3802.589844
	Iteration 193Q: 3 clusters Score -1.607772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -16077709.000000 Penalty: 3802.589844
	Iteration 194Q: 3 clusters Score -1.607771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -16077694.000000 Penalty: 3802.589844
	Iteration 195Q: 3 clusters Score -1.607769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -16077716.000000 Penalty: 3802.589844
	Iteration 196Q: 3 clusters Score -1.607772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -16077705.000000 Penalty: 3802.589844
	Iteration 197Q: 3 clusters Score -1.60777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -16077711.000000 Penalty: 3802.589844
	Iteration 198Q: 3 clusters Score -1.607771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -16077686.000000 Penalty: 3802.589844
	Iteration 199Q: 3 clusters Score -1.607769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -16077678.000000 Penalty: 3802.589844
	Iteration 200F: 3 clusters Score -1.607768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -16077700.000000 Penalty: 3802.589844
	Iteration 201Q: 3 clusters Score -1.60777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -16077667.000000 Penalty: 3802.589844
	Iteration 202Q: 3 clusters Score -1.607767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -16077627.000000 Penalty: 3802.589844
	Iteration 203Q: 3 clusters Score -1.607763e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -16077614.000000 Penalty: 3802.589844
	Iteration 204Q: 3 clusters Score -1.607761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -16077612.000000 Penalty: 3802.589844
	Iteration 205Q: 3 clusters Score -1.607761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -16077599.000000 Penalty: 3802.589844
	Iteration 206Q: 3 clusters Score -1.60776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -16077600.000000 Penalty: 3802.589844
	Iteration 207Q: 3 clusters Score -1.60776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -16077602.000000 Penalty: 3802.589844
	Iteration 208Q: 3 clusters Score -1.60776e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -16077591.000000 Penalty: 3802.589844
	Iteration 209Q: 3 clusters Score -1.607759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -16077588.000000 Penalty: 3802.589844
	Iteration 210Q: 3 clusters Score -1.607759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -16077596.000000 Penalty: 3802.589844
	Iteration 211Q: 3 clusters Score -1.60776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -16077618.000000 Penalty: 3802.589844
	Iteration 212Q: 3 clusters Score -1.607762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -16077618.000000 Penalty: 3802.589844
	Iteration 213Q: 3 clusters Score -1.607762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -16077597.000000 Penalty: 3802.589844
	Iteration 214Q: 3 clusters Score -1.60776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -16077605.000000 Penalty: 3802.589844
	Iteration 215Q: 3 clusters Score -1.60776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -16077598.000000 Penalty: 3802.589844
	Iteration 216Q: 3 clusters Score -1.60776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -16077586.000000 Penalty: 3802.589844
	Iteration 217Q: 3 clusters Score -1.607759e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -16077574.000000 Penalty: 3802.589844
	Iteration 218Q: 3 clusters Score -1.607757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -16077578.000000 Penalty: 3802.589844
	Iteration 219Q: 3 clusters Score -1.607758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -16077594.000000 Penalty: 3802.589844
	Iteration 220F: 3 clusters Score -1.607759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -16077581.000000 Penalty: 3802.589844
	Iteration 221Q: 3 clusters Score -1.607758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -16077577.000000 Penalty: 3802.589844
	Iteration 222Q: 3 clusters Score -1.607758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -16077583.000000 Penalty: 3802.589844
	Iteration 223Q: 3 clusters Score -1.607758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -16077574.000000 Penalty: 3802.589844
	Iteration 224Q: 3 clusters Score -1.607757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -16077577.000000 Penalty: 3802.589844
	Iteration 225Q: 3 clusters Score -1.607758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -16077586.000000 Penalty: 3802.589844
	Iteration 226Q: 3 clusters Score -1.607759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -16077589.000000 Penalty: 3802.589844
	Iteration 227Q: 3 clusters Score -1.607759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -16077585.000000 Penalty: 3802.589844
	Iteration 228Q: 3 clusters Score -1.607758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -16077583.000000 Penalty: 3802.589844
	Iteration 229Q: 3 clusters Score -1.607758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -16077574.000000 Penalty: 3802.589844
	Iteration 230Q: 3 clusters Score -1.607757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -16077579.000000 Penalty: 3802.589844
	Iteration 231Q: 3 clusters Score -1.607758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -16077575.000000 Penalty: 3802.589844
	Iteration 232Q: 3 clusters Score -1.607758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -16077575.000000 Penalty: 3802.589844
	Iteration 233F: 3 clusters Score -1.607758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Entering Unmasked Estep 
Score: -85850576.000000 Penalty: 60982.164062
Splitting cluster 10 changes total score from -85787344.000000 to -85850576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (97880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Entering Unmasked Estep 
Score: -12889342.000000 Penalty: 1867.368286
	Iteration 0F: 2 clusters Score -1.288934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -12830524.000000 Penalty: 3734.736572
	Iteration 0F: 3 clusters Score -1.283052e+07 nChanged 47054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -12858407.000000 Penalty: 3734.736572
	Iteration 1F: 3 clusters Score -1.285841e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -12859780.000000 Penalty: 3734.736572
	Iteration 2Q: 3 clusters Score -1.285978e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -12861391.000000 Penalty: 3734.736572
	Iteration 3Q: 3 clusters Score -1.286139e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -12863579.000000 Penalty: 3734.736572
	Iteration 4F: 3 clusters Score -1.286358e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -12866213.000000 Penalty: 3734.736572
	Iteration 5F: 3 clusters Score -1.286621e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -12869672.000000 Penalty: 3734.736572
	Iteration 6F: 3 clusters Score -1.286967e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -12872755.000000 Penalty: 3734.736572
	Iteration 7F: 3 clusters Score -1.287276e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -12875770.000000 Penalty: 3734.736572
	Iteration 8F: 3 clusters Score -1.287577e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -12877784.000000 Penalty: 3734.736572
	Iteration 9F: 3 clusters Score -1.287778e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -12878887.000000 Penalty: 3734.736572
	Iteration 10Q: 3 clusters Score -1.287889e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -12879396.000000 Penalty: 3734.736572
	Iteration 11Q: 3 clusters Score -1.28794e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -12879551.000000 Penalty: 3734.736572
	Iteration 12Q: 3 clusters Score -1.287955e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -12879767.000000 Penalty: 3734.736572
	Iteration 13Q: 3 clusters Score -1.287977e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -12880031.000000 Penalty: 3734.736572
	Iteration 14Q: 3 clusters Score -1.288003e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -12880314.000000 Penalty: 3734.736572
	Iteration 15Q: 3 clusters Score -1.288031e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -12880671.000000 Penalty: 3734.736572
	Iteration 16Q: 3 clusters Score -1.288067e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -12880978.000000 Penalty: 3734.736572
	Iteration 17Q: 3 clusters Score -1.288098e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -12881334.000000 Penalty: 3734.736572
	Iteration 18Q: 3 clusters Score -1.288133e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -12881704.000000 Penalty: 3734.736572
	Iteration 19Q: 3 clusters Score -1.28817e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -12881939.000000 Penalty: 3734.736572
	Iteration 20F: 3 clusters Score -1.288194e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -12882304.000000 Penalty: 3734.736572
	Iteration 21Q: 3 clusters Score -1.28823e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -12882595.000000 Penalty: 3734.736572
	Iteration 22Q: 3 clusters Score -1.28826e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -12882986.000000 Penalty: 3734.736572
	Iteration 23Q: 3 clusters Score -1.288299e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -12883454.000000 Penalty: 3734.736572
	Iteration 24Q: 3 clusters Score -1.288345e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -12883924.000000 Penalty: 3734.736572
	Iteration 25Q: 3 clusters Score -1.288392e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -12884233.000000 Penalty: 3734.736572
	Iteration 26Q: 3 clusters Score -1.288423e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -12884618.000000 Penalty: 3734.736572
	Iteration 27Q: 3 clusters Score -1.288462e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -12884895.000000 Penalty: 3734.736572
	Iteration 28Q: 3 clusters Score -1.28849e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -12884874.000000 Penalty: 3734.736572
	Iteration 29Q: 3 clusters Score -1.288487e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -12884709.000000 Penalty: 3734.736572
	Iteration 30Q: 3 clusters Score -1.288471e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -12884392.000000 Penalty: 3734.736572
	Iteration 31Q: 3 clusters Score -1.288439e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -12884022.000000 Penalty: 3734.736572
	Iteration 32Q: 3 clusters Score -1.288402e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -12883595.000000 Penalty: 3734.736572
	Iteration 33Q: 3 clusters Score -1.28836e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -12883184.000000 Penalty: 3734.736572
	Iteration 34Q: 3 clusters Score -1.288318e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -12882976.000000 Penalty: 3734.736572
	Iteration 35Q: 3 clusters Score -1.288298e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -12882776.000000 Penalty: 3734.736572
	Iteration 36Q: 3 clusters Score -1.288278e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -12882710.000000 Penalty: 3734.736572
	Iteration 37Q: 3 clusters Score -1.288271e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -12882605.000000 Penalty: 3734.736572
	Iteration 38Q: 3 clusters Score -1.28826e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -12882555.000000 Penalty: 3734.736572
	Iteration 39Q: 3 clusters Score -1.288256e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -12883967.000000 Penalty: 3734.736572
	Iteration 40F: 3 clusters Score -1.288397e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -12883774.000000 Penalty: 3734.736572
	Iteration 41Q: 3 clusters Score -1.288377e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -12885485.000000 Penalty: 3734.736572
	Iteration 42Q: 3 clusters Score -1.288548e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -12886518.000000 Penalty: 3734.736572
	Iteration 43Q: 3 clusters Score -1.288652e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -12887158.000000 Penalty: 3734.736572
	Iteration 44Q: 3 clusters Score -1.288716e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -12887558.000000 Penalty: 3734.736572
	Iteration 45Q: 3 clusters Score -1.288756e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -12887882.000000 Penalty: 3734.736572
	Iteration 46Q: 3 clusters Score -1.288788e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -12888073.000000 Penalty: 3734.736572
	Iteration 47Q: 3 clusters Score -1.288807e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -12888182.000000 Penalty: 3734.736572
	Iteration 48Q: 3 clusters Score -1.288818e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -12888287.000000 Penalty: 3734.736572
	Iteration 49Q: 3 clusters Score -1.288829e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -12888371.000000 Penalty: 3734.736572
	Iteration 50Q: 3 clusters Score -1.288837e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -12888425.000000 Penalty: 3734.736572
	Iteration 51Q: 3 clusters Score -1.288842e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -12888466.000000 Penalty: 3734.736572
	Iteration 52Q: 3 clusters Score -1.288847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -12888450.000000 Penalty: 3734.736572
	Iteration 53Q: 3 clusters Score -1.288845e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -12888451.000000 Penalty: 3734.736572
	Iteration 54Q: 3 clusters Score -1.288845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -12888466.000000 Penalty: 3734.736572
	Iteration 55Q: 3 clusters Score -1.288847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -12888477.000000 Penalty: 3734.736572
	Iteration 56Q: 3 clusters Score -1.288848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -12888473.000000 Penalty: 3734.736572
	Iteration 57Q: 3 clusters Score -1.288847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -12888477.000000 Penalty: 3734.736572
	Iteration 58Q: 3 clusters Score -1.288848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -12888503.000000 Penalty: 3734.736572
	Iteration 59Q: 3 clusters Score -1.28885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -12888508.000000 Penalty: 3734.736572
	Iteration 60F: 3 clusters Score -1.288851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -12888502.000000 Penalty: 3734.736572
	Iteration 61Q: 3 clusters Score -1.28885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -12888505.000000 Penalty: 3734.736572
	Iteration 62Q: 3 clusters Score -1.28885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -12888509.000000 Penalty: 3734.736572
	Iteration 63Q: 3 clusters Score -1.288851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -12888499.000000 Penalty: 3734.736572
	Iteration 64Q: 3 clusters Score -1.28885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12888495.000000 Penalty: 3734.736572
	Iteration 65Q: 3 clusters Score -1.28885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -12888510.000000 Penalty: 3734.736572
	Iteration 66Q: 3 clusters Score -1.288851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -12888510.000000 Penalty: 3734.736572
	Iteration 67Q: 3 clusters Score -1.288851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -12888513.000000 Penalty: 3734.736572
	Iteration 68Q: 3 clusters Score -1.288851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -12888510.000000 Penalty: 3734.736572
	Iteration 69Q: 3 clusters Score -1.288851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -12888514.000000 Penalty: 3734.736572
	Iteration 70Q: 3 clusters Score -1.288851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -12888514.000000 Penalty: 3734.736572
	Iteration 71F: 3 clusters Score -1.288851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Entering Unmasked Estep 
Score: -15139923.000000 Penalty: 1892.745728
	Iteration 0F: 2 clusters Score -1.513992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -15094320.000000 Penalty: 3785.491455
	Iteration 0F: 3 clusters Score -1.509432e+07 nChanged 54702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -15127072.000000 Penalty: 3785.491455
	Iteration 1F: 3 clusters Score -1.512707e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -15129462.000000 Penalty: 3785.491455
	Iteration 2Q: 3 clusters Score -1.512946e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -15133599.000000 Penalty: 3785.491455
	Iteration 3F: 3 clusters Score -1.51336e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -15140105.000000 Penalty: 3785.491455
	Iteration 4F: 3 clusters Score -1.51401e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -15147577.000000 Penalty: 3785.491455
	Iteration 5F: 3 clusters Score -1.514758e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -15153339.000000 Penalty: 3785.491455
	Iteration 6F: 3 clusters Score -1.515334e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -15156055.000000 Penalty: 3785.491455
	Iteration 7F: 3 clusters Score -1.515606e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -15157126.000000 Penalty: 3785.491455
	Iteration 8Q: 3 clusters Score -1.515713e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -15157540.000000 Penalty: 3785.491455
	Iteration 9Q: 3 clusters Score -1.515754e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -15158068.000000 Penalty: 3785.491455
	Iteration 10Q: 3 clusters Score -1.515807e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -15158462.000000 Penalty: 3785.491455
	Iteration 11Q: 3 clusters Score -1.515846e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -15158917.000000 Penalty: 3785.491455
	Iteration 12Q: 3 clusters Score -1.515892e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -15159372.000000 Penalty: 3785.491455
	Iteration 13Q: 3 clusters Score -1.515937e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -15159858.000000 Penalty: 3785.491455
	Iteration 14Q: 3 clusters Score -1.515986e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -15160184.000000 Penalty: 3785.491455
	Iteration 15Q: 3 clusters Score -1.516018e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -15160418.000000 Penalty: 3785.491455
	Iteration 16Q: 3 clusters Score -1.516042e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -15160696.000000 Penalty: 3785.491455
	Iteration 17Q: 3 clusters Score -1.51607e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -15160930.000000 Penalty: 3785.491455
	Iteration 18Q: 3 clusters Score -1.516093e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -15161110.000000 Penalty: 3785.491455
	Iteration 19Q: 3 clusters Score -1.516111e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -15161367.000000 Penalty: 3785.491455
	Iteration 20F: 3 clusters Score -1.516137e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -15161546.000000 Penalty: 3785.491455
	Iteration 21Q: 3 clusters Score -1.516155e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -15161716.000000 Penalty: 3785.491455
	Iteration 22Q: 3 clusters Score -1.516172e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -15161746.000000 Penalty: 3785.491455
	Iteration 23Q: 3 clusters Score -1.516175e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -15161875.000000 Penalty: 3785.491455
	Iteration 24Q: 3 clusters Score -1.516188e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -15162000.000000 Penalty: 3785.491455
	Iteration 25Q: 3 clusters Score -1.5162e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -15161986.000000 Penalty: 3785.491455
	Iteration 26Q: 3 clusters Score -1.516199e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -15162041.000000 Penalty: 3785.491455
	Iteration 27Q: 3 clusters Score -1.516204e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -15162118.000000 Penalty: 3785.491455
	Iteration 28Q: 3 clusters Score -1.516212e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 29Q: 3 clusters Score -1.516216e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -15162220.000000 Penalty: 3785.491455
	Iteration 30Q: 3 clusters Score -1.516222e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -15162236.000000 Penalty: 3785.491455
	Iteration 31Q: 3 clusters Score -1.516224e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -15162222.000000 Penalty: 3785.491455
	Iteration 32Q: 3 clusters Score -1.516222e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -15162257.000000 Penalty: 3785.491455
	Iteration 33Q: 3 clusters Score -1.516226e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -15162266.000000 Penalty: 3785.491455
	Iteration 34Q: 3 clusters Score -1.516227e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -15162309.000000 Penalty: 3785.491455
	Iteration 35Q: 3 clusters Score -1.516231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -15162300.000000 Penalty: 3785.491455
	Iteration 36Q: 3 clusters Score -1.51623e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -15162308.000000 Penalty: 3785.491455
	Iteration 37Q: 3 clusters Score -1.516231e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -15162320.000000 Penalty: 3785.491455
	Iteration 38Q: 3 clusters Score -1.516232e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -15162373.000000 Penalty: 3785.491455
	Iteration 39Q: 3 clusters Score -1.516237e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -15162386.000000 Penalty: 3785.491455
	Iteration 40F: 3 clusters Score -1.516239e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -15162378.000000 Penalty: 3785.491455
	Iteration 41Q: 3 clusters Score -1.516238e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -15162366.000000 Penalty: 3785.491455
	Iteration 42Q: 3 clusters Score -1.516237e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -15162397.000000 Penalty: 3785.491455
	Iteration 43Q: 3 clusters Score -1.51624e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -15162390.000000 Penalty: 3785.491455
	Iteration 44Q: 3 clusters Score -1.516239e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -15162360.000000 Penalty: 3785.491455
	Iteration 45Q: 3 clusters Score -1.516236e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -15162331.000000 Penalty: 3785.491455
	Iteration 46Q: 3 clusters Score -1.516233e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -15162371.000000 Penalty: 3785.491455
	Iteration 47Q: 3 clusters Score -1.516237e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -15162351.000000 Penalty: 3785.491455
	Iteration 48Q: 3 clusters Score -1.516235e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -15162372.000000 Penalty: 3785.491455
	Iteration 49Q: 3 clusters Score -1.516237e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -15162369.000000 Penalty: 3785.491455
	Iteration 50Q: 3 clusters Score -1.516237e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -15162355.000000 Penalty: 3785.491455
	Iteration 51Q: 3 clusters Score -1.516236e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -15162354.000000 Penalty: 3785.491455
	Iteration 52Q: 3 clusters Score -1.516235e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -15162352.000000 Penalty: 3785.491455
	Iteration 53Q: 3 clusters Score -1.516235e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -15162319.000000 Penalty: 3785.491455
	Iteration 54Q: 3 clusters Score -1.516232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -15162333.000000 Penalty: 3785.491455
	Iteration 55Q: 3 clusters Score -1.516233e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -15162343.000000 Penalty: 3785.491455
	Iteration 56Q: 3 clusters Score -1.516234e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -15162395.000000 Penalty: 3785.491455
	Iteration 57Q: 3 clusters Score -1.51624e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -15162396.000000 Penalty: 3785.491455
	Iteration 58Q: 3 clusters Score -1.51624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -15162395.000000 Penalty: 3785.491455
	Iteration 59Q: 3 clusters Score -1.51624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -15162398.000000 Penalty: 3785.491455
	Iteration 60F: 3 clusters Score -1.51624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -15162359.000000 Penalty: 3785.491455
	Iteration 61Q: 3 clusters Score -1.516236e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -15162380.000000 Penalty: 3785.491455
	Iteration 62Q: 3 clusters Score -1.516238e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -15162402.000000 Penalty: 3785.491455
	Iteration 63Q: 3 clusters Score -1.51624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -15162394.000000 Penalty: 3785.491455
	Iteration 64Q: 3 clusters Score -1.516239e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -15162417.000000 Penalty: 3785.491455
	Iteration 65Q: 3 clusters Score -1.516242e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -15162410.000000 Penalty: 3785.491455
	Iteration 66Q: 3 clusters Score -1.516241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -15162412.000000 Penalty: 3785.491455
	Iteration 67Q: 3 clusters Score -1.516241e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -15162400.000000 Penalty: 3785.491455
	Iteration 68Q: 3 clusters Score -1.51624e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -15162417.000000 Penalty: 3785.491455
	Iteration 69Q: 3 clusters Score -1.516242e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -15162411.000000 Penalty: 3785.491455
	Iteration 70Q: 3 clusters Score -1.516241e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -15162421.000000 Penalty: 3785.491455
	Iteration 71Q: 3 clusters Score -1.516242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -15162430.000000 Penalty: 3785.491455
	Iteration 72Q: 3 clusters Score -1.516243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -15162430.000000 Penalty: 3785.491455
	Iteration 73Q: 3 clusters Score -1.516243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -15162447.000000 Penalty: 3785.491455
	Iteration 74Q: 3 clusters Score -1.516245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -15162436.000000 Penalty: 3785.491455
	Iteration 75Q: 3 clusters Score -1.516244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -15162436.000000 Penalty: 3785.491455
	Iteration 76Q: 3 clusters Score -1.516244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -15162422.000000 Penalty: 3785.491455
	Iteration 77Q: 3 clusters Score -1.516242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -15162426.000000 Penalty: 3785.491455
	Iteration 78Q: 3 clusters Score -1.516243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -15162408.000000 Penalty: 3785.491455
	Iteration 79Q: 3 clusters Score -1.516241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -15162409.000000 Penalty: 3785.491455
	Iteration 80F: 3 clusters Score -1.516241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -15162413.000000 Penalty: 3785.491455
	Iteration 81Q: 3 clusters Score -1.516241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -15162429.000000 Penalty: 3785.491455
	Iteration 82Q: 3 clusters Score -1.516243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15162418.000000 Penalty: 3785.491455
	Iteration 83Q: 3 clusters Score -1.516242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -15162387.000000 Penalty: 3785.491455
	Iteration 84Q: 3 clusters Score -1.516239e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -15162414.000000 Penalty: 3785.491455
	Iteration 85Q: 3 clusters Score -1.516241e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -15162365.000000 Penalty: 3785.491455
	Iteration 86Q: 3 clusters Score -1.516236e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -15162352.000000 Penalty: 3785.491455
	Iteration 87Q: 3 clusters Score -1.516235e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -15162364.000000 Penalty: 3785.491455
	Iteration 88Q: 3 clusters Score -1.516236e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -15162348.000000 Penalty: 3785.491455
	Iteration 89Q: 3 clusters Score -1.516235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -15162304.000000 Penalty: 3785.491455
	Iteration 90Q: 3 clusters Score -1.51623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -15162307.000000 Penalty: 3785.491455
	Iteration 91Q: 3 clusters Score -1.516231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -15162310.000000 Penalty: 3785.491455
	Iteration 92Q: 3 clusters Score -1.516231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -15162297.000000 Penalty: 3785.491455
	Iteration 93Q: 3 clusters Score -1.51623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -15162299.000000 Penalty: 3785.491455
	Iteration 94Q: 3 clusters Score -1.51623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -15162301.000000 Penalty: 3785.491455
	Iteration 95Q: 3 clusters Score -1.51623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -15162296.000000 Penalty: 3785.491455
	Iteration 96Q: 3 clusters Score -1.51623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -15162291.000000 Penalty: 3785.491455
	Iteration 97Q: 3 clusters Score -1.516229e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -15162289.000000 Penalty: 3785.491455
	Iteration 98Q: 3 clusters Score -1.516229e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -15162287.000000 Penalty: 3785.491455
	Iteration 99Q: 3 clusters Score -1.516229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -15162281.000000 Penalty: 3785.491455
	Iteration 100F: 3 clusters Score -1.516228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -15162275.000000 Penalty: 3785.491455
	Iteration 101Q: 3 clusters Score -1.516228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -15162286.000000 Penalty: 3785.491455
	Iteration 102Q: 3 clusters Score -1.516229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -15162267.000000 Penalty: 3785.491455
	Iteration 103Q: 3 clusters Score -1.516227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -15162264.000000 Penalty: 3785.491455
	Iteration 104Q: 3 clusters Score -1.516226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -15162247.000000 Penalty: 3785.491455
	Iteration 105Q: 3 clusters Score -1.516225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -15162248.000000 Penalty: 3785.491455
	Iteration 106Q: 3 clusters Score -1.516225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -15162245.000000 Penalty: 3785.491455
	Iteration 107Q: 3 clusters Score -1.516224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -15162238.000000 Penalty: 3785.491455
	Iteration 108Q: 3 clusters Score -1.516224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -15162231.000000 Penalty: 3785.491455
	Iteration 109Q: 3 clusters Score -1.516223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -15162217.000000 Penalty: 3785.491455
	Iteration 110Q: 3 clusters Score -1.516222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -15162212.000000 Penalty: 3785.491455
	Iteration 111Q: 3 clusters Score -1.516221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -15162215.000000 Penalty: 3785.491455
	Iteration 112Q: 3 clusters Score -1.516222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -15162184.000000 Penalty: 3785.491455
	Iteration 113Q: 3 clusters Score -1.516218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -15162183.000000 Penalty: 3785.491455
	Iteration 114Q: 3 clusters Score -1.516218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -15162206.000000 Penalty: 3785.491455
	Iteration 115Q: 3 clusters Score -1.516221e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -15162198.000000 Penalty: 3785.491455
	Iteration 116Q: 3 clusters Score -1.51622e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -15162168.000000 Penalty: 3785.491455
	Iteration 117Q: 3 clusters Score -1.516217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -15162156.000000 Penalty: 3785.491455
	Iteration 118Q: 3 clusters Score -1.516216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -15162147.000000 Penalty: 3785.491455
	Iteration 119Q: 3 clusters Score -1.516215e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -15162162.000000 Penalty: 3785.491455
	Iteration 120F: 3 clusters Score -1.516216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 121Q: 3 clusters Score -1.516216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -15162155.000000 Penalty: 3785.491455
	Iteration 122Q: 3 clusters Score -1.516216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -15162135.000000 Penalty: 3785.491455
	Iteration 123Q: 3 clusters Score -1.516214e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -15162141.000000 Penalty: 3785.491455
	Iteration 124Q: 3 clusters Score -1.516214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -15162159.000000 Penalty: 3785.491455
	Iteration 125Q: 3 clusters Score -1.516216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -15162148.000000 Penalty: 3785.491455
	Iteration 126Q: 3 clusters Score -1.516215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 127Q: 3 clusters Score -1.516216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -15162159.000000 Penalty: 3785.491455
	Iteration 128Q: 3 clusters Score -1.516216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -15162162.000000 Penalty: 3785.491455
	Iteration 129Q: 3 clusters Score -1.516216e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 130Q: 3 clusters Score -1.516216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -15162142.000000 Penalty: 3785.491455
	Iteration 131Q: 3 clusters Score -1.516214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -15162139.000000 Penalty: 3785.491455
	Iteration 132Q: 3 clusters Score -1.516214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -15162154.000000 Penalty: 3785.491455
	Iteration 133Q: 3 clusters Score -1.516215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -15162167.000000 Penalty: 3785.491455
	Iteration 134Q: 3 clusters Score -1.516217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -15162162.000000 Penalty: 3785.491455
	Iteration 135Q: 3 clusters Score -1.516216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -15162178.000000 Penalty: 3785.491455
	Iteration 136Q: 3 clusters Score -1.516218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -15162180.000000 Penalty: 3785.491455
	Iteration 137Q: 3 clusters Score -1.516218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -15162183.000000 Penalty: 3785.491455
	Iteration 138Q: 3 clusters Score -1.516218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -15162183.000000 Penalty: 3785.491455
	Iteration 139Q: 3 clusters Score -1.516218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -15162181.000000 Penalty: 3785.491455
	Iteration 140F: 3 clusters Score -1.516218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -15162167.000000 Penalty: 3785.491455
	Iteration 141Q: 3 clusters Score -1.516217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -15162150.000000 Penalty: 3785.491455
	Iteration 142Q: 3 clusters Score -1.516215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -15162129.000000 Penalty: 3785.491455
	Iteration 143Q: 3 clusters Score -1.516213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -15162143.000000 Penalty: 3785.491455
	Iteration 144Q: 3 clusters Score -1.516214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -15162141.000000 Penalty: 3785.491455
	Iteration 145Q: 3 clusters Score -1.516214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 146Q: 3 clusters Score -1.516216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -15162161.000000 Penalty: 3785.491455
	Iteration 147Q: 3 clusters Score -1.516216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -15162152.000000 Penalty: 3785.491455
	Iteration 148Q: 3 clusters Score -1.516215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -15162140.000000 Penalty: 3785.491455
	Iteration 149Q: 3 clusters Score -1.516214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -15162128.000000 Penalty: 3785.491455
	Iteration 150Q: 3 clusters Score -1.516213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -15162117.000000 Penalty: 3785.491455
	Iteration 151Q: 3 clusters Score -1.516212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -15162114.000000 Penalty: 3785.491455
	Iteration 152Q: 3 clusters Score -1.516211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -15162101.000000 Penalty: 3785.491455
	Iteration 153Q: 3 clusters Score -1.51621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -15162102.000000 Penalty: 3785.491455
	Iteration 154Q: 3 clusters Score -1.51621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -15162086.000000 Penalty: 3785.491455
	Iteration 155Q: 3 clusters Score -1.516209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -15162091.000000 Penalty: 3785.491455
	Iteration 156Q: 3 clusters Score -1.516209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -15162091.000000 Penalty: 3785.491455
	Iteration 157Q: 3 clusters Score -1.516209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -15162087.000000 Penalty: 3785.491455
	Iteration 158Q: 3 clusters Score -1.516209e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -15162079.000000 Penalty: 3785.491455
	Iteration 159Q: 3 clusters Score -1.516208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -15162084.000000 Penalty: 3785.491455
	Iteration 160F: 3 clusters Score -1.516208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -15162095.000000 Penalty: 3785.491455
	Iteration 161Q: 3 clusters Score -1.51621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -15162094.000000 Penalty: 3785.491455
	Iteration 162Q: 3 clusters Score -1.516209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -15162089.000000 Penalty: 3785.491455
	Iteration 163Q: 3 clusters Score -1.516209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -15162087.000000 Penalty: 3785.491455
	Iteration 164Q: 3 clusters Score -1.516209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -15162084.000000 Penalty: 3785.491455
	Iteration 165Q: 3 clusters Score -1.516208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -15162080.000000 Penalty: 3785.491455
	Iteration 166Q: 3 clusters Score -1.516208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -15162080.000000 Penalty: 3785.491455
	Iteration 167Q: 3 clusters Score -1.516208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -15162071.000000 Penalty: 3785.491455
	Iteration 168Q: 3 clusters Score -1.516207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -15162066.000000 Penalty: 3785.491455
	Iteration 169Q: 3 clusters Score -1.516207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -15162071.000000 Penalty: 3785.491455
	Iteration 170Q: 3 clusters Score -1.516207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -15162074.000000 Penalty: 3785.491455
	Iteration 171Q: 3 clusters Score -1.516207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -15162080.000000 Penalty: 3785.491455
	Iteration 172Q: 3 clusters Score -1.516208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -15162073.000000 Penalty: 3785.491455
	Iteration 173Q: 3 clusters Score -1.516207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -15162079.000000 Penalty: 3785.491455
	Iteration 174Q: 3 clusters Score -1.516208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -15162084.000000 Penalty: 3785.491455
	Iteration 175Q: 3 clusters Score -1.516208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -15162071.000000 Penalty: 3785.491455
	Iteration 176Q: 3 clusters Score -1.516207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -15162081.000000 Penalty: 3785.491455
	Iteration 177Q: 3 clusters Score -1.516208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -15162072.000000 Penalty: 3785.491455
	Iteration 178Q: 3 clusters Score -1.516207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -15162066.000000 Penalty: 3785.491455
	Iteration 179Q: 3 clusters Score -1.516207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -15162074.000000 Penalty: 3785.491455
	Iteration 180F: 3 clusters Score -1.516207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -15162069.000000 Penalty: 3785.491455
	Iteration 181Q: 3 clusters Score -1.516207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -15162076.000000 Penalty: 3785.491455
	Iteration 182Q: 3 clusters Score -1.516208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -15162066.000000 Penalty: 3785.491455
	Iteration 183Q: 3 clusters Score -1.516207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -15162060.000000 Penalty: 3785.491455
	Iteration 184Q: 3 clusters Score -1.516206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -15162024.000000 Penalty: 3785.491455
	Iteration 185Q: 3 clusters Score -1.516202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -15162046.000000 Penalty: 3785.491455
	Iteration 186Q: 3 clusters Score -1.516205e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -15162044.000000 Penalty: 3785.491455
	Iteration 187Q: 3 clusters Score -1.516204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -15162038.000000 Penalty: 3785.491455
	Iteration 188Q: 3 clusters Score -1.516204e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -15162027.000000 Penalty: 3785.491455
	Iteration 189Q: 3 clusters Score -1.516203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -15162028.000000 Penalty: 3785.491455
	Iteration 190Q: 3 clusters Score -1.516203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -15162031.000000 Penalty: 3785.491455
	Iteration 191Q: 3 clusters Score -1.516203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -15162027.000000 Penalty: 3785.491455
	Iteration 192Q: 3 clusters Score -1.516203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -15162001.000000 Penalty: 3785.491455
	Iteration 193Q: 3 clusters Score -1.5162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -15161982.000000 Penalty: 3785.491455
	Iteration 194Q: 3 clusters Score -1.516198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -15161966.000000 Penalty: 3785.491455
	Iteration 195Q: 3 clusters Score -1.516197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -15161962.000000 Penalty: 3785.491455
	Iteration 196Q: 3 clusters Score -1.516196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -15161961.000000 Penalty: 3785.491455
	Iteration 197Q: 3 clusters Score -1.516196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -15161948.000000 Penalty: 3785.491455
	Iteration 198Q: 3 clusters Score -1.516195e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -15161921.000000 Penalty: 3785.491455
	Iteration 199Q: 3 clusters Score -1.516192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -15161906.000000 Penalty: 3785.491455
	Iteration 200F: 3 clusters Score -1.516191e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -15161894.000000 Penalty: 3785.491455
	Iteration 201Q: 3 clusters Score -1.516189e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -15161895.000000 Penalty: 3785.491455
	Iteration 202Q: 3 clusters Score -1.51619e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -15161903.000000 Penalty: 3785.491455
	Iteration 203Q: 3 clusters Score -1.51619e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -15161928.000000 Penalty: 3785.491455
	Iteration 204Q: 3 clusters Score -1.516193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -15161913.000000 Penalty: 3785.491455
	Iteration 205Q: 3 clusters Score -1.516191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -15161902.000000 Penalty: 3785.491455
	Iteration 206Q: 3 clusters Score -1.51619e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -15161900.000000 Penalty: 3785.491455
	Iteration 207Q: 3 clusters Score -1.51619e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -15161896.000000 Penalty: 3785.491455
	Iteration 208Q: 3 clusters Score -1.51619e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -15161841.000000 Penalty: 3785.491455
	Iteration 209Q: 3 clusters Score -1.516184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -15161831.000000 Penalty: 3785.491455
	Iteration 210Q: 3 clusters Score -1.516183e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -15161841.000000 Penalty: 3785.491455
	Iteration 211Q: 3 clusters Score -1.516184e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -15161841.000000 Penalty: 3785.491455
	Iteration 212Q: 3 clusters Score -1.516184e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -15161808.000000 Penalty: 3785.491455
	Iteration 213Q: 3 clusters Score -1.516181e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -15161815.000000 Penalty: 3785.491455
	Iteration 214Q: 3 clusters Score -1.516182e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -15161783.000000 Penalty: 3785.491455
	Iteration 215Q: 3 clusters Score -1.516178e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -15161752.000000 Penalty: 3785.491455
	Iteration 216Q: 3 clusters Score -1.516175e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -15161712.000000 Penalty: 3785.491455
	Iteration 217Q: 3 clusters Score -1.516171e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -15161705.000000 Penalty: 3785.491455
	Iteration 218Q: 3 clusters Score -1.51617e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -15161699.000000 Penalty: 3785.491455
	Iteration 219Q: 3 clusters Score -1.51617e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -15161680.000000 Penalty: 3785.491455
	Iteration 220F: 3 clusters Score -1.516168e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -15161658.000000 Penalty: 3785.491455
	Iteration 221Q: 3 clusters Score -1.516166e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -15161625.000000 Penalty: 3785.491455
	Iteration 222Q: 3 clusters Score -1.516162e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -15161644.000000 Penalty: 3785.491455
	Iteration 223Q: 3 clusters Score -1.516164e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -15161604.000000 Penalty: 3785.491455
	Iteration 224Q: 3 clusters Score -1.51616e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -15161598.000000 Penalty: 3785.491455
	Iteration 225Q: 3 clusters Score -1.51616e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -15161565.000000 Penalty: 3785.491455
	Iteration 226Q: 3 clusters Score -1.516156e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -15161604.000000 Penalty: 3785.491455
	Iteration 227Q: 3 clusters Score -1.51616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -15161606.000000 Penalty: 3785.491455
	Iteration 228Q: 3 clusters Score -1.516161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -15161613.000000 Penalty: 3785.491455
	Iteration 229Q: 3 clusters Score -1.516161e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -15161601.000000 Penalty: 3785.491455
	Iteration 230Q: 3 clusters Score -1.51616e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -15161593.000000 Penalty: 3785.491455
	Iteration 231Q: 3 clusters Score -1.516159e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -15161614.000000 Penalty: 3785.491455
	Iteration 232Q: 3 clusters Score -1.516161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -15161609.000000 Penalty: 3785.491455
	Iteration 233Q: 3 clusters Score -1.516161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -15161619.000000 Penalty: 3785.491455
	Iteration 234Q: 3 clusters Score -1.516162e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -15161576.000000 Penalty: 3785.491455
	Iteration 235Q: 3 clusters Score -1.516158e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -15161562.000000 Penalty: 3785.491455
	Iteration 236Q: 3 clusters Score -1.516156e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -15161543.000000 Penalty: 3785.491455
	Iteration 237Q: 3 clusters Score -1.516154e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -15161526.000000 Penalty: 3785.491455
	Iteration 238Q: 3 clusters Score -1.516153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -15161492.000000 Penalty: 3785.491455
	Iteration 239Q: 3 clusters Score -1.516149e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -15161456.000000 Penalty: 3785.491455
	Iteration 240F: 3 clusters Score -1.516146e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -15161439.000000 Penalty: 3785.491455
	Iteration 241Q: 3 clusters Score -1.516144e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -15161442.000000 Penalty: 3785.491455
	Iteration 242Q: 3 clusters Score -1.516144e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -15161446.000000 Penalty: 3785.491455
	Iteration 243Q: 3 clusters Score -1.516145e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -15161418.000000 Penalty: 3785.491455
	Iteration 244Q: 3 clusters Score -1.516142e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -15161387.000000 Penalty: 3785.491455
	Iteration 245Q: 3 clusters Score -1.516139e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -15161389.000000 Penalty: 3785.491455
	Iteration 246Q: 3 clusters Score -1.516139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -15161381.000000 Penalty: 3785.491455
	Iteration 247Q: 3 clusters Score -1.516138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -15161357.000000 Penalty: 3785.491455
	Iteration 248Q: 3 clusters Score -1.516136e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -15161340.000000 Penalty: 3785.491455
	Iteration 249Q: 3 clusters Score -1.516134e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -15161347.000000 Penalty: 3785.491455
	Iteration 250Q: 3 clusters Score -1.516135e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -15161343.000000 Penalty: 3785.491455
	Iteration 251Q: 3 clusters Score -1.516134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -15161341.000000 Penalty: 3785.491455
	Iteration 252Q: 3 clusters Score -1.516134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -15161338.000000 Penalty: 3785.491455
	Iteration 253Q: 3 clusters Score -1.516134e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -15161317.000000 Penalty: 3785.491455
	Iteration 254Q: 3 clusters Score -1.516132e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -15161271.000000 Penalty: 3785.491455
	Iteration 255Q: 3 clusters Score -1.516127e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -15161242.000000 Penalty: 3785.491455
	Iteration 256Q: 3 clusters Score -1.516124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -15161228.000000 Penalty: 3785.491455
	Iteration 257Q: 3 clusters Score -1.516123e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -15161194.000000 Penalty: 3785.491455
	Iteration 258Q: 3 clusters Score -1.516119e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -15161182.000000 Penalty: 3785.491455
	Iteration 259Q: 3 clusters Score -1.516118e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -15161173.000000 Penalty: 3785.491455
	Iteration 260F: 3 clusters Score -1.516117e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -15161153.000000 Penalty: 3785.491455
	Iteration 261Q: 3 clusters Score -1.516115e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -15161155.000000 Penalty: 3785.491455
	Iteration 262Q: 3 clusters Score -1.516116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -15161158.000000 Penalty: 3785.491455
	Iteration 263Q: 3 clusters Score -1.516116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -15161145.000000 Penalty: 3785.491455
	Iteration 264Q: 3 clusters Score -1.516114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -15161139.000000 Penalty: 3785.491455
	Iteration 265Q: 3 clusters Score -1.516114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -15161146.000000 Penalty: 3785.491455
	Iteration 266Q: 3 clusters Score -1.516115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -15161132.000000 Penalty: 3785.491455
	Iteration 267Q: 3 clusters Score -1.516113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -15161128.000000 Penalty: 3785.491455
	Iteration 268Q: 3 clusters Score -1.516113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -15161118.000000 Penalty: 3785.491455
	Iteration 269Q: 3 clusters Score -1.516112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -15161120.000000 Penalty: 3785.491455
	Iteration 270Q: 3 clusters Score -1.516112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -15161122.000000 Penalty: 3785.491455
	Iteration 271Q: 3 clusters Score -1.516112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -15161127.000000 Penalty: 3785.491455
	Iteration 272Q: 3 clusters Score -1.516113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -15161134.000000 Penalty: 3785.491455
	Iteration 273Q: 3 clusters Score -1.516113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -15161128.000000 Penalty: 3785.491455
	Iteration 274Q: 3 clusters Score -1.516113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -15161126.000000 Penalty: 3785.491455
	Iteration 275Q: 3 clusters Score -1.516113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -15161128.000000 Penalty: 3785.491455
	Iteration 276Q: 3 clusters Score -1.516113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -15161135.000000 Penalty: 3785.491455
	Iteration 277Q: 3 clusters Score -1.516114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -15161141.000000 Penalty: 3785.491455
	Iteration 278Q: 3 clusters Score -1.516114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -15161134.000000 Penalty: 3785.491455
	Iteration 279Q: 3 clusters Score -1.516113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -15161116.000000 Penalty: 3785.491455
	Iteration 280F: 3 clusters Score -1.516112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -15161120.000000 Penalty: 3785.491455
	Iteration 281Q: 3 clusters Score -1.516112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -15161116.000000 Penalty: 3785.491455
	Iteration 282Q: 3 clusters Score -1.516112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -15161105.000000 Penalty: 3785.491455
	Iteration 283Q: 3 clusters Score -1.51611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -15161106.000000 Penalty: 3785.491455
	Iteration 284Q: 3 clusters Score -1.516111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -15161109.000000 Penalty: 3785.491455
	Iteration 285Q: 3 clusters Score -1.516111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -15161108.000000 Penalty: 3785.491455
	Iteration 286Q: 3 clusters Score -1.516111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -15161112.000000 Penalty: 3785.491455
	Iteration 287Q: 3 clusters Score -1.516111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -15161090.000000 Penalty: 3785.491455
	Iteration 288Q: 3 clusters Score -1.516109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -15161087.000000 Penalty: 3785.491455
	Iteration 289Q: 3 clusters Score -1.516109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -15161082.000000 Penalty: 3785.491455
	Iteration 290Q: 3 clusters Score -1.516108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -15161086.000000 Penalty: 3785.491455
	Iteration 291Q: 3 clusters Score -1.516109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -15161080.000000 Penalty: 3785.491455
	Iteration 292Q: 3 clusters Score -1.516108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -15161079.000000 Penalty: 3785.491455
	Iteration 293Q: 3 clusters Score -1.516108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -15161068.000000 Penalty: 3785.491455
	Iteration 294Q: 3 clusters Score -1.516107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -15161056.000000 Penalty: 3785.491455
	Iteration 295Q: 3 clusters Score -1.516106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -15161060.000000 Penalty: 3785.491455
	Iteration 296Q: 3 clusters Score -1.516106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -15161048.000000 Penalty: 3785.491455
	Iteration 297Q: 3 clusters Score -1.516105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -15161054.000000 Penalty: 3785.491455
	Iteration 298Q: 3 clusters Score -1.516105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -15161028.000000 Penalty: 3785.491455
	Iteration 299Q: 3 clusters Score -1.516103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -15161017.000000 Penalty: 3785.491455
	Iteration 300F: 3 clusters Score -1.516102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -15161015.000000 Penalty: 3785.491455
	Iteration 301Q: 3 clusters Score -1.516102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -15161018.000000 Penalty: 3785.491455
	Iteration 302Q: 3 clusters Score -1.516102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -15161002.000000 Penalty: 3785.491455
	Iteration 303Q: 3 clusters Score -1.5161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -15161008.000000 Penalty: 3785.491455
	Iteration 304Q: 3 clusters Score -1.516101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -15160987.000000 Penalty: 3785.491455
	Iteration 305Q: 3 clusters Score -1.516099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -15160986.000000 Penalty: 3785.491455
	Iteration 306Q: 3 clusters Score -1.516099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -15160981.000000 Penalty: 3785.491455
	Iteration 307Q: 3 clusters Score -1.516098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -15160974.000000 Penalty: 3785.491455
	Iteration 308Q: 3 clusters Score -1.516097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -15160964.000000 Penalty: 3785.491455
	Iteration 309Q: 3 clusters Score -1.516096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -15160966.000000 Penalty: 3785.491455
	Iteration 310Q: 3 clusters Score -1.516097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -15160964.000000 Penalty: 3785.491455
	Iteration 311Q: 3 clusters Score -1.516096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -15160958.000000 Penalty: 3785.491455
	Iteration 312Q: 3 clusters Score -1.516096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -15160940.000000 Penalty: 3785.491455
	Iteration 313Q: 3 clusters Score -1.516094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -15160948.000000 Penalty: 3785.491455
	Iteration 314Q: 3 clusters Score -1.516095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -15160932.000000 Penalty: 3785.491455
	Iteration 315Q: 3 clusters Score -1.516093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -15160931.000000 Penalty: 3785.491455
	Iteration 316Q: 3 clusters Score -1.516093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -15160928.000000 Penalty: 3785.491455
	Iteration 317Q: 3 clusters Score -1.516093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -15160932.000000 Penalty: 3785.491455
	Iteration 318Q: 3 clusters Score -1.516093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -15160930.000000 Penalty: 3785.491455
	Iteration 319Q: 3 clusters Score -1.516093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -15160928.000000 Penalty: 3785.491455
	Iteration 320F: 3 clusters Score -1.516093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -15160927.000000 Penalty: 3785.491455
	Iteration 321Q: 3 clusters Score -1.516093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -15160923.000000 Penalty: 3785.491455
	Iteration 322Q: 3 clusters Score -1.516092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -15160914.000000 Penalty: 3785.491455
	Iteration 323Q: 3 clusters Score -1.516091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -15160917.000000 Penalty: 3785.491455
	Iteration 324Q: 3 clusters Score -1.516092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -15160916.000000 Penalty: 3785.491455
	Iteration 325Q: 3 clusters Score -1.516092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -15160916.000000 Penalty: 3785.491455
	Iteration 326Q: 3 clusters Score -1.516092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -15160916.000000 Penalty: 3785.491455
	Iteration 327F: 3 clusters Score -1.516092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Entering Unmasked Estep 
Score: -85872680.000000 Penalty: 63160.101562
Splitting cluster 15 changes total score from -85787344.000000 to -85872680.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -118503.640625 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -118503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117127.335938 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -117127.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118020.796875 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -118020.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118555.945312 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -118555.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118918.218750 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -118918.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119119.000000 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -119119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119294.210938 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -119294.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119520.828125 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -119520.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119683.710938 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -119683.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119766.867188 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -119766.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119811.406250 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -119811.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119832.171875 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -119832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119837.953125 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -119838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119843.250000 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -119843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119847.640625 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -119847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119847.796875 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -119847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119855.664062 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -119855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119907.226562 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -119907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119917.867188 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -119917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119930.570312 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -119930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119932.359375 Penalty: 2284.453369
	Iteration 19Q: 3 clusters Score -119932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119934.531250 Penalty: 2284.453369
	Iteration 20F: 3 clusters Score -119934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Entering Unmasked Estep 
Score: -85873072.000000 Penalty: 65338.035156
Splitting cluster 16 changes total score from -85787344.000000 to -85873072.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -1840006.875000 Penalty: 1555.029541
	Iteration 0F: 2 clusters Score -1840007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1830060.250000 Penalty: 3110.059082
	Iteration 0F: 3 clusters Score -1830060 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1833870.375000 Penalty: 3110.059082
	Iteration 1F: 3 clusters Score -1833870 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1834871.625000 Penalty: 3110.059082
	Iteration 2F: 3 clusters Score -1834872 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1835928.750000 Penalty: 3110.059082
	Iteration 3F: 3 clusters Score -1835929 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1837074.750000 Penalty: 3110.059082
	Iteration 4F: 3 clusters Score -1837075 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1838387.000000 Penalty: 3110.059082
	Iteration 5F: 3 clusters Score -1838387 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1839545.875000 Penalty: 3110.059082
	Iteration 6F: 3 clusters Score -1839546 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1840246.625000 Penalty: 3110.059082
	Iteration 7F: 3 clusters Score -1840247 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1840580.500000 Penalty: 3110.059082
	Iteration 8Q: 3 clusters Score -1840580 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1840771.750000 Penalty: 3110.059082
	Iteration 9Q: 3 clusters Score -1840772 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1840858.625000 Penalty: 3110.059082
	Iteration 10Q: 3 clusters Score -1840859 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1840929.750000 Penalty: 3110.059082
	Iteration 11Q: 3 clusters Score -1840930 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1840983.125000 Penalty: 3110.059082
	Iteration 12Q: 3 clusters Score -1840983 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1841023.500000 Penalty: 3110.059082
	Iteration 13Q: 3 clusters Score -1841024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1841070.125000 Penalty: 3110.059082
	Iteration 14Q: 3 clusters Score -1841070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1841126.500000 Penalty: 3110.059082
	Iteration 15Q: 3 clusters Score -1841126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1841195.625000 Penalty: 3110.059082
	Iteration 16Q: 3 clusters Score -1841196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1841260.125000 Penalty: 3110.059082
	Iteration 17Q: 3 clusters Score -1841260 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1841321.625000 Penalty: 3110.059082
	Iteration 18Q: 3 clusters Score -1841322 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1841372.250000 Penalty: 3110.059082
	Iteration 19Q: 3 clusters Score -1841372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1841433.250000 Penalty: 3110.059082
	Iteration 20F: 3 clusters Score -1841433 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1841500.250000 Penalty: 3110.059082
	Iteration 21Q: 3 clusters Score -1841500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1841567.250000 Penalty: 3110.059082
	Iteration 22Q: 3 clusters Score -1841567 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1841609.625000 Penalty: 3110.059082
	Iteration 23Q: 3 clusters Score -1841610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1841642.875000 Penalty: 3110.059082
	Iteration 24Q: 3 clusters Score -1841643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1841669.750000 Penalty: 3110.059082
	Iteration 25Q: 3 clusters Score -1841670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1841694.125000 Penalty: 3110.059082
	Iteration 26Q: 3 clusters Score -1841694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1841714.000000 Penalty: 3110.059082
	Iteration 27Q: 3 clusters Score -1841714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1841720.375000 Penalty: 3110.059082
	Iteration 28Q: 3 clusters Score -1841720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1841729.625000 Penalty: 3110.059082
	Iteration 29Q: 3 clusters Score -1841730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1841734.625000 Penalty: 3110.059082
	Iteration 30Q: 3 clusters Score -1841735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1841739.875000 Penalty: 3110.059082
	Iteration 31Q: 3 clusters Score -1841740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1841741.750000 Penalty: 3110.059082
	Iteration 32Q: 3 clusters Score -1841742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1841744.000000 Penalty: 3110.059082
	Iteration 33Q: 3 clusters Score -1841744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1841745.250000 Penalty: 3110.059082
	Iteration 34Q: 3 clusters Score -1841745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1841745.625000 Penalty: 3110.059082
	Iteration 35Q: 3 clusters Score -1841746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1841749.000000 Penalty: 3110.059082
	Iteration 36Q: 3 clusters Score -1841749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1841748.000000 Penalty: 3110.059082
	Iteration 37Q: 3 clusters Score -1841748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1841749.750000 Penalty: 3110.059082
	Iteration 38Q: 3 clusters Score -1841750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1841750.125000 Penalty: 3110.059082
	Iteration 39Q: 3 clusters Score -1841750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1841752.875000 Penalty: 3110.059082
	Iteration 40F: 3 clusters Score -1841753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1841754.750000 Penalty: 3110.059082
	Iteration 41Q: 3 clusters Score -1841755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1841755.875000 Penalty: 3110.059082
	Iteration 42Q: 3 clusters Score -1841756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1841754.875000 Penalty: 3110.059082
	Iteration 43Q: 3 clusters Score -1841755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1841756.500000 Penalty: 3110.059082
	Iteration 44Q: 3 clusters Score -1841756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1841759.625000 Penalty: 3110.059082
	Iteration 45Q: 3 clusters Score -1841760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1841759.125000 Penalty: 3110.059082
	Iteration 46Q: 3 clusters Score -1841759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1841758.500000 Penalty: 3110.059082
	Iteration 47Q: 3 clusters Score -1841758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1841757.125000 Penalty: 3110.059082
	Iteration 48Q: 3 clusters Score -1841757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1841757.125000 Penalty: 3110.059082
	Iteration 49F: 3 clusters Score -1841757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 12786 members 
Entering Unmasked Estep 
Score: -85874080.000000 Penalty: 67515.968750
Splitting cluster 17 changes total score from -85787344.000000 to -85874080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -53698.382812 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -53698.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52797.882812 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -52797.88 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -55074.753906 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -55074.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -56068.097656 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -56068.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -56451.132812 Penalty: 2200.133545
	Iteration 3Q: 3 clusters Score -56451.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -56775.855469 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -56775.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57012.015625 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -57012.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -57094.839844 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -57094.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57166.265625 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -57166.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57208.558594 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -57208.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57262.488281 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -57262.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57377.246094 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -57377.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57451.933594 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -57451.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -57510.343750 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -57510.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -57541.816406 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -57541.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -57571.523438 Penalty: 2200.133545
	Iteration 14Q: 3 clusters Score -57571.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -57623.960938 Penalty: 2200.133545
	Iteration 15Q: 3 clusters Score -57623.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57659.242188 Penalty: 2200.133545
	Iteration 16Q: 3 clusters Score -57659.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57672.929688 Penalty: 2200.133545
	Iteration 17Q: 3 clusters Score -57672.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -57680.886719 Penalty: 2200.133545
	Iteration 18Q: 3 clusters Score -57680.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57698.125000 Penalty: 2200.133545
	Iteration 19Q: 3 clusters Score -57698.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57741.878906 Penalty: 2200.133545
	Iteration 20F: 3 clusters Score -57741.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57800.371094 Penalty: 2200.133545
	Iteration 21Q: 3 clusters Score -57800.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57804.558594 Penalty: 2200.133545
	Iteration 22Q: 3 clusters Score -57804.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57804.558594 Penalty: 2200.133545
	Iteration 23F: 3 clusters Score -57804.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 12786 members 
Mstep: Class 32 contains 472 members 
Entering Unmasked Estep 
Score: -85877120.000000 Penalty: 69693.906250
Splitting cluster 19 changes total score from -85787344.000000 to -85877120.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -236245.000000 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -236245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234893.015625 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -234893 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -239881.546875 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -239881.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -242228.875000 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -242228.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242434.937500 Penalty: 2430.955811
	Iteration 3Q: 3 clusters Score -242434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -242471.375000 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -242471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -242484.984375 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -242485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -242490.625000 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -242490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -242490.625000 Penalty: 2430.955811
	Iteration 7F: 3 clusters Score -242490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 12786 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 1274 members 
Entering Unmasked Estep 
Score: -85882464.000000 Penalty: 71871.835938
Splitting cluster 20 changes total score from -85787344.000000 to -85882464.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -711337.187500 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -711337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -707093.625000 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -707093.6 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -708328.937500 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -708328.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -708632.562500 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -708632.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -709006.375000 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -709006.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -709469.812500 Penalty: 2798.708984
	Iteration 4F: 3 clusters Score -709469.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -709909.000000 Penalty: 2798.708984
	Iteration 5F: 3 clusters Score -709909 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -710233.312500 Penalty: 2798.708984
	Iteration 6F: 3 clusters Score -710233.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -710446.812500 Penalty: 2798.708984
	Iteration 7F: 3 clusters Score -710446.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -710556.000000 Penalty: 2798.708984
	Iteration 8Q: 3 clusters Score -710556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -710613.187500 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -710613.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -710644.625000 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -710644.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -710674.000000 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -710674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -710692.625000 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -710692.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -710710.937500 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -710710.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -710724.062500 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -710724.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -710730.250000 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -710730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -710735.937500 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -710735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -710738.875000 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -710738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -710744.562500 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -710744.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -710746.500000 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -710746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -710750.437500 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -710750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -710752.187500 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -710752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -710753.562500 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -710753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -710757.500000 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -710757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -710759.125000 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -710759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -710758.625000 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -710758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -710758.625000 Penalty: 2798.708984
	Iteration 26F: 3 clusters Score -710758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Entering Unmasked Estep 
Score: -1959283.375000 Penalty: 1565.105103
	Iteration 0F: 2 clusters Score -1959283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1948878.125000 Penalty: 3130.210205
	Iteration 0F: 3 clusters Score -1948878 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1953192.125000 Penalty: 3130.210205
	Iteration 1F: 3 clusters Score -1953192 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1954464.875000 Penalty: 3130.210205
	Iteration 2F: 3 clusters Score -1954465 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1955859.875000 Penalty: 3130.210205
	Iteration 3F: 3 clusters Score -1955860 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1956970.625000 Penalty: 3130.210205
	Iteration 4F: 3 clusters Score -1956971 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1957797.250000 Penalty: 3130.210205
	Iteration 5F: 3 clusters Score -1957797 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1958399.625000 Penalty: 3130.210205
	Iteration 6F: 3 clusters Score -1958400 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1958819.625000 Penalty: 3130.210205
	Iteration 7Q: 3 clusters Score -1958820 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1959126.875000 Penalty: 3130.210205
	Iteration 8Q: 3 clusters Score -1959127 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1959413.000000 Penalty: 3130.210205
	Iteration 9Q: 3 clusters Score -1959413 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1959668.500000 Penalty: 3130.210205
	Iteration 10Q: 3 clusters Score -1959668 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1959871.500000 Penalty: 3130.210205
	Iteration 11Q: 3 clusters Score -1959872 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1960042.000000 Penalty: 3130.210205
	Iteration 12Q: 3 clusters Score -1960042 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1960134.000000 Penalty: 3130.210205
	Iteration 13Q: 3 clusters Score -1960134 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1960202.625000 Penalty: 3130.210205
	Iteration 14Q: 3 clusters Score -1960203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1960238.750000 Penalty: 3130.210205
	Iteration 15Q: 3 clusters Score -1960239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1960262.875000 Penalty: 3130.210205
	Iteration 16Q: 3 clusters Score -1960263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1960276.625000 Penalty: 3130.210205
	Iteration 17Q: 3 clusters Score -1960277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1960284.125000 Penalty: 3130.210205
	Iteration 18Q: 3 clusters Score -1960284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1960292.250000 Penalty: 3130.210205
	Iteration 19Q: 3 clusters Score -1960292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1960297.375000 Penalty: 3130.210205
	Iteration 20F: 3 clusters Score -1960297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1960303.125000 Penalty: 3130.210205
	Iteration 21Q: 3 clusters Score -1960303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1960306.875000 Penalty: 3130.210205
	Iteration 22Q: 3 clusters Score -1960307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1960306.375000 Penalty: 3130.210205
	Iteration 23Q: 3 clusters Score -1960306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1960311.125000 Penalty: 3130.210205
	Iteration 24Q: 3 clusters Score -1960311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1960311.625000 Penalty: 3130.210205
	Iteration 25Q: 3 clusters Score -1960312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1960312.000000 Penalty: 3130.210205
	Iteration 26Q: 3 clusters Score -1960312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1960309.250000 Penalty: 3130.210205
	Iteration 27Q: 3 clusters Score -1960309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1960310.375000 Penalty: 3130.210205
	Iteration 28Q: 3 clusters Score -1960310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1960310.875000 Penalty: 3130.210205
	Iteration 29Q: 3 clusters Score -1960311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1960310.875000 Penalty: 3130.210205
	Iteration 30F: 3 clusters Score -1960311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 14010 members 
Mstep: Class 23 contains 18972 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 12786 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 1274 members 
Mstep: Class 34 contains 1226 members 
Entering Unmasked Estep 
Score: -85882744.000000 Penalty: 74049.773438
Splitting cluster 22 changes total score from -85787344.000000 to -85882744.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (18972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Entering Unmasked Estep 
Score: -3052520.750000 Penalty: 1600.741943
	Iteration 0F: 2 clusters Score -3052521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3039740.000000 Penalty: 3201.483887
	Iteration 0F: 3 clusters Score -3039740 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3045145.500000 Penalty: 3201.483887
	Iteration 1F: 3 clusters Score -3045146 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3047424.750000 Penalty: 3201.483887
	Iteration 2F: 3 clusters Score -3047425 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3050576.750000 Penalty: 3201.483887
	Iteration 3F: 3 clusters Score -3050577 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3053083.000000 Penalty: 3201.483887
	Iteration 4F: 3 clusters Score -3053083 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3054534.500000 Penalty: 3201.483887
	Iteration 5F: 3 clusters Score -3054534 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3055128.500000 Penalty: 3201.483887
	Iteration 6F: 3 clusters Score -3055128 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3055397.250000 Penalty: 3201.483887
	Iteration 7Q: 3 clusters Score -3055397 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3055550.000000 Penalty: 3201.483887
	Iteration 8Q: 3 clusters Score -3055550 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3055632.500000 Penalty: 3201.483887
	Iteration 9Q: 3 clusters Score -3055632 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3055720.000000 Penalty: 3201.483887
	Iteration 10Q: 3 clusters Score -3055720 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3055791.750000 Penalty: 3201.483887
	Iteration 11Q: 3 clusters Score -3055792 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3055889.000000 Penalty: 3201.483887
	Iteration 12Q: 3 clusters Score -3055889 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3055993.750000 Penalty: 3201.483887
	Iteration 13Q: 3 clusters Score -3055994 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3056082.750000 Penalty: 3201.483887
	Iteration 14Q: 3 clusters Score -3056083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3056171.750000 Penalty: 3201.483887
	Iteration 15Q: 3 clusters Score -3056172 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3056266.000000 Penalty: 3201.483887
	Iteration 16Q: 3 clusters Score -3056266 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3056349.250000 Penalty: 3201.483887
	Iteration 17Q: 3 clusters Score -3056349 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3056429.750000 Penalty: 3201.483887
	Iteration 18Q: 3 clusters Score -3056430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3056521.750000 Penalty: 3201.483887
	Iteration 19Q: 3 clusters Score -3056522 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3056595.250000 Penalty: 3201.483887
	Iteration 20F: 3 clusters Score -3056595 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3056641.250000 Penalty: 3201.483887
	Iteration 21Q: 3 clusters Score -3056641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3056698.000000 Penalty: 3201.483887
	Iteration 22Q: 3 clusters Score -3056698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3056725.750000 Penalty: 3201.483887
	Iteration 23Q: 3 clusters Score -3056726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3056741.500000 Penalty: 3201.483887
	Iteration 24Q: 3 clusters Score -3056742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3056755.750000 Penalty: 3201.483887
	Iteration 25Q: 3 clusters Score -3056756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3056801.000000 Penalty: 3201.483887
	Iteration 26Q: 3 clusters Score -3056801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3056798.750000 Penalty: 3201.483887
	Iteration 27Q: 3 clusters Score -3056799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3056800.250000 Penalty: 3201.483887
	Iteration 28Q: 3 clusters Score -3056800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3056809.250000 Penalty: 3201.483887
	Iteration 29Q: 3 clusters Score -3056809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3056810.000000 Penalty: 3201.483887
	Iteration 30Q: 3 clusters Score -3056810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3056810.750000 Penalty: 3201.483887
	Iteration 31Q: 3 clusters Score -3056811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3056814.750000 Penalty: 3201.483887
	Iteration 32Q: 3 clusters Score -3056815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3056821.500000 Penalty: 3201.483887
	Iteration 33Q: 3 clusters Score -3056822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3056809.750000 Penalty: 3201.483887
	Iteration 34Q: 3 clusters Score -3056810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3056812.500000 Penalty: 3201.483887
	Iteration 35Q: 3 clusters Score -3056812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3056811.750000 Penalty: 3201.483887
	Iteration 36Q: 3 clusters Score -3056812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3056812.250000 Penalty: 3201.483887
	Iteration 37Q: 3 clusters Score -3056812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3056811.250000 Penalty: 3201.483887
	Iteration 38Q: 3 clusters Score -3056811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3056803.500000 Penalty: 3201.483887
	Iteration 39Q: 3 clusters Score -3056804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3056811.750000 Penalty: 3201.483887
	Iteration 40F: 3 clusters Score -3056812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3056814.000000 Penalty: 3201.483887
	Iteration 41Q: 3 clusters Score -3056814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3056821.500000 Penalty: 3201.483887
	Iteration 42Q: 3 clusters Score -3056822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3056821.000000 Penalty: 3201.483887
	Iteration 43Q: 3 clusters Score -3056821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3056820.750000 Penalty: 3201.483887
	Iteration 44Q: 3 clusters Score -3056821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3056817.000000 Penalty: 3201.483887
	Iteration 45Q: 3 clusters Score -3056817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3056815.500000 Penalty: 3201.483887
	Iteration 46Q: 3 clusters Score -3056816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3056816.500000 Penalty: 3201.483887
	Iteration 47Q: 3 clusters Score -3056816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3056818.000000 Penalty: 3201.483887
	Iteration 48Q: 3 clusters Score -3056818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3056818.000000 Penalty: 3201.483887
	Iteration 49F: 3 clusters Score -3056818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 14010 members 
Mstep: Class 23 contains 16145 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 76644 members 
Mstep: Class 29 contains 60842 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 12786 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 1274 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 2827 members 
Entering Unmasked Estep 
Score: -85886552.000000 Penalty: 76227.703125
Splitting cluster 23 changes total score from -85787344.000000 to -85886552.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 69081 members 
Mstep: Class 10 contains 43961 members 
Mstep: Class 11 contains 97880 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 14010 members 
Mstep: Class 23 contains 16145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85909760.000000 Penalty: 76227.703125
Iteration 39Q: 36 clusters Score -8.590976e+07 nChanged 35353
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58106 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 53481 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 70397 members 
Mstep: Class 10 contains 46647 members 
Mstep: Class 11 contains 95138 members 
Mstep: Class 12 contains 23350 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 61249 members 
Mstep: Class 16 contains 591 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 10421 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 14748 members 
Mstep: Class 23 contains 16142 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 422 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 45979 members 
Mstep: Class 28 contains 71280 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 558 members 
Mstep: Class 31 contains 12099 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 1230 members 
Mstep: Class 35 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931832.000000 Penalty: 76227.703125
Iteration 40F: 36 clusters Score -8.593183e+07 nChanged 30570
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 55567 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 51962 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 936 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 72299 members 
Mstep: Class 10 contains 47779 members 
Mstep: Class 11 contains 89568 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 64238 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 10768 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 14917 members 
Mstep: Class 23 contains 16200 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 436 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 72639 members 
Mstep: Class 29 contains 60725 members 
Mstep: Class 30 contains 577 members 
Mstep: Class 31 contains 11996 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 1243 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937136.000000 Penalty: 76227.703125
Iteration 41Q: 36 clusters Score -8.593714e+07 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 53686 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 50924 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 73872 members 
Mstep: Class 10 contains 49437 members 
Mstep: Class 11 contains 84380 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 66213 members 
Mstep: Class 16 contains 582 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 5187 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 16262 members 
Mstep: Class 24 contains 738 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 46808 members 
Mstep: Class 28 contains 73488 members 
Mstep: Class 29 contains 62011 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 11832 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 1273 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941400.000000 Penalty: 76227.703125
Iteration 42Q: 36 clusters Score -8.59414e+07 nChanged 16556
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 51880 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 50133 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 75150 members 
Mstep: Class 10 contains 51127 members 
Mstep: Class 11 contains 80506 members 
Mstep: Class 12 contains 23834 members 
Mstep: Class 13 contains 337 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67798 members 
Mstep: Class 16 contains 582 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 398 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 22 contains 15220 members 
Mstep: Class 23 contains 16327 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 444 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 46909 members 
Mstep: Class 28 contains 73790 members 
Mstep: Class 29 contains 63174 members 
Mstep: Class 30 contains 577 members 
Mstep: Class 31 contains 11642 members 
Mstep: Class 32 contains 482 members 
Mstep: Class 33 contains 1286 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943840.000000 Penalty: 76227.703125
Iteration 43Q: 36 clusters Score -8.594384e+07 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50002 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 49568 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 8 contains 581 members 
Mstep: Class 9 contains 76290 members 
Mstep: Class 10 contains 52715 members 
Mstep: Class 11 contains 77559 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 343 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 69096 members 
Mstep: Class 16 contains 580 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 396 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 5064 members 
Mstep: Class 22 contains 15372 members 
Mstep: Class 23 contains 16392 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 46873 members 
Mstep: Class 28 contains 73876 members 
Mstep: Class 29 contains 64174 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 11444 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85946080.000000 Penalty: 76227.703125
Iteration 44Q: 36 clusters Score -8.594608e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 48057 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 49195 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 77316 members 
Mstep: Class 10 contains 54188 members 
Mstep: Class 11 contains 75387 members 
Mstep: Class 12 contains 23931 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 70083 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 396 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 15542 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 46760 members 
Mstep: Class 28 contains 73928 members 
Mstep: Class 29 contains 64959 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 11274 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 1349 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948384.000000 Penalty: 76227.703125
Iteration 45Q: 36 clusters Score -8.594838e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 46299 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 78177 members 
Mstep: Class 10 contains 55631 members 
Mstep: Class 11 contains 73639 members 
Mstep: Class 12 contains 23929 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 70876 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 15681 members 
Mstep: Class 23 contains 16533 members 
Mstep: Class 24 contains 725 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 46615 members 
Mstep: Class 28 contains 73937 members 
Mstep: Class 29 contains 65578 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 11121 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949272.000000 Penalty: 76227.703125
Iteration 46Q: 36 clusters Score -8.594927e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 44720 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 48651 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 78962 members 
Mstep: Class 10 contains 57108 members 
Mstep: Class 11 contains 72325 members 
Mstep: Class 12 contains 23908 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 71461 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 12088 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 5033 members 
Mstep: Class 22 contains 15808 members 
Mstep: Class 23 contains 16588 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 46385 members 
Mstep: Class 28 contains 73798 members 
Mstep: Class 29 contains 66047 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 10994 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 1411 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950704.000000 Penalty: 76227.703125
Iteration 47Q: 36 clusters Score -8.59507e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43364 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 48492 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 577 members 
Mstep: Class 9 contains 79515 members 
Mstep: Class 10 contains 58545 members 
Mstep: Class 11 contains 71284 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 71991 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 12229 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 22 contains 15913 members 
Mstep: Class 23 contains 16631 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 445 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 46142 members 
Mstep: Class 28 contains 73549 members 
Mstep: Class 29 contains 66438 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10892 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1426 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952192.000000 Penalty: 76227.703125
Iteration 48Q: 36 clusters Score -8.595219e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42125 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 48353 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 79874 members 
Mstep: Class 10 contains 60051 members 
Mstep: Class 11 contains 70500 members 
Mstep: Class 12 contains 23779 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 72424 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 12329 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 5026 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 16667 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 45824 members 
Mstep: Class 28 contains 73340 members 
Mstep: Class 29 contains 66697 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10790 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1446 members 
Mstep: Class 34 contains 1420 members 
Mstep: Class 35 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952952.000000 Penalty: 76227.703125
Iteration 49Q: 36 clusters Score -8.595295e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 41001 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48281 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 79870 members 
Mstep: Class 10 contains 61772 members 
Mstep: Class 11 contains 69903 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 72765 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 12407 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 16194 members 
Mstep: Class 23 contains 16691 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 45537 members 
Mstep: Class 28 contains 73134 members 
Mstep: Class 29 contains 66854 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10691 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 2087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953592.000000 Penalty: 76227.703125
Iteration 50Q: 36 clusters Score -8.595359e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48224 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 79585 members 
Mstep: Class 10 contains 63691 members 
Mstep: Class 11 contains 69449 members 
Mstep: Class 12 contains 23569 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 73058 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 16314 members 
Mstep: Class 23 contains 16724 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 45150 members 
Mstep: Class 28 contains 72995 members 
Mstep: Class 29 contains 66914 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10607 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 1471 members 
Mstep: Class 35 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953992.000000 Penalty: 76227.703125
Iteration 51Q: 36 clusters Score -8.595399e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39114 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48170 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 78933 members 
Mstep: Class 10 contains 65784 members 
Mstep: Class 11 contains 69097 members 
Mstep: Class 12 contains 23520 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 73286 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 12537 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 5013 members 
Mstep: Class 22 contains 16417 members 
Mstep: Class 23 contains 16743 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 44746 members 
Mstep: Class 28 contains 72954 members 
Mstep: Class 29 contains 66882 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10538 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1492 members 
Mstep: Class 34 contains 1502 members 
Mstep: Class 35 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954176.000000 Penalty: 76227.703125
Iteration 52Q: 36 clusters Score -8.595418e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 38240 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48127 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 78155 members 
Mstep: Class 10 contains 68034 members 
Mstep: Class 11 contains 68814 members 
Mstep: Class 12 contains 23451 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 73453 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 16752 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44232 members 
Mstep: Class 28 contains 73090 members 
Mstep: Class 29 contains 66772 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10476 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 1525 members 
Mstep: Class 35 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954464.000000 Penalty: 76227.703125
Iteration 53Q: 36 clusters Score -8.595446e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 37349 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48089 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 77268 members 
Mstep: Class 10 contains 70296 members 
Mstep: Class 11 contains 68586 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 73598 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 12639 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 582 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 16623 members 
Mstep: Class 23 contains 16761 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 43716 members 
Mstep: Class 28 contains 73361 members 
Mstep: Class 29 contains 66582 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10415 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85954024.000000 Penalty: 76227.703125
Iteration 54Q: 36 clusters Score -8.595402e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 36492 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 48044 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 76117 members 
Mstep: Class 10 contains 72639 members 
Mstep: Class 11 contains 68413 members 
Mstep: Class 12 contains 23327 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 73724 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 16717 members 
Mstep: Class 23 contains 16771 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 43283 members 
Mstep: Class 28 contains 73764 members 
Mstep: Class 29 contains 66323 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 10372 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 1571 members 
Mstep: Class 35 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953872.000000 Penalty: 76227.703125
Iteration 55Q: 36 clusters Score -8.595387e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48001 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 74849 members 
Mstep: Class 10 contains 74981 members 
Mstep: Class 11 contains 68266 members 
Mstep: Class 12 contains 23261 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 73808 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 12707 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 16808 members 
Mstep: Class 23 contains 16778 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42872 members 
Mstep: Class 28 contains 74288 members 
Mstep: Class 29 contains 66018 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 10327 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1517 members 
Mstep: Class 34 contains 1586 members 
Mstep: Class 35 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953472.000000 Penalty: 76227.703125
Iteration 56Q: 36 clusters Score -8.595347e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47997 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 73430 members 
Mstep: Class 10 contains 77235 members 
Mstep: Class 11 contains 68171 members 
Mstep: Class 12 contains 23199 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 73862 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 16883 members 
Mstep: Class 23 contains 16787 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 74845 members 
Mstep: Class 29 contains 65721 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 10283 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1516 members 
Mstep: Class 34 contains 1611 members 
Mstep: Class 35 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953352.000000 Penalty: 76227.703125
Iteration 57Q: 36 clusters Score -8.595335e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 34140 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47983 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 71913 members 
Mstep: Class 10 contains 79466 members 
Mstep: Class 11 contains 68084 members 
Mstep: Class 12 contains 23120 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 73865 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 16791 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 447 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42349 members 
Mstep: Class 28 contains 75516 members 
Mstep: Class 29 contains 65442 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 10226 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952952.000000 Penalty: 76227.703125
Iteration 58Q: 36 clusters Score -8.595295e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33392 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47970 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 70376 members 
Mstep: Class 10 contains 81543 members 
Mstep: Class 11 contains 68024 members 
Mstep: Class 12 contains 23053 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 73897 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 12749 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 17051 members 
Mstep: Class 23 contains 16792 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 447 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42174 members 
Mstep: Class 28 contains 76250 members 
Mstep: Class 29 contains 65129 members 
Mstep: Class 30 contains 575 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 1660 members 
Mstep: Class 35 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952064.000000 Penalty: 76227.703125
Iteration 59Q: 36 clusters Score -8.595206e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 32630 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47943 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 577 members 
Mstep: Class 9 contains 69127 members 
Mstep: Class 10 contains 83146 members 
Mstep: Class 11 contains 67956 members 
Mstep: Class 12 contains 22967 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 73902 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 12751 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 17169 members 
Mstep: Class 23 contains 16801 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 447 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42155 members 
Mstep: Class 28 contains 77083 members 
Mstep: Class 29 contains 64811 members 
Mstep: Class 30 contains 574 members 
Mstep: Class 31 contains 10118 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 1530 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952112.000000 Penalty: 76227.703125
Iteration 60F: 36 clusters Score -8.595211e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 31724 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47942 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 68251 members 
Mstep: Class 10 contains 84372 members 
Mstep: Class 11 contains 67892 members 
Mstep: Class 12 contains 22859 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 73828 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 12756 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 17287 members 
Mstep: Class 23 contains 16813 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 42179 members 
Mstep: Class 28 contains 78083 members 
Mstep: Class 29 contains 64484 members 
Mstep: Class 30 contains 574 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1534 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85952424.000000 Penalty: 76227.703125
Iteration 61Q: 36 clusters Score -8.595242e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30909 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47939 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 67591 members 
Mstep: Class 10 contains 85202 members 
Mstep: Class 11 contains 67880 members 
Mstep: Class 12 contains 22761 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 73647 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 12763 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 17409 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 426 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 42263 members 
Mstep: Class 28 contains 79138 members 
Mstep: Class 29 contains 64174 members 
Mstep: Class 30 contains 575 members 
Mstep: Class 31 contains 10023 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 1535 members 
Mstep: Class 34 contains 1725 members 
Mstep: Class 35 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951736.000000 Penalty: 76227.703125
Iteration 62Q: 36 clusters Score -8.595174e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30238 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 47958 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 67022 members 
Mstep: Class 10 contains 85684 members 
Mstep: Class 11 contains 67914 members 
Mstep: Class 12 contains 22665 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 73498 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 17520 members 
Mstep: Class 23 contains 16829 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 42411 members 
Mstep: Class 28 contains 80214 members 
Mstep: Class 29 contains 63793 members 
Mstep: Class 30 contains 575 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1537 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85951312.000000 Penalty: 76227.703125
Iteration 63Q: 36 clusters Score -8.595131e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29728 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 47953 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 918 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 66455 members 
Mstep: Class 10 contains 85934 members 
Mstep: Class 11 contains 67991 members 
Mstep: Class 12 contains 22555 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 73319 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 17598 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 42647 members 
Mstep: Class 28 contains 81301 members 
Mstep: Class 29 contains 63437 members 
Mstep: Class 30 contains 572 members 
Mstep: Class 31 contains 9938 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1539 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950840.000000 Penalty: 76227.703125
Iteration 64Q: 36 clusters Score -8.595084e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29326 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 47987 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 920 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 65924 members 
Mstep: Class 10 contains 85832 members 
Mstep: Class 11 contains 68057 members 
Mstep: Class 12 contains 22464 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 73245 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 12800 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 17686 members 
Mstep: Class 23 contains 16836 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 42994 members 
Mstep: Class 28 contains 82264 members 
Mstep: Class 29 contains 63144 members 
Mstep: Class 30 contains 571 members 
Mstep: Class 31 contains 9896 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1539 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950584.000000 Penalty: 76227.703125
Iteration 65Q: 36 clusters Score -8.595058e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 47986 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 65261 members 
Mstep: Class 10 contains 85501 members 
Mstep: Class 11 contains 68136 members 
Mstep: Class 12 contains 22356 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 73359 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 12804 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 17766 members 
Mstep: Class 23 contains 16842 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 43467 members 
Mstep: Class 28 contains 83241 members 
Mstep: Class 29 contains 62770 members 
Mstep: Class 30 contains 571 members 
Mstep: Class 31 contains 9868 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1539 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85950032.000000 Penalty: 76227.703125
Iteration 66Q: 36 clusters Score -8.595003e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28944 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 48008 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 64450 members 
Mstep: Class 10 contains 85102 members 
Mstep: Class 11 contains 68208 members 
Mstep: Class 12 contains 22235 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 73613 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 12810 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 17838 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 43962 members 
Mstep: Class 28 contains 84180 members 
Mstep: Class 29 contains 62372 members 
Mstep: Class 30 contains 569 members 
Mstep: Class 31 contains 9841 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1540 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949512.000000 Penalty: 76227.703125
Iteration 67Q: 36 clusters Score -8.594951e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 48039 members 
Mstep: Class 6 contains 1095 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 9 contains 63610 members 
Mstep: Class 10 contains 84632 members 
Mstep: Class 11 contains 68300 members 
Mstep: Class 12 contains 22112 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 73895 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 615 members 
Mstep: Class 27 contains 44488 members 
Mstep: Class 28 contains 85076 members 
Mstep: Class 29 contains 61990 members 
Mstep: Class 30 contains 567 members 
Mstep: Class 31 contains 9808 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1542 members 
Mstep: Class 34 contains 1847 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949328.000000 Penalty: 76227.703125
Iteration 68Q: 36 clusters Score -8.594933e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28882 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48055 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 62827 members 
Mstep: Class 10 contains 84149 members 
Mstep: Class 11 contains 68364 members 
Mstep: Class 12 contains 22043 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 74201 members 
Mstep: Class 16 contains 580 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 12805 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 616 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 85895 members 
Mstep: Class 29 contains 61686 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1865 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85949120.000000 Penalty: 76227.703125
Iteration 69Q: 36 clusters Score -8.594912e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28882 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48051 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 61983 members 
Mstep: Class 10 contains 83609 members 
Mstep: Class 11 contains 68399 members 
Mstep: Class 12 contains 22007 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 74615 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 12812 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 725 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 45384 members 
Mstep: Class 28 contains 86653 members 
Mstep: Class 29 contains 61439 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 9748 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1880 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948656.000000 Penalty: 76227.703125
Iteration 70Q: 36 clusters Score -8.594866e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48028 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 61163 members 
Mstep: Class 10 contains 83079 members 
Mstep: Class 11 contains 68444 members 
Mstep: Class 12 contains 21964 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 75161 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 45771 members 
Mstep: Class 28 contains 87283 members 
Mstep: Class 29 contains 61204 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 9728 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948424.000000 Penalty: 76227.703125
Iteration 71Q: 36 clusters Score -8.594842e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28963 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48025 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 60357 members 
Mstep: Class 10 contains 82559 members 
Mstep: Class 11 contains 68458 members 
Mstep: Class 12 contains 21925 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 75810 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 12811 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18015 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 46106 members 
Mstep: Class 28 contains 87853 members 
Mstep: Class 29 contains 60892 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1905 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948608.000000 Penalty: 76227.703125
Iteration 72Q: 36 clusters Score -8.594861e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29080 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48029 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 59517 members 
Mstep: Class 10 contains 82147 members 
Mstep: Class 11 contains 68454 members 
Mstep: Class 12 contains 21868 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 76467 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 12815 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18039 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 46441 members 
Mstep: Class 28 contains 88348 members 
Mstep: Class 29 contains 60575 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 9697 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948784.000000 Penalty: 76227.703125
Iteration 73Q: 36 clusters Score -8.594878e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29182 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48039 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 58691 members 
Mstep: Class 10 contains 81822 members 
Mstep: Class 11 contains 68454 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 77136 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 12818 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 18066 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 46710 members 
Mstep: Class 28 contains 88798 members 
Mstep: Class 29 contains 60243 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 9685 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948624.000000 Penalty: 76227.703125
Iteration 74Q: 36 clusters Score -8.594862e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29331 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48042 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 57879 members 
Mstep: Class 10 contains 81513 members 
Mstep: Class 11 contains 68449 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 77774 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 18097 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 46934 members 
Mstep: Class 28 contains 89262 members 
Mstep: Class 29 contains 59874 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 9670 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1950 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948424.000000 Penalty: 76227.703125
Iteration 75Q: 36 clusters Score -8.594842e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29467 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48038 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 57046 members 
Mstep: Class 10 contains 81253 members 
Mstep: Class 11 contains 68468 members 
Mstep: Class 12 contains 21801 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 78418 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 12824 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 16846 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 422 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47170 members 
Mstep: Class 28 contains 89729 members 
Mstep: Class 29 contains 59462 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 9654 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1963 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85948256.000000 Penalty: 76227.703125
Iteration 76Q: 36 clusters Score -8.594826e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 29570 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 56217 members 
Mstep: Class 10 contains 81113 members 
Mstep: Class 11 contains 68490 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 79028 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 12823 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 18143 members 
Mstep: Class 23 contains 16847 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47317 members 
Mstep: Class 28 contains 90189 members 
Mstep: Class 29 contains 59050 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 9641 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947960.000000 Penalty: 76227.703125
Iteration 77Q: 36 clusters Score -8.594796e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 29675 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 48046 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 55458 members 
Mstep: Class 10 contains 81000 members 
Mstep: Class 11 contains 68515 members 
Mstep: Class 12 contains 21762 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 79598 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 12822 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4999 members 
Mstep: Class 22 contains 18189 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47447 members 
Mstep: Class 28 contains 90558 members 
Mstep: Class 29 contains 58692 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 9630 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2006 members 
Mstep: Class 35 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947728.000000 Penalty: 76227.703125
Iteration 78Q: 36 clusters Score -8.594773e+07 nChanged 4905
Entering ConstructFrom: 
Score: -85947728.000000 Penalty: 76227.703125
Entering ConstructFrom: 
Trying to split cluster 1 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -249492.453125 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -249492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -247361.078125 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -247361.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247939.328125 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -247939.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -248116.375000 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -248116.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248217.031250 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -248217 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -248283.156250 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -248283.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -248340.531250 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -248340.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -248406.546875 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -248406.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -248472.125000 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -248472.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -248514.765625 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -248514.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -248544.875000 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -248544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -248562.046875 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -248562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -248579.265625 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -248579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -248596.437500 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -248596.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -248612.328125 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -248612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -248622.828125 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -248622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -248630.343750 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -248630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -248639.062500 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -248639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -248648.046875 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -248648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -248653.734375 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -248653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -248659.156250 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -248659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -248662.765625 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -248662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -248668.515625 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -248668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -248670.625000 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -248670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -248672.734375 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -248672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -248674.593750 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -248674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -248676.421875 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -248676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -248680.078125 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -248680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -248683.375000 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -248683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -248686.578125 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -248686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -248691.750000 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -248691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -248697.718750 Penalty: 2483.820312
	Iteration 30Q: 3 clusters Score -248697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -248698.671875 Penalty: 2483.820312
	Iteration 31Q: 3 clusters Score -248698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -248698.796875 Penalty: 2483.820312
	Iteration 32Q: 3 clusters Score -248698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -248698.796875 Penalty: 2483.820312
	Iteration 33F: 3 clusters Score -248698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Entering Unmasked Estep 
Score: -3976213.250000 Penalty: 1674.052368
	Iteration 0F: 2 clusters Score -3976213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3956163.750000 Penalty: 3348.104736
	Iteration 0F: 3 clusters Score -3956164 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3964200.250000 Penalty: 3348.104736
	Iteration 1F: 3 clusters Score -3964200 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3965029.500000 Penalty: 3348.104736
	Iteration 2F: 3 clusters Score -3965030 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3965960.500000 Penalty: 3348.104736
	Iteration 3F: 3 clusters Score -3965960 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3967149.000000 Penalty: 3348.104736
	Iteration 4F: 3 clusters Score -3967149 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3968520.750000 Penalty: 3348.104736
	Iteration 5F: 3 clusters Score -3968521 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3969853.750000 Penalty: 3348.104736
	Iteration 6F: 3 clusters Score -3969854 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3970798.750000 Penalty: 3348.104736
	Iteration 7F: 3 clusters Score -3970799 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3971312.500000 Penalty: 3348.104736
	Iteration 8Q: 3 clusters Score -3971312 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3971607.750000 Penalty: 3348.104736
	Iteration 9Q: 3 clusters Score -3971608 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3971794.500000 Penalty: 3348.104736
	Iteration 10Q: 3 clusters Score -3971794 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3971938.750000 Penalty: 3348.104736
	Iteration 11Q: 3 clusters Score -3971939 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3972089.500000 Penalty: 3348.104736
	Iteration 12Q: 3 clusters Score -3972090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3972246.000000 Penalty: 3348.104736
	Iteration 13Q: 3 clusters Score -3972246 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3972417.000000 Penalty: 3348.104736
	Iteration 14Q: 3 clusters Score -3972417 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3972568.750000 Penalty: 3348.104736
	Iteration 15Q: 3 clusters Score -3972569 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3972718.500000 Penalty: 3348.104736
	Iteration 16Q: 3 clusters Score -3972718 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3972833.500000 Penalty: 3348.104736
	Iteration 17Q: 3 clusters Score -3972834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3972957.750000 Penalty: 3348.104736
	Iteration 18Q: 3 clusters Score -3972958 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3973051.750000 Penalty: 3348.104736
	Iteration 19Q: 3 clusters Score -3973052 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3973141.750000 Penalty: 3348.104736
	Iteration 20F: 3 clusters Score -3973142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3973223.000000 Penalty: 3348.104736
	Iteration 21Q: 3 clusters Score -3973223 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3973331.500000 Penalty: 3348.104736
	Iteration 22Q: 3 clusters Score -3973332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3973423.000000 Penalty: 3348.104736
	Iteration 23Q: 3 clusters Score -3973423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3973485.500000 Penalty: 3348.104736
	Iteration 24Q: 3 clusters Score -3973486 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3973566.250000 Penalty: 3348.104736
	Iteration 25Q: 3 clusters Score -3973566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3973607.000000 Penalty: 3348.104736
	Iteration 26Q: 3 clusters Score -3973607 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3973653.000000 Penalty: 3348.104736
	Iteration 27Q: 3 clusters Score -3973653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3973698.750000 Penalty: 3348.104736
	Iteration 28Q: 3 clusters Score -3973699 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3973734.000000 Penalty: 3348.104736
	Iteration 29Q: 3 clusters Score -3973734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3973774.750000 Penalty: 3348.104736
	Iteration 30Q: 3 clusters Score -3973775 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3973808.500000 Penalty: 3348.104736
	Iteration 31Q: 3 clusters Score -3973808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3973835.500000 Penalty: 3348.104736
	Iteration 32Q: 3 clusters Score -3973836 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3973869.000000 Penalty: 3348.104736
	Iteration 33Q: 3 clusters Score -3973869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3973897.750000 Penalty: 3348.104736
	Iteration 34Q: 3 clusters Score -3973898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3973907.750000 Penalty: 3348.104736
	Iteration 35Q: 3 clusters Score -3973908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3973938.250000 Penalty: 3348.104736
	Iteration 36Q: 3 clusters Score -3973938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3973959.750000 Penalty: 3348.104736
	Iteration 37Q: 3 clusters Score -3973960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3973997.750000 Penalty: 3348.104736
	Iteration 38Q: 3 clusters Score -3973998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3974021.250000 Penalty: 3348.104736
	Iteration 39Q: 3 clusters Score -3974021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3974046.000000 Penalty: 3348.104736
	Iteration 40F: 3 clusters Score -3974046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3974070.750000 Penalty: 3348.104736
	Iteration 41Q: 3 clusters Score -3974071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3974092.750000 Penalty: 3348.104736
	Iteration 42Q: 3 clusters Score -3974093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3974127.500000 Penalty: 3348.104736
	Iteration 43Q: 3 clusters Score -3974128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3974146.250000 Penalty: 3348.104736
	Iteration 44Q: 3 clusters Score -3974146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3974158.000000 Penalty: 3348.104736
	Iteration 45Q: 3 clusters Score -3974158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3974171.750000 Penalty: 3348.104736
	Iteration 46Q: 3 clusters Score -3974172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3974200.750000 Penalty: 3348.104736
	Iteration 47Q: 3 clusters Score -3974201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3974216.750000 Penalty: 3348.104736
	Iteration 48Q: 3 clusters Score -3974217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3974245.500000 Penalty: 3348.104736
	Iteration 49Q: 3 clusters Score -3974246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3974260.000000 Penalty: 3348.104736
	Iteration 50Q: 3 clusters Score -3974260 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3974288.250000 Penalty: 3348.104736
	Iteration 51Q: 3 clusters Score -3974288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3974310.500000 Penalty: 3348.104736
	Iteration 52Q: 3 clusters Score -3974310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3974318.750000 Penalty: 3348.104736
	Iteration 53Q: 3 clusters Score -3974319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3974333.250000 Penalty: 3348.104736
	Iteration 54Q: 3 clusters Score -3974333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3974353.250000 Penalty: 3348.104736
	Iteration 55Q: 3 clusters Score -3974353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3974361.250000 Penalty: 3348.104736
	Iteration 56Q: 3 clusters Score -3974361 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3974389.750000 Penalty: 3348.104736
	Iteration 57Q: 3 clusters Score -3974390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3974397.750000 Penalty: 3348.104736
	Iteration 58Q: 3 clusters Score -3974398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3974410.000000 Penalty: 3348.104736
	Iteration 59Q: 3 clusters Score -3974410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3974429.250000 Penalty: 3348.104736
	Iteration 60F: 3 clusters Score -3974429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3974431.000000 Penalty: 3348.104736
	Iteration 61Q: 3 clusters Score -3974431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3974434.250000 Penalty: 3348.104736
	Iteration 62Q: 3 clusters Score -3974434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3974438.750000 Penalty: 3348.104736
	Iteration 63Q: 3 clusters Score -3974439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3974454.250000 Penalty: 3348.104736
	Iteration 64Q: 3 clusters Score -3974454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3974457.500000 Penalty: 3348.104736
	Iteration 65Q: 3 clusters Score -3974458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3974456.250000 Penalty: 3348.104736
	Iteration 66Q: 3 clusters Score -3974456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3974460.750000 Penalty: 3348.104736
	Iteration 67Q: 3 clusters Score -3974461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3974468.250000 Penalty: 3348.104736
	Iteration 68Q: 3 clusters Score -3974468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3974478.000000 Penalty: 3348.104736
	Iteration 69Q: 3 clusters Score -3974478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3974479.250000 Penalty: 3348.104736
	Iteration 70Q: 3 clusters Score -3974479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3974477.750000 Penalty: 3348.104736
	Iteration 71Q: 3 clusters Score -3974478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3974490.500000 Penalty: 3348.104736
	Iteration 72Q: 3 clusters Score -3974490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3974493.750000 Penalty: 3348.104736
	Iteration 73Q: 3 clusters Score -3974494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3974504.000000 Penalty: 3348.104736
	Iteration 74Q: 3 clusters Score -3974504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3974508.000000 Penalty: 3348.104736
	Iteration 75Q: 3 clusters Score -3974508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3974517.250000 Penalty: 3348.104736
	Iteration 76Q: 3 clusters Score -3974517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3974522.000000 Penalty: 3348.104736
	Iteration 77Q: 3 clusters Score -3974522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3974531.750000 Penalty: 3348.104736
	Iteration 78Q: 3 clusters Score -3974532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3974530.500000 Penalty: 3348.104736
	Iteration 79Q: 3 clusters Score -3974530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3974530.250000 Penalty: 3348.104736
	Iteration 80F: 3 clusters Score -3974530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3974532.000000 Penalty: 3348.104736
	Iteration 81Q: 3 clusters Score -3974532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3974547.250000 Penalty: 3348.104736
	Iteration 82Q: 3 clusters Score -3974547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3974542.000000 Penalty: 3348.104736
	Iteration 83Q: 3 clusters Score -3974542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3974544.250000 Penalty: 3348.104736
	Iteration 84Q: 3 clusters Score -3974544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3974550.250000 Penalty: 3348.104736
	Iteration 85Q: 3 clusters Score -3974550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3974553.250000 Penalty: 3348.104736
	Iteration 86Q: 3 clusters Score -3974553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3974554.750000 Penalty: 3348.104736
	Iteration 87Q: 3 clusters Score -3974555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3974561.250000 Penalty: 3348.104736
	Iteration 88Q: 3 clusters Score -3974561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3974564.000000 Penalty: 3348.104736
	Iteration 89Q: 3 clusters Score -3974564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3974571.000000 Penalty: 3348.104736
	Iteration 90Q: 3 clusters Score -3974571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3974566.000000 Penalty: 3348.104736
	Iteration 91Q: 3 clusters Score -3974566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3974569.250000 Penalty: 3348.104736
	Iteration 92Q: 3 clusters Score -3974569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3974574.500000 Penalty: 3348.104736
	Iteration 93Q: 3 clusters Score -3974574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3974581.000000 Penalty: 3348.104736
	Iteration 94Q: 3 clusters Score -3974581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3974587.000000 Penalty: 3348.104736
	Iteration 95Q: 3 clusters Score -3974587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3974606.000000 Penalty: 3348.104736
	Iteration 96Q: 3 clusters Score -3974606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3974612.000000 Penalty: 3348.104736
	Iteration 97Q: 3 clusters Score -3974612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3974618.500000 Penalty: 3348.104736
	Iteration 98Q: 3 clusters Score -3974618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3974624.250000 Penalty: 3348.104736
	Iteration 99Q: 3 clusters Score -3974624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3974630.750000 Penalty: 3348.104736
	Iteration 100F: 3 clusters Score -3974631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3974635.000000 Penalty: 3348.104736
	Iteration 101Q: 3 clusters Score -3974635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3974639.250000 Penalty: 3348.104736
	Iteration 102Q: 3 clusters Score -3974639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3974638.000000 Penalty: 3348.104736
	Iteration 103Q: 3 clusters Score -3974638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3974649.250000 Penalty: 3348.104736
	Iteration 104Q: 3 clusters Score -3974649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3974651.500000 Penalty: 3348.104736
	Iteration 105Q: 3 clusters Score -3974652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3974651.500000 Penalty: 3348.104736
	Iteration 106Q: 3 clusters Score -3974652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3974655.000000 Penalty: 3348.104736
	Iteration 107Q: 3 clusters Score -3974655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3974656.500000 Penalty: 3348.104736
	Iteration 108Q: 3 clusters Score -3974656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3974659.500000 Penalty: 3348.104736
	Iteration 109Q: 3 clusters Score -3974660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3974659.250000 Penalty: 3348.104736
	Iteration 110Q: 3 clusters Score -3974659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3974666.750000 Penalty: 3348.104736
	Iteration 111Q: 3 clusters Score -3974667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3974666.000000 Penalty: 3348.104736
	Iteration 112Q: 3 clusters Score -3974666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3974669.000000 Penalty: 3348.104736
	Iteration 113Q: 3 clusters Score -3974669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3974671.500000 Penalty: 3348.104736
	Iteration 114Q: 3 clusters Score -3974672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3974681.250000 Penalty: 3348.104736
	Iteration 115Q: 3 clusters Score -3974681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3974683.250000 Penalty: 3348.104736
	Iteration 116Q: 3 clusters Score -3974683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3974685.000000 Penalty: 3348.104736
	Iteration 117Q: 3 clusters Score -3974685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3974688.250000 Penalty: 3348.104736
	Iteration 118Q: 3 clusters Score -3974688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3974688.250000 Penalty: 3348.104736
	Iteration 119Q: 3 clusters Score -3974688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3974689.250000 Penalty: 3348.104736
	Iteration 120F: 3 clusters Score -3974689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3974690.000000 Penalty: 3348.104736
	Iteration 121Q: 3 clusters Score -3974690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3974697.750000 Penalty: 3348.104736
	Iteration 122Q: 3 clusters Score -3974698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3974704.250000 Penalty: 3348.104736
	Iteration 123Q: 3 clusters Score -3974704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3974714.750000 Penalty: 3348.104736
	Iteration 124Q: 3 clusters Score -3974715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3974710.250000 Penalty: 3348.104736
	Iteration 125Q: 3 clusters Score -3974710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3974716.000000 Penalty: 3348.104736
	Iteration 126Q: 3 clusters Score -3974716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3974714.750000 Penalty: 3348.104736
	Iteration 127Q: 3 clusters Score -3974715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3974719.500000 Penalty: 3348.104736
	Iteration 128Q: 3 clusters Score -3974720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3974720.750000 Penalty: 3348.104736
	Iteration 129Q: 3 clusters Score -3974721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3974723.250000 Penalty: 3348.104736
	Iteration 130Q: 3 clusters Score -3974723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3974726.250000 Penalty: 3348.104736
	Iteration 131Q: 3 clusters Score -3974726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3974730.500000 Penalty: 3348.104736
	Iteration 132Q: 3 clusters Score -3974730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3974738.750000 Penalty: 3348.104736
	Iteration 133Q: 3 clusters Score -3974739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3974745.500000 Penalty: 3348.104736
	Iteration 134Q: 3 clusters Score -3974746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3974745.000000 Penalty: 3348.104736
	Iteration 135Q: 3 clusters Score -3974745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3974751.750000 Penalty: 3348.104736
	Iteration 136Q: 3 clusters Score -3974752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3974756.250000 Penalty: 3348.104736
	Iteration 137Q: 3 clusters Score -3974756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3974756.250000 Penalty: 3348.104736
	Iteration 138Q: 3 clusters Score -3974756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3974756.250000 Penalty: 3348.104736
	Iteration 139Q: 3 clusters Score -3974756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3974752.500000 Penalty: 3348.104736
	Iteration 140F: 3 clusters Score -3974752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -15854.114258 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -15854.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15149.192383 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -15149.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15272.856445 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -15272.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15349.256836 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -15349.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15411.983398 Penalty: 1814.636230
	Iteration 3F: 3 clusters Score -15411.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15443.044922 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -15443.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15455.115234 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -15455.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15458.186523 Penalty: 1814.636230
	Iteration 6Q: 3 clusters Score -15458.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15461.259766 Penalty: 1814.636230
	Iteration 7Q: 3 clusters Score -15461.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15461.259766 Penalty: 1814.636230
	Iteration 8F: 3 clusters Score -15461.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -52629.414062 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -52629.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51746.089844 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -51746.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51915.585938 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -51915.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52015.242188 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -52015.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52137.957031 Penalty: 1933.111450
	Iteration 3F: 3 clusters Score -52137.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52221.039062 Penalty: 1933.111450
	Iteration 4F: 3 clusters Score -52221.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52288.453125 Penalty: 1933.111450
	Iteration 5F: 3 clusters Score -52288.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52350.382812 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -52350.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52406.871094 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -52406.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52487.625000 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -52487.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52523.062500 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -52523.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52559.949219 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -52559.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52610.660156 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -52610.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52666.871094 Penalty: 1933.111450
	Iteration 12Q: 3 clusters Score -52666.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52698.734375 Penalty: 1933.111450
	Iteration 13Q: 3 clusters Score -52698.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52710.914062 Penalty: 1933.111450
	Iteration 14Q: 3 clusters Score -52710.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52752.609375 Penalty: 1933.111450
	Iteration 15F: 3 clusters Score -52752.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52906.769531 Penalty: 1933.111450
	Iteration 16Q: 3 clusters Score -52906.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52916.210938 Penalty: 1933.111450
	Iteration 17Q: 3 clusters Score -52916.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52919.558594 Penalty: 1933.111450
	Iteration 18Q: 3 clusters Score -52919.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52919.558594 Penalty: 1933.111450
	Iteration 19F: 3 clusters Score -52919.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 48049 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 68529 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 235 members 
Entering Unmasked Estep 
Score: -85946032.000000 Penalty: 78405.640625
Splitting cluster 4 changes total score from -85947728.000000 to -85946032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (48049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Entering Unmasked Estep 
Score: -6233627.500000 Penalty: 1751.746216
	Iteration 0F: 2 clusters Score -6233628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -6201580.000000 Penalty: 3503.492432
	Iteration 0F: 3 clusters Score -6201580 nChanged 22461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6214637.000000 Penalty: 3503.492432
	Iteration 1F: 3 clusters Score -6214637 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6215823.500000 Penalty: 3503.492432
	Iteration 2F: 3 clusters Score -6215824 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6217389.000000 Penalty: 3503.492432
	Iteration 3F: 3 clusters Score -6217389 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -6219540.500000 Penalty: 3503.492432
	Iteration 4F: 3 clusters Score -6219540 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -6222178.500000 Penalty: 3503.492432
	Iteration 5F: 3 clusters Score -6222178 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6225054.000000 Penalty: 3503.492432
	Iteration 6F: 3 clusters Score -6225054 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -6227293.000000 Penalty: 3503.492432
	Iteration 7F: 3 clusters Score -6227293 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -6229087.500000 Penalty: 3503.492432
	Iteration 8F: 3 clusters Score -6229088 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6230352.000000 Penalty: 3503.492432
	Iteration 9Q: 3 clusters Score -6230352 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6231509.000000 Penalty: 3503.492432
	Iteration 10Q: 3 clusters Score -6231509 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6232562.500000 Penalty: 3503.492432
	Iteration 11Q: 3 clusters Score -6232562 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6233590.500000 Penalty: 3503.492432
	Iteration 12Q: 3 clusters Score -6233590 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6234600.500000 Penalty: 3503.492432
	Iteration 13Q: 3 clusters Score -6234600 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -6235517.500000 Penalty: 3503.492432
	Iteration 14Q: 3 clusters Score -6235518 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -6236197.500000 Penalty: 3503.492432
	Iteration 15Q: 3 clusters Score -6236198 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -6236651.000000 Penalty: 3503.492432
	Iteration 16Q: 3 clusters Score -6236651 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -6236905.000000 Penalty: 3503.492432
	Iteration 17Q: 3 clusters Score -6236905 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6237033.000000 Penalty: 3503.492432
	Iteration 18Q: 3 clusters Score -6237033 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -6237110.000000 Penalty: 3503.492432
	Iteration 19Q: 3 clusters Score -6237110 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6237217.000000 Penalty: 3503.492432
	Iteration 20F: 3 clusters Score -6237217 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -6237239.500000 Penalty: 3503.492432
	Iteration 21Q: 3 clusters Score -6237240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -6237272.500000 Penalty: 3503.492432
	Iteration 22Q: 3 clusters Score -6237272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6237268.500000 Penalty: 3503.492432
	Iteration 23Q: 3 clusters Score -6237268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -6237270.000000 Penalty: 3503.492432
	Iteration 24Q: 3 clusters Score -6237270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6237299.000000 Penalty: 3503.492432
	Iteration 25Q: 3 clusters Score -6237299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -6237306.500000 Penalty: 3503.492432
	Iteration 26Q: 3 clusters Score -6237306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -6237311.000000 Penalty: 3503.492432
	Iteration 27Q: 3 clusters Score -6237311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6237310.500000 Penalty: 3503.492432
	Iteration 28Q: 3 clusters Score -6237310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -6237306.000000 Penalty: 3503.492432
	Iteration 29Q: 3 clusters Score -6237306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -6237316.000000 Penalty: 3503.492432
	Iteration 30Q: 3 clusters Score -6237316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6237318.500000 Penalty: 3503.492432
	Iteration 31Q: 3 clusters Score -6237318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -6237314.000000 Penalty: 3503.492432
	Iteration 32Q: 3 clusters Score -6237314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -6237317.000000 Penalty: 3503.492432
	Iteration 33Q: 3 clusters Score -6237317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6237322.000000 Penalty: 3503.492432
	Iteration 34Q: 3 clusters Score -6237322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -6237318.500000 Penalty: 3503.492432
	Iteration 35Q: 3 clusters Score -6237318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6237301.500000 Penalty: 3503.492432
	Iteration 36Q: 3 clusters Score -6237302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6237306.000000 Penalty: 3503.492432
	Iteration 37Q: 3 clusters Score -6237306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6237304.500000 Penalty: 3503.492432
	Iteration 38Q: 3 clusters Score -6237304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6237309.000000 Penalty: 3503.492432
	Iteration 39Q: 3 clusters Score -6237309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6237313.000000 Penalty: 3503.492432
	Iteration 40F: 3 clusters Score -6237313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6237309.000000 Penalty: 3503.492432
	Iteration 41Q: 3 clusters Score -6237309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6237307.500000 Penalty: 3503.492432
	Iteration 42Q: 3 clusters Score -6237308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -6237309.500000 Penalty: 3503.492432
	Iteration 43Q: 3 clusters Score -6237310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -6237309.500000 Penalty: 3503.492432
	Iteration 44Q: 3 clusters Score -6237310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6237306.500000 Penalty: 3503.492432
	Iteration 45Q: 3 clusters Score -6237306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6237308.500000 Penalty: 3503.492432
	Iteration 46Q: 3 clusters Score -6237308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6237305.000000 Penalty: 3503.492432
	Iteration 47Q: 3 clusters Score -6237305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -6237311.000000 Penalty: 3503.492432
	Iteration 48Q: 3 clusters Score -6237311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -6237313.500000 Penalty: 3503.492432
	Iteration 49Q: 3 clusters Score -6237314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -6237312.500000 Penalty: 3503.492432
	Iteration 50Q: 3 clusters Score -6237312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -6237315.500000 Penalty: 3503.492432
	Iteration 51Q: 3 clusters Score -6237316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -6237310.000000 Penalty: 3503.492432
	Iteration 52Q: 3 clusters Score -6237310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6237317.000000 Penalty: 3503.492432
	Iteration 53Q: 3 clusters Score -6237317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -6237311.000000 Penalty: 3503.492432
	Iteration 54Q: 3 clusters Score -6237311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6237313.000000 Penalty: 3503.492432
	Iteration 55Q: 3 clusters Score -6237313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6237308.500000 Penalty: 3503.492432
	Iteration 56Q: 3 clusters Score -6237308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -6237304.000000 Penalty: 3503.492432
	Iteration 57Q: 3 clusters Score -6237304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -6237310.000000 Penalty: 3503.492432
	Iteration 58Q: 3 clusters Score -6237310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6237307.500000 Penalty: 3503.492432
	Iteration 59Q: 3 clusters Score -6237308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6237307.000000 Penalty: 3503.492432
	Iteration 60F: 3 clusters Score -6237307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6237307.000000 Penalty: 3503.492432
	Iteration 61Q: 3 clusters Score -6237307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6237304.500000 Penalty: 3503.492432
	Iteration 62Q: 3 clusters Score -6237304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6237309.000000 Penalty: 3503.492432
	Iteration 63Q: 3 clusters Score -6237309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6237309.000000 Penalty: 3503.492432
	Iteration 64F: 3 clusters Score -6237309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 68529 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Entering Unmasked Estep 
Score: -85949856.000000 Penalty: 78405.640625
Splitting cluster 5 changes total score from -85947728.000000 to -85949856.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -131967.406250 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -131967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130528.390625 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -130528.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130908.531250 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -130908.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131146.015625 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -131146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -131445.687500 Penalty: 2272.431396
	Iteration 3F: 3 clusters Score -131445.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131670.468750 Penalty: 2272.431396
	Iteration 4F: 3 clusters Score -131670.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -131784.500000 Penalty: 2272.431396
	Iteration 5F: 3 clusters Score -131784.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131852.781250 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -131852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -131897.703125 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -131897.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131979.687500 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -131979.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132145.625000 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -132145.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132308.359375 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -132308.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -132373.343750 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -132373.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132426.421875 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -132426.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132456.265625 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -132456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -132492.593750 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -132492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132524.656250 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -132524.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132555.421875 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -132555.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132582.609375 Penalty: 2272.431396
	Iteration 17Q: 3 clusters Score -132582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132606.687500 Penalty: 2272.431396
	Iteration 18Q: 3 clusters Score -132606.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132625.437500 Penalty: 2272.431396
	Iteration 19Q: 3 clusters Score -132625.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132643.656250 Penalty: 2272.431396
	Iteration 20F: 3 clusters Score -132643.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132663.437500 Penalty: 2272.431396
	Iteration 21Q: 3 clusters Score -132663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132673.328125 Penalty: 2272.431396
	Iteration 22Q: 3 clusters Score -132673.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132685.390625 Penalty: 2272.431396
	Iteration 23Q: 3 clusters Score -132685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132688.015625 Penalty: 2272.431396
	Iteration 24Q: 3 clusters Score -132688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132689.703125 Penalty: 2272.431396
	Iteration 25Q: 3 clusters Score -132689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132690.609375 Penalty: 2272.431396
	Iteration 26Q: 3 clusters Score -132690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132691.046875 Penalty: 2272.431396
	Iteration 27Q: 3 clusters Score -132691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132692.125000 Penalty: 2272.431396
	Iteration 28Q: 3 clusters Score -132692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132692.671875 Penalty: 2272.431396
	Iteration 29Q: 3 clusters Score -132692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132692.671875 Penalty: 2272.431396
	Iteration 30F: 3 clusters Score -132692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 68529 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Entering Unmasked Estep 
Score: -85949568.000000 Penalty: 80583.578125
Splitting cluster 6 changes total score from -85947728.000000 to -85949568.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -78029.179688 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -78029.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76843.867188 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -76843.87 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77335.656250 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -77335.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77673.398438 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -77673.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78012.007812 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -78012.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78375.289062 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -78375.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78669.554688 Penalty: 2219.331299
	Iteration 5F: 3 clusters Score -78669.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78821.234375 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -78821.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78920.742188 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -78920.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78973.781250 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -78973.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79011.929688 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -79011.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79029.562500 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -79029.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79051.335938 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -79051.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79085.789062 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -79085.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79140.250000 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -79140.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79182.281250 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -79182.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79224.031250 Penalty: 2219.331299
	Iteration 15Q: 3 clusters Score -79224.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79277.835938 Penalty: 2219.331299
	Iteration 16Q: 3 clusters Score -79277.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79297.242188 Penalty: 2219.331299
	Iteration 17Q: 3 clusters Score -79297.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79314.671875 Penalty: 2219.331299
	Iteration 18Q: 3 clusters Score -79314.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79327.679688 Penalty: 2219.331299
	Iteration 19Q: 3 clusters Score -79327.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79341.171875 Penalty: 2219.331299
	Iteration 20F: 3 clusters Score -79341.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79365.070312 Penalty: 2219.331299
	Iteration 21Q: 3 clusters Score -79365.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79391.375000 Penalty: 2219.331299
	Iteration 22Q: 3 clusters Score -79391.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79397.296875 Penalty: 2219.331299
	Iteration 23Q: 3 clusters Score -79397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79411.453125 Penalty: 2219.331299
	Iteration 24Q: 3 clusters Score -79411.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79415.078125 Penalty: 2219.331299
	Iteration 25Q: 3 clusters Score -79415.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79415.898438 Penalty: 2219.331299
	Iteration 26Q: 3 clusters Score -79415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79415.898438 Penalty: 2219.331299
	Iteration 27F: 3 clusters Score -79415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 68529 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Entering Unmasked Estep 
Score: -85949840.000000 Penalty: 82761.507812
Splitting cluster 7 changes total score from -85947728.000000 to -85949840.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -60886.093750 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -60886.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59818.410156 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -59818.41 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60091.972656 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -60091.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60388.031250 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -60388.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60633.429688 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -60633.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60772.812500 Penalty: 2083.841064
	Iteration 4F: 3 clusters Score -60772.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60819.304688 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -60819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60829.007812 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -60829.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60832.726562 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -60832.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60843.007812 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -60843.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60843.980469 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -60843.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60843.980469 Penalty: 2083.841064
	Iteration 10F: 3 clusters Score -60843.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Entering Unmasked Estep 
Score: -7283076.000000 Penalty: 1772.958618
	Iteration 0F: 2 clusters Score -7283076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -7247580.000000 Penalty: 3545.917236
	Iteration 0F: 3 clusters Score -7247580 nChanged 25742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -7262640.500000 Penalty: 3545.917236
	Iteration 1F: 3 clusters Score -7262640 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -7263497.000000 Penalty: 3545.917236
	Iteration 2Q: 3 clusters Score -7263497 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7264673.000000 Penalty: 3545.917236
	Iteration 3Q: 3 clusters Score -7264673 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7266349.500000 Penalty: 3545.917236
	Iteration 4F: 3 clusters Score -7266350 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -7268563.000000 Penalty: 3545.917236
	Iteration 5F: 3 clusters Score -7268563 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7271467.000000 Penalty: 3545.917236
	Iteration 6F: 3 clusters Score -7271467 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7274060.000000 Penalty: 3545.917236
	Iteration 7F: 3 clusters Score -7274060 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -7276002.500000 Penalty: 3545.917236
	Iteration 8F: 3 clusters Score -7276002 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -7277313.000000 Penalty: 3545.917236
	Iteration 9Q: 3 clusters Score -7277313 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -7278208.500000 Penalty: 3545.917236
	Iteration 10Q: 3 clusters Score -7278208 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -7278863.500000 Penalty: 3545.917236
	Iteration 11Q: 3 clusters Score -7278864 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -7279390.500000 Penalty: 3545.917236
	Iteration 12Q: 3 clusters Score -7279390 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -7279888.500000 Penalty: 3545.917236
	Iteration 13Q: 3 clusters Score -7279888 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -7280350.500000 Penalty: 3545.917236
	Iteration 14Q: 3 clusters Score -7280350 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -7280773.500000 Penalty: 3545.917236
	Iteration 15Q: 3 clusters Score -7280774 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -7281112.500000 Penalty: 3545.917236
	Iteration 16Q: 3 clusters Score -7281112 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -7281310.000000 Penalty: 3545.917236
	Iteration 17Q: 3 clusters Score -7281310 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -7281478.500000 Penalty: 3545.917236
	Iteration 18Q: 3 clusters Score -7281478 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -7281628.000000 Penalty: 3545.917236
	Iteration 19Q: 3 clusters Score -7281628 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -7281782.000000 Penalty: 3545.917236
	Iteration 20F: 3 clusters Score -7281782 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -7281859.500000 Penalty: 3545.917236
	Iteration 21Q: 3 clusters Score -7281860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -7281908.000000 Penalty: 3545.917236
	Iteration 22Q: 3 clusters Score -7281908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -7281929.500000 Penalty: 3545.917236
	Iteration 23Q: 3 clusters Score -7281930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -7281961.000000 Penalty: 3545.917236
	Iteration 24Q: 3 clusters Score -7281961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7281974.500000 Penalty: 3545.917236
	Iteration 25Q: 3 clusters Score -7281974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -7281973.000000 Penalty: 3545.917236
	Iteration 26Q: 3 clusters Score -7281973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -7281968.500000 Penalty: 3545.917236
	Iteration 27Q: 3 clusters Score -7281968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -7281988.000000 Penalty: 3545.917236
	Iteration 28Q: 3 clusters Score -7281988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -7281995.000000 Penalty: 3545.917236
	Iteration 29Q: 3 clusters Score -7281995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -7281996.000000 Penalty: 3545.917236
	Iteration 30Q: 3 clusters Score -7281996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -7281976.000000 Penalty: 3545.917236
	Iteration 31Q: 3 clusters Score -7281976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -7281976.000000 Penalty: 3545.917236
	Iteration 32Q: 3 clusters Score -7281976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -7281964.500000 Penalty: 3545.917236
	Iteration 33Q: 3 clusters Score -7281964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -7281963.500000 Penalty: 3545.917236
	Iteration 34Q: 3 clusters Score -7281964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -7281967.500000 Penalty: 3545.917236
	Iteration 35Q: 3 clusters Score -7281968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7281974.500000 Penalty: 3545.917236
	Iteration 36Q: 3 clusters Score -7281974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -7281970.500000 Penalty: 3545.917236
	Iteration 37Q: 3 clusters Score -7281970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -7281961.000000 Penalty: 3545.917236
	Iteration 38Q: 3 clusters Score -7281961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -7281968.000000 Penalty: 3545.917236
	Iteration 39Q: 3 clusters Score -7281968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -7281971.500000 Penalty: 3545.917236
	Iteration 40F: 3 clusters Score -7281972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -7281979.000000 Penalty: 3545.917236
	Iteration 41Q: 3 clusters Score -7281979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7281979.500000 Penalty: 3545.917236
	Iteration 42Q: 3 clusters Score -7281980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7281978.500000 Penalty: 3545.917236
	Iteration 43Q: 3 clusters Score -7281978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -7281979.000000 Penalty: 3545.917236
	Iteration 44Q: 3 clusters Score -7281979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7281967.500000 Penalty: 3545.917236
	Iteration 45Q: 3 clusters Score -7281968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -7281968.000000 Penalty: 3545.917236
	Iteration 46Q: 3 clusters Score -7281968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -7281965.000000 Penalty: 3545.917236
	Iteration 47Q: 3 clusters Score -7281965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -7281970.000000 Penalty: 3545.917236
	Iteration 48Q: 3 clusters Score -7281970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -7281974.500000 Penalty: 3545.917236
	Iteration 49Q: 3 clusters Score -7281974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7281979.500000 Penalty: 3545.917236
	Iteration 50Q: 3 clusters Score -7281980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -7281979.500000 Penalty: 3545.917236
	Iteration 51Q: 3 clusters Score -7281980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7281974.000000 Penalty: 3545.917236
	Iteration 52Q: 3 clusters Score -7281974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -7281971.000000 Penalty: 3545.917236
	Iteration 53Q: 3 clusters Score -7281971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7281964.000000 Penalty: 3545.917236
	Iteration 54Q: 3 clusters Score -7281964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -7281956.500000 Penalty: 3545.917236
	Iteration 55Q: 3 clusters Score -7281956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7281972.000000 Penalty: 3545.917236
	Iteration 56Q: 3 clusters Score -7281972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7281966.500000 Penalty: 3545.917236
	Iteration 57Q: 3 clusters Score -7281966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7281968.000000 Penalty: 3545.917236
	Iteration 58Q: 3 clusters Score -7281968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -7281984.000000 Penalty: 3545.917236
	Iteration 59Q: 3 clusters Score -7281984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -7281978.000000 Penalty: 3545.917236
	Iteration 60F: 3 clusters Score -7281978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -7281982.500000 Penalty: 3545.917236
	Iteration 61Q: 3 clusters Score -7281982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7281969.500000 Penalty: 3545.917236
	Iteration 62Q: 3 clusters Score -7281970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7281977.000000 Penalty: 3545.917236
	Iteration 63Q: 3 clusters Score -7281977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -7281973.000000 Penalty: 3545.917236
	Iteration 64Q: 3 clusters Score -7281973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -7281972.500000 Penalty: 3545.917236
	Iteration 65Q: 3 clusters Score -7281972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7281976.000000 Penalty: 3545.917236
	Iteration 66Q: 3 clusters Score -7281976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -7281973.000000 Penalty: 3545.917236
	Iteration 67Q: 3 clusters Score -7281973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -7281971.500000 Penalty: 3545.917236
	Iteration 68Q: 3 clusters Score -7281972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7281974.000000 Penalty: 3545.917236
	Iteration 69Q: 3 clusters Score -7281974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7281974.000000 Penalty: 3545.917236
	Iteration 70F: 3 clusters Score -7281974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Entering Unmasked Estep 
Score: -10724556.000000 Penalty: 1836.353271
	Iteration 0F: 2 clusters Score -1.072456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -10672989.000000 Penalty: 3672.706543
	Iteration 0F: 3 clusters Score -1.067299e+07 nChanged 38477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -10695152.000000 Penalty: 3672.706543
	Iteration 1F: 3 clusters Score -1.069515e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -10696089.000000 Penalty: 3672.706543
	Iteration 2Q: 3 clusters Score -1.069609e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -10697367.000000 Penalty: 3672.706543
	Iteration 3Q: 3 clusters Score -1.069737e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -10699312.000000 Penalty: 3672.706543
	Iteration 4Q: 3 clusters Score -1.069931e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -10701987.000000 Penalty: 3672.706543
	Iteration 5F: 3 clusters Score -1.070199e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -10705778.000000 Penalty: 3672.706543
	Iteration 6F: 3 clusters Score -1.070578e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -10709964.000000 Penalty: 3672.706543
	Iteration 7F: 3 clusters Score -1.070996e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -10713585.000000 Penalty: 3672.706543
	Iteration 8F: 3 clusters Score -1.071358e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -10716157.000000 Penalty: 3672.706543
	Iteration 9Q: 3 clusters Score -1.071616e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -10717823.000000 Penalty: 3672.706543
	Iteration 10Q: 3 clusters Score -1.071782e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -10718696.000000 Penalty: 3672.706543
	Iteration 11Q: 3 clusters Score -1.07187e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -10719234.000000 Penalty: 3672.706543
	Iteration 12Q: 3 clusters Score -1.071923e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -10719663.000000 Penalty: 3672.706543
	Iteration 13Q: 3 clusters Score -1.071966e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -10719919.000000 Penalty: 3672.706543
	Iteration 14Q: 3 clusters Score -1.071992e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -10720092.000000 Penalty: 3672.706543
	Iteration 15Q: 3 clusters Score -1.072009e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -10720265.000000 Penalty: 3672.706543
	Iteration 16Q: 3 clusters Score -1.072026e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10720347.000000 Penalty: 3672.706543
	Iteration 17Q: 3 clusters Score -1.072035e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10720439.000000 Penalty: 3672.706543
	Iteration 18Q: 3 clusters Score -1.072044e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -10720523.000000 Penalty: 3672.706543
	Iteration 19Q: 3 clusters Score -1.072052e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -10720642.000000 Penalty: 3672.706543
	Iteration 20F: 3 clusters Score -1.072064e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10720780.000000 Penalty: 3672.706543
	Iteration 21Q: 3 clusters Score -1.072078e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -10720901.000000 Penalty: 3672.706543
	Iteration 22Q: 3 clusters Score -1.07209e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -10720899.000000 Penalty: 3672.706543
	Iteration 23Q: 3 clusters Score -1.07209e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -10720964.000000 Penalty: 3672.706543
	Iteration 24Q: 3 clusters Score -1.072096e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -10721078.000000 Penalty: 3672.706543
	Iteration 25Q: 3 clusters Score -1.072108e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -10721166.000000 Penalty: 3672.706543
	Iteration 26Q: 3 clusters Score -1.072117e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -10721271.000000 Penalty: 3672.706543
	Iteration 27Q: 3 clusters Score -1.072127e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -10721318.000000 Penalty: 3672.706543
	Iteration 28Q: 3 clusters Score -1.072132e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -10721426.000000 Penalty: 3672.706543
	Iteration 29Q: 3 clusters Score -1.072143e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -10721453.000000 Penalty: 3672.706543
	Iteration 30Q: 3 clusters Score -1.072145e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -10721511.000000 Penalty: 3672.706543
	Iteration 31Q: 3 clusters Score -1.072151e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -10721552.000000 Penalty: 3672.706543
	Iteration 32Q: 3 clusters Score -1.072155e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -10721606.000000 Penalty: 3672.706543
	Iteration 33Q: 3 clusters Score -1.072161e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -10721677.000000 Penalty: 3672.706543
	Iteration 34Q: 3 clusters Score -1.072168e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -10721720.000000 Penalty: 3672.706543
	Iteration 35Q: 3 clusters Score -1.072172e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -10721772.000000 Penalty: 3672.706543
	Iteration 36Q: 3 clusters Score -1.072177e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -10721814.000000 Penalty: 3672.706543
	Iteration 37Q: 3 clusters Score -1.072181e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -10721852.000000 Penalty: 3672.706543
	Iteration 38Q: 3 clusters Score -1.072185e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -10721865.000000 Penalty: 3672.706543
	Iteration 39Q: 3 clusters Score -1.072186e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -10721921.000000 Penalty: 3672.706543
	Iteration 40F: 3 clusters Score -1.072192e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -10721945.000000 Penalty: 3672.706543
	Iteration 41Q: 3 clusters Score -1.072194e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -10721967.000000 Penalty: 3672.706543
	Iteration 42Q: 3 clusters Score -1.072197e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -10722012.000000 Penalty: 3672.706543
	Iteration 43Q: 3 clusters Score -1.072201e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -10722042.000000 Penalty: 3672.706543
	Iteration 44Q: 3 clusters Score -1.072204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -10722089.000000 Penalty: 3672.706543
	Iteration 45Q: 3 clusters Score -1.072209e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -10722146.000000 Penalty: 3672.706543
	Iteration 46Q: 3 clusters Score -1.072215e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -10722137.000000 Penalty: 3672.706543
	Iteration 47Q: 3 clusters Score -1.072214e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -10722152.000000 Penalty: 3672.706543
	Iteration 48Q: 3 clusters Score -1.072215e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -10722190.000000 Penalty: 3672.706543
	Iteration 49Q: 3 clusters Score -1.072219e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -10722200.000000 Penalty: 3672.706543
	Iteration 50Q: 3 clusters Score -1.07222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -10722220.000000 Penalty: 3672.706543
	Iteration 51Q: 3 clusters Score -1.072222e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -10722235.000000 Penalty: 3672.706543
	Iteration 52Q: 3 clusters Score -1.072224e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -10722224.000000 Penalty: 3672.706543
	Iteration 53Q: 3 clusters Score -1.072222e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -10722248.000000 Penalty: 3672.706543
	Iteration 54Q: 3 clusters Score -1.072225e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -10722235.000000 Penalty: 3672.706543
	Iteration 55Q: 3 clusters Score -1.072224e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -10722270.000000 Penalty: 3672.706543
	Iteration 56Q: 3 clusters Score -1.072227e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10722291.000000 Penalty: 3672.706543
	Iteration 57Q: 3 clusters Score -1.072229e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -10722310.000000 Penalty: 3672.706543
	Iteration 58Q: 3 clusters Score -1.072231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -10722320.000000 Penalty: 3672.706543
	Iteration 59Q: 3 clusters Score -1.072232e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -10722351.000000 Penalty: 3672.706543
	Iteration 60F: 3 clusters Score -1.072235e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -10722359.000000 Penalty: 3672.706543
	Iteration 61Q: 3 clusters Score -1.072236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -10722356.000000 Penalty: 3672.706543
	Iteration 62Q: 3 clusters Score -1.072236e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -10722383.000000 Penalty: 3672.706543
	Iteration 63Q: 3 clusters Score -1.072238e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -10722393.000000 Penalty: 3672.706543
	Iteration 64Q: 3 clusters Score -1.072239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -10722408.000000 Penalty: 3672.706543
	Iteration 65Q: 3 clusters Score -1.072241e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -10722426.000000 Penalty: 3672.706543
	Iteration 66Q: 3 clusters Score -1.072243e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -10722445.000000 Penalty: 3672.706543
	Iteration 67Q: 3 clusters Score -1.072244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -10722463.000000 Penalty: 3672.706543
	Iteration 68Q: 3 clusters Score -1.072246e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -10722486.000000 Penalty: 3672.706543
	Iteration 69Q: 3 clusters Score -1.072249e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -10722504.000000 Penalty: 3672.706543
	Iteration 70Q: 3 clusters Score -1.07225e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -10722540.000000 Penalty: 3672.706543
	Iteration 71Q: 3 clusters Score -1.072254e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -10722568.000000 Penalty: 3672.706543
	Iteration 72Q: 3 clusters Score -1.072257e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -10722593.000000 Penalty: 3672.706543
	Iteration 73Q: 3 clusters Score -1.072259e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -10722608.000000 Penalty: 3672.706543
	Iteration 74Q: 3 clusters Score -1.072261e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -10722642.000000 Penalty: 3672.706543
	Iteration 75Q: 3 clusters Score -1.072264e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -10722671.000000 Penalty: 3672.706543
	Iteration 76Q: 3 clusters Score -1.072267e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -10722691.000000 Penalty: 3672.706543
	Iteration 77Q: 3 clusters Score -1.072269e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -10722709.000000 Penalty: 3672.706543
	Iteration 78Q: 3 clusters Score -1.072271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -10722706.000000 Penalty: 3672.706543
	Iteration 79Q: 3 clusters Score -1.072271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -10722723.000000 Penalty: 3672.706543
	Iteration 80F: 3 clusters Score -1.072272e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -10722723.000000 Penalty: 3672.706543
	Iteration 81Q: 3 clusters Score -1.072272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -10722730.000000 Penalty: 3672.706543
	Iteration 82Q: 3 clusters Score -1.072273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -10722743.000000 Penalty: 3672.706543
	Iteration 83Q: 3 clusters Score -1.072274e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -10722756.000000 Penalty: 3672.706543
	Iteration 84Q: 3 clusters Score -1.072276e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -10722750.000000 Penalty: 3672.706543
	Iteration 85Q: 3 clusters Score -1.072275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -10722756.000000 Penalty: 3672.706543
	Iteration 86Q: 3 clusters Score -1.072276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -10722769.000000 Penalty: 3672.706543
	Iteration 87Q: 3 clusters Score -1.072277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -10722809.000000 Penalty: 3672.706543
	Iteration 88Q: 3 clusters Score -1.072281e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -10722814.000000 Penalty: 3672.706543
	Iteration 89Q: 3 clusters Score -1.072281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -10722822.000000 Penalty: 3672.706543
	Iteration 90Q: 3 clusters Score -1.072282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -10722831.000000 Penalty: 3672.706543
	Iteration 91Q: 3 clusters Score -1.072283e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -10722855.000000 Penalty: 3672.706543
	Iteration 92Q: 3 clusters Score -1.072286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -10722867.000000 Penalty: 3672.706543
	Iteration 93Q: 3 clusters Score -1.072287e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -10722881.000000 Penalty: 3672.706543
	Iteration 94Q: 3 clusters Score -1.072288e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -10722897.000000 Penalty: 3672.706543
	Iteration 95Q: 3 clusters Score -1.07229e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -10722905.000000 Penalty: 3672.706543
	Iteration 96Q: 3 clusters Score -1.07229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -10722921.000000 Penalty: 3672.706543
	Iteration 97Q: 3 clusters Score -1.072292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -10722940.000000 Penalty: 3672.706543
	Iteration 98Q: 3 clusters Score -1.072294e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -10722968.000000 Penalty: 3672.706543
	Iteration 99Q: 3 clusters Score -1.072297e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -10722974.000000 Penalty: 3672.706543
	Iteration 100F: 3 clusters Score -1.072297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -10722987.000000 Penalty: 3672.706543
	Iteration 101Q: 3 clusters Score -1.072299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -10722975.000000 Penalty: 3672.706543
	Iteration 102Q: 3 clusters Score -1.072298e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -10722981.000000 Penalty: 3672.706543
	Iteration 103Q: 3 clusters Score -1.072298e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -10723003.000000 Penalty: 3672.706543
	Iteration 104Q: 3 clusters Score -1.0723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -10722980.000000 Penalty: 3672.706543
	Iteration 105Q: 3 clusters Score -1.072298e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -10722987.000000 Penalty: 3672.706543
	Iteration 106Q: 3 clusters Score -1.072299e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -10723028.000000 Penalty: 3672.706543
	Iteration 107Q: 3 clusters Score -1.072303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -10723024.000000 Penalty: 3672.706543
	Iteration 108Q: 3 clusters Score -1.072302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -10723032.000000 Penalty: 3672.706543
	Iteration 109Q: 3 clusters Score -1.072303e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -10723049.000000 Penalty: 3672.706543
	Iteration 110Q: 3 clusters Score -1.072305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -10723050.000000 Penalty: 3672.706543
	Iteration 111Q: 3 clusters Score -1.072305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -10723057.000000 Penalty: 3672.706543
	Iteration 112Q: 3 clusters Score -1.072306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -10723071.000000 Penalty: 3672.706543
	Iteration 113Q: 3 clusters Score -1.072307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -10723082.000000 Penalty: 3672.706543
	Iteration 114Q: 3 clusters Score -1.072308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -10723077.000000 Penalty: 3672.706543
	Iteration 115Q: 3 clusters Score -1.072308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -10723082.000000 Penalty: 3672.706543
	Iteration 116Q: 3 clusters Score -1.072308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -10723076.000000 Penalty: 3672.706543
	Iteration 117Q: 3 clusters Score -1.072308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10723077.000000 Penalty: 3672.706543
	Iteration 118Q: 3 clusters Score -1.072308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10723072.000000 Penalty: 3672.706543
	Iteration 119Q: 3 clusters Score -1.072307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10723075.000000 Penalty: 3672.706543
	Iteration 120F: 3 clusters Score -1.072308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -10723081.000000 Penalty: 3672.706543
	Iteration 121Q: 3 clusters Score -1.072308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -10723094.000000 Penalty: 3672.706543
	Iteration 122Q: 3 clusters Score -1.072309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -10723090.000000 Penalty: 3672.706543
	Iteration 123Q: 3 clusters Score -1.072309e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -10723107.000000 Penalty: 3672.706543
	Iteration 124Q: 3 clusters Score -1.072311e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -10723119.000000 Penalty: 3672.706543
	Iteration 125Q: 3 clusters Score -1.072312e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -10723122.000000 Penalty: 3672.706543
	Iteration 126Q: 3 clusters Score -1.072312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -10723125.000000 Penalty: 3672.706543
	Iteration 127Q: 3 clusters Score -1.072312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -10723133.000000 Penalty: 3672.706543
	Iteration 128Q: 3 clusters Score -1.072313e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -10723138.000000 Penalty: 3672.706543
	Iteration 129Q: 3 clusters Score -1.072314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -10723163.000000 Penalty: 3672.706543
	Iteration 130Q: 3 clusters Score -1.072316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10723168.000000 Penalty: 3672.706543
	Iteration 131Q: 3 clusters Score -1.072317e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -10723199.000000 Penalty: 3672.706543
	Iteration 132Q: 3 clusters Score -1.07232e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -10723216.000000 Penalty: 3672.706543
	Iteration 133Q: 3 clusters Score -1.072322e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -10723253.000000 Penalty: 3672.706543
	Iteration 134Q: 3 clusters Score -1.072325e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -10723280.000000 Penalty: 3672.706543
	Iteration 135Q: 3 clusters Score -1.072328e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -10723287.000000 Penalty: 3672.706543
	Iteration 136Q: 3 clusters Score -1.072329e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -10723288.000000 Penalty: 3672.706543
	Iteration 137Q: 3 clusters Score -1.072329e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -10723297.000000 Penalty: 3672.706543
	Iteration 138Q: 3 clusters Score -1.07233e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -10723328.000000 Penalty: 3672.706543
	Iteration 139Q: 3 clusters Score -1.072333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -10723330.000000 Penalty: 3672.706543
	Iteration 140F: 3 clusters Score -1.072333e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -10723360.000000 Penalty: 3672.706543
	Iteration 141Q: 3 clusters Score -1.072336e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -10723377.000000 Penalty: 3672.706543
	Iteration 142Q: 3 clusters Score -1.072338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -10723381.000000 Penalty: 3672.706543
	Iteration 143Q: 3 clusters Score -1.072338e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -10723386.000000 Penalty: 3672.706543
	Iteration 144Q: 3 clusters Score -1.072339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -10723391.000000 Penalty: 3672.706543
	Iteration 145Q: 3 clusters Score -1.072339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -10723400.000000 Penalty: 3672.706543
	Iteration 146Q: 3 clusters Score -1.07234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -10723406.000000 Penalty: 3672.706543
	Iteration 147Q: 3 clusters Score -1.072341e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -10723412.000000 Penalty: 3672.706543
	Iteration 148Q: 3 clusters Score -1.072341e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -10723413.000000 Penalty: 3672.706543
	Iteration 149Q: 3 clusters Score -1.072341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -10723426.000000 Penalty: 3672.706543
	Iteration 150Q: 3 clusters Score -1.072343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -10723422.000000 Penalty: 3672.706543
	Iteration 151Q: 3 clusters Score -1.072342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -10723420.000000 Penalty: 3672.706543
	Iteration 152Q: 3 clusters Score -1.072342e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -10723446.000000 Penalty: 3672.706543
	Iteration 153Q: 3 clusters Score -1.072345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -10723453.000000 Penalty: 3672.706543
	Iteration 154Q: 3 clusters Score -1.072345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -10723460.000000 Penalty: 3672.706543
	Iteration 155Q: 3 clusters Score -1.072346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -10723453.000000 Penalty: 3672.706543
	Iteration 156Q: 3 clusters Score -1.072345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -10723461.000000 Penalty: 3672.706543
	Iteration 157Q: 3 clusters Score -1.072346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -10723471.000000 Penalty: 3672.706543
	Iteration 158Q: 3 clusters Score -1.072347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -10723497.000000 Penalty: 3672.706543
	Iteration 159Q: 3 clusters Score -1.07235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -10723483.000000 Penalty: 3672.706543
	Iteration 160F: 3 clusters Score -1.072348e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -10723496.000000 Penalty: 3672.706543
	Iteration 161Q: 3 clusters Score -1.07235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -10723494.000000 Penalty: 3672.706543
	Iteration 162Q: 3 clusters Score -1.072349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -10723494.000000 Penalty: 3672.706543
	Iteration 163Q: 3 clusters Score -1.072349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -10723504.000000 Penalty: 3672.706543
	Iteration 164Q: 3 clusters Score -1.07235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -10723505.000000 Penalty: 3672.706543
	Iteration 165Q: 3 clusters Score -1.07235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -10723506.000000 Penalty: 3672.706543
	Iteration 166Q: 3 clusters Score -1.072351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -10723495.000000 Penalty: 3672.706543
	Iteration 167Q: 3 clusters Score -1.07235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -10723494.000000 Penalty: 3672.706543
	Iteration 168Q: 3 clusters Score -1.072349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -10723498.000000 Penalty: 3672.706543
	Iteration 169Q: 3 clusters Score -1.07235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -10723511.000000 Penalty: 3672.706543
	Iteration 170Q: 3 clusters Score -1.072351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -10723502.000000 Penalty: 3672.706543
	Iteration 171Q: 3 clusters Score -1.07235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10723515.000000 Penalty: 3672.706543
	Iteration 172Q: 3 clusters Score -1.072352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10723509.000000 Penalty: 3672.706543
	Iteration 173Q: 3 clusters Score -1.072351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -10723507.000000 Penalty: 3672.706543
	Iteration 174Q: 3 clusters Score -1.072351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -10723509.000000 Penalty: 3672.706543
	Iteration 175Q: 3 clusters Score -1.072351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -10723500.000000 Penalty: 3672.706543
	Iteration 176Q: 3 clusters Score -1.07235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -10723498.000000 Penalty: 3672.706543
	Iteration 177Q: 3 clusters Score -1.07235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -10723496.000000 Penalty: 3672.706543
	Iteration 178Q: 3 clusters Score -1.07235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -10723502.000000 Penalty: 3672.706543
	Iteration 179Q: 3 clusters Score -1.07235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -10723508.000000 Penalty: 3672.706543
	Iteration 180F: 3 clusters Score -1.072351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -10723517.000000 Penalty: 3672.706543
	Iteration 181Q: 3 clusters Score -1.072352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -10723509.000000 Penalty: 3672.706543
	Iteration 182Q: 3 clusters Score -1.072351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -10723511.000000 Penalty: 3672.706543
	Iteration 183Q: 3 clusters Score -1.072351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -10723513.000000 Penalty: 3672.706543
	Iteration 184Q: 3 clusters Score -1.072351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -10723522.000000 Penalty: 3672.706543
	Iteration 185Q: 3 clusters Score -1.072352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -10723531.000000 Penalty: 3672.706543
	Iteration 186Q: 3 clusters Score -1.072353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -10723536.000000 Penalty: 3672.706543
	Iteration 187Q: 3 clusters Score -1.072354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -10723539.000000 Penalty: 3672.706543
	Iteration 188Q: 3 clusters Score -1.072354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -10723528.000000 Penalty: 3672.706543
	Iteration 189Q: 3 clusters Score -1.072353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -10723545.000000 Penalty: 3672.706543
	Iteration 190Q: 3 clusters Score -1.072354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -10723544.000000 Penalty: 3672.706543
	Iteration 191Q: 3 clusters Score -1.072354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -10723544.000000 Penalty: 3672.706543
	Iteration 192Q: 3 clusters Score -1.072354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -10723565.000000 Penalty: 3672.706543
	Iteration 193Q: 3 clusters Score -1.072356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -10723551.000000 Penalty: 3672.706543
	Iteration 194Q: 3 clusters Score -1.072355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -10723544.000000 Penalty: 3672.706543
	Iteration 195Q: 3 clusters Score -1.072354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -10723541.000000 Penalty: 3672.706543
	Iteration 196Q: 3 clusters Score -1.072354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -10723538.000000 Penalty: 3672.706543
	Iteration 197Q: 3 clusters Score -1.072354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -10723540.000000 Penalty: 3672.706543
	Iteration 198Q: 3 clusters Score -1.072354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -10723539.000000 Penalty: 3672.706543
	Iteration 199Q: 3 clusters Score -1.072354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10723531.000000 Penalty: 3672.706543
	Iteration 200F: 3 clusters Score -1.072353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10723537.000000 Penalty: 3672.706543
	Iteration 201Q: 3 clusters Score -1.072354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -10723547.000000 Penalty: 3672.706543
	Iteration 202Q: 3 clusters Score -1.072355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10723546.000000 Penalty: 3672.706543
	Iteration 203Q: 3 clusters Score -1.072355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -10723549.000000 Penalty: 3672.706543
	Iteration 204Q: 3 clusters Score -1.072355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -10723549.000000 Penalty: 3672.706543
	Iteration 205Q: 3 clusters Score -1.072355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -10723557.000000 Penalty: 3672.706543
	Iteration 206Q: 3 clusters Score -1.072356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10723548.000000 Penalty: 3672.706543
	Iteration 207Q: 3 clusters Score -1.072355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10723550.000000 Penalty: 3672.706543
	Iteration 208Q: 3 clusters Score -1.072355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -10723548.000000 Penalty: 3672.706543
	Iteration 209Q: 3 clusters Score -1.072355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10723549.000000 Penalty: 3672.706543
	Iteration 210Q: 3 clusters Score -1.072355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10723558.000000 Penalty: 3672.706543
	Iteration 211Q: 3 clusters Score -1.072356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -10723554.000000 Penalty: 3672.706543
	Iteration 212Q: 3 clusters Score -1.072355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -10723558.000000 Penalty: 3672.706543
	Iteration 213Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -10723562.000000 Penalty: 3672.706543
	Iteration 214Q: 3 clusters Score -1.072356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -10723564.000000 Penalty: 3672.706543
	Iteration 215Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10723558.000000 Penalty: 3672.706543
	Iteration 216Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -10723564.000000 Penalty: 3672.706543
	Iteration 217Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10723560.000000 Penalty: 3672.706543
	Iteration 218Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -10723564.000000 Penalty: 3672.706543
	Iteration 219Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10723561.000000 Penalty: 3672.706543
	Iteration 220F: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -10723565.000000 Penalty: 3672.706543
	Iteration 221Q: 3 clusters Score -1.072356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -10723556.000000 Penalty: 3672.706543
	Iteration 222Q: 3 clusters Score -1.072356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10723560.000000 Penalty: 3672.706543
	Iteration 223Q: 3 clusters Score -1.072356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10723560.000000 Penalty: 3672.706543
	Iteration 224F: 3 clusters Score -1.072356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Entering Unmasked Estep 
Score: -9049623.000000 Penalty: 1809.439575
	Iteration 0F: 2 clusters Score -9049623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -9007494.000000 Penalty: 3618.879150
	Iteration 0F: 3 clusters Score -9007494 nChanged 32352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -9026641.000000 Penalty: 3618.879150
	Iteration 1F: 3 clusters Score -9026641 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -9028367.000000 Penalty: 3618.879150
	Iteration 2F: 3 clusters Score -9028367 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -9031148.000000 Penalty: 3618.879150
	Iteration 3F: 3 clusters Score -9031148 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -9034927.000000 Penalty: 3618.879150
	Iteration 4F: 3 clusters Score -9034927 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -9038983.000000 Penalty: 3618.879150
	Iteration 5F: 3 clusters Score -9038983 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -9042541.000000 Penalty: 3618.879150
	Iteration 6F: 3 clusters Score -9042541 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -9045228.000000 Penalty: 3618.879150
	Iteration 7F: 3 clusters Score -9045228 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -9047126.000000 Penalty: 3618.879150
	Iteration 8Q: 3 clusters Score -9047126 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -9048263.000000 Penalty: 3618.879150
	Iteration 9Q: 3 clusters Score -9048263 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -9048841.000000 Penalty: 3618.879150
	Iteration 10Q: 3 clusters Score -9048841 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -9049099.000000 Penalty: 3618.879150
	Iteration 11Q: 3 clusters Score -9049099 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -9049271.000000 Penalty: 3618.879150
	Iteration 12Q: 3 clusters Score -9049271 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -9049379.000000 Penalty: 3618.879150
	Iteration 13Q: 3 clusters Score -9049379 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -9049480.000000 Penalty: 3618.879150
	Iteration 14Q: 3 clusters Score -9049480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -9049537.000000 Penalty: 3618.879150
	Iteration 15Q: 3 clusters Score -9049537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -9049565.000000 Penalty: 3618.879150
	Iteration 16Q: 3 clusters Score -9049565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -9049561.000000 Penalty: 3618.879150
	Iteration 17Q: 3 clusters Score -9049561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -9049602.000000 Penalty: 3618.879150
	Iteration 18Q: 3 clusters Score -9049602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -9049614.000000 Penalty: 3618.879150
	Iteration 19Q: 3 clusters Score -9049614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -9049611.000000 Penalty: 3618.879150
	Iteration 20F: 3 clusters Score -9049611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -9049618.000000 Penalty: 3618.879150
	Iteration 21Q: 3 clusters Score -9049618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -9049650.000000 Penalty: 3618.879150
	Iteration 22Q: 3 clusters Score -9049650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -9049663.000000 Penalty: 3618.879150
	Iteration 23Q: 3 clusters Score -9049663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -9049677.000000 Penalty: 3618.879150
	Iteration 24Q: 3 clusters Score -9049677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -9049666.000000 Penalty: 3618.879150
	Iteration 25Q: 3 clusters Score -9049666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -9049663.000000 Penalty: 3618.879150
	Iteration 26Q: 3 clusters Score -9049663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -9049663.000000 Penalty: 3618.879150
	Iteration 27Q: 3 clusters Score -9049663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -9049662.000000 Penalty: 3618.879150
	Iteration 28Q: 3 clusters Score -9049662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -9049672.000000 Penalty: 3618.879150
	Iteration 29Q: 3 clusters Score -9049672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -9049649.000000 Penalty: 3618.879150
	Iteration 30Q: 3 clusters Score -9049649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -9049652.000000 Penalty: 3618.879150
	Iteration 31Q: 3 clusters Score -9049652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -9049645.000000 Penalty: 3618.879150
	Iteration 32Q: 3 clusters Score -9049645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -9049637.000000 Penalty: 3618.879150
	Iteration 33Q: 3 clusters Score -9049637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -9049643.000000 Penalty: 3618.879150
	Iteration 34Q: 3 clusters Score -9049643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -9049644.000000 Penalty: 3618.879150
	Iteration 35Q: 3 clusters Score -9049644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -9049647.000000 Penalty: 3618.879150
	Iteration 36Q: 3 clusters Score -9049647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -9049651.000000 Penalty: 3618.879150
	Iteration 37Q: 3 clusters Score -9049651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -9049645.000000 Penalty: 3618.879150
	Iteration 38Q: 3 clusters Score -9049645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -9049645.000000 Penalty: 3618.879150
	Iteration 39Q: 3 clusters Score -9049645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9049642.000000 Penalty: 3618.879150
	Iteration 40F: 3 clusters Score -9049642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -9049645.000000 Penalty: 3618.879150
	Iteration 41Q: 3 clusters Score -9049645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9049642.000000 Penalty: 3618.879150
	Iteration 42Q: 3 clusters Score -9049642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -9049643.000000 Penalty: 3618.879150
	Iteration 43Q: 3 clusters Score -9049643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -9049646.000000 Penalty: 3618.879150
	Iteration 44Q: 3 clusters Score -9049646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -9049640.000000 Penalty: 3618.879150
	Iteration 45Q: 3 clusters Score -9049640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -9049639.000000 Penalty: 3618.879150
	Iteration 46Q: 3 clusters Score -9049639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -9049641.000000 Penalty: 3618.879150
	Iteration 47Q: 3 clusters Score -9049641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -9049642.000000 Penalty: 3618.879150
	Iteration 48Q: 3 clusters Score -9049642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -9049641.000000 Penalty: 3618.879150
	Iteration 49Q: 3 clusters Score -9049641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -9049647.000000 Penalty: 3618.879150
	Iteration 50Q: 3 clusters Score -9049647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -9049651.000000 Penalty: 3618.879150
	Iteration 51Q: 3 clusters Score -9049651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -9049650.000000 Penalty: 3618.879150
	Iteration 52Q: 3 clusters Score -9049650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -9049641.000000 Penalty: 3618.879150
	Iteration 53Q: 3 clusters Score -9049641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -9049641.000000 Penalty: 3618.879150
	Iteration 54F: 3 clusters Score -9049641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Entering Unmasked Estep 
Score: -85949816.000000 Penalty: 84939.445312
Splitting cluster 11 changes total score from -85947728.000000 to -85949816.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (21785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Entering Unmasked Estep 
Score: -2730725.500000 Penalty: 1623.208862
	Iteration 0F: 2 clusters Score -2730726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2715967.250000 Penalty: 3246.417725
	Iteration 0F: 3 clusters Score -2715967 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2721704.500000 Penalty: 3246.417725
	Iteration 1F: 3 clusters Score -2721704 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2722427.500000 Penalty: 3246.417725
	Iteration 2F: 3 clusters Score -2722428 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2723398.750000 Penalty: 3246.417725
	Iteration 3F: 3 clusters Score -2723399 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2724478.250000 Penalty: 3246.417725
	Iteration 4F: 3 clusters Score -2724478 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2725512.250000 Penalty: 3246.417725
	Iteration 5F: 3 clusters Score -2725512 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2726429.000000 Penalty: 3246.417725
	Iteration 6F: 3 clusters Score -2726429 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2727245.000000 Penalty: 3246.417725
	Iteration 7F: 3 clusters Score -2727245 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2728090.500000 Penalty: 3246.417725
	Iteration 8Q: 3 clusters Score -2728090 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2728629.250000 Penalty: 3246.417725
	Iteration 9Q: 3 clusters Score -2728629 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2729011.500000 Penalty: 3246.417725
	Iteration 10Q: 3 clusters Score -2729012 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2729253.250000 Penalty: 3246.417725
	Iteration 11Q: 3 clusters Score -2729253 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2729433.000000 Penalty: 3246.417725
	Iteration 12Q: 3 clusters Score -2729433 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2729544.000000 Penalty: 3246.417725
	Iteration 13Q: 3 clusters Score -2729544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2729651.000000 Penalty: 3246.417725
	Iteration 14Q: 3 clusters Score -2729651 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2729735.250000 Penalty: 3246.417725
	Iteration 15Q: 3 clusters Score -2729735 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2729793.000000 Penalty: 3246.417725
	Iteration 16Q: 3 clusters Score -2729793 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2729838.250000 Penalty: 3246.417725
	Iteration 17Q: 3 clusters Score -2729838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2729882.500000 Penalty: 3246.417725
	Iteration 18Q: 3 clusters Score -2729882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2729906.750000 Penalty: 3246.417725
	Iteration 19Q: 3 clusters Score -2729907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2729927.250000 Penalty: 3246.417725
	Iteration 20F: 3 clusters Score -2729927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2729945.750000 Penalty: 3246.417725
	Iteration 21Q: 3 clusters Score -2729946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2729961.000000 Penalty: 3246.417725
	Iteration 22Q: 3 clusters Score -2729961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2729980.500000 Penalty: 3246.417725
	Iteration 23Q: 3 clusters Score -2729980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2729988.000000 Penalty: 3246.417725
	Iteration 24Q: 3 clusters Score -2729988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2729996.500000 Penalty: 3246.417725
	Iteration 25Q: 3 clusters Score -2729996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2730010.500000 Penalty: 3246.417725
	Iteration 26Q: 3 clusters Score -2730010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2730033.000000 Penalty: 3246.417725
	Iteration 27Q: 3 clusters Score -2730033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2730047.000000 Penalty: 3246.417725
	Iteration 28Q: 3 clusters Score -2730047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2730059.750000 Penalty: 3246.417725
	Iteration 29Q: 3 clusters Score -2730060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2730099.250000 Penalty: 3246.417725
	Iteration 30Q: 3 clusters Score -2730099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2730135.500000 Penalty: 3246.417725
	Iteration 31Q: 3 clusters Score -2730136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2730162.000000 Penalty: 3246.417725
	Iteration 32Q: 3 clusters Score -2730162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2730187.750000 Penalty: 3246.417725
	Iteration 33Q: 3 clusters Score -2730188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2730206.000000 Penalty: 3246.417725
	Iteration 34Q: 3 clusters Score -2730206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2730226.500000 Penalty: 3246.417725
	Iteration 35Q: 3 clusters Score -2730226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2730252.500000 Penalty: 3246.417725
	Iteration 36Q: 3 clusters Score -2730252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2730264.250000 Penalty: 3246.417725
	Iteration 37Q: 3 clusters Score -2730264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2730306.250000 Penalty: 3246.417725
	Iteration 38Q: 3 clusters Score -2730306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2730339.500000 Penalty: 3246.417725
	Iteration 39Q: 3 clusters Score -2730340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2730370.000000 Penalty: 3246.417725
	Iteration 40F: 3 clusters Score -2730370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2730392.250000 Penalty: 3246.417725
	Iteration 41Q: 3 clusters Score -2730392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2730411.750000 Penalty: 3246.417725
	Iteration 42Q: 3 clusters Score -2730412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2730420.250000 Penalty: 3246.417725
	Iteration 43Q: 3 clusters Score -2730420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2730429.500000 Penalty: 3246.417725
	Iteration 44Q: 3 clusters Score -2730430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2730441.250000 Penalty: 3246.417725
	Iteration 45Q: 3 clusters Score -2730441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2730450.500000 Penalty: 3246.417725
	Iteration 46Q: 3 clusters Score -2730450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2730453.500000 Penalty: 3246.417725
	Iteration 47Q: 3 clusters Score -2730454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2730453.250000 Penalty: 3246.417725
	Iteration 48Q: 3 clusters Score -2730453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2730456.500000 Penalty: 3246.417725
	Iteration 49Q: 3 clusters Score -2730456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2730455.250000 Penalty: 3246.417725
	Iteration 50Q: 3 clusters Score -2730455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2730458.500000 Penalty: 3246.417725
	Iteration 51Q: 3 clusters Score -2730458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2730457.500000 Penalty: 3246.417725
	Iteration 52Q: 3 clusters Score -2730458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2730457.750000 Penalty: 3246.417725
	Iteration 53Q: 3 clusters Score -2730458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2730457.750000 Penalty: 3246.417725
	Iteration 54F: 3 clusters Score -2730458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -17094.470703 Penalty: 951.449219
	Iteration 0F: 2 clusters Score -17094.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16289.126953 Penalty: 1902.898438
	Iteration 0F: 3 clusters Score -16289.13 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16445.462891 Penalty: 1902.898438
	Iteration 1F: 3 clusters Score -16445.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16584.410156 Penalty: 1902.898438
	Iteration 2F: 3 clusters Score -16584.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16790.570312 Penalty: 1902.898438
	Iteration 3F: 3 clusters Score -16790.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17017.103516 Penalty: 1902.898438
	Iteration 4F: 3 clusters Score -17017.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17191.951172 Penalty: 1902.898438
	Iteration 5Q: 3 clusters Score -17191.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17257.220703 Penalty: 1902.898438
	Iteration 6Q: 3 clusters Score -17257.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17288.558594 Penalty: 1902.898438
	Iteration 7Q: 3 clusters Score -17288.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17315.064453 Penalty: 1902.898438
	Iteration 8Q: 3 clusters Score -17315.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17327.892578 Penalty: 1902.898438
	Iteration 9Q: 3 clusters Score -17327.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17333.785156 Penalty: 1902.898438
	Iteration 10Q: 3 clusters Score -17333.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17335.207031 Penalty: 1902.898438
	Iteration 11Q: 3 clusters Score -17335.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17335.207031 Penalty: 1902.898438
	Iteration 12F: 3 clusters Score -17335.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 80156 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Entering Unmasked Estep 
Score: -85948816.000000 Penalty: 87117.382812
Splitting cluster 13 changes total score from -85947728.000000 to -85948816.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -115755.125000 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -115755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114392.320312 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -114392.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114926.445312 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -114926.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -115146.953125 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -115147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115238.234375 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -115238.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115262.125000 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -115262.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -115274.546875 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -115274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115283.015625 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -115283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -115290.117188 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -115290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115293.093750 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -115293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115294.562500 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -115294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115294.562500 Penalty: 2237.125244
	Iteration 10F: 3 clusters Score -115294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Entering Unmasked Estep 
Score: -10708598.000000 Penalty: 1834.906128
	Iteration 0F: 2 clusters Score -1.07086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10659397.000000 Penalty: 3669.812256
	Iteration 0F: 3 clusters Score -1.06594e+07 nChanged 38195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -10681189.000000 Penalty: 3669.812256
	Iteration 1F: 3 clusters Score -1.068119e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -10682155.000000 Penalty: 3669.812256
	Iteration 2Q: 3 clusters Score -1.068216e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -10683189.000000 Penalty: 3669.812256
	Iteration 3Q: 3 clusters Score -1.068319e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -10684873.000000 Penalty: 3669.812256
	Iteration 4Q: 3 clusters Score -1.068487e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -10687616.000000 Penalty: 3669.812256
	Iteration 5F: 3 clusters Score -1.068762e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -10691468.000000 Penalty: 3669.812256
	Iteration 6F: 3 clusters Score -1.069147e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -10696018.000000 Penalty: 3669.812256
	Iteration 7F: 3 clusters Score -1.069602e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -10700224.000000 Penalty: 3669.812256
	Iteration 8F: 3 clusters Score -1.070022e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -10703331.000000 Penalty: 3669.812256
	Iteration 9F: 3 clusters Score -1.070333e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -10704975.000000 Penalty: 3669.812256
	Iteration 10Q: 3 clusters Score -1.070498e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -10706241.000000 Penalty: 3669.812256
	Iteration 11Q: 3 clusters Score -1.070624e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -10707269.000000 Penalty: 3669.812256
	Iteration 12Q: 3 clusters Score -1.070727e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -10708164.000000 Penalty: 3669.812256
	Iteration 13Q: 3 clusters Score -1.070816e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -10708768.000000 Penalty: 3669.812256
	Iteration 14Q: 3 clusters Score -1.070877e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -10709191.000000 Penalty: 3669.812256
	Iteration 15Q: 3 clusters Score -1.070919e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -10709460.000000 Penalty: 3669.812256
	Iteration 16Q: 3 clusters Score -1.070946e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -10709610.000000 Penalty: 3669.812256
	Iteration 17Q: 3 clusters Score -1.070961e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -10709690.000000 Penalty: 3669.812256
	Iteration 18Q: 3 clusters Score -1.070969e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -10709767.000000 Penalty: 3669.812256
	Iteration 19Q: 3 clusters Score -1.070977e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -10709764.000000 Penalty: 3669.812256
	Iteration 20F: 3 clusters Score -1.070976e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -10709797.000000 Penalty: 3669.812256
	Iteration 21Q: 3 clusters Score -1.07098e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -10709834.000000 Penalty: 3669.812256
	Iteration 22Q: 3 clusters Score -1.070983e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 23Q: 3 clusters Score -1.070984e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 24Q: 3 clusters Score -1.070984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -10709829.000000 Penalty: 3669.812256
	Iteration 25Q: 3 clusters Score -1.070983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -10709823.000000 Penalty: 3669.812256
	Iteration 26Q: 3 clusters Score -1.070982e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -10709825.000000 Penalty: 3669.812256
	Iteration 27Q: 3 clusters Score -1.070982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -10709821.000000 Penalty: 3669.812256
	Iteration 28Q: 3 clusters Score -1.070982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 29Q: 3 clusters Score -1.070984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 30Q: 3 clusters Score -1.070984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -10709829.000000 Penalty: 3669.812256
	Iteration 31Q: 3 clusters Score -1.070983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 32Q: 3 clusters Score -1.070984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -10709843.000000 Penalty: 3669.812256
	Iteration 33Q: 3 clusters Score -1.070984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -10709845.000000 Penalty: 3669.812256
	Iteration 34Q: 3 clusters Score -1.070984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 35Q: 3 clusters Score -1.070984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -10709830.000000 Penalty: 3669.812256
	Iteration 36Q: 3 clusters Score -1.070983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -10709821.000000 Penalty: 3669.812256
	Iteration 37Q: 3 clusters Score -1.070982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -10709829.000000 Penalty: 3669.812256
	Iteration 38Q: 3 clusters Score -1.070983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -10709829.000000 Penalty: 3669.812256
	Iteration 39Q: 3 clusters Score -1.070983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -10709828.000000 Penalty: 3669.812256
	Iteration 40F: 3 clusters Score -1.070983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 41Q: 3 clusters Score -1.070984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -10709831.000000 Penalty: 3669.812256
	Iteration 42Q: 3 clusters Score -1.070983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -10709835.000000 Penalty: 3669.812256
	Iteration 43Q: 3 clusters Score -1.070984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -10709825.000000 Penalty: 3669.812256
	Iteration 44Q: 3 clusters Score -1.070982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -10709828.000000 Penalty: 3669.812256
	Iteration 45Q: 3 clusters Score -1.070983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -10709832.000000 Penalty: 3669.812256
	Iteration 46Q: 3 clusters Score -1.070983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -10709831.000000 Penalty: 3669.812256
	Iteration 47Q: 3 clusters Score -1.070983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -10709826.000000 Penalty: 3669.812256
	Iteration 48Q: 3 clusters Score -1.070983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -10709827.000000 Penalty: 3669.812256
	Iteration 49Q: 3 clusters Score -1.070983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 50Q: 3 clusters Score -1.070984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -10709846.000000 Penalty: 3669.812256
	Iteration 51Q: 3 clusters Score -1.070985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -10709845.000000 Penalty: 3669.812256
	Iteration 52Q: 3 clusters Score -1.070984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -10709860.000000 Penalty: 3669.812256
	Iteration 53Q: 3 clusters Score -1.070986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -10709842.000000 Penalty: 3669.812256
	Iteration 54Q: 3 clusters Score -1.070984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 55Q: 3 clusters Score -1.070984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -10709838.000000 Penalty: 3669.812256
	Iteration 56Q: 3 clusters Score -1.070984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -10709840.000000 Penalty: 3669.812256
	Iteration 57Q: 3 clusters Score -1.070984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -10709841.000000 Penalty: 3669.812256
	Iteration 58Q: 3 clusters Score -1.070984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -10709833.000000 Penalty: 3669.812256
	Iteration 59Q: 3 clusters Score -1.070983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -10709825.000000 Penalty: 3669.812256
	Iteration 60F: 3 clusters Score -1.070982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -10709851.000000 Penalty: 3669.812256
	Iteration 61Q: 3 clusters Score -1.070985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -10709847.000000 Penalty: 3669.812256
	Iteration 62Q: 3 clusters Score -1.070985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -10709845.000000 Penalty: 3669.812256
	Iteration 63Q: 3 clusters Score -1.070984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -10709828.000000 Penalty: 3669.812256
	Iteration 64Q: 3 clusters Score -1.070983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -10709834.000000 Penalty: 3669.812256
	Iteration 65Q: 3 clusters Score -1.070983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 66Q: 3 clusters Score -1.070984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -10709834.000000 Penalty: 3669.812256
	Iteration 67Q: 3 clusters Score -1.070983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -10709829.000000 Penalty: 3669.812256
	Iteration 68Q: 3 clusters Score -1.070983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 69Q: 3 clusters Score -1.070984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 70Q: 3 clusters Score -1.070984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -10709841.000000 Penalty: 3669.812256
	Iteration 71Q: 3 clusters Score -1.070984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -10709841.000000 Penalty: 3669.812256
	Iteration 72Q: 3 clusters Score -1.070984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -10709849.000000 Penalty: 3669.812256
	Iteration 73Q: 3 clusters Score -1.070985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -10709851.000000 Penalty: 3669.812256
	Iteration 74Q: 3 clusters Score -1.070985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -10709848.000000 Penalty: 3669.812256
	Iteration 75Q: 3 clusters Score -1.070985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -10709867.000000 Penalty: 3669.812256
	Iteration 76Q: 3 clusters Score -1.070987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 3669.812256
	Iteration 77Q: 3 clusters Score -1.070987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -10709854.000000 Penalty: 3669.812256
	Iteration 78Q: 3 clusters Score -1.070985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -10709855.000000 Penalty: 3669.812256
	Iteration 79Q: 3 clusters Score -1.070986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 80F: 3 clusters Score -1.070984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -10709852.000000 Penalty: 3669.812256
	Iteration 81Q: 3 clusters Score -1.070985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -10709842.000000 Penalty: 3669.812256
	Iteration 82Q: 3 clusters Score -1.070984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 83Q: 3 clusters Score -1.070984e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -10709818.000000 Penalty: 3669.812256
	Iteration 84Q: 3 clusters Score -1.070982e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 85Q: 3 clusters Score -1.070984e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -10709854.000000 Penalty: 3669.812256
	Iteration 86Q: 3 clusters Score -1.070985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 3669.812256
	Iteration 87Q: 3 clusters Score -1.070987e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -10709870.000000 Penalty: 3669.812256
	Iteration 88Q: 3 clusters Score -1.070987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -10709883.000000 Penalty: 3669.812256
	Iteration 89Q: 3 clusters Score -1.070988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -10709868.000000 Penalty: 3669.812256
	Iteration 90Q: 3 clusters Score -1.070987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -10709880.000000 Penalty: 3669.812256
	Iteration 91Q: 3 clusters Score -1.070988e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -10709889.000000 Penalty: 3669.812256
	Iteration 92Q: 3 clusters Score -1.070989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -10709905.000000 Penalty: 3669.812256
	Iteration 93Q: 3 clusters Score -1.07099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -10709899.000000 Penalty: 3669.812256
	Iteration 94Q: 3 clusters Score -1.07099e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -10709894.000000 Penalty: 3669.812256
	Iteration 95Q: 3 clusters Score -1.070989e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -10709875.000000 Penalty: 3669.812256
	Iteration 96Q: 3 clusters Score -1.070988e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10709882.000000 Penalty: 3669.812256
	Iteration 97Q: 3 clusters Score -1.070988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -10709853.000000 Penalty: 3669.812256
	Iteration 98Q: 3 clusters Score -1.070985e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -10709848.000000 Penalty: 3669.812256
	Iteration 99Q: 3 clusters Score -1.070985e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -10709847.000000 Penalty: 3669.812256
	Iteration 100F: 3 clusters Score -1.070985e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -10709838.000000 Penalty: 3669.812256
	Iteration 101Q: 3 clusters Score -1.070984e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -10709828.000000 Penalty: 3669.812256
	Iteration 102Q: 3 clusters Score -1.070983e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -10709818.000000 Penalty: 3669.812256
	Iteration 103Q: 3 clusters Score -1.070982e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -10709826.000000 Penalty: 3669.812256
	Iteration 104Q: 3 clusters Score -1.070983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -10709835.000000 Penalty: 3669.812256
	Iteration 105Q: 3 clusters Score -1.070984e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -10709823.000000 Penalty: 3669.812256
	Iteration 106Q: 3 clusters Score -1.070982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -10709833.000000 Penalty: 3669.812256
	Iteration 107Q: 3 clusters Score -1.070983e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -10709850.000000 Penalty: 3669.812256
	Iteration 108Q: 3 clusters Score -1.070985e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -10709863.000000 Penalty: 3669.812256
	Iteration 109Q: 3 clusters Score -1.070986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -10709851.000000 Penalty: 3669.812256
	Iteration 110Q: 3 clusters Score -1.070985e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -10709850.000000 Penalty: 3669.812256
	Iteration 111Q: 3 clusters Score -1.070985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -10709898.000000 Penalty: 3669.812256
	Iteration 112Q: 3 clusters Score -1.07099e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -10709894.000000 Penalty: 3669.812256
	Iteration 113Q: 3 clusters Score -1.070989e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -10709886.000000 Penalty: 3669.812256
	Iteration 114Q: 3 clusters Score -1.070989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -10709872.000000 Penalty: 3669.812256
	Iteration 115Q: 3 clusters Score -1.070987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10709879.000000 Penalty: 3669.812256
	Iteration 116Q: 3 clusters Score -1.070988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -10709867.000000 Penalty: 3669.812256
	Iteration 117Q: 3 clusters Score -1.070987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -10709849.000000 Penalty: 3669.812256
	Iteration 118Q: 3 clusters Score -1.070985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -10709858.000000 Penalty: 3669.812256
	Iteration 119Q: 3 clusters Score -1.070986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -10709853.000000 Penalty: 3669.812256
	Iteration 120F: 3 clusters Score -1.070985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -10709854.000000 Penalty: 3669.812256
	Iteration 121Q: 3 clusters Score -1.070985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -10709854.000000 Penalty: 3669.812256
	Iteration 122Q: 3 clusters Score -1.070985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -10709857.000000 Penalty: 3669.812256
	Iteration 123Q: 3 clusters Score -1.070986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 3669.812256
	Iteration 124Q: 3 clusters Score -1.070987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -10709835.000000 Penalty: 3669.812256
	Iteration 125Q: 3 clusters Score -1.070984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -10709840.000000 Penalty: 3669.812256
	Iteration 126Q: 3 clusters Score -1.070984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10709842.000000 Penalty: 3669.812256
	Iteration 127Q: 3 clusters Score -1.070984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -10709842.000000 Penalty: 3669.812256
	Iteration 128Q: 3 clusters Score -1.070984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -10709851.000000 Penalty: 3669.812256
	Iteration 129Q: 3 clusters Score -1.070985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -10709859.000000 Penalty: 3669.812256
	Iteration 130Q: 3 clusters Score -1.070986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -10709852.000000 Penalty: 3669.812256
	Iteration 131Q: 3 clusters Score -1.070985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -10709873.000000 Penalty: 3669.812256
	Iteration 132Q: 3 clusters Score -1.070987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -10709873.000000 Penalty: 3669.812256
	Iteration 133Q: 3 clusters Score -1.070987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -10709883.000000 Penalty: 3669.812256
	Iteration 134Q: 3 clusters Score -1.070988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -10709852.000000 Penalty: 3669.812256
	Iteration 135Q: 3 clusters Score -1.070985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 3669.812256
	Iteration 136Q: 3 clusters Score -1.070987e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -10709879.000000 Penalty: 3669.812256
	Iteration 137Q: 3 clusters Score -1.070988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -10709898.000000 Penalty: 3669.812256
	Iteration 138Q: 3 clusters Score -1.07099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10709885.000000 Penalty: 3669.812256
	Iteration 139Q: 3 clusters Score -1.070988e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -10709876.000000 Penalty: 3669.812256
	Iteration 140F: 3 clusters Score -1.070988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -10709879.000000 Penalty: 3669.812256
	Iteration 141Q: 3 clusters Score -1.070988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -10709881.000000 Penalty: 3669.812256
	Iteration 142Q: 3 clusters Score -1.070988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -10709881.000000 Penalty: 3669.812256
	Iteration 143Q: 3 clusters Score -1.070988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -10709880.000000 Penalty: 3669.812256
	Iteration 144Q: 3 clusters Score -1.070988e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 3669.812256
	Iteration 145Q: 3 clusters Score -1.070987e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -10709865.000000 Penalty: 3669.812256
	Iteration 146Q: 3 clusters Score -1.070986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -10709885.000000 Penalty: 3669.812256
	Iteration 147Q: 3 clusters Score -1.070988e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -10709870.000000 Penalty: 3669.812256
	Iteration 148Q: 3 clusters Score -1.070987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -10709864.000000 Penalty: 3669.812256
	Iteration 149Q: 3 clusters Score -1.070986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -10709881.000000 Penalty: 3669.812256
	Iteration 150Q: 3 clusters Score -1.070988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -10709889.000000 Penalty: 3669.812256
	Iteration 151Q: 3 clusters Score -1.070989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -10709883.000000 Penalty: 3669.812256
	Iteration 152Q: 3 clusters Score -1.070988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -10709892.000000 Penalty: 3669.812256
	Iteration 153Q: 3 clusters Score -1.070989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -10709871.000000 Penalty: 3669.812256
	Iteration 154Q: 3 clusters Score -1.070987e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -10709873.000000 Penalty: 3669.812256
	Iteration 155Q: 3 clusters Score -1.070987e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -10709869.000000 Penalty: 3669.812256
	Iteration 156Q: 3 clusters Score -1.070987e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -10709892.000000 Penalty: 3669.812256
	Iteration 157Q: 3 clusters Score -1.070989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -10709883.000000 Penalty: 3669.812256
	Iteration 158Q: 3 clusters Score -1.070988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -10709860.000000 Penalty: 3669.812256
	Iteration 159Q: 3 clusters Score -1.070986e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -10709847.000000 Penalty: 3669.812256
	Iteration 160F: 3 clusters Score -1.070985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -10709847.000000 Penalty: 3669.812256
	Iteration 161Q: 3 clusters Score -1.070985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -10709840.000000 Penalty: 3669.812256
	Iteration 162Q: 3 clusters Score -1.070984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -10709846.000000 Penalty: 3669.812256
	Iteration 163Q: 3 clusters Score -1.070985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -10709857.000000 Penalty: 3669.812256
	Iteration 164Q: 3 clusters Score -1.070986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -10709854.000000 Penalty: 3669.812256
	Iteration 165Q: 3 clusters Score -1.070985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -10709841.000000 Penalty: 3669.812256
	Iteration 166Q: 3 clusters Score -1.070984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -10709843.000000 Penalty: 3669.812256
	Iteration 167Q: 3 clusters Score -1.070984e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 168Q: 3 clusters Score -1.070984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -10709831.000000 Penalty: 3669.812256
	Iteration 169Q: 3 clusters Score -1.070983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -10709849.000000 Penalty: 3669.812256
	Iteration 170Q: 3 clusters Score -1.070985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 171Q: 3 clusters Score -1.070984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -10709838.000000 Penalty: 3669.812256
	Iteration 172Q: 3 clusters Score -1.070984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -10709844.000000 Penalty: 3669.812256
	Iteration 173Q: 3 clusters Score -1.070984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -10709845.000000 Penalty: 3669.812256
	Iteration 174Q: 3 clusters Score -1.070984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -10709852.000000 Penalty: 3669.812256
	Iteration 175Q: 3 clusters Score -1.070985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -10709839.000000 Penalty: 3669.812256
	Iteration 176Q: 3 clusters Score -1.070984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -10709837.000000 Penalty: 3669.812256
	Iteration 177Q: 3 clusters Score -1.070984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -10709842.000000 Penalty: 3669.812256
	Iteration 178Q: 3 clusters Score -1.070984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -10709832.000000 Penalty: 3669.812256
	Iteration 179Q: 3 clusters Score -1.070983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -10709828.000000 Penalty: 3669.812256
	Iteration 180F: 3 clusters Score -1.070983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -10709836.000000 Penalty: 3669.812256
	Iteration 181Q: 3 clusters Score -1.070984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -10709840.000000 Penalty: 3669.812256
	Iteration 182Q: 3 clusters Score -1.070984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -10709835.000000 Penalty: 3669.812256
	Iteration 183Q: 3 clusters Score -1.070984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -10709835.000000 Penalty: 3669.812256
	Iteration 184F: 3 clusters Score -1.070984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Entering Unmasked Estep 
Score: -85949872.000000 Penalty: 89295.312500
Splitting cluster 15 changes total score from -85947728.000000 to -85949872.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -64757.207031 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -64757.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63698.121094 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -63698.12 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63953.160156 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -63953.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64171.433594 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -64171.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64344.140625 Penalty: 2070.773926
	Iteration 3F: 3 clusters Score -64344.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64410.605469 Penalty: 2070.773926
	Iteration 4F: 3 clusters Score -64410.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64439.320312 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -64439.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64469.378906 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -64469.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64497.296875 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -64497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64512.343750 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -64512.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64515.691406 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -64515.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64519.050781 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -64519.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64519.050781 Penalty: 2070.773926
	Iteration 11F: 3 clusters Score -64519.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -247639.734375 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -247639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -245556.140625 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -245556.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246055.859375 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -246055.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -246241.046875 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -246241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -246345.000000 Penalty: 2466.205078
	Iteration 3F: 3 clusters Score -246345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -246424.765625 Penalty: 2466.205078
	Iteration 4Q: 3 clusters Score -246424.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -246482.656250 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -246482.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246531.343750 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -246531.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246564.312500 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -246564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246579.093750 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -246579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246592.296875 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -246592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -246604.296875 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -246604.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -246614.109375 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -246614.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -246620.671875 Penalty: 2466.205078
	Iteration 12Q: 3 clusters Score -246620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -246623.687500 Penalty: 2466.205078
	Iteration 13Q: 3 clusters Score -246623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -246626.843750 Penalty: 2466.205078
	Iteration 14Q: 3 clusters Score -246626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -246630.109375 Penalty: 2466.205078
	Iteration 15Q: 3 clusters Score -246630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246632.953125 Penalty: 2466.205078
	Iteration 16Q: 3 clusters Score -246633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246634.984375 Penalty: 2466.205078
	Iteration 17Q: 3 clusters Score -246635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -246637.140625 Penalty: 2466.205078
	Iteration 18Q: 3 clusters Score -246637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246639.312500 Penalty: 2466.205078
	Iteration 19Q: 3 clusters Score -246639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -246640.984375 Penalty: 2466.205078
	Iteration 20F: 3 clusters Score -246641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -246642.046875 Penalty: 2466.205078
	Iteration 21Q: 3 clusters Score -246642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246643.343750 Penalty: 2466.205078
	Iteration 22Q: 3 clusters Score -246643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -246646.046875 Penalty: 2466.205078
	Iteration 23Q: 3 clusters Score -246646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -246647.734375 Penalty: 2466.205078
	Iteration 24Q: 3 clusters Score -246647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246648.968750 Penalty: 2466.205078
	Iteration 25Q: 3 clusters Score -246649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246649.875000 Penalty: 2466.205078
	Iteration 26Q: 3 clusters Score -246649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246649.875000 Penalty: 2466.205078
	Iteration 27F: 3 clusters Score -246649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -1646938.875000 Penalty: 1537.264160
	Iteration 0F: 2 clusters Score -1646939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1637970.250000 Penalty: 3074.528320
	Iteration 0F: 3 clusters Score -1637970 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1641109.375000 Penalty: 3074.528320
	Iteration 1F: 3 clusters Score -1641109 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1641541.750000 Penalty: 3074.528320
	Iteration 2F: 3 clusters Score -1641542 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1642008.125000 Penalty: 3074.528320
	Iteration 3F: 3 clusters Score -1642008 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1642506.750000 Penalty: 3074.528320
	Iteration 4F: 3 clusters Score -1642507 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1643062.625000 Penalty: 3074.528320
	Iteration 5F: 3 clusters Score -1643063 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1643605.000000 Penalty: 3074.528320
	Iteration 6F: 3 clusters Score -1643605 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1644102.875000 Penalty: 3074.528320
	Iteration 7F: 3 clusters Score -1644103 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1644487.875000 Penalty: 3074.528320
	Iteration 8Q: 3 clusters Score -1644488 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1644774.500000 Penalty: 3074.528320
	Iteration 9Q: 3 clusters Score -1644774 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1645020.250000 Penalty: 3074.528320
	Iteration 10Q: 3 clusters Score -1645020 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1645235.000000 Penalty: 3074.528320
	Iteration 11Q: 3 clusters Score -1645235 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1645411.750000 Penalty: 3074.528320
	Iteration 12Q: 3 clusters Score -1645412 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1645562.875000 Penalty: 3074.528320
	Iteration 13Q: 3 clusters Score -1645563 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1645704.250000 Penalty: 3074.528320
	Iteration 14Q: 3 clusters Score -1645704 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1645872.750000 Penalty: 3074.528320
	Iteration 15Q: 3 clusters Score -1645873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1645989.125000 Penalty: 3074.528320
	Iteration 16Q: 3 clusters Score -1645989 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1646066.625000 Penalty: 3074.528320
	Iteration 17Q: 3 clusters Score -1646067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1646125.750000 Penalty: 3074.528320
	Iteration 18Q: 3 clusters Score -1646126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1646175.250000 Penalty: 3074.528320
	Iteration 19Q: 3 clusters Score -1646175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1646214.875000 Penalty: 3074.528320
	Iteration 20F: 3 clusters Score -1646215 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1646239.375000 Penalty: 3074.528320
	Iteration 21Q: 3 clusters Score -1646239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1646271.125000 Penalty: 3074.528320
	Iteration 22Q: 3 clusters Score -1646271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1646294.625000 Penalty: 3074.528320
	Iteration 23Q: 3 clusters Score -1646295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1646314.375000 Penalty: 3074.528320
	Iteration 24Q: 3 clusters Score -1646314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1646333.250000 Penalty: 3074.528320
	Iteration 25Q: 3 clusters Score -1646333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1646350.875000 Penalty: 3074.528320
	Iteration 26Q: 3 clusters Score -1646351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1646365.125000 Penalty: 3074.528320
	Iteration 27Q: 3 clusters Score -1646365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1646381.625000 Penalty: 3074.528320
	Iteration 28Q: 3 clusters Score -1646382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1646389.000000 Penalty: 3074.528320
	Iteration 29Q: 3 clusters Score -1646389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1646398.625000 Penalty: 3074.528320
	Iteration 30Q: 3 clusters Score -1646399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1646412.250000 Penalty: 3074.528320
	Iteration 31Q: 3 clusters Score -1646412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1646420.500000 Penalty: 3074.528320
	Iteration 32Q: 3 clusters Score -1646420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1646433.500000 Penalty: 3074.528320
	Iteration 33Q: 3 clusters Score -1646434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1646440.625000 Penalty: 3074.528320
	Iteration 34Q: 3 clusters Score -1646441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1646448.250000 Penalty: 3074.528320
	Iteration 35Q: 3 clusters Score -1646448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1646451.125000 Penalty: 3074.528320
	Iteration 36Q: 3 clusters Score -1646451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1646454.125000 Penalty: 3074.528320
	Iteration 37Q: 3 clusters Score -1646454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1646460.875000 Penalty: 3074.528320
	Iteration 38Q: 3 clusters Score -1646461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1646463.375000 Penalty: 3074.528320
	Iteration 39Q: 3 clusters Score -1646463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1646469.125000 Penalty: 3074.528320
	Iteration 40F: 3 clusters Score -1646469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1646463.875000 Penalty: 3074.528320
	Iteration 41Q: 3 clusters Score -1646464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1646466.625000 Penalty: 3074.528320
	Iteration 42Q: 3 clusters Score -1646467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1646467.125000 Penalty: 3074.528320
	Iteration 43Q: 3 clusters Score -1646467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1646468.375000 Penalty: 3074.528320
	Iteration 44Q: 3 clusters Score -1646468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1646469.750000 Penalty: 3074.528320
	Iteration 45Q: 3 clusters Score -1646470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1646469.125000 Penalty: 3074.528320
	Iteration 46Q: 3 clusters Score -1646469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1646470.750000 Penalty: 3074.528320
	Iteration 47Q: 3 clusters Score -1646471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1646470.750000 Penalty: 3074.528320
	Iteration 48F: 3 clusters Score -1646471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -21339.580078 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -21339.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20506.162109 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -20506.16 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20879.257812 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -20879.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21228.468750 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -21228.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21486.253906 Penalty: 1956.042847
	Iteration 3F: 3 clusters Score -21486.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21618.447266 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -21618.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21696.919922 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -21696.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21742.525391 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -21742.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21773.089844 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -21773.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21781.839844 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -21781.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21812.498047 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -21812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21834.722656 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -21834.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21837.876953 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -21837.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21841.000000 Penalty: 1956.042847
	Iteration 12F: 3 clusters Score -21841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21860.968750 Penalty: 1956.042847
	Iteration 13Q: 3 clusters Score -21860.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21876.759766 Penalty: 1956.042847
	Iteration 14Q: 3 clusters Score -21876.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21930.833984 Penalty: 1956.042847
	Iteration 15Q: 3 clusters Score -21930.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22056.839844 Penalty: 1956.042847
	Iteration 16Q: 3 clusters Score -22056.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22166.007812 Penalty: 1956.042847
	Iteration 17Q: 3 clusters Score -22166.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22249.904297 Penalty: 1956.042847
	Iteration 18Q: 3 clusters Score -22249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22302.492188 Penalty: 1956.042847
	Iteration 19Q: 3 clusters Score -22302.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22362.332031 Penalty: 1956.042847
	Iteration 20F: 3 clusters Score -22362.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22406.107422 Penalty: 1956.042847
	Iteration 21Q: 3 clusters Score -22406.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22497.689453 Penalty: 1956.042847
	Iteration 22Q: 3 clusters Score -22497.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22573.927734 Penalty: 1956.042847
	Iteration 23Q: 3 clusters Score -22573.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22589.511719 Penalty: 1956.042847
	Iteration 24Q: 3 clusters Score -22589.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22589.511719 Penalty: 1956.042847
	Iteration 25F: 3 clusters Score -22589.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Entering Unmasked Estep 
Score: -85949904.000000 Penalty: 91473.250000
Splitting cluster 19 changes total score from -85947728.000000 to -85949904.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -72527.546875 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -72527.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71472.632812 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -71472.63 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71795.632812 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -71795.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72002.960938 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -72002.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72236.210938 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -72236.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72376.867188 Penalty: 2076.282471
	Iteration 4F: 3 clusters Score -72376.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72565.398438 Penalty: 2076.282471
	Iteration 5F: 3 clusters Score -72565.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72658.789062 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -72658.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72705.703125 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -72705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72749.328125 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -72749.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72758.765625 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -72758.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72770.414062 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -72770.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72770.976562 Penalty: 2076.282471
	Iteration 11F: 3 clusters Score -72770.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72784.984375 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -72784.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72797.140625 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -72797.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72805.500000 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -72805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72808.570312 Penalty: 2076.282471
	Iteration 15Q: 3 clusters Score -72808.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72812.078125 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -72812.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72814.101562 Penalty: 2076.282471
	Iteration 17Q: 3 clusters Score -72814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72814.101562 Penalty: 2076.282471
	Iteration 18F: 3 clusters Score -72814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16848 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Entering Unmasked Estep 
Score: -85949072.000000 Penalty: 93651.179688
Splitting cluster 20 changes total score from -85947728.000000 to -85949072.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -650040.750000 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -650040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -646061.000000 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -646061 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -647198.187500 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -647198.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -647415.437500 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -647415.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -647588.687500 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -647588.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -647770.000000 Penalty: 2767.957764
	Iteration 4F: 3 clusters Score -647770 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -647950.250000 Penalty: 2767.957764
	Iteration 5F: 3 clusters Score -647950.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -648136.875000 Penalty: 2767.957764
	Iteration 6F: 3 clusters Score -648136.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -648343.375000 Penalty: 2767.957764
	Iteration 7F: 3 clusters Score -648343.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -648526.750000 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -648526.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -648673.875000 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -648673.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -648777.000000 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -648777 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -648853.750000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -648853.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -648904.812500 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -648904.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -648955.875000 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -648955.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -649001.687500 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -649001.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -649025.250000 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -649025.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -649041.187500 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -649041.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -649053.312500 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -649053.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -649062.125000 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -649062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -649070.562500 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -649070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -649075.062500 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -649075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -649083.812500 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -649083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -649088.125000 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -649088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -649092.000000 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -649092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -649096.125000 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -649096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -649100.312500 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -649100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -649102.812500 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -649102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -649103.750000 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -649103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -649105.062500 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -649105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -649110.062500 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -649110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -649114.250000 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -649114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -649117.437500 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -649117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -649119.125000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -649119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -649119.125000 Penalty: 2767.957764
	Iteration 33F: 3 clusters Score -649119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -2374046.750000 Penalty: 1594.472656
	Iteration 0F: 2 clusters Score -2374047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2361529.500000 Penalty: 3188.945312
	Iteration 0F: 3 clusters Score -2361530 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2366259.000000 Penalty: 3188.945312
	Iteration 1F: 3 clusters Score -2366259 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2366731.250000 Penalty: 3188.945312
	Iteration 2F: 3 clusters Score -2366731 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2367285.000000 Penalty: 3188.945312
	Iteration 3F: 3 clusters Score -2367285 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2367952.750000 Penalty: 3188.945312
	Iteration 4F: 3 clusters Score -2367953 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2368806.500000 Penalty: 3188.945312
	Iteration 5F: 3 clusters Score -2368806 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2369763.000000 Penalty: 3188.945312
	Iteration 6F: 3 clusters Score -2369763 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2370632.250000 Penalty: 3188.945312
	Iteration 7F: 3 clusters Score -2370632 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2371351.500000 Penalty: 3188.945312
	Iteration 8Q: 3 clusters Score -2371352 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2371974.250000 Penalty: 3188.945312
	Iteration 9Q: 3 clusters Score -2371974 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2372350.500000 Penalty: 3188.945312
	Iteration 10Q: 3 clusters Score -2372350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2372618.000000 Penalty: 3188.945312
	Iteration 11Q: 3 clusters Score -2372618 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2372742.750000 Penalty: 3188.945312
	Iteration 12Q: 3 clusters Score -2372743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2372791.250000 Penalty: 3188.945312
	Iteration 13Q: 3 clusters Score -2372791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2372823.000000 Penalty: 3188.945312
	Iteration 14Q: 3 clusters Score -2372823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2372833.500000 Penalty: 3188.945312
	Iteration 15Q: 3 clusters Score -2372834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2372840.250000 Penalty: 3188.945312
	Iteration 16Q: 3 clusters Score -2372840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2372845.750000 Penalty: 3188.945312
	Iteration 17Q: 3 clusters Score -2372846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2372847.750000 Penalty: 3188.945312
	Iteration 18Q: 3 clusters Score -2372848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2372846.000000 Penalty: 3188.945312
	Iteration 19Q: 3 clusters Score -2372846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2372846.500000 Penalty: 3188.945312
	Iteration 20F: 3 clusters Score -2372846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2372849.000000 Penalty: 3188.945312
	Iteration 21Q: 3 clusters Score -2372849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2372848.250000 Penalty: 3188.945312
	Iteration 22Q: 3 clusters Score -2372848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2372848.750000 Penalty: 3188.945312
	Iteration 23Q: 3 clusters Score -2372849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2372850.500000 Penalty: 3188.945312
	Iteration 24Q: 3 clusters Score -2372850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2372851.250000 Penalty: 3188.945312
	Iteration 25Q: 3 clusters Score -2372851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2372849.250000 Penalty: 3188.945312
	Iteration 26Q: 3 clusters Score -2372849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2372848.500000 Penalty: 3188.945312
	Iteration 27Q: 3 clusters Score -2372848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2372848.500000 Penalty: 3188.945312
	Iteration 28Q: 3 clusters Score -2372848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2372850.250000 Penalty: 3188.945312
	Iteration 29Q: 3 clusters Score -2372850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2372850.250000 Penalty: 3188.945312
	Iteration 30F: 3 clusters Score -2372850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -2732265.000000 Penalty: 1581.447876
	Iteration 0F: 2 clusters Score -2732265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2720781.250000 Penalty: 3162.895752
	Iteration 0F: 3 clusters Score -2720781 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2726127.500000 Penalty: 3162.895752
	Iteration 1F: 3 clusters Score -2726128 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2727348.000000 Penalty: 3162.895752
	Iteration 2F: 3 clusters Score -2727348 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2728582.750000 Penalty: 3162.895752
	Iteration 3F: 3 clusters Score -2728583 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2730002.000000 Penalty: 3162.895752
	Iteration 4F: 3 clusters Score -2730002 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2731522.000000 Penalty: 3162.895752
	Iteration 5F: 3 clusters Score -2731522 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2732815.500000 Penalty: 3162.895752
	Iteration 6F: 3 clusters Score -2732816 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2733824.500000 Penalty: 3162.895752
	Iteration 7Q: 3 clusters Score -2733824 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2734524.750000 Penalty: 3162.895752
	Iteration 8Q: 3 clusters Score -2734525 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2735104.750000 Penalty: 3162.895752
	Iteration 9Q: 3 clusters Score -2735105 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2735669.250000 Penalty: 3162.895752
	Iteration 10Q: 3 clusters Score -2735669 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2736171.250000 Penalty: 3162.895752
	Iteration 11Q: 3 clusters Score -2736171 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2736488.750000 Penalty: 3162.895752
	Iteration 12Q: 3 clusters Score -2736489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2736647.500000 Penalty: 3162.895752
	Iteration 13Q: 3 clusters Score -2736648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2736755.750000 Penalty: 3162.895752
	Iteration 14Q: 3 clusters Score -2736756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2736852.000000 Penalty: 3162.895752
	Iteration 15Q: 3 clusters Score -2736852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2736947.500000 Penalty: 3162.895752
	Iteration 16Q: 3 clusters Score -2736948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2737042.500000 Penalty: 3162.895752
	Iteration 17Q: 3 clusters Score -2737042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2737161.000000 Penalty: 3162.895752
	Iteration 18Q: 3 clusters Score -2737161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2737357.750000 Penalty: 3162.895752
	Iteration 19Q: 3 clusters Score -2737358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2737709.000000 Penalty: 3162.895752
	Iteration 20F: 3 clusters Score -2737709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2738273.500000 Penalty: 3162.895752
	Iteration 21Q: 3 clusters Score -2738274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2739387.500000 Penalty: 3162.895752
	Iteration 22Q: 3 clusters Score -2739388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2740342.250000 Penalty: 3162.895752
	Iteration 23Q: 3 clusters Score -2740342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2740361.000000 Penalty: 3162.895752
	Iteration 24Q: 3 clusters Score -2740361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2740361.000000 Penalty: 3162.895752
	Iteration 25F: 3 clusters Score -2740361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Entering Unmasked Estep 
Score: -85956488.000000 Penalty: 95829.117188
Splitting cluster 23 changes total score from -85947728.000000 to -85956488.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 24 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -79230.382812 Penalty: 1069.353760
	Iteration 0F: 2 clusters Score -79230.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78114.304688 Penalty: 2138.707520
	Iteration 0F: 3 clusters Score -78114.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78592.828125 Penalty: 2138.707520
	Iteration 1F: 3 clusters Score -78592.83 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79090.343750 Penalty: 2138.707520
	Iteration 2F: 3 clusters Score -79090.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79468.921875 Penalty: 2138.707520
	Iteration 3F: 3 clusters Score -79468.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79723.398438 Penalty: 2138.707520
	Iteration 4F: 3 clusters Score -79723.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79930.195312 Penalty: 2138.707520
	Iteration 5Q: 3 clusters Score -79930.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80072.562500 Penalty: 2138.707520
	Iteration 6Q: 3 clusters Score -80072.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80188.062500 Penalty: 2138.707520
	Iteration 7Q: 3 clusters Score -80188.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80308.750000 Penalty: 2138.707520
	Iteration 8Q: 3 clusters Score -80308.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80336.679688 Penalty: 2138.707520
	Iteration 9Q: 3 clusters Score -80336.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80354.367188 Penalty: 2138.707520
	Iteration 10Q: 3 clusters Score -80354.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80366.906250 Penalty: 2138.707520
	Iteration 11Q: 3 clusters Score -80366.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80374.546875 Penalty: 2138.707520
	Iteration 12Q: 3 clusters Score -80374.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80375.523438 Penalty: 2138.707520
	Iteration 13Q: 3 clusters Score -80375.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80375.789062 Penalty: 2138.707520
	Iteration 14Q: 3 clusters Score -80375.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80376.773438 Penalty: 2138.707520
	Iteration 15F: 3 clusters Score -80376.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80386.984375 Penalty: 2138.707520
	Iteration 16Q: 3 clusters Score -80386.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80390.312500 Penalty: 2138.707520
	Iteration 17Q: 3 clusters Score -80390.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80390.312500 Penalty: 2138.707520
	Iteration 18F: 3 clusters Score -80390.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Entering Unmasked Estep 
Score: -85956512.000000 Penalty: 98007.054688
Splitting cluster 24 changes total score from -85947728.000000 to -85956512.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -33438.808594 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -33438.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32577.976562 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -32577.98 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32994.800781 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -32994.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33185.652344 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -33185.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33246.410156 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -33246.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33279.824219 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -33279.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33281.351562 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -33281.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33282.511719 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -33282.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33288.699219 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -33288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33289.414062 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -33289.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33290.500000 Penalty: 1966.163452
	Iteration 9F: 3 clusters Score -33290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33313.492188 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -33313.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33313.492188 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -33313.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -69771.234375 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -69771.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68630.062500 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -68630.06 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68864.593750 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -68864.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69009.890625 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -69009.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69121.593750 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -69121.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69188.437500 Penalty: 2085.968506
	Iteration 4F: 3 clusters Score -69188.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69219.554688 Penalty: 2085.968506
	Iteration 5Q: 3 clusters Score -69219.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69228.468750 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -69228.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69233.640625 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -69233.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69234.484375 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -69234.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69234.484375 Penalty: 2085.968506
	Iteration 9F: 3 clusters Score -69234.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Entering Unmasked Estep 
Score: -6300158.000000 Penalty: 1749.899292
	Iteration 0F: 2 clusters Score -6300158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -6268561.000000 Penalty: 3499.798584
	Iteration 0F: 3 clusters Score -6268561 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6282047.500000 Penalty: 3499.798584
	Iteration 1F: 3 clusters Score -6282048 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -6283275.000000 Penalty: 3499.798584
	Iteration 2F: 3 clusters Score -6283275 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -6285120.000000 Penalty: 3499.798584
	Iteration 3F: 3 clusters Score -6285120 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -6287836.000000 Penalty: 3499.798584
	Iteration 4F: 3 clusters Score -6287836 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6291138.500000 Penalty: 3499.798584
	Iteration 5F: 3 clusters Score -6291138 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -6293994.500000 Penalty: 3499.798584
	Iteration 6F: 3 clusters Score -6293994 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -6295922.000000 Penalty: 3499.798584
	Iteration 7Q: 3 clusters Score -6295922 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6296947.000000 Penalty: 3499.798584
	Iteration 8Q: 3 clusters Score -6296947 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -6297480.000000 Penalty: 3499.798584
	Iteration 9Q: 3 clusters Score -6297480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -6297807.500000 Penalty: 3499.798584
	Iteration 10Q: 3 clusters Score -6297808 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6298079.000000 Penalty: 3499.798584
	Iteration 11Q: 3 clusters Score -6298079 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6298296.000000 Penalty: 3499.798584
	Iteration 12Q: 3 clusters Score -6298296 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -6298468.000000 Penalty: 3499.798584
	Iteration 13Q: 3 clusters Score -6298468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -6298595.500000 Penalty: 3499.798584
	Iteration 14Q: 3 clusters Score -6298596 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -6298712.500000 Penalty: 3499.798584
	Iteration 15Q: 3 clusters Score -6298712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -6298760.500000 Penalty: 3499.798584
	Iteration 16Q: 3 clusters Score -6298760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -6298826.500000 Penalty: 3499.798584
	Iteration 17Q: 3 clusters Score -6298826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6298865.500000 Penalty: 3499.798584
	Iteration 18Q: 3 clusters Score -6298866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6298877.000000 Penalty: 3499.798584
	Iteration 19Q: 3 clusters Score -6298877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -6298901.000000 Penalty: 3499.798584
	Iteration 20F: 3 clusters Score -6298901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -6298921.000000 Penalty: 3499.798584
	Iteration 21Q: 3 clusters Score -6298921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -6298941.500000 Penalty: 3499.798584
	Iteration 22Q: 3 clusters Score -6298942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -6298959.000000 Penalty: 3499.798584
	Iteration 23Q: 3 clusters Score -6298959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6298974.500000 Penalty: 3499.798584
	Iteration 24Q: 3 clusters Score -6298974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6298998.000000 Penalty: 3499.798584
	Iteration 25Q: 3 clusters Score -6298998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6299013.000000 Penalty: 3499.798584
	Iteration 26Q: 3 clusters Score -6299013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6299014.000000 Penalty: 3499.798584
	Iteration 27Q: 3 clusters Score -6299014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6299021.500000 Penalty: 3499.798584
	Iteration 28Q: 3 clusters Score -6299022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6299031.500000 Penalty: 3499.798584
	Iteration 29Q: 3 clusters Score -6299032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6299040.000000 Penalty: 3499.798584
	Iteration 30Q: 3 clusters Score -6299040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6299043.000000 Penalty: 3499.798584
	Iteration 31Q: 3 clusters Score -6299043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -6299040.000000 Penalty: 3499.798584
	Iteration 32Q: 3 clusters Score -6299040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6299040.000000 Penalty: 3499.798584
	Iteration 33Q: 3 clusters Score -6299040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -6299039.500000 Penalty: 3499.798584
	Iteration 34Q: 3 clusters Score -6299040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6299048.000000 Penalty: 3499.798584
	Iteration 35Q: 3 clusters Score -6299048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -6299058.500000 Penalty: 3499.798584
	Iteration 36Q: 3 clusters Score -6299058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6299056.000000 Penalty: 3499.798584
	Iteration 37Q: 3 clusters Score -6299056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6299061.500000 Penalty: 3499.798584
	Iteration 38Q: 3 clusters Score -6299062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6299056.000000 Penalty: 3499.798584
	Iteration 39Q: 3 clusters Score -6299056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6299053.000000 Penalty: 3499.798584
	Iteration 40F: 3 clusters Score -6299053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6299053.500000 Penalty: 3499.798584
	Iteration 41Q: 3 clusters Score -6299054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6299053.500000 Penalty: 3499.798584
	Iteration 42F: 3 clusters Score -6299054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Entering Unmasked Estep 
Score: -12128581.000000 Penalty: 1855.360596
	Iteration 0F: 2 clusters Score -1.212858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -12077758.000000 Penalty: 3710.721191
	Iteration 0F: 3 clusters Score -1.207776e+07 nChanged 43415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -12102998.000000 Penalty: 3710.721191
	Iteration 1F: 3 clusters Score -1.2103e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -12103898.000000 Penalty: 3710.721191
	Iteration 2Q: 3 clusters Score -1.21039e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -12105058.000000 Penalty: 3710.721191
	Iteration 3Q: 3 clusters Score -1.210506e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -12106763.000000 Penalty: 3710.721191
	Iteration 4Q: 3 clusters Score -1.210676e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -12109138.000000 Penalty: 3710.721191
	Iteration 5Q: 3 clusters Score -1.210914e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -12112540.000000 Penalty: 3710.721191
	Iteration 6F: 3 clusters Score -1.211254e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -12117542.000000 Penalty: 3710.721191
	Iteration 7F: 3 clusters Score -1.211754e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -12123226.000000 Penalty: 3710.721191
	Iteration 8F: 3 clusters Score -1.212323e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -12127716.000000 Penalty: 3710.721191
	Iteration 9F: 3 clusters Score -1.212772e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -12129911.000000 Penalty: 3710.721191
	Iteration 10Q: 3 clusters Score -1.212991e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -12131149.000000 Penalty: 3710.721191
	Iteration 11Q: 3 clusters Score -1.213115e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -12131828.000000 Penalty: 3710.721191
	Iteration 12Q: 3 clusters Score -1.213183e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -12132477.000000 Penalty: 3710.721191
	Iteration 13Q: 3 clusters Score -1.213248e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -12132871.000000 Penalty: 3710.721191
	Iteration 14Q: 3 clusters Score -1.213287e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -12133244.000000 Penalty: 3710.721191
	Iteration 15Q: 3 clusters Score -1.213324e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -12133448.000000 Penalty: 3710.721191
	Iteration 16Q: 3 clusters Score -1.213345e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -12133609.000000 Penalty: 3710.721191
	Iteration 17Q: 3 clusters Score -1.213361e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -12133716.000000 Penalty: 3710.721191
	Iteration 18Q: 3 clusters Score -1.213372e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -12133720.000000 Penalty: 3710.721191
	Iteration 19Q: 3 clusters Score -1.213372e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -12133754.000000 Penalty: 3710.721191
	Iteration 20F: 3 clusters Score -1.213375e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -12133800.000000 Penalty: 3710.721191
	Iteration 21Q: 3 clusters Score -1.21338e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3710.721191
	Iteration 22Q: 3 clusters Score -1.213382e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -12133866.000000 Penalty: 3710.721191
	Iteration 23Q: 3 clusters Score -1.213387e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -12133860.000000 Penalty: 3710.721191
	Iteration 24Q: 3 clusters Score -1.213386e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -12133896.000000 Penalty: 3710.721191
	Iteration 25Q: 3 clusters Score -1.21339e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -12133899.000000 Penalty: 3710.721191
	Iteration 26Q: 3 clusters Score -1.21339e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -12133841.000000 Penalty: 3710.721191
	Iteration 27Q: 3 clusters Score -1.213384e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -12133852.000000 Penalty: 3710.721191
	Iteration 28Q: 3 clusters Score -1.213385e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -12133846.000000 Penalty: 3710.721191
	Iteration 29Q: 3 clusters Score -1.213385e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12133850.000000 Penalty: 3710.721191
	Iteration 30Q: 3 clusters Score -1.213385e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -12133840.000000 Penalty: 3710.721191
	Iteration 31Q: 3 clusters Score -1.213384e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -12133844.000000 Penalty: 3710.721191
	Iteration 32Q: 3 clusters Score -1.213384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -12133852.000000 Penalty: 3710.721191
	Iteration 33Q: 3 clusters Score -1.213385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3710.721191
	Iteration 34Q: 3 clusters Score -1.213385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -12133845.000000 Penalty: 3710.721191
	Iteration 35Q: 3 clusters Score -1.213384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -12133848.000000 Penalty: 3710.721191
	Iteration 36Q: 3 clusters Score -1.213385e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3710.721191
	Iteration 37Q: 3 clusters Score -1.213385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -12133860.000000 Penalty: 3710.721191
	Iteration 38Q: 3 clusters Score -1.213386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3710.721191
	Iteration 39Q: 3 clusters Score -1.213385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -12133843.000000 Penalty: 3710.721191
	Iteration 40F: 3 clusters Score -1.213384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -12133841.000000 Penalty: 3710.721191
	Iteration 41Q: 3 clusters Score -1.213384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -12133847.000000 Penalty: 3710.721191
	Iteration 42Q: 3 clusters Score -1.213385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -12133847.000000 Penalty: 3710.721191
	Iteration 43Q: 3 clusters Score -1.213385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -12133857.000000 Penalty: 3710.721191
	Iteration 44Q: 3 clusters Score -1.213386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -12133856.000000 Penalty: 3710.721191
	Iteration 45Q: 3 clusters Score -1.213386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -12133839.000000 Penalty: 3710.721191
	Iteration 46Q: 3 clusters Score -1.213384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3710.721191
	Iteration 47Q: 3 clusters Score -1.213384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -12133851.000000 Penalty: 3710.721191
	Iteration 48Q: 3 clusters Score -1.213385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -12133847.000000 Penalty: 3710.721191
	Iteration 49Q: 3 clusters Score -1.213385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -12133854.000000 Penalty: 3710.721191
	Iteration 50Q: 3 clusters Score -1.213385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -12133846.000000 Penalty: 3710.721191
	Iteration 51Q: 3 clusters Score -1.213385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -12133845.000000 Penalty: 3710.721191
	Iteration 52Q: 3 clusters Score -1.213384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -12133854.000000 Penalty: 3710.721191
	Iteration 53Q: 3 clusters Score -1.213385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -12133855.000000 Penalty: 3710.721191
	Iteration 54Q: 3 clusters Score -1.213386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -12133861.000000 Penalty: 3710.721191
	Iteration 55Q: 3 clusters Score -1.213386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -12133874.000000 Penalty: 3710.721191
	Iteration 56Q: 3 clusters Score -1.213387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -12133868.000000 Penalty: 3710.721191
	Iteration 57Q: 3 clusters Score -1.213387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3710.721191
	Iteration 58Q: 3 clusters Score -1.213385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -12133845.000000 Penalty: 3710.721191
	Iteration 59Q: 3 clusters Score -1.213384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -12133839.000000 Penalty: 3710.721191
	Iteration 60F: 3 clusters Score -1.213384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -12133843.000000 Penalty: 3710.721191
	Iteration 61Q: 3 clusters Score -1.213384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -12133841.000000 Penalty: 3710.721191
	Iteration 62Q: 3 clusters Score -1.213384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -12133827.000000 Penalty: 3710.721191
	Iteration 63Q: 3 clusters Score -1.213383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -12133837.000000 Penalty: 3710.721191
	Iteration 64Q: 3 clusters Score -1.213384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -12133846.000000 Penalty: 3710.721191
	Iteration 65Q: 3 clusters Score -1.213385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -12133841.000000 Penalty: 3710.721191
	Iteration 66Q: 3 clusters Score -1.213384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -12133840.000000 Penalty: 3710.721191
	Iteration 67Q: 3 clusters Score -1.213384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -12133839.000000 Penalty: 3710.721191
	Iteration 68Q: 3 clusters Score -1.213384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -12133831.000000 Penalty: 3710.721191
	Iteration 69Q: 3 clusters Score -1.213383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -12133837.000000 Penalty: 3710.721191
	Iteration 70Q: 3 clusters Score -1.213384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -12133832.000000 Penalty: 3710.721191
	Iteration 71Q: 3 clusters Score -1.213383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -12133831.000000 Penalty: 3710.721191
	Iteration 72Q: 3 clusters Score -1.213383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -12133835.000000 Penalty: 3710.721191
	Iteration 73Q: 3 clusters Score -1.213384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -12133839.000000 Penalty: 3710.721191
	Iteration 74Q: 3 clusters Score -1.213384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -12133845.000000 Penalty: 3710.721191
	Iteration 75Q: 3 clusters Score -1.213384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -12133842.000000 Penalty: 3710.721191
	Iteration 76Q: 3 clusters Score -1.213384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -12133842.000000 Penalty: 3710.721191
	Iteration 77Q: 3 clusters Score -1.213384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3710.721191
	Iteration 78Q: 3 clusters Score -1.213384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -12133843.000000 Penalty: 3710.721191
	Iteration 79Q: 3 clusters Score -1.213384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3710.721191
	Iteration 80F: 3 clusters Score -1.213385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -12133835.000000 Penalty: 3710.721191
	Iteration 81Q: 3 clusters Score -1.213384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -12133834.000000 Penalty: 3710.721191
	Iteration 82Q: 3 clusters Score -1.213383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -12133834.000000 Penalty: 3710.721191
	Iteration 83Q: 3 clusters Score -1.213383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -12133833.000000 Penalty: 3710.721191
	Iteration 84Q: 3 clusters Score -1.213383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3710.721191
	Iteration 85Q: 3 clusters Score -1.213384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3710.721191
	Iteration 86F: 3 clusters Score -1.213384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Mstep: Class 46 contains 29081 members 
Entering Unmasked Estep 
Score: -85960760.000000 Penalty: 100184.984375
Splitting cluster 28 changes total score from -85947728.000000 to -85960760.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (58319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Entering Unmasked Estep 
Score: -7734481.000000 Penalty: 1783.223511
	Iteration 0F: 2 clusters Score -7734481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7695510.500000 Penalty: 3566.447021
	Iteration 0F: 3 clusters Score -7695510 nChanged 27494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -7711529.000000 Penalty: 3566.447021
	Iteration 1F: 3 clusters Score -7711529 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -7712503.000000 Penalty: 3566.447021
	Iteration 2Q: 3 clusters Score -7712503 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -7713961.000000 Penalty: 3566.447021
	Iteration 3Q: 3 clusters Score -7713961 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -7715852.500000 Penalty: 3566.447021
	Iteration 4F: 3 clusters Score -7715852 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7718490.500000 Penalty: 3566.447021
	Iteration 5F: 3 clusters Score -7718490 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -7721952.500000 Penalty: 3566.447021
	Iteration 6F: 3 clusters Score -7721952 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -7725108.000000 Penalty: 3566.447021
	Iteration 7F: 3 clusters Score -7725108 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -7727591.000000 Penalty: 3566.447021
	Iteration 8Q: 3 clusters Score -7727591 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7729227.500000 Penalty: 3566.447021
	Iteration 9Q: 3 clusters Score -7729228 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7730345.500000 Penalty: 3566.447021
	Iteration 10Q: 3 clusters Score -7730346 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7731045.000000 Penalty: 3566.447021
	Iteration 11Q: 3 clusters Score -7731045 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7731573.500000 Penalty: 3566.447021
	Iteration 12Q: 3 clusters Score -7731574 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7731925.000000 Penalty: 3566.447021
	Iteration 13Q: 3 clusters Score -7731925 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7732190.000000 Penalty: 3566.447021
	Iteration 14Q: 3 clusters Score -7732190 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7732373.000000 Penalty: 3566.447021
	Iteration 15Q: 3 clusters Score -7732373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7732504.000000 Penalty: 3566.447021
	Iteration 16Q: 3 clusters Score -7732504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7732606.000000 Penalty: 3566.447021
	Iteration 17Q: 3 clusters Score -7732606 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7732673.500000 Penalty: 3566.447021
	Iteration 18Q: 3 clusters Score -7732674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7732740.000000 Penalty: 3566.447021
	Iteration 19Q: 3 clusters Score -7732740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7732798.000000 Penalty: 3566.447021
	Iteration 20F: 3 clusters Score -7732798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7732817.500000 Penalty: 3566.447021
	Iteration 21Q: 3 clusters Score -7732818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7732842.000000 Penalty: 3566.447021
	Iteration 22Q: 3 clusters Score -7732842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7732855.000000 Penalty: 3566.447021
	Iteration 23Q: 3 clusters Score -7732855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7732877.500000 Penalty: 3566.447021
	Iteration 24Q: 3 clusters Score -7732878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7732903.000000 Penalty: 3566.447021
	Iteration 25Q: 3 clusters Score -7732903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7732916.500000 Penalty: 3566.447021
	Iteration 26Q: 3 clusters Score -7732916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7732922.000000 Penalty: 3566.447021
	Iteration 27Q: 3 clusters Score -7732922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7732935.500000 Penalty: 3566.447021
	Iteration 28Q: 3 clusters Score -7732936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7732941.500000 Penalty: 3566.447021
	Iteration 29Q: 3 clusters Score -7732942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7732946.500000 Penalty: 3566.447021
	Iteration 30Q: 3 clusters Score -7732946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7732947.500000 Penalty: 3566.447021
	Iteration 31Q: 3 clusters Score -7732948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7732958.500000 Penalty: 3566.447021
	Iteration 32Q: 3 clusters Score -7732958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7732966.500000 Penalty: 3566.447021
	Iteration 33Q: 3 clusters Score -7732966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7732972.000000 Penalty: 3566.447021
	Iteration 34Q: 3 clusters Score -7732972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7732972.500000 Penalty: 3566.447021
	Iteration 35Q: 3 clusters Score -7732972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7732972.500000 Penalty: 3566.447021
	Iteration 36F: 3 clusters Score -7732972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -59884.753906 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -59884.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58840.847656 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -58840.85 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59107.031250 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -59107.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59227.535156 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -59227.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59294.789062 Penalty: 2056.579346
	Iteration 3F: 3 clusters Score -59294.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59349.257812 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -59349.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59399.437500 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -59399.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59453.496094 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -59453.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59532.691406 Penalty: 2056.579346
	Iteration 7F: 3 clusters Score -59532.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59626.421875 Penalty: 2056.579346
	Iteration 8F: 3 clusters Score -59626.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59737.179688 Penalty: 2056.579346
	Iteration 9F: 3 clusters Score -59737.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59828.582031 Penalty: 2056.579346
	Iteration 10Q: 3 clusters Score -59828.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59896.578125 Penalty: 2056.579346
	Iteration 11Q: 3 clusters Score -59896.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59937.031250 Penalty: 2056.579346
	Iteration 12Q: 3 clusters Score -59937.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59938.585938 Penalty: 2056.579346
	Iteration 13Q: 3 clusters Score -59938.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59940.621094 Penalty: 2056.579346
	Iteration 14Q: 3 clusters Score -59940.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59940.621094 Penalty: 2056.579346
	Iteration 15F: 3 clusters Score -59940.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Mstep: Class 46 contains 29081 members 
Mstep: Class 47 contains 328 members 
Entering Unmasked Estep 
Score: -85959696.000000 Penalty: 102362.921875
Splitting cluster 30 changes total score from -85947728.000000 to -85959696.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 31 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -1250767.375000 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -1250767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1243876.875000 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -1243877 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1246175.875000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -1246176 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1246605.875000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -1246606 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1247025.875000 Penalty: 2980.972412
	Iteration 3F: 3 clusters Score -1247026 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1247376.125000 Penalty: 2980.972412
	Iteration 4F: 3 clusters Score -1247376 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1247650.500000 Penalty: 2980.972412
	Iteration 5F: 3 clusters Score -1247650 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1247882.250000 Penalty: 2980.972412
	Iteration 6Q: 3 clusters Score -1247882 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1248127.125000 Penalty: 2980.972412
	Iteration 7Q: 3 clusters Score -1248127 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1248367.125000 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -1248367 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1248583.875000 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -1248584 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1248762.625000 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -1248763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1248933.375000 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -1248933 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1249078.000000 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -1249078 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1249266.125000 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -1249266 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1249444.625000 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -1249445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1249586.000000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -1249586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1249684.500000 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -1249684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1249749.875000 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -1249750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1249804.375000 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -1249804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1249854.750000 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -1249855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1249875.750000 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -1249876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1249892.750000 Penalty: 2980.972412
	Iteration 21Q: 3 clusters Score -1249893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1249901.375000 Penalty: 2980.972412
	Iteration 22Q: 3 clusters Score -1249901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1249909.375000 Penalty: 2980.972412
	Iteration 23Q: 3 clusters Score -1249909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1249915.375000 Penalty: 2980.972412
	Iteration 24Q: 3 clusters Score -1249915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1249924.375000 Penalty: 2980.972412
	Iteration 25Q: 3 clusters Score -1249924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1249930.250000 Penalty: 2980.972412
	Iteration 26Q: 3 clusters Score -1249930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1249931.625000 Penalty: 2980.972412
	Iteration 27Q: 3 clusters Score -1249932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1249939.750000 Penalty: 2980.972412
	Iteration 28Q: 3 clusters Score -1249940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1249941.000000 Penalty: 2980.972412
	Iteration 29Q: 3 clusters Score -1249941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1249946.750000 Penalty: 2980.972412
	Iteration 30Q: 3 clusters Score -1249947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1249956.750000 Penalty: 2980.972412
	Iteration 31Q: 3 clusters Score -1249957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1249960.875000 Penalty: 2980.972412
	Iteration 32Q: 3 clusters Score -1249961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1249974.000000 Penalty: 2980.972412
	Iteration 33Q: 3 clusters Score -1249974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1249982.750000 Penalty: 2980.972412
	Iteration 34Q: 3 clusters Score -1249983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1249993.625000 Penalty: 2980.972412
	Iteration 35Q: 3 clusters Score -1249994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1250010.000000 Penalty: 2980.972412
	Iteration 36Q: 3 clusters Score -1250010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1250024.500000 Penalty: 2980.972412
	Iteration 37Q: 3 clusters Score -1250024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1250032.500000 Penalty: 2980.972412
	Iteration 38Q: 3 clusters Score -1250032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1250037.375000 Penalty: 2980.972412
	Iteration 39Q: 3 clusters Score -1250037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1250042.750000 Penalty: 2980.972412
	Iteration 40F: 3 clusters Score -1250043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1250052.500000 Penalty: 2980.972412
	Iteration 41Q: 3 clusters Score -1250052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1250054.625000 Penalty: 2980.972412
	Iteration 42Q: 3 clusters Score -1250055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1250062.250000 Penalty: 2980.972412
	Iteration 43Q: 3 clusters Score -1250062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1250065.875000 Penalty: 2980.972412
	Iteration 44Q: 3 clusters Score -1250066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1250071.000000 Penalty: 2980.972412
	Iteration 45Q: 3 clusters Score -1250071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1250072.000000 Penalty: 2980.972412
	Iteration 46Q: 3 clusters Score -1250072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1250071.000000 Penalty: 2980.972412
	Iteration 47Q: 3 clusters Score -1250071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1250074.625000 Penalty: 2980.972412
	Iteration 48Q: 3 clusters Score -1250075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1250075.250000 Penalty: 2980.972412
	Iteration 49Q: 3 clusters Score -1250075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1250078.625000 Penalty: 2980.972412
	Iteration 50Q: 3 clusters Score -1250079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1250077.125000 Penalty: 2980.972412
	Iteration 51Q: 3 clusters Score -1250077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1250081.125000 Penalty: 2980.972412
	Iteration 52Q: 3 clusters Score -1250081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1250079.750000 Penalty: 2980.972412
	Iteration 53Q: 3 clusters Score -1250080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1250079.750000 Penalty: 2980.972412
	Iteration 54F: 3 clusters Score -1250080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -39192.484375 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -39192.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38274.277344 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -38274.28 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38891.632812 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -38891.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39520.617188 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -39520.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39975.316406 Penalty: 2015.824097
	Iteration 3F: 3 clusters Score -39975.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40260.527344 Penalty: 2015.824097
	Iteration 4F: 3 clusters Score -40260.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40400.347656 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -40400.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40469.355469 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -40469.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40525.488281 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -40525.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40582.472656 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -40582.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40607.550781 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -40607.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40626.324219 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -40626.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40627.753906 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -40627.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40627.753906 Penalty: 2015.824097
	Iteration 12F: 3 clusters Score -40627.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Mstep: Class 46 contains 29081 members 
Mstep: Class 47 contains 328 members 
Mstep: Class 48 contains 244 members 
Entering Unmasked Estep 
Score: -85959952.000000 Penalty: 104540.851562
Splitting cluster 32 changes total score from -85947728.000000 to -85959952.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 33 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -223714.375000 Penalty: 1192.780396
	Iteration 0F: 2 clusters Score -223714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -221981.484375 Penalty: 2385.560791
	Iteration 0F: 3 clusters Score -221981.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222513.328125 Penalty: 2385.560791
	Iteration 1F: 3 clusters Score -222513.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -222786.390625 Penalty: 2385.560791
	Iteration 2F: 3 clusters Score -222786.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223049.406250 Penalty: 2385.560791
	Iteration 3F: 3 clusters Score -223049.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223287.500000 Penalty: 2385.560791
	Iteration 4F: 3 clusters Score -223287.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -223460.250000 Penalty: 2385.560791
	Iteration 5F: 3 clusters Score -223460.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223568.046875 Penalty: 2385.560791
	Iteration 6Q: 3 clusters Score -223568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223632.828125 Penalty: 2385.560791
	Iteration 7Q: 3 clusters Score -223632.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -223664.859375 Penalty: 2385.560791
	Iteration 8Q: 3 clusters Score -223664.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223693.593750 Penalty: 2385.560791
	Iteration 9Q: 3 clusters Score -223693.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223715.187500 Penalty: 2385.560791
	Iteration 10Q: 3 clusters Score -223715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -223738.968750 Penalty: 2385.560791
	Iteration 11Q: 3 clusters Score -223739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -223755.578125 Penalty: 2385.560791
	Iteration 12Q: 3 clusters Score -223755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -223766.062500 Penalty: 2385.560791
	Iteration 13Q: 3 clusters Score -223766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -223774.125000 Penalty: 2385.560791
	Iteration 14Q: 3 clusters Score -223774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -223779.484375 Penalty: 2385.560791
	Iteration 15Q: 3 clusters Score -223779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223781.000000 Penalty: 2385.560791
	Iteration 16Q: 3 clusters Score -223781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -223781.125000 Penalty: 2385.560791
	Iteration 17Q: 3 clusters Score -223781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -223781.125000 Penalty: 2385.560791
	Iteration 18F: 3 clusters Score -223781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 689 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 1843 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Mstep: Class 46 contains 29081 members 
Mstep: Class 47 contains 328 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 852 members 
Entering Unmasked Estep 
Score: -85959024.000000 Penalty: 106718.789062
Splitting cluster 33 changes total score from -85947728.000000 to -85959024.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 34 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -253329.984375 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -253330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -251268.640625 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -251268.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251805.546875 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -251805.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252015.671875 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -252015.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252175.312500 Penalty: 2473.848877
	Iteration 3F: 3 clusters Score -252175.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -252282.375000 Penalty: 2473.848877
	Iteration 4F: 3 clusters Score -252282.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -252366.875000 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -252366.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -252452.328125 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -252452.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -252520.625000 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -252520.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -252580.171875 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -252580.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -252629.140625 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -252629.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -252660.062500 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -252660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -252693.312500 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -252693.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -252718.546875 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -252718.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -252732.906250 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -252732.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -252748.218750 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -252748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -252759.921875 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -252759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -252762.968750 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -252763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -252764.812500 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -252764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -252765.437500 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -252765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -252767.671875 Penalty: 2473.848877
	Iteration 19F: 3 clusters Score -252767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -252780.156250 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -252780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -252785.312500 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -252785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -252788.171875 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -252788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -252789.921875 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -252789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -252789.921875 Penalty: 2473.848877
	Iteration 24F: 3 clusters Score -252789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -290469.218750 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -290469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -288482.062500 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -288482.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289090.187500 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -289090.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -289522.312500 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -289522.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289801.375000 Penalty: 2443.723633
	Iteration 3F: 3 clusters Score -289801.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290004.062500 Penalty: 2443.723633
	Iteration 4F: 3 clusters Score -290004.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -290185.593750 Penalty: 2443.723633
	Iteration 5F: 3 clusters Score -290185.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -290378.593750 Penalty: 2443.723633
	Iteration 6F: 3 clusters Score -290378.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -290555.531250 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -290555.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -290674.687500 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -290674.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290721.031250 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -290721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290742.781250 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -290742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -290744.843750 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -290744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290746.125000 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -290746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290748.812500 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -290748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -290750.937500 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -290750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290751.406250 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -290751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290751.406250 Penalty: 2443.723633
	Iteration 16F: 3 clusters Score -290751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 689 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28288 members 
Mstep: Class 37 contains 518 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 66851 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 50077 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 353 members 
Mstep: Class 45 contains 394 members 
Mstep: Class 46 contains 29081 members 
Mstep: Class 47 contains 328 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 852 members 
Mstep: Class 50 contains 1014 members 
Entering Unmasked Estep 
Score: -85958328.000000 Penalty: 108896.726562
Splitting cluster 35 changes total score from -85947728.000000 to -85958328.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29788 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 54749 members 
Mstep: Class 10 contains 80873 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47506 members 
Mstep: Class 28 contains 61827 members 
Mstep: Class 29 contains 58319 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 689 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 1896.143921 but Gain 2177.937500
Score: -85964976.000000 Penalty: 106718.789062
Iteration 79Q: 50 clusters Score -8.596498e+07 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 30196 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 20054 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 630 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 54435 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 22168 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30491 members 
Mstep: Class 16 contains 589 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18441 members 
Mstep: Class 23 contains 16547 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 47547 members 
Mstep: Class 28 contains 62876 members 
Mstep: Class 29 contains 58153 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 9776 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 701 members 
Mstep: Class 34 contains 2040 members 
Mstep: Class 35 contains 827 members 
Mstep: Class 36 contains 27189 members 
Mstep: Class 37 contains 514 members 
Mstep: Class 38 contains 359 members 
Mstep: Class 39 contains 65801 members 
Mstep: Class 41 contains 49398 members 
Mstep: Class 42 contains 209 members 
Mstep: Class 43 contains 368 members 
Mstep: Class 44 contains 354 members 
Mstep: Class 45 contains 396 members 
Mstep: Class 46 contains 28259 members 
Mstep: Class 47 contains 327 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 830 members 
Mstep: Class 50 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 1859.445068 but Gain 2177.937500
Score: -85973256.000000 Penalty: 104540.851562
Iteration 80F: 49 clusters Score -8.597326e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 30356 members 
Mstep: Class 3 contains 241 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 20144 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 53411 members 
Mstep: Class 10 contains 81519 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 22052 members 
Mstep: Class 13 contains 253 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 30614 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18496 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 46566 members 
Mstep: Class 28 contains 62612 members 
Mstep: Class 29 contains 57851 members 
Mstep: Class 31 contains 9676 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 2060 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 27570 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 425 members 
Mstep: Class 39 contains 65572 members 
Mstep: Class 41 contains 50435 members 
Mstep: Class 42 contains 219 members 
Mstep: Class 43 contains 374 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 408 members 
Mstep: Class 46 contains 29908 members 
Mstep: Class 47 contains 412 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 966 members 
Mstep: Class 50 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978016.000000 Penalty: 104540.851562
Iteration 81Q: 49 clusters Score -8.597802e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30486 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 20308 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 52528 members 
Mstep: Class 10 contains 81441 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 21954 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12545 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18555 members 
Mstep: Class 23 contains 16169 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 45701 members 
Mstep: Class 28 contains 62327 members 
Mstep: Class 29 contains 57678 members 
Mstep: Class 31 contains 9619 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 684 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 845 members 
Mstep: Class 36 contains 27813 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 65307 members 
Mstep: Class 41 contains 51137 members 
Mstep: Class 42 contains 220 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 31087 members 
Mstep: Class 47 contains 443 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 1011 members 
Mstep: Class 50 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979936.000000 Penalty: 104540.851562
Iteration 82Q: 49 clusters Score -8.597994e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 30598 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 51750 members 
Mstep: Class 10 contains 81397 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 21848 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 12479 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 23 contains 16094 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 44954 members 
Mstep: Class 28 contains 61993 members 
Mstep: Class 29 contains 57552 members 
Mstep: Class 31 contains 9573 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 691 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 28019 members 
Mstep: Class 37 contains 557 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 65052 members 
Mstep: Class 41 contains 51762 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 32099 members 
Mstep: Class 47 contains 452 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 1026 members 
Mstep: Class 50 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981280.000000 Penalty: 104540.851562
Iteration 83Q: 49 clusters Score -8.598128e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30756 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 20646 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 81195 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 21747 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 18579 members 
Mstep: Class 23 contains 16049 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44357 members 
Mstep: Class 28 contains 61623 members 
Mstep: Class 29 contains 57434 members 
Mstep: Class 31 contains 9530 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 692 members 
Mstep: Class 34 contains 2094 members 
Mstep: Class 35 contains 871 members 
Mstep: Class 36 contains 28215 members 
Mstep: Class 37 contains 546 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64889 members 
Mstep: Class 41 contains 52315 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 33039 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1045 members 
Mstep: Class 50 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982760.000000 Penalty: 104540.851562
Iteration 84Q: 49 clusters Score -8.598276e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30897 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20770 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 50523 members 
Mstep: Class 10 contains 80921 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 12 contains 21663 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 31724 members 
Mstep: Class 16 contains 610 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 18587 members 
Mstep: Class 23 contains 16022 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43838 members 
Mstep: Class 28 contains 61206 members 
Mstep: Class 29 contains 57314 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 697 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 28366 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64770 members 
Mstep: Class 41 contains 52814 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 33993 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1047 members 
Mstep: Class 50 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983744.000000 Penalty: 104540.851562
Iteration 85Q: 49 clusters Score -8.598374e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 31013 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 50070 members 
Mstep: Class 10 contains 80670 members 
Mstep: Class 11 contains 1887 members 
Mstep: Class 12 contains 21611 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31999 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 12306 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18594 members 
Mstep: Class 23 contains 15998 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43370 members 
Mstep: Class 28 contains 60743 members 
Mstep: Class 29 contains 57244 members 
Mstep: Class 31 contains 9473 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 2121 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 28476 members 
Mstep: Class 37 contains 520 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64708 members 
Mstep: Class 41 contains 53223 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 34869 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1046 members 
Mstep: Class 50 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984472.000000 Penalty: 104540.851562
Iteration 86Q: 49 clusters Score -8.598447e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31167 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20921 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 49671 members 
Mstep: Class 10 contains 80414 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 12 contains 21588 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32312 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 12268 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18613 members 
Mstep: Class 23 contains 15979 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42908 members 
Mstep: Class 28 contains 60235 members 
Mstep: Class 29 contains 57141 members 
Mstep: Class 31 contains 9449 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2131 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 28554 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64646 members 
Mstep: Class 41 contains 53637 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 35693 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1043 members 
Mstep: Class 50 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985200.000000 Penalty: 104540.851562
Iteration 87Q: 49 clusters Score -8.59852e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31308 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 49301 members 
Mstep: Class 10 contains 80131 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 32633 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 15960 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42528 members 
Mstep: Class 28 contains 59658 members 
Mstep: Class 29 contains 57047 members 
Mstep: Class 31 contains 9441 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2143 members 
Mstep: Class 35 contains 902 members 
Mstep: Class 36 contains 28606 members 
Mstep: Class 37 contains 500 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64612 members 
Mstep: Class 41 contains 54089 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 36464 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985904.000000 Penalty: 104540.851562
Iteration 88Q: 49 clusters Score -8.59859e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31432 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21030 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48999 members 
Mstep: Class 10 contains 79773 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 32999 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 12221 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 18611 members 
Mstep: Class 23 contains 15946 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42187 members 
Mstep: Class 28 contains 59060 members 
Mstep: Class 29 contains 56931 members 
Mstep: Class 31 contains 9440 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2154 members 
Mstep: Class 35 contains 902 members 
Mstep: Class 36 contains 28652 members 
Mstep: Class 37 contains 492 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64565 members 
Mstep: Class 41 contains 54609 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 37200 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1059 members 
Mstep: Class 50 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986656.000000 Penalty: 104540.851562
Iteration 89Q: 49 clusters Score -8.598666e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31561 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48707 members 
Mstep: Class 10 contains 79419 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 21454 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 33344 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 23 contains 15932 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41890 members 
Mstep: Class 28 contains 58356 members 
Mstep: Class 29 contains 56852 members 
Mstep: Class 31 contains 9435 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 28710 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64492 members 
Mstep: Class 41 contains 55134 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 37930 members 
Mstep: Class 47 contains 457 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1065 members 
Mstep: Class 50 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986920.000000 Penalty: 104540.851562
Iteration 90Q: 49 clusters Score -8.598692e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31651 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21127 members 
Mstep: Class 6 contains 693 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48492 members 
Mstep: Class 10 contains 79026 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 21424 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 33692 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 15927 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41644 members 
Mstep: Class 28 contains 57764 members 
Mstep: Class 29 contains 56771 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2175 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 28751 members 
Mstep: Class 37 contains 477 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64438 members 
Mstep: Class 41 contains 55619 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 38552 members 
Mstep: Class 47 contains 457 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1068 members 
Mstep: Class 50 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987880.000000 Penalty: 104540.851562
Iteration 91Q: 49 clusters Score -8.598788e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31700 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21171 members 
Mstep: Class 6 contains 703 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 78652 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 21403 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 34037 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 12177 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18558 members 
Mstep: Class 23 contains 15925 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41434 members 
Mstep: Class 28 contains 57233 members 
Mstep: Class 29 contains 56685 members 
Mstep: Class 31 contains 9423 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2184 members 
Mstep: Class 35 contains 905 members 
Mstep: Class 36 contains 28752 members 
Mstep: Class 37 contains 467 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64408 members 
Mstep: Class 41 contains 56031 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 39155 members 
Mstep: Class 47 contains 459 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988336.000000 Penalty: 104540.851562
Iteration 92Q: 49 clusters Score -8.598834e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31732 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21196 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48197 members 
Mstep: Class 10 contains 78244 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 21395 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 34368 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 12163 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18535 members 
Mstep: Class 23 contains 15923 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41261 members 
Mstep: Class 28 contains 56707 members 
Mstep: Class 29 contains 56611 members 
Mstep: Class 31 contains 9411 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2190 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 28756 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64392 members 
Mstep: Class 41 contains 56436 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 39738 members 
Mstep: Class 47 contains 459 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988712.000000 Penalty: 104540.851562
Iteration 93Q: 49 clusters Score -8.598871e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31744 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21212 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48122 members 
Mstep: Class 10 contains 77846 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 34708 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41113 members 
Mstep: Class 28 contains 56151 members 
Mstep: Class 29 contains 56518 members 
Mstep: Class 31 contains 9405 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28765 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64390 members 
Mstep: Class 41 contains 56806 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 40284 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989096.000000 Penalty: 104540.851562
Iteration 94Q: 49 clusters Score -8.59891e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31785 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 48026 members 
Mstep: Class 10 contains 77472 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 35026 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40983 members 
Mstep: Class 28 contains 55623 members 
Mstep: Class 29 contains 56472 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2197 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28791 members 
Mstep: Class 37 contains 436 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64385 members 
Mstep: Class 41 contains 57090 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 40813 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989200.000000 Penalty: 104540.851562
Iteration 95Q: 49 clusters Score -8.59892e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31807 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21265 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47955 members 
Mstep: Class 10 contains 77102 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 21378 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 35322 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18519 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40873 members 
Mstep: Class 28 contains 55143 members 
Mstep: Class 29 contains 56414 members 
Mstep: Class 31 contains 9382 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28812 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64370 members 
Mstep: Class 41 contains 57397 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 41267 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989496.000000 Penalty: 104540.851562
Iteration 96Q: 49 clusters Score -8.59895e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31844 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21290 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47949 members 
Mstep: Class 10 contains 76742 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 21364 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 35609 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40776 members 
Mstep: Class 28 contains 54680 members 
Mstep: Class 29 contains 56345 members 
Mstep: Class 31 contains 9378 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28812 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64345 members 
Mstep: Class 41 contains 57733 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 41636 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989896.000000 Penalty: 104540.851562
Iteration 97Q: 49 clusters Score -8.59899e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31857 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21324 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47944 members 
Mstep: Class 10 contains 76404 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 35881 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 12089 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18489 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40703 members 
Mstep: Class 28 contains 54259 members 
Mstep: Class 29 contains 56262 members 
Mstep: Class 31 contains 9377 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2207 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28819 members 
Mstep: Class 37 contains 412 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 64319 members 
Mstep: Class 41 contains 58075 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 41959 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990144.000000 Penalty: 104540.851562
Iteration 98Q: 49 clusters Score -8.599014e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 31890 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21351 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47940 members 
Mstep: Class 10 contains 76093 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 21335 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36112 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 12073 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18475 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40640 members 
Mstep: Class 28 contains 53891 members 
Mstep: Class 29 contains 56166 members 
Mstep: Class 31 contains 9376 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2211 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28818 members 
Mstep: Class 37 contains 407 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 64297 members 
Mstep: Class 41 contains 58453 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 42198 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990736.000000 Penalty: 104540.851562
Iteration 99Q: 49 clusters Score -8.599074e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31942 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21360 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47916 members 
Mstep: Class 10 contains 75806 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 21329 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36309 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 12058 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18450 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 439 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40568 members 
Mstep: Class 28 contains 53547 members 
Mstep: Class 29 contains 56068 members 
Mstep: Class 31 contains 9374 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2214 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28839 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 64265 members 
Mstep: Class 41 contains 58821 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 42448 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991408.000000 Penalty: 104540.851562
Iteration 100F: 49 clusters Score -8.599141e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31999 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21370 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47867 members 
Mstep: Class 10 contains 75085 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 36446 members 
Mstep: Class 16 contains 610 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 12049 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18422 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 437 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40459 members 
Mstep: Class 28 contains 53241 members 
Mstep: Class 29 contains 56024 members 
Mstep: Class 31 contains 9368 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2218 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28853 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 431 members 
Mstep: Class 39 contains 64216 members 
Mstep: Class 41 contains 59172 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 43220 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991752.000000 Penalty: 104540.851562
Iteration 101Q: 49 clusters Score -8.599175e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32049 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47810 members 
Mstep: Class 10 contains 74346 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 21290 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 36557 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 225 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 18392 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40362 members 
Mstep: Class 28 contains 52983 members 
Mstep: Class 29 contains 55966 members 
Mstep: Class 31 contains 9363 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2220 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28863 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 432 members 
Mstep: Class 39 contains 64183 members 
Mstep: Class 41 contains 59543 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 43969 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992176.000000 Penalty: 104540.851562
Iteration 102Q: 49 clusters Score -8.599218e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32101 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47778 members 
Mstep: Class 10 contains 73581 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 21250 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 36635 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 12033 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 18374 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40288 members 
Mstep: Class 28 contains 52761 members 
Mstep: Class 29 contains 55914 members 
Mstep: Class 31 contains 9360 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28866 members 
Mstep: Class 37 contains 390 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64166 members 
Mstep: Class 41 contains 59927 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 44679 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992232.000000 Penalty: 104540.851562
Iteration 103Q: 49 clusters Score -8.599223e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32132 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21373 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 72804 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 21226 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 36722 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 12029 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 23 contains 15922 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40220 members 
Mstep: Class 28 contains 52552 members 
Mstep: Class 29 contains 55858 members 
Mstep: Class 31 contains 9362 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 2225 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28870 members 
Mstep: Class 37 contains 385 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64143 members 
Mstep: Class 41 contains 60289 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 386 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 45417 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992608.000000 Penalty: 104540.851562
Iteration 104Q: 49 clusters Score -8.599261e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 32156 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21381 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47749 members 
Mstep: Class 10 contains 71984 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 21202 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36747 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 12025 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 15921 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40161 members 
Mstep: Class 28 contains 52438 members 
Mstep: Class 29 contains 55813 members 
Mstep: Class 31 contains 9360 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2230 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 28880 members 
Mstep: Class 37 contains 382 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64127 members 
Mstep: Class 41 contains 60619 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 46125 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1068 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993040.000000 Penalty: 104540.851562
Iteration 105Q: 49 clusters Score -8.599304e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32190 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47718 members 
Mstep: Class 10 contains 71144 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 21185 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36724 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 12019 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 227 members 
Mstep: Class 21 contains 4995 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 15920 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40138 members 
Mstep: Class 28 contains 52411 members 
Mstep: Class 29 contains 55765 members 
Mstep: Class 31 contains 9357 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2235 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 376 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64108 members 
Mstep: Class 41 contains 60930 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 46795 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1066 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993128.000000 Penalty: 104540.851562
Iteration 106Q: 49 clusters Score -8.599313e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32227 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21410 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47694 members 
Mstep: Class 10 contains 70357 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36720 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12013 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 228 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 18279 members 
Mstep: Class 23 contains 15918 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 52355 members 
Mstep: Class 29 contains 55708 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 911 members 
Mstep: Class 36 contains 28935 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64084 members 
Mstep: Class 41 contains 61236 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 47468 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1067 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993488.000000 Penalty: 104540.851562
Iteration 107Q: 49 clusters Score -8.599349e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32244 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47639 members 
Mstep: Class 10 contains 69510 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21151 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36681 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12009 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 231 members 
Mstep: Class 21 contains 4993 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 15916 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40079 members 
Mstep: Class 28 contains 52316 members 
Mstep: Class 29 contains 55656 members 
Mstep: Class 31 contains 9352 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 28964 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64069 members 
Mstep: Class 41 contains 61522 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 48199 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1067 members 
Mstep: Class 50 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993880.000000 Penalty: 104540.851562
Iteration 108Q: 49 clusters Score -8.599388e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32246 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21428 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 68723 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21145 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36646 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12005 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4993 members 
Mstep: Class 22 contains 18271 members 
Mstep: Class 23 contains 15913 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40084 members 
Mstep: Class 28 contains 52262 members 
Mstep: Class 29 contains 55594 members 
Mstep: Class 31 contains 9352 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28971 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64055 members 
Mstep: Class 41 contains 61804 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 378 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 48910 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1068 members 
Mstep: Class 50 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993800.000000 Penalty: 104540.851562
Iteration 109Q: 49 clusters Score -8.59938e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32251 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47543 members 
Mstep: Class 10 contains 67945 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21151 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36607 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 18256 members 
Mstep: Class 23 contains 15912 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40107 members 
Mstep: Class 28 contains 52260 members 
Mstep: Class 29 contains 55502 members 
Mstep: Class 31 contains 9350 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 28984 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64036 members 
Mstep: Class 41 contains 62101 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 49568 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1067 members 
Mstep: Class 50 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994200.000000 Penalty: 104540.851562
Iteration 110Q: 49 clusters Score -8.59942e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32272 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 67219 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36619 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 18236 members 
Mstep: Class 23 contains 15912 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40110 members 
Mstep: Class 28 contains 52264 members 
Mstep: Class 29 contains 55374 members 
Mstep: Class 31 contains 9346 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 911 members 
Mstep: Class 36 contains 29002 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64023 members 
Mstep: Class 41 contains 62395 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 50198 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1067 members 
Mstep: Class 50 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994384.000000 Penalty: 104540.851562
Iteration 111Q: 49 clusters Score -8.599438e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32283 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47379 members 
Mstep: Class 10 contains 66527 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21134 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36641 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18221 members 
Mstep: Class 23 contains 15910 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40114 members 
Mstep: Class 28 contains 52231 members 
Mstep: Class 29 contains 55258 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 29031 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64004 members 
Mstep: Class 41 contains 62686 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 50815 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1068 members 
Mstep: Class 50 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994664.000000 Penalty: 104540.851562
Iteration 112Q: 49 clusters Score -8.599466e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32301 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47340 members 
Mstep: Class 10 contains 65781 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21114 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36665 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11993 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 15908 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40135 members 
Mstep: Class 28 contains 52200 members 
Mstep: Class 29 contains 55109 members 
Mstep: Class 31 contains 9345 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 29057 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63988 members 
Mstep: Class 41 contains 62961 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 51467 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1069 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995032.000000 Penalty: 104540.851562
Iteration 113Q: 49 clusters Score -8.599503e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32317 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21452 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47297 members 
Mstep: Class 10 contains 65063 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21104 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36631 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18189 members 
Mstep: Class 23 contains 15908 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40151 members 
Mstep: Class 28 contains 52220 members 
Mstep: Class 29 contains 54973 members 
Mstep: Class 31 contains 9348 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29082 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63962 members 
Mstep: Class 41 contains 63256 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 52066 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1068 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995360.000000 Penalty: 104540.851562
Iteration 114Q: 49 clusters Score -8.599536e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32329 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21453 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47295 members 
Mstep: Class 10 contains 64362 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21102 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36558 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18168 members 
Mstep: Class 23 contains 15908 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40175 members 
Mstep: Class 28 contains 52313 members 
Mstep: Class 29 contains 54840 members 
Mstep: Class 31 contains 9348 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29093 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63959 members 
Mstep: Class 41 contains 63547 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 52576 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1069 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995456.000000 Penalty: 104540.851562
Iteration 115Q: 49 clusters Score -8.599546e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21458 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47267 members 
Mstep: Class 10 contains 63619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36505 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18156 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40209 members 
Mstep: Class 28 contains 52469 members 
Mstep: Class 29 contains 54696 members 
Mstep: Class 31 contains 9349 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29097 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63944 members 
Mstep: Class 41 contains 63804 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 53085 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995528.000000 Penalty: 104540.851562
Iteration 116Q: 49 clusters Score -8.599553e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32376 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21458 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47218 members 
Mstep: Class 10 contains 62938 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 21120 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36424 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18143 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40246 members 
Mstep: Class 28 contains 52614 members 
Mstep: Class 29 contains 54581 members 
Mstep: Class 31 contains 9352 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2236 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29101 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63918 members 
Mstep: Class 41 contains 64098 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 53547 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995856.000000 Penalty: 104540.851562
Iteration 117Q: 49 clusters Score -8.599586e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32385 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21465 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47165 members 
Mstep: Class 10 contains 62276 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21112 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 36326 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40267 members 
Mstep: Class 28 contains 52817 members 
Mstep: Class 29 contains 54492 members 
Mstep: Class 31 contains 9354 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2235 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29110 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63891 members 
Mstep: Class 41 contains 64386 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 53965 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996000.000000 Penalty: 104540.851562
Iteration 118Q: 49 clusters Score -8.5996e+07 nChanged 2120
Entering ConstructFrom: 
Score: -85996000.000000 Penalty: 104540.851562
Entering ConstructFrom: 
Trying to split cluster 1 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -233918.031250 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -233918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -231852.796875 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -231852.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232315.140625 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -232315.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -232472.781250 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -232472.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -232577.578125 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -232577.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -232650.796875 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -232650.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -232693.828125 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -232693.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -232725.375000 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -232725.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -232748.531250 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -232748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -232765.671875 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -232765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232781.906250 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -232781.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232799.000000 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -232799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232814.359375 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -232814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232827.578125 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -232827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232837.296875 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -232837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232846.015625 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -232846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232850.078125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -232850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232855.656250 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -232855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -232859.218750 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -232859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232868.468750 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -232868.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232875.015625 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -232875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232877.234375 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -232877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232879.093750 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -232879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232881.625000 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -232881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232883.015625 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -232883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232883.062500 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -232883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -232883.921875 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -232883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232884.984375 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -232885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232886.031250 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -232886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232886.156250 Penalty: 2463.395752
	Iteration 28Q: 3 clusters Score -232886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232886.437500 Penalty: 2463.395752
	Iteration 29Q: 3 clusters Score -232886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232886.859375 Penalty: 2463.395752
	Iteration 30Q: 3 clusters Score -232886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232886.859375 Penalty: 2463.395752
	Iteration 31F: 3 clusters Score -232886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Entering Unmasked Estep 
Score: -4327335.000000 Penalty: 1687.711060
	Iteration 0F: 2 clusters Score -4327335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4305655.000000 Penalty: 3375.422119
	Iteration 0F: 3 clusters Score -4305655 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4313875.000000 Penalty: 3375.422119
	Iteration 1F: 3 clusters Score -4313875 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4314189.500000 Penalty: 3375.422119
	Iteration 2Q: 3 clusters Score -4314190 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4314500.000000 Penalty: 3375.422119
	Iteration 3Q: 3 clusters Score -4314500 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4314809.500000 Penalty: 3375.422119
	Iteration 4Q: 3 clusters Score -4314810 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4315160.000000 Penalty: 3375.422119
	Iteration 5Q: 3 clusters Score -4315160 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4315644.000000 Penalty: 3375.422119
	Iteration 6Q: 3 clusters Score -4315644 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4316337.000000 Penalty: 3375.422119
	Iteration 7Q: 3 clusters Score -4316337 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4317313.000000 Penalty: 3375.422119
	Iteration 8F: 3 clusters Score -4317313 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4318692.000000 Penalty: 3375.422119
	Iteration 9F: 3 clusters Score -4318692 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4320436.500000 Penalty: 3375.422119
	Iteration 10F: 3 clusters Score -4320436 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4322179.000000 Penalty: 3375.422119
	Iteration 11F: 3 clusters Score -4322179 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4323517.500000 Penalty: 3375.422119
	Iteration 12Q: 3 clusters Score -4323518 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4324464.500000 Penalty: 3375.422119
	Iteration 13Q: 3 clusters Score -4324464 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4324936.500000 Penalty: 3375.422119
	Iteration 14Q: 3 clusters Score -4324936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4325164.500000 Penalty: 3375.422119
	Iteration 15Q: 3 clusters Score -4325164 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4325329.500000 Penalty: 3375.422119
	Iteration 16Q: 3 clusters Score -4325330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4325473.500000 Penalty: 3375.422119
	Iteration 17Q: 3 clusters Score -4325474 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -4325577.000000 Penalty: 3375.422119
	Iteration 18Q: 3 clusters Score -4325577 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4325653.500000 Penalty: 3375.422119
	Iteration 19Q: 3 clusters Score -4325654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4325688.500000 Penalty: 3375.422119
	Iteration 20F: 3 clusters Score -4325688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4325731.500000 Penalty: 3375.422119
	Iteration 21Q: 3 clusters Score -4325732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4325744.500000 Penalty: 3375.422119
	Iteration 22Q: 3 clusters Score -4325744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4325775.500000 Penalty: 3375.422119
	Iteration 23Q: 3 clusters Score -4325776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4325816.000000 Penalty: 3375.422119
	Iteration 24Q: 3 clusters Score -4325816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4325850.500000 Penalty: 3375.422119
	Iteration 25Q: 3 clusters Score -4325850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4325893.000000 Penalty: 3375.422119
	Iteration 26Q: 3 clusters Score -4325893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4325927.000000 Penalty: 3375.422119
	Iteration 27Q: 3 clusters Score -4325927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4325946.500000 Penalty: 3375.422119
	Iteration 28Q: 3 clusters Score -4325946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4325983.000000 Penalty: 3375.422119
	Iteration 29Q: 3 clusters Score -4325983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4325988.000000 Penalty: 3375.422119
	Iteration 30Q: 3 clusters Score -4325988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4326017.500000 Penalty: 3375.422119
	Iteration 31Q: 3 clusters Score -4326018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4326022.000000 Penalty: 3375.422119
	Iteration 32Q: 3 clusters Score -4326022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4326031.500000 Penalty: 3375.422119
	Iteration 33Q: 3 clusters Score -4326032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4326030.500000 Penalty: 3375.422119
	Iteration 34Q: 3 clusters Score -4326030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4326028.000000 Penalty: 3375.422119
	Iteration 35Q: 3 clusters Score -4326028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4326033.000000 Penalty: 3375.422119
	Iteration 36Q: 3 clusters Score -4326033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4326029.500000 Penalty: 3375.422119
	Iteration 37Q: 3 clusters Score -4326030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4326033.500000 Penalty: 3375.422119
	Iteration 38Q: 3 clusters Score -4326034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4326033.500000 Penalty: 3375.422119
	Iteration 39Q: 3 clusters Score -4326034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4326036.500000 Penalty: 3375.422119
	Iteration 40F: 3 clusters Score -4326036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4326037.500000 Penalty: 3375.422119
	Iteration 41Q: 3 clusters Score -4326038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4326043.500000 Penalty: 3375.422119
	Iteration 42Q: 3 clusters Score -4326044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4326045.500000 Penalty: 3375.422119
	Iteration 43Q: 3 clusters Score -4326046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4326045.000000 Penalty: 3375.422119
	Iteration 44Q: 3 clusters Score -4326045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4326044.000000 Penalty: 3375.422119
	Iteration 45Q: 3 clusters Score -4326044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4326041.500000 Penalty: 3375.422119
	Iteration 46Q: 3 clusters Score -4326042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4326041.500000 Penalty: 3375.422119
	Iteration 47F: 3 clusters Score -4326042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12214.772461 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -12214.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11586.506836 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -11586.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11675.567383 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -11675.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11705.282227 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -11705.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11706.866211 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -11706.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11711.886719 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -11711.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11716.316406 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -11716.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11723.634766 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -11723.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11725.634766 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -11725.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11728.667969 Penalty: 1742.420044
	Iteration 8Q: 3 clusters Score -11728.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11729.836914 Penalty: 1742.420044
	Iteration 9Q: 3 clusters Score -11729.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11730.528320 Penalty: 1742.420044
	Iteration 10Q: 3 clusters Score -11730.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11732.245117 Penalty: 1742.420044
	Iteration 11Q: 3 clusters Score -11732.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11740.321289 Penalty: 1742.420044
	Iteration 12Q: 3 clusters Score -11740.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11762.034180 Penalty: 1742.420044
	Iteration 13Q: 3 clusters Score -11762.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11783.584961 Penalty: 1742.420044
	Iteration 14Q: 3 clusters Score -11783.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11803.931641 Penalty: 1742.420044
	Iteration 15Q: 3 clusters Score -11803.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11805.787109 Penalty: 1742.420044
	Iteration 16Q: 3 clusters Score -11805.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11805.787109 Penalty: 1742.420044
	Iteration 17F: 3 clusters Score -11805.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -49844.179688 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -49844.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49019.464844 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -49019.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49238.812500 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -49238.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49333.464844 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -49333.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49422.835938 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -49422.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49562.492188 Penalty: 1916.574951
	Iteration 4F: 3 clusters Score -49562.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -49690.796875 Penalty: 1916.574951
	Iteration 5F: 3 clusters Score -49690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -49808.296875 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -49808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49900.613281 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -49900.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49914.703125 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -49914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49918.175781 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -49918.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49919.781250 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -49919.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49920.667969 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -49920.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49929.742188 Penalty: 1916.574951
	Iteration 12F: 3 clusters Score -49929.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49963.410156 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -49963.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49973.132812 Penalty: 1916.574951
	Iteration 14Q: 3 clusters Score -49973.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49985.964844 Penalty: 1916.574951
	Iteration 15Q: 3 clusters Score -49985.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49985.964844 Penalty: 1916.574951
	Iteration 16F: 3 clusters Score -49985.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 251 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 30 contains 113 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994792.000000 Penalty: 106718.789062
Splitting cluster 4 changes total score from -85996000.000000 to -85994792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Entering Unmasked Estep 
Score: -2788090.250000 Penalty: 1620.834351
	Iteration 0F: 2 clusters Score -2788090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2773387.250000 Penalty: 3241.668701
	Iteration 0F: 3 clusters Score -2773387 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2779029.500000 Penalty: 3241.668701
	Iteration 1F: 3 clusters Score -2779030 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2779663.000000 Penalty: 3241.668701
	Iteration 2F: 3 clusters Score -2779663 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2780370.500000 Penalty: 3241.668701
	Iteration 3F: 3 clusters Score -2780370 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2781238.250000 Penalty: 3241.668701
	Iteration 4F: 3 clusters Score -2781238 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2782191.250000 Penalty: 3241.668701
	Iteration 5F: 3 clusters Score -2782191 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2783117.000000 Penalty: 3241.668701
	Iteration 6F: 3 clusters Score -2783117 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2784010.250000 Penalty: 3241.668701
	Iteration 7F: 3 clusters Score -2784010 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2784744.750000 Penalty: 3241.668701
	Iteration 8Q: 3 clusters Score -2784745 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2785340.000000 Penalty: 3241.668701
	Iteration 9Q: 3 clusters Score -2785340 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2785754.750000 Penalty: 3241.668701
	Iteration 10Q: 3 clusters Score -2785755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2786022.250000 Penalty: 3241.668701
	Iteration 11Q: 3 clusters Score -2786022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2786221.250000 Penalty: 3241.668701
	Iteration 12Q: 3 clusters Score -2786221 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2786386.500000 Penalty: 3241.668701
	Iteration 13Q: 3 clusters Score -2786386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2786504.250000 Penalty: 3241.668701
	Iteration 14Q: 3 clusters Score -2786504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2786560.500000 Penalty: 3241.668701
	Iteration 15Q: 3 clusters Score -2786560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2786627.500000 Penalty: 3241.668701
	Iteration 16Q: 3 clusters Score -2786628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2786678.750000 Penalty: 3241.668701
	Iteration 17Q: 3 clusters Score -2786679 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2786712.250000 Penalty: 3241.668701
	Iteration 18Q: 3 clusters Score -2786712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2786754.750000 Penalty: 3241.668701
	Iteration 19Q: 3 clusters Score -2786755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2786780.750000 Penalty: 3241.668701
	Iteration 20F: 3 clusters Score -2786781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2786812.750000 Penalty: 3241.668701
	Iteration 21Q: 3 clusters Score -2786813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2786831.750000 Penalty: 3241.668701
	Iteration 22Q: 3 clusters Score -2786832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2786876.000000 Penalty: 3241.668701
	Iteration 23Q: 3 clusters Score -2786876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2786911.500000 Penalty: 3241.668701
	Iteration 24Q: 3 clusters Score -2786912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2786941.250000 Penalty: 3241.668701
	Iteration 25Q: 3 clusters Score -2786941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2786962.750000 Penalty: 3241.668701
	Iteration 26Q: 3 clusters Score -2786963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2786986.250000 Penalty: 3241.668701
	Iteration 27Q: 3 clusters Score -2786986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2787005.750000 Penalty: 3241.668701
	Iteration 28Q: 3 clusters Score -2787006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2787009.000000 Penalty: 3241.668701
	Iteration 29Q: 3 clusters Score -2787009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2787016.250000 Penalty: 3241.668701
	Iteration 30Q: 3 clusters Score -2787016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2787020.500000 Penalty: 3241.668701
	Iteration 31Q: 3 clusters Score -2787020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2787027.250000 Penalty: 3241.668701
	Iteration 32Q: 3 clusters Score -2787027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2787035.250000 Penalty: 3241.668701
	Iteration 33Q: 3 clusters Score -2787035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2787042.250000 Penalty: 3241.668701
	Iteration 34Q: 3 clusters Score -2787042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2787043.750000 Penalty: 3241.668701
	Iteration 35Q: 3 clusters Score -2787044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2787050.250000 Penalty: 3241.668701
	Iteration 36Q: 3 clusters Score -2787050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2787055.750000 Penalty: 3241.668701
	Iteration 37Q: 3 clusters Score -2787056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2787061.000000 Penalty: 3241.668701
	Iteration 38Q: 3 clusters Score -2787061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2787066.000000 Penalty: 3241.668701
	Iteration 39Q: 3 clusters Score -2787066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2787069.000000 Penalty: 3241.668701
	Iteration 40F: 3 clusters Score -2787069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2787072.000000 Penalty: 3241.668701
	Iteration 41Q: 3 clusters Score -2787072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2787079.750000 Penalty: 3241.668701
	Iteration 42Q: 3 clusters Score -2787080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2787085.000000 Penalty: 3241.668701
	Iteration 43Q: 3 clusters Score -2787085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2787091.500000 Penalty: 3241.668701
	Iteration 44Q: 3 clusters Score -2787092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2787098.000000 Penalty: 3241.668701
	Iteration 45Q: 3 clusters Score -2787098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2787107.500000 Penalty: 3241.668701
	Iteration 46Q: 3 clusters Score -2787108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2787114.250000 Penalty: 3241.668701
	Iteration 47Q: 3 clusters Score -2787114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2787115.500000 Penalty: 3241.668701
	Iteration 48Q: 3 clusters Score -2787116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2787119.000000 Penalty: 3241.668701
	Iteration 49Q: 3 clusters Score -2787119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2787117.500000 Penalty: 3241.668701
	Iteration 50Q: 3 clusters Score -2787118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2787120.250000 Penalty: 3241.668701
	Iteration 51Q: 3 clusters Score -2787120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2787121.750000 Penalty: 3241.668701
	Iteration 52Q: 3 clusters Score -2787122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2787121.500000 Penalty: 3241.668701
	Iteration 53Q: 3 clusters Score -2787122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2787123.000000 Penalty: 3241.668701
	Iteration 54Q: 3 clusters Score -2787123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2787122.750000 Penalty: 3241.668701
	Iteration 55Q: 3 clusters Score -2787123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2787122.750000 Penalty: 3241.668701
	Iteration 56F: 3 clusters Score -2787123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -97267.796875 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -97267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95999.812500 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -95999.81 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96231.265625 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -96231.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96322.039062 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -96322.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96389.195312 Penalty: 2167.586914
	Iteration 3F: 3 clusters Score -96389.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96467.328125 Penalty: 2167.586914
	Iteration 4Q: 3 clusters Score -96467.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96555.601562 Penalty: 2167.586914
	Iteration 5Q: 3 clusters Score -96555.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96645.609375 Penalty: 2167.586914
	Iteration 6F: 3 clusters Score -96645.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96704.789062 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -96704.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96741.031250 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -96741.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96763.093750 Penalty: 2167.586914
	Iteration 9Q: 3 clusters Score -96763.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96775.812500 Penalty: 2167.586914
	Iteration 10Q: 3 clusters Score -96775.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96793.632812 Penalty: 2167.586914
	Iteration 11Q: 3 clusters Score -96793.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -96799.500000 Penalty: 2167.586914
	Iteration 12Q: 3 clusters Score -96799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96802.156250 Penalty: 2167.586914
	Iteration 13Q: 3 clusters Score -96802.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96805.398438 Penalty: 2167.586914
	Iteration 14Q: 3 clusters Score -96805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96806.062500 Penalty: 2167.586914
	Iteration 15Q: 3 clusters Score -96806.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96806.062500 Penalty: 2167.586914
	Iteration 16F: 3 clusters Score -96806.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -52543.242188 Penalty: 1050.242310
	Iteration 0F: 2 clusters Score -52543.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51450.597656 Penalty: 2100.484619
	Iteration 0F: 3 clusters Score -51450.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51807.683594 Penalty: 2100.484619
	Iteration 1F: 3 clusters Score -51807.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52021.921875 Penalty: 2100.484619
	Iteration 2F: 3 clusters Score -52021.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52109.890625 Penalty: 2100.484619
	Iteration 3F: 3 clusters Score -52109.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52190.367188 Penalty: 2100.484619
	Iteration 4Q: 3 clusters Score -52190.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52270.082031 Penalty: 2100.484619
	Iteration 5Q: 3 clusters Score -52270.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52406.750000 Penalty: 2100.484619
	Iteration 6Q: 3 clusters Score -52406.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52558.398438 Penalty: 2100.484619
	Iteration 7Q: 3 clusters Score -52558.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52655.117188 Penalty: 2100.484619
	Iteration 8Q: 3 clusters Score -52655.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52754.421875 Penalty: 2100.484619
	Iteration 9Q: 3 clusters Score -52754.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52853.730469 Penalty: 2100.484619
	Iteration 10Q: 3 clusters Score -52853.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53047.289062 Penalty: 2100.484619
	Iteration 11Q: 3 clusters Score -53047.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53191.707031 Penalty: 2100.484619
	Iteration 12Q: 3 clusters Score -53191.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53257.816406 Penalty: 2100.484619
	Iteration 13Q: 3 clusters Score -53257.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53322.824219 Penalty: 2100.484619
	Iteration 14Q: 3 clusters Score -53322.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53361.625000 Penalty: 2100.484619
	Iteration 15Q: 3 clusters Score -53361.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53371.082031 Penalty: 2100.484619
	Iteration 16Q: 3 clusters Score -53371.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53373.304688 Penalty: 2100.484619
	Iteration 17Q: 3 clusters Score -53373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53375.312500 Penalty: 2100.484619
	Iteration 18F: 3 clusters Score -53375.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53378.984375 Penalty: 2100.484619
	Iteration 19Q: 3 clusters Score -53378.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53380.878906 Penalty: 2100.484619
	Iteration 20F: 3 clusters Score -53380.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85995584.000000 Penalty: 106718.789062
Splitting cluster 7 changes total score from -85996000.000000 to -85995584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59027.515625 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59027.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59378.429688 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59378.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59642.046875 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59642.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59838.707031 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59838.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59953.265625 Penalty: 2079.002197
	Iteration 4F: 3 clusters Score -59953.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60028.257812 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -60028.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60056.953125 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -60056.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60066.425781 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -60066.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60068.019531 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -60068.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60068.019531 Penalty: 2079.002197
	Iteration 9F: 3 clusters Score -60068.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Entering Unmasked Estep 
Score: -6273623.000000 Penalty: 1748.476929
	Iteration 0F: 2 clusters Score -6273623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -6242428.500000 Penalty: 3496.953857
	Iteration 0F: 3 clusters Score -6242428 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6254718.500000 Penalty: 3496.953857
	Iteration 1F: 3 clusters Score -6254718 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6255233.500000 Penalty: 3496.953857
	Iteration 2Q: 3 clusters Score -6255234 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6255663.500000 Penalty: 3496.953857
	Iteration 3Q: 3 clusters Score -6255664 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6256181.000000 Penalty: 3496.953857
	Iteration 4Q: 3 clusters Score -6256181 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6256711.500000 Penalty: 3496.953857
	Iteration 5Q: 3 clusters Score -6256712 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6257373.500000 Penalty: 3496.953857
	Iteration 6Q: 3 clusters Score -6257374 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6258179.000000 Penalty: 3496.953857
	Iteration 7Q: 3 clusters Score -6258179 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -6259175.000000 Penalty: 3496.953857
	Iteration 8Q: 3 clusters Score -6259175 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -6260462.500000 Penalty: 3496.953857
	Iteration 9Q: 3 clusters Score -6260462 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6262105.000000 Penalty: 3496.953857
	Iteration 10F: 3 clusters Score -6262105 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -6263684.000000 Penalty: 3496.953857
	Iteration 11F: 3 clusters Score -6263684 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -6264761.500000 Penalty: 3496.953857
	Iteration 12Q: 3 clusters Score -6264762 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6265282.500000 Penalty: 3496.953857
	Iteration 13Q: 3 clusters Score -6265282 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -6265491.500000 Penalty: 3496.953857
	Iteration 14Q: 3 clusters Score -6265492 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -6265603.000000 Penalty: 3496.953857
	Iteration 15Q: 3 clusters Score -6265603 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6265670.000000 Penalty: 3496.953857
	Iteration 16Q: 3 clusters Score -6265670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -6265731.500000 Penalty: 3496.953857
	Iteration 17Q: 3 clusters Score -6265732 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -6265783.500000 Penalty: 3496.953857
	Iteration 18Q: 3 clusters Score -6265784 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -6265852.000000 Penalty: 3496.953857
	Iteration 19Q: 3 clusters Score -6265852 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -6265904.000000 Penalty: 3496.953857
	Iteration 20F: 3 clusters Score -6265904 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6265993.500000 Penalty: 3496.953857
	Iteration 21Q: 3 clusters Score -6265994 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -6266089.500000 Penalty: 3496.953857
	Iteration 22Q: 3 clusters Score -6266090 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6266194.500000 Penalty: 3496.953857
	Iteration 23Q: 3 clusters Score -6266194 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6266277.500000 Penalty: 3496.953857
	Iteration 24Q: 3 clusters Score -6266278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -6266396.000000 Penalty: 3496.953857
	Iteration 25Q: 3 clusters Score -6266396 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6266501.000000 Penalty: 3496.953857
	Iteration 26Q: 3 clusters Score -6266501 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -6266606.500000 Penalty: 3496.953857
	Iteration 27Q: 3 clusters Score -6266606 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -6266709.000000 Penalty: 3496.953857
	Iteration 28Q: 3 clusters Score -6266709 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6266863.500000 Penalty: 3496.953857
	Iteration 29Q: 3 clusters Score -6266864 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -6267040.000000 Penalty: 3496.953857
	Iteration 30Q: 3 clusters Score -6267040 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -6267160.000000 Penalty: 3496.953857
	Iteration 31Q: 3 clusters Score -6267160 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -6267315.000000 Penalty: 3496.953857
	Iteration 32Q: 3 clusters Score -6267315 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -6267458.000000 Penalty: 3496.953857
	Iteration 33Q: 3 clusters Score -6267458 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -6267560.500000 Penalty: 3496.953857
	Iteration 34Q: 3 clusters Score -6267560 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6267684.500000 Penalty: 3496.953857
	Iteration 35Q: 3 clusters Score -6267684 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6267820.000000 Penalty: 3496.953857
	Iteration 36Q: 3 clusters Score -6267820 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -6267952.500000 Penalty: 3496.953857
	Iteration 37Q: 3 clusters Score -6267952 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -6268062.500000 Penalty: 3496.953857
	Iteration 38Q: 3 clusters Score -6268062 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6268178.500000 Penalty: 3496.953857
	Iteration 39Q: 3 clusters Score -6268178 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -6268308.000000 Penalty: 3496.953857
	Iteration 40F: 3 clusters Score -6268308 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -6268451.500000 Penalty: 3496.953857
	Iteration 41Q: 3 clusters Score -6268452 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -6268585.500000 Penalty: 3496.953857
	Iteration 42Q: 3 clusters Score -6268586 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -6268704.000000 Penalty: 3496.953857
	Iteration 43Q: 3 clusters Score -6268704 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -6268818.000000 Penalty: 3496.953857
	Iteration 44Q: 3 clusters Score -6268818 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -6268942.500000 Penalty: 3496.953857
	Iteration 45Q: 3 clusters Score -6268942 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -6269055.000000 Penalty: 3496.953857
	Iteration 46Q: 3 clusters Score -6269055 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -6269159.000000 Penalty: 3496.953857
	Iteration 47Q: 3 clusters Score -6269159 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -6269273.500000 Penalty: 3496.953857
	Iteration 48Q: 3 clusters Score -6269274 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -6269444.500000 Penalty: 3496.953857
	Iteration 49Q: 3 clusters Score -6269444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6269584.500000 Penalty: 3496.953857
	Iteration 50Q: 3 clusters Score -6269584 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -6269742.000000 Penalty: 3496.953857
	Iteration 51Q: 3 clusters Score -6269742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6269862.500000 Penalty: 3496.953857
	Iteration 52Q: 3 clusters Score -6269862 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -6270032.500000 Penalty: 3496.953857
	Iteration 53Q: 3 clusters Score -6270032 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -6270220.000000 Penalty: 3496.953857
	Iteration 54Q: 3 clusters Score -6270220 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 3496.953857
	Iteration 55Q: 3 clusters Score -6270367 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6270494.000000 Penalty: 3496.953857
	Iteration 56Q: 3 clusters Score -6270494 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6270609.500000 Penalty: 3496.953857
	Iteration 57Q: 3 clusters Score -6270610 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6270730.000000 Penalty: 3496.953857
	Iteration 58Q: 3 clusters Score -6270730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6270883.000000 Penalty: 3496.953857
	Iteration 59Q: 3 clusters Score -6270883 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6270990.500000 Penalty: 3496.953857
	Iteration 60F: 3 clusters Score -6270990 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6271104.500000 Penalty: 3496.953857
	Iteration 61Q: 3 clusters Score -6271104 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6271228.000000 Penalty: 3496.953857
	Iteration 62Q: 3 clusters Score -6271228 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6271349.500000 Penalty: 3496.953857
	Iteration 63Q: 3 clusters Score -6271350 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6271470.500000 Penalty: 3496.953857
	Iteration 64Q: 3 clusters Score -6271470 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6271571.000000 Penalty: 3496.953857
	Iteration 65Q: 3 clusters Score -6271571 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6271642.500000 Penalty: 3496.953857
	Iteration 66Q: 3 clusters Score -6271642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6271745.500000 Penalty: 3496.953857
	Iteration 67Q: 3 clusters Score -6271746 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6271818.000000 Penalty: 3496.953857
	Iteration 68Q: 3 clusters Score -6271818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6271862.000000 Penalty: 3496.953857
	Iteration 69Q: 3 clusters Score -6271862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6271905.500000 Penalty: 3496.953857
	Iteration 70Q: 3 clusters Score -6271906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6271941.000000 Penalty: 3496.953857
	Iteration 71Q: 3 clusters Score -6271941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6271972.500000 Penalty: 3496.953857
	Iteration 72Q: 3 clusters Score -6271972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6272014.500000 Penalty: 3496.953857
	Iteration 73Q: 3 clusters Score -6272014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6272045.000000 Penalty: 3496.953857
	Iteration 74Q: 3 clusters Score -6272045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6272049.500000 Penalty: 3496.953857
	Iteration 75Q: 3 clusters Score -6272050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6272064.000000 Penalty: 3496.953857
	Iteration 76Q: 3 clusters Score -6272064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6272083.000000 Penalty: 3496.953857
	Iteration 77Q: 3 clusters Score -6272083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6272101.000000 Penalty: 3496.953857
	Iteration 78Q: 3 clusters Score -6272101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6272110.000000 Penalty: 3496.953857
	Iteration 79Q: 3 clusters Score -6272110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6272109.500000 Penalty: 3496.953857
	Iteration 80F: 3 clusters Score -6272110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6272109.000000 Penalty: 3496.953857
	Iteration 81Q: 3 clusters Score -6272109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6272124.000000 Penalty: 3496.953857
	Iteration 82Q: 3 clusters Score -6272124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6272128.000000 Penalty: 3496.953857
	Iteration 83Q: 3 clusters Score -6272128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6272126.500000 Penalty: 3496.953857
	Iteration 84Q: 3 clusters Score -6272126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6272138.500000 Penalty: 3496.953857
	Iteration 85Q: 3 clusters Score -6272138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6272140.500000 Penalty: 3496.953857
	Iteration 86Q: 3 clusters Score -6272140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6272153.000000 Penalty: 3496.953857
	Iteration 87Q: 3 clusters Score -6272153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6272163.500000 Penalty: 3496.953857
	Iteration 88Q: 3 clusters Score -6272164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6272160.500000 Penalty: 3496.953857
	Iteration 89Q: 3 clusters Score -6272160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6272163.500000 Penalty: 3496.953857
	Iteration 90Q: 3 clusters Score -6272164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6272162.000000 Penalty: 3496.953857
	Iteration 91Q: 3 clusters Score -6272162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6272164.000000 Penalty: 3496.953857
	Iteration 92Q: 3 clusters Score -6272164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6272158.500000 Penalty: 3496.953857
	Iteration 93Q: 3 clusters Score -6272158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6272158.500000 Penalty: 3496.953857
	Iteration 94F: 3 clusters Score -6272158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Entering Unmasked Estep 
Score: -8170749.000000 Penalty: 1792.167969
	Iteration 0F: 2 clusters Score -8170749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -8129923.500000 Penalty: 3584.335938
	Iteration 0F: 3 clusters Score -8129924 nChanged 28967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8146745.000000 Penalty: 3584.335938
	Iteration 1F: 3 clusters Score -8146745 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8147736.500000 Penalty: 3584.335938
	Iteration 2Q: 3 clusters Score -8147736 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -8148989.500000 Penalty: 3584.335938
	Iteration 3Q: 3 clusters Score -8148990 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8150765.000000 Penalty: 3584.335938
	Iteration 4F: 3 clusters Score -8150765 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8153248.000000 Penalty: 3584.335938
	Iteration 5F: 3 clusters Score -8153248 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -8155995.500000 Penalty: 3584.335938
	Iteration 6F: 3 clusters Score -8155996 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8158599.500000 Penalty: 3584.335938
	Iteration 7F: 3 clusters Score -8158600 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -8160647.500000 Penalty: 3584.335938
	Iteration 8F: 3 clusters Score -8160648 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -8161901.000000 Penalty: 3584.335938
	Iteration 9Q: 3 clusters Score -8161901 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -8162581.000000 Penalty: 3584.335938
	Iteration 10Q: 3 clusters Score -8162581 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -8163090.000000 Penalty: 3584.335938
	Iteration 11Q: 3 clusters Score -8163090 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -8163510.500000 Penalty: 3584.335938
	Iteration 12Q: 3 clusters Score -8163510 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -8163947.500000 Penalty: 3584.335938
	Iteration 13Q: 3 clusters Score -8163948 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -8164483.500000 Penalty: 3584.335938
	Iteration 14Q: 3 clusters Score -8164484 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -8165069.500000 Penalty: 3584.335938
	Iteration 15Q: 3 clusters Score -8165070 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -8165779.500000 Penalty: 3584.335938
	Iteration 16Q: 3 clusters Score -8165780 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -8166381.000000 Penalty: 3584.335938
	Iteration 17Q: 3 clusters Score -8166381 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -8167030.500000 Penalty: 3584.335938
	Iteration 18Q: 3 clusters Score -8167030 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -8167661.000000 Penalty: 3584.335938
	Iteration 19Q: 3 clusters Score -8167661 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8168175.000000 Penalty: 3584.335938
	Iteration 20F: 3 clusters Score -8168175 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -8168614.500000 Penalty: 3584.335938
	Iteration 21Q: 3 clusters Score -8168614 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8168926.000000 Penalty: 3584.335938
	Iteration 22Q: 3 clusters Score -8168926 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -8169195.000000 Penalty: 3584.335938
	Iteration 23Q: 3 clusters Score -8169195 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -8169386.500000 Penalty: 3584.335938
	Iteration 24Q: 3 clusters Score -8169386 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -8169499.500000 Penalty: 3584.335938
	Iteration 25Q: 3 clusters Score -8169500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -8169567.000000 Penalty: 3584.335938
	Iteration 26Q: 3 clusters Score -8169567 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -8169655.000000 Penalty: 3584.335938
	Iteration 27Q: 3 clusters Score -8169655 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8169710.000000 Penalty: 3584.335938
	Iteration 28Q: 3 clusters Score -8169710 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -8169757.000000 Penalty: 3584.335938
	Iteration 29Q: 3 clusters Score -8169757 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -8169780.000000 Penalty: 3584.335938
	Iteration 30Q: 3 clusters Score -8169780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -8169789.000000 Penalty: 3584.335938
	Iteration 31Q: 3 clusters Score -8169789 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -8169790.500000 Penalty: 3584.335938
	Iteration 32Q: 3 clusters Score -8169790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8169794.000000 Penalty: 3584.335938
	Iteration 33Q: 3 clusters Score -8169794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -8169793.500000 Penalty: 3584.335938
	Iteration 34Q: 3 clusters Score -8169794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8169811.500000 Penalty: 3584.335938
	Iteration 35Q: 3 clusters Score -8169812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8169827.500000 Penalty: 3584.335938
	Iteration 36Q: 3 clusters Score -8169828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8169834.500000 Penalty: 3584.335938
	Iteration 37Q: 3 clusters Score -8169834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8169822.000000 Penalty: 3584.335938
	Iteration 38Q: 3 clusters Score -8169822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -8169819.000000 Penalty: 3584.335938
	Iteration 39Q: 3 clusters Score -8169819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -8169837.000000 Penalty: 3584.335938
	Iteration 40F: 3 clusters Score -8169837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8169832.500000 Penalty: 3584.335938
	Iteration 41Q: 3 clusters Score -8169832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -8169835.000000 Penalty: 3584.335938
	Iteration 42Q: 3 clusters Score -8169835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -8169844.500000 Penalty: 3584.335938
	Iteration 43Q: 3 clusters Score -8169844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -8169842.000000 Penalty: 3584.335938
	Iteration 44Q: 3 clusters Score -8169842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -8169848.000000 Penalty: 3584.335938
	Iteration 45Q: 3 clusters Score -8169848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -8169849.500000 Penalty: 3584.335938
	Iteration 46Q: 3 clusters Score -8169850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -8169857.500000 Penalty: 3584.335938
	Iteration 47Q: 3 clusters Score -8169858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -8169863.500000 Penalty: 3584.335938
	Iteration 48Q: 3 clusters Score -8169864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8169870.500000 Penalty: 3584.335938
	Iteration 49Q: 3 clusters Score -8169870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -8169880.000000 Penalty: 3584.335938
	Iteration 50Q: 3 clusters Score -8169880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8169879.000000 Penalty: 3584.335938
	Iteration 51Q: 3 clusters Score -8169879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -8169871.000000 Penalty: 3584.335938
	Iteration 52Q: 3 clusters Score -8169871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -8169871.000000 Penalty: 3584.335938
	Iteration 53Q: 3 clusters Score -8169871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8169856.500000 Penalty: 3584.335938
	Iteration 54Q: 3 clusters Score -8169856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8169878.000000 Penalty: 3584.335938
	Iteration 55Q: 3 clusters Score -8169878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8169863.500000 Penalty: 3584.335938
	Iteration 56Q: 3 clusters Score -8169864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8169884.000000 Penalty: 3584.335938
	Iteration 57Q: 3 clusters Score -8169884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -8169887.500000 Penalty: 3584.335938
	Iteration 58Q: 3 clusters Score -8169888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8169907.000000 Penalty: 3584.335938
	Iteration 59Q: 3 clusters Score -8169907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8169910.500000 Penalty: 3584.335938
	Iteration 60F: 3 clusters Score -8169910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8169903.500000 Penalty: 3584.335938
	Iteration 61Q: 3 clusters Score -8169904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -8169903.500000 Penalty: 3584.335938
	Iteration 62Q: 3 clusters Score -8169904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -8169893.500000 Penalty: 3584.335938
	Iteration 63Q: 3 clusters Score -8169894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -8169895.000000 Penalty: 3584.335938
	Iteration 64Q: 3 clusters Score -8169895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -8169895.000000 Penalty: 3584.335938
	Iteration 65Q: 3 clusters Score -8169895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -8169898.000000 Penalty: 3584.335938
	Iteration 66Q: 3 clusters Score -8169898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8169892.000000 Penalty: 3584.335938
	Iteration 67Q: 3 clusters Score -8169892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -8169904.000000 Penalty: 3584.335938
	Iteration 68Q: 3 clusters Score -8169904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -8169898.000000 Penalty: 3584.335938
	Iteration 69Q: 3 clusters Score -8169898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -8169899.500000 Penalty: 3584.335938
	Iteration 70Q: 3 clusters Score -8169900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -8169911.000000 Penalty: 3584.335938
	Iteration 71Q: 3 clusters Score -8169911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -8169926.500000 Penalty: 3584.335938
	Iteration 72Q: 3 clusters Score -8169926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8169927.000000 Penalty: 3584.335938
	Iteration 73Q: 3 clusters Score -8169927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -8169926.000000 Penalty: 3584.335938
	Iteration 74Q: 3 clusters Score -8169926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -8169919.000000 Penalty: 3584.335938
	Iteration 75Q: 3 clusters Score -8169919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8169914.500000 Penalty: 3584.335938
	Iteration 76Q: 3 clusters Score -8169914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -8169909.000000 Penalty: 3584.335938
	Iteration 77Q: 3 clusters Score -8169909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -8169910.500000 Penalty: 3584.335938
	Iteration 78Q: 3 clusters Score -8169910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -8169913.000000 Penalty: 3584.335938
	Iteration 79Q: 3 clusters Score -8169913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8169903.000000 Penalty: 3584.335938
	Iteration 80F: 3 clusters Score -8169903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8169907.000000 Penalty: 3584.335938
	Iteration 81Q: 3 clusters Score -8169907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8169916.000000 Penalty: 3584.335938
	Iteration 82Q: 3 clusters Score -8169916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -8169918.000000 Penalty: 3584.335938
	Iteration 83Q: 3 clusters Score -8169918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8169918.000000 Penalty: 3584.335938
	Iteration 84Q: 3 clusters Score -8169918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -8169913.000000 Penalty: 3584.335938
	Iteration 85Q: 3 clusters Score -8169913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -8169891.500000 Penalty: 3584.335938
	Iteration 86Q: 3 clusters Score -8169892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -8169885.500000 Penalty: 3584.335938
	Iteration 87Q: 3 clusters Score -8169886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -8169885.500000 Penalty: 3584.335938
	Iteration 88Q: 3 clusters Score -8169886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -8169881.500000 Penalty: 3584.335938
	Iteration 89Q: 3 clusters Score -8169882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -8169889.500000 Penalty: 3584.335938
	Iteration 90Q: 3 clusters Score -8169890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -8169894.500000 Penalty: 3584.335938
	Iteration 91Q: 3 clusters Score -8169894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -8169889.000000 Penalty: 3584.335938
	Iteration 92Q: 3 clusters Score -8169889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -8169905.500000 Penalty: 3584.335938
	Iteration 93Q: 3 clusters Score -8169906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8169916.500000 Penalty: 3584.335938
	Iteration 94Q: 3 clusters Score -8169916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -8169905.000000 Penalty: 3584.335938
	Iteration 95Q: 3 clusters Score -8169905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8169900.500000 Penalty: 3584.335938
	Iteration 96Q: 3 clusters Score -8169900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8169899.000000 Penalty: 3584.335938
	Iteration 97Q: 3 clusters Score -8169899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -8169897.000000 Penalty: 3584.335938
	Iteration 98Q: 3 clusters Score -8169897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -8169897.000000 Penalty: 3584.335938
	Iteration 99Q: 3 clusters Score -8169897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8169889.000000 Penalty: 3584.335938
	Iteration 100F: 3 clusters Score -8169889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -8169891.000000 Penalty: 3584.335938
	Iteration 101Q: 3 clusters Score -8169891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8169890.000000 Penalty: 3584.335938
	Iteration 102Q: 3 clusters Score -8169890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8169891.500000 Penalty: 3584.335938
	Iteration 103Q: 3 clusters Score -8169892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -8169900.000000 Penalty: 3584.335938
	Iteration 104Q: 3 clusters Score -8169900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -8169896.500000 Penalty: 3584.335938
	Iteration 105Q: 3 clusters Score -8169896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8169907.500000 Penalty: 3584.335938
	Iteration 106Q: 3 clusters Score -8169908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8169906.500000 Penalty: 3584.335938
	Iteration 107Q: 3 clusters Score -8169906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -8169905.000000 Penalty: 3584.335938
	Iteration 108Q: 3 clusters Score -8169905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8169903.000000 Penalty: 3584.335938
	Iteration 109Q: 3 clusters Score -8169903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8169903.000000 Penalty: 3584.335938
	Iteration 110F: 3 clusters Score -8169903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -253937.593750 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -253937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251936.453125 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -251936.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -252325.890625 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -252325.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -252397.375000 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -252397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252444.125000 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -252444.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -252480.046875 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -252480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -252512.937500 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -252512.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -252534.937500 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -252534.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252550.093750 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -252550.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -252565.734375 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -252565.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252576.484375 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -252576.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -252588.390625 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -252588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252598.093750 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -252598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -252608.625000 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -252608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252618.859375 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -252618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252625.671875 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -252625.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -252633.109375 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -252633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -252641.468750 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -252641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -252648.687500 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -252648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -252654.437500 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -252654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -252657.984375 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -252658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -252662.750000 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -252662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -252667.250000 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -252667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -252670.890625 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -252670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252672.234375 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -252672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -252675.218750 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -252675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252678.140625 Penalty: 2456.348389
	Iteration 25Q: 3 clusters Score -252678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252680.234375 Penalty: 2456.348389
	Iteration 26Q: 3 clusters Score -252680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252681.546875 Penalty: 2456.348389
	Iteration 27Q: 3 clusters Score -252681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -252682.750000 Penalty: 2456.348389
	Iteration 28Q: 3 clusters Score -252682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252683.718750 Penalty: 2456.348389
	Iteration 29Q: 3 clusters Score -252683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252684.968750 Penalty: 2456.348389
	Iteration 30Q: 3 clusters Score -252685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252687.125000 Penalty: 2456.348389
	Iteration 31Q: 3 clusters Score -252687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252688.437500 Penalty: 2456.348389
	Iteration 32Q: 3 clusters Score -252688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -252688.875000 Penalty: 2456.348389
	Iteration 33Q: 3 clusters Score -252688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252689.109375 Penalty: 2456.348389
	Iteration 34Q: 3 clusters Score -252689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252689.437500 Penalty: 2456.348389
	Iteration 35Q: 3 clusters Score -252689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252689.437500 Penalty: 2456.348389
	Iteration 36F: 3 clusters Score -252689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Entering Unmasked Estep 
Score: -2643833.500000 Penalty: 1618.071045
	Iteration 0F: 2 clusters Score -2643834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2629510.250000 Penalty: 3236.142090
	Iteration 0F: 3 clusters Score -2629510 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2635060.750000 Penalty: 3236.142090
	Iteration 1F: 3 clusters Score -2635061 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2635695.750000 Penalty: 3236.142090
	Iteration 2F: 3 clusters Score -2635696 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2636346.000000 Penalty: 3236.142090
	Iteration 3F: 3 clusters Score -2636346 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2637068.000000 Penalty: 3236.142090
	Iteration 4F: 3 clusters Score -2637068 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2637907.500000 Penalty: 3236.142090
	Iteration 5F: 3 clusters Score -2637908 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2638812.750000 Penalty: 3236.142090
	Iteration 6F: 3 clusters Score -2638813 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2639733.500000 Penalty: 3236.142090
	Iteration 7F: 3 clusters Score -2639734 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2640412.500000 Penalty: 3236.142090
	Iteration 8Q: 3 clusters Score -2640412 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2640859.250000 Penalty: 3236.142090
	Iteration 9Q: 3 clusters Score -2640859 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2641163.000000 Penalty: 3236.142090
	Iteration 10Q: 3 clusters Score -2641163 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2641342.500000 Penalty: 3236.142090
	Iteration 11Q: 3 clusters Score -2641342 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2641504.500000 Penalty: 3236.142090
	Iteration 12Q: 3 clusters Score -2641504 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2641613.750000 Penalty: 3236.142090
	Iteration 13Q: 3 clusters Score -2641614 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2641712.000000 Penalty: 3236.142090
	Iteration 14Q: 3 clusters Score -2641712 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2641802.000000 Penalty: 3236.142090
	Iteration 15Q: 3 clusters Score -2641802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2641857.250000 Penalty: 3236.142090
	Iteration 16Q: 3 clusters Score -2641857 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2641929.500000 Penalty: 3236.142090
	Iteration 17Q: 3 clusters Score -2641930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2641983.250000 Penalty: 3236.142090
	Iteration 18Q: 3 clusters Score -2641983 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2642075.750000 Penalty: 3236.142090
	Iteration 19Q: 3 clusters Score -2642076 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2642150.250000 Penalty: 3236.142090
	Iteration 20F: 3 clusters Score -2642150 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2642207.750000 Penalty: 3236.142090
	Iteration 21Q: 3 clusters Score -2642208 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2642273.000000 Penalty: 3236.142090
	Iteration 22Q: 3 clusters Score -2642273 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2642355.250000 Penalty: 3236.142090
	Iteration 23Q: 3 clusters Score -2642355 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2642450.500000 Penalty: 3236.142090
	Iteration 24Q: 3 clusters Score -2642450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2642531.000000 Penalty: 3236.142090
	Iteration 25Q: 3 clusters Score -2642531 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2642626.750000 Penalty: 3236.142090
	Iteration 26Q: 3 clusters Score -2642627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2642739.250000 Penalty: 3236.142090
	Iteration 27Q: 3 clusters Score -2642739 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2642850.000000 Penalty: 3236.142090
	Iteration 28Q: 3 clusters Score -2642850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2642932.750000 Penalty: 3236.142090
	Iteration 29Q: 3 clusters Score -2642933 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2642993.500000 Penalty: 3236.142090
	Iteration 30Q: 3 clusters Score -2642994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2643037.500000 Penalty: 3236.142090
	Iteration 31Q: 3 clusters Score -2643038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2643067.250000 Penalty: 3236.142090
	Iteration 32Q: 3 clusters Score -2643067 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2643082.750000 Penalty: 3236.142090
	Iteration 33Q: 3 clusters Score -2643083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2643106.750000 Penalty: 3236.142090
	Iteration 34Q: 3 clusters Score -2643107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2643114.750000 Penalty: 3236.142090
	Iteration 35Q: 3 clusters Score -2643115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2643121.000000 Penalty: 3236.142090
	Iteration 36Q: 3 clusters Score -2643121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2643121.000000 Penalty: 3236.142090
	Iteration 37Q: 3 clusters Score -2643121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2643130.250000 Penalty: 3236.142090
	Iteration 38Q: 3 clusters Score -2643130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2643134.500000 Penalty: 3236.142090
	Iteration 39Q: 3 clusters Score -2643134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2643144.000000 Penalty: 3236.142090
	Iteration 40F: 3 clusters Score -2643144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2643142.250000 Penalty: 3236.142090
	Iteration 41Q: 3 clusters Score -2643142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2643150.750000 Penalty: 3236.142090
	Iteration 42Q: 3 clusters Score -2643151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2643161.250000 Penalty: 3236.142090
	Iteration 43Q: 3 clusters Score -2643161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2643178.250000 Penalty: 3236.142090
	Iteration 44Q: 3 clusters Score -2643178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2643182.250000 Penalty: 3236.142090
	Iteration 45Q: 3 clusters Score -2643182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2643192.000000 Penalty: 3236.142090
	Iteration 46Q: 3 clusters Score -2643192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2643185.000000 Penalty: 3236.142090
	Iteration 47Q: 3 clusters Score -2643185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2643205.750000 Penalty: 3236.142090
	Iteration 48Q: 3 clusters Score -2643206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2643210.250000 Penalty: 3236.142090
	Iteration 49Q: 3 clusters Score -2643210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2643218.750000 Penalty: 3236.142090
	Iteration 50Q: 3 clusters Score -2643219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2643222.750000 Penalty: 3236.142090
	Iteration 51Q: 3 clusters Score -2643223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2643221.000000 Penalty: 3236.142090
	Iteration 52Q: 3 clusters Score -2643221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2643221.000000 Penalty: 3236.142090
	Iteration 53Q: 3 clusters Score -2643221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2643224.500000 Penalty: 3236.142090
	Iteration 54Q: 3 clusters Score -2643224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2643227.500000 Penalty: 3236.142090
	Iteration 55Q: 3 clusters Score -2643228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2643222.750000 Penalty: 3236.142090
	Iteration 56Q: 3 clusters Score -2643223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2643236.250000 Penalty: 3236.142090
	Iteration 57Q: 3 clusters Score -2643236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2643240.250000 Penalty: 3236.142090
	Iteration 58Q: 3 clusters Score -2643240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2643244.750000 Penalty: 3236.142090
	Iteration 59Q: 3 clusters Score -2643245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2643241.250000 Penalty: 3236.142090
	Iteration 60F: 3 clusters Score -2643241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2643244.500000 Penalty: 3236.142090
	Iteration 61Q: 3 clusters Score -2643244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2643249.750000 Penalty: 3236.142090
	Iteration 62Q: 3 clusters Score -2643250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2643257.500000 Penalty: 3236.142090
	Iteration 63Q: 3 clusters Score -2643258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2643264.750000 Penalty: 3236.142090
	Iteration 64Q: 3 clusters Score -2643265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2643273.250000 Penalty: 3236.142090
	Iteration 65Q: 3 clusters Score -2643273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2643273.500000 Penalty: 3236.142090
	Iteration 66Q: 3 clusters Score -2643274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2643281.750000 Penalty: 3236.142090
	Iteration 67Q: 3 clusters Score -2643282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2643290.000000 Penalty: 3236.142090
	Iteration 68Q: 3 clusters Score -2643290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2643292.250000 Penalty: 3236.142090
	Iteration 69Q: 3 clusters Score -2643292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2643288.500000 Penalty: 3236.142090
	Iteration 70Q: 3 clusters Score -2643288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2643292.000000 Penalty: 3236.142090
	Iteration 71Q: 3 clusters Score -2643292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2643294.500000 Penalty: 3236.142090
	Iteration 72Q: 3 clusters Score -2643294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2643295.500000 Penalty: 3236.142090
	Iteration 73Q: 3 clusters Score -2643296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2643294.500000 Penalty: 3236.142090
	Iteration 74Q: 3 clusters Score -2643294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2643300.000000 Penalty: 3236.142090
	Iteration 75Q: 3 clusters Score -2643300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2643303.000000 Penalty: 3236.142090
	Iteration 76Q: 3 clusters Score -2643303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2643304.750000 Penalty: 3236.142090
	Iteration 77Q: 3 clusters Score -2643305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2643311.000000 Penalty: 3236.142090
	Iteration 78Q: 3 clusters Score -2643311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2643307.000000 Penalty: 3236.142090
	Iteration 79Q: 3 clusters Score -2643307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2643312.000000 Penalty: 3236.142090
	Iteration 80F: 3 clusters Score -2643312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2643310.500000 Penalty: 3236.142090
	Iteration 81Q: 3 clusters Score -2643310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2643322.500000 Penalty: 3236.142090
	Iteration 82Q: 3 clusters Score -2643322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2643326.250000 Penalty: 3236.142090
	Iteration 83Q: 3 clusters Score -2643326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2643336.250000 Penalty: 3236.142090
	Iteration 84Q: 3 clusters Score -2643336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2643341.250000 Penalty: 3236.142090
	Iteration 85Q: 3 clusters Score -2643341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2643343.000000 Penalty: 3236.142090
	Iteration 86Q: 3 clusters Score -2643343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2643340.250000 Penalty: 3236.142090
	Iteration 87Q: 3 clusters Score -2643340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2643345.750000 Penalty: 3236.142090
	Iteration 88Q: 3 clusters Score -2643346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2643341.000000 Penalty: 3236.142090
	Iteration 89Q: 3 clusters Score -2643341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2643344.000000 Penalty: 3236.142090
	Iteration 90Q: 3 clusters Score -2643344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2643342.500000 Penalty: 3236.142090
	Iteration 91Q: 3 clusters Score -2643342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2643351.750000 Penalty: 3236.142090
	Iteration 92Q: 3 clusters Score -2643352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2643355.750000 Penalty: 3236.142090
	Iteration 93Q: 3 clusters Score -2643356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2643355.250000 Penalty: 3236.142090
	Iteration 94Q: 3 clusters Score -2643355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2643361.750000 Penalty: 3236.142090
	Iteration 95Q: 3 clusters Score -2643362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2643364.000000 Penalty: 3236.142090
	Iteration 96Q: 3 clusters Score -2643364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2643370.750000 Penalty: 3236.142090
	Iteration 97Q: 3 clusters Score -2643371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2643383.750000 Penalty: 3236.142090
	Iteration 98Q: 3 clusters Score -2643384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2643404.500000 Penalty: 3236.142090
	Iteration 99Q: 3 clusters Score -2643404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2643406.750000 Penalty: 3236.142090
	Iteration 100F: 3 clusters Score -2643407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2643408.000000 Penalty: 3236.142090
	Iteration 101Q: 3 clusters Score -2643408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2643411.500000 Penalty: 3236.142090
	Iteration 102Q: 3 clusters Score -2643412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2643418.500000 Penalty: 3236.142090
	Iteration 103Q: 3 clusters Score -2643418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2643422.250000 Penalty: 3236.142090
	Iteration 104Q: 3 clusters Score -2643422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2643425.250000 Penalty: 3236.142090
	Iteration 105Q: 3 clusters Score -2643425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2643419.750000 Penalty: 3236.142090
	Iteration 106Q: 3 clusters Score -2643420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2643431.500000 Penalty: 3236.142090
	Iteration 107Q: 3 clusters Score -2643432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2643429.750000 Penalty: 3236.142090
	Iteration 108Q: 3 clusters Score -2643430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2643439.500000 Penalty: 3236.142090
	Iteration 109Q: 3 clusters Score -2643440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2643438.500000 Penalty: 3236.142090
	Iteration 110Q: 3 clusters Score -2643438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2643443.000000 Penalty: 3236.142090
	Iteration 111Q: 3 clusters Score -2643443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2643449.000000 Penalty: 3236.142090
	Iteration 112Q: 3 clusters Score -2643449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2643446.250000 Penalty: 3236.142090
	Iteration 113Q: 3 clusters Score -2643446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2643449.750000 Penalty: 3236.142090
	Iteration 114Q: 3 clusters Score -2643450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2643450.500000 Penalty: 3236.142090
	Iteration 115Q: 3 clusters Score -2643450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2643456.250000 Penalty: 3236.142090
	Iteration 116Q: 3 clusters Score -2643456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2643457.500000 Penalty: 3236.142090
	Iteration 117Q: 3 clusters Score -2643458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2643466.500000 Penalty: 3236.142090
	Iteration 118Q: 3 clusters Score -2643466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2643465.000000 Penalty: 3236.142090
	Iteration 119Q: 3 clusters Score -2643465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2643471.000000 Penalty: 3236.142090
	Iteration 120F: 3 clusters Score -2643471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2643467.500000 Penalty: 3236.142090
	Iteration 121Q: 3 clusters Score -2643468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2643463.750000 Penalty: 3236.142090
	Iteration 122Q: 3 clusters Score -2643464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2643469.250000 Penalty: 3236.142090
	Iteration 123Q: 3 clusters Score -2643469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2643467.500000 Penalty: 3236.142090
	Iteration 124Q: 3 clusters Score -2643468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2643470.500000 Penalty: 3236.142090
	Iteration 125Q: 3 clusters Score -2643470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2643472.750000 Penalty: 3236.142090
	Iteration 126Q: 3 clusters Score -2643473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2643472.250000 Penalty: 3236.142090
	Iteration 127Q: 3 clusters Score -2643472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2643472.000000 Penalty: 3236.142090
	Iteration 128Q: 3 clusters Score -2643472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2643471.750000 Penalty: 3236.142090
	Iteration 129Q: 3 clusters Score -2643472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2643471.250000 Penalty: 3236.142090
	Iteration 130Q: 3 clusters Score -2643471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2643473.000000 Penalty: 3236.142090
	Iteration 131Q: 3 clusters Score -2643473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2643472.500000 Penalty: 3236.142090
	Iteration 132Q: 3 clusters Score -2643472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2643473.250000 Penalty: 3236.142090
	Iteration 133Q: 3 clusters Score -2643473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2643473.250000 Penalty: 3236.142090
	Iteration 134F: 3 clusters Score -2643473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -13012.770508 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -13012.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12248.016602 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -12248.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12365.434570 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -12365.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12440.765625 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -12440.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12482.327148 Penalty: 1815.855835
	Iteration 3F: 3 clusters Score -12482.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12555.729492 Penalty: 1815.855835
	Iteration 4F: 3 clusters Score -12555.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12620.718750 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -12620.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12648.369141 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -12648.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12664.847656 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -12664.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12669.637695 Penalty: 1815.855835
	Iteration 8Q: 3 clusters Score -12669.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12669.637695 Penalty: 1815.855835
	Iteration 9F: 3 clusters Score -12669.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -116489.656250 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -116489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115111.484375 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -115111.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115390.343750 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -115390.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115498.625000 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -115498.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115552.335938 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -115552.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115588.171875 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -115588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115636.109375 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -115636.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115687.453125 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -115687.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115727.882812 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -115727.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115777.046875 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -115777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115833.031250 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -115833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115896.867188 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -115896.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115928.523438 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -115928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115945.328125 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -115945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115957.796875 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -115957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115966.140625 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -115966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115978.515625 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -115978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115987.765625 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -115987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115990.132812 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -115990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115992.156250 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -115992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115998.414062 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -115998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116005.296875 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -116005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116014.820312 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -116014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116021.257812 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -116021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116024.507812 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -116024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116024.507812 Penalty: 2239.447998
	Iteration 24F: 3 clusters Score -116024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Entering Unmasked Estep 
Score: -4858915.000000 Penalty: 1705.732422
	Iteration 0F: 2 clusters Score -4858915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4834477.500000 Penalty: 3411.464844
	Iteration 0F: 3 clusters Score -4834478 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4843778.000000 Penalty: 3411.464844
	Iteration 1F: 3 clusters Score -4843778 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4844070.500000 Penalty: 3411.464844
	Iteration 2Q: 3 clusters Score -4844070 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4844395.500000 Penalty: 3411.464844
	Iteration 3Q: 3 clusters Score -4844396 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4844641.500000 Penalty: 3411.464844
	Iteration 4Q: 3 clusters Score -4844642 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4844948.500000 Penalty: 3411.464844
	Iteration 5Q: 3 clusters Score -4844948 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4845247.500000 Penalty: 3411.464844
	Iteration 6Q: 3 clusters Score -4845248 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4845672.500000 Penalty: 3411.464844
	Iteration 7Q: 3 clusters Score -4845672 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -4846229.000000 Penalty: 3411.464844
	Iteration 8Q: 3 clusters Score -4846229 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4847037.500000 Penalty: 3411.464844
	Iteration 9Q: 3 clusters Score -4847038 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4848113.500000 Penalty: 3411.464844
	Iteration 10F: 3 clusters Score -4848114 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4849528.000000 Penalty: 3411.464844
	Iteration 11F: 3 clusters Score -4849528 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4851166.500000 Penalty: 3411.464844
	Iteration 12F: 3 clusters Score -4851166 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4852712.500000 Penalty: 3411.464844
	Iteration 13F: 3 clusters Score -4852712 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4853997.000000 Penalty: 3411.464844
	Iteration 14Q: 3 clusters Score -4853997 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4855026.500000 Penalty: 3411.464844
	Iteration 15Q: 3 clusters Score -4855026 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4855815.500000 Penalty: 3411.464844
	Iteration 16Q: 3 clusters Score -4855816 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4856384.000000 Penalty: 3411.464844
	Iteration 17Q: 3 clusters Score -4856384 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4856802.500000 Penalty: 3411.464844
	Iteration 18Q: 3 clusters Score -4856802 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4857047.000000 Penalty: 3411.464844
	Iteration 19Q: 3 clusters Score -4857047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4857172.500000 Penalty: 3411.464844
	Iteration 20F: 3 clusters Score -4857172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4857253.500000 Penalty: 3411.464844
	Iteration 21Q: 3 clusters Score -4857254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4857298.500000 Penalty: 3411.464844
	Iteration 22Q: 3 clusters Score -4857298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4857338.500000 Penalty: 3411.464844
	Iteration 23Q: 3 clusters Score -4857338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4857352.500000 Penalty: 3411.464844
	Iteration 24Q: 3 clusters Score -4857352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4857366.000000 Penalty: 3411.464844
	Iteration 25Q: 3 clusters Score -4857366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4857369.500000 Penalty: 3411.464844
	Iteration 26Q: 3 clusters Score -4857370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4857375.500000 Penalty: 3411.464844
	Iteration 27Q: 3 clusters Score -4857376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4857379.500000 Penalty: 3411.464844
	Iteration 28Q: 3 clusters Score -4857380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4857378.500000 Penalty: 3411.464844
	Iteration 29Q: 3 clusters Score -4857378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4857381.000000 Penalty: 3411.464844
	Iteration 30Q: 3 clusters Score -4857381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4857386.500000 Penalty: 3411.464844
	Iteration 31Q: 3 clusters Score -4857386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4857386.500000 Penalty: 3411.464844
	Iteration 32F: 3 clusters Score -4857386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66162.632812 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66162.63 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66474.664062 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66474.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66560.679688 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66560.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66632.171875 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66632.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66707.804688 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -66707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66749.796875 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -66749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66788.328125 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -66788.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66805.304688 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -66805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66821.390625 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -66821.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66835.851562 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -66835.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66847.609375 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -66847.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66866.687500 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -66866.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66884.328125 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -66884.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66913.890625 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -66913.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66958.476562 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -66958.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67016.054688 Penalty: 2085.437988
	Iteration 15Q: 3 clusters Score -67016.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67042.054688 Penalty: 2085.437988
	Iteration 16Q: 3 clusters Score -67042.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67053.421875 Penalty: 2085.437988
	Iteration 17Q: 3 clusters Score -67053.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67061.648438 Penalty: 2085.437988
	Iteration 18Q: 3 clusters Score -67061.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67076.406250 Penalty: 2085.437988
	Iteration 19Q: 3 clusters Score -67076.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67101.570312 Penalty: 2085.437988
	Iteration 20F: 3 clusters Score -67101.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67114.289062 Penalty: 2085.437988
	Iteration 21Q: 3 clusters Score -67114.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67125.250000 Penalty: 2085.437988
	Iteration 22Q: 3 clusters Score -67125.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67132.882812 Penalty: 2085.437988
	Iteration 23Q: 3 clusters Score -67132.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67145.796875 Penalty: 2085.437988
	Iteration 24Q: 3 clusters Score -67145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67157.195312 Penalty: 2085.437988
	Iteration 25Q: 3 clusters Score -67157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67164.718750 Penalty: 2085.437988
	Iteration 26Q: 3 clusters Score -67164.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67168.085938 Penalty: 2085.437988
	Iteration 27Q: 3 clusters Score -67168.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67169.273438 Penalty: 2085.437988
	Iteration 28Q: 3 clusters Score -67169.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67171.835938 Penalty: 2085.437988
	Iteration 29Q: 3 clusters Score -67171.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67173.718750 Penalty: 2085.437988
	Iteration 30Q: 3 clusters Score -67173.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67174.640625 Penalty: 2085.437988
	Iteration 31Q: 3 clusters Score -67174.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67175.539062 Penalty: 2085.437988
	Iteration 32Q: 3 clusters Score -67175.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67175.539062 Penalty: 2085.437988
	Iteration 33F: 3 clusters Score -67175.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -261883.093750 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -261883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259759.718750 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -259759.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260275.187500 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -260275.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -260442.359375 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -260442.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260560.140625 Penalty: 2484.131836
	Iteration 3F: 3 clusters Score -260560.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -260638.156250 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -260638.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -260710.203125 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -260710.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260768.125000 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -260768.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -260835.906250 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -260835.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -260887.562500 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -260887.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -260931.250000 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -260931.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261001.812500 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -261001.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261092.328125 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -261092.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -261213.843750 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -261213.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261325.656250 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -261325.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -261401.687500 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -261401.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -261441.937500 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -261441.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261470.171875 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -261470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261484.640625 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -261484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261488.843750 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -261488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261489.796875 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -261489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261492.703125 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -261492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261498.062500 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -261498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -261514.515625 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -261514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261527.968750 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -261528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261538.015625 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -261538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261546.609375 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -261546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261549.421875 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -261549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -261551.093750 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -261551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261552.500000 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -261552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261553.171875 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -261553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -261554.000000 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -261554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261554.500000 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -261554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261555.453125 Penalty: 2484.131836
	Iteration 32Q: 3 clusters Score -261555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261555.453125 Penalty: 2484.131836
	Iteration 33F: 3 clusters Score -261555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Entering Unmasked Estep 
Score: -1533484.250000 Penalty: 1525.601807
	Iteration 0F: 2 clusters Score -1533484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1525097.500000 Penalty: 3051.203613
	Iteration 0F: 3 clusters Score -1525098 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1528289.375000 Penalty: 3051.203613
	Iteration 1F: 3 clusters Score -1528289 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1528789.750000 Penalty: 3051.203613
	Iteration 2F: 3 clusters Score -1528790 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1529197.000000 Penalty: 3051.203613
	Iteration 3F: 3 clusters Score -1529197 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1529508.375000 Penalty: 3051.203613
	Iteration 4F: 3 clusters Score -1529508 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1529787.500000 Penalty: 3051.203613
	Iteration 5Q: 3 clusters Score -1529788 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1530015.125000 Penalty: 3051.203613
	Iteration 6Q: 3 clusters Score -1530015 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1530252.375000 Penalty: 3051.203613
	Iteration 7Q: 3 clusters Score -1530252 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1530486.125000 Penalty: 3051.203613
	Iteration 8Q: 3 clusters Score -1530486 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1530724.875000 Penalty: 3051.203613
	Iteration 9Q: 3 clusters Score -1530725 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1530967.375000 Penalty: 3051.203613
	Iteration 10Q: 3 clusters Score -1530967 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1531219.250000 Penalty: 3051.203613
	Iteration 11Q: 3 clusters Score -1531219 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1531435.875000 Penalty: 3051.203613
	Iteration 12Q: 3 clusters Score -1531436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1531637.250000 Penalty: 3051.203613
	Iteration 13Q: 3 clusters Score -1531637 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1531839.125000 Penalty: 3051.203613
	Iteration 14Q: 3 clusters Score -1531839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1532029.125000 Penalty: 3051.203613
	Iteration 15Q: 3 clusters Score -1532029 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1532203.000000 Penalty: 3051.203613
	Iteration 16Q: 3 clusters Score -1532203 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1532337.625000 Penalty: 3051.203613
	Iteration 17Q: 3 clusters Score -1532338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1532443.875000 Penalty: 3051.203613
	Iteration 18Q: 3 clusters Score -1532444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1532537.750000 Penalty: 3051.203613
	Iteration 19Q: 3 clusters Score -1532538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1532655.875000 Penalty: 3051.203613
	Iteration 20F: 3 clusters Score -1532656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1532804.375000 Penalty: 3051.203613
	Iteration 21Q: 3 clusters Score -1532804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1532990.375000 Penalty: 3051.203613
	Iteration 22Q: 3 clusters Score -1532990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1533117.250000 Penalty: 3051.203613
	Iteration 23Q: 3 clusters Score -1533117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1533168.625000 Penalty: 3051.203613
	Iteration 24Q: 3 clusters Score -1533169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1533188.500000 Penalty: 3051.203613
	Iteration 25Q: 3 clusters Score -1533188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1533203.000000 Penalty: 3051.203613
	Iteration 26Q: 3 clusters Score -1533203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1533214.750000 Penalty: 3051.203613
	Iteration 27Q: 3 clusters Score -1533215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1533225.125000 Penalty: 3051.203613
	Iteration 28Q: 3 clusters Score -1533225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1533243.000000 Penalty: 3051.203613
	Iteration 29Q: 3 clusters Score -1533243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1533257.375000 Penalty: 3051.203613
	Iteration 30Q: 3 clusters Score -1533257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1533272.250000 Penalty: 3051.203613
	Iteration 31Q: 3 clusters Score -1533272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1533278.750000 Penalty: 3051.203613
	Iteration 32Q: 3 clusters Score -1533279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1533288.000000 Penalty: 3051.203613
	Iteration 33Q: 3 clusters Score -1533288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1533296.875000 Penalty: 3051.203613
	Iteration 34Q: 3 clusters Score -1533297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1533298.625000 Penalty: 3051.203613
	Iteration 35Q: 3 clusters Score -1533299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1533303.000000 Penalty: 3051.203613
	Iteration 36Q: 3 clusters Score -1533303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1533304.625000 Penalty: 3051.203613
	Iteration 37Q: 3 clusters Score -1533305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1533303.125000 Penalty: 3051.203613
	Iteration 38Q: 3 clusters Score -1533303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1533304.250000 Penalty: 3051.203613
	Iteration 39Q: 3 clusters Score -1533304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1533310.625000 Penalty: 3051.203613
	Iteration 40F: 3 clusters Score -1533311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1533311.375000 Penalty: 3051.203613
	Iteration 41Q: 3 clusters Score -1533311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1533316.250000 Penalty: 3051.203613
	Iteration 42Q: 3 clusters Score -1533316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1533325.500000 Penalty: 3051.203613
	Iteration 43Q: 3 clusters Score -1533326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1533324.000000 Penalty: 3051.203613
	Iteration 44Q: 3 clusters Score -1533324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1533331.625000 Penalty: 3051.203613
	Iteration 45Q: 3 clusters Score -1533332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1533334.250000 Penalty: 3051.203613
	Iteration 46Q: 3 clusters Score -1533334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1533341.875000 Penalty: 3051.203613
	Iteration 47Q: 3 clusters Score -1533342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1533347.500000 Penalty: 3051.203613
	Iteration 48Q: 3 clusters Score -1533348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1533354.000000 Penalty: 3051.203613
	Iteration 49Q: 3 clusters Score -1533354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1533354.625000 Penalty: 3051.203613
	Iteration 50Q: 3 clusters Score -1533355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1533358.000000 Penalty: 3051.203613
	Iteration 51Q: 3 clusters Score -1533358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1533358.375000 Penalty: 3051.203613
	Iteration 52Q: 3 clusters Score -1533358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1533360.500000 Penalty: 3051.203613
	Iteration 53Q: 3 clusters Score -1533360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1533360.875000 Penalty: 3051.203613
	Iteration 54Q: 3 clusters Score -1533361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1533365.000000 Penalty: 3051.203613
	Iteration 55Q: 3 clusters Score -1533365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1533364.250000 Penalty: 3051.203613
	Iteration 56Q: 3 clusters Score -1533364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1533365.625000 Penalty: 3051.203613
	Iteration 57Q: 3 clusters Score -1533366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1533365.750000 Penalty: 3051.203613
	Iteration 58Q: 3 clusters Score -1533366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1533368.375000 Penalty: 3051.203613
	Iteration 59Q: 3 clusters Score -1533368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1533367.250000 Penalty: 3051.203613
	Iteration 60F: 3 clusters Score -1533367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1533368.500000 Penalty: 3051.203613
	Iteration 61Q: 3 clusters Score -1533368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1533368.500000 Penalty: 3051.203613
	Iteration 62F: 3 clusters Score -1533368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -13701.853516 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -13701.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13011.763672 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -13011.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13345.711914 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -13345.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13462.933594 Penalty: 1859.101318
	Iteration 2F: 3 clusters Score -13462.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13555.104492 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -13555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13644.928711 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -13644.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13711.567383 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -13711.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13732.651367 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -13732.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13771.939453 Penalty: 1859.101318
	Iteration 7Q: 3 clusters Score -13771.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13817.256836 Penalty: 1859.101318
	Iteration 8Q: 3 clusters Score -13817.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13842.502930 Penalty: 1859.101318
	Iteration 9Q: 3 clusters Score -13842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13850.543945 Penalty: 1859.101318
	Iteration 10Q: 3 clusters Score -13850.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13850.543945 Penalty: 1859.101318
	Iteration 11F: 3 clusters Score -13850.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994776.000000 Penalty: 106718.789062
Splitting cluster 19 changes total score from -85996000.000000 to -85994776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -26011.882812 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -26011.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25312.990234 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25312.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25464.007812 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25464.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25505.099609 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -25505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25511.390625 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25511.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25520.990234 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25520.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25520.990234 Penalty: 1770.189575
	Iteration 5F: 3 clusters Score -25520.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -649299.062500 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -649299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -645350.875000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -645350.9 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -646436.937500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -646436.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -646621.250000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -646621.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -646786.187500 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -646786.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -646955.437500 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -646955.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -647145.375000 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -647145.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -647330.500000 Penalty: 2767.502197
	Iteration 6F: 3 clusters Score -647330.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -647513.375000 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -647513.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -647710.562500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -647710.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -647852.937500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -647852.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -647971.125000 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -647971.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -648057.562500 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -648057.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -648107.000000 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -648107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -648143.687500 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -648143.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -648168.625000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -648168.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -648188.375000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -648188.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -648206.750000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -648206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -648216.625000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -648216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -648230.125000 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -648230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -648240.250000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -648240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -648251.312500 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -648251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -648256.187500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -648256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -648262.187500 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -648262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -648266.250000 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -648266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -648269.937500 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -648269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -648272.625000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -648272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -648274.312500 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -648274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -648275.937500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -648275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -648276.062500 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -648276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -648276.250000 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -648276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -648276.250000 Penalty: 2767.502197
	Iteration 30F: 3 clusters Score -648276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Entering Unmasked Estep 
Score: -2357556.000000 Penalty: 1593.275391
	Iteration 0F: 2 clusters Score -2357556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2345095.500000 Penalty: 3186.550781
	Iteration 0F: 3 clusters Score -2345096 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2349432.000000 Penalty: 3186.550781
	Iteration 1F: 3 clusters Score -2349432 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2349704.750000 Penalty: 3186.550781
	Iteration 2Q: 3 clusters Score -2349705 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2349921.250000 Penalty: 3186.550781
	Iteration 3Q: 3 clusters Score -2349921 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2350112.000000 Penalty: 3186.550781
	Iteration 4Q: 3 clusters Score -2350112 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2350310.500000 Penalty: 3186.550781
	Iteration 5Q: 3 clusters Score -2350310 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2350542.250000 Penalty: 3186.550781
	Iteration 6Q: 3 clusters Score -2350542 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2350836.250000 Penalty: 3186.550781
	Iteration 7Q: 3 clusters Score -2350836 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2351223.000000 Penalty: 3186.550781
	Iteration 8Q: 3 clusters Score -2351223 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2351706.750000 Penalty: 3186.550781
	Iteration 9Q: 3 clusters Score -2351707 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2352193.250000 Penalty: 3186.550781
	Iteration 10F: 3 clusters Score -2352193 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2352697.750000 Penalty: 3186.550781
	Iteration 11Q: 3 clusters Score -2352698 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2353241.000000 Penalty: 3186.550781
	Iteration 12Q: 3 clusters Score -2353241 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2353772.250000 Penalty: 3186.550781
	Iteration 13Q: 3 clusters Score -2353772 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2354172.250000 Penalty: 3186.550781
	Iteration 14Q: 3 clusters Score -2354172 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2354550.750000 Penalty: 3186.550781
	Iteration 15Q: 3 clusters Score -2354551 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2354869.500000 Penalty: 3186.550781
	Iteration 16Q: 3 clusters Score -2354870 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2355175.250000 Penalty: 3186.550781
	Iteration 17Q: 3 clusters Score -2355175 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2355457.250000 Penalty: 3186.550781
	Iteration 18Q: 3 clusters Score -2355457 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2355647.500000 Penalty: 3186.550781
	Iteration 19Q: 3 clusters Score -2355648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2355782.500000 Penalty: 3186.550781
	Iteration 20F: 3 clusters Score -2355782 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2355903.250000 Penalty: 3186.550781
	Iteration 21Q: 3 clusters Score -2355903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2355985.500000 Penalty: 3186.550781
	Iteration 22Q: 3 clusters Score -2355986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2356047.250000 Penalty: 3186.550781
	Iteration 23Q: 3 clusters Score -2356047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2356085.250000 Penalty: 3186.550781
	Iteration 24Q: 3 clusters Score -2356085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2356119.500000 Penalty: 3186.550781
	Iteration 25Q: 3 clusters Score -2356120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2356137.500000 Penalty: 3186.550781
	Iteration 26Q: 3 clusters Score -2356138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2356145.750000 Penalty: 3186.550781
	Iteration 27Q: 3 clusters Score -2356146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2356162.250000 Penalty: 3186.550781
	Iteration 28Q: 3 clusters Score -2356162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2356171.500000 Penalty: 3186.550781
	Iteration 29Q: 3 clusters Score -2356172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2356180.000000 Penalty: 3186.550781
	Iteration 30Q: 3 clusters Score -2356180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2356193.250000 Penalty: 3186.550781
	Iteration 31Q: 3 clusters Score -2356193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2356198.750000 Penalty: 3186.550781
	Iteration 32Q: 3 clusters Score -2356199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2356208.500000 Penalty: 3186.550781
	Iteration 33Q: 3 clusters Score -2356208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2356215.500000 Penalty: 3186.550781
	Iteration 34Q: 3 clusters Score -2356216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2356221.500000 Penalty: 3186.550781
	Iteration 35Q: 3 clusters Score -2356222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2356229.500000 Penalty: 3186.550781
	Iteration 36Q: 3 clusters Score -2356230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2356233.500000 Penalty: 3186.550781
	Iteration 37Q: 3 clusters Score -2356234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2356236.000000 Penalty: 3186.550781
	Iteration 38Q: 3 clusters Score -2356236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2356241.000000 Penalty: 3186.550781
	Iteration 39Q: 3 clusters Score -2356241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2356240.000000 Penalty: 3186.550781
	Iteration 40F: 3 clusters Score -2356240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2356240.250000 Penalty: 3186.550781
	Iteration 41Q: 3 clusters Score -2356240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2356237.250000 Penalty: 3186.550781
	Iteration 42Q: 3 clusters Score -2356237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2356240.250000 Penalty: 3186.550781
	Iteration 43Q: 3 clusters Score -2356240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2356246.000000 Penalty: 3186.550781
	Iteration 44Q: 3 clusters Score -2356246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2356245.750000 Penalty: 3186.550781
	Iteration 45Q: 3 clusters Score -2356246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2356249.500000 Penalty: 3186.550781
	Iteration 46Q: 3 clusters Score -2356250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2356251.750000 Penalty: 3186.550781
	Iteration 47Q: 3 clusters Score -2356252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2356253.250000 Penalty: 3186.550781
	Iteration 48Q: 3 clusters Score -2356253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2356253.500000 Penalty: 3186.550781
	Iteration 49Q: 3 clusters Score -2356254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2356255.250000 Penalty: 3186.550781
	Iteration 50Q: 3 clusters Score -2356255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2356259.500000 Penalty: 3186.550781
	Iteration 51Q: 3 clusters Score -2356260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2356255.500000 Penalty: 3186.550781
	Iteration 52Q: 3 clusters Score -2356256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2356263.000000 Penalty: 3186.550781
	Iteration 53Q: 3 clusters Score -2356263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2356266.000000 Penalty: 3186.550781
	Iteration 54Q: 3 clusters Score -2356266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2356269.250000 Penalty: 3186.550781
	Iteration 55Q: 3 clusters Score -2356269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2356273.500000 Penalty: 3186.550781
	Iteration 56Q: 3 clusters Score -2356274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2356271.000000 Penalty: 3186.550781
	Iteration 57Q: 3 clusters Score -2356271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2356266.500000 Penalty: 3186.550781
	Iteration 58Q: 3 clusters Score -2356266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2356269.250000 Penalty: 3186.550781
	Iteration 59Q: 3 clusters Score -2356269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2356271.500000 Penalty: 3186.550781
	Iteration 60F: 3 clusters Score -2356272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2356270.750000 Penalty: 3186.550781
	Iteration 61Q: 3 clusters Score -2356271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2356273.250000 Penalty: 3186.550781
	Iteration 62Q: 3 clusters Score -2356273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2356270.500000 Penalty: 3186.550781
	Iteration 63Q: 3 clusters Score -2356270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2356272.500000 Penalty: 3186.550781
	Iteration 64Q: 3 clusters Score -2356272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2356274.500000 Penalty: 3186.550781
	Iteration 65Q: 3 clusters Score -2356274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2356274.250000 Penalty: 3186.550781
	Iteration 66Q: 3 clusters Score -2356274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2356277.000000 Penalty: 3186.550781
	Iteration 67Q: 3 clusters Score -2356277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2356277.000000 Penalty: 3186.550781
	Iteration 68F: 3 clusters Score -2356277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Entering Unmasked Estep 
Score: -2587379.500000 Penalty: 1572.108643
	Iteration 0F: 2 clusters Score -2587380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2576366.500000 Penalty: 3144.217285
	Iteration 0F: 3 clusters Score -2576366 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2580271.750000 Penalty: 3144.217285
	Iteration 1F: 3 clusters Score -2580272 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2580752.000000 Penalty: 3144.217285
	Iteration 2F: 3 clusters Score -2580752 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2581307.750000 Penalty: 3144.217285
	Iteration 3F: 3 clusters Score -2581308 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2582024.250000 Penalty: 3144.217285
	Iteration 4F: 3 clusters Score -2582024 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2582954.500000 Penalty: 3144.217285
	Iteration 5F: 3 clusters Score -2582954 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2583963.750000 Penalty: 3144.217285
	Iteration 6F: 3 clusters Score -2583964 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2584752.500000 Penalty: 3144.217285
	Iteration 7F: 3 clusters Score -2584752 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2585380.750000 Penalty: 3144.217285
	Iteration 8F: 3 clusters Score -2585381 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2585788.000000 Penalty: 3144.217285
	Iteration 9Q: 3 clusters Score -2585788 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2586016.000000 Penalty: 3144.217285
	Iteration 10Q: 3 clusters Score -2586016 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2586160.250000 Penalty: 3144.217285
	Iteration 11Q: 3 clusters Score -2586160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2586246.750000 Penalty: 3144.217285
	Iteration 12Q: 3 clusters Score -2586247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2586284.750000 Penalty: 3144.217285
	Iteration 13Q: 3 clusters Score -2586285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2586306.250000 Penalty: 3144.217285
	Iteration 14Q: 3 clusters Score -2586306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2586324.750000 Penalty: 3144.217285
	Iteration 15Q: 3 clusters Score -2586325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2586344.500000 Penalty: 3144.217285
	Iteration 16Q: 3 clusters Score -2586344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2586370.000000 Penalty: 3144.217285
	Iteration 17Q: 3 clusters Score -2586370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2586386.000000 Penalty: 3144.217285
	Iteration 18Q: 3 clusters Score -2586386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2586406.000000 Penalty: 3144.217285
	Iteration 19Q: 3 clusters Score -2586406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2586421.250000 Penalty: 3144.217285
	Iteration 20F: 3 clusters Score -2586421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2586438.000000 Penalty: 3144.217285
	Iteration 21Q: 3 clusters Score -2586438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2586462.250000 Penalty: 3144.217285
	Iteration 22Q: 3 clusters Score -2586462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2586481.500000 Penalty: 3144.217285
	Iteration 23Q: 3 clusters Score -2586482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2586496.750000 Penalty: 3144.217285
	Iteration 24Q: 3 clusters Score -2586497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2586527.750000 Penalty: 3144.217285
	Iteration 25Q: 3 clusters Score -2586528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2586556.500000 Penalty: 3144.217285
	Iteration 26Q: 3 clusters Score -2586556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2586599.500000 Penalty: 3144.217285
	Iteration 27Q: 3 clusters Score -2586600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2586638.750000 Penalty: 3144.217285
	Iteration 28Q: 3 clusters Score -2586639 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2586680.250000 Penalty: 3144.217285
	Iteration 29Q: 3 clusters Score -2586680 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2586713.750000 Penalty: 3144.217285
	Iteration 30Q: 3 clusters Score -2586714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2586739.500000 Penalty: 3144.217285
	Iteration 31Q: 3 clusters Score -2586740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2586774.000000 Penalty: 3144.217285
	Iteration 32Q: 3 clusters Score -2586774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2586798.500000 Penalty: 3144.217285
	Iteration 33Q: 3 clusters Score -2586798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2586832.750000 Penalty: 3144.217285
	Iteration 34Q: 3 clusters Score -2586833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2586871.000000 Penalty: 3144.217285
	Iteration 35Q: 3 clusters Score -2586871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2586908.500000 Penalty: 3144.217285
	Iteration 36Q: 3 clusters Score -2586908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2586954.750000 Penalty: 3144.217285
	Iteration 37Q: 3 clusters Score -2586955 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2586994.250000 Penalty: 3144.217285
	Iteration 38Q: 3 clusters Score -2586994 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2587059.250000 Penalty: 3144.217285
	Iteration 39Q: 3 clusters Score -2587059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2587116.750000 Penalty: 3144.217285
	Iteration 40F: 3 clusters Score -2587117 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2587154.500000 Penalty: 3144.217285
	Iteration 41Q: 3 clusters Score -2587154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2587202.250000 Penalty: 3144.217285
	Iteration 42Q: 3 clusters Score -2587202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2587239.000000 Penalty: 3144.217285
	Iteration 43Q: 3 clusters Score -2587239 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2587280.500000 Penalty: 3144.217285
	Iteration 44Q: 3 clusters Score -2587280 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2587316.250000 Penalty: 3144.217285
	Iteration 45Q: 3 clusters Score -2587316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2587352.750000 Penalty: 3144.217285
	Iteration 46Q: 3 clusters Score -2587353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2587381.750000 Penalty: 3144.217285
	Iteration 47Q: 3 clusters Score -2587382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2587393.000000 Penalty: 3144.217285
	Iteration 48Q: 3 clusters Score -2587393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2587411.000000 Penalty: 3144.217285
	Iteration 49Q: 3 clusters Score -2587411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2587440.250000 Penalty: 3144.217285
	Iteration 50Q: 3 clusters Score -2587440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2587445.750000 Penalty: 3144.217285
	Iteration 51Q: 3 clusters Score -2587446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2587456.000000 Penalty: 3144.217285
	Iteration 52Q: 3 clusters Score -2587456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2587456.750000 Penalty: 3144.217285
	Iteration 53Q: 3 clusters Score -2587457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2587463.500000 Penalty: 3144.217285
	Iteration 54Q: 3 clusters Score -2587464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2587466.000000 Penalty: 3144.217285
	Iteration 55Q: 3 clusters Score -2587466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2587477.250000 Penalty: 3144.217285
	Iteration 56Q: 3 clusters Score -2587477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2587475.750000 Penalty: 3144.217285
	Iteration 57Q: 3 clusters Score -2587476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2587477.250000 Penalty: 3144.217285
	Iteration 58Q: 3 clusters Score -2587477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2587479.000000 Penalty: 3144.217285
	Iteration 59Q: 3 clusters Score -2587479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2587477.750000 Penalty: 3144.217285
	Iteration 60F: 3 clusters Score -2587478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2587481.750000 Penalty: 3144.217285
	Iteration 61Q: 3 clusters Score -2587482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2587489.500000 Penalty: 3144.217285
	Iteration 62Q: 3 clusters Score -2587490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2587500.250000 Penalty: 3144.217285
	Iteration 63Q: 3 clusters Score -2587500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2587496.500000 Penalty: 3144.217285
	Iteration 64Q: 3 clusters Score -2587496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2587498.500000 Penalty: 3144.217285
	Iteration 65Q: 3 clusters Score -2587498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2587501.000000 Penalty: 3144.217285
	Iteration 66Q: 3 clusters Score -2587501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2587512.000000 Penalty: 3144.217285
	Iteration 67Q: 3 clusters Score -2587512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2587505.750000 Penalty: 3144.217285
	Iteration 68Q: 3 clusters Score -2587506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2587510.250000 Penalty: 3144.217285
	Iteration 69Q: 3 clusters Score -2587510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2587513.250000 Penalty: 3144.217285
	Iteration 70Q: 3 clusters Score -2587513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2587517.000000 Penalty: 3144.217285
	Iteration 71Q: 3 clusters Score -2587517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2587516.250000 Penalty: 3144.217285
	Iteration 72Q: 3 clusters Score -2587516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2587525.000000 Penalty: 3144.217285
	Iteration 73Q: 3 clusters Score -2587525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2587522.250000 Penalty: 3144.217285
	Iteration 74Q: 3 clusters Score -2587522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2587526.500000 Penalty: 3144.217285
	Iteration 75Q: 3 clusters Score -2587526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2587530.750000 Penalty: 3144.217285
	Iteration 76Q: 3 clusters Score -2587531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2587528.250000 Penalty: 3144.217285
	Iteration 77Q: 3 clusters Score -2587528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2587529.500000 Penalty: 3144.217285
	Iteration 78Q: 3 clusters Score -2587530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2587530.500000 Penalty: 3144.217285
	Iteration 79Q: 3 clusters Score -2587530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2587538.250000 Penalty: 3144.217285
	Iteration 80F: 3 clusters Score -2587538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2587537.500000 Penalty: 3144.217285
	Iteration 81Q: 3 clusters Score -2587538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2587541.500000 Penalty: 3144.217285
	Iteration 82Q: 3 clusters Score -2587542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2587545.250000 Penalty: 3144.217285
	Iteration 83Q: 3 clusters Score -2587545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2587544.000000 Penalty: 3144.217285
	Iteration 84Q: 3 clusters Score -2587544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2587541.000000 Penalty: 3144.217285
	Iteration 85Q: 3 clusters Score -2587541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2587545.750000 Penalty: 3144.217285
	Iteration 86Q: 3 clusters Score -2587546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2587540.250000 Penalty: 3144.217285
	Iteration 87Q: 3 clusters Score -2587540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2587543.000000 Penalty: 3144.217285
	Iteration 88Q: 3 clusters Score -2587543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2587541.000000 Penalty: 3144.217285
	Iteration 89Q: 3 clusters Score -2587541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2587541.000000 Penalty: 3144.217285
	Iteration 90F: 3 clusters Score -2587541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 30 contains 2479 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85995424.000000 Penalty: 106718.789062
Splitting cluster 23 changes total score from -85996000.000000 to -85995424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -38689.789062 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -38689.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37799.984375 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -37799.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37995.621094 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -37995.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38069.769531 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -38069.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38093.804688 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -38093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38106.679688 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -38106.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38140.320312 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -38140.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38186.152344 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -38186.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38206.144531 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -38206.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38243.507812 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -38243.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38277.570312 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -38277.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38280.152344 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -38280.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38284.843750 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -38284.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38293.398438 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -38293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38293.398438 Penalty: 1899.151978
	Iteration 13F: 3 clusters Score -38293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33577.121094 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33577.12 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33808.925781 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -33808.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33910.218750 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -33910.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34024.753906 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34024.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34092.226562 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34092.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34188.914062 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34188.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34274.605469 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34274.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34349.394531 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34349.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34472.242188 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34472.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34521.867188 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34521.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34566.042969 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34566.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34604.429688 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -34604.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34621.953125 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -34621.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34636.222656 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -34636.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34674.699219 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -34674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34682.933594 Penalty: 1973.739502
	Iteration 15Q: 3 clusters Score -34682.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34693.968750 Penalty: 1973.739502
	Iteration 16Q: 3 clusters Score -34693.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34697.292969 Penalty: 1973.739502
	Iteration 17Q: 3 clusters Score -34697.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34698.234375 Penalty: 1973.739502
	Iteration 18Q: 3 clusters Score -34698.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34698.992188 Penalty: 1973.739502
	Iteration 19Q: 3 clusters Score -34698.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34724.367188 Penalty: 1973.739502
	Iteration 20F: 3 clusters Score -34724.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34757.960938 Penalty: 1973.739502
	Iteration 21Q: 3 clusters Score -34757.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34810.691406 Penalty: 1973.739502
	Iteration 22Q: 3 clusters Score -34810.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34829.441406 Penalty: 1973.739502
	Iteration 23Q: 3 clusters Score -34829.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34849.132812 Penalty: 1973.739502
	Iteration 24Q: 3 clusters Score -34849.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34853.546875 Penalty: 1973.739502
	Iteration 25F: 3 clusters Score -34853.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34858.691406 Penalty: 1973.739502
	Iteration 26Q: 3 clusters Score -34858.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34859.953125 Penalty: 1973.739502
	Iteration 27Q: 3 clusters Score -34859.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34859.953125 Penalty: 1973.739502
	Iteration 28F: 3 clusters Score -34859.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 208 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85995040.000000 Penalty: 106718.789062
Splitting cluster 25 changes total score from -85996000.000000 to -85995040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -69740.265625 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -69740.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68650.289062 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -68650.29 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68855.492188 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -68855.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68956.804688 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -68956.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69012.132812 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -69012.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69050.867188 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -69050.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69067.250000 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -69067.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69086.296875 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -69086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69096.507812 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -69096.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69100.914062 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -69100.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69103.187500 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -69103.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69110.070312 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -69110.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69122.296875 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -69122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69128.492188 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -69128.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69140.117188 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -69140.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69141.687500 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -69141.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69141.687500 Penalty: 2085.437988
	Iteration 15F: 3 clusters Score -69141.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Entering Unmasked Estep 
Score: -5344535.500000 Penalty: 1723.110962
	Iteration 0F: 2 clusters Score -5344536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5317598.500000 Penalty: 3446.221924
	Iteration 0F: 3 clusters Score -5317598 nChanged 18814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5328067.500000 Penalty: 3446.221924
	Iteration 1F: 3 clusters Score -5328068 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5328552.500000 Penalty: 3446.221924
	Iteration 2Q: 3 clusters Score -5328552 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5329016.500000 Penalty: 3446.221924
	Iteration 3Q: 3 clusters Score -5329016 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5329635.500000 Penalty: 3446.221924
	Iteration 4Q: 3 clusters Score -5329636 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5330439.500000 Penalty: 3446.221924
	Iteration 5Q: 3 clusters Score -5330440 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5331613.500000 Penalty: 3446.221924
	Iteration 6F: 3 clusters Score -5331614 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5333232.000000 Penalty: 3446.221924
	Iteration 7F: 3 clusters Score -5333232 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -5335125.500000 Penalty: 3446.221924
	Iteration 8F: 3 clusters Score -5335126 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5337231.500000 Penalty: 3446.221924
	Iteration 9F: 3 clusters Score -5337232 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5339056.000000 Penalty: 3446.221924
	Iteration 10F: 3 clusters Score -5339056 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5340166.500000 Penalty: 3446.221924
	Iteration 11Q: 3 clusters Score -5340166 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5340769.000000 Penalty: 3446.221924
	Iteration 12Q: 3 clusters Score -5340769 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5341150.000000 Penalty: 3446.221924
	Iteration 13Q: 3 clusters Score -5341150 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -5341530.000000 Penalty: 3446.221924
	Iteration 14Q: 3 clusters Score -5341530 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -5341820.000000 Penalty: 3446.221924
	Iteration 15Q: 3 clusters Score -5341820 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -5342023.500000 Penalty: 3446.221924
	Iteration 16Q: 3 clusters Score -5342024 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5342207.500000 Penalty: 3446.221924
	Iteration 17Q: 3 clusters Score -5342208 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5342379.500000 Penalty: 3446.221924
	Iteration 18Q: 3 clusters Score -5342380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -5342505.000000 Penalty: 3446.221924
	Iteration 19Q: 3 clusters Score -5342505 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -5342591.500000 Penalty: 3446.221924
	Iteration 20F: 3 clusters Score -5342592 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -5342661.500000 Penalty: 3446.221924
	Iteration 21Q: 3 clusters Score -5342662 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5342737.500000 Penalty: 3446.221924
	Iteration 22Q: 3 clusters Score -5342738 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5342809.000000 Penalty: 3446.221924
	Iteration 23Q: 3 clusters Score -5342809 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5342877.000000 Penalty: 3446.221924
	Iteration 24Q: 3 clusters Score -5342877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5342953.500000 Penalty: 3446.221924
	Iteration 25Q: 3 clusters Score -5342954 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -5343018.000000 Penalty: 3446.221924
	Iteration 26Q: 3 clusters Score -5343018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5343074.000000 Penalty: 3446.221924
	Iteration 27Q: 3 clusters Score -5343074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5343128.000000 Penalty: 3446.221924
	Iteration 28Q: 3 clusters Score -5343128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5343182.500000 Penalty: 3446.221924
	Iteration 29Q: 3 clusters Score -5343182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5343212.000000 Penalty: 3446.221924
	Iteration 30Q: 3 clusters Score -5343212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -5343244.500000 Penalty: 3446.221924
	Iteration 31Q: 3 clusters Score -5343244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5343269.500000 Penalty: 3446.221924
	Iteration 32Q: 3 clusters Score -5343270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5343267.000000 Penalty: 3446.221924
	Iteration 33Q: 3 clusters Score -5343267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5343296.500000 Penalty: 3446.221924
	Iteration 34Q: 3 clusters Score -5343296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5343302.000000 Penalty: 3446.221924
	Iteration 35Q: 3 clusters Score -5343302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5343315.500000 Penalty: 3446.221924
	Iteration 36Q: 3 clusters Score -5343316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5343317.500000 Penalty: 3446.221924
	Iteration 37Q: 3 clusters Score -5343318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5343329.000000 Penalty: 3446.221924
	Iteration 38Q: 3 clusters Score -5343329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5343331.000000 Penalty: 3446.221924
	Iteration 39Q: 3 clusters Score -5343331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5343336.000000 Penalty: 3446.221924
	Iteration 40F: 3 clusters Score -5343336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5343341.500000 Penalty: 3446.221924
	Iteration 41Q: 3 clusters Score -5343342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5343348.500000 Penalty: 3446.221924
	Iteration 42Q: 3 clusters Score -5343348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5343344.500000 Penalty: 3446.221924
	Iteration 43Q: 3 clusters Score -5343344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5343358.000000 Penalty: 3446.221924
	Iteration 44Q: 3 clusters Score -5343358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5343359.500000 Penalty: 3446.221924
	Iteration 45Q: 3 clusters Score -5343360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5343359.500000 Penalty: 3446.221924
	Iteration 46Q: 3 clusters Score -5343360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5343358.500000 Penalty: 3446.221924
	Iteration 47Q: 3 clusters Score -5343358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5343359.000000 Penalty: 3446.221924
	Iteration 48Q: 3 clusters Score -5343359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5343366.500000 Penalty: 3446.221924
	Iteration 49Q: 3 clusters Score -5343366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5343375.500000 Penalty: 3446.221924
	Iteration 50Q: 3 clusters Score -5343376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5343374.500000 Penalty: 3446.221924
	Iteration 51Q: 3 clusters Score -5343374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5343375.000000 Penalty: 3446.221924
	Iteration 52Q: 3 clusters Score -5343375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5343373.500000 Penalty: 3446.221924
	Iteration 53Q: 3 clusters Score -5343374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5343374.000000 Penalty: 3446.221924
	Iteration 54Q: 3 clusters Score -5343374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5343379.500000 Penalty: 3446.221924
	Iteration 55Q: 3 clusters Score -5343380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5343384.500000 Penalty: 3446.221924
	Iteration 56Q: 3 clusters Score -5343384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5343376.500000 Penalty: 3446.221924
	Iteration 57Q: 3 clusters Score -5343376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5343381.500000 Penalty: 3446.221924
	Iteration 58Q: 3 clusters Score -5343382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5343381.500000 Penalty: 3446.221924
	Iteration 59Q: 3 clusters Score -5343382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5343384.000000 Penalty: 3446.221924
	Iteration 60F: 3 clusters Score -5343384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (53049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Entering Unmasked Estep 
Score: -7110419.500000 Penalty: 1767.832764
	Iteration 0F: 2 clusters Score -7110420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -7074947.000000 Penalty: 3535.665527
	Iteration 0F: 3 clusters Score -7074947 nChanged 25004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7088919.000000 Penalty: 3535.665527
	Iteration 1F: 3 clusters Score -7088919 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -7089537.000000 Penalty: 3535.665527
	Iteration 2Q: 3 clusters Score -7089537 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -7090534.000000 Penalty: 3535.665527
	Iteration 3Q: 3 clusters Score -7090534 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -7092153.500000 Penalty: 3535.665527
	Iteration 4F: 3 clusters Score -7092154 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -7094956.000000 Penalty: 3535.665527
	Iteration 5F: 3 clusters Score -7094956 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7098887.500000 Penalty: 3535.665527
	Iteration 6F: 3 clusters Score -7098888 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7103153.000000 Penalty: 3535.665527
	Iteration 7F: 3 clusters Score -7103153 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7106277.000000 Penalty: 3535.665527
	Iteration 8F: 3 clusters Score -7106277 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7107834.000000 Penalty: 3535.665527
	Iteration 9Q: 3 clusters Score -7107834 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7108414.500000 Penalty: 3535.665527
	Iteration 10Q: 3 clusters Score -7108414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7108626.500000 Penalty: 3535.665527
	Iteration 11Q: 3 clusters Score -7108626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7108737.500000 Penalty: 3535.665527
	Iteration 12Q: 3 clusters Score -7108738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7108776.500000 Penalty: 3535.665527
	Iteration 13Q: 3 clusters Score -7108776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7108804.500000 Penalty: 3535.665527
	Iteration 14Q: 3 clusters Score -7108804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7108811.500000 Penalty: 3535.665527
	Iteration 15Q: 3 clusters Score -7108812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7108816.000000 Penalty: 3535.665527
	Iteration 16Q: 3 clusters Score -7108816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7108834.000000 Penalty: 3535.665527
	Iteration 17Q: 3 clusters Score -7108834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7108840.000000 Penalty: 3535.665527
	Iteration 18Q: 3 clusters Score -7108840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7108845.000000 Penalty: 3535.665527
	Iteration 19Q: 3 clusters Score -7108845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7108847.500000 Penalty: 3535.665527
	Iteration 20F: 3 clusters Score -7108848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7108852.500000 Penalty: 3535.665527
	Iteration 21Q: 3 clusters Score -7108852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7108852.500000 Penalty: 3535.665527
	Iteration 22F: 3 clusters Score -7108852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (54382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Entering Unmasked Estep 
Score: -7214369.500000 Penalty: 1771.865601
	Iteration 0F: 2 clusters Score -7214370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -7177910.500000 Penalty: 3543.731201
	Iteration 0F: 3 clusters Score -7177910 nChanged 25586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7192496.000000 Penalty: 3543.731201
	Iteration 1F: 3 clusters Score -7192496 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -7193100.500000 Penalty: 3543.731201
	Iteration 2Q: 3 clusters Score -7193100 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -7193802.500000 Penalty: 3543.731201
	Iteration 3Q: 3 clusters Score -7193802 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -7194987.500000 Penalty: 3543.731201
	Iteration 4Q: 3 clusters Score -7194988 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -7196813.500000 Penalty: 3543.731201
	Iteration 5Q: 3 clusters Score -7196814 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -7199385.500000 Penalty: 3543.731201
	Iteration 6F: 3 clusters Score -7199386 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -7202594.000000 Penalty: 3543.731201
	Iteration 7F: 3 clusters Score -7202594 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -7206109.000000 Penalty: 3543.731201
	Iteration 8F: 3 clusters Score -7206109 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -7208456.500000 Penalty: 3543.731201
	Iteration 9F: 3 clusters Score -7208456 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7209692.500000 Penalty: 3543.731201
	Iteration 10Q: 3 clusters Score -7209692 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -7210329.500000 Penalty: 3543.731201
	Iteration 11Q: 3 clusters Score -7210330 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -7211006.000000 Penalty: 3543.731201
	Iteration 12Q: 3 clusters Score -7211006 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7211588.500000 Penalty: 3543.731201
	Iteration 13Q: 3 clusters Score -7211588 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7212254.000000 Penalty: 3543.731201
	Iteration 14Q: 3 clusters Score -7212254 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -7212984.000000 Penalty: 3543.731201
	Iteration 15Q: 3 clusters Score -7212984 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7213648.000000 Penalty: 3543.731201
	Iteration 16Q: 3 clusters Score -7213648 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7214062.000000 Penalty: 3543.731201
	Iteration 17Q: 3 clusters Score -7214062 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7214265.500000 Penalty: 3543.731201
	Iteration 18Q: 3 clusters Score -7214266 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -7214378.500000 Penalty: 3543.731201
	Iteration 19Q: 3 clusters Score -7214378 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -7214477.000000 Penalty: 3543.731201
	Iteration 20F: 3 clusters Score -7214477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -7214546.000000 Penalty: 3543.731201
	Iteration 21Q: 3 clusters Score -7214546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -7214576.500000 Penalty: 3543.731201
	Iteration 22Q: 3 clusters Score -7214576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7214567.000000 Penalty: 3543.731201
	Iteration 23Q: 3 clusters Score -7214567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -7214566.500000 Penalty: 3543.731201
	Iteration 24Q: 3 clusters Score -7214566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -7214566.000000 Penalty: 3543.731201
	Iteration 25Q: 3 clusters Score -7214566 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7214592.500000 Penalty: 3543.731201
	Iteration 26Q: 3 clusters Score -7214592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -7214581.500000 Penalty: 3543.731201
	Iteration 27Q: 3 clusters Score -7214582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7214604.500000 Penalty: 3543.731201
	Iteration 28Q: 3 clusters Score -7214604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -7214606.500000 Penalty: 3543.731201
	Iteration 29Q: 3 clusters Score -7214606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7214598.500000 Penalty: 3543.731201
	Iteration 30Q: 3 clusters Score -7214598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -7214597.000000 Penalty: 3543.731201
	Iteration 31Q: 3 clusters Score -7214597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -7214612.000000 Penalty: 3543.731201
	Iteration 32Q: 3 clusters Score -7214612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -7214611.000000 Penalty: 3543.731201
	Iteration 33Q: 3 clusters Score -7214611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7214609.500000 Penalty: 3543.731201
	Iteration 34Q: 3 clusters Score -7214610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -7214605.500000 Penalty: 3543.731201
	Iteration 35Q: 3 clusters Score -7214606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7214616.000000 Penalty: 3543.731201
	Iteration 36Q: 3 clusters Score -7214616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -7214602.500000 Penalty: 3543.731201
	Iteration 37Q: 3 clusters Score -7214602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -7214606.500000 Penalty: 3543.731201
	Iteration 38Q: 3 clusters Score -7214606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -7214628.000000 Penalty: 3543.731201
	Iteration 39Q: 3 clusters Score -7214628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -7214612.000000 Penalty: 3543.731201
	Iteration 40F: 3 clusters Score -7214612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -7214613.000000 Penalty: 3543.731201
	Iteration 41Q: 3 clusters Score -7214613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -7214638.500000 Penalty: 3543.731201
	Iteration 42Q: 3 clusters Score -7214638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7214624.000000 Penalty: 3543.731201
	Iteration 43Q: 3 clusters Score -7214624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -7214635.000000 Penalty: 3543.731201
	Iteration 44Q: 3 clusters Score -7214635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -7214634.000000 Penalty: 3543.731201
	Iteration 45Q: 3 clusters Score -7214634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7214629.000000 Penalty: 3543.731201
	Iteration 46Q: 3 clusters Score -7214629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -7214645.500000 Penalty: 3543.731201
	Iteration 47Q: 3 clusters Score -7214646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -7214647.000000 Penalty: 3543.731201
	Iteration 48Q: 3 clusters Score -7214647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7214647.000000 Penalty: 3543.731201
	Iteration 49Q: 3 clusters Score -7214647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7214649.000000 Penalty: 3543.731201
	Iteration 50Q: 3 clusters Score -7214649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7214647.500000 Penalty: 3543.731201
	Iteration 51Q: 3 clusters Score -7214648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7214645.000000 Penalty: 3543.731201
	Iteration 52Q: 3 clusters Score -7214645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -7214648.000000 Penalty: 3543.731201
	Iteration 53Q: 3 clusters Score -7214648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7214636.000000 Penalty: 3543.731201
	Iteration 54Q: 3 clusters Score -7214636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7214639.000000 Penalty: 3543.731201
	Iteration 55Q: 3 clusters Score -7214639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -7214635.000000 Penalty: 3543.731201
	Iteration 56Q: 3 clusters Score -7214635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -7214630.000000 Penalty: 3543.731201
	Iteration 57Q: 3 clusters Score -7214630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7214634.500000 Penalty: 3543.731201
	Iteration 58Q: 3 clusters Score -7214634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7214642.000000 Penalty: 3543.731201
	Iteration 59Q: 3 clusters Score -7214642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7214653.500000 Penalty: 3543.731201
	Iteration 60F: 3 clusters Score -7214654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -7214668.500000 Penalty: 3543.731201
	Iteration 61Q: 3 clusters Score -7214668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -7214652.000000 Penalty: 3543.731201
	Iteration 62Q: 3 clusters Score -7214652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -7214664.000000 Penalty: 3543.731201
	Iteration 63Q: 3 clusters Score -7214664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -7214654.000000 Penalty: 3543.731201
	Iteration 64Q: 3 clusters Score -7214654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -7214651.500000 Penalty: 3543.731201
	Iteration 65Q: 3 clusters Score -7214652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7214656.500000 Penalty: 3543.731201
	Iteration 66Q: 3 clusters Score -7214656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -7214648.500000 Penalty: 3543.731201
	Iteration 67Q: 3 clusters Score -7214648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -7214648.000000 Penalty: 3543.731201
	Iteration 68Q: 3 clusters Score -7214648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7214661.000000 Penalty: 3543.731201
	Iteration 69Q: 3 clusters Score -7214661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -7214656.500000 Penalty: 3543.731201
	Iteration 70Q: 3 clusters Score -7214656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7214660.500000 Penalty: 3543.731201
	Iteration 71Q: 3 clusters Score -7214660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -7214672.000000 Penalty: 3543.731201
	Iteration 72Q: 3 clusters Score -7214672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -7214670.000000 Penalty: 3543.731201
	Iteration 73Q: 3 clusters Score -7214670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7214660.000000 Penalty: 3543.731201
	Iteration 74Q: 3 clusters Score -7214660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -7214670.000000 Penalty: 3543.731201
	Iteration 75Q: 3 clusters Score -7214670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -7214667.000000 Penalty: 3543.731201
	Iteration 76Q: 3 clusters Score -7214667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -7214682.000000 Penalty: 3543.731201
	Iteration 77Q: 3 clusters Score -7214682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7214704.000000 Penalty: 3543.731201
	Iteration 78Q: 3 clusters Score -7214704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -7214719.500000 Penalty: 3543.731201
	Iteration 79Q: 3 clusters Score -7214720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -7214719.500000 Penalty: 3543.731201
	Iteration 80F: 3 clusters Score -7214720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -7214721.000000 Penalty: 3543.731201
	Iteration 81Q: 3 clusters Score -7214721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -7214719.500000 Penalty: 3543.731201
	Iteration 82Q: 3 clusters Score -7214720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7214718.500000 Penalty: 3543.731201
	Iteration 83Q: 3 clusters Score -7214718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7214732.500000 Penalty: 3543.731201
	Iteration 84Q: 3 clusters Score -7214732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -7214733.500000 Penalty: 3543.731201
	Iteration 85Q: 3 clusters Score -7214734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -7214725.000000 Penalty: 3543.731201
	Iteration 86Q: 3 clusters Score -7214725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7214728.500000 Penalty: 3543.731201
	Iteration 87Q: 3 clusters Score -7214728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -7214737.000000 Penalty: 3543.731201
	Iteration 88Q: 3 clusters Score -7214737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7214742.000000 Penalty: 3543.731201
	Iteration 89Q: 3 clusters Score -7214742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -7214738.000000 Penalty: 3543.731201
	Iteration 90Q: 3 clusters Score -7214738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7214747.500000 Penalty: 3543.731201
	Iteration 91Q: 3 clusters Score -7214748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -7214750.500000 Penalty: 3543.731201
	Iteration 92Q: 3 clusters Score -7214750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -7214761.000000 Penalty: 3543.731201
	Iteration 93Q: 3 clusters Score -7214761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -7214766.000000 Penalty: 3543.731201
	Iteration 94Q: 3 clusters Score -7214766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -7214771.000000 Penalty: 3543.731201
	Iteration 95Q: 3 clusters Score -7214771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7214777.000000 Penalty: 3543.731201
	Iteration 96Q: 3 clusters Score -7214777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -7214782.500000 Penalty: 3543.731201
	Iteration 97Q: 3 clusters Score -7214782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -7214780.500000 Penalty: 3543.731201
	Iteration 98Q: 3 clusters Score -7214780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -7214776.000000 Penalty: 3543.731201
	Iteration 99Q: 3 clusters Score -7214776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7214770.000000 Penalty: 3543.731201
	Iteration 100F: 3 clusters Score -7214770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -7214787.000000 Penalty: 3543.731201
	Iteration 101Q: 3 clusters Score -7214787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -7214795.000000 Penalty: 3543.731201
	Iteration 102Q: 3 clusters Score -7214795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -7214792.500000 Penalty: 3543.731201
	Iteration 103Q: 3 clusters Score -7214792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -7214789.500000 Penalty: 3543.731201
	Iteration 104Q: 3 clusters Score -7214790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -7214792.000000 Penalty: 3543.731201
	Iteration 105Q: 3 clusters Score -7214792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7214787.500000 Penalty: 3543.731201
	Iteration 106Q: 3 clusters Score -7214788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7214783.500000 Penalty: 3543.731201
	Iteration 107Q: 3 clusters Score -7214784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7214792.500000 Penalty: 3543.731201
	Iteration 108Q: 3 clusters Score -7214792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7214788.000000 Penalty: 3543.731201
	Iteration 109Q: 3 clusters Score -7214788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7214783.000000 Penalty: 3543.731201
	Iteration 110Q: 3 clusters Score -7214783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -7214777.500000 Penalty: 3543.731201
	Iteration 111Q: 3 clusters Score -7214778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -7214784.500000 Penalty: 3543.731201
	Iteration 112Q: 3 clusters Score -7214784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -7214781.500000 Penalty: 3543.731201
	Iteration 113Q: 3 clusters Score -7214782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7214782.500000 Penalty: 3543.731201
	Iteration 114Q: 3 clusters Score -7214782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -7214784.000000 Penalty: 3543.731201
	Iteration 115Q: 3 clusters Score -7214784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7214776.000000 Penalty: 3543.731201
	Iteration 116Q: 3 clusters Score -7214776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -7214778.000000 Penalty: 3543.731201
	Iteration 117Q: 3 clusters Score -7214778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -7214781.500000 Penalty: 3543.731201
	Iteration 118Q: 3 clusters Score -7214782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -7214781.500000 Penalty: 3543.731201
	Iteration 119Q: 3 clusters Score -7214782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -7214782.000000 Penalty: 3543.731201
	Iteration 120F: 3 clusters Score -7214782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -7214779.500000 Penalty: 3543.731201
	Iteration 121Q: 3 clusters Score -7214780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7214777.000000 Penalty: 3543.731201
	Iteration 122Q: 3 clusters Score -7214777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -7214775.500000 Penalty: 3543.731201
	Iteration 123Q: 3 clusters Score -7214776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -7214788.000000 Penalty: 3543.731201
	Iteration 124Q: 3 clusters Score -7214788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -7214782.000000 Penalty: 3543.731201
	Iteration 125Q: 3 clusters Score -7214782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7214779.500000 Penalty: 3543.731201
	Iteration 126Q: 3 clusters Score -7214780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -7214776.000000 Penalty: 3543.731201
	Iteration 127Q: 3 clusters Score -7214776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -7214773.000000 Penalty: 3543.731201
	Iteration 128Q: 3 clusters Score -7214773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7214786.000000 Penalty: 3543.731201
	Iteration 129Q: 3 clusters Score -7214786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -7214784.500000 Penalty: 3543.731201
	Iteration 130Q: 3 clusters Score -7214784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7214783.500000 Penalty: 3543.731201
	Iteration 131Q: 3 clusters Score -7214784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -7214774.500000 Penalty: 3543.731201
	Iteration 132Q: 3 clusters Score -7214774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7214776.500000 Penalty: 3543.731201
	Iteration 133Q: 3 clusters Score -7214776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -7214782.500000 Penalty: 3543.731201
	Iteration 134Q: 3 clusters Score -7214782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -7214775.500000 Penalty: 3543.731201
	Iteration 135Q: 3 clusters Score -7214776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -7214780.500000 Penalty: 3543.731201
	Iteration 136Q: 3 clusters Score -7214780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7214780.000000 Penalty: 3543.731201
	Iteration 137Q: 3 clusters Score -7214780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -7214781.500000 Penalty: 3543.731201
	Iteration 138Q: 3 clusters Score -7214782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7214791.500000 Penalty: 3543.731201
	Iteration 139Q: 3 clusters Score -7214792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7214786.500000 Penalty: 3543.731201
	Iteration 140F: 3 clusters Score -7214786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -7214790.500000 Penalty: 3543.731201
	Iteration 141Q: 3 clusters Score -7214790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -7214790.500000 Penalty: 3543.731201
	Iteration 142Q: 3 clusters Score -7214790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -7214780.000000 Penalty: 3543.731201
	Iteration 143Q: 3 clusters Score -7214780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -7214791.500000 Penalty: 3543.731201
	Iteration 144Q: 3 clusters Score -7214792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -7214785.500000 Penalty: 3543.731201
	Iteration 145Q: 3 clusters Score -7214786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -7214777.500000 Penalty: 3543.731201
	Iteration 146Q: 3 clusters Score -7214778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -7214776.000000 Penalty: 3543.731201
	Iteration 147Q: 3 clusters Score -7214776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -7214780.500000 Penalty: 3543.731201
	Iteration 148Q: 3 clusters Score -7214780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7214784.500000 Penalty: 3543.731201
	Iteration 149Q: 3 clusters Score -7214784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -7214789.000000 Penalty: 3543.731201
	Iteration 150Q: 3 clusters Score -7214789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -7214781.500000 Penalty: 3543.731201
	Iteration 151Q: 3 clusters Score -7214782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -7214785.000000 Penalty: 3543.731201
	Iteration 152Q: 3 clusters Score -7214785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -7214778.500000 Penalty: 3543.731201
	Iteration 153Q: 3 clusters Score -7214778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7214780.500000 Penalty: 3543.731201
	Iteration 154Q: 3 clusters Score -7214780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7214783.500000 Penalty: 3543.731201
	Iteration 155Q: 3 clusters Score -7214784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -7214785.500000 Penalty: 3543.731201
	Iteration 156Q: 3 clusters Score -7214786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -7214791.500000 Penalty: 3543.731201
	Iteration 157Q: 3 clusters Score -7214792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -7214788.500000 Penalty: 3543.731201
	Iteration 158Q: 3 clusters Score -7214788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -7214787.000000 Penalty: 3543.731201
	Iteration 159Q: 3 clusters Score -7214787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -7214795.500000 Penalty: 3543.731201
	Iteration 160F: 3 clusters Score -7214796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -7214808.000000 Penalty: 3543.731201
	Iteration 161Q: 3 clusters Score -7214808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -7214799.500000 Penalty: 3543.731201
	Iteration 162Q: 3 clusters Score -7214800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -7214795.000000 Penalty: 3543.731201
	Iteration 163Q: 3 clusters Score -7214795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -7214799.000000 Penalty: 3543.731201
	Iteration 164Q: 3 clusters Score -7214799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -7214806.000000 Penalty: 3543.731201
	Iteration 165Q: 3 clusters Score -7214806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7214802.500000 Penalty: 3543.731201
	Iteration 166Q: 3 clusters Score -7214802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -7214795.000000 Penalty: 3543.731201
	Iteration 167Q: 3 clusters Score -7214795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -7214789.000000 Penalty: 3543.731201
	Iteration 168Q: 3 clusters Score -7214789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7214789.000000 Penalty: 3543.731201
	Iteration 169Q: 3 clusters Score -7214789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -7214789.000000 Penalty: 3543.731201
	Iteration 170Q: 3 clusters Score -7214789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7214788.000000 Penalty: 3543.731201
	Iteration 171Q: 3 clusters Score -7214788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7214789.500000 Penalty: 3543.731201
	Iteration 172Q: 3 clusters Score -7214790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7214798.500000 Penalty: 3543.731201
	Iteration 173Q: 3 clusters Score -7214798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -7214797.000000 Penalty: 3543.731201
	Iteration 174Q: 3 clusters Score -7214797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -7214799.500000 Penalty: 3543.731201
	Iteration 175Q: 3 clusters Score -7214800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7214807.000000 Penalty: 3543.731201
	Iteration 176Q: 3 clusters Score -7214807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -7214800.500000 Penalty: 3543.731201
	Iteration 177Q: 3 clusters Score -7214800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7214806.000000 Penalty: 3543.731201
	Iteration 178Q: 3 clusters Score -7214806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7214807.500000 Penalty: 3543.731201
	Iteration 179Q: 3 clusters Score -7214808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7214807.500000 Penalty: 3543.731201
	Iteration 180F: 3 clusters Score -7214808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 19445 members 
Mstep: Class 30 contains 34937 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85995344.000000 Penalty: 106718.789062
Splitting cluster 29 changes total score from -85996000.000000 to -85995344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -1216333.750000 Penalty: 1485.863159
	Iteration 0F: 2 clusters Score -1216334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1209575.125000 Penalty: 2971.726318
	Iteration 0F: 3 clusters Score -1209575 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1211804.250000 Penalty: 2971.726318
	Iteration 1F: 3 clusters Score -1211804 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1212265.250000 Penalty: 2971.726318
	Iteration 2F: 3 clusters Score -1212265 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1212753.750000 Penalty: 2971.726318
	Iteration 3F: 3 clusters Score -1212754 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1213263.875000 Penalty: 2971.726318
	Iteration 4F: 3 clusters Score -1213264 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1213742.125000 Penalty: 2971.726318
	Iteration 5F: 3 clusters Score -1213742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1214154.250000 Penalty: 2971.726318
	Iteration 6F: 3 clusters Score -1214154 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1214519.500000 Penalty: 2971.726318
	Iteration 7Q: 3 clusters Score -1214520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1214815.375000 Penalty: 2971.726318
	Iteration 8Q: 3 clusters Score -1214815 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1215035.375000 Penalty: 2971.726318
	Iteration 9Q: 3 clusters Score -1215035 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1215218.750000 Penalty: 2971.726318
	Iteration 10Q: 3 clusters Score -1215219 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1215319.250000 Penalty: 2971.726318
	Iteration 11Q: 3 clusters Score -1215319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1215364.125000 Penalty: 2971.726318
	Iteration 12Q: 3 clusters Score -1215364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1215392.500000 Penalty: 2971.726318
	Iteration 13Q: 3 clusters Score -1215392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1215421.625000 Penalty: 2971.726318
	Iteration 14Q: 3 clusters Score -1215422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1215441.625000 Penalty: 2971.726318
	Iteration 15Q: 3 clusters Score -1215442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1215453.375000 Penalty: 2971.726318
	Iteration 16Q: 3 clusters Score -1215453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1215466.875000 Penalty: 2971.726318
	Iteration 17Q: 3 clusters Score -1215467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1215482.625000 Penalty: 2971.726318
	Iteration 18Q: 3 clusters Score -1215483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1215500.500000 Penalty: 2971.726318
	Iteration 19Q: 3 clusters Score -1215500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1215512.250000 Penalty: 2971.726318
	Iteration 20F: 3 clusters Score -1215512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1215519.000000 Penalty: 2971.726318
	Iteration 21Q: 3 clusters Score -1215519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1215522.625000 Penalty: 2971.726318
	Iteration 22Q: 3 clusters Score -1215523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1215533.250000 Penalty: 2971.726318
	Iteration 23Q: 3 clusters Score -1215533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1215546.375000 Penalty: 2971.726318
	Iteration 24Q: 3 clusters Score -1215546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1215562.625000 Penalty: 2971.726318
	Iteration 25Q: 3 clusters Score -1215563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1215577.125000 Penalty: 2971.726318
	Iteration 26Q: 3 clusters Score -1215577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1215588.375000 Penalty: 2971.726318
	Iteration 27Q: 3 clusters Score -1215588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1215593.125000 Penalty: 2971.726318
	Iteration 28Q: 3 clusters Score -1215593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1215595.750000 Penalty: 2971.726318
	Iteration 29Q: 3 clusters Score -1215596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1215606.500000 Penalty: 2971.726318
	Iteration 30Q: 3 clusters Score -1215606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1215619.000000 Penalty: 2971.726318
	Iteration 31Q: 3 clusters Score -1215619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1215628.875000 Penalty: 2971.726318
	Iteration 32Q: 3 clusters Score -1215629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1215639.250000 Penalty: 2971.726318
	Iteration 33Q: 3 clusters Score -1215639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1215652.750000 Penalty: 2971.726318
	Iteration 34Q: 3 clusters Score -1215653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1215662.125000 Penalty: 2971.726318
	Iteration 35Q: 3 clusters Score -1215662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1215670.375000 Penalty: 2971.726318
	Iteration 36Q: 3 clusters Score -1215670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1215674.500000 Penalty: 2971.726318
	Iteration 37Q: 3 clusters Score -1215674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1215680.375000 Penalty: 2971.726318
	Iteration 38Q: 3 clusters Score -1215680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1215686.375000 Penalty: 2971.726318
	Iteration 39Q: 3 clusters Score -1215686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1215688.375000 Penalty: 2971.726318
	Iteration 40F: 3 clusters Score -1215688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1215687.875000 Penalty: 2971.726318
	Iteration 41Q: 3 clusters Score -1215688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1215692.250000 Penalty: 2971.726318
	Iteration 42Q: 3 clusters Score -1215692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1215694.125000 Penalty: 2971.726318
	Iteration 43Q: 3 clusters Score -1215694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1215693.125000 Penalty: 2971.726318
	Iteration 44Q: 3 clusters Score -1215693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1215693.125000 Penalty: 2971.726318
	Iteration 45Q: 3 clusters Score -1215693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1215695.250000 Penalty: 2971.726318
	Iteration 46Q: 3 clusters Score -1215695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1215695.250000 Penalty: 2971.726318
	Iteration 47F: 3 clusters Score -1215695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21136.843750 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21136.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21288.876953 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21288.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21357.023438 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -21357.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21374.884766 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -21374.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21376.320312 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21376.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21376.320312 Penalty: 1779.850586
	Iteration 5F: 3 clusters Score -21376.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -101383.601562 Penalty: 1066.626587
	Iteration 0F: 2 clusters Score -101383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100178.382812 Penalty: 2133.253174
	Iteration 0F: 3 clusters Score -100178.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100407.234375 Penalty: 2133.253174
	Iteration 1F: 3 clusters Score -100407.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100470.773438 Penalty: 2133.253174
	Iteration 2F: 3 clusters Score -100470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100498.601562 Penalty: 2133.253174
	Iteration 3Q: 3 clusters Score -100498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100519.273438 Penalty: 2133.253174
	Iteration 4Q: 3 clusters Score -100519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100531.968750 Penalty: 2133.253174
	Iteration 5Q: 3 clusters Score -100532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100537.093750 Penalty: 2133.253174
	Iteration 6Q: 3 clusters Score -100537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100543.312500 Penalty: 2133.253174
	Iteration 7Q: 3 clusters Score -100543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100551.617188 Penalty: 2133.253174
	Iteration 8Q: 3 clusters Score -100551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100556.023438 Penalty: 2133.253174
	Iteration 9Q: 3 clusters Score -100556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100557.562500 Penalty: 2133.253174
	Iteration 10Q: 3 clusters Score -100557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100562.632812 Penalty: 2133.253174
	Iteration 11Q: 3 clusters Score -100562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100569.179688 Penalty: 2133.253174
	Iteration 12Q: 3 clusters Score -100569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100570.187500 Penalty: 2133.253174
	Iteration 13Q: 3 clusters Score -100570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100570.187500 Penalty: 2133.253174
	Iteration 14F: 3 clusters Score -100570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -280914.562500 Penalty: 1253.344849
	Iteration 0F: 2 clusters Score -280914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -278773.468750 Penalty: 2506.689697
	Iteration 0F: 3 clusters Score -278773.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -279507.875000 Penalty: 2506.689697
	Iteration 1F: 3 clusters Score -279507.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -279803.531250 Penalty: 2506.689697
	Iteration 2F: 3 clusters Score -279803.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -280000.593750 Penalty: 2506.689697
	Iteration 3F: 3 clusters Score -280000.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280146.218750 Penalty: 2506.689697
	Iteration 4F: 3 clusters Score -280146.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -280232.281250 Penalty: 2506.689697
	Iteration 5Q: 3 clusters Score -280232.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -280299.968750 Penalty: 2506.689697
	Iteration 6Q: 3 clusters Score -280300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -280389.281250 Penalty: 2506.689697
	Iteration 7Q: 3 clusters Score -280389.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -280427.312500 Penalty: 2506.689697
	Iteration 8Q: 3 clusters Score -280427.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -280448.312500 Penalty: 2506.689697
	Iteration 9Q: 3 clusters Score -280448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -280462.281250 Penalty: 2506.689697
	Iteration 10Q: 3 clusters Score -280462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -280468.125000 Penalty: 2506.689697
	Iteration 11Q: 3 clusters Score -280468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280471.468750 Penalty: 2506.689697
	Iteration 12Q: 3 clusters Score -280471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -280476.531250 Penalty: 2506.689697
	Iteration 13Q: 3 clusters Score -280476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280479.968750 Penalty: 2506.689697
	Iteration 14Q: 3 clusters Score -280480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -280482.531250 Penalty: 2506.689697
	Iteration 15Q: 3 clusters Score -280482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -280485.906250 Penalty: 2506.689697
	Iteration 16Q: 3 clusters Score -280485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -280487.718750 Penalty: 2506.689697
	Iteration 17Q: 3 clusters Score -280487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -280491.125000 Penalty: 2506.689697
	Iteration 18Q: 3 clusters Score -280491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -280498.875000 Penalty: 2506.689697
	Iteration 19Q: 3 clusters Score -280498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -280500.093750 Penalty: 2506.689697
	Iteration 20F: 3 clusters Score -280500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280501.281250 Penalty: 2506.689697
	Iteration 21Q: 3 clusters Score -280501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -280503.562500 Penalty: 2506.689697
	Iteration 22Q: 3 clusters Score -280503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280507.000000 Penalty: 2506.689697
	Iteration 23Q: 3 clusters Score -280507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -280508.312500 Penalty: 2506.689697
	Iteration 24Q: 3 clusters Score -280508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280509.343750 Penalty: 2506.689697
	Iteration 25Q: 3 clusters Score -280509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -280510.031250 Penalty: 2506.689697
	Iteration 26Q: 3 clusters Score -280510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -280510.031250 Penalty: 2506.689697
	Iteration 27F: 3 clusters Score -280510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -141136.734375 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141136.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -141390.968750 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141470.265625 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141470.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141521.859375 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141521.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141559.046875 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141590.859375 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141590.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141619.453125 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141636.843750 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141648.343750 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141655.781250 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141657.859375 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -141658.546875 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -141658.546875 Penalty: 2215.439209
	Iteration 12F: 3 clusters Score -141658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Entering Unmasked Estep 
Score: -3814839.000000 Penalty: 1670.355713
	Iteration 0F: 2 clusters Score -3814839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3795309.000000 Penalty: 3340.711426
	Iteration 0F: 3 clusters Score -3795309 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3802754.750000 Penalty: 3340.711426
	Iteration 1F: 3 clusters Score -3802755 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3803204.000000 Penalty: 3340.711426
	Iteration 2Q: 3 clusters Score -3803204 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3803725.000000 Penalty: 3340.711426
	Iteration 3Q: 3 clusters Score -3803725 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3804393.250000 Penalty: 3340.711426
	Iteration 4Q: 3 clusters Score -3804393 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3805195.750000 Penalty: 3340.711426
	Iteration 5F: 3 clusters Score -3805196 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3806073.750000 Penalty: 3340.711426
	Iteration 6F: 3 clusters Score -3806074 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3806865.000000 Penalty: 3340.711426
	Iteration 7F: 3 clusters Score -3806865 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3807586.750000 Penalty: 3340.711426
	Iteration 8F: 3 clusters Score -3807587 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3808215.750000 Penalty: 3340.711426
	Iteration 9Q: 3 clusters Score -3808216 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3808755.000000 Penalty: 3340.711426
	Iteration 10Q: 3 clusters Score -3808755 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3809173.250000 Penalty: 3340.711426
	Iteration 11Q: 3 clusters Score -3809173 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3809539.750000 Penalty: 3340.711426
	Iteration 12Q: 3 clusters Score -3809540 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3809843.250000 Penalty: 3340.711426
	Iteration 13Q: 3 clusters Score -3809843 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3810041.500000 Penalty: 3340.711426
	Iteration 14Q: 3 clusters Score -3810042 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3810191.250000 Penalty: 3340.711426
	Iteration 15Q: 3 clusters Score -3810191 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3810319.000000 Penalty: 3340.711426
	Iteration 16Q: 3 clusters Score -3810319 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3810447.750000 Penalty: 3340.711426
	Iteration 17Q: 3 clusters Score -3810448 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3810557.500000 Penalty: 3340.711426
	Iteration 18Q: 3 clusters Score -3810558 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3810701.500000 Penalty: 3340.711426
	Iteration 19Q: 3 clusters Score -3810702 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3810860.000000 Penalty: 3340.711426
	Iteration 20F: 3 clusters Score -3810860 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3811017.250000 Penalty: 3340.711426
	Iteration 21Q: 3 clusters Score -3811017 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3811177.500000 Penalty: 3340.711426
	Iteration 22Q: 3 clusters Score -3811178 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3811350.000000 Penalty: 3340.711426
	Iteration 23Q: 3 clusters Score -3811350 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3811507.250000 Penalty: 3340.711426
	Iteration 24Q: 3 clusters Score -3811507 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3811642.250000 Penalty: 3340.711426
	Iteration 25Q: 3 clusters Score -3811642 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3811792.750000 Penalty: 3340.711426
	Iteration 26Q: 3 clusters Score -3811793 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3811926.750000 Penalty: 3340.711426
	Iteration 27Q: 3 clusters Score -3811927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3812088.500000 Penalty: 3340.711426
	Iteration 28Q: 3 clusters Score -3812088 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3812214.250000 Penalty: 3340.711426
	Iteration 29Q: 3 clusters Score -3812214 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3812344.000000 Penalty: 3340.711426
	Iteration 30Q: 3 clusters Score -3812344 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3812485.000000 Penalty: 3340.711426
	Iteration 31Q: 3 clusters Score -3812485 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3812622.750000 Penalty: 3340.711426
	Iteration 32Q: 3 clusters Score -3812623 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3812742.250000 Penalty: 3340.711426
	Iteration 33Q: 3 clusters Score -3812742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3812861.250000 Penalty: 3340.711426
	Iteration 34Q: 3 clusters Score -3812861 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3812940.000000 Penalty: 3340.711426
	Iteration 35Q: 3 clusters Score -3812940 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3813050.500000 Penalty: 3340.711426
	Iteration 36Q: 3 clusters Score -3813050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3813134.000000 Penalty: 3340.711426
	Iteration 37Q: 3 clusters Score -3813134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3813193.750000 Penalty: 3340.711426
	Iteration 38Q: 3 clusters Score -3813194 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3813250.000000 Penalty: 3340.711426
	Iteration 39Q: 3 clusters Score -3813250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3813306.250000 Penalty: 3340.711426
	Iteration 40F: 3 clusters Score -3813306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3813362.000000 Penalty: 3340.711426
	Iteration 41Q: 3 clusters Score -3813362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3813412.500000 Penalty: 3340.711426
	Iteration 42Q: 3 clusters Score -3813412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3813453.500000 Penalty: 3340.711426
	Iteration 43Q: 3 clusters Score -3813454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3813484.250000 Penalty: 3340.711426
	Iteration 44Q: 3 clusters Score -3813484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3813512.500000 Penalty: 3340.711426
	Iteration 45Q: 3 clusters Score -3813512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3813562.000000 Penalty: 3340.711426
	Iteration 46Q: 3 clusters Score -3813562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3813593.750000 Penalty: 3340.711426
	Iteration 47Q: 3 clusters Score -3813594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3813610.250000 Penalty: 3340.711426
	Iteration 48Q: 3 clusters Score -3813610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3813627.500000 Penalty: 3340.711426
	Iteration 49Q: 3 clusters Score -3813628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3813648.250000 Penalty: 3340.711426
	Iteration 50Q: 3 clusters Score -3813648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3813658.750000 Penalty: 3340.711426
	Iteration 51Q: 3 clusters Score -3813659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3813667.000000 Penalty: 3340.711426
	Iteration 52Q: 3 clusters Score -3813667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3813679.500000 Penalty: 3340.711426
	Iteration 53Q: 3 clusters Score -3813680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3813693.500000 Penalty: 3340.711426
	Iteration 54Q: 3 clusters Score -3813694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3813698.500000 Penalty: 3340.711426
	Iteration 55Q: 3 clusters Score -3813698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3813699.000000 Penalty: 3340.711426
	Iteration 56Q: 3 clusters Score -3813699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3813703.250000 Penalty: 3340.711426
	Iteration 57Q: 3 clusters Score -3813703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3813700.500000 Penalty: 3340.711426
	Iteration 58Q: 3 clusters Score -3813700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3813701.500000 Penalty: 3340.711426
	Iteration 59Q: 3 clusters Score -3813702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3813704.750000 Penalty: 3340.711426
	Iteration 60F: 3 clusters Score -3813705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3813706.500000 Penalty: 3340.711426
	Iteration 61Q: 3 clusters Score -3813706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3813705.750000 Penalty: 3340.711426
	Iteration 62Q: 3 clusters Score -3813706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3813706.500000 Penalty: 3340.711426
	Iteration 63Q: 3 clusters Score -3813706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3813709.500000 Penalty: 3340.711426
	Iteration 64Q: 3 clusters Score -3813710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3813713.250000 Penalty: 3340.711426
	Iteration 65Q: 3 clusters Score -3813713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3813715.500000 Penalty: 3340.711426
	Iteration 66Q: 3 clusters Score -3813716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3813720.000000 Penalty: 3340.711426
	Iteration 67Q: 3 clusters Score -3813720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3813725.000000 Penalty: 3340.711426
	Iteration 68Q: 3 clusters Score -3813725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3813732.750000 Penalty: 3340.711426
	Iteration 69Q: 3 clusters Score -3813733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3813729.000000 Penalty: 3340.711426
	Iteration 70Q: 3 clusters Score -3813729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3813730.750000 Penalty: 3340.711426
	Iteration 71Q: 3 clusters Score -3813731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3813732.000000 Penalty: 3340.711426
	Iteration 72Q: 3 clusters Score -3813732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3813733.000000 Penalty: 3340.711426
	Iteration 73Q: 3 clusters Score -3813733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3813732.000000 Penalty: 3340.711426
	Iteration 74Q: 3 clusters Score -3813732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3813736.250000 Penalty: 3340.711426
	Iteration 75Q: 3 clusters Score -3813736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3813739.500000 Penalty: 3340.711426
	Iteration 76Q: 3 clusters Score -3813740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3813740.250000 Penalty: 3340.711426
	Iteration 77Q: 3 clusters Score -3813740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3813734.750000 Penalty: 3340.711426
	Iteration 78Q: 3 clusters Score -3813735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3813738.000000 Penalty: 3340.711426
	Iteration 79Q: 3 clusters Score -3813738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3813740.750000 Penalty: 3340.711426
	Iteration 80F: 3 clusters Score -3813741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3813741.750000 Penalty: 3340.711426
	Iteration 81Q: 3 clusters Score -3813742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3813744.000000 Penalty: 3340.711426
	Iteration 82Q: 3 clusters Score -3813744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3813749.000000 Penalty: 3340.711426
	Iteration 83Q: 3 clusters Score -3813749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3813747.500000 Penalty: 3340.711426
	Iteration 84Q: 3 clusters Score -3813748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3813749.000000 Penalty: 3340.711426
	Iteration 85Q: 3 clusters Score -3813749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3813752.250000 Penalty: 3340.711426
	Iteration 86Q: 3 clusters Score -3813752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3813753.250000 Penalty: 3340.711426
	Iteration 87Q: 3 clusters Score -3813753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3813753.250000 Penalty: 3340.711426
	Iteration 88F: 3 clusters Score -3813753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -44586.925781 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -44586.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43633.507812 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -43633.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43752.480469 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -43752.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43774.144531 Penalty: 1910.264038
	Iteration 2Q: 3 clusters Score -43774.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43785.351562 Penalty: 1910.264038
	Iteration 3Q: 3 clusters Score -43785.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43793.406250 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -43793.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43794.191406 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -43794.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43795.296875 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -43795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43798.058594 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -43798.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43798.058594 Penalty: 1910.264038
	Iteration 8F: 3 clusters Score -43798.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39582.222656 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39582.22 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39832.238281 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39832.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39927.562500 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -39927.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40036.109375 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -40036.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40119.152344 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -40119.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40159.312500 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40159.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40193.566406 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40193.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40279.308594 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40279.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40331.949219 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40331.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40364.781250 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40364.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40390.101562 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40402.238281 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40402.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40419.238281 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40419.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40429.257812 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -40429.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40430.488281 Penalty: 1972.989746
	Iteration 14Q: 3 clusters Score -40430.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40430.632812 Penalty: 1972.989746
	Iteration 15F: 3 clusters Score -40430.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40434.855469 Penalty: 1972.989746
	Iteration 16Q: 3 clusters Score -40434.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40438.179688 Penalty: 1972.989746
	Iteration 17Q: 3 clusters Score -40438.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40438.179688 Penalty: 1972.989746
	Iteration 18F: 3 clusters Score -40438.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (63872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Entering Unmasked Estep 
Score: -8451585.000000 Penalty: 1798.003418
	Iteration 0F: 2 clusters Score -8451585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8410863.000000 Penalty: 3596.006836
	Iteration 0F: 3 clusters Score -8410863 nChanged 30032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8427807.000000 Penalty: 3596.006836
	Iteration 1F: 3 clusters Score -8427807 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -8428284.000000 Penalty: 3596.006836
	Iteration 2Q: 3 clusters Score -8428284 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -8428866.000000 Penalty: 3596.006836
	Iteration 3Q: 3 clusters Score -8428866 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8429614.000000 Penalty: 3596.006836
	Iteration 4Q: 3 clusters Score -8429614 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -8430792.000000 Penalty: 3596.006836
	Iteration 5Q: 3 clusters Score -8430792 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -8432549.000000 Penalty: 3596.006836
	Iteration 6F: 3 clusters Score -8432549 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -8435240.000000 Penalty: 3596.006836
	Iteration 7F: 3 clusters Score -8435240 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -8439000.000000 Penalty: 3596.006836
	Iteration 8F: 3 clusters Score -8439000 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -8442999.000000 Penalty: 3596.006836
	Iteration 9F: 3 clusters Score -8442999 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8446208.000000 Penalty: 3596.006836
	Iteration 10F: 3 clusters Score -8446208 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8448245.000000 Penalty: 3596.006836
	Iteration 11Q: 3 clusters Score -8448245 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8449293.000000 Penalty: 3596.006836
	Iteration 12Q: 3 clusters Score -8449293 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8449716.000000 Penalty: 3596.006836
	Iteration 13Q: 3 clusters Score -8449716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8449934.000000 Penalty: 3596.006836
	Iteration 14Q: 3 clusters Score -8449934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8450010.000000 Penalty: 3596.006836
	Iteration 15Q: 3 clusters Score -8450010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8450057.000000 Penalty: 3596.006836
	Iteration 16Q: 3 clusters Score -8450057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8450094.000000 Penalty: 3596.006836
	Iteration 17Q: 3 clusters Score -8450094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8450104.000000 Penalty: 3596.006836
	Iteration 18Q: 3 clusters Score -8450104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8450120.000000 Penalty: 3596.006836
	Iteration 19Q: 3 clusters Score -8450120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8450121.000000 Penalty: 3596.006836
	Iteration 20F: 3 clusters Score -8450121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8450118.000000 Penalty: 3596.006836
	Iteration 21Q: 3 clusters Score -8450118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8450121.000000 Penalty: 3596.006836
	Iteration 22Q: 3 clusters Score -8450121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8450120.000000 Penalty: 3596.006836
	Iteration 23Q: 3 clusters Score -8450120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8450120.000000 Penalty: 3596.006836
	Iteration 24F: 3 clusters Score -8450120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (64719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Entering Unmasked Estep 
Score: -8666770.000000 Penalty: 1800.144165
	Iteration 0F: 2 clusters Score -8666770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -8623969.000000 Penalty: 3600.288330
	Iteration 0F: 3 clusters Score -8623969 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -8641436.000000 Penalty: 3600.288330
	Iteration 1F: 3 clusters Score -8641436 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -8641891.000000 Penalty: 3600.288330
	Iteration 2Q: 3 clusters Score -8641891 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -8642495.000000 Penalty: 3600.288330
	Iteration 3Q: 3 clusters Score -8642495 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -8643266.000000 Penalty: 3600.288330
	Iteration 4Q: 3 clusters Score -8643266 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -8644372.000000 Penalty: 3600.288330
	Iteration 5Q: 3 clusters Score -8644372 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -8645983.000000 Penalty: 3600.288330
	Iteration 6Q: 3 clusters Score -8645983 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8648396.000000 Penalty: 3600.288330
	Iteration 7F: 3 clusters Score -8648396 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -8651832.000000 Penalty: 3600.288330
	Iteration 8F: 3 clusters Score -8651832 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8655539.000000 Penalty: 3600.288330
	Iteration 9F: 3 clusters Score -8655539 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -8658863.000000 Penalty: 3600.288330
	Iteration 10F: 3 clusters Score -8658863 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -8661142.000000 Penalty: 3600.288330
	Iteration 11Q: 3 clusters Score -8661142 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8662637.000000 Penalty: 3600.288330
	Iteration 12Q: 3 clusters Score -8662637 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8663597.000000 Penalty: 3600.288330
	Iteration 13Q: 3 clusters Score -8663597 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8664200.000000 Penalty: 3600.288330
	Iteration 14Q: 3 clusters Score -8664200 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8664566.000000 Penalty: 3600.288330
	Iteration 15Q: 3 clusters Score -8664566 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8664812.000000 Penalty: 3600.288330
	Iteration 16Q: 3 clusters Score -8664812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8664959.000000 Penalty: 3600.288330
	Iteration 17Q: 3 clusters Score -8664959 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8665026.000000 Penalty: 3600.288330
	Iteration 18Q: 3 clusters Score -8665026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8665075.000000 Penalty: 3600.288330
	Iteration 19Q: 3 clusters Score -8665075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8665107.000000 Penalty: 3600.288330
	Iteration 20F: 3 clusters Score -8665107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8665121.000000 Penalty: 3600.288330
	Iteration 21Q: 3 clusters Score -8665121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8665148.000000 Penalty: 3600.288330
	Iteration 22Q: 3 clusters Score -8665148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8665154.000000 Penalty: 3600.288330
	Iteration 23Q: 3 clusters Score -8665154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8665161.000000 Penalty: 3600.288330
	Iteration 24Q: 3 clusters Score -8665161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8665164.000000 Penalty: 3600.288330
	Iteration 25Q: 3 clusters Score -8665164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8665166.000000 Penalty: 3600.288330
	Iteration 26Q: 3 clusters Score -8665166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8665182.000000 Penalty: 3600.288330
	Iteration 27Q: 3 clusters Score -8665182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8665190.000000 Penalty: 3600.288330
	Iteration 28Q: 3 clusters Score -8665190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8665194.000000 Penalty: 3600.288330
	Iteration 29Q: 3 clusters Score -8665194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8665199.000000 Penalty: 3600.288330
	Iteration 30Q: 3 clusters Score -8665199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8665199.000000 Penalty: 3600.288330
	Iteration 31Q: 3 clusters Score -8665199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8665199.000000 Penalty: 3600.288330
	Iteration 32F: 3 clusters Score -8665199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14023.687500 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -14023.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14154.634766 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14154.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14201.930664 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -14201.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14218.526367 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14218.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14223.325195 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14223.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14225.187500 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14225.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14226.982422 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14226.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14226.982422 Penalty: 1754.402954
	Iteration 7F: 3 clusters Score -14226.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -49367.644531 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -49367.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48430.363281 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -48430.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48606.031250 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -48606.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48677.109375 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -48677.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48734.089844 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -48734.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48753.484375 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -48753.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48767.765625 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -48767.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48781.460938 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -48781.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48799.792969 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -48799.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48823.281250 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -48823.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48841.539062 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -48841.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48848.855469 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -48848.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48848.855469 Penalty: 1931.409912
	Iteration 11F: 3 clusters Score -48848.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68967.031250 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68967.03 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69132.265625 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69132.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69185.460938 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69185.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69207.585938 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69207.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69216.148438 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69216.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69218.820312 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69218.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69223.460938 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69223.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69225.093750 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69225.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69227.390625 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69227.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69230.921875 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69230.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69231.304688 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69231.304688 Penalty: 1933.958862
	Iteration 11F: 3 clusters Score -69231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -48152.550781 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -48152.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47191.656250 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -47191.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47358.492188 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -47358.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47408.355469 Penalty: 1965.395996
	Iteration 2Q: 3 clusters Score -47408.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47435.261719 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -47435.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47464.003906 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -47464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47476.996094 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -47477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47485.000000 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -47485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47485.976562 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -47485.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47488.730469 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -47488.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47490.445312 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -47490.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47490.445312 Penalty: 1965.395996
	Iteration 10F: 3 clusters Score -47490.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (54358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Entering Unmasked Estep 
Score: -7271994.000000 Penalty: 1771.793945
	Iteration 0F: 2 clusters Score -7271994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7235727.500000 Penalty: 3543.587891
	Iteration 0F: 3 clusters Score -7235728 nChanged 25536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -7250334.500000 Penalty: 3543.587891
	Iteration 1F: 3 clusters Score -7250334 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -7250862.000000 Penalty: 3543.587891
	Iteration 2Q: 3 clusters Score -7250862 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -7251446.500000 Penalty: 3543.587891
	Iteration 3Q: 3 clusters Score -7251446 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7252368.500000 Penalty: 3543.587891
	Iteration 4Q: 3 clusters Score -7252368 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -7254036.500000 Penalty: 3543.587891
	Iteration 5F: 3 clusters Score -7254036 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7256605.000000 Penalty: 3543.587891
	Iteration 6F: 3 clusters Score -7256605 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7260517.000000 Penalty: 3543.587891
	Iteration 7F: 3 clusters Score -7260517 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -7264467.000000 Penalty: 3543.587891
	Iteration 8F: 3 clusters Score -7264467 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7267592.000000 Penalty: 3543.587891
	Iteration 9F: 3 clusters Score -7267592 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7269221.500000 Penalty: 3543.587891
	Iteration 10Q: 3 clusters Score -7269222 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7269908.000000 Penalty: 3543.587891
	Iteration 11Q: 3 clusters Score -7269908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7270186.500000 Penalty: 3543.587891
	Iteration 12Q: 3 clusters Score -7270186 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7270307.000000 Penalty: 3543.587891
	Iteration 13Q: 3 clusters Score -7270307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7270367.500000 Penalty: 3543.587891
	Iteration 14Q: 3 clusters Score -7270368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7270418.000000 Penalty: 3543.587891
	Iteration 15Q: 3 clusters Score -7270418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7270421.000000 Penalty: 3543.587891
	Iteration 16Q: 3 clusters Score -7270421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7270456.500000 Penalty: 3543.587891
	Iteration 17Q: 3 clusters Score -7270456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7270459.500000 Penalty: 3543.587891
	Iteration 18Q: 3 clusters Score -7270460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7270469.000000 Penalty: 3543.587891
	Iteration 19Q: 3 clusters Score -7270469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7270476.000000 Penalty: 3543.587891
	Iteration 20F: 3 clusters Score -7270476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7270485.500000 Penalty: 3543.587891
	Iteration 21Q: 3 clusters Score -7270486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7270490.500000 Penalty: 3543.587891
	Iteration 22Q: 3 clusters Score -7270490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7270489.500000 Penalty: 3543.587891
	Iteration 23Q: 3 clusters Score -7270490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7270493.500000 Penalty: 3543.587891
	Iteration 24Q: 3 clusters Score -7270494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7270497.500000 Penalty: 3543.587891
	Iteration 25Q: 3 clusters Score -7270498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7270492.500000 Penalty: 3543.587891
	Iteration 26Q: 3 clusters Score -7270492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7270496.000000 Penalty: 3543.587891
	Iteration 27Q: 3 clusters Score -7270496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7270497.500000 Penalty: 3543.587891
	Iteration 28Q: 3 clusters Score -7270498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7270497.500000 Penalty: 3543.587891
	Iteration 29F: 3 clusters Score -7270498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -51225.367188 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -51225.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50248.003906 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -50248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50561.007812 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -50561.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50759.621094 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -50759.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50841.457031 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -50841.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50915.222656 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -50915.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50937.492188 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -50937.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50952.113281 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -50952.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50953.648438 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -50953.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50953.648438 Penalty: 1994.058594
	Iteration 8F: 3 clusters Score -50953.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19188.533203 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19188.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19387.119141 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19387.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19447.015625 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19447.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19517.808594 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19517.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19574.583984 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19574.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19615.453125 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19615.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19616.429688 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -19616.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19616.429688 Penalty: 1800.910645
	Iteration 7F: 3 clusters Score -19616.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -160230.921875 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -160230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158783.796875 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -158783.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159088.171875 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -159088.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159207.843750 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -159207.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159287.515625 Penalty: 2267.009521
	Iteration 3F: 3 clusters Score -159287.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159347.421875 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -159347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159387.953125 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -159388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159431.531250 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -159431.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159461.265625 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -159461.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159482.796875 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -159482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159499.125000 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -159499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159512.171875 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -159512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159534.109375 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -159534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159550.656250 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -159550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159561.218750 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -159561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159574.296875 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -159574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159592.328125 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -159592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159604.750000 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -159604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159613.875000 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -159613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159620.843750 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -159620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159634.875000 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -159634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159647.578125 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -159647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159658.750000 Penalty: 2267.009521
	Iteration 21Q: 3 clusters Score -159658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159666.171875 Penalty: 2267.009521
	Iteration 22Q: 3 clusters Score -159666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159678.156250 Penalty: 2267.009521
	Iteration 23Q: 3 clusters Score -159678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159681.062500 Penalty: 2267.009521
	Iteration 24Q: 3 clusters Score -159681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159682.328125 Penalty: 2267.009521
	Iteration 25Q: 3 clusters Score -159682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159683.359375 Penalty: 2267.009521
	Iteration 26Q: 3 clusters Score -159683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159683.687500 Penalty: 2267.009521
	Iteration 27Q: 3 clusters Score -159683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159683.687500 Penalty: 2267.009521
	Iteration 28F: 3 clusters Score -159683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -210879.765625 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -210879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -209226.187500 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -209226.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -209508.250000 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -209508.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -209579.515625 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -209579.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209611.406250 Penalty: 2332.779297
	Iteration 3Q: 3 clusters Score -209611.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209636.625000 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -209636.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209656.000000 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -209656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209671.359375 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -209671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209683.750000 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -209683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209696.562500 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -209696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209703.078125 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -209703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209710.234375 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -209710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209715.140625 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -209715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -209723.859375 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -209723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209732.281250 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -209732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209740.265625 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -209740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209753.296875 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -209753.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209763.375000 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -209763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209767.203125 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -209767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209768.109375 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -209768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209772.562500 Penalty: 2332.779297
	Iteration 19Q: 3 clusters Score -209772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -209773.734375 Penalty: 2332.779297
	Iteration 20F: 3 clusters Score -209773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209775.390625 Penalty: 2332.779297
	Iteration 21Q: 3 clusters Score -209775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209776.468750 Penalty: 2332.779297
	Iteration 22Q: 3 clusters Score -209776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209779.250000 Penalty: 2332.779297
	Iteration 23Q: 3 clusters Score -209779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209783.062500 Penalty: 2332.779297
	Iteration 24Q: 3 clusters Score -209783.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -209787.765625 Penalty: 2332.779297
	Iteration 25Q: 3 clusters Score -209787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209792.312500 Penalty: 2332.779297
	Iteration 26Q: 3 clusters Score -209792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209796.687500 Penalty: 2332.779297
	Iteration 27Q: 3 clusters Score -209796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209800.515625 Penalty: 2332.779297
	Iteration 28Q: 3 clusters Score -209800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209803.562500 Penalty: 2332.779297
	Iteration 29Q: 3 clusters Score -209803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209806.437500 Penalty: 2332.779297
	Iteration 30Q: 3 clusters Score -209806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209809.281250 Penalty: 2332.779297
	Iteration 31Q: 3 clusters Score -209809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209810.984375 Penalty: 2332.779297
	Iteration 32Q: 3 clusters Score -209811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209812.203125 Penalty: 2332.779297
	Iteration 33Q: 3 clusters Score -209812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209812.125000 Penalty: 2332.779297
	Iteration 34Q: 3 clusters Score -209812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209813.156250 Penalty: 2332.779297
	Iteration 35Q: 3 clusters Score -209813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209813.531250 Penalty: 2332.779297
	Iteration 36Q: 3 clusters Score -209813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209813.531250 Penalty: 2332.779297
	Iteration 37F: 3 clusters Score -209813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 61619 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21107 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 53049 members 
Mstep: Class 29 contains 54382 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63872 members 
Mstep: Class 41 contains 64719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54358 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995984.000000 Penalty: 104540.851562
Iteration 119Q: 49 clusters Score -8.599598e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32419 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21482 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47050 members 
Mstep: Class 10 contains 60959 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21115 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36103 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11937 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40297 members 
Mstep: Class 28 contains 53276 members 
Mstep: Class 29 contains 54228 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29119 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63852 members 
Mstep: Class 41 contains 65081 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54705 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996376.000000 Penalty: 104540.851562
Iteration 120F: 49 clusters Score -8.599638e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32443 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21489 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 60257 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 21110 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 36053 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11932 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40313 members 
Mstep: Class 28 contains 53535 members 
Mstep: Class 29 contains 54074 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29130 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63821 members 
Mstep: Class 41 contains 65416 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55043 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996616.000000 Penalty: 104540.851562
Iteration 121Q: 49 clusters Score -8.599662e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32460 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46945 members 
Mstep: Class 10 contains 59599 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 21110 members 
Mstep: Class 13 contains 270 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 35996 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 306 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 4988 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40338 members 
Mstep: Class 28 contains 53793 members 
Mstep: Class 29 contains 53951 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2237 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29137 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63810 members 
Mstep: Class 41 contains 65707 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55372 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996544.000000 Penalty: 104540.851562
Iteration 122Q: 49 clusters Score -8.599654e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32481 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46895 members 
Mstep: Class 10 contains 59031 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 21110 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 35909 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11914 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 4988 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40361 members 
Mstep: Class 28 contains 54019 members 
Mstep: Class 29 contains 53848 members 
Mstep: Class 31 contains 9356 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29147 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63770 members 
Mstep: Class 41 contains 66030 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55614 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996424.000000 Penalty: 104540.851562
Iteration 123Q: 49 clusters Score -8.599642e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32511 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21494 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 58509 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21105 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 35870 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11912 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4988 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40394 members 
Mstep: Class 28 contains 54220 members 
Mstep: Class 29 contains 53728 members 
Mstep: Class 31 contains 9354 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29158 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63744 members 
Mstep: Class 41 contains 66307 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55847 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996608.000000 Penalty: 104540.851562
Iteration 124Q: 49 clusters Score -8.599661e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32548 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21504 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 57989 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21099 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 35842 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18097 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40424 members 
Mstep: Class 28 contains 54447 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 31 contains 9351 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29167 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63733 members 
Mstep: Class 41 contains 66522 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56058 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996784.000000 Penalty: 104540.851562
Iteration 125Q: 49 clusters Score -8.599678e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32595 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21501 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 57551 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21095 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 35820 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11909 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18092 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40448 members 
Mstep: Class 28 contains 54672 members 
Mstep: Class 29 contains 53474 members 
Mstep: Class 31 contains 9347 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29178 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63719 members 
Mstep: Class 41 contains 66742 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56209 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996416.000000 Penalty: 104540.851562
Iteration 126Q: 49 clusters Score -8.599642e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32649 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21496 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46731 members 
Mstep: Class 10 contains 57088 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21088 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35820 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11909 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18093 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40476 members 
Mstep: Class 28 contains 54875 members 
Mstep: Class 29 contains 53327 members 
Mstep: Class 31 contains 9347 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63712 members 
Mstep: Class 41 contains 66966 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56327 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996696.000000 Penalty: 104540.851562
Iteration 127Q: 49 clusters Score -8.59967e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32700 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21503 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46747 members 
Mstep: Class 10 contains 56620 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21067 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35789 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11904 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40506 members 
Mstep: Class 28 contains 55128 members 
Mstep: Class 29 contains 53207 members 
Mstep: Class 31 contains 9345 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2241 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29183 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63699 members 
Mstep: Class 41 contains 67154 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56447 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996752.000000 Penalty: 104540.851562
Iteration 128Q: 49 clusters Score -8.599675e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32761 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21510 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46762 members 
Mstep: Class 10 contains 56185 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35734 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40536 members 
Mstep: Class 28 contains 55410 members 
Mstep: Class 29 contains 53064 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29180 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63669 members 
Mstep: Class 41 contains 67318 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56600 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996696.000000 Penalty: 104540.851562
Iteration 129Q: 49 clusters Score -8.59967e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32829 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21521 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46760 members 
Mstep: Class 10 contains 55764 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21027 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 35641 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40544 members 
Mstep: Class 28 contains 55733 members 
Mstep: Class 29 contains 52914 members 
Mstep: Class 31 contains 9340 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29168 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63636 members 
Mstep: Class 41 contains 67453 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56791 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996920.000000 Penalty: 104540.851562
Iteration 130Q: 49 clusters Score -8.599692e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32902 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21532 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46770 members 
Mstep: Class 10 contains 55370 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 21008 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 35535 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11895 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18063 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40560 members 
Mstep: Class 28 contains 55991 members 
Mstep: Class 29 contains 52751 members 
Mstep: Class 31 contains 9339 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29157 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63602 members 
Mstep: Class 41 contains 67624 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56984 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997016.000000 Penalty: 104540.851562
Iteration 131Q: 49 clusters Score -8.599702e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32974 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46797 members 
Mstep: Class 10 contains 54983 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 35399 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11895 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18067 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40583 members 
Mstep: Class 28 contains 56277 members 
Mstep: Class 29 contains 52605 members 
Mstep: Class 31 contains 9339 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63572 members 
Mstep: Class 41 contains 67764 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57140 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997184.000000 Penalty: 104540.851562
Iteration 132Q: 49 clusters Score -8.599718e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 33033 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 54607 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 35283 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11892 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40598 members 
Mstep: Class 28 contains 56595 members 
Mstep: Class 29 contains 52416 members 
Mstep: Class 31 contains 9336 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63546 members 
Mstep: Class 41 contains 67918 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57288 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997464.000000 Penalty: 104540.851562
Iteration 133Q: 49 clusters Score -8.599746e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 33089 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21547 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 54215 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 20975 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 35178 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11888 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18091 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40607 members 
Mstep: Class 28 contains 56924 members 
Mstep: Class 29 contains 52232 members 
Mstep: Class 31 contains 9334 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63513 members 
Mstep: Class 41 contains 68066 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57455 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997424.000000 Penalty: 104540.851562
Iteration 134Q: 49 clusters Score -8.599742e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33170 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46788 members 
Mstep: Class 10 contains 53837 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 20983 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11882 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18101 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40621 members 
Mstep: Class 28 contains 57247 members 
Mstep: Class 29 contains 52053 members 
Mstep: Class 31 contains 9333 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29154 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63487 members 
Mstep: Class 41 contains 68152 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57632 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997256.000000 Penalty: 104540.851562
Iteration 135Q: 49 clusters Score -8.599726e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33239 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46752 members 
Mstep: Class 10 contains 53488 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 20985 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34984 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40621 members 
Mstep: Class 28 contains 57623 members 
Mstep: Class 29 contains 51906 members 
Mstep: Class 31 contains 9332 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29156 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63448 members 
Mstep: Class 41 contains 68236 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57777 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997296.000000 Penalty: 104540.851562
Iteration 136Q: 49 clusters Score -8.59973e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33291 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46694 members 
Mstep: Class 10 contains 53155 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 20988 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34820 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18107 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40612 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 51773 members 
Mstep: Class 31 contains 9333 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29170 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63420 members 
Mstep: Class 41 contains 68339 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57892 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997176.000000 Penalty: 104540.851562
Iteration 137Q: 49 clusters Score -8.599718e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33324 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46664 members 
Mstep: Class 10 contains 52823 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 20981 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11871 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40588 members 
Mstep: Class 28 contains 58531 members 
Mstep: Class 29 contains 51655 members 
Mstep: Class 31 contains 9329 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29180 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63391 members 
Mstep: Class 41 contains 68465 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57976 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996976.000000 Penalty: 104540.851562
Iteration 138Q: 49 clusters Score -8.599698e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33357 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21573 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46593 members 
Mstep: Class 10 contains 52457 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 20977 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34458 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18110 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40581 members 
Mstep: Class 28 contains 59057 members 
Mstep: Class 29 contains 51517 members 
Mstep: Class 31 contains 9327 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29177 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63355 members 
Mstep: Class 41 contains 68557 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58113 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997000.000000 Penalty: 104540.851562
Iteration 139Q: 49 clusters Score -8.5997e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33404 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46523 members 
Mstep: Class 10 contains 52063 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 20965 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34242 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11871 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18109 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40550 members 
Mstep: Class 28 contains 59652 members 
Mstep: Class 29 contains 51415 members 
Mstep: Class 31 contains 9326 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29189 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63316 members 
Mstep: Class 41 contains 68672 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58203 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997048.000000 Penalty: 104540.851562
Iteration 140F: 49 clusters Score -8.599705e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33476 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21573 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46442 members 
Mstep: Class 10 contains 51596 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20955 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34010 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11875 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40511 members 
Mstep: Class 28 contains 60292 members 
Mstep: Class 29 contains 51322 members 
Mstep: Class 31 contains 9324 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29190 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63295 members 
Mstep: Class 41 contains 68752 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58350 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997144.000000 Penalty: 104540.851562
Iteration 141Q: 49 clusters Score -8.599714e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33517 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21573 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46351 members 
Mstep: Class 10 contains 51083 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 33755 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40457 members 
Mstep: Class 28 contains 60979 members 
Mstep: Class 29 contains 51231 members 
Mstep: Class 31 contains 9324 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29186 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63284 members 
Mstep: Class 41 contains 68791 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58614 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997096.000000 Penalty: 104540.851562
Iteration 142Q: 49 clusters Score -8.59971e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33532 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21586 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46237 members 
Mstep: Class 10 contains 50544 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 33527 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18124 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40404 members 
Mstep: Class 28 contains 61708 members 
Mstep: Class 29 contains 51140 members 
Mstep: Class 31 contains 9324 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63267 members 
Mstep: Class 41 contains 68791 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58893 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996992.000000 Penalty: 104540.851562
Iteration 143Q: 49 clusters Score -8.599699e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33544 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46113 members 
Mstep: Class 10 contains 49961 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 33320 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40340 members 
Mstep: Class 28 contains 62442 members 
Mstep: Class 29 contains 51055 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29170 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63253 members 
Mstep: Class 41 contains 68849 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59168 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996832.000000 Penalty: 104540.851562
Iteration 144Q: 49 clusters Score -8.599683e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33560 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45988 members 
Mstep: Class 10 contains 49311 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 20930 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 33151 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11875 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40291 members 
Mstep: Class 28 contains 63193 members 
Mstep: Class 29 contains 50954 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29165 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63240 members 
Mstep: Class 41 contains 68887 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59451 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996904.000000 Penalty: 104540.851562
Iteration 145Q: 49 clusters Score -8.59969e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33564 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21622 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45837 members 
Mstep: Class 10 contains 48642 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 32995 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11878 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18164 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40219 members 
Mstep: Class 28 contains 64020 members 
Mstep: Class 29 contains 50807 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29160 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63225 members 
Mstep: Class 41 contains 68905 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59798 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996976.000000 Penalty: 104540.851562
Iteration 146Q: 49 clusters Score -8.599698e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33565 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21629 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 47937 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20919 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32832 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18165 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40149 members 
Mstep: Class 28 contains 64856 members 
Mstep: Class 29 contains 50665 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29161 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63193 members 
Mstep: Class 41 contains 68920 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60244 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996768.000000 Penalty: 104540.851562
Iteration 147Q: 49 clusters Score -8.599677e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33560 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45444 members 
Mstep: Class 10 contains 47324 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20911 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32630 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18160 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40059 members 
Mstep: Class 28 contains 65751 members 
Mstep: Class 29 contains 50536 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29173 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63163 members 
Mstep: Class 41 contains 68924 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60608 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996472.000000 Penalty: 104540.851562
Iteration 148Q: 49 clusters Score -8.599647e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33556 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21666 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45254 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20901 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32471 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18147 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39963 members 
Mstep: Class 28 contains 66647 members 
Mstep: Class 29 contains 50400 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29172 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63133 members 
Mstep: Class 41 contains 68928 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60951 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996216.000000 Penalty: 104540.851562
Iteration 149Q: 49 clusters Score -8.599622e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33523 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 21673 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45047 members 
Mstep: Class 10 contains 46058 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20877 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32317 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18155 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39888 members 
Mstep: Class 28 contains 67553 members 
Mstep: Class 29 contains 50261 members 
Mstep: Class 31 contains 9303 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29178 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63101 members 
Mstep: Class 41 contains 68863 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61406 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995872.000000 Penalty: 104540.851562
Iteration 150Q: 49 clusters Score -8.599587e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33468 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21687 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44835 members 
Mstep: Class 10 contains 45321 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18147 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39822 members 
Mstep: Class 28 contains 68446 members 
Mstep: Class 29 contains 50125 members 
Mstep: Class 31 contains 9299 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29181 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63070 members 
Mstep: Class 41 contains 68775 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61991 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995664.000000 Penalty: 104540.851562
Iteration 151Q: 49 clusters Score -8.599566e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33417 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21697 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 44490 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 32030 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18142 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39770 members 
Mstep: Class 28 contains 69370 members 
Mstep: Class 29 contains 50005 members 
Mstep: Class 31 contains 9297 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29190 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63041 members 
Mstep: Class 41 contains 68639 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62622 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995784.000000 Penalty: 104540.851562
Iteration 152Q: 49 clusters Score -8.599578e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33368 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44442 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31927 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11863 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18144 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39722 members 
Mstep: Class 28 contains 70300 members 
Mstep: Class 29 contains 49892 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29193 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63006 members 
Mstep: Class 41 contains 68436 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63381 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996000.000000 Penalty: 104540.851562
Iteration 153Q: 49 clusters Score -8.5996e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 33296 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44233 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20823 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31851 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11864 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18136 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39657 members 
Mstep: Class 28 contains 71213 members 
Mstep: Class 29 contains 49792 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2241 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62986 members 
Mstep: Class 41 contains 68168 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64231 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995872.000000 Penalty: 104540.851562
Iteration 154Q: 49 clusters Score -8.599587e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43988 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 20797 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31751 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18136 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39579 members 
Mstep: Class 28 contains 72139 members 
Mstep: Class 29 contains 49711 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2242 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29205 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62956 members 
Mstep: Class 41 contains 67978 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65061 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995696.000000 Penalty: 104540.851562
Iteration 155Q: 49 clusters Score -8.59957e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21814 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43764 members 
Mstep: Class 10 contains 40554 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 20779 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31720 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39514 members 
Mstep: Class 28 contains 73083 members 
Mstep: Class 29 contains 49618 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29197 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62935 members 
Mstep: Class 41 contains 67793 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65906 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995600.000000 Penalty: 104540.851562
Iteration 156Q: 49 clusters Score -8.59956e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33006 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21844 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43476 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 20763 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31706 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39446 members 
Mstep: Class 28 contains 73968 members 
Mstep: Class 29 contains 49515 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29193 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62901 members 
Mstep: Class 41 contains 67673 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66862 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995648.000000 Penalty: 104540.851562
Iteration 157Q: 49 clusters Score -8.599565e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32870 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21879 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43209 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31700 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11864 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39396 members 
Mstep: Class 28 contains 74883 members 
Mstep: Class 29 contains 49412 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29186 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62887 members 
Mstep: Class 41 contains 67542 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 67814 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995400.000000 Penalty: 104540.851562
Iteration 158Q: 49 clusters Score -8.59954e+07 nChanged 3379
Entering ConstructFrom: 
Score: -85995400.000000 Penalty: 104540.851562
Entering ConstructFrom: 
Trying to split cluster 1 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -234929.687500 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -234929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232870.984375 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -232871 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233377.453125 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -233377.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233533.156250 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -233533.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -233640.703125 Penalty: 2464.720947
	Iteration 3F: 3 clusters Score -233640.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233724.984375 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -233725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233787.406250 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -233787.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -233839.187500 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -233839.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -233882.421875 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -233882.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -233922.656250 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -233922.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -233955.468750 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -233955.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -233983.203125 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -233983.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -234002.671875 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -234002.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234014.953125 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -234015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -234028.703125 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -234028.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -234041.640625 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -234041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -234049.687500 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -234049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234056.156250 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -234056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -234061.093750 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -234061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -234068.359375 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -234068.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234074.328125 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -234074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -234078.484375 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -234078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -234081.843750 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -234081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234083.890625 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -234083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -234086.671875 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -234086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -234088.750000 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -234088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -234090.187500 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -234090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -234090.140625 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -234090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -234090.140625 Penalty: 2464.720947
	Iteration 27F: 3 clusters Score -234090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Entering Unmasked Estep 
Score: -4370899.000000 Penalty: 1689.382568
	Iteration 0F: 2 clusters Score -4370899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4348989.500000 Penalty: 3378.765137
	Iteration 0F: 3 clusters Score -4348990 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4357591.000000 Penalty: 3378.765137
	Iteration 1F: 3 clusters Score -4357591 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4358169.000000 Penalty: 3378.765137
	Iteration 2Q: 3 clusters Score -4358169 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4358940.500000 Penalty: 3378.765137
	Iteration 3Q: 3 clusters Score -4358940 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4360081.000000 Penalty: 3378.765137
	Iteration 4F: 3 clusters Score -4360081 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4361819.000000 Penalty: 3378.765137
	Iteration 5F: 3 clusters Score -4361819 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4364018.500000 Penalty: 3378.765137
	Iteration 6F: 3 clusters Score -4364018 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4366216.500000 Penalty: 3378.765137
	Iteration 7F: 3 clusters Score -4366216 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4367675.000000 Penalty: 3378.765137
	Iteration 8Q: 3 clusters Score -4367675 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4368467.000000 Penalty: 3378.765137
	Iteration 9Q: 3 clusters Score -4368467 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4368898.500000 Penalty: 3378.765137
	Iteration 10Q: 3 clusters Score -4368898 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4369114.000000 Penalty: 3378.765137
	Iteration 11Q: 3 clusters Score -4369114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4369254.000000 Penalty: 3378.765137
	Iteration 12Q: 3 clusters Score -4369254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4369319.500000 Penalty: 3378.765137
	Iteration 13Q: 3 clusters Score -4369320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4369371.500000 Penalty: 3378.765137
	Iteration 14Q: 3 clusters Score -4369372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4369414.000000 Penalty: 3378.765137
	Iteration 15Q: 3 clusters Score -4369414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4369436.000000 Penalty: 3378.765137
	Iteration 16Q: 3 clusters Score -4369436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4369453.500000 Penalty: 3378.765137
	Iteration 17Q: 3 clusters Score -4369454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4369457.500000 Penalty: 3378.765137
	Iteration 18Q: 3 clusters Score -4369458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4369462.000000 Penalty: 3378.765137
	Iteration 19Q: 3 clusters Score -4369462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4369468.000000 Penalty: 3378.765137
	Iteration 20F: 3 clusters Score -4369468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4369470.500000 Penalty: 3378.765137
	Iteration 21Q: 3 clusters Score -4369470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4369470.000000 Penalty: 3378.765137
	Iteration 22Q: 3 clusters Score -4369470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4369475.500000 Penalty: 3378.765137
	Iteration 23Q: 3 clusters Score -4369476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4369471.000000 Penalty: 3378.765137
	Iteration 24Q: 3 clusters Score -4369471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4369471.000000 Penalty: 3378.765137
	Iteration 25F: 3 clusters Score -4369471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11253.457031 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11253.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11442.806641 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11442.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11459.949219 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -11459.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11490.974609 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11490.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11504.884766 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11504.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11512.722656 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11512.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11512.722656 Penalty: 1734.699951
	Iteration 6F: 3 clusters Score -11512.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -49987.824219 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -49987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49220.875000 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -49220.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49777.308594 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -49777.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50145.347656 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -50145.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50288.820312 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -50288.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50323.933594 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -50323.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50329.375000 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -50329.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50337.042969 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -50337.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50339.695312 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -50339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50339.695312 Penalty: 1917.466675
	Iteration 8F: 3 clusters Score -50339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 136 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994144.000000 Penalty: 106718.789062
Splitting cluster 4 changes total score from -85995400.000000 to -85994144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Entering Unmasked Estep 
Score: -2844098.250000 Penalty: 1624.079102
	Iteration 0F: 2 clusters Score -2844098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2829354.750000 Penalty: 3248.158203
	Iteration 0F: 3 clusters Score -2829355 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2834857.000000 Penalty: 3248.158203
	Iteration 1F: 3 clusters Score -2834857 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2835353.250000 Penalty: 3248.158203
	Iteration 2F: 3 clusters Score -2835353 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2835879.000000 Penalty: 3248.158203
	Iteration 3F: 3 clusters Score -2835879 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2836462.500000 Penalty: 3248.158203
	Iteration 4F: 3 clusters Score -2836462 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2837157.250000 Penalty: 3248.158203
	Iteration 5F: 3 clusters Score -2837157 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2837960.750000 Penalty: 3248.158203
	Iteration 6F: 3 clusters Score -2837961 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2838824.250000 Penalty: 3248.158203
	Iteration 7F: 3 clusters Score -2838824 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2839726.250000 Penalty: 3248.158203
	Iteration 8F: 3 clusters Score -2839726 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2840568.750000 Penalty: 3248.158203
	Iteration 9Q: 3 clusters Score -2840569 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2841239.500000 Penalty: 3248.158203
	Iteration 10Q: 3 clusters Score -2841240 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2841764.250000 Penalty: 3248.158203
	Iteration 11Q: 3 clusters Score -2841764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2842119.000000 Penalty: 3248.158203
	Iteration 12Q: 3 clusters Score -2842119 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2842332.250000 Penalty: 3248.158203
	Iteration 13Q: 3 clusters Score -2842332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2842479.250000 Penalty: 3248.158203
	Iteration 14Q: 3 clusters Score -2842479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2842578.500000 Penalty: 3248.158203
	Iteration 15Q: 3 clusters Score -2842578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2842640.500000 Penalty: 3248.158203
	Iteration 16Q: 3 clusters Score -2842640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2842665.000000 Penalty: 3248.158203
	Iteration 17Q: 3 clusters Score -2842665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2842684.000000 Penalty: 3248.158203
	Iteration 18Q: 3 clusters Score -2842684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2842693.250000 Penalty: 3248.158203
	Iteration 19Q: 3 clusters Score -2842693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2842704.250000 Penalty: 3248.158203
	Iteration 20F: 3 clusters Score -2842704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2842708.500000 Penalty: 3248.158203
	Iteration 21Q: 3 clusters Score -2842708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2842714.500000 Penalty: 3248.158203
	Iteration 22Q: 3 clusters Score -2842714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2842720.250000 Penalty: 3248.158203
	Iteration 23Q: 3 clusters Score -2842720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2842722.000000 Penalty: 3248.158203
	Iteration 24Q: 3 clusters Score -2842722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2842722.250000 Penalty: 3248.158203
	Iteration 25Q: 3 clusters Score -2842722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2842725.500000 Penalty: 3248.158203
	Iteration 26Q: 3 clusters Score -2842726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2842726.750000 Penalty: 3248.158203
	Iteration 27Q: 3 clusters Score -2842727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2842727.250000 Penalty: 3248.158203
	Iteration 28Q: 3 clusters Score -2842727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2842732.500000 Penalty: 3248.158203
	Iteration 29Q: 3 clusters Score -2842732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2842736.250000 Penalty: 3248.158203
	Iteration 30Q: 3 clusters Score -2842736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2842739.000000 Penalty: 3248.158203
	Iteration 31Q: 3 clusters Score -2842739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2842740.250000 Penalty: 3248.158203
	Iteration 32Q: 3 clusters Score -2842740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2842741.250000 Penalty: 3248.158203
	Iteration 33Q: 3 clusters Score -2842741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2842741.250000 Penalty: 3248.158203
	Iteration 34F: 3 clusters Score -2842741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -97645.023438 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -97645.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96391.554688 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -96391.55 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96707.187500 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -96707.19 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96932.179688 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -96932.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97085.273438 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -97085.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97156.070312 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -97156.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97197.867188 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -97197.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97219.101562 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -97219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97238.515625 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -97238.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97248.117188 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -97248.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97248.625000 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -97248.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97253.125000 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -97253.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97255.312500 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -97255.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97257.226562 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -97257.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97257.226562 Penalty: 2168.821777
	Iteration 13F: 3 clusters Score -97257.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52614.671875 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52614.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51532.777344 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51532.78 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51937.007812 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -51937.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52142.574219 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52142.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52283.832031 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52283.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52367.246094 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -52367.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52430.160156 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -52430.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52514.976562 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -52514.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52571.093750 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -52571.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52614.988281 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -52614.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52630.437500 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -52630.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52640.312500 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -52640.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52642.050781 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -52642.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52644.179688 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -52644.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52670.742188 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -52670.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52718.179688 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -52718.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52791.515625 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -52791.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52817.808594 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -52817.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52825.554688 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -52825.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52831.335938 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -52831.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52850.988281 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -52850.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52886.843750 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -52886.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52951.605469 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -52951.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52993.992188 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -52993.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53043.339844 Penalty: 2100.991211
	Iteration 23Q: 3 clusters Score -53043.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53135.234375 Penalty: 2100.991211
	Iteration 24Q: 3 clusters Score -53135.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53202.546875 Penalty: 2100.991211
	Iteration 25Q: 3 clusters Score -53202.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53263.789062 Penalty: 2100.991211
	Iteration 26Q: 3 clusters Score -53263.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53304.457031 Penalty: 2100.991211
	Iteration 27Q: 3 clusters Score -53304.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53346.882812 Penalty: 2100.991211
	Iteration 28Q: 3 clusters Score -53346.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53372.355469 Penalty: 2100.991211
	Iteration 29Q: 3 clusters Score -53372.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53408.757812 Penalty: 2100.991211
	Iteration 30Q: 3 clusters Score -53408.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53444.269531 Penalty: 2100.991211
	Iteration 31Q: 3 clusters Score -53444.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53459.609375 Penalty: 2100.991211
	Iteration 32Q: 3 clusters Score -53459.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53467.570312 Penalty: 2100.991211
	Iteration 33Q: 3 clusters Score -53467.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53485.273438 Penalty: 2100.991211
	Iteration 34Q: 3 clusters Score -53485.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53504.703125 Penalty: 2100.991211
	Iteration 35Q: 3 clusters Score -53504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -53514.144531 Penalty: 2100.991211
	Iteration 36Q: 3 clusters Score -53514.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53517.136719 Penalty: 2100.991211
	Iteration 37Q: 3 clusters Score -53517.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53523.527344 Penalty: 2100.991211
	Iteration 38Q: 3 clusters Score -53523.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53523.527344 Penalty: 2100.991211
	Iteration 39F: 3 clusters Score -53523.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994784.000000 Penalty: 106718.789062
Splitting cluster 7 changes total score from -85995400.000000 to -85994784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59015.785156 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59015.79 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59259.328125 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59259.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59365.679688 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59365.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59463.917969 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59463.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59517.738281 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -59517.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59571.925781 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59571.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59628.851562 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59628.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59656.144531 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59656.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59688.019531 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59688.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59717.757812 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59717.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59748.292969 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59748.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59773.484375 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59773.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59778.398438 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -59778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59796.886719 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -59796.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59813.578125 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -59813.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59825.234375 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -59825.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59833.382812 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -59833.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59839.074219 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -59839.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59843.453125 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -59843.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59845.292969 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -59845.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59846.230469 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -59846.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59849.007812 Penalty: 2079.002197
	Iteration 21Q: 3 clusters Score -59849.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59849.007812 Penalty: 2079.002197
	Iteration 22F: 3 clusters Score -59849.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Entering Unmasked Estep 
Score: -5722800.500000 Penalty: 1733.466919
	Iteration 0F: 2 clusters Score -5722800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5694295.500000 Penalty: 3466.933838
	Iteration 0F: 3 clusters Score -5694296 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5705659.000000 Penalty: 3466.933838
	Iteration 1F: 3 clusters Score -5705659 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5706205.000000 Penalty: 3466.933838
	Iteration 2Q: 3 clusters Score -5706205 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5706869.500000 Penalty: 3466.933838
	Iteration 3Q: 3 clusters Score -5706870 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5707781.000000 Penalty: 3466.933838
	Iteration 4Q: 3 clusters Score -5707781 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5709128.500000 Penalty: 3466.933838
	Iteration 5F: 3 clusters Score -5709128 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5710824.000000 Penalty: 3466.933838
	Iteration 6F: 3 clusters Score -5710824 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5712603.000000 Penalty: 3466.933838
	Iteration 7F: 3 clusters Score -5712603 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5713884.000000 Penalty: 3466.933838
	Iteration 8F: 3 clusters Score -5713884 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5714536.000000 Penalty: 3466.933838
	Iteration 9Q: 3 clusters Score -5714536 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5714817.500000 Penalty: 3466.933838
	Iteration 10Q: 3 clusters Score -5714818 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5715067.500000 Penalty: 3466.933838
	Iteration 11Q: 3 clusters Score -5715068 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -5715286.000000 Penalty: 3466.933838
	Iteration 12Q: 3 clusters Score -5715286 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5715529.000000 Penalty: 3466.933838
	Iteration 13Q: 3 clusters Score -5715529 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5715805.500000 Penalty: 3466.933838
	Iteration 14Q: 3 clusters Score -5715806 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5716025.000000 Penalty: 3466.933838
	Iteration 15Q: 3 clusters Score -5716025 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5716282.000000 Penalty: 3466.933838
	Iteration 16Q: 3 clusters Score -5716282 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5716557.500000 Penalty: 3466.933838
	Iteration 17Q: 3 clusters Score -5716558 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5716819.000000 Penalty: 3466.933838
	Iteration 18Q: 3 clusters Score -5716819 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5717019.500000 Penalty: 3466.933838
	Iteration 19Q: 3 clusters Score -5717020 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5717159.500000 Penalty: 3466.933838
	Iteration 20F: 3 clusters Score -5717160 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5717281.000000 Penalty: 3466.933838
	Iteration 21Q: 3 clusters Score -5717281 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5717385.500000 Penalty: 3466.933838
	Iteration 22Q: 3 clusters Score -5717386 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5717519.000000 Penalty: 3466.933838
	Iteration 23Q: 3 clusters Score -5717519 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5717654.500000 Penalty: 3466.933838
	Iteration 24Q: 3 clusters Score -5717654 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -5717829.500000 Penalty: 3466.933838
	Iteration 25Q: 3 clusters Score -5717830 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5717978.500000 Penalty: 3466.933838
	Iteration 26Q: 3 clusters Score -5717978 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5718158.500000 Penalty: 3466.933838
	Iteration 27Q: 3 clusters Score -5718158 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5718310.500000 Penalty: 3466.933838
	Iteration 28Q: 3 clusters Score -5718310 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5718487.000000 Penalty: 3466.933838
	Iteration 29Q: 3 clusters Score -5718487 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5718649.500000 Penalty: 3466.933838
	Iteration 30Q: 3 clusters Score -5718650 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5718812.000000 Penalty: 3466.933838
	Iteration 31Q: 3 clusters Score -5718812 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5718987.000000 Penalty: 3466.933838
	Iteration 32Q: 3 clusters Score -5718987 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -5719200.500000 Penalty: 3466.933838
	Iteration 33Q: 3 clusters Score -5719200 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5719402.500000 Penalty: 3466.933838
	Iteration 34Q: 3 clusters Score -5719402 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5719583.000000 Penalty: 3466.933838
	Iteration 35Q: 3 clusters Score -5719583 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5719722.000000 Penalty: 3466.933838
	Iteration 36Q: 3 clusters Score -5719722 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5719867.500000 Penalty: 3466.933838
	Iteration 37Q: 3 clusters Score -5719868 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -5719990.500000 Penalty: 3466.933838
	Iteration 38Q: 3 clusters Score -5719990 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -5720076.500000 Penalty: 3466.933838
	Iteration 39Q: 3 clusters Score -5720076 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5720180.000000 Penalty: 3466.933838
	Iteration 40F: 3 clusters Score -5720180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5720256.500000 Penalty: 3466.933838
	Iteration 41Q: 3 clusters Score -5720256 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5720313.000000 Penalty: 3466.933838
	Iteration 42Q: 3 clusters Score -5720313 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -5720382.500000 Penalty: 3466.933838
	Iteration 43Q: 3 clusters Score -5720382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5720432.500000 Penalty: 3466.933838
	Iteration 44Q: 3 clusters Score -5720432 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -5720454.000000 Penalty: 3466.933838
	Iteration 45Q: 3 clusters Score -5720454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5720484.000000 Penalty: 3466.933838
	Iteration 46Q: 3 clusters Score -5720484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -5720521.000000 Penalty: 3466.933838
	Iteration 47Q: 3 clusters Score -5720521 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5720528.000000 Penalty: 3466.933838
	Iteration 48Q: 3 clusters Score -5720528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5720564.500000 Penalty: 3466.933838
	Iteration 49Q: 3 clusters Score -5720564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5720591.500000 Penalty: 3466.933838
	Iteration 50Q: 3 clusters Score -5720592 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5720600.500000 Penalty: 3466.933838
	Iteration 51Q: 3 clusters Score -5720600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5720625.000000 Penalty: 3466.933838
	Iteration 52Q: 3 clusters Score -5720625 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5720636.500000 Penalty: 3466.933838
	Iteration 53Q: 3 clusters Score -5720636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5720642.000000 Penalty: 3466.933838
	Iteration 54Q: 3 clusters Score -5720642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5720640.500000 Penalty: 3466.933838
	Iteration 55Q: 3 clusters Score -5720640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -5720644.500000 Penalty: 3466.933838
	Iteration 56Q: 3 clusters Score -5720644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5720675.500000 Penalty: 3466.933838
	Iteration 57Q: 3 clusters Score -5720676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5720676.500000 Penalty: 3466.933838
	Iteration 58Q: 3 clusters Score -5720676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -5720659.500000 Penalty: 3466.933838
	Iteration 59Q: 3 clusters Score -5720660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -5720663.000000 Penalty: 3466.933838
	Iteration 60F: 3 clusters Score -5720663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5720682.500000 Penalty: 3466.933838
	Iteration 61Q: 3 clusters Score -5720682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5720680.000000 Penalty: 3466.933838
	Iteration 62Q: 3 clusters Score -5720680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -5720690.500000 Penalty: 3466.933838
	Iteration 63Q: 3 clusters Score -5720690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5720702.500000 Penalty: 3466.933838
	Iteration 64Q: 3 clusters Score -5720702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -5720700.500000 Penalty: 3466.933838
	Iteration 65Q: 3 clusters Score -5720700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5720710.000000 Penalty: 3466.933838
	Iteration 66Q: 3 clusters Score -5720710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5720716.000000 Penalty: 3466.933838
	Iteration 67Q: 3 clusters Score -5720716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5720717.500000 Penalty: 3466.933838
	Iteration 68Q: 3 clusters Score -5720718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5720726.500000 Penalty: 3466.933838
	Iteration 69Q: 3 clusters Score -5720726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5720748.000000 Penalty: 3466.933838
	Iteration 70Q: 3 clusters Score -5720748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5720764.500000 Penalty: 3466.933838
	Iteration 71Q: 3 clusters Score -5720764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5720769.500000 Penalty: 3466.933838
	Iteration 72Q: 3 clusters Score -5720770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5720763.000000 Penalty: 3466.933838
	Iteration 73Q: 3 clusters Score -5720763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5720757.000000 Penalty: 3466.933838
	Iteration 74Q: 3 clusters Score -5720757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5720758.000000 Penalty: 3466.933838
	Iteration 75Q: 3 clusters Score -5720758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5720755.500000 Penalty: 3466.933838
	Iteration 76Q: 3 clusters Score -5720756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -5720759.000000 Penalty: 3466.933838
	Iteration 77Q: 3 clusters Score -5720759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5720759.500000 Penalty: 3466.933838
	Iteration 78Q: 3 clusters Score -5720760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5720758.000000 Penalty: 3466.933838
	Iteration 79Q: 3 clusters Score -5720758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -5720769.500000 Penalty: 3466.933838
	Iteration 80F: 3 clusters Score -5720770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5720784.000000 Penalty: 3466.933838
	Iteration 81Q: 3 clusters Score -5720784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5720782.500000 Penalty: 3466.933838
	Iteration 82Q: 3 clusters Score -5720782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5720782.500000 Penalty: 3466.933838
	Iteration 83Q: 3 clusters Score -5720782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -5720764.500000 Penalty: 3466.933838
	Iteration 84Q: 3 clusters Score -5720764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -5720772.500000 Penalty: 3466.933838
	Iteration 85Q: 3 clusters Score -5720772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -5720762.500000 Penalty: 3466.933838
	Iteration 86Q: 3 clusters Score -5720762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -5720769.000000 Penalty: 3466.933838
	Iteration 87Q: 3 clusters Score -5720769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5720774.500000 Penalty: 3466.933838
	Iteration 88Q: 3 clusters Score -5720774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5720768.500000 Penalty: 3466.933838
	Iteration 89Q: 3 clusters Score -5720768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -5720774.500000 Penalty: 3466.933838
	Iteration 90Q: 3 clusters Score -5720774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5720776.500000 Penalty: 3466.933838
	Iteration 91Q: 3 clusters Score -5720776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5720784.500000 Penalty: 3466.933838
	Iteration 92Q: 3 clusters Score -5720784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5720781.500000 Penalty: 3466.933838
	Iteration 93Q: 3 clusters Score -5720782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5720772.500000 Penalty: 3466.933838
	Iteration 94Q: 3 clusters Score -5720772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -5720777.500000 Penalty: 3466.933838
	Iteration 95Q: 3 clusters Score -5720778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5720780.000000 Penalty: 3466.933838
	Iteration 96Q: 3 clusters Score -5720780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5720777.000000 Penalty: 3466.933838
	Iteration 97Q: 3 clusters Score -5720777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5720783.000000 Penalty: 3466.933838
	Iteration 98Q: 3 clusters Score -5720783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5720773.000000 Penalty: 3466.933838
	Iteration 99Q: 3 clusters Score -5720773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5720778.500000 Penalty: 3466.933838
	Iteration 100F: 3 clusters Score -5720778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5720784.000000 Penalty: 3466.933838
	Iteration 101Q: 3 clusters Score -5720784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5720779.500000 Penalty: 3466.933838
	Iteration 102Q: 3 clusters Score -5720780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5720781.000000 Penalty: 3466.933838
	Iteration 103Q: 3 clusters Score -5720781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5720781.500000 Penalty: 3466.933838
	Iteration 104Q: 3 clusters Score -5720782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5720784.500000 Penalty: 3466.933838
	Iteration 105Q: 3 clusters Score -5720784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -5720794.500000 Penalty: 3466.933838
	Iteration 106Q: 3 clusters Score -5720794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -5720792.000000 Penalty: 3466.933838
	Iteration 107Q: 3 clusters Score -5720792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5720803.000000 Penalty: 3466.933838
	Iteration 108Q: 3 clusters Score -5720803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5720813.000000 Penalty: 3466.933838
	Iteration 109Q: 3 clusters Score -5720813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5720824.500000 Penalty: 3466.933838
	Iteration 110Q: 3 clusters Score -5720824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5720819.500000 Penalty: 3466.933838
	Iteration 111Q: 3 clusters Score -5720820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5720811.500000 Penalty: 3466.933838
	Iteration 112Q: 3 clusters Score -5720812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5720820.500000 Penalty: 3466.933838
	Iteration 113Q: 3 clusters Score -5720820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5720814.500000 Penalty: 3466.933838
	Iteration 114Q: 3 clusters Score -5720814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5720813.500000 Penalty: 3466.933838
	Iteration 115Q: 3 clusters Score -5720814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -5720825.000000 Penalty: 3466.933838
	Iteration 116Q: 3 clusters Score -5720825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5720822.500000 Penalty: 3466.933838
	Iteration 117Q: 3 clusters Score -5720822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5720821.500000 Penalty: 3466.933838
	Iteration 118Q: 3 clusters Score -5720822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -5720826.500000 Penalty: 3466.933838
	Iteration 119Q: 3 clusters Score -5720826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5720828.500000 Penalty: 3466.933838
	Iteration 120F: 3 clusters Score -5720828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -5720833.500000 Penalty: 3466.933838
	Iteration 121Q: 3 clusters Score -5720834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5720831.000000 Penalty: 3466.933838
	Iteration 122Q: 3 clusters Score -5720831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -5720833.500000 Penalty: 3466.933838
	Iteration 123Q: 3 clusters Score -5720834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5720833.500000 Penalty: 3466.933838
	Iteration 124Q: 3 clusters Score -5720834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5720838.500000 Penalty: 3466.933838
	Iteration 125Q: 3 clusters Score -5720838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5720834.500000 Penalty: 3466.933838
	Iteration 126Q: 3 clusters Score -5720834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5720834.500000 Penalty: 3466.933838
	Iteration 127Q: 3 clusters Score -5720834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -5720830.500000 Penalty: 3466.933838
	Iteration 128Q: 3 clusters Score -5720830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5720831.500000 Penalty: 3466.933838
	Iteration 129Q: 3 clusters Score -5720832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5720828.000000 Penalty: 3466.933838
	Iteration 130Q: 3 clusters Score -5720828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -5720823.500000 Penalty: 3466.933838
	Iteration 131Q: 3 clusters Score -5720824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5720823.000000 Penalty: 3466.933838
	Iteration 132Q: 3 clusters Score -5720823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5720820.500000 Penalty: 3466.933838
	Iteration 133Q: 3 clusters Score -5720820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5720816.500000 Penalty: 3466.933838
	Iteration 134Q: 3 clusters Score -5720816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5720820.000000 Penalty: 3466.933838
	Iteration 135Q: 3 clusters Score -5720820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5720823.000000 Penalty: 3466.933838
	Iteration 136Q: 3 clusters Score -5720823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5720823.500000 Penalty: 3466.933838
	Iteration 137Q: 3 clusters Score -5720824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -5720821.000000 Penalty: 3466.933838
	Iteration 138Q: 3 clusters Score -5720821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5720827.000000 Penalty: 3466.933838
	Iteration 139Q: 3 clusters Score -5720827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5720827.500000 Penalty: 3466.933838
	Iteration 140F: 3 clusters Score -5720828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5720833.000000 Penalty: 3466.933838
	Iteration 141Q: 3 clusters Score -5720833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5720830.500000 Penalty: 3466.933838
	Iteration 142Q: 3 clusters Score -5720830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -5720827.000000 Penalty: 3466.933838
	Iteration 143Q: 3 clusters Score -5720827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -5720831.000000 Penalty: 3466.933838
	Iteration 144Q: 3 clusters Score -5720831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5720828.500000 Penalty: 3466.933838
	Iteration 145Q: 3 clusters Score -5720828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -5720828.000000 Penalty: 3466.933838
	Iteration 146Q: 3 clusters Score -5720828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5720816.000000 Penalty: 3466.933838
	Iteration 147Q: 3 clusters Score -5720816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -5720823.000000 Penalty: 3466.933838
	Iteration 148Q: 3 clusters Score -5720823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5720823.500000 Penalty: 3466.933838
	Iteration 149Q: 3 clusters Score -5720824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5720817.500000 Penalty: 3466.933838
	Iteration 150Q: 3 clusters Score -5720818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5720819.500000 Penalty: 3466.933838
	Iteration 151Q: 3 clusters Score -5720820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5720819.500000 Penalty: 3466.933838
	Iteration 152F: 3 clusters Score -5720820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Entering Unmasked Estep 
Score: -4941262.500000 Penalty: 1710.138550
	Iteration 0F: 2 clusters Score -4941262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4916368.500000 Penalty: 3420.277100
	Iteration 0F: 3 clusters Score -4916368 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4926254.500000 Penalty: 3420.277100
	Iteration 1F: 3 clusters Score -4926254 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4926972.500000 Penalty: 3420.277100
	Iteration 2Q: 3 clusters Score -4926972 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4927961.000000 Penalty: 3420.277100
	Iteration 3Q: 3 clusters Score -4927961 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4929311.000000 Penalty: 3420.277100
	Iteration 4F: 3 clusters Score -4929311 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4931217.500000 Penalty: 3420.277100
	Iteration 5F: 3 clusters Score -4931218 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -4933721.000000 Penalty: 3420.277100
	Iteration 6F: 3 clusters Score -4933721 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4936405.000000 Penalty: 3420.277100
	Iteration 7F: 3 clusters Score -4936405 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4938087.000000 Penalty: 3420.277100
	Iteration 8F: 3 clusters Score -4938087 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4938902.500000 Penalty: 3420.277100
	Iteration 9Q: 3 clusters Score -4938902 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4939284.000000 Penalty: 3420.277100
	Iteration 10Q: 3 clusters Score -4939284 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4939505.000000 Penalty: 3420.277100
	Iteration 11Q: 3 clusters Score -4939505 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4939619.000000 Penalty: 3420.277100
	Iteration 12Q: 3 clusters Score -4939619 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4939729.500000 Penalty: 3420.277100
	Iteration 13Q: 3 clusters Score -4939730 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4939756.500000 Penalty: 3420.277100
	Iteration 14Q: 3 clusters Score -4939756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4939770.500000 Penalty: 3420.277100
	Iteration 15Q: 3 clusters Score -4939770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4939800.000000 Penalty: 3420.277100
	Iteration 16Q: 3 clusters Score -4939800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4939834.000000 Penalty: 3420.277100
	Iteration 17Q: 3 clusters Score -4939834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4939835.500000 Penalty: 3420.277100
	Iteration 18Q: 3 clusters Score -4939836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4939840.000000 Penalty: 3420.277100
	Iteration 19Q: 3 clusters Score -4939840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4939858.500000 Penalty: 3420.277100
	Iteration 20F: 3 clusters Score -4939858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4939854.500000 Penalty: 3420.277100
	Iteration 21Q: 3 clusters Score -4939854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4939848.500000 Penalty: 3420.277100
	Iteration 22Q: 3 clusters Score -4939848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -4939851.000000 Penalty: 3420.277100
	Iteration 23Q: 3 clusters Score -4939851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4939848.500000 Penalty: 3420.277100
	Iteration 24Q: 3 clusters Score -4939848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4939853.500000 Penalty: 3420.277100
	Iteration 25Q: 3 clusters Score -4939854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4939857.500000 Penalty: 3420.277100
	Iteration 26Q: 3 clusters Score -4939858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4939871.500000 Penalty: 3420.277100
	Iteration 27Q: 3 clusters Score -4939872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4939872.000000 Penalty: 3420.277100
	Iteration 28Q: 3 clusters Score -4939872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -4939880.500000 Penalty: 3420.277100
	Iteration 29Q: 3 clusters Score -4939880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4939871.000000 Penalty: 3420.277100
	Iteration 30Q: 3 clusters Score -4939871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4939865.500000 Penalty: 3420.277100
	Iteration 31Q: 3 clusters Score -4939866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4939868.500000 Penalty: 3420.277100
	Iteration 32Q: 3 clusters Score -4939868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4939874.500000 Penalty: 3420.277100
	Iteration 33Q: 3 clusters Score -4939874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4939879.000000 Penalty: 3420.277100
	Iteration 34Q: 3 clusters Score -4939879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4939888.500000 Penalty: 3420.277100
	Iteration 35Q: 3 clusters Score -4939888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4939885.500000 Penalty: 3420.277100
	Iteration 36Q: 3 clusters Score -4939886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4939885.500000 Penalty: 3420.277100
	Iteration 37Q: 3 clusters Score -4939886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -4939900.000000 Penalty: 3420.277100
	Iteration 38Q: 3 clusters Score -4939900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4939898.000000 Penalty: 3420.277100
	Iteration 39Q: 3 clusters Score -4939898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4939902.500000 Penalty: 3420.277100
	Iteration 40F: 3 clusters Score -4939902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4939905.500000 Penalty: 3420.277100
	Iteration 41Q: 3 clusters Score -4939906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4939910.000000 Penalty: 3420.277100
	Iteration 42Q: 3 clusters Score -4939910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4939913.000000 Penalty: 3420.277100
	Iteration 43Q: 3 clusters Score -4939913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4939913.000000 Penalty: 3420.277100
	Iteration 44Q: 3 clusters Score -4939913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4939912.000000 Penalty: 3420.277100
	Iteration 45Q: 3 clusters Score -4939912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4939911.000000 Penalty: 3420.277100
	Iteration 46Q: 3 clusters Score -4939911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4939911.000000 Penalty: 3420.277100
	Iteration 47Q: 3 clusters Score -4939911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4939922.000000 Penalty: 3420.277100
	Iteration 48Q: 3 clusters Score -4939922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4939924.000000 Penalty: 3420.277100
	Iteration 49Q: 3 clusters Score -4939924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -4939931.000000 Penalty: 3420.277100
	Iteration 50Q: 3 clusters Score -4939931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4939923.500000 Penalty: 3420.277100
	Iteration 51Q: 3 clusters Score -4939924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4939948.000000 Penalty: 3420.277100
	Iteration 52Q: 3 clusters Score -4939948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4939938.500000 Penalty: 3420.277100
	Iteration 53Q: 3 clusters Score -4939938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4939953.500000 Penalty: 3420.277100
	Iteration 54Q: 3 clusters Score -4939954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4939956.000000 Penalty: 3420.277100
	Iteration 55Q: 3 clusters Score -4939956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4939968.500000 Penalty: 3420.277100
	Iteration 56Q: 3 clusters Score -4939968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4939961.500000 Penalty: 3420.277100
	Iteration 57Q: 3 clusters Score -4939962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -4939960.500000 Penalty: 3420.277100
	Iteration 58Q: 3 clusters Score -4939960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4939947.000000 Penalty: 3420.277100
	Iteration 59Q: 3 clusters Score -4939947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4939954.000000 Penalty: 3420.277100
	Iteration 60F: 3 clusters Score -4939954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4939967.000000 Penalty: 3420.277100
	Iteration 61Q: 3 clusters Score -4939967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4939971.500000 Penalty: 3420.277100
	Iteration 62Q: 3 clusters Score -4939972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4939988.500000 Penalty: 3420.277100
	Iteration 63Q: 3 clusters Score -4939988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4939985.500000 Penalty: 3420.277100
	Iteration 64Q: 3 clusters Score -4939986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4939991.000000 Penalty: 3420.277100
	Iteration 65Q: 3 clusters Score -4939991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4940000.000000 Penalty: 3420.277100
	Iteration 66Q: 3 clusters Score -4940000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4940006.500000 Penalty: 3420.277100
	Iteration 67Q: 3 clusters Score -4940006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4940007.000000 Penalty: 3420.277100
	Iteration 68Q: 3 clusters Score -4940007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4940003.500000 Penalty: 3420.277100
	Iteration 69Q: 3 clusters Score -4940004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -4940008.000000 Penalty: 3420.277100
	Iteration 70Q: 3 clusters Score -4940008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4940014.500000 Penalty: 3420.277100
	Iteration 71Q: 3 clusters Score -4940014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4940014.000000 Penalty: 3420.277100
	Iteration 72Q: 3 clusters Score -4940014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4940014.000000 Penalty: 3420.277100
	Iteration 73Q: 3 clusters Score -4940014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4940018.500000 Penalty: 3420.277100
	Iteration 74Q: 3 clusters Score -4940018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4940018.000000 Penalty: 3420.277100
	Iteration 75Q: 3 clusters Score -4940018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4940029.500000 Penalty: 3420.277100
	Iteration 76Q: 3 clusters Score -4940030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4940039.000000 Penalty: 3420.277100
	Iteration 77Q: 3 clusters Score -4940039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4940037.000000 Penalty: 3420.277100
	Iteration 78Q: 3 clusters Score -4940037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4940021.000000 Penalty: 3420.277100
	Iteration 79Q: 3 clusters Score -4940021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4940028.500000 Penalty: 3420.277100
	Iteration 80F: 3 clusters Score -4940028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4940030.500000 Penalty: 3420.277100
	Iteration 81Q: 3 clusters Score -4940030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4940035.500000 Penalty: 3420.277100
	Iteration 82Q: 3 clusters Score -4940036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4940034.500000 Penalty: 3420.277100
	Iteration 83Q: 3 clusters Score -4940034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4940033.000000 Penalty: 3420.277100
	Iteration 84Q: 3 clusters Score -4940033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4940037.500000 Penalty: 3420.277100
	Iteration 85Q: 3 clusters Score -4940038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4940046.500000 Penalty: 3420.277100
	Iteration 86Q: 3 clusters Score -4940046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4940044.500000 Penalty: 3420.277100
	Iteration 87Q: 3 clusters Score -4940044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4940047.000000 Penalty: 3420.277100
	Iteration 88Q: 3 clusters Score -4940047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4940042.000000 Penalty: 3420.277100
	Iteration 89Q: 3 clusters Score -4940042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4940043.000000 Penalty: 3420.277100
	Iteration 90Q: 3 clusters Score -4940043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -4940048.500000 Penalty: 3420.277100
	Iteration 91Q: 3 clusters Score -4940048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4940048.000000 Penalty: 3420.277100
	Iteration 92Q: 3 clusters Score -4940048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4940051.500000 Penalty: 3420.277100
	Iteration 93Q: 3 clusters Score -4940052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4940061.000000 Penalty: 3420.277100
	Iteration 94Q: 3 clusters Score -4940061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4940065.500000 Penalty: 3420.277100
	Iteration 95Q: 3 clusters Score -4940066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4940070.000000 Penalty: 3420.277100
	Iteration 96Q: 3 clusters Score -4940070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4940080.000000 Penalty: 3420.277100
	Iteration 97Q: 3 clusters Score -4940080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4940076.500000 Penalty: 3420.277100
	Iteration 98Q: 3 clusters Score -4940076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4940096.000000 Penalty: 3420.277100
	Iteration 99Q: 3 clusters Score -4940096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4940091.000000 Penalty: 3420.277100
	Iteration 100F: 3 clusters Score -4940091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4940087.000000 Penalty: 3420.277100
	Iteration 101Q: 3 clusters Score -4940087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4940098.000000 Penalty: 3420.277100
	Iteration 102Q: 3 clusters Score -4940098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4940103.000000 Penalty: 3420.277100
	Iteration 103Q: 3 clusters Score -4940103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4940111.000000 Penalty: 3420.277100
	Iteration 104Q: 3 clusters Score -4940111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4940108.000000 Penalty: 3420.277100
	Iteration 105Q: 3 clusters Score -4940108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4940115.000000 Penalty: 3420.277100
	Iteration 106Q: 3 clusters Score -4940115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4940124.500000 Penalty: 3420.277100
	Iteration 107Q: 3 clusters Score -4940124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4940135.500000 Penalty: 3420.277100
	Iteration 108Q: 3 clusters Score -4940136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4940123.500000 Penalty: 3420.277100
	Iteration 109Q: 3 clusters Score -4940124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4940124.500000 Penalty: 3420.277100
	Iteration 110Q: 3 clusters Score -4940124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4940127.000000 Penalty: 3420.277100
	Iteration 111Q: 3 clusters Score -4940127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4940138.000000 Penalty: 3420.277100
	Iteration 112Q: 3 clusters Score -4940138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4940146.000000 Penalty: 3420.277100
	Iteration 113Q: 3 clusters Score -4940146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4940151.000000 Penalty: 3420.277100
	Iteration 114Q: 3 clusters Score -4940151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4940153.000000 Penalty: 3420.277100
	Iteration 115Q: 3 clusters Score -4940153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4940155.500000 Penalty: 3420.277100
	Iteration 116Q: 3 clusters Score -4940156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4940166.500000 Penalty: 3420.277100
	Iteration 117Q: 3 clusters Score -4940166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4940175.500000 Penalty: 3420.277100
	Iteration 118Q: 3 clusters Score -4940176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4940172.000000 Penalty: 3420.277100
	Iteration 119Q: 3 clusters Score -4940172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4940175.500000 Penalty: 3420.277100
	Iteration 120F: 3 clusters Score -4940176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4940168.000000 Penalty: 3420.277100
	Iteration 121Q: 3 clusters Score -4940168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4940173.500000 Penalty: 3420.277100
	Iteration 122Q: 3 clusters Score -4940174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4940179.500000 Penalty: 3420.277100
	Iteration 123Q: 3 clusters Score -4940180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4940168.000000 Penalty: 3420.277100
	Iteration 124Q: 3 clusters Score -4940168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4940182.500000 Penalty: 3420.277100
	Iteration 125Q: 3 clusters Score -4940182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4940176.000000 Penalty: 3420.277100
	Iteration 126Q: 3 clusters Score -4940176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4940184.000000 Penalty: 3420.277100
	Iteration 127Q: 3 clusters Score -4940184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4940188.000000 Penalty: 3420.277100
	Iteration 128Q: 3 clusters Score -4940188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4940192.000000 Penalty: 3420.277100
	Iteration 129Q: 3 clusters Score -4940192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4940197.500000 Penalty: 3420.277100
	Iteration 130Q: 3 clusters Score -4940198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4940199.000000 Penalty: 3420.277100
	Iteration 131Q: 3 clusters Score -4940199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4940205.000000 Penalty: 3420.277100
	Iteration 132Q: 3 clusters Score -4940205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4940208.500000 Penalty: 3420.277100
	Iteration 133Q: 3 clusters Score -4940208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4940209.000000 Penalty: 3420.277100
	Iteration 134Q: 3 clusters Score -4940209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4940211.000000 Penalty: 3420.277100
	Iteration 135Q: 3 clusters Score -4940211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4940209.500000 Penalty: 3420.277100
	Iteration 136Q: 3 clusters Score -4940210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4940205.000000 Penalty: 3420.277100
	Iteration 137Q: 3 clusters Score -4940205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4940215.000000 Penalty: 3420.277100
	Iteration 138Q: 3 clusters Score -4940215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4940213.500000 Penalty: 3420.277100
	Iteration 139Q: 3 clusters Score -4940214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4940205.000000 Penalty: 3420.277100
	Iteration 140F: 3 clusters Score -4940205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -4940215.500000 Penalty: 3420.277100
	Iteration 141Q: 3 clusters Score -4940216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4940212.500000 Penalty: 3420.277100
	Iteration 142Q: 3 clusters Score -4940212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4940220.500000 Penalty: 3420.277100
	Iteration 143Q: 3 clusters Score -4940220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4940216.500000 Penalty: 3420.277100
	Iteration 144Q: 3 clusters Score -4940216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4940214.000000 Penalty: 3420.277100
	Iteration 145Q: 3 clusters Score -4940214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4940226.500000 Penalty: 3420.277100
	Iteration 146Q: 3 clusters Score -4940226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4940228.500000 Penalty: 3420.277100
	Iteration 147Q: 3 clusters Score -4940228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4940229.000000 Penalty: 3420.277100
	Iteration 148Q: 3 clusters Score -4940229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4940227.500000 Penalty: 3420.277100
	Iteration 149Q: 3 clusters Score -4940228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4940223.000000 Penalty: 3420.277100
	Iteration 150Q: 3 clusters Score -4940223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4940232.000000 Penalty: 3420.277100
	Iteration 151Q: 3 clusters Score -4940232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4940224.000000 Penalty: 3420.277100
	Iteration 152Q: 3 clusters Score -4940224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4940225.500000 Penalty: 3420.277100
	Iteration 153Q: 3 clusters Score -4940226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4940220.500000 Penalty: 3420.277100
	Iteration 154Q: 3 clusters Score -4940220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4940223.000000 Penalty: 3420.277100
	Iteration 155Q: 3 clusters Score -4940223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4940220.500000 Penalty: 3420.277100
	Iteration 156Q: 3 clusters Score -4940220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4940221.000000 Penalty: 3420.277100
	Iteration 157Q: 3 clusters Score -4940221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4940227.000000 Penalty: 3420.277100
	Iteration 158Q: 3 clusters Score -4940227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4940224.000000 Penalty: 3420.277100
	Iteration 159Q: 3 clusters Score -4940224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4940222.500000 Penalty: 3420.277100
	Iteration 160F: 3 clusters Score -4940222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4940230.000000 Penalty: 3420.277100
	Iteration 161Q: 3 clusters Score -4940230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4940219.500000 Penalty: 3420.277100
	Iteration 162Q: 3 clusters Score -4940220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4940229.500000 Penalty: 3420.277100
	Iteration 163Q: 3 clusters Score -4940230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4940237.000000 Penalty: 3420.277100
	Iteration 164Q: 3 clusters Score -4940237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4940241.000000 Penalty: 3420.277100
	Iteration 165Q: 3 clusters Score -4940241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4940244.000000 Penalty: 3420.277100
	Iteration 166Q: 3 clusters Score -4940244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4940245.000000 Penalty: 3420.277100
	Iteration 167Q: 3 clusters Score -4940245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4940247.000000 Penalty: 3420.277100
	Iteration 168Q: 3 clusters Score -4940247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4940243.000000 Penalty: 3420.277100
	Iteration 169Q: 3 clusters Score -4940243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4940242.000000 Penalty: 3420.277100
	Iteration 170Q: 3 clusters Score -4940242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4940242.000000 Penalty: 3420.277100
	Iteration 171F: 3 clusters Score -4940242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -254953.250000 Penalty: 1228.851196
	Iteration 0F: 2 clusters Score -254953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252894.921875 Penalty: 2457.702393
	Iteration 0F: 3 clusters Score -252894.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253347.921875 Penalty: 2457.702393
	Iteration 1F: 3 clusters Score -253347.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -253518.562500 Penalty: 2457.702393
	Iteration 2F: 3 clusters Score -253518.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253608.843750 Penalty: 2457.702393
	Iteration 3F: 3 clusters Score -253608.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -253657.343750 Penalty: 2457.702393
	Iteration 4Q: 3 clusters Score -253657.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -253695.406250 Penalty: 2457.702393
	Iteration 5Q: 3 clusters Score -253695.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -253728.312500 Penalty: 2457.702393
	Iteration 6Q: 3 clusters Score -253728.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253754.437500 Penalty: 2457.702393
	Iteration 7Q: 3 clusters Score -253754.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -253767.171875 Penalty: 2457.702393
	Iteration 8Q: 3 clusters Score -253767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253778.343750 Penalty: 2457.702393
	Iteration 9Q: 3 clusters Score -253778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253789.984375 Penalty: 2457.702393
	Iteration 10Q: 3 clusters Score -253790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -253795.546875 Penalty: 2457.702393
	Iteration 11Q: 3 clusters Score -253795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -253800.718750 Penalty: 2457.702393
	Iteration 12Q: 3 clusters Score -253800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -253806.562500 Penalty: 2457.702393
	Iteration 13Q: 3 clusters Score -253806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -253816.015625 Penalty: 2457.702393
	Iteration 14Q: 3 clusters Score -253816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -253826.734375 Penalty: 2457.702393
	Iteration 15Q: 3 clusters Score -253826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -253836.640625 Penalty: 2457.702393
	Iteration 16Q: 3 clusters Score -253836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -253846.984375 Penalty: 2457.702393
	Iteration 17Q: 3 clusters Score -253847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253851.515625 Penalty: 2457.702393
	Iteration 18Q: 3 clusters Score -253851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -253855.921875 Penalty: 2457.702393
	Iteration 19Q: 3 clusters Score -253855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -253858.328125 Penalty: 2457.702393
	Iteration 20F: 3 clusters Score -253858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253862.171875 Penalty: 2457.702393
	Iteration 21Q: 3 clusters Score -253862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -253869.109375 Penalty: 2457.702393
	Iteration 22Q: 3 clusters Score -253869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -253876.656250 Penalty: 2457.702393
	Iteration 23Q: 3 clusters Score -253876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253881.203125 Penalty: 2457.702393
	Iteration 24Q: 3 clusters Score -253881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -253885.906250 Penalty: 2457.702393
	Iteration 25Q: 3 clusters Score -253885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -253890.593750 Penalty: 2457.702393
	Iteration 26Q: 3 clusters Score -253890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -253896.015625 Penalty: 2457.702393
	Iteration 27Q: 3 clusters Score -253896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -253903.593750 Penalty: 2457.702393
	Iteration 28Q: 3 clusters Score -253903.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -253911.140625 Penalty: 2457.702393
	Iteration 29Q: 3 clusters Score -253911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253914.640625 Penalty: 2457.702393
	Iteration 30Q: 3 clusters Score -253914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -253914.906250 Penalty: 2457.702393
	Iteration 31Q: 3 clusters Score -253914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -253918.921875 Penalty: 2457.702393
	Iteration 32Q: 3 clusters Score -253918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -253923.734375 Penalty: 2457.702393
	Iteration 33Q: 3 clusters Score -253923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -253926.906250 Penalty: 2457.702393
	Iteration 34Q: 3 clusters Score -253926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -253932.453125 Penalty: 2457.702393
	Iteration 35Q: 3 clusters Score -253932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -253937.750000 Penalty: 2457.702393
	Iteration 36Q: 3 clusters Score -253937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -253944.375000 Penalty: 2457.702393
	Iteration 37Q: 3 clusters Score -253944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253951.281250 Penalty: 2457.702393
	Iteration 38Q: 3 clusters Score -253951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253957.078125 Penalty: 2457.702393
	Iteration 39Q: 3 clusters Score -253957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253960.500000 Penalty: 2457.702393
	Iteration 40F: 3 clusters Score -253960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -253964.203125 Penalty: 2457.702393
	Iteration 41Q: 3 clusters Score -253964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253964.390625 Penalty: 2457.702393
	Iteration 42Q: 3 clusters Score -253964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253964.390625 Penalty: 2457.702393
	Iteration 43F: 3 clusters Score -253964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Entering Unmasked Estep 
Score: -2592446.500000 Penalty: 1614.946167
	Iteration 0F: 2 clusters Score -2592446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2578398.750000 Penalty: 3229.892334
	Iteration 0F: 3 clusters Score -2578399 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2583511.000000 Penalty: 3229.892334
	Iteration 1F: 3 clusters Score -2583511 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2583863.000000 Penalty: 3229.892334
	Iteration 2F: 3 clusters Score -2583863 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2584215.000000 Penalty: 3229.892334
	Iteration 3Q: 3 clusters Score -2584215 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2584614.750000 Penalty: 3229.892334
	Iteration 4Q: 3 clusters Score -2584615 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2585128.500000 Penalty: 3229.892334
	Iteration 5Q: 3 clusters Score -2585128 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2585861.000000 Penalty: 3229.892334
	Iteration 6F: 3 clusters Score -2585861 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2586694.500000 Penalty: 3229.892334
	Iteration 7F: 3 clusters Score -2586694 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2587582.750000 Penalty: 3229.892334
	Iteration 8F: 3 clusters Score -2587583 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2588332.500000 Penalty: 3229.892334
	Iteration 9F: 3 clusters Score -2588332 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2588959.000000 Penalty: 3229.892334
	Iteration 10Q: 3 clusters Score -2588959 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2589405.250000 Penalty: 3229.892334
	Iteration 11Q: 3 clusters Score -2589405 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2589772.000000 Penalty: 3229.892334
	Iteration 12Q: 3 clusters Score -2589772 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2590010.750000 Penalty: 3229.892334
	Iteration 13Q: 3 clusters Score -2590011 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2590218.000000 Penalty: 3229.892334
	Iteration 14Q: 3 clusters Score -2590218 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2590374.500000 Penalty: 3229.892334
	Iteration 15Q: 3 clusters Score -2590374 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2590514.000000 Penalty: 3229.892334
	Iteration 16Q: 3 clusters Score -2590514 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2590671.500000 Penalty: 3229.892334
	Iteration 17Q: 3 clusters Score -2590672 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2590793.500000 Penalty: 3229.892334
	Iteration 18Q: 3 clusters Score -2590794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2590910.250000 Penalty: 3229.892334
	Iteration 19Q: 3 clusters Score -2590910 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2591016.750000 Penalty: 3229.892334
	Iteration 20F: 3 clusters Score -2591017 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2591096.000000 Penalty: 3229.892334
	Iteration 21Q: 3 clusters Score -2591096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2591176.250000 Penalty: 3229.892334
	Iteration 22Q: 3 clusters Score -2591176 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2591247.750000 Penalty: 3229.892334
	Iteration 23Q: 3 clusters Score -2591248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2591307.250000 Penalty: 3229.892334
	Iteration 24Q: 3 clusters Score -2591307 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2591337.750000 Penalty: 3229.892334
	Iteration 25Q: 3 clusters Score -2591338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2591395.000000 Penalty: 3229.892334
	Iteration 26Q: 3 clusters Score -2591395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2591431.500000 Penalty: 3229.892334
	Iteration 27Q: 3 clusters Score -2591432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2591473.750000 Penalty: 3229.892334
	Iteration 28Q: 3 clusters Score -2591474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2591510.000000 Penalty: 3229.892334
	Iteration 29Q: 3 clusters Score -2591510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2591551.500000 Penalty: 3229.892334
	Iteration 30Q: 3 clusters Score -2591552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2591578.500000 Penalty: 3229.892334
	Iteration 31Q: 3 clusters Score -2591578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2591618.250000 Penalty: 3229.892334
	Iteration 32Q: 3 clusters Score -2591618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2591662.000000 Penalty: 3229.892334
	Iteration 33Q: 3 clusters Score -2591662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2591699.500000 Penalty: 3229.892334
	Iteration 34Q: 3 clusters Score -2591700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2591742.500000 Penalty: 3229.892334
	Iteration 35Q: 3 clusters Score -2591742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2591776.250000 Penalty: 3229.892334
	Iteration 36Q: 3 clusters Score -2591776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2591819.750000 Penalty: 3229.892334
	Iteration 37Q: 3 clusters Score -2591820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2591854.000000 Penalty: 3229.892334
	Iteration 38Q: 3 clusters Score -2591854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2591886.750000 Penalty: 3229.892334
	Iteration 39Q: 3 clusters Score -2591887 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2591921.000000 Penalty: 3229.892334
	Iteration 40F: 3 clusters Score -2591921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2591942.000000 Penalty: 3229.892334
	Iteration 41Q: 3 clusters Score -2591942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2591972.000000 Penalty: 3229.892334
	Iteration 42Q: 3 clusters Score -2591972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2591989.000000 Penalty: 3229.892334
	Iteration 43Q: 3 clusters Score -2591989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2592005.000000 Penalty: 3229.892334
	Iteration 44Q: 3 clusters Score -2592005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2592021.250000 Penalty: 3229.892334
	Iteration 45Q: 3 clusters Score -2592021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2592030.000000 Penalty: 3229.892334
	Iteration 46Q: 3 clusters Score -2592030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2592029.000000 Penalty: 3229.892334
	Iteration 47Q: 3 clusters Score -2592029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2592033.750000 Penalty: 3229.892334
	Iteration 48Q: 3 clusters Score -2592034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2592037.250000 Penalty: 3229.892334
	Iteration 49Q: 3 clusters Score -2592037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2592036.000000 Penalty: 3229.892334
	Iteration 50Q: 3 clusters Score -2592036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2592043.500000 Penalty: 3229.892334
	Iteration 51Q: 3 clusters Score -2592044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2592043.500000 Penalty: 3229.892334
	Iteration 52Q: 3 clusters Score -2592044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2592047.500000 Penalty: 3229.892334
	Iteration 53Q: 3 clusters Score -2592048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2592048.750000 Penalty: 3229.892334
	Iteration 54Q: 3 clusters Score -2592049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2592048.000000 Penalty: 3229.892334
	Iteration 55Q: 3 clusters Score -2592048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2592047.500000 Penalty: 3229.892334
	Iteration 56Q: 3 clusters Score -2592048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2592050.250000 Penalty: 3229.892334
	Iteration 57Q: 3 clusters Score -2592050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2592054.750000 Penalty: 3229.892334
	Iteration 58Q: 3 clusters Score -2592055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2592053.250000 Penalty: 3229.892334
	Iteration 59Q: 3 clusters Score -2592053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2592057.500000 Penalty: 3229.892334
	Iteration 60F: 3 clusters Score -2592058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2592060.500000 Penalty: 3229.892334
	Iteration 61Q: 3 clusters Score -2592060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2592060.500000 Penalty: 3229.892334
	Iteration 62F: 3 clusters Score -2592060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13298.005859 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -13298.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12588.619141 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -12588.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12665.625977 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -12665.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12689.681641 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -12689.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12695.653320 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -12695.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12696.671875 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -12696.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12696.671875 Penalty: 1821.885620
	Iteration 5F: 3 clusters Score -12696.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -116610.851562 Penalty: 1119.889160
	Iteration 0F: 2 clusters Score -116610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115219.078125 Penalty: 2239.778320
	Iteration 0F: 3 clusters Score -115219.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115557.234375 Penalty: 2239.778320
	Iteration 1F: 3 clusters Score -115557.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115700.992188 Penalty: 2239.778320
	Iteration 2F: 3 clusters Score -115701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115813.531250 Penalty: 2239.778320
	Iteration 3F: 3 clusters Score -115813.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115878.734375 Penalty: 2239.778320
	Iteration 4F: 3 clusters Score -115878.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115936.734375 Penalty: 2239.778320
	Iteration 5Q: 3 clusters Score -115936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -115985.679688 Penalty: 2239.778320
	Iteration 6Q: 3 clusters Score -115985.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -116035.171875 Penalty: 2239.778320
	Iteration 7Q: 3 clusters Score -116035.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116083.609375 Penalty: 2239.778320
	Iteration 8Q: 3 clusters Score -116083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116100.429688 Penalty: 2239.778320
	Iteration 9Q: 3 clusters Score -116100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -116106.921875 Penalty: 2239.778320
	Iteration 10Q: 3 clusters Score -116106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116111.484375 Penalty: 2239.778320
	Iteration 11Q: 3 clusters Score -116111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116116.265625 Penalty: 2239.778320
	Iteration 12Q: 3 clusters Score -116116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116118.664062 Penalty: 2239.778320
	Iteration 13Q: 3 clusters Score -116118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -116122.359375 Penalty: 2239.778320
	Iteration 14Q: 3 clusters Score -116122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116127.492188 Penalty: 2239.778320
	Iteration 15Q: 3 clusters Score -116127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -116132.125000 Penalty: 2239.778320
	Iteration 16Q: 3 clusters Score -116132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116134.351562 Penalty: 2239.778320
	Iteration 17Q: 3 clusters Score -116134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116135.773438 Penalty: 2239.778320
	Iteration 18Q: 3 clusters Score -116135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116135.773438 Penalty: 2239.778320
	Iteration 19F: 3 clusters Score -116135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Entering Unmasked Estep 
Score: -4256410.000000 Penalty: 1684.151489
	Iteration 0F: 2 clusters Score -4256410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4235197.500000 Penalty: 3368.302979
	Iteration 0F: 3 clusters Score -4235198 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4243124.000000 Penalty: 3368.302979
	Iteration 1F: 3 clusters Score -4243124 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4243483.500000 Penalty: 3368.302979
	Iteration 2Q: 3 clusters Score -4243484 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4243882.500000 Penalty: 3368.302979
	Iteration 3Q: 3 clusters Score -4243882 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4244347.500000 Penalty: 3368.302979
	Iteration 4Q: 3 clusters Score -4244348 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4245043.000000 Penalty: 3368.302979
	Iteration 5Q: 3 clusters Score -4245043 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4246103.000000 Penalty: 3368.302979
	Iteration 6F: 3 clusters Score -4246103 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4247661.000000 Penalty: 3368.302979
	Iteration 7F: 3 clusters Score -4247661 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4249589.500000 Penalty: 3368.302979
	Iteration 8F: 3 clusters Score -4249590 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4251602.000000 Penalty: 3368.302979
	Iteration 9F: 3 clusters Score -4251602 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4253150.000000 Penalty: 3368.302979
	Iteration 10F: 3 clusters Score -4253150 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4254067.500000 Penalty: 3368.302979
	Iteration 11Q: 3 clusters Score -4254068 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4254520.500000 Penalty: 3368.302979
	Iteration 12Q: 3 clusters Score -4254520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4254733.000000 Penalty: 3368.302979
	Iteration 13Q: 3 clusters Score -4254733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4254823.000000 Penalty: 3368.302979
	Iteration 14Q: 3 clusters Score -4254823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4254868.000000 Penalty: 3368.302979
	Iteration 15Q: 3 clusters Score -4254868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4254891.500000 Penalty: 3368.302979
	Iteration 16Q: 3 clusters Score -4254892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4254902.000000 Penalty: 3368.302979
	Iteration 17Q: 3 clusters Score -4254902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4254902.000000 Penalty: 3368.302979
	Iteration 18Q: 3 clusters Score -4254902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4254910.500000 Penalty: 3368.302979
	Iteration 19Q: 3 clusters Score -4254910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4254913.000000 Penalty: 3368.302979
	Iteration 20F: 3 clusters Score -4254913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66123.437500 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66123.44 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66432.617188 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66432.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66594.414062 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66594.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66720.023438 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66720.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66821.718750 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -66821.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66945.484375 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -66945.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67026.820312 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67026.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67062.031250 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67062.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67082.859375 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -67082.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67094.046875 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -67094.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67102.890625 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -67102.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67115.453125 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -67115.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67131.515625 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -67131.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67140.898438 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -67140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67141.492188 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -67141.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67147.906250 Penalty: 2085.437988
	Iteration 15F: 3 clusters Score -67147.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67159.648438 Penalty: 2085.437988
	Iteration 16Q: 3 clusters Score -67159.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67176.859375 Penalty: 2085.437988
	Iteration 17Q: 3 clusters Score -67176.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67183.609375 Penalty: 2085.437988
	Iteration 18Q: 3 clusters Score -67183.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67192.234375 Penalty: 2085.437988
	Iteration 19Q: 3 clusters Score -67192.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67194.312500 Penalty: 2085.437988
	Iteration 20F: 3 clusters Score -67194.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67196.281250 Penalty: 2085.437988
	Iteration 21Q: 3 clusters Score -67196.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67199.304688 Penalty: 2085.437988
	Iteration 22Q: 3 clusters Score -67199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67200.429688 Penalty: 2085.437988
	Iteration 23Q: 3 clusters Score -67200.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67200.429688 Penalty: 2085.437988
	Iteration 24F: 3 clusters Score -67200.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -262802.468750 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -262802.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260625.046875 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -260625 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261167.484375 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -261167.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -261379.359375 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -261379.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261553.546875 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -261553.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -261702.281250 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -261702.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -261849.781250 Penalty: 2485.220215
	Iteration 5F: 3 clusters Score -261849.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -262003.546875 Penalty: 2485.220215
	Iteration 6F: 3 clusters Score -262003.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262145.375000 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -262145.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -262280.000000 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -262280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262357.000000 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -262357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262404.250000 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -262404.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262438.218750 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -262438.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262454.750000 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -262454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262463.843750 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -262463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -262467.218750 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -262467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262467.937500 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -262467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262467.593750 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -262467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262468.562500 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -262468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262468.562500 Penalty: 2485.220215
	Iteration 18F: 3 clusters Score -262468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1522429.125000 Penalty: 1524.427979
	Iteration 0F: 2 clusters Score -1522429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1514037.875000 Penalty: 3048.855957
	Iteration 0F: 3 clusters Score -1514038 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1517024.750000 Penalty: 3048.855957
	Iteration 1F: 3 clusters Score -1517025 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1517570.250000 Penalty: 3048.855957
	Iteration 2F: 3 clusters Score -1517570 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1518215.375000 Penalty: 3048.855957
	Iteration 3F: 3 clusters Score -1518215 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1518900.375000 Penalty: 3048.855957
	Iteration 4F: 3 clusters Score -1518900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1519591.500000 Penalty: 3048.855957
	Iteration 5F: 3 clusters Score -1519592 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1520241.000000 Penalty: 3048.855957
	Iteration 6F: 3 clusters Score -1520241 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1520804.875000 Penalty: 3048.855957
	Iteration 7F: 3 clusters Score -1520805 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1521264.500000 Penalty: 3048.855957
	Iteration 8Q: 3 clusters Score -1521264 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1521597.750000 Penalty: 3048.855957
	Iteration 9Q: 3 clusters Score -1521598 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1521771.750000 Penalty: 3048.855957
	Iteration 10Q: 3 clusters Score -1521772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1521861.500000 Penalty: 3048.855957
	Iteration 11Q: 3 clusters Score -1521862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1521912.750000 Penalty: 3048.855957
	Iteration 12Q: 3 clusters Score -1521913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1521952.750000 Penalty: 3048.855957
	Iteration 13Q: 3 clusters Score -1521953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1521971.125000 Penalty: 3048.855957
	Iteration 14Q: 3 clusters Score -1521971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1521991.625000 Penalty: 3048.855957
	Iteration 15Q: 3 clusters Score -1521992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1522006.625000 Penalty: 3048.855957
	Iteration 16Q: 3 clusters Score -1522007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1522016.125000 Penalty: 3048.855957
	Iteration 17Q: 3 clusters Score -1522016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1522025.125000 Penalty: 3048.855957
	Iteration 18Q: 3 clusters Score -1522025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1522032.750000 Penalty: 3048.855957
	Iteration 19Q: 3 clusters Score -1522033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1522035.500000 Penalty: 3048.855957
	Iteration 20F: 3 clusters Score -1522036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1522042.750000 Penalty: 3048.855957
	Iteration 21Q: 3 clusters Score -1522043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1522047.000000 Penalty: 3048.855957
	Iteration 22Q: 3 clusters Score -1522047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1522048.125000 Penalty: 3048.855957
	Iteration 23Q: 3 clusters Score -1522048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1522050.875000 Penalty: 3048.855957
	Iteration 24Q: 3 clusters Score -1522051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1522056.500000 Penalty: 3048.855957
	Iteration 25Q: 3 clusters Score -1522056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1522063.000000 Penalty: 3048.855957
	Iteration 26Q: 3 clusters Score -1522063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1522065.000000 Penalty: 3048.855957
	Iteration 27Q: 3 clusters Score -1522065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1522066.750000 Penalty: 3048.855957
	Iteration 28Q: 3 clusters Score -1522067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1522069.250000 Penalty: 3048.855957
	Iteration 29Q: 3 clusters Score -1522069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1522072.625000 Penalty: 3048.855957
	Iteration 30Q: 3 clusters Score -1522073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1522071.125000 Penalty: 3048.855957
	Iteration 31Q: 3 clusters Score -1522071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1522073.250000 Penalty: 3048.855957
	Iteration 32Q: 3 clusters Score -1522073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1522077.500000 Penalty: 3048.855957
	Iteration 33Q: 3 clusters Score -1522078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1522079.875000 Penalty: 3048.855957
	Iteration 34Q: 3 clusters Score -1522080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1522083.375000 Penalty: 3048.855957
	Iteration 35Q: 3 clusters Score -1522083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1522084.250000 Penalty: 3048.855957
	Iteration 36Q: 3 clusters Score -1522084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1522083.750000 Penalty: 3048.855957
	Iteration 37Q: 3 clusters Score -1522084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1522082.250000 Penalty: 3048.855957
	Iteration 38Q: 3 clusters Score -1522082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1522085.125000 Penalty: 3048.855957
	Iteration 39Q: 3 clusters Score -1522085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1522086.000000 Penalty: 3048.855957
	Iteration 40F: 3 clusters Score -1522086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1522086.625000 Penalty: 3048.855957
	Iteration 41Q: 3 clusters Score -1522087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1522086.625000 Penalty: 3048.855957
	Iteration 42Q: 3 clusters Score -1522087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1522087.375000 Penalty: 3048.855957
	Iteration 43Q: 3 clusters Score -1522087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1522087.250000 Penalty: 3048.855957
	Iteration 44Q: 3 clusters Score -1522087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1522086.250000 Penalty: 3048.855957
	Iteration 45Q: 3 clusters Score -1522086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1522089.375000 Penalty: 3048.855957
	Iteration 46Q: 3 clusters Score -1522089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1522089.500000 Penalty: 3048.855957
	Iteration 47Q: 3 clusters Score -1522090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1522090.500000 Penalty: 3048.855957
	Iteration 48Q: 3 clusters Score -1522090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1522090.375000 Penalty: 3048.855957
	Iteration 49Q: 3 clusters Score -1522090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1522090.875000 Penalty: 3048.855957
	Iteration 50Q: 3 clusters Score -1522091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1522091.375000 Penalty: 3048.855957
	Iteration 51Q: 3 clusters Score -1522091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1522091.375000 Penalty: 3048.855957
	Iteration 52F: 3 clusters Score -1522091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12772.612305 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12772.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13168.467773 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13168.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13372.643555 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13372.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13450.393555 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13450.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13474.108398 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13474.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13495.896484 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13518.408203 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13518.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13527.587891 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13527.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13537.548828 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13537.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13538.633789 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -13538.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13538.633789 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -13538.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85993784.000000 Penalty: 106718.789062
Splitting cluster 19 changes total score from -85995400.000000 to -85993784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25036.892578 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25036.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25154.789062 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25154.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25200.349609 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -25200.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25244.308594 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -25244.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25252.869141 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25252.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25255.244141 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25255.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25260.091797 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25260.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25262.226562 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -25262.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25263.509766 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -25263.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25263.509766 Penalty: 1770.189575
	Iteration 9F: 3 clusters Score -25263.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -648433.125000 Penalty: 1383.523071
	Iteration 0F: 2 clusters Score -648433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -644458.500000 Penalty: 2767.046143
	Iteration 0F: 3 clusters Score -644458.5 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -645614.937500 Penalty: 2767.046143
	Iteration 1F: 3 clusters Score -645614.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -645812.062500 Penalty: 2767.046143
	Iteration 2F: 3 clusters Score -645812.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -645939.750000 Penalty: 2767.046143
	Iteration 3F: 3 clusters Score -645939.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -646024.750000 Penalty: 2767.046143
	Iteration 4Q: 3 clusters Score -646024.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -646089.250000 Penalty: 2767.046143
	Iteration 5Q: 3 clusters Score -646089.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -646156.125000 Penalty: 2767.046143
	Iteration 6Q: 3 clusters Score -646156.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -646215.500000 Penalty: 2767.046143
	Iteration 7Q: 3 clusters Score -646215.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -646277.687500 Penalty: 2767.046143
	Iteration 8Q: 3 clusters Score -646277.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -646340.500000 Penalty: 2767.046143
	Iteration 9Q: 3 clusters Score -646340.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -646412.687500 Penalty: 2767.046143
	Iteration 10Q: 3 clusters Score -646412.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -646496.500000 Penalty: 2767.046143
	Iteration 11Q: 3 clusters Score -646496.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -646585.250000 Penalty: 2767.046143
	Iteration 12Q: 3 clusters Score -646585.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -646698.125000 Penalty: 2767.046143
	Iteration 13Q: 3 clusters Score -646698.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -646803.062500 Penalty: 2767.046143
	Iteration 14Q: 3 clusters Score -646803.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -646910.687500 Penalty: 2767.046143
	Iteration 15Q: 3 clusters Score -646910.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -647009.312500 Penalty: 2767.046143
	Iteration 16Q: 3 clusters Score -647009.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -647095.375000 Penalty: 2767.046143
	Iteration 17Q: 3 clusters Score -647095.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -647167.500000 Penalty: 2767.046143
	Iteration 18Q: 3 clusters Score -647167.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -647232.500000 Penalty: 2767.046143
	Iteration 19Q: 3 clusters Score -647232.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -647290.812500 Penalty: 2767.046143
	Iteration 20F: 3 clusters Score -647290.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -647335.125000 Penalty: 2767.046143
	Iteration 21Q: 3 clusters Score -647335.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -647362.750000 Penalty: 2767.046143
	Iteration 22Q: 3 clusters Score -647362.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -647382.687500 Penalty: 2767.046143
	Iteration 23Q: 3 clusters Score -647382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -647398.687500 Penalty: 2767.046143
	Iteration 24Q: 3 clusters Score -647398.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -647413.687500 Penalty: 2767.046143
	Iteration 25Q: 3 clusters Score -647413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -647422.500000 Penalty: 2767.046143
	Iteration 26Q: 3 clusters Score -647422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -647431.312500 Penalty: 2767.046143
	Iteration 27Q: 3 clusters Score -647431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -647436.875000 Penalty: 2767.046143
	Iteration 28Q: 3 clusters Score -647436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -647438.187500 Penalty: 2767.046143
	Iteration 29Q: 3 clusters Score -647438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -647438.562500 Penalty: 2767.046143
	Iteration 30Q: 3 clusters Score -647438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -647438.562500 Penalty: 2767.046143
	Iteration 31F: 3 clusters Score -647438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Entering Unmasked Estep 
Score: -2357759.500000 Penalty: 1593.284302
	Iteration 0F: 2 clusters Score -2357760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2345297.500000 Penalty: 3186.568604
	Iteration 0F: 3 clusters Score -2345298 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2349791.000000 Penalty: 3186.568604
	Iteration 1F: 3 clusters Score -2349791 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2350147.000000 Penalty: 3186.568604
	Iteration 2F: 3 clusters Score -2350147 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2350452.500000 Penalty: 3186.568604
	Iteration 3Q: 3 clusters Score -2350452 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2350762.750000 Penalty: 3186.568604
	Iteration 4Q: 3 clusters Score -2350763 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2351103.750000 Penalty: 3186.568604
	Iteration 5Q: 3 clusters Score -2351104 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2351462.500000 Penalty: 3186.568604
	Iteration 6Q: 3 clusters Score -2351462 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2351873.000000 Penalty: 3186.568604
	Iteration 7Q: 3 clusters Score -2351873 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2352338.750000 Penalty: 3186.568604
	Iteration 8Q: 3 clusters Score -2352339 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2352801.750000 Penalty: 3186.568604
	Iteration 9Q: 3 clusters Score -2352802 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2353351.500000 Penalty: 3186.568604
	Iteration 10Q: 3 clusters Score -2353352 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2353901.750000 Penalty: 3186.568604
	Iteration 11Q: 3 clusters Score -2353902 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2354488.000000 Penalty: 3186.568604
	Iteration 12Q: 3 clusters Score -2354488 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2355020.000000 Penalty: 3186.568604
	Iteration 13Q: 3 clusters Score -2355020 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2355367.750000 Penalty: 3186.568604
	Iteration 14Q: 3 clusters Score -2355368 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2355642.000000 Penalty: 3186.568604
	Iteration 15Q: 3 clusters Score -2355642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2355838.500000 Penalty: 3186.568604
	Iteration 16Q: 3 clusters Score -2355838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2355980.750000 Penalty: 3186.568604
	Iteration 17Q: 3 clusters Score -2355981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2356086.250000 Penalty: 3186.568604
	Iteration 18Q: 3 clusters Score -2356086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2356169.000000 Penalty: 3186.568604
	Iteration 19Q: 3 clusters Score -2356169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2356245.000000 Penalty: 3186.568604
	Iteration 20F: 3 clusters Score -2356245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2356286.000000 Penalty: 3186.568604
	Iteration 21Q: 3 clusters Score -2356286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2356308.000000 Penalty: 3186.568604
	Iteration 22Q: 3 clusters Score -2356308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2356335.500000 Penalty: 3186.568604
	Iteration 23Q: 3 clusters Score -2356336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2356347.000000 Penalty: 3186.568604
	Iteration 24Q: 3 clusters Score -2356347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2356355.500000 Penalty: 3186.568604
	Iteration 25Q: 3 clusters Score -2356356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2356363.250000 Penalty: 3186.568604
	Iteration 26Q: 3 clusters Score -2356363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2356374.500000 Penalty: 3186.568604
	Iteration 27Q: 3 clusters Score -2356374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2356381.500000 Penalty: 3186.568604
	Iteration 28Q: 3 clusters Score -2356382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2356382.750000 Penalty: 3186.568604
	Iteration 29Q: 3 clusters Score -2356383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2356391.500000 Penalty: 3186.568604
	Iteration 30Q: 3 clusters Score -2356392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2356402.000000 Penalty: 3186.568604
	Iteration 31Q: 3 clusters Score -2356402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2356409.500000 Penalty: 3186.568604
	Iteration 32Q: 3 clusters Score -2356410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2356415.000000 Penalty: 3186.568604
	Iteration 33Q: 3 clusters Score -2356415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2356421.500000 Penalty: 3186.568604
	Iteration 34Q: 3 clusters Score -2356422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2356421.250000 Penalty: 3186.568604
	Iteration 35Q: 3 clusters Score -2356421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2356423.000000 Penalty: 3186.568604
	Iteration 36Q: 3 clusters Score -2356423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2356424.750000 Penalty: 3186.568604
	Iteration 37Q: 3 clusters Score -2356425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2356424.750000 Penalty: 3186.568604
	Iteration 38Q: 3 clusters Score -2356425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2356424.000000 Penalty: 3186.568604
	Iteration 39Q: 3 clusters Score -2356424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2356422.500000 Penalty: 3186.568604
	Iteration 40F: 3 clusters Score -2356422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2356423.250000 Penalty: 3186.568604
	Iteration 41Q: 3 clusters Score -2356423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2356426.000000 Penalty: 3186.568604
	Iteration 42Q: 3 clusters Score -2356426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2356427.500000 Penalty: 3186.568604
	Iteration 43Q: 3 clusters Score -2356428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2356428.750000 Penalty: 3186.568604
	Iteration 44Q: 3 clusters Score -2356429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2356428.750000 Penalty: 3186.568604
	Iteration 45F: 3 clusters Score -2356429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Entering Unmasked Estep 
Score: -2587379.500000 Penalty: 1572.108643
	Iteration 0F: 2 clusters Score -2587380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2576520.750000 Penalty: 3144.217285
	Iteration 0F: 3 clusters Score -2576521 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2580666.250000 Penalty: 3144.217285
	Iteration 1F: 3 clusters Score -2580666 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2581279.250000 Penalty: 3144.217285
	Iteration 2F: 3 clusters Score -2581279 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2582021.250000 Penalty: 3144.217285
	Iteration 3F: 3 clusters Score -2582021 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2582911.000000 Penalty: 3144.217285
	Iteration 4F: 3 clusters Score -2582911 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2583875.500000 Penalty: 3144.217285
	Iteration 5F: 3 clusters Score -2583876 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2584665.750000 Penalty: 3144.217285
	Iteration 6F: 3 clusters Score -2584666 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2585264.500000 Penalty: 3144.217285
	Iteration 7Q: 3 clusters Score -2585264 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2585634.250000 Penalty: 3144.217285
	Iteration 8Q: 3 clusters Score -2585634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2585857.500000 Penalty: 3144.217285
	Iteration 9Q: 3 clusters Score -2585858 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2585992.500000 Penalty: 3144.217285
	Iteration 10Q: 3 clusters Score -2585992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2586069.750000 Penalty: 3144.217285
	Iteration 11Q: 3 clusters Score -2586070 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2586162.250000 Penalty: 3144.217285
	Iteration 12Q: 3 clusters Score -2586162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2586218.250000 Penalty: 3144.217285
	Iteration 13Q: 3 clusters Score -2586218 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2586290.250000 Penalty: 3144.217285
	Iteration 14Q: 3 clusters Score -2586290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2586330.250000 Penalty: 3144.217285
	Iteration 15Q: 3 clusters Score -2586330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2586382.000000 Penalty: 3144.217285
	Iteration 16Q: 3 clusters Score -2586382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2586427.250000 Penalty: 3144.217285
	Iteration 17Q: 3 clusters Score -2586427 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2586481.000000 Penalty: 3144.217285
	Iteration 18Q: 3 clusters Score -2586481 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2586524.250000 Penalty: 3144.217285
	Iteration 19Q: 3 clusters Score -2586524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2586570.750000 Penalty: 3144.217285
	Iteration 20F: 3 clusters Score -2586571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2586604.500000 Penalty: 3144.217285
	Iteration 21Q: 3 clusters Score -2586604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2586667.500000 Penalty: 3144.217285
	Iteration 22Q: 3 clusters Score -2586668 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2586730.500000 Penalty: 3144.217285
	Iteration 23Q: 3 clusters Score -2586730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2586781.250000 Penalty: 3144.217285
	Iteration 24Q: 3 clusters Score -2586781 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2586879.250000 Penalty: 3144.217285
	Iteration 25Q: 3 clusters Score -2586879 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2586982.750000 Penalty: 3144.217285
	Iteration 26Q: 3 clusters Score -2586983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2587102.500000 Penalty: 3144.217285
	Iteration 27Q: 3 clusters Score -2587102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2587205.750000 Penalty: 3144.217285
	Iteration 28Q: 3 clusters Score -2587206 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2587290.250000 Penalty: 3144.217285
	Iteration 29Q: 3 clusters Score -2587290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2587366.000000 Penalty: 3144.217285
	Iteration 30Q: 3 clusters Score -2587366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2587419.500000 Penalty: 3144.217285
	Iteration 31Q: 3 clusters Score -2587420 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2587446.000000 Penalty: 3144.217285
	Iteration 32Q: 3 clusters Score -2587446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2587468.500000 Penalty: 3144.217285
	Iteration 33Q: 3 clusters Score -2587468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2587498.750000 Penalty: 3144.217285
	Iteration 34Q: 3 clusters Score -2587499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2587518.250000 Penalty: 3144.217285
	Iteration 35Q: 3 clusters Score -2587518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2587531.000000 Penalty: 3144.217285
	Iteration 36Q: 3 clusters Score -2587531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2587543.750000 Penalty: 3144.217285
	Iteration 37Q: 3 clusters Score -2587544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2587544.000000 Penalty: 3144.217285
	Iteration 38Q: 3 clusters Score -2587544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2587545.500000 Penalty: 3144.217285
	Iteration 39Q: 3 clusters Score -2587546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2587551.250000 Penalty: 3144.217285
	Iteration 40F: 3 clusters Score -2587551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2587555.000000 Penalty: 3144.217285
	Iteration 41Q: 3 clusters Score -2587555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2587552.500000 Penalty: 3144.217285
	Iteration 42Q: 3 clusters Score -2587552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2587554.500000 Penalty: 3144.217285
	Iteration 43Q: 3 clusters Score -2587554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2587557.250000 Penalty: 3144.217285
	Iteration 44Q: 3 clusters Score -2587557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2587557.000000 Penalty: 3144.217285
	Iteration 45Q: 3 clusters Score -2587557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2587559.750000 Penalty: 3144.217285
	Iteration 46Q: 3 clusters Score -2587560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2587558.750000 Penalty: 3144.217285
	Iteration 47Q: 3 clusters Score -2587559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2587557.000000 Penalty: 3144.217285
	Iteration 48Q: 3 clusters Score -2587557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2587562.000000 Penalty: 3144.217285
	Iteration 49Q: 3 clusters Score -2587562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2587559.750000 Penalty: 3144.217285
	Iteration 50Q: 3 clusters Score -2587560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2587559.500000 Penalty: 3144.217285
	Iteration 51Q: 3 clusters Score -2587560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2587557.000000 Penalty: 3144.217285
	Iteration 52Q: 3 clusters Score -2587557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2587563.000000 Penalty: 3144.217285
	Iteration 53Q: 3 clusters Score -2587563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2587556.250000 Penalty: 3144.217285
	Iteration 54Q: 3 clusters Score -2587556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2587558.000000 Penalty: 3144.217285
	Iteration 55Q: 3 clusters Score -2587558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2587558.000000 Penalty: 3144.217285
	Iteration 56F: 3 clusters Score -2587558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 30 contains 10519 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994672.000000 Penalty: 106718.789062
Splitting cluster 23 changes total score from -85995400.000000 to -85994672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -38811.964844 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -38811.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37919.492188 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -37919.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38114.781250 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -38114.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38183.359375 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -38183.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38249.222656 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -38249.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38288.656250 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -38288.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38334.496094 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -38334.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38362.843750 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -38362.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38390.207031 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -38390.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38393.414062 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -38393.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38397.296875 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -38397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38401.773438 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -38401.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38401.773438 Penalty: 1900.092651
	Iteration 11F: 3 clusters Score -38401.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33636.125000 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33636.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34114.277344 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -34114.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34355.417969 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34355.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34564.605469 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34564.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34638.671875 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34638.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34682.375000 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34682.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34703.621094 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34703.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34706.894531 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34706.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34708.195312 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34709.128906 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34709.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34710.246094 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34710.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34710.246094 Penalty: 1973.739502
	Iteration 11F: 3 clusters Score -34710.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 268 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 30 contains 166 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85994024.000000 Penalty: 106718.789062
Splitting cluster 25 changes total score from -85995400.000000 to -85994024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -69740.265625 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -69740.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68628.742188 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -68628.74 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68895.343750 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -68895.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69029.132812 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -69029.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69109.617188 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -69109.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69138.625000 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -69138.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69146.515625 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -69146.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69150.445312 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -69150.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69154.265625 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -69154.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69154.265625 Penalty: 2085.437988
	Iteration 8F: 3 clusters Score -69154.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Entering Unmasked Estep 
Score: -5219084.500000 Penalty: 1719.286743
	Iteration 0F: 2 clusters Score -5219084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5192567.000000 Penalty: 3438.573486
	Iteration 0F: 3 clusters Score -5192567 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -5203395.000000 Penalty: 3438.573486
	Iteration 1F: 3 clusters Score -5203395 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5204266.000000 Penalty: 3438.573486
	Iteration 2F: 3 clusters Score -5204266 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5205290.000000 Penalty: 3438.573486
	Iteration 3F: 3 clusters Score -5205290 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5206854.500000 Penalty: 3438.573486
	Iteration 4F: 3 clusters Score -5206854 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -5209060.000000 Penalty: 3438.573486
	Iteration 5F: 3 clusters Score -5209060 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5211796.500000 Penalty: 3438.573486
	Iteration 6F: 3 clusters Score -5211796 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5214235.000000 Penalty: 3438.573486
	Iteration 7F: 3 clusters Score -5214235 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -5215664.000000 Penalty: 3438.573486
	Iteration 8Q: 3 clusters Score -5215664 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5216397.000000 Penalty: 3438.573486
	Iteration 9Q: 3 clusters Score -5216397 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5216827.000000 Penalty: 3438.573486
	Iteration 10Q: 3 clusters Score -5216827 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -5217049.000000 Penalty: 3438.573486
	Iteration 11Q: 3 clusters Score -5217049 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -5217251.500000 Penalty: 3438.573486
	Iteration 12Q: 3 clusters Score -5217252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -5217379.500000 Penalty: 3438.573486
	Iteration 13Q: 3 clusters Score -5217380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5217476.000000 Penalty: 3438.573486
	Iteration 14Q: 3 clusters Score -5217476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5217547.500000 Penalty: 3438.573486
	Iteration 15Q: 3 clusters Score -5217548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -5217607.500000 Penalty: 3438.573486
	Iteration 16Q: 3 clusters Score -5217608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5217636.500000 Penalty: 3438.573486
	Iteration 17Q: 3 clusters Score -5217636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5217668.000000 Penalty: 3438.573486
	Iteration 18Q: 3 clusters Score -5217668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5217690.000000 Penalty: 3438.573486
	Iteration 19Q: 3 clusters Score -5217690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5217714.000000 Penalty: 3438.573486
	Iteration 20F: 3 clusters Score -5217714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5217715.500000 Penalty: 3438.573486
	Iteration 21Q: 3 clusters Score -5217716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5217737.500000 Penalty: 3438.573486
	Iteration 22Q: 3 clusters Score -5217738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5217735.500000 Penalty: 3438.573486
	Iteration 23Q: 3 clusters Score -5217736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5217745.000000 Penalty: 3438.573486
	Iteration 24Q: 3 clusters Score -5217745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5217745.500000 Penalty: 3438.573486
	Iteration 25Q: 3 clusters Score -5217746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -5217752.000000 Penalty: 3438.573486
	Iteration 26Q: 3 clusters Score -5217752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5217753.500000 Penalty: 3438.573486
	Iteration 27Q: 3 clusters Score -5217754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5217755.000000 Penalty: 3438.573486
	Iteration 28Q: 3 clusters Score -5217755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5217753.000000 Penalty: 3438.573486
	Iteration 29Q: 3 clusters Score -5217753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5217753.000000 Penalty: 3438.573486
	Iteration 30F: 3 clusters Score -5217753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Entering Unmasked Estep 
Score: -10119187.000000 Penalty: 1825.686768
	Iteration 0F: 2 clusters Score -1.011919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -10070901.000000 Penalty: 3651.373535
	Iteration 0F: 3 clusters Score -1.00709e+07 nChanged 36193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -10091638.000000 Penalty: 3651.373535
	Iteration 1F: 3 clusters Score -1.009164e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -10092169.000000 Penalty: 3651.373535
	Iteration 2Q: 3 clusters Score -1.009217e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -10092810.000000 Penalty: 3651.373535
	Iteration 3Q: 3 clusters Score -1.009281e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -10093471.000000 Penalty: 3651.373535
	Iteration 4Q: 3 clusters Score -1.009347e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -10094288.000000 Penalty: 3651.373535
	Iteration 5Q: 3 clusters Score -1.009429e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -10095382.000000 Penalty: 3651.373535
	Iteration 6Q: 3 clusters Score -1.009538e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -10096891.000000 Penalty: 3651.373535
	Iteration 7Q: 3 clusters Score -1.009689e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -10098821.000000 Penalty: 3651.373535
	Iteration 8F: 3 clusters Score -1.009882e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -10101419.000000 Penalty: 3651.373535
	Iteration 9F: 3 clusters Score -1.010142e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -10105017.000000 Penalty: 3651.373535
	Iteration 10F: 3 clusters Score -1.010502e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -10108915.000000 Penalty: 3651.373535
	Iteration 11F: 3 clusters Score -1.010892e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -10111892.000000 Penalty: 3651.373535
	Iteration 12Q: 3 clusters Score -1.011189e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -10113446.000000 Penalty: 3651.373535
	Iteration 13Q: 3 clusters Score -1.011345e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -10114374.000000 Penalty: 3651.373535
	Iteration 14Q: 3 clusters Score -1.011437e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -10115017.000000 Penalty: 3651.373535
	Iteration 15Q: 3 clusters Score -1.011502e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -10115669.000000 Penalty: 3651.373535
	Iteration 16Q: 3 clusters Score -1.011567e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -10116267.000000 Penalty: 3651.373535
	Iteration 17Q: 3 clusters Score -1.011627e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -10116677.000000 Penalty: 3651.373535
	Iteration 18Q: 3 clusters Score -1.011668e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -10117046.000000 Penalty: 3651.373535
	Iteration 19Q: 3 clusters Score -1.011705e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -10117287.000000 Penalty: 3651.373535
	Iteration 20F: 3 clusters Score -1.011729e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -10117428.000000 Penalty: 3651.373535
	Iteration 21Q: 3 clusters Score -1.011743e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -10117563.000000 Penalty: 3651.373535
	Iteration 22Q: 3 clusters Score -1.011756e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -10117631.000000 Penalty: 3651.373535
	Iteration 23Q: 3 clusters Score -1.011763e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -10117693.000000 Penalty: 3651.373535
	Iteration 24Q: 3 clusters Score -1.011769e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -10117717.000000 Penalty: 3651.373535
	Iteration 25Q: 3 clusters Score -1.011772e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -10117760.000000 Penalty: 3651.373535
	Iteration 26Q: 3 clusters Score -1.011776e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -10117799.000000 Penalty: 3651.373535
	Iteration 27Q: 3 clusters Score -1.01178e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -10117832.000000 Penalty: 3651.373535
	Iteration 28Q: 3 clusters Score -1.011783e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -10117877.000000 Penalty: 3651.373535
	Iteration 29Q: 3 clusters Score -1.011788e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -10117877.000000 Penalty: 3651.373535
	Iteration 30Q: 3 clusters Score -1.011788e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -10117874.000000 Penalty: 3651.373535
	Iteration 31Q: 3 clusters Score -1.011787e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -10117872.000000 Penalty: 3651.373535
	Iteration 32Q: 3 clusters Score -1.011787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10117881.000000 Penalty: 3651.373535
	Iteration 33Q: 3 clusters Score -1.011788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -10117881.000000 Penalty: 3651.373535
	Iteration 34Q: 3 clusters Score -1.011788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -10117887.000000 Penalty: 3651.373535
	Iteration 35Q: 3 clusters Score -1.011789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -10117871.000000 Penalty: 3651.373535
	Iteration 36Q: 3 clusters Score -1.011787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -10117881.000000 Penalty: 3651.373535
	Iteration 37Q: 3 clusters Score -1.011788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -10117894.000000 Penalty: 3651.373535
	Iteration 38Q: 3 clusters Score -1.011789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -10117932.000000 Penalty: 3651.373535
	Iteration 39Q: 3 clusters Score -1.011793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -10117925.000000 Penalty: 3651.373535
	Iteration 40F: 3 clusters Score -1.011792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -10117938.000000 Penalty: 3651.373535
	Iteration 41Q: 3 clusters Score -1.011794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -10117938.000000 Penalty: 3651.373535
	Iteration 42Q: 3 clusters Score -1.011794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -10117936.000000 Penalty: 3651.373535
	Iteration 43Q: 3 clusters Score -1.011794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -10117953.000000 Penalty: 3651.373535
	Iteration 44Q: 3 clusters Score -1.011795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -10117945.000000 Penalty: 3651.373535
	Iteration 45Q: 3 clusters Score -1.011794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -10117945.000000 Penalty: 3651.373535
	Iteration 46Q: 3 clusters Score -1.011794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -10117946.000000 Penalty: 3651.373535
	Iteration 47Q: 3 clusters Score -1.011795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -10117949.000000 Penalty: 3651.373535
	Iteration 48Q: 3 clusters Score -1.011795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -10117947.000000 Penalty: 3651.373535
	Iteration 49Q: 3 clusters Score -1.011795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -10117949.000000 Penalty: 3651.373535
	Iteration 50Q: 3 clusters Score -1.011795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -10117949.000000 Penalty: 3651.373535
	Iteration 51F: 3 clusters Score -1.011795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Entering Unmasked Estep 
Score: -6542964.000000 Penalty: 1755.998657
	Iteration 0F: 2 clusters Score -6542964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6509922.000000 Penalty: 3511.997314
	Iteration 0F: 3 clusters Score -6509922 nChanged 23198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6523107.500000 Penalty: 3511.997314
	Iteration 1F: 3 clusters Score -6523108 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6523462.500000 Penalty: 3511.997314
	Iteration 2Q: 3 clusters Score -6523462 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6523722.000000 Penalty: 3511.997314
	Iteration 3Q: 3 clusters Score -6523722 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -6523971.000000 Penalty: 3511.997314
	Iteration 4Q: 3 clusters Score -6523971 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6524241.500000 Penalty: 3511.997314
	Iteration 5Q: 3 clusters Score -6524242 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -6524662.500000 Penalty: 3511.997314
	Iteration 6Q: 3 clusters Score -6524662 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6525306.500000 Penalty: 3511.997314
	Iteration 7Q: 3 clusters Score -6525306 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -6526595.000000 Penalty: 3511.997314
	Iteration 8Q: 3 clusters Score -6526595 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6529076.000000 Penalty: 3511.997314
	Iteration 9F: 3 clusters Score -6529076 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6532916.000000 Penalty: 3511.997314
	Iteration 10F: 3 clusters Score -6532916 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -6537217.000000 Penalty: 3511.997314
	Iteration 11F: 3 clusters Score -6537217 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6540254.500000 Penalty: 3511.997314
	Iteration 12F: 3 clusters Score -6540254 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -6541777.500000 Penalty: 3511.997314
	Iteration 13Q: 3 clusters Score -6541778 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6542555.000000 Penalty: 3511.997314
	Iteration 14Q: 3 clusters Score -6542555 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6543030.500000 Penalty: 3511.997314
	Iteration 15Q: 3 clusters Score -6543030 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6543294.000000 Penalty: 3511.997314
	Iteration 16Q: 3 clusters Score -6543294 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -6543443.000000 Penalty: 3511.997314
	Iteration 17Q: 3 clusters Score -6543443 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6543499.500000 Penalty: 3511.997314
	Iteration 18Q: 3 clusters Score -6543500 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6543533.500000 Penalty: 3511.997314
	Iteration 19Q: 3 clusters Score -6543534 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6543570.500000 Penalty: 3511.997314
	Iteration 20F: 3 clusters Score -6543570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -6543597.500000 Penalty: 3511.997314
	Iteration 21Q: 3 clusters Score -6543598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -6543595.500000 Penalty: 3511.997314
	Iteration 22Q: 3 clusters Score -6543596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -6543609.500000 Penalty: 3511.997314
	Iteration 23Q: 3 clusters Score -6543610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6543605.000000 Penalty: 3511.997314
	Iteration 24Q: 3 clusters Score -6543605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6543594.000000 Penalty: 3511.997314
	Iteration 25Q: 3 clusters Score -6543594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6543584.000000 Penalty: 3511.997314
	Iteration 26Q: 3 clusters Score -6543584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -6543603.000000 Penalty: 3511.997314
	Iteration 27Q: 3 clusters Score -6543603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6543600.000000 Penalty: 3511.997314
	Iteration 28Q: 3 clusters Score -6543600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6543593.500000 Penalty: 3511.997314
	Iteration 29Q: 3 clusters Score -6543594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -6543587.000000 Penalty: 3511.997314
	Iteration 30Q: 3 clusters Score -6543587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -6543582.500000 Penalty: 3511.997314
	Iteration 31Q: 3 clusters Score -6543582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -6543578.500000 Penalty: 3511.997314
	Iteration 32Q: 3 clusters Score -6543578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -6543588.000000 Penalty: 3511.997314
	Iteration 33Q: 3 clusters Score -6543588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -6543592.500000 Penalty: 3511.997314
	Iteration 34Q: 3 clusters Score -6543592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -6543589.000000 Penalty: 3511.997314
	Iteration 35Q: 3 clusters Score -6543589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6543599.000000 Penalty: 3511.997314
	Iteration 36Q: 3 clusters Score -6543599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -6543599.000000 Penalty: 3511.997314
	Iteration 37Q: 3 clusters Score -6543599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -6543604.000000 Penalty: 3511.997314
	Iteration 38Q: 3 clusters Score -6543604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -6543601.500000 Penalty: 3511.997314
	Iteration 39Q: 3 clusters Score -6543602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -6543600.500000 Penalty: 3511.997314
	Iteration 40F: 3 clusters Score -6543600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -6543598.000000 Penalty: 3511.997314
	Iteration 41Q: 3 clusters Score -6543598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -6543598.000000 Penalty: 3511.997314
	Iteration 42F: 3 clusters Score -6543598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 40333 members 
Mstep: Class 30 contains 8990 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
Score: -85995000.000000 Penalty: 106718.789062
Splitting cluster 29 changes total score from -85995400.000000 to -85995000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1207865.625000 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -1207866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1201159.250000 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -1201159 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1203399.125000 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -1203399 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1203680.125000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -1203680 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1203948.000000 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -1203948 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1204199.625000 Penalty: 2969.460449
	Iteration 4Q: 3 clusters Score -1204200 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1204446.250000 Penalty: 2969.460449
	Iteration 5Q: 3 clusters Score -1204446 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1204754.000000 Penalty: 2969.460449
	Iteration 6Q: 3 clusters Score -1204754 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1205119.000000 Penalty: 2969.460449
	Iteration 7Q: 3 clusters Score -1205119 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1205451.000000 Penalty: 2969.460449
	Iteration 8Q: 3 clusters Score -1205451 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1205724.625000 Penalty: 2969.460449
	Iteration 9Q: 3 clusters Score -1205725 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1205923.125000 Penalty: 2969.460449
	Iteration 10Q: 3 clusters Score -1205923 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1206078.500000 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -1206078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1206207.500000 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -1206208 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1206287.875000 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -1206288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1206356.625000 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -1206357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1206412.750000 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -1206413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1206443.875000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -1206444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1206472.375000 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -1206472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1206504.000000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -1206504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1206533.125000 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -1206533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1206555.750000 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -1206556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1206576.750000 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -1206577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1206596.500000 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -1206596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1206622.375000 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -1206622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1206638.125000 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -1206638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1206647.250000 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -1206647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1206663.375000 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -1206663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1206675.000000 Penalty: 2969.460449
	Iteration 27Q: 3 clusters Score -1206675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1206681.375000 Penalty: 2969.460449
	Iteration 28Q: 3 clusters Score -1206681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1206684.375000 Penalty: 2969.460449
	Iteration 29Q: 3 clusters Score -1206684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1206687.000000 Penalty: 2969.460449
	Iteration 30Q: 3 clusters Score -1206687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1206688.500000 Penalty: 2969.460449
	Iteration 31Q: 3 clusters Score -1206688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1206689.750000 Penalty: 2969.460449
	Iteration 32Q: 3 clusters Score -1206690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1206692.750000 Penalty: 2969.460449
	Iteration 33Q: 3 clusters Score -1206693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1206694.875000 Penalty: 2969.460449
	Iteration 34Q: 3 clusters Score -1206695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1206696.125000 Penalty: 2969.460449
	Iteration 35Q: 3 clusters Score -1206696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1206695.875000 Penalty: 2969.460449
	Iteration 36Q: 3 clusters Score -1206696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1206698.625000 Penalty: 2969.460449
	Iteration 37Q: 3 clusters Score -1206699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1206702.000000 Penalty: 2969.460449
	Iteration 38Q: 3 clusters Score -1206702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1206704.875000 Penalty: 2969.460449
	Iteration 39Q: 3 clusters Score -1206705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1206708.000000 Penalty: 2969.460449
	Iteration 40F: 3 clusters Score -1206708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1206711.125000 Penalty: 2969.460449
	Iteration 41Q: 3 clusters Score -1206711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1206716.125000 Penalty: 2969.460449
	Iteration 42Q: 3 clusters Score -1206716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1206720.625000 Penalty: 2969.460449
	Iteration 43Q: 3 clusters Score -1206721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1206722.625000 Penalty: 2969.460449
	Iteration 44Q: 3 clusters Score -1206723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1206725.250000 Penalty: 2969.460449
	Iteration 45Q: 3 clusters Score -1206725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1206733.625000 Penalty: 2969.460449
	Iteration 46Q: 3 clusters Score -1206734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1206734.000000 Penalty: 2969.460449
	Iteration 47Q: 3 clusters Score -1206734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1206736.875000 Penalty: 2969.460449
	Iteration 48Q: 3 clusters Score -1206737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1206740.875000 Penalty: 2969.460449
	Iteration 49Q: 3 clusters Score -1206741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1206743.500000 Penalty: 2969.460449
	Iteration 50Q: 3 clusters Score -1206744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1206745.500000 Penalty: 2969.460449
	Iteration 51Q: 3 clusters Score -1206746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1206745.500000 Penalty: 2969.460449
	Iteration 52Q: 3 clusters Score -1206746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1206746.875000 Penalty: 2969.460449
	Iteration 53Q: 3 clusters Score -1206747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1206747.625000 Penalty: 2969.460449
	Iteration 54Q: 3 clusters Score -1206748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1206747.250000 Penalty: 2969.460449
	Iteration 55Q: 3 clusters Score -1206747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1206747.250000 Penalty: 2969.460449
	Iteration 56F: 3 clusters Score -1206747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21202.261719 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21202.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21315.572266 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21315.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21351.896484 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -21351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21384.320312 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -21384.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21393.960938 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21393.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21404.796875 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21421.560547 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -21421.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21433.820312 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -21433.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21440.902344 Penalty: 1779.850586
	Iteration 8Q: 3 clusters Score -21440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21440.902344 Penalty: 1779.850586
	Iteration 9F: 3 clusters Score -21440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101506.445312 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100299.898438 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100299.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100509.101562 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100509.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100571.046875 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100608.664062 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100608.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100639.421875 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100666.257812 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100666.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100680.859375 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100690.500000 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100701.367188 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100713.109375 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100719.703125 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -100719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100728.500000 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -100728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100731.023438 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -100731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100733.484375 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -100733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100734.062500 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -100734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100734.703125 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -100734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100734.968750 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -100735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100736.273438 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -100736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100736.750000 Penalty: 2133.711182
	Iteration 18Q: 3 clusters Score -100736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100736.750000 Penalty: 2133.711182
	Iteration 19F: 3 clusters Score -100736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -282113.500000 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -282113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -279915.750000 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -279915.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280419.281250 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -280419.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -280546.281250 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -280546.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -280612.375000 Penalty: 2507.994385
	Iteration 3Q: 3 clusters Score -280612.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -280660.625000 Penalty: 2507.994385
	Iteration 4Q: 3 clusters Score -280660.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -280697.312500 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -280697.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -280730.656250 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -280730.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -280766.437500 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -280766.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280833.750000 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -280833.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280923.531250 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -280923.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281018.906250 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -281018.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -281107.687500 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -281107.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281185.250000 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -281185.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281246.375000 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -281246.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -281317.562500 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -281317.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -281390.250000 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -281390.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -281464.906250 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -281464.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -281530.250000 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -281530.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -281596.312500 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -281596.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -281630.812500 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -281630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -281654.531250 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -281654.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -281664.562500 Penalty: 2507.994385
	Iteration 21Q: 3 clusters Score -281664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281673.187500 Penalty: 2507.994385
	Iteration 22Q: 3 clusters Score -281673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -281678.156250 Penalty: 2507.994385
	Iteration 23Q: 3 clusters Score -281678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281680.875000 Penalty: 2507.994385
	Iteration 24Q: 3 clusters Score -281680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -281683.437500 Penalty: 2507.994385
	Iteration 25Q: 3 clusters Score -281683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281684.562500 Penalty: 2507.994385
	Iteration 26Q: 3 clusters Score -281684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -281688.218750 Penalty: 2507.994385
	Iteration 27Q: 3 clusters Score -281688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -281688.656250 Penalty: 2507.994385
	Iteration 28Q: 3 clusters Score -281688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -281691.406250 Penalty: 2507.994385
	Iteration 29Q: 3 clusters Score -281691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -281691.781250 Penalty: 2507.994385
	Iteration 30Q: 3 clusters Score -281691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -281692.250000 Penalty: 2507.994385
	Iteration 31Q: 3 clusters Score -281692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -281692.250000 Penalty: 2507.994385
	Iteration 32F: 3 clusters Score -281692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141133.875000 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141133.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141361.906250 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141361.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141428.921875 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141428.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141456.546875 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141456.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141475.937500 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141483.937500 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141493.546875 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141493.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141502.953125 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141511.234375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141520.078125 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141524.781250 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141529.921875 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141531.968750 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141536.296875 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141536.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141543.109375 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -141543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141545.296875 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -141545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141550.140625 Penalty: 2215.439209
	Iteration 16Q: 3 clusters Score -141550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141551.578125 Penalty: 2215.439209
	Iteration 17Q: 3 clusters Score -141551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141553.968750 Penalty: 2215.439209
	Iteration 18Q: 3 clusters Score -141554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141557.734375 Penalty: 2215.439209
	Iteration 19Q: 3 clusters Score -141557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141562.500000 Penalty: 2215.439209
	Iteration 20F: 3 clusters Score -141562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141564.062500 Penalty: 2215.439209
	Iteration 21Q: 3 clusters Score -141564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141568.718750 Penalty: 2215.439209
	Iteration 22Q: 3 clusters Score -141568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141574.546875 Penalty: 2215.439209
	Iteration 23Q: 3 clusters Score -141574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141577.375000 Penalty: 2215.439209
	Iteration 24Q: 3 clusters Score -141577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141580.406250 Penalty: 2215.439209
	Iteration 25Q: 3 clusters Score -141580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141583.062500 Penalty: 2215.439209
	Iteration 26Q: 3 clusters Score -141583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141583.921875 Penalty: 2215.439209
	Iteration 27Q: 3 clusters Score -141583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141584.843750 Penalty: 2215.439209
	Iteration 28Q: 3 clusters Score -141584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141585.453125 Penalty: 2215.439209
	Iteration 29Q: 3 clusters Score -141585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141585.453125 Penalty: 2215.439209
	Iteration 30F: 3 clusters Score -141585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Entering Unmasked Estep 
Score: -3822897.250000 Penalty: 1670.695679
	Iteration 0F: 2 clusters Score -3822897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3803246.250000 Penalty: 3341.391357
	Iteration 0F: 3 clusters Score -3803246 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3811162.250000 Penalty: 3341.391357
	Iteration 1F: 3 clusters Score -3811162 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3811979.750000 Penalty: 3341.391357
	Iteration 2F: 3 clusters Score -3811980 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3812936.000000 Penalty: 3341.391357
	Iteration 3F: 3 clusters Score -3812936 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3813959.000000 Penalty: 3341.391357
	Iteration 4F: 3 clusters Score -3813959 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3814999.500000 Penalty: 3341.391357
	Iteration 5F: 3 clusters Score -3815000 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3815933.250000 Penalty: 3341.391357
	Iteration 6F: 3 clusters Score -3815933 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3816750.000000 Penalty: 3341.391357
	Iteration 7Q: 3 clusters Score -3816750 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3817445.750000 Penalty: 3341.391357
	Iteration 8Q: 3 clusters Score -3817446 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3817932.500000 Penalty: 3341.391357
	Iteration 9Q: 3 clusters Score -3817932 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3818183.750000 Penalty: 3341.391357
	Iteration 10Q: 3 clusters Score -3818184 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3818370.750000 Penalty: 3341.391357
	Iteration 11Q: 3 clusters Score -3818371 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3818472.250000 Penalty: 3341.391357
	Iteration 12Q: 3 clusters Score -3818472 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3818556.000000 Penalty: 3341.391357
	Iteration 13Q: 3 clusters Score -3818556 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3818602.250000 Penalty: 3341.391357
	Iteration 14Q: 3 clusters Score -3818602 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3818670.500000 Penalty: 3341.391357
	Iteration 15Q: 3 clusters Score -3818670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3818710.250000 Penalty: 3341.391357
	Iteration 16Q: 3 clusters Score -3818710 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3818771.750000 Penalty: 3341.391357
	Iteration 17Q: 3 clusters Score -3818772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3818832.500000 Penalty: 3341.391357
	Iteration 18Q: 3 clusters Score -3818832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3818889.250000 Penalty: 3341.391357
	Iteration 19Q: 3 clusters Score -3818889 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3818948.750000 Penalty: 3341.391357
	Iteration 20F: 3 clusters Score -3818949 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3819016.750000 Penalty: 3341.391357
	Iteration 21Q: 3 clusters Score -3819017 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3819076.750000 Penalty: 3341.391357
	Iteration 22Q: 3 clusters Score -3819077 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3819129.000000 Penalty: 3341.391357
	Iteration 23Q: 3 clusters Score -3819129 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3819169.750000 Penalty: 3341.391357
	Iteration 24Q: 3 clusters Score -3819170 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3819235.250000 Penalty: 3341.391357
	Iteration 25Q: 3 clusters Score -3819235 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3819278.000000 Penalty: 3341.391357
	Iteration 26Q: 3 clusters Score -3819278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3819319.250000 Penalty: 3341.391357
	Iteration 27Q: 3 clusters Score -3819319 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3819365.750000 Penalty: 3341.391357
	Iteration 28Q: 3 clusters Score -3819366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3819402.000000 Penalty: 3341.391357
	Iteration 29Q: 3 clusters Score -3819402 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3819442.500000 Penalty: 3341.391357
	Iteration 30Q: 3 clusters Score -3819442 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3819483.500000 Penalty: 3341.391357
	Iteration 31Q: 3 clusters Score -3819484 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3819519.250000 Penalty: 3341.391357
	Iteration 32Q: 3 clusters Score -3819519 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3819576.250000 Penalty: 3341.391357
	Iteration 33Q: 3 clusters Score -3819576 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3819633.000000 Penalty: 3341.391357
	Iteration 34Q: 3 clusters Score -3819633 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3819677.000000 Penalty: 3341.391357
	Iteration 35Q: 3 clusters Score -3819677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3819707.250000 Penalty: 3341.391357
	Iteration 36Q: 3 clusters Score -3819707 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3819738.000000 Penalty: 3341.391357
	Iteration 37Q: 3 clusters Score -3819738 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3819789.250000 Penalty: 3341.391357
	Iteration 38Q: 3 clusters Score -3819789 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3819835.000000 Penalty: 3341.391357
	Iteration 39Q: 3 clusters Score -3819835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3819865.250000 Penalty: 3341.391357
	Iteration 40F: 3 clusters Score -3819865 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3819922.250000 Penalty: 3341.391357
	Iteration 41Q: 3 clusters Score -3819922 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3819944.250000 Penalty: 3341.391357
	Iteration 42Q: 3 clusters Score -3819944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3819983.000000 Penalty: 3341.391357
	Iteration 43Q: 3 clusters Score -3819983 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3820020.250000 Penalty: 3341.391357
	Iteration 44Q: 3 clusters Score -3820020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3820057.250000 Penalty: 3341.391357
	Iteration 45Q: 3 clusters Score -3820057 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3820070.250000 Penalty: 3341.391357
	Iteration 46Q: 3 clusters Score -3820070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3820091.000000 Penalty: 3341.391357
	Iteration 47Q: 3 clusters Score -3820091 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3820121.250000 Penalty: 3341.391357
	Iteration 48Q: 3 clusters Score -3820121 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3820154.750000 Penalty: 3341.391357
	Iteration 49Q: 3 clusters Score -3820155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3820199.000000 Penalty: 3341.391357
	Iteration 50Q: 3 clusters Score -3820199 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3820236.250000 Penalty: 3341.391357
	Iteration 51Q: 3 clusters Score -3820236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3820258.250000 Penalty: 3341.391357
	Iteration 52Q: 3 clusters Score -3820258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3820291.000000 Penalty: 3341.391357
	Iteration 53Q: 3 clusters Score -3820291 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3820322.250000 Penalty: 3341.391357
	Iteration 54Q: 3 clusters Score -3820322 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3820334.000000 Penalty: 3341.391357
	Iteration 55Q: 3 clusters Score -3820334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3820353.500000 Penalty: 3341.391357
	Iteration 56Q: 3 clusters Score -3820354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3820403.250000 Penalty: 3341.391357
	Iteration 57Q: 3 clusters Score -3820403 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3820435.250000 Penalty: 3341.391357
	Iteration 58Q: 3 clusters Score -3820435 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3820487.000000 Penalty: 3341.391357
	Iteration 59Q: 3 clusters Score -3820487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3820514.500000 Penalty: 3341.391357
	Iteration 60F: 3 clusters Score -3820514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3820547.750000 Penalty: 3341.391357
	Iteration 61Q: 3 clusters Score -3820548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3820583.250000 Penalty: 3341.391357
	Iteration 62Q: 3 clusters Score -3820583 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3820618.500000 Penalty: 3341.391357
	Iteration 63Q: 3 clusters Score -3820618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3820636.000000 Penalty: 3341.391357
	Iteration 64Q: 3 clusters Score -3820636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3820669.000000 Penalty: 3341.391357
	Iteration 65Q: 3 clusters Score -3820669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3820716.500000 Penalty: 3341.391357
	Iteration 66Q: 3 clusters Score -3820716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3820758.750000 Penalty: 3341.391357
	Iteration 67Q: 3 clusters Score -3820759 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3820798.000000 Penalty: 3341.391357
	Iteration 68Q: 3 clusters Score -3820798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3820841.250000 Penalty: 3341.391357
	Iteration 69Q: 3 clusters Score -3820841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3820858.750000 Penalty: 3341.391357
	Iteration 70Q: 3 clusters Score -3820859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3820893.000000 Penalty: 3341.391357
	Iteration 71Q: 3 clusters Score -3820893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3820915.250000 Penalty: 3341.391357
	Iteration 72Q: 3 clusters Score -3820915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3820935.250000 Penalty: 3341.391357
	Iteration 73Q: 3 clusters Score -3820935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3820962.750000 Penalty: 3341.391357
	Iteration 74Q: 3 clusters Score -3820963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3820989.750000 Penalty: 3341.391357
	Iteration 75Q: 3 clusters Score -3820990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3821003.500000 Penalty: 3341.391357
	Iteration 76Q: 3 clusters Score -3821004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3821029.500000 Penalty: 3341.391357
	Iteration 77Q: 3 clusters Score -3821030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3821050.000000 Penalty: 3341.391357
	Iteration 78Q: 3 clusters Score -3821050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3821078.500000 Penalty: 3341.391357
	Iteration 79Q: 3 clusters Score -3821078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3821093.750000 Penalty: 3341.391357
	Iteration 80F: 3 clusters Score -3821094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3821103.250000 Penalty: 3341.391357
	Iteration 81Q: 3 clusters Score -3821103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3821134.000000 Penalty: 3341.391357
	Iteration 82Q: 3 clusters Score -3821134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3821155.750000 Penalty: 3341.391357
	Iteration 83Q: 3 clusters Score -3821156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3821153.000000 Penalty: 3341.391357
	Iteration 84Q: 3 clusters Score -3821153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3821174.750000 Penalty: 3341.391357
	Iteration 85Q: 3 clusters Score -3821175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3821195.250000 Penalty: 3341.391357
	Iteration 86Q: 3 clusters Score -3821195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3821202.000000 Penalty: 3341.391357
	Iteration 87Q: 3 clusters Score -3821202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3821219.000000 Penalty: 3341.391357
	Iteration 88Q: 3 clusters Score -3821219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3821225.000000 Penalty: 3341.391357
	Iteration 89Q: 3 clusters Score -3821225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3821223.750000 Penalty: 3341.391357
	Iteration 90Q: 3 clusters Score -3821224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3821231.000000 Penalty: 3341.391357
	Iteration 91Q: 3 clusters Score -3821231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3821240.500000 Penalty: 3341.391357
	Iteration 92Q: 3 clusters Score -3821240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3821250.500000 Penalty: 3341.391357
	Iteration 93Q: 3 clusters Score -3821250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3821260.500000 Penalty: 3341.391357
	Iteration 94Q: 3 clusters Score -3821260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3821267.750000 Penalty: 3341.391357
	Iteration 95Q: 3 clusters Score -3821268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3821287.000000 Penalty: 3341.391357
	Iteration 96Q: 3 clusters Score -3821287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3821295.500000 Penalty: 3341.391357
	Iteration 97Q: 3 clusters Score -3821296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3821312.250000 Penalty: 3341.391357
	Iteration 98Q: 3 clusters Score -3821312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3821332.250000 Penalty: 3341.391357
	Iteration 99Q: 3 clusters Score -3821332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3821340.250000 Penalty: 3341.391357
	Iteration 100F: 3 clusters Score -3821340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3821354.250000 Penalty: 3341.391357
	Iteration 101Q: 3 clusters Score -3821354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3821375.250000 Penalty: 3341.391357
	Iteration 102Q: 3 clusters Score -3821375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3821385.750000 Penalty: 3341.391357
	Iteration 103Q: 3 clusters Score -3821386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3821410.750000 Penalty: 3341.391357
	Iteration 104Q: 3 clusters Score -3821411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3821419.250000 Penalty: 3341.391357
	Iteration 105Q: 3 clusters Score -3821419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3821433.750000 Penalty: 3341.391357
	Iteration 106Q: 3 clusters Score -3821434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3821451.250000 Penalty: 3341.391357
	Iteration 107Q: 3 clusters Score -3821451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3821451.000000 Penalty: 3341.391357
	Iteration 108Q: 3 clusters Score -3821451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3821453.750000 Penalty: 3341.391357
	Iteration 109Q: 3 clusters Score -3821454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3821465.500000 Penalty: 3341.391357
	Iteration 110Q: 3 clusters Score -3821466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3821474.000000 Penalty: 3341.391357
	Iteration 111Q: 3 clusters Score -3821474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3821482.250000 Penalty: 3341.391357
	Iteration 112Q: 3 clusters Score -3821482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3821490.750000 Penalty: 3341.391357
	Iteration 113Q: 3 clusters Score -3821491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3821485.750000 Penalty: 3341.391357
	Iteration 114Q: 3 clusters Score -3821486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3821490.000000 Penalty: 3341.391357
	Iteration 115Q: 3 clusters Score -3821490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3821492.250000 Penalty: 3341.391357
	Iteration 116Q: 3 clusters Score -3821492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3821497.500000 Penalty: 3341.391357
	Iteration 117Q: 3 clusters Score -3821498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3821500.000000 Penalty: 3341.391357
	Iteration 118Q: 3 clusters Score -3821500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3821502.000000 Penalty: 3341.391357
	Iteration 119Q: 3 clusters Score -3821502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3821506.500000 Penalty: 3341.391357
	Iteration 120F: 3 clusters Score -3821506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3821510.500000 Penalty: 3341.391357
	Iteration 121Q: 3 clusters Score -3821510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3821509.750000 Penalty: 3341.391357
	Iteration 122Q: 3 clusters Score -3821510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3821510.250000 Penalty: 3341.391357
	Iteration 123Q: 3 clusters Score -3821510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3821518.000000 Penalty: 3341.391357
	Iteration 124Q: 3 clusters Score -3821518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3821518.000000 Penalty: 3341.391357
	Iteration 125Q: 3 clusters Score -3821518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3821521.250000 Penalty: 3341.391357
	Iteration 126Q: 3 clusters Score -3821521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3821518.750000 Penalty: 3341.391357
	Iteration 127Q: 3 clusters Score -3821519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3821518.000000 Penalty: 3341.391357
	Iteration 128Q: 3 clusters Score -3821518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3821521.250000 Penalty: 3341.391357
	Iteration 129Q: 3 clusters Score -3821521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3821517.000000 Penalty: 3341.391357
	Iteration 130Q: 3 clusters Score -3821517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3821519.500000 Penalty: 3341.391357
	Iteration 131Q: 3 clusters Score -3821520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3821516.250000 Penalty: 3341.391357
	Iteration 132Q: 3 clusters Score -3821516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3821522.250000 Penalty: 3341.391357
	Iteration 133Q: 3 clusters Score -3821522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3821522.250000 Penalty: 3341.391357
	Iteration 134F: 3 clusters Score -3821522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -44588.765625 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -44588.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43630.847656 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -43630.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43732.351562 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -43732.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43761.277344 Penalty: 1910.264038
	Iteration 2Q: 3 clusters Score -43761.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43778.054688 Penalty: 1910.264038
	Iteration 3Q: 3 clusters Score -43778.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43785.292969 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -43785.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43793.585938 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -43793.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43799.539062 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -43799.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43803.253906 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -43803.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43804.792969 Penalty: 1910.264038
	Iteration 8Q: 3 clusters Score -43804.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43804.792969 Penalty: 1910.264038
	Iteration 9F: 3 clusters Score -43804.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39629.195312 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39629.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39892.917969 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39892.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39999.800781 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -39999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40069.867188 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -40069.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40159.789062 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -40159.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40221.480469 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40221.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40284.941406 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40284.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40318.460938 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40318.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40345.871094 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40345.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40362.785156 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40362.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40380.042969 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40380.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40391.531250 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40391.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40393.113281 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40393.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40395.773438 Penalty: 1972.989746
	Iteration 13F: 3 clusters Score -40395.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40437.761719 Penalty: 1972.989746
	Iteration 14Q: 3 clusters Score -40437.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40491.339844 Penalty: 1972.989746
	Iteration 15Q: 3 clusters Score -40491.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40512.609375 Penalty: 1972.989746
	Iteration 16Q: 3 clusters Score -40512.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40524.675781 Penalty: 1972.989746
	Iteration 17Q: 3 clusters Score -40524.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40529.453125 Penalty: 1972.989746
	Iteration 18Q: 3 clusters Score -40529.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40539.269531 Penalty: 1972.989746
	Iteration 19Q: 3 clusters Score -40539.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40546.000000 Penalty: 1972.989746
	Iteration 20F: 3 clusters Score -40546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40553.308594 Penalty: 1972.989746
	Iteration 21Q: 3 clusters Score -40553.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40554.054688 Penalty: 1972.989746
	Iteration 22Q: 3 clusters Score -40554.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40554.054688 Penalty: 1972.989746
	Iteration 23F: 3 clusters Score -40554.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (62849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Entering Unmasked Estep 
Score: -8317443.000000 Penalty: 1795.379761
	Iteration 0F: 2 clusters Score -8317443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -8277251.500000 Penalty: 3590.759521
	Iteration 0F: 3 clusters Score -8277252 nChanged 29627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -8294135.500000 Penalty: 3590.759521
	Iteration 1F: 3 clusters Score -8294136 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -8295106.500000 Penalty: 3590.759521
	Iteration 2Q: 3 clusters Score -8295106 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8296736.000000 Penalty: 3590.759521
	Iteration 3F: 3 clusters Score -8296736 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8299606.000000 Penalty: 3590.759521
	Iteration 4F: 3 clusters Score -8299606 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -8304025.500000 Penalty: 3590.759521
	Iteration 5F: 3 clusters Score -8304026 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -8308941.000000 Penalty: 3590.759521
	Iteration 6F: 3 clusters Score -8308941 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -8312761.000000 Penalty: 3590.759521
	Iteration 7F: 3 clusters Score -8312761 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -8314712.500000 Penalty: 3590.759521
	Iteration 8Q: 3 clusters Score -8314712 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8315469.500000 Penalty: 3590.759521
	Iteration 9Q: 3 clusters Score -8315470 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -8315718.500000 Penalty: 3590.759521
	Iteration 10Q: 3 clusters Score -8315718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8315835.500000 Penalty: 3590.759521
	Iteration 11Q: 3 clusters Score -8315836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -8315883.500000 Penalty: 3590.759521
	Iteration 12Q: 3 clusters Score -8315884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -8315914.500000 Penalty: 3590.759521
	Iteration 13Q: 3 clusters Score -8315914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -8315951.500000 Penalty: 3590.759521
	Iteration 14Q: 3 clusters Score -8315952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -8315965.000000 Penalty: 3590.759521
	Iteration 15Q: 3 clusters Score -8315965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8315973.500000 Penalty: 3590.759521
	Iteration 16Q: 3 clusters Score -8315974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8315979.000000 Penalty: 3590.759521
	Iteration 17Q: 3 clusters Score -8315979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -8315978.000000 Penalty: 3590.759521
	Iteration 18Q: 3 clusters Score -8315978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8315991.000000 Penalty: 3590.759521
	Iteration 19Q: 3 clusters Score -8315991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8315991.500000 Penalty: 3590.759521
	Iteration 20F: 3 clusters Score -8315992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (67420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Entering Unmasked Estep 
Score: -9022910.000000 Penalty: 1806.788330
	Iteration 0F: 2 clusters Score -9022910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -8978762.000000 Penalty: 3613.576660
	Iteration 0F: 3 clusters Score -8978762 nChanged 31962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -8997153.000000 Penalty: 3613.576660
	Iteration 1F: 3 clusters Score -8997153 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -8997856.000000 Penalty: 3613.576660
	Iteration 2Q: 3 clusters Score -8997856 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8998908.000000 Penalty: 3613.576660
	Iteration 3Q: 3 clusters Score -8998908 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -9000674.000000 Penalty: 3613.576660
	Iteration 4F: 3 clusters Score -9000674 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -9003783.000000 Penalty: 3613.576660
	Iteration 5F: 3 clusters Score -9003783 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -9008592.000000 Penalty: 3613.576660
	Iteration 6F: 3 clusters Score -9008592 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -9014441.000000 Penalty: 3613.576660
	Iteration 7F: 3 clusters Score -9014441 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9018612.000000 Penalty: 3613.576660
	Iteration 8F: 3 clusters Score -9018612 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9020532.000000 Penalty: 3613.576660
	Iteration 9Q: 3 clusters Score -9020532 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9021029.000000 Penalty: 3613.576660
	Iteration 10Q: 3 clusters Score -9021029 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9021185.000000 Penalty: 3613.576660
	Iteration 11Q: 3 clusters Score -9021185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9021260.000000 Penalty: 3613.576660
	Iteration 12Q: 3 clusters Score -9021260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9021280.000000 Penalty: 3613.576660
	Iteration 13Q: 3 clusters Score -9021280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9021288.000000 Penalty: 3613.576660
	Iteration 14Q: 3 clusters Score -9021288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9021296.000000 Penalty: 3613.576660
	Iteration 15Q: 3 clusters Score -9021296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9021299.000000 Penalty: 3613.576660
	Iteration 16Q: 3 clusters Score -9021299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9021308.000000 Penalty: 3613.576660
	Iteration 17Q: 3 clusters Score -9021308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9021315.000000 Penalty: 3613.576660
	Iteration 18Q: 3 clusters Score -9021315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9021314.000000 Penalty: 3613.576660
	Iteration 19Q: 3 clusters Score -9021314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9021316.000000 Penalty: 3613.576660
	Iteration 20F: 3 clusters Score -9021316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14004.933594 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -14004.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14109.328125 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14109.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14201.771484 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -14201.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14230.115234 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14230.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14243.156250 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14243.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14250.480469 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14250.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14250.480469 Penalty: 1754.402954
	Iteration 6F: 3 clusters Score -14250.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48862.648438 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48862.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49055.097656 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49097.511719 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49097.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49115.796875 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49121.500000 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49131.531250 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49131.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49134.324219 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49134.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49139.136719 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49139.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49141.609375 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -49141.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49141.609375 Penalty: 1933.958862
	Iteration 9F: 3 clusters Score -49141.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69000.796875 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -69000.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69138.312500 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69138.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69177.554688 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69177.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69220.242188 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -69220.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69261.835938 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69261.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69335.984375 Penalty: 1933.958862
	Iteration 5F: 3 clusters Score -69335.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69400.437500 Penalty: 1933.958862
	Iteration 6F: 3 clusters Score -69400.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69467.367188 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69467.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69507.304688 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69514.757812 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69514.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69514.757812 Penalty: 1933.958862
	Iteration 10F: 3 clusters Score -69514.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -48152.550781 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -48152.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47155.964844 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -47155.96 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47339.042969 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -47339.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47451.304688 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -47451.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47538.687500 Penalty: 1965.395996
	Iteration 3F: 3 clusters Score -47538.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47599.824219 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -47599.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47686.191406 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -47686.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47731.847656 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -47731.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47772.785156 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -47772.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47824.640625 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -47824.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47872.160156 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -47872.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47901.417969 Penalty: 1965.395996
	Iteration 10Q: 3 clusters Score -47901.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47941.843750 Penalty: 1965.395996
	Iteration 11Q: 3 clusters Score -47941.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47951.109375 Penalty: 1965.395996
	Iteration 12Q: 3 clusters Score -47951.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47969.937500 Penalty: 1965.395996
	Iteration 13Q: 3 clusters Score -47969.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47975.507812 Penalty: 1965.395996
	Iteration 14Q: 3 clusters Score -47975.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47975.507812 Penalty: 1965.395996
	Iteration 15F: 3 clusters Score -47975.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (68763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Entering Unmasked Estep 
Score: -9168313.000000 Penalty: 1809.993408
	Iteration 0F: 2 clusters Score -9168313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -9123552.000000 Penalty: 3619.986816
	Iteration 0F: 3 clusters Score -9123552 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -9142010.000000 Penalty: 3619.986816
	Iteration 1F: 3 clusters Score -9142010 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -9142631.000000 Penalty: 3619.986816
	Iteration 2Q: 3 clusters Score -9142631 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -9143296.000000 Penalty: 3619.986816
	Iteration 3Q: 3 clusters Score -9143296 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -9144129.000000 Penalty: 3619.986816
	Iteration 4Q: 3 clusters Score -9144129 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -9145244.000000 Penalty: 3619.986816
	Iteration 5Q: 3 clusters Score -9145244 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9146880.000000 Penalty: 3619.986816
	Iteration 6Q: 3 clusters Score -9146880 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -9149419.000000 Penalty: 3619.986816
	Iteration 7F: 3 clusters Score -9149419 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -9152673.000000 Penalty: 3619.986816
	Iteration 8F: 3 clusters Score -9152673 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -9155959.000000 Penalty: 3619.986816
	Iteration 9F: 3 clusters Score -9155959 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -9158428.000000 Penalty: 3619.986816
	Iteration 10F: 3 clusters Score -9158428 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -9159896.000000 Penalty: 3619.986816
	Iteration 11Q: 3 clusters Score -9159896 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -9160701.000000 Penalty: 3619.986816
	Iteration 12Q: 3 clusters Score -9160701 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -9161339.000000 Penalty: 3619.986816
	Iteration 13Q: 3 clusters Score -9161339 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -9161877.000000 Penalty: 3619.986816
	Iteration 14Q: 3 clusters Score -9161877 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -9162349.000000 Penalty: 3619.986816
	Iteration 15Q: 3 clusters Score -9162349 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -9162881.000000 Penalty: 3619.986816
	Iteration 16Q: 3 clusters Score -9162881 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -9163381.000000 Penalty: 3619.986816
	Iteration 17Q: 3 clusters Score -9163381 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -9163845.000000 Penalty: 3619.986816
	Iteration 18Q: 3 clusters Score -9163845 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -9164175.000000 Penalty: 3619.986816
	Iteration 19Q: 3 clusters Score -9164175 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -9164555.000000 Penalty: 3619.986816
	Iteration 20F: 3 clusters Score -9164555 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -9165031.000000 Penalty: 3619.986816
	Iteration 21Q: 3 clusters Score -9165031 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -9165301.000000 Penalty: 3619.986816
	Iteration 22Q: 3 clusters Score -9165301 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -9165599.000000 Penalty: 3619.986816
	Iteration 23Q: 3 clusters Score -9165599 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -9165877.000000 Penalty: 3619.986816
	Iteration 24Q: 3 clusters Score -9165877 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -9166115.000000 Penalty: 3619.986816
	Iteration 25Q: 3 clusters Score -9166115 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -9166306.000000 Penalty: 3619.986816
	Iteration 26Q: 3 clusters Score -9166306 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -9166447.000000 Penalty: 3619.986816
	Iteration 27Q: 3 clusters Score -9166447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -9166559.000000 Penalty: 3619.986816
	Iteration 28Q: 3 clusters Score -9166559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -9166645.000000 Penalty: 3619.986816
	Iteration 29Q: 3 clusters Score -9166645 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -9166706.000000 Penalty: 3619.986816
	Iteration 30Q: 3 clusters Score -9166706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -9166775.000000 Penalty: 3619.986816
	Iteration 31Q: 3 clusters Score -9166775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -9166798.000000 Penalty: 3619.986816
	Iteration 32Q: 3 clusters Score -9166798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -9166825.000000 Penalty: 3619.986816
	Iteration 33Q: 3 clusters Score -9166825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -9166828.000000 Penalty: 3619.986816
	Iteration 34Q: 3 clusters Score -9166828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -9166831.000000 Penalty: 3619.986816
	Iteration 35Q: 3 clusters Score -9166831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -9166856.000000 Penalty: 3619.986816
	Iteration 36Q: 3 clusters Score -9166856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -9166878.000000 Penalty: 3619.986816
	Iteration 37Q: 3 clusters Score -9166878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -9166876.000000 Penalty: 3619.986816
	Iteration 38Q: 3 clusters Score -9166876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9166884.000000 Penalty: 3619.986816
	Iteration 39Q: 3 clusters Score -9166884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -9166884.000000 Penalty: 3619.986816
	Iteration 40F: 3 clusters Score -9166884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9166885.000000 Penalty: 3619.986816
	Iteration 41Q: 3 clusters Score -9166885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -9166892.000000 Penalty: 3619.986816
	Iteration 42Q: 3 clusters Score -9166892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -9166898.000000 Penalty: 3619.986816
	Iteration 43Q: 3 clusters Score -9166898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9166898.000000 Penalty: 3619.986816
	Iteration 44Q: 3 clusters Score -9166898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9166898.000000 Penalty: 3619.986816
	Iteration 45Q: 3 clusters Score -9166898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -9166896.000000 Penalty: 3619.986816
	Iteration 46Q: 3 clusters Score -9166896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -9166896.000000 Penalty: 3619.986816
	Iteration 47F: 3 clusters Score -9166896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -51225.367188 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -51225.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50237.464844 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -50237.46 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50442.871094 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -50442.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50515.671875 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -50515.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50568.988281 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -50568.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50603.105469 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -50603.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50626.695312 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -50626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50635.035156 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -50635.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50636.097656 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -50636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50637.058594 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -50637.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50637.554688 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -50637.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50649.761719 Penalty: 1994.058594
	Iteration 10Q: 3 clusters Score -50649.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50651.816406 Penalty: 1994.058594
	Iteration 11Q: 3 clusters Score -50651.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50653.011719 Penalty: 1994.058594
	Iteration 12Q: 3 clusters Score -50653.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50653.011719 Penalty: 1994.058594
	Iteration 13F: 3 clusters Score -50653.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19154.896484 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19154.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19417.892578 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19417.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19511.904297 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19567.238281 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19567.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19587.281250 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19587.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19588.279297 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19588.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19588.279297 Penalty: 1800.910645
	Iteration 6F: 3 clusters Score -19588.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -160230.921875 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -160230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158781.312500 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -158781.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159140.750000 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -159140.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159274.921875 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -159274.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159343.140625 Penalty: 2267.009521
	Iteration 3F: 3 clusters Score -159343.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159384.390625 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -159384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159415.718750 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -159415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159441.109375 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -159441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159455.687500 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -159455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159468.890625 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -159468.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159485.437500 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -159485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159496.359375 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -159496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159507.734375 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -159507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159514.656250 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -159514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159518.093750 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -159518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159523.328125 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -159523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159526.562500 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -159526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159533.156250 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -159533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159538.718750 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -159538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159541.812500 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -159541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159546.375000 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -159546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159549.218750 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -159549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159555.562500 Penalty: 2267.009521
	Iteration 21Q: 3 clusters Score -159555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159557.140625 Penalty: 2267.009521
	Iteration 22Q: 3 clusters Score -159557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159558.781250 Penalty: 2267.009521
	Iteration 23Q: 3 clusters Score -159558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159559.968750 Penalty: 2267.009521
	Iteration 24Q: 3 clusters Score -159560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159561.140625 Penalty: 2267.009521
	Iteration 25Q: 3 clusters Score -159561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159561.140625 Penalty: 2267.009521
	Iteration 26F: 3 clusters Score -159561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -210879.765625 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -210879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -209245.796875 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -209245.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209552.937500 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -209552.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209631.265625 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -209631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209668.328125 Penalty: 2332.779297
	Iteration 3Q: 3 clusters Score -209668.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -209690.000000 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -209690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -209701.750000 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -209701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209709.796875 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -209709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209716.343750 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -209716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -209721.375000 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -209721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -209725.968750 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -209726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209726.296875 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -209726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209727.390625 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -209727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209727.437500 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -209727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209727.437500 Penalty: 2332.779297
	Iteration 13F: 3 clusters Score -209727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32735 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18121 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39349 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 49323 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2246 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29179 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62849 members 
Mstep: Class 41 contains 67420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 68763 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995312.000000 Penalty: 104540.851562
Iteration 159Q: 49 clusters Score -8.599531e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32575 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42707 members 
Mstep: Class 10 contains 36110 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 31707 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11863 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39304 members 
Mstep: Class 28 contains 76600 members 
Mstep: Class 29 contains 49231 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2247 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29185 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62826 members 
Mstep: Class 41 contains 67288 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 69655 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995736.000000 Penalty: 104540.851562
Iteration 160F: 49 clusters Score -8.599574e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32423 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21962 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 35048 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20671 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31735 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18119 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39251 members 
Mstep: Class 28 contains 77405 members 
Mstep: Class 29 contains 49116 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2251 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29189 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62799 members 
Mstep: Class 41 contains 67169 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 70515 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995392.000000 Penalty: 104540.851562
Iteration 161Q: 49 clusters Score -8.599539e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32281 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 21989 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 10 contains 33964 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31785 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18116 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39219 members 
Mstep: Class 28 contains 78229 members 
Mstep: Class 29 contains 49008 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2252 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29178 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62771 members 
Mstep: Class 41 contains 67033 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 71370 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995256.000000 Penalty: 104540.851562
Iteration 162Q: 49 clusters Score -8.599526e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32103 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42119 members 
Mstep: Class 10 contains 32955 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39219 members 
Mstep: Class 28 contains 79026 members 
Mstep: Class 29 contains 48901 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2252 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29175 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62737 members 
Mstep: Class 41 contains 66912 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 72117 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1070 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994608.000000 Penalty: 104540.851562
Iteration 163Q: 49 clusters Score -8.599461e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31956 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41940 members 
Mstep: Class 10 contains 31983 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 20643 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31875 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18126 members 
Mstep: Class 23 contains 15907 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39215 members 
Mstep: Class 28 contains 79781 members 
Mstep: Class 29 contains 48803 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2255 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29176 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62716 members 
Mstep: Class 41 contains 66763 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 72871 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1071 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994288.000000 Penalty: 104540.851562
Iteration 164Q: 49 clusters Score -8.599429e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22092 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 30992 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 20647 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 31944 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18123 members 
Mstep: Class 23 contains 15905 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39226 members 
Mstep: Class 28 contains 80506 members 
Mstep: Class 29 contains 48683 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2257 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29183 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62688 members 
Mstep: Class 41 contains 66668 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 73605 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1073 members 
Mstep: Class 50 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994056.000000 Penalty: 104540.851562
Iteration 165Q: 49 clusters Score -8.599406e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31627 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22135 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41574 members 
Mstep: Class 10 contains 30013 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 20623 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32052 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11852 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18118 members 
Mstep: Class 23 contains 15903 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39272 members 
Mstep: Class 28 contains 81287 members 
Mstep: Class 29 contains 48540 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2260 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29201 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62685 members 
Mstep: Class 41 contains 66711 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 74065 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1073 members 
Mstep: Class 50 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993488.000000 Penalty: 104540.851562
Iteration 166Q: 49 clusters Score -8.599349e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31482 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22189 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 10 contains 29067 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 20599 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32190 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11852 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 15901 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39327 members 
Mstep: Class 28 contains 81979 members 
Mstep: Class 29 contains 48377 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2262 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29216 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62695 members 
Mstep: Class 41 contains 66868 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 74390 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1073 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993328.000000 Penalty: 104540.851562
Iteration 167Q: 49 clusters Score -8.599333e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31357 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22227 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41270 members 
Mstep: Class 10 contains 28095 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 20575 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32317 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18127 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39396 members 
Mstep: Class 28 contains 82619 members 
Mstep: Class 29 contains 48171 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29245 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62728 members 
Mstep: Class 41 contains 67163 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 74615 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993080.000000 Penalty: 104540.851562
Iteration 168Q: 49 clusters Score -8.599308e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31231 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22282 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41113 members 
Mstep: Class 10 contains 27175 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 32415 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18133 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39514 members 
Mstep: Class 28 contains 83172 members 
Mstep: Class 29 contains 47953 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2265 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29266 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62740 members 
Mstep: Class 41 contains 67512 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74859 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992504.000000 Penalty: 104540.851562
Iteration 169Q: 49 clusters Score -8.59925e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31100 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22327 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40976 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 20537 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 32486 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11840 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18127 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39642 members 
Mstep: Class 28 contains 83692 members 
Mstep: Class 29 contains 47738 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29290 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62774 members 
Mstep: Class 41 contains 67929 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 75010 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992216.000000 Penalty: 104540.851562
Iteration 170Q: 49 clusters Score -8.599222e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 30940 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22370 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40893 members 
Mstep: Class 10 contains 25420 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 20522 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32531 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11838 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18131 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39772 members 
Mstep: Class 28 contains 84310 members 
Mstep: Class 29 contains 47549 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29324 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62815 members 
Mstep: Class 41 contains 68397 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74942 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991640.000000 Penalty: 104540.851562
Iteration 171Q: 49 clusters Score -8.599164e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22432 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40796 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 20511 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 32558 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18123 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 39941 members 
Mstep: Class 28 contains 84876 members 
Mstep: Class 29 contains 47356 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29340 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62858 members 
Mstep: Class 41 contains 68898 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74862 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990992.000000 Penalty: 104540.851562
Iteration 172Q: 49 clusters Score -8.599099e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30699 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22474 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40668 members 
Mstep: Class 10 contains 23806 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20496 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 32495 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11823 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40113 members 
Mstep: Class 28 contains 85458 members 
Mstep: Class 29 contains 47176 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29386 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62915 members 
Mstep: Class 41 contains 69409 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74723 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990136.000000 Penalty: 104540.851562
Iteration 173Q: 49 clusters Score -8.599014e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30599 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22511 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40604 members 
Mstep: Class 10 contains 23078 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 32392 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11818 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40306 members 
Mstep: Class 28 contains 85993 members 
Mstep: Class 29 contains 46989 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29423 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62975 members 
Mstep: Class 41 contains 69990 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74513 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989648.000000 Penalty: 104540.851562
Iteration 174Q: 49 clusters Score -8.598965e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30513 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22547 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40572 members 
Mstep: Class 10 contains 22422 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32287 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18127 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40481 members 
Mstep: Class 28 contains 86431 members 
Mstep: Class 29 contains 46817 members 
Mstep: Class 31 contains 9284 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29451 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63037 members 
Mstep: Class 41 contains 70593 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 74253 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988840.000000 Penalty: 104540.851562
Iteration 175Q: 49 clusters Score -8.598884e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30422 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40553 members 
Mstep: Class 10 contains 21787 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20379 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 32190 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11808 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18146 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40680 members 
Mstep: Class 28 contains 86862 members 
Mstep: Class 29 contains 46644 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29483 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63096 members 
Mstep: Class 41 contains 71164 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 73964 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988552.000000 Penalty: 104540.851562
Iteration 176Q: 49 clusters Score -8.598855e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30375 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22620 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40555 members 
Mstep: Class 10 contains 21142 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20368 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 32118 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 18155 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 40883 members 
Mstep: Class 28 contains 87151 members 
Mstep: Class 29 contains 46448 members 
Mstep: Class 31 contains 9284 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29518 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63137 members 
Mstep: Class 41 contains 71763 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 73720 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987984.000000 Penalty: 104540.851562
Iteration 177Q: 49 clusters Score -8.598798e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30358 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40547 members 
Mstep: Class 10 contains 20508 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20357 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 32000 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41084 members 
Mstep: Class 28 contains 87537 members 
Mstep: Class 29 contains 46265 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29551 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63194 members 
Mstep: Class 41 contains 72282 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 73469 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987536.000000 Penalty: 104540.851562
Iteration 178Q: 49 clusters Score -8.598754e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30334 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22661 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40582 members 
Mstep: Class 10 contains 19940 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20350 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 31836 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18142 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 87971 members 
Mstep: Class 29 contains 46088 members 
Mstep: Class 31 contains 9280 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2268 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29579 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63247 members 
Mstep: Class 41 contains 72838 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 73120 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987168.000000 Penalty: 104540.851562
Iteration 179Q: 49 clusters Score -8.598717e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30339 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22667 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40604 members 
Mstep: Class 10 contains 19454 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20350 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 31638 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 18156 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41455 members 
Mstep: Class 28 contains 88458 members 
Mstep: Class 29 contains 45927 members 
Mstep: Class 31 contains 9276 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2269 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29594 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63295 members 
Mstep: Class 41 contains 73342 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 72682 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986848.000000 Penalty: 104540.851562
Iteration 180F: 49 clusters Score -8.598685e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30354 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40632 members 
Mstep: Class 10 contains 18936 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20335 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 31440 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11799 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4988 members 
Mstep: Class 22 contains 18172 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41656 members 
Mstep: Class 28 contains 88903 members 
Mstep: Class 29 contains 45736 members 
Mstep: Class 31 contains 9278 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2268 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29617 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63327 members 
Mstep: Class 41 contains 73883 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 72294 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986792.000000 Penalty: 104540.851562
Iteration 181Q: 49 clusters Score -8.598679e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30367 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40708 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 20350 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31247 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11800 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18178 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 41860 members 
Mstep: Class 28 contains 89281 members 
Mstep: Class 29 contains 45525 members 
Mstep: Class 31 contains 9277 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2268 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29635 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63356 members 
Mstep: Class 41 contains 74449 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 71901 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986016.000000 Penalty: 104540.851562
Iteration 182Q: 49 clusters Score -8.598602e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30414 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40762 members 
Mstep: Class 10 contains 17888 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 20357 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 31083 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18173 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 42106 members 
Mstep: Class 28 contains 89673 members 
Mstep: Class 29 contains 45345 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2269 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29642 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63367 members 
Mstep: Class 41 contains 74932 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 71544 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985696.000000 Penalty: 104540.851562
Iteration 183Q: 49 clusters Score -8.59857e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30412 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40815 members 
Mstep: Class 10 contains 17376 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 20348 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30965 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18181 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 42401 members 
Mstep: Class 28 contains 90020 members 
Mstep: Class 29 contains 45142 members 
Mstep: Class 31 contains 9271 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2269 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29669 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63375 members 
Mstep: Class 41 contains 75442 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 71149 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985288.000000 Penalty: 104540.851562
Iteration 184Q: 49 clusters Score -8.598529e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30420 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22672 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40890 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 20357 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18178 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 42700 members 
Mstep: Class 28 contains 90281 members 
Mstep: Class 29 contains 44932 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2271 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29689 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63390 members 
Mstep: Class 41 contains 75987 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 70749 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984872.000000 Penalty: 104540.851562
Iteration 185Q: 49 clusters Score -8.598487e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30439 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22671 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40994 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 20376 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30708 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18166 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 42986 members 
Mstep: Class 28 contains 90486 members 
Mstep: Class 29 contains 44748 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29700 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63393 members 
Mstep: Class 41 contains 76578 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 70323 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984448.000000 Penalty: 104540.851562
Iteration 186Q: 49 clusters Score -8.598445e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30446 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22683 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 10 contains 15982 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 20372 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 30535 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18166 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 43254 members 
Mstep: Class 28 contains 90729 members 
Mstep: Class 29 contains 44572 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2273 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29716 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63413 members 
Mstep: Class 41 contains 77093 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 69906 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983904.000000 Penalty: 104540.851562
Iteration 187Q: 49 clusters Score -8.59839e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30462 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22695 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41233 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 20384 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30364 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18158 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 43526 members 
Mstep: Class 28 contains 90948 members 
Mstep: Class 29 contains 44357 members 
Mstep: Class 31 contains 9270 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29735 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63414 members 
Mstep: Class 41 contains 77600 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 69522 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983576.000000 Penalty: 104540.851562
Iteration 188Q: 49 clusters Score -8.598358e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30456 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22707 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41366 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 20399 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30203 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18144 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 43770 members 
Mstep: Class 28 contains 91117 members 
Mstep: Class 29 contains 44116 members 
Mstep: Class 31 contains 9271 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29750 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63410 members 
Mstep: Class 41 contains 78140 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 69164 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85983144.000000 Penalty: 104540.851562
Iteration 189Q: 49 clusters Score -8.598314e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 30443 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22727 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 30053 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44000 members 
Mstep: Class 28 contains 91215 members 
Mstep: Class 29 contains 43846 members 
Mstep: Class 31 contains 9273 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29772 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63424 members 
Mstep: Class 41 contains 78636 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 68822 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982968.000000 Penalty: 104540.851562
Iteration 190Q: 49 clusters Score -8.598297e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30440 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41711 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 29894 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18156 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44235 members 
Mstep: Class 28 contains 91364 members 
Mstep: Class 29 contains 43583 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29786 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63456 members 
Mstep: Class 41 contains 79119 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 68462 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982104.000000 Penalty: 104540.851562
Iteration 191Q: 49 clusters Score -8.59821e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30441 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22752 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41842 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 29734 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18164 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44440 members 
Mstep: Class 28 contains 91498 members 
Mstep: Class 29 contains 43313 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29799 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63495 members 
Mstep: Class 41 contains 79600 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 68139 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982080.000000 Penalty: 104540.851562
Iteration 192Q: 49 clusters Score -8.598208e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30451 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22761 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41990 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20437 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11789 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18171 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44611 members 
Mstep: Class 28 contains 91616 members 
Mstep: Class 29 contains 43057 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29813 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63542 members 
Mstep: Class 41 contains 80089 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 67822 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981232.000000 Penalty: 104540.851562
Iteration 193Q: 49 clusters Score -8.598123e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30483 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42143 members 
Mstep: Class 10 contains 13780 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20450 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 29516 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18185 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44784 members 
Mstep: Class 28 contains 91606 members 
Mstep: Class 29 contains 42734 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29817 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63578 members 
Mstep: Class 41 contains 80624 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 67506 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980744.000000 Penalty: 104540.851562
Iteration 194Q: 49 clusters Score -8.598074e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30524 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42282 members 
Mstep: Class 10 contains 13524 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20464 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 29529 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18184 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 44967 members 
Mstep: Class 28 contains 91497 members 
Mstep: Class 29 contains 42432 members 
Mstep: Class 31 contains 9271 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29819 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63614 members 
Mstep: Class 41 contains 81095 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 67250 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980224.000000 Penalty: 104540.851562
Iteration 195Q: 49 clusters Score -8.598022e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30551 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22815 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42431 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20485 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 29584 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11782 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18185 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45147 members 
Mstep: Class 28 contains 91419 members 
Mstep: Class 29 contains 42143 members 
Mstep: Class 31 contains 9270 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29818 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63638 members 
Mstep: Class 41 contains 81518 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66973 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979888.000000 Penalty: 104540.851562
Iteration 196Q: 49 clusters Score -8.597989e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30583 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22819 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 13046 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20484 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 29699 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18197 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45297 members 
Mstep: Class 28 contains 91323 members 
Mstep: Class 29 contains 41849 members 
Mstep: Class 31 contains 9267 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29819 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63660 members 
Mstep: Class 41 contains 81887 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66734 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979864.000000 Penalty: 104540.851562
Iteration 197Q: 49 clusters Score -8.597986e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30595 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22829 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42743 members 
Mstep: Class 10 contains 12820 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20485 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 29877 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18206 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45437 members 
Mstep: Class 28 contains 91212 members 
Mstep: Class 29 contains 41550 members 
Mstep: Class 31 contains 9269 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29812 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82273 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66480 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979792.000000 Penalty: 104540.851562
Iteration 198Q: 49 clusters Score -8.597979e+07 nChanged 2743
Entering ConstructFrom: 
Score: -85979792.000000 Penalty: 104540.851562
Entering ConstructFrom: 
Trying to split cluster 1 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -234640.109375 Penalty: 1232.112183
	Iteration 0F: 2 clusters Score -234640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232586.250000 Penalty: 2464.224365
	Iteration 0F: 3 clusters Score -232586.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -233033.234375 Penalty: 2464.224365
	Iteration 1F: 3 clusters Score -233033.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233175.875000 Penalty: 2464.224365
	Iteration 2F: 3 clusters Score -233175.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233273.437500 Penalty: 2464.224365
	Iteration 3F: 3 clusters Score -233273.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -233341.500000 Penalty: 2464.224365
	Iteration 4Q: 3 clusters Score -233341.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233428.937500 Penalty: 2464.224365
	Iteration 5Q: 3 clusters Score -233428.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -233492.343750 Penalty: 2464.224365
	Iteration 6Q: 3 clusters Score -233492.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -233536.734375 Penalty: 2464.224365
	Iteration 7Q: 3 clusters Score -233536.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -233565.781250 Penalty: 2464.224365
	Iteration 8Q: 3 clusters Score -233565.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -233584.500000 Penalty: 2464.224365
	Iteration 9Q: 3 clusters Score -233584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -233596.390625 Penalty: 2464.224365
	Iteration 10Q: 3 clusters Score -233596.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233610.093750 Penalty: 2464.224365
	Iteration 11Q: 3 clusters Score -233610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -233621.640625 Penalty: 2464.224365
	Iteration 12Q: 3 clusters Score -233621.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -233643.703125 Penalty: 2464.224365
	Iteration 13Q: 3 clusters Score -233643.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -233657.828125 Penalty: 2464.224365
	Iteration 14Q: 3 clusters Score -233657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -233664.046875 Penalty: 2464.224365
	Iteration 15Q: 3 clusters Score -233664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233671.453125 Penalty: 2464.224365
	Iteration 16Q: 3 clusters Score -233671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233681.500000 Penalty: 2464.224365
	Iteration 17Q: 3 clusters Score -233681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -233687.765625 Penalty: 2464.224365
	Iteration 18Q: 3 clusters Score -233687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233693.734375 Penalty: 2464.224365
	Iteration 19Q: 3 clusters Score -233693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233698.234375 Penalty: 2464.224365
	Iteration 20F: 3 clusters Score -233698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233706.843750 Penalty: 2464.224365
	Iteration 21Q: 3 clusters Score -233706.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233717.062500 Penalty: 2464.224365
	Iteration 22Q: 3 clusters Score -233717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233721.625000 Penalty: 2464.224365
	Iteration 23Q: 3 clusters Score -233721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233725.421875 Penalty: 2464.224365
	Iteration 24Q: 3 clusters Score -233725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233727.000000 Penalty: 2464.224365
	Iteration 25Q: 3 clusters Score -233727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233732.296875 Penalty: 2464.224365
	Iteration 26Q: 3 clusters Score -233732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233733.484375 Penalty: 2464.224365
	Iteration 27Q: 3 clusters Score -233733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -233734.093750 Penalty: 2464.224365
	Iteration 28Q: 3 clusters Score -233734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -233734.093750 Penalty: 2464.224365
	Iteration 29F: 3 clusters Score -233734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Entering Unmasked Estep 
Score: -4090683.500000 Penalty: 1678.550171
	Iteration 0F: 2 clusters Score -4090684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4070076.250000 Penalty: 3357.100342
	Iteration 0F: 3 clusters Score -4070076 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4077712.250000 Penalty: 3357.100342
	Iteration 1F: 3 clusters Score -4077712 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4077969.000000 Penalty: 3357.100342
	Iteration 2Q: 3 clusters Score -4077969 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4078180.000000 Penalty: 3357.100342
	Iteration 3Q: 3 clusters Score -4078180 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4078416.000000 Penalty: 3357.100342
	Iteration 4Q: 3 clusters Score -4078416 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4078633.250000 Penalty: 3357.100342
	Iteration 5Q: 3 clusters Score -4078633 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4078888.000000 Penalty: 3357.100342
	Iteration 6Q: 3 clusters Score -4078888 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4079196.000000 Penalty: 3357.100342
	Iteration 7Q: 3 clusters Score -4079196 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4079653.500000 Penalty: 3357.100342
	Iteration 8Q: 3 clusters Score -4079654 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4080302.250000 Penalty: 3357.100342
	Iteration 9Q: 3 clusters Score -4080302 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4081219.750000 Penalty: 3357.100342
	Iteration 10Q: 3 clusters Score -4081220 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -4082420.500000 Penalty: 3357.100342
	Iteration 11F: 3 clusters Score -4082420 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4083512.750000 Penalty: 3357.100342
	Iteration 12F: 3 clusters Score -4083513 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4084264.000000 Penalty: 3357.100342
	Iteration 13Q: 3 clusters Score -4084264 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4084732.500000 Penalty: 3357.100342
	Iteration 14Q: 3 clusters Score -4084732 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4084978.750000 Penalty: 3357.100342
	Iteration 15Q: 3 clusters Score -4084979 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -4085151.750000 Penalty: 3357.100342
	Iteration 16Q: 3 clusters Score -4085152 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4085266.000000 Penalty: 3357.100342
	Iteration 17Q: 3 clusters Score -4085266 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4085395.000000 Penalty: 3357.100342
	Iteration 18Q: 3 clusters Score -4085395 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -4085524.750000 Penalty: 3357.100342
	Iteration 19Q: 3 clusters Score -4085525 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4085643.250000 Penalty: 3357.100342
	Iteration 20F: 3 clusters Score -4085643 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4085803.250000 Penalty: 3357.100342
	Iteration 21Q: 3 clusters Score -4085803 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4085945.750000 Penalty: 3357.100342
	Iteration 22Q: 3 clusters Score -4085946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4086096.500000 Penalty: 3357.100342
	Iteration 23Q: 3 clusters Score -4086096 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4086251.250000 Penalty: 3357.100342
	Iteration 24Q: 3 clusters Score -4086251 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4086416.250000 Penalty: 3357.100342
	Iteration 25Q: 3 clusters Score -4086416 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4086604.250000 Penalty: 3357.100342
	Iteration 26Q: 3 clusters Score -4086604 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4086811.500000 Penalty: 3357.100342
	Iteration 27Q: 3 clusters Score -4086812 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4087012.250000 Penalty: 3357.100342
	Iteration 28Q: 3 clusters Score -4087012 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4087243.000000 Penalty: 3357.100342
	Iteration 29Q: 3 clusters Score -4087243 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4087459.750000 Penalty: 3357.100342
	Iteration 30Q: 3 clusters Score -4087460 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4087677.750000 Penalty: 3357.100342
	Iteration 31Q: 3 clusters Score -4087678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4087884.000000 Penalty: 3357.100342
	Iteration 32Q: 3 clusters Score -4087884 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4088064.250000 Penalty: 3357.100342
	Iteration 33Q: 3 clusters Score -4088064 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4088236.000000 Penalty: 3357.100342
	Iteration 34Q: 3 clusters Score -4088236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4088403.250000 Penalty: 3357.100342
	Iteration 35Q: 3 clusters Score -4088403 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4088555.250000 Penalty: 3357.100342
	Iteration 36Q: 3 clusters Score -4088555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4088675.000000 Penalty: 3357.100342
	Iteration 37Q: 3 clusters Score -4088675 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4088773.500000 Penalty: 3357.100342
	Iteration 38Q: 3 clusters Score -4088774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4088850.000000 Penalty: 3357.100342
	Iteration 39Q: 3 clusters Score -4088850 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4088941.000000 Penalty: 3357.100342
	Iteration 40F: 3 clusters Score -4088941 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4089008.750000 Penalty: 3357.100342
	Iteration 41Q: 3 clusters Score -4089009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4089051.500000 Penalty: 3357.100342
	Iteration 42Q: 3 clusters Score -4089052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4089091.250000 Penalty: 3357.100342
	Iteration 43Q: 3 clusters Score -4089091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4089112.500000 Penalty: 3357.100342
	Iteration 44Q: 3 clusters Score -4089112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4089126.750000 Penalty: 3357.100342
	Iteration 45Q: 3 clusters Score -4089127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4089141.250000 Penalty: 3357.100342
	Iteration 46Q: 3 clusters Score -4089141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4089163.500000 Penalty: 3357.100342
	Iteration 47Q: 3 clusters Score -4089164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4089170.000000 Penalty: 3357.100342
	Iteration 48Q: 3 clusters Score -4089170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4089181.500000 Penalty: 3357.100342
	Iteration 49Q: 3 clusters Score -4089182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4089179.750000 Penalty: 3357.100342
	Iteration 50Q: 3 clusters Score -4089180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4089191.750000 Penalty: 3357.100342
	Iteration 51Q: 3 clusters Score -4089192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4089187.750000 Penalty: 3357.100342
	Iteration 52Q: 3 clusters Score -4089188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4089190.000000 Penalty: 3357.100342
	Iteration 53Q: 3 clusters Score -4089190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4089191.500000 Penalty: 3357.100342
	Iteration 54Q: 3 clusters Score -4089192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4089195.250000 Penalty: 3357.100342
	Iteration 55Q: 3 clusters Score -4089195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4089197.500000 Penalty: 3357.100342
	Iteration 56Q: 3 clusters Score -4089198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4089198.750000 Penalty: 3357.100342
	Iteration 57Q: 3 clusters Score -4089199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4089198.500000 Penalty: 3357.100342
	Iteration 58Q: 3 clusters Score -4089198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4089198.250000 Penalty: 3357.100342
	Iteration 59Q: 3 clusters Score -4089198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4089202.500000 Penalty: 3357.100342
	Iteration 60F: 3 clusters Score -4089202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4089200.750000 Penalty: 3357.100342
	Iteration 61Q: 3 clusters Score -4089201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4089201.750000 Penalty: 3357.100342
	Iteration 62Q: 3 clusters Score -4089202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4089206.750000 Penalty: 3357.100342
	Iteration 63Q: 3 clusters Score -4089207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4089210.000000 Penalty: 3357.100342
	Iteration 64Q: 3 clusters Score -4089210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4089210.250000 Penalty: 3357.100342
	Iteration 65Q: 3 clusters Score -4089210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4089215.000000 Penalty: 3357.100342
	Iteration 66Q: 3 clusters Score -4089215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4089214.500000 Penalty: 3357.100342
	Iteration 67Q: 3 clusters Score -4089214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4089214.250000 Penalty: 3357.100342
	Iteration 68Q: 3 clusters Score -4089214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4089218.750000 Penalty: 3357.100342
	Iteration 69Q: 3 clusters Score -4089219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4089221.000000 Penalty: 3357.100342
	Iteration 70Q: 3 clusters Score -4089221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4089222.000000 Penalty: 3357.100342
	Iteration 71Q: 3 clusters Score -4089222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4089220.500000 Penalty: 3357.100342
	Iteration 72Q: 3 clusters Score -4089220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4089223.250000 Penalty: 3357.100342
	Iteration 73Q: 3 clusters Score -4089223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4089223.250000 Penalty: 3357.100342
	Iteration 74F: 3 clusters Score -4089223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11213.317383 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11213.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11372.480469 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11372.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11421.751953 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11421.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11432.405273 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11432.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11434.321289 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11434.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11434.321289 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -11434.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -49844.179688 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -49844.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48975.066406 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -48975.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49142.359375 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -49142.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49212.082031 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -49212.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49284.800781 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -49284.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49400.980469 Penalty: 1916.574951
	Iteration 4F: 3 clusters Score -49400.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49533.171875 Penalty: 1916.574951
	Iteration 5F: 3 clusters Score -49533.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49639.328125 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -49639.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49756.566406 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -49756.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49862.328125 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -49862.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49900.875000 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -49900.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49949.562500 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -49949.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49974.828125 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -49974.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49976.187500 Penalty: 1916.574951
	Iteration 12F: 3 clusters Score -49976.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50008.796875 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -50008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50039.187500 Penalty: 1916.574951
	Iteration 14Q: 3 clusters Score -50039.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50063.878906 Penalty: 1916.574951
	Iteration 15Q: 3 clusters Score -50063.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50095.796875 Penalty: 1916.574951
	Iteration 16Q: 3 clusters Score -50095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50114.976562 Penalty: 1916.574951
	Iteration 17Q: 3 clusters Score -50114.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50127.097656 Penalty: 1916.574951
	Iteration 18Q: 3 clusters Score -50127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50134.015625 Penalty: 1916.574951
	Iteration 19Q: 3 clusters Score -50134.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50146.546875 Penalty: 1916.574951
	Iteration 20F: 3 clusters Score -50146.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50160.054688 Penalty: 1916.574951
	Iteration 21Q: 3 clusters Score -50160.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50193.054688 Penalty: 1916.574951
	Iteration 22Q: 3 clusters Score -50193.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50211.976562 Penalty: 1916.574951
	Iteration 23Q: 3 clusters Score -50211.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50211.976562 Penalty: 1916.574951
	Iteration 24F: 3 clusters Score -50211.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85978792.000000 Penalty: 106718.789062
Splitting cluster 4 changes total score from -85979792.000000 to -85978792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Entering Unmasked Estep 
Score: -2965482.250000 Penalty: 1630.893555
	Iteration 0F: 2 clusters Score -2965482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2949905.750000 Penalty: 3261.787109
	Iteration 0F: 3 clusters Score -2949906 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2955775.500000 Penalty: 3261.787109
	Iteration 1F: 3 clusters Score -2955776 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2956273.500000 Penalty: 3261.787109
	Iteration 2F: 3 clusters Score -2956274 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2956817.250000 Penalty: 3261.787109
	Iteration 3F: 3 clusters Score -2956817 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2957549.250000 Penalty: 3261.787109
	Iteration 4F: 3 clusters Score -2957549 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2958510.500000 Penalty: 3261.787109
	Iteration 5F: 3 clusters Score -2958510 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2959728.750000 Penalty: 3261.787109
	Iteration 6F: 3 clusters Score -2959729 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2961006.250000 Penalty: 3261.787109
	Iteration 7F: 3 clusters Score -2961006 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2962143.000000 Penalty: 3261.787109
	Iteration 8F: 3 clusters Score -2962143 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2962783.500000 Penalty: 3261.787109
	Iteration 9Q: 3 clusters Score -2962784 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2963144.000000 Penalty: 3261.787109
	Iteration 10Q: 3 clusters Score -2963144 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2963309.750000 Penalty: 3261.787109
	Iteration 11Q: 3 clusters Score -2963310 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2963398.250000 Penalty: 3261.787109
	Iteration 12Q: 3 clusters Score -2963398 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2963466.500000 Penalty: 3261.787109
	Iteration 13Q: 3 clusters Score -2963466 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2963506.750000 Penalty: 3261.787109
	Iteration 14Q: 3 clusters Score -2963507 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2963562.000000 Penalty: 3261.787109
	Iteration 15Q: 3 clusters Score -2963562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2963593.750000 Penalty: 3261.787109
	Iteration 16Q: 3 clusters Score -2963594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2963596.500000 Penalty: 3261.787109
	Iteration 17Q: 3 clusters Score -2963596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2963630.000000 Penalty: 3261.787109
	Iteration 18Q: 3 clusters Score -2963630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2963651.500000 Penalty: 3261.787109
	Iteration 19Q: 3 clusters Score -2963652 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2963664.250000 Penalty: 3261.787109
	Iteration 20F: 3 clusters Score -2963664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2963692.250000 Penalty: 3261.787109
	Iteration 21Q: 3 clusters Score -2963692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2963721.500000 Penalty: 3261.787109
	Iteration 22Q: 3 clusters Score -2963722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2963744.500000 Penalty: 3261.787109
	Iteration 23Q: 3 clusters Score -2963744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2963765.500000 Penalty: 3261.787109
	Iteration 24Q: 3 clusters Score -2963766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2963794.500000 Penalty: 3261.787109
	Iteration 25Q: 3 clusters Score -2963794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2963813.500000 Penalty: 3261.787109
	Iteration 26Q: 3 clusters Score -2963814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2963830.000000 Penalty: 3261.787109
	Iteration 27Q: 3 clusters Score -2963830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2963836.000000 Penalty: 3261.787109
	Iteration 28Q: 3 clusters Score -2963836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2963852.750000 Penalty: 3261.787109
	Iteration 29Q: 3 clusters Score -2963853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2963876.500000 Penalty: 3261.787109
	Iteration 30Q: 3 clusters Score -2963876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2963891.750000 Penalty: 3261.787109
	Iteration 31Q: 3 clusters Score -2963892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2963898.750000 Penalty: 3261.787109
	Iteration 32Q: 3 clusters Score -2963899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2963931.000000 Penalty: 3261.787109
	Iteration 33Q: 3 clusters Score -2963931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2963932.500000 Penalty: 3261.787109
	Iteration 34Q: 3 clusters Score -2963932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2963952.750000 Penalty: 3261.787109
	Iteration 35Q: 3 clusters Score -2963953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2963984.000000 Penalty: 3261.787109
	Iteration 36Q: 3 clusters Score -2963984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2964000.250000 Penalty: 3261.787109
	Iteration 37Q: 3 clusters Score -2964000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2964028.500000 Penalty: 3261.787109
	Iteration 38Q: 3 clusters Score -2964028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2964054.500000 Penalty: 3261.787109
	Iteration 39Q: 3 clusters Score -2964054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2964079.750000 Penalty: 3261.787109
	Iteration 40F: 3 clusters Score -2964080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2964118.500000 Penalty: 3261.787109
	Iteration 41Q: 3 clusters Score -2964118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2964133.000000 Penalty: 3261.787109
	Iteration 42Q: 3 clusters Score -2964133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2964147.500000 Penalty: 3261.787109
	Iteration 43Q: 3 clusters Score -2964148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2964159.000000 Penalty: 3261.787109
	Iteration 44Q: 3 clusters Score -2964159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2964176.750000 Penalty: 3261.787109
	Iteration 45Q: 3 clusters Score -2964177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2964202.750000 Penalty: 3261.787109
	Iteration 46Q: 3 clusters Score -2964203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2964215.000000 Penalty: 3261.787109
	Iteration 47Q: 3 clusters Score -2964215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2964230.250000 Penalty: 3261.787109
	Iteration 48Q: 3 clusters Score -2964230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2964237.750000 Penalty: 3261.787109
	Iteration 49Q: 3 clusters Score -2964238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2964257.500000 Penalty: 3261.787109
	Iteration 50Q: 3 clusters Score -2964258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2964261.750000 Penalty: 3261.787109
	Iteration 51Q: 3 clusters Score -2964262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2964263.500000 Penalty: 3261.787109
	Iteration 52Q: 3 clusters Score -2964264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2964272.250000 Penalty: 3261.787109
	Iteration 53Q: 3 clusters Score -2964272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2964285.500000 Penalty: 3261.787109
	Iteration 54Q: 3 clusters Score -2964286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2964291.750000 Penalty: 3261.787109
	Iteration 55Q: 3 clusters Score -2964292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2964298.500000 Penalty: 3261.787109
	Iteration 56Q: 3 clusters Score -2964298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2964304.750000 Penalty: 3261.787109
	Iteration 57Q: 3 clusters Score -2964305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2964311.500000 Penalty: 3261.787109
	Iteration 58Q: 3 clusters Score -2964312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2964319.750000 Penalty: 3261.787109
	Iteration 59Q: 3 clusters Score -2964320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2964328.000000 Penalty: 3261.787109
	Iteration 60F: 3 clusters Score -2964328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2964336.750000 Penalty: 3261.787109
	Iteration 61Q: 3 clusters Score -2964337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2964346.250000 Penalty: 3261.787109
	Iteration 62Q: 3 clusters Score -2964346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2964356.250000 Penalty: 3261.787109
	Iteration 63Q: 3 clusters Score -2964356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2964372.000000 Penalty: 3261.787109
	Iteration 64Q: 3 clusters Score -2964372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2964372.750000 Penalty: 3261.787109
	Iteration 65Q: 3 clusters Score -2964373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2964386.250000 Penalty: 3261.787109
	Iteration 66Q: 3 clusters Score -2964386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2964395.000000 Penalty: 3261.787109
	Iteration 67Q: 3 clusters Score -2964395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2964401.000000 Penalty: 3261.787109
	Iteration 68Q: 3 clusters Score -2964401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2964404.250000 Penalty: 3261.787109
	Iteration 69Q: 3 clusters Score -2964404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2964410.250000 Penalty: 3261.787109
	Iteration 70Q: 3 clusters Score -2964410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2964413.500000 Penalty: 3261.787109
	Iteration 71Q: 3 clusters Score -2964414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2964418.750000 Penalty: 3261.787109
	Iteration 72Q: 3 clusters Score -2964419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2964416.500000 Penalty: 3261.787109
	Iteration 73Q: 3 clusters Score -2964416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2964418.500000 Penalty: 3261.787109
	Iteration 74Q: 3 clusters Score -2964418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2964420.500000 Penalty: 3261.787109
	Iteration 75Q: 3 clusters Score -2964420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2964428.750000 Penalty: 3261.787109
	Iteration 76Q: 3 clusters Score -2964429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2964431.250000 Penalty: 3261.787109
	Iteration 77Q: 3 clusters Score -2964431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2964437.500000 Penalty: 3261.787109
	Iteration 78Q: 3 clusters Score -2964438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2964436.500000 Penalty: 3261.787109
	Iteration 79Q: 3 clusters Score -2964436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2964439.250000 Penalty: 3261.787109
	Iteration 80F: 3 clusters Score -2964439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2964436.500000 Penalty: 3261.787109
	Iteration 81Q: 3 clusters Score -2964436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2964438.000000 Penalty: 3261.787109
	Iteration 82Q: 3 clusters Score -2964438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2964441.000000 Penalty: 3261.787109
	Iteration 83Q: 3 clusters Score -2964441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2964442.250000 Penalty: 3261.787109
	Iteration 84Q: 3 clusters Score -2964442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2964438.000000 Penalty: 3261.787109
	Iteration 85Q: 3 clusters Score -2964438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2964440.000000 Penalty: 3261.787109
	Iteration 86Q: 3 clusters Score -2964440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2964437.750000 Penalty: 3261.787109
	Iteration 87Q: 3 clusters Score -2964438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2964437.000000 Penalty: 3261.787109
	Iteration 88Q: 3 clusters Score -2964437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2964437.000000 Penalty: 3261.787109
	Iteration 89Q: 3 clusters Score -2964437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2964440.500000 Penalty: 3261.787109
	Iteration 90Q: 3 clusters Score -2964440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2964441.750000 Penalty: 3261.787109
	Iteration 91Q: 3 clusters Score -2964442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2964441.750000 Penalty: 3261.787109
	Iteration 92F: 3 clusters Score -2964442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -97900.015625 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -97900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96635.898438 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -96635.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96909.937500 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -96909.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97042.023438 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -97042.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97187.273438 Penalty: 2169.642578
	Iteration 3F: 3 clusters Score -97187.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97304.945312 Penalty: 2169.642578
	Iteration 4F: 3 clusters Score -97304.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97382.156250 Penalty: 2169.642578
	Iteration 5F: 3 clusters Score -97382.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97439.359375 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -97439.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97460.132812 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -97460.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97475.171875 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -97475.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97483.226562 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -97483.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97487.476562 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -97487.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97488.789062 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -97488.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97490.492188 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -97490.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -97491.265625 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -97491.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97492.382812 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -97492.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97492.382812 Penalty: 2169.642578
	Iteration 15F: 3 clusters Score -97492.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52614.671875 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52614.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51545.207031 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51545.21 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51908.390625 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -51908.39 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52142.281250 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52142.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52360.714844 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52360.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52669.242188 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -52669.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52955.250000 Penalty: 2100.991211
	Iteration 5F: 3 clusters Score -52955.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53148.312500 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -53148.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53297.566406 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -53297.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53347.281250 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -53347.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53360.230469 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -53360.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53365.691406 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -53365.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53372.433594 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -53372.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53373.507812 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -53373.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53373.507812 Penalty: 2100.991211
	Iteration 13F: 3 clusters Score -53373.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979264.000000 Penalty: 106718.789062
Splitting cluster 7 changes total score from -85979792.000000 to -85979264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59065.019531 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59065.02 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59368.019531 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59368.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59529.230469 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59529.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59653.664062 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59653.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59733.902344 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -59733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59780.687500 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59780.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59833.343750 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59833.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59890.507812 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59890.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59937.980469 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59937.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59965.015625 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59965.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59968.316406 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59968.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59969.402344 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59974.671875 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -59974.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59974.671875 Penalty: 2079.002197
	Iteration 13F: 3 clusters Score -59974.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Entering Unmasked Estep 
Score: -5723717.000000 Penalty: 1733.413940
	Iteration 0F: 2 clusters Score -5723717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5695088.500000 Penalty: 3466.827881
	Iteration 0F: 3 clusters Score -5695088 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5706711.000000 Penalty: 3466.827881
	Iteration 1F: 3 clusters Score -5706711 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5707385.500000 Penalty: 3466.827881
	Iteration 2Q: 3 clusters Score -5707386 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5708293.500000 Penalty: 3466.827881
	Iteration 3Q: 3 clusters Score -5708294 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5709601.500000 Penalty: 3466.827881
	Iteration 4F: 3 clusters Score -5709602 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5711471.000000 Penalty: 3466.827881
	Iteration 5F: 3 clusters Score -5711471 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5713986.000000 Penalty: 3466.827881
	Iteration 6F: 3 clusters Score -5713986 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5716494.500000 Penalty: 3466.827881
	Iteration 7F: 3 clusters Score -5716494 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5718545.000000 Penalty: 3466.827881
	Iteration 8F: 3 clusters Score -5718545 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5719868.500000 Penalty: 3466.827881
	Iteration 9Q: 3 clusters Score -5719868 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5720793.000000 Penalty: 3466.827881
	Iteration 10Q: 3 clusters Score -5720793 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5721395.500000 Penalty: 3466.827881
	Iteration 11Q: 3 clusters Score -5721396 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5721759.000000 Penalty: 3466.827881
	Iteration 12Q: 3 clusters Score -5721759 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5721983.500000 Penalty: 3466.827881
	Iteration 13Q: 3 clusters Score -5721984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5722089.000000 Penalty: 3466.827881
	Iteration 14Q: 3 clusters Score -5722089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5722137.000000 Penalty: 3466.827881
	Iteration 15Q: 3 clusters Score -5722137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5722177.500000 Penalty: 3466.827881
	Iteration 16Q: 3 clusters Score -5722178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5722212.000000 Penalty: 3466.827881
	Iteration 17Q: 3 clusters Score -5722212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5722234.000000 Penalty: 3466.827881
	Iteration 18Q: 3 clusters Score -5722234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5722238.500000 Penalty: 3466.827881
	Iteration 19Q: 3 clusters Score -5722238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -5722251.000000 Penalty: 3466.827881
	Iteration 20F: 3 clusters Score -5722251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5722252.000000 Penalty: 3466.827881
	Iteration 21Q: 3 clusters Score -5722252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -5722255.500000 Penalty: 3466.827881
	Iteration 22Q: 3 clusters Score -5722256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -5722260.500000 Penalty: 3466.827881
	Iteration 23Q: 3 clusters Score -5722260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5722258.000000 Penalty: 3466.827881
	Iteration 24Q: 3 clusters Score -5722258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5722258.000000 Penalty: 3466.827881
	Iteration 25F: 3 clusters Score -5722258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1675282.375000 Penalty: 1533.887451
	Iteration 0F: 2 clusters Score -1675282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1666449.875000 Penalty: 3067.774902
	Iteration 0F: 3 clusters Score -1666450 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1669490.875000 Penalty: 3067.774902
	Iteration 1F: 3 clusters Score -1669491 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1669823.000000 Penalty: 3067.774902
	Iteration 2F: 3 clusters Score -1669823 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1670161.375000 Penalty: 3067.774902
	Iteration 3F: 3 clusters Score -1670161 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1670522.125000 Penalty: 3067.774902
	Iteration 4F: 3 clusters Score -1670522 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1670920.875000 Penalty: 3067.774902
	Iteration 5Q: 3 clusters Score -1670921 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1671318.375000 Penalty: 3067.774902
	Iteration 6Q: 3 clusters Score -1671318 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1671747.125000 Penalty: 3067.774902
	Iteration 7Q: 3 clusters Score -1671747 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1672180.750000 Penalty: 3067.774902
	Iteration 8Q: 3 clusters Score -1672181 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1672568.625000 Penalty: 3067.774902
	Iteration 9Q: 3 clusters Score -1672569 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1672845.250000 Penalty: 3067.774902
	Iteration 10Q: 3 clusters Score -1672845 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1673086.250000 Penalty: 3067.774902
	Iteration 11Q: 3 clusters Score -1673086 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1673233.625000 Penalty: 3067.774902
	Iteration 12Q: 3 clusters Score -1673234 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1673368.625000 Penalty: 3067.774902
	Iteration 13Q: 3 clusters Score -1673369 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1673474.750000 Penalty: 3067.774902
	Iteration 14Q: 3 clusters Score -1673475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1673548.750000 Penalty: 3067.774902
	Iteration 15Q: 3 clusters Score -1673549 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1673604.625000 Penalty: 3067.774902
	Iteration 16Q: 3 clusters Score -1673605 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1673653.000000 Penalty: 3067.774902
	Iteration 17Q: 3 clusters Score -1673653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1673680.500000 Penalty: 3067.774902
	Iteration 18Q: 3 clusters Score -1673680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1673704.750000 Penalty: 3067.774902
	Iteration 19Q: 3 clusters Score -1673705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1673732.250000 Penalty: 3067.774902
	Iteration 20F: 3 clusters Score -1673732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1673752.625000 Penalty: 3067.774902
	Iteration 21Q: 3 clusters Score -1673753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1673770.750000 Penalty: 3067.774902
	Iteration 22Q: 3 clusters Score -1673771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1673780.000000 Penalty: 3067.774902
	Iteration 23Q: 3 clusters Score -1673780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1673794.750000 Penalty: 3067.774902
	Iteration 24Q: 3 clusters Score -1673795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1673816.625000 Penalty: 3067.774902
	Iteration 25Q: 3 clusters Score -1673817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1673830.250000 Penalty: 3067.774902
	Iteration 26Q: 3 clusters Score -1673830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1673844.875000 Penalty: 3067.774902
	Iteration 27Q: 3 clusters Score -1673845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1673853.625000 Penalty: 3067.774902
	Iteration 28Q: 3 clusters Score -1673854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1673864.375000 Penalty: 3067.774902
	Iteration 29Q: 3 clusters Score -1673864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1673870.375000 Penalty: 3067.774902
	Iteration 30Q: 3 clusters Score -1673870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1673870.750000 Penalty: 3067.774902
	Iteration 31Q: 3 clusters Score -1673871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1673873.375000 Penalty: 3067.774902
	Iteration 32Q: 3 clusters Score -1673873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1673878.875000 Penalty: 3067.774902
	Iteration 33Q: 3 clusters Score -1673879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1673879.125000 Penalty: 3067.774902
	Iteration 34Q: 3 clusters Score -1673879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1673881.250000 Penalty: 3067.774902
	Iteration 35Q: 3 clusters Score -1673881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1673883.500000 Penalty: 3067.774902
	Iteration 36Q: 3 clusters Score -1673884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1673886.250000 Penalty: 3067.774902
	Iteration 37Q: 3 clusters Score -1673886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1673895.500000 Penalty: 3067.774902
	Iteration 38Q: 3 clusters Score -1673896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1673898.000000 Penalty: 3067.774902
	Iteration 39Q: 3 clusters Score -1673898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1673900.250000 Penalty: 3067.774902
	Iteration 40F: 3 clusters Score -1673900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1673906.125000 Penalty: 3067.774902
	Iteration 41Q: 3 clusters Score -1673906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1673907.750000 Penalty: 3067.774902
	Iteration 42Q: 3 clusters Score -1673908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1673910.750000 Penalty: 3067.774902
	Iteration 43Q: 3 clusters Score -1673911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1673917.250000 Penalty: 3067.774902
	Iteration 44Q: 3 clusters Score -1673917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1673920.500000 Penalty: 3067.774902
	Iteration 45Q: 3 clusters Score -1673920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1673925.125000 Penalty: 3067.774902
	Iteration 46Q: 3 clusters Score -1673925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1673923.875000 Penalty: 3067.774902
	Iteration 47Q: 3 clusters Score -1673924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1673926.750000 Penalty: 3067.774902
	Iteration 48Q: 3 clusters Score -1673927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1673929.875000 Penalty: 3067.774902
	Iteration 49Q: 3 clusters Score -1673930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1673930.000000 Penalty: 3067.774902
	Iteration 50Q: 3 clusters Score -1673930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1673932.000000 Penalty: 3067.774902
	Iteration 51Q: 3 clusters Score -1673932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1673932.625000 Penalty: 3067.774902
	Iteration 52Q: 3 clusters Score -1673933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1673935.625000 Penalty: 3067.774902
	Iteration 53Q: 3 clusters Score -1673936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1673939.125000 Penalty: 3067.774902
	Iteration 54Q: 3 clusters Score -1673939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1673940.250000 Penalty: 3067.774902
	Iteration 55Q: 3 clusters Score -1673940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1673941.125000 Penalty: 3067.774902
	Iteration 56Q: 3 clusters Score -1673941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1673944.500000 Penalty: 3067.774902
	Iteration 57Q: 3 clusters Score -1673944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1673944.125000 Penalty: 3067.774902
	Iteration 58Q: 3 clusters Score -1673944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1673951.500000 Penalty: 3067.774902
	Iteration 59Q: 3 clusters Score -1673952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1673956.625000 Penalty: 3067.774902
	Iteration 60F: 3 clusters Score -1673957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1673958.125000 Penalty: 3067.774902
	Iteration 61Q: 3 clusters Score -1673958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1673958.750000 Penalty: 3067.774902
	Iteration 62Q: 3 clusters Score -1673959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1673958.750000 Penalty: 3067.774902
	Iteration 63F: 3 clusters Score -1673959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -256807.828125 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -256807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -254751.875000 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -254751.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255205.156250 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -255205.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -255301.984375 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -255302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255357.859375 Penalty: 2460.058838
	Iteration 3Q: 3 clusters Score -255357.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255390.015625 Penalty: 2460.058838
	Iteration 4Q: 3 clusters Score -255390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -255406.843750 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -255406.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -255422.140625 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -255422.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -255438.093750 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -255438.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -255455.234375 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -255455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -255470.906250 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -255470.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -255487.062500 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -255487.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -255502.062500 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -255502.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -255516.437500 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -255516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255529.640625 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -255529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -255540.875000 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -255540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -255554.109375 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -255554.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255566.406250 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -255566.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -255587.937500 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -255587.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255612.531250 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -255612.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -255637.421875 Penalty: 2460.058838
	Iteration 19Q: 3 clusters Score -255637.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -255664.265625 Penalty: 2460.058838
	Iteration 20F: 3 clusters Score -255664.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -255685.046875 Penalty: 2460.058838
	Iteration 21Q: 3 clusters Score -255685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -255706.000000 Penalty: 2460.058838
	Iteration 22Q: 3 clusters Score -255706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -255724.546875 Penalty: 2460.058838
	Iteration 23Q: 3 clusters Score -255724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -255742.203125 Penalty: 2460.058838
	Iteration 24Q: 3 clusters Score -255742.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -255757.218750 Penalty: 2460.058838
	Iteration 25Q: 3 clusters Score -255757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255768.796875 Penalty: 2460.058838
	Iteration 26Q: 3 clusters Score -255768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -255778.437500 Penalty: 2460.058838
	Iteration 27Q: 3 clusters Score -255778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -255784.484375 Penalty: 2460.058838
	Iteration 28Q: 3 clusters Score -255784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -255789.406250 Penalty: 2460.058838
	Iteration 29Q: 3 clusters Score -255789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -255791.187500 Penalty: 2460.058838
	Iteration 30Q: 3 clusters Score -255791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -255792.859375 Penalty: 2460.058838
	Iteration 31Q: 3 clusters Score -255792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -255794.281250 Penalty: 2460.058838
	Iteration 32Q: 3 clusters Score -255794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -255795.984375 Penalty: 2460.058838
	Iteration 33Q: 3 clusters Score -255796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -255798.234375 Penalty: 2460.058838
	Iteration 34Q: 3 clusters Score -255798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -255799.484375 Penalty: 2460.058838
	Iteration 35Q: 3 clusters Score -255799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255801.156250 Penalty: 2460.058838
	Iteration 36Q: 3 clusters Score -255801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -255801.500000 Penalty: 2460.058838
	Iteration 37Q: 3 clusters Score -255801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255802.265625 Penalty: 2460.058838
	Iteration 38Q: 3 clusters Score -255802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255802.265625 Penalty: 2460.058838
	Iteration 39F: 3 clusters Score -255802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Entering Unmasked Estep 
Score: -2564871.750000 Penalty: 1613.265869
	Iteration 0F: 2 clusters Score -2564872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2550965.000000 Penalty: 3226.531738
	Iteration 0F: 3 clusters Score -2550965 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2555995.500000 Penalty: 3226.531738
	Iteration 1F: 3 clusters Score -2555996 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2556353.000000 Penalty: 3226.531738
	Iteration 2Q: 3 clusters Score -2556353 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2556698.500000 Penalty: 3226.531738
	Iteration 3Q: 3 clusters Score -2556698 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2557128.750000 Penalty: 3226.531738
	Iteration 4Q: 3 clusters Score -2557129 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2557670.750000 Penalty: 3226.531738
	Iteration 5Q: 3 clusters Score -2557671 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2558355.750000 Penalty: 3226.531738
	Iteration 6F: 3 clusters Score -2558356 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2559165.500000 Penalty: 3226.531738
	Iteration 7F: 3 clusters Score -2559166 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2560192.750000 Penalty: 3226.531738
	Iteration 8F: 3 clusters Score -2560193 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2561297.000000 Penalty: 3226.531738
	Iteration 9F: 3 clusters Score -2561297 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2562163.250000 Penalty: 3226.531738
	Iteration 10Q: 3 clusters Score -2562163 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2562712.500000 Penalty: 3226.531738
	Iteration 11Q: 3 clusters Score -2562712 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2563046.750000 Penalty: 3226.531738
	Iteration 12Q: 3 clusters Score -2563047 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2563310.000000 Penalty: 3226.531738
	Iteration 13Q: 3 clusters Score -2563310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2563534.000000 Penalty: 3226.531738
	Iteration 14Q: 3 clusters Score -2563534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2563668.750000 Penalty: 3226.531738
	Iteration 15Q: 3 clusters Score -2563669 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2563770.500000 Penalty: 3226.531738
	Iteration 16Q: 3 clusters Score -2563770 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2563844.750000 Penalty: 3226.531738
	Iteration 17Q: 3 clusters Score -2563845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2563904.500000 Penalty: 3226.531738
	Iteration 18Q: 3 clusters Score -2563904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2563944.500000 Penalty: 3226.531738
	Iteration 19Q: 3 clusters Score -2563944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2563976.500000 Penalty: 3226.531738
	Iteration 20F: 3 clusters Score -2563976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2563995.250000 Penalty: 3226.531738
	Iteration 21Q: 3 clusters Score -2563995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2564015.250000 Penalty: 3226.531738
	Iteration 22Q: 3 clusters Score -2564015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2564034.250000 Penalty: 3226.531738
	Iteration 23Q: 3 clusters Score -2564034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2564062.750000 Penalty: 3226.531738
	Iteration 24Q: 3 clusters Score -2564063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2564073.500000 Penalty: 3226.531738
	Iteration 25Q: 3 clusters Score -2564074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2564089.250000 Penalty: 3226.531738
	Iteration 26Q: 3 clusters Score -2564089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2564105.250000 Penalty: 3226.531738
	Iteration 27Q: 3 clusters Score -2564105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2564113.750000 Penalty: 3226.531738
	Iteration 28Q: 3 clusters Score -2564114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2564126.000000 Penalty: 3226.531738
	Iteration 29Q: 3 clusters Score -2564126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2564131.500000 Penalty: 3226.531738
	Iteration 30Q: 3 clusters Score -2564132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2564140.500000 Penalty: 3226.531738
	Iteration 31Q: 3 clusters Score -2564140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2564150.500000 Penalty: 3226.531738
	Iteration 32Q: 3 clusters Score -2564150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2564151.000000 Penalty: 3226.531738
	Iteration 33Q: 3 clusters Score -2564151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2564167.000000 Penalty: 3226.531738
	Iteration 34Q: 3 clusters Score -2564167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2564167.250000 Penalty: 3226.531738
	Iteration 35Q: 3 clusters Score -2564167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2564164.250000 Penalty: 3226.531738
	Iteration 36Q: 3 clusters Score -2564164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2564167.250000 Penalty: 3226.531738
	Iteration 37Q: 3 clusters Score -2564167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2564166.750000 Penalty: 3226.531738
	Iteration 38Q: 3 clusters Score -2564167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2564174.000000 Penalty: 3226.531738
	Iteration 39Q: 3 clusters Score -2564174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2564174.500000 Penalty: 3226.531738
	Iteration 40F: 3 clusters Score -2564174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2564174.000000 Penalty: 3226.531738
	Iteration 41Q: 3 clusters Score -2564174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2564176.500000 Penalty: 3226.531738
	Iteration 42Q: 3 clusters Score -2564176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2564175.000000 Penalty: 3226.531738
	Iteration 43Q: 3 clusters Score -2564175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2564175.750000 Penalty: 3226.531738
	Iteration 44Q: 3 clusters Score -2564176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2564177.000000 Penalty: 3226.531738
	Iteration 45Q: 3 clusters Score -2564177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2564178.250000 Penalty: 3226.531738
	Iteration 46Q: 3 clusters Score -2564178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2564179.250000 Penalty: 3226.531738
	Iteration 47Q: 3 clusters Score -2564179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2564179.750000 Penalty: 3226.531738
	Iteration 48Q: 3 clusters Score -2564180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2564180.250000 Penalty: 3226.531738
	Iteration 49Q: 3 clusters Score -2564180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2564178.000000 Penalty: 3226.531738
	Iteration 50Q: 3 clusters Score -2564178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2564178.000000 Penalty: 3226.531738
	Iteration 51F: 3 clusters Score -2564178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13298.005859 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -13298.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12588.692383 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -12588.69 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12800.636719 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -12800.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12913.082031 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -12913.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13029.124023 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -13029.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13091.237305 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -13091.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13126.014648 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -13126.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13127.820312 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -13127.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13127.820312 Penalty: 1821.885620
	Iteration 7F: 3 clusters Score -13127.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -116494.023438 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -116494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115089.085938 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -115089.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115403.414062 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -115403.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115563.757812 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -115563.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115701.617188 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -115701.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115855.328125 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -115855.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -115965.359375 Penalty: 2239.447998
	Iteration 5F: 3 clusters Score -115965.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -116033.468750 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -116033.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116079.039062 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -116079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116109.437500 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -116109.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116118.179688 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -116118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116133.851562 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -116133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116141.679688 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -116141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116147.593750 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -116147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116151.710938 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -116151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116156.023438 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -116156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116163.359375 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -116163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116166.843750 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -116166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116169.015625 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -116169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116169.929688 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -116169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116171.320312 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -116171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116171.320312 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -116171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Entering Unmasked Estep 
Score: -4036025.000000 Penalty: 1675.534790
	Iteration 0F: 2 clusters Score -4036025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4015783.000000 Penalty: 3351.069580
	Iteration 0F: 3 clusters Score -4015783 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4023519.000000 Penalty: 3351.069580
	Iteration 1F: 3 clusters Score -4023519 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4023917.250000 Penalty: 3351.069580
	Iteration 2Q: 3 clusters Score -4023917 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4024330.000000 Penalty: 3351.069580
	Iteration 3Q: 3 clusters Score -4024330 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4024873.500000 Penalty: 3351.069580
	Iteration 4Q: 3 clusters Score -4024874 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4025566.000000 Penalty: 3351.069580
	Iteration 5F: 3 clusters Score -4025566 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4026495.000000 Penalty: 3351.069580
	Iteration 6F: 3 clusters Score -4026495 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4027690.500000 Penalty: 3351.069580
	Iteration 7F: 3 clusters Score -4027690 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4029049.750000 Penalty: 3351.069580
	Iteration 8F: 3 clusters Score -4029050 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4030534.000000 Penalty: 3351.069580
	Iteration 9F: 3 clusters Score -4030534 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -4031874.750000 Penalty: 3351.069580
	Iteration 10F: 3 clusters Score -4031875 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4032942.000000 Penalty: 3351.069580
	Iteration 11Q: 3 clusters Score -4032942 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4033641.000000 Penalty: 3351.069580
	Iteration 12Q: 3 clusters Score -4033641 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4034044.750000 Penalty: 3351.069580
	Iteration 13Q: 3 clusters Score -4034045 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4034256.000000 Penalty: 3351.069580
	Iteration 14Q: 3 clusters Score -4034256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4034377.750000 Penalty: 3351.069580
	Iteration 15Q: 3 clusters Score -4034378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4034436.500000 Penalty: 3351.069580
	Iteration 16Q: 3 clusters Score -4034436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4034476.500000 Penalty: 3351.069580
	Iteration 17Q: 3 clusters Score -4034476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4034498.500000 Penalty: 3351.069580
	Iteration 18Q: 3 clusters Score -4034498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4034503.500000 Penalty: 3351.069580
	Iteration 19Q: 3 clusters Score -4034504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4034520.750000 Penalty: 3351.069580
	Iteration 20F: 3 clusters Score -4034521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4034528.000000 Penalty: 3351.069580
	Iteration 21Q: 3 clusters Score -4034528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4034543.000000 Penalty: 3351.069580
	Iteration 22Q: 3 clusters Score -4034543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4034552.250000 Penalty: 3351.069580
	Iteration 23Q: 3 clusters Score -4034552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4034560.250000 Penalty: 3351.069580
	Iteration 24Q: 3 clusters Score -4034560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4034566.000000 Penalty: 3351.069580
	Iteration 25Q: 3 clusters Score -4034566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4034567.750000 Penalty: 3351.069580
	Iteration 26Q: 3 clusters Score -4034568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -4034578.000000 Penalty: 3351.069580
	Iteration 27Q: 3 clusters Score -4034578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4034580.000000 Penalty: 3351.069580
	Iteration 28Q: 3 clusters Score -4034580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4034582.500000 Penalty: 3351.069580
	Iteration 29Q: 3 clusters Score -4034582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4034585.500000 Penalty: 3351.069580
	Iteration 30Q: 3 clusters Score -4034586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4034586.250000 Penalty: 3351.069580
	Iteration 31Q: 3 clusters Score -4034586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4034587.500000 Penalty: 3351.069580
	Iteration 32Q: 3 clusters Score -4034588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4034587.500000 Penalty: 3351.069580
	Iteration 33F: 3 clusters Score -4034588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66180.742188 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66180.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66503.835938 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66503.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66629.710938 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66629.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66745.289062 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66745.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66891.250000 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -66891.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66984.796875 Penalty: 2085.437988
	Iteration 5F: 3 clusters Score -66984.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67031.648438 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67031.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67070.953125 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67070.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67090.664062 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -67090.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67109.453125 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -67109.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67114.578125 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -67114.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67118.070312 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -67118.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67119.148438 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -67119.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67120.593750 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -67120.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67120.593750 Penalty: 2085.437988
	Iteration 14F: 3 clusters Score -67120.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -262678.093750 Penalty: 1242.532471
	Iteration 0F: 2 clusters Score -262678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -260561.531250 Penalty: 2485.064941
	Iteration 0F: 3 clusters Score -260561.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261070.515625 Penalty: 2485.064941
	Iteration 1F: 3 clusters Score -261070.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261210.296875 Penalty: 2485.064941
	Iteration 2F: 3 clusters Score -261210.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -261301.218750 Penalty: 2485.064941
	Iteration 3F: 3 clusters Score -261301.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261353.156250 Penalty: 2485.064941
	Iteration 4Q: 3 clusters Score -261353.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261419.593750 Penalty: 2485.064941
	Iteration 5Q: 3 clusters Score -261419.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -261479.609375 Penalty: 2485.064941
	Iteration 6Q: 3 clusters Score -261479.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261538.296875 Penalty: 2485.064941
	Iteration 7Q: 3 clusters Score -261538.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261576.796875 Penalty: 2485.064941
	Iteration 8Q: 3 clusters Score -261576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -261607.000000 Penalty: 2485.064941
	Iteration 9Q: 3 clusters Score -261607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261636.687500 Penalty: 2485.064941
	Iteration 10Q: 3 clusters Score -261636.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -261665.375000 Penalty: 2485.064941
	Iteration 11Q: 3 clusters Score -261665.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261686.828125 Penalty: 2485.064941
	Iteration 12Q: 3 clusters Score -261686.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -261705.203125 Penalty: 2485.064941
	Iteration 13Q: 3 clusters Score -261705.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261727.234375 Penalty: 2485.064941
	Iteration 14Q: 3 clusters Score -261727.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261741.484375 Penalty: 2485.064941
	Iteration 15Q: 3 clusters Score -261741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261753.937500 Penalty: 2485.064941
	Iteration 16Q: 3 clusters Score -261753.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -261768.578125 Penalty: 2485.064941
	Iteration 17Q: 3 clusters Score -261768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -261776.765625 Penalty: 2485.064941
	Iteration 18Q: 3 clusters Score -261776.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -261786.265625 Penalty: 2485.064941
	Iteration 19Q: 3 clusters Score -261786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261792.281250 Penalty: 2485.064941
	Iteration 20F: 3 clusters Score -261792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -261795.890625 Penalty: 2485.064941
	Iteration 21Q: 3 clusters Score -261795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -261798.000000 Penalty: 2485.064941
	Iteration 22Q: 3 clusters Score -261798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261799.656250 Penalty: 2485.064941
	Iteration 23Q: 3 clusters Score -261799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261801.390625 Penalty: 2485.064941
	Iteration 24Q: 3 clusters Score -261801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261803.390625 Penalty: 2485.064941
	Iteration 25Q: 3 clusters Score -261803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -261805.625000 Penalty: 2485.064941
	Iteration 26Q: 3 clusters Score -261805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261807.750000 Penalty: 2485.064941
	Iteration 27Q: 3 clusters Score -261807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261808.109375 Penalty: 2485.064941
	Iteration 28Q: 3 clusters Score -261808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261808.109375 Penalty: 2485.064941
	Iteration 29F: 3 clusters Score -261808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Entering Unmasked Estep 
Score: -1510805.875000 Penalty: 1523.176514
	Iteration 0F: 2 clusters Score -1510806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1502513.625000 Penalty: 3046.353027
	Iteration 0F: 3 clusters Score -1502514 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1505417.500000 Penalty: 3046.353027
	Iteration 1F: 3 clusters Score -1505418 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1505845.250000 Penalty: 3046.353027
	Iteration 2F: 3 clusters Score -1505845 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1506218.250000 Penalty: 3046.353027
	Iteration 3F: 3 clusters Score -1506218 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1506557.375000 Penalty: 3046.353027
	Iteration 4F: 3 clusters Score -1506557 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1506820.125000 Penalty: 3046.353027
	Iteration 5Q: 3 clusters Score -1506820 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1507067.250000 Penalty: 3046.353027
	Iteration 6Q: 3 clusters Score -1507067 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1507286.750000 Penalty: 3046.353027
	Iteration 7Q: 3 clusters Score -1507287 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1507500.500000 Penalty: 3046.353027
	Iteration 8Q: 3 clusters Score -1507500 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1507714.500000 Penalty: 3046.353027
	Iteration 9Q: 3 clusters Score -1507714 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1507926.125000 Penalty: 3046.353027
	Iteration 10Q: 3 clusters Score -1507926 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1508154.250000 Penalty: 3046.353027
	Iteration 11Q: 3 clusters Score -1508154 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1508377.875000 Penalty: 3046.353027
	Iteration 12Q: 3 clusters Score -1508378 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1508588.125000 Penalty: 3046.353027
	Iteration 13Q: 3 clusters Score -1508588 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1508769.250000 Penalty: 3046.353027
	Iteration 14Q: 3 clusters Score -1508769 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1508932.750000 Penalty: 3046.353027
	Iteration 15Q: 3 clusters Score -1508933 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1509090.500000 Penalty: 3046.353027
	Iteration 16Q: 3 clusters Score -1509090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1509234.250000 Penalty: 3046.353027
	Iteration 17Q: 3 clusters Score -1509234 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1509358.000000 Penalty: 3046.353027
	Iteration 18Q: 3 clusters Score -1509358 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1509487.375000 Penalty: 3046.353027
	Iteration 19Q: 3 clusters Score -1509487 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1509646.000000 Penalty: 3046.353027
	Iteration 20F: 3 clusters Score -1509646 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1509799.500000 Penalty: 3046.353027
	Iteration 21Q: 3 clusters Score -1509800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1509942.500000 Penalty: 3046.353027
	Iteration 22Q: 3 clusters Score -1509942 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1510063.125000 Penalty: 3046.353027
	Iteration 23Q: 3 clusters Score -1510063 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1510168.875000 Penalty: 3046.353027
	Iteration 24Q: 3 clusters Score -1510169 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1510241.500000 Penalty: 3046.353027
	Iteration 25Q: 3 clusters Score -1510242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1510288.250000 Penalty: 3046.353027
	Iteration 26Q: 3 clusters Score -1510288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1510324.000000 Penalty: 3046.353027
	Iteration 27Q: 3 clusters Score -1510324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1510346.625000 Penalty: 3046.353027
	Iteration 28Q: 3 clusters Score -1510347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1510368.875000 Penalty: 3046.353027
	Iteration 29Q: 3 clusters Score -1510369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1510387.500000 Penalty: 3046.353027
	Iteration 30Q: 3 clusters Score -1510388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1510405.125000 Penalty: 3046.353027
	Iteration 31Q: 3 clusters Score -1510405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1510413.375000 Penalty: 3046.353027
	Iteration 32Q: 3 clusters Score -1510413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1510426.125000 Penalty: 3046.353027
	Iteration 33Q: 3 clusters Score -1510426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1510425.625000 Penalty: 3046.353027
	Iteration 34Q: 3 clusters Score -1510426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1510431.000000 Penalty: 3046.353027
	Iteration 35Q: 3 clusters Score -1510431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1510431.125000 Penalty: 3046.353027
	Iteration 36Q: 3 clusters Score -1510431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1510437.250000 Penalty: 3046.353027
	Iteration 37Q: 3 clusters Score -1510437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1510436.250000 Penalty: 3046.353027
	Iteration 38Q: 3 clusters Score -1510436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1510435.125000 Penalty: 3046.353027
	Iteration 39Q: 3 clusters Score -1510435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1510437.750000 Penalty: 3046.353027
	Iteration 40F: 3 clusters Score -1510438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1510436.500000 Penalty: 3046.353027
	Iteration 41Q: 3 clusters Score -1510436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1510440.500000 Penalty: 3046.353027
	Iteration 42Q: 3 clusters Score -1510440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1510443.875000 Penalty: 3046.353027
	Iteration 43Q: 3 clusters Score -1510444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1510446.125000 Penalty: 3046.353027
	Iteration 44Q: 3 clusters Score -1510446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1510447.750000 Penalty: 3046.353027
	Iteration 45Q: 3 clusters Score -1510448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1510448.125000 Penalty: 3046.353027
	Iteration 46Q: 3 clusters Score -1510448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1510450.375000 Penalty: 3046.353027
	Iteration 47Q: 3 clusters Score -1510450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1510450.875000 Penalty: 3046.353027
	Iteration 48Q: 3 clusters Score -1510451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1510451.625000 Penalty: 3046.353027
	Iteration 49Q: 3 clusters Score -1510452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1510453.125000 Penalty: 3046.353027
	Iteration 50Q: 3 clusters Score -1510453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1510457.125000 Penalty: 3046.353027
	Iteration 51Q: 3 clusters Score -1510457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1510456.000000 Penalty: 3046.353027
	Iteration 52Q: 3 clusters Score -1510456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1510458.750000 Penalty: 3046.353027
	Iteration 53Q: 3 clusters Score -1510459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1510459.000000 Penalty: 3046.353027
	Iteration 54Q: 3 clusters Score -1510459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1510465.000000 Penalty: 3046.353027
	Iteration 55Q: 3 clusters Score -1510465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1510463.875000 Penalty: 3046.353027
	Iteration 56Q: 3 clusters Score -1510464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1510464.500000 Penalty: 3046.353027
	Iteration 57Q: 3 clusters Score -1510464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1510464.375000 Penalty: 3046.353027
	Iteration 58Q: 3 clusters Score -1510464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1510466.375000 Penalty: 3046.353027
	Iteration 59Q: 3 clusters Score -1510466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1510465.750000 Penalty: 3046.353027
	Iteration 60F: 3 clusters Score -1510466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1510466.250000 Penalty: 3046.353027
	Iteration 61Q: 3 clusters Score -1510466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1510469.375000 Penalty: 3046.353027
	Iteration 62Q: 3 clusters Score -1510469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1510468.875000 Penalty: 3046.353027
	Iteration 63Q: 3 clusters Score -1510469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1510465.625000 Penalty: 3046.353027
	Iteration 64Q: 3 clusters Score -1510466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1510469.625000 Penalty: 3046.353027
	Iteration 65Q: 3 clusters Score -1510470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1510470.250000 Penalty: 3046.353027
	Iteration 66Q: 3 clusters Score -1510470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1510467.500000 Penalty: 3046.353027
	Iteration 67Q: 3 clusters Score -1510468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1510468.750000 Penalty: 3046.353027
	Iteration 68Q: 3 clusters Score -1510469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1510470.625000 Penalty: 3046.353027
	Iteration 69Q: 3 clusters Score -1510471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1510473.125000 Penalty: 3046.353027
	Iteration 70Q: 3 clusters Score -1510473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1510471.750000 Penalty: 3046.353027
	Iteration 71Q: 3 clusters Score -1510472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1510475.125000 Penalty: 3046.353027
	Iteration 72Q: 3 clusters Score -1510475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1510475.875000 Penalty: 3046.353027
	Iteration 73Q: 3 clusters Score -1510476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1510475.875000 Penalty: 3046.353027
	Iteration 74Q: 3 clusters Score -1510476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1510475.125000 Penalty: 3046.353027
	Iteration 75Q: 3 clusters Score -1510475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1510475.250000 Penalty: 3046.353027
	Iteration 76Q: 3 clusters Score -1510475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1510473.750000 Penalty: 3046.353027
	Iteration 77Q: 3 clusters Score -1510474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1510473.875000 Penalty: 3046.353027
	Iteration 78Q: 3 clusters Score -1510474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1510478.750000 Penalty: 3046.353027
	Iteration 79Q: 3 clusters Score -1510479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1510478.125000 Penalty: 3046.353027
	Iteration 80F: 3 clusters Score -1510478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1510477.625000 Penalty: 3046.353027
	Iteration 81Q: 3 clusters Score -1510478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1510478.000000 Penalty: 3046.353027
	Iteration 82Q: 3 clusters Score -1510478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1510478.375000 Penalty: 3046.353027
	Iteration 83Q: 3 clusters Score -1510478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1510474.500000 Penalty: 3046.353027
	Iteration 84Q: 3 clusters Score -1510474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1510475.750000 Penalty: 3046.353027
	Iteration 85Q: 3 clusters Score -1510476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1510476.875000 Penalty: 3046.353027
	Iteration 86Q: 3 clusters Score -1510477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1510477.125000 Penalty: 3046.353027
	Iteration 87Q: 3 clusters Score -1510477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1510476.375000 Penalty: 3046.353027
	Iteration 88Q: 3 clusters Score -1510476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1510476.375000 Penalty: 3046.353027
	Iteration 89F: 3 clusters Score -1510476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12852.929688 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12852.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13196.921875 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13196.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13431.713867 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13431.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13508.588867 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13508.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13572.810547 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13572.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13599.573242 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13599.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13614.540039 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13614.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13615.318359 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -13615.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13633.713867 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13633.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13633.713867 Penalty: 1858.033936
	Iteration 9F: 3 clusters Score -13633.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85978504.000000 Penalty: 106718.789062
Splitting cluster 19 changes total score from -85979792.000000 to -85978504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25085.080078 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25085.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25196.273438 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25196.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25231.183594 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -25231.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25237.771484 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25237.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25244.308594 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25244.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25249.449219 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25249.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25255.166016 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25255.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25263.949219 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -25263.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25265.888672 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -25265.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25267.068359 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -25267.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25273.589844 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -25273.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25286.394531 Penalty: 1770.189575
	Iteration 11Q: 3 clusters Score -25286.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25288.408203 Penalty: 1770.189575
	Iteration 12Q: 3 clusters Score -25288.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25290.703125 Penalty: 1770.189575
	Iteration 13Q: 3 clusters Score -25290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25292.031250 Penalty: 1770.189575
	Iteration 14Q: 3 clusters Score -25292.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25292.031250 Penalty: 1770.189575
	Iteration 15F: 3 clusters Score -25292.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -648581.437500 Penalty: 1383.555664
	Iteration 0F: 2 clusters Score -648581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -644584.625000 Penalty: 2767.111328
	Iteration 0F: 3 clusters Score -644584.6 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -645680.187500 Penalty: 2767.111328
	Iteration 1F: 3 clusters Score -645680.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -645856.562500 Penalty: 2767.111328
	Iteration 2F: 3 clusters Score -645856.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -645968.750000 Penalty: 2767.111328
	Iteration 3F: 3 clusters Score -645968.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -646061.937500 Penalty: 2767.111328
	Iteration 4Q: 3 clusters Score -646061.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -646146.875000 Penalty: 2767.111328
	Iteration 5Q: 3 clusters Score -646146.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -646229.937500 Penalty: 2767.111328
	Iteration 6Q: 3 clusters Score -646229.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -646306.437500 Penalty: 2767.111328
	Iteration 7Q: 3 clusters Score -646306.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -646394.562500 Penalty: 2767.111328
	Iteration 8Q: 3 clusters Score -646394.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -646482.562500 Penalty: 2767.111328
	Iteration 9Q: 3 clusters Score -646482.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -646569.375000 Penalty: 2767.111328
	Iteration 10Q: 3 clusters Score -646569.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -646662.437500 Penalty: 2767.111328
	Iteration 11Q: 3 clusters Score -646662.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -646756.937500 Penalty: 2767.111328
	Iteration 12Q: 3 clusters Score -646756.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -646853.812500 Penalty: 2767.111328
	Iteration 13Q: 3 clusters Score -646853.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -646959.562500 Penalty: 2767.111328
	Iteration 14Q: 3 clusters Score -646959.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -647055.187500 Penalty: 2767.111328
	Iteration 15Q: 3 clusters Score -647055.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -647143.000000 Penalty: 2767.111328
	Iteration 16Q: 3 clusters Score -647143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -647217.062500 Penalty: 2767.111328
	Iteration 17Q: 3 clusters Score -647217.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -647291.437500 Penalty: 2767.111328
	Iteration 18Q: 3 clusters Score -647291.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -647351.562500 Penalty: 2767.111328
	Iteration 19Q: 3 clusters Score -647351.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -647399.625000 Penalty: 2767.111328
	Iteration 20F: 3 clusters Score -647399.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -647452.312500 Penalty: 2767.111328
	Iteration 21Q: 3 clusters Score -647452.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -647490.875000 Penalty: 2767.111328
	Iteration 22Q: 3 clusters Score -647490.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -647526.125000 Penalty: 2767.111328
	Iteration 23Q: 3 clusters Score -647526.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -647548.937500 Penalty: 2767.111328
	Iteration 24Q: 3 clusters Score -647548.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -647579.000000 Penalty: 2767.111328
	Iteration 25Q: 3 clusters Score -647579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -647597.250000 Penalty: 2767.111328
	Iteration 26Q: 3 clusters Score -647597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -647606.250000 Penalty: 2767.111328
	Iteration 27Q: 3 clusters Score -647606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -647612.250000 Penalty: 2767.111328
	Iteration 28Q: 3 clusters Score -647612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -647615.875000 Penalty: 2767.111328
	Iteration 29Q: 3 clusters Score -647615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -647620.375000 Penalty: 2767.111328
	Iteration 30Q: 3 clusters Score -647620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -647619.937500 Penalty: 2767.111328
	Iteration 31Q: 3 clusters Score -647619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -647619.937500 Penalty: 2767.111328
	Iteration 32F: 3 clusters Score -647619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -2369020.750000 Penalty: 1594.017944
	Iteration 0F: 2 clusters Score -2369021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2356560.250000 Penalty: 3188.035889
	Iteration 0F: 3 clusters Score -2356560 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2360863.750000 Penalty: 3188.035889
	Iteration 1F: 3 clusters Score -2360864 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2361129.750000 Penalty: 3188.035889
	Iteration 2Q: 3 clusters Score -2361130 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2361357.250000 Penalty: 3188.035889
	Iteration 3Q: 3 clusters Score -2361357 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2361590.500000 Penalty: 3188.035889
	Iteration 4Q: 3 clusters Score -2361590 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2361851.500000 Penalty: 3188.035889
	Iteration 5Q: 3 clusters Score -2361852 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2362152.000000 Penalty: 3188.035889
	Iteration 6Q: 3 clusters Score -2362152 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2362463.000000 Penalty: 3188.035889
	Iteration 7Q: 3 clusters Score -2362463 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2362752.250000 Penalty: 3188.035889
	Iteration 8Q: 3 clusters Score -2362752 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2363083.500000 Penalty: 3188.035889
	Iteration 9Q: 3 clusters Score -2363084 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2363443.250000 Penalty: 3188.035889
	Iteration 10Q: 3 clusters Score -2363443 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2363839.000000 Penalty: 3188.035889
	Iteration 11Q: 3 clusters Score -2363839 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2364178.250000 Penalty: 3188.035889
	Iteration 12Q: 3 clusters Score -2364178 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2364512.000000 Penalty: 3188.035889
	Iteration 13Q: 3 clusters Score -2364512 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2364825.250000 Penalty: 3188.035889
	Iteration 14Q: 3 clusters Score -2364825 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2365067.250000 Penalty: 3188.035889
	Iteration 15Q: 3 clusters Score -2365067 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2365229.250000 Penalty: 3188.035889
	Iteration 16Q: 3 clusters Score -2365229 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2365352.500000 Penalty: 3188.035889
	Iteration 17Q: 3 clusters Score -2365352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2365459.500000 Penalty: 3188.035889
	Iteration 18Q: 3 clusters Score -2365460 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2365579.000000 Penalty: 3188.035889
	Iteration 19Q: 3 clusters Score -2365579 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2365739.750000 Penalty: 3188.035889
	Iteration 20F: 3 clusters Score -2365740 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2365928.250000 Penalty: 3188.035889
	Iteration 21Q: 3 clusters Score -2365928 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2366155.000000 Penalty: 3188.035889
	Iteration 22Q: 3 clusters Score -2366155 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2366402.250000 Penalty: 3188.035889
	Iteration 23Q: 3 clusters Score -2366402 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2366695.250000 Penalty: 3188.035889
	Iteration 24Q: 3 clusters Score -2366695 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2366968.750000 Penalty: 3188.035889
	Iteration 25Q: 3 clusters Score -2366969 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2367223.250000 Penalty: 3188.035889
	Iteration 26Q: 3 clusters Score -2367223 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2367403.250000 Penalty: 3188.035889
	Iteration 27Q: 3 clusters Score -2367403 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2367511.500000 Penalty: 3188.035889
	Iteration 28Q: 3 clusters Score -2367512 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2367594.750000 Penalty: 3188.035889
	Iteration 29Q: 3 clusters Score -2367595 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2367649.250000 Penalty: 3188.035889
	Iteration 30Q: 3 clusters Score -2367649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2367685.000000 Penalty: 3188.035889
	Iteration 31Q: 3 clusters Score -2367685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2367713.500000 Penalty: 3188.035889
	Iteration 32Q: 3 clusters Score -2367714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2367738.750000 Penalty: 3188.035889
	Iteration 33Q: 3 clusters Score -2367739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2367756.750000 Penalty: 3188.035889
	Iteration 34Q: 3 clusters Score -2367757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2367766.750000 Penalty: 3188.035889
	Iteration 35Q: 3 clusters Score -2367767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2367777.000000 Penalty: 3188.035889
	Iteration 36Q: 3 clusters Score -2367777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2367782.000000 Penalty: 3188.035889
	Iteration 37Q: 3 clusters Score -2367782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2367786.750000 Penalty: 3188.035889
	Iteration 38Q: 3 clusters Score -2367787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2367795.500000 Penalty: 3188.035889
	Iteration 39Q: 3 clusters Score -2367796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2367799.250000 Penalty: 3188.035889
	Iteration 40F: 3 clusters Score -2367799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2367802.500000 Penalty: 3188.035889
	Iteration 41Q: 3 clusters Score -2367802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2367810.250000 Penalty: 3188.035889
	Iteration 42Q: 3 clusters Score -2367810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2367811.000000 Penalty: 3188.035889
	Iteration 43Q: 3 clusters Score -2367811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2367809.750000 Penalty: 3188.035889
	Iteration 44Q: 3 clusters Score -2367810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2367812.750000 Penalty: 3188.035889
	Iteration 45Q: 3 clusters Score -2367813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2367819.000000 Penalty: 3188.035889
	Iteration 46Q: 3 clusters Score -2367819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2367817.000000 Penalty: 3188.035889
	Iteration 47Q: 3 clusters Score -2367817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2367819.000000 Penalty: 3188.035889
	Iteration 48Q: 3 clusters Score -2367819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2367819.000000 Penalty: 3188.035889
	Iteration 49F: 3 clusters Score -2367819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Entering Unmasked Estep 
Score: -2586287.250000 Penalty: 1572.037109
	Iteration 0F: 2 clusters Score -2586287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2575222.250000 Penalty: 3144.074219
	Iteration 0F: 3 clusters Score -2575222 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2579187.500000 Penalty: 3144.074219
	Iteration 1F: 3 clusters Score -2579188 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2579500.500000 Penalty: 3144.074219
	Iteration 2F: 3 clusters Score -2579500 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2579771.250000 Penalty: 3144.074219
	Iteration 3Q: 3 clusters Score -2579771 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2580061.250000 Penalty: 3144.074219
	Iteration 4Q: 3 clusters Score -2580061 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2580358.000000 Penalty: 3144.074219
	Iteration 5Q: 3 clusters Score -2580358 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2580719.500000 Penalty: 3144.074219
	Iteration 6Q: 3 clusters Score -2580720 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2581211.250000 Penalty: 3144.074219
	Iteration 7Q: 3 clusters Score -2581211 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2581946.000000 Penalty: 3144.074219
	Iteration 8F: 3 clusters Score -2581946 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2582931.000000 Penalty: 3144.074219
	Iteration 9F: 3 clusters Score -2582931 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2584080.750000 Penalty: 3144.074219
	Iteration 10F: 3 clusters Score -2584081 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2585257.250000 Penalty: 3144.074219
	Iteration 11F: 3 clusters Score -2585257 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2585929.250000 Penalty: 3144.074219
	Iteration 12Q: 3 clusters Score -2585929 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2586172.500000 Penalty: 3144.074219
	Iteration 13Q: 3 clusters Score -2586172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2586285.500000 Penalty: 3144.074219
	Iteration 14Q: 3 clusters Score -2586286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2586346.000000 Penalty: 3144.074219
	Iteration 15Q: 3 clusters Score -2586346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2586394.750000 Penalty: 3144.074219
	Iteration 16Q: 3 clusters Score -2586395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2586418.250000 Penalty: 3144.074219
	Iteration 17Q: 3 clusters Score -2586418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2586439.000000 Penalty: 3144.074219
	Iteration 18Q: 3 clusters Score -2586439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2586446.500000 Penalty: 3144.074219
	Iteration 19Q: 3 clusters Score -2586446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2586450.500000 Penalty: 3144.074219
	Iteration 20F: 3 clusters Score -2586450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2586456.000000 Penalty: 3144.074219
	Iteration 21Q: 3 clusters Score -2586456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2586456.500000 Penalty: 3144.074219
	Iteration 22Q: 3 clusters Score -2586456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2586459.000000 Penalty: 3144.074219
	Iteration 23Q: 3 clusters Score -2586459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2586460.000000 Penalty: 3144.074219
	Iteration 24Q: 3 clusters Score -2586460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2586462.000000 Penalty: 3144.074219
	Iteration 25Q: 3 clusters Score -2586462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2586465.250000 Penalty: 3144.074219
	Iteration 26Q: 3 clusters Score -2586465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2586466.000000 Penalty: 3144.074219
	Iteration 27Q: 3 clusters Score -2586466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2586465.750000 Penalty: 3144.074219
	Iteration 28Q: 3 clusters Score -2586466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2586463.750000 Penalty: 3144.074219
	Iteration 29Q: 3 clusters Score -2586464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2586463.750000 Penalty: 3144.074219
	Iteration 30F: 3 clusters Score -2586464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 10498 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979296.000000 Penalty: 106718.789062
Splitting cluster 23 changes total score from -85979792.000000 to -85979296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -38690.261719 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -38690.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37774.832031 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -37774.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37919.992188 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -37919.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37996.667969 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -37996.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38032.457031 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -38032.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38048.289062 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -38048.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38064.519531 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -38064.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38075.718750 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -38075.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38087.695312 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -38087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38106.507812 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -38106.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38119.757812 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -38119.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38129.632812 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -38129.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38134.812500 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -38134.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38141.554688 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -38141.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38162.023438 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -38162.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38167.781250 Penalty: 1899.151978
	Iteration 14Q: 3 clusters Score -38167.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38167.781250 Penalty: 1899.151978
	Iteration 15F: 3 clusters Score -38167.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33578.523438 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33578.52 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33936.816406 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -33936.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34212.230469 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34212.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34335.539062 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34335.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34359.117188 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34359.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34366.441406 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34366.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34369.476562 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34369.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34372.195312 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34372.195312 Penalty: 1973.739502
	Iteration 8F: 3 clusters Score -34372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -69740.265625 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -69740.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68655.507812 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -68655.51 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68869.273438 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -68869.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68956.304688 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -68956.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69033.359375 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -69033.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69090.664062 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -69090.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69124.109375 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -69124.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69158.187500 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -69158.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69185.351562 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -69185.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69199.484375 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -69199.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69204.953125 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -69204.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69207.078125 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -69207.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69209.851562 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -69209.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69210.507812 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -69210.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69215.570312 Penalty: 2085.437988
	Iteration 13F: 3 clusters Score -69215.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69224.156250 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -69224.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69239.187500 Penalty: 2085.437988
	Iteration 15Q: 3 clusters Score -69239.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69243.710938 Penalty: 2085.437988
	Iteration 16Q: 3 clusters Score -69243.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69244.453125 Penalty: 2085.437988
	Iteration 17Q: 3 clusters Score -69244.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69247.031250 Penalty: 2085.437988
	Iteration 18Q: 3 clusters Score -69247.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69247.507812 Penalty: 2085.437988
	Iteration 19Q: 3 clusters Score -69247.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69250.492188 Penalty: 2085.437988
	Iteration 20F: 3 clusters Score -69250.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69255.148438 Penalty: 2085.437988
	Iteration 21Q: 3 clusters Score -69255.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69255.632812 Penalty: 2085.437988
	Iteration 22Q: 3 clusters Score -69255.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69256.015625 Penalty: 2085.437988
	Iteration 23Q: 3 clusters Score -69256.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69257.421875 Penalty: 2085.437988
	Iteration 24Q: 3 clusters Score -69257.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69266.484375 Penalty: 2085.437988
	Iteration 25Q: 3 clusters Score -69266.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69273.000000 Penalty: 2085.437988
	Iteration 26Q: 3 clusters Score -69273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69279.046875 Penalty: 2085.437988
	Iteration 27Q: 3 clusters Score -69279.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69293.125000 Penalty: 2085.437988
	Iteration 28Q: 3 clusters Score -69293.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69297.734375 Penalty: 2085.437988
	Iteration 29Q: 3 clusters Score -69297.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69299.437500 Penalty: 2085.437988
	Iteration 30Q: 3 clusters Score -69299.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69299.437500 Penalty: 2085.437988
	Iteration 31F: 3 clusters Score -69299.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Entering Unmasked Estep 
Score: -6044257.000000 Penalty: 1743.188232
	Iteration 0F: 2 clusters Score -6044257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6013795.000000 Penalty: 3486.376465
	Iteration 0F: 3 clusters Score -6013795 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -6025636.000000 Penalty: 3486.376465
	Iteration 1F: 3 clusters Score -6025636 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6026039.500000 Penalty: 3486.376465
	Iteration 2Q: 3 clusters Score -6026040 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6026389.500000 Penalty: 3486.376465
	Iteration 3Q: 3 clusters Score -6026390 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6026801.500000 Penalty: 3486.376465
	Iteration 4Q: 3 clusters Score -6026802 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6027244.500000 Penalty: 3486.376465
	Iteration 5Q: 3 clusters Score -6027244 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6027697.500000 Penalty: 3486.376465
	Iteration 6Q: 3 clusters Score -6027698 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6028365.000000 Penalty: 3486.376465
	Iteration 7Q: 3 clusters Score -6028365 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6029164.000000 Penalty: 3486.376465
	Iteration 8Q: 3 clusters Score -6029164 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6030129.000000 Penalty: 3486.376465
	Iteration 9Q: 3 clusters Score -6030129 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -6031467.000000 Penalty: 3486.376465
	Iteration 10F: 3 clusters Score -6031467 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6033088.500000 Penalty: 3486.376465
	Iteration 11F: 3 clusters Score -6033088 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6034918.000000 Penalty: 3486.376465
	Iteration 12F: 3 clusters Score -6034918 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -6036687.500000 Penalty: 3486.376465
	Iteration 13F: 3 clusters Score -6036688 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -6038031.000000 Penalty: 3486.376465
	Iteration 14Q: 3 clusters Score -6038031 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -6038894.000000 Penalty: 3486.376465
	Iteration 15Q: 3 clusters Score -6038894 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -6039397.000000 Penalty: 3486.376465
	Iteration 16Q: 3 clusters Score -6039397 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -6039819.500000 Penalty: 3486.376465
	Iteration 17Q: 3 clusters Score -6039820 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -6040180.500000 Penalty: 3486.376465
	Iteration 18Q: 3 clusters Score -6040180 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -6040553.500000 Penalty: 3486.376465
	Iteration 19Q: 3 clusters Score -6040554 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -6040966.500000 Penalty: 3486.376465
	Iteration 20F: 3 clusters Score -6040966 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -6041329.000000 Penalty: 3486.376465
	Iteration 21Q: 3 clusters Score -6041329 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6041659.000000 Penalty: 3486.376465
	Iteration 22Q: 3 clusters Score -6041659 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -6041940.000000 Penalty: 3486.376465
	Iteration 23Q: 3 clusters Score -6041940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -6042186.000000 Penalty: 3486.376465
	Iteration 24Q: 3 clusters Score -6042186 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -6042351.000000 Penalty: 3486.376465
	Iteration 25Q: 3 clusters Score -6042351 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6042525.500000 Penalty: 3486.376465
	Iteration 26Q: 3 clusters Score -6042526 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -6042674.500000 Penalty: 3486.376465
	Iteration 27Q: 3 clusters Score -6042674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6042759.500000 Penalty: 3486.376465
	Iteration 28Q: 3 clusters Score -6042760 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -6042848.000000 Penalty: 3486.376465
	Iteration 29Q: 3 clusters Score -6042848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -6042917.500000 Penalty: 3486.376465
	Iteration 30Q: 3 clusters Score -6042918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -6042938.000000 Penalty: 3486.376465
	Iteration 31Q: 3 clusters Score -6042938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -6042987.500000 Penalty: 3486.376465
	Iteration 32Q: 3 clusters Score -6042988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -6043021.000000 Penalty: 3486.376465
	Iteration 33Q: 3 clusters Score -6043021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -6043064.500000 Penalty: 3486.376465
	Iteration 34Q: 3 clusters Score -6043064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6043105.000000 Penalty: 3486.376465
	Iteration 35Q: 3 clusters Score -6043105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -6043108.500000 Penalty: 3486.376465
	Iteration 36Q: 3 clusters Score -6043108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -6043111.500000 Penalty: 3486.376465
	Iteration 37Q: 3 clusters Score -6043112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -6043138.000000 Penalty: 3486.376465
	Iteration 38Q: 3 clusters Score -6043138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6043165.000000 Penalty: 3486.376465
	Iteration 39Q: 3 clusters Score -6043165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -6043165.500000 Penalty: 3486.376465
	Iteration 40F: 3 clusters Score -6043166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6043173.500000 Penalty: 3486.376465
	Iteration 41Q: 3 clusters Score -6043174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -6043174.500000 Penalty: 3486.376465
	Iteration 42Q: 3 clusters Score -6043174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -6043182.000000 Penalty: 3486.376465
	Iteration 43Q: 3 clusters Score -6043182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -6043189.500000 Penalty: 3486.376465
	Iteration 44Q: 3 clusters Score -6043190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6043186.500000 Penalty: 3486.376465
	Iteration 45Q: 3 clusters Score -6043186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6043182.000000 Penalty: 3486.376465
	Iteration 46Q: 3 clusters Score -6043182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6043182.500000 Penalty: 3486.376465
	Iteration 47Q: 3 clusters Score -6043182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -6043181.000000 Penalty: 3486.376465
	Iteration 48Q: 3 clusters Score -6043181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -6043183.500000 Penalty: 3486.376465
	Iteration 49Q: 3 clusters Score -6043184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -6043179.000000 Penalty: 3486.376465
	Iteration 50Q: 3 clusters Score -6043179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -6043180.500000 Penalty: 3486.376465
	Iteration 51Q: 3 clusters Score -6043180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6043176.000000 Penalty: 3486.376465
	Iteration 52Q: 3 clusters Score -6043176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -6043182.500000 Penalty: 3486.376465
	Iteration 53Q: 3 clusters Score -6043182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -6043184.500000 Penalty: 3486.376465
	Iteration 54Q: 3 clusters Score -6043184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -6043194.500000 Penalty: 3486.376465
	Iteration 55Q: 3 clusters Score -6043194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6043194.500000 Penalty: 3486.376465
	Iteration 56Q: 3 clusters Score -6043194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6043196.500000 Penalty: 3486.376465
	Iteration 57Q: 3 clusters Score -6043196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6043193.000000 Penalty: 3486.376465
	Iteration 58Q: 3 clusters Score -6043193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -6043191.000000 Penalty: 3486.376465
	Iteration 59Q: 3 clusters Score -6043191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6043190.000000 Penalty: 3486.376465
	Iteration 60F: 3 clusters Score -6043190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -6043195.500000 Penalty: 3486.376465
	Iteration 61Q: 3 clusters Score -6043196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -6043191.000000 Penalty: 3486.376465
	Iteration 62Q: 3 clusters Score -6043191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6043202.500000 Penalty: 3486.376465
	Iteration 63Q: 3 clusters Score -6043202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -6043207.000000 Penalty: 3486.376465
	Iteration 64Q: 3 clusters Score -6043207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -6043204.000000 Penalty: 3486.376465
	Iteration 65Q: 3 clusters Score -6043204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6043210.000000 Penalty: 3486.376465
	Iteration 66Q: 3 clusters Score -6043210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -6043214.500000 Penalty: 3486.376465
	Iteration 67Q: 3 clusters Score -6043214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -6043214.500000 Penalty: 3486.376465
	Iteration 68Q: 3 clusters Score -6043214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -6043212.500000 Penalty: 3486.376465
	Iteration 69Q: 3 clusters Score -6043212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -6043211.500000 Penalty: 3486.376465
	Iteration 70Q: 3 clusters Score -6043212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -6043228.000000 Penalty: 3486.376465
	Iteration 71Q: 3 clusters Score -6043228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -6043227.000000 Penalty: 3486.376465
	Iteration 72Q: 3 clusters Score -6043227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -6043229.000000 Penalty: 3486.376465
	Iteration 73Q: 3 clusters Score -6043229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -6043233.500000 Penalty: 3486.376465
	Iteration 74Q: 3 clusters Score -6043234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -6043241.000000 Penalty: 3486.376465
	Iteration 75Q: 3 clusters Score -6043241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -6043238.000000 Penalty: 3486.376465
	Iteration 76Q: 3 clusters Score -6043238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -6043233.000000 Penalty: 3486.376465
	Iteration 77Q: 3 clusters Score -6043233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6043228.000000 Penalty: 3486.376465
	Iteration 78Q: 3 clusters Score -6043228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6043244.000000 Penalty: 3486.376465
	Iteration 79Q: 3 clusters Score -6043244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6043244.500000 Penalty: 3486.376465
	Iteration 80F: 3 clusters Score -6043244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6043249.000000 Penalty: 3486.376465
	Iteration 81Q: 3 clusters Score -6043249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -6043244.000000 Penalty: 3486.376465
	Iteration 82Q: 3 clusters Score -6043244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -6043256.000000 Penalty: 3486.376465
	Iteration 83Q: 3 clusters Score -6043256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6043258.000000 Penalty: 3486.376465
	Iteration 84Q: 3 clusters Score -6043258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -6043255.500000 Penalty: 3486.376465
	Iteration 85Q: 3 clusters Score -6043256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6043255.000000 Penalty: 3486.376465
	Iteration 86Q: 3 clusters Score -6043255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6043258.000000 Penalty: 3486.376465
	Iteration 87Q: 3 clusters Score -6043258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6043259.500000 Penalty: 3486.376465
	Iteration 88Q: 3 clusters Score -6043260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6043260.000000 Penalty: 3486.376465
	Iteration 89Q: 3 clusters Score -6043260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -6043263.500000 Penalty: 3486.376465
	Iteration 90Q: 3 clusters Score -6043264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -6043259.500000 Penalty: 3486.376465
	Iteration 91Q: 3 clusters Score -6043260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -6043260.000000 Penalty: 3486.376465
	Iteration 92Q: 3 clusters Score -6043260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6043255.500000 Penalty: 3486.376465
	Iteration 93Q: 3 clusters Score -6043256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6043255.500000 Penalty: 3486.376465
	Iteration 94F: 3 clusters Score -6043256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (91072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Entering Unmasked Estep 
Score: -12135447.000000 Penalty: 1855.653442
	Iteration 0F: 2 clusters Score -1.213545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -12084389.000000 Penalty: 3711.306885
	Iteration 0F: 3 clusters Score -1.208439e+07 nChanged 43064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -12109669.000000 Penalty: 3711.306885
	Iteration 1F: 3 clusters Score -1.210967e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -12110673.000000 Penalty: 3711.306885
	Iteration 2Q: 3 clusters Score -1.211067e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -12112060.000000 Penalty: 3711.306885
	Iteration 3Q: 3 clusters Score -1.211206e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -12114197.000000 Penalty: 3711.306885
	Iteration 4Q: 3 clusters Score -1.21142e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -12117280.000000 Penalty: 3711.306885
	Iteration 5F: 3 clusters Score -1.211728e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -12121209.000000 Penalty: 3711.306885
	Iteration 6F: 3 clusters Score -1.212121e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -12124934.000000 Penalty: 3711.306885
	Iteration 7F: 3 clusters Score -1.212493e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -12127680.000000 Penalty: 3711.306885
	Iteration 8Q: 3 clusters Score -1.212768e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -12129179.000000 Penalty: 3711.306885
	Iteration 9Q: 3 clusters Score -1.212918e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -12130052.000000 Penalty: 3711.306885
	Iteration 10Q: 3 clusters Score -1.213005e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -12130449.000000 Penalty: 3711.306885
	Iteration 11Q: 3 clusters Score -1.213045e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -12130678.000000 Penalty: 3711.306885
	Iteration 12Q: 3 clusters Score -1.213068e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -12130794.000000 Penalty: 3711.306885
	Iteration 13Q: 3 clusters Score -1.213079e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -12130891.000000 Penalty: 3711.306885
	Iteration 14Q: 3 clusters Score -1.213089e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -12130968.000000 Penalty: 3711.306885
	Iteration 15Q: 3 clusters Score -1.213097e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -12130950.000000 Penalty: 3711.306885
	Iteration 16Q: 3 clusters Score -1.213095e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -12130970.000000 Penalty: 3711.306885
	Iteration 17Q: 3 clusters Score -1.213097e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -12130994.000000 Penalty: 3711.306885
	Iteration 18Q: 3 clusters Score -1.213099e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -12131024.000000 Penalty: 3711.306885
	Iteration 19Q: 3 clusters Score -1.213102e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -12131081.000000 Penalty: 3711.306885
	Iteration 20F: 3 clusters Score -1.213108e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -12131145.000000 Penalty: 3711.306885
	Iteration 21Q: 3 clusters Score -1.213114e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -12131217.000000 Penalty: 3711.306885
	Iteration 22Q: 3 clusters Score -1.213122e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -12131243.000000 Penalty: 3711.306885
	Iteration 23Q: 3 clusters Score -1.213124e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -12131236.000000 Penalty: 3711.306885
	Iteration 24Q: 3 clusters Score -1.213124e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -12131278.000000 Penalty: 3711.306885
	Iteration 25Q: 3 clusters Score -1.213128e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -12131340.000000 Penalty: 3711.306885
	Iteration 26Q: 3 clusters Score -1.213134e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 3711.306885
	Iteration 27Q: 3 clusters Score -1.213132e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -12131311.000000 Penalty: 3711.306885
	Iteration 28Q: 3 clusters Score -1.213131e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -12131340.000000 Penalty: 3711.306885
	Iteration 29Q: 3 clusters Score -1.213134e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -12131327.000000 Penalty: 3711.306885
	Iteration 30Q: 3 clusters Score -1.213133e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -12131314.000000 Penalty: 3711.306885
	Iteration 31Q: 3 clusters Score -1.213131e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -12131287.000000 Penalty: 3711.306885
	Iteration 32Q: 3 clusters Score -1.213129e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -12131243.000000 Penalty: 3711.306885
	Iteration 33Q: 3 clusters Score -1.213124e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -12131252.000000 Penalty: 3711.306885
	Iteration 34Q: 3 clusters Score -1.213125e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -12131200.000000 Penalty: 3711.306885
	Iteration 35Q: 3 clusters Score -1.21312e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -12131167.000000 Penalty: 3711.306885
	Iteration 36Q: 3 clusters Score -1.213117e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -12131139.000000 Penalty: 3711.306885
	Iteration 37Q: 3 clusters Score -1.213114e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -12131090.000000 Penalty: 3711.306885
	Iteration 38Q: 3 clusters Score -1.213109e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -12131044.000000 Penalty: 3711.306885
	Iteration 39Q: 3 clusters Score -1.213104e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -12130971.000000 Penalty: 3711.306885
	Iteration 40F: 3 clusters Score -1.213097e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -12130970.000000 Penalty: 3711.306885
	Iteration 41Q: 3 clusters Score -1.213097e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -12130925.000000 Penalty: 3711.306885
	Iteration 42Q: 3 clusters Score -1.213092e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -12130875.000000 Penalty: 3711.306885
	Iteration 43Q: 3 clusters Score -1.213088e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -12130864.000000 Penalty: 3711.306885
	Iteration 44Q: 3 clusters Score -1.213086e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -12130873.000000 Penalty: 3711.306885
	Iteration 45Q: 3 clusters Score -1.213087e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -12130830.000000 Penalty: 3711.306885
	Iteration 46Q: 3 clusters Score -1.213083e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -12130770.000000 Penalty: 3711.306885
	Iteration 47Q: 3 clusters Score -1.213077e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -12130694.000000 Penalty: 3711.306885
	Iteration 48Q: 3 clusters Score -1.213069e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -12130638.000000 Penalty: 3711.306885
	Iteration 49Q: 3 clusters Score -1.213064e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -12130574.000000 Penalty: 3711.306885
	Iteration 50Q: 3 clusters Score -1.213057e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -12130553.000000 Penalty: 3711.306885
	Iteration 51Q: 3 clusters Score -1.213055e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -12130588.000000 Penalty: 3711.306885
	Iteration 52Q: 3 clusters Score -1.213059e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -12130515.000000 Penalty: 3711.306885
	Iteration 53Q: 3 clusters Score -1.213052e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -12130563.000000 Penalty: 3711.306885
	Iteration 54Q: 3 clusters Score -1.213056e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -12130549.000000 Penalty: 3711.306885
	Iteration 55Q: 3 clusters Score -1.213055e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -12130604.000000 Penalty: 3711.306885
	Iteration 56Q: 3 clusters Score -1.21306e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -12130620.000000 Penalty: 3711.306885
	Iteration 57Q: 3 clusters Score -1.213062e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -12130680.000000 Penalty: 3711.306885
	Iteration 58Q: 3 clusters Score -1.213068e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -12130726.000000 Penalty: 3711.306885
	Iteration 59Q: 3 clusters Score -1.213073e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -12130714.000000 Penalty: 3711.306885
	Iteration 60F: 3 clusters Score -1.213071e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -12130716.000000 Penalty: 3711.306885
	Iteration 61Q: 3 clusters Score -1.213072e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -12130724.000000 Penalty: 3711.306885
	Iteration 62Q: 3 clusters Score -1.213072e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -12130691.000000 Penalty: 3711.306885
	Iteration 63Q: 3 clusters Score -1.213069e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -12130714.000000 Penalty: 3711.306885
	Iteration 64Q: 3 clusters Score -1.213071e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -12130761.000000 Penalty: 3711.306885
	Iteration 65Q: 3 clusters Score -1.213076e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -12130822.000000 Penalty: 3711.306885
	Iteration 66Q: 3 clusters Score -1.213082e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -12130853.000000 Penalty: 3711.306885
	Iteration 67Q: 3 clusters Score -1.213085e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -12130886.000000 Penalty: 3711.306885
	Iteration 68Q: 3 clusters Score -1.213089e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -12130897.000000 Penalty: 3711.306885
	Iteration 69Q: 3 clusters Score -1.21309e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -12130910.000000 Penalty: 3711.306885
	Iteration 70Q: 3 clusters Score -1.213091e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -12130942.000000 Penalty: 3711.306885
	Iteration 71Q: 3 clusters Score -1.213094e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -12130955.000000 Penalty: 3711.306885
	Iteration 72Q: 3 clusters Score -1.213096e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -12130935.000000 Penalty: 3711.306885
	Iteration 73Q: 3 clusters Score -1.213094e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -12130909.000000 Penalty: 3711.306885
	Iteration 74Q: 3 clusters Score -1.213091e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -12130956.000000 Penalty: 3711.306885
	Iteration 75Q: 3 clusters Score -1.213096e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -12130968.000000 Penalty: 3711.306885
	Iteration 76Q: 3 clusters Score -1.213097e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -12131048.000000 Penalty: 3711.306885
	Iteration 77Q: 3 clusters Score -1.213105e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -12131100.000000 Penalty: 3711.306885
	Iteration 78Q: 3 clusters Score -1.21311e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -12131083.000000 Penalty: 3711.306885
	Iteration 79Q: 3 clusters Score -1.213108e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -12131139.000000 Penalty: 3711.306885
	Iteration 80F: 3 clusters Score -1.213114e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -12131212.000000 Penalty: 3711.306885
	Iteration 81Q: 3 clusters Score -1.213121e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -12131249.000000 Penalty: 3711.306885
	Iteration 82Q: 3 clusters Score -1.213125e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -12131288.000000 Penalty: 3711.306885
	Iteration 83Q: 3 clusters Score -1.213129e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -12131296.000000 Penalty: 3711.306885
	Iteration 84Q: 3 clusters Score -1.21313e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -12131316.000000 Penalty: 3711.306885
	Iteration 85Q: 3 clusters Score -1.213132e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -12131347.000000 Penalty: 3711.306885
	Iteration 86Q: 3 clusters Score -1.213135e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -12131380.000000 Penalty: 3711.306885
	Iteration 87Q: 3 clusters Score -1.213138e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -12131411.000000 Penalty: 3711.306885
	Iteration 88Q: 3 clusters Score -1.213141e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -12131455.000000 Penalty: 3711.306885
	Iteration 89Q: 3 clusters Score -1.213146e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -12131482.000000 Penalty: 3711.306885
	Iteration 90Q: 3 clusters Score -1.213148e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -12131519.000000 Penalty: 3711.306885
	Iteration 91Q: 3 clusters Score -1.213152e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -12131528.000000 Penalty: 3711.306885
	Iteration 92Q: 3 clusters Score -1.213153e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -12131606.000000 Penalty: 3711.306885
	Iteration 93Q: 3 clusters Score -1.213161e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -12131616.000000 Penalty: 3711.306885
	Iteration 94Q: 3 clusters Score -1.213162e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -12131658.000000 Penalty: 3711.306885
	Iteration 95Q: 3 clusters Score -1.213166e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -12131682.000000 Penalty: 3711.306885
	Iteration 96Q: 3 clusters Score -1.213168e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -12131730.000000 Penalty: 3711.306885
	Iteration 97Q: 3 clusters Score -1.213173e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -12131746.000000 Penalty: 3711.306885
	Iteration 98Q: 3 clusters Score -1.213175e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -12131756.000000 Penalty: 3711.306885
	Iteration 99Q: 3 clusters Score -1.213176e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -12131785.000000 Penalty: 3711.306885
	Iteration 100F: 3 clusters Score -1.213178e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -12131840.000000 Penalty: 3711.306885
	Iteration 101Q: 3 clusters Score -1.213184e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -12131881.000000 Penalty: 3711.306885
	Iteration 102Q: 3 clusters Score -1.213188e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -12131899.000000 Penalty: 3711.306885
	Iteration 103Q: 3 clusters Score -1.21319e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -12131916.000000 Penalty: 3711.306885
	Iteration 104Q: 3 clusters Score -1.213192e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -12131954.000000 Penalty: 3711.306885
	Iteration 105Q: 3 clusters Score -1.213195e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -12132005.000000 Penalty: 3711.306885
	Iteration 106Q: 3 clusters Score -1.2132e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -12132049.000000 Penalty: 3711.306885
	Iteration 107Q: 3 clusters Score -1.213205e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -12132086.000000 Penalty: 3711.306885
	Iteration 108Q: 3 clusters Score -1.213209e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -12132118.000000 Penalty: 3711.306885
	Iteration 109Q: 3 clusters Score -1.213212e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -12132162.000000 Penalty: 3711.306885
	Iteration 110Q: 3 clusters Score -1.213216e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -12132188.000000 Penalty: 3711.306885
	Iteration 111Q: 3 clusters Score -1.213219e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -12132164.000000 Penalty: 3711.306885
	Iteration 112Q: 3 clusters Score -1.213216e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -12132207.000000 Penalty: 3711.306885
	Iteration 113Q: 3 clusters Score -1.213221e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -12132268.000000 Penalty: 3711.306885
	Iteration 114Q: 3 clusters Score -1.213227e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12132305.000000 Penalty: 3711.306885
	Iteration 115Q: 3 clusters Score -1.21323e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -12132322.000000 Penalty: 3711.306885
	Iteration 116Q: 3 clusters Score -1.213232e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -12132375.000000 Penalty: 3711.306885
	Iteration 117Q: 3 clusters Score -1.213238e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -12132431.000000 Penalty: 3711.306885
	Iteration 118Q: 3 clusters Score -1.213243e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -12132441.000000 Penalty: 3711.306885
	Iteration 119Q: 3 clusters Score -1.213244e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -12132481.000000 Penalty: 3711.306885
	Iteration 120F: 3 clusters Score -1.213248e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -12132517.000000 Penalty: 3711.306885
	Iteration 121Q: 3 clusters Score -1.213252e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -12132583.000000 Penalty: 3711.306885
	Iteration 122Q: 3 clusters Score -1.213258e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -12132594.000000 Penalty: 3711.306885
	Iteration 123Q: 3 clusters Score -1.213259e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -12132679.000000 Penalty: 3711.306885
	Iteration 124Q: 3 clusters Score -1.213268e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -12132738.000000 Penalty: 3711.306885
	Iteration 125Q: 3 clusters Score -1.213274e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -12132781.000000 Penalty: 3711.306885
	Iteration 126Q: 3 clusters Score -1.213278e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -12132774.000000 Penalty: 3711.306885
	Iteration 127Q: 3 clusters Score -1.213277e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -12132825.000000 Penalty: 3711.306885
	Iteration 128Q: 3 clusters Score -1.213282e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -12132884.000000 Penalty: 3711.306885
	Iteration 129Q: 3 clusters Score -1.213288e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -12132882.000000 Penalty: 3711.306885
	Iteration 130Q: 3 clusters Score -1.213288e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -12132903.000000 Penalty: 3711.306885
	Iteration 131Q: 3 clusters Score -1.21329e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12132934.000000 Penalty: 3711.306885
	Iteration 132Q: 3 clusters Score -1.213293e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -12132961.000000 Penalty: 3711.306885
	Iteration 133Q: 3 clusters Score -1.213296e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -12132938.000000 Penalty: 3711.306885
	Iteration 134Q: 3 clusters Score -1.213294e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -12132962.000000 Penalty: 3711.306885
	Iteration 135Q: 3 clusters Score -1.213296e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -12133023.000000 Penalty: 3711.306885
	Iteration 136Q: 3 clusters Score -1.213302e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -12133039.000000 Penalty: 3711.306885
	Iteration 137Q: 3 clusters Score -1.213304e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -12133115.000000 Penalty: 3711.306885
	Iteration 138Q: 3 clusters Score -1.213312e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -12133180.000000 Penalty: 3711.306885
	Iteration 139Q: 3 clusters Score -1.213318e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -12133225.000000 Penalty: 3711.306885
	Iteration 140F: 3 clusters Score -1.213322e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -12133258.000000 Penalty: 3711.306885
	Iteration 141Q: 3 clusters Score -1.213326e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -12133277.000000 Penalty: 3711.306885
	Iteration 142Q: 3 clusters Score -1.213328e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -12133301.000000 Penalty: 3711.306885
	Iteration 143Q: 3 clusters Score -1.21333e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -12133382.000000 Penalty: 3711.306885
	Iteration 144Q: 3 clusters Score -1.213338e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -12133400.000000 Penalty: 3711.306885
	Iteration 145Q: 3 clusters Score -1.21334e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -12133437.000000 Penalty: 3711.306885
	Iteration 146Q: 3 clusters Score -1.213344e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -12133477.000000 Penalty: 3711.306885
	Iteration 147Q: 3 clusters Score -1.213348e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -12133499.000000 Penalty: 3711.306885
	Iteration 148Q: 3 clusters Score -1.21335e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -12133571.000000 Penalty: 3711.306885
	Iteration 149Q: 3 clusters Score -1.213357e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -12133630.000000 Penalty: 3711.306885
	Iteration 150Q: 3 clusters Score -1.213363e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -12133625.000000 Penalty: 3711.306885
	Iteration 151Q: 3 clusters Score -1.213362e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -12133654.000000 Penalty: 3711.306885
	Iteration 152Q: 3 clusters Score -1.213365e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -12133647.000000 Penalty: 3711.306885
	Iteration 153Q: 3 clusters Score -1.213365e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -12133701.000000 Penalty: 3711.306885
	Iteration 154Q: 3 clusters Score -1.21337e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -12133713.000000 Penalty: 3711.306885
	Iteration 155Q: 3 clusters Score -1.213371e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -12133739.000000 Penalty: 3711.306885
	Iteration 156Q: 3 clusters Score -1.213374e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -12133776.000000 Penalty: 3711.306885
	Iteration 157Q: 3 clusters Score -1.213378e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -12133771.000000 Penalty: 3711.306885
	Iteration 158Q: 3 clusters Score -1.213377e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -12133753.000000 Penalty: 3711.306885
	Iteration 159Q: 3 clusters Score -1.213375e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -12133757.000000 Penalty: 3711.306885
	Iteration 160F: 3 clusters Score -1.213376e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -12133765.000000 Penalty: 3711.306885
	Iteration 161Q: 3 clusters Score -1.213376e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -12133766.000000 Penalty: 3711.306885
	Iteration 162Q: 3 clusters Score -1.213377e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -12133764.000000 Penalty: 3711.306885
	Iteration 163Q: 3 clusters Score -1.213376e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -12133735.000000 Penalty: 3711.306885
	Iteration 164Q: 3 clusters Score -1.213374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -12133764.000000 Penalty: 3711.306885
	Iteration 165Q: 3 clusters Score -1.213376e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -12133791.000000 Penalty: 3711.306885
	Iteration 166Q: 3 clusters Score -1.213379e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -12133814.000000 Penalty: 3711.306885
	Iteration 167Q: 3 clusters Score -1.213381e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -12133834.000000 Penalty: 3711.306885
	Iteration 168Q: 3 clusters Score -1.213383e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -12133847.000000 Penalty: 3711.306885
	Iteration 169Q: 3 clusters Score -1.213385e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -12133821.000000 Penalty: 3711.306885
	Iteration 170Q: 3 clusters Score -1.213382e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3711.306885
	Iteration 171Q: 3 clusters Score -1.213382e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -12133791.000000 Penalty: 3711.306885
	Iteration 172Q: 3 clusters Score -1.213379e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3711.306885
	Iteration 173Q: 3 clusters Score -1.213379e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -12133787.000000 Penalty: 3711.306885
	Iteration 174Q: 3 clusters Score -1.213379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -12133803.000000 Penalty: 3711.306885
	Iteration 175Q: 3 clusters Score -1.21338e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3711.306885
	Iteration 176Q: 3 clusters Score -1.213379e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -12133793.000000 Penalty: 3711.306885
	Iteration 177Q: 3 clusters Score -1.213379e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3711.306885
	Iteration 178Q: 3 clusters Score -1.213382e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -12133810.000000 Penalty: 3711.306885
	Iteration 179Q: 3 clusters Score -1.213381e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -12133786.000000 Penalty: 3711.306885
	Iteration 180F: 3 clusters Score -1.213379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -12133798.000000 Penalty: 3711.306885
	Iteration 181Q: 3 clusters Score -1.21338e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -12133796.000000 Penalty: 3711.306885
	Iteration 182Q: 3 clusters Score -1.21338e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -12133819.000000 Penalty: 3711.306885
	Iteration 183Q: 3 clusters Score -1.213382e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -12133833.000000 Penalty: 3711.306885
	Iteration 184Q: 3 clusters Score -1.213383e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -12133820.000000 Penalty: 3711.306885
	Iteration 185Q: 3 clusters Score -1.213382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -12133829.000000 Penalty: 3711.306885
	Iteration 186Q: 3 clusters Score -1.213383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -12133840.000000 Penalty: 3711.306885
	Iteration 187Q: 3 clusters Score -1.213384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -12133838.000000 Penalty: 3711.306885
	Iteration 188Q: 3 clusters Score -1.213384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -12133839.000000 Penalty: 3711.306885
	Iteration 189Q: 3 clusters Score -1.213384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -12133835.000000 Penalty: 3711.306885
	Iteration 190Q: 3 clusters Score -1.213384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -12133807.000000 Penalty: 3711.306885
	Iteration 191Q: 3 clusters Score -1.213381e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -12133813.000000 Penalty: 3711.306885
	Iteration 192Q: 3 clusters Score -1.213381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -12133808.000000 Penalty: 3711.306885
	Iteration 193Q: 3 clusters Score -1.213381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -12133800.000000 Penalty: 3711.306885
	Iteration 194Q: 3 clusters Score -1.21338e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -12133782.000000 Penalty: 3711.306885
	Iteration 195Q: 3 clusters Score -1.213378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3711.306885
	Iteration 196Q: 3 clusters Score -1.213379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -12133796.000000 Penalty: 3711.306885
	Iteration 197Q: 3 clusters Score -1.21338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -12133785.000000 Penalty: 3711.306885
	Iteration 198Q: 3 clusters Score -1.213378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3711.306885
	Iteration 199Q: 3 clusters Score -1.213379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -12133801.000000 Penalty: 3711.306885
	Iteration 200F: 3 clusters Score -1.21338e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -12133801.000000 Penalty: 3711.306885
	Iteration 201Q: 3 clusters Score -1.21338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -12133819.000000 Penalty: 3711.306885
	Iteration 202Q: 3 clusters Score -1.213382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -12133813.000000 Penalty: 3711.306885
	Iteration 203Q: 3 clusters Score -1.213381e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -12133801.000000 Penalty: 3711.306885
	Iteration 204Q: 3 clusters Score -1.21338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -12133780.000000 Penalty: 3711.306885
	Iteration 205Q: 3 clusters Score -1.213378e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -12133794.000000 Penalty: 3711.306885
	Iteration 206Q: 3 clusters Score -1.213379e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -12133790.000000 Penalty: 3711.306885
	Iteration 207Q: 3 clusters Score -1.213379e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -12133784.000000 Penalty: 3711.306885
	Iteration 208Q: 3 clusters Score -1.213378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -12133793.000000 Penalty: 3711.306885
	Iteration 209Q: 3 clusters Score -1.213379e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -12133797.000000 Penalty: 3711.306885
	Iteration 210Q: 3 clusters Score -1.21338e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -12133780.000000 Penalty: 3711.306885
	Iteration 211Q: 3 clusters Score -1.213378e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3711.306885
	Iteration 212Q: 3 clusters Score -1.213379e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -12133789.000000 Penalty: 3711.306885
	Iteration 213Q: 3 clusters Score -1.213379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -12133779.000000 Penalty: 3711.306885
	Iteration 214Q: 3 clusters Score -1.213378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -12133797.000000 Penalty: 3711.306885
	Iteration 215Q: 3 clusters Score -1.21338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -12133804.000000 Penalty: 3711.306885
	Iteration 216Q: 3 clusters Score -1.21338e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -12133820.000000 Penalty: 3711.306885
	Iteration 217Q: 3 clusters Score -1.213382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -12133819.000000 Penalty: 3711.306885
	Iteration 218Q: 3 clusters Score -1.213382e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -12133801.000000 Penalty: 3711.306885
	Iteration 219Q: 3 clusters Score -1.21338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -12133820.000000 Penalty: 3711.306885
	Iteration 220F: 3 clusters Score -1.213382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -12133817.000000 Penalty: 3711.306885
	Iteration 221Q: 3 clusters Score -1.213382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3711.306885
	Iteration 222Q: 3 clusters Score -1.213382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -12133815.000000 Penalty: 3711.306885
	Iteration 223Q: 3 clusters Score -1.213382e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -12133832.000000 Penalty: 3711.306885
	Iteration 224Q: 3 clusters Score -1.213383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -12133859.000000 Penalty: 3711.306885
	Iteration 225Q: 3 clusters Score -1.213386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -12133858.000000 Penalty: 3711.306885
	Iteration 226Q: 3 clusters Score -1.213386e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -12133843.000000 Penalty: 3711.306885
	Iteration 227Q: 3 clusters Score -1.213384e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -12133820.000000 Penalty: 3711.306885
	Iteration 228Q: 3 clusters Score -1.213382e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3711.306885
	Iteration 229Q: 3 clusters Score -1.213382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -12133837.000000 Penalty: 3711.306885
	Iteration 230Q: 3 clusters Score -1.213384e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -12133850.000000 Penalty: 3711.306885
	Iteration 231Q: 3 clusters Score -1.213385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -12133862.000000 Penalty: 3711.306885
	Iteration 232Q: 3 clusters Score -1.213386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -12133864.000000 Penalty: 3711.306885
	Iteration 233Q: 3 clusters Score -1.213386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -12133877.000000 Penalty: 3711.306885
	Iteration 234Q: 3 clusters Score -1.213388e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -12133879.000000 Penalty: 3711.306885
	Iteration 235Q: 3 clusters Score -1.213388e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -12133881.000000 Penalty: 3711.306885
	Iteration 236Q: 3 clusters Score -1.213388e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -12133887.000000 Penalty: 3711.306885
	Iteration 237Q: 3 clusters Score -1.213389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -12133898.000000 Penalty: 3711.306885
	Iteration 238Q: 3 clusters Score -1.21339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -12133913.000000 Penalty: 3711.306885
	Iteration 239Q: 3 clusters Score -1.213391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -12133913.000000 Penalty: 3711.306885
	Iteration 240F: 3 clusters Score -1.213391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -12133911.000000 Penalty: 3711.306885
	Iteration 241Q: 3 clusters Score -1.213391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -12133931.000000 Penalty: 3711.306885
	Iteration 242Q: 3 clusters Score -1.213393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -12133961.000000 Penalty: 3711.306885
	Iteration 243Q: 3 clusters Score -1.213396e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -12133954.000000 Penalty: 3711.306885
	Iteration 244Q: 3 clusters Score -1.213395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -12133937.000000 Penalty: 3711.306885
	Iteration 245Q: 3 clusters Score -1.213394e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -12133919.000000 Penalty: 3711.306885
	Iteration 246Q: 3 clusters Score -1.213392e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -12133933.000000 Penalty: 3711.306885
	Iteration 247Q: 3 clusters Score -1.213393e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -12133936.000000 Penalty: 3711.306885
	Iteration 248Q: 3 clusters Score -1.213394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -12133935.000000 Penalty: 3711.306885
	Iteration 249Q: 3 clusters Score -1.213394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -12133925.000000 Penalty: 3711.306885
	Iteration 250Q: 3 clusters Score -1.213392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -12133927.000000 Penalty: 3711.306885
	Iteration 251Q: 3 clusters Score -1.213393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -12133919.000000 Penalty: 3711.306885
	Iteration 252Q: 3 clusters Score -1.213392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -12133912.000000 Penalty: 3711.306885
	Iteration 253Q: 3 clusters Score -1.213391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -12133918.000000 Penalty: 3711.306885
	Iteration 254Q: 3 clusters Score -1.213392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -12133908.000000 Penalty: 3711.306885
	Iteration 255Q: 3 clusters Score -1.213391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -12133905.000000 Penalty: 3711.306885
	Iteration 256Q: 3 clusters Score -1.21339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -12133909.000000 Penalty: 3711.306885
	Iteration 257Q: 3 clusters Score -1.213391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -12133922.000000 Penalty: 3711.306885
	Iteration 258Q: 3 clusters Score -1.213392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -12133915.000000 Penalty: 3711.306885
	Iteration 259Q: 3 clusters Score -1.213392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -12133907.000000 Penalty: 3711.306885
	Iteration 260F: 3 clusters Score -1.213391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -12133927.000000 Penalty: 3711.306885
	Iteration 261Q: 3 clusters Score -1.213393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -12133933.000000 Penalty: 3711.306885
	Iteration 262Q: 3 clusters Score -1.213393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -12133971.000000 Penalty: 3711.306885
	Iteration 263Q: 3 clusters Score -1.213397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -12133953.000000 Penalty: 3711.306885
	Iteration 264Q: 3 clusters Score -1.213395e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -12133950.000000 Penalty: 3711.306885
	Iteration 265Q: 3 clusters Score -1.213395e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -12133966.000000 Penalty: 3711.306885
	Iteration 266Q: 3 clusters Score -1.213397e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -12133979.000000 Penalty: 3711.306885
	Iteration 267Q: 3 clusters Score -1.213398e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -12133970.000000 Penalty: 3711.306885
	Iteration 268Q: 3 clusters Score -1.213397e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -12133986.000000 Penalty: 3711.306885
	Iteration 269Q: 3 clusters Score -1.213399e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -12133981.000000 Penalty: 3711.306885
	Iteration 270Q: 3 clusters Score -1.213398e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -12134040.000000 Penalty: 3711.306885
	Iteration 271Q: 3 clusters Score -1.213404e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -12134077.000000 Penalty: 3711.306885
	Iteration 272Q: 3 clusters Score -1.213408e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -12134146.000000 Penalty: 3711.306885
	Iteration 273Q: 3 clusters Score -1.213415e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -12134153.000000 Penalty: 3711.306885
	Iteration 274Q: 3 clusters Score -1.213415e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -12134152.000000 Penalty: 3711.306885
	Iteration 275Q: 3 clusters Score -1.213415e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -12134178.000000 Penalty: 3711.306885
	Iteration 276Q: 3 clusters Score -1.213418e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -12134201.000000 Penalty: 3711.306885
	Iteration 277Q: 3 clusters Score -1.21342e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -12134180.000000 Penalty: 3711.306885
	Iteration 278Q: 3 clusters Score -1.213418e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -12134132.000000 Penalty: 3711.306885
	Iteration 279Q: 3 clusters Score -1.213413e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -12134177.000000 Penalty: 3711.306885
	Iteration 280F: 3 clusters Score -1.213418e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -12134187.000000 Penalty: 3711.306885
	Iteration 281Q: 3 clusters Score -1.213419e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -12134088.000000 Penalty: 3711.306885
	Iteration 282Q: 3 clusters Score -1.213409e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -12134049.000000 Penalty: 3711.306885
	Iteration 283Q: 3 clusters Score -1.213405e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -12134019.000000 Penalty: 3711.306885
	Iteration 284Q: 3 clusters Score -1.213402e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -12133876.000000 Penalty: 3711.306885
	Iteration 285Q: 3 clusters Score -1.213388e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -12133875.000000 Penalty: 3711.306885
	Iteration 286Q: 3 clusters Score -1.213388e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3711.306885
	Iteration 287Q: 3 clusters Score -1.213384e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -12133881.000000 Penalty: 3711.306885
	Iteration 288Q: 3 clusters Score -1.213388e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -12134070.000000 Penalty: 3711.306885
	Iteration 289Q: 3 clusters Score -1.213407e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -12134327.000000 Penalty: 3711.306885
	Iteration 290Q: 3 clusters Score -1.213433e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -12134364.000000 Penalty: 3711.306885
	Iteration 291Q: 3 clusters Score -1.213436e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -12134304.000000 Penalty: 3711.306885
	Iteration 292Q: 3 clusters Score -1.21343e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -12134300.000000 Penalty: 3711.306885
	Iteration 293Q: 3 clusters Score -1.21343e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -12134209.000000 Penalty: 3711.306885
	Iteration 294Q: 3 clusters Score -1.213421e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -12134156.000000 Penalty: 3711.306885
	Iteration 295Q: 3 clusters Score -1.213416e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -12134214.000000 Penalty: 3711.306885
	Iteration 296Q: 3 clusters Score -1.213421e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -12134197.000000 Penalty: 3711.306885
	Iteration 297Q: 3 clusters Score -1.21342e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -12134194.000000 Penalty: 3711.306885
	Iteration 298Q: 3 clusters Score -1.213419e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -12134195.000000 Penalty: 3711.306885
	Iteration 299Q: 3 clusters Score -1.21342e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -12134287.000000 Penalty: 3711.306885
	Iteration 300F: 3 clusters Score -1.213429e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -12134303.000000 Penalty: 3711.306885
	Iteration 301Q: 3 clusters Score -1.21343e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -12134245.000000 Penalty: 3711.306885
	Iteration 302Q: 3 clusters Score -1.213424e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -12134238.000000 Penalty: 3711.306885
	Iteration 303Q: 3 clusters Score -1.213424e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -12134252.000000 Penalty: 3711.306885
	Iteration 304Q: 3 clusters Score -1.213425e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -12134307.000000 Penalty: 3711.306885
	Iteration 305Q: 3 clusters Score -1.213431e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -12134289.000000 Penalty: 3711.306885
	Iteration 306Q: 3 clusters Score -1.213429e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -12134279.000000 Penalty: 3711.306885
	Iteration 307Q: 3 clusters Score -1.213428e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -12134285.000000 Penalty: 3711.306885
	Iteration 308Q: 3 clusters Score -1.213428e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -12134290.000000 Penalty: 3711.306885
	Iteration 309Q: 3 clusters Score -1.213429e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -12134301.000000 Penalty: 3711.306885
	Iteration 310Q: 3 clusters Score -1.21343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -12134289.000000 Penalty: 3711.306885
	Iteration 311Q: 3 clusters Score -1.213429e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -12134282.000000 Penalty: 3711.306885
	Iteration 312Q: 3 clusters Score -1.213428e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -12134277.000000 Penalty: 3711.306885
	Iteration 313Q: 3 clusters Score -1.213428e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -12134306.000000 Penalty: 3711.306885
	Iteration 314Q: 3 clusters Score -1.213431e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -12134297.000000 Penalty: 3711.306885
	Iteration 315Q: 3 clusters Score -1.21343e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -12134296.000000 Penalty: 3711.306885
	Iteration 316Q: 3 clusters Score -1.21343e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -12134310.000000 Penalty: 3711.306885
	Iteration 317Q: 3 clusters Score -1.213431e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -12134313.000000 Penalty: 3711.306885
	Iteration 318Q: 3 clusters Score -1.213431e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -12134319.000000 Penalty: 3711.306885
	Iteration 319Q: 3 clusters Score -1.213432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -12134314.000000 Penalty: 3711.306885
	Iteration 320F: 3 clusters Score -1.213431e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -12134323.000000 Penalty: 3711.306885
	Iteration 321Q: 3 clusters Score -1.213432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -12134315.000000 Penalty: 3711.306885
	Iteration 322Q: 3 clusters Score -1.213432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -12134322.000000 Penalty: 3711.306885
	Iteration 323Q: 3 clusters Score -1.213432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -12134310.000000 Penalty: 3711.306885
	Iteration 324Q: 3 clusters Score -1.213431e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -12134307.000000 Penalty: 3711.306885
	Iteration 325Q: 3 clusters Score -1.213431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -12134307.000000 Penalty: 3711.306885
	Iteration 326Q: 3 clusters Score -1.213431e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -12134310.000000 Penalty: 3711.306885
	Iteration 327Q: 3 clusters Score -1.213431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -12134325.000000 Penalty: 3711.306885
	Iteration 328Q: 3 clusters Score -1.213432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -12134319.000000 Penalty: 3711.306885
	Iteration 329Q: 3 clusters Score -1.213432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -12134324.000000 Penalty: 3711.306885
	Iteration 330Q: 3 clusters Score -1.213432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -12134327.000000 Penalty: 3711.306885
	Iteration 331Q: 3 clusters Score -1.213433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -12134315.000000 Penalty: 3711.306885
	Iteration 332Q: 3 clusters Score -1.213432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -12134321.000000 Penalty: 3711.306885
	Iteration 333Q: 3 clusters Score -1.213432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -12134315.000000 Penalty: 3711.306885
	Iteration 334Q: 3 clusters Score -1.213432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -12134319.000000 Penalty: 3711.306885
	Iteration 335Q: 3 clusters Score -1.213432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -12134319.000000 Penalty: 3711.306885
	Iteration 336F: 3 clusters Score -1.213432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Entering Unmasked Estep 
Score: -5471440.500000 Penalty: 1726.921997
	Iteration 0F: 2 clusters Score -5471440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5444031.000000 Penalty: 3453.843994
	Iteration 0F: 3 clusters Score -5444031 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5454690.500000 Penalty: 3453.843994
	Iteration 1F: 3 clusters Score -5454690 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5455369.000000 Penalty: 3453.843994
	Iteration 2Q: 3 clusters Score -5455369 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -5456418.000000 Penalty: 3453.843994
	Iteration 3Q: 3 clusters Score -5456418 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5458203.000000 Penalty: 3453.843994
	Iteration 4F: 3 clusters Score -5458203 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5461110.500000 Penalty: 3453.843994
	Iteration 5F: 3 clusters Score -5461110 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5464818.000000 Penalty: 3453.843994
	Iteration 6F: 3 clusters Score -5464818 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5468280.500000 Penalty: 3453.843994
	Iteration 7F: 3 clusters Score -5468280 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5470234.500000 Penalty: 3453.843994
	Iteration 8F: 3 clusters Score -5470234 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -5470975.500000 Penalty: 3453.843994
	Iteration 9Q: 3 clusters Score -5470976 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5471339.000000 Penalty: 3453.843994
	Iteration 10Q: 3 clusters Score -5471339 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5471518.000000 Penalty: 3453.843994
	Iteration 11Q: 3 clusters Score -5471518 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -5471612.500000 Penalty: 3453.843994
	Iteration 12Q: 3 clusters Score -5471612 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5471670.000000 Penalty: 3453.843994
	Iteration 13Q: 3 clusters Score -5471670 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5471711.500000 Penalty: 3453.843994
	Iteration 14Q: 3 clusters Score -5471712 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -5471736.500000 Penalty: 3453.843994
	Iteration 15Q: 3 clusters Score -5471736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5471745.500000 Penalty: 3453.843994
	Iteration 16Q: 3 clusters Score -5471746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5471755.500000 Penalty: 3453.843994
	Iteration 17Q: 3 clusters Score -5471756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5471767.000000 Penalty: 3453.843994
	Iteration 18Q: 3 clusters Score -5471767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5471760.000000 Penalty: 3453.843994
	Iteration 19Q: 3 clusters Score -5471760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5471770.500000 Penalty: 3453.843994
	Iteration 20F: 3 clusters Score -5471770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5471766.000000 Penalty: 3453.843994
	Iteration 21Q: 3 clusters Score -5471766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5471769.000000 Penalty: 3453.843994
	Iteration 22Q: 3 clusters Score -5471769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5471758.500000 Penalty: 3453.843994
	Iteration 23Q: 3 clusters Score -5471758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5471760.500000 Penalty: 3453.843994
	Iteration 24Q: 3 clusters Score -5471760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5471755.500000 Penalty: 3453.843994
	Iteration 25Q: 3 clusters Score -5471756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -5471756.000000 Penalty: 3453.843994
	Iteration 26Q: 3 clusters Score -5471756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5471750.000000 Penalty: 3453.843994
	Iteration 27Q: 3 clusters Score -5471750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5471758.000000 Penalty: 3453.843994
	Iteration 28Q: 3 clusters Score -5471758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5471752.500000 Penalty: 3453.843994
	Iteration 29Q: 3 clusters Score -5471752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5471744.000000 Penalty: 3453.843994
	Iteration 30Q: 3 clusters Score -5471744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5471753.500000 Penalty: 3453.843994
	Iteration 31Q: 3 clusters Score -5471754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -5471751.500000 Penalty: 3453.843994
	Iteration 32Q: 3 clusters Score -5471752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5471751.500000 Penalty: 3453.843994
	Iteration 33Q: 3 clusters Score -5471752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5471753.000000 Penalty: 3453.843994
	Iteration 34Q: 3 clusters Score -5471753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5471750.000000 Penalty: 3453.843994
	Iteration 35Q: 3 clusters Score -5471750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5471748.000000 Penalty: 3453.843994
	Iteration 36Q: 3 clusters Score -5471748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5471743.500000 Penalty: 3453.843994
	Iteration 37Q: 3 clusters Score -5471744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5471749.000000 Penalty: 3453.843994
	Iteration 38Q: 3 clusters Score -5471749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -5471750.500000 Penalty: 3453.843994
	Iteration 39Q: 3 clusters Score -5471750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5471754.500000 Penalty: 3453.843994
	Iteration 40F: 3 clusters Score -5471754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -5471752.500000 Penalty: 3453.843994
	Iteration 41Q: 3 clusters Score -5471752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -5471757.000000 Penalty: 3453.843994
	Iteration 42Q: 3 clusters Score -5471757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5471758.500000 Penalty: 3453.843994
	Iteration 43Q: 3 clusters Score -5471758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5471756.000000 Penalty: 3453.843994
	Iteration 44Q: 3 clusters Score -5471756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5471756.000000 Penalty: 3453.843994
	Iteration 45Q: 3 clusters Score -5471756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5471758.500000 Penalty: 3453.843994
	Iteration 46Q: 3 clusters Score -5471758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5471760.000000 Penalty: 3453.843994
	Iteration 47Q: 3 clusters Score -5471760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5471759.000000 Penalty: 3453.843994
	Iteration 48Q: 3 clusters Score -5471759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5471761.500000 Penalty: 3453.843994
	Iteration 49Q: 3 clusters Score -5471762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5471761.500000 Penalty: 3453.843994
	Iteration 50Q: 3 clusters Score -5471762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -5471759.500000 Penalty: 3453.843994
	Iteration 51Q: 3 clusters Score -5471760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5471760.500000 Penalty: 3453.843994
	Iteration 52Q: 3 clusters Score -5471760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5471756.500000 Penalty: 3453.843994
	Iteration 53Q: 3 clusters Score -5471756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -5471754.000000 Penalty: 3453.843994
	Iteration 54Q: 3 clusters Score -5471754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5471755.500000 Penalty: 3453.843994
	Iteration 55Q: 3 clusters Score -5471756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5471756.000000 Penalty: 3453.843994
	Iteration 56Q: 3 clusters Score -5471756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5471754.000000 Penalty: 3453.843994
	Iteration 57Q: 3 clusters Score -5471754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -5471752.500000 Penalty: 3453.843994
	Iteration 58Q: 3 clusters Score -5471752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5471764.500000 Penalty: 3453.843994
	Iteration 59Q: 3 clusters Score -5471764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5471772.500000 Penalty: 3453.843994
	Iteration 60F: 3 clusters Score -5471772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -5471778.000000 Penalty: 3453.843994
	Iteration 61Q: 3 clusters Score -5471778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5471773.000000 Penalty: 3453.843994
	Iteration 62Q: 3 clusters Score -5471773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5471763.000000 Penalty: 3453.843994
	Iteration 63Q: 3 clusters Score -5471763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -5471770.500000 Penalty: 3453.843994
	Iteration 64Q: 3 clusters Score -5471770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -5471762.500000 Penalty: 3453.843994
	Iteration 65Q: 3 clusters Score -5471762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5471767.500000 Penalty: 3453.843994
	Iteration 66Q: 3 clusters Score -5471768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5471767.500000 Penalty: 3453.843994
	Iteration 67Q: 3 clusters Score -5471768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -5471759.500000 Penalty: 3453.843994
	Iteration 68Q: 3 clusters Score -5471760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -5471758.500000 Penalty: 3453.843994
	Iteration 69Q: 3 clusters Score -5471758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -5471760.500000 Penalty: 3453.843994
	Iteration 70Q: 3 clusters Score -5471760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5471766.500000 Penalty: 3453.843994
	Iteration 71Q: 3 clusters Score -5471766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5471766.500000 Penalty: 3453.843994
	Iteration 72F: 3 clusters Score -5471766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 11058 members 
Mstep: Class 30 contains 30184 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979344.000000 Penalty: 106718.789062
Splitting cluster 29 changes total score from -85979792.000000 to -85979344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -1204899.500000 Penalty: 1484.327515
	Iteration 0F: 2 clusters Score -1204900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1198234.250000 Penalty: 2968.655029
	Iteration 0F: 3 clusters Score -1198234 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1200619.250000 Penalty: 2968.655029
	Iteration 1F: 3 clusters Score -1200619 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1200982.875000 Penalty: 2968.655029
	Iteration 2F: 3 clusters Score -1200983 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1201319.750000 Penalty: 2968.655029
	Iteration 3F: 3 clusters Score -1201320 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1201648.000000 Penalty: 2968.655029
	Iteration 4F: 3 clusters Score -1201648 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1201938.000000 Penalty: 2968.655029
	Iteration 5F: 3 clusters Score -1201938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1202179.375000 Penalty: 2968.655029
	Iteration 6Q: 3 clusters Score -1202179 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1202369.125000 Penalty: 2968.655029
	Iteration 7Q: 3 clusters Score -1202369 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1202534.500000 Penalty: 2968.655029
	Iteration 8Q: 3 clusters Score -1202534 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1202680.000000 Penalty: 2968.655029
	Iteration 9Q: 3 clusters Score -1202680 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1202769.375000 Penalty: 2968.655029
	Iteration 10Q: 3 clusters Score -1202769 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1202812.250000 Penalty: 2968.655029
	Iteration 11Q: 3 clusters Score -1202812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1202839.000000 Penalty: 2968.655029
	Iteration 12Q: 3 clusters Score -1202839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1202858.375000 Penalty: 2968.655029
	Iteration 13Q: 3 clusters Score -1202858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1202868.000000 Penalty: 2968.655029
	Iteration 14Q: 3 clusters Score -1202868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1202873.125000 Penalty: 2968.655029
	Iteration 15Q: 3 clusters Score -1202873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1202878.375000 Penalty: 2968.655029
	Iteration 16Q: 3 clusters Score -1202878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1202882.875000 Penalty: 2968.655029
	Iteration 17Q: 3 clusters Score -1202883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1202887.250000 Penalty: 2968.655029
	Iteration 18Q: 3 clusters Score -1202887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1202888.750000 Penalty: 2968.655029
	Iteration 19Q: 3 clusters Score -1202889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1202898.125000 Penalty: 2968.655029
	Iteration 20F: 3 clusters Score -1202898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1202901.875000 Penalty: 2968.655029
	Iteration 21Q: 3 clusters Score -1202902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1202905.250000 Penalty: 2968.655029
	Iteration 22Q: 3 clusters Score -1202905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1202907.125000 Penalty: 2968.655029
	Iteration 23Q: 3 clusters Score -1202907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1202909.500000 Penalty: 2968.655029
	Iteration 24Q: 3 clusters Score -1202910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1202910.875000 Penalty: 2968.655029
	Iteration 25Q: 3 clusters Score -1202911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1202915.625000 Penalty: 2968.655029
	Iteration 26Q: 3 clusters Score -1202916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1202918.500000 Penalty: 2968.655029
	Iteration 27Q: 3 clusters Score -1202918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1202916.750000 Penalty: 2968.655029
	Iteration 28Q: 3 clusters Score -1202917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1202915.125000 Penalty: 2968.655029
	Iteration 29Q: 3 clusters Score -1202915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1202913.625000 Penalty: 2968.655029
	Iteration 30Q: 3 clusters Score -1202914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1202914.000000 Penalty: 2968.655029
	Iteration 31Q: 3 clusters Score -1202914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1202913.625000 Penalty: 2968.655029
	Iteration 32Q: 3 clusters Score -1202914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1202913.500000 Penalty: 2968.655029
	Iteration 33Q: 3 clusters Score -1202914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1202913.250000 Penalty: 2968.655029
	Iteration 34Q: 3 clusters Score -1202913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1202913.250000 Penalty: 2968.655029
	Iteration 35F: 3 clusters Score -1202913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21117.986328 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21117.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21273.498047 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21273.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21426.445312 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -21426.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21505.828125 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -21505.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21591.580078 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21591.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21625.675781 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21625.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21649.427734 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -21649.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21649.427734 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -21649.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -101646.539062 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -101646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100458.078125 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -100458.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100724.734375 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -100724.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100782.687500 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -100782.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100803.851562 Penalty: 2134.168457
	Iteration 3Q: 3 clusters Score -100803.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100824.132812 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -100824.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100843.468750 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -100843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100875.750000 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -100875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100902.976562 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -100903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100919.304688 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -100919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100936.000000 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -100936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100950.250000 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -100950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100961.351562 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -100961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100966.812500 Penalty: 2134.168457
	Iteration 12Q: 3 clusters Score -100966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100969.539062 Penalty: 2134.168457
	Iteration 13Q: 3 clusters Score -100969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100975.625000 Penalty: 2134.168457
	Iteration 14Q: 3 clusters Score -100975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100984.820312 Penalty: 2134.168457
	Iteration 15Q: 3 clusters Score -100984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -100999.695312 Penalty: 2134.168457
	Iteration 16Q: 3 clusters Score -100999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101003.921875 Penalty: 2134.168457
	Iteration 17Q: 3 clusters Score -101003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101003.921875 Penalty: 2134.168457
	Iteration 18F: 3 clusters Score -101003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -286394.218750 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -286394.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284166.218750 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -284166.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284866.906250 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -284866.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285116.687500 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -285116.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -285263.843750 Penalty: 2512.734863
	Iteration 3F: 3 clusters Score -285263.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285378.031250 Penalty: 2512.734863
	Iteration 4F: 3 clusters Score -285378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -285458.062500 Penalty: 2512.734863
	Iteration 5Q: 3 clusters Score -285458.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -285533.687500 Penalty: 2512.734863
	Iteration 6Q: 3 clusters Score -285533.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -285622.843750 Penalty: 2512.734863
	Iteration 7Q: 3 clusters Score -285622.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -285690.125000 Penalty: 2512.734863
	Iteration 8Q: 3 clusters Score -285690.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -285730.406250 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -285730.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -285753.531250 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -285753.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -285768.625000 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -285768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -285775.281250 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -285775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -285787.156250 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -285787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -285794.843750 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -285794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -285799.968750 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -285800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -285802.312500 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -285802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -285804.906250 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -285804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -285805.250000 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -285805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -285806.156250 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -285806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -285808.312500 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -285808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -285810.125000 Penalty: 2512.734863
	Iteration 21Q: 3 clusters Score -285810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -285811.312500 Penalty: 2512.734863
	Iteration 22Q: 3 clusters Score -285811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -285812.468750 Penalty: 2512.734863
	Iteration 23Q: 3 clusters Score -285812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -285812.468750 Penalty: 2512.734863
	Iteration 24F: 3 clusters Score -285812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141170.640625 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141170.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141382.531250 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141382.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141438.984375 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141464.578125 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141464.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141476.125000 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141486.406250 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141491.421875 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141497.250000 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141501.890625 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141504.359375 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141504.640625 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141505.281250 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141507.093750 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141508.515625 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141509.640625 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -141509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141511.546875 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -141511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141513.343750 Penalty: 2215.439209
	Iteration 16Q: 3 clusters Score -141513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141514.875000 Penalty: 2215.439209
	Iteration 17Q: 3 clusters Score -141514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141515.593750 Penalty: 2215.439209
	Iteration 18Q: 3 clusters Score -141515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141515.593750 Penalty: 2215.439209
	Iteration 19F: 3 clusters Score -141515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Entering Unmasked Estep 
Score: -3905870.750000 Penalty: 1674.161499
	Iteration 0F: 2 clusters Score -3905871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3885778.250000 Penalty: 3348.322998
	Iteration 0F: 3 clusters Score -3885778 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3893511.500000 Penalty: 3348.322998
	Iteration 1F: 3 clusters Score -3893512 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3894083.000000 Penalty: 3348.322998
	Iteration 2Q: 3 clusters Score -3894083 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3894825.500000 Penalty: 3348.322998
	Iteration 3F: 3 clusters Score -3894826 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3895850.750000 Penalty: 3348.322998
	Iteration 4F: 3 clusters Score -3895851 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3897094.750000 Penalty: 3348.322998
	Iteration 5F: 3 clusters Score -3897095 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3898551.750000 Penalty: 3348.322998
	Iteration 6F: 3 clusters Score -3898552 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3899903.000000 Penalty: 3348.322998
	Iteration 7F: 3 clusters Score -3899903 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3901103.250000 Penalty: 3348.322998
	Iteration 8F: 3 clusters Score -3901103 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3902001.750000 Penalty: 3348.322998
	Iteration 9Q: 3 clusters Score -3902002 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3902651.000000 Penalty: 3348.322998
	Iteration 10Q: 3 clusters Score -3902651 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3903072.250000 Penalty: 3348.322998
	Iteration 11Q: 3 clusters Score -3903072 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3903338.500000 Penalty: 3348.322998
	Iteration 12Q: 3 clusters Score -3903338 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3903547.000000 Penalty: 3348.322998
	Iteration 13Q: 3 clusters Score -3903547 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3903732.500000 Penalty: 3348.322998
	Iteration 14Q: 3 clusters Score -3903732 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3903841.250000 Penalty: 3348.322998
	Iteration 15Q: 3 clusters Score -3903841 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3903949.000000 Penalty: 3348.322998
	Iteration 16Q: 3 clusters Score -3903949 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3904024.750000 Penalty: 3348.322998
	Iteration 17Q: 3 clusters Score -3904025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3904081.750000 Penalty: 3348.322998
	Iteration 18Q: 3 clusters Score -3904082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3904131.500000 Penalty: 3348.322998
	Iteration 19Q: 3 clusters Score -3904132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3904188.500000 Penalty: 3348.322998
	Iteration 20F: 3 clusters Score -3904188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3904241.750000 Penalty: 3348.322998
	Iteration 21Q: 3 clusters Score -3904242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3904287.500000 Penalty: 3348.322998
	Iteration 22Q: 3 clusters Score -3904288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3904309.250000 Penalty: 3348.322998
	Iteration 23Q: 3 clusters Score -3904309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3904347.750000 Penalty: 3348.322998
	Iteration 24Q: 3 clusters Score -3904348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3904379.250000 Penalty: 3348.322998
	Iteration 25Q: 3 clusters Score -3904379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3904409.000000 Penalty: 3348.322998
	Iteration 26Q: 3 clusters Score -3904409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3904426.250000 Penalty: 3348.322998
	Iteration 27Q: 3 clusters Score -3904426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3904451.000000 Penalty: 3348.322998
	Iteration 28Q: 3 clusters Score -3904451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3904460.000000 Penalty: 3348.322998
	Iteration 29Q: 3 clusters Score -3904460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3904484.750000 Penalty: 3348.322998
	Iteration 30Q: 3 clusters Score -3904485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3904489.750000 Penalty: 3348.322998
	Iteration 31Q: 3 clusters Score -3904490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3904508.250000 Penalty: 3348.322998
	Iteration 32Q: 3 clusters Score -3904508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3904538.250000 Penalty: 3348.322998
	Iteration 33Q: 3 clusters Score -3904538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3904563.500000 Penalty: 3348.322998
	Iteration 34Q: 3 clusters Score -3904564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3904575.000000 Penalty: 3348.322998
	Iteration 35Q: 3 clusters Score -3904575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3904579.000000 Penalty: 3348.322998
	Iteration 36Q: 3 clusters Score -3904579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3904588.500000 Penalty: 3348.322998
	Iteration 37Q: 3 clusters Score -3904588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3904596.250000 Penalty: 3348.322998
	Iteration 38Q: 3 clusters Score -3904596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3904596.250000 Penalty: 3348.322998
	Iteration 39Q: 3 clusters Score -3904596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3904597.750000 Penalty: 3348.322998
	Iteration 40F: 3 clusters Score -3904598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3904605.000000 Penalty: 3348.322998
	Iteration 41Q: 3 clusters Score -3904605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3904609.000000 Penalty: 3348.322998
	Iteration 42Q: 3 clusters Score -3904609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3904614.000000 Penalty: 3348.322998
	Iteration 43Q: 3 clusters Score -3904614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3904614.500000 Penalty: 3348.322998
	Iteration 44Q: 3 clusters Score -3904614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3904620.500000 Penalty: 3348.322998
	Iteration 45Q: 3 clusters Score -3904620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3904628.000000 Penalty: 3348.322998
	Iteration 46Q: 3 clusters Score -3904628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3904631.250000 Penalty: 3348.322998
	Iteration 47Q: 3 clusters Score -3904631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3904629.250000 Penalty: 3348.322998
	Iteration 48Q: 3 clusters Score -3904629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3904635.500000 Penalty: 3348.322998
	Iteration 49Q: 3 clusters Score -3904636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3904636.500000 Penalty: 3348.322998
	Iteration 50Q: 3 clusters Score -3904636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3904638.000000 Penalty: 3348.322998
	Iteration 51Q: 3 clusters Score -3904638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3904638.000000 Penalty: 3348.322998
	Iteration 52F: 3 clusters Score -3904638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -44202.175781 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -44202.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43259.875000 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -43259.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43375.816406 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -43375.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43411.109375 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -43411.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43415.824219 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -43415.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43415.824219 Penalty: 1907.521484
	Iteration 4F: 3 clusters Score -43415.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39609.089844 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39609.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39834.730469 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39834.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39944.734375 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -39944.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40026.820312 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -40026.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40068.382812 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -40068.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40112.027344 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40112.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40198.882812 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40198.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40271.808594 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40271.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40295.007812 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40295.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40336.640625 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40336.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40353.140625 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40353.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40365.375000 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40365.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40365.375000 Penalty: 1972.989746
	Iteration 12F: 3 clusters Score -40365.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (63663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Entering Unmasked Estep 
Score: -8424621.000000 Penalty: 1797.470703
	Iteration 0F: 2 clusters Score -8424621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -8384038.000000 Penalty: 3594.941406
	Iteration 0F: 3 clusters Score -8384038 nChanged 29897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -8401009.000000 Penalty: 3594.941406
	Iteration 1F: 3 clusters Score -8401009 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8401469.000000 Penalty: 3594.941406
	Iteration 2Q: 3 clusters Score -8401469 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8401921.000000 Penalty: 3594.941406
	Iteration 3Q: 3 clusters Score -8401921 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -8402331.000000 Penalty: 3594.941406
	Iteration 4Q: 3 clusters Score -8402331 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -8402871.000000 Penalty: 3594.941406
	Iteration 5Q: 3 clusters Score -8402871 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -8403632.000000 Penalty: 3594.941406
	Iteration 6Q: 3 clusters Score -8403632 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -8404707.000000 Penalty: 3594.941406
	Iteration 7Q: 3 clusters Score -8404707 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8406457.000000 Penalty: 3594.941406
	Iteration 8F: 3 clusters Score -8406457 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -8409013.000000 Penalty: 3594.941406
	Iteration 9F: 3 clusters Score -8409013 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -8412352.000000 Penalty: 3594.941406
	Iteration 10F: 3 clusters Score -8412352 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -8415836.000000 Penalty: 3594.941406
	Iteration 11F: 3 clusters Score -8415836 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -8418795.000000 Penalty: 3594.941406
	Iteration 12F: 3 clusters Score -8418795 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8420833.000000 Penalty: 3594.941406
	Iteration 13Q: 3 clusters Score -8420833 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8421982.000000 Penalty: 3594.941406
	Iteration 14Q: 3 clusters Score -8421982 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8422554.000000 Penalty: 3594.941406
	Iteration 15Q: 3 clusters Score -8422554 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8422813.000000 Penalty: 3594.941406
	Iteration 16Q: 3 clusters Score -8422813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8422945.000000 Penalty: 3594.941406
	Iteration 17Q: 3 clusters Score -8422945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8423018.000000 Penalty: 3594.941406
	Iteration 18Q: 3 clusters Score -8423018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8423052.000000 Penalty: 3594.941406
	Iteration 19Q: 3 clusters Score -8423052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8423069.000000 Penalty: 3594.941406
	Iteration 20F: 3 clusters Score -8423069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8423074.000000 Penalty: 3594.941406
	Iteration 21Q: 3 clusters Score -8423074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8423080.000000 Penalty: 3594.941406
	Iteration 22Q: 3 clusters Score -8423080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8423082.000000 Penalty: 3594.941406
	Iteration 23Q: 3 clusters Score -8423082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8423090.000000 Penalty: 3594.941406
	Iteration 24Q: 3 clusters Score -8423090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8423093.000000 Penalty: 3594.941406
	Iteration 25Q: 3 clusters Score -8423093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8423086.000000 Penalty: 3594.941406
	Iteration 26Q: 3 clusters Score -8423086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8423093.000000 Penalty: 3594.941406
	Iteration 27Q: 3 clusters Score -8423093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8423098.000000 Penalty: 3594.941406
	Iteration 28Q: 3 clusters Score -8423098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8423105.000000 Penalty: 3594.941406
	Iteration 29Q: 3 clusters Score -8423105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8423104.000000 Penalty: 3594.941406
	Iteration 30Q: 3 clusters Score -8423104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8423108.000000 Penalty: 3594.941406
	Iteration 31Q: 3 clusters Score -8423108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8423107.000000 Penalty: 3594.941406
	Iteration 32Q: 3 clusters Score -8423107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8423111.000000 Penalty: 3594.941406
	Iteration 33Q: 3 clusters Score -8423111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8423111.000000 Penalty: 3594.941406
	Iteration 34F: 3 clusters Score -8423111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (82655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Entering Unmasked Estep 
Score: -11043516.000000 Penalty: 1839.895020
	Iteration 0F: 2 clusters Score -1.104352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -10993998.000000 Penalty: 3679.790039
	Iteration 0F: 3 clusters Score -1.0994e+07 nChanged 39276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -11016887.000000 Penalty: 3679.790039
	Iteration 1F: 3 clusters Score -1.101689e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -11017553.000000 Penalty: 3679.790039
	Iteration 2Q: 3 clusters Score -1.101755e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -11018748.000000 Penalty: 3679.790039
	Iteration 3Q: 3 clusters Score -1.101875e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -11020641.000000 Penalty: 3679.790039
	Iteration 4Q: 3 clusters Score -1.102064e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -11023752.000000 Penalty: 3679.790039
	Iteration 5F: 3 clusters Score -1.102375e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -11028359.000000 Penalty: 3679.790039
	Iteration 6F: 3 clusters Score -1.102836e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -11033755.000000 Penalty: 3679.790039
	Iteration 7F: 3 clusters Score -1.103376e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -11037654.000000 Penalty: 3679.790039
	Iteration 8F: 3 clusters Score -1.103765e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -11039935.000000 Penalty: 3679.790039
	Iteration 9Q: 3 clusters Score -1.103994e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -11040947.000000 Penalty: 3679.790039
	Iteration 10Q: 3 clusters Score -1.104095e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -11041299.000000 Penalty: 3679.790039
	Iteration 11Q: 3 clusters Score -1.10413e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -11041551.000000 Penalty: 3679.790039
	Iteration 12Q: 3 clusters Score -1.104155e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -11041703.000000 Penalty: 3679.790039
	Iteration 13Q: 3 clusters Score -1.10417e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -11041794.000000 Penalty: 3679.790039
	Iteration 14Q: 3 clusters Score -1.104179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -11041852.000000 Penalty: 3679.790039
	Iteration 15Q: 3 clusters Score -1.104185e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -11041874.000000 Penalty: 3679.790039
	Iteration 16Q: 3 clusters Score -1.104187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -11041887.000000 Penalty: 3679.790039
	Iteration 17Q: 3 clusters Score -1.104189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -11041909.000000 Penalty: 3679.790039
	Iteration 18Q: 3 clusters Score -1.104191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -11041928.000000 Penalty: 3679.790039
	Iteration 19Q: 3 clusters Score -1.104193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -11041937.000000 Penalty: 3679.790039
	Iteration 20F: 3 clusters Score -1.104194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -11041938.000000 Penalty: 3679.790039
	Iteration 21Q: 3 clusters Score -1.104194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -11041944.000000 Penalty: 3679.790039
	Iteration 22Q: 3 clusters Score -1.104194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -11041943.000000 Penalty: 3679.790039
	Iteration 23Q: 3 clusters Score -1.104194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -11041954.000000 Penalty: 3679.790039
	Iteration 24Q: 3 clusters Score -1.104195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -11041953.000000 Penalty: 3679.790039
	Iteration 25Q: 3 clusters Score -1.104195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -11041952.000000 Penalty: 3679.790039
	Iteration 26Q: 3 clusters Score -1.104195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -11041955.000000 Penalty: 3679.790039
	Iteration 27Q: 3 clusters Score -1.104196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -11041957.000000 Penalty: 3679.790039
	Iteration 28Q: 3 clusters Score -1.104196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -11041962.000000 Penalty: 3679.790039
	Iteration 29Q: 3 clusters Score -1.104196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -11041962.000000 Penalty: 3679.790039
	Iteration 30Q: 3 clusters Score -1.104196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -11041962.000000 Penalty: 3679.790039
	Iteration 31F: 3 clusters Score -1.104196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13952.007812 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13952.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14026.600586 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14026.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14044.129883 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -14044.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14049.354492 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14049.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14053.384766 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14053.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14060.950195 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14060.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14070.139648 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14070.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14107.555664 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -14107.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14140.259766 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -14140.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14180.695312 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -14180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14199.635742 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -14199.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14203.509766 Penalty: 1754.402954
	Iteration 11Q: 3 clusters Score -14203.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14203.509766 Penalty: 1754.402954
	Iteration 12F: 3 clusters Score -14203.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48888.921875 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48888.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49074.312500 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49074.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49120.535156 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49120.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49155.347656 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49155.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49186.730469 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49186.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49199.191406 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49199.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49218.757812 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49218.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49221.210938 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49221.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49221.210938 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -49221.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68975.937500 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68975.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69146.632812 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69146.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69203.531250 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69203.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69241.617188 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69241.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69268.429688 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69268.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69295.867188 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69295.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69333.164062 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69333.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69362.398438 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69378.734375 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69378.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69405.109375 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69405.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69433.640625 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69433.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69474.937500 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -69474.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69494.640625 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -69494.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69495.820312 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -69495.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69495.820312 Penalty: 1933.958862
	Iteration 14F: 3 clusters Score -69495.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -48152.550781 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -48152.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47196.457031 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -47196.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47355.191406 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -47355.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47413.664062 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -47413.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47466.808594 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -47466.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47482.667969 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -47482.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47503.808594 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -47503.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47523.835938 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -47523.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47535.878906 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -47535.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47564.089844 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -47564.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47582.011719 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -47582.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47591.000000 Penalty: 1965.395996
	Iteration 10Q: 3 clusters Score -47591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47616.988281 Penalty: 1965.395996
	Iteration 11Q: 3 clusters Score -47616.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47631.144531 Penalty: 1965.395996
	Iteration 12Q: 3 clusters Score -47631.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47648.621094 Penalty: 1965.395996
	Iteration 13Q: 3 clusters Score -47648.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47668.933594 Penalty: 1965.395996
	Iteration 14Q: 3 clusters Score -47668.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47691.476562 Penalty: 1965.395996
	Iteration 15Q: 3 clusters Score -47691.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47718.312500 Penalty: 1965.395996
	Iteration 16Q: 3 clusters Score -47718.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47728.113281 Penalty: 1965.395996
	Iteration 17Q: 3 clusters Score -47728.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47732.195312 Penalty: 1965.395996
	Iteration 18Q: 3 clusters Score -47732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47740.535156 Penalty: 1965.395996
	Iteration 19Q: 3 clusters Score -47740.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47742.953125 Penalty: 1965.395996
	Iteration 20F: 3 clusters Score -47742.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47751.789062 Penalty: 1965.395996
	Iteration 21Q: 3 clusters Score -47751.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47763.652344 Penalty: 1965.395996
	Iteration 22Q: 3 clusters Score -47763.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47763.652344 Penalty: 1965.395996
	Iteration 23F: 3 clusters Score -47763.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (66245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Entering Unmasked Estep 
Score: -8809620.000000 Penalty: 1803.931274
	Iteration 0F: 2 clusters Score -8809620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -8766170.000000 Penalty: 3607.862549
	Iteration 0F: 3 clusters Score -8766170 nChanged 31269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8784013.000000 Penalty: 3607.862549
	Iteration 1F: 3 clusters Score -8784013 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -8784918.000000 Penalty: 3607.862549
	Iteration 2Q: 3 clusters Score -8784918 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -8786158.000000 Penalty: 3607.862549
	Iteration 3Q: 3 clusters Score -8786158 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8788022.000000 Penalty: 3607.862549
	Iteration 4F: 3 clusters Score -8788022 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8790986.000000 Penalty: 3607.862549
	Iteration 5F: 3 clusters Score -8790986 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -8794835.000000 Penalty: 3607.862549
	Iteration 6F: 3 clusters Score -8794835 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -8799069.000000 Penalty: 3607.862549
	Iteration 7F: 3 clusters Score -8799069 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -8802533.000000 Penalty: 3607.862549
	Iteration 8F: 3 clusters Score -8802533 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -8804845.000000 Penalty: 3607.862549
	Iteration 9Q: 3 clusters Score -8804845 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8806074.000000 Penalty: 3607.862549
	Iteration 10Q: 3 clusters Score -8806074 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8806757.000000 Penalty: 3607.862549
	Iteration 11Q: 3 clusters Score -8806757 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -8807226.000000 Penalty: 3607.862549
	Iteration 12Q: 3 clusters Score -8807226 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8807481.000000 Penalty: 3607.862549
	Iteration 13Q: 3 clusters Score -8807481 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -8807670.000000 Penalty: 3607.862549
	Iteration 14Q: 3 clusters Score -8807670 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -8807789.000000 Penalty: 3607.862549
	Iteration 15Q: 3 clusters Score -8807789 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -8807868.000000 Penalty: 3607.862549
	Iteration 16Q: 3 clusters Score -8807868 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -8807945.000000 Penalty: 3607.862549
	Iteration 17Q: 3 clusters Score -8807945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -8808005.000000 Penalty: 3607.862549
	Iteration 18Q: 3 clusters Score -8808005 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -8808027.000000 Penalty: 3607.862549
	Iteration 19Q: 3 clusters Score -8808027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -8808077.000000 Penalty: 3607.862549
	Iteration 20F: 3 clusters Score -8808077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -8808103.000000 Penalty: 3607.862549
	Iteration 21Q: 3 clusters Score -8808103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -8808137.000000 Penalty: 3607.862549
	Iteration 22Q: 3 clusters Score -8808137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -8808132.000000 Penalty: 3607.862549
	Iteration 23Q: 3 clusters Score -8808132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -8808134.000000 Penalty: 3607.862549
	Iteration 24Q: 3 clusters Score -8808134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -8808149.000000 Penalty: 3607.862549
	Iteration 25Q: 3 clusters Score -8808149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -8808157.000000 Penalty: 3607.862549
	Iteration 26Q: 3 clusters Score -8808157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -8808155.000000 Penalty: 3607.862549
	Iteration 27Q: 3 clusters Score -8808155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -8808152.000000 Penalty: 3607.862549
	Iteration 28Q: 3 clusters Score -8808152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -8808166.000000 Penalty: 3607.862549
	Iteration 29Q: 3 clusters Score -8808166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -8808163.000000 Penalty: 3607.862549
	Iteration 30Q: 3 clusters Score -8808163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -8808167.000000 Penalty: 3607.862549
	Iteration 31Q: 3 clusters Score -8808167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -8808167.000000 Penalty: 3607.862549
	Iteration 32Q: 3 clusters Score -8808167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -8808170.000000 Penalty: 3607.862549
	Iteration 33Q: 3 clusters Score -8808170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -8808167.000000 Penalty: 3607.862549
	Iteration 34Q: 3 clusters Score -8808167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -8808165.000000 Penalty: 3607.862549
	Iteration 35Q: 3 clusters Score -8808165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -8808165.000000 Penalty: 3607.862549
	Iteration 36Q: 3 clusters Score -8808165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -8808167.000000 Penalty: 3607.862549
	Iteration 37Q: 3 clusters Score -8808167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -8808160.000000 Penalty: 3607.862549
	Iteration 38Q: 3 clusters Score -8808160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -8808169.000000 Penalty: 3607.862549
	Iteration 39Q: 3 clusters Score -8808169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -8808176.000000 Penalty: 3607.862549
	Iteration 40F: 3 clusters Score -8808176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -8808180.000000 Penalty: 3607.862549
	Iteration 41Q: 3 clusters Score -8808180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -8808187.000000 Penalty: 3607.862549
	Iteration 42Q: 3 clusters Score -8808187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -8808191.000000 Penalty: 3607.862549
	Iteration 43Q: 3 clusters Score -8808191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -8808186.000000 Penalty: 3607.862549
	Iteration 44Q: 3 clusters Score -8808186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -8808187.000000 Penalty: 3607.862549
	Iteration 45Q: 3 clusters Score -8808187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -8808181.000000 Penalty: 3607.862549
	Iteration 46Q: 3 clusters Score -8808181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -8808176.000000 Penalty: 3607.862549
	Iteration 47Q: 3 clusters Score -8808176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -8808184.000000 Penalty: 3607.862549
	Iteration 48Q: 3 clusters Score -8808184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -8808182.000000 Penalty: 3607.862549
	Iteration 49Q: 3 clusters Score -8808182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -8808182.000000 Penalty: 3607.862549
	Iteration 50F: 3 clusters Score -8808182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -51225.367188 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -51225.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50302.777344 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -50302.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50570.050781 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -50570.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50655.570312 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -50655.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50722.324219 Penalty: 1994.058594
	Iteration 3Q: 3 clusters Score -50722.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50742.031250 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -50742.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50774.148438 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -50774.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50796.039062 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -50796.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50807.703125 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -50807.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50835.652344 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -50835.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50853.597656 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -50853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50863.007812 Penalty: 1994.058594
	Iteration 10Q: 3 clusters Score -50863.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50865.937500 Penalty: 1994.058594
	Iteration 11Q: 3 clusters Score -50865.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50870.695312 Penalty: 1994.058594
	Iteration 12Q: 3 clusters Score -50870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50873.273438 Penalty: 1994.058594
	Iteration 13Q: 3 clusters Score -50873.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50873.273438 Penalty: 1994.058594
	Iteration 14F: 3 clusters Score -50873.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19152.763672 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19152.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19282.251953 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19282.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19333.529297 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19333.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19344.384766 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19344.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19349.964844 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19349.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19352.554688 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19352.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19352.554688 Penalty: 1800.910645
	Iteration 6F: 3 clusters Score -19352.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -160887.921875 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -160887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -159409.765625 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -159409.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159778.078125 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -159778.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159876.562500 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -159876.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159947.828125 Penalty: 2268.222168
	Iteration 3Q: 3 clusters Score -159947.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160001.046875 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -160001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160041.531250 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -160041.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160073.500000 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -160073.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160095.515625 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -160095.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160118.953125 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -160119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160142.906250 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -160142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160161.968750 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -160162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160174.796875 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -160174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160186.140625 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -160186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160195.578125 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -160195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160207.640625 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -160207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160218.453125 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -160218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160224.281250 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -160224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160225.578125 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -160225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160226.765625 Penalty: 2268.222168
	Iteration 18Q: 3 clusters Score -160226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -160228.250000 Penalty: 2268.222168
	Iteration 19Q: 3 clusters Score -160228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160229.718750 Penalty: 2268.222168
	Iteration 20F: 3 clusters Score -160229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -160230.656250 Penalty: 2268.222168
	Iteration 21Q: 3 clusters Score -160230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160231.812500 Penalty: 2268.222168
	Iteration 22Q: 3 clusters Score -160231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160231.812500 Penalty: 2268.222168
	Iteration 23F: 3 clusters Score -160231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209549.968750 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209550 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -209844.609375 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209844.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209920.625000 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209920.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209963.843750 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -209963.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210018.812500 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -210018.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -210063.328125 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210063.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210087.859375 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210087.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210108.937500 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210140.375000 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210140.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -210161.203125 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210161.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -210175.828125 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210188.484375 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210204.890625 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210204.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210228.312500 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210242.093750 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -210254.984375 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210261.171875 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210267.781250 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210271.484375 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -210271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210272.781250 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -210272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210274.406250 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -210274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210276.609375 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -210276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210279.000000 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -210279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -210281.453125 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -210281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210284.546875 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -210284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210286.359375 Penalty: 2333.275146
	Iteration 25Q: 3 clusters Score -210286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210287.703125 Penalty: 2333.275146
	Iteration 26Q: 3 clusters Score -210287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210287.703125 Penalty: 2333.275146
	Iteration 27F: 3 clusters Score -210287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45584 members 
Mstep: Class 28 contains 91072 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29808 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63663 members 
Mstep: Class 41 contains 82655 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 66245 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979752.000000 Penalty: 104540.851562
Iteration 199Q: 49 clusters Score -8.597975e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30635 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22860 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43077 members 
Mstep: Class 10 contains 12338 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20509 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 30324 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18202 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45739 members 
Mstep: Class 28 contains 90969 members 
Mstep: Class 29 contains 40894 members 
Mstep: Class 31 contains 9266 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29800 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63684 members 
Mstep: Class 41 contains 82995 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65964 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979440.000000 Penalty: 104540.851562
Iteration 200F: 49 clusters Score -8.597944e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30667 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22872 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43221 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20526 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 30640 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18200 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45857 members 
Mstep: Class 28 contains 90857 members 
Mstep: Class 29 contains 40554 members 
Mstep: Class 31 contains 9265 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29803 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63720 members 
Mstep: Class 41 contains 83274 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65689 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978936.000000 Penalty: 104540.851562
Iteration 201Q: 49 clusters Score -8.597894e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30699 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22886 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43340 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 20523 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 30929 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18200 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 45977 members 
Mstep: Class 28 contains 90767 members 
Mstep: Class 29 contains 40261 members 
Mstep: Class 31 contains 9265 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29803 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63758 members 
Mstep: Class 41 contains 83523 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65419 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979296.000000 Penalty: 104540.851562
Iteration 202Q: 49 clusters Score -8.59793e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30747 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22896 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43438 members 
Mstep: Class 10 contains 11746 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20529 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 31236 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46084 members 
Mstep: Class 28 contains 90653 members 
Mstep: Class 29 contains 39966 members 
Mstep: Class 31 contains 9262 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29794 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63783 members 
Mstep: Class 41 contains 83742 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 65170 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979016.000000 Penalty: 104540.851562
Iteration 203Q: 49 clusters Score -8.597902e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30792 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22902 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43539 members 
Mstep: Class 10 contains 11573 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20514 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 31556 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11768 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18215 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46202 members 
Mstep: Class 28 contains 90510 members 
Mstep: Class 29 contains 39676 members 
Mstep: Class 31 contains 9260 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29784 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63802 members 
Mstep: Class 41 contains 83944 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64991 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978616.000000 Penalty: 104540.851562
Iteration 204Q: 49 clusters Score -8.597862e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30838 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22911 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43623 members 
Mstep: Class 10 contains 11408 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20502 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 31879 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18210 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46299 members 
Mstep: Class 28 contains 90403 members 
Mstep: Class 29 contains 39371 members 
Mstep: Class 31 contains 9258 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29784 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63822 members 
Mstep: Class 41 contains 84147 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64806 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978520.000000 Penalty: 104540.851562
Iteration 205Q: 49 clusters Score -8.597852e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30884 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43675 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20512 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32209 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18207 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46380 members 
Mstep: Class 28 contains 90302 members 
Mstep: Class 29 contains 39062 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29773 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63844 members 
Mstep: Class 41 contains 84330 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64681 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978504.000000 Penalty: 104540.851562
Iteration 206Q: 49 clusters Score -8.59785e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 30922 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22926 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43735 members 
Mstep: Class 10 contains 11078 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20516 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32566 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 90210 members 
Mstep: Class 29 contains 38740 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29760 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63858 members 
Mstep: Class 41 contains 84474 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64563 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978368.000000 Penalty: 104540.851562
Iteration 207Q: 49 clusters Score -8.597837e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30948 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43817 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20516 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 32944 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18208 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46559 members 
Mstep: Class 28 contains 90083 members 
Mstep: Class 29 contains 38427 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29748 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63876 members 
Mstep: Class 41 contains 84546 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64474 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978216.000000 Penalty: 104540.851562
Iteration 208Q: 49 clusters Score -8.597822e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22931 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43858 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20523 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 33332 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18211 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46628 members 
Mstep: Class 28 contains 89992 members 
Mstep: Class 29 contains 38128 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29744 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63903 members 
Mstep: Class 41 contains 84596 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64384 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978272.000000 Penalty: 104540.851562
Iteration 209Q: 49 clusters Score -8.597827e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31026 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22929 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43880 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20532 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 33732 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18219 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46678 members 
Mstep: Class 28 contains 89913 members 
Mstep: Class 29 contains 37833 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29734 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63922 members 
Mstep: Class 41 contains 84643 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64298 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978424.000000 Penalty: 104540.851562
Iteration 210Q: 49 clusters Score -8.597842e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31077 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22918 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43891 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20535 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18235 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46719 members 
Mstep: Class 28 contains 89797 members 
Mstep: Class 29 contains 37570 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29728 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63935 members 
Mstep: Class 41 contains 84711 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64219 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978344.000000 Penalty: 104540.851562
Iteration 211Q: 49 clusters Score -8.597834e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31109 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22911 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43908 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20538 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34504 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18240 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46761 members 
Mstep: Class 28 contains 89739 members 
Mstep: Class 29 contains 37316 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29731 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63946 members 
Mstep: Class 41 contains 84764 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64102 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978280.000000 Penalty: 104540.851562
Iteration 212Q: 49 clusters Score -8.597828e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31128 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22912 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20532 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 34893 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18261 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46766 members 
Mstep: Class 28 contains 89704 members 
Mstep: Class 29 contains 37108 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29744 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63968 members 
Mstep: Class 41 contains 84744 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 64001 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978208.000000 Penalty: 104540.851562
Iteration 213Q: 49 clusters Score -8.597821e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31149 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35304 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18270 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46769 members 
Mstep: Class 28 contains 89658 members 
Mstep: Class 29 contains 36881 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29739 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63986 members 
Mstep: Class 41 contains 84736 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63928 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978048.000000 Penalty: 104540.851562
Iteration 214Q: 49 clusters Score -8.597805e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31175 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22924 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43958 members 
Mstep: Class 10 contains 10079 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20524 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 35677 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11745 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46780 members 
Mstep: Class 28 contains 89568 members 
Mstep: Class 29 contains 36682 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29736 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64006 members 
Mstep: Class 41 contains 84768 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63874 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978320.000000 Penalty: 104540.851562
Iteration 215Q: 49 clusters Score -8.597832e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31201 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22934 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 9970 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20509 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 36088 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46811 members 
Mstep: Class 28 contains 89522 members 
Mstep: Class 29 contains 36488 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29733 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64018 members 
Mstep: Class 41 contains 84750 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63762 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978008.000000 Penalty: 104540.851562
Iteration 216Q: 49 clusters Score -8.597801e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31227 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22940 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43960 members 
Mstep: Class 10 contains 9884 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20501 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 36504 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11742 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46823 members 
Mstep: Class 28 contains 89480 members 
Mstep: Class 29 contains 36266 members 
Mstep: Class 31 contains 9259 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29726 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64025 members 
Mstep: Class 41 contains 84762 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63635 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978152.000000 Penalty: 104540.851562
Iteration 217Q: 49 clusters Score -8.597815e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31248 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22950 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43968 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20483 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11739 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46821 members 
Mstep: Class 28 contains 89396 members 
Mstep: Class 29 contains 36074 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29723 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64022 members 
Mstep: Class 41 contains 84823 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63529 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978088.000000 Penalty: 104540.851562
Iteration 218Q: 49 clusters Score -8.597809e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31270 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22957 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43978 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20446 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 37323 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46807 members 
Mstep: Class 28 contains 89309 members 
Mstep: Class 29 contains 35889 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29723 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64026 members 
Mstep: Class 41 contains 84870 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63421 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978264.000000 Penalty: 104540.851562
Iteration 219Q: 49 clusters Score -8.597826e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31289 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22962 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43986 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 37733 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46809 members 
Mstep: Class 28 contains 89221 members 
Mstep: Class 29 contains 35714 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29720 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64012 members 
Mstep: Class 41 contains 84935 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63301 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978344.000000 Penalty: 104540.851562
Iteration 220F: 49 clusters Score -8.597834e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31300 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22963 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 9533 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20407 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 38170 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11731 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18341 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 46817 members 
Mstep: Class 28 contains 89106 members 
Mstep: Class 29 contains 35532 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29709 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64016 members 
Mstep: Class 41 contains 84987 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63164 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978296.000000 Penalty: 104540.851562
Iteration 221Q: 49 clusters Score -8.59783e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31301 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22983 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44037 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 38619 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18351 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46838 members 
Mstep: Class 28 contains 88983 members 
Mstep: Class 29 contains 35351 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29697 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64034 members 
Mstep: Class 41 contains 84984 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 63034 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978368.000000 Penalty: 104540.851562
Iteration 222Q: 49 clusters Score -8.597837e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31288 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22991 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44066 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18369 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46844 members 
Mstep: Class 28 contains 88913 members 
Mstep: Class 29 contains 35150 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29689 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64041 members 
Mstep: Class 41 contains 84981 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62896 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978416.000000 Penalty: 104540.851562
Iteration 223Q: 49 clusters Score -8.597842e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31278 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22999 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44098 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20374 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 39557 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18374 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46866 members 
Mstep: Class 28 contains 88856 members 
Mstep: Class 29 contains 34934 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29686 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64045 members 
Mstep: Class 41 contains 84949 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62738 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978472.000000 Penalty: 104540.851562
Iteration 224Q: 49 clusters Score -8.597847e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31276 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44127 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20355 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 40060 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18386 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46862 members 
Mstep: Class 28 contains 88810 members 
Mstep: Class 29 contains 34698 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29682 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64050 members 
Mstep: Class 41 contains 84939 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62557 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978696.000000 Penalty: 104540.851562
Iteration 225Q: 49 clusters Score -8.59787e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31273 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 23013 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44150 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20345 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 40613 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18397 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46854 members 
Mstep: Class 28 contains 88816 members 
Mstep: Class 29 contains 34465 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29673 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64049 members 
Mstep: Class 41 contains 84844 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62374 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978704.000000 Penalty: 104540.851562
Iteration 226Q: 49 clusters Score -8.59787e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31263 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44178 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20331 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 41198 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18407 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46861 members 
Mstep: Class 28 contains 88788 members 
Mstep: Class 29 contains 34245 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29674 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64057 members 
Mstep: Class 41 contains 84716 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 62175 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978632.000000 Penalty: 104540.851562
Iteration 227Q: 49 clusters Score -8.597863e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31258 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 23012 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44203 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20319 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 41767 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18420 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46886 members 
Mstep: Class 28 contains 88802 members 
Mstep: Class 29 contains 34060 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29667 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64057 members 
Mstep: Class 41 contains 84532 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61976 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978816.000000 Penalty: 104540.851562
Iteration 228Q: 49 clusters Score -8.597882e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31259 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 23004 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20314 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 42345 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18428 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46911 members 
Mstep: Class 28 contains 88722 members 
Mstep: Class 29 contains 33870 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29657 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64065 members 
Mstep: Class 41 contains 84381 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61808 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978568.000000 Penalty: 104540.851562
Iteration 229Q: 49 clusters Score -8.597857e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31231 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22995 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44256 members 
Mstep: Class 10 contains 9026 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20302 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18446 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46937 members 
Mstep: Class 28 contains 88626 members 
Mstep: Class 29 contains 33716 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29658 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64082 members 
Mstep: Class 41 contains 84250 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61644 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978744.000000 Penalty: 104540.851562
Iteration 230Q: 49 clusters Score -8.597874e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31205 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22986 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20271 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 43448 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18454 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46951 members 
Mstep: Class 28 contains 88591 members 
Mstep: Class 29 contains 33601 members 
Mstep: Class 31 contains 9252 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29653 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64103 members 
Mstep: Class 41 contains 84083 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61474 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978856.000000 Penalty: 104540.851562
Iteration 231Q: 49 clusters Score -8.597886e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31206 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22982 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44320 members 
Mstep: Class 10 contains 8934 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20250 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 43967 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18460 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46961 members 
Mstep: Class 28 contains 88498 members 
Mstep: Class 29 contains 33489 members 
Mstep: Class 31 contains 9252 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29637 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64107 members 
Mstep: Class 41 contains 83941 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61320 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85978872.000000 Penalty: 104540.851562
Iteration 232Q: 49 clusters Score -8.597887e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31204 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22977 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44350 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20234 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 44506 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18468 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46956 members 
Mstep: Class 28 contains 88390 members 
Mstep: Class 29 contains 33382 members 
Mstep: Class 31 contains 9252 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29628 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64106 members 
Mstep: Class 41 contains 83787 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61163 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979232.000000 Penalty: 104540.851562
Iteration 233Q: 49 clusters Score -8.597923e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31199 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22967 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 8897 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 44989 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18483 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46935 members 
Mstep: Class 28 contains 88304 members 
Mstep: Class 29 contains 33286 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29632 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64113 members 
Mstep: Class 41 contains 83644 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 61015 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979168.000000 Penalty: 104540.851562
Iteration 234Q: 49 clusters Score -8.597917e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31203 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22955 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44420 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20245 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18490 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46925 members 
Mstep: Class 28 contains 88201 members 
Mstep: Class 29 contains 33180 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29627 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64110 members 
Mstep: Class 41 contains 83519 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60859 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979256.000000 Penalty: 104540.851562
Iteration 235Q: 49 clusters Score -8.597926e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31208 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22945 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44467 members 
Mstep: Class 10 contains 8857 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20271 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 45954 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18493 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46904 members 
Mstep: Class 28 contains 88116 members 
Mstep: Class 29 contains 33056 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29625 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64108 members 
Mstep: Class 41 contains 83362 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60712 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979360.000000 Penalty: 104540.851562
Iteration 236Q: 49 clusters Score -8.597936e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22937 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44512 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20289 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 46475 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18495 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46872 members 
Mstep: Class 28 contains 88002 members 
Mstep: Class 29 contains 32935 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29625 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64094 members 
Mstep: Class 41 contains 83193 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60588 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979568.000000 Penalty: 104540.851562
Iteration 237Q: 49 clusters Score -8.597957e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31223 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22931 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44541 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47016 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46842 members 
Mstep: Class 28 contains 87964 members 
Mstep: Class 29 contains 32829 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29620 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64088 members 
Mstep: Class 41 contains 82939 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60471 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85979944.000000 Penalty: 104540.851562
Iteration 238Q: 49 clusters Score -8.597994e+07 nChanged 1533
Entering ConstructFrom: 
Score: -85979944.000000 Penalty: 104540.851562
Entering ConstructFrom: 
Trying to split cluster 1 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -233050.359375 Penalty: 1231.032471
	Iteration 0F: 2 clusters Score -233050.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -231005.781250 Penalty: 2462.064941
	Iteration 0F: 3 clusters Score -231005.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231539.234375 Penalty: 2462.064941
	Iteration 1F: 3 clusters Score -231539.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231679.781250 Penalty: 2462.064941
	Iteration 2F: 3 clusters Score -231679.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -231756.281250 Penalty: 2462.064941
	Iteration 3F: 3 clusters Score -231756.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -231808.250000 Penalty: 2462.064941
	Iteration 4Q: 3 clusters Score -231808.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -231862.437500 Penalty: 2462.064941
	Iteration 5Q: 3 clusters Score -231862.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -231906.406250 Penalty: 2462.064941
	Iteration 6Q: 3 clusters Score -231906.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231948.296875 Penalty: 2462.064941
	Iteration 7Q: 3 clusters Score -231948.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231978.359375 Penalty: 2462.064941
	Iteration 8Q: 3 clusters Score -231978.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -231998.031250 Penalty: 2462.064941
	Iteration 9Q: 3 clusters Score -231998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -232012.843750 Penalty: 2462.064941
	Iteration 10Q: 3 clusters Score -232012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232026.468750 Penalty: 2462.064941
	Iteration 11Q: 3 clusters Score -232026.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -232034.093750 Penalty: 2462.064941
	Iteration 12Q: 3 clusters Score -232034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -232036.281250 Penalty: 2462.064941
	Iteration 13Q: 3 clusters Score -232036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -232037.234375 Penalty: 2462.064941
	Iteration 14Q: 3 clusters Score -232037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -232038.609375 Penalty: 2462.064941
	Iteration 15Q: 3 clusters Score -232038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232039.421875 Penalty: 2462.064941
	Iteration 16Q: 3 clusters Score -232039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232040.343750 Penalty: 2462.064941
	Iteration 17Q: 3 clusters Score -232040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232040.453125 Penalty: 2462.064941
	Iteration 18Q: 3 clusters Score -232040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232040.796875 Penalty: 2462.064941
	Iteration 19Q: 3 clusters Score -232040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232041.343750 Penalty: 2462.064941
	Iteration 20F: 3 clusters Score -232041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232041.546875 Penalty: 2462.064941
	Iteration 21Q: 3 clusters Score -232041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232041.546875 Penalty: 2462.064941
	Iteration 22F: 3 clusters Score -232041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Entering Unmasked Estep 
Score: -4172200.500000 Penalty: 1681.713623
	Iteration 0F: 2 clusters Score -4172200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -4151047.250000 Penalty: 3363.427246
	Iteration 0F: 3 clusters Score -4151047 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4159280.250000 Penalty: 3363.427246
	Iteration 1F: 3 clusters Score -4159280 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4159887.750000 Penalty: 3363.427246
	Iteration 2Q: 3 clusters Score -4159888 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4160783.500000 Penalty: 3363.427246
	Iteration 3F: 3 clusters Score -4160784 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4162186.500000 Penalty: 3363.427246
	Iteration 4F: 3 clusters Score -4162186 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4164232.000000 Penalty: 3363.427246
	Iteration 5F: 3 clusters Score -4164232 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4166669.500000 Penalty: 3363.427246
	Iteration 6F: 3 clusters Score -4166670 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4168643.750000 Penalty: 3363.427246
	Iteration 7F: 3 clusters Score -4168644 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4169815.500000 Penalty: 3363.427246
	Iteration 8Q: 3 clusters Score -4169816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4170318.750000 Penalty: 3363.427246
	Iteration 9Q: 3 clusters Score -4170319 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4170502.000000 Penalty: 3363.427246
	Iteration 10Q: 3 clusters Score -4170502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4170590.500000 Penalty: 3363.427246
	Iteration 11Q: 3 clusters Score -4170590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4170637.000000 Penalty: 3363.427246
	Iteration 12Q: 3 clusters Score -4170637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4170664.250000 Penalty: 3363.427246
	Iteration 13Q: 3 clusters Score -4170664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4170685.000000 Penalty: 3363.427246
	Iteration 14Q: 3 clusters Score -4170685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4170695.750000 Penalty: 3363.427246
	Iteration 15Q: 3 clusters Score -4170696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4170713.000000 Penalty: 3363.427246
	Iteration 16Q: 3 clusters Score -4170713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4170726.000000 Penalty: 3363.427246
	Iteration 17Q: 3 clusters Score -4170726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4170731.500000 Penalty: 3363.427246
	Iteration 18Q: 3 clusters Score -4170732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4170732.750000 Penalty: 3363.427246
	Iteration 19Q: 3 clusters Score -4170733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4170735.000000 Penalty: 3363.427246
	Iteration 20F: 3 clusters Score -4170735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4170732.750000 Penalty: 3363.427246
	Iteration 21Q: 3 clusters Score -4170733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4170732.750000 Penalty: 3363.427246
	Iteration 22F: 3 clusters Score -4170733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11211.927734 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11211.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11308.954102 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11308.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11329.208008 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -11329.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11362.534180 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11362.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11368.592773 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11368.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11394.825195 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11394.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11394.825195 Penalty: 1734.699951
	Iteration 6F: 3 clusters Score -11394.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -49844.179688 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -49844.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48995.753906 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -48995.75 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49165.449219 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -49165.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49256.554688 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -49256.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49323.730469 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -49323.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49388.531250 Penalty: 1916.574951
	Iteration 4F: 3 clusters Score -49388.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49418.796875 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -49418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49434.339844 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -49434.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49443.503906 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -49443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49453.546875 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -49453.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49453.546875 Penalty: 1916.574951
	Iteration 9F: 3 clusters Score -49453.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Entering Unmasked Estep 
Score: -2976831.000000 Penalty: 1631.518555
	Iteration 0F: 2 clusters Score -2976831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2961320.750000 Penalty: 3263.037109
	Iteration 0F: 3 clusters Score -2961321 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2967092.250000 Penalty: 3263.037109
	Iteration 1F: 3 clusters Score -2967092 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2967668.250000 Penalty: 3263.037109
	Iteration 2F: 3 clusters Score -2967668 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2968436.500000 Penalty: 3263.037109
	Iteration 3F: 3 clusters Score -2968436 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2969353.000000 Penalty: 3263.037109
	Iteration 4F: 3 clusters Score -2969353 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2970338.250000 Penalty: 3263.037109
	Iteration 5F: 3 clusters Score -2970338 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2971366.500000 Penalty: 3263.037109
	Iteration 6F: 3 clusters Score -2971366 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2972388.500000 Penalty: 3263.037109
	Iteration 7F: 3 clusters Score -2972388 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2973333.500000 Penalty: 3263.037109
	Iteration 8Q: 3 clusters Score -2973334 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2974117.500000 Penalty: 3263.037109
	Iteration 9Q: 3 clusters Score -2974118 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2974674.500000 Penalty: 3263.037109
	Iteration 10Q: 3 clusters Score -2974674 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2974990.250000 Penalty: 3263.037109
	Iteration 11Q: 3 clusters Score -2974990 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2975169.750000 Penalty: 3263.037109
	Iteration 12Q: 3 clusters Score -2975170 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2975301.500000 Penalty: 3263.037109
	Iteration 13Q: 3 clusters Score -2975302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2975407.250000 Penalty: 3263.037109
	Iteration 14Q: 3 clusters Score -2975407 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2975479.250000 Penalty: 3263.037109
	Iteration 15Q: 3 clusters Score -2975479 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2975540.500000 Penalty: 3263.037109
	Iteration 16Q: 3 clusters Score -2975540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2975597.250000 Penalty: 3263.037109
	Iteration 17Q: 3 clusters Score -2975597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2975660.750000 Penalty: 3263.037109
	Iteration 18Q: 3 clusters Score -2975661 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2975684.750000 Penalty: 3263.037109
	Iteration 19Q: 3 clusters Score -2975685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2975703.000000 Penalty: 3263.037109
	Iteration 20F: 3 clusters Score -2975703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2975724.250000 Penalty: 3263.037109
	Iteration 21Q: 3 clusters Score -2975724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2975733.250000 Penalty: 3263.037109
	Iteration 22Q: 3 clusters Score -2975733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2975742.500000 Penalty: 3263.037109
	Iteration 23Q: 3 clusters Score -2975742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2975754.000000 Penalty: 3263.037109
	Iteration 24Q: 3 clusters Score -2975754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2975752.250000 Penalty: 3263.037109
	Iteration 25Q: 3 clusters Score -2975752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2975760.500000 Penalty: 3263.037109
	Iteration 26Q: 3 clusters Score -2975760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2975773.500000 Penalty: 3263.037109
	Iteration 27Q: 3 clusters Score -2975774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2975779.000000 Penalty: 3263.037109
	Iteration 28Q: 3 clusters Score -2975779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2975783.500000 Penalty: 3263.037109
	Iteration 29Q: 3 clusters Score -2975784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2975783.500000 Penalty: 3263.037109
	Iteration 30Q: 3 clusters Score -2975784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2975794.750000 Penalty: 3263.037109
	Iteration 31Q: 3 clusters Score -2975795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2975804.000000 Penalty: 3263.037109
	Iteration 32Q: 3 clusters Score -2975804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2975815.000000 Penalty: 3263.037109
	Iteration 33Q: 3 clusters Score -2975815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2975815.000000 Penalty: 3263.037109
	Iteration 34Q: 3 clusters Score -2975815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2975821.250000 Penalty: 3263.037109
	Iteration 35Q: 3 clusters Score -2975821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2975827.750000 Penalty: 3263.037109
	Iteration 36Q: 3 clusters Score -2975828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2975830.500000 Penalty: 3263.037109
	Iteration 37Q: 3 clusters Score -2975830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2975834.500000 Penalty: 3263.037109
	Iteration 38Q: 3 clusters Score -2975834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2975835.250000 Penalty: 3263.037109
	Iteration 39Q: 3 clusters Score -2975835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2975832.750000 Penalty: 3263.037109
	Iteration 40F: 3 clusters Score -2975833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2975838.000000 Penalty: 3263.037109
	Iteration 41Q: 3 clusters Score -2975838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2975839.500000 Penalty: 3263.037109
	Iteration 42Q: 3 clusters Score -2975840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2975837.500000 Penalty: 3263.037109
	Iteration 43Q: 3 clusters Score -2975838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2975841.750000 Penalty: 3263.037109
	Iteration 44Q: 3 clusters Score -2975842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2975840.750000 Penalty: 3263.037109
	Iteration 45Q: 3 clusters Score -2975841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2975840.750000 Penalty: 3263.037109
	Iteration 46F: 3 clusters Score -2975841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -98033.671875 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -98033.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96754.437500 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -96754.44 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97087.953125 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -97087.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97260.656250 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -97260.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97435.164062 Penalty: 2170.052246
	Iteration 3F: 3 clusters Score -97435.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97526.398438 Penalty: 2170.052246
	Iteration 4F: 3 clusters Score -97526.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97563.882812 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -97563.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97581.796875 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -97581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97594.367188 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -97594.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97599.179688 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -97599.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97602.289062 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -97602.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97606.078125 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -97606.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97608.171875 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -97608.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97608.171875 Penalty: 2170.052246
	Iteration 12F: 3 clusters Score -97608.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52614.671875 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52614.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51572.601562 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51572.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52018.621094 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -52018.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52326.882812 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52326.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52545.054688 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52545.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52738.699219 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -52738.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52847.449219 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -52847.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52968.324219 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -52968.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53088.320312 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -53088.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53187.441406 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -53187.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53253.390625 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -53253.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53276.605469 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -53276.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53290.433594 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -53290.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53311.996094 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -53312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53332.394531 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -53332.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53345.984375 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -53345.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53350.410156 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -53350.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53351.894531 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -53351.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53352.082031 Penalty: 2100.991211
	Iteration 17F: 3 clusters Score -53352.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53372.464844 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -53372.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53402.687500 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -53402.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53416.835938 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -53416.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53425.933594 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -53425.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53437.941406 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -53437.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53465.683594 Penalty: 2100.991211
	Iteration 23Q: 3 clusters Score -53465.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53495.257812 Penalty: 2100.991211
	Iteration 24Q: 3 clusters Score -53495.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53502.972656 Penalty: 2100.991211
	Iteration 25Q: 3 clusters Score -53502.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53508.210938 Penalty: 2100.991211
	Iteration 26Q: 3 clusters Score -53508.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53508.210938 Penalty: 2100.991211
	Iteration 27F: 3 clusters Score -53508.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 32703 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 82712 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979568.000000 Penalty: 106718.789062
Splitting cluster 7 changes total score from -85979944.000000 to -85979568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59021.097656 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59021.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59379.753906 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59379.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59577.441406 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59577.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59692.937500 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59692.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59783.355469 Penalty: 2079.002197
	Iteration 4F: 3 clusters Score -59783.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59846.191406 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59846.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59865.425781 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59865.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59892.507812 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59892.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59920.515625 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59920.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59964.000000 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59987.972656 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59987.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59999.609375 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59999.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60011.628906 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -60011.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60015.019531 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -60015.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60019.386719 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -60019.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60022.812500 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -60022.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60022.812500 Penalty: 2079.002197
	Iteration 16F: 3 clusters Score -60022.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Entering Unmasked Estep 
Score: -5941350.000000 Penalty: 1739.485352
	Iteration 0F: 2 clusters Score -5941350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5911591.000000 Penalty: 3478.970703
	Iteration 0F: 3 clusters Score -5911591 nChanged 20894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5923545.500000 Penalty: 3478.970703
	Iteration 1F: 3 clusters Score -5923546 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5924044.000000 Penalty: 3478.970703
	Iteration 2Q: 3 clusters Score -5924044 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -5924604.000000 Penalty: 3478.970703
	Iteration 3Q: 3 clusters Score -5924604 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5925414.000000 Penalty: 3478.970703
	Iteration 4Q: 3 clusters Score -5925414 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -5926525.500000 Penalty: 3478.970703
	Iteration 5F: 3 clusters Score -5926526 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5928250.500000 Penalty: 3478.970703
	Iteration 6F: 3 clusters Score -5928250 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -5930618.500000 Penalty: 3478.970703
	Iteration 7F: 3 clusters Score -5930618 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -5933225.000000 Penalty: 3478.970703
	Iteration 8F: 3 clusters Score -5933225 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5935505.500000 Penalty: 3478.970703
	Iteration 9F: 3 clusters Score -5935506 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -5936969.500000 Penalty: 3478.970703
	Iteration 10Q: 3 clusters Score -5936970 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5937811.500000 Penalty: 3478.970703
	Iteration 11Q: 3 clusters Score -5937812 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5938269.500000 Penalty: 3478.970703
	Iteration 12Q: 3 clusters Score -5938270 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5938616.000000 Penalty: 3478.970703
	Iteration 13Q: 3 clusters Score -5938616 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5938846.500000 Penalty: 3478.970703
	Iteration 14Q: 3 clusters Score -5938846 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5939073.500000 Penalty: 3478.970703
	Iteration 15Q: 3 clusters Score -5939074 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5939246.500000 Penalty: 3478.970703
	Iteration 16Q: 3 clusters Score -5939246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5939368.000000 Penalty: 3478.970703
	Iteration 17Q: 3 clusters Score -5939368 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5939510.000000 Penalty: 3478.970703
	Iteration 18Q: 3 clusters Score -5939510 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5939596.000000 Penalty: 3478.970703
	Iteration 19Q: 3 clusters Score -5939596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5939681.000000 Penalty: 3478.970703
	Iteration 20F: 3 clusters Score -5939681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5939754.500000 Penalty: 3478.970703
	Iteration 21Q: 3 clusters Score -5939754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5939809.000000 Penalty: 3478.970703
	Iteration 22Q: 3 clusters Score -5939809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5939844.000000 Penalty: 3478.970703
	Iteration 23Q: 3 clusters Score -5939844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5939868.500000 Penalty: 3478.970703
	Iteration 24Q: 3 clusters Score -5939868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5939873.000000 Penalty: 3478.970703
	Iteration 25Q: 3 clusters Score -5939873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5939901.000000 Penalty: 3478.970703
	Iteration 26Q: 3 clusters Score -5939901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5939908.500000 Penalty: 3478.970703
	Iteration 27Q: 3 clusters Score -5939908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5939930.000000 Penalty: 3478.970703
	Iteration 28Q: 3 clusters Score -5939930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5939939.000000 Penalty: 3478.970703
	Iteration 29Q: 3 clusters Score -5939939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -5939935.500000 Penalty: 3478.970703
	Iteration 30Q: 3 clusters Score -5939936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5939943.500000 Penalty: 3478.970703
	Iteration 31Q: 3 clusters Score -5939944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5939964.000000 Penalty: 3478.970703
	Iteration 32Q: 3 clusters Score -5939964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5939957.500000 Penalty: 3478.970703
	Iteration 33Q: 3 clusters Score -5939958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5939963.000000 Penalty: 3478.970703
	Iteration 34Q: 3 clusters Score -5939963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5939975.000000 Penalty: 3478.970703
	Iteration 35Q: 3 clusters Score -5939975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5939986.000000 Penalty: 3478.970703
	Iteration 36Q: 3 clusters Score -5939986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5939982.500000 Penalty: 3478.970703
	Iteration 37Q: 3 clusters Score -5939982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5939971.500000 Penalty: 3478.970703
	Iteration 38Q: 3 clusters Score -5939972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5939982.500000 Penalty: 3478.970703
	Iteration 39Q: 3 clusters Score -5939982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5939984.500000 Penalty: 3478.970703
	Iteration 40F: 3 clusters Score -5939984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5939984.500000 Penalty: 3478.970703
	Iteration 41Q: 3 clusters Score -5939984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5939985.500000 Penalty: 3478.970703
	Iteration 42Q: 3 clusters Score -5939986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5939985.000000 Penalty: 3478.970703
	Iteration 43Q: 3 clusters Score -5939985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5939982.500000 Penalty: 3478.970703
	Iteration 44Q: 3 clusters Score -5939982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -5939981.000000 Penalty: 3478.970703
	Iteration 45Q: 3 clusters Score -5939981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5939984.000000 Penalty: 3478.970703
	Iteration 46Q: 3 clusters Score -5939984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5939989.000000 Penalty: 3478.970703
	Iteration 47Q: 3 clusters Score -5939989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5939986.500000 Penalty: 3478.970703
	Iteration 48Q: 3 clusters Score -5939986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5939989.500000 Penalty: 3478.970703
	Iteration 49Q: 3 clusters Score -5939990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -5939984.000000 Penalty: 3478.970703
	Iteration 50Q: 3 clusters Score -5939984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5939988.000000 Penalty: 3478.970703
	Iteration 51Q: 3 clusters Score -5939988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5939985.500000 Penalty: 3478.970703
	Iteration 52Q: 3 clusters Score -5939986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5939984.000000 Penalty: 3478.970703
	Iteration 53Q: 3 clusters Score -5939984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5939988.500000 Penalty: 3478.970703
	Iteration 54Q: 3 clusters Score -5939988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5939988.500000 Penalty: 3478.970703
	Iteration 55F: 3 clusters Score -5939988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1173189.625000 Penalty: 1475.815063
	Iteration 0F: 2 clusters Score -1173190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1166729.625000 Penalty: 2951.630127
	Iteration 0F: 3 clusters Score -1166730 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1168818.500000 Penalty: 2951.630127
	Iteration 1F: 3 clusters Score -1168818 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1169005.250000 Penalty: 2951.630127
	Iteration 2F: 3 clusters Score -1169005 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1169174.125000 Penalty: 2951.630127
	Iteration 3Q: 3 clusters Score -1169174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1169313.875000 Penalty: 2951.630127
	Iteration 4Q: 3 clusters Score -1169314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1169420.000000 Penalty: 2951.630127
	Iteration 5Q: 3 clusters Score -1169420 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1169521.625000 Penalty: 2951.630127
	Iteration 6Q: 3 clusters Score -1169522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1169622.000000 Penalty: 2951.630127
	Iteration 7Q: 3 clusters Score -1169622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1169714.625000 Penalty: 2951.630127
	Iteration 8Q: 3 clusters Score -1169715 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1169810.500000 Penalty: 2951.630127
	Iteration 9Q: 3 clusters Score -1169810 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1169931.125000 Penalty: 2951.630127
	Iteration 10Q: 3 clusters Score -1169931 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1170068.875000 Penalty: 2951.630127
	Iteration 11Q: 3 clusters Score -1170069 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1170212.875000 Penalty: 2951.630127
	Iteration 12Q: 3 clusters Score -1170213 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1170350.750000 Penalty: 2951.630127
	Iteration 13Q: 3 clusters Score -1170351 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1170464.750000 Penalty: 2951.630127
	Iteration 14Q: 3 clusters Score -1170465 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1170548.250000 Penalty: 2951.630127
	Iteration 15Q: 3 clusters Score -1170548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1170629.500000 Penalty: 2951.630127
	Iteration 16Q: 3 clusters Score -1170630 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1170702.750000 Penalty: 2951.630127
	Iteration 17Q: 3 clusters Score -1170703 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1170751.625000 Penalty: 2951.630127
	Iteration 18Q: 3 clusters Score -1170752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1170790.625000 Penalty: 2951.630127
	Iteration 19Q: 3 clusters Score -1170791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1170829.250000 Penalty: 2951.630127
	Iteration 20F: 3 clusters Score -1170829 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1170867.625000 Penalty: 2951.630127
	Iteration 21Q: 3 clusters Score -1170868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1170900.375000 Penalty: 2951.630127
	Iteration 22Q: 3 clusters Score -1170900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1170927.875000 Penalty: 2951.630127
	Iteration 23Q: 3 clusters Score -1170928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1170945.250000 Penalty: 2951.630127
	Iteration 24Q: 3 clusters Score -1170945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1170952.375000 Penalty: 2951.630127
	Iteration 25Q: 3 clusters Score -1170952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1170961.875000 Penalty: 2951.630127
	Iteration 26Q: 3 clusters Score -1170962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1170972.375000 Penalty: 2951.630127
	Iteration 27Q: 3 clusters Score -1170972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1170982.125000 Penalty: 2951.630127
	Iteration 28Q: 3 clusters Score -1170982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1170995.000000 Penalty: 2951.630127
	Iteration 29Q: 3 clusters Score -1170995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1171002.875000 Penalty: 2951.630127
	Iteration 30Q: 3 clusters Score -1171003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1171011.625000 Penalty: 2951.630127
	Iteration 31Q: 3 clusters Score -1171012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1171024.375000 Penalty: 2951.630127
	Iteration 32Q: 3 clusters Score -1171024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1171034.000000 Penalty: 2951.630127
	Iteration 33Q: 3 clusters Score -1171034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1171046.750000 Penalty: 2951.630127
	Iteration 34Q: 3 clusters Score -1171047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1171049.750000 Penalty: 2951.630127
	Iteration 35Q: 3 clusters Score -1171050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1171063.000000 Penalty: 2951.630127
	Iteration 36Q: 3 clusters Score -1171063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1171076.875000 Penalty: 2951.630127
	Iteration 37Q: 3 clusters Score -1171077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1171088.375000 Penalty: 2951.630127
	Iteration 38Q: 3 clusters Score -1171088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1171102.250000 Penalty: 2951.630127
	Iteration 39Q: 3 clusters Score -1171102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1171116.625000 Penalty: 2951.630127
	Iteration 40F: 3 clusters Score -1171117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1171127.375000 Penalty: 2951.630127
	Iteration 41Q: 3 clusters Score -1171127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1171139.625000 Penalty: 2951.630127
	Iteration 42Q: 3 clusters Score -1171140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1171149.500000 Penalty: 2951.630127
	Iteration 43Q: 3 clusters Score -1171150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1171155.000000 Penalty: 2951.630127
	Iteration 44Q: 3 clusters Score -1171155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1171170.125000 Penalty: 2951.630127
	Iteration 45Q: 3 clusters Score -1171170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1171179.375000 Penalty: 2951.630127
	Iteration 46Q: 3 clusters Score -1171179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1171186.125000 Penalty: 2951.630127
	Iteration 47Q: 3 clusters Score -1171186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1171193.500000 Penalty: 2951.630127
	Iteration 48Q: 3 clusters Score -1171194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1171211.125000 Penalty: 2951.630127
	Iteration 49Q: 3 clusters Score -1171211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1171219.625000 Penalty: 2951.630127
	Iteration 50Q: 3 clusters Score -1171220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1171226.625000 Penalty: 2951.630127
	Iteration 51Q: 3 clusters Score -1171227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1171233.875000 Penalty: 2951.630127
	Iteration 52Q: 3 clusters Score -1171234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1171239.875000 Penalty: 2951.630127
	Iteration 53Q: 3 clusters Score -1171240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1171249.875000 Penalty: 2951.630127
	Iteration 54Q: 3 clusters Score -1171250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1171257.750000 Penalty: 2951.630127
	Iteration 55Q: 3 clusters Score -1171258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1171266.500000 Penalty: 2951.630127
	Iteration 56Q: 3 clusters Score -1171266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1171275.500000 Penalty: 2951.630127
	Iteration 57Q: 3 clusters Score -1171276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1171285.375000 Penalty: 2951.630127
	Iteration 58Q: 3 clusters Score -1171285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1171292.250000 Penalty: 2951.630127
	Iteration 59Q: 3 clusters Score -1171292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1171307.125000 Penalty: 2951.630127
	Iteration 60F: 3 clusters Score -1171307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1171317.875000 Penalty: 2951.630127
	Iteration 61Q: 3 clusters Score -1171318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1171332.250000 Penalty: 2951.630127
	Iteration 62Q: 3 clusters Score -1171332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1171350.125000 Penalty: 2951.630127
	Iteration 63Q: 3 clusters Score -1171350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1171363.500000 Penalty: 2951.630127
	Iteration 64Q: 3 clusters Score -1171364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1171386.375000 Penalty: 2951.630127
	Iteration 65Q: 3 clusters Score -1171386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1171406.500000 Penalty: 2951.630127
	Iteration 66Q: 3 clusters Score -1171406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1171432.250000 Penalty: 2951.630127
	Iteration 67Q: 3 clusters Score -1171432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1171462.500000 Penalty: 2951.630127
	Iteration 68Q: 3 clusters Score -1171462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1171491.000000 Penalty: 2951.630127
	Iteration 69Q: 3 clusters Score -1171491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1171523.000000 Penalty: 2951.630127
	Iteration 70Q: 3 clusters Score -1171523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1171564.125000 Penalty: 2951.630127
	Iteration 71Q: 3 clusters Score -1171564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1171597.750000 Penalty: 2951.630127
	Iteration 72Q: 3 clusters Score -1171598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1171628.250000 Penalty: 2951.630127
	Iteration 73Q: 3 clusters Score -1171628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1171648.750000 Penalty: 2951.630127
	Iteration 74Q: 3 clusters Score -1171649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1171663.500000 Penalty: 2951.630127
	Iteration 75Q: 3 clusters Score -1171664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1171674.625000 Penalty: 2951.630127
	Iteration 76Q: 3 clusters Score -1171675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1171682.250000 Penalty: 2951.630127
	Iteration 77Q: 3 clusters Score -1171682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1171692.375000 Penalty: 2951.630127
	Iteration 78Q: 3 clusters Score -1171692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1171700.250000 Penalty: 2951.630127
	Iteration 79Q: 3 clusters Score -1171700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1171709.125000 Penalty: 2951.630127
	Iteration 80F: 3 clusters Score -1171709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1171711.875000 Penalty: 2951.630127
	Iteration 81Q: 3 clusters Score -1171712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1171714.750000 Penalty: 2951.630127
	Iteration 82Q: 3 clusters Score -1171715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1171724.375000 Penalty: 2951.630127
	Iteration 83Q: 3 clusters Score -1171724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1171734.625000 Penalty: 2951.630127
	Iteration 84Q: 3 clusters Score -1171735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1171745.500000 Penalty: 2951.630127
	Iteration 85Q: 3 clusters Score -1171746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1171756.000000 Penalty: 2951.630127
	Iteration 86Q: 3 clusters Score -1171756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1171763.125000 Penalty: 2951.630127
	Iteration 87Q: 3 clusters Score -1171763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1171769.375000 Penalty: 2951.630127
	Iteration 88Q: 3 clusters Score -1171769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1171774.500000 Penalty: 2951.630127
	Iteration 89Q: 3 clusters Score -1171774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1171783.375000 Penalty: 2951.630127
	Iteration 90Q: 3 clusters Score -1171783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1171790.250000 Penalty: 2951.630127
	Iteration 91Q: 3 clusters Score -1171790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1171801.875000 Penalty: 2951.630127
	Iteration 92Q: 3 clusters Score -1171802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1171806.500000 Penalty: 2951.630127
	Iteration 93Q: 3 clusters Score -1171806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1171813.000000 Penalty: 2951.630127
	Iteration 94Q: 3 clusters Score -1171813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1171821.875000 Penalty: 2951.630127
	Iteration 95Q: 3 clusters Score -1171822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1171825.750000 Penalty: 2951.630127
	Iteration 96Q: 3 clusters Score -1171826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1171824.875000 Penalty: 2951.630127
	Iteration 97Q: 3 clusters Score -1171825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1171825.125000 Penalty: 2951.630127
	Iteration 98Q: 3 clusters Score -1171825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1171829.625000 Penalty: 2951.630127
	Iteration 99Q: 3 clusters Score -1171830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1171833.125000 Penalty: 2951.630127
	Iteration 100F: 3 clusters Score -1171833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1171830.750000 Penalty: 2951.630127
	Iteration 101Q: 3 clusters Score -1171831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1171831.500000 Penalty: 2951.630127
	Iteration 102Q: 3 clusters Score -1171832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1171833.000000 Penalty: 2951.630127
	Iteration 103Q: 3 clusters Score -1171833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1171831.375000 Penalty: 2951.630127
	Iteration 104Q: 3 clusters Score -1171831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1171834.000000 Penalty: 2951.630127
	Iteration 105Q: 3 clusters Score -1171834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1171834.000000 Penalty: 2951.630127
	Iteration 106F: 3 clusters Score -1171834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -257057.671875 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -257057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255012.453125 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -255012.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -255444.281250 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -255444.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255543.406250 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -255543.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -255622.406250 Penalty: 2460.394043
	Iteration 3Q: 3 clusters Score -255622.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255673.906250 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -255673.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -255708.375000 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -255708.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255736.859375 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -255736.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -255756.218750 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -255756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255773.234375 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -255773.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -255781.921875 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -255781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -255789.187500 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -255789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255793.140625 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -255793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -255794.937500 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -255794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255796.406250 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -255796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255799.453125 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -255799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -255800.468750 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -255800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255804.062500 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -255804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255807.437500 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -255807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255812.328125 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -255812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -255815.921875 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -255815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -255818.531250 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -255818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -255821.625000 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -255821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -255822.703125 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -255822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -255823.921875 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -255823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -255824.671875 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -255824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -255826.328125 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -255826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -255828.921875 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -255828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255831.265625 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -255831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -255832.921875 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -255832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255833.593750 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -255833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255835.671875 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -255835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255837.281250 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -255837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -255838.953125 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -255839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255839.250000 Penalty: 2460.394043
	Iteration 33Q: 3 clusters Score -255839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255839.250000 Penalty: 2460.394043
	Iteration 34F: 3 clusters Score -255839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Entering Unmasked Estep 
Score: -2540112.000000 Penalty: 1611.744141
	Iteration 0F: 2 clusters Score -2540112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2526167.750000 Penalty: 3223.488281
	Iteration 0F: 3 clusters Score -2526168 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2531365.500000 Penalty: 3223.488281
	Iteration 1F: 3 clusters Score -2531366 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2531812.000000 Penalty: 3223.488281
	Iteration 2F: 3 clusters Score -2531812 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2532269.250000 Penalty: 3223.488281
	Iteration 3F: 3 clusters Score -2532269 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2532733.250000 Penalty: 3223.488281
	Iteration 4Q: 3 clusters Score -2532733 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2533279.500000 Penalty: 3223.488281
	Iteration 5Q: 3 clusters Score -2533280 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2533869.250000 Penalty: 3223.488281
	Iteration 6F: 3 clusters Score -2533869 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2534512.000000 Penalty: 3223.488281
	Iteration 7Q: 3 clusters Score -2534512 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2535213.250000 Penalty: 3223.488281
	Iteration 8F: 3 clusters Score -2535213 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2535866.250000 Penalty: 3223.488281
	Iteration 9F: 3 clusters Score -2535866 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2536359.000000 Penalty: 3223.488281
	Iteration 10Q: 3 clusters Score -2536359 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2536666.000000 Penalty: 3223.488281
	Iteration 11Q: 3 clusters Score -2536666 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2536872.500000 Penalty: 3223.488281
	Iteration 12Q: 3 clusters Score -2536872 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2537010.000000 Penalty: 3223.488281
	Iteration 13Q: 3 clusters Score -2537010 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2537102.500000 Penalty: 3223.488281
	Iteration 14Q: 3 clusters Score -2537102 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2537185.500000 Penalty: 3223.488281
	Iteration 15Q: 3 clusters Score -2537186 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2537266.750000 Penalty: 3223.488281
	Iteration 16Q: 3 clusters Score -2537267 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2537318.750000 Penalty: 3223.488281
	Iteration 17Q: 3 clusters Score -2537319 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2537356.500000 Penalty: 3223.488281
	Iteration 18Q: 3 clusters Score -2537356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2537403.000000 Penalty: 3223.488281
	Iteration 19Q: 3 clusters Score -2537403 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2537422.250000 Penalty: 3223.488281
	Iteration 20F: 3 clusters Score -2537422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2537453.500000 Penalty: 3223.488281
	Iteration 21Q: 3 clusters Score -2537454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2537468.500000 Penalty: 3223.488281
	Iteration 22Q: 3 clusters Score -2537468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2537477.250000 Penalty: 3223.488281
	Iteration 23Q: 3 clusters Score -2537477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2537479.250000 Penalty: 3223.488281
	Iteration 24Q: 3 clusters Score -2537479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2537486.500000 Penalty: 3223.488281
	Iteration 25Q: 3 clusters Score -2537486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2537495.250000 Penalty: 3223.488281
	Iteration 26Q: 3 clusters Score -2537495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2537498.750000 Penalty: 3223.488281
	Iteration 27Q: 3 clusters Score -2537499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2537513.750000 Penalty: 3223.488281
	Iteration 28Q: 3 clusters Score -2537514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2537529.500000 Penalty: 3223.488281
	Iteration 29Q: 3 clusters Score -2537530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2537532.250000 Penalty: 3223.488281
	Iteration 30Q: 3 clusters Score -2537532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2537539.000000 Penalty: 3223.488281
	Iteration 31Q: 3 clusters Score -2537539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2537539.750000 Penalty: 3223.488281
	Iteration 32Q: 3 clusters Score -2537540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2537545.250000 Penalty: 3223.488281
	Iteration 33Q: 3 clusters Score -2537545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2537545.500000 Penalty: 3223.488281
	Iteration 34Q: 3 clusters Score -2537546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2537558.000000 Penalty: 3223.488281
	Iteration 35Q: 3 clusters Score -2537558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2537554.500000 Penalty: 3223.488281
	Iteration 36Q: 3 clusters Score -2537554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2537564.250000 Penalty: 3223.488281
	Iteration 37Q: 3 clusters Score -2537564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2537568.000000 Penalty: 3223.488281
	Iteration 38Q: 3 clusters Score -2537568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2537561.000000 Penalty: 3223.488281
	Iteration 39Q: 3 clusters Score -2537561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2537560.250000 Penalty: 3223.488281
	Iteration 40F: 3 clusters Score -2537560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2537559.250000 Penalty: 3223.488281
	Iteration 41Q: 3 clusters Score -2537559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2537564.500000 Penalty: 3223.488281
	Iteration 42Q: 3 clusters Score -2537564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2537562.500000 Penalty: 3223.488281
	Iteration 43Q: 3 clusters Score -2537562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2537568.250000 Penalty: 3223.488281
	Iteration 44Q: 3 clusters Score -2537568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2537564.500000 Penalty: 3223.488281
	Iteration 45Q: 3 clusters Score -2537564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2537563.250000 Penalty: 3223.488281
	Iteration 46Q: 3 clusters Score -2537563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2537567.000000 Penalty: 3223.488281
	Iteration 47Q: 3 clusters Score -2537567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2537560.500000 Penalty: 3223.488281
	Iteration 48Q: 3 clusters Score -2537560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2537565.000000 Penalty: 3223.488281
	Iteration 49Q: 3 clusters Score -2537565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2537561.250000 Penalty: 3223.488281
	Iteration 50Q: 3 clusters Score -2537561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2537564.750000 Penalty: 3223.488281
	Iteration 51Q: 3 clusters Score -2537565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2537564.750000 Penalty: 3223.488281
	Iteration 52F: 3 clusters Score -2537565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13298.005859 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -13298.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12556.623047 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -12556.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12654.369141 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -12654.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12689.794922 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -12689.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12727.385742 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -12727.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12751.937500 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -12751.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12787.132812 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -12787.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12825.767578 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -12825.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12880.772461 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -12880.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12890.875977 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -12890.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12907.024414 Penalty: 1821.885620
	Iteration 9Q: 3 clusters Score -12907.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12908.109375 Penalty: 1821.885620
	Iteration 10F: 3 clusters Score -12908.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12928.639648 Penalty: 1821.885620
	Iteration 11Q: 3 clusters Score -12928.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13019.680664 Penalty: 1821.885620
	Iteration 12Q: 3 clusters Score -13019.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13039.806641 Penalty: 1821.885620
	Iteration 13Q: 3 clusters Score -13039.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13039.806641 Penalty: 1821.885620
	Iteration 14F: 3 clusters Score -13039.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -116862.320312 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -116862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115428.953125 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -115429 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115727.359375 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -115727.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115835.859375 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -115835.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115901.429688 Penalty: 2240.438232
	Iteration 3F: 3 clusters Score -115901.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115948.078125 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -115948.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116017.218750 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -116017.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116137.820312 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -116137.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116234.671875 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -116234.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116312.929688 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -116312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116380.398438 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -116380.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -116460.765625 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -116460.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116497.554688 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -116497.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116513.953125 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -116514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116532.453125 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -116532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116539.789062 Penalty: 2240.438232
	Iteration 14Q: 3 clusters Score -116539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116545.578125 Penalty: 2240.438232
	Iteration 15Q: 3 clusters Score -116545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116551.632812 Penalty: 2240.438232
	Iteration 16Q: 3 clusters Score -116551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116555.078125 Penalty: 2240.438232
	Iteration 17Q: 3 clusters Score -116555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116562.257812 Penalty: 2240.438232
	Iteration 18Q: 3 clusters Score -116562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116574.210938 Penalty: 2240.438232
	Iteration 19Q: 3 clusters Score -116574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116580.937500 Penalty: 2240.438232
	Iteration 20F: 3 clusters Score -116580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116582.671875 Penalty: 2240.438232
	Iteration 21Q: 3 clusters Score -116582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116584.921875 Penalty: 2240.438232
	Iteration 22Q: 3 clusters Score -116584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116584.921875 Penalty: 2240.438232
	Iteration 23F: 3 clusters Score -116584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Entering Unmasked Estep 
Score: -6365808.000000 Penalty: 1750.104492
	Iteration 0F: 2 clusters Score -6365808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -6334102.500000 Penalty: 3500.208984
	Iteration 0F: 3 clusters Score -6334102 nChanged 22270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6346485.500000 Penalty: 3500.208984
	Iteration 1F: 3 clusters Score -6346486 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -6346761.500000 Penalty: 3500.208984
	Iteration 2Q: 3 clusters Score -6346762 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6347100.500000 Penalty: 3500.208984
	Iteration 3Q: 3 clusters Score -6347100 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -6347397.500000 Penalty: 3500.208984
	Iteration 4Q: 3 clusters Score -6347398 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6347808.500000 Penalty: 3500.208984
	Iteration 5Q: 3 clusters Score -6347808 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -6348401.000000 Penalty: 3500.208984
	Iteration 6Q: 3 clusters Score -6348401 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -6349489.500000 Penalty: 3500.208984
	Iteration 7Q: 3 clusters Score -6349490 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6351278.000000 Penalty: 3500.208984
	Iteration 8F: 3 clusters Score -6351278 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -6354188.500000 Penalty: 3500.208984
	Iteration 9F: 3 clusters Score -6354188 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -6358121.000000 Penalty: 3500.208984
	Iteration 10F: 3 clusters Score -6358121 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6361434.500000 Penalty: 3500.208984
	Iteration 11F: 3 clusters Score -6361434 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6363208.500000 Penalty: 3500.208984
	Iteration 12Q: 3 clusters Score -6363208 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6363833.000000 Penalty: 3500.208984
	Iteration 13Q: 3 clusters Score -6363833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6364044.000000 Penalty: 3500.208984
	Iteration 14Q: 3 clusters Score -6364044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6364123.000000 Penalty: 3500.208984
	Iteration 15Q: 3 clusters Score -6364123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6364166.500000 Penalty: 3500.208984
	Iteration 16Q: 3 clusters Score -6364166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6364203.500000 Penalty: 3500.208984
	Iteration 17Q: 3 clusters Score -6364204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6364227.000000 Penalty: 3500.208984
	Iteration 18Q: 3 clusters Score -6364227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6364235.000000 Penalty: 3500.208984
	Iteration 19Q: 3 clusters Score -6364235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6364239.500000 Penalty: 3500.208984
	Iteration 20F: 3 clusters Score -6364240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -67107.445312 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -67107.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66005.046875 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -66005.05 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66325.945312 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -66325.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66465.109375 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -66465.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66526.179688 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -66526.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66571.312500 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -66571.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66630.492188 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -66630.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66718.492188 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -66718.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66769.656250 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -66769.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66809.460938 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -66809.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66832.406250 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -66832.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66839.484375 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -66839.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66844.617188 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -66844.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66854.781250 Penalty: 2084.906494
	Iteration 12F: 3 clusters Score -66854.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66871.312500 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -66871.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66890.929688 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -66890.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66913.921875 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -66913.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66937.812500 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -66937.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66971.562500 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -66971.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66995.406250 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -66995.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66999.468750 Penalty: 2084.906494
	Iteration 19Q: 3 clusters Score -66999.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67000.593750 Penalty: 2084.906494
	Iteration 20F: 3 clusters Score -67000.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67006.156250 Penalty: 2084.906494
	Iteration 21Q: 3 clusters Score -67006.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67009.148438 Penalty: 2084.906494
	Iteration 22Q: 3 clusters Score -67009.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67009.148438 Penalty: 2084.906494
	Iteration 23F: 3 clusters Score -67009.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -262297.000000 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -262297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -260186.671875 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -260186.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260731.765625 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -260731.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -260919.703125 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -260919.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -261038.015625 Penalty: 2484.598877
	Iteration 3F: 3 clusters Score -261038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261143.390625 Penalty: 2484.598877
	Iteration 4F: 3 clusters Score -261143.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -261230.296875 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -261230.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -261317.046875 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -261317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -261400.750000 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -261400.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -261475.625000 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -261475.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261545.234375 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -261545.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261602.234375 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -261602.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -261648.140625 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -261648.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -261681.953125 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -261682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -261705.031250 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -261705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -261720.593750 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -261720.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261731.062500 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -261731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261738.859375 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -261738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -261744.031250 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -261744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -261746.375000 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -261746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -261748.203125 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -261748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261750.000000 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -261750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -261752.000000 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -261752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261753.984375 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -261754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261756.390625 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -261756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261757.187500 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -261757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261758.718750 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -261758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261760.734375 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -261760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -261764.062500 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -261764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -261765.875000 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -261765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261767.968750 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -261768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -261769.984375 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -261770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261771.359375 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -261771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -261771.781250 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -261771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -261772.296875 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -261772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -261772.296875 Penalty: 2484.598877
	Iteration 34F: 3 clusters Score -261772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1502423.625000 Penalty: 1522.276733
	Iteration 0F: 2 clusters Score -1502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1494140.000000 Penalty: 3044.553467
	Iteration 0F: 3 clusters Score -1494140 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1496992.750000 Penalty: 3044.553467
	Iteration 1F: 3 clusters Score -1496993 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1497337.375000 Penalty: 3044.553467
	Iteration 2F: 3 clusters Score -1497337 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1497655.625000 Penalty: 3044.553467
	Iteration 3F: 3 clusters Score -1497656 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1498025.250000 Penalty: 3044.553467
	Iteration 4F: 3 clusters Score -1498025 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1498460.125000 Penalty: 3044.553467
	Iteration 5F: 3 clusters Score -1498460 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1498972.000000 Penalty: 3044.553467
	Iteration 6F: 3 clusters Score -1498972 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1499458.125000 Penalty: 3044.553467
	Iteration 7F: 3 clusters Score -1499458 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1499903.125000 Penalty: 3044.553467
	Iteration 8F: 3 clusters Score -1499903 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1500284.250000 Penalty: 3044.553467
	Iteration 9Q: 3 clusters Score -1500284 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1500628.625000 Penalty: 3044.553467
	Iteration 10Q: 3 clusters Score -1500629 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1500841.625000 Penalty: 3044.553467
	Iteration 11Q: 3 clusters Score -1500842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1500967.875000 Penalty: 3044.553467
	Iteration 12Q: 3 clusters Score -1500968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1501049.250000 Penalty: 3044.553467
	Iteration 13Q: 3 clusters Score -1501049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1501110.375000 Penalty: 3044.553467
	Iteration 14Q: 3 clusters Score -1501110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1501138.125000 Penalty: 3044.553467
	Iteration 15Q: 3 clusters Score -1501138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1501159.500000 Penalty: 3044.553467
	Iteration 16Q: 3 clusters Score -1501160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1501168.250000 Penalty: 3044.553467
	Iteration 17Q: 3 clusters Score -1501168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1501182.250000 Penalty: 3044.553467
	Iteration 18Q: 3 clusters Score -1501182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1501198.875000 Penalty: 3044.553467
	Iteration 19Q: 3 clusters Score -1501199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1501211.625000 Penalty: 3044.553467
	Iteration 20F: 3 clusters Score -1501212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1501220.750000 Penalty: 3044.553467
	Iteration 21Q: 3 clusters Score -1501221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1501237.000000 Penalty: 3044.553467
	Iteration 22Q: 3 clusters Score -1501237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1501245.750000 Penalty: 3044.553467
	Iteration 23Q: 3 clusters Score -1501246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1501260.875000 Penalty: 3044.553467
	Iteration 24Q: 3 clusters Score -1501261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1501279.500000 Penalty: 3044.553467
	Iteration 25Q: 3 clusters Score -1501280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1501288.875000 Penalty: 3044.553467
	Iteration 26Q: 3 clusters Score -1501289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1501297.000000 Penalty: 3044.553467
	Iteration 27Q: 3 clusters Score -1501297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1501315.750000 Penalty: 3044.553467
	Iteration 28Q: 3 clusters Score -1501316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1501349.250000 Penalty: 3044.553467
	Iteration 29Q: 3 clusters Score -1501349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1501364.125000 Penalty: 3044.553467
	Iteration 30Q: 3 clusters Score -1501364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1501377.750000 Penalty: 3044.553467
	Iteration 31Q: 3 clusters Score -1501378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1501410.250000 Penalty: 3044.553467
	Iteration 32Q: 3 clusters Score -1501410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1501451.375000 Penalty: 3044.553467
	Iteration 33Q: 3 clusters Score -1501451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1501491.250000 Penalty: 3044.553467
	Iteration 34Q: 3 clusters Score -1501491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1501525.375000 Penalty: 3044.553467
	Iteration 35Q: 3 clusters Score -1501525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1501552.375000 Penalty: 3044.553467
	Iteration 36Q: 3 clusters Score -1501552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1501574.500000 Penalty: 3044.553467
	Iteration 37Q: 3 clusters Score -1501574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1501594.625000 Penalty: 3044.553467
	Iteration 38Q: 3 clusters Score -1501595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1501617.125000 Penalty: 3044.553467
	Iteration 39Q: 3 clusters Score -1501617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1501642.875000 Penalty: 3044.553467
	Iteration 40F: 3 clusters Score -1501643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1501672.625000 Penalty: 3044.553467
	Iteration 41Q: 3 clusters Score -1501673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1501696.500000 Penalty: 3044.553467
	Iteration 42Q: 3 clusters Score -1501696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1501723.500000 Penalty: 3044.553467
	Iteration 43Q: 3 clusters Score -1501724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1501747.875000 Penalty: 3044.553467
	Iteration 44Q: 3 clusters Score -1501748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1501779.000000 Penalty: 3044.553467
	Iteration 45Q: 3 clusters Score -1501779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1501809.375000 Penalty: 3044.553467
	Iteration 46Q: 3 clusters Score -1501809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1501838.250000 Penalty: 3044.553467
	Iteration 47Q: 3 clusters Score -1501838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1501861.000000 Penalty: 3044.553467
	Iteration 48Q: 3 clusters Score -1501861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1501885.125000 Penalty: 3044.553467
	Iteration 49Q: 3 clusters Score -1501885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1501905.375000 Penalty: 3044.553467
	Iteration 50Q: 3 clusters Score -1501905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1501933.375000 Penalty: 3044.553467
	Iteration 51Q: 3 clusters Score -1501933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1501958.250000 Penalty: 3044.553467
	Iteration 52Q: 3 clusters Score -1501958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1501994.250000 Penalty: 3044.553467
	Iteration 53Q: 3 clusters Score -1501994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1502020.500000 Penalty: 3044.553467
	Iteration 54Q: 3 clusters Score -1502020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1502044.000000 Penalty: 3044.553467
	Iteration 55Q: 3 clusters Score -1502044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1502069.375000 Penalty: 3044.553467
	Iteration 56Q: 3 clusters Score -1502069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1502093.000000 Penalty: 3044.553467
	Iteration 57Q: 3 clusters Score -1502093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1502106.250000 Penalty: 3044.553467
	Iteration 58Q: 3 clusters Score -1502106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1502116.500000 Penalty: 3044.553467
	Iteration 59Q: 3 clusters Score -1502116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1502139.750000 Penalty: 3044.553467
	Iteration 60F: 3 clusters Score -1502140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1502166.375000 Penalty: 3044.553467
	Iteration 61Q: 3 clusters Score -1502166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1502172.125000 Penalty: 3044.553467
	Iteration 62Q: 3 clusters Score -1502172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1502183.875000 Penalty: 3044.553467
	Iteration 63Q: 3 clusters Score -1502184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1502192.125000 Penalty: 3044.553467
	Iteration 64Q: 3 clusters Score -1502192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1502199.250000 Penalty: 3044.553467
	Iteration 65Q: 3 clusters Score -1502199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1502211.500000 Penalty: 3044.553467
	Iteration 66Q: 3 clusters Score -1502212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1502218.500000 Penalty: 3044.553467
	Iteration 67Q: 3 clusters Score -1502218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1502230.000000 Penalty: 3044.553467
	Iteration 68Q: 3 clusters Score -1502230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1502239.125000 Penalty: 3044.553467
	Iteration 69Q: 3 clusters Score -1502239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1502251.875000 Penalty: 3044.553467
	Iteration 70Q: 3 clusters Score -1502252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1502260.750000 Penalty: 3044.553467
	Iteration 71Q: 3 clusters Score -1502261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1502276.750000 Penalty: 3044.553467
	Iteration 72Q: 3 clusters Score -1502277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1502280.625000 Penalty: 3044.553467
	Iteration 73Q: 3 clusters Score -1502281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1502282.375000 Penalty: 3044.553467
	Iteration 74Q: 3 clusters Score -1502282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1502288.125000 Penalty: 3044.553467
	Iteration 75Q: 3 clusters Score -1502288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1502289.000000 Penalty: 3044.553467
	Iteration 76Q: 3 clusters Score -1502289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1502291.750000 Penalty: 3044.553467
	Iteration 77Q: 3 clusters Score -1502292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1502293.875000 Penalty: 3044.553467
	Iteration 78Q: 3 clusters Score -1502294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1502297.625000 Penalty: 3044.553467
	Iteration 79Q: 3 clusters Score -1502298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1502299.000000 Penalty: 3044.553467
	Iteration 80F: 3 clusters Score -1502299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1502301.875000 Penalty: 3044.553467
	Iteration 81Q: 3 clusters Score -1502302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1502302.375000 Penalty: 3044.553467
	Iteration 82Q: 3 clusters Score -1502302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1502301.875000 Penalty: 3044.553467
	Iteration 83Q: 3 clusters Score -1502302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1502300.875000 Penalty: 3044.553467
	Iteration 84Q: 3 clusters Score -1502301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1502300.750000 Penalty: 3044.553467
	Iteration 85Q: 3 clusters Score -1502301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1502301.250000 Penalty: 3044.553467
	Iteration 86Q: 3 clusters Score -1502301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1502301.000000 Penalty: 3044.553467
	Iteration 87Q: 3 clusters Score -1502301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1502301.000000 Penalty: 3044.553467
	Iteration 88Q: 3 clusters Score -1502301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1502301.625000 Penalty: 3044.553467
	Iteration 89Q: 3 clusters Score -1502302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1502303.250000 Penalty: 3044.553467
	Iteration 90Q: 3 clusters Score -1502303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1502302.875000 Penalty: 3044.553467
	Iteration 91Q: 3 clusters Score -1502303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1502303.250000 Penalty: 3044.553467
	Iteration 92Q: 3 clusters Score -1502303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1502303.250000 Penalty: 3044.553467
	Iteration 93F: 3 clusters Score -1502303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12734.302734 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12734.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13014.696289 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13014.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13230.274414 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13230.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13309.870117 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -13309.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13331.612305 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13331.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13348.673828 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13348.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13348.673828 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -13348.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25059.751953 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25059.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25165.193359 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25165.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25190.908203 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -25190.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25209.275391 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25209.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25222.722656 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25222.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25233.050781 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25233.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25237.253906 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25237.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25246.138672 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -25246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25248.185547 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -25248.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25257.996094 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -25258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25263.923828 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -25263.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25267.144531 Penalty: 1770.189575
	Iteration 11Q: 3 clusters Score -25267.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25269.441406 Penalty: 1770.189575
	Iteration 12Q: 3 clusters Score -25269.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25269.441406 Penalty: 1770.189575
	Iteration 13F: 3 clusters Score -25269.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -648714.687500 Penalty: 1383.588257
	Iteration 0F: 2 clusters Score -648714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -644780.125000 Penalty: 2767.176514
	Iteration 0F: 3 clusters Score -644780.1 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -645889.625000 Penalty: 2767.176514
	Iteration 1F: 3 clusters Score -645889.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -646129.937500 Penalty: 2767.176514
	Iteration 2F: 3 clusters Score -646129.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -646360.125000 Penalty: 2767.176514
	Iteration 3F: 3 clusters Score -646360.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -646605.437500 Penalty: 2767.176514
	Iteration 4F: 3 clusters Score -646605.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -646854.437500 Penalty: 2767.176514
	Iteration 5F: 3 clusters Score -646854.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -647070.062500 Penalty: 2767.176514
	Iteration 6F: 3 clusters Score -647070.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -647261.687500 Penalty: 2767.176514
	Iteration 7Q: 3 clusters Score -647261.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -647418.250000 Penalty: 2767.176514
	Iteration 8Q: 3 clusters Score -647418.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -647519.500000 Penalty: 2767.176514
	Iteration 9Q: 3 clusters Score -647519.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -647580.562500 Penalty: 2767.176514
	Iteration 10Q: 3 clusters Score -647580.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -647623.625000 Penalty: 2767.176514
	Iteration 11Q: 3 clusters Score -647623.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -647645.750000 Penalty: 2767.176514
	Iteration 12Q: 3 clusters Score -647645.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -647663.687500 Penalty: 2767.176514
	Iteration 13Q: 3 clusters Score -647663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -647678.750000 Penalty: 2767.176514
	Iteration 14Q: 3 clusters Score -647678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -647689.875000 Penalty: 2767.176514
	Iteration 15Q: 3 clusters Score -647689.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -647697.125000 Penalty: 2767.176514
	Iteration 16Q: 3 clusters Score -647697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -647698.250000 Penalty: 2767.176514
	Iteration 17Q: 3 clusters Score -647698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -647699.812500 Penalty: 2767.176514
	Iteration 18Q: 3 clusters Score -647699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -647700.187500 Penalty: 2767.176514
	Iteration 19Q: 3 clusters Score -647700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -647701.500000 Penalty: 2767.176514
	Iteration 20F: 3 clusters Score -647701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -647702.187500 Penalty: 2767.176514
	Iteration 21Q: 3 clusters Score -647702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -647702.750000 Penalty: 2767.176514
	Iteration 22Q: 3 clusters Score -647702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -647702.750000 Penalty: 2767.176514
	Iteration 23F: 3 clusters Score -647702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Entering Unmasked Estep 
Score: -2408367.500000 Penalty: 1596.682983
	Iteration 0F: 2 clusters Score -2408368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2395725.250000 Penalty: 3193.365967
	Iteration 0F: 3 clusters Score -2395725 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2400161.500000 Penalty: 3193.365967
	Iteration 1F: 3 clusters Score -2400162 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2400391.000000 Penalty: 3193.365967
	Iteration 2Q: 3 clusters Score -2400391 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2400581.750000 Penalty: 3193.365967
	Iteration 3Q: 3 clusters Score -2400582 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2400753.500000 Penalty: 3193.365967
	Iteration 4Q: 3 clusters Score -2400754 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2400927.500000 Penalty: 3193.365967
	Iteration 5Q: 3 clusters Score -2400928 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2401121.000000 Penalty: 3193.365967
	Iteration 6Q: 3 clusters Score -2401121 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2401351.250000 Penalty: 3193.365967
	Iteration 7Q: 3 clusters Score -2401351 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2401695.500000 Penalty: 3193.365967
	Iteration 8Q: 3 clusters Score -2401696 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2402125.750000 Penalty: 3193.365967
	Iteration 9Q: 3 clusters Score -2402126 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2402570.750000 Penalty: 3193.365967
	Iteration 10Q: 3 clusters Score -2402571 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2403000.000000 Penalty: 3193.365967
	Iteration 11Q: 3 clusters Score -2403000 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2403354.500000 Penalty: 3193.365967
	Iteration 12Q: 3 clusters Score -2403354 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2403665.500000 Penalty: 3193.365967
	Iteration 13Q: 3 clusters Score -2403666 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2403873.250000 Penalty: 3193.365967
	Iteration 14Q: 3 clusters Score -2403873 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2404023.000000 Penalty: 3193.365967
	Iteration 15Q: 3 clusters Score -2404023 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2404092.500000 Penalty: 3193.365967
	Iteration 16Q: 3 clusters Score -2404092 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2404151.000000 Penalty: 3193.365967
	Iteration 17Q: 3 clusters Score -2404151 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2404208.250000 Penalty: 3193.365967
	Iteration 18Q: 3 clusters Score -2404208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2404253.750000 Penalty: 3193.365967
	Iteration 19Q: 3 clusters Score -2404254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2404287.500000 Penalty: 3193.365967
	Iteration 20F: 3 clusters Score -2404288 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2404319.500000 Penalty: 3193.365967
	Iteration 21Q: 3 clusters Score -2404320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2404343.750000 Penalty: 3193.365967
	Iteration 22Q: 3 clusters Score -2404344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2404393.000000 Penalty: 3193.365967
	Iteration 23Q: 3 clusters Score -2404393 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2404447.000000 Penalty: 3193.365967
	Iteration 24Q: 3 clusters Score -2404447 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2404493.250000 Penalty: 3193.365967
	Iteration 25Q: 3 clusters Score -2404493 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2404557.250000 Penalty: 3193.365967
	Iteration 26Q: 3 clusters Score -2404557 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2404644.000000 Penalty: 3193.365967
	Iteration 27Q: 3 clusters Score -2404644 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2404744.750000 Penalty: 3193.365967
	Iteration 28Q: 3 clusters Score -2404745 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2404869.250000 Penalty: 3193.365967
	Iteration 29Q: 3 clusters Score -2404869 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2405022.000000 Penalty: 3193.365967
	Iteration 30Q: 3 clusters Score -2405022 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2405216.250000 Penalty: 3193.365967
	Iteration 31Q: 3 clusters Score -2405216 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2405418.250000 Penalty: 3193.365967
	Iteration 32Q: 3 clusters Score -2405418 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2405650.250000 Penalty: 3193.365967
	Iteration 33Q: 3 clusters Score -2405650 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2405911.000000 Penalty: 3193.365967
	Iteration 34Q: 3 clusters Score -2405911 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2406112.500000 Penalty: 3193.365967
	Iteration 35Q: 3 clusters Score -2406112 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2406295.250000 Penalty: 3193.365967
	Iteration 36Q: 3 clusters Score -2406295 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2406431.750000 Penalty: 3193.365967
	Iteration 37Q: 3 clusters Score -2406432 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2406542.500000 Penalty: 3193.365967
	Iteration 38Q: 3 clusters Score -2406542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2406679.500000 Penalty: 3193.365967
	Iteration 39Q: 3 clusters Score -2406680 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2406788.500000 Penalty: 3193.365967
	Iteration 40F: 3 clusters Score -2406788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2406871.000000 Penalty: 3193.365967
	Iteration 41Q: 3 clusters Score -2406871 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2406924.000000 Penalty: 3193.365967
	Iteration 42Q: 3 clusters Score -2406924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2406976.250000 Penalty: 3193.365967
	Iteration 43Q: 3 clusters Score -2406976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2407010.000000 Penalty: 3193.365967
	Iteration 44Q: 3 clusters Score -2407010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2407030.000000 Penalty: 3193.365967
	Iteration 45Q: 3 clusters Score -2407030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2407051.500000 Penalty: 3193.365967
	Iteration 46Q: 3 clusters Score -2407052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2407065.000000 Penalty: 3193.365967
	Iteration 47Q: 3 clusters Score -2407065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2407080.000000 Penalty: 3193.365967
	Iteration 48Q: 3 clusters Score -2407080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2407088.500000 Penalty: 3193.365967
	Iteration 49Q: 3 clusters Score -2407088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2407099.750000 Penalty: 3193.365967
	Iteration 50Q: 3 clusters Score -2407100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2407107.000000 Penalty: 3193.365967
	Iteration 51Q: 3 clusters Score -2407107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2407113.250000 Penalty: 3193.365967
	Iteration 52Q: 3 clusters Score -2407113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2407127.750000 Penalty: 3193.365967
	Iteration 53Q: 3 clusters Score -2407128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2407127.250000 Penalty: 3193.365967
	Iteration 54Q: 3 clusters Score -2407127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2407136.750000 Penalty: 3193.365967
	Iteration 55Q: 3 clusters Score -2407137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2407140.750000 Penalty: 3193.365967
	Iteration 56Q: 3 clusters Score -2407141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2407144.750000 Penalty: 3193.365967
	Iteration 57Q: 3 clusters Score -2407145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2407149.750000 Penalty: 3193.365967
	Iteration 58Q: 3 clusters Score -2407150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2407148.750000 Penalty: 3193.365967
	Iteration 59Q: 3 clusters Score -2407149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2407146.750000 Penalty: 3193.365967
	Iteration 60F: 3 clusters Score -2407147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2407145.000000 Penalty: 3193.365967
	Iteration 61Q: 3 clusters Score -2407145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2407145.000000 Penalty: 3193.365967
	Iteration 62Q: 3 clusters Score -2407145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2407144.500000 Penalty: 3193.365967
	Iteration 63Q: 3 clusters Score -2407144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2407144.500000 Penalty: 3193.365967
	Iteration 64F: 3 clusters Score -2407144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Entering Unmasked Estep 
Score: -2586287.250000 Penalty: 1572.037109
	Iteration 0F: 2 clusters Score -2586287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2575412.500000 Penalty: 3144.074219
	Iteration 0F: 3 clusters Score -2575412 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2579186.000000 Penalty: 3144.074219
	Iteration 1F: 3 clusters Score -2579186 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2579482.500000 Penalty: 3144.074219
	Iteration 2F: 3 clusters Score -2579482 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2579792.250000 Penalty: 3144.074219
	Iteration 3Q: 3 clusters Score -2579792 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2580158.750000 Penalty: 3144.074219
	Iteration 4Q: 3 clusters Score -2580159 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2580627.500000 Penalty: 3144.074219
	Iteration 5Q: 3 clusters Score -2580628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2581165.250000 Penalty: 3144.074219
	Iteration 6Q: 3 clusters Score -2581165 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2581881.000000 Penalty: 3144.074219
	Iteration 7F: 3 clusters Score -2581881 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2582576.500000 Penalty: 3144.074219
	Iteration 8Q: 3 clusters Score -2582576 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2583102.500000 Penalty: 3144.074219
	Iteration 9Q: 3 clusters Score -2583102 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2583498.500000 Penalty: 3144.074219
	Iteration 10Q: 3 clusters Score -2583498 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2583793.500000 Penalty: 3144.074219
	Iteration 11Q: 3 clusters Score -2583794 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2584028.250000 Penalty: 3144.074219
	Iteration 12Q: 3 clusters Score -2584028 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2584270.000000 Penalty: 3144.074219
	Iteration 13Q: 3 clusters Score -2584270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2584560.500000 Penalty: 3144.074219
	Iteration 14Q: 3 clusters Score -2584560 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2584858.500000 Penalty: 3144.074219
	Iteration 15Q: 3 clusters Score -2584858 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2585159.000000 Penalty: 3144.074219
	Iteration 16Q: 3 clusters Score -2585159 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2585433.500000 Penalty: 3144.074219
	Iteration 17Q: 3 clusters Score -2585434 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2585665.500000 Penalty: 3144.074219
	Iteration 18Q: 3 clusters Score -2585666 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2585847.500000 Penalty: 3144.074219
	Iteration 19Q: 3 clusters Score -2585848 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2585970.000000 Penalty: 3144.074219
	Iteration 20F: 3 clusters Score -2585970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2586064.500000 Penalty: 3144.074219
	Iteration 21Q: 3 clusters Score -2586064 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2586148.250000 Penalty: 3144.074219
	Iteration 22Q: 3 clusters Score -2586148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2586206.500000 Penalty: 3144.074219
	Iteration 23Q: 3 clusters Score -2586206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2586251.250000 Penalty: 3144.074219
	Iteration 24Q: 3 clusters Score -2586251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2586282.000000 Penalty: 3144.074219
	Iteration 25Q: 3 clusters Score -2586282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2586307.250000 Penalty: 3144.074219
	Iteration 26Q: 3 clusters Score -2586307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2586337.500000 Penalty: 3144.074219
	Iteration 27Q: 3 clusters Score -2586338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2586350.750000 Penalty: 3144.074219
	Iteration 28Q: 3 clusters Score -2586351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2586360.250000 Penalty: 3144.074219
	Iteration 29Q: 3 clusters Score -2586360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2586372.750000 Penalty: 3144.074219
	Iteration 30Q: 3 clusters Score -2586373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2586380.500000 Penalty: 3144.074219
	Iteration 31Q: 3 clusters Score -2586380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2586390.250000 Penalty: 3144.074219
	Iteration 32Q: 3 clusters Score -2586390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2586394.500000 Penalty: 3144.074219
	Iteration 33Q: 3 clusters Score -2586394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2586405.000000 Penalty: 3144.074219
	Iteration 34Q: 3 clusters Score -2586405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2586415.250000 Penalty: 3144.074219
	Iteration 35Q: 3 clusters Score -2586415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2586424.750000 Penalty: 3144.074219
	Iteration 36Q: 3 clusters Score -2586425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2586426.500000 Penalty: 3144.074219
	Iteration 37Q: 3 clusters Score -2586426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2586430.000000 Penalty: 3144.074219
	Iteration 38Q: 3 clusters Score -2586430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2586433.500000 Penalty: 3144.074219
	Iteration 39Q: 3 clusters Score -2586434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2586434.750000 Penalty: 3144.074219
	Iteration 40F: 3 clusters Score -2586435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2586438.000000 Penalty: 3144.074219
	Iteration 41Q: 3 clusters Score -2586438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2586437.000000 Penalty: 3144.074219
	Iteration 42Q: 3 clusters Score -2586437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2586431.000000 Penalty: 3144.074219
	Iteration 43Q: 3 clusters Score -2586431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2586437.500000 Penalty: 3144.074219
	Iteration 44Q: 3 clusters Score -2586438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2586440.000000 Penalty: 3144.074219
	Iteration 45Q: 3 clusters Score -2586440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2586442.000000 Penalty: 3144.074219
	Iteration 46Q: 3 clusters Score -2586442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2586442.000000 Penalty: 3144.074219
	Iteration 47F: 3 clusters Score -2586442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 2436 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 32703 members 
Mstep: Class 30 contains 13464 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 82712 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979360.000000 Penalty: 106718.789062
Splitting cluster 23 changes total score from -85979944.000000 to -85979360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -38690.261719 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -38690.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37843.050781 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -37843.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38154.542969 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -38154.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38313.351562 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -38313.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38425.796875 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -38425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38485.300781 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -38485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38497.566406 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -38497.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38497.566406 Penalty: 1899.151978
	Iteration 6F: 3 clusters Score -38497.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33776.285156 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33776.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34295.136719 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -34295.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34500.671875 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34500.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34605.417969 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -34605.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34651.812500 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34651.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34681.296875 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34693.515625 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34693.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34700.628906 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34700.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34723.003906 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34731.691406 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34731.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34735.320312 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34735.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34741.160156 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -34741.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34757.699219 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -34757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34763.324219 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -34763.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34763.324219 Penalty: 1973.739502
	Iteration 14F: 3 clusters Score -34763.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 32703 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 82712 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85978880.000000 Penalty: 106718.789062
Splitting cluster 25 changes total score from -85979944.000000 to -85978880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68480.609375 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68480.61 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68843.289062 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68843.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68977.250000 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68977.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69060.562500 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -69060.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69115.164062 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -69115.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69137.601562 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -69137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69141.781250 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -69141.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69144.929688 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -69144.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69163.171875 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -69163.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69170.890625 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69170.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69172.492188 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -69172.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69172.492188 Penalty: 2084.906494
	Iteration 11F: 3 clusters Score -69172.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -6205545.000000 Penalty: 1747.500977
	Iteration 0F: 2 clusters Score -6205545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -6174417.000000 Penalty: 3495.001953
	Iteration 0F: 3 clusters Score -6174417 nChanged 22120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -6186934.500000 Penalty: 3495.001953
	Iteration 1F: 3 clusters Score -6186934 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6187596.500000 Penalty: 3495.001953
	Iteration 2Q: 3 clusters Score -6187596 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -6188377.500000 Penalty: 3495.001953
	Iteration 3Q: 3 clusters Score -6188378 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6189513.500000 Penalty: 3495.001953
	Iteration 4F: 3 clusters Score -6189514 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6191055.500000 Penalty: 3495.001953
	Iteration 5F: 3 clusters Score -6191056 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6193077.500000 Penalty: 3495.001953
	Iteration 6F: 3 clusters Score -6193078 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -6195630.500000 Penalty: 3495.001953
	Iteration 7F: 3 clusters Score -6195630 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6197843.000000 Penalty: 3495.001953
	Iteration 8F: 3 clusters Score -6197843 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -6199270.000000 Penalty: 3495.001953
	Iteration 9Q: 3 clusters Score -6199270 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -6200076.500000 Penalty: 3495.001953
	Iteration 10Q: 3 clusters Score -6200076 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6200550.500000 Penalty: 3495.001953
	Iteration 11Q: 3 clusters Score -6200550 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6200963.500000 Penalty: 3495.001953
	Iteration 12Q: 3 clusters Score -6200964 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -6201390.000000 Penalty: 3495.001953
	Iteration 13Q: 3 clusters Score -6201390 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6201716.000000 Penalty: 3495.001953
	Iteration 14Q: 3 clusters Score -6201716 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6201977.000000 Penalty: 3495.001953
	Iteration 15Q: 3 clusters Score -6201977 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -6202210.500000 Penalty: 3495.001953
	Iteration 16Q: 3 clusters Score -6202210 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -6202442.000000 Penalty: 3495.001953
	Iteration 17Q: 3 clusters Score -6202442 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -6202627.500000 Penalty: 3495.001953
	Iteration 18Q: 3 clusters Score -6202628 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -6202794.500000 Penalty: 3495.001953
	Iteration 19Q: 3 clusters Score -6202794 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6202944.000000 Penalty: 3495.001953
	Iteration 20F: 3 clusters Score -6202944 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -6203106.000000 Penalty: 3495.001953
	Iteration 21Q: 3 clusters Score -6203106 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -6203211.500000 Penalty: 3495.001953
	Iteration 22Q: 3 clusters Score -6203212 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6203352.000000 Penalty: 3495.001953
	Iteration 23Q: 3 clusters Score -6203352 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6203487.500000 Penalty: 3495.001953
	Iteration 24Q: 3 clusters Score -6203488 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -6203602.000000 Penalty: 3495.001953
	Iteration 25Q: 3 clusters Score -6203602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6203691.500000 Penalty: 3495.001953
	Iteration 26Q: 3 clusters Score -6203692 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6203787.500000 Penalty: 3495.001953
	Iteration 27Q: 3 clusters Score -6203788 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -6203904.000000 Penalty: 3495.001953
	Iteration 28Q: 3 clusters Score -6203904 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6203988.500000 Penalty: 3495.001953
	Iteration 29Q: 3 clusters Score -6203988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -6204054.000000 Penalty: 3495.001953
	Iteration 30Q: 3 clusters Score -6204054 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6204123.000000 Penalty: 3495.001953
	Iteration 31Q: 3 clusters Score -6204123 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6204201.500000 Penalty: 3495.001953
	Iteration 32Q: 3 clusters Score -6204202 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -6204251.500000 Penalty: 3495.001953
	Iteration 33Q: 3 clusters Score -6204252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6204277.000000 Penalty: 3495.001953
	Iteration 34Q: 3 clusters Score -6204277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -6204334.500000 Penalty: 3495.001953
	Iteration 35Q: 3 clusters Score -6204334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -6204356.500000 Penalty: 3495.001953
	Iteration 36Q: 3 clusters Score -6204356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -6204372.500000 Penalty: 3495.001953
	Iteration 37Q: 3 clusters Score -6204372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6204401.000000 Penalty: 3495.001953
	Iteration 38Q: 3 clusters Score -6204401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -6204402.500000 Penalty: 3495.001953
	Iteration 39Q: 3 clusters Score -6204402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6204443.000000 Penalty: 3495.001953
	Iteration 40F: 3 clusters Score -6204443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -6204446.500000 Penalty: 3495.001953
	Iteration 41Q: 3 clusters Score -6204446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -6204460.500000 Penalty: 3495.001953
	Iteration 42Q: 3 clusters Score -6204460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -6204462.000000 Penalty: 3495.001953
	Iteration 43Q: 3 clusters Score -6204462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6204479.500000 Penalty: 3495.001953
	Iteration 44Q: 3 clusters Score -6204480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -6204484.500000 Penalty: 3495.001953
	Iteration 45Q: 3 clusters Score -6204484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6204483.500000 Penalty: 3495.001953
	Iteration 46Q: 3 clusters Score -6204484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -6204496.500000 Penalty: 3495.001953
	Iteration 47Q: 3 clusters Score -6204496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -6204501.000000 Penalty: 3495.001953
	Iteration 48Q: 3 clusters Score -6204501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -6204502.000000 Penalty: 3495.001953
	Iteration 49Q: 3 clusters Score -6204502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -6204507.500000 Penalty: 3495.001953
	Iteration 50Q: 3 clusters Score -6204508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6204508.000000 Penalty: 3495.001953
	Iteration 51Q: 3 clusters Score -6204508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -6204514.500000 Penalty: 3495.001953
	Iteration 52Q: 3 clusters Score -6204514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6204513.500000 Penalty: 3495.001953
	Iteration 53Q: 3 clusters Score -6204514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -6204509.000000 Penalty: 3495.001953
	Iteration 54Q: 3 clusters Score -6204509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6204519.000000 Penalty: 3495.001953
	Iteration 55Q: 3 clusters Score -6204519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6204511.500000 Penalty: 3495.001953
	Iteration 56Q: 3 clusters Score -6204512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6204515.000000 Penalty: 3495.001953
	Iteration 57Q: 3 clusters Score -6204515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6204520.500000 Penalty: 3495.001953
	Iteration 58Q: 3 clusters Score -6204520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6204515.500000 Penalty: 3495.001953
	Iteration 59Q: 3 clusters Score -6204516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6204514.500000 Penalty: 3495.001953
	Iteration 60F: 3 clusters Score -6204514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6204520.500000 Penalty: 3495.001953
	Iteration 61Q: 3 clusters Score -6204520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6204515.000000 Penalty: 3495.001953
	Iteration 62Q: 3 clusters Score -6204515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -6204507.000000 Penalty: 3495.001953
	Iteration 63Q: 3 clusters Score -6204507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6204521.000000 Penalty: 3495.001953
	Iteration 64Q: 3 clusters Score -6204521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6204519.000000 Penalty: 3495.001953
	Iteration 65Q: 3 clusters Score -6204519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6204521.000000 Penalty: 3495.001953
	Iteration 66Q: 3 clusters Score -6204521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6204518.000000 Penalty: 3495.001953
	Iteration 67Q: 3 clusters Score -6204518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -6204515.500000 Penalty: 3495.001953
	Iteration 68Q: 3 clusters Score -6204516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6204511.500000 Penalty: 3495.001953
	Iteration 69Q: 3 clusters Score -6204512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -6204506.000000 Penalty: 3495.001953
	Iteration 70Q: 3 clusters Score -6204506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6204513.000000 Penalty: 3495.001953
	Iteration 71Q: 3 clusters Score -6204513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -6204518.000000 Penalty: 3495.001953
	Iteration 72Q: 3 clusters Score -6204518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6204515.500000 Penalty: 3495.001953
	Iteration 73Q: 3 clusters Score -6204516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -6204515.000000 Penalty: 3495.001953
	Iteration 74Q: 3 clusters Score -6204515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6204517.500000 Penalty: 3495.001953
	Iteration 75Q: 3 clusters Score -6204518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6204519.000000 Penalty: 3495.001953
	Iteration 76Q: 3 clusters Score -6204519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6204519.000000 Penalty: 3495.001953
	Iteration 77Q: 3 clusters Score -6204519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6204517.000000 Penalty: 3495.001953
	Iteration 78Q: 3 clusters Score -6204517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6204517.000000 Penalty: 3495.001953
	Iteration 79Q: 3 clusters Score -6204517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -6204514.500000 Penalty: 3495.001953
	Iteration 80F: 3 clusters Score -6204514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -6204516.500000 Penalty: 3495.001953
	Iteration 81Q: 3 clusters Score -6204516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -6204513.500000 Penalty: 3495.001953
	Iteration 82Q: 3 clusters Score -6204514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6204519.000000 Penalty: 3495.001953
	Iteration 83Q: 3 clusters Score -6204519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6204514.500000 Penalty: 3495.001953
	Iteration 84Q: 3 clusters Score -6204514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6204514.000000 Penalty: 3495.001953
	Iteration 85Q: 3 clusters Score -6204514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6204514.000000 Penalty: 3495.001953
	Iteration 86F: 3 clusters Score -6204514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Entering Unmasked Estep 
Score: -11712535.000000 Penalty: 1849.927856
	Iteration 0F: 2 clusters Score -1.171254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -11661479.000000 Penalty: 3699.855713
	Iteration 0F: 3 clusters Score -1.166148e+07 nChanged 41798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -11685997.000000 Penalty: 3699.855713
	Iteration 1F: 3 clusters Score -1.1686e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -11686904.000000 Penalty: 3699.855713
	Iteration 2Q: 3 clusters Score -1.16869e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -11688264.000000 Penalty: 3699.855713
	Iteration 3Q: 3 clusters Score -1.168826e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -11690242.000000 Penalty: 3699.855713
	Iteration 4Q: 3 clusters Score -1.169024e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -11693128.000000 Penalty: 3699.855713
	Iteration 5F: 3 clusters Score -1.169313e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -11696996.000000 Penalty: 3699.855713
	Iteration 6F: 3 clusters Score -1.1697e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -11700674.000000 Penalty: 3699.855713
	Iteration 7F: 3 clusters Score -1.170067e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -11703564.000000 Penalty: 3699.855713
	Iteration 8F: 3 clusters Score -1.170356e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -11705323.000000 Penalty: 3699.855713
	Iteration 9Q: 3 clusters Score -1.170532e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -11706172.000000 Penalty: 3699.855713
	Iteration 10Q: 3 clusters Score -1.170617e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -11706608.000000 Penalty: 3699.855713
	Iteration 11Q: 3 clusters Score -1.170661e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -11706839.000000 Penalty: 3699.855713
	Iteration 12Q: 3 clusters Score -1.170684e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -11706944.000000 Penalty: 3699.855713
	Iteration 13Q: 3 clusters Score -1.170694e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -11706981.000000 Penalty: 3699.855713
	Iteration 14Q: 3 clusters Score -1.170698e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -11707063.000000 Penalty: 3699.855713
	Iteration 15Q: 3 clusters Score -1.170706e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -11707096.000000 Penalty: 3699.855713
	Iteration 16Q: 3 clusters Score -1.17071e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -11707139.000000 Penalty: 3699.855713
	Iteration 17Q: 3 clusters Score -1.170714e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -11707162.000000 Penalty: 3699.855713
	Iteration 18Q: 3 clusters Score -1.170716e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -11707216.000000 Penalty: 3699.855713
	Iteration 19Q: 3 clusters Score -1.170722e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -11707264.000000 Penalty: 3699.855713
	Iteration 20F: 3 clusters Score -1.170726e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -11707351.000000 Penalty: 3699.855713
	Iteration 21Q: 3 clusters Score -1.170735e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -11707490.000000 Penalty: 3699.855713
	Iteration 22Q: 3 clusters Score -1.170749e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -11707551.000000 Penalty: 3699.855713
	Iteration 23Q: 3 clusters Score -1.170755e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -11707614.000000 Penalty: 3699.855713
	Iteration 24Q: 3 clusters Score -1.170761e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -11707721.000000 Penalty: 3699.855713
	Iteration 25Q: 3 clusters Score -1.170772e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -11707821.000000 Penalty: 3699.855713
	Iteration 26Q: 3 clusters Score -1.170782e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -11707931.000000 Penalty: 3699.855713
	Iteration 27Q: 3 clusters Score -1.170793e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -11707942.000000 Penalty: 3699.855713
	Iteration 28Q: 3 clusters Score -1.170794e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -11707991.000000 Penalty: 3699.855713
	Iteration 29Q: 3 clusters Score -1.170799e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -11708057.000000 Penalty: 3699.855713
	Iteration 30Q: 3 clusters Score -1.170806e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -11708180.000000 Penalty: 3699.855713
	Iteration 31Q: 3 clusters Score -1.170818e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -11708249.000000 Penalty: 3699.855713
	Iteration 32Q: 3 clusters Score -1.170825e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -11708247.000000 Penalty: 3699.855713
	Iteration 33Q: 3 clusters Score -1.170825e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -11708279.000000 Penalty: 3699.855713
	Iteration 34Q: 3 clusters Score -1.170828e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -11708341.000000 Penalty: 3699.855713
	Iteration 35Q: 3 clusters Score -1.170834e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -11708343.000000 Penalty: 3699.855713
	Iteration 36Q: 3 clusters Score -1.170834e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -11708381.000000 Penalty: 3699.855713
	Iteration 37Q: 3 clusters Score -1.170838e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -11708429.000000 Penalty: 3699.855713
	Iteration 38Q: 3 clusters Score -1.170843e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -11708482.000000 Penalty: 3699.855713
	Iteration 39Q: 3 clusters Score -1.170848e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -11708501.000000 Penalty: 3699.855713
	Iteration 40F: 3 clusters Score -1.17085e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -11708592.000000 Penalty: 3699.855713
	Iteration 41Q: 3 clusters Score -1.170859e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -11708644.000000 Penalty: 3699.855713
	Iteration 42Q: 3 clusters Score -1.170864e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -11708678.000000 Penalty: 3699.855713
	Iteration 43Q: 3 clusters Score -1.170868e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -11708694.000000 Penalty: 3699.855713
	Iteration 44Q: 3 clusters Score -1.170869e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -11708742.000000 Penalty: 3699.855713
	Iteration 45Q: 3 clusters Score -1.170874e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -11708751.000000 Penalty: 3699.855713
	Iteration 46Q: 3 clusters Score -1.170875e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -11708760.000000 Penalty: 3699.855713
	Iteration 47Q: 3 clusters Score -1.170876e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -11708781.000000 Penalty: 3699.855713
	Iteration 48Q: 3 clusters Score -1.170878e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -11708789.000000 Penalty: 3699.855713
	Iteration 49Q: 3 clusters Score -1.170879e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -11708802.000000 Penalty: 3699.855713
	Iteration 50Q: 3 clusters Score -1.17088e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -11708829.000000 Penalty: 3699.855713
	Iteration 51Q: 3 clusters Score -1.170883e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -11708843.000000 Penalty: 3699.855713
	Iteration 52Q: 3 clusters Score -1.170884e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -11708907.000000 Penalty: 3699.855713
	Iteration 53Q: 3 clusters Score -1.170891e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -11708920.000000 Penalty: 3699.855713
	Iteration 54Q: 3 clusters Score -1.170892e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -11708983.000000 Penalty: 3699.855713
	Iteration 55Q: 3 clusters Score -1.170898e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -11708960.000000 Penalty: 3699.855713
	Iteration 56Q: 3 clusters Score -1.170896e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -11708976.000000 Penalty: 3699.855713
	Iteration 57Q: 3 clusters Score -1.170898e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -11708986.000000 Penalty: 3699.855713
	Iteration 58Q: 3 clusters Score -1.170899e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -11708984.000000 Penalty: 3699.855713
	Iteration 59Q: 3 clusters Score -1.170898e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -11708999.000000 Penalty: 3699.855713
	Iteration 60F: 3 clusters Score -1.1709e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -11709070.000000 Penalty: 3699.855713
	Iteration 61Q: 3 clusters Score -1.170907e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -11709098.000000 Penalty: 3699.855713
	Iteration 62Q: 3 clusters Score -1.17091e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -11709111.000000 Penalty: 3699.855713
	Iteration 63Q: 3 clusters Score -1.170911e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -11709135.000000 Penalty: 3699.855713
	Iteration 64Q: 3 clusters Score -1.170914e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -11709137.000000 Penalty: 3699.855713
	Iteration 65Q: 3 clusters Score -1.170914e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -11709152.000000 Penalty: 3699.855713
	Iteration 66Q: 3 clusters Score -1.170915e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -11709158.000000 Penalty: 3699.855713
	Iteration 67Q: 3 clusters Score -1.170916e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -11709166.000000 Penalty: 3699.855713
	Iteration 68Q: 3 clusters Score -1.170917e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -11709152.000000 Penalty: 3699.855713
	Iteration 69Q: 3 clusters Score -1.170915e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -11709184.000000 Penalty: 3699.855713
	Iteration 70Q: 3 clusters Score -1.170918e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -11709195.000000 Penalty: 3699.855713
	Iteration 71Q: 3 clusters Score -1.17092e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -11709209.000000 Penalty: 3699.855713
	Iteration 72Q: 3 clusters Score -1.170921e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -11709205.000000 Penalty: 3699.855713
	Iteration 73Q: 3 clusters Score -1.17092e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -11709250.000000 Penalty: 3699.855713
	Iteration 74Q: 3 clusters Score -1.170925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -11709220.000000 Penalty: 3699.855713
	Iteration 75Q: 3 clusters Score -1.170922e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -11709226.000000 Penalty: 3699.855713
	Iteration 76Q: 3 clusters Score -1.170923e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -11709232.000000 Penalty: 3699.855713
	Iteration 77Q: 3 clusters Score -1.170923e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -11709198.000000 Penalty: 3699.855713
	Iteration 78Q: 3 clusters Score -1.17092e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -11709192.000000 Penalty: 3699.855713
	Iteration 79Q: 3 clusters Score -1.170919e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -11709199.000000 Penalty: 3699.855713
	Iteration 80F: 3 clusters Score -1.17092e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -11709206.000000 Penalty: 3699.855713
	Iteration 81Q: 3 clusters Score -1.170921e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -11709204.000000 Penalty: 3699.855713
	Iteration 82Q: 3 clusters Score -1.17092e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -11709215.000000 Penalty: 3699.855713
	Iteration 83Q: 3 clusters Score -1.170922e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -11709245.000000 Penalty: 3699.855713
	Iteration 84Q: 3 clusters Score -1.170924e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -11709229.000000 Penalty: 3699.855713
	Iteration 85Q: 3 clusters Score -1.170923e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -11709199.000000 Penalty: 3699.855713
	Iteration 86Q: 3 clusters Score -1.17092e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -11709218.000000 Penalty: 3699.855713
	Iteration 87Q: 3 clusters Score -1.170922e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -11709228.000000 Penalty: 3699.855713
	Iteration 88Q: 3 clusters Score -1.170923e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -11709259.000000 Penalty: 3699.855713
	Iteration 89Q: 3 clusters Score -1.170926e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -11709261.000000 Penalty: 3699.855713
	Iteration 90Q: 3 clusters Score -1.170926e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -11709283.000000 Penalty: 3699.855713
	Iteration 91Q: 3 clusters Score -1.170928e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -11709289.000000 Penalty: 3699.855713
	Iteration 92Q: 3 clusters Score -1.170929e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -11709342.000000 Penalty: 3699.855713
	Iteration 93Q: 3 clusters Score -1.170934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -11709328.000000 Penalty: 3699.855713
	Iteration 94Q: 3 clusters Score -1.170933e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -11709331.000000 Penalty: 3699.855713
	Iteration 95Q: 3 clusters Score -1.170933e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -11709333.000000 Penalty: 3699.855713
	Iteration 96Q: 3 clusters Score -1.170933e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -11709342.000000 Penalty: 3699.855713
	Iteration 97Q: 3 clusters Score -1.170934e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -11709368.000000 Penalty: 3699.855713
	Iteration 98Q: 3 clusters Score -1.170937e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -11709374.000000 Penalty: 3699.855713
	Iteration 99Q: 3 clusters Score -1.170937e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11709411.000000 Penalty: 3699.855713
	Iteration 100F: 3 clusters Score -1.170941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -11709417.000000 Penalty: 3699.855713
	Iteration 101Q: 3 clusters Score -1.170942e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -11709426.000000 Penalty: 3699.855713
	Iteration 102Q: 3 clusters Score -1.170943e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -11709437.000000 Penalty: 3699.855713
	Iteration 103Q: 3 clusters Score -1.170944e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -11709451.000000 Penalty: 3699.855713
	Iteration 104Q: 3 clusters Score -1.170945e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -11709466.000000 Penalty: 3699.855713
	Iteration 105Q: 3 clusters Score -1.170947e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -11709474.000000 Penalty: 3699.855713
	Iteration 106Q: 3 clusters Score -1.170947e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -11709506.000000 Penalty: 3699.855713
	Iteration 107Q: 3 clusters Score -1.170951e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -11709500.000000 Penalty: 3699.855713
	Iteration 108Q: 3 clusters Score -1.17095e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -11709494.000000 Penalty: 3699.855713
	Iteration 109Q: 3 clusters Score -1.170949e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -11709514.000000 Penalty: 3699.855713
	Iteration 110Q: 3 clusters Score -1.170951e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -11709532.000000 Penalty: 3699.855713
	Iteration 111Q: 3 clusters Score -1.170953e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -11709525.000000 Penalty: 3699.855713
	Iteration 112Q: 3 clusters Score -1.170952e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -11709597.000000 Penalty: 3699.855713
	Iteration 113Q: 3 clusters Score -1.17096e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -11709622.000000 Penalty: 3699.855713
	Iteration 114Q: 3 clusters Score -1.170962e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -11709629.000000 Penalty: 3699.855713
	Iteration 115Q: 3 clusters Score -1.170963e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -11709628.000000 Penalty: 3699.855713
	Iteration 116Q: 3 clusters Score -1.170963e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -11709645.000000 Penalty: 3699.855713
	Iteration 117Q: 3 clusters Score -1.170964e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -11709639.000000 Penalty: 3699.855713
	Iteration 118Q: 3 clusters Score -1.170964e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -11709659.000000 Penalty: 3699.855713
	Iteration 119Q: 3 clusters Score -1.170966e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -11709697.000000 Penalty: 3699.855713
	Iteration 120F: 3 clusters Score -1.17097e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -11709728.000000 Penalty: 3699.855713
	Iteration 121Q: 3 clusters Score -1.170973e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -11709773.000000 Penalty: 3699.855713
	Iteration 122Q: 3 clusters Score -1.170977e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -11709790.000000 Penalty: 3699.855713
	Iteration 123Q: 3 clusters Score -1.170979e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -11709801.000000 Penalty: 3699.855713
	Iteration 124Q: 3 clusters Score -1.17098e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -11709835.000000 Penalty: 3699.855713
	Iteration 125Q: 3 clusters Score -1.170984e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -11709853.000000 Penalty: 3699.855713
	Iteration 126Q: 3 clusters Score -1.170985e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -11709879.000000 Penalty: 3699.855713
	Iteration 127Q: 3 clusters Score -1.170988e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -11709880.000000 Penalty: 3699.855713
	Iteration 128Q: 3 clusters Score -1.170988e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -11709889.000000 Penalty: 3699.855713
	Iteration 129Q: 3 clusters Score -1.170989e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -11709931.000000 Penalty: 3699.855713
	Iteration 130Q: 3 clusters Score -1.170993e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -11709964.000000 Penalty: 3699.855713
	Iteration 131Q: 3 clusters Score -1.170996e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -11709997.000000 Penalty: 3699.855713
	Iteration 132Q: 3 clusters Score -1.171e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -11710007.000000 Penalty: 3699.855713
	Iteration 133Q: 3 clusters Score -1.171001e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -11710088.000000 Penalty: 3699.855713
	Iteration 134Q: 3 clusters Score -1.171009e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -11710109.000000 Penalty: 3699.855713
	Iteration 135Q: 3 clusters Score -1.171011e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -11710109.000000 Penalty: 3699.855713
	Iteration 136Q: 3 clusters Score -1.171011e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -11710120.000000 Penalty: 3699.855713
	Iteration 137Q: 3 clusters Score -1.171012e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -11710140.000000 Penalty: 3699.855713
	Iteration 138Q: 3 clusters Score -1.171014e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -11710197.000000 Penalty: 3699.855713
	Iteration 139Q: 3 clusters Score -1.17102e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -11710169.000000 Penalty: 3699.855713
	Iteration 140F: 3 clusters Score -1.171017e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -11710223.000000 Penalty: 3699.855713
	Iteration 141Q: 3 clusters Score -1.171022e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -11710249.000000 Penalty: 3699.855713
	Iteration 142Q: 3 clusters Score -1.171025e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -11710246.000000 Penalty: 3699.855713
	Iteration 143Q: 3 clusters Score -1.171025e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -11710286.000000 Penalty: 3699.855713
	Iteration 144Q: 3 clusters Score -1.171029e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -11710308.000000 Penalty: 3699.855713
	Iteration 145Q: 3 clusters Score -1.171031e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -11710354.000000 Penalty: 3699.855713
	Iteration 146Q: 3 clusters Score -1.171035e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -11710374.000000 Penalty: 3699.855713
	Iteration 147Q: 3 clusters Score -1.171037e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -11710391.000000 Penalty: 3699.855713
	Iteration 148Q: 3 clusters Score -1.171039e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -11710446.000000 Penalty: 3699.855713
	Iteration 149Q: 3 clusters Score -1.171045e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -11710525.000000 Penalty: 3699.855713
	Iteration 150Q: 3 clusters Score -1.171052e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -11710562.000000 Penalty: 3699.855713
	Iteration 151Q: 3 clusters Score -1.171056e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -11710603.000000 Penalty: 3699.855713
	Iteration 152Q: 3 clusters Score -1.17106e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -11710653.000000 Penalty: 3699.855713
	Iteration 153Q: 3 clusters Score -1.171065e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -11710705.000000 Penalty: 3699.855713
	Iteration 154Q: 3 clusters Score -1.17107e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -11710743.000000 Penalty: 3699.855713
	Iteration 155Q: 3 clusters Score -1.171074e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -11710688.000000 Penalty: 3699.855713
	Iteration 156Q: 3 clusters Score -1.171069e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -11710711.000000 Penalty: 3699.855713
	Iteration 157Q: 3 clusters Score -1.171071e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -11710770.000000 Penalty: 3699.855713
	Iteration 158Q: 3 clusters Score -1.171077e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -11711004.000000 Penalty: 3699.855713
	Iteration 159Q: 3 clusters Score -1.1711e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -11711092.000000 Penalty: 3699.855713
	Iteration 160F: 3 clusters Score -1.171109e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -11711407.000000 Penalty: 3699.855713
	Iteration 161Q: 3 clusters Score -1.171141e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -11711604.000000 Penalty: 3699.855713
	Iteration 162Q: 3 clusters Score -1.17116e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -11711578.000000 Penalty: 3699.855713
	Iteration 163Q: 3 clusters Score -1.171158e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11711524.000000 Penalty: 3699.855713
	Iteration 164Q: 3 clusters Score -1.171152e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -11711435.000000 Penalty: 3699.855713
	Iteration 165Q: 3 clusters Score -1.171144e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -11711310.000000 Penalty: 3699.855713
	Iteration 166Q: 3 clusters Score -1.171131e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -11711196.000000 Penalty: 3699.855713
	Iteration 167Q: 3 clusters Score -1.17112e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -11711170.000000 Penalty: 3699.855713
	Iteration 168Q: 3 clusters Score -1.171117e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -11711172.000000 Penalty: 3699.855713
	Iteration 169Q: 3 clusters Score -1.171117e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -11711166.000000 Penalty: 3699.855713
	Iteration 170Q: 3 clusters Score -1.171117e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -11711139.000000 Penalty: 3699.855713
	Iteration 171Q: 3 clusters Score -1.171114e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -11711153.000000 Penalty: 3699.855713
	Iteration 172Q: 3 clusters Score -1.171115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -11711153.000000 Penalty: 3699.855713
	Iteration 173Q: 3 clusters Score -1.171115e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -11711151.000000 Penalty: 3699.855713
	Iteration 174Q: 3 clusters Score -1.171115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -11711173.000000 Penalty: 3699.855713
	Iteration 175Q: 3 clusters Score -1.171117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -11711183.000000 Penalty: 3699.855713
	Iteration 176Q: 3 clusters Score -1.171118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -11711184.000000 Penalty: 3699.855713
	Iteration 177Q: 3 clusters Score -1.171118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -11711181.000000 Penalty: 3699.855713
	Iteration 178Q: 3 clusters Score -1.171118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -11711170.000000 Penalty: 3699.855713
	Iteration 179Q: 3 clusters Score -1.171117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -11711174.000000 Penalty: 3699.855713
	Iteration 180F: 3 clusters Score -1.171117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -11711168.000000 Penalty: 3699.855713
	Iteration 181Q: 3 clusters Score -1.171117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -11711167.000000 Penalty: 3699.855713
	Iteration 182Q: 3 clusters Score -1.171117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -11711185.000000 Penalty: 3699.855713
	Iteration 183Q: 3 clusters Score -1.171118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -11711183.000000 Penalty: 3699.855713
	Iteration 184Q: 3 clusters Score -1.171118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -11711185.000000 Penalty: 3699.855713
	Iteration 185Q: 3 clusters Score -1.171118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -11711182.000000 Penalty: 3699.855713
	Iteration 186Q: 3 clusters Score -1.171118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -11711190.000000 Penalty: 3699.855713
	Iteration 187Q: 3 clusters Score -1.171119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -11711180.000000 Penalty: 3699.855713
	Iteration 188Q: 3 clusters Score -1.171118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -11711187.000000 Penalty: 3699.855713
	Iteration 189Q: 3 clusters Score -1.171119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -11711191.000000 Penalty: 3699.855713
	Iteration 190Q: 3 clusters Score -1.171119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -11711190.000000 Penalty: 3699.855713
	Iteration 191Q: 3 clusters Score -1.171119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11711192.000000 Penalty: 3699.855713
	Iteration 192Q: 3 clusters Score -1.171119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11711187.000000 Penalty: 3699.855713
	Iteration 193Q: 3 clusters Score -1.171119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -11711184.000000 Penalty: 3699.855713
	Iteration 194Q: 3 clusters Score -1.171118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -11711178.000000 Penalty: 3699.855713
	Iteration 195Q: 3 clusters Score -1.171118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -11711183.000000 Penalty: 3699.855713
	Iteration 196Q: 3 clusters Score -1.171118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11711182.000000 Penalty: 3699.855713
	Iteration 197Q: 3 clusters Score -1.171118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11711182.000000 Penalty: 3699.855713
	Iteration 198F: 3 clusters Score -1.171118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Entering Unmasked Estep 
Score: -4337298.500000 Penalty: 1689.223511
	Iteration 0F: 2 clusters Score -4337298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4315232.000000 Penalty: 3378.447021
	Iteration 0F: 3 clusters Score -4315232 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4324042.500000 Penalty: 3378.447021
	Iteration 1F: 3 clusters Score -4324042 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4324766.000000 Penalty: 3378.447021
	Iteration 2Q: 3 clusters Score -4324766 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4325965.000000 Penalty: 3378.447021
	Iteration 3F: 3 clusters Score -4325965 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4328030.500000 Penalty: 3378.447021
	Iteration 4F: 3 clusters Score -4328030 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4330916.000000 Penalty: 3378.447021
	Iteration 5F: 3 clusters Score -4330916 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4333969.500000 Penalty: 3378.447021
	Iteration 6F: 3 clusters Score -4333970 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4336319.500000 Penalty: 3378.447021
	Iteration 7F: 3 clusters Score -4336320 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -4337117.000000 Penalty: 3378.447021
	Iteration 8Q: 3 clusters Score -4337117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4337302.000000 Penalty: 3378.447021
	Iteration 9Q: 3 clusters Score -4337302 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4337349.000000 Penalty: 3378.447021
	Iteration 10Q: 3 clusters Score -4337349 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4337377.000000 Penalty: 3378.447021
	Iteration 11Q: 3 clusters Score -4337377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4337400.000000 Penalty: 3378.447021
	Iteration 12Q: 3 clusters Score -4337400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -4337403.500000 Penalty: 3378.447021
	Iteration 13Q: 3 clusters Score -4337404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -4337407.000000 Penalty: 3378.447021
	Iteration 14Q: 3 clusters Score -4337407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4337415.000000 Penalty: 3378.447021
	Iteration 15Q: 3 clusters Score -4337415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4337418.000000 Penalty: 3378.447021
	Iteration 16Q: 3 clusters Score -4337418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4337424.500000 Penalty: 3378.447021
	Iteration 17Q: 3 clusters Score -4337424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4337420.000000 Penalty: 3378.447021
	Iteration 18Q: 3 clusters Score -4337420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4337419.000000 Penalty: 3378.447021
	Iteration 19Q: 3 clusters Score -4337419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4337420.500000 Penalty: 3378.447021
	Iteration 20F: 3 clusters Score -4337420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4337416.500000 Penalty: 3378.447021
	Iteration 21Q: 3 clusters Score -4337416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4337414.500000 Penalty: 3378.447021
	Iteration 22Q: 3 clusters Score -4337414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4337416.000000 Penalty: 3378.447021
	Iteration 23Q: 3 clusters Score -4337416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4337417.000000 Penalty: 3378.447021
	Iteration 24Q: 3 clusters Score -4337417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4337416.500000 Penalty: 3378.447021
	Iteration 25Q: 3 clusters Score -4337416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4337421.000000 Penalty: 3378.447021
	Iteration 26Q: 3 clusters Score -4337421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4337419.500000 Penalty: 3378.447021
	Iteration 27Q: 3 clusters Score -4337420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4337414.500000 Penalty: 3378.447021
	Iteration 28Q: 3 clusters Score -4337414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4337411.000000 Penalty: 3378.447021
	Iteration 29Q: 3 clusters Score -4337411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4337412.000000 Penalty: 3378.447021
	Iteration 30Q: 3 clusters Score -4337412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4337410.500000 Penalty: 3378.447021
	Iteration 31Q: 3 clusters Score -4337410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4337409.500000 Penalty: 3378.447021
	Iteration 32Q: 3 clusters Score -4337410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4337409.500000 Penalty: 3378.447021
	Iteration 33F: 3 clusters Score -4337410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 5747 members 
Mstep: Class 30 contains 26956 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 82712 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85979768.000000 Penalty: 106718.789062
Splitting cluster 29 changes total score from -85979944.000000 to -85979768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1203378.375000 Penalty: 1484.116943
	Iteration 0F: 2 clusters Score -1203378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1196742.875000 Penalty: 2968.233887
	Iteration 0F: 3 clusters Score -1196743 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1198891.500000 Penalty: 2968.233887
	Iteration 1F: 3 clusters Score -1198892 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1199155.125000 Penalty: 2968.233887
	Iteration 2F: 3 clusters Score -1199155 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1199386.750000 Penalty: 2968.233887
	Iteration 3F: 3 clusters Score -1199387 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1199630.875000 Penalty: 2968.233887
	Iteration 4Q: 3 clusters Score -1199631 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1199888.000000 Penalty: 2968.233887
	Iteration 5Q: 3 clusters Score -1199888 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1200145.375000 Penalty: 2968.233887
	Iteration 6Q: 3 clusters Score -1200145 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1200411.000000 Penalty: 2968.233887
	Iteration 7Q: 3 clusters Score -1200411 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1200727.375000 Penalty: 2968.233887
	Iteration 8Q: 3 clusters Score -1200727 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1201030.125000 Penalty: 2968.233887
	Iteration 9Q: 3 clusters Score -1201030 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1201252.750000 Penalty: 2968.233887
	Iteration 10Q: 3 clusters Score -1201253 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1201407.875000 Penalty: 2968.233887
	Iteration 11Q: 3 clusters Score -1201408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1201507.875000 Penalty: 2968.233887
	Iteration 12Q: 3 clusters Score -1201508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1201586.750000 Penalty: 2968.233887
	Iteration 13Q: 3 clusters Score -1201587 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1201670.500000 Penalty: 2968.233887
	Iteration 14Q: 3 clusters Score -1201670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1201727.375000 Penalty: 2968.233887
	Iteration 15Q: 3 clusters Score -1201727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1201783.625000 Penalty: 2968.233887
	Iteration 16Q: 3 clusters Score -1201784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1201832.375000 Penalty: 2968.233887
	Iteration 17Q: 3 clusters Score -1201832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1201870.125000 Penalty: 2968.233887
	Iteration 18Q: 3 clusters Score -1201870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1201894.750000 Penalty: 2968.233887
	Iteration 19Q: 3 clusters Score -1201895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1201919.625000 Penalty: 2968.233887
	Iteration 20F: 3 clusters Score -1201920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1201945.000000 Penalty: 2968.233887
	Iteration 21Q: 3 clusters Score -1201945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1201971.625000 Penalty: 2968.233887
	Iteration 22Q: 3 clusters Score -1201972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1201991.500000 Penalty: 2968.233887
	Iteration 23Q: 3 clusters Score -1201992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1202012.375000 Penalty: 2968.233887
	Iteration 24Q: 3 clusters Score -1202012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1202025.875000 Penalty: 2968.233887
	Iteration 25Q: 3 clusters Score -1202026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1202042.500000 Penalty: 2968.233887
	Iteration 26Q: 3 clusters Score -1202042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1202062.875000 Penalty: 2968.233887
	Iteration 27Q: 3 clusters Score -1202063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1202073.750000 Penalty: 2968.233887
	Iteration 28Q: 3 clusters Score -1202074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1202087.000000 Penalty: 2968.233887
	Iteration 29Q: 3 clusters Score -1202087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1202093.250000 Penalty: 2968.233887
	Iteration 30Q: 3 clusters Score -1202093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1202108.500000 Penalty: 2968.233887
	Iteration 31Q: 3 clusters Score -1202108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1202118.875000 Penalty: 2968.233887
	Iteration 32Q: 3 clusters Score -1202119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1202135.125000 Penalty: 2968.233887
	Iteration 33Q: 3 clusters Score -1202135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1202144.250000 Penalty: 2968.233887
	Iteration 34Q: 3 clusters Score -1202144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1202153.875000 Penalty: 2968.233887
	Iteration 35Q: 3 clusters Score -1202154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1202152.750000 Penalty: 2968.233887
	Iteration 36Q: 3 clusters Score -1202153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1202156.500000 Penalty: 2968.233887
	Iteration 37Q: 3 clusters Score -1202156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1202159.625000 Penalty: 2968.233887
	Iteration 38Q: 3 clusters Score -1202160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1202162.375000 Penalty: 2968.233887
	Iteration 39Q: 3 clusters Score -1202162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1202170.250000 Penalty: 2968.233887
	Iteration 40F: 3 clusters Score -1202170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1202171.625000 Penalty: 2968.233887
	Iteration 41Q: 3 clusters Score -1202172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1202170.750000 Penalty: 2968.233887
	Iteration 42Q: 3 clusters Score -1202171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1202175.750000 Penalty: 2968.233887
	Iteration 43Q: 3 clusters Score -1202176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1202175.875000 Penalty: 2968.233887
	Iteration 44Q: 3 clusters Score -1202176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1202179.000000 Penalty: 2968.233887
	Iteration 45Q: 3 clusters Score -1202179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1202180.875000 Penalty: 2968.233887
	Iteration 46Q: 3 clusters Score -1202181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1202182.125000 Penalty: 2968.233887
	Iteration 47Q: 3 clusters Score -1202182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1202185.000000 Penalty: 2968.233887
	Iteration 48Q: 3 clusters Score -1202185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1202185.750000 Penalty: 2968.233887
	Iteration 49Q: 3 clusters Score -1202186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1202185.250000 Penalty: 2968.233887
	Iteration 50Q: 3 clusters Score -1202185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1202185.750000 Penalty: 2968.233887
	Iteration 51Q: 3 clusters Score -1202186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1202184.750000 Penalty: 2968.233887
	Iteration 52Q: 3 clusters Score -1202185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1202185.875000 Penalty: 2968.233887
	Iteration 53Q: 3 clusters Score -1202186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1202187.000000 Penalty: 2968.233887
	Iteration 54Q: 3 clusters Score -1202187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1202186.125000 Penalty: 2968.233887
	Iteration 55Q: 3 clusters Score -1202186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1202187.500000 Penalty: 2968.233887
	Iteration 56Q: 3 clusters Score -1202188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1202187.750000 Penalty: 2968.233887
	Iteration 57Q: 3 clusters Score -1202188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1202189.375000 Penalty: 2968.233887
	Iteration 58Q: 3 clusters Score -1202189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1202189.375000 Penalty: 2968.233887
	Iteration 59F: 3 clusters Score -1202189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21164.650391 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21164.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21273.195312 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21291.832031 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -21291.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21312.150391 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -21312.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21325.716797 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21325.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21327.626953 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21327.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21327.626953 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -21327.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -101646.539062 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -101646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100433.468750 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -100433.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100621.664062 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -100621.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100683.304688 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -100683.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100742.117188 Penalty: 2134.168457
	Iteration 3Q: 3 clusters Score -100742.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100778.093750 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -100778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100797.781250 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -100797.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100814.179688 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -100814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100822.148438 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -100822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100830.359375 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -100830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100837.960938 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -100838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100843.132812 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -100843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100849.343750 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -100849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100851.539062 Penalty: 2134.168457
	Iteration 12Q: 3 clusters Score -100851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100856.515625 Penalty: 2134.168457
	Iteration 13Q: 3 clusters Score -100856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100862.500000 Penalty: 2134.168457
	Iteration 14Q: 3 clusters Score -100862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100866.156250 Penalty: 2134.168457
	Iteration 15Q: 3 clusters Score -100866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100867.210938 Penalty: 2134.168457
	Iteration 16Q: 3 clusters Score -100867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100867.210938 Penalty: 2134.168457
	Iteration 17F: 3 clusters Score -100867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -286393.468750 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -286393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -284159.875000 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -284159.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284813.656250 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -284813.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -285084.531250 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -285084.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -285295.593750 Penalty: 2512.734863
	Iteration 3F: 3 clusters Score -285295.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285497.937500 Penalty: 2512.734863
	Iteration 4F: 3 clusters Score -285497.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285627.125000 Penalty: 2512.734863
	Iteration 5F: 3 clusters Score -285627.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -285732.031250 Penalty: 2512.734863
	Iteration 6Q: 3 clusters Score -285732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -285824.906250 Penalty: 2512.734863
	Iteration 7Q: 3 clusters Score -285824.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -285888.562500 Penalty: 2512.734863
	Iteration 8Q: 3 clusters Score -285888.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285927.500000 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -285927.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -285954.531250 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -285954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -285974.062500 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -285974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -285986.406250 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -285986.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -285991.781250 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -285991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -285995.437500 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -285995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -285998.218750 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -285998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -286003.125000 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -286003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -286007.656250 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -286007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -286011.593750 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -286011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286013.625000 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -286013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -286016.281250 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -286016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286018.343750 Penalty: 2512.734863
	Iteration 21Q: 3 clusters Score -286018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286018.343750 Penalty: 2512.734863
	Iteration 22F: 3 clusters Score -286018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141144.265625 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141144.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141387.953125 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141452.921875 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141452.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141503.828125 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141525.343750 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141533.953125 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141543.453125 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141552.031250 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141554.000000 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141555.171875 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141555.171875 Penalty: 2215.439209
	Iteration 10F: 3 clusters Score -141555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Entering Unmasked Estep 
Score: -3881118.750000 Penalty: 1673.127808
	Iteration 0F: 2 clusters Score -3881119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3861072.250000 Penalty: 3346.255615
	Iteration 0F: 3 clusters Score -3861072 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3868739.250000 Penalty: 3346.255615
	Iteration 1F: 3 clusters Score -3868739 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3869271.250000 Penalty: 3346.255615
	Iteration 2Q: 3 clusters Score -3869271 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3869806.000000 Penalty: 3346.255615
	Iteration 3Q: 3 clusters Score -3869806 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3870280.750000 Penalty: 3346.255615
	Iteration 4Q: 3 clusters Score -3870281 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3870850.250000 Penalty: 3346.255615
	Iteration 5Q: 3 clusters Score -3870850 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3871467.000000 Penalty: 3346.255615
	Iteration 6Q: 3 clusters Score -3871467 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3872182.500000 Penalty: 3346.255615
	Iteration 7Q: 3 clusters Score -3872182 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3873072.500000 Penalty: 3346.255615
	Iteration 8Q: 3 clusters Score -3873072 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3873976.750000 Penalty: 3346.255615
	Iteration 9Q: 3 clusters Score -3873977 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3874776.750000 Penalty: 3346.255615
	Iteration 10Q: 3 clusters Score -3874777 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3875360.750000 Penalty: 3346.255615
	Iteration 11Q: 3 clusters Score -3875361 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3875795.500000 Penalty: 3346.255615
	Iteration 12Q: 3 clusters Score -3875796 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3876074.000000 Penalty: 3346.255615
	Iteration 13Q: 3 clusters Score -3876074 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3876299.750000 Penalty: 3346.255615
	Iteration 14Q: 3 clusters Score -3876300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3876473.500000 Penalty: 3346.255615
	Iteration 15Q: 3 clusters Score -3876474 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3876656.500000 Penalty: 3346.255615
	Iteration 16Q: 3 clusters Score -3876656 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3876838.500000 Penalty: 3346.255615
	Iteration 17Q: 3 clusters Score -3876838 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3876982.500000 Penalty: 3346.255615
	Iteration 18Q: 3 clusters Score -3876982 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3877171.000000 Penalty: 3346.255615
	Iteration 19Q: 3 clusters Score -3877171 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3877355.750000 Penalty: 3346.255615
	Iteration 20F: 3 clusters Score -3877356 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3877573.500000 Penalty: 3346.255615
	Iteration 21Q: 3 clusters Score -3877574 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3877743.000000 Penalty: 3346.255615
	Iteration 22Q: 3 clusters Score -3877743 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3877911.000000 Penalty: 3346.255615
	Iteration 23Q: 3 clusters Score -3877911 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3878100.000000 Penalty: 3346.255615
	Iteration 24Q: 3 clusters Score -3878100 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3878299.500000 Penalty: 3346.255615
	Iteration 25Q: 3 clusters Score -3878300 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3878463.000000 Penalty: 3346.255615
	Iteration 26Q: 3 clusters Score -3878463 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3878638.750000 Penalty: 3346.255615
	Iteration 27Q: 3 clusters Score -3878639 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3878793.000000 Penalty: 3346.255615
	Iteration 28Q: 3 clusters Score -3878793 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3878914.250000 Penalty: 3346.255615
	Iteration 29Q: 3 clusters Score -3878914 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3879035.500000 Penalty: 3346.255615
	Iteration 30Q: 3 clusters Score -3879036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3879142.500000 Penalty: 3346.255615
	Iteration 31Q: 3 clusters Score -3879142 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3879229.750000 Penalty: 3346.255615
	Iteration 32Q: 3 clusters Score -3879230 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3879296.500000 Penalty: 3346.255615
	Iteration 33Q: 3 clusters Score -3879296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3879375.000000 Penalty: 3346.255615
	Iteration 34Q: 3 clusters Score -3879375 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3879435.750000 Penalty: 3346.255615
	Iteration 35Q: 3 clusters Score -3879436 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3879512.500000 Penalty: 3346.255615
	Iteration 36Q: 3 clusters Score -3879512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3879596.750000 Penalty: 3346.255615
	Iteration 37Q: 3 clusters Score -3879597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3879651.750000 Penalty: 3346.255615
	Iteration 38Q: 3 clusters Score -3879652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3879696.000000 Penalty: 3346.255615
	Iteration 39Q: 3 clusters Score -3879696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3879726.500000 Penalty: 3346.255615
	Iteration 40F: 3 clusters Score -3879726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3879752.750000 Penalty: 3346.255615
	Iteration 41Q: 3 clusters Score -3879753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3879773.250000 Penalty: 3346.255615
	Iteration 42Q: 3 clusters Score -3879773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3879797.750000 Penalty: 3346.255615
	Iteration 43Q: 3 clusters Score -3879798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3879810.250000 Penalty: 3346.255615
	Iteration 44Q: 3 clusters Score -3879810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3879817.500000 Penalty: 3346.255615
	Iteration 45Q: 3 clusters Score -3879818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3879826.750000 Penalty: 3346.255615
	Iteration 46Q: 3 clusters Score -3879827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3879844.750000 Penalty: 3346.255615
	Iteration 47Q: 3 clusters Score -3879845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3879841.750000 Penalty: 3346.255615
	Iteration 48Q: 3 clusters Score -3879842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3879846.750000 Penalty: 3346.255615
	Iteration 49Q: 3 clusters Score -3879847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3879847.250000 Penalty: 3346.255615
	Iteration 50Q: 3 clusters Score -3879847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3879856.250000 Penalty: 3346.255615
	Iteration 51Q: 3 clusters Score -3879856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3879855.250000 Penalty: 3346.255615
	Iteration 52Q: 3 clusters Score -3879855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3879854.750000 Penalty: 3346.255615
	Iteration 53Q: 3 clusters Score -3879855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3879855.500000 Penalty: 3346.255615
	Iteration 54Q: 3 clusters Score -3879856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3879855.750000 Penalty: 3346.255615
	Iteration 55Q: 3 clusters Score -3879856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3879860.250000 Penalty: 3346.255615
	Iteration 56Q: 3 clusters Score -3879860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3879858.250000 Penalty: 3346.255615
	Iteration 57Q: 3 clusters Score -3879858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3879857.500000 Penalty: 3346.255615
	Iteration 58Q: 3 clusters Score -3879858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3879864.000000 Penalty: 3346.255615
	Iteration 59Q: 3 clusters Score -3879864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3879864.000000 Penalty: 3346.255615
	Iteration 60F: 3 clusters Score -3879864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3879865.000000 Penalty: 3346.255615
	Iteration 61Q: 3 clusters Score -3879865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3879867.750000 Penalty: 3346.255615
	Iteration 62Q: 3 clusters Score -3879868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3879868.500000 Penalty: 3346.255615
	Iteration 63Q: 3 clusters Score -3879868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3879870.750000 Penalty: 3346.255615
	Iteration 64Q: 3 clusters Score -3879871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3879868.250000 Penalty: 3346.255615
	Iteration 65Q: 3 clusters Score -3879868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3879868.250000 Penalty: 3346.255615
	Iteration 66F: 3 clusters Score -3879868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -44208.300781 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -44208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43228.621094 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -43228.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43354.175781 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -43354.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43381.605469 Penalty: 1907.521484
	Iteration 2Q: 3 clusters Score -43381.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43399.566406 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -43399.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43402.046875 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -43402.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43402.046875 Penalty: 1907.521484
	Iteration 5F: 3 clusters Score -43402.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39613.847656 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39613.85 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39889.695312 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39889.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40048.191406 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -40048.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40117.140625 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -40117.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40200.332031 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -40200.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40268.902344 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40330.328125 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40330.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40361.925781 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40361.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40386.378906 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40386.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40392.574219 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40392.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40394.089844 Penalty: 1972.989746
	Iteration 10F: 3 clusters Score -40394.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40416.941406 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40416.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40422.289062 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40422.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40427.859375 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -40427.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40432.703125 Penalty: 1972.989746
	Iteration 14Q: 3 clusters Score -40432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40434.625000 Penalty: 1972.989746
	Iteration 15Q: 3 clusters Score -40434.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40434.625000 Penalty: 1972.989746
	Iteration 16F: 3 clusters Score -40434.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (64077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Entering Unmasked Estep 
Score: -8478529.000000 Penalty: 1798.524048
	Iteration 0F: 2 clusters Score -8478529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -8437599.000000 Penalty: 3597.048096
	Iteration 0F: 3 clusters Score -8437599 nChanged 30297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8454854.000000 Penalty: 3597.048096
	Iteration 1F: 3 clusters Score -8454854 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8455623.000000 Penalty: 3597.048096
	Iteration 2Q: 3 clusters Score -8455623 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8456503.000000 Penalty: 3597.048096
	Iteration 3Q: 3 clusters Score -8456503 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -8457668.000000 Penalty: 3597.048096
	Iteration 4Q: 3 clusters Score -8457668 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8459149.000000 Penalty: 3597.048096
	Iteration 5F: 3 clusters Score -8459149 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8460974.000000 Penalty: 3597.048096
	Iteration 6F: 3 clusters Score -8460974 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8462887.000000 Penalty: 3597.048096
	Iteration 7F: 3 clusters Score -8462887 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8464776.000000 Penalty: 3597.048096
	Iteration 8F: 3 clusters Score -8464776 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8466720.000000 Penalty: 3597.048096
	Iteration 9F: 3 clusters Score -8466720 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8468595.000000 Penalty: 3597.048096
	Iteration 10Q: 3 clusters Score -8468595 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -8470368.000000 Penalty: 3597.048096
	Iteration 11Q: 3 clusters Score -8470368 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -8472034.000000 Penalty: 3597.048096
	Iteration 12Q: 3 clusters Score -8472034 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -8473247.000000 Penalty: 3597.048096
	Iteration 13Q: 3 clusters Score -8473247 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -8474053.000000 Penalty: 3597.048096
	Iteration 14Q: 3 clusters Score -8474053 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -8474701.000000 Penalty: 3597.048096
	Iteration 15Q: 3 clusters Score -8474701 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -8475257.000000 Penalty: 3597.048096
	Iteration 16Q: 3 clusters Score -8475257 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -8475677.000000 Penalty: 3597.048096
	Iteration 17Q: 3 clusters Score -8475677 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -8476021.000000 Penalty: 3597.048096
	Iteration 18Q: 3 clusters Score -8476021 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -8476372.000000 Penalty: 3597.048096
	Iteration 19Q: 3 clusters Score -8476372 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -8476682.000000 Penalty: 3597.048096
	Iteration 20F: 3 clusters Score -8476682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -8476901.000000 Penalty: 3597.048096
	Iteration 21Q: 3 clusters Score -8476901 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -8477110.000000 Penalty: 3597.048096
	Iteration 22Q: 3 clusters Score -8477110 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -8477263.000000 Penalty: 3597.048096
	Iteration 23Q: 3 clusters Score -8477263 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -8477351.000000 Penalty: 3597.048096
	Iteration 24Q: 3 clusters Score -8477351 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8477465.000000 Penalty: 3597.048096
	Iteration 25Q: 3 clusters Score -8477465 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -8477542.000000 Penalty: 3597.048096
	Iteration 26Q: 3 clusters Score -8477542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -8477559.000000 Penalty: 3597.048096
	Iteration 27Q: 3 clusters Score -8477559 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -8477597.000000 Penalty: 3597.048096
	Iteration 28Q: 3 clusters Score -8477597 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -8477635.000000 Penalty: 3597.048096
	Iteration 29Q: 3 clusters Score -8477635 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -8477645.000000 Penalty: 3597.048096
	Iteration 30Q: 3 clusters Score -8477645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -8477665.000000 Penalty: 3597.048096
	Iteration 31Q: 3 clusters Score -8477665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8477679.000000 Penalty: 3597.048096
	Iteration 32Q: 3 clusters Score -8477679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -8477686.000000 Penalty: 3597.048096
	Iteration 33Q: 3 clusters Score -8477686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -8477669.000000 Penalty: 3597.048096
	Iteration 34Q: 3 clusters Score -8477669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -8477671.000000 Penalty: 3597.048096
	Iteration 35Q: 3 clusters Score -8477671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -8477664.000000 Penalty: 3597.048096
	Iteration 36Q: 3 clusters Score -8477664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -8477680.000000 Penalty: 3597.048096
	Iteration 37Q: 3 clusters Score -8477680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -8477669.000000 Penalty: 3597.048096
	Iteration 38Q: 3 clusters Score -8477669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -8477684.000000 Penalty: 3597.048096
	Iteration 39Q: 3 clusters Score -8477684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -8477682.000000 Penalty: 3597.048096
	Iteration 40F: 3 clusters Score -8477682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -8477663.000000 Penalty: 3597.048096
	Iteration 41Q: 3 clusters Score -8477663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -8477680.000000 Penalty: 3597.048096
	Iteration 42Q: 3 clusters Score -8477680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -8477665.000000 Penalty: 3597.048096
	Iteration 43Q: 3 clusters Score -8477665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -8477664.000000 Penalty: 3597.048096
	Iteration 44Q: 3 clusters Score -8477664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8477653.000000 Penalty: 3597.048096
	Iteration 45Q: 3 clusters Score -8477653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -8477647.000000 Penalty: 3597.048096
	Iteration 46Q: 3 clusters Score -8477647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -8477641.000000 Penalty: 3597.048096
	Iteration 47Q: 3 clusters Score -8477641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -8477632.000000 Penalty: 3597.048096
	Iteration 48Q: 3 clusters Score -8477632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -8477636.000000 Penalty: 3597.048096
	Iteration 49Q: 3 clusters Score -8477636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -8477641.000000 Penalty: 3597.048096
	Iteration 50Q: 3 clusters Score -8477641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -8477637.000000 Penalty: 3597.048096
	Iteration 51Q: 3 clusters Score -8477637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -8477645.000000 Penalty: 3597.048096
	Iteration 52Q: 3 clusters Score -8477645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -8477640.000000 Penalty: 3597.048096
	Iteration 53Q: 3 clusters Score -8477640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -8477640.000000 Penalty: 3597.048096
	Iteration 54Q: 3 clusters Score -8477640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -8477645.000000 Penalty: 3597.048096
	Iteration 55Q: 3 clusters Score -8477645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8477637.000000 Penalty: 3597.048096
	Iteration 56Q: 3 clusters Score -8477637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -8477635.000000 Penalty: 3597.048096
	Iteration 57Q: 3 clusters Score -8477635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -8477639.000000 Penalty: 3597.048096
	Iteration 58Q: 3 clusters Score -8477639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -8477639.000000 Penalty: 3597.048096
	Iteration 59F: 3 clusters Score -8477639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (82712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Entering Unmasked Estep 
Score: -11054520.000000 Penalty: 1840.007080
	Iteration 0F: 2 clusters Score -1.105452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -11005491.000000 Penalty: 3680.014160
	Iteration 0F: 3 clusters Score -1.100549e+07 nChanged 39262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -11027848.000000 Penalty: 3680.014160
	Iteration 1F: 3 clusters Score -1.102785e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -11028460.000000 Penalty: 3680.014160
	Iteration 2Q: 3 clusters Score -1.102846e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -11029098.000000 Penalty: 3680.014160
	Iteration 3Q: 3 clusters Score -1.10291e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -11030006.000000 Penalty: 3680.014160
	Iteration 4Q: 3 clusters Score -1.103001e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -11031390.000000 Penalty: 3680.014160
	Iteration 5Q: 3 clusters Score -1.103139e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -11033489.000000 Penalty: 3680.014160
	Iteration 6Q: 3 clusters Score -1.103349e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -11036650.000000 Penalty: 3680.014160
	Iteration 7F: 3 clusters Score -1.103665e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -11040666.000000 Penalty: 3680.014160
	Iteration 8F: 3 clusters Score -1.104067e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -11044457.000000 Penalty: 3680.014160
	Iteration 9F: 3 clusters Score -1.104446e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -11046866.000000 Penalty: 3680.014160
	Iteration 10F: 3 clusters Score -1.104687e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -11048009.000000 Penalty: 3680.014160
	Iteration 11Q: 3 clusters Score -1.104801e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -11048701.000000 Penalty: 3680.014160
	Iteration 12Q: 3 clusters Score -1.10487e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -11049246.000000 Penalty: 3680.014160
	Iteration 13Q: 3 clusters Score -1.104925e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -11049832.000000 Penalty: 3680.014160
	Iteration 14Q: 3 clusters Score -1.104983e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -11050436.000000 Penalty: 3680.014160
	Iteration 15Q: 3 clusters Score -1.105044e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -11051050.000000 Penalty: 3680.014160
	Iteration 16Q: 3 clusters Score -1.105105e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -11051536.000000 Penalty: 3680.014160
	Iteration 17Q: 3 clusters Score -1.105154e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -11052206.000000 Penalty: 3680.014160
	Iteration 18Q: 3 clusters Score -1.105221e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -11052868.000000 Penalty: 3680.014160
	Iteration 19Q: 3 clusters Score -1.105287e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -11053411.000000 Penalty: 3680.014160
	Iteration 20F: 3 clusters Score -1.105341e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -11053871.000000 Penalty: 3680.014160
	Iteration 21Q: 3 clusters Score -1.105387e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -11054338.000000 Penalty: 3680.014160
	Iteration 22Q: 3 clusters Score -1.105434e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -11054730.000000 Penalty: 3680.014160
	Iteration 23Q: 3 clusters Score -1.105473e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -11055092.000000 Penalty: 3680.014160
	Iteration 24Q: 3 clusters Score -1.105509e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -11055411.000000 Penalty: 3680.014160
	Iteration 25Q: 3 clusters Score -1.105541e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -11055657.000000 Penalty: 3680.014160
	Iteration 26Q: 3 clusters Score -1.105566e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -11055902.000000 Penalty: 3680.014160
	Iteration 27Q: 3 clusters Score -1.10559e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -11056071.000000 Penalty: 3680.014160
	Iteration 28Q: 3 clusters Score -1.105607e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -11056219.000000 Penalty: 3680.014160
	Iteration 29Q: 3 clusters Score -1.105622e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -11056326.000000 Penalty: 3680.014160
	Iteration 30Q: 3 clusters Score -1.105633e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -11056396.000000 Penalty: 3680.014160
	Iteration 31Q: 3 clusters Score -1.10564e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -11056474.000000 Penalty: 3680.014160
	Iteration 32Q: 3 clusters Score -1.105647e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -11056547.000000 Penalty: 3680.014160
	Iteration 33Q: 3 clusters Score -1.105655e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -11056587.000000 Penalty: 3680.014160
	Iteration 34Q: 3 clusters Score -1.105659e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -11056587.000000 Penalty: 3680.014160
	Iteration 35Q: 3 clusters Score -1.105659e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -11056587.000000 Penalty: 3680.014160
	Iteration 36Q: 3 clusters Score -1.105659e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -11056628.000000 Penalty: 3680.014160
	Iteration 37Q: 3 clusters Score -1.105663e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -11056607.000000 Penalty: 3680.014160
	Iteration 38Q: 3 clusters Score -1.105661e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -11056626.000000 Penalty: 3680.014160
	Iteration 39Q: 3 clusters Score -1.105663e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -11056653.000000 Penalty: 3680.014160
	Iteration 40F: 3 clusters Score -1.105665e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 41Q: 3 clusters Score -1.105668e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -11056689.000000 Penalty: 3680.014160
	Iteration 42Q: 3 clusters Score -1.105669e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -11056685.000000 Penalty: 3680.014160
	Iteration 43Q: 3 clusters Score -1.105668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -11056696.000000 Penalty: 3680.014160
	Iteration 44Q: 3 clusters Score -1.10567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 45Q: 3 clusters Score -1.105668e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -11056700.000000 Penalty: 3680.014160
	Iteration 46Q: 3 clusters Score -1.10567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -11056688.000000 Penalty: 3680.014160
	Iteration 47Q: 3 clusters Score -1.105669e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -11056689.000000 Penalty: 3680.014160
	Iteration 48Q: 3 clusters Score -1.105669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -11056691.000000 Penalty: 3680.014160
	Iteration 49Q: 3 clusters Score -1.105669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -11056684.000000 Penalty: 3680.014160
	Iteration 50Q: 3 clusters Score -1.105668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -11056693.000000 Penalty: 3680.014160
	Iteration 51Q: 3 clusters Score -1.105669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -11056699.000000 Penalty: 3680.014160
	Iteration 52Q: 3 clusters Score -1.10567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -11056705.000000 Penalty: 3680.014160
	Iteration 53Q: 3 clusters Score -1.10567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -11056702.000000 Penalty: 3680.014160
	Iteration 54Q: 3 clusters Score -1.10567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -11056698.000000 Penalty: 3680.014160
	Iteration 55Q: 3 clusters Score -1.10567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -11056669.000000 Penalty: 3680.014160
	Iteration 56Q: 3 clusters Score -1.105667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -11056670.000000 Penalty: 3680.014160
	Iteration 57Q: 3 clusters Score -1.105667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -11056683.000000 Penalty: 3680.014160
	Iteration 58Q: 3 clusters Score -1.105668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -11056680.000000 Penalty: 3680.014160
	Iteration 59Q: 3 clusters Score -1.105668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -11056686.000000 Penalty: 3680.014160
	Iteration 60F: 3 clusters Score -1.105669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -11056694.000000 Penalty: 3680.014160
	Iteration 61Q: 3 clusters Score -1.105669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -11056696.000000 Penalty: 3680.014160
	Iteration 62Q: 3 clusters Score -1.10567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -11056695.000000 Penalty: 3680.014160
	Iteration 63Q: 3 clusters Score -1.10567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -11056690.000000 Penalty: 3680.014160
	Iteration 64Q: 3 clusters Score -1.105669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -11056694.000000 Penalty: 3680.014160
	Iteration 65Q: 3 clusters Score -1.105669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -11056682.000000 Penalty: 3680.014160
	Iteration 66Q: 3 clusters Score -1.105668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -11056681.000000 Penalty: 3680.014160
	Iteration 67Q: 3 clusters Score -1.105668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 68Q: 3 clusters Score -1.105668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 69Q: 3 clusters Score -1.105668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -11056676.000000 Penalty: 3680.014160
	Iteration 70Q: 3 clusters Score -1.105668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -11056682.000000 Penalty: 3680.014160
	Iteration 71Q: 3 clusters Score -1.105668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -11056680.000000 Penalty: 3680.014160
	Iteration 72Q: 3 clusters Score -1.105668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 73Q: 3 clusters Score -1.105668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -11056679.000000 Penalty: 3680.014160
	Iteration 74Q: 3 clusters Score -1.105668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -11056684.000000 Penalty: 3680.014160
	Iteration 75Q: 3 clusters Score -1.105668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -11056682.000000 Penalty: 3680.014160
	Iteration 76Q: 3 clusters Score -1.105668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -11056688.000000 Penalty: 3680.014160
	Iteration 77Q: 3 clusters Score -1.105669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -11056686.000000 Penalty: 3680.014160
	Iteration 78Q: 3 clusters Score -1.105669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -11056684.000000 Penalty: 3680.014160
	Iteration 79Q: 3 clusters Score -1.105668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -11056687.000000 Penalty: 3680.014160
	Iteration 80F: 3 clusters Score -1.105669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -11056688.000000 Penalty: 3680.014160
	Iteration 81Q: 3 clusters Score -1.105669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -11056700.000000 Penalty: 3680.014160
	Iteration 82Q: 3 clusters Score -1.10567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -11056700.000000 Penalty: 3680.014160
	Iteration 83Q: 3 clusters Score -1.10567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -11056696.000000 Penalty: 3680.014160
	Iteration 84Q: 3 clusters Score -1.10567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -11056698.000000 Penalty: 3680.014160
	Iteration 85Q: 3 clusters Score -1.10567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -11056702.000000 Penalty: 3680.014160
	Iteration 86Q: 3 clusters Score -1.10567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -11056703.000000 Penalty: 3680.014160
	Iteration 87Q: 3 clusters Score -1.10567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -11056706.000000 Penalty: 3680.014160
	Iteration 88Q: 3 clusters Score -1.105671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -11056714.000000 Penalty: 3680.014160
	Iteration 89Q: 3 clusters Score -1.105671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -11056702.000000 Penalty: 3680.014160
	Iteration 90Q: 3 clusters Score -1.10567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -11056710.000000 Penalty: 3680.014160
	Iteration 91Q: 3 clusters Score -1.105671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -11056703.000000 Penalty: 3680.014160
	Iteration 92Q: 3 clusters Score -1.10567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -11056709.000000 Penalty: 3680.014160
	Iteration 93Q: 3 clusters Score -1.105671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -11056718.000000 Penalty: 3680.014160
	Iteration 94Q: 3 clusters Score -1.105672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -11056723.000000 Penalty: 3680.014160
	Iteration 95Q: 3 clusters Score -1.105672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -11056725.000000 Penalty: 3680.014160
	Iteration 96Q: 3 clusters Score -1.105672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -11056714.000000 Penalty: 3680.014160
	Iteration 97Q: 3 clusters Score -1.105671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -11056723.000000 Penalty: 3680.014160
	Iteration 98Q: 3 clusters Score -1.105672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -11056723.000000 Penalty: 3680.014160
	Iteration 99F: 3 clusters Score -1.105672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 32703 members 
Mstep: Class 30 contains 22237 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 60475 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85981568.000000 Penalty: 106718.789062
Splitting cluster 41 changes total score from -85979944.000000 to -85981568.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13959.321289 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13959.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14094.431641 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14094.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14163.032227 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -14163.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14237.841797 Penalty: 1754.402954
	Iteration 3F: 3 clusters Score -14237.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14246.526367 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14246.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14247.789062 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14247.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14247.789062 Penalty: 1754.402954
	Iteration 6F: 3 clusters Score -14247.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48905.273438 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48905.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49088.886719 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49088.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49175.230469 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49175.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49281.644531 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49281.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49323.480469 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49323.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49356.648438 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49356.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49369.722656 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49369.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49389.691406 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49389.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49414.246094 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -49414.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49430.234375 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -49430.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49437.621094 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -49437.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49445.304688 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -49445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49453.820312 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -49453.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49463.269531 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -49463.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49465.316406 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -49465.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49468.078125 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -49468.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49469.511719 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -49469.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49469.511719 Penalty: 1933.958862
	Iteration 17F: 3 clusters Score -49469.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69001.093750 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -69001.09 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69177.312500 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69177.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69299.906250 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69299.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69390.023438 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -69390.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69455.554688 Penalty: 1933.958862
	Iteration 4F: 3 clusters Score -69455.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69477.273438 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69477.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69490.187500 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69490.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69506.882812 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69506.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69535.226562 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69535.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69556.789062 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69556.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69565.320312 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69565.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69565.320312 Penalty: 1933.958862
	Iteration 11F: 3 clusters Score -69565.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -48152.550781 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -48152.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47186.730469 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -47186.73 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47418.519531 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -47418.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47596.429688 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -47596.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47739.160156 Penalty: 1965.395996
	Iteration 3F: 3 clusters Score -47739.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47835.378906 Penalty: 1965.395996
	Iteration 4F: 3 clusters Score -47835.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47936.527344 Penalty: 1965.395996
	Iteration 5F: 3 clusters Score -47936.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47989.855469 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -47989.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47999.730469 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -47999.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48006.101562 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -48006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48007.468750 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -48007.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48009.066406 Penalty: 1965.395996
	Iteration 10Q: 3 clusters Score -48009.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48009.066406 Penalty: 1965.395996
	Iteration 11F: 3 clusters Score -48009.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (60356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Entering Unmasked Estep 
Score: -8024499.000000 Penalty: 1788.802490
	Iteration 0F: 2 clusters Score -8024499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7984403.000000 Penalty: 3577.604980
	Iteration 0F: 3 clusters Score -7984403 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -8000508.500000 Penalty: 3577.604980
	Iteration 1F: 3 clusters Score -8000508 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -8001139.000000 Penalty: 3577.604980
	Iteration 2Q: 3 clusters Score -8001139 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8002005.000000 Penalty: 3577.604980
	Iteration 3Q: 3 clusters Score -8002005 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8003214.000000 Penalty: 3577.604980
	Iteration 4Q: 3 clusters Score -8003214 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -8005012.000000 Penalty: 3577.604980
	Iteration 5F: 3 clusters Score -8005012 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -8007687.000000 Penalty: 3577.604980
	Iteration 6F: 3 clusters Score -8007687 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -8011094.000000 Penalty: 3577.604980
	Iteration 7F: 3 clusters Score -8011094 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -8013669.000000 Penalty: 3577.604980
	Iteration 8F: 3 clusters Score -8013669 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -8014959.500000 Penalty: 3577.604980
	Iteration 9Q: 3 clusters Score -8014960 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8015491.500000 Penalty: 3577.604980
	Iteration 10Q: 3 clusters Score -8015492 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8015799.000000 Penalty: 3577.604980
	Iteration 11Q: 3 clusters Score -8015799 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8016012.500000 Penalty: 3577.604980
	Iteration 12Q: 3 clusters Score -8016012 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8016218.000000 Penalty: 3577.604980
	Iteration 13Q: 3 clusters Score -8016218 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8016461.000000 Penalty: 3577.604980
	Iteration 14Q: 3 clusters Score -8016461 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8016756.000000 Penalty: 3577.604980
	Iteration 15Q: 3 clusters Score -8016756 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -8017048.000000 Penalty: 3577.604980
	Iteration 16Q: 3 clusters Score -8017048 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8017355.000000 Penalty: 3577.604980
	Iteration 17Q: 3 clusters Score -8017355 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8017682.500000 Penalty: 3577.604980
	Iteration 18Q: 3 clusters Score -8017682 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8017992.500000 Penalty: 3577.604980
	Iteration 19Q: 3 clusters Score -8017992 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8018316.500000 Penalty: 3577.604980
	Iteration 20F: 3 clusters Score -8018316 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8018538.000000 Penalty: 3577.604980
	Iteration 21Q: 3 clusters Score -8018538 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8018867.000000 Penalty: 3577.604980
	Iteration 22Q: 3 clusters Score -8018867 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8019142.500000 Penalty: 3577.604980
	Iteration 23Q: 3 clusters Score -8019142 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8019395.500000 Penalty: 3577.604980
	Iteration 24Q: 3 clusters Score -8019396 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8019617.500000 Penalty: 3577.604980
	Iteration 25Q: 3 clusters Score -8019618 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8019809.500000 Penalty: 3577.604980
	Iteration 26Q: 3 clusters Score -8019810 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8019960.500000 Penalty: 3577.604980
	Iteration 27Q: 3 clusters Score -8019960 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -8020056.500000 Penalty: 3577.604980
	Iteration 28Q: 3 clusters Score -8020056 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -8020167.000000 Penalty: 3577.604980
	Iteration 29Q: 3 clusters Score -8020167 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -8020228.000000 Penalty: 3577.604980
	Iteration 30Q: 3 clusters Score -8020228 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -8020336.000000 Penalty: 3577.604980
	Iteration 31Q: 3 clusters Score -8020336 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -8020414.000000 Penalty: 3577.604980
	Iteration 32Q: 3 clusters Score -8020414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -8020485.500000 Penalty: 3577.604980
	Iteration 33Q: 3 clusters Score -8020486 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -8020519.500000 Penalty: 3577.604980
	Iteration 34Q: 3 clusters Score -8020520 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -8020558.000000 Penalty: 3577.604980
	Iteration 35Q: 3 clusters Score -8020558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -8020625.000000 Penalty: 3577.604980
	Iteration 36Q: 3 clusters Score -8020625 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -8020661.000000 Penalty: 3577.604980
	Iteration 37Q: 3 clusters Score -8020661 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -8020695.500000 Penalty: 3577.604980
	Iteration 38Q: 3 clusters Score -8020696 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -8020744.000000 Penalty: 3577.604980
	Iteration 39Q: 3 clusters Score -8020744 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -8020803.500000 Penalty: 3577.604980
	Iteration 40F: 3 clusters Score -8020804 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -8020850.500000 Penalty: 3577.604980
	Iteration 41Q: 3 clusters Score -8020850 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -8020912.000000 Penalty: 3577.604980
	Iteration 42Q: 3 clusters Score -8020912 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -8020944.500000 Penalty: 3577.604980
	Iteration 43Q: 3 clusters Score -8020944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -8021015.500000 Penalty: 3577.604980
	Iteration 44Q: 3 clusters Score -8021016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8021046.500000 Penalty: 3577.604980
	Iteration 45Q: 3 clusters Score -8021046 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -8021097.000000 Penalty: 3577.604980
	Iteration 46Q: 3 clusters Score -8021097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -8021121.000000 Penalty: 3577.604980
	Iteration 47Q: 3 clusters Score -8021121 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -8021150.000000 Penalty: 3577.604980
	Iteration 48Q: 3 clusters Score -8021150 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -8021195.000000 Penalty: 3577.604980
	Iteration 49Q: 3 clusters Score -8021195 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -8021231.500000 Penalty: 3577.604980
	Iteration 50Q: 3 clusters Score -8021232 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -8021285.500000 Penalty: 3577.604980
	Iteration 51Q: 3 clusters Score -8021286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -8021299.000000 Penalty: 3577.604980
	Iteration 52Q: 3 clusters Score -8021299 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -8021338.500000 Penalty: 3577.604980
	Iteration 53Q: 3 clusters Score -8021338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -8021415.500000 Penalty: 3577.604980
	Iteration 54Q: 3 clusters Score -8021416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -8021478.500000 Penalty: 3577.604980
	Iteration 55Q: 3 clusters Score -8021478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -8021528.000000 Penalty: 3577.604980
	Iteration 56Q: 3 clusters Score -8021528 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -8021559.000000 Penalty: 3577.604980
	Iteration 57Q: 3 clusters Score -8021559 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -8021603.500000 Penalty: 3577.604980
	Iteration 58Q: 3 clusters Score -8021604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -8021662.500000 Penalty: 3577.604980
	Iteration 59Q: 3 clusters Score -8021662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -8021726.000000 Penalty: 3577.604980
	Iteration 60F: 3 clusters Score -8021726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -8021771.500000 Penalty: 3577.604980
	Iteration 61Q: 3 clusters Score -8021772 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -8021828.500000 Penalty: 3577.604980
	Iteration 62Q: 3 clusters Score -8021828 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -8021890.500000 Penalty: 3577.604980
	Iteration 63Q: 3 clusters Score -8021890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -8021926.000000 Penalty: 3577.604980
	Iteration 64Q: 3 clusters Score -8021926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -8022002.000000 Penalty: 3577.604980
	Iteration 65Q: 3 clusters Score -8022002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -8022058.500000 Penalty: 3577.604980
	Iteration 66Q: 3 clusters Score -8022058 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -8022118.000000 Penalty: 3577.604980
	Iteration 67Q: 3 clusters Score -8022118 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -8022162.000000 Penalty: 3577.604980
	Iteration 68Q: 3 clusters Score -8022162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -8022222.000000 Penalty: 3577.604980
	Iteration 69Q: 3 clusters Score -8022222 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -8022248.000000 Penalty: 3577.604980
	Iteration 70Q: 3 clusters Score -8022248 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -8022300.000000 Penalty: 3577.604980
	Iteration 71Q: 3 clusters Score -8022300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -8022315.500000 Penalty: 3577.604980
	Iteration 72Q: 3 clusters Score -8022316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -8022333.000000 Penalty: 3577.604980
	Iteration 73Q: 3 clusters Score -8022333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -8022385.500000 Penalty: 3577.604980
	Iteration 74Q: 3 clusters Score -8022386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -8022426.500000 Penalty: 3577.604980
	Iteration 75Q: 3 clusters Score -8022426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -8022449.000000 Penalty: 3577.604980
	Iteration 76Q: 3 clusters Score -8022449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -8022463.000000 Penalty: 3577.604980
	Iteration 77Q: 3 clusters Score -8022463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -8022495.000000 Penalty: 3577.604980
	Iteration 78Q: 3 clusters Score -8022495 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -8022550.000000 Penalty: 3577.604980
	Iteration 79Q: 3 clusters Score -8022550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -8022601.000000 Penalty: 3577.604980
	Iteration 80F: 3 clusters Score -8022601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -8022641.500000 Penalty: 3577.604980
	Iteration 81Q: 3 clusters Score -8022642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -8022674.000000 Penalty: 3577.604980
	Iteration 82Q: 3 clusters Score -8022674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -8022694.500000 Penalty: 3577.604980
	Iteration 83Q: 3 clusters Score -8022694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -8022732.000000 Penalty: 3577.604980
	Iteration 84Q: 3 clusters Score -8022732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -8022752.500000 Penalty: 3577.604980
	Iteration 85Q: 3 clusters Score -8022752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -8022777.500000 Penalty: 3577.604980
	Iteration 86Q: 3 clusters Score -8022778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -8022802.000000 Penalty: 3577.604980
	Iteration 87Q: 3 clusters Score -8022802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8022834.000000 Penalty: 3577.604980
	Iteration 88Q: 3 clusters Score -8022834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -8022861.500000 Penalty: 3577.604980
	Iteration 89Q: 3 clusters Score -8022862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -8022878.500000 Penalty: 3577.604980
	Iteration 90Q: 3 clusters Score -8022878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -8022889.500000 Penalty: 3577.604980
	Iteration 91Q: 3 clusters Score -8022890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8022896.500000 Penalty: 3577.604980
	Iteration 92Q: 3 clusters Score -8022896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -8022904.000000 Penalty: 3577.604980
	Iteration 93Q: 3 clusters Score -8022904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -8022935.500000 Penalty: 3577.604980
	Iteration 94Q: 3 clusters Score -8022936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -8022940.500000 Penalty: 3577.604980
	Iteration 95Q: 3 clusters Score -8022940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -8022942.500000 Penalty: 3577.604980
	Iteration 96Q: 3 clusters Score -8022942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -8022958.500000 Penalty: 3577.604980
	Iteration 97Q: 3 clusters Score -8022958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -8022955.500000 Penalty: 3577.604980
	Iteration 98Q: 3 clusters Score -8022956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -8022956.500000 Penalty: 3577.604980
	Iteration 99Q: 3 clusters Score -8022956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -8022954.000000 Penalty: 3577.604980
	Iteration 100F: 3 clusters Score -8022954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -8022966.000000 Penalty: 3577.604980
	Iteration 101Q: 3 clusters Score -8022966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -8022960.500000 Penalty: 3577.604980
	Iteration 102Q: 3 clusters Score -8022960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -8022963.500000 Penalty: 3577.604980
	Iteration 103Q: 3 clusters Score -8022964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -8022965.000000 Penalty: 3577.604980
	Iteration 104Q: 3 clusters Score -8022965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -8022978.000000 Penalty: 3577.604980
	Iteration 105Q: 3 clusters Score -8022978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -8022973.500000 Penalty: 3577.604980
	Iteration 106Q: 3 clusters Score -8022974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -8022985.500000 Penalty: 3577.604980
	Iteration 107Q: 3 clusters Score -8022986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -8022976.000000 Penalty: 3577.604980
	Iteration 108Q: 3 clusters Score -8022976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -8022983.000000 Penalty: 3577.604980
	Iteration 109Q: 3 clusters Score -8022983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -8022981.500000 Penalty: 3577.604980
	Iteration 110Q: 3 clusters Score -8022982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8022981.500000 Penalty: 3577.604980
	Iteration 111Q: 3 clusters Score -8022982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -8022982.500000 Penalty: 3577.604980
	Iteration 112Q: 3 clusters Score -8022982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -8022983.000000 Penalty: 3577.604980
	Iteration 113Q: 3 clusters Score -8022983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -8022990.000000 Penalty: 3577.604980
	Iteration 114Q: 3 clusters Score -8022990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -8022987.500000 Penalty: 3577.604980
	Iteration 115Q: 3 clusters Score -8022988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -8022989.500000 Penalty: 3577.604980
	Iteration 116Q: 3 clusters Score -8022990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -8022993.500000 Penalty: 3577.604980
	Iteration 117Q: 3 clusters Score -8022994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -8022988.500000 Penalty: 3577.604980
	Iteration 118Q: 3 clusters Score -8022988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -8022995.500000 Penalty: 3577.604980
	Iteration 119Q: 3 clusters Score -8022996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -8023003.000000 Penalty: 3577.604980
	Iteration 120F: 3 clusters Score -8023003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -8023002.500000 Penalty: 3577.604980
	Iteration 121Q: 3 clusters Score -8023002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -8023007.500000 Penalty: 3577.604980
	Iteration 122Q: 3 clusters Score -8023008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -8023011.500000 Penalty: 3577.604980
	Iteration 123Q: 3 clusters Score -8023012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -8023011.000000 Penalty: 3577.604980
	Iteration 124Q: 3 clusters Score -8023011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -8023013.500000 Penalty: 3577.604980
	Iteration 125Q: 3 clusters Score -8023014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -8023010.500000 Penalty: 3577.604980
	Iteration 126Q: 3 clusters Score -8023010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -8023011.500000 Penalty: 3577.604980
	Iteration 127Q: 3 clusters Score -8023012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -8023013.000000 Penalty: 3577.604980
	Iteration 128Q: 3 clusters Score -8023013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -8023013.000000 Penalty: 3577.604980
	Iteration 129F: 3 clusters Score -8023013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -51225.367188 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -51225.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50223.816406 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -50223.82 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50475.367188 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -50475.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50601.761719 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -50601.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50696.117188 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -50696.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50756.621094 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -50756.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50797.234375 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -50797.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50817.984375 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -50817.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50821.953125 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -50821.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50823.324219 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -50823.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50823.324219 Penalty: 1994.058594
	Iteration 9F: 3 clusters Score -50823.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19150.867188 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19150.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19294.685547 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19294.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19416.832031 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19416.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19467.798828 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19494.136719 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19494.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19503.388672 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19503.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19511.509766 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -19511.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19516.423828 Penalty: 1800.910645
	Iteration 7Q: 3 clusters Score -19516.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19516.423828 Penalty: 1800.910645
	Iteration 8F: 3 clusters Score -19516.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -160887.921875 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -160887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159410.687500 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -159410.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159743.656250 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -159743.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159863.578125 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -159863.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159935.515625 Penalty: 2268.222168
	Iteration 3F: 3 clusters Score -159935.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159990.546875 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -159990.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160023.812500 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -160023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160041.843750 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -160041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160048.484375 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -160048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160056.578125 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -160056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160069.781250 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -160069.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160088.296875 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -160088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160105.984375 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -160106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160113.171875 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -160113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160118.156250 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -160118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160124.406250 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -160124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160133.375000 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -160133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160143.093750 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -160143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160151.765625 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -160151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -160161.390625 Penalty: 2268.222168
	Iteration 18Q: 3 clusters Score -160161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160167.468750 Penalty: 2268.222168
	Iteration 19Q: 3 clusters Score -160167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -160171.406250 Penalty: 2268.222168
	Iteration 20F: 3 clusters Score -160171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160180.968750 Penalty: 2268.222168
	Iteration 21Q: 3 clusters Score -160181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160183.593750 Penalty: 2268.222168
	Iteration 22Q: 3 clusters Score -160183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160185.718750 Penalty: 2268.222168
	Iteration 23Q: 3 clusters Score -160185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160188.687500 Penalty: 2268.222168
	Iteration 24Q: 3 clusters Score -160188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160189.875000 Penalty: 2268.222168
	Iteration 25Q: 3 clusters Score -160189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160191.453125 Penalty: 2268.222168
	Iteration 26Q: 3 clusters Score -160191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160194.203125 Penalty: 2268.222168
	Iteration 27Q: 3 clusters Score -160194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160195.484375 Penalty: 2268.222168
	Iteration 28Q: 3 clusters Score -160195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160196.781250 Penalty: 2268.222168
	Iteration 29Q: 3 clusters Score -160196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160199.015625 Penalty: 2268.222168
	Iteration 30Q: 3 clusters Score -160199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160199.859375 Penalty: 2268.222168
	Iteration 31Q: 3 clusters Score -160199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160200.593750 Penalty: 2268.222168
	Iteration 32Q: 3 clusters Score -160200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160200.593750 Penalty: 2268.222168
	Iteration 33F: 3 clusters Score -160200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -209544.593750 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209544.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209807.265625 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209807.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209882.828125 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209882.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -209933.171875 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -209933.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -209977.390625 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -209977.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -210028.671875 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210028.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -210063.562500 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210063.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -210089.406250 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210089.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -210119.750000 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210119.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -210136.578125 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210136.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210153.140625 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -210169.781250 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210169.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -210183.968750 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -210196.187500 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -210201.156250 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210205.437500 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -210209.828125 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -210212.484375 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -210215.562500 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -210215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -210217.968750 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -210218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -210218.328125 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -210218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -210218.593750 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -210218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -210219.015625 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -210219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -210220.781250 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -210220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -210221.281250 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -210221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -210221.281250 Penalty: 2333.275146
	Iteration 25F: 3 clusters Score -210221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 20301 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46810 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 32703 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29619 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64077 members 
Mstep: Class 41 contains 60475 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60356 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85982944.000000 Penalty: 106718.789062
Iteration 239Q: 50 clusters Score -8.598294e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31378 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22878 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 8783 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 47788 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46735 members 
Mstep: Class 28 contains 88179 members 
Mstep: Class 29 contains 32573 members 
Mstep: Class 30 contains 21654 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29620 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64094 members 
Mstep: Class 41 contains 60546 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60247 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85984104.000000 Penalty: 106718.789062
Iteration 240F: 50 clusters Score -8.59841e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31382 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22821 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 10 contains 8764 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20296 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 48029 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18532 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46470 members 
Mstep: Class 28 contains 87334 members 
Mstep: Class 29 contains 32472 members 
Mstep: Class 30 contains 23055 members 
Mstep: Class 31 contains 9252 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29563 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 64014 members 
Mstep: Class 41 contains 60491 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60201 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1074 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85985024.000000 Penalty: 106718.789062
Iteration 241Q: 50 clusters Score -8.598502e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22773 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44594 members 
Mstep: Class 10 contains 8740 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20266 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 48310 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46269 members 
Mstep: Class 28 contains 86863 members 
Mstep: Class 29 contains 32352 members 
Mstep: Class 30 contains 24019 members 
Mstep: Class 31 contains 9251 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29537 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63957 members 
Mstep: Class 41 contains 60396 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 60072 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986184.000000 Penalty: 106718.789062
Iteration 242Q: 50 clusters Score -8.598618e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31362 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22733 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44557 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20231 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 48629 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46092 members 
Mstep: Class 28 contains 86473 members 
Mstep: Class 29 contains 32225 members 
Mstep: Class 30 contains 24976 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29523 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63904 members 
Mstep: Class 41 contains 60211 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59887 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986440.000000 Penalty: 106718.789062
Iteration 243Q: 50 clusters Score -8.598644e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31350 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22718 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44471 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20181 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 49006 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45962 members 
Mstep: Class 28 contains 86180 members 
Mstep: Class 29 contains 32096 members 
Mstep: Class 30 contains 25930 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29497 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63863 members 
Mstep: Class 41 contains 59905 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59659 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986760.000000 Penalty: 106718.789062
Iteration 244Q: 50 clusters Score -8.598676e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31325 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22686 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44395 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18566 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45830 members 
Mstep: Class 28 contains 85942 members 
Mstep: Class 29 contains 31958 members 
Mstep: Class 30 contains 26859 members 
Mstep: Class 31 contains 9250 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29479 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63829 members 
Mstep: Class 41 contains 59532 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59426 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986648.000000 Penalty: 106718.789062
Iteration 245Q: 50 clusters Score -8.598665e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31312 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22656 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20081 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 49905 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45707 members 
Mstep: Class 28 contains 85680 members 
Mstep: Class 29 contains 31829 members 
Mstep: Class 30 contains 27737 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29462 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63811 members 
Mstep: Class 41 contains 59125 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 59174 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986888.000000 Penalty: 106718.789062
Iteration 246Q: 50 clusters Score -8.598689e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31300 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22647 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20032 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 50391 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45619 members 
Mstep: Class 28 contains 85387 members 
Mstep: Class 29 contains 31727 members 
Mstep: Class 30 contains 28543 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29441 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63792 members 
Mstep: Class 41 contains 58716 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58932 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986992.000000 Penalty: 106718.789062
Iteration 247Q: 50 clusters Score -8.598699e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22629 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44240 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 20007 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 50870 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18597 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45525 members 
Mstep: Class 28 contains 85105 members 
Mstep: Class 29 contains 31658 members 
Mstep: Class 30 contains 29264 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29437 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63769 members 
Mstep: Class 41 contains 58291 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58729 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987480.000000 Penalty: 106718.789062
Iteration 248Q: 50 clusters Score -8.598748e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31295 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44196 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19983 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 51378 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18598 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45420 members 
Mstep: Class 28 contains 84803 members 
Mstep: Class 29 contains 31585 members 
Mstep: Class 30 contains 30001 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29430 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63772 members 
Mstep: Class 41 contains 57803 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58562 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987776.000000 Penalty: 106718.789062
Iteration 249Q: 50 clusters Score -8.598778e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31285 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22572 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44159 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19948 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 51895 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18607 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45340 members 
Mstep: Class 28 contains 84480 members 
Mstep: Class 29 contains 31564 members 
Mstep: Class 30 contains 30709 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29424 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63760 members 
Mstep: Class 41 contains 57272 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58399 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988080.000000 Penalty: 106718.789062
Iteration 250Q: 50 clusters Score -8.598808e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31267 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22540 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44114 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 52374 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18598 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45274 members 
Mstep: Class 28 contains 84156 members 
Mstep: Class 29 contains 31545 members 
Mstep: Class 30 contains 31405 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29421 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63739 members 
Mstep: Class 41 contains 56798 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58246 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988168.000000 Penalty: 106718.789062
Iteration 251Q: 50 clusters Score -8.598817e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31248 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 52895 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45188 members 
Mstep: Class 28 contains 83860 members 
Mstep: Class 29 contains 31552 members 
Mstep: Class 30 contains 32076 members 
Mstep: Class 31 contains 9243 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29421 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63723 members 
Mstep: Class 41 contains 56274 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 58101 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988160.000000 Penalty: 106718.789062
Iteration 252Q: 50 clusters Score -8.598816e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31251 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22511 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43972 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19866 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 53447 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18597 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45128 members 
Mstep: Class 28 contains 83440 members 
Mstep: Class 29 contains 31582 members 
Mstep: Class 30 contains 32764 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29424 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63712 members 
Mstep: Class 41 contains 55749 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57946 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988480.000000 Penalty: 106718.789062
Iteration 253Q: 50 clusters Score -8.598848e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22495 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43896 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19840 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 54031 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18611 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45058 members 
Mstep: Class 28 contains 82987 members 
Mstep: Class 29 contains 31613 members 
Mstep: Class 30 contains 33473 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29426 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63702 members 
Mstep: Class 41 contains 55194 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57801 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988880.000000 Penalty: 106718.789062
Iteration 254Q: 50 clusters Score -8.598888e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31230 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22488 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 8693 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19809 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 54621 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18617 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45014 members 
Mstep: Class 28 contains 82569 members 
Mstep: Class 29 contains 31678 members 
Mstep: Class 30 contains 34150 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29428 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63680 members 
Mstep: Class 41 contains 54614 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57642 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989472.000000 Penalty: 106718.789062
Iteration 255Q: 50 clusters Score -8.598947e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31235 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22481 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43730 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19790 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 55187 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44967 members 
Mstep: Class 28 contains 82041 members 
Mstep: Class 29 contains 31751 members 
Mstep: Class 30 contains 34819 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29422 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63653 members 
Mstep: Class 41 contains 54147 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57479 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989496.000000 Penalty: 106718.789062
Iteration 256Q: 50 clusters Score -8.59895e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31253 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22474 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43647 members 
Mstep: Class 10 contains 8718 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19774 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 55735 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11752 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18628 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44934 members 
Mstep: Class 28 contains 81534 members 
Mstep: Class 29 contains 31798 members 
Mstep: Class 30 contains 35497 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2282 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29403 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63629 members 
Mstep: Class 41 contains 53736 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57280 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989744.000000 Penalty: 106718.789062
Iteration 257Q: 50 clusters Score -8.598974e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31263 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22467 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19748 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 56263 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18637 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44901 members 
Mstep: Class 28 contains 81166 members 
Mstep: Class 29 contains 31840 members 
Mstep: Class 30 contains 36131 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2282 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29390 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63603 members 
Mstep: Class 41 contains 53283 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 57071 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990232.000000 Penalty: 106718.789062
Iteration 258Q: 50 clusters Score -8.599023e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31267 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22451 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19743 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 56758 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18646 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44835 members 
Mstep: Class 28 contains 80857 members 
Mstep: Class 29 contains 31864 members 
Mstep: Class 30 contains 36812 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29366 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63578 members 
Mstep: Class 41 contains 52842 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56811 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990736.000000 Penalty: 106718.789062
Iteration 259Q: 50 clusters Score -8.599074e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31249 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22440 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43330 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 57252 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 18644 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 80521 members 
Mstep: Class 29 contains 31866 members 
Mstep: Class 30 contains 37528 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29339 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63559 members 
Mstep: Class 41 contains 52467 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56599 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991248.000000 Penalty: 106718.789062
Iteration 260F: 50 clusters Score -8.599125e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31217 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22434 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43192 members 
Mstep: Class 10 contains 8782 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 57690 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18657 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44674 members 
Mstep: Class 28 contains 80060 members 
Mstep: Class 29 contains 31889 members 
Mstep: Class 30 contains 38385 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63526 members 
Mstep: Class 41 contains 52162 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56342 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991504.000000 Penalty: 106718.789062
Iteration 261Q: 50 clusters Score -8.59915e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31194 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22430 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43036 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19702 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 58097 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44605 members 
Mstep: Class 28 contains 79511 members 
Mstep: Class 29 contains 31867 members 
Mstep: Class 30 contains 39292 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29290 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63504 members 
Mstep: Class 41 contains 51961 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 56081 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991784.000000 Penalty: 106718.789062
Iteration 262Q: 50 clusters Score -8.599178e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31164 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22431 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42876 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19697 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 58480 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18679 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44544 members 
Mstep: Class 28 contains 78964 members 
Mstep: Class 29 contains 31806 members 
Mstep: Class 30 contains 40192 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29266 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63477 members 
Mstep: Class 41 contains 51828 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55820 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992064.000000 Penalty: 106718.789062
Iteration 263Q: 50 clusters Score -8.599206e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31121 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42719 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19672 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 58834 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18688 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44499 members 
Mstep: Class 28 contains 78413 members 
Mstep: Class 29 contains 31725 members 
Mstep: Class 30 contains 41107 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29245 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63458 members 
Mstep: Class 41 contains 51755 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55554 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992280.000000 Penalty: 106718.789062
Iteration 264Q: 50 clusters Score -8.599228e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31087 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22428 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 8844 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19653 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 59182 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11752 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18693 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44464 members 
Mstep: Class 28 contains 77878 members 
Mstep: Class 29 contains 31586 members 
Mstep: Class 30 contains 42014 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29212 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63455 members 
Mstep: Class 41 contains 51719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 55266 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992424.000000 Penalty: 106718.789062
Iteration 265Q: 50 clusters Score -8.599242e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22426 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19644 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 59477 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44424 members 
Mstep: Class 28 contains 77328 members 
Mstep: Class 29 contains 31427 members 
Mstep: Class 30 contains 42954 members 
Mstep: Class 31 contains 9248 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29191 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63451 members 
Mstep: Class 41 contains 51724 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54968 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992592.000000 Penalty: 106718.789062
Iteration 266Q: 50 clusters Score -8.599259e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31040 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22439 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42301 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19636 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 59753 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 18680 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44385 members 
Mstep: Class 28 contains 76809 members 
Mstep: Class 29 contains 31266 members 
Mstep: Class 30 contains 43910 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63439 members 
Mstep: Class 41 contains 51698 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54609 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993000.000000 Penalty: 106718.789062
Iteration 267Q: 50 clusters Score -8.5993e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31035 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22445 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42183 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19625 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 60037 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 18671 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44346 members 
Mstep: Class 28 contains 76292 members 
Mstep: Class 29 contains 31069 members 
Mstep: Class 30 contains 44901 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29175 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63443 members 
Mstep: Class 41 contains 51663 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 54244 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85993680.000000 Penalty: 106718.789062
Iteration 268Q: 50 clusters Score -8.599368e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31027 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22439 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42090 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19612 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 60303 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18675 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44293 members 
Mstep: Class 28 contains 75835 members 
Mstep: Class 29 contains 30836 members 
Mstep: Class 30 contains 45867 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63439 members 
Mstep: Class 41 contains 51675 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 53855 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994232.000000 Penalty: 106718.789062
Iteration 269Q: 50 clusters Score -8.599423e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31036 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 22425 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42009 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19571 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 60579 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18670 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44227 members 
Mstep: Class 28 contains 75379 members 
Mstep: Class 29 contains 30566 members 
Mstep: Class 30 contains 46845 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2285 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63424 members 
Mstep: Class 41 contains 51757 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 53451 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994392.000000 Penalty: 106718.789062
Iteration 270Q: 50 clusters Score -8.599439e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31035 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22425 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41933 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19551 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 60859 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18665 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44170 members 
Mstep: Class 28 contains 74992 members 
Mstep: Class 29 contains 30245 members 
Mstep: Class 30 contains 47767 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2288 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29171 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63406 members 
Mstep: Class 41 contains 51908 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 52992 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994600.000000 Penalty: 106718.789062
Iteration 271Q: 50 clusters Score -8.59946e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31033 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22418 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41845 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19519 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 61145 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44125 members 
Mstep: Class 28 contains 74575 members 
Mstep: Class 29 contains 29896 members 
Mstep: Class 30 contains 48728 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63395 members 
Mstep: Class 41 contains 52092 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 52511 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994768.000000 Penalty: 106718.789062
Iteration 272Q: 50 clusters Score -8.599477e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22420 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 8904 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19519 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 61456 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18657 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44109 members 
Mstep: Class 28 contains 74142 members 
Mstep: Class 29 contains 29499 members 
Mstep: Class 30 contains 49670 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29178 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63399 members 
Mstep: Class 41 contains 52333 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 51990 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994960.000000 Penalty: 106718.789062
Iteration 273Q: 50 clusters Score -8.599496e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31024 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22418 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41682 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19488 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 61773 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44078 members 
Mstep: Class 28 contains 73691 members 
Mstep: Class 29 contains 29079 members 
Mstep: Class 30 contains 50670 members 
Mstep: Class 31 contains 9247 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29173 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63401 members 
Mstep: Class 41 contains 52643 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 51391 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995144.000000 Penalty: 106718.789062
Iteration 274Q: 50 clusters Score -8.599514e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31023 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22416 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19456 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 62034 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18674 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44012 members 
Mstep: Class 28 contains 73300 members 
Mstep: Class 29 contains 28661 members 
Mstep: Class 30 contains 51656 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2292 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29172 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63389 members 
Mstep: Class 41 contains 53019 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 50753 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995552.000000 Penalty: 106718.789062
Iteration 275Q: 50 clusters Score -8.599555e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31000 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41575 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19433 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 62306 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18681 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43933 members 
Mstep: Class 28 contains 72910 members 
Mstep: Class 29 contains 28228 members 
Mstep: Class 30 contains 52646 members 
Mstep: Class 31 contains 9243 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29175 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63377 members 
Mstep: Class 41 contains 53431 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 423 members 
Mstep: Class 46 contains 50090 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995808.000000 Penalty: 106718.789062
Iteration 276Q: 50 clusters Score -8.599581e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30978 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22380 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41530 members 
Mstep: Class 10 contains 8883 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19382 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 62622 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18673 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43851 members 
Mstep: Class 28 contains 72580 members 
Mstep: Class 29 contains 27800 members 
Mstep: Class 30 contains 53638 members 
Mstep: Class 31 contains 9241 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29181 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63358 members 
Mstep: Class 41 contains 53855 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 49358 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996240.000000 Penalty: 106718.789062
Iteration 277Q: 50 clusters Score -8.599624e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30958 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22365 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41498 members 
Mstep: Class 10 contains 8881 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 62926 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11731 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18658 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43773 members 
Mstep: Class 28 contains 72229 members 
Mstep: Class 29 contains 27359 members 
Mstep: Class 30 contains 54564 members 
Mstep: Class 31 contains 9240 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63351 members 
Mstep: Class 41 contains 54373 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 48634 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996216.000000 Penalty: 106718.789062
Iteration 278Q: 50 clusters Score -8.599622e+07 nChanged 3798
Entering ConstructFrom: 
Score: -85996216.000000 Penalty: 106718.789062
Entering ConstructFrom: 
Trying to split cluster 1 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -230891.375000 Penalty: 1229.525513
	Iteration 0F: 2 clusters Score -230891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228844.406250 Penalty: 2459.051025
	Iteration 0F: 3 clusters Score -228844.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229292.593750 Penalty: 2459.051025
	Iteration 1F: 3 clusters Score -229292.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229413.625000 Penalty: 2459.051025
	Iteration 2F: 3 clusters Score -229413.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229495.468750 Penalty: 2459.051025
	Iteration 3Q: 3 clusters Score -229495.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -229557.609375 Penalty: 2459.051025
	Iteration 4Q: 3 clusters Score -229557.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -229615.265625 Penalty: 2459.051025
	Iteration 5Q: 3 clusters Score -229615.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -229663.515625 Penalty: 2459.051025
	Iteration 6Q: 3 clusters Score -229663.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -229708.953125 Penalty: 2459.051025
	Iteration 7Q: 3 clusters Score -229709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229756.140625 Penalty: 2459.051025
	Iteration 8Q: 3 clusters Score -229756.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229793.000000 Penalty: 2459.051025
	Iteration 9Q: 3 clusters Score -229793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229839.109375 Penalty: 2459.051025
	Iteration 10Q: 3 clusters Score -229839.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -229890.687500 Penalty: 2459.051025
	Iteration 11Q: 3 clusters Score -229890.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229931.187500 Penalty: 2459.051025
	Iteration 12Q: 3 clusters Score -229931.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229970.937500 Penalty: 2459.051025
	Iteration 13Q: 3 clusters Score -229970.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -230003.062500 Penalty: 2459.051025
	Iteration 14Q: 3 clusters Score -230003.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -230026.359375 Penalty: 2459.051025
	Iteration 15Q: 3 clusters Score -230026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -230039.484375 Penalty: 2459.051025
	Iteration 16Q: 3 clusters Score -230039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -230049.343750 Penalty: 2459.051025
	Iteration 17Q: 3 clusters Score -230049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -230056.312500 Penalty: 2459.051025
	Iteration 18Q: 3 clusters Score -230056.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -230060.328125 Penalty: 2459.051025
	Iteration 19Q: 3 clusters Score -230060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -230064.734375 Penalty: 2459.051025
	Iteration 20F: 3 clusters Score -230064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -230067.796875 Penalty: 2459.051025
	Iteration 21Q: 3 clusters Score -230067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -230072.875000 Penalty: 2459.051025
	Iteration 22Q: 3 clusters Score -230072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230077.718750 Penalty: 2459.051025
	Iteration 23Q: 3 clusters Score -230077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -230081.125000 Penalty: 2459.051025
	Iteration 24Q: 3 clusters Score -230081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230082.937500 Penalty: 2459.051025
	Iteration 25Q: 3 clusters Score -230082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -230083.421875 Penalty: 2459.051025
	Iteration 26Q: 3 clusters Score -230083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230083.734375 Penalty: 2459.051025
	Iteration 27Q: 3 clusters Score -230083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -230083.906250 Penalty: 2459.051025
	Iteration 28Q: 3 clusters Score -230083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230085.265625 Penalty: 2459.051025
	Iteration 29Q: 3 clusters Score -230085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -230085.812500 Penalty: 2459.051025
	Iteration 30Q: 3 clusters Score -230085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230086.093750 Penalty: 2459.051025
	Iteration 31Q: 3 clusters Score -230086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230086.093750 Penalty: 2459.051025
	Iteration 32F: 3 clusters Score -230086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Entering Unmasked Estep 
Score: -4132430.500000 Penalty: 1680.155396
	Iteration 0F: 2 clusters Score -4132430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4111596.250000 Penalty: 3360.310791
	Iteration 0F: 3 clusters Score -4111596 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4120105.250000 Penalty: 3360.310791
	Iteration 1F: 3 clusters Score -4120105 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4121075.750000 Penalty: 3360.310791
	Iteration 2F: 3 clusters Score -4121076 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4122530.750000 Penalty: 3360.310791
	Iteration 3F: 3 clusters Score -4122531 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4124585.750000 Penalty: 3360.310791
	Iteration 4F: 3 clusters Score -4124586 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4126898.500000 Penalty: 3360.310791
	Iteration 5F: 3 clusters Score -4126898 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4128737.500000 Penalty: 3360.310791
	Iteration 6F: 3 clusters Score -4128738 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4129847.000000 Penalty: 3360.310791
	Iteration 7Q: 3 clusters Score -4129847 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4130425.500000 Penalty: 3360.310791
	Iteration 8Q: 3 clusters Score -4130426 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4130711.750000 Penalty: 3360.310791
	Iteration 9Q: 3 clusters Score -4130712 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4130870.750000 Penalty: 3360.310791
	Iteration 10Q: 3 clusters Score -4130871 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4130968.500000 Penalty: 3360.310791
	Iteration 11Q: 3 clusters Score -4130968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4131021.250000 Penalty: 3360.310791
	Iteration 12Q: 3 clusters Score -4131021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4131061.750000 Penalty: 3360.310791
	Iteration 13Q: 3 clusters Score -4131062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4131091.500000 Penalty: 3360.310791
	Iteration 14Q: 3 clusters Score -4131092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4131114.500000 Penalty: 3360.310791
	Iteration 15Q: 3 clusters Score -4131114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4131133.000000 Penalty: 3360.310791
	Iteration 16Q: 3 clusters Score -4131133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4131143.250000 Penalty: 3360.310791
	Iteration 17Q: 3 clusters Score -4131143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4131150.000000 Penalty: 3360.310791
	Iteration 18Q: 3 clusters Score -4131150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4131160.500000 Penalty: 3360.310791
	Iteration 19Q: 3 clusters Score -4131160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4131160.500000 Penalty: 3360.310791
	Iteration 20F: 3 clusters Score -4131160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4131166.750000 Penalty: 3360.310791
	Iteration 21Q: 3 clusters Score -4131167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4131163.250000 Penalty: 3360.310791
	Iteration 22Q: 3 clusters Score -4131163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4131165.500000 Penalty: 3360.310791
	Iteration 23Q: 3 clusters Score -4131166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4131163.250000 Penalty: 3360.310791
	Iteration 24Q: 3 clusters Score -4131163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4131165.500000 Penalty: 3360.310791
	Iteration 25Q: 3 clusters Score -4131166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4131165.500000 Penalty: 3360.310791
	Iteration 26F: 3 clusters Score -4131166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11242.298828 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11242.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11331.879883 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11331.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11376.766602 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11376.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11412.553711 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11412.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11430.278320 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11430.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11439.104492 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11452.936523 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -11452.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11455.175781 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -11455.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11455.175781 Penalty: 1734.699951
	Iteration 8F: 3 clusters Score -11455.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -49988.886719 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -49988.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49174.167969 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -49174.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49459.824219 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -49459.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49689.292969 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -49689.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49973.902344 Penalty: 1917.466675
	Iteration 3F: 3 clusters Score -49973.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50267.117188 Penalty: 1917.466675
	Iteration 4F: 3 clusters Score -50267.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50309.031250 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -50309.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50327.089844 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -50327.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50327.089844 Penalty: 1917.466675
	Iteration 7F: 3 clusters Score -50327.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 123 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63228 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18661 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 71970 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 55368 members 
Mstep: Class 31 contains 9239 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63350 members 
Mstep: Class 40 contains 242 members 
Mstep: Class 41 contains 54916 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47899 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85995464.000000 Penalty: 108896.726562
Splitting cluster 4 changes total score from -85996216.000000 to -85995464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Entering Unmasked Estep 
Score: -2902867.250000 Penalty: 1627.500366
	Iteration 0F: 2 clusters Score -2902867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2887816.000000 Penalty: 3255.000732
	Iteration 0F: 3 clusters Score -2887816 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2893915.500000 Penalty: 3255.000732
	Iteration 1F: 3 clusters Score -2893916 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2895048.500000 Penalty: 3255.000732
	Iteration 2F: 3 clusters Score -2895048 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2896349.500000 Penalty: 3255.000732
	Iteration 3F: 3 clusters Score -2896350 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2897669.500000 Penalty: 3255.000732
	Iteration 4F: 3 clusters Score -2897670 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2898887.750000 Penalty: 3255.000732
	Iteration 5F: 3 clusters Score -2898888 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2899802.750000 Penalty: 3255.000732
	Iteration 6Q: 3 clusters Score -2899803 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2900355.750000 Penalty: 3255.000732
	Iteration 7Q: 3 clusters Score -2900356 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2900743.000000 Penalty: 3255.000732
	Iteration 8Q: 3 clusters Score -2900743 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2901036.500000 Penalty: 3255.000732
	Iteration 9Q: 3 clusters Score -2901036 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2901263.750000 Penalty: 3255.000732
	Iteration 10Q: 3 clusters Score -2901264 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2901425.000000 Penalty: 3255.000732
	Iteration 11Q: 3 clusters Score -2901425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2901545.750000 Penalty: 3255.000732
	Iteration 12Q: 3 clusters Score -2901546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2901653.500000 Penalty: 3255.000732
	Iteration 13Q: 3 clusters Score -2901654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2901726.750000 Penalty: 3255.000732
	Iteration 14Q: 3 clusters Score -2901727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2901766.000000 Penalty: 3255.000732
	Iteration 15Q: 3 clusters Score -2901766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2901788.500000 Penalty: 3255.000732
	Iteration 16Q: 3 clusters Score -2901788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2901814.500000 Penalty: 3255.000732
	Iteration 17Q: 3 clusters Score -2901814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2901833.500000 Penalty: 3255.000732
	Iteration 18Q: 3 clusters Score -2901834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2901845.250000 Penalty: 3255.000732
	Iteration 19Q: 3 clusters Score -2901845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2901861.750000 Penalty: 3255.000732
	Iteration 20F: 3 clusters Score -2901862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2901869.750000 Penalty: 3255.000732
	Iteration 21Q: 3 clusters Score -2901870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2901874.500000 Penalty: 3255.000732
	Iteration 22Q: 3 clusters Score -2901874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2901875.500000 Penalty: 3255.000732
	Iteration 23Q: 3 clusters Score -2901876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2901880.000000 Penalty: 3255.000732
	Iteration 24Q: 3 clusters Score -2901880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2901888.500000 Penalty: 3255.000732
	Iteration 25Q: 3 clusters Score -2901888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2901897.750000 Penalty: 3255.000732
	Iteration 26Q: 3 clusters Score -2901898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2901896.500000 Penalty: 3255.000732
	Iteration 27Q: 3 clusters Score -2901896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2901898.750000 Penalty: 3255.000732
	Iteration 28Q: 3 clusters Score -2901899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2901903.000000 Penalty: 3255.000732
	Iteration 29Q: 3 clusters Score -2901903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2901909.000000 Penalty: 3255.000732
	Iteration 30Q: 3 clusters Score -2901909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2901915.500000 Penalty: 3255.000732
	Iteration 31Q: 3 clusters Score -2901916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2901914.500000 Penalty: 3255.000732
	Iteration 32Q: 3 clusters Score -2901914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2901918.500000 Penalty: 3255.000732
	Iteration 33Q: 3 clusters Score -2901918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2901922.750000 Penalty: 3255.000732
	Iteration 34Q: 3 clusters Score -2901923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2901926.000000 Penalty: 3255.000732
	Iteration 35Q: 3 clusters Score -2901926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2901927.500000 Penalty: 3255.000732
	Iteration 36Q: 3 clusters Score -2901928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2901929.250000 Penalty: 3255.000732
	Iteration 37Q: 3 clusters Score -2901929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2901931.500000 Penalty: 3255.000732
	Iteration 38Q: 3 clusters Score -2901932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2901934.750000 Penalty: 3255.000732
	Iteration 39Q: 3 clusters Score -2901935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2901931.000000 Penalty: 3255.000732
	Iteration 40F: 3 clusters Score -2901931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2901931.500000 Penalty: 3255.000732
	Iteration 41Q: 3 clusters Score -2901932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2901932.250000 Penalty: 3255.000732
	Iteration 42Q: 3 clusters Score -2901932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2901932.500000 Penalty: 3255.000732
	Iteration 43Q: 3 clusters Score -2901932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2901933.000000 Penalty: 3255.000732
	Iteration 44Q: 3 clusters Score -2901933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2901929.250000 Penalty: 3255.000732
	Iteration 45Q: 3 clusters Score -2901929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2901930.000000 Penalty: 3255.000732
	Iteration 46Q: 3 clusters Score -2901930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2901929.500000 Penalty: 3255.000732
	Iteration 47Q: 3 clusters Score -2901930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2901929.500000 Penalty: 3255.000732
	Iteration 48F: 3 clusters Score -2901930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -98035.757812 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -98035.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96826.984375 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -96826.98 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97145.859375 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -97145.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97302.898438 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -97302.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97424.460938 Penalty: 2170.052246
	Iteration 3F: 3 clusters Score -97424.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97514.593750 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -97514.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97551.640625 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -97551.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97580.546875 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -97580.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -97587.695312 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -97587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -97591.070312 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -97591.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -97595.804688 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -97595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97603.757812 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -97603.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97606.921875 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -97606.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97606.921875 Penalty: 2170.052246
	Iteration 12F: 3 clusters Score -97606.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52614.671875 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52614.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51564.230469 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51564.23 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51923.890625 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -51923.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52033.160156 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52033.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52097.023438 Penalty: 2100.991211
	Iteration 3Q: 3 clusters Score -52097.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52151.089844 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -52151.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52193.289062 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -52193.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52223.835938 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -52223.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52262.707031 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -52262.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52301.343750 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -52301.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52372.980469 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -52372.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52456.855469 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -52456.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52534.718750 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -52534.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52588.539062 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -52588.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52669.804688 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -52669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52719.429688 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -52719.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52736.984375 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -52736.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52765.593750 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -52765.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52792.230469 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -52792.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52811.375000 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -52811.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52831.777344 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -52831.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52882.550781 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -52882.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53037.132812 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -53037.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53142.207031 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -53142.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53220.382812 Penalty: 2100.991211
	Iteration 23Q: 3 clusters Score -53220.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53291.289062 Penalty: 2100.991211
	Iteration 24Q: 3 clusters Score -53291.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53361.527344 Penalty: 2100.991211
	Iteration 25Q: 3 clusters Score -53361.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53414.570312 Penalty: 2100.991211
	Iteration 26Q: 3 clusters Score -53414.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53463.316406 Penalty: 2100.991211
	Iteration 27Q: 3 clusters Score -53463.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53514.402344 Penalty: 2100.991211
	Iteration 28Q: 3 clusters Score -53514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53519.207031 Penalty: 2100.991211
	Iteration 29Q: 3 clusters Score -53519.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53519.207031 Penalty: 2100.991211
	Iteration 30F: 3 clusters Score -53519.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 246 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63228 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18661 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 71970 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 55368 members 
Mstep: Class 31 contains 9239 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63350 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 54916 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47899 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85996136.000000 Penalty: 108896.726562
Splitting cluster 7 changes total score from -85996216.000000 to -85996136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59050.136719 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59050.14 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59362.589844 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59362.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59501.847656 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59501.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59617.445312 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59617.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59781.800781 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -59781.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59891.980469 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59891.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59943.199219 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59943.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59995.273438 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59995.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60019.820312 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -60019.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60029.054688 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -60029.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60042.445312 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -60042.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60042.445312 Penalty: 2079.002197
	Iteration 11F: 3 clusters Score -60042.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Entering Unmasked Estep 
Score: -5529705.000000 Penalty: 1727.751343
	Iteration 0F: 2 clusters Score -5529705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5501842.500000 Penalty: 3455.502686
	Iteration 0F: 3 clusters Score -5501842 nChanged 19379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5512725.500000 Penalty: 3455.502686
	Iteration 1F: 3 clusters Score -5512726 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5513254.500000 Penalty: 3455.502686
	Iteration 2Q: 3 clusters Score -5513254 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5513821.500000 Penalty: 3455.502686
	Iteration 3Q: 3 clusters Score -5513822 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5514469.500000 Penalty: 3455.502686
	Iteration 4Q: 3 clusters Score -5514470 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5515294.000000 Penalty: 3455.502686
	Iteration 5Q: 3 clusters Score -5515294 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5516351.500000 Penalty: 3455.502686
	Iteration 6Q: 3 clusters Score -5516352 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5517764.000000 Penalty: 3455.502686
	Iteration 7F: 3 clusters Score -5517764 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5519472.500000 Penalty: 3455.502686
	Iteration 8F: 3 clusters Score -5519472 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -5521241.500000 Penalty: 3455.502686
	Iteration 9F: 3 clusters Score -5521242 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5522477.500000 Penalty: 3455.502686
	Iteration 10F: 3 clusters Score -5522478 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5523096.000000 Penalty: 3455.502686
	Iteration 11Q: 3 clusters Score -5523096 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5523360.000000 Penalty: 3455.502686
	Iteration 12Q: 3 clusters Score -5523360 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5523494.500000 Penalty: 3455.502686
	Iteration 13Q: 3 clusters Score -5523494 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5523591.500000 Penalty: 3455.502686
	Iteration 14Q: 3 clusters Score -5523592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5523685.500000 Penalty: 3455.502686
	Iteration 15Q: 3 clusters Score -5523686 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5523788.000000 Penalty: 3455.502686
	Iteration 16Q: 3 clusters Score -5523788 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -5523927.000000 Penalty: 3455.502686
	Iteration 17Q: 3 clusters Score -5523927 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5524044.500000 Penalty: 3455.502686
	Iteration 18Q: 3 clusters Score -5524044 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5524211.000000 Penalty: 3455.502686
	Iteration 19Q: 3 clusters Score -5524211 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5524377.500000 Penalty: 3455.502686
	Iteration 20F: 3 clusters Score -5524378 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -5524548.000000 Penalty: 3455.502686
	Iteration 21Q: 3 clusters Score -5524548 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5524739.000000 Penalty: 3455.502686
	Iteration 22Q: 3 clusters Score -5524739 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5524903.500000 Penalty: 3455.502686
	Iteration 23Q: 3 clusters Score -5524904 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -5525114.000000 Penalty: 3455.502686
	Iteration 24Q: 3 clusters Score -5525114 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5525316.000000 Penalty: 3455.502686
	Iteration 25Q: 3 clusters Score -5525316 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5525529.500000 Penalty: 3455.502686
	Iteration 26Q: 3 clusters Score -5525530 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5525713.000000 Penalty: 3455.502686
	Iteration 27Q: 3 clusters Score -5525713 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5525893.000000 Penalty: 3455.502686
	Iteration 28Q: 3 clusters Score -5525893 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -5526039.000000 Penalty: 3455.502686
	Iteration 29Q: 3 clusters Score -5526039 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5526187.500000 Penalty: 3455.502686
	Iteration 30Q: 3 clusters Score -5526188 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -5526324.000000 Penalty: 3455.502686
	Iteration 31Q: 3 clusters Score -5526324 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5526443.500000 Penalty: 3455.502686
	Iteration 32Q: 3 clusters Score -5526444 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5526532.000000 Penalty: 3455.502686
	Iteration 33Q: 3 clusters Score -5526532 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5526618.000000 Penalty: 3455.502686
	Iteration 34Q: 3 clusters Score -5526618 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5526679.500000 Penalty: 3455.502686
	Iteration 35Q: 3 clusters Score -5526680 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -5526755.000000 Penalty: 3455.502686
	Iteration 36Q: 3 clusters Score -5526755 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -5526815.000000 Penalty: 3455.502686
	Iteration 37Q: 3 clusters Score -5526815 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5526906.500000 Penalty: 3455.502686
	Iteration 38Q: 3 clusters Score -5526906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5527002.000000 Penalty: 3455.502686
	Iteration 39Q: 3 clusters Score -5527002 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5527069.000000 Penalty: 3455.502686
	Iteration 40F: 3 clusters Score -5527069 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5527127.500000 Penalty: 3455.502686
	Iteration 41Q: 3 clusters Score -5527128 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5527182.000000 Penalty: 3455.502686
	Iteration 42Q: 3 clusters Score -5527182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5527240.500000 Penalty: 3455.502686
	Iteration 43Q: 3 clusters Score -5527240 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5527312.000000 Penalty: 3455.502686
	Iteration 44Q: 3 clusters Score -5527312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5527380.000000 Penalty: 3455.502686
	Iteration 45Q: 3 clusters Score -5527380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -5527484.500000 Penalty: 3455.502686
	Iteration 46Q: 3 clusters Score -5527484 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5527575.000000 Penalty: 3455.502686
	Iteration 47Q: 3 clusters Score -5527575 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5527655.500000 Penalty: 3455.502686
	Iteration 48Q: 3 clusters Score -5527656 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5527731.500000 Penalty: 3455.502686
	Iteration 49Q: 3 clusters Score -5527732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5527797.500000 Penalty: 3455.502686
	Iteration 50Q: 3 clusters Score -5527798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5527828.000000 Penalty: 3455.502686
	Iteration 51Q: 3 clusters Score -5527828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5527856.500000 Penalty: 3455.502686
	Iteration 52Q: 3 clusters Score -5527856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -5527883.000000 Penalty: 3455.502686
	Iteration 53Q: 3 clusters Score -5527883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5527916.000000 Penalty: 3455.502686
	Iteration 54Q: 3 clusters Score -5527916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5527945.500000 Penalty: 3455.502686
	Iteration 55Q: 3 clusters Score -5527946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5527959.000000 Penalty: 3455.502686
	Iteration 56Q: 3 clusters Score -5527959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5527964.000000 Penalty: 3455.502686
	Iteration 57Q: 3 clusters Score -5527964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5527973.500000 Penalty: 3455.502686
	Iteration 58Q: 3 clusters Score -5527974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -5527993.000000 Penalty: 3455.502686
	Iteration 59Q: 3 clusters Score -5527993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5528010.000000 Penalty: 3455.502686
	Iteration 60F: 3 clusters Score -5528010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5528008.500000 Penalty: 3455.502686
	Iteration 61Q: 3 clusters Score -5528008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5528026.000000 Penalty: 3455.502686
	Iteration 62Q: 3 clusters Score -5528026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5528043.500000 Penalty: 3455.502686
	Iteration 63Q: 3 clusters Score -5528044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5528056.500000 Penalty: 3455.502686
	Iteration 64Q: 3 clusters Score -5528056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5528074.500000 Penalty: 3455.502686
	Iteration 65Q: 3 clusters Score -5528074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5528097.500000 Penalty: 3455.502686
	Iteration 66Q: 3 clusters Score -5528098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5528112.000000 Penalty: 3455.502686
	Iteration 67Q: 3 clusters Score -5528112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5528132.000000 Penalty: 3455.502686
	Iteration 68Q: 3 clusters Score -5528132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5528133.000000 Penalty: 3455.502686
	Iteration 69Q: 3 clusters Score -5528133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5528144.000000 Penalty: 3455.502686
	Iteration 70Q: 3 clusters Score -5528144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5528151.000000 Penalty: 3455.502686
	Iteration 71Q: 3 clusters Score -5528151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -5528155.000000 Penalty: 3455.502686
	Iteration 72Q: 3 clusters Score -5528155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5528162.000000 Penalty: 3455.502686
	Iteration 73Q: 3 clusters Score -5528162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5528172.500000 Penalty: 3455.502686
	Iteration 74Q: 3 clusters Score -5528172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5528175.500000 Penalty: 3455.502686
	Iteration 75Q: 3 clusters Score -5528176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5528179.500000 Penalty: 3455.502686
	Iteration 76Q: 3 clusters Score -5528180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5528180.500000 Penalty: 3455.502686
	Iteration 77Q: 3 clusters Score -5528180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5528184.000000 Penalty: 3455.502686
	Iteration 78Q: 3 clusters Score -5528184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5528191.000000 Penalty: 3455.502686
	Iteration 79Q: 3 clusters Score -5528191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5528190.000000 Penalty: 3455.502686
	Iteration 80F: 3 clusters Score -5528190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5528189.000000 Penalty: 3455.502686
	Iteration 81Q: 3 clusters Score -5528189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5528184.500000 Penalty: 3455.502686
	Iteration 82Q: 3 clusters Score -5528184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5528184.000000 Penalty: 3455.502686
	Iteration 83Q: 3 clusters Score -5528184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5528184.000000 Penalty: 3455.502686
	Iteration 84F: 3 clusters Score -5528184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1183926.625000 Penalty: 1477.286499
	Iteration 0F: 2 clusters Score -1183927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1177553.625000 Penalty: 2954.572998
	Iteration 0F: 3 clusters Score -1177554 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1179606.375000 Penalty: 2954.572998
	Iteration 1F: 3 clusters Score -1179606 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1179915.125000 Penalty: 2954.572998
	Iteration 2F: 3 clusters Score -1179915 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1180161.500000 Penalty: 2954.572998
	Iteration 3F: 3 clusters Score -1180162 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1180369.250000 Penalty: 2954.572998
	Iteration 4Q: 3 clusters Score -1180369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1180538.125000 Penalty: 2954.572998
	Iteration 5Q: 3 clusters Score -1180538 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1180713.625000 Penalty: 2954.572998
	Iteration 6Q: 3 clusters Score -1180714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1180923.875000 Penalty: 2954.572998
	Iteration 7Q: 3 clusters Score -1180924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1181180.000000 Penalty: 2954.572998
	Iteration 8Q: 3 clusters Score -1181180 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1181511.875000 Penalty: 2954.572998
	Iteration 9F: 3 clusters Score -1181512 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1181881.125000 Penalty: 2954.572998
	Iteration 10F: 3 clusters Score -1181881 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1182156.125000 Penalty: 2954.572998
	Iteration 11Q: 3 clusters Score -1182156 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1182304.000000 Penalty: 2954.572998
	Iteration 12Q: 3 clusters Score -1182304 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1182389.000000 Penalty: 2954.572998
	Iteration 13Q: 3 clusters Score -1182389 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1182445.875000 Penalty: 2954.572998
	Iteration 14Q: 3 clusters Score -1182446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1182477.250000 Penalty: 2954.572998
	Iteration 15Q: 3 clusters Score -1182477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1182502.375000 Penalty: 2954.572998
	Iteration 16Q: 3 clusters Score -1182502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1182520.875000 Penalty: 2954.572998
	Iteration 17Q: 3 clusters Score -1182521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1182535.625000 Penalty: 2954.572998
	Iteration 18Q: 3 clusters Score -1182536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1182548.125000 Penalty: 2954.572998
	Iteration 19Q: 3 clusters Score -1182548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1182551.375000 Penalty: 2954.572998
	Iteration 20F: 3 clusters Score -1182551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1182554.500000 Penalty: 2954.572998
	Iteration 21Q: 3 clusters Score -1182554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1182559.875000 Penalty: 2954.572998
	Iteration 22Q: 3 clusters Score -1182560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1182562.750000 Penalty: 2954.572998
	Iteration 23Q: 3 clusters Score -1182563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1182565.125000 Penalty: 2954.572998
	Iteration 24Q: 3 clusters Score -1182565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1182567.000000 Penalty: 2954.572998
	Iteration 25Q: 3 clusters Score -1182567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1182571.000000 Penalty: 2954.572998
	Iteration 26Q: 3 clusters Score -1182571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1182568.625000 Penalty: 2954.572998
	Iteration 27Q: 3 clusters Score -1182569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1182569.250000 Penalty: 2954.572998
	Iteration 28Q: 3 clusters Score -1182569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1182569.875000 Penalty: 2954.572998
	Iteration 29Q: 3 clusters Score -1182570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1182569.125000 Penalty: 2954.572998
	Iteration 30Q: 3 clusters Score -1182569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1182570.625000 Penalty: 2954.572998
	Iteration 31Q: 3 clusters Score -1182571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1182571.625000 Penalty: 2954.572998
	Iteration 32Q: 3 clusters Score -1182572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1182570.500000 Penalty: 2954.572998
	Iteration 33Q: 3 clusters Score -1182570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1182571.375000 Penalty: 2954.572998
	Iteration 34Q: 3 clusters Score -1182571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1182571.875000 Penalty: 2954.572998
	Iteration 35Q: 3 clusters Score -1182572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1182573.000000 Penalty: 2954.572998
	Iteration 36Q: 3 clusters Score -1182573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1182575.250000 Penalty: 2954.572998
	Iteration 37Q: 3 clusters Score -1182575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1182575.875000 Penalty: 2954.572998
	Iteration 38Q: 3 clusters Score -1182576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1182574.750000 Penalty: 2954.572998
	Iteration 39Q: 3 clusters Score -1182575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1182574.250000 Penalty: 2954.572998
	Iteration 40F: 3 clusters Score -1182574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1182573.375000 Penalty: 2954.572998
	Iteration 41Q: 3 clusters Score -1182573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1182575.500000 Penalty: 2954.572998
	Iteration 42Q: 3 clusters Score -1182576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1182576.125000 Penalty: 2954.572998
	Iteration 43Q: 3 clusters Score -1182576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1182576.500000 Penalty: 2954.572998
	Iteration 44Q: 3 clusters Score -1182576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1182577.750000 Penalty: 2954.572998
	Iteration 45Q: 3 clusters Score -1182578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1182578.250000 Penalty: 2954.572998
	Iteration 46Q: 3 clusters Score -1182578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1182577.625000 Penalty: 2954.572998
	Iteration 47Q: 3 clusters Score -1182578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1182577.125000 Penalty: 2954.572998
	Iteration 48Q: 3 clusters Score -1182577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1182577.125000 Penalty: 2954.572998
	Iteration 49F: 3 clusters Score -1182577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -257309.656250 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -257309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255226.781250 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -255226.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -255650.078125 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -255650.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -255734.937500 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -255734.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -255783.515625 Penalty: 2460.729004
	Iteration 3Q: 3 clusters Score -255783.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -255821.671875 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -255821.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -255854.687500 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -255854.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -255881.000000 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -255881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255911.187500 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -255911.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -255933.140625 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -255933.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -255957.328125 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -255957.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -255975.046875 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -255975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -255992.296875 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -255992.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -256003.953125 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -256004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -256015.343750 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -256015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -256025.140625 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -256025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -256030.765625 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -256030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -256042.437500 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -256042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -256054.843750 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -256054.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -256075.000000 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -256075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -256092.328125 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -256092.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -256107.593750 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -256107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -256120.437500 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -256120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -256131.062500 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -256131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -256138.171875 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -256138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -256147.718750 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -256147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -256156.468750 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -256156.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -256161.000000 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -256161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -256169.218750 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -256169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -256178.437500 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -256178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -256185.718750 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -256185.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -256191.046875 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -256191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256195.281250 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -256195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -256201.093750 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -256201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -256204.031250 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -256204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -256204.781250 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -256204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -256205.843750 Penalty: 2460.729004
	Iteration 35Q: 3 clusters Score -256205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -256206.953125 Penalty: 2460.729004
	Iteration 36Q: 3 clusters Score -256207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -256208.281250 Penalty: 2460.729004
	Iteration 37Q: 3 clusters Score -256208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -256209.078125 Penalty: 2460.729004
	Iteration 38Q: 3 clusters Score -256209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -256210.843750 Penalty: 2460.729004
	Iteration 39Q: 3 clusters Score -256210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -256211.312500 Penalty: 2460.729004
	Iteration 40F: 3 clusters Score -256211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -256212.687500 Penalty: 2460.729004
	Iteration 41Q: 3 clusters Score -256212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -256213.453125 Penalty: 2460.729004
	Iteration 42Q: 3 clusters Score -256213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -256213.453125 Penalty: 2460.729004
	Iteration 43F: 3 clusters Score -256213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Entering Unmasked Estep 
Score: -2408234.250000 Penalty: 1603.190186
	Iteration 0F: 2 clusters Score -2408234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2395027.000000 Penalty: 3206.380371
	Iteration 0F: 3 clusters Score -2395027 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2400107.250000 Penalty: 3206.380371
	Iteration 1F: 3 clusters Score -2400107 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2400781.000000 Penalty: 3206.380371
	Iteration 2F: 3 clusters Score -2400781 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2401632.750000 Penalty: 3206.380371
	Iteration 3F: 3 clusters Score -2401633 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2402575.000000 Penalty: 3206.380371
	Iteration 4F: 3 clusters Score -2402575 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2403490.000000 Penalty: 3206.380371
	Iteration 5F: 3 clusters Score -2403490 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2404387.000000 Penalty: 3206.380371
	Iteration 6F: 3 clusters Score -2404387 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2405136.000000 Penalty: 3206.380371
	Iteration 7F: 3 clusters Score -2405136 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2405742.000000 Penalty: 3206.380371
	Iteration 8Q: 3 clusters Score -2405742 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2406192.250000 Penalty: 3206.380371
	Iteration 9Q: 3 clusters Score -2406192 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2406519.750000 Penalty: 3206.380371
	Iteration 10Q: 3 clusters Score -2406520 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2406780.250000 Penalty: 3206.380371
	Iteration 11Q: 3 clusters Score -2406780 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2406961.750000 Penalty: 3206.380371
	Iteration 12Q: 3 clusters Score -2406962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2407115.750000 Penalty: 3206.380371
	Iteration 13Q: 3 clusters Score -2407116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2407196.000000 Penalty: 3206.380371
	Iteration 14Q: 3 clusters Score -2407196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2407274.500000 Penalty: 3206.380371
	Iteration 15Q: 3 clusters Score -2407274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2407319.000000 Penalty: 3206.380371
	Iteration 16Q: 3 clusters Score -2407319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2407365.500000 Penalty: 3206.380371
	Iteration 17Q: 3 clusters Score -2407366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2407385.500000 Penalty: 3206.380371
	Iteration 18Q: 3 clusters Score -2407386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2407420.250000 Penalty: 3206.380371
	Iteration 19Q: 3 clusters Score -2407420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2407449.750000 Penalty: 3206.380371
	Iteration 20F: 3 clusters Score -2407450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2407469.750000 Penalty: 3206.380371
	Iteration 21Q: 3 clusters Score -2407470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2407486.500000 Penalty: 3206.380371
	Iteration 22Q: 3 clusters Score -2407486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2407493.750000 Penalty: 3206.380371
	Iteration 23Q: 3 clusters Score -2407494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2407504.250000 Penalty: 3206.380371
	Iteration 24Q: 3 clusters Score -2407504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2407523.000000 Penalty: 3206.380371
	Iteration 25Q: 3 clusters Score -2407523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2407543.250000 Penalty: 3206.380371
	Iteration 26Q: 3 clusters Score -2407543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2407565.500000 Penalty: 3206.380371
	Iteration 27Q: 3 clusters Score -2407566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2407577.500000 Penalty: 3206.380371
	Iteration 28Q: 3 clusters Score -2407578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2407604.500000 Penalty: 3206.380371
	Iteration 29Q: 3 clusters Score -2407604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2407624.250000 Penalty: 3206.380371
	Iteration 30Q: 3 clusters Score -2407624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2407647.500000 Penalty: 3206.380371
	Iteration 31Q: 3 clusters Score -2407648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2407680.750000 Penalty: 3206.380371
	Iteration 32Q: 3 clusters Score -2407681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2407704.750000 Penalty: 3206.380371
	Iteration 33Q: 3 clusters Score -2407705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2407751.250000 Penalty: 3206.380371
	Iteration 34Q: 3 clusters Score -2407751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2407782.500000 Penalty: 3206.380371
	Iteration 35Q: 3 clusters Score -2407782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2407815.500000 Penalty: 3206.380371
	Iteration 36Q: 3 clusters Score -2407816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2407839.250000 Penalty: 3206.380371
	Iteration 37Q: 3 clusters Score -2407839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2407857.500000 Penalty: 3206.380371
	Iteration 38Q: 3 clusters Score -2407858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2407870.000000 Penalty: 3206.380371
	Iteration 39Q: 3 clusters Score -2407870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2407876.500000 Penalty: 3206.380371
	Iteration 40F: 3 clusters Score -2407876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2407884.750000 Penalty: 3206.380371
	Iteration 41Q: 3 clusters Score -2407885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2407889.250000 Penalty: 3206.380371
	Iteration 42Q: 3 clusters Score -2407889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2407898.000000 Penalty: 3206.380371
	Iteration 43Q: 3 clusters Score -2407898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2407900.750000 Penalty: 3206.380371
	Iteration 44Q: 3 clusters Score -2407901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2407898.250000 Penalty: 3206.380371
	Iteration 45Q: 3 clusters Score -2407898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2407897.000000 Penalty: 3206.380371
	Iteration 46Q: 3 clusters Score -2407897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2407896.250000 Penalty: 3206.380371
	Iteration 47Q: 3 clusters Score -2407896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2407896.250000 Penalty: 3206.380371
	Iteration 48Q: 3 clusters Score -2407896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2407893.750000 Penalty: 3206.380371
	Iteration 49Q: 3 clusters Score -2407894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2407893.750000 Penalty: 3206.380371
	Iteration 50F: 3 clusters Score -2407894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13298.005859 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -13298.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12670.305664 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -12670.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12907.461914 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -12907.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13057.559570 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -13057.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13098.776367 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -13098.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13102.965820 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -13102.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13112.668945 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -13112.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13112.668945 Penalty: 1821.885620
	Iteration 6F: 3 clusters Score -13112.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -116371.289062 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -116371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114958.039062 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -114958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115308.031250 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -115308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115474.835938 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -115474.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115623.031250 Penalty: 2239.117188
	Iteration 3F: 3 clusters Score -115623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115707.312500 Penalty: 2239.117188
	Iteration 4F: 3 clusters Score -115707.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115754.125000 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -115754.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -115780.796875 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -115780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -115812.992188 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -115813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115853.546875 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -115853.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115879.523438 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -115879.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115902.484375 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -115902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115917.476562 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -115917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115926.179688 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -115926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -115939.070312 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -115939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115951.601562 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -115951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115961.070312 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -115961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115978.726562 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -115978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115982.140625 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -115982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115983.890625 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -115983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115985.398438 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -115985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115985.953125 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -115986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115986.906250 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -115986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115986.906250 Penalty: 2239.117188
	Iteration 22F: 3 clusters Score -115986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Entering Unmasked Estep 
Score: -8441961.000000 Penalty: 1796.356689
	Iteration 0F: 2 clusters Score -8441961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8400286.000000 Penalty: 3592.713379
	Iteration 0F: 3 clusters Score -8400286 nChanged 29961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -8417398.000000 Penalty: 3592.713379
	Iteration 1F: 3 clusters Score -8417398 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -8418246.000000 Penalty: 3592.713379
	Iteration 2Q: 3 clusters Score -8418246 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8419404.000000 Penalty: 3592.713379
	Iteration 3Q: 3 clusters Score -8419404 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8420977.000000 Penalty: 3592.713379
	Iteration 4F: 3 clusters Score -8420977 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8423022.000000 Penalty: 3592.713379
	Iteration 5F: 3 clusters Score -8423022 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8425694.000000 Penalty: 3592.713379
	Iteration 6F: 3 clusters Score -8425694 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -8429118.000000 Penalty: 3592.713379
	Iteration 7F: 3 clusters Score -8429118 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -8432603.000000 Penalty: 3592.713379
	Iteration 8F: 3 clusters Score -8432603 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -8435518.000000 Penalty: 3592.713379
	Iteration 9F: 3 clusters Score -8435518 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -8437859.000000 Penalty: 3592.713379
	Iteration 10Q: 3 clusters Score -8437859 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -8439246.000000 Penalty: 3592.713379
	Iteration 11Q: 3 clusters Score -8439246 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -8439917.000000 Penalty: 3592.713379
	Iteration 12Q: 3 clusters Score -8439917 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -8440167.000000 Penalty: 3592.713379
	Iteration 13Q: 3 clusters Score -8440167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -8440266.000000 Penalty: 3592.713379
	Iteration 14Q: 3 clusters Score -8440266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -8440320.000000 Penalty: 3592.713379
	Iteration 15Q: 3 clusters Score -8440320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -8440347.000000 Penalty: 3592.713379
	Iteration 16Q: 3 clusters Score -8440347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -8440360.000000 Penalty: 3592.713379
	Iteration 17Q: 3 clusters Score -8440360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -8440375.000000 Penalty: 3592.713379
	Iteration 18Q: 3 clusters Score -8440375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -8440379.000000 Penalty: 3592.713379
	Iteration 19Q: 3 clusters Score -8440379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -8440379.000000 Penalty: 3592.713379
	Iteration 20F: 3 clusters Score -8440379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -8440373.000000 Penalty: 3592.713379
	Iteration 21Q: 3 clusters Score -8440373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -8440377.000000 Penalty: 3592.713379
	Iteration 22Q: 3 clusters Score -8440377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8440382.000000 Penalty: 3592.713379
	Iteration 23Q: 3 clusters Score -8440382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -8440383.000000 Penalty: 3592.713379
	Iteration 24Q: 3 clusters Score -8440383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -8440383.000000 Penalty: 3592.713379
	Iteration 25F: 3 clusters Score -8440383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66160.070312 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66160.07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66588.296875 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66588.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66929.570312 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66929.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67126.359375 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -67126.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67166.101562 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -67166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67191.296875 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -67191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67203.921875 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67203.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67218.789062 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67218.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67224.796875 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -67224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67226.085938 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -67226.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67230.523438 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -67230.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67231.226562 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -67231.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67231.226562 Penalty: 2085.437988
	Iteration 12F: 3 clusters Score -67231.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63228 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18661 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 71970 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 55368 members 
Mstep: Class 31 contains 9239 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63350 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 54916 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47899 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85995208.000000 Penalty: 108896.726562
Splitting cluster 16 changes total score from -85996216.000000 to -85995208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -262016.578125 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -262016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259890.015625 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -259890 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260406.234375 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -260406.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -260583.796875 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -260583.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -260695.093750 Penalty: 2484.287598
	Iteration 3F: 3 clusters Score -260695.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260771.281250 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -260771.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -260834.375000 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -260834.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -260893.171875 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -260893.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -260960.875000 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -260960.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261009.875000 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -261009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261036.078125 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -261036.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -261055.296875 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -261055.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -261072.781250 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -261072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261087.000000 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -261087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -261114.812500 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -261114.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -261146.937500 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -261146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -261182.343750 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -261182.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -261235.343750 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -261235.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -261291.312500 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -261291.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -261347.906250 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -261347.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -261412.562500 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -261412.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -261474.234375 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -261474.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -261520.234375 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -261520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -261539.218750 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -261539.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -261555.921875 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -261555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -261562.015625 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -261562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -261566.625000 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -261566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -261571.640625 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -261571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -261574.968750 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -261575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -261579.593750 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -261579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -261583.218750 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -261583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261586.312500 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -261586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -261589.125000 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -261589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261590.828125 Penalty: 2484.287598
	Iteration 32Q: 3 clusters Score -261590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -261590.812500 Penalty: 2484.287598
	Iteration 33Q: 3 clusters Score -261590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261593.281250 Penalty: 2484.287598
	Iteration 34Q: 3 clusters Score -261593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -261599.578125 Penalty: 2484.287598
	Iteration 35Q: 3 clusters Score -261599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -261610.234375 Penalty: 2484.287598
	Iteration 36Q: 3 clusters Score -261610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -261626.531250 Penalty: 2484.287598
	Iteration 37Q: 3 clusters Score -261626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -261631.671875 Penalty: 2484.287598
	Iteration 38Q: 3 clusters Score -261631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -261634.453125 Penalty: 2484.287598
	Iteration 39Q: 3 clusters Score -261634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -261638.046875 Penalty: 2484.287598
	Iteration 40F: 3 clusters Score -261638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261639.859375 Penalty: 2484.287598
	Iteration 41Q: 3 clusters Score -261639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261639.859375 Penalty: 2484.287598
	Iteration 42F: 3 clusters Score -261639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1505026.625000 Penalty: 1522.540161
	Iteration 0F: 2 clusters Score -1505027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1496726.000000 Penalty: 3045.080322
	Iteration 0F: 3 clusters Score -1496726 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1499537.375000 Penalty: 3045.080322
	Iteration 1F: 3 clusters Score -1499537 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1499859.625000 Penalty: 3045.080322
	Iteration 2F: 3 clusters Score -1499860 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1500212.875000 Penalty: 3045.080322
	Iteration 3F: 3 clusters Score -1500213 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1500638.125000 Penalty: 3045.080322
	Iteration 4F: 3 clusters Score -1500638 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1501105.250000 Penalty: 3045.080322
	Iteration 5F: 3 clusters Score -1501105 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1501608.750000 Penalty: 3045.080322
	Iteration 6F: 3 clusters Score -1501609 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1502189.375000 Penalty: 3045.080322
	Iteration 7F: 3 clusters Score -1502189 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1502750.000000 Penalty: 3045.080322
	Iteration 8F: 3 clusters Score -1502750 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1503186.250000 Penalty: 3045.080322
	Iteration 9F: 3 clusters Score -1503186 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1503496.000000 Penalty: 3045.080322
	Iteration 10Q: 3 clusters Score -1503496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1503729.375000 Penalty: 3045.080322
	Iteration 11Q: 3 clusters Score -1503729 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1503901.625000 Penalty: 3045.080322
	Iteration 12Q: 3 clusters Score -1503902 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1504049.125000 Penalty: 3045.080322
	Iteration 13Q: 3 clusters Score -1504049 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1504164.500000 Penalty: 3045.080322
	Iteration 14Q: 3 clusters Score -1504164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1504268.250000 Penalty: 3045.080322
	Iteration 15Q: 3 clusters Score -1504268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1504350.125000 Penalty: 3045.080322
	Iteration 16Q: 3 clusters Score -1504350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1504420.375000 Penalty: 3045.080322
	Iteration 17Q: 3 clusters Score -1504420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1504480.750000 Penalty: 3045.080322
	Iteration 18Q: 3 clusters Score -1504481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1504521.375000 Penalty: 3045.080322
	Iteration 19Q: 3 clusters Score -1504521 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1504560.250000 Penalty: 3045.080322
	Iteration 20F: 3 clusters Score -1504560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1504591.000000 Penalty: 3045.080322
	Iteration 21Q: 3 clusters Score -1504591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1504619.625000 Penalty: 3045.080322
	Iteration 22Q: 3 clusters Score -1504620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1504639.875000 Penalty: 3045.080322
	Iteration 23Q: 3 clusters Score -1504640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1504654.750000 Penalty: 3045.080322
	Iteration 24Q: 3 clusters Score -1504655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1504658.250000 Penalty: 3045.080322
	Iteration 25Q: 3 clusters Score -1504658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1504662.625000 Penalty: 3045.080322
	Iteration 26Q: 3 clusters Score -1504663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1504665.625000 Penalty: 3045.080322
	Iteration 27Q: 3 clusters Score -1504666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1504666.250000 Penalty: 3045.080322
	Iteration 28Q: 3 clusters Score -1504666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1504672.000000 Penalty: 3045.080322
	Iteration 29Q: 3 clusters Score -1504672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1504672.000000 Penalty: 3045.080322
	Iteration 30Q: 3 clusters Score -1504672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1504673.125000 Penalty: 3045.080322
	Iteration 31Q: 3 clusters Score -1504673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1504675.250000 Penalty: 3045.080322
	Iteration 32Q: 3 clusters Score -1504675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1504670.125000 Penalty: 3045.080322
	Iteration 33Q: 3 clusters Score -1504670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1504671.375000 Penalty: 3045.080322
	Iteration 34Q: 3 clusters Score -1504671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1504674.750000 Penalty: 3045.080322
	Iteration 35Q: 3 clusters Score -1504675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1504679.125000 Penalty: 3045.080322
	Iteration 36Q: 3 clusters Score -1504679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1504679.500000 Penalty: 3045.080322
	Iteration 37Q: 3 clusters Score -1504680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1504680.500000 Penalty: 3045.080322
	Iteration 38Q: 3 clusters Score -1504680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1504680.000000 Penalty: 3045.080322
	Iteration 39Q: 3 clusters Score -1504680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1504678.750000 Penalty: 3045.080322
	Iteration 40F: 3 clusters Score -1504679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1504680.250000 Penalty: 3045.080322
	Iteration 41Q: 3 clusters Score -1504680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1504679.000000 Penalty: 3045.080322
	Iteration 42Q: 3 clusters Score -1504679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1504681.625000 Penalty: 3045.080322
	Iteration 43Q: 3 clusters Score -1504682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1504681.750000 Penalty: 3045.080322
	Iteration 44Q: 3 clusters Score -1504682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1504683.000000 Penalty: 3045.080322
	Iteration 45Q: 3 clusters Score -1504683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1504682.625000 Penalty: 3045.080322
	Iteration 46Q: 3 clusters Score -1504683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1504681.875000 Penalty: 3045.080322
	Iteration 47Q: 3 clusters Score -1504682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1504681.000000 Penalty: 3045.080322
	Iteration 48Q: 3 clusters Score -1504681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1504682.500000 Penalty: 3045.080322
	Iteration 49Q: 3 clusters Score -1504682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1504685.000000 Penalty: 3045.080322
	Iteration 50Q: 3 clusters Score -1504685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1504683.750000 Penalty: 3045.080322
	Iteration 51Q: 3 clusters Score -1504684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1504683.500000 Penalty: 3045.080322
	Iteration 52Q: 3 clusters Score -1504684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1504683.250000 Penalty: 3045.080322
	Iteration 53Q: 3 clusters Score -1504683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1504680.625000 Penalty: 3045.080322
	Iteration 54Q: 3 clusters Score -1504681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1504681.375000 Penalty: 3045.080322
	Iteration 55Q: 3 clusters Score -1504681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1504681.875000 Penalty: 3045.080322
	Iteration 56Q: 3 clusters Score -1504682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1504683.375000 Penalty: 3045.080322
	Iteration 57Q: 3 clusters Score -1504683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1504683.625000 Penalty: 3045.080322
	Iteration 58Q: 3 clusters Score -1504684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1504680.625000 Penalty: 3045.080322
	Iteration 59Q: 3 clusters Score -1504681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1504686.875000 Penalty: 3045.080322
	Iteration 60F: 3 clusters Score -1504687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1504683.750000 Penalty: 3045.080322
	Iteration 61Q: 3 clusters Score -1504684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1504686.750000 Penalty: 3045.080322
	Iteration 62Q: 3 clusters Score -1504687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1504686.875000 Penalty: 3045.080322
	Iteration 63Q: 3 clusters Score -1504687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1504686.750000 Penalty: 3045.080322
	Iteration 64Q: 3 clusters Score -1504687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1504687.625000 Penalty: 3045.080322
	Iteration 65Q: 3 clusters Score -1504688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1504687.625000 Penalty: 3045.080322
	Iteration 66F: 3 clusters Score -1504688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12783.957031 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12783.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12977.833984 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -12977.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13072.471680 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13072.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13115.522461 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13115.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13150.368164 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13150.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13176.354492 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13176.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13189.950195 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13189.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13199.025391 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13199.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13201.404297 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13201.404297 Penalty: 1858.033936
	Iteration 9F: 3 clusters Score -13201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25084.406250 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25084.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25210.722656 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25210.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25235.496094 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -25235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25241.330078 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25241.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25245.181641 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25245.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25246.244141 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25246.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25246.244141 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -25246.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Entering Unmasked Estep 
Score: -647836.000000 Penalty: 1383.359985
	Iteration 0F: 2 clusters Score -647836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -643889.312500 Penalty: 2766.719971
	Iteration 0F: 3 clusters Score -643889.3 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -644905.875000 Penalty: 2766.719971
	Iteration 1F: 3 clusters Score -644905.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -645067.562500 Penalty: 2766.719971
	Iteration 2F: 3 clusters Score -645067.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -645185.437500 Penalty: 2766.719971
	Iteration 3F: 3 clusters Score -645185.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -645277.875000 Penalty: 2766.719971
	Iteration 4Q: 3 clusters Score -645277.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -645349.250000 Penalty: 2766.719971
	Iteration 5Q: 3 clusters Score -645349.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -645415.875000 Penalty: 2766.719971
	Iteration 6Q: 3 clusters Score -645415.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -645483.062500 Penalty: 2766.719971
	Iteration 7Q: 3 clusters Score -645483.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -645562.125000 Penalty: 2766.719971
	Iteration 8Q: 3 clusters Score -645562.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -645642.187500 Penalty: 2766.719971
	Iteration 9Q: 3 clusters Score -645642.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -645739.312500 Penalty: 2766.719971
	Iteration 10Q: 3 clusters Score -645739.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -645834.125000 Penalty: 2766.719971
	Iteration 11Q: 3 clusters Score -645834.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -645914.750000 Penalty: 2766.719971
	Iteration 12Q: 3 clusters Score -645914.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -645979.812500 Penalty: 2766.719971
	Iteration 13Q: 3 clusters Score -645979.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -646046.437500 Penalty: 2766.719971
	Iteration 14Q: 3 clusters Score -646046.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -646105.312500 Penalty: 2766.719971
	Iteration 15Q: 3 clusters Score -646105.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -646172.250000 Penalty: 2766.719971
	Iteration 16Q: 3 clusters Score -646172.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -646233.562500 Penalty: 2766.719971
	Iteration 17Q: 3 clusters Score -646233.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -646295.062500 Penalty: 2766.719971
	Iteration 18Q: 3 clusters Score -646295.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -646347.937500 Penalty: 2766.719971
	Iteration 19Q: 3 clusters Score -646347.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -646389.562500 Penalty: 2766.719971
	Iteration 20F: 3 clusters Score -646389.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -646435.562500 Penalty: 2766.719971
	Iteration 21Q: 3 clusters Score -646435.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -646468.687500 Penalty: 2766.719971
	Iteration 22Q: 3 clusters Score -646468.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -646488.312500 Penalty: 2766.719971
	Iteration 23Q: 3 clusters Score -646488.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -646511.687500 Penalty: 2766.719971
	Iteration 24Q: 3 clusters Score -646511.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -646534.000000 Penalty: 2766.719971
	Iteration 25Q: 3 clusters Score -646534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -646555.312500 Penalty: 2766.719971
	Iteration 26Q: 3 clusters Score -646555.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -646578.562500 Penalty: 2766.719971
	Iteration 27Q: 3 clusters Score -646578.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -646598.562500 Penalty: 2766.719971
	Iteration 28Q: 3 clusters Score -646598.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -646613.000000 Penalty: 2766.719971
	Iteration 29Q: 3 clusters Score -646613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -646628.562500 Penalty: 2766.719971
	Iteration 30Q: 3 clusters Score -646628.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -646635.875000 Penalty: 2766.719971
	Iteration 31Q: 3 clusters Score -646635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -646640.000000 Penalty: 2766.719971
	Iteration 32Q: 3 clusters Score -646640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -646645.187500 Penalty: 2766.719971
	Iteration 33Q: 3 clusters Score -646645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -646648.500000 Penalty: 2766.719971
	Iteration 34Q: 3 clusters Score -646648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -646652.062500 Penalty: 2766.719971
	Iteration 35Q: 3 clusters Score -646652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -646654.812500 Penalty: 2766.719971
	Iteration 36Q: 3 clusters Score -646654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -646657.375000 Penalty: 2766.719971
	Iteration 37Q: 3 clusters Score -646657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -646661.312500 Penalty: 2766.719971
	Iteration 38Q: 3 clusters Score -646661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -646662.062500 Penalty: 2766.719971
	Iteration 39Q: 3 clusters Score -646662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -646661.000000 Penalty: 2766.719971
	Iteration 40F: 3 clusters Score -646661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -646662.687500 Penalty: 2766.719971
	Iteration 41Q: 3 clusters Score -646662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -646663.000000 Penalty: 2766.719971
	Iteration 42Q: 3 clusters Score -646663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -646664.125000 Penalty: 2766.719971
	Iteration 43Q: 3 clusters Score -646664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -646664.750000 Penalty: 2766.719971
	Iteration 44Q: 3 clusters Score -646664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -646665.125000 Penalty: 2766.719971
	Iteration 45Q: 3 clusters Score -646665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -646666.562500 Penalty: 2766.719971
	Iteration 46Q: 3 clusters Score -646666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -646667.312500 Penalty: 2766.719971
	Iteration 47Q: 3 clusters Score -646667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -646667.375000 Penalty: 2766.719971
	Iteration 48Q: 3 clusters Score -646667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -646667.937500 Penalty: 2766.719971
	Iteration 49Q: 3 clusters Score -646667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -646668.750000 Penalty: 2766.719971
	Iteration 50Q: 3 clusters Score -646668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -646669.625000 Penalty: 2766.719971
	Iteration 51Q: 3 clusters Score -646669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -646673.687500 Penalty: 2766.719971
	Iteration 52Q: 3 clusters Score -646673.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -646678.187500 Penalty: 2766.719971
	Iteration 53Q: 3 clusters Score -646678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -646680.062500 Penalty: 2766.719971
	Iteration 54Q: 3 clusters Score -646680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -646681.312500 Penalty: 2766.719971
	Iteration 55Q: 3 clusters Score -646681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -646682.687500 Penalty: 2766.719971
	Iteration 56Q: 3 clusters Score -646682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -646686.562500 Penalty: 2766.719971
	Iteration 57Q: 3 clusters Score -646686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -646688.812500 Penalty: 2766.719971
	Iteration 58Q: 3 clusters Score -646688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -646690.437500 Penalty: 2766.719971
	Iteration 59Q: 3 clusters Score -646690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -646691.625000 Penalty: 2766.719971
	Iteration 60F: 3 clusters Score -646691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -646692.250000 Penalty: 2766.719971
	Iteration 61Q: 3 clusters Score -646692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -646692.250000 Penalty: 2766.719971
	Iteration 62F: 3 clusters Score -646692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Entering Unmasked Estep 
Score: -2428684.250000 Penalty: 1598.056030
	Iteration 0F: 2 clusters Score -2428684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2415896.500000 Penalty: 3196.112061
	Iteration 0F: 3 clusters Score -2415896 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2420391.250000 Penalty: 3196.112061
	Iteration 1F: 3 clusters Score -2420391 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2420656.500000 Penalty: 3196.112061
	Iteration 2Q: 3 clusters Score -2420656 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2420878.500000 Penalty: 3196.112061
	Iteration 3Q: 3 clusters Score -2420878 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2421046.500000 Penalty: 3196.112061
	Iteration 4Q: 3 clusters Score -2421046 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2421210.000000 Penalty: 3196.112061
	Iteration 5Q: 3 clusters Score -2421210 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2421431.500000 Penalty: 3196.112061
	Iteration 6Q: 3 clusters Score -2421432 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2421719.500000 Penalty: 3196.112061
	Iteration 7Q: 3 clusters Score -2421720 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2422205.000000 Penalty: 3196.112061
	Iteration 8Q: 3 clusters Score -2422205 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2422965.250000 Penalty: 3196.112061
	Iteration 9F: 3 clusters Score -2422965 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2424016.500000 Penalty: 3196.112061
	Iteration 10F: 3 clusters Score -2424016 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2425082.000000 Penalty: 3196.112061
	Iteration 11F: 3 clusters Score -2425082 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2425963.500000 Penalty: 3196.112061
	Iteration 12F: 3 clusters Score -2425964 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2426500.250000 Penalty: 3196.112061
	Iteration 13Q: 3 clusters Score -2426500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2426787.500000 Penalty: 3196.112061
	Iteration 14Q: 3 clusters Score -2426788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2426958.500000 Penalty: 3196.112061
	Iteration 15Q: 3 clusters Score -2426958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2427097.500000 Penalty: 3196.112061
	Iteration 16Q: 3 clusters Score -2427098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2427174.000000 Penalty: 3196.112061
	Iteration 17Q: 3 clusters Score -2427174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2427225.250000 Penalty: 3196.112061
	Iteration 18Q: 3 clusters Score -2427225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2427254.750000 Penalty: 3196.112061
	Iteration 19Q: 3 clusters Score -2427255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2427275.000000 Penalty: 3196.112061
	Iteration 20F: 3 clusters Score -2427275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2427297.250000 Penalty: 3196.112061
	Iteration 21Q: 3 clusters Score -2427297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2427312.250000 Penalty: 3196.112061
	Iteration 22Q: 3 clusters Score -2427312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2427316.250000 Penalty: 3196.112061
	Iteration 23Q: 3 clusters Score -2427316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2427323.500000 Penalty: 3196.112061
	Iteration 24Q: 3 clusters Score -2427324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2427331.250000 Penalty: 3196.112061
	Iteration 25Q: 3 clusters Score -2427331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2427337.250000 Penalty: 3196.112061
	Iteration 26Q: 3 clusters Score -2427337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2427338.000000 Penalty: 3196.112061
	Iteration 27Q: 3 clusters Score -2427338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2427341.250000 Penalty: 3196.112061
	Iteration 28Q: 3 clusters Score -2427341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2427339.750000 Penalty: 3196.112061
	Iteration 29Q: 3 clusters Score -2427340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2427339.750000 Penalty: 3196.112061
	Iteration 30F: 3 clusters Score -2427340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2575255.750000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575256 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2579048.500000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2579048 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2579486.500000 Penalty: 3144.053711
	Iteration 2F: 3 clusters Score -2579486 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2580017.250000 Penalty: 3144.053711
	Iteration 3F: 3 clusters Score -2580017 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2580689.500000 Penalty: 3144.053711
	Iteration 4F: 3 clusters Score -2580690 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2581382.250000 Penalty: 3144.053711
	Iteration 5F: 3 clusters Score -2581382 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2581987.750000 Penalty: 3144.053711
	Iteration 6F: 3 clusters Score -2581988 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2582445.500000 Penalty: 3144.053711
	Iteration 7F: 3 clusters Score -2582446 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2582764.250000 Penalty: 3144.053711
	Iteration 8Q: 3 clusters Score -2582764 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2582996.500000 Penalty: 3144.053711
	Iteration 9Q: 3 clusters Score -2582996 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2583156.750000 Penalty: 3144.053711
	Iteration 10Q: 3 clusters Score -2583157 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2583314.250000 Penalty: 3144.053711
	Iteration 11Q: 3 clusters Score -2583314 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2583435.750000 Penalty: 3144.053711
	Iteration 12Q: 3 clusters Score -2583436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2583533.250000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2583533 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2583581.250000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2583581 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2583635.250000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2583635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2583679.750000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2583680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2583716.500000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2583716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2583738.500000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2583738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2583755.750000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2583756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2583779.250000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2583779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2583809.750000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2583810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2583837.750000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2583838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2583862.000000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2583862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2583894.250000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2583894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2583921.750000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2583922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2583939.750000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2583940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2583975.000000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2583975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2584016.500000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2584016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2584069.000000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2584069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2584127.000000 Penalty: 3144.053711
	Iteration 30Q: 3 clusters Score -2584127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2584182.500000 Penalty: 3144.053711
	Iteration 31Q: 3 clusters Score -2584182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2584245.250000 Penalty: 3144.053711
	Iteration 32Q: 3 clusters Score -2584245 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2584296.250000 Penalty: 3144.053711
	Iteration 33Q: 3 clusters Score -2584296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2584338.500000 Penalty: 3144.053711
	Iteration 34Q: 3 clusters Score -2584338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2584371.750000 Penalty: 3144.053711
	Iteration 35Q: 3 clusters Score -2584372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2584416.000000 Penalty: 3144.053711
	Iteration 36Q: 3 clusters Score -2584416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2584465.750000 Penalty: 3144.053711
	Iteration 37Q: 3 clusters Score -2584466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2584522.250000 Penalty: 3144.053711
	Iteration 38Q: 3 clusters Score -2584522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2584563.750000 Penalty: 3144.053711
	Iteration 39Q: 3 clusters Score -2584564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2584589.000000 Penalty: 3144.053711
	Iteration 40F: 3 clusters Score -2584589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2584615.750000 Penalty: 3144.053711
	Iteration 41Q: 3 clusters Score -2584616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2584634.500000 Penalty: 3144.053711
	Iteration 42Q: 3 clusters Score -2584634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2584654.500000 Penalty: 3144.053711
	Iteration 43Q: 3 clusters Score -2584654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2584678.000000 Penalty: 3144.053711
	Iteration 44Q: 3 clusters Score -2584678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2584690.250000 Penalty: 3144.053711
	Iteration 45Q: 3 clusters Score -2584690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2584710.250000 Penalty: 3144.053711
	Iteration 46Q: 3 clusters Score -2584710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2584722.750000 Penalty: 3144.053711
	Iteration 47Q: 3 clusters Score -2584723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2584732.250000 Penalty: 3144.053711
	Iteration 48Q: 3 clusters Score -2584732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2584736.500000 Penalty: 3144.053711
	Iteration 49Q: 3 clusters Score -2584736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2584738.750000 Penalty: 3144.053711
	Iteration 50Q: 3 clusters Score -2584739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2584745.500000 Penalty: 3144.053711
	Iteration 51Q: 3 clusters Score -2584746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2584749.750000 Penalty: 3144.053711
	Iteration 52Q: 3 clusters Score -2584750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2584755.500000 Penalty: 3144.053711
	Iteration 53Q: 3 clusters Score -2584756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2584757.750000 Penalty: 3144.053711
	Iteration 54Q: 3 clusters Score -2584758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2584755.250000 Penalty: 3144.053711
	Iteration 55Q: 3 clusters Score -2584755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2584764.250000 Penalty: 3144.053711
	Iteration 56Q: 3 clusters Score -2584764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2584772.500000 Penalty: 3144.053711
	Iteration 57Q: 3 clusters Score -2584772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2584772.250000 Penalty: 3144.053711
	Iteration 58Q: 3 clusters Score -2584772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2584774.500000 Penalty: 3144.053711
	Iteration 59Q: 3 clusters Score -2584774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2584771.750000 Penalty: 3144.053711
	Iteration 60F: 3 clusters Score -2584772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2584775.250000 Penalty: 3144.053711
	Iteration 61Q: 3 clusters Score -2584775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2584773.000000 Penalty: 3144.053711
	Iteration 62Q: 3 clusters Score -2584773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2584771.250000 Penalty: 3144.053711
	Iteration 63Q: 3 clusters Score -2584771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2584775.000000 Penalty: 3144.053711
	Iteration 64Q: 3 clusters Score -2584775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2584775.000000 Penalty: 3144.053711
	Iteration 65F: 3 clusters Score -2584775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -38690.261719 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -38690.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37840.296875 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -37840.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38049.769531 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -38049.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38196.054688 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -38196.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38315.257812 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -38315.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38376.027344 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -38376.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38425.628906 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -38425.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38454.515625 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -38454.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38456.589844 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -38456.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38456.589844 Penalty: 1899.151978
	Iteration 8F: 3 clusters Score -38456.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33740.753906 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33740.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34156.175781 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -34156.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34324.171875 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34324.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34441.285156 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34441.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34574.890625 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34574.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34613.097656 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34624.031250 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34624.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34625.625000 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34625.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34625.625000 Penalty: 1973.739502
	Iteration 8F: 3 clusters Score -34625.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63228 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18661 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 71970 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 55368 members 
Mstep: Class 31 contains 9239 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63350 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 54916 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47899 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85995248.000000 Penalty: 108896.726562
Splitting cluster 25 changes total score from -85996216.000000 to -85995248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68517.609375 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68517.61 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68795.789062 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68795.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68907.195312 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68907.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68961.468750 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -68961.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69004.132812 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -69004.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69042.085938 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -69042.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69067.640625 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -69067.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69101.945312 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -69101.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69111.929688 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -69111.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69118.164062 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69118.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69119.312500 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -69119.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69123.976562 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -69123.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69124.570312 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -69124.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69126.070312 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -69126.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69126.656250 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -69126.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69126.656250 Penalty: 2084.906494
	Iteration 15F: 3 clusters Score -69126.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Entering Unmasked Estep 
Score: -5792801.500000 Penalty: 1736.303223
	Iteration 0F: 2 clusters Score -5792802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5763594.000000 Penalty: 3472.606445
	Iteration 0F: 3 clusters Score -5763594 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5775587.000000 Penalty: 3472.606445
	Iteration 1F: 3 clusters Score -5775587 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5776519.000000 Penalty: 3472.606445
	Iteration 2F: 3 clusters Score -5776519 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5778001.500000 Penalty: 3472.606445
	Iteration 3F: 3 clusters Score -5778002 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -5780073.000000 Penalty: 3472.606445
	Iteration 4F: 3 clusters Score -5780073 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5782611.000000 Penalty: 3472.606445
	Iteration 5F: 3 clusters Score -5782611 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5785041.500000 Penalty: 3472.606445
	Iteration 6F: 3 clusters Score -5785042 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -5786878.000000 Penalty: 3472.606445
	Iteration 7F: 3 clusters Score -5786878 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -5787942.000000 Penalty: 3472.606445
	Iteration 8Q: 3 clusters Score -5787942 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -5788528.500000 Penalty: 3472.606445
	Iteration 9Q: 3 clusters Score -5788528 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5788917.500000 Penalty: 3472.606445
	Iteration 10Q: 3 clusters Score -5788918 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5789183.000000 Penalty: 3472.606445
	Iteration 11Q: 3 clusters Score -5789183 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5789423.000000 Penalty: 3472.606445
	Iteration 12Q: 3 clusters Score -5789423 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5789662.500000 Penalty: 3472.606445
	Iteration 13Q: 3 clusters Score -5789662 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5789897.500000 Penalty: 3472.606445
	Iteration 14Q: 3 clusters Score -5789898 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -5790116.000000 Penalty: 3472.606445
	Iteration 15Q: 3 clusters Score -5790116 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5790321.500000 Penalty: 3472.606445
	Iteration 16Q: 3 clusters Score -5790322 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5790512.500000 Penalty: 3472.606445
	Iteration 17Q: 3 clusters Score -5790512 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5790688.000000 Penalty: 3472.606445
	Iteration 18Q: 3 clusters Score -5790688 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5790850.500000 Penalty: 3472.606445
	Iteration 19Q: 3 clusters Score -5790850 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5790990.500000 Penalty: 3472.606445
	Iteration 20F: 3 clusters Score -5790990 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5791076.500000 Penalty: 3472.606445
	Iteration 21Q: 3 clusters Score -5791076 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5791152.000000 Penalty: 3472.606445
	Iteration 22Q: 3 clusters Score -5791152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -5791229.500000 Penalty: 3472.606445
	Iteration 23Q: 3 clusters Score -5791230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5791291.000000 Penalty: 3472.606445
	Iteration 24Q: 3 clusters Score -5791291 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5791352.000000 Penalty: 3472.606445
	Iteration 25Q: 3 clusters Score -5791352 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -5791415.000000 Penalty: 3472.606445
	Iteration 26Q: 3 clusters Score -5791415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5791451.000000 Penalty: 3472.606445
	Iteration 27Q: 3 clusters Score -5791451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5791488.500000 Penalty: 3472.606445
	Iteration 28Q: 3 clusters Score -5791488 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5791542.500000 Penalty: 3472.606445
	Iteration 29Q: 3 clusters Score -5791542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5791566.500000 Penalty: 3472.606445
	Iteration 30Q: 3 clusters Score -5791566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5791579.500000 Penalty: 3472.606445
	Iteration 31Q: 3 clusters Score -5791580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5791614.000000 Penalty: 3472.606445
	Iteration 32Q: 3 clusters Score -5791614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5791610.500000 Penalty: 3472.606445
	Iteration 33Q: 3 clusters Score -5791610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5791631.000000 Penalty: 3472.606445
	Iteration 34Q: 3 clusters Score -5791631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5791625.500000 Penalty: 3472.606445
	Iteration 35Q: 3 clusters Score -5791626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5791639.500000 Penalty: 3472.606445
	Iteration 36Q: 3 clusters Score -5791640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5791657.000000 Penalty: 3472.606445
	Iteration 37Q: 3 clusters Score -5791657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5791679.000000 Penalty: 3472.606445
	Iteration 38Q: 3 clusters Score -5791679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5791702.000000 Penalty: 3472.606445
	Iteration 39Q: 3 clusters Score -5791702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5791698.500000 Penalty: 3472.606445
	Iteration 40F: 3 clusters Score -5791698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5791710.000000 Penalty: 3472.606445
	Iteration 41Q: 3 clusters Score -5791710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5791719.500000 Penalty: 3472.606445
	Iteration 42Q: 3 clusters Score -5791720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5791727.000000 Penalty: 3472.606445
	Iteration 43Q: 3 clusters Score -5791727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5791732.000000 Penalty: 3472.606445
	Iteration 44Q: 3 clusters Score -5791732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5791730.000000 Penalty: 3472.606445
	Iteration 45Q: 3 clusters Score -5791730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5791727.500000 Penalty: 3472.606445
	Iteration 46Q: 3 clusters Score -5791728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5791728.500000 Penalty: 3472.606445
	Iteration 47Q: 3 clusters Score -5791728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5791739.500000 Penalty: 3472.606445
	Iteration 48Q: 3 clusters Score -5791740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5791738.000000 Penalty: 3472.606445
	Iteration 49Q: 3 clusters Score -5791738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5791747.500000 Penalty: 3472.606445
	Iteration 50Q: 3 clusters Score -5791748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5791746.500000 Penalty: 3472.606445
	Iteration 51Q: 3 clusters Score -5791746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5791746.500000 Penalty: 3472.606445
	Iteration 52Q: 3 clusters Score -5791746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5791751.000000 Penalty: 3472.606445
	Iteration 53Q: 3 clusters Score -5791751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5791742.500000 Penalty: 3472.606445
	Iteration 54Q: 3 clusters Score -5791742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5791749.500000 Penalty: 3472.606445
	Iteration 55Q: 3 clusters Score -5791750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5791750.500000 Penalty: 3472.606445
	Iteration 56Q: 3 clusters Score -5791750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5791754.000000 Penalty: 3472.606445
	Iteration 57Q: 3 clusters Score -5791754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5791758.000000 Penalty: 3472.606445
	Iteration 58Q: 3 clusters Score -5791758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5791758.000000 Penalty: 3472.606445
	Iteration 59Q: 3 clusters Score -5791758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5791756.000000 Penalty: 3472.606445
	Iteration 60F: 3 clusters Score -5791756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5791753.500000 Penalty: 3472.606445
	Iteration 61Q: 3 clusters Score -5791754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5791753.500000 Penalty: 3472.606445
	Iteration 62F: 3 clusters Score -5791754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (71970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Entering Unmasked Estep 
Score: -9596913.000000 Penalty: 1817.400757
	Iteration 0F: 2 clusters Score -9596913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -9550641.000000 Penalty: 3634.801514
	Iteration 0F: 3 clusters Score -9550641 nChanged 34253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -9570092.000000 Penalty: 3634.801514
	Iteration 1F: 3 clusters Score -9570092 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -9570595.000000 Penalty: 3634.801514
	Iteration 2Q: 3 clusters Score -9570595 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -9571061.000000 Penalty: 3634.801514
	Iteration 3Q: 3 clusters Score -9571061 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -9571642.000000 Penalty: 3634.801514
	Iteration 4Q: 3 clusters Score -9571642 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -9572270.000000 Penalty: 3634.801514
	Iteration 5Q: 3 clusters Score -9572270 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -9573121.000000 Penalty: 3634.801514
	Iteration 6Q: 3 clusters Score -9573121 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -9574107.000000 Penalty: 3634.801514
	Iteration 7Q: 3 clusters Score -9574107 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -9575452.000000 Penalty: 3634.801514
	Iteration 8Q: 3 clusters Score -9575452 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -9577422.000000 Penalty: 3634.801514
	Iteration 9Q: 3 clusters Score -9577422 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -9580499.000000 Penalty: 3634.801514
	Iteration 10F: 3 clusters Score -9580499 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -9584848.000000 Penalty: 3634.801514
	Iteration 11F: 3 clusters Score -9584848 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -9588612.000000 Penalty: 3634.801514
	Iteration 12F: 3 clusters Score -9588612 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -9590916.000000 Penalty: 3634.801514
	Iteration 13Q: 3 clusters Score -9590916 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -9592077.000000 Penalty: 3634.801514
	Iteration 14Q: 3 clusters Score -9592077 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -9592957.000000 Penalty: 3634.801514
	Iteration 15Q: 3 clusters Score -9592957 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -9593577.000000 Penalty: 3634.801514
	Iteration 16Q: 3 clusters Score -9593577 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -9594046.000000 Penalty: 3634.801514
	Iteration 17Q: 3 clusters Score -9594046 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -9594483.000000 Penalty: 3634.801514
	Iteration 18Q: 3 clusters Score -9594483 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -9594795.000000 Penalty: 3634.801514
	Iteration 19Q: 3 clusters Score -9594795 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -9595024.000000 Penalty: 3634.801514
	Iteration 20F: 3 clusters Score -9595024 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -9595173.000000 Penalty: 3634.801514
	Iteration 21Q: 3 clusters Score -9595173 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -9595263.000000 Penalty: 3634.801514
	Iteration 22Q: 3 clusters Score -9595263 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -9595394.000000 Penalty: 3634.801514
	Iteration 23Q: 3 clusters Score -9595394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -9595491.000000 Penalty: 3634.801514
	Iteration 24Q: 3 clusters Score -9595491 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -9595542.000000 Penalty: 3634.801514
	Iteration 25Q: 3 clusters Score -9595542 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -9595553.000000 Penalty: 3634.801514
	Iteration 26Q: 3 clusters Score -9595553 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -9595605.000000 Penalty: 3634.801514
	Iteration 27Q: 3 clusters Score -9595605 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -9595625.000000 Penalty: 3634.801514
	Iteration 28Q: 3 clusters Score -9595625 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -9595702.000000 Penalty: 3634.801514
	Iteration 29Q: 3 clusters Score -9595702 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9595771.000000 Penalty: 3634.801514
	Iteration 30Q: 3 clusters Score -9595771 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -9595825.000000 Penalty: 3634.801514
	Iteration 31Q: 3 clusters Score -9595825 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -9595877.000000 Penalty: 3634.801514
	Iteration 32Q: 3 clusters Score -9595877 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -9595905.000000 Penalty: 3634.801514
	Iteration 33Q: 3 clusters Score -9595905 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -9595932.000000 Penalty: 3634.801514
	Iteration 34Q: 3 clusters Score -9595932 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -9595937.000000 Penalty: 3634.801514
	Iteration 35Q: 3 clusters Score -9595937 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -9595930.000000 Penalty: 3634.801514
	Iteration 36Q: 3 clusters Score -9595930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -9595986.000000 Penalty: 3634.801514
	Iteration 37Q: 3 clusters Score -9595986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -9595974.000000 Penalty: 3634.801514
	Iteration 38Q: 3 clusters Score -9595974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -9595982.000000 Penalty: 3634.801514
	Iteration 39Q: 3 clusters Score -9595982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -9596003.000000 Penalty: 3634.801514
	Iteration 40F: 3 clusters Score -9596003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -9596009.000000 Penalty: 3634.801514
	Iteration 41Q: 3 clusters Score -9596009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -9595996.000000 Penalty: 3634.801514
	Iteration 42Q: 3 clusters Score -9595996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -9596008.000000 Penalty: 3634.801514
	Iteration 43Q: 3 clusters Score -9596008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -9596010.000000 Penalty: 3634.801514
	Iteration 44Q: 3 clusters Score -9596010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -9595987.000000 Penalty: 3634.801514
	Iteration 45Q: 3 clusters Score -9595987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -9595995.000000 Penalty: 3634.801514
	Iteration 46Q: 3 clusters Score -9595995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -9596013.000000 Penalty: 3634.801514
	Iteration 47Q: 3 clusters Score -9596013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -9596007.000000 Penalty: 3634.801514
	Iteration 48Q: 3 clusters Score -9596007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -9595999.000000 Penalty: 3634.801514
	Iteration 49Q: 3 clusters Score -9595999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -9596013.000000 Penalty: 3634.801514
	Iteration 50Q: 3 clusters Score -9596013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -9596020.000000 Penalty: 3634.801514
	Iteration 51Q: 3 clusters Score -9596020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -9596031.000000 Penalty: 3634.801514
	Iteration 52Q: 3 clusters Score -9596031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -9596033.000000 Penalty: 3634.801514
	Iteration 53Q: 3 clusters Score -9596033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -9596031.000000 Penalty: 3634.801514
	Iteration 54Q: 3 clusters Score -9596031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -9596029.000000 Penalty: 3634.801514
	Iteration 55Q: 3 clusters Score -9596029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -9596037.000000 Penalty: 3634.801514
	Iteration 56Q: 3 clusters Score -9596037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -9596037.000000 Penalty: 3634.801514
	Iteration 57Q: 3 clusters Score -9596037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -9596039.000000 Penalty: 3634.801514
	Iteration 58Q: 3 clusters Score -9596039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -9596017.000000 Penalty: 3634.801514
	Iteration 59Q: 3 clusters Score -9596017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -9596017.000000 Penalty: 3634.801514
	Iteration 60F: 3 clusters Score -9596017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -9596022.000000 Penalty: 3634.801514
	Iteration 61Q: 3 clusters Score -9596022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -9596021.000000 Penalty: 3634.801514
	Iteration 62Q: 3 clusters Score -9596021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9596013.000000 Penalty: 3634.801514
	Iteration 63Q: 3 clusters Score -9596013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -9596004.000000 Penalty: 3634.801514
	Iteration 64Q: 3 clusters Score -9596004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -9596016.000000 Penalty: 3634.801514
	Iteration 65Q: 3 clusters Score -9596016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -9596011.000000 Penalty: 3634.801514
	Iteration 66Q: 3 clusters Score -9596011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -9596000.000000 Penalty: 3634.801514
	Iteration 67Q: 3 clusters Score -9596000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -9596008.000000 Penalty: 3634.801514
	Iteration 68Q: 3 clusters Score -9596008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -9596013.000000 Penalty: 3634.801514
	Iteration 69Q: 3 clusters Score -9596013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -9596019.000000 Penalty: 3634.801514
	Iteration 70Q: 3 clusters Score -9596019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -9596025.000000 Penalty: 3634.801514
	Iteration 71Q: 3 clusters Score -9596025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -9596044.000000 Penalty: 3634.801514
	Iteration 72Q: 3 clusters Score -9596044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9596038.000000 Penalty: 3634.801514
	Iteration 73Q: 3 clusters Score -9596038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -9596046.000000 Penalty: 3634.801514
	Iteration 74Q: 3 clusters Score -9596046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9596053.000000 Penalty: 3634.801514
	Iteration 75Q: 3 clusters Score -9596053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -9596070.000000 Penalty: 3634.801514
	Iteration 76Q: 3 clusters Score -9596070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -9596064.000000 Penalty: 3634.801514
	Iteration 77Q: 3 clusters Score -9596064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -9596049.000000 Penalty: 3634.801514
	Iteration 78Q: 3 clusters Score -9596049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -9596053.000000 Penalty: 3634.801514
	Iteration 79Q: 3 clusters Score -9596053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -9596041.000000 Penalty: 3634.801514
	Iteration 80F: 3 clusters Score -9596041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -9596047.000000 Penalty: 3634.801514
	Iteration 81Q: 3 clusters Score -9596047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -9596051.000000 Penalty: 3634.801514
	Iteration 82Q: 3 clusters Score -9596051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -9596056.000000 Penalty: 3634.801514
	Iteration 83Q: 3 clusters Score -9596056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -9596054.000000 Penalty: 3634.801514
	Iteration 84Q: 3 clusters Score -9596054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -9596066.000000 Penalty: 3634.801514
	Iteration 85Q: 3 clusters Score -9596066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -9596036.000000 Penalty: 3634.801514
	Iteration 86Q: 3 clusters Score -9596036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -9596038.000000 Penalty: 3634.801514
	Iteration 87Q: 3 clusters Score -9596038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -9596036.000000 Penalty: 3634.801514
	Iteration 88Q: 3 clusters Score -9596036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -9596024.000000 Penalty: 3634.801514
	Iteration 89Q: 3 clusters Score -9596024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -9596025.000000 Penalty: 3634.801514
	Iteration 90Q: 3 clusters Score -9596025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9596029.000000 Penalty: 3634.801514
	Iteration 91Q: 3 clusters Score -9596029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -9596030.000000 Penalty: 3634.801514
	Iteration 92Q: 3 clusters Score -9596030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -9596010.000000 Penalty: 3634.801514
	Iteration 93Q: 3 clusters Score -9596010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -9596010.000000 Penalty: 3634.801514
	Iteration 94Q: 3 clusters Score -9596010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -9596020.000000 Penalty: 3634.801514
	Iteration 95Q: 3 clusters Score -9596020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -9596021.000000 Penalty: 3634.801514
	Iteration 96Q: 3 clusters Score -9596021 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -9596024.000000 Penalty: 3634.801514
	Iteration 97Q: 3 clusters Score -9596024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -9596013.000000 Penalty: 3634.801514
	Iteration 98Q: 3 clusters Score -9596013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9595994.000000 Penalty: 3634.801514
	Iteration 99Q: 3 clusters Score -9595994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -9596016.000000 Penalty: 3634.801514
	Iteration 100F: 3 clusters Score -9596016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -9596009.000000 Penalty: 3634.801514
	Iteration 101Q: 3 clusters Score -9596009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9596027.000000 Penalty: 3634.801514
	Iteration 102Q: 3 clusters Score -9596027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -9596028.000000 Penalty: 3634.801514
	Iteration 103Q: 3 clusters Score -9596028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -9596014.000000 Penalty: 3634.801514
	Iteration 104Q: 3 clusters Score -9596014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -9595992.000000 Penalty: 3634.801514
	Iteration 105Q: 3 clusters Score -9595992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -9596001.000000 Penalty: 3634.801514
	Iteration 106Q: 3 clusters Score -9596001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -9596001.000000 Penalty: 3634.801514
	Iteration 107Q: 3 clusters Score -9596001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9596009.000000 Penalty: 3634.801514
	Iteration 108Q: 3 clusters Score -9596009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -9595991.000000 Penalty: 3634.801514
	Iteration 109Q: 3 clusters Score -9595991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -9595992.000000 Penalty: 3634.801514
	Iteration 110Q: 3 clusters Score -9595992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -9595983.000000 Penalty: 3634.801514
	Iteration 111Q: 3 clusters Score -9595983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -9595978.000000 Penalty: 3634.801514
	Iteration 112Q: 3 clusters Score -9595978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -9595977.000000 Penalty: 3634.801514
	Iteration 113Q: 3 clusters Score -9595977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -9595973.000000 Penalty: 3634.801514
	Iteration 114Q: 3 clusters Score -9595973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -9595985.000000 Penalty: 3634.801514
	Iteration 115Q: 3 clusters Score -9595985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -9595988.000000 Penalty: 3634.801514
	Iteration 116Q: 3 clusters Score -9595988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -9595979.000000 Penalty: 3634.801514
	Iteration 117Q: 3 clusters Score -9595979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -9595984.000000 Penalty: 3634.801514
	Iteration 118Q: 3 clusters Score -9595984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -9595981.000000 Penalty: 3634.801514
	Iteration 119Q: 3 clusters Score -9595981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -9595977.000000 Penalty: 3634.801514
	Iteration 120F: 3 clusters Score -9595977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -9595978.000000 Penalty: 3634.801514
	Iteration 121Q: 3 clusters Score -9595978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -9595983.000000 Penalty: 3634.801514
	Iteration 122Q: 3 clusters Score -9595983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -9595990.000000 Penalty: 3634.801514
	Iteration 123Q: 3 clusters Score -9595990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -9595999.000000 Penalty: 3634.801514
	Iteration 124Q: 3 clusters Score -9595999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -9595996.000000 Penalty: 3634.801514
	Iteration 125Q: 3 clusters Score -9595996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -9595997.000000 Penalty: 3634.801514
	Iteration 126Q: 3 clusters Score -9595997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -9595989.000000 Penalty: 3634.801514
	Iteration 127Q: 3 clusters Score -9595989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -9595988.000000 Penalty: 3634.801514
	Iteration 128Q: 3 clusters Score -9595988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -9595987.000000 Penalty: 3634.801514
	Iteration 129Q: 3 clusters Score -9595987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -9595987.000000 Penalty: 3634.801514
	Iteration 130Q: 3 clusters Score -9595987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -9595992.000000 Penalty: 3634.801514
	Iteration 131Q: 3 clusters Score -9595992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9595983.000000 Penalty: 3634.801514
	Iteration 132Q: 3 clusters Score -9595983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9595983.000000 Penalty: 3634.801514
	Iteration 133F: 3 clusters Score -9595983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Entering Unmasked Estep 
Score: -3565640.000000 Penalty: 1657.559326
	Iteration 0F: 2 clusters Score -3565640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3547377.000000 Penalty: 3315.118652
	Iteration 0F: 3 clusters Score -3547377 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3554233.250000 Penalty: 3315.118652
	Iteration 1F: 3 clusters Score -3554233 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3554671.500000 Penalty: 3315.118652
	Iteration 2Q: 3 clusters Score -3554672 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3555401.750000 Penalty: 3315.118652
	Iteration 3Q: 3 clusters Score -3555402 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3556597.500000 Penalty: 3315.118652
	Iteration 4F: 3 clusters Score -3556598 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3558225.000000 Penalty: 3315.118652
	Iteration 5F: 3 clusters Score -3558225 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3560176.750000 Penalty: 3315.118652
	Iteration 6F: 3 clusters Score -3560177 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3562116.750000 Penalty: 3315.118652
	Iteration 7F: 3 clusters Score -3562117 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3563862.000000 Penalty: 3315.118652
	Iteration 8F: 3 clusters Score -3563862 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3564950.250000 Penalty: 3315.118652
	Iteration 9Q: 3 clusters Score -3564950 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3565315.750000 Penalty: 3315.118652
	Iteration 10Q: 3 clusters Score -3565316 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3565424.250000 Penalty: 3315.118652
	Iteration 11Q: 3 clusters Score -3565424 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3565466.750000 Penalty: 3315.118652
	Iteration 12Q: 3 clusters Score -3565467 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3565496.250000 Penalty: 3315.118652
	Iteration 13Q: 3 clusters Score -3565496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3565494.500000 Penalty: 3315.118652
	Iteration 14Q: 3 clusters Score -3565494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3565497.750000 Penalty: 3315.118652
	Iteration 15Q: 3 clusters Score -3565498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3565501.000000 Penalty: 3315.118652
	Iteration 16Q: 3 clusters Score -3565501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3565513.500000 Penalty: 3315.118652
	Iteration 17Q: 3 clusters Score -3565514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3565512.500000 Penalty: 3315.118652
	Iteration 18Q: 3 clusters Score -3565512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3565516.000000 Penalty: 3315.118652
	Iteration 19Q: 3 clusters Score -3565516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3565523.750000 Penalty: 3315.118652
	Iteration 20F: 3 clusters Score -3565524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3565527.500000 Penalty: 3315.118652
	Iteration 21Q: 3 clusters Score -3565528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3565532.250000 Penalty: 3315.118652
	Iteration 22Q: 3 clusters Score -3565532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3565532.500000 Penalty: 3315.118652
	Iteration 23Q: 3 clusters Score -3565532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3565532.500000 Penalty: 3315.118652
	Iteration 24Q: 3 clusters Score -3565532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3565538.500000 Penalty: 3315.118652
	Iteration 25Q: 3 clusters Score -3565538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3565556.000000 Penalty: 3315.118652
	Iteration 26Q: 3 clusters Score -3565556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3565552.250000 Penalty: 3315.118652
	Iteration 27Q: 3 clusters Score -3565552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3565549.750000 Penalty: 3315.118652
	Iteration 28Q: 3 clusters Score -3565550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3565547.750000 Penalty: 3315.118652
	Iteration 29Q: 3 clusters Score -3565548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3565549.750000 Penalty: 3315.118652
	Iteration 30Q: 3 clusters Score -3565550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3565549.000000 Penalty: 3315.118652
	Iteration 31Q: 3 clusters Score -3565549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3565551.250000 Penalty: 3315.118652
	Iteration 32Q: 3 clusters Score -3565551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3565550.750000 Penalty: 3315.118652
	Iteration 33Q: 3 clusters Score -3565551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3565549.000000 Penalty: 3315.118652
	Iteration 34Q: 3 clusters Score -3565549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3565548.000000 Penalty: 3315.118652
	Iteration 35Q: 3 clusters Score -3565548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3565547.000000 Penalty: 3315.118652
	Iteration 36Q: 3 clusters Score -3565547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3565544.500000 Penalty: 3315.118652
	Iteration 37Q: 3 clusters Score -3565544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3565546.500000 Penalty: 3315.118652
	Iteration 38Q: 3 clusters Score -3565546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3565549.750000 Penalty: 3315.118652
	Iteration 39Q: 3 clusters Score -3565550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3565549.750000 Penalty: 3315.118652
	Iteration 40F: 3 clusters Score -3565550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (55368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Entering Unmasked Estep 
Score: -7420359.000000 Penalty: 1774.785522
	Iteration 0F: 2 clusters Score -7420359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -7383396.500000 Penalty: 3549.571045
	Iteration 0F: 3 clusters Score -7383396 nChanged 25994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -7398094.500000 Penalty: 3549.571045
	Iteration 1F: 3 clusters Score -7398094 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7398667.500000 Penalty: 3549.571045
	Iteration 2Q: 3 clusters Score -7398668 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -7399429.500000 Penalty: 3549.571045
	Iteration 3Q: 3 clusters Score -7399430 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -7400456.000000 Penalty: 3549.571045
	Iteration 4Q: 3 clusters Score -7400456 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -7401988.000000 Penalty: 3549.571045
	Iteration 5F: 3 clusters Score -7401988 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7404320.500000 Penalty: 3549.571045
	Iteration 6F: 3 clusters Score -7404320 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -7407408.000000 Penalty: 3549.571045
	Iteration 7F: 3 clusters Score -7407408 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7410939.000000 Penalty: 3549.571045
	Iteration 8F: 3 clusters Score -7410939 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -7414097.500000 Penalty: 3549.571045
	Iteration 9F: 3 clusters Score -7414098 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -7416253.000000 Penalty: 3549.571045
	Iteration 10Q: 3 clusters Score -7416253 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7417580.000000 Penalty: 3549.571045
	Iteration 11Q: 3 clusters Score -7417580 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -7418185.500000 Penalty: 3549.571045
	Iteration 12Q: 3 clusters Score -7418186 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -7418474.500000 Penalty: 3549.571045
	Iteration 13Q: 3 clusters Score -7418474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -7418626.500000 Penalty: 3549.571045
	Iteration 14Q: 3 clusters Score -7418626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -7418720.000000 Penalty: 3549.571045
	Iteration 15Q: 3 clusters Score -7418720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7418746.000000 Penalty: 3549.571045
	Iteration 16Q: 3 clusters Score -7418746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7418762.000000 Penalty: 3549.571045
	Iteration 17Q: 3 clusters Score -7418762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -7418786.000000 Penalty: 3549.571045
	Iteration 18Q: 3 clusters Score -7418786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7418806.000000 Penalty: 3549.571045
	Iteration 19Q: 3 clusters Score -7418806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -7418810.000000 Penalty: 3549.571045
	Iteration 20F: 3 clusters Score -7418810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -7418810.500000 Penalty: 3549.571045
	Iteration 21Q: 3 clusters Score -7418810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7418821.500000 Penalty: 3549.571045
	Iteration 22Q: 3 clusters Score -7418822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7418826.000000 Penalty: 3549.571045
	Iteration 23Q: 3 clusters Score -7418826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7418829.500000 Penalty: 3549.571045
	Iteration 24Q: 3 clusters Score -7418830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7418826.500000 Penalty: 3549.571045
	Iteration 25Q: 3 clusters Score -7418826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7418826.500000 Penalty: 3549.571045
	Iteration 26F: 3 clusters Score -7418826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -1201243.125000 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -1201243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1194548.500000 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -1194548 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1196680.625000 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -1196681 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1196962.375000 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -1196962 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1197221.875000 Penalty: 2967.636475
	Iteration 3F: 3 clusters Score -1197222 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1197538.250000 Penalty: 2967.636475
	Iteration 4F: 3 clusters Score -1197538 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1197860.250000 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -1197860 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1198210.500000 Penalty: 2967.636475
	Iteration 6F: 3 clusters Score -1198210 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1198562.125000 Penalty: 2967.636475
	Iteration 7F: 3 clusters Score -1198562 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1198926.500000 Penalty: 2967.636475
	Iteration 8F: 3 clusters Score -1198926 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1199300.750000 Penalty: 2967.636475
	Iteration 9F: 3 clusters Score -1199301 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1199573.625000 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -1199574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1199766.875000 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -1199767 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1199904.500000 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -1199904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1200014.875000 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -1200015 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1200104.750000 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -1200105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1200189.625000 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -1200190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1200255.000000 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -1200255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1200287.000000 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -1200287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1200311.500000 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -1200312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1200320.125000 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -1200320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1200331.875000 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -1200332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1200336.125000 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -1200336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1200347.500000 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -1200348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1200352.125000 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -1200352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1200355.500000 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -1200356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1200361.750000 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -1200362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1200364.375000 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -1200364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1200366.250000 Penalty: 2967.636475
	Iteration 27Q: 3 clusters Score -1200366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1200368.125000 Penalty: 2967.636475
	Iteration 28Q: 3 clusters Score -1200368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1200369.125000 Penalty: 2967.636475
	Iteration 29Q: 3 clusters Score -1200369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1200368.000000 Penalty: 2967.636475
	Iteration 30Q: 3 clusters Score -1200368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1200370.500000 Penalty: 2967.636475
	Iteration 31Q: 3 clusters Score -1200370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1200368.875000 Penalty: 2967.636475
	Iteration 32Q: 3 clusters Score -1200369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1200370.125000 Penalty: 2967.636475
	Iteration 33Q: 3 clusters Score -1200370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1200374.375000 Penalty: 2967.636475
	Iteration 34Q: 3 clusters Score -1200374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1200373.500000 Penalty: 2967.636475
	Iteration 35Q: 3 clusters Score -1200374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1200373.500000 Penalty: 2967.636475
	Iteration 36F: 3 clusters Score -1200374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21165.357422 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21165.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21281.226562 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21281.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21320.458984 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -21320.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21341.695312 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -21341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21355.705078 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21355.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21369.097656 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21400.083984 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -21400.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21428.927734 Penalty: 1779.850586
	Iteration 7Q: 3 clusters Score -21428.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21442.966797 Penalty: 1779.850586
	Iteration 8Q: 3 clusters Score -21442.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21449.871094 Penalty: 1779.850586
	Iteration 9Q: 3 clusters Score -21449.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21449.871094 Penalty: 1779.850586
	Iteration 10F: 3 clusters Score -21449.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100280.984375 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100281 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100513.039062 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100608.390625 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100652.867188 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100652.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100673.046875 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100691.531250 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100691.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100704.656250 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100712.898438 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100719.609375 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100727.953125 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100732.070312 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -100732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100735.851562 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -100735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100741.960938 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -100742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100746.156250 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -100746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100749.546875 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -100749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100750.984375 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -100751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100750.984375 Penalty: 2133.711182
	Iteration 16F: 3 clusters Score -100751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -288311.437500 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -288311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286106.781250 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -286106.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286817.875000 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -286817.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -287140.343750 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -287140.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -287416.156250 Penalty: 2514.866943
	Iteration 3F: 3 clusters Score -287416.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -287655.093750 Penalty: 2514.866943
	Iteration 4F: 3 clusters Score -287655.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -287791.125000 Penalty: 2514.866943
	Iteration 5F: 3 clusters Score -287791.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -287851.968750 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -287852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -287882.687500 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -287882.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -287900.343750 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -287900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -287919.187500 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -287919.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -287928.937500 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -287928.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -287933.281250 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -287933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -287935.250000 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -287935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287937.468750 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -287937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287937.687500 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -287937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287938.937500 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -287938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287939.937500 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -287939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -287941.218750 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -287941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -287942.437500 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -287942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287942.687500 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -287942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287943.156250 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -287943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287943.593750 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -287943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287943.593750 Penalty: 2514.866943
	Iteration 22F: 3 clusters Score -287943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141163.937500 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141163.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141399.421875 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141399.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141459.406250 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141459.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141483.234375 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141495.000000 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141505.546875 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141505.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141511.640625 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141514.453125 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141515.546875 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141516.171875 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141517.125000 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141518.578125 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141518.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141518.578125 Penalty: 2215.439209
	Iteration 12F: 3 clusters Score -141518.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Entering Unmasked Estep 
Score: -3825561.000000 Penalty: 1670.801514
	Iteration 0F: 2 clusters Score -3825561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3805828.250000 Penalty: 3341.603027
	Iteration 0F: 3 clusters Score -3805828 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3813386.500000 Penalty: 3341.603027
	Iteration 1F: 3 clusters Score -3813386 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3813824.250000 Penalty: 3341.603027
	Iteration 2Q: 3 clusters Score -3813824 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3814366.500000 Penalty: 3341.603027
	Iteration 3Q: 3 clusters Score -3814366 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3814924.250000 Penalty: 3341.603027
	Iteration 4Q: 3 clusters Score -3814924 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3815509.250000 Penalty: 3341.603027
	Iteration 5Q: 3 clusters Score -3815509 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3816143.500000 Penalty: 3341.603027
	Iteration 6Q: 3 clusters Score -3816144 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3816801.500000 Penalty: 3341.603027
	Iteration 7Q: 3 clusters Score -3816802 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3817617.250000 Penalty: 3341.603027
	Iteration 8Q: 3 clusters Score -3817617 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3818586.750000 Penalty: 3341.603027
	Iteration 9F: 3 clusters Score -3818587 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3819695.000000 Penalty: 3341.603027
	Iteration 10F: 3 clusters Score -3819695 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3820656.000000 Penalty: 3341.603027
	Iteration 11Q: 3 clusters Score -3820656 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3821305.500000 Penalty: 3341.603027
	Iteration 12Q: 3 clusters Score -3821306 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3821659.250000 Penalty: 3341.603027
	Iteration 13Q: 3 clusters Score -3821659 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3821881.750000 Penalty: 3341.603027
	Iteration 14Q: 3 clusters Score -3821882 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3822065.500000 Penalty: 3341.603027
	Iteration 15Q: 3 clusters Score -3822066 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3822233.750000 Penalty: 3341.603027
	Iteration 16Q: 3 clusters Score -3822234 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3822364.500000 Penalty: 3341.603027
	Iteration 17Q: 3 clusters Score -3822364 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3822484.250000 Penalty: 3341.603027
	Iteration 18Q: 3 clusters Score -3822484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3822614.000000 Penalty: 3341.603027
	Iteration 19Q: 3 clusters Score -3822614 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3822712.750000 Penalty: 3341.603027
	Iteration 20F: 3 clusters Score -3822713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3822815.000000 Penalty: 3341.603027
	Iteration 21Q: 3 clusters Score -3822815 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3822905.500000 Penalty: 3341.603027
	Iteration 22Q: 3 clusters Score -3822906 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3822994.250000 Penalty: 3341.603027
	Iteration 23Q: 3 clusters Score -3822994 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3823066.750000 Penalty: 3341.603027
	Iteration 24Q: 3 clusters Score -3823067 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3823157.750000 Penalty: 3341.603027
	Iteration 25Q: 3 clusters Score -3823158 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3823231.750000 Penalty: 3341.603027
	Iteration 26Q: 3 clusters Score -3823232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3823319.500000 Penalty: 3341.603027
	Iteration 27Q: 3 clusters Score -3823320 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3823389.250000 Penalty: 3341.603027
	Iteration 28Q: 3 clusters Score -3823389 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3823453.500000 Penalty: 3341.603027
	Iteration 29Q: 3 clusters Score -3823454 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3823497.750000 Penalty: 3341.603027
	Iteration 30Q: 3 clusters Score -3823498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3823548.750000 Penalty: 3341.603027
	Iteration 31Q: 3 clusters Score -3823549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3823573.500000 Penalty: 3341.603027
	Iteration 32Q: 3 clusters Score -3823574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3823617.750000 Penalty: 3341.603027
	Iteration 33Q: 3 clusters Score -3823618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3823648.250000 Penalty: 3341.603027
	Iteration 34Q: 3 clusters Score -3823648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3823691.500000 Penalty: 3341.603027
	Iteration 35Q: 3 clusters Score -3823692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3823739.250000 Penalty: 3341.603027
	Iteration 36Q: 3 clusters Score -3823739 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3823791.250000 Penalty: 3341.603027
	Iteration 37Q: 3 clusters Score -3823791 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3823839.750000 Penalty: 3341.603027
	Iteration 38Q: 3 clusters Score -3823840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3823881.250000 Penalty: 3341.603027
	Iteration 39Q: 3 clusters Score -3823881 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3823919.250000 Penalty: 3341.603027
	Iteration 40F: 3 clusters Score -3823919 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3823953.250000 Penalty: 3341.603027
	Iteration 41Q: 3 clusters Score -3823953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3823990.250000 Penalty: 3341.603027
	Iteration 42Q: 3 clusters Score -3823990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3824017.250000 Penalty: 3341.603027
	Iteration 43Q: 3 clusters Score -3824017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3824033.000000 Penalty: 3341.603027
	Iteration 44Q: 3 clusters Score -3824033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3824043.750000 Penalty: 3341.603027
	Iteration 45Q: 3 clusters Score -3824044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3824061.500000 Penalty: 3341.603027
	Iteration 46Q: 3 clusters Score -3824062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3824064.000000 Penalty: 3341.603027
	Iteration 47Q: 3 clusters Score -3824064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3824072.500000 Penalty: 3341.603027
	Iteration 48Q: 3 clusters Score -3824072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3824078.250000 Penalty: 3341.603027
	Iteration 49Q: 3 clusters Score -3824078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3824091.500000 Penalty: 3341.603027
	Iteration 50Q: 3 clusters Score -3824092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3824092.250000 Penalty: 3341.603027
	Iteration 51Q: 3 clusters Score -3824092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3824106.000000 Penalty: 3341.603027
	Iteration 52Q: 3 clusters Score -3824106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3824112.000000 Penalty: 3341.603027
	Iteration 53Q: 3 clusters Score -3824112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3824121.750000 Penalty: 3341.603027
	Iteration 54Q: 3 clusters Score -3824122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3824125.750000 Penalty: 3341.603027
	Iteration 55Q: 3 clusters Score -3824126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3824140.500000 Penalty: 3341.603027
	Iteration 56Q: 3 clusters Score -3824140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3824145.500000 Penalty: 3341.603027
	Iteration 57Q: 3 clusters Score -3824146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3824154.000000 Penalty: 3341.603027
	Iteration 58Q: 3 clusters Score -3824154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3824155.500000 Penalty: 3341.603027
	Iteration 59Q: 3 clusters Score -3824156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3824158.250000 Penalty: 3341.603027
	Iteration 60F: 3 clusters Score -3824158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3824166.500000 Penalty: 3341.603027
	Iteration 61Q: 3 clusters Score -3824166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3824168.000000 Penalty: 3341.603027
	Iteration 62Q: 3 clusters Score -3824168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3824179.000000 Penalty: 3341.603027
	Iteration 63Q: 3 clusters Score -3824179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3824178.250000 Penalty: 3341.603027
	Iteration 64Q: 3 clusters Score -3824178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3824178.000000 Penalty: 3341.603027
	Iteration 65Q: 3 clusters Score -3824178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3824183.000000 Penalty: 3341.603027
	Iteration 66Q: 3 clusters Score -3824183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3824188.250000 Penalty: 3341.603027
	Iteration 67Q: 3 clusters Score -3824188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3824190.500000 Penalty: 3341.603027
	Iteration 68Q: 3 clusters Score -3824190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3824191.000000 Penalty: 3341.603027
	Iteration 69Q: 3 clusters Score -3824191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3824183.500000 Penalty: 3341.603027
	Iteration 70Q: 3 clusters Score -3824184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3824188.000000 Penalty: 3341.603027
	Iteration 71Q: 3 clusters Score -3824188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3824191.750000 Penalty: 3341.603027
	Iteration 72Q: 3 clusters Score -3824192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3824188.250000 Penalty: 3341.603027
	Iteration 73Q: 3 clusters Score -3824188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3824183.250000 Penalty: 3341.603027
	Iteration 74Q: 3 clusters Score -3824183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3824188.000000 Penalty: 3341.603027
	Iteration 75Q: 3 clusters Score -3824188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3824191.750000 Penalty: 3341.603027
	Iteration 76Q: 3 clusters Score -3824192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3824193.750000 Penalty: 3341.603027
	Iteration 77Q: 3 clusters Score -3824194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3824191.750000 Penalty: 3341.603027
	Iteration 78Q: 3 clusters Score -3824192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3824193.500000 Penalty: 3341.603027
	Iteration 79Q: 3 clusters Score -3824194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3824193.000000 Penalty: 3341.603027
	Iteration 80F: 3 clusters Score -3824193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3824196.500000 Penalty: 3341.603027
	Iteration 81Q: 3 clusters Score -3824196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3824195.750000 Penalty: 3341.603027
	Iteration 82Q: 3 clusters Score -3824196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3824193.000000 Penalty: 3341.603027
	Iteration 83Q: 3 clusters Score -3824193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3824194.250000 Penalty: 3341.603027
	Iteration 84Q: 3 clusters Score -3824194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3824197.750000 Penalty: 3341.603027
	Iteration 85Q: 3 clusters Score -3824198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3824205.250000 Penalty: 3341.603027
	Iteration 86Q: 3 clusters Score -3824205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3824205.000000 Penalty: 3341.603027
	Iteration 87Q: 3 clusters Score -3824205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3824206.750000 Penalty: 3341.603027
	Iteration 88Q: 3 clusters Score -3824207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3824208.500000 Penalty: 3341.603027
	Iteration 89Q: 3 clusters Score -3824208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3824207.500000 Penalty: 3341.603027
	Iteration 90Q: 3 clusters Score -3824208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3824215.000000 Penalty: 3341.603027
	Iteration 91Q: 3 clusters Score -3824215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3824217.500000 Penalty: 3341.603027
	Iteration 92Q: 3 clusters Score -3824218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3824220.500000 Penalty: 3341.603027
	Iteration 93Q: 3 clusters Score -3824220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3824220.750000 Penalty: 3341.603027
	Iteration 94Q: 3 clusters Score -3824221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3824232.750000 Penalty: 3341.603027
	Iteration 95Q: 3 clusters Score -3824233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3824232.000000 Penalty: 3341.603027
	Iteration 96Q: 3 clusters Score -3824232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3824233.500000 Penalty: 3341.603027
	Iteration 97Q: 3 clusters Score -3824234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3824235.250000 Penalty: 3341.603027
	Iteration 98Q: 3 clusters Score -3824235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3824237.250000 Penalty: 3341.603027
	Iteration 99Q: 3 clusters Score -3824237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3824239.250000 Penalty: 3341.603027
	Iteration 100F: 3 clusters Score -3824239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3824241.000000 Penalty: 3341.603027
	Iteration 101Q: 3 clusters Score -3824241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3824245.250000 Penalty: 3341.603027
	Iteration 102Q: 3 clusters Score -3824245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3824248.250000 Penalty: 3341.603027
	Iteration 103Q: 3 clusters Score -3824248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3824245.750000 Penalty: 3341.603027
	Iteration 104Q: 3 clusters Score -3824246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3824243.500000 Penalty: 3341.603027
	Iteration 105Q: 3 clusters Score -3824244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3824243.500000 Penalty: 3341.603027
	Iteration 106F: 3 clusters Score -3824244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44466.058594 Penalty: 954.676270
	Iteration 0F: 2 clusters Score -44466.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43523.011719 Penalty: 1909.352539
	Iteration 0F: 3 clusters Score -43523.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43609.882812 Penalty: 1909.352539
	Iteration 1F: 3 clusters Score -43609.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43634.558594 Penalty: 1909.352539
	Iteration 2Q: 3 clusters Score -43634.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43657.886719 Penalty: 1909.352539
	Iteration 3Q: 3 clusters Score -43657.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43671.824219 Penalty: 1909.352539
	Iteration 4Q: 3 clusters Score -43671.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43676.445312 Penalty: 1909.352539
	Iteration 5Q: 3 clusters Score -43676.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43682.179688 Penalty: 1909.352539
	Iteration 6Q: 3 clusters Score -43682.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43693.867188 Penalty: 1909.352539
	Iteration 7Q: 3 clusters Score -43693.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43715.121094 Penalty: 1909.352539
	Iteration 8Q: 3 clusters Score -43715.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43724.093750 Penalty: 1909.352539
	Iteration 9Q: 3 clusters Score -43724.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 1909.352539
	Iteration 10Q: 3 clusters Score -43726.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 1909.352539
	Iteration 11F: 3 clusters Score -43726.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39671.023438 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39671.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39959.144531 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39959.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40077.218750 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -40077.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40169.621094 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -40169.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40235.789062 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -40235.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40316.992188 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40316.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40389.382812 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40389.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40416.515625 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40416.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40429.660156 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40429.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40436.082031 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40436.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40451.019531 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40451.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40473.687500 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40473.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40480.558594 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40480.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40483.035156 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -40483.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40484.089844 Penalty: 1972.989746
	Iteration 14F: 3 clusters Score -40484.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40494.187500 Penalty: 1972.989746
	Iteration 15Q: 3 clusters Score -40494.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40498.312500 Penalty: 1972.989746
	Iteration 16Q: 3 clusters Score -40498.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40498.312500 Penalty: 1972.989746
	Iteration 17F: 3 clusters Score -40498.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (63350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Entering Unmasked Estep 
Score: -8383557.500000 Penalty: 1796.669800
	Iteration 0F: 2 clusters Score -8383558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -8343160.500000 Penalty: 3593.339600
	Iteration 0F: 3 clusters Score -8343160 nChanged 29802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -8360072.000000 Penalty: 3593.339600
	Iteration 1F: 3 clusters Score -8360072 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -8360633.000000 Penalty: 3593.339600
	Iteration 2Q: 3 clusters Score -8360633 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -8361462.000000 Penalty: 3593.339600
	Iteration 3Q: 3 clusters Score -8361462 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8362788.500000 Penalty: 3593.339600
	Iteration 4Q: 3 clusters Score -8362788 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -8365111.000000 Penalty: 3593.339600
	Iteration 5F: 3 clusters Score -8365111 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8368752.000000 Penalty: 3593.339600
	Iteration 6F: 3 clusters Score -8368752 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -8373311.500000 Penalty: 3593.339600
	Iteration 7F: 3 clusters Score -8373312 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -8377573.000000 Penalty: 3593.339600
	Iteration 8F: 3 clusters Score -8377573 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8380192.000000 Penalty: 3593.339600
	Iteration 9Q: 3 clusters Score -8380192 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8381372.500000 Penalty: 3593.339600
	Iteration 10Q: 3 clusters Score -8381372 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8381781.500000 Penalty: 3593.339600
	Iteration 11Q: 3 clusters Score -8381782 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8381929.000000 Penalty: 3593.339600
	Iteration 12Q: 3 clusters Score -8381929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8381979.500000 Penalty: 3593.339600
	Iteration 13Q: 3 clusters Score -8381980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8382030.000000 Penalty: 3593.339600
	Iteration 14Q: 3 clusters Score -8382030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8382053.000000 Penalty: 3593.339600
	Iteration 15Q: 3 clusters Score -8382053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8382079.500000 Penalty: 3593.339600
	Iteration 16Q: 3 clusters Score -8382080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8382093.000000 Penalty: 3593.339600
	Iteration 17Q: 3 clusters Score -8382093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8382104.000000 Penalty: 3593.339600
	Iteration 18Q: 3 clusters Score -8382104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8382114.000000 Penalty: 3593.339600
	Iteration 19Q: 3 clusters Score -8382114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8382121.000000 Penalty: 3593.339600
	Iteration 20F: 3 clusters Score -8382121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8382127.000000 Penalty: 3593.339600
	Iteration 21Q: 3 clusters Score -8382127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8382136.500000 Penalty: 3593.339600
	Iteration 22Q: 3 clusters Score -8382136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8382134.000000 Penalty: 3593.339600
	Iteration 23Q: 3 clusters Score -8382134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8382138.000000 Penalty: 3593.339600
	Iteration 24Q: 3 clusters Score -8382138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8382141.000000 Penalty: 3593.339600
	Iteration 25Q: 3 clusters Score -8382141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8382146.000000 Penalty: 3593.339600
	Iteration 26Q: 3 clusters Score -8382146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8382139.000000 Penalty: 3593.339600
	Iteration 27Q: 3 clusters Score -8382139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8382139.000000 Penalty: 3593.339600
	Iteration 28F: 3 clusters Score -8382139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (54916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Entering Unmasked Estep 
Score: -7365856.000000 Penalty: 1773.453491
	Iteration 0F: 2 clusters Score -7365856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -7329172.500000 Penalty: 3546.906982
	Iteration 0F: 3 clusters Score -7329172 nChanged 25856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7343806.500000 Penalty: 3546.906982
	Iteration 1F: 3 clusters Score -7343806 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -7344522.500000 Penalty: 3546.906982
	Iteration 2Q: 3 clusters Score -7344522 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -7345734.500000 Penalty: 3546.906982
	Iteration 3F: 3 clusters Score -7345734 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7347949.500000 Penalty: 3546.906982
	Iteration 4F: 3 clusters Score -7347950 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -7351586.500000 Penalty: 3546.906982
	Iteration 5F: 3 clusters Score -7351586 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -7356385.500000 Penalty: 3546.906982
	Iteration 6F: 3 clusters Score -7356386 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -7360452.000000 Penalty: 3546.906982
	Iteration 7F: 3 clusters Score -7360452 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -7362824.500000 Penalty: 3546.906982
	Iteration 8Q: 3 clusters Score -7362824 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -7363764.500000 Penalty: 3546.906982
	Iteration 9Q: 3 clusters Score -7363764 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -7364043.000000 Penalty: 3546.906982
	Iteration 10Q: 3 clusters Score -7364043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -7364131.000000 Penalty: 3546.906982
	Iteration 11Q: 3 clusters Score -7364131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7364169.000000 Penalty: 3546.906982
	Iteration 12Q: 3 clusters Score -7364169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -7364198.000000 Penalty: 3546.906982
	Iteration 13Q: 3 clusters Score -7364198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -7364208.000000 Penalty: 3546.906982
	Iteration 14Q: 3 clusters Score -7364208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -7364208.500000 Penalty: 3546.906982
	Iteration 15Q: 3 clusters Score -7364208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -7364214.000000 Penalty: 3546.906982
	Iteration 16Q: 3 clusters Score -7364214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7364226.000000 Penalty: 3546.906982
	Iteration 17Q: 3 clusters Score -7364226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -7364231.000000 Penalty: 3546.906982
	Iteration 18Q: 3 clusters Score -7364231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -7364233.500000 Penalty: 3546.906982
	Iteration 19Q: 3 clusters Score -7364234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -7364233.500000 Penalty: 3546.906982
	Iteration 20F: 3 clusters Score -7364234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13929.000977 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14043.548828 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14043.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14081.069336 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -14081.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14098.951172 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14098.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14111.403320 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14115.869141 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14115.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14118.141602 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14118.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14118.834961 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -14118.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14118.834961 Penalty: 1754.402954
	Iteration 8F: 3 clusters Score -14118.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48883.183594 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48883.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49079.855469 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49079.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49175.281250 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49175.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49209.953125 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49209.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49236.218750 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49236.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49277.175781 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49277.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49294.390625 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49294.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49296.171875 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49296.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49304.085938 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -49304.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49311.593750 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -49311.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49317.683594 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -49317.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49319.523438 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -49319.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49319.523438 Penalty: 1933.958862
	Iteration 12F: 3 clusters Score -49319.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68968.421875 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68968.42 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69154.578125 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69154.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69203.265625 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69203.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69212.804688 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69218.382812 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69218.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69220.101562 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69221.695312 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69223.218750 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69223.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69224.554688 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69224.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69224.554688 Penalty: 1933.958862
	Iteration 9F: 3 clusters Score -69224.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -48271.234375 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -48271.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47331.789062 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -47331.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47585.105469 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -47585.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47713.281250 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -47713.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47848.523438 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -47848.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47978.285156 Penalty: 1966.163452
	Iteration 4F: 3 clusters Score -47978.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48063.542969 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -48063.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48088.921875 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -48088.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48099.683594 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -48099.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48114.718750 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -48114.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48118.675781 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -48118.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48119.589844 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -48119.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48119.589844 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -48119.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (47899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Entering Unmasked Estep 
Score: -6372096.500000 Penalty: 1751.238037
	Iteration 0F: 2 clusters Score -6372096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -6340088.000000 Penalty: 3502.476074
	Iteration 0F: 3 clusters Score -6340088 nChanged 22537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6352664.000000 Penalty: 3502.476074
	Iteration 1F: 3 clusters Score -6352664 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6353091.000000 Penalty: 3502.476074
	Iteration 2Q: 3 clusters Score -6353091 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6353463.000000 Penalty: 3502.476074
	Iteration 3Q: 3 clusters Score -6353463 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -6353874.500000 Penalty: 3502.476074
	Iteration 4Q: 3 clusters Score -6353874 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6354371.500000 Penalty: 3502.476074
	Iteration 5Q: 3 clusters Score -6354372 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6354959.500000 Penalty: 3502.476074
	Iteration 6Q: 3 clusters Score -6354960 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6355654.500000 Penalty: 3502.476074
	Iteration 7Q: 3 clusters Score -6355654 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -6356562.500000 Penalty: 3502.476074
	Iteration 8Q: 3 clusters Score -6356562 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -6357727.500000 Penalty: 3502.476074
	Iteration 9Q: 3 clusters Score -6357728 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -6359207.500000 Penalty: 3502.476074
	Iteration 10F: 3 clusters Score -6359208 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -6360829.000000 Penalty: 3502.476074
	Iteration 11F: 3 clusters Score -6360829 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6362307.000000 Penalty: 3502.476074
	Iteration 12F: 3 clusters Score -6362307 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6363263.000000 Penalty: 3502.476074
	Iteration 13Q: 3 clusters Score -6363263 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6363705.000000 Penalty: 3502.476074
	Iteration 14Q: 3 clusters Score -6363705 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6363949.500000 Penalty: 3502.476074
	Iteration 15Q: 3 clusters Score -6363950 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6364133.000000 Penalty: 3502.476074
	Iteration 16Q: 3 clusters Score -6364133 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -6364299.500000 Penalty: 3502.476074
	Iteration 17Q: 3 clusters Score -6364300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6364440.000000 Penalty: 3502.476074
	Iteration 18Q: 3 clusters Score -6364440 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -6364545.500000 Penalty: 3502.476074
	Iteration 19Q: 3 clusters Score -6364546 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -6364690.500000 Penalty: 3502.476074
	Iteration 20F: 3 clusters Score -6364690 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -6364799.500000 Penalty: 3502.476074
	Iteration 21Q: 3 clusters Score -6364800 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6364937.500000 Penalty: 3502.476074
	Iteration 22Q: 3 clusters Score -6364938 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -6365020.500000 Penalty: 3502.476074
	Iteration 23Q: 3 clusters Score -6365020 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -6365127.500000 Penalty: 3502.476074
	Iteration 24Q: 3 clusters Score -6365128 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -6365261.000000 Penalty: 3502.476074
	Iteration 25Q: 3 clusters Score -6365261 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -6365344.000000 Penalty: 3502.476074
	Iteration 26Q: 3 clusters Score -6365344 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6365437.000000 Penalty: 3502.476074
	Iteration 27Q: 3 clusters Score -6365437 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -6365524.500000 Penalty: 3502.476074
	Iteration 28Q: 3 clusters Score -6365524 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -6365588.500000 Penalty: 3502.476074
	Iteration 29Q: 3 clusters Score -6365588 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -6365663.500000 Penalty: 3502.476074
	Iteration 30Q: 3 clusters Score -6365664 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -6365745.500000 Penalty: 3502.476074
	Iteration 31Q: 3 clusters Score -6365746 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -6365804.500000 Penalty: 3502.476074
	Iteration 32Q: 3 clusters Score -6365804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -6365847.000000 Penalty: 3502.476074
	Iteration 33Q: 3 clusters Score -6365847 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -6365931.000000 Penalty: 3502.476074
	Iteration 34Q: 3 clusters Score -6365931 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6365969.500000 Penalty: 3502.476074
	Iteration 35Q: 3 clusters Score -6365970 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6365995.500000 Penalty: 3502.476074
	Iteration 36Q: 3 clusters Score -6365996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6366042.500000 Penalty: 3502.476074
	Iteration 37Q: 3 clusters Score -6366042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -6366055.500000 Penalty: 3502.476074
	Iteration 38Q: 3 clusters Score -6366056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6366083.500000 Penalty: 3502.476074
	Iteration 39Q: 3 clusters Score -6366084 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -6366105.500000 Penalty: 3502.476074
	Iteration 40F: 3 clusters Score -6366106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -6366120.500000 Penalty: 3502.476074
	Iteration 41Q: 3 clusters Score -6366120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6366133.000000 Penalty: 3502.476074
	Iteration 42Q: 3 clusters Score -6366133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6366179.500000 Penalty: 3502.476074
	Iteration 43Q: 3 clusters Score -6366180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -6366207.500000 Penalty: 3502.476074
	Iteration 44Q: 3 clusters Score -6366208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -6366216.500000 Penalty: 3502.476074
	Iteration 45Q: 3 clusters Score -6366216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -6366229.000000 Penalty: 3502.476074
	Iteration 46Q: 3 clusters Score -6366229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -6366248.500000 Penalty: 3502.476074
	Iteration 47Q: 3 clusters Score -6366248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -6366251.500000 Penalty: 3502.476074
	Iteration 48Q: 3 clusters Score -6366252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6366253.000000 Penalty: 3502.476074
	Iteration 49Q: 3 clusters Score -6366253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -6366269.500000 Penalty: 3502.476074
	Iteration 50Q: 3 clusters Score -6366270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6366274.000000 Penalty: 3502.476074
	Iteration 51Q: 3 clusters Score -6366274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -6366294.500000 Penalty: 3502.476074
	Iteration 52Q: 3 clusters Score -6366294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -6366300.000000 Penalty: 3502.476074
	Iteration 53Q: 3 clusters Score -6366300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6366330.500000 Penalty: 3502.476074
	Iteration 54Q: 3 clusters Score -6366330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6366332.000000 Penalty: 3502.476074
	Iteration 55Q: 3 clusters Score -6366332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -6366328.500000 Penalty: 3502.476074
	Iteration 56Q: 3 clusters Score -6366328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6366342.500000 Penalty: 3502.476074
	Iteration 57Q: 3 clusters Score -6366342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -6366344.000000 Penalty: 3502.476074
	Iteration 58Q: 3 clusters Score -6366344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6366336.000000 Penalty: 3502.476074
	Iteration 59Q: 3 clusters Score -6366336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -6366349.500000 Penalty: 3502.476074
	Iteration 60F: 3 clusters Score -6366350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6366358.500000 Penalty: 3502.476074
	Iteration 61Q: 3 clusters Score -6366358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6366343.000000 Penalty: 3502.476074
	Iteration 62Q: 3 clusters Score -6366343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -6366349.000000 Penalty: 3502.476074
	Iteration 63Q: 3 clusters Score -6366349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -6366362.000000 Penalty: 3502.476074
	Iteration 64Q: 3 clusters Score -6366362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -6366379.000000 Penalty: 3502.476074
	Iteration 65Q: 3 clusters Score -6366379 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6366380.500000 Penalty: 3502.476074
	Iteration 66Q: 3 clusters Score -6366380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -6366384.000000 Penalty: 3502.476074
	Iteration 67Q: 3 clusters Score -6366384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -6366382.500000 Penalty: 3502.476074
	Iteration 68Q: 3 clusters Score -6366382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -6366387.500000 Penalty: 3502.476074
	Iteration 69Q: 3 clusters Score -6366388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -6366397.000000 Penalty: 3502.476074
	Iteration 70Q: 3 clusters Score -6366397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -6366396.500000 Penalty: 3502.476074
	Iteration 71Q: 3 clusters Score -6366396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6366392.000000 Penalty: 3502.476074
	Iteration 72Q: 3 clusters Score -6366392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -6366393.500000 Penalty: 3502.476074
	Iteration 73Q: 3 clusters Score -6366394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -6366397.500000 Penalty: 3502.476074
	Iteration 74Q: 3 clusters Score -6366398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6366415.500000 Penalty: 3502.476074
	Iteration 75Q: 3 clusters Score -6366416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -6366419.000000 Penalty: 3502.476074
	Iteration 76Q: 3 clusters Score -6366419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6366408.000000 Penalty: 3502.476074
	Iteration 77Q: 3 clusters Score -6366408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6366403.500000 Penalty: 3502.476074
	Iteration 78Q: 3 clusters Score -6366404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -6366407.000000 Penalty: 3502.476074
	Iteration 79Q: 3 clusters Score -6366407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -6366435.500000 Penalty: 3502.476074
	Iteration 80F: 3 clusters Score -6366436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -6366449.000000 Penalty: 3502.476074
	Iteration 81Q: 3 clusters Score -6366449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -6366448.000000 Penalty: 3502.476074
	Iteration 82Q: 3 clusters Score -6366448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -6366454.000000 Penalty: 3502.476074
	Iteration 83Q: 3 clusters Score -6366454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -6366470.000000 Penalty: 3502.476074
	Iteration 84Q: 3 clusters Score -6366470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6366469.500000 Penalty: 3502.476074
	Iteration 85Q: 3 clusters Score -6366470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -6366457.500000 Penalty: 3502.476074
	Iteration 86Q: 3 clusters Score -6366458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -6366443.500000 Penalty: 3502.476074
	Iteration 87Q: 3 clusters Score -6366444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6366465.500000 Penalty: 3502.476074
	Iteration 88Q: 3 clusters Score -6366466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -6366477.000000 Penalty: 3502.476074
	Iteration 89Q: 3 clusters Score -6366477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6366485.000000 Penalty: 3502.476074
	Iteration 90Q: 3 clusters Score -6366485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -6366493.000000 Penalty: 3502.476074
	Iteration 91Q: 3 clusters Score -6366493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -6366495.500000 Penalty: 3502.476074
	Iteration 92Q: 3 clusters Score -6366496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -6366510.000000 Penalty: 3502.476074
	Iteration 93Q: 3 clusters Score -6366510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -6366534.000000 Penalty: 3502.476074
	Iteration 94Q: 3 clusters Score -6366534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -6366541.500000 Penalty: 3502.476074
	Iteration 95Q: 3 clusters Score -6366542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -6366545.500000 Penalty: 3502.476074
	Iteration 96Q: 3 clusters Score -6366546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6366543.000000 Penalty: 3502.476074
	Iteration 97Q: 3 clusters Score -6366543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6366554.500000 Penalty: 3502.476074
	Iteration 98Q: 3 clusters Score -6366554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6366570.000000 Penalty: 3502.476074
	Iteration 99Q: 3 clusters Score -6366570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6366588.500000 Penalty: 3502.476074
	Iteration 100F: 3 clusters Score -6366588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -6366633.500000 Penalty: 3502.476074
	Iteration 101Q: 3 clusters Score -6366634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6366644.000000 Penalty: 3502.476074
	Iteration 102Q: 3 clusters Score -6366644 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -6366645.000000 Penalty: 3502.476074
	Iteration 103Q: 3 clusters Score -6366645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -6366673.500000 Penalty: 3502.476074
	Iteration 104Q: 3 clusters Score -6366674 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6366696.000000 Penalty: 3502.476074
	Iteration 105Q: 3 clusters Score -6366696 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -6366702.500000 Penalty: 3502.476074
	Iteration 106Q: 3 clusters Score -6366702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -6366724.500000 Penalty: 3502.476074
	Iteration 107Q: 3 clusters Score -6366724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6366731.000000 Penalty: 3502.476074
	Iteration 108Q: 3 clusters Score -6366731 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6366782.000000 Penalty: 3502.476074
	Iteration 109Q: 3 clusters Score -6366782 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6366794.000000 Penalty: 3502.476074
	Iteration 110Q: 3 clusters Score -6366794 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6366834.000000 Penalty: 3502.476074
	Iteration 111Q: 3 clusters Score -6366834 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -6366843.500000 Penalty: 3502.476074
	Iteration 112Q: 3 clusters Score -6366844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6366855.500000 Penalty: 3502.476074
	Iteration 113Q: 3 clusters Score -6366856 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6366884.500000 Penalty: 3502.476074
	Iteration 114Q: 3 clusters Score -6366884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6366906.000000 Penalty: 3502.476074
	Iteration 115Q: 3 clusters Score -6366906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6366942.500000 Penalty: 3502.476074
	Iteration 116Q: 3 clusters Score -6366942 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6367000.500000 Penalty: 3502.476074
	Iteration 117Q: 3 clusters Score -6367000 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6367045.500000 Penalty: 3502.476074
	Iteration 118Q: 3 clusters Score -6367046 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6367072.500000 Penalty: 3502.476074
	Iteration 119Q: 3 clusters Score -6367072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6367112.000000 Penalty: 3502.476074
	Iteration 120F: 3 clusters Score -6367112 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6367157.000000 Penalty: 3502.476074
	Iteration 121Q: 3 clusters Score -6367157 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6367203.000000 Penalty: 3502.476074
	Iteration 122Q: 3 clusters Score -6367203 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6367233.000000 Penalty: 3502.476074
	Iteration 123Q: 3 clusters Score -6367233 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6367260.500000 Penalty: 3502.476074
	Iteration 124Q: 3 clusters Score -6367260 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6367304.000000 Penalty: 3502.476074
	Iteration 125Q: 3 clusters Score -6367304 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6367352.500000 Penalty: 3502.476074
	Iteration 126Q: 3 clusters Score -6367352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6367373.000000 Penalty: 3502.476074
	Iteration 127Q: 3 clusters Score -6367373 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -6367405.500000 Penalty: 3502.476074
	Iteration 128Q: 3 clusters Score -6367406 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -6367465.500000 Penalty: 3502.476074
	Iteration 129Q: 3 clusters Score -6367466 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6367519.000000 Penalty: 3502.476074
	Iteration 130Q: 3 clusters Score -6367519 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6367559.500000 Penalty: 3502.476074
	Iteration 131Q: 3 clusters Score -6367560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6367621.500000 Penalty: 3502.476074
	Iteration 132Q: 3 clusters Score -6367622 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6367652.500000 Penalty: 3502.476074
	Iteration 133Q: 3 clusters Score -6367652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -6367702.000000 Penalty: 3502.476074
	Iteration 134Q: 3 clusters Score -6367702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -6367718.000000 Penalty: 3502.476074
	Iteration 135Q: 3 clusters Score -6367718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -6367769.500000 Penalty: 3502.476074
	Iteration 136Q: 3 clusters Score -6367770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6367786.000000 Penalty: 3502.476074
	Iteration 137Q: 3 clusters Score -6367786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6367798.000000 Penalty: 3502.476074
	Iteration 138Q: 3 clusters Score -6367798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -6367806.000000 Penalty: 3502.476074
	Iteration 139Q: 3 clusters Score -6367806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6367843.500000 Penalty: 3502.476074
	Iteration 140F: 3 clusters Score -6367844 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -6367860.500000 Penalty: 3502.476074
	Iteration 141Q: 3 clusters Score -6367860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6367873.500000 Penalty: 3502.476074
	Iteration 142Q: 3 clusters Score -6367874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -6367880.500000 Penalty: 3502.476074
	Iteration 143Q: 3 clusters Score -6367880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -6367902.500000 Penalty: 3502.476074
	Iteration 144Q: 3 clusters Score -6367902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -6367903.500000 Penalty: 3502.476074
	Iteration 145Q: 3 clusters Score -6367904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -6367932.000000 Penalty: 3502.476074
	Iteration 146Q: 3 clusters Score -6367932 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -6367960.500000 Penalty: 3502.476074
	Iteration 147Q: 3 clusters Score -6367960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -6367958.000000 Penalty: 3502.476074
	Iteration 148Q: 3 clusters Score -6367958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6367963.000000 Penalty: 3502.476074
	Iteration 149Q: 3 clusters Score -6367963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -6367973.000000 Penalty: 3502.476074
	Iteration 150Q: 3 clusters Score -6367973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -6367951.000000 Penalty: 3502.476074
	Iteration 151Q: 3 clusters Score -6367951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6367965.500000 Penalty: 3502.476074
	Iteration 152Q: 3 clusters Score -6367966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -6367969.000000 Penalty: 3502.476074
	Iteration 153Q: 3 clusters Score -6367969 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6367988.000000 Penalty: 3502.476074
	Iteration 154Q: 3 clusters Score -6367988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6367986.500000 Penalty: 3502.476074
	Iteration 155Q: 3 clusters Score -6367986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -6368008.000000 Penalty: 3502.476074
	Iteration 156Q: 3 clusters Score -6368008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -6368004.000000 Penalty: 3502.476074
	Iteration 157Q: 3 clusters Score -6368004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6368032.000000 Penalty: 3502.476074
	Iteration 158Q: 3 clusters Score -6368032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -6368035.000000 Penalty: 3502.476074
	Iteration 159Q: 3 clusters Score -6368035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -6368055.000000 Penalty: 3502.476074
	Iteration 160F: 3 clusters Score -6368055 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -6368060.500000 Penalty: 3502.476074
	Iteration 161Q: 3 clusters Score -6368060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -6368080.000000 Penalty: 3502.476074
	Iteration 162Q: 3 clusters Score -6368080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6368097.500000 Penalty: 3502.476074
	Iteration 163Q: 3 clusters Score -6368098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6368107.500000 Penalty: 3502.476074
	Iteration 164Q: 3 clusters Score -6368108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6368094.500000 Penalty: 3502.476074
	Iteration 165Q: 3 clusters Score -6368094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -6368114.500000 Penalty: 3502.476074
	Iteration 166Q: 3 clusters Score -6368114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6368112.500000 Penalty: 3502.476074
	Iteration 167Q: 3 clusters Score -6368112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -6368170.000000 Penalty: 3502.476074
	Iteration 168Q: 3 clusters Score -6368170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -6368181.000000 Penalty: 3502.476074
	Iteration 169Q: 3 clusters Score -6368181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -6368205.500000 Penalty: 3502.476074
	Iteration 170Q: 3 clusters Score -6368206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6368210.500000 Penalty: 3502.476074
	Iteration 171Q: 3 clusters Score -6368210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -6368234.500000 Penalty: 3502.476074
	Iteration 172Q: 3 clusters Score -6368234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -6368250.500000 Penalty: 3502.476074
	Iteration 173Q: 3 clusters Score -6368250 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -6368273.000000 Penalty: 3502.476074
	Iteration 174Q: 3 clusters Score -6368273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -6368267.500000 Penalty: 3502.476074
	Iteration 175Q: 3 clusters Score -6368268 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -6368301.000000 Penalty: 3502.476074
	Iteration 176Q: 3 clusters Score -6368301 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6368327.500000 Penalty: 3502.476074
	Iteration 177Q: 3 clusters Score -6368328 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -6368351.000000 Penalty: 3502.476074
	Iteration 178Q: 3 clusters Score -6368351 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -6368378.500000 Penalty: 3502.476074
	Iteration 179Q: 3 clusters Score -6368378 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -6368401.500000 Penalty: 3502.476074
	Iteration 180F: 3 clusters Score -6368402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -6368415.000000 Penalty: 3502.476074
	Iteration 181Q: 3 clusters Score -6368415 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -6368445.000000 Penalty: 3502.476074
	Iteration 182Q: 3 clusters Score -6368445 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -6368489.500000 Penalty: 3502.476074
	Iteration 183Q: 3 clusters Score -6368490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -6368491.000000 Penalty: 3502.476074
	Iteration 184Q: 3 clusters Score -6368491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6368520.500000 Penalty: 3502.476074
	Iteration 185Q: 3 clusters Score -6368520 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -6368534.000000 Penalty: 3502.476074
	Iteration 186Q: 3 clusters Score -6368534 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -6368562.500000 Penalty: 3502.476074
	Iteration 187Q: 3 clusters Score -6368562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -6368584.000000 Penalty: 3502.476074
	Iteration 188Q: 3 clusters Score -6368584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -6368604.000000 Penalty: 3502.476074
	Iteration 189Q: 3 clusters Score -6368604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -6368649.500000 Penalty: 3502.476074
	Iteration 190Q: 3 clusters Score -6368650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -6368674.000000 Penalty: 3502.476074
	Iteration 191Q: 3 clusters Score -6368674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6368699.500000 Penalty: 3502.476074
	Iteration 192Q: 3 clusters Score -6368700 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -6368741.500000 Penalty: 3502.476074
	Iteration 193Q: 3 clusters Score -6368742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -6368742.000000 Penalty: 3502.476074
	Iteration 194Q: 3 clusters Score -6368742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -6368766.000000 Penalty: 3502.476074
	Iteration 195Q: 3 clusters Score -6368766 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6368790.000000 Penalty: 3502.476074
	Iteration 196Q: 3 clusters Score -6368790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6368819.500000 Penalty: 3502.476074
	Iteration 197Q: 3 clusters Score -6368820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -6368844.500000 Penalty: 3502.476074
	Iteration 198Q: 3 clusters Score -6368844 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6368887.000000 Penalty: 3502.476074
	Iteration 199Q: 3 clusters Score -6368887 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -6368916.500000 Penalty: 3502.476074
	Iteration 200F: 3 clusters Score -6368916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -6368930.500000 Penalty: 3502.476074
	Iteration 201Q: 3 clusters Score -6368930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -6368952.500000 Penalty: 3502.476074
	Iteration 202Q: 3 clusters Score -6368952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -6368963.000000 Penalty: 3502.476074
	Iteration 203Q: 3 clusters Score -6368963 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6368982.500000 Penalty: 3502.476074
	Iteration 204Q: 3 clusters Score -6368982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -6368976.000000 Penalty: 3502.476074
	Iteration 205Q: 3 clusters Score -6368976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6369001.000000 Penalty: 3502.476074
	Iteration 206Q: 3 clusters Score -6369001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6369022.500000 Penalty: 3502.476074
	Iteration 207Q: 3 clusters Score -6369022 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -6369041.000000 Penalty: 3502.476074
	Iteration 208Q: 3 clusters Score -6369041 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -6369074.000000 Penalty: 3502.476074
	Iteration 209Q: 3 clusters Score -6369074 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -6369116.500000 Penalty: 3502.476074
	Iteration 210Q: 3 clusters Score -6369116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -6369166.000000 Penalty: 3502.476074
	Iteration 211Q: 3 clusters Score -6369166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -6369222.500000 Penalty: 3502.476074
	Iteration 212Q: 3 clusters Score -6369222 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -6369240.500000 Penalty: 3502.476074
	Iteration 213Q: 3 clusters Score -6369240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -6369277.000000 Penalty: 3502.476074
	Iteration 214Q: 3 clusters Score -6369277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6369305.500000 Penalty: 3502.476074
	Iteration 215Q: 3 clusters Score -6369306 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -6369332.000000 Penalty: 3502.476074
	Iteration 216Q: 3 clusters Score -6369332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -6369381.000000 Penalty: 3502.476074
	Iteration 217Q: 3 clusters Score -6369381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6369395.000000 Penalty: 3502.476074
	Iteration 218Q: 3 clusters Score -6369395 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6369428.000000 Penalty: 3502.476074
	Iteration 219Q: 3 clusters Score -6369428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -6369462.500000 Penalty: 3502.476074
	Iteration 220F: 3 clusters Score -6369462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6369517.000000 Penalty: 3502.476074
	Iteration 221Q: 3 clusters Score -6369517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6369548.500000 Penalty: 3502.476074
	Iteration 222Q: 3 clusters Score -6369548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -6369624.000000 Penalty: 3502.476074
	Iteration 223Q: 3 clusters Score -6369624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6369663.500000 Penalty: 3502.476074
	Iteration 224Q: 3 clusters Score -6369664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6369701.500000 Penalty: 3502.476074
	Iteration 225Q: 3 clusters Score -6369702 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6369729.500000 Penalty: 3502.476074
	Iteration 226Q: 3 clusters Score -6369730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -6369733.000000 Penalty: 3502.476074
	Iteration 227Q: 3 clusters Score -6369733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -6369750.000000 Penalty: 3502.476074
	Iteration 228Q: 3 clusters Score -6369750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -6369797.000000 Penalty: 3502.476074
	Iteration 229Q: 3 clusters Score -6369797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -6369855.000000 Penalty: 3502.476074
	Iteration 230Q: 3 clusters Score -6369855 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6369916.500000 Penalty: 3502.476074
	Iteration 231Q: 3 clusters Score -6369916 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6369979.000000 Penalty: 3502.476074
	Iteration 232Q: 3 clusters Score -6369979 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6370050.500000 Penalty: 3502.476074
	Iteration 233Q: 3 clusters Score -6370050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6370101.000000 Penalty: 3502.476074
	Iteration 234Q: 3 clusters Score -6370101 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6370151.000000 Penalty: 3502.476074
	Iteration 235Q: 3 clusters Score -6370151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -6370188.500000 Penalty: 3502.476074
	Iteration 236Q: 3 clusters Score -6370188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6370243.000000 Penalty: 3502.476074
	Iteration 237Q: 3 clusters Score -6370243 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6370271.500000 Penalty: 3502.476074
	Iteration 238Q: 3 clusters Score -6370272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6370292.000000 Penalty: 3502.476074
	Iteration 239Q: 3 clusters Score -6370292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6370310.500000 Penalty: 3502.476074
	Iteration 240F: 3 clusters Score -6370310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6370337.500000 Penalty: 3502.476074
	Iteration 241Q: 3 clusters Score -6370338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6370353.000000 Penalty: 3502.476074
	Iteration 242Q: 3 clusters Score -6370353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6370368.500000 Penalty: 3502.476074
	Iteration 243Q: 3 clusters Score -6370368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -6370385.000000 Penalty: 3502.476074
	Iteration 244Q: 3 clusters Score -6370385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -6370398.000000 Penalty: 3502.476074
	Iteration 245Q: 3 clusters Score -6370398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6370411.500000 Penalty: 3502.476074
	Iteration 246Q: 3 clusters Score -6370412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6370424.000000 Penalty: 3502.476074
	Iteration 247Q: 3 clusters Score -6370424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -6370426.500000 Penalty: 3502.476074
	Iteration 248Q: 3 clusters Score -6370426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -6370430.500000 Penalty: 3502.476074
	Iteration 249Q: 3 clusters Score -6370430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6370447.000000 Penalty: 3502.476074
	Iteration 250Q: 3 clusters Score -6370447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6370450.500000 Penalty: 3502.476074
	Iteration 251Q: 3 clusters Score -6370450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6370457.500000 Penalty: 3502.476074
	Iteration 252Q: 3 clusters Score -6370458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -6370463.000000 Penalty: 3502.476074
	Iteration 253Q: 3 clusters Score -6370463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -6370470.000000 Penalty: 3502.476074
	Iteration 254Q: 3 clusters Score -6370470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6370489.000000 Penalty: 3502.476074
	Iteration 255Q: 3 clusters Score -6370489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6370489.500000 Penalty: 3502.476074
	Iteration 256Q: 3 clusters Score -6370490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6370496.500000 Penalty: 3502.476074
	Iteration 257Q: 3 clusters Score -6370496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6370494.000000 Penalty: 3502.476074
	Iteration 258Q: 3 clusters Score -6370494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6370494.500000 Penalty: 3502.476074
	Iteration 259Q: 3 clusters Score -6370494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -6370500.000000 Penalty: 3502.476074
	Iteration 260F: 3 clusters Score -6370500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6370499.000000 Penalty: 3502.476074
	Iteration 261Q: 3 clusters Score -6370499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6370491.500000 Penalty: 3502.476074
	Iteration 262Q: 3 clusters Score -6370492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6370490.500000 Penalty: 3502.476074
	Iteration 263Q: 3 clusters Score -6370490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -6370497.000000 Penalty: 3502.476074
	Iteration 264Q: 3 clusters Score -6370497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -6370495.000000 Penalty: 3502.476074
	Iteration 265Q: 3 clusters Score -6370495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -6370495.000000 Penalty: 3502.476074
	Iteration 266Q: 3 clusters Score -6370495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -6370497.500000 Penalty: 3502.476074
	Iteration 267Q: 3 clusters Score -6370498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6370501.500000 Penalty: 3502.476074
	Iteration 268Q: 3 clusters Score -6370502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6370501.500000 Penalty: 3502.476074
	Iteration 269F: 3 clusters Score -6370502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -51341.015625 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -51341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50366.535156 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -50366.54 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50537.027344 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -50537.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50579.207031 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -50579.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50618.902344 Penalty: 1994.761353
	Iteration 3Q: 3 clusters Score -50618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50692.972656 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -50692.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50735.503906 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -50735.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50771.785156 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -50771.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50807.109375 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -50807.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50832.972656 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -50832.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50843.222656 Penalty: 1994.761353
	Iteration 9Q: 3 clusters Score -50843.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50853.269531 Penalty: 1994.761353
	Iteration 10Q: 3 clusters Score -50853.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50863.742188 Penalty: 1994.761353
	Iteration 11Q: 3 clusters Score -50863.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50866.898438 Penalty: 1994.761353
	Iteration 12Q: 3 clusters Score -50866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50871.527344 Penalty: 1994.761353
	Iteration 13Q: 3 clusters Score -50871.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50872.675781 Penalty: 1994.761353
	Iteration 14Q: 3 clusters Score -50872.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50872.675781 Penalty: 1994.761353
	Iteration 15F: 3 clusters Score -50872.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19148.406250 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19148.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19274.041016 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19274.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19359.724609 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19359.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19400.457031 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19400.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19410.396484 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19413.712891 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19413.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19413.712891 Penalty: 1800.910645
	Iteration 6F: 3 clusters Score -19413.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -161040.812500 Penalty: 1134.262329
	Iteration 0F: 2 clusters Score -161040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159601.218750 Penalty: 2268.524658
	Iteration 0F: 3 clusters Score -159601.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159955.109375 Penalty: 2268.524658
	Iteration 1F: 3 clusters Score -159955.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160094.265625 Penalty: 2268.524658
	Iteration 2F: 3 clusters Score -160094.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160183.578125 Penalty: 2268.524658
	Iteration 3F: 3 clusters Score -160183.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160262.125000 Penalty: 2268.524658
	Iteration 4Q: 3 clusters Score -160262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160318.734375 Penalty: 2268.524658
	Iteration 5Q: 3 clusters Score -160318.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160351.312500 Penalty: 2268.524658
	Iteration 6Q: 3 clusters Score -160351.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160377.406250 Penalty: 2268.524658
	Iteration 7Q: 3 clusters Score -160377.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -160403.484375 Penalty: 2268.524658
	Iteration 8Q: 3 clusters Score -160403.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160427.906250 Penalty: 2268.524658
	Iteration 9Q: 3 clusters Score -160427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160452.421875 Penalty: 2268.524658
	Iteration 10Q: 3 clusters Score -160452.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160462.109375 Penalty: 2268.524658
	Iteration 11Q: 3 clusters Score -160462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160468.359375 Penalty: 2268.524658
	Iteration 12Q: 3 clusters Score -160468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160471.671875 Penalty: 2268.524658
	Iteration 13Q: 3 clusters Score -160471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160472.328125 Penalty: 2268.524658
	Iteration 14Q: 3 clusters Score -160472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -160475.484375 Penalty: 2268.524658
	Iteration 15Q: 3 clusters Score -160475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160477.578125 Penalty: 2268.524658
	Iteration 16Q: 3 clusters Score -160477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160477.578125 Penalty: 2268.524658
	Iteration 17F: 3 clusters Score -160477.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209557.937500 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209557.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209873.906250 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209873.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209958.640625 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209958.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -210000.125000 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -210000.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210033.781250 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -210033.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -210051.484375 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210051.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210068.296875 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210086.234375 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210101.687500 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210101.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210117.984375 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210126.890625 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210135.109375 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210142.312500 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210147.140625 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210149.250000 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210153.500000 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210157.609375 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210157.937500 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210157.937500 Penalty: 2333.275146
	Iteration 18F: 3 clusters Score -210157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63228 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18661 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 71970 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 55368 members 
Mstep: Class 31 contains 9239 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29198 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63350 members 
Mstep: Class 41 contains 54916 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47899 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996552.000000 Penalty: 106718.789062
Iteration 279Q: 50 clusters Score -8.599655e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30905 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22377 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41396 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 19201 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63480 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18646 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43613 members 
Mstep: Class 28 contains 71978 members 
Mstep: Class 29 contains 26463 members 
Mstep: Class 30 contains 56085 members 
Mstep: Class 31 contains 9237 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29225 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63340 members 
Mstep: Class 41 contains 55411 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 47094 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997152.000000 Penalty: 106718.789062
Iteration 280F: 50 clusters Score -8.599715e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30869 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22377 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41364 members 
Mstep: Class 10 contains 8870 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63694 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18637 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43562 members 
Mstep: Class 28 contains 71890 members 
Mstep: Class 29 contains 25980 members 
Mstep: Class 30 contains 57079 members 
Mstep: Class 31 contains 9236 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29231 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63306 members 
Mstep: Class 41 contains 55873 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 46197 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997456.000000 Penalty: 106718.789062
Iteration 281Q: 50 clusters Score -8.599746e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30847 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41319 members 
Mstep: Class 10 contains 8872 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 19123 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63874 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18619 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43509 members 
Mstep: Class 28 contains 71988 members 
Mstep: Class 29 contains 25479 members 
Mstep: Class 30 contains 58010 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29223 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63285 members 
Mstep: Class 41 contains 56378 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 45204 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997872.000000 Penalty: 106718.789062
Iteration 282Q: 50 clusters Score -8.599787e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 30823 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41270 members 
Mstep: Class 10 contains 8874 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 19091 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64022 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18596 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43457 members 
Mstep: Class 28 contains 72000 members 
Mstep: Class 29 contains 24951 members 
Mstep: Class 30 contains 59037 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29212 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63254 members 
Mstep: Class 41 contains 56980 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 44165 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997952.000000 Penalty: 106718.789062
Iteration 283Q: 50 clusters Score -8.599795e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30785 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22370 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41167 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 19042 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64160 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18586 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43400 members 
Mstep: Class 28 contains 71982 members 
Mstep: Class 29 contains 24405 members 
Mstep: Class 30 contains 60181 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29176 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63225 members 
Mstep: Class 41 contains 57627 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 43112 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998280.000000 Penalty: 106718.789062
Iteration 284Q: 50 clusters Score -8.599828e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30744 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22390 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41051 members 
Mstep: Class 10 contains 8882 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64238 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 18579 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43315 members 
Mstep: Class 28 contains 71885 members 
Mstep: Class 29 contains 23795 members 
Mstep: Class 30 contains 61461 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29153 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63178 members 
Mstep: Class 41 contains 58313 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 42117 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998360.000000 Penalty: 106718.789062
Iteration 285Q: 50 clusters Score -8.599836e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30690 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22409 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40938 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18955 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64259 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18573 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43238 members 
Mstep: Class 28 contains 71705 members 
Mstep: Class 29 contains 23194 members 
Mstep: Class 30 contains 62793 members 
Mstep: Class 31 contains 9231 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29122 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63144 members 
Mstep: Class 41 contains 59052 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 41148 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998576.000000 Penalty: 106718.789062
Iteration 286Q: 50 clusters Score -8.599858e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30598 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22427 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40769 members 
Mstep: Class 10 contains 8858 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 18903 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64261 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18573 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43158 members 
Mstep: Class 28 contains 71628 members 
Mstep: Class 29 contains 22567 members 
Mstep: Class 30 contains 64134 members 
Mstep: Class 31 contains 9224 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29122 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63114 members 
Mstep: Class 41 contains 59851 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 40144 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999048.000000 Penalty: 106718.789062
Iteration 287Q: 50 clusters Score -8.599905e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30494 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22440 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40570 members 
Mstep: Class 10 contains 8828 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 64107 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18586 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43091 members 
Mstep: Class 28 contains 71482 members 
Mstep: Class 29 contains 21982 members 
Mstep: Class 30 contains 65615 members 
Mstep: Class 31 contains 9223 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29123 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63074 members 
Mstep: Class 41 contains 60712 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 39145 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999376.000000 Penalty: 106718.789062
Iteration 288Q: 50 clusters Score -8.599938e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30402 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40366 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18797 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63781 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 18606 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42989 members 
Mstep: Class 28 contains 71290 members 
Mstep: Class 29 contains 21439 members 
Mstep: Class 30 contains 67216 members 
Mstep: Class 31 contains 9219 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29121 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63036 members 
Mstep: Class 41 contains 61656 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 38134 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999272.000000 Penalty: 106718.789062
Iteration 289Q: 50 clusters Score -8.599927e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30288 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22483 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 8788 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18736 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63406 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11696 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 18590 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42931 members 
Mstep: Class 28 contains 71117 members 
Mstep: Class 29 contains 20989 members 
Mstep: Class 30 contains 68857 members 
Mstep: Class 31 contains 9218 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29102 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62992 members 
Mstep: Class 41 contains 62586 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 37094 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999112.000000 Penalty: 106718.789062
Iteration 290Q: 50 clusters Score -8.599911e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 30126 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39936 members 
Mstep: Class 10 contains 8776 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18649 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 63017 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18588 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42912 members 
Mstep: Class 28 contains 70934 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 70434 members 
Mstep: Class 31 contains 9217 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2299 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29106 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62954 members 
Mstep: Class 41 contains 63514 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 36060 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999072.000000 Penalty: 106718.789062
Iteration 291Q: 50 clusters Score -8.599907e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29963 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22520 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39726 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18585 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 62635 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 18566 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42924 members 
Mstep: Class 28 contains 70720 members 
Mstep: Class 29 contains 20267 members 
Mstep: Class 30 contains 72036 members 
Mstep: Class 31 contains 9217 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29095 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62923 members 
Mstep: Class 41 contains 64336 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 35054 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999072.000000 Penalty: 106718.789062
Iteration 292Q: 50 clusters Score -8.599907e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29777 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22552 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39497 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18530 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 62337 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 18552 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42925 members 
Mstep: Class 28 contains 70455 members 
Mstep: Class 29 contains 19954 members 
Mstep: Class 30 contains 73566 members 
Mstep: Class 31 contains 9216 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29097 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62891 members 
Mstep: Class 41 contains 65150 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 34063 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998496.000000 Penalty: 106718.789062
Iteration 293Q: 50 clusters Score -8.59985e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29617 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39287 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18484 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 62042 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18545 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42937 members 
Mstep: Class 28 contains 70276 members 
Mstep: Class 29 contains 19665 members 
Mstep: Class 30 contains 74944 members 
Mstep: Class 31 contains 9210 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2308 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29099 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62863 members 
Mstep: Class 41 contains 65911 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 33101 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998136.000000 Penalty: 106718.789062
Iteration 294Q: 50 clusters Score -8.599814e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 29471 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39034 members 
Mstep: Class 10 contains 8778 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18408 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 61784 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18529 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42961 members 
Mstep: Class 28 contains 70160 members 
Mstep: Class 29 contains 19406 members 
Mstep: Class 30 contains 76259 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2311 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29083 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62835 members 
Mstep: Class 41 contains 66630 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 32171 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998160.000000 Penalty: 106718.789062
Iteration 295Q: 50 clusters Score -8.599816e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29328 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38785 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18354 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 61477 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42994 members 
Mstep: Class 28 contains 70083 members 
Mstep: Class 29 contains 19156 members 
Mstep: Class 30 contains 77514 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2312 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29072 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62812 members 
Mstep: Class 41 contains 67347 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 31249 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997880.000000 Penalty: 106718.789062
Iteration 296Q: 50 clusters Score -8.599788e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29178 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22633 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18302 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 61132 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18535 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42995 members 
Mstep: Class 28 contains 70124 members 
Mstep: Class 29 contains 18945 members 
Mstep: Class 30 contains 78725 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29076 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62791 members 
Mstep: Class 41 contains 67995 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 30364 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997448.000000 Penalty: 106718.789062
Iteration 297Q: 50 clusters Score -8.599745e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 29059 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22655 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38317 members 
Mstep: Class 10 contains 8793 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18289 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 60731 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42972 members 
Mstep: Class 28 contains 70140 members 
Mstep: Class 29 contains 18777 members 
Mstep: Class 30 contains 79910 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29067 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62764 members 
Mstep: Class 41 contains 68646 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 29470 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996400.000000 Penalty: 106718.789062
Iteration 298Q: 50 clusters Score -8.59964e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28947 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22683 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38068 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 60313 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42987 members 
Mstep: Class 28 contains 70112 members 
Mstep: Class 29 contains 18654 members 
Mstep: Class 30 contains 80985 members 
Mstep: Class 31 contains 9207 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2314 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29055 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62749 members 
Mstep: Class 41 contains 69311 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 28661 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995832.000000 Penalty: 106718.789062
Iteration 299Q: 50 clusters Score -8.599583e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28836 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22700 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37834 members 
Mstep: Class 10 contains 8792 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 59785 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43035 members 
Mstep: Class 28 contains 70048 members 
Mstep: Class 29 contains 18596 members 
Mstep: Class 30 contains 81965 members 
Mstep: Class 31 contains 9202 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2314 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29066 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62741 members 
Mstep: Class 41 contains 70019 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 27922 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995616.000000 Penalty: 106718.789062
Iteration 300F: 50 clusters Score -8.599562e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28732 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22722 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37613 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 59243 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 18566 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43099 members 
Mstep: Class 28 contains 69414 members 
Mstep: Class 29 contains 18570 members 
Mstep: Class 30 contains 83389 members 
Mstep: Class 31 contains 9200 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29063 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62756 members 
Mstep: Class 41 contains 70782 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 27195 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994416.000000 Penalty: 106718.789062
Iteration 301Q: 50 clusters Score -8.599442e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28640 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37390 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 58779 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11653 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18578 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43196 members 
Mstep: Class 28 contains 68743 members 
Mstep: Class 29 contains 18585 members 
Mstep: Class 30 contains 84585 members 
Mstep: Class 31 contains 9198 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2312 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29082 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62785 members 
Mstep: Class 41 contains 71526 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 26536 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994280.000000 Penalty: 106718.789062
Iteration 302Q: 50 clusters Score -8.599428e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28579 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22784 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 58339 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18591 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43295 members 
Mstep: Class 28 contains 68093 members 
Mstep: Class 29 contains 18629 members 
Mstep: Class 30 contains 85637 members 
Mstep: Class 31 contains 9194 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2316 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29117 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62829 members 
Mstep: Class 41 contains 72188 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 25927 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992960.000000 Penalty: 106718.789062
Iteration 303Q: 50 clusters Score -8.599296e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 28554 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22806 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 57932 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18609 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43423 members 
Mstep: Class 28 contains 67461 members 
Mstep: Class 29 contains 18703 members 
Mstep: Class 30 contains 86519 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29158 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62891 members 
Mstep: Class 41 contains 72775 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 25333 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992384.000000 Penalty: 106718.789062
Iteration 304Q: 50 clusters Score -8.599238e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 28532 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22825 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 8793 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18163 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 57511 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43570 members 
Mstep: Class 28 contains 66902 members 
Mstep: Class 29 contains 18774 members 
Mstep: Class 30 contains 87280 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2322 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29201 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62940 members 
Mstep: Class 41 contains 73371 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 24740 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991368.000000 Penalty: 106718.789062
Iteration 305Q: 50 clusters Score -8.599137e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28554 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36913 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18163 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 57150 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18628 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43735 members 
Mstep: Class 28 contains 66374 members 
Mstep: Class 29 contains 18851 members 
Mstep: Class 30 contains 87864 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2324 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29230 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63004 members 
Mstep: Class 41 contains 73929 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 24197 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990648.000000 Penalty: 106718.789062
Iteration 306Q: 50 clusters Score -8.599065e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28593 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36879 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18177 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 56765 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11617 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18639 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43912 members 
Mstep: Class 28 contains 65852 members 
Mstep: Class 29 contains 18939 members 
Mstep: Class 30 contains 88348 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29256 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63068 members 
Mstep: Class 41 contains 74467 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 23686 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990032.000000 Penalty: 106718.789062
Iteration 307Q: 50 clusters Score -8.599003e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28609 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22906 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36897 members 
Mstep: Class 10 contains 8764 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18177 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 56455 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18638 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44099 members 
Mstep: Class 28 contains 65276 members 
Mstep: Class 29 contains 19022 members 
Mstep: Class 30 contains 88778 members 
Mstep: Class 31 contains 9188 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29277 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63122 members 
Mstep: Class 41 contains 74967 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 23237 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989272.000000 Penalty: 106718.789062
Iteration 308Q: 50 clusters Score -8.598927e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22942 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36919 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 56211 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18653 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44301 members 
Mstep: Class 28 contains 64621 members 
Mstep: Class 29 contains 19094 members 
Mstep: Class 30 contains 89183 members 
Mstep: Class 31 contains 9189 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29285 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63181 members 
Mstep: Class 41 contains 75434 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22838 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988216.000000 Penalty: 106718.789062
Iteration 309Q: 50 clusters Score -8.598822e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28665 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55983 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 18655 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44523 members 
Mstep: Class 28 contains 64024 members 
Mstep: Class 29 contains 19160 members 
Mstep: Class 30 contains 89347 members 
Mstep: Class 31 contains 9186 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29295 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63243 members 
Mstep: Class 41 contains 75951 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22529 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987848.000000 Penalty: 106718.789062
Iteration 310Q: 50 clusters Score -8.598785e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 28717 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22977 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37053 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18206 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55786 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 18653 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44715 members 
Mstep: Class 28 contains 63498 members 
Mstep: Class 29 contains 19211 members 
Mstep: Class 30 contains 89373 members 
Mstep: Class 31 contains 9187 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29287 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63293 members 
Mstep: Class 41 contains 76465 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22258 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987640.000000 Penalty: 106718.789062
Iteration 311Q: 50 clusters Score -8.598764e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37140 members 
Mstep: Class 10 contains 8750 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55577 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 18656 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44897 members 
Mstep: Class 28 contains 63036 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 89358 members 
Mstep: Class 31 contains 9189 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2347 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29288 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63324 members 
Mstep: Class 41 contains 76936 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22024 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987240.000000 Penalty: 106718.789062
Iteration 312Q: 50 clusters Score -8.598724e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 28803 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23043 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37270 members 
Mstep: Class 10 contains 8743 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18216 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55389 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 18667 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45109 members 
Mstep: Class 28 contains 62504 members 
Mstep: Class 29 contains 19320 members 
Mstep: Class 30 contains 89339 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2350 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29292 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63359 members 
Mstep: Class 41 contains 77360 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21842 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986896.000000 Penalty: 106718.789062
Iteration 313Q: 50 clusters Score -8.59869e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 28845 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23072 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37423 members 
Mstep: Class 10 contains 8743 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18238 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55242 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 18676 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45279 members 
Mstep: Class 28 contains 62057 members 
Mstep: Class 29 contains 19366 members 
Mstep: Class 30 contains 89275 members 
Mstep: Class 31 contains 9191 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2354 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29296 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63388 members 
Mstep: Class 41 contains 77697 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21657 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986888.000000 Penalty: 106718.789062
Iteration 314Q: 50 clusters Score -8.598689e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28883 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37580 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 55122 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 18677 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45415 members 
Mstep: Class 28 contains 61661 members 
Mstep: Class 29 contains 19418 members 
Mstep: Class 30 contains 89136 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2362 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63422 members 
Mstep: Class 41 contains 78025 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21507 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986792.000000 Penalty: 106718.789062
Iteration 315Q: 50 clusters Score -8.598679e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28918 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37762 members 
Mstep: Class 10 contains 8735 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18278 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54995 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18692 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45550 members 
Mstep: Class 28 contains 61304 members 
Mstep: Class 29 contains 19454 members 
Mstep: Class 30 contains 88931 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2368 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29301 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63446 members 
Mstep: Class 41 contains 78362 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21402 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986856.000000 Penalty: 106718.789062
Iteration 316Q: 50 clusters Score -8.598686e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28974 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23126 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 37916 members 
Mstep: Class 10 contains 8743 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18296 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11564 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18703 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45649 members 
Mstep: Class 28 contains 60960 members 
Mstep: Class 29 contains 19494 members 
Mstep: Class 30 contains 88740 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2373 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29301 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63461 members 
Mstep: Class 41 contains 78672 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21311 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986920.000000 Penalty: 106718.789062
Iteration 317Q: 50 clusters Score -8.598692e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29044 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23137 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38085 members 
Mstep: Class 10 contains 8745 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54800 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11563 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18710 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45744 members 
Mstep: Class 28 contains 60642 members 
Mstep: Class 29 contains 19546 members 
Mstep: Class 30 contains 88520 members 
Mstep: Class 31 contains 9191 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2378 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29302 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63484 members 
Mstep: Class 41 contains 78947 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21223 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986944.000000 Penalty: 106718.789062
Iteration 318Q: 50 clusters Score -8.598694e+07 nChanged 1600
Entering ConstructFrom: 
Score: -85986944.000000 Penalty: 106718.789062
Entering ConstructFrom: 
Trying to split cluster 1 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -229624.875000 Penalty: 1228.597656
	Iteration 0F: 2 clusters Score -229624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -227589.390625 Penalty: 2457.195312
	Iteration 0F: 3 clusters Score -227589.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -228092.953125 Penalty: 2457.195312
	Iteration 1F: 3 clusters Score -228093 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -228254.875000 Penalty: 2457.195312
	Iteration 2F: 3 clusters Score -228254.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -228382.671875 Penalty: 2457.195312
	Iteration 3F: 3 clusters Score -228382.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228449.593750 Penalty: 2457.195312
	Iteration 4Q: 3 clusters Score -228449.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -228493.984375 Penalty: 2457.195312
	Iteration 5Q: 3 clusters Score -228494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -228533.531250 Penalty: 2457.195312
	Iteration 6Q: 3 clusters Score -228533.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -228564.296875 Penalty: 2457.195312
	Iteration 7Q: 3 clusters Score -228564.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -228592.890625 Penalty: 2457.195312
	Iteration 8Q: 3 clusters Score -228592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -228608.203125 Penalty: 2457.195312
	Iteration 9Q: 3 clusters Score -228608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -228620.437500 Penalty: 2457.195312
	Iteration 10Q: 3 clusters Score -228620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -228630.406250 Penalty: 2457.195312
	Iteration 11Q: 3 clusters Score -228630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -228636.468750 Penalty: 2457.195312
	Iteration 12Q: 3 clusters Score -228636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -228643.593750 Penalty: 2457.195312
	Iteration 13Q: 3 clusters Score -228643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -228648.343750 Penalty: 2457.195312
	Iteration 14Q: 3 clusters Score -228648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -228653.640625 Penalty: 2457.195312
	Iteration 15Q: 3 clusters Score -228653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228656.125000 Penalty: 2457.195312
	Iteration 16Q: 3 clusters Score -228656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228659.000000 Penalty: 2457.195312
	Iteration 17Q: 3 clusters Score -228659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -228660.656250 Penalty: 2457.195312
	Iteration 18Q: 3 clusters Score -228660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228662.265625 Penalty: 2457.195312
	Iteration 19Q: 3 clusters Score -228662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -228665.437500 Penalty: 2457.195312
	Iteration 20F: 3 clusters Score -228665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -228668.750000 Penalty: 2457.195312
	Iteration 21Q: 3 clusters Score -228668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -228675.843750 Penalty: 2457.195312
	Iteration 22Q: 3 clusters Score -228675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -228678.765625 Penalty: 2457.195312
	Iteration 23Q: 3 clusters Score -228678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228682.328125 Penalty: 2457.195312
	Iteration 24Q: 3 clusters Score -228682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -228683.343750 Penalty: 2457.195312
	Iteration 25Q: 3 clusters Score -228683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228684.171875 Penalty: 2457.195312
	Iteration 26Q: 3 clusters Score -228684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228684.171875 Penalty: 2457.195312
	Iteration 27F: 3 clusters Score -228684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Entering Unmasked Estep 
Score: -3890949.750000 Penalty: 1670.283203
	Iteration 0F: 2 clusters Score -3890950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3871427.000000 Penalty: 3340.566406
	Iteration 0F: 3 clusters Score -3871427 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3878600.750000 Penalty: 3340.566406
	Iteration 1F: 3 clusters Score -3878601 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3878912.750000 Penalty: 3340.566406
	Iteration 2Q: 3 clusters Score -3878913 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3879179.500000 Penalty: 3340.566406
	Iteration 3Q: 3 clusters Score -3879180 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3879448.000000 Penalty: 3340.566406
	Iteration 4Q: 3 clusters Score -3879448 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3879702.000000 Penalty: 3340.566406
	Iteration 5Q: 3 clusters Score -3879702 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3880026.750000 Penalty: 3340.566406
	Iteration 6Q: 3 clusters Score -3880027 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3880484.250000 Penalty: 3340.566406
	Iteration 7Q: 3 clusters Score -3880484 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3881068.250000 Penalty: 3340.566406
	Iteration 8Q: 3 clusters Score -3881068 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3881817.250000 Penalty: 3340.566406
	Iteration 9Q: 3 clusters Score -3881817 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3882757.250000 Penalty: 3340.566406
	Iteration 10Q: 3 clusters Score -3882757 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3883866.500000 Penalty: 3340.566406
	Iteration 11F: 3 clusters Score -3883866 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3884978.250000 Penalty: 3340.566406
	Iteration 12F: 3 clusters Score -3884978 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3885772.750000 Penalty: 3340.566406
	Iteration 13Q: 3 clusters Score -3885773 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3886223.500000 Penalty: 3340.566406
	Iteration 14Q: 3 clusters Score -3886224 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3886445.500000 Penalty: 3340.566406
	Iteration 15Q: 3 clusters Score -3886446 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3886548.250000 Penalty: 3340.566406
	Iteration 16Q: 3 clusters Score -3886548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3886598.750000 Penalty: 3340.566406
	Iteration 17Q: 3 clusters Score -3886599 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3886687.000000 Penalty: 3340.566406
	Iteration 18Q: 3 clusters Score -3886687 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3886753.000000 Penalty: 3340.566406
	Iteration 19Q: 3 clusters Score -3886753 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3886826.000000 Penalty: 3340.566406
	Iteration 20F: 3 clusters Score -3886826 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3886905.500000 Penalty: 3340.566406
	Iteration 21Q: 3 clusters Score -3886906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3886981.500000 Penalty: 3340.566406
	Iteration 22Q: 3 clusters Score -3886982 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3887096.750000 Penalty: 3340.566406
	Iteration 23Q: 3 clusters Score -3887097 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3887221.500000 Penalty: 3340.566406
	Iteration 24Q: 3 clusters Score -3887222 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3887339.750000 Penalty: 3340.566406
	Iteration 25Q: 3 clusters Score -3887340 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3887456.750000 Penalty: 3340.566406
	Iteration 26Q: 3 clusters Score -3887457 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3887613.000000 Penalty: 3340.566406
	Iteration 27Q: 3 clusters Score -3887613 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3887786.250000 Penalty: 3340.566406
	Iteration 28Q: 3 clusters Score -3887786 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3887946.500000 Penalty: 3340.566406
	Iteration 29Q: 3 clusters Score -3887946 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3888097.750000 Penalty: 3340.566406
	Iteration 30Q: 3 clusters Score -3888098 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3888203.000000 Penalty: 3340.566406
	Iteration 31Q: 3 clusters Score -3888203 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3888334.250000 Penalty: 3340.566406
	Iteration 32Q: 3 clusters Score -3888334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3888479.250000 Penalty: 3340.566406
	Iteration 33Q: 3 clusters Score -3888479 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3888607.750000 Penalty: 3340.566406
	Iteration 34Q: 3 clusters Score -3888608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3888710.250000 Penalty: 3340.566406
	Iteration 35Q: 3 clusters Score -3888710 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3888809.750000 Penalty: 3340.566406
	Iteration 36Q: 3 clusters Score -3888810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3888894.250000 Penalty: 3340.566406
	Iteration 37Q: 3 clusters Score -3888894 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3888975.750000 Penalty: 3340.566406
	Iteration 38Q: 3 clusters Score -3888976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3889049.000000 Penalty: 3340.566406
	Iteration 39Q: 3 clusters Score -3889049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3889109.250000 Penalty: 3340.566406
	Iteration 40F: 3 clusters Score -3889109 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3889150.750000 Penalty: 3340.566406
	Iteration 41Q: 3 clusters Score -3889151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3889201.750000 Penalty: 3340.566406
	Iteration 42Q: 3 clusters Score -3889202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3889245.250000 Penalty: 3340.566406
	Iteration 43Q: 3 clusters Score -3889245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3889283.000000 Penalty: 3340.566406
	Iteration 44Q: 3 clusters Score -3889283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3889316.250000 Penalty: 3340.566406
	Iteration 45Q: 3 clusters Score -3889316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3889344.000000 Penalty: 3340.566406
	Iteration 46Q: 3 clusters Score -3889344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3889378.750000 Penalty: 3340.566406
	Iteration 47Q: 3 clusters Score -3889379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3889410.750000 Penalty: 3340.566406
	Iteration 48Q: 3 clusters Score -3889411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3889420.500000 Penalty: 3340.566406
	Iteration 49Q: 3 clusters Score -3889420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3889432.500000 Penalty: 3340.566406
	Iteration 50Q: 3 clusters Score -3889432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3889441.750000 Penalty: 3340.566406
	Iteration 51Q: 3 clusters Score -3889442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3889443.250000 Penalty: 3340.566406
	Iteration 52Q: 3 clusters Score -3889443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3889459.250000 Penalty: 3340.566406
	Iteration 53Q: 3 clusters Score -3889459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3889469.500000 Penalty: 3340.566406
	Iteration 54Q: 3 clusters Score -3889470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3889488.000000 Penalty: 3340.566406
	Iteration 55Q: 3 clusters Score -3889488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3889494.000000 Penalty: 3340.566406
	Iteration 56Q: 3 clusters Score -3889494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3889509.750000 Penalty: 3340.566406
	Iteration 57Q: 3 clusters Score -3889510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3889514.000000 Penalty: 3340.566406
	Iteration 58Q: 3 clusters Score -3889514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3889518.500000 Penalty: 3340.566406
	Iteration 59Q: 3 clusters Score -3889518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3889520.750000 Penalty: 3340.566406
	Iteration 60F: 3 clusters Score -3889521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3889533.000000 Penalty: 3340.566406
	Iteration 61Q: 3 clusters Score -3889533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3889536.250000 Penalty: 3340.566406
	Iteration 62Q: 3 clusters Score -3889536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3889540.500000 Penalty: 3340.566406
	Iteration 63Q: 3 clusters Score -3889540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3889548.000000 Penalty: 3340.566406
	Iteration 64Q: 3 clusters Score -3889548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3889558.250000 Penalty: 3340.566406
	Iteration 65Q: 3 clusters Score -3889558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3889559.750000 Penalty: 3340.566406
	Iteration 66Q: 3 clusters Score -3889560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3889561.750000 Penalty: 3340.566406
	Iteration 67Q: 3 clusters Score -3889562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3889566.250000 Penalty: 3340.566406
	Iteration 68Q: 3 clusters Score -3889566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3889564.750000 Penalty: 3340.566406
	Iteration 69Q: 3 clusters Score -3889565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3889566.750000 Penalty: 3340.566406
	Iteration 70Q: 3 clusters Score -3889567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3889567.500000 Penalty: 3340.566406
	Iteration 71Q: 3 clusters Score -3889568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3889565.250000 Penalty: 3340.566406
	Iteration 72Q: 3 clusters Score -3889565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3889573.500000 Penalty: 3340.566406
	Iteration 73Q: 3 clusters Score -3889574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3889576.750000 Penalty: 3340.566406
	Iteration 74Q: 3 clusters Score -3889577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3889578.000000 Penalty: 3340.566406
	Iteration 75Q: 3 clusters Score -3889578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3889579.000000 Penalty: 3340.566406
	Iteration 76Q: 3 clusters Score -3889579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3889579.500000 Penalty: 3340.566406
	Iteration 77Q: 3 clusters Score -3889580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3889579.500000 Penalty: 3340.566406
	Iteration 78F: 3 clusters Score -3889580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11267.439453 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11267.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11479.501953 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11528.194336 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11528.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11544.120117 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11544.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11552.985352 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11552.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11563.906250 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11563.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11563.906250 Penalty: 1734.699951
	Iteration 6F: 3 clusters Score -11563.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50133.089844 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -50133.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49319.832031 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -49319.83 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49584.363281 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -49584.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49724.171875 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -49724.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49817.195312 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -49817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49897.214844 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -49897.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50093.675781 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -50093.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50303.992188 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -50303.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50405.675781 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -50405.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50437.421875 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -50437.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50471.472656 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -50471.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50497.222656 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -50497.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50509.578125 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -50509.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50515.023438 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -50515.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50521.273438 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -50521.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50531.562500 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -50531.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50535.027344 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -50535.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50549.230469 Penalty: 1918.355835
	Iteration 16Q: 3 clusters Score -50549.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50564.851562 Penalty: 1918.355835
	Iteration 17Q: 3 clusters Score -50564.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50579.082031 Penalty: 1918.355835
	Iteration 18Q: 3 clusters Score -50579.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50582.519531 Penalty: 1918.355835
	Iteration 19Q: 3 clusters Score -50582.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50586.082031 Penalty: 1918.355835
	Iteration 20F: 3 clusters Score -50586.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50589.781250 Penalty: 1918.355835
	Iteration 21Q: 3 clusters Score -50589.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50589.781250 Penalty: 1918.355835
	Iteration 22F: 3 clusters Score -50589.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45814 members 
Mstep: Class 28 contains 60371 members 
Mstep: Class 29 contains 19597 members 
Mstep: Class 30 contains 88294 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63507 members 
Mstep: Class 40 contains 249 members 
Mstep: Class 41 contains 79198 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21155 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85986160.000000 Penalty: 108896.726562
Splitting cluster 4 changes total score from -85986944.000000 to -85986160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (23149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Entering Unmasked Estep 
Score: -3003916.000000 Penalty: 1633.077271
	Iteration 0F: 2 clusters Score -3003916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2988139.500000 Penalty: 3266.154541
	Iteration 0F: 3 clusters Score -2988140 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2994134.750000 Penalty: 3266.154541
	Iteration 1F: 3 clusters Score -2994135 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2994606.500000 Penalty: 3266.154541
	Iteration 2F: 3 clusters Score -2994606 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2995170.000000 Penalty: 3266.154541
	Iteration 3F: 3 clusters Score -2995170 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2995813.500000 Penalty: 3266.154541
	Iteration 4F: 3 clusters Score -2995814 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2996454.750000 Penalty: 3266.154541
	Iteration 5F: 3 clusters Score -2996455 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2997210.000000 Penalty: 3266.154541
	Iteration 6F: 3 clusters Score -2997210 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2998030.750000 Penalty: 3266.154541
	Iteration 7F: 3 clusters Score -2998031 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2998847.250000 Penalty: 3266.154541
	Iteration 8F: 3 clusters Score -2998847 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2999748.250000 Penalty: 3266.154541
	Iteration 9Q: 3 clusters Score -2999748 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3000619.000000 Penalty: 3266.154541
	Iteration 10Q: 3 clusters Score -3000619 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3001374.250000 Penalty: 3266.154541
	Iteration 11Q: 3 clusters Score -3001374 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3001794.750000 Penalty: 3266.154541
	Iteration 12Q: 3 clusters Score -3001795 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3002032.250000 Penalty: 3266.154541
	Iteration 13Q: 3 clusters Score -3002032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3002214.500000 Penalty: 3266.154541
	Iteration 14Q: 3 clusters Score -3002214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3002347.250000 Penalty: 3266.154541
	Iteration 15Q: 3 clusters Score -3002347 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3002438.750000 Penalty: 3266.154541
	Iteration 16Q: 3 clusters Score -3002439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3002501.000000 Penalty: 3266.154541
	Iteration 17Q: 3 clusters Score -3002501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3002562.000000 Penalty: 3266.154541
	Iteration 18Q: 3 clusters Score -3002562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3002618.250000 Penalty: 3266.154541
	Iteration 19Q: 3 clusters Score -3002618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3002662.750000 Penalty: 3266.154541
	Iteration 20F: 3 clusters Score -3002663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3002698.250000 Penalty: 3266.154541
	Iteration 21Q: 3 clusters Score -3002698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3002721.000000 Penalty: 3266.154541
	Iteration 22Q: 3 clusters Score -3002721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3002731.750000 Penalty: 3266.154541
	Iteration 23Q: 3 clusters Score -3002732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3002750.000000 Penalty: 3266.154541
	Iteration 24Q: 3 clusters Score -3002750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3002778.250000 Penalty: 3266.154541
	Iteration 25Q: 3 clusters Score -3002778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3002800.250000 Penalty: 3266.154541
	Iteration 26Q: 3 clusters Score -3002800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3002808.000000 Penalty: 3266.154541
	Iteration 27Q: 3 clusters Score -3002808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3002820.500000 Penalty: 3266.154541
	Iteration 28Q: 3 clusters Score -3002820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3002829.500000 Penalty: 3266.154541
	Iteration 29Q: 3 clusters Score -3002830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3002840.000000 Penalty: 3266.154541
	Iteration 30Q: 3 clusters Score -3002840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3002841.000000 Penalty: 3266.154541
	Iteration 31Q: 3 clusters Score -3002841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3002847.000000 Penalty: 3266.154541
	Iteration 32Q: 3 clusters Score -3002847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3002855.250000 Penalty: 3266.154541
	Iteration 33Q: 3 clusters Score -3002855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3002860.500000 Penalty: 3266.154541
	Iteration 34Q: 3 clusters Score -3002860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3002876.250000 Penalty: 3266.154541
	Iteration 35Q: 3 clusters Score -3002876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3002877.250000 Penalty: 3266.154541
	Iteration 36Q: 3 clusters Score -3002877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3002888.750000 Penalty: 3266.154541
	Iteration 37Q: 3 clusters Score -3002889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3002893.000000 Penalty: 3266.154541
	Iteration 38Q: 3 clusters Score -3002893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3002905.000000 Penalty: 3266.154541
	Iteration 39Q: 3 clusters Score -3002905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3002911.000000 Penalty: 3266.154541
	Iteration 40F: 3 clusters Score -3002911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3002915.500000 Penalty: 3266.154541
	Iteration 41Q: 3 clusters Score -3002916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3002917.250000 Penalty: 3266.154541
	Iteration 42Q: 3 clusters Score -3002917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3002919.250000 Penalty: 3266.154541
	Iteration 43Q: 3 clusters Score -3002919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3002922.250000 Penalty: 3266.154541
	Iteration 44Q: 3 clusters Score -3002922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3002925.000000 Penalty: 3266.154541
	Iteration 45Q: 3 clusters Score -3002925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3002926.750000 Penalty: 3266.154541
	Iteration 46Q: 3 clusters Score -3002927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3002926.500000 Penalty: 3266.154541
	Iteration 47Q: 3 clusters Score -3002926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3002932.500000 Penalty: 3266.154541
	Iteration 48Q: 3 clusters Score -3002932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3002939.250000 Penalty: 3266.154541
	Iteration 49Q: 3 clusters Score -3002939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3002939.500000 Penalty: 3266.154541
	Iteration 50Q: 3 clusters Score -3002940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3002940.750000 Penalty: 3266.154541
	Iteration 51Q: 3 clusters Score -3002941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3002940.000000 Penalty: 3266.154541
	Iteration 52Q: 3 clusters Score -3002940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3002938.750000 Penalty: 3266.154541
	Iteration 53Q: 3 clusters Score -3002939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3002940.750000 Penalty: 3266.154541
	Iteration 54Q: 3 clusters Score -3002941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3002945.250000 Penalty: 3266.154541
	Iteration 55Q: 3 clusters Score -3002945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3002946.250000 Penalty: 3266.154541
	Iteration 56Q: 3 clusters Score -3002946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3002946.500000 Penalty: 3266.154541
	Iteration 57Q: 3 clusters Score -3002946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3002946.750000 Penalty: 3266.154541
	Iteration 58Q: 3 clusters Score -3002947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3002950.000000 Penalty: 3266.154541
	Iteration 59Q: 3 clusters Score -3002950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3002947.000000 Penalty: 3266.154541
	Iteration 60F: 3 clusters Score -3002947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -98166.367188 Penalty: 1085.230591
	Iteration 0F: 2 clusters Score -98166.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96898.906250 Penalty: 2170.461182
	Iteration 0F: 3 clusters Score -96898.91 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97222.953125 Penalty: 2170.461182
	Iteration 1F: 3 clusters Score -97222.95 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97424.078125 Penalty: 2170.461182
	Iteration 2F: 3 clusters Score -97424.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97581.148438 Penalty: 2170.461182
	Iteration 3F: 3 clusters Score -97581.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97669.757812 Penalty: 2170.461182
	Iteration 4F: 3 clusters Score -97669.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97702.101562 Penalty: 2170.461182
	Iteration 5Q: 3 clusters Score -97702.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97728.312500 Penalty: 2170.461182
	Iteration 6Q: 3 clusters Score -97728.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97740.000000 Penalty: 2170.461182
	Iteration 7Q: 3 clusters Score -97740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97745.437500 Penalty: 2170.461182
	Iteration 8Q: 3 clusters Score -97745.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97747.304688 Penalty: 2170.461182
	Iteration 9Q: 3 clusters Score -97747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97748.828125 Penalty: 2170.461182
	Iteration 10Q: 3 clusters Score -97748.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97748.828125 Penalty: 2170.461182
	Iteration 11F: 3 clusters Score -97748.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52636.238281 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52636.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51524.410156 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51524.41 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52127.300781 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -52127.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52514.792969 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52514.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52749.304688 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52749.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52898.539062 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -52898.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53024.265625 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -53024.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53098.878906 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -53098.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53146.195312 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -53146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53204.464844 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -53204.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53246.023438 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -53246.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53283.847656 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -53283.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53329.546875 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -53329.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53362.218750 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -53362.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53401.460938 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -53401.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53427.746094 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -53427.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53440.988281 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -53440.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53449.128906 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -53449.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53457.890625 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -53457.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53468.792969 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -53468.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53478.621094 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -53478.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53488.414062 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -53488.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53495.750000 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -53495.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53498.339844 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -53498.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53512.882812 Penalty: 2100.991211
	Iteration 23Q: 3 clusters Score -53512.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53512.882812 Penalty: 2100.991211
	Iteration 24F: 3 clusters Score -53512.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45814 members 
Mstep: Class 28 contains 60371 members 
Mstep: Class 29 contains 19597 members 
Mstep: Class 30 contains 88294 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63507 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 79198 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21155 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85986664.000000 Penalty: 108896.726562
Splitting cluster 7 changes total score from -85986944.000000 to -85986664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59038.726562 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59038.73 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59426.468750 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59426.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59587.714844 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59587.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59698.363281 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59698.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59807.289062 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -59807.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59856.367188 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59856.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59894.960938 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59894.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59918.433594 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59918.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59941.117188 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59941.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59956.445312 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59956.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59968.632812 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59968.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59997.148438 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59997.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60026.160156 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -60026.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60052.097656 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -60052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60075.738281 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -60075.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60089.351562 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -60089.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60107.488281 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -60107.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60117.957031 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -60117.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60118.128906 Penalty: 2079.002197
	Iteration 18F: 3 clusters Score -60118.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60131.742188 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -60131.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60137.695312 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -60137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 294 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45814 members 
Mstep: Class 28 contains 60371 members 
Mstep: Class 29 contains 19597 members 
Mstep: Class 30 contains 88294 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63507 members 
Mstep: Class 40 contains 306 members 
Mstep: Class 41 contains 79198 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21155 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85985800.000000 Penalty: 108896.726562
Splitting cluster 8 changes total score from -85986944.000000 to -85985800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (38244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Entering Unmasked Estep 
Score: -5103818.000000 Penalty: 1714.657959
	Iteration 0F: 2 clusters Score -5103818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -5078148.000000 Penalty: 3429.315918
	Iteration 0F: 3 clusters Score -5078148 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5088265.000000 Penalty: 3429.315918
	Iteration 1F: 3 clusters Score -5088265 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5088987.500000 Penalty: 3429.315918
	Iteration 2Q: 3 clusters Score -5088988 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5090059.500000 Penalty: 3429.315918
	Iteration 3F: 3 clusters Score -5090060 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5091722.500000 Penalty: 3429.315918
	Iteration 4F: 3 clusters Score -5091722 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5094266.000000 Penalty: 3429.315918
	Iteration 5F: 3 clusters Score -5094266 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5097077.500000 Penalty: 3429.315918
	Iteration 6F: 3 clusters Score -5097078 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5099390.000000 Penalty: 3429.315918
	Iteration 7F: 3 clusters Score -5099390 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5100818.500000 Penalty: 3429.315918
	Iteration 8Q: 3 clusters Score -5100818 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5101547.500000 Penalty: 3429.315918
	Iteration 9Q: 3 clusters Score -5101548 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5101922.500000 Penalty: 3429.315918
	Iteration 10Q: 3 clusters Score -5101922 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5102092.500000 Penalty: 3429.315918
	Iteration 11Q: 3 clusters Score -5102092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5102194.500000 Penalty: 3429.315918
	Iteration 12Q: 3 clusters Score -5102194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5102277.500000 Penalty: 3429.315918
	Iteration 13Q: 3 clusters Score -5102278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5102326.000000 Penalty: 3429.315918
	Iteration 14Q: 3 clusters Score -5102326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5102350.000000 Penalty: 3429.315918
	Iteration 15Q: 3 clusters Score -5102350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5102363.000000 Penalty: 3429.315918
	Iteration 16Q: 3 clusters Score -5102363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5102383.500000 Penalty: 3429.315918
	Iteration 17Q: 3 clusters Score -5102384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5102396.000000 Penalty: 3429.315918
	Iteration 18Q: 3 clusters Score -5102396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5102400.000000 Penalty: 3429.315918
	Iteration 19Q: 3 clusters Score -5102400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5102402.000000 Penalty: 3429.315918
	Iteration 20F: 3 clusters Score -5102402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5102410.000000 Penalty: 3429.315918
	Iteration 21Q: 3 clusters Score -5102410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -5102413.500000 Penalty: 3429.315918
	Iteration 22Q: 3 clusters Score -5102414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5102410.500000 Penalty: 3429.315918
	Iteration 23Q: 3 clusters Score -5102410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5102410.500000 Penalty: 3429.315918
	Iteration 24F: 3 clusters Score -5102410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Entering Unmasked Estep 
Score: -1164813.375000 Penalty: 1474.869995
	Iteration 0F: 2 clusters Score -1164813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1158372.750000 Penalty: 2949.739990
	Iteration 0F: 3 clusters Score -1158373 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1160440.375000 Penalty: 2949.739990
	Iteration 1F: 3 clusters Score -1160440 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1160720.000000 Penalty: 2949.739990
	Iteration 2F: 3 clusters Score -1160720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1160974.750000 Penalty: 2949.739990
	Iteration 3F: 3 clusters Score -1160975 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1161238.125000 Penalty: 2949.739990
	Iteration 4F: 3 clusters Score -1161238 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1161504.000000 Penalty: 2949.739990
	Iteration 5F: 3 clusters Score -1161504 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1161762.000000 Penalty: 2949.739990
	Iteration 6Q: 3 clusters Score -1161762 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1162064.250000 Penalty: 2949.739990
	Iteration 7F: 3 clusters Score -1162064 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1162377.875000 Penalty: 2949.739990
	Iteration 8F: 3 clusters Score -1162378 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1162632.250000 Penalty: 2949.739990
	Iteration 9Q: 3 clusters Score -1162632 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1162825.000000 Penalty: 2949.739990
	Iteration 10Q: 3 clusters Score -1162825 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1162959.250000 Penalty: 2949.739990
	Iteration 11Q: 3 clusters Score -1162959 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1163045.375000 Penalty: 2949.739990
	Iteration 12Q: 3 clusters Score -1163045 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1163125.125000 Penalty: 2949.739990
	Iteration 13Q: 3 clusters Score -1163125 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1163199.500000 Penalty: 2949.739990
	Iteration 14Q: 3 clusters Score -1163200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1163277.875000 Penalty: 2949.739990
	Iteration 15Q: 3 clusters Score -1163278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1163354.000000 Penalty: 2949.739990
	Iteration 16Q: 3 clusters Score -1163354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1163428.375000 Penalty: 2949.739990
	Iteration 17Q: 3 clusters Score -1163428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1163484.500000 Penalty: 2949.739990
	Iteration 18Q: 3 clusters Score -1163484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1163525.125000 Penalty: 2949.739990
	Iteration 19Q: 3 clusters Score -1163525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1163542.250000 Penalty: 2949.739990
	Iteration 20F: 3 clusters Score -1163542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1163561.625000 Penalty: 2949.739990
	Iteration 21Q: 3 clusters Score -1163562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1163575.500000 Penalty: 2949.739990
	Iteration 22Q: 3 clusters Score -1163576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1163582.750000 Penalty: 2949.739990
	Iteration 23Q: 3 clusters Score -1163583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1163591.625000 Penalty: 2949.739990
	Iteration 24Q: 3 clusters Score -1163592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1163595.750000 Penalty: 2949.739990
	Iteration 25Q: 3 clusters Score -1163596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1163599.750000 Penalty: 2949.739990
	Iteration 26Q: 3 clusters Score -1163600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1163603.875000 Penalty: 2949.739990
	Iteration 27Q: 3 clusters Score -1163604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1163609.750000 Penalty: 2949.739990
	Iteration 28Q: 3 clusters Score -1163610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1163612.750000 Penalty: 2949.739990
	Iteration 29Q: 3 clusters Score -1163613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1163614.625000 Penalty: 2949.739990
	Iteration 30Q: 3 clusters Score -1163615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1163616.250000 Penalty: 2949.739990
	Iteration 31Q: 3 clusters Score -1163616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1163617.125000 Penalty: 2949.739990
	Iteration 32Q: 3 clusters Score -1163617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1163619.500000 Penalty: 2949.739990
	Iteration 33Q: 3 clusters Score -1163620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1163619.250000 Penalty: 2949.739990
	Iteration 34Q: 3 clusters Score -1163619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1163621.500000 Penalty: 2949.739990
	Iteration 35Q: 3 clusters Score -1163622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1163622.625000 Penalty: 2949.739990
	Iteration 36Q: 3 clusters Score -1163623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1163624.875000 Penalty: 2949.739990
	Iteration 37Q: 3 clusters Score -1163625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1163625.125000 Penalty: 2949.739990
	Iteration 38Q: 3 clusters Score -1163625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1163624.375000 Penalty: 2949.739990
	Iteration 39Q: 3 clusters Score -1163624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1163626.000000 Penalty: 2949.739990
	Iteration 40F: 3 clusters Score -1163626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1163626.375000 Penalty: 2949.739990
	Iteration 41Q: 3 clusters Score -1163626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1163626.625000 Penalty: 2949.739990
	Iteration 42Q: 3 clusters Score -1163627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1163628.625000 Penalty: 2949.739990
	Iteration 43Q: 3 clusters Score -1163629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1163631.125000 Penalty: 2949.739990
	Iteration 44Q: 3 clusters Score -1163631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1163630.500000 Penalty: 2949.739990
	Iteration 45Q: 3 clusters Score -1163630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1163630.125000 Penalty: 2949.739990
	Iteration 46Q: 3 clusters Score -1163630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1163631.125000 Penalty: 2949.739990
	Iteration 47Q: 3 clusters Score -1163631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1163634.000000 Penalty: 2949.739990
	Iteration 48Q: 3 clusters Score -1163634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1163633.750000 Penalty: 2949.739990
	Iteration 49Q: 3 clusters Score -1163634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1163633.500000 Penalty: 2949.739990
	Iteration 50Q: 3 clusters Score -1163634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1163634.375000 Penalty: 2949.739990
	Iteration 51Q: 3 clusters Score -1163634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1163634.000000 Penalty: 2949.739990
	Iteration 52Q: 3 clusters Score -1163634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1163634.500000 Penalty: 2949.739990
	Iteration 53Q: 3 clusters Score -1163634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1163636.125000 Penalty: 2949.739990
	Iteration 54Q: 3 clusters Score -1163636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1163636.125000 Penalty: 2949.739990
	Iteration 55F: 3 clusters Score -1163636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -256670.500000 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -256670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -254602.593750 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -254602.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -255018.062500 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -255018.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -255112.265625 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -255112.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -255164.265625 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -255164.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -255210.921875 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -255210.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255252.453125 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -255252.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -255290.343750 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -255290.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -255321.390625 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -255321.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -255346.656250 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -255346.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -255364.593750 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -255364.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -255380.812500 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -255380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255391.609375 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -255391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -255396.343750 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -255396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -255402.125000 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -255402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -255409.781250 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -255409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -255418.406250 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -255418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -255425.312500 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -255425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -255429.843750 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -255429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -255434.765625 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -255434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -255439.890625 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -255439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255444.796875 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -255444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255447.656250 Penalty: 2459.891113
	Iteration 21Q: 3 clusters Score -255447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -255448.984375 Penalty: 2459.891113
	Iteration 22Q: 3 clusters Score -255449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -255449.656250 Penalty: 2459.891113
	Iteration 23Q: 3 clusters Score -255449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -255450.812500 Penalty: 2459.891113
	Iteration 24Q: 3 clusters Score -255450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -255452.531250 Penalty: 2459.891113
	Iteration 25Q: 3 clusters Score -255452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -255453.984375 Penalty: 2459.891113
	Iteration 26Q: 3 clusters Score -255454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -255454.062500 Penalty: 2459.891113
	Iteration 27Q: 3 clusters Score -255454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -255454.812500 Penalty: 2459.891113
	Iteration 28Q: 3 clusters Score -255454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -255455.703125 Penalty: 2459.891113
	Iteration 29Q: 3 clusters Score -255455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -255456.593750 Penalty: 2459.891113
	Iteration 30Q: 3 clusters Score -255456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -255458.796875 Penalty: 2459.891113
	Iteration 31Q: 3 clusters Score -255458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -255461.531250 Penalty: 2459.891113
	Iteration 32Q: 3 clusters Score -255461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -255462.328125 Penalty: 2459.891113
	Iteration 33Q: 3 clusters Score -255462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -255463.718750 Penalty: 2459.891113
	Iteration 34Q: 3 clusters Score -255463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -255465.453125 Penalty: 2459.891113
	Iteration 35Q: 3 clusters Score -255465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -255466.437500 Penalty: 2459.891113
	Iteration 36Q: 3 clusters Score -255466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -255469.234375 Penalty: 2459.891113
	Iteration 37Q: 3 clusters Score -255469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -255473.765625 Penalty: 2459.891113
	Iteration 38Q: 3 clusters Score -255473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -255477.500000 Penalty: 2459.891113
	Iteration 39Q: 3 clusters Score -255477.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -255482.062500 Penalty: 2459.891113
	Iteration 40F: 3 clusters Score -255482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -255487.281250 Penalty: 2459.891113
	Iteration 41Q: 3 clusters Score -255487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -255489.406250 Penalty: 2459.891113
	Iteration 42Q: 3 clusters Score -255489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -255494.765625 Penalty: 2459.891113
	Iteration 43Q: 3 clusters Score -255494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -255499.843750 Penalty: 2459.891113
	Iteration 44Q: 3 clusters Score -255499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -255507.359375 Penalty: 2459.891113
	Iteration 45Q: 3 clusters Score -255507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255512.296875 Penalty: 2459.891113
	Iteration 46Q: 3 clusters Score -255512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -255514.921875 Penalty: 2459.891113
	Iteration 47Q: 3 clusters Score -255514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -255518.859375 Penalty: 2459.891113
	Iteration 48Q: 3 clusters Score -255518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -255522.765625 Penalty: 2459.891113
	Iteration 49Q: 3 clusters Score -255522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -255525.953125 Penalty: 2459.891113
	Iteration 50Q: 3 clusters Score -255526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -255527.062500 Penalty: 2459.891113
	Iteration 51Q: 3 clusters Score -255527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -255530.218750 Penalty: 2459.891113
	Iteration 52Q: 3 clusters Score -255530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -255533.234375 Penalty: 2459.891113
	Iteration 53Q: 3 clusters Score -255533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -255534.625000 Penalty: 2459.891113
	Iteration 54Q: 3 clusters Score -255534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -255536.484375 Penalty: 2459.891113
	Iteration 55Q: 3 clusters Score -255536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -255539.546875 Penalty: 2459.891113
	Iteration 56Q: 3 clusters Score -255539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -255545.812500 Penalty: 2459.891113
	Iteration 57Q: 3 clusters Score -255545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -255552.015625 Penalty: 2459.891113
	Iteration 58Q: 3 clusters Score -255552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -255557.437500 Penalty: 2459.891113
	Iteration 59Q: 3 clusters Score -255557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -255560.484375 Penalty: 2459.891113
	Iteration 60F: 3 clusters Score -255560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -255566.765625 Penalty: 2459.891113
	Iteration 61Q: 3 clusters Score -255566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -255571.515625 Penalty: 2459.891113
	Iteration 62Q: 3 clusters Score -255571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -255574.375000 Penalty: 2459.891113
	Iteration 63Q: 3 clusters Score -255574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -255581.484375 Penalty: 2459.891113
	Iteration 64Q: 3 clusters Score -255581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -255589.359375 Penalty: 2459.891113
	Iteration 65Q: 3 clusters Score -255589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -255602.343750 Penalty: 2459.891113
	Iteration 66Q: 3 clusters Score -255602.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -255615.812500 Penalty: 2459.891113
	Iteration 67Q: 3 clusters Score -255615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -255624.796875 Penalty: 2459.891113
	Iteration 68Q: 3 clusters Score -255624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -255632.921875 Penalty: 2459.891113
	Iteration 69Q: 3 clusters Score -255632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -255638.484375 Penalty: 2459.891113
	Iteration 70Q: 3 clusters Score -255638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -255644.953125 Penalty: 2459.891113
	Iteration 71Q: 3 clusters Score -255645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -255649.546875 Penalty: 2459.891113
	Iteration 72Q: 3 clusters Score -255649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255655.765625 Penalty: 2459.891113
	Iteration 73Q: 3 clusters Score -255655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -255661.562500 Penalty: 2459.891113
	Iteration 74Q: 3 clusters Score -255661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255662.125000 Penalty: 2459.891113
	Iteration 75Q: 3 clusters Score -255662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255662.125000 Penalty: 2459.891113
	Iteration 76F: 3 clusters Score -255662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Entering Unmasked Estep 
Score: -2287528.750000 Penalty: 1595.005981
	Iteration 0F: 2 clusters Score -2287529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2274995.250000 Penalty: 3190.011963
	Iteration 0F: 3 clusters Score -2274995 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2279575.500000 Penalty: 3190.011963
	Iteration 1F: 3 clusters Score -2279576 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2280067.000000 Penalty: 3190.011963
	Iteration 2F: 3 clusters Score -2280067 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2280604.250000 Penalty: 3190.011963
	Iteration 3F: 3 clusters Score -2280604 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2281230.500000 Penalty: 3190.011963
	Iteration 4F: 3 clusters Score -2281230 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2281935.750000 Penalty: 3190.011963
	Iteration 5F: 3 clusters Score -2281936 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2282691.250000 Penalty: 3190.011963
	Iteration 6F: 3 clusters Score -2282691 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2283441.500000 Penalty: 3190.011963
	Iteration 7F: 3 clusters Score -2283442 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2284129.500000 Penalty: 3190.011963
	Iteration 8F: 3 clusters Score -2284130 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2284782.000000 Penalty: 3190.011963
	Iteration 9Q: 3 clusters Score -2284782 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2285298.000000 Penalty: 3190.011963
	Iteration 10Q: 3 clusters Score -2285298 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2285638.000000 Penalty: 3190.011963
	Iteration 11Q: 3 clusters Score -2285638 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2285868.750000 Penalty: 3190.011963
	Iteration 12Q: 3 clusters Score -2285869 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2285992.250000 Penalty: 3190.011963
	Iteration 13Q: 3 clusters Score -2285992 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2286071.000000 Penalty: 3190.011963
	Iteration 14Q: 3 clusters Score -2286071 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2286129.500000 Penalty: 3190.011963
	Iteration 15Q: 3 clusters Score -2286130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2286173.500000 Penalty: 3190.011963
	Iteration 16Q: 3 clusters Score -2286174 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2286207.000000 Penalty: 3190.011963
	Iteration 17Q: 3 clusters Score -2286207 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2286234.250000 Penalty: 3190.011963
	Iteration 18Q: 3 clusters Score -2286234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2286257.250000 Penalty: 3190.011963
	Iteration 19Q: 3 clusters Score -2286257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2286283.000000 Penalty: 3190.011963
	Iteration 20F: 3 clusters Score -2286283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2286300.750000 Penalty: 3190.011963
	Iteration 21Q: 3 clusters Score -2286301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2286318.250000 Penalty: 3190.011963
	Iteration 22Q: 3 clusters Score -2286318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2286330.250000 Penalty: 3190.011963
	Iteration 23Q: 3 clusters Score -2286330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2286342.000000 Penalty: 3190.011963
	Iteration 24Q: 3 clusters Score -2286342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2286353.750000 Penalty: 3190.011963
	Iteration 25Q: 3 clusters Score -2286354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2286357.500000 Penalty: 3190.011963
	Iteration 26Q: 3 clusters Score -2286358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2286363.000000 Penalty: 3190.011963
	Iteration 27Q: 3 clusters Score -2286363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2286370.000000 Penalty: 3190.011963
	Iteration 28Q: 3 clusters Score -2286370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2286369.250000 Penalty: 3190.011963
	Iteration 29Q: 3 clusters Score -2286369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2286373.250000 Penalty: 3190.011963
	Iteration 30Q: 3 clusters Score -2286373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2286376.750000 Penalty: 3190.011963
	Iteration 31Q: 3 clusters Score -2286377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2286378.250000 Penalty: 3190.011963
	Iteration 32Q: 3 clusters Score -2286378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2286386.500000 Penalty: 3190.011963
	Iteration 33Q: 3 clusters Score -2286386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2286386.250000 Penalty: 3190.011963
	Iteration 34Q: 3 clusters Score -2286386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2286390.750000 Penalty: 3190.011963
	Iteration 35Q: 3 clusters Score -2286391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2286389.250000 Penalty: 3190.011963
	Iteration 36Q: 3 clusters Score -2286389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2286388.500000 Penalty: 3190.011963
	Iteration 37Q: 3 clusters Score -2286388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2286391.500000 Penalty: 3190.011963
	Iteration 38Q: 3 clusters Score -2286392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2286394.250000 Penalty: 3190.011963
	Iteration 39Q: 3 clusters Score -2286394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2286395.750000 Penalty: 3190.011963
	Iteration 40F: 3 clusters Score -2286396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2286394.250000 Penalty: 3190.011963
	Iteration 41Q: 3 clusters Score -2286394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2286392.000000 Penalty: 3190.011963
	Iteration 42Q: 3 clusters Score -2286392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2286390.500000 Penalty: 3190.011963
	Iteration 43Q: 3 clusters Score -2286390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2286388.500000 Penalty: 3190.011963
	Iteration 44Q: 3 clusters Score -2286388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2286391.250000 Penalty: 3190.011963
	Iteration 45Q: 3 clusters Score -2286391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2286389.750000 Penalty: 3190.011963
	Iteration 46Q: 3 clusters Score -2286390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2286390.250000 Penalty: 3190.011963
	Iteration 47Q: 3 clusters Score -2286390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2286389.750000 Penalty: 3190.011963
	Iteration 48Q: 3 clusters Score -2286390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2286389.750000 Penalty: 3190.011963
	Iteration 49F: 3 clusters Score -2286390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13359.822266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12677.386719 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -12677.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12821.024414 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -12821.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12894.145508 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -12894.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12932.348633 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -12932.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12958.461914 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -12958.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12974.569336 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -12974.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12995.418945 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -12995.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13003.012695 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -13003.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13003.688477 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -13003.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13003.688477 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -13003.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -116004.078125 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -116004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114630.609375 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -114630.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114944.453125 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -114944.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115082.140625 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -115082.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115225.023438 Penalty: 2238.122803
	Iteration 3F: 3 clusters Score -115225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115346.601562 Penalty: 2238.122803
	Iteration 4F: 3 clusters Score -115346.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115473.210938 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -115473.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115563.867188 Penalty: 2238.122803
	Iteration 6F: 3 clusters Score -115563.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -115609.898438 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -115609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115630.554688 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -115630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115638.984375 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -115639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115643.179688 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -115643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115645.296875 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -115645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115645.296875 Penalty: 2238.122803
	Iteration 12F: 3 clusters Score -115645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Entering Unmasked Estep 
Score: -7300183.500000 Penalty: 1772.881348
	Iteration 0F: 2 clusters Score -7300184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7263792.000000 Penalty: 3545.762695
	Iteration 0F: 3 clusters Score -7263792 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7278593.000000 Penalty: 3545.762695
	Iteration 1F: 3 clusters Score -7278593 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -7279377.500000 Penalty: 3545.762695
	Iteration 2Q: 3 clusters Score -7279378 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7280289.000000 Penalty: 3545.762695
	Iteration 3Q: 3 clusters Score -7280289 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7281784.000000 Penalty: 3545.762695
	Iteration 4F: 3 clusters Score -7281784 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -7283763.000000 Penalty: 3545.762695
	Iteration 5F: 3 clusters Score -7283763 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -7286581.000000 Penalty: 3545.762695
	Iteration 6F: 3 clusters Score -7286581 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7289839.500000 Penalty: 3545.762695
	Iteration 7F: 3 clusters Score -7289840 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -7293057.000000 Penalty: 3545.762695
	Iteration 8F: 3 clusters Score -7293057 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7295673.500000 Penalty: 3545.762695
	Iteration 9F: 3 clusters Score -7295674 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7297289.500000 Penalty: 3545.762695
	Iteration 10Q: 3 clusters Score -7297290 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7298090.500000 Penalty: 3545.762695
	Iteration 11Q: 3 clusters Score -7298090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7298414.500000 Penalty: 3545.762695
	Iteration 12Q: 3 clusters Score -7298414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7298512.500000 Penalty: 3545.762695
	Iteration 13Q: 3 clusters Score -7298512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7298579.000000 Penalty: 3545.762695
	Iteration 14Q: 3 clusters Score -7298579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7298610.000000 Penalty: 3545.762695
	Iteration 15Q: 3 clusters Score -7298610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7298637.500000 Penalty: 3545.762695
	Iteration 16Q: 3 clusters Score -7298638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7298650.500000 Penalty: 3545.762695
	Iteration 17Q: 3 clusters Score -7298650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7298665.500000 Penalty: 3545.762695
	Iteration 18Q: 3 clusters Score -7298666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7298677.500000 Penalty: 3545.762695
	Iteration 19Q: 3 clusters Score -7298678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7298678.500000 Penalty: 3545.762695
	Iteration 20F: 3 clusters Score -7298678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7298675.500000 Penalty: 3545.762695
	Iteration 21Q: 3 clusters Score -7298676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7298685.500000 Penalty: 3545.762695
	Iteration 22Q: 3 clusters Score -7298686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7298687.000000 Penalty: 3545.762695
	Iteration 23Q: 3 clusters Score -7298687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7298687.000000 Penalty: 3545.762695
	Iteration 24F: 3 clusters Score -7298687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66155.070312 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66155.07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66551.359375 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66551.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66764.375000 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66764.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66901.789062 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66901.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66990.515625 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -66990.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67068.156250 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -67068.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67123.476562 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67123.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67176.257812 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67176.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67187.687500 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -67187.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67198.976562 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -67198.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67207.984375 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -67207.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67211.257812 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -67211.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67215.531250 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -67215.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67218.632812 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -67218.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67220.609375 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -67220.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67220.609375 Penalty: 2085.437988
	Iteration 15F: 3 clusters Score -67220.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -260796.703125 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -260796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -258628.718750 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -258628.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -259183.796875 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -259183.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -259394.156250 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -259394.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -259528.343750 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -259528.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -259619.343750 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -259619.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -259677.796875 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -259677.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -259715.765625 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -259715.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -259747.468750 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -259747.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -259773.765625 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -259773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259796.890625 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -259796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -259820.390625 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -259820.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -259850.640625 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -259850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -259882.140625 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -259882.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -259914.406250 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -259914.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -259944.265625 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -259944.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -259963.843750 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -259963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -259983.875000 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -259983.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -260004.421875 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -260004.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -260033.078125 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -260033.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -260049.937500 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -260049.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -260064.234375 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -260064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -260076.843750 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -260076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260085.171875 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -260085.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260092.796875 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -260092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260097.281250 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -260097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -260109.890625 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -260109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -260122.109375 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -260122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -260134.562500 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -260134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260149.593750 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -260149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -260169.375000 Penalty: 2482.727295
	Iteration 29Q: 3 clusters Score -260169.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -260189.703125 Penalty: 2482.727295
	Iteration 30Q: 3 clusters Score -260189.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -260213.640625 Penalty: 2482.727295
	Iteration 31Q: 3 clusters Score -260213.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -260233.500000 Penalty: 2482.727295
	Iteration 32Q: 3 clusters Score -260233.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -260250.500000 Penalty: 2482.727295
	Iteration 33Q: 3 clusters Score -260250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -260267.078125 Penalty: 2482.727295
	Iteration 34Q: 3 clusters Score -260267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -260280.468750 Penalty: 2482.727295
	Iteration 35Q: 3 clusters Score -260280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -260292.671875 Penalty: 2482.727295
	Iteration 36Q: 3 clusters Score -260292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260299.781250 Penalty: 2482.727295
	Iteration 37Q: 3 clusters Score -260299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -260304.203125 Penalty: 2482.727295
	Iteration 38Q: 3 clusters Score -260304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260306.375000 Penalty: 2482.727295
	Iteration 39Q: 3 clusters Score -260306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260308.250000 Penalty: 2482.727295
	Iteration 40F: 3 clusters Score -260308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -260309.843750 Penalty: 2482.727295
	Iteration 41Q: 3 clusters Score -260309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -260311.453125 Penalty: 2482.727295
	Iteration 42Q: 3 clusters Score -260311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -260314.500000 Penalty: 2482.727295
	Iteration 43Q: 3 clusters Score -260314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -260316.734375 Penalty: 2482.727295
	Iteration 44Q: 3 clusters Score -260316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -260318.765625 Penalty: 2482.727295
	Iteration 45Q: 3 clusters Score -260318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -260318.765625 Penalty: 2482.727295
	Iteration 46F: 3 clusters Score -260318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Entering Unmasked Estep 
Score: -1483914.500000 Penalty: 1520.237305
	Iteration 0F: 2 clusters Score -1483914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1475711.500000 Penalty: 3040.474609
	Iteration 0F: 3 clusters Score -1475712 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1478639.875000 Penalty: 3040.474609
	Iteration 1F: 3 clusters Score -1478640 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1479106.000000 Penalty: 3040.474609
	Iteration 2F: 3 clusters Score -1479106 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1479513.000000 Penalty: 3040.474609
	Iteration 3F: 3 clusters Score -1479513 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1479818.875000 Penalty: 3040.474609
	Iteration 4F: 3 clusters Score -1479819 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1480044.750000 Penalty: 3040.474609
	Iteration 5Q: 3 clusters Score -1480045 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1480247.500000 Penalty: 3040.474609
	Iteration 6Q: 3 clusters Score -1480248 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1480421.625000 Penalty: 3040.474609
	Iteration 7Q: 3 clusters Score -1480422 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1480563.375000 Penalty: 3040.474609
	Iteration 8Q: 3 clusters Score -1480563 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1480695.250000 Penalty: 3040.474609
	Iteration 9Q: 3 clusters Score -1480695 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1480808.125000 Penalty: 3040.474609
	Iteration 10Q: 3 clusters Score -1480808 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1480933.000000 Penalty: 3040.474609
	Iteration 11Q: 3 clusters Score -1480933 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1481091.250000 Penalty: 3040.474609
	Iteration 12Q: 3 clusters Score -1481091 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1481266.750000 Penalty: 3040.474609
	Iteration 13Q: 3 clusters Score -1481267 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1481468.000000 Penalty: 3040.474609
	Iteration 14Q: 3 clusters Score -1481468 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1481674.000000 Penalty: 3040.474609
	Iteration 15Q: 3 clusters Score -1481674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1481855.375000 Penalty: 3040.474609
	Iteration 16Q: 3 clusters Score -1481855 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1481993.875000 Penalty: 3040.474609
	Iteration 17Q: 3 clusters Score -1481994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1482104.625000 Penalty: 3040.474609
	Iteration 18Q: 3 clusters Score -1482105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1482193.500000 Penalty: 3040.474609
	Iteration 19Q: 3 clusters Score -1482194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1482266.750000 Penalty: 3040.474609
	Iteration 20F: 3 clusters Score -1482267 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1482344.250000 Penalty: 3040.474609
	Iteration 21Q: 3 clusters Score -1482344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1482407.125000 Penalty: 3040.474609
	Iteration 22Q: 3 clusters Score -1482407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1482462.000000 Penalty: 3040.474609
	Iteration 23Q: 3 clusters Score -1482462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1482513.500000 Penalty: 3040.474609
	Iteration 24Q: 3 clusters Score -1482514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1482545.375000 Penalty: 3040.474609
	Iteration 25Q: 3 clusters Score -1482545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1482582.625000 Penalty: 3040.474609
	Iteration 26Q: 3 clusters Score -1482583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1482619.250000 Penalty: 3040.474609
	Iteration 27Q: 3 clusters Score -1482619 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1482655.250000 Penalty: 3040.474609
	Iteration 28Q: 3 clusters Score -1482655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1482708.000000 Penalty: 3040.474609
	Iteration 29Q: 3 clusters Score -1482708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1482750.750000 Penalty: 3040.474609
	Iteration 30Q: 3 clusters Score -1482751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1482787.750000 Penalty: 3040.474609
	Iteration 31Q: 3 clusters Score -1482788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1482802.250000 Penalty: 3040.474609
	Iteration 32Q: 3 clusters Score -1482802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1482814.250000 Penalty: 3040.474609
	Iteration 33Q: 3 clusters Score -1482814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1482817.875000 Penalty: 3040.474609
	Iteration 34Q: 3 clusters Score -1482818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1482828.000000 Penalty: 3040.474609
	Iteration 35Q: 3 clusters Score -1482828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1482837.000000 Penalty: 3040.474609
	Iteration 36Q: 3 clusters Score -1482837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1482838.375000 Penalty: 3040.474609
	Iteration 37Q: 3 clusters Score -1482838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1482842.125000 Penalty: 3040.474609
	Iteration 38Q: 3 clusters Score -1482842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1482843.000000 Penalty: 3040.474609
	Iteration 39Q: 3 clusters Score -1482843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1482845.875000 Penalty: 3040.474609
	Iteration 40F: 3 clusters Score -1482846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1482849.625000 Penalty: 3040.474609
	Iteration 41Q: 3 clusters Score -1482850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1482851.625000 Penalty: 3040.474609
	Iteration 42Q: 3 clusters Score -1482852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1482855.125000 Penalty: 3040.474609
	Iteration 43Q: 3 clusters Score -1482855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1482856.625000 Penalty: 3040.474609
	Iteration 44Q: 3 clusters Score -1482857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1482859.250000 Penalty: 3040.474609
	Iteration 45Q: 3 clusters Score -1482859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1482863.625000 Penalty: 3040.474609
	Iteration 46Q: 3 clusters Score -1482864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1482864.625000 Penalty: 3040.474609
	Iteration 47Q: 3 clusters Score -1482865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1482869.500000 Penalty: 3040.474609
	Iteration 48Q: 3 clusters Score -1482870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1482873.500000 Penalty: 3040.474609
	Iteration 49Q: 3 clusters Score -1482874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1482873.500000 Penalty: 3040.474609
	Iteration 50Q: 3 clusters Score -1482874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1482876.250000 Penalty: 3040.474609
	Iteration 51Q: 3 clusters Score -1482876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1482877.000000 Penalty: 3040.474609
	Iteration 52Q: 3 clusters Score -1482877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1482877.250000 Penalty: 3040.474609
	Iteration 53Q: 3 clusters Score -1482877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1482877.250000 Penalty: 3040.474609
	Iteration 54F: 3 clusters Score -1482877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12790.237305 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12790.24 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13114.108398 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13114.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13152.351562 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -13152.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13225.169922 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13225.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13252.733398 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13252.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13307.112305 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13307.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13314.492188 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13314.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13355.445312 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13355.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13393.034180 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13393.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13413.994141 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -13413.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13423.257812 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -13423.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13460.785156 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -13460.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13460.785156 Penalty: 1858.033936
	Iteration 12F: 3 clusters Score -13460.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25038.912109 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25038.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25192.087891 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25192.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25239.746094 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -25239.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25255.625000 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25255.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25274.300781 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25286.640625 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25286.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25286.640625 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -25286.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -647230.750000 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -647230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -643294.125000 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -643294.1 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -644425.437500 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -644425.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -644680.937500 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -644680.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -644862.125000 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -644862.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -645024.062500 Penalty: 2766.393555
	Iteration 4F: 3 clusters Score -645024.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -645192.062500 Penalty: 2766.393555
	Iteration 5F: 3 clusters Score -645192.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -645369.500000 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -645369.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -645550.562500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -645550.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -645699.937500 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -645699.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -645803.625000 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -645803.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -645892.250000 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -645892.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -645971.562500 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -645971.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -646027.937500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -646027.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -646060.375000 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -646060.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -646087.312500 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -646087.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -646105.875000 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -646105.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -646120.875000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -646120.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -646135.937500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -646135.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -646153.750000 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -646153.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -646168.687500 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -646168.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -646178.562500 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -646178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -646185.812500 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -646185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -646193.437500 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -646193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -646198.312500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -646198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -646202.625000 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -646202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -646205.875000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -646205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -646209.187500 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -646209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -646215.437500 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -646215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -646215.750000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -646215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -646218.000000 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -646218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -646221.187500 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -646221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -646221.625000 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -646221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -646222.812500 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -646222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -646225.687500 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -646225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -646227.750000 Penalty: 2766.393555
	Iteration 34Q: 3 clusters Score -646227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -646229.500000 Penalty: 2766.393555
	Iteration 35Q: 3 clusters Score -646229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -646228.875000 Penalty: 2766.393555
	Iteration 36Q: 3 clusters Score -646228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -646228.812500 Penalty: 2766.393555
	Iteration 37Q: 3 clusters Score -646228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -646228.812500 Penalty: 2766.393555
	Iteration 38F: 3 clusters Score -646228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Entering Unmasked Estep 
Score: -2435462.250000 Penalty: 1598.464722
	Iteration 0F: 2 clusters Score -2435462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2422641.000000 Penalty: 3196.929443
	Iteration 0F: 3 clusters Score -2422641 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2427101.750000 Penalty: 3196.929443
	Iteration 1F: 3 clusters Score -2427102 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2427380.000000 Penalty: 3196.929443
	Iteration 2Q: 3 clusters Score -2427380 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2427641.250000 Penalty: 3196.929443
	Iteration 3Q: 3 clusters Score -2427641 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2427909.000000 Penalty: 3196.929443
	Iteration 4Q: 3 clusters Score -2427909 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2428220.000000 Penalty: 3196.929443
	Iteration 5Q: 3 clusters Score -2428220 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2428597.750000 Penalty: 3196.929443
	Iteration 6Q: 3 clusters Score -2428598 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2429114.750000 Penalty: 3196.929443
	Iteration 7Q: 3 clusters Score -2429115 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2429735.500000 Penalty: 3196.929443
	Iteration 8Q: 3 clusters Score -2429736 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2430425.000000 Penalty: 3196.929443
	Iteration 9F: 3 clusters Score -2430425 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2431125.500000 Penalty: 3196.929443
	Iteration 10F: 3 clusters Score -2431126 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2431823.000000 Penalty: 3196.929443
	Iteration 11Q: 3 clusters Score -2431823 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2432441.250000 Penalty: 3196.929443
	Iteration 12Q: 3 clusters Score -2432441 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2432976.000000 Penalty: 3196.929443
	Iteration 13Q: 3 clusters Score -2432976 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2433344.500000 Penalty: 3196.929443
	Iteration 14Q: 3 clusters Score -2433344 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2433578.250000 Penalty: 3196.929443
	Iteration 15Q: 3 clusters Score -2433578 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2433730.750000 Penalty: 3196.929443
	Iteration 16Q: 3 clusters Score -2433731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2433854.500000 Penalty: 3196.929443
	Iteration 17Q: 3 clusters Score -2433854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2433945.000000 Penalty: 3196.929443
	Iteration 18Q: 3 clusters Score -2433945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2433993.250000 Penalty: 3196.929443
	Iteration 19Q: 3 clusters Score -2433993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2434021.750000 Penalty: 3196.929443
	Iteration 20F: 3 clusters Score -2434022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2434039.250000 Penalty: 3196.929443
	Iteration 21Q: 3 clusters Score -2434039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2434059.000000 Penalty: 3196.929443
	Iteration 22Q: 3 clusters Score -2434059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2434074.250000 Penalty: 3196.929443
	Iteration 23Q: 3 clusters Score -2434074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2434091.000000 Penalty: 3196.929443
	Iteration 24Q: 3 clusters Score -2434091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2434100.750000 Penalty: 3196.929443
	Iteration 25Q: 3 clusters Score -2434101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2434107.250000 Penalty: 3196.929443
	Iteration 26Q: 3 clusters Score -2434107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2434114.000000 Penalty: 3196.929443
	Iteration 27Q: 3 clusters Score -2434114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2434120.250000 Penalty: 3196.929443
	Iteration 28Q: 3 clusters Score -2434120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2434125.500000 Penalty: 3196.929443
	Iteration 29Q: 3 clusters Score -2434126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2434129.000000 Penalty: 3196.929443
	Iteration 30Q: 3 clusters Score -2434129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2434133.500000 Penalty: 3196.929443
	Iteration 31Q: 3 clusters Score -2434134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2434138.000000 Penalty: 3196.929443
	Iteration 32Q: 3 clusters Score -2434138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2434136.000000 Penalty: 3196.929443
	Iteration 33Q: 3 clusters Score -2434136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2434136.750000 Penalty: 3196.929443
	Iteration 34Q: 3 clusters Score -2434137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2434136.750000 Penalty: 3196.929443
	Iteration 35F: 3 clusters Score -2434137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2575197.250000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575197 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2579074.250000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2579074 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2579427.250000 Penalty: 3144.053711
	Iteration 2F: 3 clusters Score -2579427 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2579787.750000 Penalty: 3144.053711
	Iteration 3F: 3 clusters Score -2579788 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2580191.250000 Penalty: 3144.053711
	Iteration 4F: 3 clusters Score -2580191 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2580662.250000 Penalty: 3144.053711
	Iteration 5F: 3 clusters Score -2580662 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2581243.750000 Penalty: 3144.053711
	Iteration 6F: 3 clusters Score -2581244 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2581883.750000 Penalty: 3144.053711
	Iteration 7F: 3 clusters Score -2581884 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2582464.250000 Penalty: 3144.053711
	Iteration 8F: 3 clusters Score -2582464 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2582961.250000 Penalty: 3144.053711
	Iteration 9Q: 3 clusters Score -2582961 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2583339.750000 Penalty: 3144.053711
	Iteration 10Q: 3 clusters Score -2583340 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2583660.750000 Penalty: 3144.053711
	Iteration 11Q: 3 clusters Score -2583661 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2583979.250000 Penalty: 3144.053711
	Iteration 12Q: 3 clusters Score -2583979 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2584249.500000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2584250 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2584453.500000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2584454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2584547.250000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2584547 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2584619.500000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2584620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2584655.500000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2584656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2584681.000000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2584681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2584704.250000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2584704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2584716.000000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2584716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2584732.250000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2584732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2584747.000000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2584747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2584769.000000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2584769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2584786.250000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2584786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2584789.250000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2584789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2584800.250000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2584800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2584808.750000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2584809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2584818.250000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2584818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2584823.500000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2584824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2584821.250000 Penalty: 3144.053711
	Iteration 30Q: 3 clusters Score -2584821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2584830.500000 Penalty: 3144.053711
	Iteration 31Q: 3 clusters Score -2584830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2584833.750000 Penalty: 3144.053711
	Iteration 32Q: 3 clusters Score -2584834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2584834.000000 Penalty: 3144.053711
	Iteration 33Q: 3 clusters Score -2584834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2584834.000000 Penalty: 3144.053711
	Iteration 34F: 3 clusters Score -2584834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -38811.964844 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -38811.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37931.281250 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -37931.28 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38107.953125 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -38107.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38194.949219 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -38194.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38232.199219 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -38232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38247.347656 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -38247.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38248.468750 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -38248.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38253.968750 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -38253.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38257.144531 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -38257.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38257.144531 Penalty: 1900.092651
	Iteration 8F: 3 clusters Score -38257.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33626.542969 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33626.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33931.492188 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -33931.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34008.738281 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34008.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34077.855469 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34077.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34117.765625 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34117.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34208.859375 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34208.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34280.023438 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34280.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34313.957031 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34313.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34333.125000 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34333.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34338.062500 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34338.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34338.062500 Penalty: 1973.739502
	Iteration 10F: 3 clusters Score -34338.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68479.585938 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68479.59 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68714.429688 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68714.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68768.007812 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68768.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68826.101562 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -68826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68881.265625 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -68881.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68930.335938 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -68930.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68979.437500 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -68979.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69002.015625 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -69002.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69009.992188 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -69009.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69014.726562 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69014.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69016.890625 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -69016.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69016.890625 Penalty: 2084.906494
	Iteration 11F: 3 clusters Score -69016.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Entering Unmasked Estep 
Score: -6072521.000000 Penalty: 1744.005981
	Iteration 0F: 2 clusters Score -6072521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6041894.500000 Penalty: 3488.011963
	Iteration 0F: 3 clusters Score -6041894 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6054246.000000 Penalty: 3488.011963
	Iteration 1F: 3 clusters Score -6054246 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6054695.000000 Penalty: 3488.011963
	Iteration 2Q: 3 clusters Score -6054695 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6055245.000000 Penalty: 3488.011963
	Iteration 3Q: 3 clusters Score -6055245 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -6055909.500000 Penalty: 3488.011963
	Iteration 4Q: 3 clusters Score -6055910 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6056572.000000 Penalty: 3488.011963
	Iteration 5Q: 3 clusters Score -6056572 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6057450.500000 Penalty: 3488.011963
	Iteration 6Q: 3 clusters Score -6057450 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -6058480.000000 Penalty: 3488.011963
	Iteration 7Q: 3 clusters Score -6058480 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -6059678.500000 Penalty: 3488.011963
	Iteration 8Q: 3 clusters Score -6059678 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -6061036.000000 Penalty: 3488.011963
	Iteration 9F: 3 clusters Score -6061036 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -6062608.000000 Penalty: 3488.011963
	Iteration 10F: 3 clusters Score -6062608 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -6064318.500000 Penalty: 3488.011963
	Iteration 11F: 3 clusters Score -6064318 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -6065862.000000 Penalty: 3488.011963
	Iteration 12Q: 3 clusters Score -6065862 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6067231.000000 Penalty: 3488.011963
	Iteration 13Q: 3 clusters Score -6067231 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6068465.000000 Penalty: 3488.011963
	Iteration 14Q: 3 clusters Score -6068465 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6069385.000000 Penalty: 3488.011963
	Iteration 15Q: 3 clusters Score -6069385 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6070111.500000 Penalty: 3488.011963
	Iteration 16Q: 3 clusters Score -6070112 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6070472.500000 Penalty: 3488.011963
	Iteration 17Q: 3 clusters Score -6070472 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6070728.000000 Penalty: 3488.011963
	Iteration 18Q: 3 clusters Score -6070728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6070897.500000 Penalty: 3488.011963
	Iteration 19Q: 3 clusters Score -6070898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6070989.500000 Penalty: 3488.011963
	Iteration 20F: 3 clusters Score -6070990 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6071058.000000 Penalty: 3488.011963
	Iteration 21Q: 3 clusters Score -6071058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6071113.500000 Penalty: 3488.011963
	Iteration 22Q: 3 clusters Score -6071114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6071143.500000 Penalty: 3488.011963
	Iteration 23Q: 3 clusters Score -6071144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6071177.000000 Penalty: 3488.011963
	Iteration 24Q: 3 clusters Score -6071177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6071197.000000 Penalty: 3488.011963
	Iteration 25Q: 3 clusters Score -6071197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6071201.500000 Penalty: 3488.011963
	Iteration 26Q: 3 clusters Score -6071202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6071200.000000 Penalty: 3488.011963
	Iteration 27Q: 3 clusters Score -6071200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6071217.000000 Penalty: 3488.011963
	Iteration 28Q: 3 clusters Score -6071217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6071212.000000 Penalty: 3488.011963
	Iteration 29Q: 3 clusters Score -6071212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6071224.000000 Penalty: 3488.011963
	Iteration 30Q: 3 clusters Score -6071224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6071230.500000 Penalty: 3488.011963
	Iteration 31Q: 3 clusters Score -6071230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6071235.500000 Penalty: 3488.011963
	Iteration 32Q: 3 clusters Score -6071236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6071239.000000 Penalty: 3488.011963
	Iteration 33Q: 3 clusters Score -6071239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6071239.000000 Penalty: 3488.011963
	Iteration 34F: 3 clusters Score -6071239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (60371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Entering Unmasked Estep 
Score: -8044429.000000 Penalty: 1788.843018
	Iteration 0F: 2 clusters Score -8044429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -8004242.500000 Penalty: 3577.686035
	Iteration 0F: 3 clusters Score -8004242 nChanged 28425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8020179.000000 Penalty: 3577.686035
	Iteration 1F: 3 clusters Score -8020179 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -8020706.500000 Penalty: 3577.686035
	Iteration 2Q: 3 clusters Score -8020706 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -8021147.500000 Penalty: 3577.686035
	Iteration 3Q: 3 clusters Score -8021148 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -8021682.000000 Penalty: 3577.686035
	Iteration 4Q: 3 clusters Score -8021682 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8022222.000000 Penalty: 3577.686035
	Iteration 5Q: 3 clusters Score -8022222 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8022830.500000 Penalty: 3577.686035
	Iteration 6Q: 3 clusters Score -8022830 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -8023592.000000 Penalty: 3577.686035
	Iteration 7Q: 3 clusters Score -8023592 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8024481.500000 Penalty: 3577.686035
	Iteration 8Q: 3 clusters Score -8024482 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -8025632.000000 Penalty: 3577.686035
	Iteration 9Q: 3 clusters Score -8025632 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8027249.500000 Penalty: 3577.686035
	Iteration 10Q: 3 clusters Score -8027250 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8029618.500000 Penalty: 3577.686035
	Iteration 11F: 3 clusters Score -8029618 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -8032562.000000 Penalty: 3577.686035
	Iteration 12F: 3 clusters Score -8032562 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -8035857.500000 Penalty: 3577.686035
	Iteration 13F: 3 clusters Score -8035858 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -8038873.000000 Penalty: 3577.686035
	Iteration 14F: 3 clusters Score -8038873 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -8040823.500000 Penalty: 3577.686035
	Iteration 15Q: 3 clusters Score -8040824 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -8041876.500000 Penalty: 3577.686035
	Iteration 16Q: 3 clusters Score -8041876 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -8042375.500000 Penalty: 3577.686035
	Iteration 17Q: 3 clusters Score -8042376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -8042584.000000 Penalty: 3577.686035
	Iteration 18Q: 3 clusters Score -8042584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8042693.500000 Penalty: 3577.686035
	Iteration 19Q: 3 clusters Score -8042694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -8042756.000000 Penalty: 3577.686035
	Iteration 20F: 3 clusters Score -8042756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -8042793.000000 Penalty: 3577.686035
	Iteration 21Q: 3 clusters Score -8042793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -8042835.500000 Penalty: 3577.686035
	Iteration 22Q: 3 clusters Score -8042836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -8042857.000000 Penalty: 3577.686035
	Iteration 23Q: 3 clusters Score -8042857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -8042874.000000 Penalty: 3577.686035
	Iteration 24Q: 3 clusters Score -8042874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -8042900.500000 Penalty: 3577.686035
	Iteration 25Q: 3 clusters Score -8042900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -8042906.000000 Penalty: 3577.686035
	Iteration 26Q: 3 clusters Score -8042906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -8042922.000000 Penalty: 3577.686035
	Iteration 27Q: 3 clusters Score -8042922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -8042928.500000 Penalty: 3577.686035
	Iteration 28Q: 3 clusters Score -8042928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -8042924.500000 Penalty: 3577.686035
	Iteration 29Q: 3 clusters Score -8042924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -8042927.000000 Penalty: 3577.686035
	Iteration 30Q: 3 clusters Score -8042927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -8042928.500000 Penalty: 3577.686035
	Iteration 31Q: 3 clusters Score -8042928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -8042928.500000 Penalty: 3577.686035
	Iteration 32Q: 3 clusters Score -8042928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -8042928.000000 Penalty: 3577.686035
	Iteration 33Q: 3 clusters Score -8042928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -8042928.000000 Penalty: 3577.686035
	Iteration 34F: 3 clusters Score -8042928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Entering Unmasked Estep 
Score: -2594064.250000 Penalty: 1606.008911
	Iteration 0F: 2 clusters Score -2594064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2580553.000000 Penalty: 3212.017822
	Iteration 0F: 3 clusters Score -2580553 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2585554.250000 Penalty: 3212.017822
	Iteration 1F: 3 clusters Score -2585554 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2585918.000000 Penalty: 3212.017822
	Iteration 2Q: 3 clusters Score -2585918 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2586335.500000 Penalty: 3212.017822
	Iteration 3Q: 3 clusters Score -2586336 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2586921.000000 Penalty: 3212.017822
	Iteration 4F: 3 clusters Score -2586921 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2587767.000000 Penalty: 3212.017822
	Iteration 5F: 3 clusters Score -2587767 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2588962.000000 Penalty: 3212.017822
	Iteration 6F: 3 clusters Score -2588962 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2590411.750000 Penalty: 3212.017822
	Iteration 7F: 3 clusters Score -2590412 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2591779.250000 Penalty: 3212.017822
	Iteration 8F: 3 clusters Score -2591779 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2592876.750000 Penalty: 3212.017822
	Iteration 9Q: 3 clusters Score -2592877 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2593462.750000 Penalty: 3212.017822
	Iteration 10Q: 3 clusters Score -2593463 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2593607.000000 Penalty: 3212.017822
	Iteration 11Q: 3 clusters Score -2593607 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2593674.250000 Penalty: 3212.017822
	Iteration 12Q: 3 clusters Score -2593674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2593696.250000 Penalty: 3212.017822
	Iteration 13Q: 3 clusters Score -2593696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2593702.000000 Penalty: 3212.017822
	Iteration 14Q: 3 clusters Score -2593702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2593708.000000 Penalty: 3212.017822
	Iteration 15Q: 3 clusters Score -2593708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2593715.250000 Penalty: 3212.017822
	Iteration 16Q: 3 clusters Score -2593715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2593722.750000 Penalty: 3212.017822
	Iteration 17Q: 3 clusters Score -2593723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2593727.750000 Penalty: 3212.017822
	Iteration 18Q: 3 clusters Score -2593728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2593729.500000 Penalty: 3212.017822
	Iteration 19Q: 3 clusters Score -2593730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2593731.000000 Penalty: 3212.017822
	Iteration 20F: 3 clusters Score -2593731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2593729.000000 Penalty: 3212.017822
	Iteration 21Q: 3 clusters Score -2593729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2593734.000000 Penalty: 3212.017822
	Iteration 22Q: 3 clusters Score -2593734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2593741.000000 Penalty: 3212.017822
	Iteration 23Q: 3 clusters Score -2593741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2593742.000000 Penalty: 3212.017822
	Iteration 24Q: 3 clusters Score -2593742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2593747.500000 Penalty: 3212.017822
	Iteration 25Q: 3 clusters Score -2593748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2593747.750000 Penalty: 3212.017822
	Iteration 26Q: 3 clusters Score -2593748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2593747.000000 Penalty: 3212.017822
	Iteration 27Q: 3 clusters Score -2593747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2593750.250000 Penalty: 3212.017822
	Iteration 28Q: 3 clusters Score -2593750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2593745.000000 Penalty: 3212.017822
	Iteration 29Q: 3 clusters Score -2593745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2593746.000000 Penalty: 3212.017822
	Iteration 30Q: 3 clusters Score -2593746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2593745.500000 Penalty: 3212.017822
	Iteration 31Q: 3 clusters Score -2593746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2593745.500000 Penalty: 3212.017822
	Iteration 32Q: 3 clusters Score -2593746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2593747.500000 Penalty: 3212.017822
	Iteration 33Q: 3 clusters Score -2593748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2593745.250000 Penalty: 3212.017822
	Iteration 34Q: 3 clusters Score -2593745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2593747.250000 Penalty: 3212.017822
	Iteration 35Q: 3 clusters Score -2593747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2593752.000000 Penalty: 3212.017822
	Iteration 36Q: 3 clusters Score -2593752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2593750.250000 Penalty: 3212.017822
	Iteration 37Q: 3 clusters Score -2593750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2593750.250000 Penalty: 3212.017822
	Iteration 38Q: 3 clusters Score -2593750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2593750.250000 Penalty: 3212.017822
	Iteration 39F: 3 clusters Score -2593750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (88294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Entering Unmasked Estep 
Score: -11769887.000000 Penalty: 1850.619507
	Iteration 0F: 2 clusters Score -1.176989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -11718620.000000 Penalty: 3701.239014
	Iteration 0F: 3 clusters Score -1.171862e+07 nChanged 42194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -11743535.000000 Penalty: 3701.239014
	Iteration 1F: 3 clusters Score -1.174354e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -11744868.000000 Penalty: 3701.239014
	Iteration 2Q: 3 clusters Score -1.174487e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -11747235.000000 Penalty: 3701.239014
	Iteration 3F: 3 clusters Score -1.174724e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -11751544.000000 Penalty: 3701.239014
	Iteration 4F: 3 clusters Score -1.175154e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -11756954.000000 Penalty: 3701.239014
	Iteration 5F: 3 clusters Score -1.175695e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -11762532.000000 Penalty: 3701.239014
	Iteration 6F: 3 clusters Score -1.176253e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -11765720.000000 Penalty: 3701.239014
	Iteration 7F: 3 clusters Score -1.176572e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11767113.000000 Penalty: 3701.239014
	Iteration 8Q: 3 clusters Score -1.176711e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11767732.000000 Penalty: 3701.239014
	Iteration 9Q: 3 clusters Score -1.176773e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11768040.000000 Penalty: 3701.239014
	Iteration 10Q: 3 clusters Score -1.176804e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11768150.000000 Penalty: 3701.239014
	Iteration 11Q: 3 clusters Score -1.176815e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11768185.000000 Penalty: 3701.239014
	Iteration 12Q: 3 clusters Score -1.176818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11768210.000000 Penalty: 3701.239014
	Iteration 13Q: 3 clusters Score -1.176821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11768243.000000 Penalty: 3701.239014
	Iteration 14Q: 3 clusters Score -1.176824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11768276.000000 Penalty: 3701.239014
	Iteration 15Q: 3 clusters Score -1.176828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11768269.000000 Penalty: 3701.239014
	Iteration 16Q: 3 clusters Score -1.176827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11768284.000000 Penalty: 3701.239014
	Iteration 17Q: 3 clusters Score -1.176828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11768290.000000 Penalty: 3701.239014
	Iteration 18Q: 3 clusters Score -1.176829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11768294.000000 Penalty: 3701.239014
	Iteration 19Q: 3 clusters Score -1.176829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11768297.000000 Penalty: 3701.239014
	Iteration 20F: 3 clusters Score -1.17683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11768304.000000 Penalty: 3701.239014
	Iteration 21Q: 3 clusters Score -1.17683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11768306.000000 Penalty: 3701.239014
	Iteration 22Q: 3 clusters Score -1.176831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11768316.000000 Penalty: 3701.239014
	Iteration 23Q: 3 clusters Score -1.176832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11768321.000000 Penalty: 3701.239014
	Iteration 24Q: 3 clusters Score -1.176832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11768321.000000 Penalty: 3701.239014
	Iteration 25F: 3 clusters Score -1.176832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -1195059.375000 Penalty: 1482.954102
	Iteration 0F: 2 clusters Score -1195059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1188418.125000 Penalty: 2965.908203
	Iteration 0F: 3 clusters Score -1188418 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1190651.125000 Penalty: 2965.908203
	Iteration 1F: 3 clusters Score -1190651 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1191087.875000 Penalty: 2965.908203
	Iteration 2F: 3 clusters Score -1191088 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1191502.625000 Penalty: 2965.908203
	Iteration 3F: 3 clusters Score -1191503 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1191964.375000 Penalty: 2965.908203
	Iteration 4F: 3 clusters Score -1191964 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1192484.875000 Penalty: 2965.908203
	Iteration 5F: 3 clusters Score -1192485 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1192992.875000 Penalty: 2965.908203
	Iteration 6F: 3 clusters Score -1192993 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1193401.375000 Penalty: 2965.908203
	Iteration 7F: 3 clusters Score -1193401 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1193706.750000 Penalty: 2965.908203
	Iteration 8Q: 3 clusters Score -1193707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1193867.125000 Penalty: 2965.908203
	Iteration 9Q: 3 clusters Score -1193867 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1193970.000000 Penalty: 2965.908203
	Iteration 10Q: 3 clusters Score -1193970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1194009.875000 Penalty: 2965.908203
	Iteration 11Q: 3 clusters Score -1194010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1194033.500000 Penalty: 2965.908203
	Iteration 12Q: 3 clusters Score -1194034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1194051.000000 Penalty: 2965.908203
	Iteration 13Q: 3 clusters Score -1194051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1194059.250000 Penalty: 2965.908203
	Iteration 14Q: 3 clusters Score -1194059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1194068.625000 Penalty: 2965.908203
	Iteration 15Q: 3 clusters Score -1194069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1194072.625000 Penalty: 2965.908203
	Iteration 16Q: 3 clusters Score -1194073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1194077.000000 Penalty: 2965.908203
	Iteration 17Q: 3 clusters Score -1194077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1194083.750000 Penalty: 2965.908203
	Iteration 18Q: 3 clusters Score -1194084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1194083.250000 Penalty: 2965.908203
	Iteration 19Q: 3 clusters Score -1194083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1194086.250000 Penalty: 2965.908203
	Iteration 20F: 3 clusters Score -1194086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1194088.500000 Penalty: 2965.908203
	Iteration 21Q: 3 clusters Score -1194088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1194092.375000 Penalty: 2965.908203
	Iteration 22Q: 3 clusters Score -1194092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1194090.375000 Penalty: 2965.908203
	Iteration 23Q: 3 clusters Score -1194090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1194093.125000 Penalty: 2965.908203
	Iteration 24Q: 3 clusters Score -1194093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1194094.000000 Penalty: 2965.908203
	Iteration 25Q: 3 clusters Score -1194094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1194095.625000 Penalty: 2965.908203
	Iteration 26Q: 3 clusters Score -1194096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1194096.000000 Penalty: 2965.908203
	Iteration 27Q: 3 clusters Score -1194096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1194095.500000 Penalty: 2965.908203
	Iteration 28Q: 3 clusters Score -1194096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1194097.375000 Penalty: 2965.908203
	Iteration 29Q: 3 clusters Score -1194097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1194096.750000 Penalty: 2965.908203
	Iteration 30Q: 3 clusters Score -1194097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1194097.250000 Penalty: 2965.908203
	Iteration 31Q: 3 clusters Score -1194097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1194097.250000 Penalty: 2965.908203
	Iteration 32F: 3 clusters Score -1194097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21149.574219 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21149.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21320.837891 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21320.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21406.900391 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -21406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21453.341797 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -21453.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21468.035156 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21468.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21480.880859 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21480.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21481.927734 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -21481.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21481.927734 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -21481.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100311.656250 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100311.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100489.710938 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100489.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100551.273438 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100551.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100611.257812 Penalty: 2133.711182
	Iteration 3F: 3 clusters Score -100611.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100674.320312 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100674.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100712.570312 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100712.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -100729.578125 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -100735.296875 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100745.085938 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -100756.523438 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -100770.250000 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -100770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -100776.820312 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -100776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -100784.070312 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -100784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -100799.203125 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -100799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -100808.531250 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -100808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -100812.320312 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -100812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -100813.023438 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -100813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -100813.023438 Penalty: 2133.711182
	Iteration 17F: 3 clusters Score -100813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -300011.062500 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -300011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297715.625000 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -297715.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -298327.281250 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -298327.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -298563.812500 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -298563.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298719.031250 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -298719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -298817.906250 Penalty: 2527.373779
	Iteration 4F: 3 clusters Score -298817.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -298857.156250 Penalty: 2527.373779
	Iteration 5Q: 3 clusters Score -298857.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -298883.031250 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -298883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -298919.218750 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -298919.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298946.187500 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -298946.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -298962.500000 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -298962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298974.812500 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -298974.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -298983.437500 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -298983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298990.093750 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -298990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -298997.781250 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -298997.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -299008.812500 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -299008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -299016.906250 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -299016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -299021.843750 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -299021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -299031.500000 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -299031.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -299046.187500 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -299046.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -299058.562500 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -299058.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -299071.218750 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -299071.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -299082.968750 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -299083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -299095.281250 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -299095.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -299107.000000 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -299107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -299120.031250 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -299120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -299137.968750 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -299138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -299159.812500 Penalty: 2527.373779
	Iteration 26Q: 3 clusters Score -299159.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -299182.906250 Penalty: 2527.373779
	Iteration 27Q: 3 clusters Score -299182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -299203.312500 Penalty: 2527.373779
	Iteration 28Q: 3 clusters Score -299203.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299229.562500 Penalty: 2527.373779
	Iteration 29Q: 3 clusters Score -299229.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -299260.750000 Penalty: 2527.373779
	Iteration 30Q: 3 clusters Score -299260.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -299291.062500 Penalty: 2527.373779
	Iteration 31Q: 3 clusters Score -299291.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -299310.937500 Penalty: 2527.373779
	Iteration 32Q: 3 clusters Score -299310.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -299321.093750 Penalty: 2527.373779
	Iteration 33Q: 3 clusters Score -299321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -299325.812500 Penalty: 2527.373779
	Iteration 34Q: 3 clusters Score -299325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -299331.437500 Penalty: 2527.373779
	Iteration 35Q: 3 clusters Score -299331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -299335.187500 Penalty: 2527.373779
	Iteration 36Q: 3 clusters Score -299335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -299337.843750 Penalty: 2527.373779
	Iteration 37Q: 3 clusters Score -299337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -299339.593750 Penalty: 2527.373779
	Iteration 38Q: 3 clusters Score -299339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -299341.031250 Penalty: 2527.373779
	Iteration 39Q: 3 clusters Score -299341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -299341.281250 Penalty: 2527.373779
	Iteration 40F: 3 clusters Score -299341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -299341.968750 Penalty: 2527.373779
	Iteration 41Q: 3 clusters Score -299342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -299342.031250 Penalty: 2527.373779
	Iteration 42Q: 3 clusters Score -299342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -299342.343750 Penalty: 2527.373779
	Iteration 43Q: 3 clusters Score -299342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -299344.156250 Penalty: 2527.373779
	Iteration 44Q: 3 clusters Score -299344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -299345.031250 Penalty: 2527.373779
	Iteration 45Q: 3 clusters Score -299345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -299345.125000 Penalty: 2527.373779
	Iteration 46Q: 3 clusters Score -299345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -299345.125000 Penalty: 2527.373779
	Iteration 47F: 3 clusters Score -299345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -141147.671875 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141147.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141381.687500 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141381.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -141458.703125 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141458.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141486.265625 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141499.171875 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -141505.093750 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -141506.343750 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141509.031250 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -141513.265625 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -141517.375000 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -141520.203125 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -141526.390625 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -141530.656250 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -141534.171875 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -141535.640625 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -141535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -141537.265625 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -141537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -141537.265625 Penalty: 2215.439209
	Iteration 16F: 3 clusters Score -141537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Entering Unmasked Estep 
Score: -3840799.500000 Penalty: 1671.418213
	Iteration 0F: 2 clusters Score -3840800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3820888.500000 Penalty: 3342.836426
	Iteration 0F: 3 clusters Score -3820888 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3828673.000000 Penalty: 3342.836426
	Iteration 1F: 3 clusters Score -3828673 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3829216.000000 Penalty: 3342.836426
	Iteration 2Q: 3 clusters Score -3829216 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3829808.500000 Penalty: 3342.836426
	Iteration 3Q: 3 clusters Score -3829808 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3830544.000000 Penalty: 3342.836426
	Iteration 4F: 3 clusters Score -3830544 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3831488.500000 Penalty: 3342.836426
	Iteration 5F: 3 clusters Score -3831488 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3832623.500000 Penalty: 3342.836426
	Iteration 6F: 3 clusters Score -3832624 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3833811.750000 Penalty: 3342.836426
	Iteration 7F: 3 clusters Score -3833812 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3835059.500000 Penalty: 3342.836426
	Iteration 8F: 3 clusters Score -3835060 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3836086.250000 Penalty: 3342.836426
	Iteration 9Q: 3 clusters Score -3836086 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3836679.250000 Penalty: 3342.836426
	Iteration 10Q: 3 clusters Score -3836679 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3837055.250000 Penalty: 3342.836426
	Iteration 11Q: 3 clusters Score -3837055 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3837257.250000 Penalty: 3342.836426
	Iteration 12Q: 3 clusters Score -3837257 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3837412.500000 Penalty: 3342.836426
	Iteration 13Q: 3 clusters Score -3837412 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3837562.500000 Penalty: 3342.836426
	Iteration 14Q: 3 clusters Score -3837562 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3837677.500000 Penalty: 3342.836426
	Iteration 15Q: 3 clusters Score -3837678 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3837764.750000 Penalty: 3342.836426
	Iteration 16Q: 3 clusters Score -3837765 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3837849.500000 Penalty: 3342.836426
	Iteration 17Q: 3 clusters Score -3837850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3837940.250000 Penalty: 3342.836426
	Iteration 18Q: 3 clusters Score -3837940 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3838052.250000 Penalty: 3342.836426
	Iteration 19Q: 3 clusters Score -3838052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3838164.750000 Penalty: 3342.836426
	Iteration 20F: 3 clusters Score -3838165 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3838273.500000 Penalty: 3342.836426
	Iteration 21Q: 3 clusters Score -3838274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3838388.250000 Penalty: 3342.836426
	Iteration 22Q: 3 clusters Score -3838388 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3838497.250000 Penalty: 3342.836426
	Iteration 23Q: 3 clusters Score -3838497 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3838594.500000 Penalty: 3342.836426
	Iteration 24Q: 3 clusters Score -3838594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3838699.250000 Penalty: 3342.836426
	Iteration 25Q: 3 clusters Score -3838699 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3838795.500000 Penalty: 3342.836426
	Iteration 26Q: 3 clusters Score -3838796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3838880.000000 Penalty: 3342.836426
	Iteration 27Q: 3 clusters Score -3838880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3838951.750000 Penalty: 3342.836426
	Iteration 28Q: 3 clusters Score -3838952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3839016.750000 Penalty: 3342.836426
	Iteration 29Q: 3 clusters Score -3839017 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3839068.500000 Penalty: 3342.836426
	Iteration 30Q: 3 clusters Score -3839068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3839124.000000 Penalty: 3342.836426
	Iteration 31Q: 3 clusters Score -3839124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3839176.000000 Penalty: 3342.836426
	Iteration 32Q: 3 clusters Score -3839176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3839235.000000 Penalty: 3342.836426
	Iteration 33Q: 3 clusters Score -3839235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3839274.000000 Penalty: 3342.836426
	Iteration 34Q: 3 clusters Score -3839274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3839308.000000 Penalty: 3342.836426
	Iteration 35Q: 3 clusters Score -3839308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3839330.750000 Penalty: 3342.836426
	Iteration 36Q: 3 clusters Score -3839331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3839360.250000 Penalty: 3342.836426
	Iteration 37Q: 3 clusters Score -3839360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3839379.500000 Penalty: 3342.836426
	Iteration 38Q: 3 clusters Score -3839380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3839408.000000 Penalty: 3342.836426
	Iteration 39Q: 3 clusters Score -3839408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3839429.750000 Penalty: 3342.836426
	Iteration 40F: 3 clusters Score -3839430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3839446.500000 Penalty: 3342.836426
	Iteration 41Q: 3 clusters Score -3839446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3839466.750000 Penalty: 3342.836426
	Iteration 42Q: 3 clusters Score -3839467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3839497.000000 Penalty: 3342.836426
	Iteration 43Q: 3 clusters Score -3839497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3839510.500000 Penalty: 3342.836426
	Iteration 44Q: 3 clusters Score -3839510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3839520.000000 Penalty: 3342.836426
	Iteration 45Q: 3 clusters Score -3839520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3839529.250000 Penalty: 3342.836426
	Iteration 46Q: 3 clusters Score -3839529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3839549.750000 Penalty: 3342.836426
	Iteration 47Q: 3 clusters Score -3839550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3839561.750000 Penalty: 3342.836426
	Iteration 48Q: 3 clusters Score -3839562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3839572.000000 Penalty: 3342.836426
	Iteration 49Q: 3 clusters Score -3839572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3839587.250000 Penalty: 3342.836426
	Iteration 50Q: 3 clusters Score -3839587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3839596.250000 Penalty: 3342.836426
	Iteration 51Q: 3 clusters Score -3839596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3839609.500000 Penalty: 3342.836426
	Iteration 52Q: 3 clusters Score -3839610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3839626.250000 Penalty: 3342.836426
	Iteration 53Q: 3 clusters Score -3839626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3839635.500000 Penalty: 3342.836426
	Iteration 54Q: 3 clusters Score -3839636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3839644.000000 Penalty: 3342.836426
	Iteration 55Q: 3 clusters Score -3839644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3839650.000000 Penalty: 3342.836426
	Iteration 56Q: 3 clusters Score -3839650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3839652.750000 Penalty: 3342.836426
	Iteration 57Q: 3 clusters Score -3839653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3839658.750000 Penalty: 3342.836426
	Iteration 58Q: 3 clusters Score -3839659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3839665.750000 Penalty: 3342.836426
	Iteration 59Q: 3 clusters Score -3839666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3839673.750000 Penalty: 3342.836426
	Iteration 60F: 3 clusters Score -3839674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3839678.750000 Penalty: 3342.836426
	Iteration 61Q: 3 clusters Score -3839679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3839676.250000 Penalty: 3342.836426
	Iteration 62Q: 3 clusters Score -3839676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3839680.500000 Penalty: 3342.836426
	Iteration 63Q: 3 clusters Score -3839680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3839682.250000 Penalty: 3342.836426
	Iteration 64Q: 3 clusters Score -3839682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3839680.500000 Penalty: 3342.836426
	Iteration 65Q: 3 clusters Score -3839680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3839677.500000 Penalty: 3342.836426
	Iteration 66Q: 3 clusters Score -3839678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3839677.750000 Penalty: 3342.836426
	Iteration 67Q: 3 clusters Score -3839678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3839677.750000 Penalty: 3342.836426
	Iteration 68Q: 3 clusters Score -3839678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3839677.750000 Penalty: 3342.836426
	Iteration 69F: 3 clusters Score -3839678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44472.070312 Penalty: 954.676270
	Iteration 0F: 2 clusters Score -44472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43520.011719 Penalty: 1909.352539
	Iteration 0F: 3 clusters Score -43520.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43654.152344 Penalty: 1909.352539
	Iteration 1F: 3 clusters Score -43654.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43675.976562 Penalty: 1909.352539
	Iteration 2Q: 3 clusters Score -43675.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43701.765625 Penalty: 1909.352539
	Iteration 3Q: 3 clusters Score -43701.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43708.089844 Penalty: 1909.352539
	Iteration 4Q: 3 clusters Score -43708.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43714.445312 Penalty: 1909.352539
	Iteration 5Q: 3 clusters Score -43714.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43715.906250 Penalty: 1909.352539
	Iteration 6Q: 3 clusters Score -43715.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43715.906250 Penalty: 1909.352539
	Iteration 7F: 3 clusters Score -43715.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39579.324219 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39579.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39800.062500 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39800.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39869.558594 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -39869.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39911.195312 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -39911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39938.042969 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -39938.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39952.707031 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -39952.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39965.605469 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -39965.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39992.324219 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -39992.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40003.531250 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40003.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40020.851562 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40020.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40023.000000 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40024.257812 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40024.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40025.265625 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40025.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40025.265625 Penalty: 1972.989746
	Iteration 13F: 3 clusters Score -40025.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (63507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Entering Unmasked Estep 
Score: -8404165.000000 Penalty: 1797.072144
	Iteration 0F: 2 clusters Score -8404165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -8363744.000000 Penalty: 3594.144287
	Iteration 0F: 3 clusters Score -8363744 nChanged 29817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -8380826.500000 Penalty: 3594.144287
	Iteration 1F: 3 clusters Score -8380826 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -8381839.000000 Penalty: 3594.144287
	Iteration 2Q: 3 clusters Score -8381839 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -8383298.000000 Penalty: 3594.144287
	Iteration 3F: 3 clusters Score -8383298 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -8385127.000000 Penalty: 3594.144287
	Iteration 4F: 3 clusters Score -8385127 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8387149.500000 Penalty: 3594.144287
	Iteration 5F: 3 clusters Score -8387150 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8389313.000000 Penalty: 3594.144287
	Iteration 6F: 3 clusters Score -8389313 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -8391359.000000 Penalty: 3594.144287
	Iteration 7F: 3 clusters Score -8391359 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -8393308.000000 Penalty: 3594.144287
	Iteration 8F: 3 clusters Score -8393308 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -8395264.000000 Penalty: 3594.144287
	Iteration 9Q: 3 clusters Score -8395264 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -8397174.000000 Penalty: 3594.144287
	Iteration 10Q: 3 clusters Score -8397174 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -8398942.000000 Penalty: 3594.144287
	Iteration 11Q: 3 clusters Score -8398942 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8400458.000000 Penalty: 3594.144287
	Iteration 12Q: 3 clusters Score -8400458 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8401679.000000 Penalty: 3594.144287
	Iteration 13Q: 3 clusters Score -8401679 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8402486.000000 Penalty: 3594.144287
	Iteration 14Q: 3 clusters Score -8402486 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8402870.000000 Penalty: 3594.144287
	Iteration 15Q: 3 clusters Score -8402870 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8403015.000000 Penalty: 3594.144287
	Iteration 16Q: 3 clusters Score -8403015 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8403108.000000 Penalty: 3594.144287
	Iteration 17Q: 3 clusters Score -8403108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8403169.000000 Penalty: 3594.144287
	Iteration 18Q: 3 clusters Score -8403169 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8403204.000000 Penalty: 3594.144287
	Iteration 19Q: 3 clusters Score -8403204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8403203.000000 Penalty: 3594.144287
	Iteration 20F: 3 clusters Score -8403203 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8403232.000000 Penalty: 3594.144287
	Iteration 21Q: 3 clusters Score -8403232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8403247.000000 Penalty: 3594.144287
	Iteration 22Q: 3 clusters Score -8403247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8403236.000000 Penalty: 3594.144287
	Iteration 23Q: 3 clusters Score -8403236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8403237.000000 Penalty: 3594.144287
	Iteration 24Q: 3 clusters Score -8403237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8403240.000000 Penalty: 3594.144287
	Iteration 25Q: 3 clusters Score -8403240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8403226.000000 Penalty: 3594.144287
	Iteration 26Q: 3 clusters Score -8403226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8403198.000000 Penalty: 3594.144287
	Iteration 27Q: 3 clusters Score -8403198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8403218.000000 Penalty: 3594.144287
	Iteration 28Q: 3 clusters Score -8403218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8403228.000000 Penalty: 3594.144287
	Iteration 29Q: 3 clusters Score -8403228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8403217.000000 Penalty: 3594.144287
	Iteration 30Q: 3 clusters Score -8403217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8403216.000000 Penalty: 3594.144287
	Iteration 31Q: 3 clusters Score -8403216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8403222.000000 Penalty: 3594.144287
	Iteration 32Q: 3 clusters Score -8403222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8403217.000000 Penalty: 3594.144287
	Iteration 33Q: 3 clusters Score -8403217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8403210.000000 Penalty: 3594.144287
	Iteration 34Q: 3 clusters Score -8403210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8403202.000000 Penalty: 3594.144287
	Iteration 35Q: 3 clusters Score -8403202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8403194.000000 Penalty: 3594.144287
	Iteration 36Q: 3 clusters Score -8403194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8403200.000000 Penalty: 3594.144287
	Iteration 37Q: 3 clusters Score -8403200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8403207.000000 Penalty: 3594.144287
	Iteration 38Q: 3 clusters Score -8403207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8403202.000000 Penalty: 3594.144287
	Iteration 39Q: 3 clusters Score -8403202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8403206.000000 Penalty: 3594.144287
	Iteration 40F: 3 clusters Score -8403206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8403207.000000 Penalty: 3594.144287
	Iteration 41Q: 3 clusters Score -8403207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8403209.000000 Penalty: 3594.144287
	Iteration 42Q: 3 clusters Score -8403209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8403205.000000 Penalty: 3594.144287
	Iteration 43Q: 3 clusters Score -8403205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8403199.000000 Penalty: 3594.144287
	Iteration 44Q: 3 clusters Score -8403199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8403201.000000 Penalty: 3594.144287
	Iteration 45Q: 3 clusters Score -8403201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8403195.000000 Penalty: 3594.144287
	Iteration 46Q: 3 clusters Score -8403195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8403195.000000 Penalty: 3594.144287
	Iteration 47F: 3 clusters Score -8403195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (79198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Entering Unmasked Estep 
Score: -10587258.000000 Penalty: 1832.952271
	Iteration 0F: 2 clusters Score -1.058726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10538815.000000 Penalty: 3665.904541
	Iteration 0F: 3 clusters Score -1.053882e+07 nChanged 37637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -10560202.000000 Penalty: 3665.904541
	Iteration 1F: 3 clusters Score -1.05602e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -10560811.000000 Penalty: 3665.904541
	Iteration 2Q: 3 clusters Score -1.056081e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -10561551.000000 Penalty: 3665.904541
	Iteration 3Q: 3 clusters Score -1.056155e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -10562665.000000 Penalty: 3665.904541
	Iteration 4Q: 3 clusters Score -1.056266e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -10564260.000000 Penalty: 3665.904541
	Iteration 5Q: 3 clusters Score -1.056426e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -10566900.000000 Penalty: 3665.904541
	Iteration 6F: 3 clusters Score -1.05669e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -10570773.000000 Penalty: 3665.904541
	Iteration 7F: 3 clusters Score -1.057077e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -10575130.000000 Penalty: 3665.904541
	Iteration 8F: 3 clusters Score -1.057513e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -10578788.000000 Penalty: 3665.904541
	Iteration 9F: 3 clusters Score -1.057879e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10581050.000000 Penalty: 3665.904541
	Iteration 10Q: 3 clusters Score -1.058105e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -10582597.000000 Penalty: 3665.904541
	Iteration 11Q: 3 clusters Score -1.05826e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -10583570.000000 Penalty: 3665.904541
	Iteration 12Q: 3 clusters Score -1.058357e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -10584336.000000 Penalty: 3665.904541
	Iteration 13Q: 3 clusters Score -1.058434e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10584809.000000 Penalty: 3665.904541
	Iteration 14Q: 3 clusters Score -1.058481e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10585044.000000 Penalty: 3665.904541
	Iteration 15Q: 3 clusters Score -1.058504e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10585255.000000 Penalty: 3665.904541
	Iteration 16Q: 3 clusters Score -1.058526e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10585398.000000 Penalty: 3665.904541
	Iteration 17Q: 3 clusters Score -1.05854e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10585483.000000 Penalty: 3665.904541
	Iteration 18Q: 3 clusters Score -1.058548e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10585511.000000 Penalty: 3665.904541
	Iteration 19Q: 3 clusters Score -1.058551e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10585549.000000 Penalty: 3665.904541
	Iteration 20F: 3 clusters Score -1.058555e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10585564.000000 Penalty: 3665.904541
	Iteration 21Q: 3 clusters Score -1.058556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10585582.000000 Penalty: 3665.904541
	Iteration 22Q: 3 clusters Score -1.058558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10585625.000000 Penalty: 3665.904541
	Iteration 23Q: 3 clusters Score -1.058562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10585654.000000 Penalty: 3665.904541
	Iteration 24Q: 3 clusters Score -1.058565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10585660.000000 Penalty: 3665.904541
	Iteration 25Q: 3 clusters Score -1.058566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10585651.000000 Penalty: 3665.904541
	Iteration 26Q: 3 clusters Score -1.058565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10585650.000000 Penalty: 3665.904541
	Iteration 27Q: 3 clusters Score -1.058565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10585653.000000 Penalty: 3665.904541
	Iteration 28Q: 3 clusters Score -1.058565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10585648.000000 Penalty: 3665.904541
	Iteration 29Q: 3 clusters Score -1.058565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10585665.000000 Penalty: 3665.904541
	Iteration 30Q: 3 clusters Score -1.058566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10585664.000000 Penalty: 3665.904541
	Iteration 31Q: 3 clusters Score -1.058566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10585663.000000 Penalty: 3665.904541
	Iteration 32Q: 3 clusters Score -1.058566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10585673.000000 Penalty: 3665.904541
	Iteration 33Q: 3 clusters Score -1.058567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10585673.000000 Penalty: 3665.904541
	Iteration 34Q: 3 clusters Score -1.058567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10585669.000000 Penalty: 3665.904541
	Iteration 35Q: 3 clusters Score -1.058567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10585671.000000 Penalty: 3665.904541
	Iteration 36Q: 3 clusters Score -1.058567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10585672.000000 Penalty: 3665.904541
	Iteration 37Q: 3 clusters Score -1.058567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10585678.000000 Penalty: 3665.904541
	Iteration 38Q: 3 clusters Score -1.058568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10585679.000000 Penalty: 3665.904541
	Iteration 39Q: 3 clusters Score -1.058568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10585683.000000 Penalty: 3665.904541
	Iteration 40F: 3 clusters Score -1.058568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10585695.000000 Penalty: 3665.904541
	Iteration 41Q: 3 clusters Score -1.05857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10585694.000000 Penalty: 3665.904541
	Iteration 42Q: 3 clusters Score -1.058569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10585694.000000 Penalty: 3665.904541
	Iteration 43Q: 3 clusters Score -1.058569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10585699.000000 Penalty: 3665.904541
	Iteration 44Q: 3 clusters Score -1.05857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10585706.000000 Penalty: 3665.904541
	Iteration 45Q: 3 clusters Score -1.058571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10585706.000000 Penalty: 3665.904541
	Iteration 46F: 3 clusters Score -1.058571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13965.868164 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13965.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14099.435547 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14099.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14150.729492 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -14150.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14174.759766 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14174.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14175.419922 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14175.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14176.333008 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14176.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14177.320312 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14177.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14187.735352 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -14187.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14188.820312 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -14188.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14188.820312 Penalty: 1754.402954
	Iteration 9F: 3 clusters Score -14188.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48892.492188 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48892.49 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49075.339844 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49075.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49211.757812 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49211.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49282.250000 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -49282.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49353.101562 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49353.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49370.085938 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49370.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49392.390625 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49392.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49398.234375 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49398.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49398.234375 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -49398.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68957.210938 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68957.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69066.273438 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69066.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69109.179688 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69109.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69129.718750 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69129.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69134.648438 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69134.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69147.515625 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69147.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69149.882812 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69149.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69150.171875 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69150.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69151.070312 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69151.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69156.507812 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69156.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69158.695312 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69160.929688 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -69160.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69163.750000 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -69163.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69172.750000 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -69172.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69178.835938 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -69178.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69182.796875 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -69182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69188.875000 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -69188.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69193.757812 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -69193.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69197.781250 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -69197.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69198.093750 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -69198.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69198.093750 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -69198.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48394.671875 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48394.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47435.402344 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47435.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47641.773438 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47641.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47791.074219 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -47791.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47941.304688 Penalty: 1966.928955
	Iteration 3F: 3 clusters Score -47941.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48106.031250 Penalty: 1966.928955
	Iteration 4F: 3 clusters Score -48106.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48173.035156 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -48173.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48183.164062 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -48183.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48195.949219 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -48195.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48201.980469 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -48201.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48211.816406 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -48211.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48216.093750 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -48216.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48218.570312 Penalty: 1966.928955
	Iteration 11Q: 3 clusters Score -48218.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48218.570312 Penalty: 1966.928955
	Iteration 12F: 3 clusters Score -48218.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Entering Unmasked Estep 
Score: -2827456.500000 Penalty: 1618.440186
	Iteration 0F: 2 clusters Score -2827456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2813149.750000 Penalty: 3236.880371
	Iteration 0F: 3 clusters Score -2813150 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2818293.750000 Penalty: 3236.880371
	Iteration 1F: 3 clusters Score -2818294 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2818605.250000 Penalty: 3236.880371
	Iteration 2Q: 3 clusters Score -2818605 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2818879.750000 Penalty: 3236.880371
	Iteration 3Q: 3 clusters Score -2818880 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2819136.500000 Penalty: 3236.880371
	Iteration 4Q: 3 clusters Score -2819136 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2819342.750000 Penalty: 3236.880371
	Iteration 5Q: 3 clusters Score -2819343 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2819578.750000 Penalty: 3236.880371
	Iteration 6Q: 3 clusters Score -2819579 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2819895.250000 Penalty: 3236.880371
	Iteration 7Q: 3 clusters Score -2819895 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2820353.000000 Penalty: 3236.880371
	Iteration 8Q: 3 clusters Score -2820353 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2820984.000000 Penalty: 3236.880371
	Iteration 9Q: 3 clusters Score -2820984 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2821870.250000 Penalty: 3236.880371
	Iteration 10F: 3 clusters Score -2821870 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2822888.250000 Penalty: 3236.880371
	Iteration 11F: 3 clusters Score -2822888 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2823890.000000 Penalty: 3236.880371
	Iteration 12F: 3 clusters Score -2823890 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2824702.500000 Penalty: 3236.880371
	Iteration 13Q: 3 clusters Score -2824702 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2825280.250000 Penalty: 3236.880371
	Iteration 14Q: 3 clusters Score -2825280 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2825595.500000 Penalty: 3236.880371
	Iteration 15Q: 3 clusters Score -2825596 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2825760.500000 Penalty: 3236.880371
	Iteration 16Q: 3 clusters Score -2825760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2825865.500000 Penalty: 3236.880371
	Iteration 17Q: 3 clusters Score -2825866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2825919.500000 Penalty: 3236.880371
	Iteration 18Q: 3 clusters Score -2825920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2825958.250000 Penalty: 3236.880371
	Iteration 19Q: 3 clusters Score -2825958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2825975.750000 Penalty: 3236.880371
	Iteration 20F: 3 clusters Score -2825976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2825993.250000 Penalty: 3236.880371
	Iteration 21Q: 3 clusters Score -2825993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2825997.500000 Penalty: 3236.880371
	Iteration 22Q: 3 clusters Score -2825998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2826003.750000 Penalty: 3236.880371
	Iteration 23Q: 3 clusters Score -2826004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2826013.000000 Penalty: 3236.880371
	Iteration 24Q: 3 clusters Score -2826013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2826016.500000 Penalty: 3236.880371
	Iteration 25Q: 3 clusters Score -2826016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2826023.000000 Penalty: 3236.880371
	Iteration 26Q: 3 clusters Score -2826023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2826022.000000 Penalty: 3236.880371
	Iteration 27Q: 3 clusters Score -2826022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2826029.500000 Penalty: 3236.880371
	Iteration 28Q: 3 clusters Score -2826030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2826037.750000 Penalty: 3236.880371
	Iteration 29Q: 3 clusters Score -2826038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2826044.000000 Penalty: 3236.880371
	Iteration 30Q: 3 clusters Score -2826044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2826050.250000 Penalty: 3236.880371
	Iteration 31Q: 3 clusters Score -2826050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2826055.750000 Penalty: 3236.880371
	Iteration 32Q: 3 clusters Score -2826056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2826060.500000 Penalty: 3236.880371
	Iteration 33Q: 3 clusters Score -2826060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2826062.250000 Penalty: 3236.880371
	Iteration 34Q: 3 clusters Score -2826062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2826067.500000 Penalty: 3236.880371
	Iteration 35Q: 3 clusters Score -2826068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2826067.250000 Penalty: 3236.880371
	Iteration 36Q: 3 clusters Score -2826067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2826069.750000 Penalty: 3236.880371
	Iteration 37Q: 3 clusters Score -2826070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2826069.750000 Penalty: 3236.880371
	Iteration 38F: 3 clusters Score -2826070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -51460.695312 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -51460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50514.167969 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -50514.17 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50798.082031 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -50798.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50906.097656 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -50906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50952.812500 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -50952.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50988.097656 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -50988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51006.636719 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -51006.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51021.410156 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -51021.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51025.449219 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -51025.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51027.515625 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -51027.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51029.242188 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -51029.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51033.753906 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -51033.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51036.125000 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -51036.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51036.125000 Penalty: 1995.462402
	Iteration 12F: 3 clusters Score -51036.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19210.140625 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19210.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19467.394531 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19467.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19525.275391 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19525.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19532.537109 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19532.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19532.537109 Penalty: 1800.910645
	Iteration 4F: 3 clusters Score -19532.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -161040.812500 Penalty: 1134.262329
	Iteration 0F: 2 clusters Score -161040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159541.609375 Penalty: 2268.524658
	Iteration 0F: 3 clusters Score -159541.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159879.234375 Penalty: 2268.524658
	Iteration 1F: 3 clusters Score -159879.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159966.640625 Penalty: 2268.524658
	Iteration 2F: 3 clusters Score -159966.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160022.859375 Penalty: 2268.524658
	Iteration 3Q: 3 clusters Score -160022.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -160066.484375 Penalty: 2268.524658
	Iteration 4Q: 3 clusters Score -160066.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160112.109375 Penalty: 2268.524658
	Iteration 5Q: 3 clusters Score -160112.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160152.921875 Penalty: 2268.524658
	Iteration 6Q: 3 clusters Score -160152.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -160182.609375 Penalty: 2268.524658
	Iteration 7Q: 3 clusters Score -160182.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160203.140625 Penalty: 2268.524658
	Iteration 8Q: 3 clusters Score -160203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160240.656250 Penalty: 2268.524658
	Iteration 9Q: 3 clusters Score -160240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160256.859375 Penalty: 2268.524658
	Iteration 10Q: 3 clusters Score -160256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160275.265625 Penalty: 2268.524658
	Iteration 11Q: 3 clusters Score -160275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160286.203125 Penalty: 2268.524658
	Iteration 12Q: 3 clusters Score -160286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160289.765625 Penalty: 2268.524658
	Iteration 13Q: 3 clusters Score -160289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160292.015625 Penalty: 2268.524658
	Iteration 14Q: 3 clusters Score -160292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160293.437500 Penalty: 2268.524658
	Iteration 15Q: 3 clusters Score -160293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160296.625000 Penalty: 2268.524658
	Iteration 16Q: 3 clusters Score -160296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160298.312500 Penalty: 2268.524658
	Iteration 17Q: 3 clusters Score -160298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160300.734375 Penalty: 2268.524658
	Iteration 18Q: 3 clusters Score -160300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160304.437500 Penalty: 2268.524658
	Iteration 19Q: 3 clusters Score -160304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160309.609375 Penalty: 2268.524658
	Iteration 20F: 3 clusters Score -160309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160311.093750 Penalty: 2268.524658
	Iteration 21Q: 3 clusters Score -160311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160311.656250 Penalty: 2268.524658
	Iteration 22Q: 3 clusters Score -160311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160312.359375 Penalty: 2268.524658
	Iteration 23Q: 3 clusters Score -160312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160312.937500 Penalty: 2268.524658
	Iteration 24Q: 3 clusters Score -160312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160314.375000 Penalty: 2268.524658
	Iteration 25Q: 3 clusters Score -160314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160314.375000 Penalty: 2268.524658
	Iteration 26F: 3 clusters Score -160314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209543.265625 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209543.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -209894.656250 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209894.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209972.968750 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -210024.234375 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -210024.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -210061.546875 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -210061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210087.765625 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210104.250000 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210111.062500 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210117.468750 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210125.343750 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210131.531250 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -210140.500000 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210145.078125 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210152.500000 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210156.468750 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210157.968750 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210158.625000 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210158.890625 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210159.406250 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -210159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210159.406250 Penalty: 2333.275146
	Iteration 19F: 3 clusters Score -210159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45814 members 
Mstep: Class 28 contains 60371 members 
Mstep: Class 29 contains 19597 members 
Mstep: Class 30 contains 88294 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63507 members 
Mstep: Class 41 contains 79198 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21155 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986936.000000 Penalty: 106718.789062
Iteration 319Q: 50 clusters Score -8.598694e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 23155 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 8735 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18316 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54662 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45891 members 
Mstep: Class 28 contains 60144 members 
Mstep: Class 29 contains 19650 members 
Mstep: Class 30 contains 88052 members 
Mstep: Class 31 contains 9189 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2388 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29312 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63535 members 
Mstep: Class 41 contains 79421 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21105 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987088.000000 Penalty: 106718.789062
Iteration 320F: 50 clusters Score -8.598709e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29184 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23165 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38542 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54595 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45967 members 
Mstep: Class 28 contains 59913 members 
Mstep: Class 29 contains 19708 members 
Mstep: Class 30 contains 87862 members 
Mstep: Class 31 contains 9187 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29323 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63560 members 
Mstep: Class 41 contains 79615 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21040 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987056.000000 Penalty: 106718.789062
Iteration 321Q: 50 clusters Score -8.598706e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29227 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23163 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38709 members 
Mstep: Class 10 contains 8738 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54537 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46027 members 
Mstep: Class 28 contains 59691 members 
Mstep: Class 29 contains 19761 members 
Mstep: Class 30 contains 87668 members 
Mstep: Class 31 contains 9188 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29325 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63573 members 
Mstep: Class 41 contains 79793 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20979 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987168.000000 Penalty: 106718.789062
Iteration 322Q: 50 clusters Score -8.598717e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29290 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23159 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 38870 members 
Mstep: Class 10 contains 8736 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 54523 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46084 members 
Mstep: Class 28 contains 59518 members 
Mstep: Class 29 contains 19799 members 
Mstep: Class 30 contains 87408 members 
Mstep: Class 31 contains 9187 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29329 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63583 members 
Mstep: Class 41 contains 79946 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20937 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987200.000000 Penalty: 106718.789062
Iteration 323Q: 50 clusters Score -8.59872e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29325 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23151 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39026 members 
Mstep: Class 10 contains 8739 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18370 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54555 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18725 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46131 members 
Mstep: Class 28 contains 59405 members 
Mstep: Class 29 contains 19830 members 
Mstep: Class 30 contains 87076 members 
Mstep: Class 31 contains 9185 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29334 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63602 members 
Mstep: Class 41 contains 80078 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20907 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987320.000000 Penalty: 106718.789062
Iteration 324Q: 50 clusters Score -8.598732e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29350 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23143 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39185 members 
Mstep: Class 10 contains 8734 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54590 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18726 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46164 members 
Mstep: Class 28 contains 59317 members 
Mstep: Class 29 contains 19857 members 
Mstep: Class 30 contains 86749 members 
Mstep: Class 31 contains 9184 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29338 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63613 members 
Mstep: Class 41 contains 80210 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20890 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987616.000000 Penalty: 106718.789062
Iteration 325Q: 50 clusters Score -8.598762e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29386 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23141 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39327 members 
Mstep: Class 10 contains 8730 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54638 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46187 members 
Mstep: Class 28 contains 59211 members 
Mstep: Class 29 contains 19905 members 
Mstep: Class 30 contains 86397 members 
Mstep: Class 31 contains 9184 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29340 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63622 members 
Mstep: Class 41 contains 80337 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20904 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987448.000000 Penalty: 106718.789062
Iteration 326Q: 50 clusters Score -8.598745e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29408 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23148 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39495 members 
Mstep: Class 10 contains 8727 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18407 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54686 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18726 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46206 members 
Mstep: Class 28 contains 59090 members 
Mstep: Class 29 contains 19969 members 
Mstep: Class 30 contains 86081 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29341 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63634 members 
Mstep: Class 41 contains 80433 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20912 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987432.000000 Penalty: 106718.789062
Iteration 327Q: 50 clusters Score -8.598743e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29444 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23137 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39644 members 
Mstep: Class 10 contains 8722 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54735 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18727 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46232 members 
Mstep: Class 28 contains 58967 members 
Mstep: Class 29 contains 20042 members 
Mstep: Class 30 contains 85793 members 
Mstep: Class 31 contains 9183 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29349 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63645 members 
Mstep: Class 41 contains 80492 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20913 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987456.000000 Penalty: 106718.789062
Iteration 328Q: 50 clusters Score -8.598746e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29495 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23127 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39774 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18419 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54802 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18722 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46262 members 
Mstep: Class 28 contains 58876 members 
Mstep: Class 29 contains 20104 members 
Mstep: Class 30 contains 85514 members 
Mstep: Class 31 contains 9183 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29360 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63638 members 
Mstep: Class 41 contains 80534 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20913 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987592.000000 Penalty: 106718.789062
Iteration 329Q: 50 clusters Score -8.598759e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29529 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 39898 members 
Mstep: Class 10 contains 8712 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18441 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54853 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18717 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46270 members 
Mstep: Class 28 contains 58792 members 
Mstep: Class 29 contains 20192 members 
Mstep: Class 30 contains 85236 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29359 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63640 members 
Mstep: Class 41 contains 80571 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20927 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85987816.000000 Penalty: 106718.789062
Iteration 330Q: 50 clusters Score -8.598782e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29544 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40015 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18441 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 54919 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46271 members 
Mstep: Class 28 contains 58733 members 
Mstep: Class 29 contains 20293 members 
Mstep: Class 30 contains 84999 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29355 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63652 members 
Mstep: Class 41 contains 80567 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20929 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988016.000000 Penalty: 106718.789062
Iteration 331Q: 50 clusters Score -8.598802e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29541 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40154 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55014 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46256 members 
Mstep: Class 28 contains 58660 members 
Mstep: Class 29 contains 20383 members 
Mstep: Class 30 contains 84768 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29348 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63658 members 
Mstep: Class 41 contains 80549 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20943 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988232.000000 Penalty: 106718.789062
Iteration 332Q: 50 clusters Score -8.598823e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29542 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23104 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40272 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55098 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18710 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46243 members 
Mstep: Class 28 contains 58587 members 
Mstep: Class 29 contains 20470 members 
Mstep: Class 30 contains 84578 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29341 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63652 members 
Mstep: Class 41 contains 80530 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20962 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988400.000000 Penalty: 106718.789062
Iteration 333Q: 50 clusters Score -8.59884e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29566 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40366 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18471 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55196 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 18710 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46235 members 
Mstep: Class 28 contains 58526 members 
Mstep: Class 29 contains 20546 members 
Mstep: Class 30 contains 84370 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29330 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63652 members 
Mstep: Class 41 contains 80501 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 20980 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988592.000000 Penalty: 106718.789062
Iteration 334Q: 50 clusters Score -8.598859e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29588 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40451 members 
Mstep: Class 10 contains 8697 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18481 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55341 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46221 members 
Mstep: Class 28 contains 58443 members 
Mstep: Class 29 contains 20626 members 
Mstep: Class 30 contains 84188 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29319 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63647 members 
Mstep: Class 41 contains 80434 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21018 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988632.000000 Penalty: 106718.789062
Iteration 335Q: 50 clusters Score -8.598863e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29596 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23083 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40568 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18492 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55503 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46202 members 
Mstep: Class 28 contains 58373 members 
Mstep: Class 29 contains 20694 members 
Mstep: Class 30 contains 83964 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29314 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63652 members 
Mstep: Class 41 contains 80349 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21065 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85988936.000000 Penalty: 106718.789062
Iteration 336Q: 50 clusters Score -8.598894e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29602 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23077 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40669 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18508 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55697 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18721 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46175 members 
Mstep: Class 28 contains 58359 members 
Mstep: Class 29 contains 20743 members 
Mstep: Class 30 contains 83739 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2392 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29310 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63638 members 
Mstep: Class 41 contains 80254 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21092 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989248.000000 Penalty: 106718.789062
Iteration 337Q: 50 clusters Score -8.598925e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29605 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23070 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40760 members 
Mstep: Class 10 contains 8668 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18525 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 55908 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18720 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46135 members 
Mstep: Class 28 contains 58322 members 
Mstep: Class 29 contains 20810 members 
Mstep: Class 30 contains 83508 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29312 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63627 members 
Mstep: Class 41 contains 80171 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21120 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989376.000000 Penalty: 106718.789062
Iteration 338Q: 50 clusters Score -8.598938e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29602 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23061 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40842 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18535 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 56128 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18722 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46108 members 
Mstep: Class 28 contains 58252 members 
Mstep: Class 29 contains 20884 members 
Mstep: Class 30 contains 83348 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29302 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63608 members 
Mstep: Class 41 contains 80063 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21148 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989544.000000 Penalty: 106718.789062
Iteration 339Q: 50 clusters Score -8.598954e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29606 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23055 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40906 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 56369 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46058 members 
Mstep: Class 28 contains 58202 members 
Mstep: Class 29 contains 20956 members 
Mstep: Class 30 contains 83172 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29297 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63598 members 
Mstep: Class 41 contains 79943 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21182 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989728.000000 Penalty: 106718.789062
Iteration 340F: 50 clusters Score -8.598973e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29608 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 40970 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18549 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 56606 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 46025 members 
Mstep: Class 28 contains 58148 members 
Mstep: Class 29 contains 21014 members 
Mstep: Class 30 contains 83019 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29284 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63577 members 
Mstep: Class 41 contains 79832 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21219 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85989784.000000 Penalty: 106718.789062
Iteration 341Q: 50 clusters Score -8.598978e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29612 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23046 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41040 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18564 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 56836 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 18716 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45981 members 
Mstep: Class 28 contains 58090 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 82829 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29270 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63564 members 
Mstep: Class 41 contains 79761 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21235 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990208.000000 Penalty: 106718.789062
Iteration 342Q: 50 clusters Score -8.599021e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29617 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23043 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18566 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57123 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 18713 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45927 members 
Mstep: Class 28 contains 58037 members 
Mstep: Class 29 contains 21142 members 
Mstep: Class 30 contains 82683 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29264 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63538 members 
Mstep: Class 41 contains 79617 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21261 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990512.000000 Penalty: 106718.789062
Iteration 343Q: 50 clusters Score -8.599051e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29629 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41145 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18565 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57384 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 18713 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45887 members 
Mstep: Class 28 contains 58005 members 
Mstep: Class 29 contains 21218 members 
Mstep: Class 30 contains 82514 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29258 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63515 members 
Mstep: Class 41 contains 79484 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21284 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990528.000000 Penalty: 106718.789062
Iteration 344Q: 50 clusters Score -8.599053e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29631 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23018 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41164 members 
Mstep: Class 10 contains 8618 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18566 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57677 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45843 members 
Mstep: Class 28 contains 57965 members 
Mstep: Class 29 contains 21272 members 
Mstep: Class 30 contains 82373 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29250 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63490 members 
Mstep: Class 41 contains 79366 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21305 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85990848.000000 Penalty: 106718.789062
Iteration 345Q: 50 clusters Score -8.599085e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29631 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41204 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18567 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 57903 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45793 members 
Mstep: Class 28 contains 57901 members 
Mstep: Class 29 contains 21316 members 
Mstep: Class 30 contains 82250 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29238 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63459 members 
Mstep: Class 41 contains 79323 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21320 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991064.000000 Penalty: 106718.789062
Iteration 346Q: 50 clusters Score -8.599106e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29622 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22999 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41232 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18572 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 58108 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 18738 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45751 members 
Mstep: Class 28 contains 57863 members 
Mstep: Class 29 contains 21333 members 
Mstep: Class 30 contains 82117 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29230 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63428 members 
Mstep: Class 41 contains 79314 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21336 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991248.000000 Penalty: 106718.789062
Iteration 347Q: 50 clusters Score -8.599125e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29619 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22992 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41242 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18587 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 58283 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18740 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45711 members 
Mstep: Class 28 contains 57821 members 
Mstep: Class 29 contains 21348 members 
Mstep: Class 30 contains 81970 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29225 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63402 members 
Mstep: Class 41 contains 79353 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21349 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991584.000000 Penalty: 106718.789062
Iteration 348Q: 50 clusters Score -8.599158e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29602 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41244 members 
Mstep: Class 10 contains 8610 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18586 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 58437 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18740 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45672 members 
Mstep: Class 28 contains 57747 members 
Mstep: Class 29 contains 21365 members 
Mstep: Class 30 contains 81883 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2397 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29221 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63371 members 
Mstep: Class 41 contains 79422 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21380 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991576.000000 Penalty: 106718.789062
Iteration 349Q: 50 clusters Score -8.599158e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29592 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 10 contains 8605 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18583 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 58572 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45632 members 
Mstep: Class 28 contains 57675 members 
Mstep: Class 29 contains 21369 members 
Mstep: Class 30 contains 81820 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29217 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63356 members 
Mstep: Class 41 contains 79493 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21401 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991832.000000 Penalty: 106718.789062
Iteration 350Q: 50 clusters Score -8.599183e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29567 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41248 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18579 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58693 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18724 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45581 members 
Mstep: Class 28 contains 57583 members 
Mstep: Class 29 contains 21358 members 
Mstep: Class 30 contains 81750 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29219 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63343 members 
Mstep: Class 41 contains 79602 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21438 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991840.000000 Penalty: 106718.789062
Iteration 351Q: 50 clusters Score -8.599184e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29551 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41264 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18578 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58792 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18721 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45527 members 
Mstep: Class 28 contains 57521 members 
Mstep: Class 29 contains 21347 members 
Mstep: Class 30 contains 81649 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29218 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63337 members 
Mstep: Class 41 contains 79695 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21488 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991784.000000 Penalty: 106718.789062
Iteration 352Q: 50 clusters Score -8.599178e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29514 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41272 members 
Mstep: Class 10 contains 8593 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18579 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58854 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45490 members 
Mstep: Class 28 contains 57438 members 
Mstep: Class 29 contains 21336 members 
Mstep: Class 30 contains 81562 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29212 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63335 members 
Mstep: Class 41 contains 79834 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21544 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991808.000000 Penalty: 106718.789062
Iteration 353Q: 50 clusters Score -8.599181e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29496 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41273 members 
Mstep: Class 10 contains 8585 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18575 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45456 members 
Mstep: Class 28 contains 57398 members 
Mstep: Class 29 contains 21327 members 
Mstep: Class 30 contains 81478 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29211 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63329 members 
Mstep: Class 41 contains 79948 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21601 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991656.000000 Penalty: 106718.789062
Iteration 354Q: 50 clusters Score -8.599166e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29480 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22974 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41289 members 
Mstep: Class 10 contains 8581 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18565 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58928 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45422 members 
Mstep: Class 28 contains 57346 members 
Mstep: Class 29 contains 21320 members 
Mstep: Class 30 contains 81414 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29200 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63333 members 
Mstep: Class 41 contains 80042 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21651 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991760.000000 Penalty: 106718.789062
Iteration 355Q: 50 clusters Score -8.599176e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29462 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41304 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18570 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58965 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45404 members 
Mstep: Class 28 contains 57292 members 
Mstep: Class 29 contains 21313 members 
Mstep: Class 30 contains 81349 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29195 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63329 members 
Mstep: Class 41 contains 80127 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21699 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991712.000000 Penalty: 106718.789062
Iteration 356Q: 50 clusters Score -8.599171e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29437 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41301 members 
Mstep: Class 10 contains 8567 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18573 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58990 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45371 members 
Mstep: Class 28 contains 57258 members 
Mstep: Class 29 contains 21297 members 
Mstep: Class 30 contains 81294 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29190 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63326 members 
Mstep: Class 41 contains 80233 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21756 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991832.000000 Penalty: 106718.789062
Iteration 357Q: 50 clusters Score -8.599183e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29418 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22954 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41290 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18579 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59002 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18703 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45339 members 
Mstep: Class 28 contains 57227 members 
Mstep: Class 29 contains 21281 members 
Mstep: Class 30 contains 81259 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29188 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 41 contains 80328 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21810 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85991632.000000 Penalty: 106718.789062
Iteration 358Q: 50 clusters Score -8.599163e+07 nChanged 727
Entering ConstructFrom: 
Score: -85991632.000000 Penalty: 106718.789062
Entering ConstructFrom: 
Trying to split cluster 1 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -229266.406250 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -229266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -227244.859375 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -227244.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227772.656250 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -227772.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227954.593750 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -227954.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -228082.750000 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -228082.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -228180.718750 Penalty: 2456.687500
	Iteration 4F: 3 clusters Score -228180.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228247.578125 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -228247.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -228292.875000 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -228292.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -228326.609375 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -228326.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -228347.968750 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -228348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228364.015625 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -228364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -228373.796875 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -228373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -228381.421875 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -228381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -228385.937500 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -228385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -228390.921875 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -228390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -228393.515625 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -228393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228394.609375 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -228394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228396.468750 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -228396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -228399.093750 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -228399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -228404.484375 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -228404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -228407.609375 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -228407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228411.750000 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -228411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228415.921875 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -228415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -228417.156250 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -228417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -228419.234375 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -228419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228424.453125 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -228424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228427.937500 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -228427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -228432.953125 Penalty: 2456.687500
	Iteration 26Q: 3 clusters Score -228433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -228436.156250 Penalty: 2456.687500
	Iteration 27Q: 3 clusters Score -228436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228440.984375 Penalty: 2456.687500
	Iteration 28Q: 3 clusters Score -228441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -228443.281250 Penalty: 2456.687500
	Iteration 29Q: 3 clusters Score -228443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228444.937500 Penalty: 2456.687500
	Iteration 30Q: 3 clusters Score -228444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -228448.843750 Penalty: 2456.687500
	Iteration 31Q: 3 clusters Score -228448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228452.140625 Penalty: 2456.687500
	Iteration 32Q: 3 clusters Score -228452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -228455.171875 Penalty: 2456.687500
	Iteration 33Q: 3 clusters Score -228455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -228456.265625 Penalty: 2456.687500
	Iteration 34Q: 3 clusters Score -228456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -228457.234375 Penalty: 2456.687500
	Iteration 35Q: 3 clusters Score -228457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -228457.781250 Penalty: 2456.687500
	Iteration 36Q: 3 clusters Score -228457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228458.578125 Penalty: 2456.687500
	Iteration 37Q: 3 clusters Score -228458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228461.187500 Penalty: 2456.687500
	Iteration 38Q: 3 clusters Score -228461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228462.781250 Penalty: 2456.687500
	Iteration 39Q: 3 clusters Score -228462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -228464.312500 Penalty: 2456.687500
	Iteration 40F: 3 clusters Score -228464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -228464.953125 Penalty: 2456.687500
	Iteration 41Q: 3 clusters Score -228465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -228464.953125 Penalty: 2456.687500
	Iteration 42F: 3 clusters Score -228465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Entering Unmasked Estep 
Score: -3930413.750000 Penalty: 1671.910767
	Iteration 0F: 2 clusters Score -3930414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3910672.500000 Penalty: 3343.821533
	Iteration 0F: 3 clusters Score -3910672 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3918183.750000 Penalty: 3343.821533
	Iteration 1F: 3 clusters Score -3918184 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3918552.250000 Penalty: 3343.821533
	Iteration 2Q: 3 clusters Score -3918552 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3918954.750000 Penalty: 3343.821533
	Iteration 3Q: 3 clusters Score -3918955 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3919490.750000 Penalty: 3343.821533
	Iteration 4Q: 3 clusters Score -3919491 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3920238.750000 Penalty: 3343.821533
	Iteration 5Q: 3 clusters Score -3920239 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3921441.000000 Penalty: 3343.821533
	Iteration 6F: 3 clusters Score -3921441 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3923262.000000 Penalty: 3343.821533
	Iteration 7F: 3 clusters Score -3923262 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3925375.500000 Penalty: 3343.821533
	Iteration 8F: 3 clusters Score -3925376 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3927028.000000 Penalty: 3343.821533
	Iteration 9F: 3 clusters Score -3927028 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3928029.000000 Penalty: 3343.821533
	Iteration 10Q: 3 clusters Score -3928029 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3928494.000000 Penalty: 3343.821533
	Iteration 11Q: 3 clusters Score -3928494 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3928723.750000 Penalty: 3343.821533
	Iteration 12Q: 3 clusters Score -3928724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3928843.250000 Penalty: 3343.821533
	Iteration 13Q: 3 clusters Score -3928843 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3928915.250000 Penalty: 3343.821533
	Iteration 14Q: 3 clusters Score -3928915 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3928964.500000 Penalty: 3343.821533
	Iteration 15Q: 3 clusters Score -3928964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3929003.500000 Penalty: 3343.821533
	Iteration 16Q: 3 clusters Score -3929004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3929030.750000 Penalty: 3343.821533
	Iteration 17Q: 3 clusters Score -3929031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3929055.500000 Penalty: 3343.821533
	Iteration 18Q: 3 clusters Score -3929056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3929073.750000 Penalty: 3343.821533
	Iteration 19Q: 3 clusters Score -3929074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3929101.000000 Penalty: 3343.821533
	Iteration 20F: 3 clusters Score -3929101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3929107.000000 Penalty: 3343.821533
	Iteration 21Q: 3 clusters Score -3929107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3929118.250000 Penalty: 3343.821533
	Iteration 22Q: 3 clusters Score -3929118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3929128.750000 Penalty: 3343.821533
	Iteration 23Q: 3 clusters Score -3929129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3929131.500000 Penalty: 3343.821533
	Iteration 24Q: 3 clusters Score -3929132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3929132.750000 Penalty: 3343.821533
	Iteration 25Q: 3 clusters Score -3929133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3929140.250000 Penalty: 3343.821533
	Iteration 26Q: 3 clusters Score -3929140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3929140.500000 Penalty: 3343.821533
	Iteration 27Q: 3 clusters Score -3929140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3929142.500000 Penalty: 3343.821533
	Iteration 28Q: 3 clusters Score -3929142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3929140.750000 Penalty: 3343.821533
	Iteration 29Q: 3 clusters Score -3929141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3929140.750000 Penalty: 3343.821533
	Iteration 30F: 3 clusters Score -3929141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11246.497070 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11246.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11399.664062 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11399.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11459.080078 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11459.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11507.270508 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11507.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11509.590820 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11509.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11509.590820 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -11509.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -50276.839844 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -50276.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49477.492188 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -49477.49 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49626.792969 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -49626.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49682.820312 Penalty: 1919.242554
	Iteration 2Q: 3 clusters Score -49682.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49732.921875 Penalty: 1919.242554
	Iteration 3F: 3 clusters Score -49732.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49805.824219 Penalty: 1919.242554
	Iteration 4F: 3 clusters Score -49805.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49956.355469 Penalty: 1919.242554
	Iteration 5F: 3 clusters Score -49956.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50149.101562 Penalty: 1919.242554
	Iteration 6F: 3 clusters Score -50149.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -50291.265625 Penalty: 1919.242554
	Iteration 7F: 3 clusters Score -50291.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50476.437500 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -50476.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50539.000000 Penalty: 1919.242554
	Iteration 9Q: 3 clusters Score -50539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50564.691406 Penalty: 1919.242554
	Iteration 10Q: 3 clusters Score -50564.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50570.652344 Penalty: 1919.242554
	Iteration 11F: 3 clusters Score -50570.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50585.914062 Penalty: 1919.242554
	Iteration 12Q: 3 clusters Score -50585.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50585.914062 Penalty: 1919.242554
	Iteration 13F: 3 clusters Score -50585.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 81230 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 109 members 
Mstep: Class 41 contains 80401 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85990520.000000 Penalty: 108896.726562
Splitting cluster 4 changes total score from -85991632.000000 to -85990520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Entering Unmasked Estep 
Score: -2977426.500000 Penalty: 1631.660278
	Iteration 0F: 2 clusters Score -2977426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2961839.000000 Penalty: 3263.320557
	Iteration 0F: 3 clusters Score -2961839 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2967511.000000 Penalty: 3263.320557
	Iteration 1F: 3 clusters Score -2967511 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2967891.250000 Penalty: 3263.320557
	Iteration 2Q: 3 clusters Score -2967891 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2968341.750000 Penalty: 3263.320557
	Iteration 3Q: 3 clusters Score -2968342 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2968911.250000 Penalty: 3263.320557
	Iteration 4F: 3 clusters Score -2968911 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2969705.000000 Penalty: 3263.320557
	Iteration 5F: 3 clusters Score -2969705 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2970759.500000 Penalty: 3263.320557
	Iteration 6F: 3 clusters Score -2970760 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2972093.000000 Penalty: 3263.320557
	Iteration 7F: 3 clusters Score -2972093 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2973446.250000 Penalty: 3263.320557
	Iteration 8F: 3 clusters Score -2973446 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2974575.500000 Penalty: 3263.320557
	Iteration 9F: 3 clusters Score -2974576 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2975283.750000 Penalty: 3263.320557
	Iteration 10Q: 3 clusters Score -2975284 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2975694.500000 Penalty: 3263.320557
	Iteration 11Q: 3 clusters Score -2975694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2975921.500000 Penalty: 3263.320557
	Iteration 12Q: 3 clusters Score -2975922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2976051.000000 Penalty: 3263.320557
	Iteration 13Q: 3 clusters Score -2976051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2976157.750000 Penalty: 3263.320557
	Iteration 14Q: 3 clusters Score -2976158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2976240.000000 Penalty: 3263.320557
	Iteration 15Q: 3 clusters Score -2976240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2976292.000000 Penalty: 3263.320557
	Iteration 16Q: 3 clusters Score -2976292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2976332.500000 Penalty: 3263.320557
	Iteration 17Q: 3 clusters Score -2976332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2976352.750000 Penalty: 3263.320557
	Iteration 18Q: 3 clusters Score -2976353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2976369.000000 Penalty: 3263.320557
	Iteration 19Q: 3 clusters Score -2976369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2976381.500000 Penalty: 3263.320557
	Iteration 20F: 3 clusters Score -2976382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2976399.000000 Penalty: 3263.320557
	Iteration 21Q: 3 clusters Score -2976399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2976404.500000 Penalty: 3263.320557
	Iteration 22Q: 3 clusters Score -2976404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2976410.250000 Penalty: 3263.320557
	Iteration 23Q: 3 clusters Score -2976410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2976416.500000 Penalty: 3263.320557
	Iteration 24Q: 3 clusters Score -2976416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2976419.750000 Penalty: 3263.320557
	Iteration 25Q: 3 clusters Score -2976420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2976422.000000 Penalty: 3263.320557
	Iteration 26Q: 3 clusters Score -2976422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2976422.000000 Penalty: 3263.320557
	Iteration 27F: 3 clusters Score -2976422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -98037.109375 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -98037.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96780.578125 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -96780.58 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97048.117188 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -97048.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97136.054688 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -97136.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97160.804688 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -97160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97171.492188 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -97171.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97183.046875 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -97183.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97189.390625 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -97189.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97192.625000 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -97192.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97193.484375 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -97193.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97194.429688 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -97194.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97194.695312 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -97194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97195.304688 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -97195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97195.851562 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -97195.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97195.851562 Penalty: 2170.052246
	Iteration 13F: 3 clusters Score -97195.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52636.238281 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52636.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51612.246094 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51612.25 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52240.316406 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -52240.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52599.917969 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52599.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52899.425781 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52899.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53133.355469 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -53133.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53216.046875 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -53216.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53322.125000 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -53322.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53387.703125 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -53387.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53418.699219 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -53418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53434.828125 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -53434.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53450.777344 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -53450.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53463.507812 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -53463.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53469.109375 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -53469.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53471.941406 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -53471.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53474.527344 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -53474.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53480.199219 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -53480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53498.675781 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -53498.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53507.535156 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -53507.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53507.535156 Penalty: 2100.991211
	Iteration 18F: 3 clusters Score -53507.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 81230 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 365 members 
Mstep: Class 41 contains 80401 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85991152.000000 Penalty: 108896.726562
Splitting cluster 7 changes total score from -85991632.000000 to -85991152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59053.363281 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59053.36 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59365.011719 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59365.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59573.312500 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59573.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59743.031250 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59743.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59876.082031 Penalty: 2079.002197
	Iteration 4F: 3 clusters Score -59876.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59944.042969 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59944.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59975.863281 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59975.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60012.082031 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -60012.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60025.191406 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -60025.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60027.230469 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -60027.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60027.230469 Penalty: 2079.002197
	Iteration 10F: 3 clusters Score -60027.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Entering Unmasked Estep 
Score: -5506885.500000 Penalty: 1727.087402
	Iteration 0F: 2 clusters Score -5506886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5479341.000000 Penalty: 3454.174805
	Iteration 0F: 3 clusters Score -5479341 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5490434.500000 Penalty: 3454.174805
	Iteration 1F: 3 clusters Score -5490434 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5491108.000000 Penalty: 3454.174805
	Iteration 2Q: 3 clusters Score -5491108 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5491891.500000 Penalty: 3454.174805
	Iteration 3Q: 3 clusters Score -5491892 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5492972.500000 Penalty: 3454.174805
	Iteration 4F: 3 clusters Score -5492972 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -5494400.500000 Penalty: 3454.174805
	Iteration 5F: 3 clusters Score -5494400 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5496453.000000 Penalty: 3454.174805
	Iteration 6F: 3 clusters Score -5496453 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5498868.000000 Penalty: 3454.174805
	Iteration 7F: 3 clusters Score -5498868 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5501227.000000 Penalty: 3454.174805
	Iteration 8F: 3 clusters Score -5501227 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5503000.500000 Penalty: 3454.174805
	Iteration 9Q: 3 clusters Score -5503000 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5504080.000000 Penalty: 3454.174805
	Iteration 10Q: 3 clusters Score -5504080 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5504616.000000 Penalty: 3454.174805
	Iteration 11Q: 3 clusters Score -5504616 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5504912.500000 Penalty: 3454.174805
	Iteration 12Q: 3 clusters Score -5504912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5505062.500000 Penalty: 3454.174805
	Iteration 13Q: 3 clusters Score -5505062 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5505169.500000 Penalty: 3454.174805
	Iteration 14Q: 3 clusters Score -5505170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5505225.500000 Penalty: 3454.174805
	Iteration 15Q: 3 clusters Score -5505226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5505264.000000 Penalty: 3454.174805
	Iteration 16Q: 3 clusters Score -5505264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5505320.500000 Penalty: 3454.174805
	Iteration 17Q: 3 clusters Score -5505320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5505345.000000 Penalty: 3454.174805
	Iteration 18Q: 3 clusters Score -5505345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5505360.000000 Penalty: 3454.174805
	Iteration 19Q: 3 clusters Score -5505360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5505380.000000 Penalty: 3454.174805
	Iteration 20F: 3 clusters Score -5505380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5505382.500000 Penalty: 3454.174805
	Iteration 21Q: 3 clusters Score -5505382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5505390.500000 Penalty: 3454.174805
	Iteration 22Q: 3 clusters Score -5505390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5505403.500000 Penalty: 3454.174805
	Iteration 23Q: 3 clusters Score -5505404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5505411.500000 Penalty: 3454.174805
	Iteration 24Q: 3 clusters Score -5505412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5505415.500000 Penalty: 3454.174805
	Iteration 25Q: 3 clusters Score -5505416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5505414.500000 Penalty: 3454.174805
	Iteration 26Q: 3 clusters Score -5505414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5505411.500000 Penalty: 3454.174805
	Iteration 27Q: 3 clusters Score -5505412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5505412.000000 Penalty: 3454.174805
	Iteration 28Q: 3 clusters Score -5505412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5505413.000000 Penalty: 3454.174805
	Iteration 29Q: 3 clusters Score -5505413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5505412.000000 Penalty: 3454.174805
	Iteration 30Q: 3 clusters Score -5505412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5505410.000000 Penalty: 3454.174805
	Iteration 31Q: 3 clusters Score -5505410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5505410.500000 Penalty: 3454.174805
	Iteration 32Q: 3 clusters Score -5505410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5505416.500000 Penalty: 3454.174805
	Iteration 33Q: 3 clusters Score -5505416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5505416.500000 Penalty: 3454.174805
	Iteration 34F: 3 clusters Score -5505416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1139955.500000 Penalty: 1471.318970
	Iteration 0F: 2 clusters Score -1139956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1133704.500000 Penalty: 2942.637939
	Iteration 0F: 3 clusters Score -1133704 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1135610.375000 Penalty: 2942.637939
	Iteration 1F: 3 clusters Score -1135610 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1135854.375000 Penalty: 2942.637939
	Iteration 2F: 3 clusters Score -1135854 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1136044.875000 Penalty: 2942.637939
	Iteration 3F: 3 clusters Score -1136045 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1136201.875000 Penalty: 2942.637939
	Iteration 4Q: 3 clusters Score -1136202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1136354.250000 Penalty: 2942.637939
	Iteration 5Q: 3 clusters Score -1136354 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1136541.500000 Penalty: 2942.637939
	Iteration 6Q: 3 clusters Score -1136542 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1136763.625000 Penalty: 2942.637939
	Iteration 7Q: 3 clusters Score -1136764 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1136997.875000 Penalty: 2942.637939
	Iteration 8Q: 3 clusters Score -1136998 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1137234.750000 Penalty: 2942.637939
	Iteration 9Q: 3 clusters Score -1137235 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1137465.625000 Penalty: 2942.637939
	Iteration 10Q: 3 clusters Score -1137466 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1137667.875000 Penalty: 2942.637939
	Iteration 11Q: 3 clusters Score -1137668 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1137849.000000 Penalty: 2942.637939
	Iteration 12Q: 3 clusters Score -1137849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1137992.500000 Penalty: 2942.637939
	Iteration 13Q: 3 clusters Score -1137992 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1138113.250000 Penalty: 2942.637939
	Iteration 14Q: 3 clusters Score -1138113 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1138204.625000 Penalty: 2942.637939
	Iteration 15Q: 3 clusters Score -1138205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1138274.250000 Penalty: 2942.637939
	Iteration 16Q: 3 clusters Score -1138274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1138315.500000 Penalty: 2942.637939
	Iteration 17Q: 3 clusters Score -1138316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1138361.375000 Penalty: 2942.637939
	Iteration 18Q: 3 clusters Score -1138361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1138399.750000 Penalty: 2942.637939
	Iteration 19Q: 3 clusters Score -1138400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1138421.125000 Penalty: 2942.637939
	Iteration 20F: 3 clusters Score -1138421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1138434.375000 Penalty: 2942.637939
	Iteration 21Q: 3 clusters Score -1138434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1138451.500000 Penalty: 2942.637939
	Iteration 22Q: 3 clusters Score -1138452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1138467.375000 Penalty: 2942.637939
	Iteration 23Q: 3 clusters Score -1138467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1138483.125000 Penalty: 2942.637939
	Iteration 24Q: 3 clusters Score -1138483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1138500.000000 Penalty: 2942.637939
	Iteration 25Q: 3 clusters Score -1138500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1138515.125000 Penalty: 2942.637939
	Iteration 26Q: 3 clusters Score -1138515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1138535.125000 Penalty: 2942.637939
	Iteration 27Q: 3 clusters Score -1138535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1138548.500000 Penalty: 2942.637939
	Iteration 28Q: 3 clusters Score -1138548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1138559.750000 Penalty: 2942.637939
	Iteration 29Q: 3 clusters Score -1138560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1138567.375000 Penalty: 2942.637939
	Iteration 30Q: 3 clusters Score -1138567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1138571.000000 Penalty: 2942.637939
	Iteration 31Q: 3 clusters Score -1138571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1138576.000000 Penalty: 2942.637939
	Iteration 32Q: 3 clusters Score -1138576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1138581.750000 Penalty: 2942.637939
	Iteration 33Q: 3 clusters Score -1138582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1138585.375000 Penalty: 2942.637939
	Iteration 34Q: 3 clusters Score -1138585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1138590.750000 Penalty: 2942.637939
	Iteration 35Q: 3 clusters Score -1138591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1138599.875000 Penalty: 2942.637939
	Iteration 36Q: 3 clusters Score -1138600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1138605.375000 Penalty: 2942.637939
	Iteration 37Q: 3 clusters Score -1138605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1138613.375000 Penalty: 2942.637939
	Iteration 38Q: 3 clusters Score -1138613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1138619.000000 Penalty: 2942.637939
	Iteration 39Q: 3 clusters Score -1138619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1138629.250000 Penalty: 2942.637939
	Iteration 40F: 3 clusters Score -1138629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1138634.000000 Penalty: 2942.637939
	Iteration 41Q: 3 clusters Score -1138634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1138645.000000 Penalty: 2942.637939
	Iteration 42Q: 3 clusters Score -1138645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1138654.750000 Penalty: 2942.637939
	Iteration 43Q: 3 clusters Score -1138655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1138663.625000 Penalty: 2942.637939
	Iteration 44Q: 3 clusters Score -1138664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1138671.625000 Penalty: 2942.637939
	Iteration 45Q: 3 clusters Score -1138672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1138675.875000 Penalty: 2942.637939
	Iteration 46Q: 3 clusters Score -1138676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1138675.750000 Penalty: 2942.637939
	Iteration 47Q: 3 clusters Score -1138676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1138679.500000 Penalty: 2942.637939
	Iteration 48Q: 3 clusters Score -1138680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1138681.375000 Penalty: 2942.637939
	Iteration 49Q: 3 clusters Score -1138681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1138686.250000 Penalty: 2942.637939
	Iteration 50Q: 3 clusters Score -1138686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1138692.000000 Penalty: 2942.637939
	Iteration 51Q: 3 clusters Score -1138692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1138697.000000 Penalty: 2942.637939
	Iteration 52Q: 3 clusters Score -1138697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1138704.000000 Penalty: 2942.637939
	Iteration 53Q: 3 clusters Score -1138704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1138707.250000 Penalty: 2942.637939
	Iteration 54Q: 3 clusters Score -1138707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1138714.375000 Penalty: 2942.637939
	Iteration 55Q: 3 clusters Score -1138714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1138718.500000 Penalty: 2942.637939
	Iteration 56Q: 3 clusters Score -1138718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1138718.250000 Penalty: 2942.637939
	Iteration 57Q: 3 clusters Score -1138718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1138720.000000 Penalty: 2942.637939
	Iteration 58Q: 3 clusters Score -1138720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1138721.500000 Penalty: 2942.637939
	Iteration 59Q: 3 clusters Score -1138722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1138724.375000 Penalty: 2942.637939
	Iteration 60F: 3 clusters Score -1138724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1138725.750000 Penalty: 2942.637939
	Iteration 61Q: 3 clusters Score -1138726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1138724.625000 Penalty: 2942.637939
	Iteration 62Q: 3 clusters Score -1138725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1138725.000000 Penalty: 2942.637939
	Iteration 63Q: 3 clusters Score -1138725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1138726.000000 Penalty: 2942.637939
	Iteration 64Q: 3 clusters Score -1138726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1138727.625000 Penalty: 2942.637939
	Iteration 65Q: 3 clusters Score -1138728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1138727.625000 Penalty: 2942.637939
	Iteration 66F: 3 clusters Score -1138728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -256670.500000 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -256670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -254611.750000 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -254611.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255032.109375 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -255032.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255143.359375 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -255143.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -255198.968750 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -255199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -255229.703125 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -255229.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -255253.296875 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -255253.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -255281.718750 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -255281.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -255309.500000 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -255309.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255325.421875 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -255325.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -255343.609375 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -255343.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255359.375000 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -255359.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -255375.984375 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -255376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -255392.359375 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -255392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255406.953125 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -255407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255413.125000 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -255413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255418.093750 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -255418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255425.593750 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -255425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255428.265625 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -255428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255430.484375 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -255430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255435.796875 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -255435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -255441.015625 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -255441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -255449.765625 Penalty: 2459.891113
	Iteration 21Q: 3 clusters Score -255449.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -255456.265625 Penalty: 2459.891113
	Iteration 22Q: 3 clusters Score -255456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255460.953125 Penalty: 2459.891113
	Iteration 23Q: 3 clusters Score -255461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -255466.109375 Penalty: 2459.891113
	Iteration 24Q: 3 clusters Score -255466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -255470.156250 Penalty: 2459.891113
	Iteration 25Q: 3 clusters Score -255470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -255475.750000 Penalty: 2459.891113
	Iteration 26Q: 3 clusters Score -255475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -255477.234375 Penalty: 2459.891113
	Iteration 27Q: 3 clusters Score -255477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -255479.765625 Penalty: 2459.891113
	Iteration 28Q: 3 clusters Score -255479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255481.687500 Penalty: 2459.891113
	Iteration 29Q: 3 clusters Score -255481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -255485.093750 Penalty: 2459.891113
	Iteration 30Q: 3 clusters Score -255485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -255488.640625 Penalty: 2459.891113
	Iteration 31Q: 3 clusters Score -255488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255492.156250 Penalty: 2459.891113
	Iteration 32Q: 3 clusters Score -255492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -255494.140625 Penalty: 2459.891113
	Iteration 33Q: 3 clusters Score -255494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255496.656250 Penalty: 2459.891113
	Iteration 34Q: 3 clusters Score -255496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -255498.546875 Penalty: 2459.891113
	Iteration 35Q: 3 clusters Score -255498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255500.578125 Penalty: 2459.891113
	Iteration 36Q: 3 clusters Score -255500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255502.609375 Penalty: 2459.891113
	Iteration 37Q: 3 clusters Score -255502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255502.968750 Penalty: 2459.891113
	Iteration 38Q: 3 clusters Score -255503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255503.062500 Penalty: 2459.891113
	Iteration 39Q: 3 clusters Score -255503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255503.062500 Penalty: 2459.891113
	Iteration 40F: 3 clusters Score -255503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Entering Unmasked Estep 
Score: -2320982.750000 Penalty: 1597.357910
	Iteration 0F: 2 clusters Score -2320983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2308299.250000 Penalty: 3194.715820
	Iteration 0F: 3 clusters Score -2308299 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2312974.250000 Penalty: 3194.715820
	Iteration 1F: 3 clusters Score -2312974 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2313386.750000 Penalty: 3194.715820
	Iteration 2F: 3 clusters Score -2313387 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2313805.000000 Penalty: 3194.715820
	Iteration 3Q: 3 clusters Score -2313805 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2314329.250000 Penalty: 3194.715820
	Iteration 4F: 3 clusters Score -2314329 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2314996.000000 Penalty: 3194.715820
	Iteration 5F: 3 clusters Score -2314996 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2315789.500000 Penalty: 3194.715820
	Iteration 6F: 3 clusters Score -2315790 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2316581.500000 Penalty: 3194.715820
	Iteration 7F: 3 clusters Score -2316582 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2317201.250000 Penalty: 3194.715820
	Iteration 8F: 3 clusters Score -2317201 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2317642.750000 Penalty: 3194.715820
	Iteration 9Q: 3 clusters Score -2317643 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2317996.250000 Penalty: 3194.715820
	Iteration 10Q: 3 clusters Score -2317996 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2318350.500000 Penalty: 3194.715820
	Iteration 11Q: 3 clusters Score -2318350 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2318717.250000 Penalty: 3194.715820
	Iteration 12Q: 3 clusters Score -2318717 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2318983.000000 Penalty: 3194.715820
	Iteration 13Q: 3 clusters Score -2318983 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2319184.750000 Penalty: 3194.715820
	Iteration 14Q: 3 clusters Score -2319185 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2319349.000000 Penalty: 3194.715820
	Iteration 15Q: 3 clusters Score -2319349 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2319477.250000 Penalty: 3194.715820
	Iteration 16Q: 3 clusters Score -2319477 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2319569.750000 Penalty: 3194.715820
	Iteration 17Q: 3 clusters Score -2319570 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2319648.000000 Penalty: 3194.715820
	Iteration 18Q: 3 clusters Score -2319648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2319695.500000 Penalty: 3194.715820
	Iteration 19Q: 3 clusters Score -2319696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2319723.750000 Penalty: 3194.715820
	Iteration 20F: 3 clusters Score -2319724 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2319743.750000 Penalty: 3194.715820
	Iteration 21Q: 3 clusters Score -2319744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2319760.500000 Penalty: 3194.715820
	Iteration 22Q: 3 clusters Score -2319760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2319766.750000 Penalty: 3194.715820
	Iteration 23Q: 3 clusters Score -2319767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2319776.000000 Penalty: 3194.715820
	Iteration 24Q: 3 clusters Score -2319776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2319786.000000 Penalty: 3194.715820
	Iteration 25Q: 3 clusters Score -2319786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2319788.250000 Penalty: 3194.715820
	Iteration 26Q: 3 clusters Score -2319788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2319790.500000 Penalty: 3194.715820
	Iteration 27Q: 3 clusters Score -2319790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2319797.500000 Penalty: 3194.715820
	Iteration 28Q: 3 clusters Score -2319798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2319795.500000 Penalty: 3194.715820
	Iteration 29Q: 3 clusters Score -2319796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2319802.000000 Penalty: 3194.715820
	Iteration 30Q: 3 clusters Score -2319802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2319803.250000 Penalty: 3194.715820
	Iteration 31Q: 3 clusters Score -2319803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2319804.750000 Penalty: 3194.715820
	Iteration 32Q: 3 clusters Score -2319805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2319808.750000 Penalty: 3194.715820
	Iteration 33Q: 3 clusters Score -2319809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2319810.750000 Penalty: 3194.715820
	Iteration 34Q: 3 clusters Score -2319811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2319806.500000 Penalty: 3194.715820
	Iteration 35Q: 3 clusters Score -2319806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2319809.750000 Penalty: 3194.715820
	Iteration 36Q: 3 clusters Score -2319810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2319810.750000 Penalty: 3194.715820
	Iteration 37Q: 3 clusters Score -2319811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2319810.000000 Penalty: 3194.715820
	Iteration 38Q: 3 clusters Score -2319810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2319809.500000 Penalty: 3194.715820
	Iteration 39Q: 3 clusters Score -2319810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2319806.750000 Penalty: 3194.715820
	Iteration 40F: 3 clusters Score -2319807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2319809.250000 Penalty: 3194.715820
	Iteration 41Q: 3 clusters Score -2319809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2319808.000000 Penalty: 3194.715820
	Iteration 42Q: 3 clusters Score -2319808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2319807.000000 Penalty: 3194.715820
	Iteration 43Q: 3 clusters Score -2319807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2319803.750000 Penalty: 3194.715820
	Iteration 44Q: 3 clusters Score -2319804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2319807.250000 Penalty: 3194.715820
	Iteration 45Q: 3 clusters Score -2319807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2319807.750000 Penalty: 3194.715820
	Iteration 46Q: 3 clusters Score -2319808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2319806.250000 Penalty: 3194.715820
	Iteration 47Q: 3 clusters Score -2319806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2319806.250000 Penalty: 3194.715820
	Iteration 48Q: 3 clusters Score -2319806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2319806.250000 Penalty: 3194.715820
	Iteration 49Q: 3 clusters Score -2319806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2319808.000000 Penalty: 3194.715820
	Iteration 50Q: 3 clusters Score -2319808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2319809.000000 Penalty: 3194.715820
	Iteration 51Q: 3 clusters Score -2319809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2319809.000000 Penalty: 3194.715820
	Iteration 52F: 3 clusters Score -2319809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13359.822266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12656.884766 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -12656.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12825.089844 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -12825.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12852.419922 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -12852.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12877.104492 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -12877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12925.641602 Penalty: 1823.078369
	Iteration 4F: 3 clusters Score -12925.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13028.128906 Penalty: 1823.078369
	Iteration 5F: 3 clusters Score -13028.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13070.052734 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -13070.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13148.831055 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -13148.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13164.411133 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -13164.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13193.008789 Penalty: 1823.078369
	Iteration 9Q: 3 clusters Score -13193.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13193.008789 Penalty: 1823.078369
	Iteration 10F: 3 clusters Score -13193.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -115882.500000 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -115882.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114569.320312 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -114569.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115114.406250 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -115114.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115326.539062 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -115326.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115427.265625 Penalty: 2237.790527
	Iteration 3F: 3 clusters Score -115427.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115483.210938 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -115483.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115513.781250 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -115513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115533.820312 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -115533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115540.507812 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -115540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115544.789062 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -115544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115553.218750 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -115553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115558.367188 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -115558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115560.921875 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -115560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115564.382812 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -115564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115567.367188 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -115567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115571.765625 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -115571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115575.335938 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -115575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115578.195312 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -115578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115585.312500 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -115585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115586.656250 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -115586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115587.015625 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -115587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115587.320312 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -115587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115588.578125 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -115588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115589.718750 Penalty: 2237.790527
	Iteration 22Q: 3 clusters Score -115589.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115589.718750 Penalty: 2237.790527
	Iteration 23F: 3 clusters Score -115589.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Entering Unmasked Estep 
Score: -7874032.500000 Penalty: 1785.145874
	Iteration 0F: 2 clusters Score -7874032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -7834894.000000 Penalty: 3570.291748
	Iteration 0F: 3 clusters Score -7834894 nChanged 27808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7851310.500000 Penalty: 3570.291748
	Iteration 1F: 3 clusters Score -7851310 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7852124.500000 Penalty: 3570.291748
	Iteration 2Q: 3 clusters Score -7852124 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7853303.500000 Penalty: 3570.291748
	Iteration 3Q: 3 clusters Score -7853304 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -7855269.000000 Penalty: 3570.291748
	Iteration 4F: 3 clusters Score -7855269 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -7858384.000000 Penalty: 3570.291748
	Iteration 5F: 3 clusters Score -7858384 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -7862759.000000 Penalty: 3570.291748
	Iteration 6F: 3 clusters Score -7862759 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -7867063.000000 Penalty: 3570.291748
	Iteration 7F: 3 clusters Score -7867063 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7870016.000000 Penalty: 3570.291748
	Iteration 8F: 3 clusters Score -7870016 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7871497.500000 Penalty: 3570.291748
	Iteration 9Q: 3 clusters Score -7871498 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7872068.500000 Penalty: 3570.291748
	Iteration 10Q: 3 clusters Score -7872068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7872277.000000 Penalty: 3570.291748
	Iteration 11Q: 3 clusters Score -7872277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7872335.000000 Penalty: 3570.291748
	Iteration 12Q: 3 clusters Score -7872335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7872350.500000 Penalty: 3570.291748
	Iteration 13Q: 3 clusters Score -7872350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7872371.500000 Penalty: 3570.291748
	Iteration 14Q: 3 clusters Score -7872372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7872393.500000 Penalty: 3570.291748
	Iteration 15Q: 3 clusters Score -7872394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7872417.500000 Penalty: 3570.291748
	Iteration 16Q: 3 clusters Score -7872418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7872429.000000 Penalty: 3570.291748
	Iteration 17Q: 3 clusters Score -7872429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7872445.500000 Penalty: 3570.291748
	Iteration 18Q: 3 clusters Score -7872446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7872452.000000 Penalty: 3570.291748
	Iteration 19Q: 3 clusters Score -7872452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7872462.500000 Penalty: 3570.291748
	Iteration 20F: 3 clusters Score -7872462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7872462.000000 Penalty: 3570.291748
	Iteration 21Q: 3 clusters Score -7872462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7872461.500000 Penalty: 3570.291748
	Iteration 22Q: 3 clusters Score -7872462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7872460.500000 Penalty: 3570.291748
	Iteration 23Q: 3 clusters Score -7872460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7872460.500000 Penalty: 3570.291748
	Iteration 24F: 3 clusters Score -7872460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66136.265625 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66136.27 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66368.132812 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66368.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66437.960938 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66437.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66526.406250 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66526.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66640.367188 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -66640.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66718.414062 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -66718.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66747.898438 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -66747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66755.265625 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -66755.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66756.070312 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -66756.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66758.632812 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -66758.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66773.843750 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -66773.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66777.750000 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -66777.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66777.750000 Penalty: 2085.437988
	Iteration 12F: 3 clusters Score -66777.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -259919.640625 Penalty: 1240.815430
	Iteration 0F: 2 clusters Score -259919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257803.734375 Penalty: 2481.630859
	Iteration 0F: 3 clusters Score -257803.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258370.421875 Penalty: 2481.630859
	Iteration 1F: 3 clusters Score -258370.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -258554.359375 Penalty: 2481.630859
	Iteration 2F: 3 clusters Score -258554.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -258692.343750 Penalty: 2481.630859
	Iteration 3F: 3 clusters Score -258692.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -258788.578125 Penalty: 2481.630859
	Iteration 4Q: 3 clusters Score -258788.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -258841.281250 Penalty: 2481.630859
	Iteration 5Q: 3 clusters Score -258841.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258877.937500 Penalty: 2481.630859
	Iteration 6Q: 3 clusters Score -258877.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -258906.671875 Penalty: 2481.630859
	Iteration 7Q: 3 clusters Score -258906.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258925.109375 Penalty: 2481.630859
	Iteration 8Q: 3 clusters Score -258925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258937.625000 Penalty: 2481.630859
	Iteration 9Q: 3 clusters Score -258937.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -258949.750000 Penalty: 2481.630859
	Iteration 10Q: 3 clusters Score -258949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -258958.218750 Penalty: 2481.630859
	Iteration 11Q: 3 clusters Score -258958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258966.093750 Penalty: 2481.630859
	Iteration 12Q: 3 clusters Score -258966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258975.187500 Penalty: 2481.630859
	Iteration 13Q: 3 clusters Score -258975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258982.875000 Penalty: 2481.630859
	Iteration 14Q: 3 clusters Score -258982.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258991.781250 Penalty: 2481.630859
	Iteration 15Q: 3 clusters Score -258991.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -258999.312500 Penalty: 2481.630859
	Iteration 16Q: 3 clusters Score -258999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259006.000000 Penalty: 2481.630859
	Iteration 17Q: 3 clusters Score -259006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259010.796875 Penalty: 2481.630859
	Iteration 18Q: 3 clusters Score -259010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259015.156250 Penalty: 2481.630859
	Iteration 19Q: 3 clusters Score -259015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259019.078125 Penalty: 2481.630859
	Iteration 20F: 3 clusters Score -259019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -259021.109375 Penalty: 2481.630859
	Iteration 21Q: 3 clusters Score -259021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -259025.093750 Penalty: 2481.630859
	Iteration 22Q: 3 clusters Score -259025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259027.296875 Penalty: 2481.630859
	Iteration 23Q: 3 clusters Score -259027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -259029.109375 Penalty: 2481.630859
	Iteration 24Q: 3 clusters Score -259029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -259030.171875 Penalty: 2481.630859
	Iteration 25Q: 3 clusters Score -259030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -259034.281250 Penalty: 2481.630859
	Iteration 26Q: 3 clusters Score -259034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -259037.406250 Penalty: 2481.630859
	Iteration 27Q: 3 clusters Score -259037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -259038.359375 Penalty: 2481.630859
	Iteration 28Q: 3 clusters Score -259038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -259038.359375 Penalty: 2481.630859
	Iteration 29F: 3 clusters Score -259038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1482259.375000 Penalty: 1520.068359
	Iteration 0F: 2 clusters Score -1482259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1474185.500000 Penalty: 3040.136719
	Iteration 0F: 3 clusters Score -1474186 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1477131.750000 Penalty: 3040.136719
	Iteration 1F: 3 clusters Score -1477132 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1477651.250000 Penalty: 3040.136719
	Iteration 2F: 3 clusters Score -1477651 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1478158.625000 Penalty: 3040.136719
	Iteration 3F: 3 clusters Score -1478159 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1478625.375000 Penalty: 3040.136719
	Iteration 4F: 3 clusters Score -1478625 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1478990.000000 Penalty: 3040.136719
	Iteration 5F: 3 clusters Score -1478990 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1479317.625000 Penalty: 3040.136719
	Iteration 6Q: 3 clusters Score -1479318 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1479634.375000 Penalty: 3040.136719
	Iteration 7Q: 3 clusters Score -1479634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1479909.375000 Penalty: 3040.136719
	Iteration 8Q: 3 clusters Score -1479909 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1480188.875000 Penalty: 3040.136719
	Iteration 9Q: 3 clusters Score -1480189 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1480440.875000 Penalty: 3040.136719
	Iteration 10Q: 3 clusters Score -1480441 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1480681.500000 Penalty: 3040.136719
	Iteration 11Q: 3 clusters Score -1480682 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1480913.375000 Penalty: 3040.136719
	Iteration 12Q: 3 clusters Score -1480913 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1481152.750000 Penalty: 3040.136719
	Iteration 13Q: 3 clusters Score -1481153 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1481302.875000 Penalty: 3040.136719
	Iteration 14Q: 3 clusters Score -1481303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1481382.500000 Penalty: 3040.136719
	Iteration 15Q: 3 clusters Score -1481382 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1481439.750000 Penalty: 3040.136719
	Iteration 16Q: 3 clusters Score -1481440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1481479.625000 Penalty: 3040.136719
	Iteration 17Q: 3 clusters Score -1481480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1481512.625000 Penalty: 3040.136719
	Iteration 18Q: 3 clusters Score -1481513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1481538.000000 Penalty: 3040.136719
	Iteration 19Q: 3 clusters Score -1481538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1481552.375000 Penalty: 3040.136719
	Iteration 20F: 3 clusters Score -1481552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1481565.375000 Penalty: 3040.136719
	Iteration 21Q: 3 clusters Score -1481565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1481566.125000 Penalty: 3040.136719
	Iteration 22Q: 3 clusters Score -1481566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1481570.625000 Penalty: 3040.136719
	Iteration 23Q: 3 clusters Score -1481571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1481570.250000 Penalty: 3040.136719
	Iteration 24Q: 3 clusters Score -1481570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1481572.000000 Penalty: 3040.136719
	Iteration 25Q: 3 clusters Score -1481572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1481574.625000 Penalty: 3040.136719
	Iteration 26Q: 3 clusters Score -1481575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1481575.375000 Penalty: 3040.136719
	Iteration 27Q: 3 clusters Score -1481575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1481576.750000 Penalty: 3040.136719
	Iteration 28Q: 3 clusters Score -1481577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1481575.500000 Penalty: 3040.136719
	Iteration 29Q: 3 clusters Score -1481576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1481575.875000 Penalty: 3040.136719
	Iteration 30Q: 3 clusters Score -1481576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1481573.875000 Penalty: 3040.136719
	Iteration 31Q: 3 clusters Score -1481574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1481575.125000 Penalty: 3040.136719
	Iteration 32Q: 3 clusters Score -1481575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1481576.250000 Penalty: 3040.136719
	Iteration 33Q: 3 clusters Score -1481576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1481572.500000 Penalty: 3040.136719
	Iteration 34Q: 3 clusters Score -1481572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1481576.125000 Penalty: 3040.136719
	Iteration 35Q: 3 clusters Score -1481576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1481576.875000 Penalty: 3040.136719
	Iteration 36Q: 3 clusters Score -1481577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1481577.000000 Penalty: 3040.136719
	Iteration 37Q: 3 clusters Score -1481577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1481577.000000 Penalty: 3040.136719
	Iteration 38F: 3 clusters Score -1481577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12792.615234 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12792.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13087.145508 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13087.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13203.677734 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13203.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13243.363281 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13243.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13314.176758 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13314.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13349.197266 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13352.066406 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13352.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13352.066406 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -13352.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25024.964844 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25024.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25134.968750 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25134.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25187.892578 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -25187.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25225.470703 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25225.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25251.279297 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25251.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25280.486328 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25280.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25314.488281 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25314.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25325.658203 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -25325.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25333.439453 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -25333.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25345.566406 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -25345.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25348.519531 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -25348.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25348.519531 Penalty: 1770.189575
	Iteration 11F: 3 clusters Score -25348.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -646203.687500 Penalty: 1382.935181
	Iteration 0F: 2 clusters Score -646203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -642281.750000 Penalty: 2765.870361
	Iteration 0F: 3 clusters Score -642281.8 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -643410.812500 Penalty: 2765.870361
	Iteration 1F: 3 clusters Score -643410.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -643573.125000 Penalty: 2765.870361
	Iteration 2F: 3 clusters Score -643573.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -643668.875000 Penalty: 2765.870361
	Iteration 3Q: 3 clusters Score -643668.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -643772.562500 Penalty: 2765.870361
	Iteration 4Q: 3 clusters Score -643772.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -643866.500000 Penalty: 2765.870361
	Iteration 5Q: 3 clusters Score -643866.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -643982.812500 Penalty: 2765.870361
	Iteration 6Q: 3 clusters Score -643982.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -644117.500000 Penalty: 2765.870361
	Iteration 7Q: 3 clusters Score -644117.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -644291.750000 Penalty: 2765.870361
	Iteration 8Q: 3 clusters Score -644291.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -644489.625000 Penalty: 2765.870361
	Iteration 9Q: 3 clusters Score -644489.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -644687.312500 Penalty: 2765.870361
	Iteration 10Q: 3 clusters Score -644687.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -644831.375000 Penalty: 2765.870361
	Iteration 11Q: 3 clusters Score -644831.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -644924.625000 Penalty: 2765.870361
	Iteration 12Q: 3 clusters Score -644924.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -644981.125000 Penalty: 2765.870361
	Iteration 13Q: 3 clusters Score -644981.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -645017.687500 Penalty: 2765.870361
	Iteration 14Q: 3 clusters Score -645017.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -645043.125000 Penalty: 2765.870361
	Iteration 15Q: 3 clusters Score -645043.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -645054.625000 Penalty: 2765.870361
	Iteration 16Q: 3 clusters Score -645054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -645061.250000 Penalty: 2765.870361
	Iteration 17Q: 3 clusters Score -645061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -645066.500000 Penalty: 2765.870361
	Iteration 18Q: 3 clusters Score -645066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -645068.937500 Penalty: 2765.870361
	Iteration 19Q: 3 clusters Score -645068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -645072.312500 Penalty: 2765.870361
	Iteration 20F: 3 clusters Score -645072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -645077.500000 Penalty: 2765.870361
	Iteration 21Q: 3 clusters Score -645077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -645078.687500 Penalty: 2765.870361
	Iteration 22Q: 3 clusters Score -645078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -645081.000000 Penalty: 2765.870361
	Iteration 23Q: 3 clusters Score -645081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -645081.000000 Penalty: 2765.870361
	Iteration 24F: 3 clusters Score -645081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Entering Unmasked Estep 
Score: -2435158.000000 Penalty: 1598.430054
	Iteration 0F: 2 clusters Score -2435158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2422397.000000 Penalty: 3196.860107
	Iteration 0F: 3 clusters Score -2422397 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2426862.500000 Penalty: 3196.860107
	Iteration 1F: 3 clusters Score -2426862 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2427172.750000 Penalty: 3196.860107
	Iteration 2Q: 3 clusters Score -2427173 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2427469.250000 Penalty: 3196.860107
	Iteration 3Q: 3 clusters Score -2427469 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2427743.250000 Penalty: 3196.860107
	Iteration 4Q: 3 clusters Score -2427743 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2428027.250000 Penalty: 3196.860107
	Iteration 5Q: 3 clusters Score -2428027 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2428386.250000 Penalty: 3196.860107
	Iteration 6Q: 3 clusters Score -2428386 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2428836.750000 Penalty: 3196.860107
	Iteration 7Q: 3 clusters Score -2428837 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2429454.750000 Penalty: 3196.860107
	Iteration 8F: 3 clusters Score -2429455 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2430179.250000 Penalty: 3196.860107
	Iteration 9F: 3 clusters Score -2430179 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2430958.000000 Penalty: 3196.860107
	Iteration 10F: 3 clusters Score -2430958 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2431764.750000 Penalty: 3196.860107
	Iteration 11F: 3 clusters Score -2431765 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2432452.000000 Penalty: 3196.860107
	Iteration 12Q: 3 clusters Score -2432452 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2432935.500000 Penalty: 3196.860107
	Iteration 13Q: 3 clusters Score -2432936 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2433275.750000 Penalty: 3196.860107
	Iteration 14Q: 3 clusters Score -2433276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2433451.000000 Penalty: 3196.860107
	Iteration 15Q: 3 clusters Score -2433451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2433541.250000 Penalty: 3196.860107
	Iteration 16Q: 3 clusters Score -2433541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2433602.750000 Penalty: 3196.860107
	Iteration 17Q: 3 clusters Score -2433603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2433635.000000 Penalty: 3196.860107
	Iteration 18Q: 3 clusters Score -2433635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2433661.750000 Penalty: 3196.860107
	Iteration 19Q: 3 clusters Score -2433662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2433694.000000 Penalty: 3196.860107
	Iteration 20F: 3 clusters Score -2433694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2433717.750000 Penalty: 3196.860107
	Iteration 21Q: 3 clusters Score -2433718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2433730.000000 Penalty: 3196.860107
	Iteration 22Q: 3 clusters Score -2433730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2433745.500000 Penalty: 3196.860107
	Iteration 23Q: 3 clusters Score -2433746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2433753.500000 Penalty: 3196.860107
	Iteration 24Q: 3 clusters Score -2433754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2433759.000000 Penalty: 3196.860107
	Iteration 25Q: 3 clusters Score -2433759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2433766.500000 Penalty: 3196.860107
	Iteration 26Q: 3 clusters Score -2433766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2433774.500000 Penalty: 3196.860107
	Iteration 27Q: 3 clusters Score -2433774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2433781.500000 Penalty: 3196.860107
	Iteration 28Q: 3 clusters Score -2433782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2433784.000000 Penalty: 3196.860107
	Iteration 29Q: 3 clusters Score -2433784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2433787.250000 Penalty: 3196.860107
	Iteration 30Q: 3 clusters Score -2433787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2433789.500000 Penalty: 3196.860107
	Iteration 31Q: 3 clusters Score -2433790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2433790.500000 Penalty: 3196.860107
	Iteration 32Q: 3 clusters Score -2433790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2433793.250000 Penalty: 3196.860107
	Iteration 33Q: 3 clusters Score -2433793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2433798.750000 Penalty: 3196.860107
	Iteration 34Q: 3 clusters Score -2433799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2433804.500000 Penalty: 3196.860107
	Iteration 35Q: 3 clusters Score -2433804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2433811.500000 Penalty: 3196.860107
	Iteration 36Q: 3 clusters Score -2433812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2433814.250000 Penalty: 3196.860107
	Iteration 37Q: 3 clusters Score -2433814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2433812.750000 Penalty: 3196.860107
	Iteration 38Q: 3 clusters Score -2433813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2433812.750000 Penalty: 3196.860107
	Iteration 39F: 3 clusters Score -2433813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2575197.250000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575197 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2578890.000000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2578890 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2579189.000000 Penalty: 3144.053711
	Iteration 2F: 3 clusters Score -2579189 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2579462.250000 Penalty: 3144.053711
	Iteration 3Q: 3 clusters Score -2579462 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2579783.500000 Penalty: 3144.053711
	Iteration 4Q: 3 clusters Score -2579784 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2580192.750000 Penalty: 3144.053711
	Iteration 5Q: 3 clusters Score -2580193 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2580734.000000 Penalty: 3144.053711
	Iteration 6F: 3 clusters Score -2580734 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2581393.750000 Penalty: 3144.053711
	Iteration 7F: 3 clusters Score -2581394 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2582114.250000 Penalty: 3144.053711
	Iteration 8F: 3 clusters Score -2582114 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2582741.000000 Penalty: 3144.053711
	Iteration 9Q: 3 clusters Score -2582741 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2583350.000000 Penalty: 3144.053711
	Iteration 10Q: 3 clusters Score -2583350 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2583902.750000 Penalty: 3144.053711
	Iteration 11Q: 3 clusters Score -2583903 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2584424.250000 Penalty: 3144.053711
	Iteration 12Q: 3 clusters Score -2584424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2584910.750000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2584911 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2585317.500000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2585318 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2585620.750000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2585621 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2585864.250000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2585864 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2586018.250000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2586018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2586142.750000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2586143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2586212.000000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2586212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2586262.500000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2586262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2586285.500000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2586286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2586302.250000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2586302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2586308.750000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2586309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2586315.500000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2586316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2586314.750000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2586315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2586313.750000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2586314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2586320.500000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2586320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2586328.250000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2586328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2586328.000000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2586328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2586328.000000 Penalty: 3144.053711
	Iteration 30F: 3 clusters Score -2586328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 81230 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 13863 members 
Mstep: Class 41 contains 80401 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85991072.000000 Penalty: 108896.726562
Splitting cluster 23 changes total score from -85991632.000000 to -85991072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -38811.964844 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -38811.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37890.289062 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -37890.29 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38013.996094 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -38014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38063.652344 Penalty: 1900.092651
	Iteration 2Q: 3 clusters Score -38063.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38098.792969 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -38098.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38116.359375 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -38116.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38140.246094 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -38140.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38156.136719 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -38156.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38162.785156 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -38162.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38168.714844 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -38168.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38180.503906 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -38180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38200.476562 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -38200.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38210.214844 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -38210.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38211.957031 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -38211.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38211.957031 Penalty: 1900.092651
	Iteration 13F: 3 clusters Score -38211.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33643.351562 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33643.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33917.093750 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -33917.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34046.714844 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34046.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34127.160156 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34127.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34247.859375 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -34247.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34382.781250 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34382.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34436.390625 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34436.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34475.718750 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34475.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34504.230469 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34504.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34529.855469 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34529.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34551.046875 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34551.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34557.066406 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -34557.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34563.304688 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -34563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34569.429688 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -34569.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34574.574219 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -34574.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34581.511719 Penalty: 1973.739502
	Iteration 15Q: 3 clusters Score -34581.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34581.511719 Penalty: 1973.739502
	Iteration 16F: 3 clusters Score -34581.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 169 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 81230 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 80401 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85990296.000000 Penalty: 108896.726562
Splitting cluster 25 changes total score from -85991632.000000 to -85990296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68445.906250 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68445.91 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68671.820312 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68671.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68741.757812 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68741.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68790.101562 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -68790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68830.703125 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -68830.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68863.734375 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -68863.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68891.539062 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -68891.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68949.742188 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -68949.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68993.679688 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -68993.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69032.468750 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69032.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69060.164062 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -69060.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69088.289062 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -69088.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69093.617188 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -69093.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69097.171875 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -69097.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69097.953125 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -69097.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69097.953125 Penalty: 2084.906494
	Iteration 15F: 3 clusters Score -69097.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Entering Unmasked Estep 
Score: -6004307.000000 Penalty: 1742.197754
	Iteration 0F: 2 clusters Score -6004307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5974204.500000 Penalty: 3484.395508
	Iteration 0F: 3 clusters Score -5974204 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5986486.000000 Penalty: 3484.395508
	Iteration 1F: 3 clusters Score -5986486 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5987506.000000 Penalty: 3484.395508
	Iteration 2F: 3 clusters Score -5987506 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5989029.500000 Penalty: 3484.395508
	Iteration 3F: 3 clusters Score -5989030 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5991118.000000 Penalty: 3484.395508
	Iteration 4F: 3 clusters Score -5991118 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5993694.000000 Penalty: 3484.395508
	Iteration 5F: 3 clusters Score -5993694 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5996447.000000 Penalty: 3484.395508
	Iteration 6F: 3 clusters Score -5996447 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5998676.500000 Penalty: 3484.395508
	Iteration 7F: 3 clusters Score -5998676 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -6000096.000000 Penalty: 3484.395508
	Iteration 8Q: 3 clusters Score -6000096 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6000894.000000 Penalty: 3484.395508
	Iteration 9Q: 3 clusters Score -6000894 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6001335.500000 Penalty: 3484.395508
	Iteration 10Q: 3 clusters Score -6001336 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -6001695.000000 Penalty: 3484.395508
	Iteration 11Q: 3 clusters Score -6001695 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -6002008.000000 Penalty: 3484.395508
	Iteration 12Q: 3 clusters Score -6002008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6002251.500000 Penalty: 3484.395508
	Iteration 13Q: 3 clusters Score -6002252 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6002461.500000 Penalty: 3484.395508
	Iteration 14Q: 3 clusters Score -6002462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6002628.500000 Penalty: 3484.395508
	Iteration 15Q: 3 clusters Score -6002628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6002770.000000 Penalty: 3484.395508
	Iteration 16Q: 3 clusters Score -6002770 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6002849.000000 Penalty: 3484.395508
	Iteration 17Q: 3 clusters Score -6002849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6002909.500000 Penalty: 3484.395508
	Iteration 18Q: 3 clusters Score -6002910 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6003006.500000 Penalty: 3484.395508
	Iteration 19Q: 3 clusters Score -6003006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6003067.000000 Penalty: 3484.395508
	Iteration 20F: 3 clusters Score -6003067 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6003116.000000 Penalty: 3484.395508
	Iteration 21Q: 3 clusters Score -6003116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6003149.000000 Penalty: 3484.395508
	Iteration 22Q: 3 clusters Score -6003149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6003171.500000 Penalty: 3484.395508
	Iteration 23Q: 3 clusters Score -6003172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6003181.000000 Penalty: 3484.395508
	Iteration 24Q: 3 clusters Score -6003181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6003192.500000 Penalty: 3484.395508
	Iteration 25Q: 3 clusters Score -6003192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6003214.500000 Penalty: 3484.395508
	Iteration 26Q: 3 clusters Score -6003214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6003232.500000 Penalty: 3484.395508
	Iteration 27Q: 3 clusters Score -6003232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6003229.000000 Penalty: 3484.395508
	Iteration 28Q: 3 clusters Score -6003229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6003234.500000 Penalty: 3484.395508
	Iteration 29Q: 3 clusters Score -6003234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6003259.500000 Penalty: 3484.395508
	Iteration 30Q: 3 clusters Score -6003260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6003270.000000 Penalty: 3484.395508
	Iteration 31Q: 3 clusters Score -6003270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6003258.500000 Penalty: 3484.395508
	Iteration 32Q: 3 clusters Score -6003258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6003268.500000 Penalty: 3484.395508
	Iteration 33Q: 3 clusters Score -6003268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6003280.000000 Penalty: 3484.395508
	Iteration 34Q: 3 clusters Score -6003280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6003297.000000 Penalty: 3484.395508
	Iteration 35Q: 3 clusters Score -6003297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6003300.500000 Penalty: 3484.395508
	Iteration 36Q: 3 clusters Score -6003300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6003294.500000 Penalty: 3484.395508
	Iteration 37Q: 3 clusters Score -6003294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6003304.000000 Penalty: 3484.395508
	Iteration 38Q: 3 clusters Score -6003304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6003302.000000 Penalty: 3484.395508
	Iteration 39Q: 3 clusters Score -6003302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6003303.500000 Penalty: 3484.395508
	Iteration 40F: 3 clusters Score -6003304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6003304.500000 Penalty: 3484.395508
	Iteration 41Q: 3 clusters Score -6003304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6003304.500000 Penalty: 3484.395508
	Iteration 42Q: 3 clusters Score -6003304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6003309.500000 Penalty: 3484.395508
	Iteration 43Q: 3 clusters Score -6003310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6003320.500000 Penalty: 3484.395508
	Iteration 44Q: 3 clusters Score -6003320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6003328.000000 Penalty: 3484.395508
	Iteration 45Q: 3 clusters Score -6003328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6003329.000000 Penalty: 3484.395508
	Iteration 46Q: 3 clusters Score -6003329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6003326.000000 Penalty: 3484.395508
	Iteration 47Q: 3 clusters Score -6003326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6003328.000000 Penalty: 3484.395508
	Iteration 48Q: 3 clusters Score -6003328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6003326.000000 Penalty: 3484.395508
	Iteration 49Q: 3 clusters Score -6003326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6003320.000000 Penalty: 3484.395508
	Iteration 50Q: 3 clusters Score -6003320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6003322.500000 Penalty: 3484.395508
	Iteration 51Q: 3 clusters Score -6003322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6003319.000000 Penalty: 3484.395508
	Iteration 52Q: 3 clusters Score -6003319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6003329.500000 Penalty: 3484.395508
	Iteration 53Q: 3 clusters Score -6003330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6003337.500000 Penalty: 3484.395508
	Iteration 54Q: 3 clusters Score -6003338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6003346.000000 Penalty: 3484.395508
	Iteration 55Q: 3 clusters Score -6003346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6003337.000000 Penalty: 3484.395508
	Iteration 56Q: 3 clusters Score -6003337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6003341.000000 Penalty: 3484.395508
	Iteration 57Q: 3 clusters Score -6003341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6003340.000000 Penalty: 3484.395508
	Iteration 58Q: 3 clusters Score -6003340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6003337.500000 Penalty: 3484.395508
	Iteration 59Q: 3 clusters Score -6003338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6003336.000000 Penalty: 3484.395508
	Iteration 60F: 3 clusters Score -6003336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6003333.500000 Penalty: 3484.395508
	Iteration 61Q: 3 clusters Score -6003334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6003340.500000 Penalty: 3484.395508
	Iteration 62Q: 3 clusters Score -6003340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6003340.500000 Penalty: 3484.395508
	Iteration 63F: 3 clusters Score -6003340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Entering Unmasked Estep 
Score: -7623482.000000 Penalty: 1780.029785
	Iteration 0F: 2 clusters Score -7623482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7585435.500000 Penalty: 3560.059570
	Iteration 0F: 3 clusters Score -7585436 nChanged 26941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -7600859.500000 Penalty: 3560.059570
	Iteration 1F: 3 clusters Score -7600860 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7601599.000000 Penalty: 3560.059570
	Iteration 2Q: 3 clusters Score -7601599 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -7602592.000000 Penalty: 3560.059570
	Iteration 3Q: 3 clusters Score -7602592 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7603914.500000 Penalty: 3560.059570
	Iteration 4F: 3 clusters Score -7603914 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7605943.000000 Penalty: 3560.059570
	Iteration 5F: 3 clusters Score -7605943 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7608924.000000 Penalty: 3560.059570
	Iteration 6F: 3 clusters Score -7608924 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -7612581.500000 Penalty: 3560.059570
	Iteration 7F: 3 clusters Score -7612582 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -7616102.500000 Penalty: 3560.059570
	Iteration 8F: 3 clusters Score -7616102 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -7618461.500000 Penalty: 3560.059570
	Iteration 9Q: 3 clusters Score -7618462 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -7619754.500000 Penalty: 3560.059570
	Iteration 10Q: 3 clusters Score -7619754 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -7620495.500000 Penalty: 3560.059570
	Iteration 11Q: 3 clusters Score -7620496 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7620836.000000 Penalty: 3560.059570
	Iteration 12Q: 3 clusters Score -7620836 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7621137.000000 Penalty: 3560.059570
	Iteration 13Q: 3 clusters Score -7621137 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -7621319.000000 Penalty: 3560.059570
	Iteration 14Q: 3 clusters Score -7621319 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7621436.000000 Penalty: 3560.059570
	Iteration 15Q: 3 clusters Score -7621436 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7621506.000000 Penalty: 3560.059570
	Iteration 16Q: 3 clusters Score -7621506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -7621594.000000 Penalty: 3560.059570
	Iteration 17Q: 3 clusters Score -7621594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -7621640.000000 Penalty: 3560.059570
	Iteration 18Q: 3 clusters Score -7621640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -7621688.000000 Penalty: 3560.059570
	Iteration 19Q: 3 clusters Score -7621688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -7621730.500000 Penalty: 3560.059570
	Iteration 20F: 3 clusters Score -7621730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7621752.000000 Penalty: 3560.059570
	Iteration 21Q: 3 clusters Score -7621752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -7621787.000000 Penalty: 3560.059570
	Iteration 22Q: 3 clusters Score -7621787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7621792.500000 Penalty: 3560.059570
	Iteration 23Q: 3 clusters Score -7621792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -7621812.000000 Penalty: 3560.059570
	Iteration 24Q: 3 clusters Score -7621812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -7621824.500000 Penalty: 3560.059570
	Iteration 25Q: 3 clusters Score -7621824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7621839.500000 Penalty: 3560.059570
	Iteration 26Q: 3 clusters Score -7621840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -7621848.500000 Penalty: 3560.059570
	Iteration 27Q: 3 clusters Score -7621848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -7621856.500000 Penalty: 3560.059570
	Iteration 28Q: 3 clusters Score -7621856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -7621876.000000 Penalty: 3560.059570
	Iteration 29Q: 3 clusters Score -7621876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -7621872.000000 Penalty: 3560.059570
	Iteration 30Q: 3 clusters Score -7621872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -7621883.000000 Penalty: 3560.059570
	Iteration 31Q: 3 clusters Score -7621883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -7621887.500000 Penalty: 3560.059570
	Iteration 32Q: 3 clusters Score -7621888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7621902.500000 Penalty: 3560.059570
	Iteration 33Q: 3 clusters Score -7621902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -7621908.000000 Penalty: 3560.059570
	Iteration 34Q: 3 clusters Score -7621908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -7621911.500000 Penalty: 3560.059570
	Iteration 35Q: 3 clusters Score -7621912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7621913.000000 Penalty: 3560.059570
	Iteration 36Q: 3 clusters Score -7621913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7621910.000000 Penalty: 3560.059570
	Iteration 37Q: 3 clusters Score -7621910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -7621913.000000 Penalty: 3560.059570
	Iteration 38Q: 3 clusters Score -7621913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7621911.000000 Penalty: 3560.059570
	Iteration 39Q: 3 clusters Score -7621911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7621908.500000 Penalty: 3560.059570
	Iteration 40F: 3 clusters Score -7621908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7621907.500000 Penalty: 3560.059570
	Iteration 41Q: 3 clusters Score -7621908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -7621911.500000 Penalty: 3560.059570
	Iteration 42Q: 3 clusters Score -7621912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7621910.500000 Penalty: 3560.059570
	Iteration 43Q: 3 clusters Score -7621910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -7621917.000000 Penalty: 3560.059570
	Iteration 44Q: 3 clusters Score -7621917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7621925.500000 Penalty: 3560.059570
	Iteration 45Q: 3 clusters Score -7621926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7621924.000000 Penalty: 3560.059570
	Iteration 46Q: 3 clusters Score -7621924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -7621925.000000 Penalty: 3560.059570
	Iteration 47Q: 3 clusters Score -7621925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -7621927.000000 Penalty: 3560.059570
	Iteration 48Q: 3 clusters Score -7621927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7621931.000000 Penalty: 3560.059570
	Iteration 49Q: 3 clusters Score -7621931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7621931.000000 Penalty: 3560.059570
	Iteration 50F: 3 clusters Score -7621931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Entering Unmasked Estep 
Score: -2816196.750000 Penalty: 1619.374512
	Iteration 0F: 2 clusters Score -2816197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2801668.500000 Penalty: 3238.749023
	Iteration 0F: 3 clusters Score -2801668 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2807071.000000 Penalty: 3238.749023
	Iteration 1F: 3 clusters Score -2807071 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2807904.250000 Penalty: 3238.749023
	Iteration 2F: 3 clusters Score -2807904 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2809254.500000 Penalty: 3238.749023
	Iteration 3F: 3 clusters Score -2809254 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2811065.250000 Penalty: 3238.749023
	Iteration 4F: 3 clusters Score -2811065 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2813098.500000 Penalty: 3238.749023
	Iteration 5F: 3 clusters Score -2813098 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2814825.000000 Penalty: 3238.749023
	Iteration 6F: 3 clusters Score -2814825 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2815673.750000 Penalty: 3238.749023
	Iteration 7Q: 3 clusters Score -2815674 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2815925.750000 Penalty: 3238.749023
	Iteration 8Q: 3 clusters Score -2815926 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2816026.500000 Penalty: 3238.749023
	Iteration 9Q: 3 clusters Score -2816026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2816045.000000 Penalty: 3238.749023
	Iteration 10Q: 3 clusters Score -2816045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2816057.000000 Penalty: 3238.749023
	Iteration 11Q: 3 clusters Score -2816057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2816068.750000 Penalty: 3238.749023
	Iteration 12Q: 3 clusters Score -2816069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2816068.750000 Penalty: 3238.749023
	Iteration 13Q: 3 clusters Score -2816069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2816069.750000 Penalty: 3238.749023
	Iteration 14Q: 3 clusters Score -2816070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2816074.000000 Penalty: 3238.749023
	Iteration 15Q: 3 clusters Score -2816074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2816072.750000 Penalty: 3238.749023
	Iteration 16Q: 3 clusters Score -2816073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2816075.000000 Penalty: 3238.749023
	Iteration 17Q: 3 clusters Score -2816075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2816068.750000 Penalty: 3238.749023
	Iteration 18Q: 3 clusters Score -2816069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2816072.500000 Penalty: 3238.749023
	Iteration 19Q: 3 clusters Score -2816072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2816073.750000 Penalty: 3238.749023
	Iteration 20F: 3 clusters Score -2816074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2816073.500000 Penalty: 3238.749023
	Iteration 21Q: 3 clusters Score -2816074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2816068.750000 Penalty: 3238.749023
	Iteration 22Q: 3 clusters Score -2816069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2816074.250000 Penalty: 3238.749023
	Iteration 23Q: 3 clusters Score -2816074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2816082.500000 Penalty: 3238.749023
	Iteration 24Q: 3 clusters Score -2816082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2816082.750000 Penalty: 3238.749023
	Iteration 25Q: 3 clusters Score -2816083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2816084.750000 Penalty: 3238.749023
	Iteration 26Q: 3 clusters Score -2816085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2816086.000000 Penalty: 3238.749023
	Iteration 27Q: 3 clusters Score -2816086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2816083.000000 Penalty: 3238.749023
	Iteration 28Q: 3 clusters Score -2816083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2816088.500000 Penalty: 3238.749023
	Iteration 29Q: 3 clusters Score -2816088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2816092.750000 Penalty: 3238.749023
	Iteration 30Q: 3 clusters Score -2816093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2816091.250000 Penalty: 3238.749023
	Iteration 31Q: 3 clusters Score -2816091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2816092.250000 Penalty: 3238.749023
	Iteration 32Q: 3 clusters Score -2816092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2816085.750000 Penalty: 3238.749023
	Iteration 33Q: 3 clusters Score -2816086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2816089.000000 Penalty: 3238.749023
	Iteration 34Q: 3 clusters Score -2816089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2816094.750000 Penalty: 3238.749023
	Iteration 35Q: 3 clusters Score -2816095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2816093.250000 Penalty: 3238.749023
	Iteration 36Q: 3 clusters Score -2816093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2816095.500000 Penalty: 3238.749023
	Iteration 37Q: 3 clusters Score -2816096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2816097.000000 Penalty: 3238.749023
	Iteration 38Q: 3 clusters Score -2816097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2816098.750000 Penalty: 3238.749023
	Iteration 39Q: 3 clusters Score -2816099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2816099.750000 Penalty: 3238.749023
	Iteration 40F: 3 clusters Score -2816100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2816094.750000 Penalty: 3238.749023
	Iteration 41Q: 3 clusters Score -2816095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2816095.500000 Penalty: 3238.749023
	Iteration 42Q: 3 clusters Score -2816096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2816096.000000 Penalty: 3238.749023
	Iteration 43Q: 3 clusters Score -2816096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2816091.750000 Penalty: 3238.749023
	Iteration 44Q: 3 clusters Score -2816092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2816089.750000 Penalty: 3238.749023
	Iteration 45Q: 3 clusters Score -2816090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2816088.500000 Penalty: 3238.749023
	Iteration 46Q: 3 clusters Score -2816088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2816087.750000 Penalty: 3238.749023
	Iteration 47Q: 3 clusters Score -2816088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2816093.000000 Penalty: 3238.749023
	Iteration 48Q: 3 clusters Score -2816093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2816089.750000 Penalty: 3238.749023
	Iteration 49Q: 3 clusters Score -2816090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2816087.250000 Penalty: 3238.749023
	Iteration 50Q: 3 clusters Score -2816087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2816090.250000 Penalty: 3238.749023
	Iteration 51Q: 3 clusters Score -2816090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2816087.250000 Penalty: 3238.749023
	Iteration 52Q: 3 clusters Score -2816087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2816090.250000 Penalty: 3238.749023
	Iteration 53Q: 3 clusters Score -2816090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2816089.500000 Penalty: 3238.749023
	Iteration 54Q: 3 clusters Score -2816090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2816088.000000 Penalty: 3238.749023
	Iteration 55Q: 3 clusters Score -2816088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2816086.750000 Penalty: 3238.749023
	Iteration 56Q: 3 clusters Score -2816087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2816088.750000 Penalty: 3238.749023
	Iteration 57Q: 3 clusters Score -2816089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2816088.000000 Penalty: 3238.749023
	Iteration 58Q: 3 clusters Score -2816088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2816091.500000 Penalty: 3238.749023
	Iteration 59Q: 3 clusters Score -2816092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2816086.750000 Penalty: 3238.749023
	Iteration 60F: 3 clusters Score -2816087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2816087.500000 Penalty: 3238.749023
	Iteration 61Q: 3 clusters Score -2816088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2816087.500000 Penalty: 3238.749023
	Iteration 62F: 3 clusters Score -2816088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (81230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Entering Unmasked Estep 
Score: -10836082.000000 Penalty: 1837.069092
	Iteration 0F: 2 clusters Score -1.083608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -10785695.000000 Penalty: 3674.138184
	Iteration 0F: 3 clusters Score -1.07857e+07 nChanged 38596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -10807679.000000 Penalty: 3674.138184
	Iteration 1F: 3 clusters Score -1.080768e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -10808072.000000 Penalty: 3674.138184
	Iteration 2Q: 3 clusters Score -1.080807e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -10808561.000000 Penalty: 3674.138184
	Iteration 3Q: 3 clusters Score -1.080856e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -10809105.000000 Penalty: 3674.138184
	Iteration 4Q: 3 clusters Score -1.08091e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -10809662.000000 Penalty: 3674.138184
	Iteration 5Q: 3 clusters Score -1.080966e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -10810442.000000 Penalty: 3674.138184
	Iteration 6Q: 3 clusters Score -1.081044e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -10811424.000000 Penalty: 3674.138184
	Iteration 7Q: 3 clusters Score -1.081142e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -10812929.000000 Penalty: 3674.138184
	Iteration 8Q: 3 clusters Score -1.081293e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -10815044.000000 Penalty: 3674.138184
	Iteration 9Q: 3 clusters Score -1.081504e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -10818316.000000 Penalty: 3674.138184
	Iteration 10F: 3 clusters Score -1.081832e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -10822271.000000 Penalty: 3674.138184
	Iteration 11F: 3 clusters Score -1.082227e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -10825493.000000 Penalty: 3674.138184
	Iteration 12F: 3 clusters Score -1.082549e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -10827234.000000 Penalty: 3674.138184
	Iteration 13Q: 3 clusters Score -1.082723e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -10828249.000000 Penalty: 3674.138184
	Iteration 14Q: 3 clusters Score -1.082825e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -10829393.000000 Penalty: 3674.138184
	Iteration 15Q: 3 clusters Score -1.082939e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -10830610.000000 Penalty: 3674.138184
	Iteration 16Q: 3 clusters Score -1.083061e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -10832002.000000 Penalty: 3674.138184
	Iteration 17Q: 3 clusters Score -1.0832e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -10833213.000000 Penalty: 3674.138184
	Iteration 18Q: 3 clusters Score -1.083321e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -10834260.000000 Penalty: 3674.138184
	Iteration 19Q: 3 clusters Score -1.083426e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -10835068.000000 Penalty: 3674.138184
	Iteration 20F: 3 clusters Score -1.083507e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -10835608.000000 Penalty: 3674.138184
	Iteration 21Q: 3 clusters Score -1.083561e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -10836064.000000 Penalty: 3674.138184
	Iteration 22Q: 3 clusters Score -1.083606e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -10836333.000000 Penalty: 3674.138184
	Iteration 23Q: 3 clusters Score -1.083633e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10836557.000000 Penalty: 3674.138184
	Iteration 24Q: 3 clusters Score -1.083656e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -10836658.000000 Penalty: 3674.138184
	Iteration 25Q: 3 clusters Score -1.083666e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -10836758.000000 Penalty: 3674.138184
	Iteration 26Q: 3 clusters Score -1.083676e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -10836871.000000 Penalty: 3674.138184
	Iteration 27Q: 3 clusters Score -1.083687e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -10836903.000000 Penalty: 3674.138184
	Iteration 28Q: 3 clusters Score -1.08369e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -10836919.000000 Penalty: 3674.138184
	Iteration 29Q: 3 clusters Score -1.083692e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -10836994.000000 Penalty: 3674.138184
	Iteration 30Q: 3 clusters Score -1.083699e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -10836972.000000 Penalty: 3674.138184
	Iteration 31Q: 3 clusters Score -1.083697e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -10836978.000000 Penalty: 3674.138184
	Iteration 32Q: 3 clusters Score -1.083698e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -10836952.000000 Penalty: 3674.138184
	Iteration 33Q: 3 clusters Score -1.083695e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -10836992.000000 Penalty: 3674.138184
	Iteration 34Q: 3 clusters Score -1.083699e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -10836971.000000 Penalty: 3674.138184
	Iteration 35Q: 3 clusters Score -1.083697e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -10837001.000000 Penalty: 3674.138184
	Iteration 36Q: 3 clusters Score -1.0837e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -10836936.000000 Penalty: 3674.138184
	Iteration 37Q: 3 clusters Score -1.083694e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -10836921.000000 Penalty: 3674.138184
	Iteration 38Q: 3 clusters Score -1.083692e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -10836914.000000 Penalty: 3674.138184
	Iteration 39Q: 3 clusters Score -1.083691e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -10836879.000000 Penalty: 3674.138184
	Iteration 40F: 3 clusters Score -1.083688e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -10836818.000000 Penalty: 3674.138184
	Iteration 41Q: 3 clusters Score -1.083682e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -10836818.000000 Penalty: 3674.138184
	Iteration 42Q: 3 clusters Score -1.083682e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -10836868.000000 Penalty: 3674.138184
	Iteration 43Q: 3 clusters Score -1.083687e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -10836840.000000 Penalty: 3674.138184
	Iteration 44Q: 3 clusters Score -1.083684e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -10836830.000000 Penalty: 3674.138184
	Iteration 45Q: 3 clusters Score -1.083683e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -10836842.000000 Penalty: 3674.138184
	Iteration 46Q: 3 clusters Score -1.083684e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -10836840.000000 Penalty: 3674.138184
	Iteration 47Q: 3 clusters Score -1.083684e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -10836818.000000 Penalty: 3674.138184
	Iteration 48Q: 3 clusters Score -1.083682e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -10836774.000000 Penalty: 3674.138184
	Iteration 49Q: 3 clusters Score -1.083677e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -10836797.000000 Penalty: 3674.138184
	Iteration 50Q: 3 clusters Score -1.08368e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -10836787.000000 Penalty: 3674.138184
	Iteration 51Q: 3 clusters Score -1.083679e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -10836760.000000 Penalty: 3674.138184
	Iteration 52Q: 3 clusters Score -1.083676e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -10836785.000000 Penalty: 3674.138184
	Iteration 53Q: 3 clusters Score -1.083678e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -10836750.000000 Penalty: 3674.138184
	Iteration 54Q: 3 clusters Score -1.083675e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -10836760.000000 Penalty: 3674.138184
	Iteration 55Q: 3 clusters Score -1.083676e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -10836737.000000 Penalty: 3674.138184
	Iteration 56Q: 3 clusters Score -1.083674e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -10836716.000000 Penalty: 3674.138184
	Iteration 57Q: 3 clusters Score -1.083672e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -10836725.000000 Penalty: 3674.138184
	Iteration 58Q: 3 clusters Score -1.083672e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -10836728.000000 Penalty: 3674.138184
	Iteration 59Q: 3 clusters Score -1.083673e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -10836749.000000 Penalty: 3674.138184
	Iteration 60F: 3 clusters Score -1.083675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -10836723.000000 Penalty: 3674.138184
	Iteration 61Q: 3 clusters Score -1.083672e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -10836713.000000 Penalty: 3674.138184
	Iteration 62Q: 3 clusters Score -1.083671e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -10836705.000000 Penalty: 3674.138184
	Iteration 63Q: 3 clusters Score -1.08367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -10836703.000000 Penalty: 3674.138184
	Iteration 64Q: 3 clusters Score -1.08367e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -10836681.000000 Penalty: 3674.138184
	Iteration 65Q: 3 clusters Score -1.083668e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -10836664.000000 Penalty: 3674.138184
	Iteration 66Q: 3 clusters Score -1.083666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -10836660.000000 Penalty: 3674.138184
	Iteration 67Q: 3 clusters Score -1.083666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -10836658.000000 Penalty: 3674.138184
	Iteration 68Q: 3 clusters Score -1.083666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -10836661.000000 Penalty: 3674.138184
	Iteration 69Q: 3 clusters Score -1.083666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -10836638.000000 Penalty: 3674.138184
	Iteration 70Q: 3 clusters Score -1.083664e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -10836619.000000 Penalty: 3674.138184
	Iteration 71Q: 3 clusters Score -1.083662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -10836608.000000 Penalty: 3674.138184
	Iteration 72Q: 3 clusters Score -1.083661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -10836610.000000 Penalty: 3674.138184
	Iteration 73Q: 3 clusters Score -1.083661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -10836601.000000 Penalty: 3674.138184
	Iteration 74Q: 3 clusters Score -1.08366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -10836586.000000 Penalty: 3674.138184
	Iteration 75Q: 3 clusters Score -1.083659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -10836586.000000 Penalty: 3674.138184
	Iteration 76Q: 3 clusters Score -1.083659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -10836585.000000 Penalty: 3674.138184
	Iteration 77Q: 3 clusters Score -1.083658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -10836588.000000 Penalty: 3674.138184
	Iteration 78Q: 3 clusters Score -1.083659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -10836583.000000 Penalty: 3674.138184
	Iteration 79Q: 3 clusters Score -1.083658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -10836577.000000 Penalty: 3674.138184
	Iteration 80F: 3 clusters Score -1.083658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -10836564.000000 Penalty: 3674.138184
	Iteration 81Q: 3 clusters Score -1.083656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -10836560.000000 Penalty: 3674.138184
	Iteration 82Q: 3 clusters Score -1.083656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -10836553.000000 Penalty: 3674.138184
	Iteration 83Q: 3 clusters Score -1.083655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -10836552.000000 Penalty: 3674.138184
	Iteration 84Q: 3 clusters Score -1.083655e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -10836549.000000 Penalty: 3674.138184
	Iteration 85Q: 3 clusters Score -1.083655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -10836518.000000 Penalty: 3674.138184
	Iteration 86Q: 3 clusters Score -1.083652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -10836534.000000 Penalty: 3674.138184
	Iteration 87Q: 3 clusters Score -1.083653e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -10836535.000000 Penalty: 3674.138184
	Iteration 88Q: 3 clusters Score -1.083654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -10836532.000000 Penalty: 3674.138184
	Iteration 89Q: 3 clusters Score -1.083653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -10836528.000000 Penalty: 3674.138184
	Iteration 90Q: 3 clusters Score -1.083653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -10836533.000000 Penalty: 3674.138184
	Iteration 91Q: 3 clusters Score -1.083653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -10836529.000000 Penalty: 3674.138184
	Iteration 92Q: 3 clusters Score -1.083653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -10836542.000000 Penalty: 3674.138184
	Iteration 93Q: 3 clusters Score -1.083654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -10836547.000000 Penalty: 3674.138184
	Iteration 94Q: 3 clusters Score -1.083655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -10836544.000000 Penalty: 3674.138184
	Iteration 95Q: 3 clusters Score -1.083654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -10836545.000000 Penalty: 3674.138184
	Iteration 96Q: 3 clusters Score -1.083654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -10836547.000000 Penalty: 3674.138184
	Iteration 97Q: 3 clusters Score -1.083655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -10836548.000000 Penalty: 3674.138184
	Iteration 98Q: 3 clusters Score -1.083655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -10836548.000000 Penalty: 3674.138184
	Iteration 99Q: 3 clusters Score -1.083655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -10836542.000000 Penalty: 3674.138184
	Iteration 100F: 3 clusters Score -1.083654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -10836542.000000 Penalty: 3674.138184
	Iteration 101Q: 3 clusters Score -1.083654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -10836532.000000 Penalty: 3674.138184
	Iteration 102Q: 3 clusters Score -1.083653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -10836529.000000 Penalty: 3674.138184
	Iteration 103Q: 3 clusters Score -1.083653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -10836532.000000 Penalty: 3674.138184
	Iteration 104Q: 3 clusters Score -1.083653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -10836527.000000 Penalty: 3674.138184
	Iteration 105Q: 3 clusters Score -1.083653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -10836516.000000 Penalty: 3674.138184
	Iteration 106Q: 3 clusters Score -1.083652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -10836514.000000 Penalty: 3674.138184
	Iteration 107Q: 3 clusters Score -1.083651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -10836509.000000 Penalty: 3674.138184
	Iteration 108Q: 3 clusters Score -1.083651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -10836514.000000 Penalty: 3674.138184
	Iteration 109Q: 3 clusters Score -1.083651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -10836521.000000 Penalty: 3674.138184
	Iteration 110Q: 3 clusters Score -1.083652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -10836517.000000 Penalty: 3674.138184
	Iteration 111Q: 3 clusters Score -1.083652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -10836509.000000 Penalty: 3674.138184
	Iteration 112Q: 3 clusters Score -1.083651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -10836510.000000 Penalty: 3674.138184
	Iteration 113Q: 3 clusters Score -1.083651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -10836515.000000 Penalty: 3674.138184
	Iteration 114Q: 3 clusters Score -1.083652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -10836511.000000 Penalty: 3674.138184
	Iteration 115Q: 3 clusters Score -1.083651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -10836507.000000 Penalty: 3674.138184
	Iteration 116Q: 3 clusters Score -1.083651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -10836499.000000 Penalty: 3674.138184
	Iteration 117Q: 3 clusters Score -1.08365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -10836499.000000 Penalty: 3674.138184
	Iteration 118Q: 3 clusters Score -1.08365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -10836494.000000 Penalty: 3674.138184
	Iteration 119Q: 3 clusters Score -1.083649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -10836479.000000 Penalty: 3674.138184
	Iteration 120F: 3 clusters Score -1.083648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -10836486.000000 Penalty: 3674.138184
	Iteration 121Q: 3 clusters Score -1.083649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -10836482.000000 Penalty: 3674.138184
	Iteration 122Q: 3 clusters Score -1.083648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10836478.000000 Penalty: 3674.138184
	Iteration 123Q: 3 clusters Score -1.083648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -10836479.000000 Penalty: 3674.138184
	Iteration 124Q: 3 clusters Score -1.083648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -10836479.000000 Penalty: 3674.138184
	Iteration 125Q: 3 clusters Score -1.083648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -10836468.000000 Penalty: 3674.138184
	Iteration 126Q: 3 clusters Score -1.083647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -10836467.000000 Penalty: 3674.138184
	Iteration 127Q: 3 clusters Score -1.083647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -10836470.000000 Penalty: 3674.138184
	Iteration 128Q: 3 clusters Score -1.083647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -10836465.000000 Penalty: 3674.138184
	Iteration 129Q: 3 clusters Score -1.083646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -10836465.000000 Penalty: 3674.138184
	Iteration 130F: 3 clusters Score -1.083646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 18091 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 63139 members 
Mstep: Class 41 contains 80401 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -85991912.000000 Penalty: 108896.726562
Splitting cluster 30 changes total score from -85991632.000000 to -85991912.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -1193286.125000 Penalty: 1482.706299
	Iteration 0F: 2 clusters Score -1193286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1186621.625000 Penalty: 2965.412598
	Iteration 0F: 3 clusters Score -1186622 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1188836.500000 Penalty: 2965.412598
	Iteration 1F: 3 clusters Score -1188836 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1189230.375000 Penalty: 2965.412598
	Iteration 2F: 3 clusters Score -1189230 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1189595.875000 Penalty: 2965.412598
	Iteration 3F: 3 clusters Score -1189596 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1189943.500000 Penalty: 2965.412598
	Iteration 4F: 3 clusters Score -1189944 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1190316.875000 Penalty: 2965.412598
	Iteration 5F: 3 clusters Score -1190317 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1190680.125000 Penalty: 2965.412598
	Iteration 6F: 3 clusters Score -1190680 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1190987.750000 Penalty: 2965.412598
	Iteration 7F: 3 clusters Score -1190988 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1191224.250000 Penalty: 2965.412598
	Iteration 8Q: 3 clusters Score -1191224 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1191424.250000 Penalty: 2965.412598
	Iteration 9Q: 3 clusters Score -1191424 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1191606.000000 Penalty: 2965.412598
	Iteration 10Q: 3 clusters Score -1191606 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1191773.250000 Penalty: 2965.412598
	Iteration 11Q: 3 clusters Score -1191773 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1191911.750000 Penalty: 2965.412598
	Iteration 12Q: 3 clusters Score -1191912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1192022.000000 Penalty: 2965.412598
	Iteration 13Q: 3 clusters Score -1192022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1192082.750000 Penalty: 2965.412598
	Iteration 14Q: 3 clusters Score -1192083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1192123.250000 Penalty: 2965.412598
	Iteration 15Q: 3 clusters Score -1192123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1192141.375000 Penalty: 2965.412598
	Iteration 16Q: 3 clusters Score -1192141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1192151.375000 Penalty: 2965.412598
	Iteration 17Q: 3 clusters Score -1192151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1192165.625000 Penalty: 2965.412598
	Iteration 18Q: 3 clusters Score -1192166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1192178.000000 Penalty: 2965.412598
	Iteration 19Q: 3 clusters Score -1192178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1192190.250000 Penalty: 2965.412598
	Iteration 20F: 3 clusters Score -1192190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1192204.750000 Penalty: 2965.412598
	Iteration 21Q: 3 clusters Score -1192205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1192223.625000 Penalty: 2965.412598
	Iteration 22Q: 3 clusters Score -1192224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1192250.875000 Penalty: 2965.412598
	Iteration 23Q: 3 clusters Score -1192251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1192284.250000 Penalty: 2965.412598
	Iteration 24Q: 3 clusters Score -1192284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1192325.625000 Penalty: 2965.412598
	Iteration 25Q: 3 clusters Score -1192326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1192369.625000 Penalty: 2965.412598
	Iteration 26Q: 3 clusters Score -1192370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1192408.625000 Penalty: 2965.412598
	Iteration 27Q: 3 clusters Score -1192409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1192433.500000 Penalty: 2965.412598
	Iteration 28Q: 3 clusters Score -1192434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1192450.000000 Penalty: 2965.412598
	Iteration 29Q: 3 clusters Score -1192450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1192461.000000 Penalty: 2965.412598
	Iteration 30Q: 3 clusters Score -1192461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1192474.375000 Penalty: 2965.412598
	Iteration 31Q: 3 clusters Score -1192474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1192486.875000 Penalty: 2965.412598
	Iteration 32Q: 3 clusters Score -1192487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1192495.750000 Penalty: 2965.412598
	Iteration 33Q: 3 clusters Score -1192496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1192503.875000 Penalty: 2965.412598
	Iteration 34Q: 3 clusters Score -1192504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1192510.500000 Penalty: 2965.412598
	Iteration 35Q: 3 clusters Score -1192510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1192515.250000 Penalty: 2965.412598
	Iteration 36Q: 3 clusters Score -1192515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1192519.000000 Penalty: 2965.412598
	Iteration 37Q: 3 clusters Score -1192519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1192522.375000 Penalty: 2965.412598
	Iteration 38Q: 3 clusters Score -1192522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1192526.625000 Penalty: 2965.412598
	Iteration 39Q: 3 clusters Score -1192527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1192531.875000 Penalty: 2965.412598
	Iteration 40F: 3 clusters Score -1192532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1192540.375000 Penalty: 2965.412598
	Iteration 41Q: 3 clusters Score -1192540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1192549.625000 Penalty: 2965.412598
	Iteration 42Q: 3 clusters Score -1192550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1192554.750000 Penalty: 2965.412598
	Iteration 43Q: 3 clusters Score -1192555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1192562.750000 Penalty: 2965.412598
	Iteration 44Q: 3 clusters Score -1192563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1192580.000000 Penalty: 2965.412598
	Iteration 45Q: 3 clusters Score -1192580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1192590.875000 Penalty: 2965.412598
	Iteration 46Q: 3 clusters Score -1192591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1192603.000000 Penalty: 2965.412598
	Iteration 47Q: 3 clusters Score -1192603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1192612.625000 Penalty: 2965.412598
	Iteration 48Q: 3 clusters Score -1192613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1192620.375000 Penalty: 2965.412598
	Iteration 49Q: 3 clusters Score -1192620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1192632.375000 Penalty: 2965.412598
	Iteration 50Q: 3 clusters Score -1192632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1192637.875000 Penalty: 2965.412598
	Iteration 51Q: 3 clusters Score -1192638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1192643.000000 Penalty: 2965.412598
	Iteration 52Q: 3 clusters Score -1192643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1192648.750000 Penalty: 2965.412598
	Iteration 53Q: 3 clusters Score -1192649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1192651.500000 Penalty: 2965.412598
	Iteration 54Q: 3 clusters Score -1192652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1192650.875000 Penalty: 2965.412598
	Iteration 55Q: 3 clusters Score -1192651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1192652.750000 Penalty: 2965.412598
	Iteration 56Q: 3 clusters Score -1192653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1192655.250000 Penalty: 2965.412598
	Iteration 57Q: 3 clusters Score -1192655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1192655.000000 Penalty: 2965.412598
	Iteration 58Q: 3 clusters Score -1192655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1192655.125000 Penalty: 2965.412598
	Iteration 59Q: 3 clusters Score -1192655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1192656.500000 Penalty: 2965.412598
	Iteration 60F: 3 clusters Score -1192656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1192659.375000 Penalty: 2965.412598
	Iteration 61Q: 3 clusters Score -1192659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1192660.500000 Penalty: 2965.412598
	Iteration 62Q: 3 clusters Score -1192660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1192660.500000 Penalty: 2965.412598
	Iteration 63F: 3 clusters Score -1192660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21899.087891 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21899.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21173.951172 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -21173.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21368.257812 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21368.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21550.833984 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -21550.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21611.544922 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -21611.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21638.705078 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21638.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21663.201172 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21663.201172 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -21663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100300.453125 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100300.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100527.546875 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100527.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100608.671875 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100608.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100650.867188 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100673.437500 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100681.742188 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100690.820312 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100694.304688 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100697.164062 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100699.226562 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100699.226562 Penalty: 2133.711182
	Iteration 10F: 3 clusters Score -100699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -301782.156250 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -301782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -299524.937500 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -299524.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -300232.281250 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -300232.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -300571.750000 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -300571.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -300820.781250 Penalty: 2529.276855
	Iteration 3F: 3 clusters Score -300820.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -300997.218750 Penalty: 2529.276855
	Iteration 4F: 3 clusters Score -300997.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -301129.250000 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -301129.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -301233.781250 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -301233.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -301293.375000 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -301293.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -301335.625000 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -301335.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -301359.500000 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -301359.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -301369.500000 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -301369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -301375.343750 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -301375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -301377.031250 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -301377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -301378.312500 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -301378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -301379.625000 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -301379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -301380.718750 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -301380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -301381.781250 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -301381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -301382.218750 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -301382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -301382.218750 Penalty: 2529.276855
	Iteration 18F: 3 clusters Score -301382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141138.671875 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141138.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141398.187500 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141398.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141480.953125 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141537.437500 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141537.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -141569.062500 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -141584.078125 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -141592.859375 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141597.546875 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141603.859375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -141608.515625 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141612.171875 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141613.750000 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141616.125000 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141618.234375 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141619.296875 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -141619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141621.968750 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -141622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141621.968750 Penalty: 2215.439209
	Iteration 16F: 3 clusters Score -141622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Entering Unmasked Estep 
Score: -3824412.750000 Penalty: 1670.723633
	Iteration 0F: 2 clusters Score -3824413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3804887.500000 Penalty: 3341.447266
	Iteration 0F: 3 clusters Score -3804888 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3812723.250000 Penalty: 3341.447266
	Iteration 1F: 3 clusters Score -3812723 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3813471.750000 Penalty: 3341.447266
	Iteration 2F: 3 clusters Score -3813472 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3814422.250000 Penalty: 3341.447266
	Iteration 3F: 3 clusters Score -3814422 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3815540.250000 Penalty: 3341.447266
	Iteration 4F: 3 clusters Score -3815540 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3816778.000000 Penalty: 3341.447266
	Iteration 5F: 3 clusters Score -3816778 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3818094.750000 Penalty: 3341.447266
	Iteration 6F: 3 clusters Score -3818095 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3819359.250000 Penalty: 3341.447266
	Iteration 7F: 3 clusters Score -3819359 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3820447.500000 Penalty: 3341.447266
	Iteration 8Q: 3 clusters Score -3820448 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3821295.750000 Penalty: 3341.447266
	Iteration 9Q: 3 clusters Score -3821296 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3821921.750000 Penalty: 3341.447266
	Iteration 10Q: 3 clusters Score -3821922 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3822300.250000 Penalty: 3341.447266
	Iteration 11Q: 3 clusters Score -3822300 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3822537.250000 Penalty: 3341.447266
	Iteration 12Q: 3 clusters Score -3822537 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3822680.000000 Penalty: 3341.447266
	Iteration 13Q: 3 clusters Score -3822680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3822785.000000 Penalty: 3341.447266
	Iteration 14Q: 3 clusters Score -3822785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3822889.500000 Penalty: 3341.447266
	Iteration 15Q: 3 clusters Score -3822890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3822948.000000 Penalty: 3341.447266
	Iteration 16Q: 3 clusters Score -3822948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3822981.500000 Penalty: 3341.447266
	Iteration 17Q: 3 clusters Score -3822982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3823011.750000 Penalty: 3341.447266
	Iteration 18Q: 3 clusters Score -3823012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3823028.000000 Penalty: 3341.447266
	Iteration 19Q: 3 clusters Score -3823028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3823042.500000 Penalty: 3341.447266
	Iteration 20F: 3 clusters Score -3823042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3823049.750000 Penalty: 3341.447266
	Iteration 21Q: 3 clusters Score -3823050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3823051.750000 Penalty: 3341.447266
	Iteration 22Q: 3 clusters Score -3823052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3823060.500000 Penalty: 3341.447266
	Iteration 23Q: 3 clusters Score -3823060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3823066.750000 Penalty: 3341.447266
	Iteration 24Q: 3 clusters Score -3823067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3823072.250000 Penalty: 3341.447266
	Iteration 25Q: 3 clusters Score -3823072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3823071.750000 Penalty: 3341.447266
	Iteration 26Q: 3 clusters Score -3823072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3823079.500000 Penalty: 3341.447266
	Iteration 27Q: 3 clusters Score -3823080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3823081.000000 Penalty: 3341.447266
	Iteration 28Q: 3 clusters Score -3823081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3823088.750000 Penalty: 3341.447266
	Iteration 29Q: 3 clusters Score -3823089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3823091.750000 Penalty: 3341.447266
	Iteration 30Q: 3 clusters Score -3823092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3823088.750000 Penalty: 3341.447266
	Iteration 31Q: 3 clusters Score -3823089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3823085.250000 Penalty: 3341.447266
	Iteration 32Q: 3 clusters Score -3823085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3823086.500000 Penalty: 3341.447266
	Iteration 33Q: 3 clusters Score -3823086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3823092.000000 Penalty: 3341.447266
	Iteration 34Q: 3 clusters Score -3823092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3823093.000000 Penalty: 3341.447266
	Iteration 35Q: 3 clusters Score -3823093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3823092.000000 Penalty: 3341.447266
	Iteration 36Q: 3 clusters Score -3823092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3823093.000000 Penalty: 3341.447266
	Iteration 37Q: 3 clusters Score -3823093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3823098.750000 Penalty: 3341.447266
	Iteration 38Q: 3 clusters Score -3823099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3823101.500000 Penalty: 3341.447266
	Iteration 39Q: 3 clusters Score -3823102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3823106.000000 Penalty: 3341.447266
	Iteration 40F: 3 clusters Score -3823106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3823107.500000 Penalty: 3341.447266
	Iteration 41Q: 3 clusters Score -3823108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3823108.750000 Penalty: 3341.447266
	Iteration 42Q: 3 clusters Score -3823109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3823107.750000 Penalty: 3341.447266
	Iteration 43Q: 3 clusters Score -3823108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3823107.000000 Penalty: 3341.447266
	Iteration 44Q: 3 clusters Score -3823107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3823113.500000 Penalty: 3341.447266
	Iteration 45Q: 3 clusters Score -3823114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3823111.500000 Penalty: 3341.447266
	Iteration 46Q: 3 clusters Score -3823112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3823115.250000 Penalty: 3341.447266
	Iteration 47Q: 3 clusters Score -3823115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3823115.750000 Penalty: 3341.447266
	Iteration 48Q: 3 clusters Score -3823116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3823115.750000 Penalty: 3341.447266
	Iteration 49F: 3 clusters Score -3823116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -44472.070312 Penalty: 954.676270
	Iteration 0F: 2 clusters Score -44472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43529.238281 Penalty: 1909.352539
	Iteration 0F: 3 clusters Score -43529.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43642.085938 Penalty: 1909.352539
	Iteration 1F: 3 clusters Score -43642.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43676.328125 Penalty: 1909.352539
	Iteration 2Q: 3 clusters Score -43676.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43688.746094 Penalty: 1909.352539
	Iteration 3Q: 3 clusters Score -43688.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43691.429688 Penalty: 1909.352539
	Iteration 4Q: 3 clusters Score -43691.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43691.429688 Penalty: 1909.352539
	Iteration 5F: 3 clusters Score -43691.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -40559.335938 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -40559.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39613.144531 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -39613.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39786.265625 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -39786.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39887.484375 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -39887.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39979.320312 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -39979.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40021.273438 Penalty: 1972.989746
	Iteration 4F: 3 clusters Score -40021.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40073.960938 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -40073.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40112.867188 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -40112.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40147.128906 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -40147.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40166.824219 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -40166.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40172.437500 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -40172.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40183.144531 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -40183.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40198.218750 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -40198.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40200.191406 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -40200.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40201.097656 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -40201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40201.097656 Penalty: 1972.989746
	Iteration 14F: 3 clusters Score -40201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (63323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Entering Unmasked Estep 
Score: -8380359.000000 Penalty: 1796.600586
	Iteration 0F: 2 clusters Score -8380359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8339821.000000 Penalty: 3593.201172
	Iteration 0F: 3 clusters Score -8339821 nChanged 29919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8357159.500000 Penalty: 3593.201172
	Iteration 1F: 3 clusters Score -8357160 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8358196.000000 Penalty: 3593.201172
	Iteration 2Q: 3 clusters Score -8358196 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -8359795.500000 Penalty: 3593.201172
	Iteration 3Q: 3 clusters Score -8359796 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -8362118.000000 Penalty: 3593.201172
	Iteration 4F: 3 clusters Score -8362118 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8365518.000000 Penalty: 3593.201172
	Iteration 5F: 3 clusters Score -8365518 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -8369787.000000 Penalty: 3593.201172
	Iteration 6F: 3 clusters Score -8369787 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -8373952.500000 Penalty: 3593.201172
	Iteration 7F: 3 clusters Score -8373952 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -8376587.500000 Penalty: 3593.201172
	Iteration 8F: 3 clusters Score -8376588 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -8377835.500000 Penalty: 3593.201172
	Iteration 9Q: 3 clusters Score -8377836 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -8378381.500000 Penalty: 3593.201172
	Iteration 10Q: 3 clusters Score -8378382 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -8378582.500000 Penalty: 3593.201172
	Iteration 11Q: 3 clusters Score -8378582 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8378706.000000 Penalty: 3593.201172
	Iteration 12Q: 3 clusters Score -8378706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -8378763.500000 Penalty: 3593.201172
	Iteration 13Q: 3 clusters Score -8378764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -8378822.000000 Penalty: 3593.201172
	Iteration 14Q: 3 clusters Score -8378822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -8378848.500000 Penalty: 3593.201172
	Iteration 15Q: 3 clusters Score -8378848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8378866.500000 Penalty: 3593.201172
	Iteration 16Q: 3 clusters Score -8378866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -8378874.500000 Penalty: 3593.201172
	Iteration 17Q: 3 clusters Score -8378874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -8378865.000000 Penalty: 3593.201172
	Iteration 18Q: 3 clusters Score -8378865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8378870.000000 Penalty: 3593.201172
	Iteration 19Q: 3 clusters Score -8378870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -8378874.000000 Penalty: 3593.201172
	Iteration 20F: 3 clusters Score -8378874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -8378878.500000 Penalty: 3593.201172
	Iteration 21Q: 3 clusters Score -8378878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8378880.000000 Penalty: 3593.201172
	Iteration 22Q: 3 clusters Score -8378880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8378883.500000 Penalty: 3593.201172
	Iteration 23Q: 3 clusters Score -8378884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -8378886.500000 Penalty: 3593.201172
	Iteration 24Q: 3 clusters Score -8378886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -8378886.500000 Penalty: 3593.201172
	Iteration 25F: 3 clusters Score -8378886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (80401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Entering Unmasked Estep 
Score: -10749055.000000 Penalty: 1835.401978
	Iteration 0F: 2 clusters Score -1.074906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -10700019.000000 Penalty: 3670.803955
	Iteration 0F: 3 clusters Score -1.070002e+07 nChanged 38472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -10722594.000000 Penalty: 3670.803955
	Iteration 1F: 3 clusters Score -1.072259e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -10723533.000000 Penalty: 3670.803955
	Iteration 2Q: 3 clusters Score -1.072353e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -10724877.000000 Penalty: 3670.803955
	Iteration 3Q: 3 clusters Score -1.072488e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -10726765.000000 Penalty: 3670.803955
	Iteration 4Q: 3 clusters Score -1.072676e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -10729661.000000 Penalty: 3670.803955
	Iteration 5F: 3 clusters Score -1.072966e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -10733550.000000 Penalty: 3670.803955
	Iteration 6F: 3 clusters Score -1.073355e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -10738463.000000 Penalty: 3670.803955
	Iteration 7F: 3 clusters Score -1.073846e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -10743087.000000 Penalty: 3670.803955
	Iteration 8F: 3 clusters Score -1.074309e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -10745787.000000 Penalty: 3670.803955
	Iteration 9Q: 3 clusters Score -1.074579e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -10747164.000000 Penalty: 3670.803955
	Iteration 10Q: 3 clusters Score -1.074716e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -10747936.000000 Penalty: 3670.803955
	Iteration 11Q: 3 clusters Score -1.074794e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -10748557.000000 Penalty: 3670.803955
	Iteration 12Q: 3 clusters Score -1.074856e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -10749082.000000 Penalty: 3670.803955
	Iteration 13Q: 3 clusters Score -1.074908e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -10749547.000000 Penalty: 3670.803955
	Iteration 14Q: 3 clusters Score -1.074955e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -10749882.000000 Penalty: 3670.803955
	Iteration 15Q: 3 clusters Score -1.074988e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -10750074.000000 Penalty: 3670.803955
	Iteration 16Q: 3 clusters Score -1.075007e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -10750253.000000 Penalty: 3670.803955
	Iteration 17Q: 3 clusters Score -1.075025e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -10750422.000000 Penalty: 3670.803955
	Iteration 18Q: 3 clusters Score -1.075042e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -10750488.000000 Penalty: 3670.803955
	Iteration 19Q: 3 clusters Score -1.075049e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -10750537.000000 Penalty: 3670.803955
	Iteration 20F: 3 clusters Score -1.075054e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -10750589.000000 Penalty: 3670.803955
	Iteration 21Q: 3 clusters Score -1.075059e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -10750639.000000 Penalty: 3670.803955
	Iteration 22Q: 3 clusters Score -1.075064e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -10750687.000000 Penalty: 3670.803955
	Iteration 23Q: 3 clusters Score -1.075069e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -10750710.000000 Penalty: 3670.803955
	Iteration 24Q: 3 clusters Score -1.075071e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -10750743.000000 Penalty: 3670.803955
	Iteration 25Q: 3 clusters Score -1.075074e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -10750767.000000 Penalty: 3670.803955
	Iteration 26Q: 3 clusters Score -1.075077e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -10750783.000000 Penalty: 3670.803955
	Iteration 27Q: 3 clusters Score -1.075078e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -10750803.000000 Penalty: 3670.803955
	Iteration 28Q: 3 clusters Score -1.07508e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -10750784.000000 Penalty: 3670.803955
	Iteration 29Q: 3 clusters Score -1.075078e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -10750782.000000 Penalty: 3670.803955
	Iteration 30Q: 3 clusters Score -1.075078e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -10750778.000000 Penalty: 3670.803955
	Iteration 31Q: 3 clusters Score -1.075078e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -10750775.000000 Penalty: 3670.803955
	Iteration 32Q: 3 clusters Score -1.075078e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -10750763.000000 Penalty: 3670.803955
	Iteration 33Q: 3 clusters Score -1.075076e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -10750761.000000 Penalty: 3670.803955
	Iteration 34Q: 3 clusters Score -1.075076e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -10750760.000000 Penalty: 3670.803955
	Iteration 35Q: 3 clusters Score -1.075076e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -10750768.000000 Penalty: 3670.803955
	Iteration 36Q: 3 clusters Score -1.075077e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -10750760.000000 Penalty: 3670.803955
	Iteration 37Q: 3 clusters Score -1.075076e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -10750778.000000 Penalty: 3670.803955
	Iteration 38Q: 3 clusters Score -1.075078e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -10750767.000000 Penalty: 3670.803955
	Iteration 39Q: 3 clusters Score -1.075077e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -10750762.000000 Penalty: 3670.803955
	Iteration 40F: 3 clusters Score -1.075076e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -10750728.000000 Penalty: 3670.803955
	Iteration 41Q: 3 clusters Score -1.075073e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -10750723.000000 Penalty: 3670.803955
	Iteration 42Q: 3 clusters Score -1.075072e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -10750739.000000 Penalty: 3670.803955
	Iteration 43Q: 3 clusters Score -1.075074e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -10750701.000000 Penalty: 3670.803955
	Iteration 44Q: 3 clusters Score -1.07507e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -10750736.000000 Penalty: 3670.803955
	Iteration 45Q: 3 clusters Score -1.075074e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -10750798.000000 Penalty: 3670.803955
	Iteration 46Q: 3 clusters Score -1.07508e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -10750820.000000 Penalty: 3670.803955
	Iteration 47Q: 3 clusters Score -1.075082e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -10750829.000000 Penalty: 3670.803955
	Iteration 48Q: 3 clusters Score -1.075083e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -10750830.000000 Penalty: 3670.803955
	Iteration 49Q: 3 clusters Score -1.075083e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -10750848.000000 Penalty: 3670.803955
	Iteration 50Q: 3 clusters Score -1.075085e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -10750883.000000 Penalty: 3670.803955
	Iteration 51Q: 3 clusters Score -1.075088e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -10750911.000000 Penalty: 3670.803955
	Iteration 52Q: 3 clusters Score -1.075091e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -10750866.000000 Penalty: 3670.803955
	Iteration 53Q: 3 clusters Score -1.075087e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -10750896.000000 Penalty: 3670.803955
	Iteration 54Q: 3 clusters Score -1.07509e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -10750880.000000 Penalty: 3670.803955
	Iteration 55Q: 3 clusters Score -1.075088e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -10750861.000000 Penalty: 3670.803955
	Iteration 56Q: 3 clusters Score -1.075086e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -10750905.000000 Penalty: 3670.803955
	Iteration 57Q: 3 clusters Score -1.07509e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -10750875.000000 Penalty: 3670.803955
	Iteration 58Q: 3 clusters Score -1.075088e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -10750872.000000 Penalty: 3670.803955
	Iteration 59Q: 3 clusters Score -1.075087e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -10750880.000000 Penalty: 3670.803955
	Iteration 60F: 3 clusters Score -1.075088e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -10750850.000000 Penalty: 3670.803955
	Iteration 61Q: 3 clusters Score -1.075085e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -10750820.000000 Penalty: 3670.803955
	Iteration 62Q: 3 clusters Score -1.075082e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -10750889.000000 Penalty: 3670.803955
	Iteration 63Q: 3 clusters Score -1.075089e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -10750880.000000 Penalty: 3670.803955
	Iteration 64Q: 3 clusters Score -1.075088e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -10750863.000000 Penalty: 3670.803955
	Iteration 65Q: 3 clusters Score -1.075086e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -10750864.000000 Penalty: 3670.803955
	Iteration 66Q: 3 clusters Score -1.075086e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -10750844.000000 Penalty: 3670.803955
	Iteration 67Q: 3 clusters Score -1.075084e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -10750866.000000 Penalty: 3670.803955
	Iteration 68Q: 3 clusters Score -1.075087e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -10750864.000000 Penalty: 3670.803955
	Iteration 69Q: 3 clusters Score -1.075086e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -10750917.000000 Penalty: 3670.803955
	Iteration 70Q: 3 clusters Score -1.075092e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -10750913.000000 Penalty: 3670.803955
	Iteration 71Q: 3 clusters Score -1.075091e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -10750881.000000 Penalty: 3670.803955
	Iteration 72Q: 3 clusters Score -1.075088e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -10750876.000000 Penalty: 3670.803955
	Iteration 73Q: 3 clusters Score -1.075088e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -10750884.000000 Penalty: 3670.803955
	Iteration 74Q: 3 clusters Score -1.075088e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -10750881.000000 Penalty: 3670.803955
	Iteration 75Q: 3 clusters Score -1.075088e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -10750884.000000 Penalty: 3670.803955
	Iteration 76Q: 3 clusters Score -1.075088e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -10750864.000000 Penalty: 3670.803955
	Iteration 77Q: 3 clusters Score -1.075086e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -10750850.000000 Penalty: 3670.803955
	Iteration 78Q: 3 clusters Score -1.075085e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -10750861.000000 Penalty: 3670.803955
	Iteration 79Q: 3 clusters Score -1.075086e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -10750868.000000 Penalty: 3670.803955
	Iteration 80F: 3 clusters Score -1.075087e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -10750859.000000 Penalty: 3670.803955
	Iteration 81Q: 3 clusters Score -1.075086e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -10750854.000000 Penalty: 3670.803955
	Iteration 82Q: 3 clusters Score -1.075085e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10750856.000000 Penalty: 3670.803955
	Iteration 83Q: 3 clusters Score -1.075086e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -10750834.000000 Penalty: 3670.803955
	Iteration 84Q: 3 clusters Score -1.075083e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -10750817.000000 Penalty: 3670.803955
	Iteration 85Q: 3 clusters Score -1.075082e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -10750821.000000 Penalty: 3670.803955
	Iteration 86Q: 3 clusters Score -1.075082e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -10750790.000000 Penalty: 3670.803955
	Iteration 87Q: 3 clusters Score -1.075079e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -10750798.000000 Penalty: 3670.803955
	Iteration 88Q: 3 clusters Score -1.07508e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -10750779.000000 Penalty: 3670.803955
	Iteration 89Q: 3 clusters Score -1.075078e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -10750779.000000 Penalty: 3670.803955
	Iteration 90Q: 3 clusters Score -1.075078e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -10750747.000000 Penalty: 3670.803955
	Iteration 91Q: 3 clusters Score -1.075075e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -10750742.000000 Penalty: 3670.803955
	Iteration 92Q: 3 clusters Score -1.075074e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -10750752.000000 Penalty: 3670.803955
	Iteration 93Q: 3 clusters Score -1.075075e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -10750762.000000 Penalty: 3670.803955
	Iteration 94Q: 3 clusters Score -1.075076e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -10750791.000000 Penalty: 3670.803955
	Iteration 95Q: 3 clusters Score -1.075079e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -10750757.000000 Penalty: 3670.803955
	Iteration 96Q: 3 clusters Score -1.075076e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10750730.000000 Penalty: 3670.803955
	Iteration 97Q: 3 clusters Score -1.075073e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -10750732.000000 Penalty: 3670.803955
	Iteration 98Q: 3 clusters Score -1.075073e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -10750749.000000 Penalty: 3670.803955
	Iteration 99Q: 3 clusters Score -1.075075e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10750751.000000 Penalty: 3670.803955
	Iteration 100F: 3 clusters Score -1.075075e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -10750725.000000 Penalty: 3670.803955
	Iteration 101Q: 3 clusters Score -1.075072e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -10750727.000000 Penalty: 3670.803955
	Iteration 102Q: 3 clusters Score -1.075073e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -10750709.000000 Penalty: 3670.803955
	Iteration 103Q: 3 clusters Score -1.075071e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -10750685.000000 Penalty: 3670.803955
	Iteration 104Q: 3 clusters Score -1.075068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -10750686.000000 Penalty: 3670.803955
	Iteration 105Q: 3 clusters Score -1.075069e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -10750690.000000 Penalty: 3670.803955
	Iteration 106Q: 3 clusters Score -1.075069e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -10750679.000000 Penalty: 3670.803955
	Iteration 107Q: 3 clusters Score -1.075068e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -10750658.000000 Penalty: 3670.803955
	Iteration 108Q: 3 clusters Score -1.075066e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -10750689.000000 Penalty: 3670.803955
	Iteration 109Q: 3 clusters Score -1.075069e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -10750685.000000 Penalty: 3670.803955
	Iteration 110Q: 3 clusters Score -1.075068e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -10750680.000000 Penalty: 3670.803955
	Iteration 111Q: 3 clusters Score -1.075068e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -10750682.000000 Penalty: 3670.803955
	Iteration 112Q: 3 clusters Score -1.075068e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -10750711.000000 Penalty: 3670.803955
	Iteration 113Q: 3 clusters Score -1.075071e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -10750714.000000 Penalty: 3670.803955
	Iteration 114Q: 3 clusters Score -1.075071e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10750712.000000 Penalty: 3670.803955
	Iteration 115Q: 3 clusters Score -1.075071e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -10750741.000000 Penalty: 3670.803955
	Iteration 116Q: 3 clusters Score -1.075074e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -10750732.000000 Penalty: 3670.803955
	Iteration 117Q: 3 clusters Score -1.075073e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -10750718.000000 Penalty: 3670.803955
	Iteration 118Q: 3 clusters Score -1.075072e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -10750691.000000 Penalty: 3670.803955
	Iteration 119Q: 3 clusters Score -1.075069e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -10750699.000000 Penalty: 3670.803955
	Iteration 120F: 3 clusters Score -1.07507e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -10750723.000000 Penalty: 3670.803955
	Iteration 121Q: 3 clusters Score -1.075072e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -10750717.000000 Penalty: 3670.803955
	Iteration 122Q: 3 clusters Score -1.075072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -10750730.000000 Penalty: 3670.803955
	Iteration 123Q: 3 clusters Score -1.075073e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -10750738.000000 Penalty: 3670.803955
	Iteration 124Q: 3 clusters Score -1.075074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -10750733.000000 Penalty: 3670.803955
	Iteration 125Q: 3 clusters Score -1.075073e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -10750738.000000 Penalty: 3670.803955
	Iteration 126Q: 3 clusters Score -1.075074e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -10750744.000000 Penalty: 3670.803955
	Iteration 127Q: 3 clusters Score -1.075074e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -10750732.000000 Penalty: 3670.803955
	Iteration 128Q: 3 clusters Score -1.075073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -10750743.000000 Penalty: 3670.803955
	Iteration 129Q: 3 clusters Score -1.075074e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -10750746.000000 Penalty: 3670.803955
	Iteration 130Q: 3 clusters Score -1.075075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -10750746.000000 Penalty: 3670.803955
	Iteration 131Q: 3 clusters Score -1.075075e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -10750752.000000 Penalty: 3670.803955
	Iteration 132Q: 3 clusters Score -1.075075e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -10750735.000000 Penalty: 3670.803955
	Iteration 133Q: 3 clusters Score -1.075074e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -10750708.000000 Penalty: 3670.803955
	Iteration 134Q: 3 clusters Score -1.075071e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10750696.000000 Penalty: 3670.803955
	Iteration 135Q: 3 clusters Score -1.07507e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -10750707.000000 Penalty: 3670.803955
	Iteration 136Q: 3 clusters Score -1.075071e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -10750696.000000 Penalty: 3670.803955
	Iteration 137Q: 3 clusters Score -1.07507e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -10750713.000000 Penalty: 3670.803955
	Iteration 138Q: 3 clusters Score -1.075071e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -10750734.000000 Penalty: 3670.803955
	Iteration 139Q: 3 clusters Score -1.075073e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -10750753.000000 Penalty: 3670.803955
	Iteration 140F: 3 clusters Score -1.075075e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -10750747.000000 Penalty: 3670.803955
	Iteration 141Q: 3 clusters Score -1.075075e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -10750745.000000 Penalty: 3670.803955
	Iteration 142Q: 3 clusters Score -1.075074e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -10750745.000000 Penalty: 3670.803955
	Iteration 143Q: 3 clusters Score -1.075074e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -10750716.000000 Penalty: 3670.803955
	Iteration 144Q: 3 clusters Score -1.075072e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -10750716.000000 Penalty: 3670.803955
	Iteration 145Q: 3 clusters Score -1.075072e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -10750725.000000 Penalty: 3670.803955
	Iteration 146Q: 3 clusters Score -1.075072e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -10750718.000000 Penalty: 3670.803955
	Iteration 147Q: 3 clusters Score -1.075072e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -10750727.000000 Penalty: 3670.803955
	Iteration 148Q: 3 clusters Score -1.075073e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -10750738.000000 Penalty: 3670.803955
	Iteration 149Q: 3 clusters Score -1.075074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -10750731.000000 Penalty: 3670.803955
	Iteration 150Q: 3 clusters Score -1.075073e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -10750750.000000 Penalty: 3670.803955
	Iteration 151Q: 3 clusters Score -1.075075e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -10750752.000000 Penalty: 3670.803955
	Iteration 152Q: 3 clusters Score -1.075075e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -10750778.000000 Penalty: 3670.803955
	Iteration 153Q: 3 clusters Score -1.075078e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -10750771.000000 Penalty: 3670.803955
	Iteration 154Q: 3 clusters Score -1.075077e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -10750759.000000 Penalty: 3670.803955
	Iteration 155Q: 3 clusters Score -1.075076e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -10750772.000000 Penalty: 3670.803955
	Iteration 156Q: 3 clusters Score -1.075077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -10750759.000000 Penalty: 3670.803955
	Iteration 157Q: 3 clusters Score -1.075076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -10750769.000000 Penalty: 3670.803955
	Iteration 158Q: 3 clusters Score -1.075077e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -10750754.000000 Penalty: 3670.803955
	Iteration 159Q: 3 clusters Score -1.075075e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -10750770.000000 Penalty: 3670.803955
	Iteration 160F: 3 clusters Score -1.075077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -10750771.000000 Penalty: 3670.803955
	Iteration 161Q: 3 clusters Score -1.075077e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10750776.000000 Penalty: 3670.803955
	Iteration 162Q: 3 clusters Score -1.075078e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -10750791.000000 Penalty: 3670.803955
	Iteration 163Q: 3 clusters Score -1.075079e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -10750803.000000 Penalty: 3670.803955
	Iteration 164Q: 3 clusters Score -1.07508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -10750798.000000 Penalty: 3670.803955
	Iteration 165Q: 3 clusters Score -1.07508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -10750800.000000 Penalty: 3670.803955
	Iteration 166Q: 3 clusters Score -1.07508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -10750796.000000 Penalty: 3670.803955
	Iteration 167Q: 3 clusters Score -1.07508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -10750794.000000 Penalty: 3670.803955
	Iteration 168Q: 3 clusters Score -1.075079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -10750771.000000 Penalty: 3670.803955
	Iteration 169Q: 3 clusters Score -1.075077e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -10750786.000000 Penalty: 3670.803955
	Iteration 170Q: 3 clusters Score -1.075079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -10750788.000000 Penalty: 3670.803955
	Iteration 171Q: 3 clusters Score -1.075079e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -10750775.000000 Penalty: 3670.803955
	Iteration 172Q: 3 clusters Score -1.075078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -10750752.000000 Penalty: 3670.803955
	Iteration 173Q: 3 clusters Score -1.075075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -10750754.000000 Penalty: 3670.803955
	Iteration 174Q: 3 clusters Score -1.075075e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -10750751.000000 Penalty: 3670.803955
	Iteration 175Q: 3 clusters Score -1.075075e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -10750759.000000 Penalty: 3670.803955
	Iteration 176Q: 3 clusters Score -1.075076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -10750743.000000 Penalty: 3670.803955
	Iteration 177Q: 3 clusters Score -1.075074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -10750726.000000 Penalty: 3670.803955
	Iteration 178Q: 3 clusters Score -1.075073e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -10750734.000000 Penalty: 3670.803955
	Iteration 179Q: 3 clusters Score -1.075073e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -10750732.000000 Penalty: 3670.803955
	Iteration 180F: 3 clusters Score -1.075073e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -10750722.000000 Penalty: 3670.803955
	Iteration 181Q: 3 clusters Score -1.075072e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -10750716.000000 Penalty: 3670.803955
	Iteration 182Q: 3 clusters Score -1.075072e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -10750718.000000 Penalty: 3670.803955
	Iteration 183Q: 3 clusters Score -1.075072e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10750727.000000 Penalty: 3670.803955
	Iteration 184Q: 3 clusters Score -1.075073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -10750717.000000 Penalty: 3670.803955
	Iteration 185Q: 3 clusters Score -1.075072e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -10750731.000000 Penalty: 3670.803955
	Iteration 186Q: 3 clusters Score -1.075073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -10750747.000000 Penalty: 3670.803955
	Iteration 187Q: 3 clusters Score -1.075075e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -10750744.000000 Penalty: 3670.803955
	Iteration 188Q: 3 clusters Score -1.075074e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -10750751.000000 Penalty: 3670.803955
	Iteration 189Q: 3 clusters Score -1.075075e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -10750740.000000 Penalty: 3670.803955
	Iteration 190Q: 3 clusters Score -1.075074e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -10750714.000000 Penalty: 3670.803955
	Iteration 191Q: 3 clusters Score -1.075071e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -10750695.000000 Penalty: 3670.803955
	Iteration 192Q: 3 clusters Score -1.07507e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -10750704.000000 Penalty: 3670.803955
	Iteration 193Q: 3 clusters Score -1.07507e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -10750690.000000 Penalty: 3670.803955
	Iteration 194Q: 3 clusters Score -1.075069e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -10750675.000000 Penalty: 3670.803955
	Iteration 195Q: 3 clusters Score -1.075068e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -10750688.000000 Penalty: 3670.803955
	Iteration 196Q: 3 clusters Score -1.075069e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -10750649.000000 Penalty: 3670.803955
	Iteration 197Q: 3 clusters Score -1.075065e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -10750655.000000 Penalty: 3670.803955
	Iteration 198Q: 3 clusters Score -1.075066e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -10750659.000000 Penalty: 3670.803955
	Iteration 199Q: 3 clusters Score -1.075066e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -10750681.000000 Penalty: 3670.803955
	Iteration 200F: 3 clusters Score -1.075068e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -10750691.000000 Penalty: 3670.803955
	Iteration 201Q: 3 clusters Score -1.075069e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -10750670.000000 Penalty: 3670.803955
	Iteration 202Q: 3 clusters Score -1.075067e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -10750649.000000 Penalty: 3670.803955
	Iteration 203Q: 3 clusters Score -1.075065e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -10750592.000000 Penalty: 3670.803955
	Iteration 204Q: 3 clusters Score -1.075059e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -10750580.000000 Penalty: 3670.803955
	Iteration 205Q: 3 clusters Score -1.075058e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -10750570.000000 Penalty: 3670.803955
	Iteration 206Q: 3 clusters Score -1.075057e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -10750559.000000 Penalty: 3670.803955
	Iteration 207Q: 3 clusters Score -1.075056e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -10750561.000000 Penalty: 3670.803955
	Iteration 208Q: 3 clusters Score -1.075056e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -10750522.000000 Penalty: 3670.803955
	Iteration 209Q: 3 clusters Score -1.075052e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -10750490.000000 Penalty: 3670.803955
	Iteration 210Q: 3 clusters Score -1.075049e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -10750469.000000 Penalty: 3670.803955
	Iteration 211Q: 3 clusters Score -1.075047e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10750469.000000 Penalty: 3670.803955
	Iteration 212Q: 3 clusters Score -1.075047e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -10750469.000000 Penalty: 3670.803955
	Iteration 213Q: 3 clusters Score -1.075047e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -10750461.000000 Penalty: 3670.803955
	Iteration 214Q: 3 clusters Score -1.075046e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -10750485.000000 Penalty: 3670.803955
	Iteration 215Q: 3 clusters Score -1.075048e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -10750494.000000 Penalty: 3670.803955
	Iteration 216Q: 3 clusters Score -1.075049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -10750507.000000 Penalty: 3670.803955
	Iteration 217Q: 3 clusters Score -1.075051e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -10750487.000000 Penalty: 3670.803955
	Iteration 218Q: 3 clusters Score -1.075049e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -10750500.000000 Penalty: 3670.803955
	Iteration 219Q: 3 clusters Score -1.07505e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -10750505.000000 Penalty: 3670.803955
	Iteration 220F: 3 clusters Score -1.07505e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -10750522.000000 Penalty: 3670.803955
	Iteration 221Q: 3 clusters Score -1.075052e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -10750492.000000 Penalty: 3670.803955
	Iteration 222Q: 3 clusters Score -1.075049e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -10750508.000000 Penalty: 3670.803955
	Iteration 223Q: 3 clusters Score -1.075051e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -10750530.000000 Penalty: 3670.803955
	Iteration 224Q: 3 clusters Score -1.075053e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -10750494.000000 Penalty: 3670.803955
	Iteration 225Q: 3 clusters Score -1.075049e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -10750488.000000 Penalty: 3670.803955
	Iteration 226Q: 3 clusters Score -1.075049e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -10750447.000000 Penalty: 3670.803955
	Iteration 227Q: 3 clusters Score -1.075045e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -10750424.000000 Penalty: 3670.803955
	Iteration 228Q: 3 clusters Score -1.075042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -10750400.000000 Penalty: 3670.803955
	Iteration 229Q: 3 clusters Score -1.07504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -10750407.000000 Penalty: 3670.803955
	Iteration 230Q: 3 clusters Score -1.075041e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -10750383.000000 Penalty: 3670.803955
	Iteration 231Q: 3 clusters Score -1.075038e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -10750367.000000 Penalty: 3670.803955
	Iteration 232Q: 3 clusters Score -1.075037e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -10750350.000000 Penalty: 3670.803955
	Iteration 233Q: 3 clusters Score -1.075035e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -10750342.000000 Penalty: 3670.803955
	Iteration 234Q: 3 clusters Score -1.075034e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -10750369.000000 Penalty: 3670.803955
	Iteration 235Q: 3 clusters Score -1.075037e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -10750371.000000 Penalty: 3670.803955
	Iteration 236Q: 3 clusters Score -1.075037e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -10750382.000000 Penalty: 3670.803955
	Iteration 237Q: 3 clusters Score -1.075038e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -10750403.000000 Penalty: 3670.803955
	Iteration 238Q: 3 clusters Score -1.07504e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -10750392.000000 Penalty: 3670.803955
	Iteration 239Q: 3 clusters Score -1.075039e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -10750353.000000 Penalty: 3670.803955
	Iteration 240F: 3 clusters Score -1.075035e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -10750331.000000 Penalty: 3670.803955
	Iteration 241Q: 3 clusters Score -1.075033e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -10750359.000000 Penalty: 3670.803955
	Iteration 242Q: 3 clusters Score -1.075036e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -10750326.000000 Penalty: 3670.803955
	Iteration 243Q: 3 clusters Score -1.075033e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -10750290.000000 Penalty: 3670.803955
	Iteration 244Q: 3 clusters Score -1.075029e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -10750321.000000 Penalty: 3670.803955
	Iteration 245Q: 3 clusters Score -1.075032e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -10750314.000000 Penalty: 3670.803955
	Iteration 246Q: 3 clusters Score -1.075031e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -10750291.000000 Penalty: 3670.803955
	Iteration 247Q: 3 clusters Score -1.075029e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -10750271.000000 Penalty: 3670.803955
	Iteration 248Q: 3 clusters Score -1.075027e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -10750282.000000 Penalty: 3670.803955
	Iteration 249Q: 3 clusters Score -1.075028e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -10750259.000000 Penalty: 3670.803955
	Iteration 250Q: 3 clusters Score -1.075026e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -10750259.000000 Penalty: 3670.803955
	Iteration 251Q: 3 clusters Score -1.075026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -10750221.000000 Penalty: 3670.803955
	Iteration 252Q: 3 clusters Score -1.075022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -10750220.000000 Penalty: 3670.803955
	Iteration 253Q: 3 clusters Score -1.075022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -10750216.000000 Penalty: 3670.803955
	Iteration 254Q: 3 clusters Score -1.075022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -10750204.000000 Penalty: 3670.803955
	Iteration 255Q: 3 clusters Score -1.07502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -10750194.000000 Penalty: 3670.803955
	Iteration 256Q: 3 clusters Score -1.075019e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -10750207.000000 Penalty: 3670.803955
	Iteration 257Q: 3 clusters Score -1.075021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -10750198.000000 Penalty: 3670.803955
	Iteration 258Q: 3 clusters Score -1.07502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -10750171.000000 Penalty: 3670.803955
	Iteration 259Q: 3 clusters Score -1.075017e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -10750168.000000 Penalty: 3670.803955
	Iteration 260F: 3 clusters Score -1.075017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -10750161.000000 Penalty: 3670.803955
	Iteration 261Q: 3 clusters Score -1.075016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -10750171.000000 Penalty: 3670.803955
	Iteration 262Q: 3 clusters Score -1.075017e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -10750168.000000 Penalty: 3670.803955
	Iteration 263Q: 3 clusters Score -1.075017e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -10750160.000000 Penalty: 3670.803955
	Iteration 264Q: 3 clusters Score -1.075016e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -10750164.000000 Penalty: 3670.803955
	Iteration 265Q: 3 clusters Score -1.075016e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -10750163.000000 Penalty: 3670.803955
	Iteration 266Q: 3 clusters Score -1.075016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -10750154.000000 Penalty: 3670.803955
	Iteration 267Q: 3 clusters Score -1.075015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -10750162.000000 Penalty: 3670.803955
	Iteration 268Q: 3 clusters Score -1.075016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -10750151.000000 Penalty: 3670.803955
	Iteration 269Q: 3 clusters Score -1.075015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -10750153.000000 Penalty: 3670.803955
	Iteration 270Q: 3 clusters Score -1.075015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -10750133.000000 Penalty: 3670.803955
	Iteration 271Q: 3 clusters Score -1.075013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -10750133.000000 Penalty: 3670.803955
	Iteration 272Q: 3 clusters Score -1.075013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -10750139.000000 Penalty: 3670.803955
	Iteration 273Q: 3 clusters Score -1.075014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -10750132.000000 Penalty: 3670.803955
	Iteration 274Q: 3 clusters Score -1.075013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -10750129.000000 Penalty: 3670.803955
	Iteration 275Q: 3 clusters Score -1.075013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -10750132.000000 Penalty: 3670.803955
	Iteration 276Q: 3 clusters Score -1.075013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -10750133.000000 Penalty: 3670.803955
	Iteration 277Q: 3 clusters Score -1.075013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -10750132.000000 Penalty: 3670.803955
	Iteration 278Q: 3 clusters Score -1.075013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -10750145.000000 Penalty: 3670.803955
	Iteration 279Q: 3 clusters Score -1.075014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -10750140.000000 Penalty: 3670.803955
	Iteration 280F: 3 clusters Score -1.075014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -10750147.000000 Penalty: 3670.803955
	Iteration 281Q: 3 clusters Score -1.075015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -10750148.000000 Penalty: 3670.803955
	Iteration 282Q: 3 clusters Score -1.075015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -10750168.000000 Penalty: 3670.803955
	Iteration 283Q: 3 clusters Score -1.075017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -10750166.000000 Penalty: 3670.803955
	Iteration 284Q: 3 clusters Score -1.075017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -10750164.000000 Penalty: 3670.803955
	Iteration 285Q: 3 clusters Score -1.075016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -10750161.000000 Penalty: 3670.803955
	Iteration 286Q: 3 clusters Score -1.075016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -10750163.000000 Penalty: 3670.803955
	Iteration 287Q: 3 clusters Score -1.075016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -10750160.000000 Penalty: 3670.803955
	Iteration 288Q: 3 clusters Score -1.075016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -10750162.000000 Penalty: 3670.803955
	Iteration 289Q: 3 clusters Score -1.075016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -10750158.000000 Penalty: 3670.803955
	Iteration 290Q: 3 clusters Score -1.075016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -10750161.000000 Penalty: 3670.803955
	Iteration 291Q: 3 clusters Score -1.075016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -10750155.000000 Penalty: 3670.803955
	Iteration 292Q: 3 clusters Score -1.075016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -10750155.000000 Penalty: 3670.803955
	Iteration 293Q: 3 clusters Score -1.075016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -10750159.000000 Penalty: 3670.803955
	Iteration 294Q: 3 clusters Score -1.075016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10750157.000000 Penalty: 3670.803955
	Iteration 295Q: 3 clusters Score -1.075016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -10750151.000000 Penalty: 3670.803955
	Iteration 296Q: 3 clusters Score -1.075015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -10750142.000000 Penalty: 3670.803955
	Iteration 297Q: 3 clusters Score -1.075014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -10750154.000000 Penalty: 3670.803955
	Iteration 298Q: 3 clusters Score -1.075015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -10750157.000000 Penalty: 3670.803955
	Iteration 299Q: 3 clusters Score -1.075016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -10750157.000000 Penalty: 3670.803955
	Iteration 300F: 3 clusters Score -1.075016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 18091 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 40 contains 63139 members 
Mstep: Class 41 contains 15156 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 65245 members 
Entering Unmasked Estep 
Score: -85993144.000000 Penalty: 111074.656250
Splitting cluster 41 changes total score from -85991632.000000 to -85993144.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13978.808594 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13978.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14098.004883 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14176.179688 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -14176.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14211.552734 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14211.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14236.866211 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14236.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14252.929688 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14252.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14258.579102 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14258.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14258.579102 Penalty: 1754.402954
	Iteration 7F: 3 clusters Score -14258.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48876.316406 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48876.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49017.148438 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49017.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49065.531250 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49065.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49090.437500 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49090.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49103.921875 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49103.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49112.175781 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49112.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49112.476562 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49112.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49112.476562 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -49112.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69017.421875 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -69017.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69126.078125 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69126.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69175.578125 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69175.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69191.968750 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69191.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69200.367188 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69200.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69205.156250 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69205.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69208.851562 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69208.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69209.335938 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69209.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69209.335938 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -69209.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48394.671875 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -48394.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47394.562500 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -47394.56 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47582.488281 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -47582.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47647.453125 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -47647.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47680.804688 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -47680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47708.457031 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -47708.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47742.964844 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -47742.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47773.593750 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -47773.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47806.000000 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -47806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47848.472656 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -47848.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47896.085938 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -47896.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47943.562500 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -47943.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -48015.324219 Penalty: 1966.928955
	Iteration 11Q: 3 clusters Score -48015.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48073.578125 Penalty: 1966.928955
	Iteration 12Q: 3 clusters Score -48073.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48092.894531 Penalty: 1966.928955
	Iteration 13Q: 3 clusters Score -48092.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48127.328125 Penalty: 1966.928955
	Iteration 14Q: 3 clusters Score -48127.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48168.070312 Penalty: 1966.928955
	Iteration 15Q: 3 clusters Score -48168.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48193.753906 Penalty: 1966.928955
	Iteration 16Q: 3 clusters Score -48193.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -48210.394531 Penalty: 1966.928955
	Iteration 17Q: 3 clusters Score -48210.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48219.343750 Penalty: 1966.928955
	Iteration 18Q: 3 clusters Score -48219.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48219.343750 Penalty: 1966.928955
	Iteration 19F: 3 clusters Score -48219.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Entering Unmasked Estep 
Score: -2923055.000000 Penalty: 1623.871338
	Iteration 0F: 2 clusters Score -2923055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2908333.750000 Penalty: 3247.742676
	Iteration 0F: 3 clusters Score -2908334 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2913539.250000 Penalty: 3247.742676
	Iteration 1F: 3 clusters Score -2913539 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2913911.250000 Penalty: 3247.742676
	Iteration 2Q: 3 clusters Score -2913911 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2914263.500000 Penalty: 3247.742676
	Iteration 3Q: 3 clusters Score -2914264 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2914665.750000 Penalty: 3247.742676
	Iteration 4Q: 3 clusters Score -2914666 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2915195.000000 Penalty: 3247.742676
	Iteration 5Q: 3 clusters Score -2915195 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2915837.000000 Penalty: 3247.742676
	Iteration 6F: 3 clusters Score -2915837 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2916681.750000 Penalty: 3247.742676
	Iteration 7F: 3 clusters Score -2916682 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2917766.750000 Penalty: 3247.742676
	Iteration 8F: 3 clusters Score -2917767 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2918898.500000 Penalty: 3247.742676
	Iteration 9F: 3 clusters Score -2918898 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2919836.250000 Penalty: 3247.742676
	Iteration 10F: 3 clusters Score -2919836 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2920517.000000 Penalty: 3247.742676
	Iteration 11Q: 3 clusters Score -2920517 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2920989.750000 Penalty: 3247.742676
	Iteration 12Q: 3 clusters Score -2920990 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2921254.000000 Penalty: 3247.742676
	Iteration 13Q: 3 clusters Score -2921254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2921394.000000 Penalty: 3247.742676
	Iteration 14Q: 3 clusters Score -2921394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2921483.500000 Penalty: 3247.742676
	Iteration 15Q: 3 clusters Score -2921484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2921545.750000 Penalty: 3247.742676
	Iteration 16Q: 3 clusters Score -2921546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2921577.500000 Penalty: 3247.742676
	Iteration 17Q: 3 clusters Score -2921578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2921595.750000 Penalty: 3247.742676
	Iteration 18Q: 3 clusters Score -2921596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2921606.250000 Penalty: 3247.742676
	Iteration 19Q: 3 clusters Score -2921606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2921613.500000 Penalty: 3247.742676
	Iteration 20F: 3 clusters Score -2921614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2921614.000000 Penalty: 3247.742676
	Iteration 21Q: 3 clusters Score -2921614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2921617.250000 Penalty: 3247.742676
	Iteration 22Q: 3 clusters Score -2921617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2921617.500000 Penalty: 3247.742676
	Iteration 23Q: 3 clusters Score -2921618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2921623.500000 Penalty: 3247.742676
	Iteration 24Q: 3 clusters Score -2921624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2921623.500000 Penalty: 3247.742676
	Iteration 25Q: 3 clusters Score -2921624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2921626.250000 Penalty: 3247.742676
	Iteration 26Q: 3 clusters Score -2921626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2921626.500000 Penalty: 3247.742676
	Iteration 27Q: 3 clusters Score -2921626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2921625.750000 Penalty: 3247.742676
	Iteration 28Q: 3 clusters Score -2921626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2921627.500000 Penalty: 3247.742676
	Iteration 29Q: 3 clusters Score -2921628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2921626.000000 Penalty: 3247.742676
	Iteration 30Q: 3 clusters Score -2921626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2921626.000000 Penalty: 3247.742676
	Iteration 31Q: 3 clusters Score -2921626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2921626.000000 Penalty: 3247.742676
	Iteration 32F: 3 clusters Score -2921626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -51460.695312 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -51460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50521.171875 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -50521.17 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50796.675781 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -50796.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50871.816406 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -50871.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50890.691406 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -50890.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50907.929688 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -50907.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50913.472656 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -50913.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50921.621094 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -50921.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50929.953125 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -50929.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50949.597656 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -50949.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50966.761719 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -50966.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50976.128906 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -50976.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50983.718750 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -50983.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50995.562500 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -50995.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50995.562500 Penalty: 1995.462402
	Iteration 13F: 3 clusters Score -50995.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19198.474609 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19198.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19430.433594 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19430.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19572.642578 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19572.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19644.064453 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19644.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19649.357422 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19649.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19652.847656 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19652.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19656.216797 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -19656.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19656.216797 Penalty: 1800.910645
	Iteration 7F: 3 clusters Score -19656.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -161040.812500 Penalty: 1134.262329
	Iteration 0F: 2 clusters Score -161040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159598.078125 Penalty: 2268.524658
	Iteration 0F: 3 clusters Score -159598.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159983.734375 Penalty: 2268.524658
	Iteration 1F: 3 clusters Score -159983.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160081.796875 Penalty: 2268.524658
	Iteration 2F: 3 clusters Score -160081.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -160130.468750 Penalty: 2268.524658
	Iteration 3Q: 3 clusters Score -160130.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -160169.375000 Penalty: 2268.524658
	Iteration 4Q: 3 clusters Score -160169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160201.046875 Penalty: 2268.524658
	Iteration 5Q: 3 clusters Score -160201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160222.468750 Penalty: 2268.524658
	Iteration 6Q: 3 clusters Score -160222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -160234.843750 Penalty: 2268.524658
	Iteration 7Q: 3 clusters Score -160234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160244.187500 Penalty: 2268.524658
	Iteration 8Q: 3 clusters Score -160244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -160254.625000 Penalty: 2268.524658
	Iteration 9Q: 3 clusters Score -160254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -160259.218750 Penalty: 2268.524658
	Iteration 10Q: 3 clusters Score -160259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -160263.515625 Penalty: 2268.524658
	Iteration 11Q: 3 clusters Score -160263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -160270.593750 Penalty: 2268.524658
	Iteration 12Q: 3 clusters Score -160270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -160276.640625 Penalty: 2268.524658
	Iteration 13Q: 3 clusters Score -160276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -160280.312500 Penalty: 2268.524658
	Iteration 14Q: 3 clusters Score -160280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -160286.546875 Penalty: 2268.524658
	Iteration 15Q: 3 clusters Score -160286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -160290.718750 Penalty: 2268.524658
	Iteration 16Q: 3 clusters Score -160290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -160291.468750 Penalty: 2268.524658
	Iteration 17Q: 3 clusters Score -160291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -160291.468750 Penalty: 2268.524658
	Iteration 18F: 3 clusters Score -160291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -209543.546875 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209543.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -209827.437500 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209827.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -209896.734375 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209896.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209940.671875 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -209940.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209964.312500 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -209964.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209982.531250 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -209982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -209997.328125 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -209997.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210006.453125 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210010.062500 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -210011.359375 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -210011.359375 Penalty: 2333.275146
	Iteration 10F: 3 clusters Score -210011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59013 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 57184 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 18091 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63323 members 
Mstep: Class 41 contains 15156 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21874 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85994544.000000 Penalty: 111074.656250
Iteration 359Q: 52 clusters Score -8.599454e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29595 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22936 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41580 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 18750 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58975 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18789 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 45338 members 
Mstep: Class 28 contains 57526 members 
Mstep: Class 29 contains 21278 members 
Mstep: Class 30 contains 19187 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29310 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63440 members 
Mstep: Class 40 contains 61736 members 
Mstep: Class 41 contains 15305 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21948 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 64022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85995864.000000 Penalty: 111074.656250
Iteration 360F: 52 clusters Score -8.599586e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29624 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 22813 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41657 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59051 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18755 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44951 members 
Mstep: Class 28 contains 57408 members 
Mstep: Class 29 contains 21252 members 
Mstep: Class 30 contains 19573 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29268 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63371 members 
Mstep: Class 40 contains 62089 members 
Mstep: Class 41 contains 15211 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 21979 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 64057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996320.000000 Penalty: 111074.656250
Iteration 361Q: 52 clusters Score -8.599632e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29653 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41740 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18586 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59172 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18741 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44593 members 
Mstep: Class 28 contains 57331 members 
Mstep: Class 29 contains 21235 members 
Mstep: Class 30 contains 19860 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29227 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63327 members 
Mstep: Class 40 contains 62312 members 
Mstep: Class 41 contains 15098 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22037 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 64039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85996608.000000 Penalty: 111074.656250
Iteration 362Q: 52 clusters Score -8.599661e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29674 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22730 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41796 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59308 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44303 members 
Mstep: Class 28 contains 57218 members 
Mstep: Class 29 contains 21206 members 
Mstep: Class 30 contains 20210 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2408 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29201 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63274 members 
Mstep: Class 40 contains 62536 members 
Mstep: Class 41 contains 14966 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22099 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997040.000000 Penalty: 111074.656250
Iteration 363Q: 52 clusters Score -8.599704e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29683 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41854 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18502 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59457 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18725 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 44042 members 
Mstep: Class 28 contains 57146 members 
Mstep: Class 29 contains 21180 members 
Mstep: Class 30 contains 20546 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63227 members 
Mstep: Class 40 contains 62726 members 
Mstep: Class 41 contains 14836 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22167 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997624.000000 Penalty: 111074.656250
Iteration 364Q: 52 clusters Score -8.599762e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29691 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22688 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41902 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59577 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43839 members 
Mstep: Class 28 contains 57049 members 
Mstep: Class 29 contains 21148 members 
Mstep: Class 30 contains 20848 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29137 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63185 members 
Mstep: Class 40 contains 62915 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22221 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997760.000000 Penalty: 111074.656250
Iteration 365Q: 52 clusters Score -8.599776e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29688 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22657 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41944 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59725 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18726 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43663 members 
Mstep: Class 28 contains 56915 members 
Mstep: Class 29 contains 21109 members 
Mstep: Class 30 contains 21149 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29117 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63159 members 
Mstep: Class 40 contains 63160 members 
Mstep: Class 41 contains 14594 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22271 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997584.000000 Penalty: 111074.656250
Iteration 366Q: 52 clusters Score -8.599758e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29707 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22651 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 41996 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18446 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 59919 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43509 members 
Mstep: Class 28 contains 56712 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 21422 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29107 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63130 members 
Mstep: Class 40 contains 63379 members 
Mstep: Class 41 contains 14456 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22321 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997832.000000 Penalty: 111074.656250
Iteration 367Q: 52 clusters Score -8.599783e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29734 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22647 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42026 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18433 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 60134 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18699 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43368 members 
Mstep: Class 28 contains 56531 members 
Mstep: Class 29 contains 21002 members 
Mstep: Class 30 contains 21683 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29103 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63103 members 
Mstep: Class 40 contains 63572 members 
Mstep: Class 41 contains 14307 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22363 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 63083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85997992.000000 Penalty: 111074.656250
Iteration 368Q: 52 clusters Score -8.599799e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29748 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22646 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42041 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18420 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 60368 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43249 members 
Mstep: Class 28 contains 56337 members 
Mstep: Class 29 contains 20914 members 
Mstep: Class 30 contains 21911 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29105 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63077 members 
Mstep: Class 40 contains 63792 members 
Mstep: Class 41 contains 14130 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22372 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998000.000000 Penalty: 111074.656250
Iteration 369Q: 52 clusters Score -8.5998e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29740 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42079 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 60598 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18700 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43133 members 
Mstep: Class 28 contains 56141 members 
Mstep: Class 29 contains 20814 members 
Mstep: Class 30 contains 22142 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29100 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63057 members 
Mstep: Class 40 contains 64019 members 
Mstep: Class 41 contains 13977 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22394 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998376.000000 Penalty: 111074.656250
Iteration 370Q: 52 clusters Score -8.599838e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29718 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22638 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42106 members 
Mstep: Class 10 contains 8419 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18372 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 60857 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 43014 members 
Mstep: Class 28 contains 55871 members 
Mstep: Class 29 contains 20685 members 
Mstep: Class 30 contains 22422 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29091 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 63030 members 
Mstep: Class 40 contains 64284 members 
Mstep: Class 41 contains 13793 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22456 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998488.000000 Penalty: 111074.656250
Iteration 371Q: 52 clusters Score -8.599849e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29716 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22642 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42121 members 
Mstep: Class 10 contains 8406 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 61134 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42893 members 
Mstep: Class 28 contains 55638 members 
Mstep: Class 29 contains 20530 members 
Mstep: Class 30 contains 22693 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29091 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62990 members 
Mstep: Class 40 contains 64526 members 
Mstep: Class 41 contains 13629 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22522 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998432.000000 Penalty: 111074.656250
Iteration 372Q: 52 clusters Score -8.599843e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29709 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22638 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42152 members 
Mstep: Class 10 contains 8400 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 61394 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18712 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42776 members 
Mstep: Class 28 contains 55431 members 
Mstep: Class 29 contains 20370 members 
Mstep: Class 30 contains 22982 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29089 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62966 members 
Mstep: Class 40 contains 64721 members 
Mstep: Class 41 contains 13505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22576 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998680.000000 Penalty: 111074.656250
Iteration 373Q: 52 clusters Score -8.599868e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29700 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22632 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42183 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18285 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 61637 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42685 members 
Mstep: Class 28 contains 55237 members 
Mstep: Class 29 contains 20207 members 
Mstep: Class 30 contains 23251 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62951 members 
Mstep: Class 40 contains 64918 members 
Mstep: Class 41 contains 13362 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22631 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998792.000000 Penalty: 111074.656250
Iteration 374Q: 52 clusters Score -8.599879e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29701 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42228 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18251 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 61901 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18712 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42594 members 
Mstep: Class 28 contains 55051 members 
Mstep: Class 29 contains 20033 members 
Mstep: Class 30 contains 23572 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29077 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62923 members 
Mstep: Class 40 contains 65055 members 
Mstep: Class 41 contains 13210 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 22675 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999008.000000 Penalty: 111074.656250
Iteration 375Q: 52 clusters Score -8.599901e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29700 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42266 members 
Mstep: Class 10 contains 8353 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 62195 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18705 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42513 members 
Mstep: Class 28 contains 54782 members 
Mstep: Class 29 contains 19823 members 
Mstep: Class 30 contains 23894 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29069 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62904 members 
Mstep: Class 40 contains 65196 members 
Mstep: Class 41 contains 13073 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 22749 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999056.000000 Penalty: 111074.656250
Iteration 376Q: 52 clusters Score -8.599906e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29713 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22610 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 62493 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42406 members 
Mstep: Class 28 contains 54528 members 
Mstep: Class 29 contains 19604 members 
Mstep: Class 30 contains 24188 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29071 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62888 members 
Mstep: Class 40 contains 65352 members 
Mstep: Class 41 contains 12957 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 22823 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 62062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998952.000000 Penalty: 111074.656250
Iteration 377Q: 52 clusters Score -8.599895e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29718 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42362 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18170 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 62788 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18702 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42296 members 
Mstep: Class 28 contains 54222 members 
Mstep: Class 29 contains 19369 members 
Mstep: Class 30 contains 24514 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29078 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62871 members 
Mstep: Class 40 contains 65511 members 
Mstep: Class 41 contains 12853 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 22911 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998784.000000 Penalty: 111074.656250
Iteration 378Q: 52 clusters Score -8.599878e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29721 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42385 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18134 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 63083 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11558 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18702 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42207 members 
Mstep: Class 28 contains 53934 members 
Mstep: Class 29 contains 19133 members 
Mstep: Class 30 contains 24860 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29089 members 
Mstep: Class 37 contains 345 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62859 members 
Mstep: Class 40 contains 65643 members 
Mstep: Class 41 contains 12749 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 22998 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998880.000000 Penalty: 111074.656250
Iteration 379Q: 52 clusters Score -8.599888e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29698 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22601 members 
Mstep: Class 6 contains 802 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42409 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 63386 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42135 members 
Mstep: Class 28 contains 53659 members 
Mstep: Class 29 contains 18887 members 
Mstep: Class 30 contains 25213 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29098 members 
Mstep: Class 37 contains 342 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62851 members 
Mstep: Class 40 contains 65783 members 
Mstep: Class 41 contains 12624 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 23080 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998952.000000 Penalty: 111074.656250
Iteration 380F: 52 clusters Score -8.599895e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29681 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42427 members 
Mstep: Class 10 contains 8289 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18069 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 63693 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42075 members 
Mstep: Class 28 contains 53374 members 
Mstep: Class 29 contains 18637 members 
Mstep: Class 30 contains 25600 members 
Mstep: Class 31 contains 9168 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29093 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62848 members 
Mstep: Class 40 contains 65900 members 
Mstep: Class 41 contains 12483 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 427 members 
Mstep: Class 46 contains 23172 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998696.000000 Penalty: 111074.656250
Iteration 381Q: 52 clusters Score -8.59987e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29670 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22594 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42438 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18038 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 64026 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18706 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 42013 members 
Mstep: Class 28 contains 53071 members 
Mstep: Class 29 contains 18353 members 
Mstep: Class 30 contains 25973 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29102 members 
Mstep: Class 37 contains 333 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 62831 members 
Mstep: Class 40 contains 66090 members 
Mstep: Class 41 contains 12383 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 427 members 
Mstep: Class 46 contains 23245 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998736.000000 Penalty: 111074.656250
Iteration 382Q: 52 clusters Score -8.599874e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29658 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22595 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 64305 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18703 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41952 members 
Mstep: Class 28 contains 52752 members 
Mstep: Class 29 contains 18081 members 
Mstep: Class 30 contains 26356 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29110 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62800 members 
Mstep: Class 40 contains 66286 members 
Mstep: Class 41 contains 12312 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 427 members 
Mstep: Class 46 contains 23309 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998632.000000 Penalty: 111074.656250
Iteration 383Q: 52 clusters Score -8.599863e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29646 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22593 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42506 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 64600 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18710 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41906 members 
Mstep: Class 28 contains 52424 members 
Mstep: Class 29 contains 17798 members 
Mstep: Class 30 contains 26708 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29112 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62765 members 
Mstep: Class 40 contains 66516 members 
Mstep: Class 41 contains 12259 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 428 members 
Mstep: Class 46 contains 23374 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 61132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998624.000000 Penalty: 111074.656250
Iteration 384Q: 52 clusters Score -8.599862e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29620 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22592 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17921 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 64889 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41872 members 
Mstep: Class 28 contains 52091 members 
Mstep: Class 29 contains 17527 members 
Mstep: Class 30 contains 27068 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29121 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62745 members 
Mstep: Class 40 contains 66729 members 
Mstep: Class 41 contains 12205 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 429 members 
Mstep: Class 46 contains 23446 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 60998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998520.000000 Penalty: 111074.656250
Iteration 385Q: 52 clusters Score -8.599852e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29587 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22587 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 8207 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 65162 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18720 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41838 members 
Mstep: Class 28 contains 51790 members 
Mstep: Class 29 contains 17273 members 
Mstep: Class 30 contains 27445 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29121 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62727 members 
Mstep: Class 40 contains 66927 members 
Mstep: Class 41 contains 12166 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 430 members 
Mstep: Class 46 contains 23535 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 60834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998784.000000 Penalty: 111074.656250
Iteration 386Q: 52 clusters Score -8.599878e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29552 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 8190 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17829 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 65388 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18719 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41811 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 17033 members 
Mstep: Class 30 contains 27871 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29133 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62713 members 
Mstep: Class 40 contains 67144 members 
Mstep: Class 41 contains 12121 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 430 members 
Mstep: Class 46 contains 23597 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 60629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998760.000000 Penalty: 111074.656250
Iteration 387Q: 52 clusters Score -8.599876e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29533 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 8171 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 65589 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 11555 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18727 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41794 members 
Mstep: Class 28 contains 51176 members 
Mstep: Class 29 contains 16791 members 
Mstep: Class 30 contains 28312 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2408 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29132 members 
Mstep: Class 37 contains 328 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62697 members 
Mstep: Class 40 contains 67399 members 
Mstep: Class 41 contains 12100 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 427 members 
Mstep: Class 46 contains 23650 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 60395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998520.000000 Penalty: 111074.656250
Iteration 388Q: 52 clusters Score -8.599852e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42425 members 
Mstep: Class 10 contains 8151 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17725 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 65775 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18717 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 337 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41773 members 
Mstep: Class 28 contains 50868 members 
Mstep: Class 29 contains 16555 members 
Mstep: Class 30 contains 28739 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29131 members 
Mstep: Class 37 contains 329 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62676 members 
Mstep: Class 40 contains 67650 members 
Mstep: Class 41 contains 12104 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 23699 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 60169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998432.000000 Penalty: 111074.656250
Iteration 389Q: 52 clusters Score -8.599843e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29494 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22605 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17684 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 65988 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41747 members 
Mstep: Class 28 contains 50577 members 
Mstep: Class 29 contains 16316 members 
Mstep: Class 30 contains 29151 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29129 members 
Mstep: Class 37 contains 328 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62656 members 
Mstep: Class 40 contains 67831 members 
Mstep: Class 41 contains 12102 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 23772 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 59959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998504.000000 Penalty: 111074.656250
Iteration 390Q: 52 clusters Score -8.59985e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29463 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22595 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42392 members 
Mstep: Class 10 contains 8117 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17647 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 66201 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41747 members 
Mstep: Class 28 contains 50289 members 
Mstep: Class 29 contains 16075 members 
Mstep: Class 30 contains 29575 members 
Mstep: Class 31 contains 9168 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29123 members 
Mstep: Class 37 contains 327 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62649 members 
Mstep: Class 40 contains 68021 members 
Mstep: Class 41 contains 12085 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 23865 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 59732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998776.000000 Penalty: 111074.656250
Iteration 391Q: 52 clusters Score -8.599878e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29429 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22582 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42372 members 
Mstep: Class 10 contains 8107 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17599 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 66442 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18699 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41738 members 
Mstep: Class 28 contains 50011 members 
Mstep: Class 29 contains 15812 members 
Mstep: Class 30 contains 29943 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29123 members 
Mstep: Class 37 contains 325 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62633 members 
Mstep: Class 40 contains 68193 members 
Mstep: Class 41 contains 12095 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 23947 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 59546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998568.000000 Penalty: 111074.656250
Iteration 392Q: 52 clusters Score -8.599857e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29397 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22569 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42356 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17555 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 66644 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41736 members 
Mstep: Class 28 contains 49716 members 
Mstep: Class 29 contains 15572 members 
Mstep: Class 30 contains 30328 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29127 members 
Mstep: Class 37 contains 323 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62620 members 
Mstep: Class 40 contains 68321 members 
Mstep: Class 41 contains 12116 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 24024 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 59375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998624.000000 Penalty: 111074.656250
Iteration 393Q: 52 clusters Score -8.599862e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29372 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22565 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42359 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17508 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 66874 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18707 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 339 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41736 members 
Mstep: Class 28 contains 49385 members 
Mstep: Class 29 contains 15310 members 
Mstep: Class 30 contains 30701 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29127 members 
Mstep: Class 37 contains 321 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62598 members 
Mstep: Class 40 contains 68512 members 
Mstep: Class 41 contains 12176 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 24087 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 59146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998576.000000 Penalty: 111074.656250
Iteration 394Q: 52 clusters Score -8.599858e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29348 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42367 members 
Mstep: Class 10 contains 8093 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 17451 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67066 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18706 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41733 members 
Mstep: Class 28 contains 49038 members 
Mstep: Class 29 contains 15074 members 
Mstep: Class 30 contains 31056 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29132 members 
Mstep: Class 37 contains 321 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62582 members 
Mstep: Class 40 contains 68697 members 
Mstep: Class 41 contains 12245 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 24143 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998608.000000 Penalty: 111074.656250
Iteration 395Q: 52 clusters Score -8.599861e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 29348 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 8092 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 17404 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67280 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18695 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 342 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41730 members 
Mstep: Class 28 contains 48693 members 
Mstep: Class 29 contains 14797 members 
Mstep: Class 30 contains 31403 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2408 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29132 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62556 members 
Mstep: Class 40 contains 68902 members 
Mstep: Class 41 contains 12324 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24199 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998336.000000 Penalty: 111074.656250
Iteration 396Q: 52 clusters Score -8.599834e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29340 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22556 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42390 members 
Mstep: Class 10 contains 8091 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17372 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67495 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18676 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41746 members 
Mstep: Class 28 contains 48361 members 
Mstep: Class 29 contains 14514 members 
Mstep: Class 30 contains 31734 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29148 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62535 members 
Mstep: Class 40 contains 69089 members 
Mstep: Class 41 contains 12391 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24234 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998384.000000 Penalty: 111074.656250
Iteration 397Q: 52 clusters Score -8.599838e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29324 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42392 members 
Mstep: Class 10 contains 8091 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67676 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41755 members 
Mstep: Class 28 contains 48037 members 
Mstep: Class 29 contains 14215 members 
Mstep: Class 30 contains 32080 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29161 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62517 members 
Mstep: Class 40 contains 69234 members 
Mstep: Class 41 contains 12471 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24274 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998224.000000 Penalty: 111074.656250
Iteration 398Q: 52 clusters Score -8.599822e+07 nChanged 1703
Entering ConstructFrom: 
Score: -85998224.000000 Penalty: 111074.656250
Entering ConstructFrom: 
Trying to split cluster 1 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -230322.250000 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -230322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -228314.406250 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -228314.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228725.937500 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -228725.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -228845.359375 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -228845.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -228940.359375 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -228940.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -229002.062500 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -229002.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229044.921875 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -229044.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229082.078125 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -229082.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229115.046875 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -229115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229144.859375 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -229144.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -229186.203125 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -229186.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -229229.421875 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -229229.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -229274.218750 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -229274.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -229317.437500 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -229317.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -229346.859375 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -229346.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -229367.406250 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -229367.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229383.906250 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -229383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229404.281250 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -229404.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229422.875000 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -229422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229433.937500 Penalty: 2458.040039
	Iteration 18Q: 3 clusters Score -229433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -229447.968750 Penalty: 2458.040039
	Iteration 19Q: 3 clusters Score -229448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -229456.984375 Penalty: 2458.040039
	Iteration 20F: 3 clusters Score -229457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -229461.375000 Penalty: 2458.040039
	Iteration 21Q: 3 clusters Score -229461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -229464.187500 Penalty: 2458.040039
	Iteration 22Q: 3 clusters Score -229464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -229464.843750 Penalty: 2458.040039
	Iteration 23Q: 3 clusters Score -229464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -229466.609375 Penalty: 2458.040039
	Iteration 24Q: 3 clusters Score -229466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -229467.031250 Penalty: 2458.040039
	Iteration 25Q: 3 clusters Score -229467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -229467.031250 Penalty: 2458.040039
	Iteration 26F: 3 clusters Score -229467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Entering Unmasked Estep 
Score: -3916541.750000 Penalty: 1671.412598
	Iteration 0F: 2 clusters Score -3916542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3896847.750000 Penalty: 3342.825195
	Iteration 0F: 3 clusters Score -3896848 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3904101.500000 Penalty: 3342.825195
	Iteration 1F: 3 clusters Score -3904102 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3904354.000000 Penalty: 3342.825195
	Iteration 2Q: 3 clusters Score -3904354 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3904558.000000 Penalty: 3342.825195
	Iteration 3Q: 3 clusters Score -3904558 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3904757.250000 Penalty: 3342.825195
	Iteration 4Q: 3 clusters Score -3904757 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3904993.250000 Penalty: 3342.825195
	Iteration 5Q: 3 clusters Score -3904993 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3905246.750000 Penalty: 3342.825195
	Iteration 6Q: 3 clusters Score -3905247 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3905682.750000 Penalty: 3342.825195
	Iteration 7Q: 3 clusters Score -3905683 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3906338.000000 Penalty: 3342.825195
	Iteration 8Q: 3 clusters Score -3906338 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3907436.000000 Penalty: 3342.825195
	Iteration 9F: 3 clusters Score -3907436 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3909105.250000 Penalty: 3342.825195
	Iteration 10F: 3 clusters Score -3909105 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3910898.750000 Penalty: 3342.825195
	Iteration 11F: 3 clusters Score -3910899 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3912028.500000 Penalty: 3342.825195
	Iteration 12F: 3 clusters Score -3912028 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3912498.250000 Penalty: 3342.825195
	Iteration 13Q: 3 clusters Score -3912498 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3912779.750000 Penalty: 3342.825195
	Iteration 14Q: 3 clusters Score -3912780 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3912973.500000 Penalty: 3342.825195
	Iteration 15Q: 3 clusters Score -3912974 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3913142.500000 Penalty: 3342.825195
	Iteration 16Q: 3 clusters Score -3913142 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3913270.250000 Penalty: 3342.825195
	Iteration 17Q: 3 clusters Score -3913270 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3913369.000000 Penalty: 3342.825195
	Iteration 18Q: 3 clusters Score -3913369 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3913450.000000 Penalty: 3342.825195
	Iteration 19Q: 3 clusters Score -3913450 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3913508.000000 Penalty: 3342.825195
	Iteration 20F: 3 clusters Score -3913508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3913585.000000 Penalty: 3342.825195
	Iteration 21Q: 3 clusters Score -3913585 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3913674.750000 Penalty: 3342.825195
	Iteration 22Q: 3 clusters Score -3913675 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3913738.000000 Penalty: 3342.825195
	Iteration 23Q: 3 clusters Score -3913738 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3913817.500000 Penalty: 3342.825195
	Iteration 24Q: 3 clusters Score -3913818 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3913893.750000 Penalty: 3342.825195
	Iteration 25Q: 3 clusters Score -3913894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3913955.750000 Penalty: 3342.825195
	Iteration 26Q: 3 clusters Score -3913956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3913998.500000 Penalty: 3342.825195
	Iteration 27Q: 3 clusters Score -3913998 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3914066.500000 Penalty: 3342.825195
	Iteration 28Q: 3 clusters Score -3914066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3914112.500000 Penalty: 3342.825195
	Iteration 29Q: 3 clusters Score -3914112 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3914147.000000 Penalty: 3342.825195
	Iteration 30Q: 3 clusters Score -3914147 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3914206.250000 Penalty: 3342.825195
	Iteration 31Q: 3 clusters Score -3914206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3914255.250000 Penalty: 3342.825195
	Iteration 32Q: 3 clusters Score -3914255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3914332.750000 Penalty: 3342.825195
	Iteration 33Q: 3 clusters Score -3914333 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3914362.500000 Penalty: 3342.825195
	Iteration 34Q: 3 clusters Score -3914362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3914396.750000 Penalty: 3342.825195
	Iteration 35Q: 3 clusters Score -3914397 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3914439.250000 Penalty: 3342.825195
	Iteration 36Q: 3 clusters Score -3914439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3914468.750000 Penalty: 3342.825195
	Iteration 37Q: 3 clusters Score -3914469 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3914479.500000 Penalty: 3342.825195
	Iteration 38Q: 3 clusters Score -3914480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3914499.750000 Penalty: 3342.825195
	Iteration 39Q: 3 clusters Score -3914500 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3914529.750000 Penalty: 3342.825195
	Iteration 40F: 3 clusters Score -3914530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3914571.500000 Penalty: 3342.825195
	Iteration 41Q: 3 clusters Score -3914572 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3914590.250000 Penalty: 3342.825195
	Iteration 42Q: 3 clusters Score -3914590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3914608.750000 Penalty: 3342.825195
	Iteration 43Q: 3 clusters Score -3914609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3914634.250000 Penalty: 3342.825195
	Iteration 44Q: 3 clusters Score -3914634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3914642.750000 Penalty: 3342.825195
	Iteration 45Q: 3 clusters Score -3914643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3914657.500000 Penalty: 3342.825195
	Iteration 46Q: 3 clusters Score -3914658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3914668.750000 Penalty: 3342.825195
	Iteration 47Q: 3 clusters Score -3914669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3914692.000000 Penalty: 3342.825195
	Iteration 48Q: 3 clusters Score -3914692 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3914703.250000 Penalty: 3342.825195
	Iteration 49Q: 3 clusters Score -3914703 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3914720.250000 Penalty: 3342.825195
	Iteration 50Q: 3 clusters Score -3914720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3914754.750000 Penalty: 3342.825195
	Iteration 51Q: 3 clusters Score -3914755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3914772.500000 Penalty: 3342.825195
	Iteration 52Q: 3 clusters Score -3914772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3914789.500000 Penalty: 3342.825195
	Iteration 53Q: 3 clusters Score -3914790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3914804.750000 Penalty: 3342.825195
	Iteration 54Q: 3 clusters Score -3914805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3914838.500000 Penalty: 3342.825195
	Iteration 55Q: 3 clusters Score -3914838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3914853.250000 Penalty: 3342.825195
	Iteration 56Q: 3 clusters Score -3914853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3914879.000000 Penalty: 3342.825195
	Iteration 57Q: 3 clusters Score -3914879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3914889.000000 Penalty: 3342.825195
	Iteration 58Q: 3 clusters Score -3914889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3914896.000000 Penalty: 3342.825195
	Iteration 59Q: 3 clusters Score -3914896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3914911.250000 Penalty: 3342.825195
	Iteration 60F: 3 clusters Score -3914911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3914924.000000 Penalty: 3342.825195
	Iteration 61Q: 3 clusters Score -3914924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3914925.250000 Penalty: 3342.825195
	Iteration 62Q: 3 clusters Score -3914925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3914926.250000 Penalty: 3342.825195
	Iteration 63Q: 3 clusters Score -3914926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3914934.750000 Penalty: 3342.825195
	Iteration 64Q: 3 clusters Score -3914935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3914945.000000 Penalty: 3342.825195
	Iteration 65Q: 3 clusters Score -3914945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3914937.750000 Penalty: 3342.825195
	Iteration 66Q: 3 clusters Score -3914938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3914934.250000 Penalty: 3342.825195
	Iteration 67Q: 3 clusters Score -3914934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3914940.000000 Penalty: 3342.825195
	Iteration 68Q: 3 clusters Score -3914940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3914938.750000 Penalty: 3342.825195
	Iteration 69Q: 3 clusters Score -3914939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3914937.000000 Penalty: 3342.825195
	Iteration 70Q: 3 clusters Score -3914937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3914938.500000 Penalty: 3342.825195
	Iteration 71Q: 3 clusters Score -3914938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3914949.000000 Penalty: 3342.825195
	Iteration 72Q: 3 clusters Score -3914949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3914949.500000 Penalty: 3342.825195
	Iteration 73Q: 3 clusters Score -3914950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3914952.000000 Penalty: 3342.825195
	Iteration 74Q: 3 clusters Score -3914952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3914947.250000 Penalty: 3342.825195
	Iteration 75Q: 3 clusters Score -3914947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3914941.000000 Penalty: 3342.825195
	Iteration 76Q: 3 clusters Score -3914941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3914945.250000 Penalty: 3342.825195
	Iteration 77Q: 3 clusters Score -3914945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3914951.000000 Penalty: 3342.825195
	Iteration 78Q: 3 clusters Score -3914951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3914955.250000 Penalty: 3342.825195
	Iteration 79Q: 3 clusters Score -3914955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3914972.000000 Penalty: 3342.825195
	Iteration 80F: 3 clusters Score -3914972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3914980.500000 Penalty: 3342.825195
	Iteration 81Q: 3 clusters Score -3914980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3914970.250000 Penalty: 3342.825195
	Iteration 82Q: 3 clusters Score -3914970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3914990.250000 Penalty: 3342.825195
	Iteration 83Q: 3 clusters Score -3914990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3914999.500000 Penalty: 3342.825195
	Iteration 84Q: 3 clusters Score -3915000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3915007.250000 Penalty: 3342.825195
	Iteration 85Q: 3 clusters Score -3915007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3915013.250000 Penalty: 3342.825195
	Iteration 86Q: 3 clusters Score -3915013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3915021.000000 Penalty: 3342.825195
	Iteration 87Q: 3 clusters Score -3915021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3915030.500000 Penalty: 3342.825195
	Iteration 88Q: 3 clusters Score -3915030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3915035.750000 Penalty: 3342.825195
	Iteration 89Q: 3 clusters Score -3915036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3915035.500000 Penalty: 3342.825195
	Iteration 90Q: 3 clusters Score -3915036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3915041.500000 Penalty: 3342.825195
	Iteration 91Q: 3 clusters Score -3915042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3915044.000000 Penalty: 3342.825195
	Iteration 92Q: 3 clusters Score -3915044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3915048.000000 Penalty: 3342.825195
	Iteration 93Q: 3 clusters Score -3915048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3915049.750000 Penalty: 3342.825195
	Iteration 94Q: 3 clusters Score -3915050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3915047.750000 Penalty: 3342.825195
	Iteration 95Q: 3 clusters Score -3915048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3915057.500000 Penalty: 3342.825195
	Iteration 96Q: 3 clusters Score -3915058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3915059.750000 Penalty: 3342.825195
	Iteration 97Q: 3 clusters Score -3915060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3915061.000000 Penalty: 3342.825195
	Iteration 98Q: 3 clusters Score -3915061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3915058.250000 Penalty: 3342.825195
	Iteration 99Q: 3 clusters Score -3915058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3915057.750000 Penalty: 3342.825195
	Iteration 100F: 3 clusters Score -3915058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3915053.750000 Penalty: 3342.825195
	Iteration 101Q: 3 clusters Score -3915054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3915054.500000 Penalty: 3342.825195
	Iteration 102Q: 3 clusters Score -3915054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3915058.250000 Penalty: 3342.825195
	Iteration 103Q: 3 clusters Score -3915058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3915061.500000 Penalty: 3342.825195
	Iteration 104Q: 3 clusters Score -3915062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3915065.250000 Penalty: 3342.825195
	Iteration 105Q: 3 clusters Score -3915065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3915069.750000 Penalty: 3342.825195
	Iteration 106Q: 3 clusters Score -3915070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3915073.000000 Penalty: 3342.825195
	Iteration 107Q: 3 clusters Score -3915073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3915069.250000 Penalty: 3342.825195
	Iteration 108Q: 3 clusters Score -3915069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3915073.000000 Penalty: 3342.825195
	Iteration 109Q: 3 clusters Score -3915073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3915080.250000 Penalty: 3342.825195
	Iteration 110Q: 3 clusters Score -3915080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3915079.250000 Penalty: 3342.825195
	Iteration 111Q: 3 clusters Score -3915079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3915082.750000 Penalty: 3342.825195
	Iteration 112Q: 3 clusters Score -3915083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3915086.500000 Penalty: 3342.825195
	Iteration 113Q: 3 clusters Score -3915086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3915085.750000 Penalty: 3342.825195
	Iteration 114Q: 3 clusters Score -3915086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3915091.000000 Penalty: 3342.825195
	Iteration 115Q: 3 clusters Score -3915091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3915086.750000 Penalty: 3342.825195
	Iteration 116Q: 3 clusters Score -3915087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3915089.250000 Penalty: 3342.825195
	Iteration 117Q: 3 clusters Score -3915089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3915093.500000 Penalty: 3342.825195
	Iteration 118Q: 3 clusters Score -3915094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3915094.750000 Penalty: 3342.825195
	Iteration 119Q: 3 clusters Score -3915095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3915096.250000 Penalty: 3342.825195
	Iteration 120F: 3 clusters Score -3915096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3915096.500000 Penalty: 3342.825195
	Iteration 121Q: 3 clusters Score -3915096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3915101.000000 Penalty: 3342.825195
	Iteration 122Q: 3 clusters Score -3915101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3915102.000000 Penalty: 3342.825195
	Iteration 123Q: 3 clusters Score -3915102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3915102.250000 Penalty: 3342.825195
	Iteration 124Q: 3 clusters Score -3915102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3915104.750000 Penalty: 3342.825195
	Iteration 125Q: 3 clusters Score -3915105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3915099.500000 Penalty: 3342.825195
	Iteration 126Q: 3 clusters Score -3915100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3915102.500000 Penalty: 3342.825195
	Iteration 127Q: 3 clusters Score -3915102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3915100.500000 Penalty: 3342.825195
	Iteration 128Q: 3 clusters Score -3915100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3915101.500000 Penalty: 3342.825195
	Iteration 129Q: 3 clusters Score -3915102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3915098.250000 Penalty: 3342.825195
	Iteration 130Q: 3 clusters Score -3915098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3915105.250000 Penalty: 3342.825195
	Iteration 131Q: 3 clusters Score -3915105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3915105.750000 Penalty: 3342.825195
	Iteration 132Q: 3 clusters Score -3915106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3915110.500000 Penalty: 3342.825195
	Iteration 133Q: 3 clusters Score -3915110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3915113.750000 Penalty: 3342.825195
	Iteration 134Q: 3 clusters Score -3915114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3915113.250000 Penalty: 3342.825195
	Iteration 135Q: 3 clusters Score -3915113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3915115.250000 Penalty: 3342.825195
	Iteration 136Q: 3 clusters Score -3915115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3915111.500000 Penalty: 3342.825195
	Iteration 137Q: 3 clusters Score -3915112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3915116.500000 Penalty: 3342.825195
	Iteration 138Q: 3 clusters Score -3915116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3915122.250000 Penalty: 3342.825195
	Iteration 139Q: 3 clusters Score -3915122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3915142.000000 Penalty: 3342.825195
	Iteration 140F: 3 clusters Score -3915142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3915142.750000 Penalty: 3342.825195
	Iteration 141Q: 3 clusters Score -3915143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3915156.000000 Penalty: 3342.825195
	Iteration 142Q: 3 clusters Score -3915156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3915152.250000 Penalty: 3342.825195
	Iteration 143Q: 3 clusters Score -3915152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3915153.000000 Penalty: 3342.825195
	Iteration 144Q: 3 clusters Score -3915153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3915161.750000 Penalty: 3342.825195
	Iteration 145Q: 3 clusters Score -3915162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3915166.250000 Penalty: 3342.825195
	Iteration 146Q: 3 clusters Score -3915166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3915178.500000 Penalty: 3342.825195
	Iteration 147Q: 3 clusters Score -3915178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3915183.250000 Penalty: 3342.825195
	Iteration 148Q: 3 clusters Score -3915183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3915180.500000 Penalty: 3342.825195
	Iteration 149Q: 3 clusters Score -3915180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3915178.000000 Penalty: 3342.825195
	Iteration 150Q: 3 clusters Score -3915178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3915176.750000 Penalty: 3342.825195
	Iteration 151Q: 3 clusters Score -3915177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3915178.750000 Penalty: 3342.825195
	Iteration 152Q: 3 clusters Score -3915179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3915178.500000 Penalty: 3342.825195
	Iteration 153Q: 3 clusters Score -3915178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3915178.250000 Penalty: 3342.825195
	Iteration 154Q: 3 clusters Score -3915178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3915182.750000 Penalty: 3342.825195
	Iteration 155Q: 3 clusters Score -3915183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3915182.500000 Penalty: 3342.825195
	Iteration 156Q: 3 clusters Score -3915182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3915184.750000 Penalty: 3342.825195
	Iteration 157Q: 3 clusters Score -3915185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3915180.000000 Penalty: 3342.825195
	Iteration 158Q: 3 clusters Score -3915180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3915189.750000 Penalty: 3342.825195
	Iteration 159Q: 3 clusters Score -3915190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3915184.000000 Penalty: 3342.825195
	Iteration 160F: 3 clusters Score -3915184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3915186.750000 Penalty: 3342.825195
	Iteration 161Q: 3 clusters Score -3915187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3915189.750000 Penalty: 3342.825195
	Iteration 162Q: 3 clusters Score -3915190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3915191.250000 Penalty: 3342.825195
	Iteration 163Q: 3 clusters Score -3915191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3915198.250000 Penalty: 3342.825195
	Iteration 164Q: 3 clusters Score -3915198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3915186.250000 Penalty: 3342.825195
	Iteration 165Q: 3 clusters Score -3915186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3915189.250000 Penalty: 3342.825195
	Iteration 166Q: 3 clusters Score -3915189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3915192.000000 Penalty: 3342.825195
	Iteration 167Q: 3 clusters Score -3915192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3915196.000000 Penalty: 3342.825195
	Iteration 168Q: 3 clusters Score -3915196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3915197.750000 Penalty: 3342.825195
	Iteration 169Q: 3 clusters Score -3915198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3915194.000000 Penalty: 3342.825195
	Iteration 170Q: 3 clusters Score -3915194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3915193.250000 Penalty: 3342.825195
	Iteration 171Q: 3 clusters Score -3915193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3915189.250000 Penalty: 3342.825195
	Iteration 172Q: 3 clusters Score -3915189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3915187.250000 Penalty: 3342.825195
	Iteration 173Q: 3 clusters Score -3915187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3915189.500000 Penalty: 3342.825195
	Iteration 174Q: 3 clusters Score -3915190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3915191.250000 Penalty: 3342.825195
	Iteration 175Q: 3 clusters Score -3915191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3915189.000000 Penalty: 3342.825195
	Iteration 176Q: 3 clusters Score -3915189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3915188.500000 Penalty: 3342.825195
	Iteration 177Q: 3 clusters Score -3915188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3915186.750000 Penalty: 3342.825195
	Iteration 178Q: 3 clusters Score -3915187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3915186.750000 Penalty: 3342.825195
	Iteration 179F: 3 clusters Score -3915187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11233.176758 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11233.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11323.247070 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11323.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11340.890625 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11340.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11348.961914 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11348.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11359.190430 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11359.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11366.869141 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -11366.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11369.657227 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -11369.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11370.085938 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -11370.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11370.085938 Penalty: 1734.699951
	Iteration 8F: 3 clusters Score -11370.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50133.089844 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -50133.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49261.972656 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -49261.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49377.527344 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -49377.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49436.574219 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -49436.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49453.710938 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -49453.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49477.042969 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -49477.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49509.386719 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -49509.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49560.691406 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -49560.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49615.066406 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -49615.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49756.445312 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -49756.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50005.160156 Penalty: 1918.355835
	Iteration 9F: 3 clusters Score -50005.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50115.304688 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -50115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50312.671875 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -50312.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50373.765625 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -50373.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50439.429688 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -50439.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50466.261719 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -50466.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50466.261719 Penalty: 1918.355835
	Iteration 15F: 3 clusters Score -50466.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 161 members 
Entering Unmasked Estep 
Score: -85997352.000000 Penalty: 113252.593750
Splitting cluster 4 changes total score from -85998224.000000 to -85997352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -2924730.500000 Penalty: 1628.788330
	Iteration 0F: 2 clusters Score -2924730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2909556.250000 Penalty: 3257.576660
	Iteration 0F: 3 clusters Score -2909556 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2915237.000000 Penalty: 3257.576660
	Iteration 1F: 3 clusters Score -2915237 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2915840.000000 Penalty: 3257.576660
	Iteration 2F: 3 clusters Score -2915840 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2916520.500000 Penalty: 3257.576660
	Iteration 3F: 3 clusters Score -2916520 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2917351.500000 Penalty: 3257.576660
	Iteration 4F: 3 clusters Score -2917352 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2918388.250000 Penalty: 3257.576660
	Iteration 5F: 3 clusters Score -2918388 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2919459.500000 Penalty: 3257.576660
	Iteration 6F: 3 clusters Score -2919460 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2920261.000000 Penalty: 3257.576660
	Iteration 7F: 3 clusters Score -2920261 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2920782.250000 Penalty: 3257.576660
	Iteration 8Q: 3 clusters Score -2920782 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2921105.750000 Penalty: 3257.576660
	Iteration 9Q: 3 clusters Score -2921106 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2921364.750000 Penalty: 3257.576660
	Iteration 10Q: 3 clusters Score -2921365 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2921564.250000 Penalty: 3257.576660
	Iteration 11Q: 3 clusters Score -2921564 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2921714.750000 Penalty: 3257.576660
	Iteration 12Q: 3 clusters Score -2921715 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2921875.750000 Penalty: 3257.576660
	Iteration 13Q: 3 clusters Score -2921876 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2922010.750000 Penalty: 3257.576660
	Iteration 14Q: 3 clusters Score -2922011 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2922107.750000 Penalty: 3257.576660
	Iteration 15Q: 3 clusters Score -2922108 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2922215.500000 Penalty: 3257.576660
	Iteration 16Q: 3 clusters Score -2922216 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2922286.000000 Penalty: 3257.576660
	Iteration 17Q: 3 clusters Score -2922286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2922362.250000 Penalty: 3257.576660
	Iteration 18Q: 3 clusters Score -2922362 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2922415.500000 Penalty: 3257.576660
	Iteration 19Q: 3 clusters Score -2922416 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2922502.000000 Penalty: 3257.576660
	Iteration 20F: 3 clusters Score -2922502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2922579.750000 Penalty: 3257.576660
	Iteration 21Q: 3 clusters Score -2922580 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2922641.500000 Penalty: 3257.576660
	Iteration 22Q: 3 clusters Score -2922642 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2922719.750000 Penalty: 3257.576660
	Iteration 23Q: 3 clusters Score -2922720 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2922774.250000 Penalty: 3257.576660
	Iteration 24Q: 3 clusters Score -2922774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2922822.000000 Penalty: 3257.576660
	Iteration 25Q: 3 clusters Score -2922822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2922859.250000 Penalty: 3257.576660
	Iteration 26Q: 3 clusters Score -2922859 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2922900.250000 Penalty: 3257.576660
	Iteration 27Q: 3 clusters Score -2922900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2922920.250000 Penalty: 3257.576660
	Iteration 28Q: 3 clusters Score -2922920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2922936.500000 Penalty: 3257.576660
	Iteration 29Q: 3 clusters Score -2922936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2922949.500000 Penalty: 3257.576660
	Iteration 30Q: 3 clusters Score -2922950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2922955.750000 Penalty: 3257.576660
	Iteration 31Q: 3 clusters Score -2922956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2922970.500000 Penalty: 3257.576660
	Iteration 32Q: 3 clusters Score -2922970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2922968.250000 Penalty: 3257.576660
	Iteration 33Q: 3 clusters Score -2922968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2922971.500000 Penalty: 3257.576660
	Iteration 34Q: 3 clusters Score -2922972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2922977.000000 Penalty: 3257.576660
	Iteration 35Q: 3 clusters Score -2922977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2922971.500000 Penalty: 3257.576660
	Iteration 36Q: 3 clusters Score -2922972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2922978.000000 Penalty: 3257.576660
	Iteration 37Q: 3 clusters Score -2922978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2922979.750000 Penalty: 3257.576660
	Iteration 38Q: 3 clusters Score -2922980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2922985.250000 Penalty: 3257.576660
	Iteration 39Q: 3 clusters Score -2922985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2922990.000000 Penalty: 3257.576660
	Iteration 40F: 3 clusters Score -2922990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2923002.250000 Penalty: 3257.576660
	Iteration 41Q: 3 clusters Score -2923002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2923000.500000 Penalty: 3257.576660
	Iteration 42Q: 3 clusters Score -2923000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2922998.250000 Penalty: 3257.576660
	Iteration 43Q: 3 clusters Score -2922998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2923009.500000 Penalty: 3257.576660
	Iteration 44Q: 3 clusters Score -2923010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2923018.750000 Penalty: 3257.576660
	Iteration 45Q: 3 clusters Score -2923019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2923027.750000 Penalty: 3257.576660
	Iteration 46Q: 3 clusters Score -2923028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2923029.250000 Penalty: 3257.576660
	Iteration 47Q: 3 clusters Score -2923029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2923031.250000 Penalty: 3257.576660
	Iteration 48Q: 3 clusters Score -2923031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2923046.750000 Penalty: 3257.576660
	Iteration 49Q: 3 clusters Score -2923047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2923057.500000 Penalty: 3257.576660
	Iteration 50Q: 3 clusters Score -2923058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2923056.250000 Penalty: 3257.576660
	Iteration 51Q: 3 clusters Score -2923056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2923063.250000 Penalty: 3257.576660
	Iteration 52Q: 3 clusters Score -2923063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2923072.000000 Penalty: 3257.576660
	Iteration 53Q: 3 clusters Score -2923072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2923071.250000 Penalty: 3257.576660
	Iteration 54Q: 3 clusters Score -2923071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2923078.000000 Penalty: 3257.576660
	Iteration 55Q: 3 clusters Score -2923078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2923086.250000 Penalty: 3257.576660
	Iteration 56Q: 3 clusters Score -2923086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2923084.500000 Penalty: 3257.576660
	Iteration 57Q: 3 clusters Score -2923084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2923092.250000 Penalty: 3257.576660
	Iteration 58Q: 3 clusters Score -2923092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2923112.750000 Penalty: 3257.576660
	Iteration 59Q: 3 clusters Score -2923113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2923121.500000 Penalty: 3257.576660
	Iteration 60F: 3 clusters Score -2923122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2923128.250000 Penalty: 3257.576660
	Iteration 61Q: 3 clusters Score -2923128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2923130.000000 Penalty: 3257.576660
	Iteration 62Q: 3 clusters Score -2923130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2923129.500000 Penalty: 3257.576660
	Iteration 63Q: 3 clusters Score -2923130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2923133.750000 Penalty: 3257.576660
	Iteration 64Q: 3 clusters Score -2923134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2923143.250000 Penalty: 3257.576660
	Iteration 65Q: 3 clusters Score -2923143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2923145.000000 Penalty: 3257.576660
	Iteration 66Q: 3 clusters Score -2923145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2923146.250000 Penalty: 3257.576660
	Iteration 67Q: 3 clusters Score -2923146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2923158.750000 Penalty: 3257.576660
	Iteration 68Q: 3 clusters Score -2923159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2923162.000000 Penalty: 3257.576660
	Iteration 69Q: 3 clusters Score -2923162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2923163.750000 Penalty: 3257.576660
	Iteration 70Q: 3 clusters Score -2923164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2923175.500000 Penalty: 3257.576660
	Iteration 71Q: 3 clusters Score -2923176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2923174.500000 Penalty: 3257.576660
	Iteration 72Q: 3 clusters Score -2923174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2923184.000000 Penalty: 3257.576660
	Iteration 73Q: 3 clusters Score -2923184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2923184.750000 Penalty: 3257.576660
	Iteration 74Q: 3 clusters Score -2923185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2923198.000000 Penalty: 3257.576660
	Iteration 75Q: 3 clusters Score -2923198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2923198.000000 Penalty: 3257.576660
	Iteration 76Q: 3 clusters Score -2923198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2923212.000000 Penalty: 3257.576660
	Iteration 77Q: 3 clusters Score -2923212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2923206.250000 Penalty: 3257.576660
	Iteration 78Q: 3 clusters Score -2923206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2923211.500000 Penalty: 3257.576660
	Iteration 79Q: 3 clusters Score -2923212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2923221.750000 Penalty: 3257.576660
	Iteration 80F: 3 clusters Score -2923222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2923234.000000 Penalty: 3257.576660
	Iteration 81Q: 3 clusters Score -2923234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2923241.750000 Penalty: 3257.576660
	Iteration 82Q: 3 clusters Score -2923242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2923253.500000 Penalty: 3257.576660
	Iteration 83Q: 3 clusters Score -2923254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2923250.250000 Penalty: 3257.576660
	Iteration 84Q: 3 clusters Score -2923250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2923256.750000 Penalty: 3257.576660
	Iteration 85Q: 3 clusters Score -2923257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2923267.000000 Penalty: 3257.576660
	Iteration 86Q: 3 clusters Score -2923267 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2923278.750000 Penalty: 3257.576660
	Iteration 87Q: 3 clusters Score -2923279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2923286.500000 Penalty: 3257.576660
	Iteration 88Q: 3 clusters Score -2923286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2923290.250000 Penalty: 3257.576660
	Iteration 89Q: 3 clusters Score -2923290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2923294.750000 Penalty: 3257.576660
	Iteration 90Q: 3 clusters Score -2923295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2923293.750000 Penalty: 3257.576660
	Iteration 91Q: 3 clusters Score -2923294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2923305.000000 Penalty: 3257.576660
	Iteration 92Q: 3 clusters Score -2923305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2923307.250000 Penalty: 3257.576660
	Iteration 93Q: 3 clusters Score -2923307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2923314.750000 Penalty: 3257.576660
	Iteration 94Q: 3 clusters Score -2923315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2923321.750000 Penalty: 3257.576660
	Iteration 95Q: 3 clusters Score -2923322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2923324.500000 Penalty: 3257.576660
	Iteration 96Q: 3 clusters Score -2923324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2923329.750000 Penalty: 3257.576660
	Iteration 97Q: 3 clusters Score -2923330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2923333.500000 Penalty: 3257.576660
	Iteration 98Q: 3 clusters Score -2923334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2923331.750000 Penalty: 3257.576660
	Iteration 99Q: 3 clusters Score -2923332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2923329.500000 Penalty: 3257.576660
	Iteration 100F: 3 clusters Score -2923330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2923326.250000 Penalty: 3257.576660
	Iteration 101Q: 3 clusters Score -2923326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2923334.000000 Penalty: 3257.576660
	Iteration 102Q: 3 clusters Score -2923334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2923339.250000 Penalty: 3257.576660
	Iteration 103Q: 3 clusters Score -2923339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2923339.250000 Penalty: 3257.576660
	Iteration 104Q: 3 clusters Score -2923339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2923344.250000 Penalty: 3257.576660
	Iteration 105Q: 3 clusters Score -2923344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2923338.250000 Penalty: 3257.576660
	Iteration 106Q: 3 clusters Score -2923338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2923340.750000 Penalty: 3257.576660
	Iteration 107Q: 3 clusters Score -2923341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2923343.750000 Penalty: 3257.576660
	Iteration 108Q: 3 clusters Score -2923344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2923340.500000 Penalty: 3257.576660
	Iteration 109Q: 3 clusters Score -2923340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2923339.250000 Penalty: 3257.576660
	Iteration 110Q: 3 clusters Score -2923339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2923347.250000 Penalty: 3257.576660
	Iteration 111Q: 3 clusters Score -2923347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2923348.250000 Penalty: 3257.576660
	Iteration 112Q: 3 clusters Score -2923348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2923346.750000 Penalty: 3257.576660
	Iteration 113Q: 3 clusters Score -2923347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2923346.000000 Penalty: 3257.576660
	Iteration 114Q: 3 clusters Score -2923346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2923356.750000 Penalty: 3257.576660
	Iteration 115Q: 3 clusters Score -2923357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2923359.250000 Penalty: 3257.576660
	Iteration 116Q: 3 clusters Score -2923359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2923364.500000 Penalty: 3257.576660
	Iteration 117Q: 3 clusters Score -2923364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2923364.250000 Penalty: 3257.576660
	Iteration 118Q: 3 clusters Score -2923364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2923364.250000 Penalty: 3257.576660
	Iteration 119Q: 3 clusters Score -2923364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2923361.750000 Penalty: 3257.576660
	Iteration 120F: 3 clusters Score -2923362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2923363.250000 Penalty: 3257.576660
	Iteration 121Q: 3 clusters Score -2923363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2923371.000000 Penalty: 3257.576660
	Iteration 122Q: 3 clusters Score -2923371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2923369.750000 Penalty: 3257.576660
	Iteration 123Q: 3 clusters Score -2923370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2923363.500000 Penalty: 3257.576660
	Iteration 124Q: 3 clusters Score -2923364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2923367.000000 Penalty: 3257.576660
	Iteration 125Q: 3 clusters Score -2923367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2923365.500000 Penalty: 3257.576660
	Iteration 126Q: 3 clusters Score -2923366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2923362.250000 Penalty: 3257.576660
	Iteration 127Q: 3 clusters Score -2923362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2923370.500000 Penalty: 3257.576660
	Iteration 128Q: 3 clusters Score -2923370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2923373.500000 Penalty: 3257.576660
	Iteration 129Q: 3 clusters Score -2923374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2923377.500000 Penalty: 3257.576660
	Iteration 130Q: 3 clusters Score -2923378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2923378.250000 Penalty: 3257.576660
	Iteration 131Q: 3 clusters Score -2923378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2923377.000000 Penalty: 3257.576660
	Iteration 132Q: 3 clusters Score -2923377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2923385.250000 Penalty: 3257.576660
	Iteration 133Q: 3 clusters Score -2923385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2923386.500000 Penalty: 3257.576660
	Iteration 134Q: 3 clusters Score -2923386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2923385.250000 Penalty: 3257.576660
	Iteration 135Q: 3 clusters Score -2923385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2923385.000000 Penalty: 3257.576660
	Iteration 136Q: 3 clusters Score -2923385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2923380.500000 Penalty: 3257.576660
	Iteration 137Q: 3 clusters Score -2923380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2923383.500000 Penalty: 3257.576660
	Iteration 138Q: 3 clusters Score -2923384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2923379.000000 Penalty: 3257.576660
	Iteration 139Q: 3 clusters Score -2923379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2923385.750000 Penalty: 3257.576660
	Iteration 140F: 3 clusters Score -2923386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2923387.000000 Penalty: 3257.576660
	Iteration 141Q: 3 clusters Score -2923387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2923384.500000 Penalty: 3257.576660
	Iteration 142Q: 3 clusters Score -2923384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2923382.000000 Penalty: 3257.576660
	Iteration 143Q: 3 clusters Score -2923382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2923381.000000 Penalty: 3257.576660
	Iteration 144Q: 3 clusters Score -2923381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2923383.750000 Penalty: 3257.576660
	Iteration 145Q: 3 clusters Score -2923384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2923383.500000 Penalty: 3257.576660
	Iteration 146Q: 3 clusters Score -2923384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2923386.250000 Penalty: 3257.576660
	Iteration 147Q: 3 clusters Score -2923386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2923391.500000 Penalty: 3257.576660
	Iteration 148Q: 3 clusters Score -2923392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2923390.000000 Penalty: 3257.576660
	Iteration 149Q: 3 clusters Score -2923390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2923392.750000 Penalty: 3257.576660
	Iteration 150Q: 3 clusters Score -2923393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2923389.000000 Penalty: 3257.576660
	Iteration 151Q: 3 clusters Score -2923389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2923390.250000 Penalty: 3257.576660
	Iteration 152Q: 3 clusters Score -2923390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2923391.500000 Penalty: 3257.576660
	Iteration 153Q: 3 clusters Score -2923392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2923394.250000 Penalty: 3257.576660
	Iteration 154Q: 3 clusters Score -2923394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2923394.500000 Penalty: 3257.576660
	Iteration 155Q: 3 clusters Score -2923394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2923394.500000 Penalty: 3257.576660
	Iteration 156Q: 3 clusters Score -2923394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2923400.250000 Penalty: 3257.576660
	Iteration 157Q: 3 clusters Score -2923400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2923395.500000 Penalty: 3257.576660
	Iteration 158Q: 3 clusters Score -2923396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2923394.250000 Penalty: 3257.576660
	Iteration 159Q: 3 clusters Score -2923394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2923403.500000 Penalty: 3257.576660
	Iteration 160F: 3 clusters Score -2923404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2923405.500000 Penalty: 3257.576660
	Iteration 161Q: 3 clusters Score -2923406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2923406.500000 Penalty: 3257.576660
	Iteration 162Q: 3 clusters Score -2923406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2923408.750000 Penalty: 3257.576660
	Iteration 163Q: 3 clusters Score -2923409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2923411.000000 Penalty: 3257.576660
	Iteration 164Q: 3 clusters Score -2923411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2923405.750000 Penalty: 3257.576660
	Iteration 165Q: 3 clusters Score -2923406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2923409.750000 Penalty: 3257.576660
	Iteration 166Q: 3 clusters Score -2923410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2923413.500000 Penalty: 3257.576660
	Iteration 167Q: 3 clusters Score -2923414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2923409.000000 Penalty: 3257.576660
	Iteration 168Q: 3 clusters Score -2923409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2923411.250000 Penalty: 3257.576660
	Iteration 169Q: 3 clusters Score -2923411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2923417.750000 Penalty: 3257.576660
	Iteration 170Q: 3 clusters Score -2923418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2923414.250000 Penalty: 3257.576660
	Iteration 171Q: 3 clusters Score -2923414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2923418.250000 Penalty: 3257.576660
	Iteration 172Q: 3 clusters Score -2923418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2923423.750000 Penalty: 3257.576660
	Iteration 173Q: 3 clusters Score -2923424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2923424.000000 Penalty: 3257.576660
	Iteration 174Q: 3 clusters Score -2923424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2923419.250000 Penalty: 3257.576660
	Iteration 175Q: 3 clusters Score -2923419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2923411.750000 Penalty: 3257.576660
	Iteration 176Q: 3 clusters Score -2923412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2923411.500000 Penalty: 3257.576660
	Iteration 177Q: 3 clusters Score -2923412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2923410.250000 Penalty: 3257.576660
	Iteration 178Q: 3 clusters Score -2923410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2923415.000000 Penalty: 3257.576660
	Iteration 179Q: 3 clusters Score -2923415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2923412.250000 Penalty: 3257.576660
	Iteration 180F: 3 clusters Score -2923412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2923415.500000 Penalty: 3257.576660
	Iteration 181Q: 3 clusters Score -2923416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2923421.500000 Penalty: 3257.576660
	Iteration 182Q: 3 clusters Score -2923422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2923423.000000 Penalty: 3257.576660
	Iteration 183Q: 3 clusters Score -2923423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2923422.500000 Penalty: 3257.576660
	Iteration 184Q: 3 clusters Score -2923422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2923423.250000 Penalty: 3257.576660
	Iteration 185Q: 3 clusters Score -2923423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2923423.250000 Penalty: 3257.576660
	Iteration 186Q: 3 clusters Score -2923423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2923428.250000 Penalty: 3257.576660
	Iteration 187Q: 3 clusters Score -2923428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2923430.250000 Penalty: 3257.576660
	Iteration 188Q: 3 clusters Score -2923430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2923431.500000 Penalty: 3257.576660
	Iteration 189Q: 3 clusters Score -2923432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2923431.500000 Penalty: 3257.576660
	Iteration 190Q: 3 clusters Score -2923432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2923447.000000 Penalty: 3257.576660
	Iteration 191Q: 3 clusters Score -2923447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2923445.750000 Penalty: 3257.576660
	Iteration 192Q: 3 clusters Score -2923446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2923457.750000 Penalty: 3257.576660
	Iteration 193Q: 3 clusters Score -2923458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2923453.750000 Penalty: 3257.576660
	Iteration 194Q: 3 clusters Score -2923454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2923453.000000 Penalty: 3257.576660
	Iteration 195Q: 3 clusters Score -2923453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2923450.250000 Penalty: 3257.576660
	Iteration 196Q: 3 clusters Score -2923450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2923460.500000 Penalty: 3257.576660
	Iteration 197Q: 3 clusters Score -2923460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2923454.500000 Penalty: 3257.576660
	Iteration 198Q: 3 clusters Score -2923454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2923453.750000 Penalty: 3257.576660
	Iteration 199Q: 3 clusters Score -2923454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2923466.250000 Penalty: 3257.576660
	Iteration 200F: 3 clusters Score -2923466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2923467.750000 Penalty: 3257.576660
	Iteration 201Q: 3 clusters Score -2923468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2923468.000000 Penalty: 3257.576660
	Iteration 202Q: 3 clusters Score -2923468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2923465.000000 Penalty: 3257.576660
	Iteration 203Q: 3 clusters Score -2923465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2923464.500000 Penalty: 3257.576660
	Iteration 204Q: 3 clusters Score -2923464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2923465.000000 Penalty: 3257.576660
	Iteration 205Q: 3 clusters Score -2923465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2923466.000000 Penalty: 3257.576660
	Iteration 206Q: 3 clusters Score -2923466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2923474.500000 Penalty: 3257.576660
	Iteration 207Q: 3 clusters Score -2923474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2923476.250000 Penalty: 3257.576660
	Iteration 208Q: 3 clusters Score -2923476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2923486.250000 Penalty: 3257.576660
	Iteration 209Q: 3 clusters Score -2923486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2923486.000000 Penalty: 3257.576660
	Iteration 210Q: 3 clusters Score -2923486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2923489.250000 Penalty: 3257.576660
	Iteration 211Q: 3 clusters Score -2923489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2923492.750000 Penalty: 3257.576660
	Iteration 212Q: 3 clusters Score -2923493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2923495.500000 Penalty: 3257.576660
	Iteration 213Q: 3 clusters Score -2923496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2923501.500000 Penalty: 3257.576660
	Iteration 214Q: 3 clusters Score -2923502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2923504.000000 Penalty: 3257.576660
	Iteration 215Q: 3 clusters Score -2923504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2923509.500000 Penalty: 3257.576660
	Iteration 216Q: 3 clusters Score -2923510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2923514.250000 Penalty: 3257.576660
	Iteration 217Q: 3 clusters Score -2923514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2923527.250000 Penalty: 3257.576660
	Iteration 218Q: 3 clusters Score -2923527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2923536.500000 Penalty: 3257.576660
	Iteration 219Q: 3 clusters Score -2923536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2923550.750000 Penalty: 3257.576660
	Iteration 220F: 3 clusters Score -2923551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2923556.750000 Penalty: 3257.576660
	Iteration 221Q: 3 clusters Score -2923557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2923565.000000 Penalty: 3257.576660
	Iteration 222Q: 3 clusters Score -2923565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2923576.250000 Penalty: 3257.576660
	Iteration 223Q: 3 clusters Score -2923576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2923588.250000 Penalty: 3257.576660
	Iteration 224Q: 3 clusters Score -2923588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2923592.750000 Penalty: 3257.576660
	Iteration 225Q: 3 clusters Score -2923593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2923601.250000 Penalty: 3257.576660
	Iteration 226Q: 3 clusters Score -2923601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2923614.250000 Penalty: 3257.576660
	Iteration 227Q: 3 clusters Score -2923614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2923629.250000 Penalty: 3257.576660
	Iteration 228Q: 3 clusters Score -2923629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2923632.250000 Penalty: 3257.576660
	Iteration 229Q: 3 clusters Score -2923632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2923641.250000 Penalty: 3257.576660
	Iteration 230Q: 3 clusters Score -2923641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2923653.250000 Penalty: 3257.576660
	Iteration 231Q: 3 clusters Score -2923653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2923676.250000 Penalty: 3257.576660
	Iteration 232Q: 3 clusters Score -2923676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2923699.750000 Penalty: 3257.576660
	Iteration 233Q: 3 clusters Score -2923700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2923709.750000 Penalty: 3257.576660
	Iteration 234Q: 3 clusters Score -2923710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2923732.750000 Penalty: 3257.576660
	Iteration 235Q: 3 clusters Score -2923733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2923749.000000 Penalty: 3257.576660
	Iteration 236Q: 3 clusters Score -2923749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2923760.000000 Penalty: 3257.576660
	Iteration 237Q: 3 clusters Score -2923760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2923756.250000 Penalty: 3257.576660
	Iteration 238Q: 3 clusters Score -2923756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2923769.750000 Penalty: 3257.576660
	Iteration 239Q: 3 clusters Score -2923770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2923784.500000 Penalty: 3257.576660
	Iteration 240F: 3 clusters Score -2923784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2923788.000000 Penalty: 3257.576660
	Iteration 241Q: 3 clusters Score -2923788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2923797.000000 Penalty: 3257.576660
	Iteration 242Q: 3 clusters Score -2923797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2923798.000000 Penalty: 3257.576660
	Iteration 243Q: 3 clusters Score -2923798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2923805.500000 Penalty: 3257.576660
	Iteration 244Q: 3 clusters Score -2923806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2923806.750000 Penalty: 3257.576660
	Iteration 245Q: 3 clusters Score -2923807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2923813.250000 Penalty: 3257.576660
	Iteration 246Q: 3 clusters Score -2923813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2923817.750000 Penalty: 3257.576660
	Iteration 247Q: 3 clusters Score -2923818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2923816.000000 Penalty: 3257.576660
	Iteration 248Q: 3 clusters Score -2923816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2923820.500000 Penalty: 3257.576660
	Iteration 249Q: 3 clusters Score -2923820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2923821.750000 Penalty: 3257.576660
	Iteration 250Q: 3 clusters Score -2923822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2923825.500000 Penalty: 3257.576660
	Iteration 251Q: 3 clusters Score -2923826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2923824.000000 Penalty: 3257.576660
	Iteration 252Q: 3 clusters Score -2923824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2923819.750000 Penalty: 3257.576660
	Iteration 253Q: 3 clusters Score -2923820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2923825.750000 Penalty: 3257.576660
	Iteration 254Q: 3 clusters Score -2923826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2923835.250000 Penalty: 3257.576660
	Iteration 255Q: 3 clusters Score -2923835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2923836.500000 Penalty: 3257.576660
	Iteration 256Q: 3 clusters Score -2923836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2923835.000000 Penalty: 3257.576660
	Iteration 257Q: 3 clusters Score -2923835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2923837.250000 Penalty: 3257.576660
	Iteration 258Q: 3 clusters Score -2923837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2923836.750000 Penalty: 3257.576660
	Iteration 259Q: 3 clusters Score -2923837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2923839.250000 Penalty: 3257.576660
	Iteration 260F: 3 clusters Score -2923839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2923840.750000 Penalty: 3257.576660
	Iteration 261Q: 3 clusters Score -2923841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2923842.250000 Penalty: 3257.576660
	Iteration 262Q: 3 clusters Score -2923842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2923844.000000 Penalty: 3257.576660
	Iteration 263Q: 3 clusters Score -2923844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2923848.500000 Penalty: 3257.576660
	Iteration 264Q: 3 clusters Score -2923848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2923852.000000 Penalty: 3257.576660
	Iteration 265Q: 3 clusters Score -2923852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2923850.750000 Penalty: 3257.576660
	Iteration 266Q: 3 clusters Score -2923851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2923849.000000 Penalty: 3257.576660
	Iteration 267Q: 3 clusters Score -2923849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2923858.000000 Penalty: 3257.576660
	Iteration 268Q: 3 clusters Score -2923858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2923860.000000 Penalty: 3257.576660
	Iteration 269Q: 3 clusters Score -2923860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2923858.000000 Penalty: 3257.576660
	Iteration 270Q: 3 clusters Score -2923858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2923860.500000 Penalty: 3257.576660
	Iteration 271Q: 3 clusters Score -2923860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2923862.750000 Penalty: 3257.576660
	Iteration 272Q: 3 clusters Score -2923863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2923857.750000 Penalty: 3257.576660
	Iteration 273Q: 3 clusters Score -2923858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2923865.750000 Penalty: 3257.576660
	Iteration 274Q: 3 clusters Score -2923866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2923867.000000 Penalty: 3257.576660
	Iteration 275Q: 3 clusters Score -2923867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2923873.750000 Penalty: 3257.576660
	Iteration 276Q: 3 clusters Score -2923874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2923867.500000 Penalty: 3257.576660
	Iteration 277Q: 3 clusters Score -2923868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2923863.500000 Penalty: 3257.576660
	Iteration 278Q: 3 clusters Score -2923864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2923866.500000 Penalty: 3257.576660
	Iteration 279Q: 3 clusters Score -2923866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2923875.500000 Penalty: 3257.576660
	Iteration 280F: 3 clusters Score -2923876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2923876.250000 Penalty: 3257.576660
	Iteration 281Q: 3 clusters Score -2923876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2923876.250000 Penalty: 3257.576660
	Iteration 282Q: 3 clusters Score -2923876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2923878.500000 Penalty: 3257.576660
	Iteration 283Q: 3 clusters Score -2923878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2923876.500000 Penalty: 3257.576660
	Iteration 284Q: 3 clusters Score -2923876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2923877.750000 Penalty: 3257.576660
	Iteration 285Q: 3 clusters Score -2923878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2923881.000000 Penalty: 3257.576660
	Iteration 286Q: 3 clusters Score -2923881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2923881.000000 Penalty: 3257.576660
	Iteration 287Q: 3 clusters Score -2923881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2923877.250000 Penalty: 3257.576660
	Iteration 288Q: 3 clusters Score -2923877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2923884.250000 Penalty: 3257.576660
	Iteration 289Q: 3 clusters Score -2923884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2923882.000000 Penalty: 3257.576660
	Iteration 290Q: 3 clusters Score -2923882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2923882.000000 Penalty: 3257.576660
	Iteration 291F: 3 clusters Score -2923882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -101230.335938 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -101230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99946.335938 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -99946.34 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100171.921875 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -100171.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100288.171875 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -100288.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100421.093750 Penalty: 2180.523926
	Iteration 3F: 3 clusters Score -100421.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100514.273438 Penalty: 2180.523926
	Iteration 4F: 3 clusters Score -100514.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100650.375000 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -100650.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100736.109375 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -100736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -100785.992188 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -100786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100813.304688 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -100813.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100827.648438 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -100827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100830.250000 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -100830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100831.562500 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -100831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100832.875000 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -100832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100836.273438 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -100836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100838.867188 Penalty: 2180.523926
	Iteration 14Q: 3 clusters Score -100838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100845.289062 Penalty: 2180.523926
	Iteration 15Q: 3 clusters Score -100845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100846.179688 Penalty: 2180.523926
	Iteration 16Q: 3 clusters Score -100846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100846.179688 Penalty: 2180.523926
	Iteration 17F: 3 clusters Score -100846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -52636.238281 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -52636.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51542.382812 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -51542.38 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51959.742188 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -51959.74 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52322.566406 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -52322.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52635.425781 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -52635.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52949.273438 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -52949.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53180.488281 Penalty: 2100.991211
	Iteration 5F: 3 clusters Score -53180.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53283.699219 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -53283.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53355.015625 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -53355.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53377.089844 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -53377.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53400.457031 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -53400.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53406.015625 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -53406.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53409.234375 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -53409.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53424.421875 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -53424.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53425.371094 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -53425.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53425.371094 Penalty: 2100.991211
	Iteration 14F: 3 clusters Score -53425.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 344 members 
Entering Unmasked Estep 
Score: -85997872.000000 Penalty: 113252.593750
Splitting cluster 7 changes total score from -85998224.000000 to -85997872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59016.367188 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59016.37 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59304.050781 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59304.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59450.796875 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59450.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59611.527344 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59611.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59698.339844 Penalty: 2079.002197
	Iteration 4F: 3 clusters Score -59698.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59769.863281 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59769.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59805.207031 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59805.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59840.367188 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59840.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59865.812500 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59865.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59882.957031 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59882.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59885.214844 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59885.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59886.226562 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59886.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59886.226562 Penalty: 2079.002197
	Iteration 12F: 3 clusters Score -59886.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Entering Unmasked Estep 
Score: -5653244.000000 Penalty: 1731.345215
	Iteration 0F: 2 clusters Score -5653244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5624967.000000 Penalty: 3462.690430
	Iteration 0F: 3 clusters Score -5624967 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5636314.500000 Penalty: 3462.690430
	Iteration 1F: 3 clusters Score -5636314 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -5636918.000000 Penalty: 3462.690430
	Iteration 2Q: 3 clusters Score -5636918 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5637560.500000 Penalty: 3462.690430
	Iteration 3Q: 3 clusters Score -5637560 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5638476.500000 Penalty: 3462.690430
	Iteration 4Q: 3 clusters Score -5638476 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5639881.000000 Penalty: 3462.690430
	Iteration 5F: 3 clusters Score -5639881 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5641883.000000 Penalty: 3462.690430
	Iteration 6F: 3 clusters Score -5641883 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5644415.500000 Penalty: 3462.690430
	Iteration 7F: 3 clusters Score -5644416 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -5646810.000000 Penalty: 3462.690430
	Iteration 8F: 3 clusters Score -5646810 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5648621.500000 Penalty: 3462.690430
	Iteration 9Q: 3 clusters Score -5648622 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5649809.000000 Penalty: 3462.690430
	Iteration 10Q: 3 clusters Score -5649809 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5650567.000000 Penalty: 3462.690430
	Iteration 11Q: 3 clusters Score -5650567 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5651036.500000 Penalty: 3462.690430
	Iteration 12Q: 3 clusters Score -5651036 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5651307.000000 Penalty: 3462.690430
	Iteration 13Q: 3 clusters Score -5651307 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5651476.000000 Penalty: 3462.690430
	Iteration 14Q: 3 clusters Score -5651476 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5651583.500000 Penalty: 3462.690430
	Iteration 15Q: 3 clusters Score -5651584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5651641.500000 Penalty: 3462.690430
	Iteration 16Q: 3 clusters Score -5651642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5651688.000000 Penalty: 3462.690430
	Iteration 17Q: 3 clusters Score -5651688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5651726.500000 Penalty: 3462.690430
	Iteration 18Q: 3 clusters Score -5651726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5651757.000000 Penalty: 3462.690430
	Iteration 19Q: 3 clusters Score -5651757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5651768.000000 Penalty: 3462.690430
	Iteration 20F: 3 clusters Score -5651768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5651789.000000 Penalty: 3462.690430
	Iteration 21Q: 3 clusters Score -5651789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5651798.000000 Penalty: 3462.690430
	Iteration 22Q: 3 clusters Score -5651798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5651803.000000 Penalty: 3462.690430
	Iteration 23Q: 3 clusters Score -5651803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5651801.500000 Penalty: 3462.690430
	Iteration 24Q: 3 clusters Score -5651802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5651809.000000 Penalty: 3462.690430
	Iteration 25Q: 3 clusters Score -5651809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5651809.000000 Penalty: 3462.690430
	Iteration 26Q: 3 clusters Score -5651809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5651813.000000 Penalty: 3462.690430
	Iteration 27Q: 3 clusters Score -5651813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5651814.500000 Penalty: 3462.690430
	Iteration 28Q: 3 clusters Score -5651814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5651815.500000 Penalty: 3462.690430
	Iteration 29Q: 3 clusters Score -5651816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5651814.000000 Penalty: 3462.690430
	Iteration 30Q: 3 clusters Score -5651814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5651817.000000 Penalty: 3462.690430
	Iteration 31Q: 3 clusters Score -5651817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5651825.500000 Penalty: 3462.690430
	Iteration 32Q: 3 clusters Score -5651826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5651828.500000 Penalty: 3462.690430
	Iteration 33Q: 3 clusters Score -5651828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5651832.500000 Penalty: 3462.690430
	Iteration 34Q: 3 clusters Score -5651832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5651832.000000 Penalty: 3462.690430
	Iteration 35Q: 3 clusters Score -5651832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5651831.500000 Penalty: 3462.690430
	Iteration 36Q: 3 clusters Score -5651832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5651832.000000 Penalty: 3462.690430
	Iteration 37Q: 3 clusters Score -5651832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5651832.000000 Penalty: 3462.690430
	Iteration 38F: 3 clusters Score -5651832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -1077111.000000 Penalty: 1462.096802
	Iteration 0F: 2 clusters Score -1077111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1071183.250000 Penalty: 2924.193604
	Iteration 0F: 3 clusters Score -1071183 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1073025.500000 Penalty: 2924.193604
	Iteration 1F: 3 clusters Score -1073026 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1073250.875000 Penalty: 2924.193604
	Iteration 2F: 3 clusters Score -1073251 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1073452.375000 Penalty: 2924.193604
	Iteration 3F: 3 clusters Score -1073452 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1073685.000000 Penalty: 2924.193604
	Iteration 4F: 3 clusters Score -1073685 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1073933.750000 Penalty: 2924.193604
	Iteration 5F: 3 clusters Score -1073934 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1074210.125000 Penalty: 2924.193604
	Iteration 6F: 3 clusters Score -1074210 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1074533.625000 Penalty: 2924.193604
	Iteration 7F: 3 clusters Score -1074534 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1074851.625000 Penalty: 2924.193604
	Iteration 8F: 3 clusters Score -1074852 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1075088.625000 Penalty: 2924.193604
	Iteration 9Q: 3 clusters Score -1075089 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1075260.875000 Penalty: 2924.193604
	Iteration 10Q: 3 clusters Score -1075261 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1075391.500000 Penalty: 2924.193604
	Iteration 11Q: 3 clusters Score -1075392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1075462.000000 Penalty: 2924.193604
	Iteration 12Q: 3 clusters Score -1075462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1075514.125000 Penalty: 2924.193604
	Iteration 13Q: 3 clusters Score -1075514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1075551.875000 Penalty: 2924.193604
	Iteration 14Q: 3 clusters Score -1075552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1075583.500000 Penalty: 2924.193604
	Iteration 15Q: 3 clusters Score -1075584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1075611.875000 Penalty: 2924.193604
	Iteration 16Q: 3 clusters Score -1075612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1075630.875000 Penalty: 2924.193604
	Iteration 17Q: 3 clusters Score -1075631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1075637.000000 Penalty: 2924.193604
	Iteration 18Q: 3 clusters Score -1075637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1075646.500000 Penalty: 2924.193604
	Iteration 19Q: 3 clusters Score -1075646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1075657.000000 Penalty: 2924.193604
	Iteration 20F: 3 clusters Score -1075657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1075670.125000 Penalty: 2924.193604
	Iteration 21Q: 3 clusters Score -1075670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1075687.875000 Penalty: 2924.193604
	Iteration 22Q: 3 clusters Score -1075688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1075703.875000 Penalty: 2924.193604
	Iteration 23Q: 3 clusters Score -1075704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1075718.875000 Penalty: 2924.193604
	Iteration 24Q: 3 clusters Score -1075719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1075730.500000 Penalty: 2924.193604
	Iteration 25Q: 3 clusters Score -1075730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1075746.875000 Penalty: 2924.193604
	Iteration 26Q: 3 clusters Score -1075747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1075768.000000 Penalty: 2924.193604
	Iteration 27Q: 3 clusters Score -1075768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1075787.875000 Penalty: 2924.193604
	Iteration 28Q: 3 clusters Score -1075788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1075803.125000 Penalty: 2924.193604
	Iteration 29Q: 3 clusters Score -1075803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1075822.875000 Penalty: 2924.193604
	Iteration 30Q: 3 clusters Score -1075823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1075834.750000 Penalty: 2924.193604
	Iteration 31Q: 3 clusters Score -1075835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1075847.375000 Penalty: 2924.193604
	Iteration 32Q: 3 clusters Score -1075847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1075853.500000 Penalty: 2924.193604
	Iteration 33Q: 3 clusters Score -1075854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1075863.375000 Penalty: 2924.193604
	Iteration 34Q: 3 clusters Score -1075863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1075868.250000 Penalty: 2924.193604
	Iteration 35Q: 3 clusters Score -1075868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1075875.625000 Penalty: 2924.193604
	Iteration 36Q: 3 clusters Score -1075876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1075876.500000 Penalty: 2924.193604
	Iteration 37Q: 3 clusters Score -1075876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1075881.125000 Penalty: 2924.193604
	Iteration 38Q: 3 clusters Score -1075881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1075886.500000 Penalty: 2924.193604
	Iteration 39Q: 3 clusters Score -1075886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1075886.875000 Penalty: 2924.193604
	Iteration 40F: 3 clusters Score -1075887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1075889.750000 Penalty: 2924.193604
	Iteration 41Q: 3 clusters Score -1075890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1075891.625000 Penalty: 2924.193604
	Iteration 42Q: 3 clusters Score -1075892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1075890.375000 Penalty: 2924.193604
	Iteration 43Q: 3 clusters Score -1075890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1075890.500000 Penalty: 2924.193604
	Iteration 44Q: 3 clusters Score -1075890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1075890.625000 Penalty: 2924.193604
	Iteration 45Q: 3 clusters Score -1075891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1075891.375000 Penalty: 2924.193604
	Iteration 46Q: 3 clusters Score -1075891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1075891.000000 Penalty: 2924.193604
	Iteration 47Q: 3 clusters Score -1075891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1075892.250000 Penalty: 2924.193604
	Iteration 48Q: 3 clusters Score -1075892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1075891.625000 Penalty: 2924.193604
	Iteration 49Q: 3 clusters Score -1075892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1075892.875000 Penalty: 2924.193604
	Iteration 50Q: 3 clusters Score -1075893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1075892.625000 Penalty: 2924.193604
	Iteration 51Q: 3 clusters Score -1075893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1075892.625000 Penalty: 2924.193604
	Iteration 52F: 3 clusters Score -1075893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -256673.109375 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -256673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254578.734375 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -254578.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255019.718750 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -255019.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255136.953125 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -255137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255202.343750 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -255202.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255240.078125 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -255240.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -255267.328125 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -255267.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -255286.843750 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -255286.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -255299.109375 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -255299.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255308.750000 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -255308.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255323.437500 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -255323.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255335.062500 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -255335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -255342.875000 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -255342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -255347.578125 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -255347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -255352.234375 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -255352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -255354.500000 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -255354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255357.718750 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -255357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -255360.093750 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -255360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -255362.046875 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -255362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -255363.234375 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -255363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -255364.921875 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -255364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -255365.437500 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -255365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Entering Unmasked Estep 
Score: -2162099.250000 Penalty: 1586.012939
	Iteration 0F: 2 clusters Score -2162099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2150213.000000 Penalty: 3172.025879
	Iteration 0F: 3 clusters Score -2150213 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2154570.500000 Penalty: 3172.025879
	Iteration 1F: 3 clusters Score -2154570 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2154958.750000 Penalty: 3172.025879
	Iteration 2F: 3 clusters Score -2154959 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2155400.000000 Penalty: 3172.025879
	Iteration 3F: 3 clusters Score -2155400 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2155891.750000 Penalty: 3172.025879
	Iteration 4F: 3 clusters Score -2155892 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2156538.500000 Penalty: 3172.025879
	Iteration 5F: 3 clusters Score -2156538 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2157404.250000 Penalty: 3172.025879
	Iteration 6F: 3 clusters Score -2157404 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2158437.250000 Penalty: 3172.025879
	Iteration 7F: 3 clusters Score -2158437 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2159438.000000 Penalty: 3172.025879
	Iteration 8F: 3 clusters Score -2159438 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2160174.000000 Penalty: 3172.025879
	Iteration 9F: 3 clusters Score -2160174 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2160575.000000 Penalty: 3172.025879
	Iteration 10Q: 3 clusters Score -2160575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2160778.000000 Penalty: 3172.025879
	Iteration 11Q: 3 clusters Score -2160778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2160879.250000 Penalty: 3172.025879
	Iteration 12Q: 3 clusters Score -2160879 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2160930.250000 Penalty: 3172.025879
	Iteration 13Q: 3 clusters Score -2160930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2160960.750000 Penalty: 3172.025879
	Iteration 14Q: 3 clusters Score -2160961 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2160989.250000 Penalty: 3172.025879
	Iteration 15Q: 3 clusters Score -2160989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2161005.500000 Penalty: 3172.025879
	Iteration 16Q: 3 clusters Score -2161006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2161020.500000 Penalty: 3172.025879
	Iteration 17Q: 3 clusters Score -2161020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2161032.250000 Penalty: 3172.025879
	Iteration 18Q: 3 clusters Score -2161032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2161037.750000 Penalty: 3172.025879
	Iteration 19Q: 3 clusters Score -2161038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2161039.000000 Penalty: 3172.025879
	Iteration 20F: 3 clusters Score -2161039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2161041.500000 Penalty: 3172.025879
	Iteration 21Q: 3 clusters Score -2161042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2161050.000000 Penalty: 3172.025879
	Iteration 22Q: 3 clusters Score -2161050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2161056.250000 Penalty: 3172.025879
	Iteration 23Q: 3 clusters Score -2161056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2161054.250000 Penalty: 3172.025879
	Iteration 24Q: 3 clusters Score -2161054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2161059.000000 Penalty: 3172.025879
	Iteration 25Q: 3 clusters Score -2161059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2161060.500000 Penalty: 3172.025879
	Iteration 26Q: 3 clusters Score -2161060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2161070.750000 Penalty: 3172.025879
	Iteration 27Q: 3 clusters Score -2161071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2161078.750000 Penalty: 3172.025879
	Iteration 28Q: 3 clusters Score -2161079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2161077.750000 Penalty: 3172.025879
	Iteration 29Q: 3 clusters Score -2161078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2161081.750000 Penalty: 3172.025879
	Iteration 30Q: 3 clusters Score -2161082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2161081.500000 Penalty: 3172.025879
	Iteration 31Q: 3 clusters Score -2161082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2161085.250000 Penalty: 3172.025879
	Iteration 32Q: 3 clusters Score -2161085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2161090.000000 Penalty: 3172.025879
	Iteration 33Q: 3 clusters Score -2161090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2161089.750000 Penalty: 3172.025879
	Iteration 34Q: 3 clusters Score -2161090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2161092.000000 Penalty: 3172.025879
	Iteration 35Q: 3 clusters Score -2161092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2161087.250000 Penalty: 3172.025879
	Iteration 36Q: 3 clusters Score -2161087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2161090.000000 Penalty: 3172.025879
	Iteration 37Q: 3 clusters Score -2161090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2161090.000000 Penalty: 3172.025879
	Iteration 38Q: 3 clusters Score -2161090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2161096.750000 Penalty: 3172.025879
	Iteration 39Q: 3 clusters Score -2161097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2161092.750000 Penalty: 3172.025879
	Iteration 40F: 3 clusters Score -2161093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2161094.750000 Penalty: 3172.025879
	Iteration 41Q: 3 clusters Score -2161095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2161094.750000 Penalty: 3172.025879
	Iteration 42F: 3 clusters Score -2161095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13359.822266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12632.246094 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -12632.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12892.112305 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -12892.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13127.174805 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -13127.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13218.869141 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -13218.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13248.789062 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -13248.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13262.429688 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -13262.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13262.429688 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -13262.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -116121.851562 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -116121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114730.289062 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -114730.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115147.335938 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -115147.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115399.515625 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -115399.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -115540.085938 Penalty: 2238.454590
	Iteration 3F: 3 clusters Score -115540.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115608.851562 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -115608.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115644.601562 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -115644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115672.320312 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -115672.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -115703.031250 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -115703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115734.500000 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -115734.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115761.843750 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -115761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115770.179688 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -115770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115773.789062 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -115773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115776.445312 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -115776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115779.367188 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -115779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115780.320312 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -115780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115782.906250 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -115782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115784.367188 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -115784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115784.367188 Penalty: 2238.454590
	Iteration 17F: 3 clusters Score -115784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Entering Unmasked Estep 
Score: -9038593.000000 Penalty: 1807.921875
	Iteration 0F: 2 clusters Score -9038593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8994821.000000 Penalty: 3615.843750
	Iteration 0F: 3 clusters Score -8994821 nChanged 32174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -9013218.000000 Penalty: 3615.843750
	Iteration 1F: 3 clusters Score -9013218 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -9013946.000000 Penalty: 3615.843750
	Iteration 2Q: 3 clusters Score -9013946 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -9014801.000000 Penalty: 3615.843750
	Iteration 3Q: 3 clusters Score -9014801 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -9015941.000000 Penalty: 3615.843750
	Iteration 4Q: 3 clusters Score -9015941 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9017676.000000 Penalty: 3615.843750
	Iteration 5Q: 3 clusters Score -9017676 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9020335.000000 Penalty: 3615.843750
	Iteration 6F: 3 clusters Score -9020335 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -9024073.000000 Penalty: 3615.843750
	Iteration 7F: 3 clusters Score -9024073 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -9028469.000000 Penalty: 3615.843750
	Iteration 8F: 3 clusters Score -9028469 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -9032318.000000 Penalty: 3615.843750
	Iteration 9F: 3 clusters Score -9032318 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -9034803.000000 Penalty: 3615.843750
	Iteration 10Q: 3 clusters Score -9034803 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -9036465.000000 Penalty: 3615.843750
	Iteration 11Q: 3 clusters Score -9036465 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -9037438.000000 Penalty: 3615.843750
	Iteration 12Q: 3 clusters Score -9037438 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -9038017.000000 Penalty: 3615.843750
	Iteration 13Q: 3 clusters Score -9038017 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -9038339.000000 Penalty: 3615.843750
	Iteration 14Q: 3 clusters Score -9038339 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -9038434.000000 Penalty: 3615.843750
	Iteration 15Q: 3 clusters Score -9038434 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -9038536.000000 Penalty: 3615.843750
	Iteration 16Q: 3 clusters Score -9038536 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -9038579.000000 Penalty: 3615.843750
	Iteration 17Q: 3 clusters Score -9038579 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -9038601.000000 Penalty: 3615.843750
	Iteration 18Q: 3 clusters Score -9038601 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -9038608.000000 Penalty: 3615.843750
	Iteration 19Q: 3 clusters Score -9038608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -9038638.000000 Penalty: 3615.843750
	Iteration 20F: 3 clusters Score -9038638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -9038611.000000 Penalty: 3615.843750
	Iteration 21Q: 3 clusters Score -9038611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -9038606.000000 Penalty: 3615.843750
	Iteration 22Q: 3 clusters Score -9038606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -9038634.000000 Penalty: 3615.843750
	Iteration 23Q: 3 clusters Score -9038634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -9038655.000000 Penalty: 3615.843750
	Iteration 24Q: 3 clusters Score -9038655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -9038648.000000 Penalty: 3615.843750
	Iteration 25Q: 3 clusters Score -9038648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -9038660.000000 Penalty: 3615.843750
	Iteration 26Q: 3 clusters Score -9038660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -9038660.000000 Penalty: 3615.843750
	Iteration 27Q: 3 clusters Score -9038660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -9038664.000000 Penalty: 3615.843750
	Iteration 28Q: 3 clusters Score -9038664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -9038681.000000 Penalty: 3615.843750
	Iteration 29Q: 3 clusters Score -9038681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -9038690.000000 Penalty: 3615.843750
	Iteration 30Q: 3 clusters Score -9038690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -9038688.000000 Penalty: 3615.843750
	Iteration 31Q: 3 clusters Score -9038688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -9038686.000000 Penalty: 3615.843750
	Iteration 32Q: 3 clusters Score -9038686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -9038698.000000 Penalty: 3615.843750
	Iteration 33Q: 3 clusters Score -9038698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -9038689.000000 Penalty: 3615.843750
	Iteration 34Q: 3 clusters Score -9038689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -9038694.000000 Penalty: 3615.843750
	Iteration 35Q: 3 clusters Score -9038694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -9038691.000000 Penalty: 3615.843750
	Iteration 36Q: 3 clusters Score -9038691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -9038692.000000 Penalty: 3615.843750
	Iteration 37Q: 3 clusters Score -9038692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -9038686.000000 Penalty: 3615.843750
	Iteration 38Q: 3 clusters Score -9038686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -9038702.000000 Penalty: 3615.843750
	Iteration 39Q: 3 clusters Score -9038702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -9038700.000000 Penalty: 3615.843750
	Iteration 40F: 3 clusters Score -9038700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -9038714.000000 Penalty: 3615.843750
	Iteration 41Q: 3 clusters Score -9038714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -9038690.000000 Penalty: 3615.843750
	Iteration 42Q: 3 clusters Score -9038690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -9038705.000000 Penalty: 3615.843750
	Iteration 43Q: 3 clusters Score -9038705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -9038694.000000 Penalty: 3615.843750
	Iteration 44Q: 3 clusters Score -9038694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -9038699.000000 Penalty: 3615.843750
	Iteration 45Q: 3 clusters Score -9038699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -9038691.000000 Penalty: 3615.843750
	Iteration 46Q: 3 clusters Score -9038691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -9038688.000000 Penalty: 3615.843750
	Iteration 47Q: 3 clusters Score -9038688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -9038700.000000 Penalty: 3615.843750
	Iteration 48Q: 3 clusters Score -9038700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -9038670.000000 Penalty: 3615.843750
	Iteration 49Q: 3 clusters Score -9038670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -9038674.000000 Penalty: 3615.843750
	Iteration 50Q: 3 clusters Score -9038674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -9038669.000000 Penalty: 3615.843750
	Iteration 51Q: 3 clusters Score -9038669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -9038667.000000 Penalty: 3615.843750
	Iteration 52Q: 3 clusters Score -9038667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9038672.000000 Penalty: 3615.843750
	Iteration 53Q: 3 clusters Score -9038672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -9038678.000000 Penalty: 3615.843750
	Iteration 54Q: 3 clusters Score -9038678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -9038674.000000 Penalty: 3615.843750
	Iteration 55Q: 3 clusters Score -9038674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9038674.000000 Penalty: 3615.843750
	Iteration 56Q: 3 clusters Score -9038674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -9038703.000000 Penalty: 3615.843750
	Iteration 57Q: 3 clusters Score -9038703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -9038726.000000 Penalty: 3615.843750
	Iteration 58Q: 3 clusters Score -9038726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9038709.000000 Penalty: 3615.843750
	Iteration 59Q: 3 clusters Score -9038709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -9038741.000000 Penalty: 3615.843750
	Iteration 60F: 3 clusters Score -9038741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -9038726.000000 Penalty: 3615.843750
	Iteration 61Q: 3 clusters Score -9038726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -9038715.000000 Penalty: 3615.843750
	Iteration 62Q: 3 clusters Score -9038715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -9038711.000000 Penalty: 3615.843750
	Iteration 63Q: 3 clusters Score -9038711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -9038707.000000 Penalty: 3615.843750
	Iteration 64Q: 3 clusters Score -9038707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -9038705.000000 Penalty: 3615.843750
	Iteration 65Q: 3 clusters Score -9038705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -9038732.000000 Penalty: 3615.843750
	Iteration 66Q: 3 clusters Score -9038732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -9038730.000000 Penalty: 3615.843750
	Iteration 67Q: 3 clusters Score -9038730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -9038734.000000 Penalty: 3615.843750
	Iteration 68Q: 3 clusters Score -9038734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -9038718.000000 Penalty: 3615.843750
	Iteration 69Q: 3 clusters Score -9038718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -9038719.000000 Penalty: 3615.843750
	Iteration 70Q: 3 clusters Score -9038719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -9038717.000000 Penalty: 3615.843750
	Iteration 71Q: 3 clusters Score -9038717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -9038710.000000 Penalty: 3615.843750
	Iteration 72Q: 3 clusters Score -9038710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -9038711.000000 Penalty: 3615.843750
	Iteration 73Q: 3 clusters Score -9038711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -9038722.000000 Penalty: 3615.843750
	Iteration 74Q: 3 clusters Score -9038722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -9038708.000000 Penalty: 3615.843750
	Iteration 75Q: 3 clusters Score -9038708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -9038709.000000 Penalty: 3615.843750
	Iteration 76Q: 3 clusters Score -9038709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -9038717.000000 Penalty: 3615.843750
	Iteration 77Q: 3 clusters Score -9038717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -9038718.000000 Penalty: 3615.843750
	Iteration 78Q: 3 clusters Score -9038718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -9038718.000000 Penalty: 3615.843750
	Iteration 79Q: 3 clusters Score -9038718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -9038716.000000 Penalty: 3615.843750
	Iteration 80F: 3 clusters Score -9038716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -9038722.000000 Penalty: 3615.843750
	Iteration 81Q: 3 clusters Score -9038722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -9038713.000000 Penalty: 3615.843750
	Iteration 82Q: 3 clusters Score -9038713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -9038721.000000 Penalty: 3615.843750
	Iteration 83Q: 3 clusters Score -9038721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -9038726.000000 Penalty: 3615.843750
	Iteration 84Q: 3 clusters Score -9038726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -9038720.000000 Penalty: 3615.843750
	Iteration 85Q: 3 clusters Score -9038720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -9038722.000000 Penalty: 3615.843750
	Iteration 86Q: 3 clusters Score -9038722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -9038728.000000 Penalty: 3615.843750
	Iteration 87Q: 3 clusters Score -9038728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -9038725.000000 Penalty: 3615.843750
	Iteration 88Q: 3 clusters Score -9038725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -9038732.000000 Penalty: 3615.843750
	Iteration 89Q: 3 clusters Score -9038732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -9038736.000000 Penalty: 3615.843750
	Iteration 90Q: 3 clusters Score -9038736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -9038731.000000 Penalty: 3615.843750
	Iteration 91Q: 3 clusters Score -9038731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -9038734.000000 Penalty: 3615.843750
	Iteration 92Q: 3 clusters Score -9038734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -9038741.000000 Penalty: 3615.843750
	Iteration 93Q: 3 clusters Score -9038741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -9038737.000000 Penalty: 3615.843750
	Iteration 94Q: 3 clusters Score -9038737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -9038729.000000 Penalty: 3615.843750
	Iteration 95Q: 3 clusters Score -9038729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -9038741.000000 Penalty: 3615.843750
	Iteration 96Q: 3 clusters Score -9038741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -9038744.000000 Penalty: 3615.843750
	Iteration 97Q: 3 clusters Score -9038744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -9038742.000000 Penalty: 3615.843750
	Iteration 98Q: 3 clusters Score -9038742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -9038740.000000 Penalty: 3615.843750
	Iteration 99Q: 3 clusters Score -9038740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -9038742.000000 Penalty: 3615.843750
	Iteration 100F: 3 clusters Score -9038742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -9038728.000000 Penalty: 3615.843750
	Iteration 101Q: 3 clusters Score -9038728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -9038738.000000 Penalty: 3615.843750
	Iteration 102Q: 3 clusters Score -9038738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -9038718.000000 Penalty: 3615.843750
	Iteration 103Q: 3 clusters Score -9038718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -9038715.000000 Penalty: 3615.843750
	Iteration 104Q: 3 clusters Score -9038715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -9038708.000000 Penalty: 3615.843750
	Iteration 105Q: 3 clusters Score -9038708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -9038713.000000 Penalty: 3615.843750
	Iteration 106Q: 3 clusters Score -9038713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -9038727.000000 Penalty: 3615.843750
	Iteration 107Q: 3 clusters Score -9038727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -9038736.000000 Penalty: 3615.843750
	Iteration 108Q: 3 clusters Score -9038736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -9038728.000000 Penalty: 3615.843750
	Iteration 109Q: 3 clusters Score -9038728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -9038722.000000 Penalty: 3615.843750
	Iteration 110Q: 3 clusters Score -9038722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -9038723.000000 Penalty: 3615.843750
	Iteration 111Q: 3 clusters Score -9038723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9038730.000000 Penalty: 3615.843750
	Iteration 112Q: 3 clusters Score -9038730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -9038724.000000 Penalty: 3615.843750
	Iteration 113Q: 3 clusters Score -9038724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -9038729.000000 Penalty: 3615.843750
	Iteration 114Q: 3 clusters Score -9038729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -9038730.000000 Penalty: 3615.843750
	Iteration 115Q: 3 clusters Score -9038730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -9038728.000000 Penalty: 3615.843750
	Iteration 116Q: 3 clusters Score -9038728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -9038734.000000 Penalty: 3615.843750
	Iteration 117Q: 3 clusters Score -9038734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9038740.000000 Penalty: 3615.843750
	Iteration 118Q: 3 clusters Score -9038740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -9038742.000000 Penalty: 3615.843750
	Iteration 119Q: 3 clusters Score -9038742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -9038742.000000 Penalty: 3615.843750
	Iteration 120F: 3 clusters Score -9038742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 45908 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 21984 members 
Entering Unmasked Estep 
Score: -85998128.000000 Penalty: 113252.593750
Splitting cluster 15 changes total score from -85998224.000000 to -85998128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66129.257812 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66129.26 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66434.960938 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66434.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66533.695312 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66533.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66631.718750 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -66631.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66761.632812 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -66761.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66923.031250 Penalty: 2085.437988
	Iteration 5F: 3 clusters Score -66923.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67008.445312 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67008.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67078.359375 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67078.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67141.656250 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -67141.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67190.703125 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -67190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67220.062500 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -67220.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67236.601562 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -67236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67236.601562 Penalty: 2085.437988
	Iteration 12F: 3 clusters Score -67236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 185 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 427 members 
Entering Unmasked Estep 
Score: -85997104.000000 Penalty: 113252.593750
Splitting cluster 16 changes total score from -85998224.000000 to -85997104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -259523.812500 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -259523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -257423.406250 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -257423.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257969.078125 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -257969.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258204.093750 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -258204.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258374.406250 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -258374.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258500.671875 Penalty: 2481.159668
	Iteration 4Q: 3 clusters Score -258500.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -258600.843750 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -258600.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258662.734375 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -258662.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -258730.156250 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -258730.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -258806.078125 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -258806.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -258921.859375 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -258921.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -259016.328125 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -259016.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259076.578125 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -259076.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -259111.921875 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -259111.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259141.437500 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -259141.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -259153.765625 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -259153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259161.781250 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -259161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -259168.531250 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -259168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259172.203125 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -259172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259177.078125 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -259177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -259178.359375 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -259178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259180.921875 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -259180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259182.546875 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -259182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -259186.296875 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -259186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -259189.281250 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -259189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259191.093750 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -259191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259192.078125 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -259192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259192.078125 Penalty: 2481.159668
	Iteration 26F: 3 clusters Score -259192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1486647.500000 Penalty: 1520.546143
	Iteration 0F: 2 clusters Score -1486648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1478466.750000 Penalty: 3041.092285
	Iteration 0F: 3 clusters Score -1478467 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1481272.250000 Penalty: 3041.092285
	Iteration 1F: 3 clusters Score -1481272 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1481762.375000 Penalty: 3041.092285
	Iteration 2F: 3 clusters Score -1481762 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1482297.500000 Penalty: 3041.092285
	Iteration 3F: 3 clusters Score -1482298 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1482889.125000 Penalty: 3041.092285
	Iteration 4F: 3 clusters Score -1482889 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1483475.625000 Penalty: 3041.092285
	Iteration 5F: 3 clusters Score -1483476 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1483965.875000 Penalty: 3041.092285
	Iteration 6F: 3 clusters Score -1483966 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1484379.000000 Penalty: 3041.092285
	Iteration 7F: 3 clusters Score -1484379 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1484703.125000 Penalty: 3041.092285
	Iteration 8Q: 3 clusters Score -1484703 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1484994.250000 Penalty: 3041.092285
	Iteration 9Q: 3 clusters Score -1484994 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1485186.250000 Penalty: 3041.092285
	Iteration 10Q: 3 clusters Score -1485186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1485373.750000 Penalty: 3041.092285
	Iteration 11Q: 3 clusters Score -1485374 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1485514.125000 Penalty: 3041.092285
	Iteration 12Q: 3 clusters Score -1485514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1485615.875000 Penalty: 3041.092285
	Iteration 13Q: 3 clusters Score -1485616 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1485676.500000 Penalty: 3041.092285
	Iteration 14Q: 3 clusters Score -1485676 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1485720.000000 Penalty: 3041.092285
	Iteration 15Q: 3 clusters Score -1485720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1485749.000000 Penalty: 3041.092285
	Iteration 16Q: 3 clusters Score -1485749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1485777.750000 Penalty: 3041.092285
	Iteration 17Q: 3 clusters Score -1485778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1485798.750000 Penalty: 3041.092285
	Iteration 18Q: 3 clusters Score -1485799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1485815.125000 Penalty: 3041.092285
	Iteration 19Q: 3 clusters Score -1485815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1485823.625000 Penalty: 3041.092285
	Iteration 20F: 3 clusters Score -1485824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1485826.125000 Penalty: 3041.092285
	Iteration 21Q: 3 clusters Score -1485826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1485833.750000 Penalty: 3041.092285
	Iteration 22Q: 3 clusters Score -1485834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1485848.125000 Penalty: 3041.092285
	Iteration 23Q: 3 clusters Score -1485848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1485850.375000 Penalty: 3041.092285
	Iteration 24Q: 3 clusters Score -1485850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1485858.000000 Penalty: 3041.092285
	Iteration 25Q: 3 clusters Score -1485858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1485859.125000 Penalty: 3041.092285
	Iteration 26Q: 3 clusters Score -1485859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1485866.750000 Penalty: 3041.092285
	Iteration 27Q: 3 clusters Score -1485867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1485875.875000 Penalty: 3041.092285
	Iteration 28Q: 3 clusters Score -1485876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1485878.750000 Penalty: 3041.092285
	Iteration 29Q: 3 clusters Score -1485879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1485883.000000 Penalty: 3041.092285
	Iteration 30Q: 3 clusters Score -1485883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1485888.000000 Penalty: 3041.092285
	Iteration 31Q: 3 clusters Score -1485888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1485895.375000 Penalty: 3041.092285
	Iteration 32Q: 3 clusters Score -1485895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1485900.875000 Penalty: 3041.092285
	Iteration 33Q: 3 clusters Score -1485901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1485900.750000 Penalty: 3041.092285
	Iteration 34Q: 3 clusters Score -1485901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1485907.875000 Penalty: 3041.092285
	Iteration 35Q: 3 clusters Score -1485908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1485906.125000 Penalty: 3041.092285
	Iteration 36Q: 3 clusters Score -1485906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1485911.625000 Penalty: 3041.092285
	Iteration 37Q: 3 clusters Score -1485912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1485913.625000 Penalty: 3041.092285
	Iteration 38Q: 3 clusters Score -1485914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1485919.625000 Penalty: 3041.092285
	Iteration 39Q: 3 clusters Score -1485920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1485916.875000 Penalty: 3041.092285
	Iteration 40F: 3 clusters Score -1485917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1485921.000000 Penalty: 3041.092285
	Iteration 41Q: 3 clusters Score -1485921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1485919.250000 Penalty: 3041.092285
	Iteration 42Q: 3 clusters Score -1485919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1485923.625000 Penalty: 3041.092285
	Iteration 43Q: 3 clusters Score -1485924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1485926.375000 Penalty: 3041.092285
	Iteration 44Q: 3 clusters Score -1485926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1485925.875000 Penalty: 3041.092285
	Iteration 45Q: 3 clusters Score -1485926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1485925.750000 Penalty: 3041.092285
	Iteration 46Q: 3 clusters Score -1485926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1485925.250000 Penalty: 3041.092285
	Iteration 47Q: 3 clusters Score -1485925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1485924.750000 Penalty: 3041.092285
	Iteration 48Q: 3 clusters Score -1485925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1485922.875000 Penalty: 3041.092285
	Iteration 49Q: 3 clusters Score -1485923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1485922.875000 Penalty: 3041.092285
	Iteration 50Q: 3 clusters Score -1485923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1485922.750000 Penalty: 3041.092285
	Iteration 51Q: 3 clusters Score -1485923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1485921.125000 Penalty: 3041.092285
	Iteration 52Q: 3 clusters Score -1485921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1485921.250000 Penalty: 3041.092285
	Iteration 53Q: 3 clusters Score -1485921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1485921.250000 Penalty: 3041.092285
	Iteration 54F: 3 clusters Score -1485921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12671.642578 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12671.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12966.680664 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -12966.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13168.681641 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13168.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13313.153320 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -13313.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13448.291992 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13448.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13493.000000 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13532.698242 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13575.309570 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13575.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13578.798828 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13593.340820 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -13593.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13633.112305 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -13633.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13642.457031 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -13642.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13645.035156 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -13645.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13649.130859 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -13649.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13655.417969 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -13655.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13670.176758 Penalty: 1858.033936
	Iteration 15Q: 3 clusters Score -13670.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13670.927734 Penalty: 1858.033936
	Iteration 16Q: 3 clusters Score -13670.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13670.927734 Penalty: 1858.033936
	Iteration 17F: 3 clusters Score -13670.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 126 members 
Entering Unmasked Estep 
Score: -85997136.000000 Penalty: 113252.593750
Splitting cluster 19 changes total score from -85998224.000000 to -85997136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25060.761719 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25060.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25243.472656 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25243.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25356.103516 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -25356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25422.562500 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25422.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25437.914062 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25437.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25447.591797 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25447.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25447.591797 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -25447.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -645824.437500 Penalty: 1382.836914
	Iteration 0F: 2 clusters Score -645824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -641880.500000 Penalty: 2765.673828
	Iteration 0F: 3 clusters Score -641880.5 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -643094.625000 Penalty: 2765.673828
	Iteration 1F: 3 clusters Score -643094.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -643371.062500 Penalty: 2765.673828
	Iteration 2F: 3 clusters Score -643371.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -643648.187500 Penalty: 2765.673828
	Iteration 3F: 3 clusters Score -643648.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -643911.562500 Penalty: 2765.673828
	Iteration 4F: 3 clusters Score -643911.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -644137.250000 Penalty: 2765.673828
	Iteration 5F: 3 clusters Score -644137.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -644317.875000 Penalty: 2765.673828
	Iteration 6Q: 3 clusters Score -644317.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -644449.125000 Penalty: 2765.673828
	Iteration 7Q: 3 clusters Score -644449.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -644556.062500 Penalty: 2765.673828
	Iteration 8Q: 3 clusters Score -644556.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -644620.937500 Penalty: 2765.673828
	Iteration 9Q: 3 clusters Score -644620.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -644655.187500 Penalty: 2765.673828
	Iteration 10Q: 3 clusters Score -644655.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -644685.687500 Penalty: 2765.673828
	Iteration 11Q: 3 clusters Score -644685.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -644714.312500 Penalty: 2765.673828
	Iteration 12Q: 3 clusters Score -644714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -644729.125000 Penalty: 2765.673828
	Iteration 13Q: 3 clusters Score -644729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -644738.937500 Penalty: 2765.673828
	Iteration 14Q: 3 clusters Score -644738.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -644750.000000 Penalty: 2765.673828
	Iteration 15Q: 3 clusters Score -644750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -644762.687500 Penalty: 2765.673828
	Iteration 16Q: 3 clusters Score -644762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -644775.062500 Penalty: 2765.673828
	Iteration 17Q: 3 clusters Score -644775.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -644782.000000 Penalty: 2765.673828
	Iteration 18Q: 3 clusters Score -644782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -644786.750000 Penalty: 2765.673828
	Iteration 19Q: 3 clusters Score -644786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -644792.625000 Penalty: 2765.673828
	Iteration 20F: 3 clusters Score -644792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -644794.625000 Penalty: 2765.673828
	Iteration 21Q: 3 clusters Score -644794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -644796.125000 Penalty: 2765.673828
	Iteration 22Q: 3 clusters Score -644796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -644795.937500 Penalty: 2765.673828
	Iteration 23Q: 3 clusters Score -644795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -644796.750000 Penalty: 2765.673828
	Iteration 24Q: 3 clusters Score -644796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -644797.625000 Penalty: 2765.673828
	Iteration 25Q: 3 clusters Score -644797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -644798.437500 Penalty: 2765.673828
	Iteration 26Q: 3 clusters Score -644798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -644799.750000 Penalty: 2765.673828
	Iteration 27Q: 3 clusters Score -644799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -644800.187500 Penalty: 2765.673828
	Iteration 28Q: 3 clusters Score -644800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -644801.062500 Penalty: 2765.673828
	Iteration 29Q: 3 clusters Score -644801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -644801.062500 Penalty: 2765.673828
	Iteration 30F: 3 clusters Score -644801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Entering Unmasked Estep 
Score: -2429361.250000 Penalty: 1598.038574
	Iteration 0F: 2 clusters Score -2429361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2416650.500000 Penalty: 3196.077148
	Iteration 0F: 3 clusters Score -2416650 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2421166.250000 Penalty: 3196.077148
	Iteration 1F: 3 clusters Score -2421166 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2421419.750000 Penalty: 3196.077148
	Iteration 2Q: 3 clusters Score -2421420 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2421636.750000 Penalty: 3196.077148
	Iteration 3Q: 3 clusters Score -2421637 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2421875.750000 Penalty: 3196.077148
	Iteration 4Q: 3 clusters Score -2421876 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2422123.000000 Penalty: 3196.077148
	Iteration 5Q: 3 clusters Score -2422123 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2422373.500000 Penalty: 3196.077148
	Iteration 6Q: 3 clusters Score -2422374 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2422608.500000 Penalty: 3196.077148
	Iteration 7Q: 3 clusters Score -2422608 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2422883.500000 Penalty: 3196.077148
	Iteration 8Q: 3 clusters Score -2422884 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2423242.250000 Penalty: 3196.077148
	Iteration 9Q: 3 clusters Score -2423242 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2423662.500000 Penalty: 3196.077148
	Iteration 10Q: 3 clusters Score -2423662 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2424147.750000 Penalty: 3196.077148
	Iteration 11Q: 3 clusters Score -2424148 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2424687.500000 Penalty: 3196.077148
	Iteration 12Q: 3 clusters Score -2424688 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2425200.500000 Penalty: 3196.077148
	Iteration 13Q: 3 clusters Score -2425200 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2425619.000000 Penalty: 3196.077148
	Iteration 14Q: 3 clusters Score -2425619 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2425973.500000 Penalty: 3196.077148
	Iteration 15Q: 3 clusters Score -2425974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2426262.000000 Penalty: 3196.077148
	Iteration 16Q: 3 clusters Score -2426262 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2426520.750000 Penalty: 3196.077148
	Iteration 17Q: 3 clusters Score -2426521 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2426767.000000 Penalty: 3196.077148
	Iteration 18Q: 3 clusters Score -2426767 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2427030.250000 Penalty: 3196.077148
	Iteration 19Q: 3 clusters Score -2427030 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2427246.000000 Penalty: 3196.077148
	Iteration 20F: 3 clusters Score -2427246 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2427418.250000 Penalty: 3196.077148
	Iteration 21Q: 3 clusters Score -2427418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2427541.500000 Penalty: 3196.077148
	Iteration 22Q: 3 clusters Score -2427542 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2427619.750000 Penalty: 3196.077148
	Iteration 23Q: 3 clusters Score -2427620 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2427679.500000 Penalty: 3196.077148
	Iteration 24Q: 3 clusters Score -2427680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2427729.750000 Penalty: 3196.077148
	Iteration 25Q: 3 clusters Score -2427730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2427778.500000 Penalty: 3196.077148
	Iteration 26Q: 3 clusters Score -2427778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2427821.250000 Penalty: 3196.077148
	Iteration 27Q: 3 clusters Score -2427821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2427868.500000 Penalty: 3196.077148
	Iteration 28Q: 3 clusters Score -2427868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2427883.250000 Penalty: 3196.077148
	Iteration 29Q: 3 clusters Score -2427883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2427899.750000 Penalty: 3196.077148
	Iteration 30Q: 3 clusters Score -2427900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2427905.750000 Penalty: 3196.077148
	Iteration 31Q: 3 clusters Score -2427906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2427910.000000 Penalty: 3196.077148
	Iteration 32Q: 3 clusters Score -2427910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2427915.250000 Penalty: 3196.077148
	Iteration 33Q: 3 clusters Score -2427915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2427921.500000 Penalty: 3196.077148
	Iteration 34Q: 3 clusters Score -2427922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2427920.250000 Penalty: 3196.077148
	Iteration 35Q: 3 clusters Score -2427920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2427923.500000 Penalty: 3196.077148
	Iteration 36Q: 3 clusters Score -2427924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2427931.500000 Penalty: 3196.077148
	Iteration 37Q: 3 clusters Score -2427932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2427938.500000 Penalty: 3196.077148
	Iteration 38Q: 3 clusters Score -2427938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2427944.750000 Penalty: 3196.077148
	Iteration 39Q: 3 clusters Score -2427945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2427948.000000 Penalty: 3196.077148
	Iteration 40F: 3 clusters Score -2427948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2427949.000000 Penalty: 3196.077148
	Iteration 41Q: 3 clusters Score -2427949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2427945.000000 Penalty: 3196.077148
	Iteration 42Q: 3 clusters Score -2427945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2427949.250000 Penalty: 3196.077148
	Iteration 43Q: 3 clusters Score -2427949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2427956.500000 Penalty: 3196.077148
	Iteration 44Q: 3 clusters Score -2427956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2427964.500000 Penalty: 3196.077148
	Iteration 45Q: 3 clusters Score -2427964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2427966.000000 Penalty: 3196.077148
	Iteration 46Q: 3 clusters Score -2427966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2427962.500000 Penalty: 3196.077148
	Iteration 47Q: 3 clusters Score -2427962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2427970.500000 Penalty: 3196.077148
	Iteration 48Q: 3 clusters Score -2427970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2427976.750000 Penalty: 3196.077148
	Iteration 49Q: 3 clusters Score -2427977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2427980.750000 Penalty: 3196.077148
	Iteration 50Q: 3 clusters Score -2427981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2427982.750000 Penalty: 3196.077148
	Iteration 51Q: 3 clusters Score -2427983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2427988.500000 Penalty: 3196.077148
	Iteration 52Q: 3 clusters Score -2427988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2427992.750000 Penalty: 3196.077148
	Iteration 53Q: 3 clusters Score -2427993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2427991.750000 Penalty: 3196.077148
	Iteration 54Q: 3 clusters Score -2427992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2428001.000000 Penalty: 3196.077148
	Iteration 55Q: 3 clusters Score -2428001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2428002.250000 Penalty: 3196.077148
	Iteration 56Q: 3 clusters Score -2428002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2428002.250000 Penalty: 3196.077148
	Iteration 57Q: 3 clusters Score -2428002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2428007.250000 Penalty: 3196.077148
	Iteration 58Q: 3 clusters Score -2428007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2428010.000000 Penalty: 3196.077148
	Iteration 59Q: 3 clusters Score -2428010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2428010.000000 Penalty: 3196.077148
	Iteration 60F: 3 clusters Score -2428010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2428008.250000 Penalty: 3196.077148
	Iteration 61Q: 3 clusters Score -2428008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2428009.250000 Penalty: 3196.077148
	Iteration 62Q: 3 clusters Score -2428009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2428012.750000 Penalty: 3196.077148
	Iteration 63Q: 3 clusters Score -2428013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2428019.500000 Penalty: 3196.077148
	Iteration 64Q: 3 clusters Score -2428020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2428021.000000 Penalty: 3196.077148
	Iteration 65Q: 3 clusters Score -2428021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2428019.500000 Penalty: 3196.077148
	Iteration 66Q: 3 clusters Score -2428020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2428022.500000 Penalty: 3196.077148
	Iteration 67Q: 3 clusters Score -2428022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2428024.500000 Penalty: 3196.077148
	Iteration 68Q: 3 clusters Score -2428024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2428024.500000 Penalty: 3196.077148
	Iteration 69Q: 3 clusters Score -2428024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2428024.500000 Penalty: 3196.077148
	Iteration 70Q: 3 clusters Score -2428024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2428024.500000 Penalty: 3196.077148
	Iteration 71F: 3 clusters Score -2428024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2575160.250000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575160 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2578993.250000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2578993 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2579248.250000 Penalty: 3144.053711
	Iteration 2Q: 3 clusters Score -2579248 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2579457.250000 Penalty: 3144.053711
	Iteration 3Q: 3 clusters Score -2579457 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2579651.500000 Penalty: 3144.053711
	Iteration 4Q: 3 clusters Score -2579652 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2579851.500000 Penalty: 3144.053711
	Iteration 5Q: 3 clusters Score -2579852 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2580095.250000 Penalty: 3144.053711
	Iteration 6Q: 3 clusters Score -2580095 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2580440.500000 Penalty: 3144.053711
	Iteration 7Q: 3 clusters Score -2580440 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2581011.750000 Penalty: 3144.053711
	Iteration 8Q: 3 clusters Score -2581012 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2581985.500000 Penalty: 3144.053711
	Iteration 9F: 3 clusters Score -2581986 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2583339.500000 Penalty: 3144.053711
	Iteration 10F: 3 clusters Score -2583340 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2584501.000000 Penalty: 3144.053711
	Iteration 11F: 3 clusters Score -2584501 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2585199.000000 Penalty: 3144.053711
	Iteration 12F: 3 clusters Score -2585199 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2585635.000000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2585635 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2585860.750000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2585861 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2585993.250000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2585993 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2586081.500000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2586082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2586146.500000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2586146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2586197.750000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2586198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2586220.500000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2586220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2586240.500000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2586240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2586254.250000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2586254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2586267.500000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2586268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2586277.500000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2586278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2586291.250000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2586291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2586300.000000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2586300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2586303.750000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2586304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2586311.000000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2586311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2586314.000000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2586314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2586312.250000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2586312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2586315.250000 Penalty: 3144.053711
	Iteration 30Q: 3 clusters Score -2586315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2586312.250000 Penalty: 3144.053711
	Iteration 31Q: 3 clusters Score -2586312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2586316.750000 Penalty: 3144.053711
	Iteration 32Q: 3 clusters Score -2586317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2586315.750000 Penalty: 3144.053711
	Iteration 33Q: 3 clusters Score -2586316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2586316.000000 Penalty: 3144.053711
	Iteration 34Q: 3 clusters Score -2586316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2586317.000000 Penalty: 3144.053711
	Iteration 35Q: 3 clusters Score -2586317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2586319.250000 Penalty: 3144.053711
	Iteration 36Q: 3 clusters Score -2586319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2586315.000000 Penalty: 3144.053711
	Iteration 37Q: 3 clusters Score -2586315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2586314.000000 Penalty: 3144.053711
	Iteration 38Q: 3 clusters Score -2586314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2586317.500000 Penalty: 3144.053711
	Iteration 39Q: 3 clusters Score -2586318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2586314.250000 Penalty: 3144.053711
	Iteration 40F: 3 clusters Score -2586314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2586314.000000 Penalty: 3144.053711
	Iteration 41Q: 3 clusters Score -2586314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2586314.500000 Penalty: 3144.053711
	Iteration 42Q: 3 clusters Score -2586314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2586313.750000 Penalty: 3144.053711
	Iteration 43Q: 3 clusters Score -2586314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2586313.000000 Penalty: 3144.053711
	Iteration 44Q: 3 clusters Score -2586313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2586313.000000 Penalty: 3144.053711
	Iteration 45F: 3 clusters Score -2586313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 10422 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 5477 members 
Entering Unmasked Estep 
Score: -85997840.000000 Penalty: 113252.593750
Splitting cluster 23 changes total score from -85998224.000000 to -85997840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -38553.937500 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -38553.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37735.445312 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -37735.45 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37940.171875 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -37940.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38034.304688 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -38034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38041.371094 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -38041.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38053.085938 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -38053.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38055.527344 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -38055.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -38062.839844 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -38062.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38068.707031 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -38068.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38071.800781 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -38071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38074.117188 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -38074.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38074.117188 Penalty: 1895.361816
	Iteration 10F: 3 clusters Score -38074.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33645.339844 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33645.34 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34121.593750 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -34121.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34356.617188 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34356.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34504.855469 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34504.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34572.605469 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34572.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34645.378906 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34645.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34667.691406 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34667.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34674.492188 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34674.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34694.324219 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34694.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34694.324219 Penalty: 1973.739502
	Iteration 9F: 3 clusters Score -34694.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Mstep: Class 52 contains 176 members 
Entering Unmasked Estep 
Score: -85997216.000000 Penalty: 113252.593750
Splitting cluster 25 changes total score from -85998224.000000 to -85997216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68494.695312 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68494.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68660.507812 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68660.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68709.781250 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68709.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68742.914062 Penalty: 2084.906494
	Iteration 3Q: 3 clusters Score -68742.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68770.585938 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -68770.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68803.117188 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -68803.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68847.812500 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -68847.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68887.632812 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -68887.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68959.367188 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -68959.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69013.156250 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69013.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69053.242188 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -69053.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69072.062500 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -69072.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69079.812500 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -69079.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69079.812500 Penalty: 2084.906494
	Iteration 13F: 3 clusters Score -69079.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -5534766.500000 Penalty: 1728.915283
	Iteration 0F: 2 clusters Score -5534766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -5506951.000000 Penalty: 3457.830566
	Iteration 0F: 3 clusters Score -5506951 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5517720.500000 Penalty: 3457.830566
	Iteration 1F: 3 clusters Score -5517720 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5518247.000000 Penalty: 3457.830566
	Iteration 2Q: 3 clusters Score -5518247 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5518810.000000 Penalty: 3457.830566
	Iteration 3Q: 3 clusters Score -5518810 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5519529.500000 Penalty: 3457.830566
	Iteration 4Q: 3 clusters Score -5519530 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5520336.500000 Penalty: 3457.830566
	Iteration 5Q: 3 clusters Score -5520336 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5521280.500000 Penalty: 3457.830566
	Iteration 6Q: 3 clusters Score -5521280 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5522370.500000 Penalty: 3457.830566
	Iteration 7Q: 3 clusters Score -5522370 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5523796.000000 Penalty: 3457.830566
	Iteration 8F: 3 clusters Score -5523796 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5525351.000000 Penalty: 3457.830566
	Iteration 9F: 3 clusters Score -5525351 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5526828.000000 Penalty: 3457.830566
	Iteration 10F: 3 clusters Score -5526828 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5527880.500000 Penalty: 3457.830566
	Iteration 11Q: 3 clusters Score -5527880 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5528537.000000 Penalty: 3457.830566
	Iteration 12Q: 3 clusters Score -5528537 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5528942.000000 Penalty: 3457.830566
	Iteration 13Q: 3 clusters Score -5528942 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5529218.500000 Penalty: 3457.830566
	Iteration 14Q: 3 clusters Score -5529218 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5529447.000000 Penalty: 3457.830566
	Iteration 15Q: 3 clusters Score -5529447 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5529692.500000 Penalty: 3457.830566
	Iteration 16Q: 3 clusters Score -5529692 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5529916.000000 Penalty: 3457.830566
	Iteration 17Q: 3 clusters Score -5529916 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 3457.830566
	Iteration 18Q: 3 clusters Score -5530147 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -5530352.500000 Penalty: 3457.830566
	Iteration 19Q: 3 clusters Score -5530352 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5530556.000000 Penalty: 3457.830566
	Iteration 20F: 3 clusters Score -5530556 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5530782.500000 Penalty: 3457.830566
	Iteration 21Q: 3 clusters Score -5530782 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -5530982.500000 Penalty: 3457.830566
	Iteration 22Q: 3 clusters Score -5530982 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -5531207.000000 Penalty: 3457.830566
	Iteration 23Q: 3 clusters Score -5531207 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -5531448.000000 Penalty: 3457.830566
	Iteration 24Q: 3 clusters Score -5531448 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5531725.000000 Penalty: 3457.830566
	Iteration 25Q: 3 clusters Score -5531725 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -5532001.000000 Penalty: 3457.830566
	Iteration 26Q: 3 clusters Score -5532001 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5532263.500000 Penalty: 3457.830566
	Iteration 27Q: 3 clusters Score -5532264 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5532518.500000 Penalty: 3457.830566
	Iteration 28Q: 3 clusters Score -5532518 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5532779.000000 Penalty: 3457.830566
	Iteration 29Q: 3 clusters Score -5532779 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5532927.500000 Penalty: 3457.830566
	Iteration 30Q: 3 clusters Score -5532928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5533075.000000 Penalty: 3457.830566
	Iteration 31Q: 3 clusters Score -5533075 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5533147.500000 Penalty: 3457.830566
	Iteration 32Q: 3 clusters Score -5533148 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5533233.000000 Penalty: 3457.830566
	Iteration 33Q: 3 clusters Score -5533233 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5533324.500000 Penalty: 3457.830566
	Iteration 34Q: 3 clusters Score -5533324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5533381.500000 Penalty: 3457.830566
	Iteration 35Q: 3 clusters Score -5533382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5533430.500000 Penalty: 3457.830566
	Iteration 36Q: 3 clusters Score -5533430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5533475.000000 Penalty: 3457.830566
	Iteration 37Q: 3 clusters Score -5533475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5533497.500000 Penalty: 3457.830566
	Iteration 38Q: 3 clusters Score -5533498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5533546.500000 Penalty: 3457.830566
	Iteration 39Q: 3 clusters Score -5533546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5533589.500000 Penalty: 3457.830566
	Iteration 40F: 3 clusters Score -5533590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5533621.000000 Penalty: 3457.830566
	Iteration 41Q: 3 clusters Score -5533621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5533618.000000 Penalty: 3457.830566
	Iteration 42Q: 3 clusters Score -5533618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5533657.000000 Penalty: 3457.830566
	Iteration 43Q: 3 clusters Score -5533657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5533677.000000 Penalty: 3457.830566
	Iteration 44Q: 3 clusters Score -5533677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5533688.000000 Penalty: 3457.830566
	Iteration 45Q: 3 clusters Score -5533688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5533698.000000 Penalty: 3457.830566
	Iteration 46Q: 3 clusters Score -5533698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5533705.500000 Penalty: 3457.830566
	Iteration 47Q: 3 clusters Score -5533706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5533708.000000 Penalty: 3457.830566
	Iteration 48Q: 3 clusters Score -5533708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5533708.500000 Penalty: 3457.830566
	Iteration 49Q: 3 clusters Score -5533708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5533710.500000 Penalty: 3457.830566
	Iteration 50Q: 3 clusters Score -5533710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5533714.000000 Penalty: 3457.830566
	Iteration 51Q: 3 clusters Score -5533714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5533713.000000 Penalty: 3457.830566
	Iteration 52Q: 3 clusters Score -5533713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5533713.500000 Penalty: 3457.830566
	Iteration 53Q: 3 clusters Score -5533714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5533720.500000 Penalty: 3457.830566
	Iteration 54Q: 3 clusters Score -5533720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5533717.000000 Penalty: 3457.830566
	Iteration 55Q: 3 clusters Score -5533717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5533717.000000 Penalty: 3457.830566
	Iteration 56F: 3 clusters Score -5533717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Entering Unmasked Estep 
Score: -6366905.500000 Penalty: 1750.612671
	Iteration 0F: 2 clusters Score -6366906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -6334934.000000 Penalty: 3501.225342
	Iteration 0F: 3 clusters Score -6334934 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6347860.500000 Penalty: 3501.225342
	Iteration 1F: 3 clusters Score -6347860 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -6348650.000000 Penalty: 3501.225342
	Iteration 2Q: 3 clusters Score -6348650 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -6349802.500000 Penalty: 3501.225342
	Iteration 3F: 3 clusters Score -6349802 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -6351805.000000 Penalty: 3501.225342
	Iteration 4F: 3 clusters Score -6351805 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -6355048.500000 Penalty: 3501.225342
	Iteration 5F: 3 clusters Score -6355048 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6359283.500000 Penalty: 3501.225342
	Iteration 6F: 3 clusters Score -6359284 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6362811.000000 Penalty: 3501.225342
	Iteration 7F: 3 clusters Score -6362811 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6364517.500000 Penalty: 3501.225342
	Iteration 8Q: 3 clusters Score -6364518 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6365073.000000 Penalty: 3501.225342
	Iteration 9Q: 3 clusters Score -6365073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6365237.000000 Penalty: 3501.225342
	Iteration 10Q: 3 clusters Score -6365237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6365287.000000 Penalty: 3501.225342
	Iteration 11Q: 3 clusters Score -6365287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6365321.500000 Penalty: 3501.225342
	Iteration 12Q: 3 clusters Score -6365322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6365339.000000 Penalty: 3501.225342
	Iteration 13Q: 3 clusters Score -6365339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6365356.000000 Penalty: 3501.225342
	Iteration 14Q: 3 clusters Score -6365356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6365363.500000 Penalty: 3501.225342
	Iteration 15Q: 3 clusters Score -6365364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6365376.000000 Penalty: 3501.225342
	Iteration 16Q: 3 clusters Score -6365376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6365375.500000 Penalty: 3501.225342
	Iteration 17Q: 3 clusters Score -6365376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6365381.500000 Penalty: 3501.225342
	Iteration 18Q: 3 clusters Score -6365382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6365381.000000 Penalty: 3501.225342
	Iteration 19Q: 3 clusters Score -6365381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6365381.000000 Penalty: 3501.225342
	Iteration 20F: 3 clusters Score -6365381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1840474.750000 Penalty: 1550.705811
	Iteration 0F: 2 clusters Score -1840475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1830780.625000 Penalty: 3101.411621
	Iteration 0F: 3 clusters Score -1830781 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1834218.250000 Penalty: 3101.411621
	Iteration 1F: 3 clusters Score -1834218 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1834736.500000 Penalty: 3101.411621
	Iteration 2F: 3 clusters Score -1834736 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1835334.125000 Penalty: 3101.411621
	Iteration 3F: 3 clusters Score -1835334 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1836054.125000 Penalty: 3101.411621
	Iteration 4F: 3 clusters Score -1836054 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1836891.125000 Penalty: 3101.411621
	Iteration 5F: 3 clusters Score -1836891 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1837819.000000 Penalty: 3101.411621
	Iteration 6F: 3 clusters Score -1837819 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1838670.000000 Penalty: 3101.411621
	Iteration 7F: 3 clusters Score -1838670 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1839324.375000 Penalty: 3101.411621
	Iteration 8F: 3 clusters Score -1839324 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1839634.000000 Penalty: 3101.411621
	Iteration 9Q: 3 clusters Score -1839634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1839769.250000 Penalty: 3101.411621
	Iteration 10Q: 3 clusters Score -1839769 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1839855.500000 Penalty: 3101.411621
	Iteration 11Q: 3 clusters Score -1839856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1839881.750000 Penalty: 3101.411621
	Iteration 12Q: 3 clusters Score -1839882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1839893.750000 Penalty: 3101.411621
	Iteration 13Q: 3 clusters Score -1839894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1839901.000000 Penalty: 3101.411621
	Iteration 14Q: 3 clusters Score -1839901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1839911.125000 Penalty: 3101.411621
	Iteration 15Q: 3 clusters Score -1839911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1839922.625000 Penalty: 3101.411621
	Iteration 16Q: 3 clusters Score -1839923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1839930.000000 Penalty: 3101.411621
	Iteration 17Q: 3 clusters Score -1839930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1839934.250000 Penalty: 3101.411621
	Iteration 18Q: 3 clusters Score -1839934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1839937.875000 Penalty: 3101.411621
	Iteration 19Q: 3 clusters Score -1839938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1839936.125000 Penalty: 3101.411621
	Iteration 20F: 3 clusters Score -1839936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1839936.875000 Penalty: 3101.411621
	Iteration 21Q: 3 clusters Score -1839937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1839939.500000 Penalty: 3101.411621
	Iteration 22Q: 3 clusters Score -1839940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1839938.250000 Penalty: 3101.411621
	Iteration 23Q: 3 clusters Score -1839938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1839941.125000 Penalty: 3101.411621
	Iteration 24Q: 3 clusters Score -1839941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1839942.125000 Penalty: 3101.411621
	Iteration 25Q: 3 clusters Score -1839942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1839944.375000 Penalty: 3101.411621
	Iteration 26Q: 3 clusters Score -1839944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1839944.125000 Penalty: 3101.411621
	Iteration 27Q: 3 clusters Score -1839944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1839945.000000 Penalty: 3101.411621
	Iteration 28Q: 3 clusters Score -1839945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1839944.500000 Penalty: 3101.411621
	Iteration 29Q: 3 clusters Score -1839944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1839943.125000 Penalty: 3101.411621
	Iteration 30Q: 3 clusters Score -1839943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1839941.375000 Penalty: 3101.411621
	Iteration 31Q: 3 clusters Score -1839941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1839941.000000 Penalty: 3101.411621
	Iteration 32Q: 3 clusters Score -1839941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1839942.125000 Penalty: 3101.411621
	Iteration 33Q: 3 clusters Score -1839942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1839942.125000 Penalty: 3101.411621
	Iteration 34F: 3 clusters Score -1839942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Entering Unmasked Estep 
Score: -4365212.500000 Penalty: 1687.936523
	Iteration 0F: 2 clusters Score -4365212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4343317.000000 Penalty: 3375.873047
	Iteration 0F: 3 clusters Score -4343317 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4351807.000000 Penalty: 3375.873047
	Iteration 1F: 3 clusters Score -4351807 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4352208.000000 Penalty: 3375.873047
	Iteration 2Q: 3 clusters Score -4352208 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -4352578.500000 Penalty: 3375.873047
	Iteration 3Q: 3 clusters Score -4352578 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4352913.000000 Penalty: 3375.873047
	Iteration 4Q: 3 clusters Score -4352913 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4353282.000000 Penalty: 3375.873047
	Iteration 5Q: 3 clusters Score -4353282 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4353651.000000 Penalty: 3375.873047
	Iteration 6Q: 3 clusters Score -4353651 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4354070.500000 Penalty: 3375.873047
	Iteration 7Q: 3 clusters Score -4354070 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4354630.500000 Penalty: 3375.873047
	Iteration 8Q: 3 clusters Score -4354630 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4355320.000000 Penalty: 3375.873047
	Iteration 9Q: 3 clusters Score -4355320 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4356226.500000 Penalty: 3375.873047
	Iteration 10Q: 3 clusters Score -4356226 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4357277.000000 Penalty: 3375.873047
	Iteration 11Q: 3 clusters Score -4357277 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4358200.000000 Penalty: 3375.873047
	Iteration 12Q: 3 clusters Score -4358200 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4358809.500000 Penalty: 3375.873047
	Iteration 13Q: 3 clusters Score -4358810 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4359088.500000 Penalty: 3375.873047
	Iteration 14Q: 3 clusters Score -4359088 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4359219.000000 Penalty: 3375.873047
	Iteration 15Q: 3 clusters Score -4359219 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4359296.000000 Penalty: 3375.873047
	Iteration 16Q: 3 clusters Score -4359296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4359373.500000 Penalty: 3375.873047
	Iteration 17Q: 3 clusters Score -4359374 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4359433.500000 Penalty: 3375.873047
	Iteration 18Q: 3 clusters Score -4359434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4359517.500000 Penalty: 3375.873047
	Iteration 19Q: 3 clusters Score -4359518 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4359636.500000 Penalty: 3375.873047
	Iteration 20F: 3 clusters Score -4359636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4359725.500000 Penalty: 3375.873047
	Iteration 21Q: 3 clusters Score -4359726 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4359835.000000 Penalty: 3375.873047
	Iteration 22Q: 3 clusters Score -4359835 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4359958.500000 Penalty: 3375.873047
	Iteration 23Q: 3 clusters Score -4359958 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4360091.000000 Penalty: 3375.873047
	Iteration 24Q: 3 clusters Score -4360091 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4360224.000000 Penalty: 3375.873047
	Iteration 25Q: 3 clusters Score -4360224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4360367.000000 Penalty: 3375.873047
	Iteration 26Q: 3 clusters Score -4360367 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4360529.000000 Penalty: 3375.873047
	Iteration 27Q: 3 clusters Score -4360529 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -4360680.000000 Penalty: 3375.873047
	Iteration 28Q: 3 clusters Score -4360680 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4360847.500000 Penalty: 3375.873047
	Iteration 29Q: 3 clusters Score -4360848 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4361015.000000 Penalty: 3375.873047
	Iteration 30Q: 3 clusters Score -4361015 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4361201.000000 Penalty: 3375.873047
	Iteration 31Q: 3 clusters Score -4361201 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4361377.500000 Penalty: 3375.873047
	Iteration 32Q: 3 clusters Score -4361378 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4361568.000000 Penalty: 3375.873047
	Iteration 33Q: 3 clusters Score -4361568 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4361701.500000 Penalty: 3375.873047
	Iteration 34Q: 3 clusters Score -4361702 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4361847.000000 Penalty: 3375.873047
	Iteration 35Q: 3 clusters Score -4361847 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4361986.500000 Penalty: 3375.873047
	Iteration 36Q: 3 clusters Score -4361986 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4362099.000000 Penalty: 3375.873047
	Iteration 37Q: 3 clusters Score -4362099 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4362216.500000 Penalty: 3375.873047
	Iteration 38Q: 3 clusters Score -4362216 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4362314.500000 Penalty: 3375.873047
	Iteration 39Q: 3 clusters Score -4362314 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4362406.000000 Penalty: 3375.873047
	Iteration 40F: 3 clusters Score -4362406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4362501.000000 Penalty: 3375.873047
	Iteration 41Q: 3 clusters Score -4362501 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4362611.500000 Penalty: 3375.873047
	Iteration 42Q: 3 clusters Score -4362612 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -4362737.500000 Penalty: 3375.873047
	Iteration 43Q: 3 clusters Score -4362738 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4362855.000000 Penalty: 3375.873047
	Iteration 44Q: 3 clusters Score -4362855 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4362977.000000 Penalty: 3375.873047
	Iteration 45Q: 3 clusters Score -4362977 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4363058.000000 Penalty: 3375.873047
	Iteration 46Q: 3 clusters Score -4363058 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4363136.500000 Penalty: 3375.873047
	Iteration 47Q: 3 clusters Score -4363136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4363223.000000 Penalty: 3375.873047
	Iteration 48Q: 3 clusters Score -4363223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4363266.000000 Penalty: 3375.873047
	Iteration 49Q: 3 clusters Score -4363266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4363326.500000 Penalty: 3375.873047
	Iteration 50Q: 3 clusters Score -4363326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4363407.500000 Penalty: 3375.873047
	Iteration 51Q: 3 clusters Score -4363408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4363480.500000 Penalty: 3375.873047
	Iteration 52Q: 3 clusters Score -4363480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -4363546.000000 Penalty: 3375.873047
	Iteration 53Q: 3 clusters Score -4363546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4363592.000000 Penalty: 3375.873047
	Iteration 54Q: 3 clusters Score -4363592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4363632.000000 Penalty: 3375.873047
	Iteration 55Q: 3 clusters Score -4363632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4363662.000000 Penalty: 3375.873047
	Iteration 56Q: 3 clusters Score -4363662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4363678.500000 Penalty: 3375.873047
	Iteration 57Q: 3 clusters Score -4363678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4363702.500000 Penalty: 3375.873047
	Iteration 58Q: 3 clusters Score -4363702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4363720.500000 Penalty: 3375.873047
	Iteration 59Q: 3 clusters Score -4363720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4363747.000000 Penalty: 3375.873047
	Iteration 60F: 3 clusters Score -4363747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4363758.000000 Penalty: 3375.873047
	Iteration 61Q: 3 clusters Score -4363758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4363770.500000 Penalty: 3375.873047
	Iteration 62Q: 3 clusters Score -4363770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4363780.000000 Penalty: 3375.873047
	Iteration 63Q: 3 clusters Score -4363780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4363792.000000 Penalty: 3375.873047
	Iteration 64Q: 3 clusters Score -4363792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4363807.000000 Penalty: 3375.873047
	Iteration 65Q: 3 clusters Score -4363807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4363809.500000 Penalty: 3375.873047
	Iteration 66Q: 3 clusters Score -4363810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4363814.000000 Penalty: 3375.873047
	Iteration 67Q: 3 clusters Score -4363814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4363827.000000 Penalty: 3375.873047
	Iteration 68Q: 3 clusters Score -4363827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4363836.000000 Penalty: 3375.873047
	Iteration 69Q: 3 clusters Score -4363836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4363835.000000 Penalty: 3375.873047
	Iteration 70Q: 3 clusters Score -4363835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4363839.500000 Penalty: 3375.873047
	Iteration 71Q: 3 clusters Score -4363840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4363842.000000 Penalty: 3375.873047
	Iteration 72Q: 3 clusters Score -4363842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4363846.000000 Penalty: 3375.873047
	Iteration 73Q: 3 clusters Score -4363846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4363852.000000 Penalty: 3375.873047
	Iteration 74Q: 3 clusters Score -4363852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4363849.500000 Penalty: 3375.873047
	Iteration 75Q: 3 clusters Score -4363850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4363852.000000 Penalty: 3375.873047
	Iteration 76Q: 3 clusters Score -4363852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4363851.000000 Penalty: 3375.873047
	Iteration 77Q: 3 clusters Score -4363851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4363851.000000 Penalty: 3375.873047
	Iteration 78F: 3 clusters Score -4363851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -1192948.375000 Penalty: 1482.653198
	Iteration 0F: 2 clusters Score -1192948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1186374.875000 Penalty: 2965.306396
	Iteration 0F: 3 clusters Score -1186375 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1188718.125000 Penalty: 2965.306396
	Iteration 1F: 3 clusters Score -1188718 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1189188.250000 Penalty: 2965.306396
	Iteration 2F: 3 clusters Score -1189188 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1189601.000000 Penalty: 2965.306396
	Iteration 3F: 3 clusters Score -1189601 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1190030.625000 Penalty: 2965.306396
	Iteration 4F: 3 clusters Score -1190031 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1190452.500000 Penalty: 2965.306396
	Iteration 5F: 3 clusters Score -1190452 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1190856.000000 Penalty: 2965.306396
	Iteration 6F: 3 clusters Score -1190856 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1191217.125000 Penalty: 2965.306396
	Iteration 7Q: 3 clusters Score -1191217 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1191472.750000 Penalty: 2965.306396
	Iteration 8Q: 3 clusters Score -1191473 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1191646.500000 Penalty: 2965.306396
	Iteration 9Q: 3 clusters Score -1191646 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1191797.375000 Penalty: 2965.306396
	Iteration 10Q: 3 clusters Score -1191797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1191904.875000 Penalty: 2965.306396
	Iteration 11Q: 3 clusters Score -1191905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1191969.000000 Penalty: 2965.306396
	Iteration 12Q: 3 clusters Score -1191969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1192017.125000 Penalty: 2965.306396
	Iteration 13Q: 3 clusters Score -1192017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1192049.750000 Penalty: 2965.306396
	Iteration 14Q: 3 clusters Score -1192050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1192085.125000 Penalty: 2965.306396
	Iteration 15Q: 3 clusters Score -1192085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1192120.625000 Penalty: 2965.306396
	Iteration 16Q: 3 clusters Score -1192121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1192154.375000 Penalty: 2965.306396
	Iteration 17Q: 3 clusters Score -1192154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1192178.875000 Penalty: 2965.306396
	Iteration 18Q: 3 clusters Score -1192179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1192203.750000 Penalty: 2965.306396
	Iteration 19Q: 3 clusters Score -1192204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1192218.000000 Penalty: 2965.306396
	Iteration 20F: 3 clusters Score -1192218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1192222.125000 Penalty: 2965.306396
	Iteration 21Q: 3 clusters Score -1192222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1192237.625000 Penalty: 2965.306396
	Iteration 22Q: 3 clusters Score -1192238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1192250.375000 Penalty: 2965.306396
	Iteration 23Q: 3 clusters Score -1192250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1192259.000000 Penalty: 2965.306396
	Iteration 24Q: 3 clusters Score -1192259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1192270.750000 Penalty: 2965.306396
	Iteration 25Q: 3 clusters Score -1192271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1192278.250000 Penalty: 2965.306396
	Iteration 26Q: 3 clusters Score -1192278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1192283.375000 Penalty: 2965.306396
	Iteration 27Q: 3 clusters Score -1192283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1192289.250000 Penalty: 2965.306396
	Iteration 28Q: 3 clusters Score -1192289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1192291.875000 Penalty: 2965.306396
	Iteration 29Q: 3 clusters Score -1192292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1192295.000000 Penalty: 2965.306396
	Iteration 30Q: 3 clusters Score -1192295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1192296.750000 Penalty: 2965.306396
	Iteration 31Q: 3 clusters Score -1192297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1192296.875000 Penalty: 2965.306396
	Iteration 32Q: 3 clusters Score -1192297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1192297.750000 Penalty: 2965.306396
	Iteration 33Q: 3 clusters Score -1192298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1192298.375000 Penalty: 2965.306396
	Iteration 34Q: 3 clusters Score -1192298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1192299.375000 Penalty: 2965.306396
	Iteration 35Q: 3 clusters Score -1192299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1192300.500000 Penalty: 2965.306396
	Iteration 36Q: 3 clusters Score -1192300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1192300.375000 Penalty: 2965.306396
	Iteration 37Q: 3 clusters Score -1192300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1192301.625000 Penalty: 2965.306396
	Iteration 38Q: 3 clusters Score -1192302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1192301.625000 Penalty: 2965.306396
	Iteration 39Q: 3 clusters Score -1192302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1192301.375000 Penalty: 2965.306396
	Iteration 40F: 3 clusters Score -1192301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1192302.375000 Penalty: 2965.306396
	Iteration 41Q: 3 clusters Score -1192302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1192304.750000 Penalty: 2965.306396
	Iteration 42Q: 3 clusters Score -1192305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1192306.375000 Penalty: 2965.306396
	Iteration 43Q: 3 clusters Score -1192306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1192308.250000 Penalty: 2965.306396
	Iteration 44Q: 3 clusters Score -1192308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1192310.000000 Penalty: 2965.306396
	Iteration 45Q: 3 clusters Score -1192310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1192313.125000 Penalty: 2965.306396
	Iteration 46Q: 3 clusters Score -1192313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1192316.500000 Penalty: 2965.306396
	Iteration 47Q: 3 clusters Score -1192316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1192317.375000 Penalty: 2965.306396
	Iteration 48Q: 3 clusters Score -1192317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1192319.000000 Penalty: 2965.306396
	Iteration 49Q: 3 clusters Score -1192319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1192319.250000 Penalty: 2965.306396
	Iteration 50Q: 3 clusters Score -1192319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1192319.125000 Penalty: 2965.306396
	Iteration 51Q: 3 clusters Score -1192319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1192319.125000 Penalty: 2965.306396
	Iteration 52F: 3 clusters Score -1192319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -22571.164062 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -22571.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21802.453125 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -21802.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21891.255859 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -21891.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21917.074219 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -21917.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21948.101562 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -21948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22032.535156 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -22032.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22074.763672 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -22074.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22109.507812 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -22109.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22131.501953 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -22131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22141.541016 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -22141.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22163.451172 Penalty: 1789.232788
	Iteration 9Q: 3 clusters Score -22163.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22168.349609 Penalty: 1789.232788
	Iteration 10Q: 3 clusters Score -22168.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22168.349609 Penalty: 1789.232788
	Iteration 11F: 3 clusters Score -22168.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100330.312500 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100330.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100534.867188 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100534.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100608.375000 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100608.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100644.593750 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100644.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100698.023438 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100745.914062 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100745.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100801.898438 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -100842.812500 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100865.000000 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100880.109375 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100888.851562 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -100888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -100897.000000 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -100897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100907.890625 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -100907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -100916.828125 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -100916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100917.210938 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -100917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -100917.210938 Penalty: 2133.711182
	Iteration 15F: 3 clusters Score -100917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -303212.812500 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -303212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300861.468750 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -300861.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -301476.562500 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -301476.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -301753.750000 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -301753.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -302013.156250 Penalty: 2530.764160
	Iteration 3F: 3 clusters Score -302013.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -302211.718750 Penalty: 2530.764160
	Iteration 4F: 3 clusters Score -302211.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -302395.218750 Penalty: 2530.764160
	Iteration 5F: 3 clusters Score -302395.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -302525.906250 Penalty: 2530.764160
	Iteration 6F: 3 clusters Score -302525.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -302611.625000 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -302611.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -302658.968750 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -302659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -302690.218750 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -302690.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -302720.656250 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -302720.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -302749.250000 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -302749.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -302772.031250 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -302772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -302789.000000 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -302789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -302794.781250 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -302794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -302797.062500 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -302797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -302800.562500 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -302800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -302801.625000 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -302801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -302803.718750 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -302803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -302805.500000 Penalty: 2530.764160
	Iteration 19Q: 3 clusters Score -302805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -302806.250000 Penalty: 2530.764160
	Iteration 20F: 3 clusters Score -302806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -141160.000000 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141160 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -141403.640625 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141403.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141461.218750 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141461.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -141497.234375 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -141516.625000 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -141527.140625 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141532.343750 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141536.906250 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -141539.359375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141541.984375 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -141544.906250 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -141544.906250 Penalty: 2215.439209
	Iteration 11F: 3 clusters Score -141544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Entering Unmasked Estep 
Score: -3822272.000000 Penalty: 1670.640015
	Iteration 0F: 2 clusters Score -3822272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3802686.000000 Penalty: 3341.280029
	Iteration 0F: 3 clusters Score -3802686 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3810103.750000 Penalty: 3341.280029
	Iteration 1F: 3 clusters Score -3810104 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3810488.000000 Penalty: 3341.280029
	Iteration 2Q: 3 clusters Score -3810488 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3810898.250000 Penalty: 3341.280029
	Iteration 3Q: 3 clusters Score -3810898 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3811392.250000 Penalty: 3341.280029
	Iteration 4Q: 3 clusters Score -3811392 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3811971.000000 Penalty: 3341.280029
	Iteration 5Q: 3 clusters Score -3811971 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3812698.750000 Penalty: 3341.280029
	Iteration 6Q: 3 clusters Score -3812699 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3813552.250000 Penalty: 3341.280029
	Iteration 7F: 3 clusters Score -3813552 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3814513.500000 Penalty: 3341.280029
	Iteration 8F: 3 clusters Score -3814514 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3815468.250000 Penalty: 3341.280029
	Iteration 9F: 3 clusters Score -3815468 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3816284.500000 Penalty: 3341.280029
	Iteration 10Q: 3 clusters Score -3816284 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3816847.000000 Penalty: 3341.280029
	Iteration 11Q: 3 clusters Score -3816847 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3817187.000000 Penalty: 3341.280029
	Iteration 12Q: 3 clusters Score -3817187 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3817349.500000 Penalty: 3341.280029
	Iteration 13Q: 3 clusters Score -3817350 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3817473.000000 Penalty: 3341.280029
	Iteration 14Q: 3 clusters Score -3817473 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3817580.750000 Penalty: 3341.280029
	Iteration 15Q: 3 clusters Score -3817581 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3817706.250000 Penalty: 3341.280029
	Iteration 16Q: 3 clusters Score -3817706 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3817812.500000 Penalty: 3341.280029
	Iteration 17Q: 3 clusters Score -3817812 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3817907.750000 Penalty: 3341.280029
	Iteration 18Q: 3 clusters Score -3817908 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3818027.000000 Penalty: 3341.280029
	Iteration 19Q: 3 clusters Score -3818027 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3818137.250000 Penalty: 3341.280029
	Iteration 20F: 3 clusters Score -3818137 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3818217.750000 Penalty: 3341.280029
	Iteration 21Q: 3 clusters Score -3818218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3818294.000000 Penalty: 3341.280029
	Iteration 22Q: 3 clusters Score -3818294 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3818373.000000 Penalty: 3341.280029
	Iteration 23Q: 3 clusters Score -3818373 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3818447.750000 Penalty: 3341.280029
	Iteration 24Q: 3 clusters Score -3818448 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3818518.750000 Penalty: 3341.280029
	Iteration 25Q: 3 clusters Score -3818519 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3818571.250000 Penalty: 3341.280029
	Iteration 26Q: 3 clusters Score -3818571 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3818657.500000 Penalty: 3341.280029
	Iteration 27Q: 3 clusters Score -3818658 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3818738.250000 Penalty: 3341.280029
	Iteration 28Q: 3 clusters Score -3818738 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3818793.000000 Penalty: 3341.280029
	Iteration 29Q: 3 clusters Score -3818793 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3818872.500000 Penalty: 3341.280029
	Iteration 30Q: 3 clusters Score -3818872 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3818945.750000 Penalty: 3341.280029
	Iteration 31Q: 3 clusters Score -3818946 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3819011.500000 Penalty: 3341.280029
	Iteration 32Q: 3 clusters Score -3819012 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3819093.500000 Penalty: 3341.280029
	Iteration 33Q: 3 clusters Score -3819094 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3819164.250000 Penalty: 3341.280029
	Iteration 34Q: 3 clusters Score -3819164 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3819226.000000 Penalty: 3341.280029
	Iteration 35Q: 3 clusters Score -3819226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3819286.250000 Penalty: 3341.280029
	Iteration 36Q: 3 clusters Score -3819286 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3819342.250000 Penalty: 3341.280029
	Iteration 37Q: 3 clusters Score -3819342 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3819420.500000 Penalty: 3341.280029
	Iteration 38Q: 3 clusters Score -3819420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3819488.750000 Penalty: 3341.280029
	Iteration 39Q: 3 clusters Score -3819489 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3819556.250000 Penalty: 3341.280029
	Iteration 40F: 3 clusters Score -3819556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3819629.250000 Penalty: 3341.280029
	Iteration 41Q: 3 clusters Score -3819629 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3819672.000000 Penalty: 3341.280029
	Iteration 42Q: 3 clusters Score -3819672 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3819740.500000 Penalty: 3341.280029
	Iteration 43Q: 3 clusters Score -3819740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3819814.750000 Penalty: 3341.280029
	Iteration 44Q: 3 clusters Score -3819815 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3819860.250000 Penalty: 3341.280029
	Iteration 45Q: 3 clusters Score -3819860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3819915.000000 Penalty: 3341.280029
	Iteration 46Q: 3 clusters Score -3819915 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3819950.750000 Penalty: 3341.280029
	Iteration 47Q: 3 clusters Score -3819951 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3819992.500000 Penalty: 3341.280029
	Iteration 48Q: 3 clusters Score -3819992 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3820028.750000 Penalty: 3341.280029
	Iteration 49Q: 3 clusters Score -3820029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3820067.750000 Penalty: 3341.280029
	Iteration 50Q: 3 clusters Score -3820068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3820104.250000 Penalty: 3341.280029
	Iteration 51Q: 3 clusters Score -3820104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3820144.750000 Penalty: 3341.280029
	Iteration 52Q: 3 clusters Score -3820145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3820186.750000 Penalty: 3341.280029
	Iteration 53Q: 3 clusters Score -3820187 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3820230.750000 Penalty: 3341.280029
	Iteration 54Q: 3 clusters Score -3820231 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3820264.250000 Penalty: 3341.280029
	Iteration 55Q: 3 clusters Score -3820264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3820318.500000 Penalty: 3341.280029
	Iteration 56Q: 3 clusters Score -3820318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3820360.250000 Penalty: 3341.280029
	Iteration 57Q: 3 clusters Score -3820360 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3820418.750000 Penalty: 3341.280029
	Iteration 58Q: 3 clusters Score -3820419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3820453.750000 Penalty: 3341.280029
	Iteration 59Q: 3 clusters Score -3820454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3820478.500000 Penalty: 3341.280029
	Iteration 60F: 3 clusters Score -3820478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3820537.500000 Penalty: 3341.280029
	Iteration 61Q: 3 clusters Score -3820538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3820581.250000 Penalty: 3341.280029
	Iteration 62Q: 3 clusters Score -3820581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3820609.500000 Penalty: 3341.280029
	Iteration 63Q: 3 clusters Score -3820610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3820651.500000 Penalty: 3341.280029
	Iteration 64Q: 3 clusters Score -3820652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3820690.750000 Penalty: 3341.280029
	Iteration 65Q: 3 clusters Score -3820691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3820726.250000 Penalty: 3341.280029
	Iteration 66Q: 3 clusters Score -3820726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3820744.750000 Penalty: 3341.280029
	Iteration 67Q: 3 clusters Score -3820745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3820763.000000 Penalty: 3341.280029
	Iteration 68Q: 3 clusters Score -3820763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3820783.250000 Penalty: 3341.280029
	Iteration 69Q: 3 clusters Score -3820783 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3820799.250000 Penalty: 3341.280029
	Iteration 70Q: 3 clusters Score -3820799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3820819.250000 Penalty: 3341.280029
	Iteration 71Q: 3 clusters Score -3820819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3820827.500000 Penalty: 3341.280029
	Iteration 72Q: 3 clusters Score -3820828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3820832.500000 Penalty: 3341.280029
	Iteration 73Q: 3 clusters Score -3820832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3820844.500000 Penalty: 3341.280029
	Iteration 74Q: 3 clusters Score -3820844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3820846.250000 Penalty: 3341.280029
	Iteration 75Q: 3 clusters Score -3820846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3820856.000000 Penalty: 3341.280029
	Iteration 76Q: 3 clusters Score -3820856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3820868.500000 Penalty: 3341.280029
	Iteration 77Q: 3 clusters Score -3820868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3820881.500000 Penalty: 3341.280029
	Iteration 78Q: 3 clusters Score -3820882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3820883.750000 Penalty: 3341.280029
	Iteration 79Q: 3 clusters Score -3820884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3820891.250000 Penalty: 3341.280029
	Iteration 80F: 3 clusters Score -3820891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3820903.750000 Penalty: 3341.280029
	Iteration 81Q: 3 clusters Score -3820904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3820908.000000 Penalty: 3341.280029
	Iteration 82Q: 3 clusters Score -3820908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3820908.000000 Penalty: 3341.280029
	Iteration 83Q: 3 clusters Score -3820908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3820912.500000 Penalty: 3341.280029
	Iteration 84Q: 3 clusters Score -3820912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3820914.500000 Penalty: 3341.280029
	Iteration 85Q: 3 clusters Score -3820914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3820917.750000 Penalty: 3341.280029
	Iteration 86Q: 3 clusters Score -3820918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3820924.250000 Penalty: 3341.280029
	Iteration 87Q: 3 clusters Score -3820924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3820924.000000 Penalty: 3341.280029
	Iteration 88Q: 3 clusters Score -3820924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3820933.000000 Penalty: 3341.280029
	Iteration 89Q: 3 clusters Score -3820933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3820933.500000 Penalty: 3341.280029
	Iteration 90Q: 3 clusters Score -3820934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3820933.250000 Penalty: 3341.280029
	Iteration 91Q: 3 clusters Score -3820933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3820933.500000 Penalty: 3341.280029
	Iteration 92Q: 3 clusters Score -3820934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3820940.750000 Penalty: 3341.280029
	Iteration 93Q: 3 clusters Score -3820941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3820945.250000 Penalty: 3341.280029
	Iteration 94Q: 3 clusters Score -3820945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3820952.250000 Penalty: 3341.280029
	Iteration 95Q: 3 clusters Score -3820952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3820959.250000 Penalty: 3341.280029
	Iteration 96Q: 3 clusters Score -3820959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3820962.250000 Penalty: 3341.280029
	Iteration 97Q: 3 clusters Score -3820962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3820967.750000 Penalty: 3341.280029
	Iteration 98Q: 3 clusters Score -3820968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3820970.500000 Penalty: 3341.280029
	Iteration 99Q: 3 clusters Score -3820970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3820973.750000 Penalty: 3341.280029
	Iteration 100F: 3 clusters Score -3820974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3820973.250000 Penalty: 3341.280029
	Iteration 101Q: 3 clusters Score -3820973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3820972.000000 Penalty: 3341.280029
	Iteration 102Q: 3 clusters Score -3820972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3820979.750000 Penalty: 3341.280029
	Iteration 103Q: 3 clusters Score -3820980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3820979.500000 Penalty: 3341.280029
	Iteration 104Q: 3 clusters Score -3820980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3820978.000000 Penalty: 3341.280029
	Iteration 105Q: 3 clusters Score -3820978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3820983.250000 Penalty: 3341.280029
	Iteration 106Q: 3 clusters Score -3820983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3820991.000000 Penalty: 3341.280029
	Iteration 107Q: 3 clusters Score -3820991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3820996.250000 Penalty: 3341.280029
	Iteration 108Q: 3 clusters Score -3820996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3820999.250000 Penalty: 3341.280029
	Iteration 109Q: 3 clusters Score -3820999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3820994.500000 Penalty: 3341.280029
	Iteration 110Q: 3 clusters Score -3820994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3820998.500000 Penalty: 3341.280029
	Iteration 111Q: 3 clusters Score -3820998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3821004.250000 Penalty: 3341.280029
	Iteration 112Q: 3 clusters Score -3821004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3821005.500000 Penalty: 3341.280029
	Iteration 113Q: 3 clusters Score -3821006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3821005.250000 Penalty: 3341.280029
	Iteration 114Q: 3 clusters Score -3821005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3821007.000000 Penalty: 3341.280029
	Iteration 115Q: 3 clusters Score -3821007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3821003.000000 Penalty: 3341.280029
	Iteration 116Q: 3 clusters Score -3821003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3821003.250000 Penalty: 3341.280029
	Iteration 117Q: 3 clusters Score -3821003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3821003.250000 Penalty: 3341.280029
	Iteration 118F: 3 clusters Score -3821003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -39882.105469 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -39882.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38959.007812 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -38959.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39084.894531 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -39084.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39137.214844 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -39137.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39178.386719 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -39178.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39191.851562 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -39191.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39198.402344 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -39198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39201.613281 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -39201.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39202.746094 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -39202.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39206.597656 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -39206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39208.265625 Penalty: 1873.687134
	Iteration 9Q: 3 clusters Score -39208.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39208.265625 Penalty: 1873.687134
	Iteration 10F: 3 clusters Score -39208.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -40662.875000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -40662.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39726.757812 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -39726.76 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40005.500000 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -40005.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40130.894531 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -40130.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40236.230469 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -40236.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40307.347656 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -40307.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40404.953125 Penalty: 1973.739502
	Iteration 5F: 3 clusters Score -40404.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40430.835938 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -40430.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40458.898438 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -40458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40467.542969 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -40467.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40468.667969 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -40468.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40471.476562 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -40471.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40473.683594 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -40473.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40473.683594 Penalty: 1973.739502
	Iteration 12F: 3 clusters Score -40473.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (62512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Entering Unmasked Estep 
Score: -8273750.500000 Penalty: 1794.505981
	Iteration 0F: 2 clusters Score -8273750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -8233608.000000 Penalty: 3589.011963
	Iteration 0F: 3 clusters Score -8233608 nChanged 29655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -8250122.500000 Penalty: 3589.011963
	Iteration 1F: 3 clusters Score -8250122 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -8250818.000000 Penalty: 3589.011963
	Iteration 2Q: 3 clusters Score -8250818 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -8251975.000000 Penalty: 3589.011963
	Iteration 3Q: 3 clusters Score -8251975 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8253741.500000 Penalty: 3589.011963
	Iteration 4F: 3 clusters Score -8253742 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8256255.000000 Penalty: 3589.011963
	Iteration 5F: 3 clusters Score -8256255 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8259479.500000 Penalty: 3589.011963
	Iteration 6F: 3 clusters Score -8259480 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8262724.500000 Penalty: 3589.011963
	Iteration 7F: 3 clusters Score -8262724 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -8265363.500000 Penalty: 3589.011963
	Iteration 8F: 3 clusters Score -8265364 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -8267323.000000 Penalty: 3589.011963
	Iteration 9Q: 3 clusters Score -8267323 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -8268528.000000 Penalty: 3589.011963
	Iteration 10Q: 3 clusters Score -8268528 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -8269221.500000 Penalty: 3589.011963
	Iteration 11Q: 3 clusters Score -8269222 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8269780.000000 Penalty: 3589.011963
	Iteration 12Q: 3 clusters Score -8269780 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -8270213.000000 Penalty: 3589.011963
	Iteration 13Q: 3 clusters Score -8270213 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -8270586.500000 Penalty: 3589.011963
	Iteration 14Q: 3 clusters Score -8270586 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -8270945.500000 Penalty: 3589.011963
	Iteration 15Q: 3 clusters Score -8270946 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8271362.000000 Penalty: 3589.011963
	Iteration 16Q: 3 clusters Score -8271362 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -8271640.500000 Penalty: 3589.011963
	Iteration 17Q: 3 clusters Score -8271640 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8271912.000000 Penalty: 3589.011963
	Iteration 18Q: 3 clusters Score -8271912 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8272108.500000 Penalty: 3589.011963
	Iteration 19Q: 3 clusters Score -8272108 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8272291.000000 Penalty: 3589.011963
	Iteration 20F: 3 clusters Score -8272291 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8272432.000000 Penalty: 3589.011963
	Iteration 21Q: 3 clusters Score -8272432 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8272564.500000 Penalty: 3589.011963
	Iteration 22Q: 3 clusters Score -8272564 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8272679.000000 Penalty: 3589.011963
	Iteration 23Q: 3 clusters Score -8272679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8272757.000000 Penalty: 3589.011963
	Iteration 24Q: 3 clusters Score -8272757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8272791.000000 Penalty: 3589.011963
	Iteration 25Q: 3 clusters Score -8272791 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8272804.000000 Penalty: 3589.011963
	Iteration 26Q: 3 clusters Score -8272804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8272815.500000 Penalty: 3589.011963
	Iteration 27Q: 3 clusters Score -8272816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8272817.000000 Penalty: 3589.011963
	Iteration 28Q: 3 clusters Score -8272817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8272799.500000 Penalty: 3589.011963
	Iteration 29Q: 3 clusters Score -8272800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8272812.500000 Penalty: 3589.011963
	Iteration 30Q: 3 clusters Score -8272812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8272818.000000 Penalty: 3589.011963
	Iteration 31Q: 3 clusters Score -8272818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8272831.500000 Penalty: 3589.011963
	Iteration 32Q: 3 clusters Score -8272832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8272848.500000 Penalty: 3589.011963
	Iteration 33Q: 3 clusters Score -8272848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8272829.500000 Penalty: 3589.011963
	Iteration 34Q: 3 clusters Score -8272830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8272834.500000 Penalty: 3589.011963
	Iteration 35Q: 3 clusters Score -8272834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8272838.000000 Penalty: 3589.011963
	Iteration 36Q: 3 clusters Score -8272838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8272848.000000 Penalty: 3589.011963
	Iteration 37Q: 3 clusters Score -8272848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8272865.500000 Penalty: 3589.011963
	Iteration 38Q: 3 clusters Score -8272866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8272865.500000 Penalty: 3589.011963
	Iteration 39Q: 3 clusters Score -8272866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8272858.500000 Penalty: 3589.011963
	Iteration 40F: 3 clusters Score -8272858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8272864.000000 Penalty: 3589.011963
	Iteration 41Q: 3 clusters Score -8272864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8272860.500000 Penalty: 3589.011963
	Iteration 42Q: 3 clusters Score -8272860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8272860.000000 Penalty: 3589.011963
	Iteration 43Q: 3 clusters Score -8272860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8272863.500000 Penalty: 3589.011963
	Iteration 44Q: 3 clusters Score -8272864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8272860.000000 Penalty: 3589.011963
	Iteration 45Q: 3 clusters Score -8272860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8272861.000000 Penalty: 3589.011963
	Iteration 46Q: 3 clusters Score -8272861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8272860.000000 Penalty: 3589.011963
	Iteration 47Q: 3 clusters Score -8272860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8272858.500000 Penalty: 3589.011963
	Iteration 48Q: 3 clusters Score -8272858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8272857.000000 Penalty: 3589.011963
	Iteration 49Q: 3 clusters Score -8272857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8272855.000000 Penalty: 3589.011963
	Iteration 50Q: 3 clusters Score -8272855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8272862.000000 Penalty: 3589.011963
	Iteration 51Q: 3 clusters Score -8272862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8272857.500000 Penalty: 3589.011963
	Iteration 52Q: 3 clusters Score -8272858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8272851.000000 Penalty: 3589.011963
	Iteration 53Q: 3 clusters Score -8272851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8272858.000000 Penalty: 3589.011963
	Iteration 54Q: 3 clusters Score -8272858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8272858.000000 Penalty: 3589.011963
	Iteration 55Q: 3 clusters Score -8272858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8272855.000000 Penalty: 3589.011963
	Iteration 56Q: 3 clusters Score -8272855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8272843.000000 Penalty: 3589.011963
	Iteration 57Q: 3 clusters Score -8272843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8272843.000000 Penalty: 3589.011963
	Iteration 58Q: 3 clusters Score -8272843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8272841.500000 Penalty: 3589.011963
	Iteration 59Q: 3 clusters Score -8272842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8272838.500000 Penalty: 3589.011963
	Iteration 60F: 3 clusters Score -8272838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8272828.500000 Penalty: 3589.011963
	Iteration 61Q: 3 clusters Score -8272828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8272827.500000 Penalty: 3589.011963
	Iteration 62Q: 3 clusters Score -8272828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8272826.000000 Penalty: 3589.011963
	Iteration 63Q: 3 clusters Score -8272826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8272826.000000 Penalty: 3589.011963
	Iteration 64F: 3 clusters Score -8272826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Entering Unmasked Estep 
Score: -9262675.000000 Penalty: 1811.407593
	Iteration 0F: 2 clusters Score -9262675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -9217224.000000 Penalty: 3622.815186
	Iteration 0F: 3 clusters Score -9217224 nChanged 32815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -9236244.000000 Penalty: 3622.815186
	Iteration 1F: 3 clusters Score -9236244 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -9236790.000000 Penalty: 3622.815186
	Iteration 2Q: 3 clusters Score -9236790 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -9237389.000000 Penalty: 3622.815186
	Iteration 3Q: 3 clusters Score -9237389 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -9238082.000000 Penalty: 3622.815186
	Iteration 4Q: 3 clusters Score -9238082 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -9238941.000000 Penalty: 3622.815186
	Iteration 5Q: 3 clusters Score -9238941 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -9239900.000000 Penalty: 3622.815186
	Iteration 6Q: 3 clusters Score -9239900 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -9241071.000000 Penalty: 3622.815186
	Iteration 7Q: 3 clusters Score -9241071 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -9242442.000000 Penalty: 3622.815186
	Iteration 8Q: 3 clusters Score -9242442 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9244516.000000 Penalty: 3622.815186
	Iteration 9Q: 3 clusters Score -9244516 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9247227.000000 Penalty: 3622.815186
	Iteration 10F: 3 clusters Score -9247227 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9249951.000000 Penalty: 3622.815186
	Iteration 11F: 3 clusters Score -9249951 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -9251351.000000 Penalty: 3622.815186
	Iteration 12Q: 3 clusters Score -9251351 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9251827.000000 Penalty: 3622.815186
	Iteration 13Q: 3 clusters Score -9251827 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -9252051.000000 Penalty: 3622.815186
	Iteration 14Q: 3 clusters Score -9252051 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -9252256.000000 Penalty: 3622.815186
	Iteration 15Q: 3 clusters Score -9252256 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -9252438.000000 Penalty: 3622.815186
	Iteration 16Q: 3 clusters Score -9252438 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -9252609.000000 Penalty: 3622.815186
	Iteration 17Q: 3 clusters Score -9252609 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -9252747.000000 Penalty: 3622.815186
	Iteration 18Q: 3 clusters Score -9252747 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -9252900.000000 Penalty: 3622.815186
	Iteration 19Q: 3 clusters Score -9252900 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -9253111.000000 Penalty: 3622.815186
	Iteration 20F: 3 clusters Score -9253111 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -9253170.000000 Penalty: 3622.815186
	Iteration 21Q: 3 clusters Score -9253170 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9253360.000000 Penalty: 3622.815186
	Iteration 22Q: 3 clusters Score -9253360 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -9253557.000000 Penalty: 3622.815186
	Iteration 23Q: 3 clusters Score -9253557 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -9253722.000000 Penalty: 3622.815186
	Iteration 24Q: 3 clusters Score -9253722 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -9253919.000000 Penalty: 3622.815186
	Iteration 25Q: 3 clusters Score -9253919 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -9254074.000000 Penalty: 3622.815186
	Iteration 26Q: 3 clusters Score -9254074 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -9254277.000000 Penalty: 3622.815186
	Iteration 27Q: 3 clusters Score -9254277 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -9254428.000000 Penalty: 3622.815186
	Iteration 28Q: 3 clusters Score -9254428 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -9254554.000000 Penalty: 3622.815186
	Iteration 29Q: 3 clusters Score -9254554 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -9254645.000000 Penalty: 3622.815186
	Iteration 30Q: 3 clusters Score -9254645 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -9254735.000000 Penalty: 3622.815186
	Iteration 31Q: 3 clusters Score -9254735 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -9254851.000000 Penalty: 3622.815186
	Iteration 32Q: 3 clusters Score -9254851 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -9254936.000000 Penalty: 3622.815186
	Iteration 33Q: 3 clusters Score -9254936 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -9255049.000000 Penalty: 3622.815186
	Iteration 34Q: 3 clusters Score -9255049 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -9255174.000000 Penalty: 3622.815186
	Iteration 35Q: 3 clusters Score -9255174 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -9255304.000000 Penalty: 3622.815186
	Iteration 36Q: 3 clusters Score -9255304 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -9255446.000000 Penalty: 3622.815186
	Iteration 37Q: 3 clusters Score -9255446 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -9255624.000000 Penalty: 3622.815186
	Iteration 38Q: 3 clusters Score -9255624 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -9255761.000000 Penalty: 3622.815186
	Iteration 39Q: 3 clusters Score -9255761 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -9255876.000000 Penalty: 3622.815186
	Iteration 40F: 3 clusters Score -9255876 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -9255962.000000 Penalty: 3622.815186
	Iteration 41Q: 3 clusters Score -9255962 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -9256066.000000 Penalty: 3622.815186
	Iteration 42Q: 3 clusters Score -9256066 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -9256225.000000 Penalty: 3622.815186
	Iteration 43Q: 3 clusters Score -9256225 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -9256329.000000 Penalty: 3622.815186
	Iteration 44Q: 3 clusters Score -9256329 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -9256403.000000 Penalty: 3622.815186
	Iteration 45Q: 3 clusters Score -9256403 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -9256515.000000 Penalty: 3622.815186
	Iteration 46Q: 3 clusters Score -9256515 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -9256632.000000 Penalty: 3622.815186
	Iteration 47Q: 3 clusters Score -9256632 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -9256749.000000 Penalty: 3622.815186
	Iteration 48Q: 3 clusters Score -9256749 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -9256781.000000 Penalty: 3622.815186
	Iteration 49Q: 3 clusters Score -9256781 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -9256886.000000 Penalty: 3622.815186
	Iteration 50Q: 3 clusters Score -9256886 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -9256957.000000 Penalty: 3622.815186
	Iteration 51Q: 3 clusters Score -9256957 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -9257067.000000 Penalty: 3622.815186
	Iteration 52Q: 3 clusters Score -9257067 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -9257205.000000 Penalty: 3622.815186
	Iteration 53Q: 3 clusters Score -9257205 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -9257345.000000 Penalty: 3622.815186
	Iteration 54Q: 3 clusters Score -9257345 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -9257513.000000 Penalty: 3622.815186
	Iteration 55Q: 3 clusters Score -9257513 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -9257711.000000 Penalty: 3622.815186
	Iteration 56Q: 3 clusters Score -9257711 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -9257965.000000 Penalty: 3622.815186
	Iteration 57Q: 3 clusters Score -9257965 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -9258227.000000 Penalty: 3622.815186
	Iteration 58Q: 3 clusters Score -9258227 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -9258499.000000 Penalty: 3622.815186
	Iteration 59Q: 3 clusters Score -9258499 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -9258821.000000 Penalty: 3622.815186
	Iteration 60F: 3 clusters Score -9258821 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -9259128.000000 Penalty: 3622.815186
	Iteration 61Q: 3 clusters Score -9259128 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -9259536.000000 Penalty: 3622.815186
	Iteration 62Q: 3 clusters Score -9259536 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -9259858.000000 Penalty: 3622.815186
	Iteration 63Q: 3 clusters Score -9259858 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -9260198.000000 Penalty: 3622.815186
	Iteration 64Q: 3 clusters Score -9260198 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -9260457.000000 Penalty: 3622.815186
	Iteration 65Q: 3 clusters Score -9260457 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -9260615.000000 Penalty: 3622.815186
	Iteration 66Q: 3 clusters Score -9260615 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9260708.000000 Penalty: 3622.815186
	Iteration 67Q: 3 clusters Score -9260708 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9260792.000000 Penalty: 3622.815186
	Iteration 68Q: 3 clusters Score -9260792 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9260861.000000 Penalty: 3622.815186
	Iteration 69Q: 3 clusters Score -9260861 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9260966.000000 Penalty: 3622.815186
	Iteration 70Q: 3 clusters Score -9260966 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9261016.000000 Penalty: 3622.815186
	Iteration 71Q: 3 clusters Score -9261016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9260996.000000 Penalty: 3622.815186
	Iteration 72Q: 3 clusters Score -9260996 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9261057.000000 Penalty: 3622.815186
	Iteration 73Q: 3 clusters Score -9261057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9261114.000000 Penalty: 3622.815186
	Iteration 74Q: 3 clusters Score -9261114 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9261142.000000 Penalty: 3622.815186
	Iteration 75Q: 3 clusters Score -9261142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9261175.000000 Penalty: 3622.815186
	Iteration 76Q: 3 clusters Score -9261175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9261218.000000 Penalty: 3622.815186
	Iteration 77Q: 3 clusters Score -9261218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9261225.000000 Penalty: 3622.815186
	Iteration 78Q: 3 clusters Score -9261225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9261225.000000 Penalty: 3622.815186
	Iteration 79Q: 3 clusters Score -9261225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9261210.000000 Penalty: 3622.815186
	Iteration 80F: 3 clusters Score -9261210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9261216.000000 Penalty: 3622.815186
	Iteration 81Q: 3 clusters Score -9261216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9261209.000000 Penalty: 3622.815186
	Iteration 82Q: 3 clusters Score -9261209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9261225.000000 Penalty: 3622.815186
	Iteration 83Q: 3 clusters Score -9261225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9261224.000000 Penalty: 3622.815186
	Iteration 84Q: 3 clusters Score -9261224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9261226.000000 Penalty: 3622.815186
	Iteration 85Q: 3 clusters Score -9261226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9261263.000000 Penalty: 3622.815186
	Iteration 86Q: 3 clusters Score -9261263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9261282.000000 Penalty: 3622.815186
	Iteration 87Q: 3 clusters Score -9261282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9261287.000000 Penalty: 3622.815186
	Iteration 88Q: 3 clusters Score -9261287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9261313.000000 Penalty: 3622.815186
	Iteration 89Q: 3 clusters Score -9261313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9261326.000000 Penalty: 3622.815186
	Iteration 90Q: 3 clusters Score -9261326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9261324.000000 Penalty: 3622.815186
	Iteration 91Q: 3 clusters Score -9261324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9261327.000000 Penalty: 3622.815186
	Iteration 92Q: 3 clusters Score -9261327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9261338.000000 Penalty: 3622.815186
	Iteration 93Q: 3 clusters Score -9261338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9261335.000000 Penalty: 3622.815186
	Iteration 94Q: 3 clusters Score -9261335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9261333.000000 Penalty: 3622.815186
	Iteration 95Q: 3 clusters Score -9261333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9261336.000000 Penalty: 3622.815186
	Iteration 96Q: 3 clusters Score -9261336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9261347.000000 Penalty: 3622.815186
	Iteration 97Q: 3 clusters Score -9261347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9261348.000000 Penalty: 3622.815186
	Iteration 98Q: 3 clusters Score -9261348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9261342.000000 Penalty: 3622.815186
	Iteration 99Q: 3 clusters Score -9261342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9261336.000000 Penalty: 3622.815186
	Iteration 100F: 3 clusters Score -9261336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9261340.000000 Penalty: 3622.815186
	Iteration 101Q: 3 clusters Score -9261340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9261340.000000 Penalty: 3622.815186
	Iteration 102F: 3 clusters Score -9261340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1694283.375000 Penalty: 1533.006104
	Iteration 0F: 2 clusters Score -1694283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1685524.125000 Penalty: 3066.012207
	Iteration 0F: 3 clusters Score -1685524 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1688403.125000 Penalty: 3066.012207
	Iteration 1F: 3 clusters Score -1688403 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1688649.250000 Penalty: 3066.012207
	Iteration 2F: 3 clusters Score -1688649 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1688851.750000 Penalty: 3066.012207
	Iteration 3Q: 3 clusters Score -1688852 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1689031.250000 Penalty: 3066.012207
	Iteration 4Q: 3 clusters Score -1689031 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1689194.000000 Penalty: 3066.012207
	Iteration 5Q: 3 clusters Score -1689194 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1689386.625000 Penalty: 3066.012207
	Iteration 6Q: 3 clusters Score -1689387 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1689610.250000 Penalty: 3066.012207
	Iteration 7Q: 3 clusters Score -1689610 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1689925.000000 Penalty: 3066.012207
	Iteration 8Q: 3 clusters Score -1689925 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1690311.125000 Penalty: 3066.012207
	Iteration 9Q: 3 clusters Score -1690311 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1690771.875000 Penalty: 3066.012207
	Iteration 10F: 3 clusters Score -1690772 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1691250.500000 Penalty: 3066.012207
	Iteration 11Q: 3 clusters Score -1691250 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1691735.750000 Penalty: 3066.012207
	Iteration 12Q: 3 clusters Score -1691736 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1692122.875000 Penalty: 3066.012207
	Iteration 13Q: 3 clusters Score -1692123 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1692407.000000 Penalty: 3066.012207
	Iteration 14Q: 3 clusters Score -1692407 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1692594.750000 Penalty: 3066.012207
	Iteration 15Q: 3 clusters Score -1692595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1692712.625000 Penalty: 3066.012207
	Iteration 16Q: 3 clusters Score -1692713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1692782.750000 Penalty: 3066.012207
	Iteration 17Q: 3 clusters Score -1692783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1692820.875000 Penalty: 3066.012207
	Iteration 18Q: 3 clusters Score -1692821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1692850.250000 Penalty: 3066.012207
	Iteration 19Q: 3 clusters Score -1692850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1692866.375000 Penalty: 3066.012207
	Iteration 20F: 3 clusters Score -1692866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1692877.875000 Penalty: 3066.012207
	Iteration 21Q: 3 clusters Score -1692878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1692888.375000 Penalty: 3066.012207
	Iteration 22Q: 3 clusters Score -1692888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1692900.875000 Penalty: 3066.012207
	Iteration 23Q: 3 clusters Score -1692901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1692906.250000 Penalty: 3066.012207
	Iteration 24Q: 3 clusters Score -1692906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1692909.625000 Penalty: 3066.012207
	Iteration 25Q: 3 clusters Score -1692910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1692912.625000 Penalty: 3066.012207
	Iteration 26Q: 3 clusters Score -1692913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1692921.500000 Penalty: 3066.012207
	Iteration 27Q: 3 clusters Score -1692922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1692929.250000 Penalty: 3066.012207
	Iteration 28Q: 3 clusters Score -1692929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1692933.500000 Penalty: 3066.012207
	Iteration 29Q: 3 clusters Score -1692934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1692937.000000 Penalty: 3066.012207
	Iteration 30Q: 3 clusters Score -1692937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1692938.750000 Penalty: 3066.012207
	Iteration 31Q: 3 clusters Score -1692939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1692940.625000 Penalty: 3066.012207
	Iteration 32Q: 3 clusters Score -1692941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1692941.750000 Penalty: 3066.012207
	Iteration 33Q: 3 clusters Score -1692942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1692944.000000 Penalty: 3066.012207
	Iteration 34Q: 3 clusters Score -1692944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1692943.500000 Penalty: 3066.012207
	Iteration 35Q: 3 clusters Score -1692944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1692943.500000 Penalty: 3066.012207
	Iteration 36F: 3 clusters Score -1692944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13997.140625 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13997.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14107.573242 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14107.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14123.759766 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -14123.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14138.677734 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14138.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14152.221680 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14152.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14161.614258 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14161.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14173.487305 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14173.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14186.545898 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -14186.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14202.557617 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -14202.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14208.653320 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -14208.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14217.755859 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -14217.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14227.138672 Penalty: 1754.402954
	Iteration 11Q: 3 clusters Score -14227.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14227.138672 Penalty: 1754.402954
	Iteration 12F: 3 clusters Score -14227.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48847.429688 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48847.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48991.128906 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -48991.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49035.105469 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49035.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49051.058594 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49051.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49052.703125 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49054.421875 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49054.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49055.632812 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49055.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49055.632812 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -49055.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68952.085938 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68952.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69084.031250 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69084.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69152.335938 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69152.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69175.585938 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69175.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69180.750000 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69180.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69182.265625 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69182.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69183.609375 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69183.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69183.937500 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69183.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69183.937500 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -69183.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -47985.589844 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -47985.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46999.546875 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -46999.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47189.914062 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -47189.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47283.222656 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -47283.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47356.437500 Penalty: 1963.855713
	Iteration 3F: 3 clusters Score -47356.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47484.339844 Penalty: 1963.855713
	Iteration 4F: 3 clusters Score -47484.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47592.984375 Penalty: 1963.855713
	Iteration 5F: 3 clusters Score -47592.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47659.417969 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -47659.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47724.109375 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -47724.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47753.402344 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -47753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47772.582031 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -47772.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47779.089844 Penalty: 1963.855713
	Iteration 10Q: 3 clusters Score -47779.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47779.089844 Penalty: 1963.855713
	Iteration 11F: 3 clusters Score -47779.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (24295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Entering Unmasked Estep 
Score: -3244025.500000 Penalty: 1640.929321
	Iteration 0F: 2 clusters Score -3244026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3227456.250000 Penalty: 3281.858643
	Iteration 0F: 3 clusters Score -3227456 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3233575.250000 Penalty: 3281.858643
	Iteration 1F: 3 clusters Score -3233575 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3233984.500000 Penalty: 3281.858643
	Iteration 2Q: 3 clusters Score -3233984 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3234397.250000 Penalty: 3281.858643
	Iteration 3Q: 3 clusters Score -3234397 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3234788.750000 Penalty: 3281.858643
	Iteration 4Q: 3 clusters Score -3234789 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3235291.000000 Penalty: 3281.858643
	Iteration 5Q: 3 clusters Score -3235291 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3235854.250000 Penalty: 3281.858643
	Iteration 6Q: 3 clusters Score -3235854 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3236586.250000 Penalty: 3281.858643
	Iteration 7Q: 3 clusters Score -3236586 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3237454.250000 Penalty: 3281.858643
	Iteration 8F: 3 clusters Score -3237454 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3238343.250000 Penalty: 3281.858643
	Iteration 9F: 3 clusters Score -3238343 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3238935.750000 Penalty: 3281.858643
	Iteration 10Q: 3 clusters Score -3238936 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3239211.500000 Penalty: 3281.858643
	Iteration 11Q: 3 clusters Score -3239212 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3239332.500000 Penalty: 3281.858643
	Iteration 12Q: 3 clusters Score -3239332 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3239414.000000 Penalty: 3281.858643
	Iteration 13Q: 3 clusters Score -3239414 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3239453.250000 Penalty: 3281.858643
	Iteration 14Q: 3 clusters Score -3239453 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3239477.750000 Penalty: 3281.858643
	Iteration 15Q: 3 clusters Score -3239478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3239489.000000 Penalty: 3281.858643
	Iteration 16Q: 3 clusters Score -3239489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3239509.500000 Penalty: 3281.858643
	Iteration 17Q: 3 clusters Score -3239510 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3239539.750000 Penalty: 3281.858643
	Iteration 18Q: 3 clusters Score -3239540 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3239560.750000 Penalty: 3281.858643
	Iteration 19Q: 3 clusters Score -3239561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3239580.750000 Penalty: 3281.858643
	Iteration 20F: 3 clusters Score -3239581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3239591.250000 Penalty: 3281.858643
	Iteration 21Q: 3 clusters Score -3239591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3239597.000000 Penalty: 3281.858643
	Iteration 22Q: 3 clusters Score -3239597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3239607.500000 Penalty: 3281.858643
	Iteration 23Q: 3 clusters Score -3239608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3239623.750000 Penalty: 3281.858643
	Iteration 24Q: 3 clusters Score -3239624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3239641.750000 Penalty: 3281.858643
	Iteration 25Q: 3 clusters Score -3239642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3239665.750000 Penalty: 3281.858643
	Iteration 26Q: 3 clusters Score -3239666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3239688.750000 Penalty: 3281.858643
	Iteration 27Q: 3 clusters Score -3239689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3239699.500000 Penalty: 3281.858643
	Iteration 28Q: 3 clusters Score -3239700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3239723.000000 Penalty: 3281.858643
	Iteration 29Q: 3 clusters Score -3239723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3239726.000000 Penalty: 3281.858643
	Iteration 30Q: 3 clusters Score -3239726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3239759.250000 Penalty: 3281.858643
	Iteration 31Q: 3 clusters Score -3239759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3239782.250000 Penalty: 3281.858643
	Iteration 32Q: 3 clusters Score -3239782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3239804.250000 Penalty: 3281.858643
	Iteration 33Q: 3 clusters Score -3239804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3239825.250000 Penalty: 3281.858643
	Iteration 34Q: 3 clusters Score -3239825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3239853.500000 Penalty: 3281.858643
	Iteration 35Q: 3 clusters Score -3239854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3239871.250000 Penalty: 3281.858643
	Iteration 36Q: 3 clusters Score -3239871 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3239904.250000 Penalty: 3281.858643
	Iteration 37Q: 3 clusters Score -3239904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3239930.250000 Penalty: 3281.858643
	Iteration 38Q: 3 clusters Score -3239930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3239967.000000 Penalty: 3281.858643
	Iteration 39Q: 3 clusters Score -3239967 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3239999.250000 Penalty: 3281.858643
	Iteration 40F: 3 clusters Score -3239999 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3240040.750000 Penalty: 3281.858643
	Iteration 41Q: 3 clusters Score -3240041 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3240085.500000 Penalty: 3281.858643
	Iteration 42Q: 3 clusters Score -3240086 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3240119.250000 Penalty: 3281.858643
	Iteration 43Q: 3 clusters Score -3240119 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3240181.250000 Penalty: 3281.858643
	Iteration 44Q: 3 clusters Score -3240181 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3240213.750000 Penalty: 3281.858643
	Iteration 45Q: 3 clusters Score -3240214 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3240272.750000 Penalty: 3281.858643
	Iteration 46Q: 3 clusters Score -3240273 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3240328.000000 Penalty: 3281.858643
	Iteration 47Q: 3 clusters Score -3240328 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3240385.750000 Penalty: 3281.858643
	Iteration 48Q: 3 clusters Score -3240386 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3240428.500000 Penalty: 3281.858643
	Iteration 49Q: 3 clusters Score -3240428 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3240497.750000 Penalty: 3281.858643
	Iteration 50Q: 3 clusters Score -3240498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3240568.500000 Penalty: 3281.858643
	Iteration 51Q: 3 clusters Score -3240568 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3240647.500000 Penalty: 3281.858643
	Iteration 52Q: 3 clusters Score -3240648 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3240739.000000 Penalty: 3281.858643
	Iteration 53Q: 3 clusters Score -3240739 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3240829.750000 Penalty: 3281.858643
	Iteration 54Q: 3 clusters Score -3240830 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3240926.750000 Penalty: 3281.858643
	Iteration 55Q: 3 clusters Score -3240927 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3241021.000000 Penalty: 3281.858643
	Iteration 56Q: 3 clusters Score -3241021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3241126.000000 Penalty: 3281.858643
	Iteration 57Q: 3 clusters Score -3241126 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3241210.500000 Penalty: 3281.858643
	Iteration 58Q: 3 clusters Score -3241210 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3241295.250000 Penalty: 3281.858643
	Iteration 59Q: 3 clusters Score -3241295 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3241368.000000 Penalty: 3281.858643
	Iteration 60F: 3 clusters Score -3241368 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3241402.250000 Penalty: 3281.858643
	Iteration 61Q: 3 clusters Score -3241402 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3241446.500000 Penalty: 3281.858643
	Iteration 62Q: 3 clusters Score -3241446 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3241494.500000 Penalty: 3281.858643
	Iteration 63Q: 3 clusters Score -3241494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3241543.500000 Penalty: 3281.858643
	Iteration 64Q: 3 clusters Score -3241544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3241581.500000 Penalty: 3281.858643
	Iteration 65Q: 3 clusters Score -3241582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3241598.250000 Penalty: 3281.858643
	Iteration 66Q: 3 clusters Score -3241598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3241602.750000 Penalty: 3281.858643
	Iteration 67Q: 3 clusters Score -3241603 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3241624.000000 Penalty: 3281.858643
	Iteration 68Q: 3 clusters Score -3241624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3241643.500000 Penalty: 3281.858643
	Iteration 69Q: 3 clusters Score -3241644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3241652.250000 Penalty: 3281.858643
	Iteration 70Q: 3 clusters Score -3241652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3241669.500000 Penalty: 3281.858643
	Iteration 71Q: 3 clusters Score -3241670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3241673.750000 Penalty: 3281.858643
	Iteration 72Q: 3 clusters Score -3241674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3241679.500000 Penalty: 3281.858643
	Iteration 73Q: 3 clusters Score -3241680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3241694.000000 Penalty: 3281.858643
	Iteration 74Q: 3 clusters Score -3241694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3241704.250000 Penalty: 3281.858643
	Iteration 75Q: 3 clusters Score -3241704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3241715.250000 Penalty: 3281.858643
	Iteration 76Q: 3 clusters Score -3241715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3241714.000000 Penalty: 3281.858643
	Iteration 77Q: 3 clusters Score -3241714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3241709.000000 Penalty: 3281.858643
	Iteration 78Q: 3 clusters Score -3241709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3241710.250000 Penalty: 3281.858643
	Iteration 79Q: 3 clusters Score -3241710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3241710.500000 Penalty: 3281.858643
	Iteration 80F: 3 clusters Score -3241710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3241707.500000 Penalty: 3281.858643
	Iteration 81Q: 3 clusters Score -3241708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3241717.500000 Penalty: 3281.858643
	Iteration 82Q: 3 clusters Score -3241718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3241714.500000 Penalty: 3281.858643
	Iteration 83Q: 3 clusters Score -3241714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3241715.250000 Penalty: 3281.858643
	Iteration 84Q: 3 clusters Score -3241715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3241712.000000 Penalty: 3281.858643
	Iteration 85Q: 3 clusters Score -3241712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3241715.500000 Penalty: 3281.858643
	Iteration 86Q: 3 clusters Score -3241716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3241718.500000 Penalty: 3281.858643
	Iteration 87Q: 3 clusters Score -3241718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3241718.250000 Penalty: 3281.858643
	Iteration 88Q: 3 clusters Score -3241718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3241728.750000 Penalty: 3281.858643
	Iteration 89Q: 3 clusters Score -3241729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3241720.500000 Penalty: 3281.858643
	Iteration 90Q: 3 clusters Score -3241720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3241724.750000 Penalty: 3281.858643
	Iteration 91Q: 3 clusters Score -3241725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3241723.500000 Penalty: 3281.858643
	Iteration 92Q: 3 clusters Score -3241724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3241722.000000 Penalty: 3281.858643
	Iteration 93Q: 3 clusters Score -3241722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3241725.500000 Penalty: 3281.858643
	Iteration 94Q: 3 clusters Score -3241726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3241723.250000 Penalty: 3281.858643
	Iteration 95Q: 3 clusters Score -3241723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3241718.750000 Penalty: 3281.858643
	Iteration 96Q: 3 clusters Score -3241719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3241720.250000 Penalty: 3281.858643
	Iteration 97Q: 3 clusters Score -3241720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3241723.000000 Penalty: 3281.858643
	Iteration 98Q: 3 clusters Score -3241723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3241729.000000 Penalty: 3281.858643
	Iteration 99Q: 3 clusters Score -3241729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3241727.500000 Penalty: 3281.858643
	Iteration 100F: 3 clusters Score -3241728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3241733.500000 Penalty: 3281.858643
	Iteration 101Q: 3 clusters Score -3241734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3241737.500000 Penalty: 3281.858643
	Iteration 102Q: 3 clusters Score -3241738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3241739.500000 Penalty: 3281.858643
	Iteration 103Q: 3 clusters Score -3241740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3241742.250000 Penalty: 3281.858643
	Iteration 104Q: 3 clusters Score -3241742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3241741.250000 Penalty: 3281.858643
	Iteration 105Q: 3 clusters Score -3241741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3241742.250000 Penalty: 3281.858643
	Iteration 106Q: 3 clusters Score -3241742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3241741.500000 Penalty: 3281.858643
	Iteration 107Q: 3 clusters Score -3241742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3241741.500000 Penalty: 3281.858643
	Iteration 108Q: 3 clusters Score -3241742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3241737.500000 Penalty: 3281.858643
	Iteration 109Q: 3 clusters Score -3241738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3241737.250000 Penalty: 3281.858643
	Iteration 110Q: 3 clusters Score -3241737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3241739.250000 Penalty: 3281.858643
	Iteration 111Q: 3 clusters Score -3241739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3241740.500000 Penalty: 3281.858643
	Iteration 112Q: 3 clusters Score -3241740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3241743.250000 Penalty: 3281.858643
	Iteration 113Q: 3 clusters Score -3241743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3241746.750000 Penalty: 3281.858643
	Iteration 114Q: 3 clusters Score -3241747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3241751.250000 Penalty: 3281.858643
	Iteration 115Q: 3 clusters Score -3241751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3241747.250000 Penalty: 3281.858643
	Iteration 116Q: 3 clusters Score -3241747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3241744.750000 Penalty: 3281.858643
	Iteration 117Q: 3 clusters Score -3241745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3241740.250000 Penalty: 3281.858643
	Iteration 118Q: 3 clusters Score -3241740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3241747.500000 Penalty: 3281.858643
	Iteration 119Q: 3 clusters Score -3241748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3241749.250000 Penalty: 3281.858643
	Iteration 120F: 3 clusters Score -3241749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3241748.500000 Penalty: 3281.858643
	Iteration 121Q: 3 clusters Score -3241748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3241750.750000 Penalty: 3281.858643
	Iteration 122Q: 3 clusters Score -3241751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3241747.000000 Penalty: 3281.858643
	Iteration 123Q: 3 clusters Score -3241747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3241749.250000 Penalty: 3281.858643
	Iteration 124Q: 3 clusters Score -3241749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3241744.750000 Penalty: 3281.858643
	Iteration 125Q: 3 clusters Score -3241745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3241743.250000 Penalty: 3281.858643
	Iteration 126Q: 3 clusters Score -3241743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3241744.750000 Penalty: 3281.858643
	Iteration 127Q: 3 clusters Score -3241745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3241745.250000 Penalty: 3281.858643
	Iteration 128Q: 3 clusters Score -3241745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3241744.500000 Penalty: 3281.858643
	Iteration 129Q: 3 clusters Score -3241744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3241744.500000 Penalty: 3281.858643
	Iteration 130F: 3 clusters Score -3241744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -51460.695312 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -51460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50461.246094 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -50461.25 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50678.328125 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -50678.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50745.343750 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -50745.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50766.332031 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -50766.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50797.710938 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -50797.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50820.027344 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -50820.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50820.796875 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -50820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50823.175781 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -50823.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50823.175781 Penalty: 1995.462402
	Iteration 8F: 3 clusters Score -50823.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19173.990234 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19173.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19318.847656 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19318.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19408.435547 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19408.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19488.892578 Penalty: 1800.910645
	Iteration 3F: 3 clusters Score -19488.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19515.814453 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19515.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19522.246094 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19522.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19522.246094 Penalty: 1800.910645
	Iteration 6F: 3 clusters Score -19522.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -161179.890625 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -161179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159744.812500 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -159744.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160090.546875 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -160090.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160215.718750 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -160215.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -160276.812500 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -160276.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160337.359375 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -160337.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160375.125000 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -160375.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160408.375000 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -160408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160456.234375 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -160456.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160499.265625 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -160499.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160533.718750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -160533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160562.546875 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -160562.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -160587.218750 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -160587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160608.796875 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -160608.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160634.531250 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -160634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160653.640625 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -160653.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160663.000000 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -160663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160670.890625 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -160670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160677.921875 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -160677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160686.781250 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -160686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160693.437500 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -160693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -160695.281250 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -160695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160702.890625 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -160702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160706.781250 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -160706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -160712.109375 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -160712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -160716.796875 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -160716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160723.687500 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -160723.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -160730.968750 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -160731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160734.015625 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -160734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160734.015625 Penalty: 2268.826904
	Iteration 28F: 3 clusters Score -160734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209572.062500 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209572.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -209911.140625 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209911.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -209974.437500 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209974.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210003.437500 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -210003.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -210024.562500 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -210024.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210040.984375 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -210060.281250 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210060.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210078.109375 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210078.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210100.421875 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210119.812500 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210119.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -210135.078125 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210135.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210152.281250 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210152.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -210162.953125 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210173.453125 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210182.671875 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210189.750000 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210200.328125 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210200.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210210.375000 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210218.453125 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -210218.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -210231.234375 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -210231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -210241.875000 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -210241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210246.578125 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -210246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210250.609375 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -210250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210251.484375 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -210251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -210251.656250 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -210251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -210251.656250 Penalty: 2333.275146
	Iteration 25F: 3 clusters Score -210251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (58333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Entering Unmasked Estep 
Score: -7817781.000000 Penalty: 1783.262573
	Iteration 0F: 2 clusters Score -7817781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7779072.000000 Penalty: 3566.525146
	Iteration 0F: 3 clusters Score -7779072 nChanged 27388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7794457.000000 Penalty: 3566.525146
	Iteration 1F: 3 clusters Score -7794457 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -7794981.500000 Penalty: 3566.525146
	Iteration 2Q: 3 clusters Score -7794982 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -7795655.500000 Penalty: 3566.525146
	Iteration 3Q: 3 clusters Score -7795656 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -7796512.500000 Penalty: 3566.525146
	Iteration 4Q: 3 clusters Score -7796512 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7797778.500000 Penalty: 3566.525146
	Iteration 5Q: 3 clusters Score -7797778 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -7799469.500000 Penalty: 3566.525146
	Iteration 6F: 3 clusters Score -7799470 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7801526.500000 Penalty: 3566.525146
	Iteration 7F: 3 clusters Score -7801526 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -7804264.500000 Penalty: 3566.525146
	Iteration 8F: 3 clusters Score -7804264 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -7807034.500000 Penalty: 3566.525146
	Iteration 9F: 3 clusters Score -7807034 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -7809360.500000 Penalty: 3566.525146
	Iteration 10Q: 3 clusters Score -7809360 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7811134.000000 Penalty: 3566.525146
	Iteration 11Q: 3 clusters Score -7811134 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -7812410.500000 Penalty: 3566.525146
	Iteration 12Q: 3 clusters Score -7812410 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -7813406.000000 Penalty: 3566.525146
	Iteration 13Q: 3 clusters Score -7813406 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7814190.000000 Penalty: 3566.525146
	Iteration 14Q: 3 clusters Score -7814190 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -7814815.500000 Penalty: 3566.525146
	Iteration 15Q: 3 clusters Score -7814816 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -7815254.500000 Penalty: 3566.525146
	Iteration 16Q: 3 clusters Score -7815254 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7815599.000000 Penalty: 3566.525146
	Iteration 17Q: 3 clusters Score -7815599 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7815799.500000 Penalty: 3566.525146
	Iteration 18Q: 3 clusters Score -7815800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -7815929.500000 Penalty: 3566.525146
	Iteration 19Q: 3 clusters Score -7815930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -7816000.500000 Penalty: 3566.525146
	Iteration 20F: 3 clusters Score -7816000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -7816052.500000 Penalty: 3566.525146
	Iteration 21Q: 3 clusters Score -7816052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7816090.000000 Penalty: 3566.525146
	Iteration 22Q: 3 clusters Score -7816090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -7816102.000000 Penalty: 3566.525146
	Iteration 23Q: 3 clusters Score -7816102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -7816123.000000 Penalty: 3566.525146
	Iteration 24Q: 3 clusters Score -7816123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7816143.500000 Penalty: 3566.525146
	Iteration 25Q: 3 clusters Score -7816144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7816161.000000 Penalty: 3566.525146
	Iteration 26Q: 3 clusters Score -7816161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7816182.500000 Penalty: 3566.525146
	Iteration 27Q: 3 clusters Score -7816182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -7816192.500000 Penalty: 3566.525146
	Iteration 28Q: 3 clusters Score -7816192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -7816211.500000 Penalty: 3566.525146
	Iteration 29Q: 3 clusters Score -7816212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -7816218.500000 Penalty: 3566.525146
	Iteration 30Q: 3 clusters Score -7816218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -7816223.000000 Penalty: 3566.525146
	Iteration 31Q: 3 clusters Score -7816223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -7816228.500000 Penalty: 3566.525146
	Iteration 32Q: 3 clusters Score -7816228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -7816240.500000 Penalty: 3566.525146
	Iteration 33Q: 3 clusters Score -7816240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7816239.000000 Penalty: 3566.525146
	Iteration 34Q: 3 clusters Score -7816239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7816239.000000 Penalty: 3566.525146
	Iteration 35F: 3 clusters Score -7816239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42380 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 67892 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 47715 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 32445 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62512 members 
Mstep: Class 40 contains 69364 members 
Mstep: Class 41 contains 12505 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24295 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998312.000000 Penalty: 111074.656250
Iteration 399Q: 52 clusters Score -8.599831e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29289 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22542 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42392 members 
Mstep: Class 10 contains 8075 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 68043 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18663 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41755 members 
Mstep: Class 28 contains 47388 members 
Mstep: Class 29 contains 13710 members 
Mstep: Class 30 contains 32836 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29182 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62502 members 
Mstep: Class 40 contains 69438 members 
Mstep: Class 41 contains 12547 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24307 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998352.000000 Penalty: 111074.656250
Iteration 400F: 52 clusters Score -8.599835e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29262 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42409 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 68188 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18663 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41746 members 
Mstep: Class 28 contains 47048 members 
Mstep: Class 29 contains 13467 members 
Mstep: Class 30 contains 33244 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29187 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62485 members 
Mstep: Class 40 contains 69554 members 
Mstep: Class 41 contains 12599 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24343 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998616.000000 Penalty: 111074.656250
Iteration 401Q: 52 clusters Score -8.599862e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29232 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22534 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17230 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 68348 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41754 members 
Mstep: Class 28 contains 46690 members 
Mstep: Class 29 contains 13211 members 
Mstep: Class 30 contains 33673 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29191 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62469 members 
Mstep: Class 40 contains 69685 members 
Mstep: Class 41 contains 12647 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24390 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 58050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999000.000000 Penalty: 111074.656250
Iteration 402Q: 52 clusters Score -8.5999e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 29213 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 68506 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 18658 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41754 members 
Mstep: Class 28 contains 46357 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 34102 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29186 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62465 members 
Mstep: Class 40 contains 69789 members 
Mstep: Class 41 contains 12690 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24416 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998704.000000 Penalty: 111074.656250
Iteration 403Q: 52 clusters Score -8.59987e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29191 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42399 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 17164 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 68665 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18658 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41769 members 
Mstep: Class 28 contains 46054 members 
Mstep: Class 29 contains 12723 members 
Mstep: Class 30 contains 34529 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29185 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62461 members 
Mstep: Class 40 contains 69854 members 
Mstep: Class 41 contains 12749 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24431 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998760.000000 Penalty: 111074.656250
Iteration 404Q: 52 clusters Score -8.599876e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22523 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42394 members 
Mstep: Class 10 contains 8010 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17140 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 68808 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18656 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41784 members 
Mstep: Class 28 contains 45754 members 
Mstep: Class 29 contains 12483 members 
Mstep: Class 30 contains 34907 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29188 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62452 members 
Mstep: Class 40 contains 69920 members 
Mstep: Class 41 contains 12814 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24452 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998720.000000 Penalty: 111074.656250
Iteration 405Q: 52 clusters Score -8.599872e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 29128 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42389 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17115 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 68924 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18655 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41786 members 
Mstep: Class 28 contains 45442 members 
Mstep: Class 29 contains 12254 members 
Mstep: Class 30 contains 35314 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29183 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62435 members 
Mstep: Class 40 contains 70017 members 
Mstep: Class 41 contains 12876 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24466 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998784.000000 Penalty: 111074.656250
Iteration 406Q: 52 clusters Score -8.599878e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22511 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42395 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17086 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69056 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 18647 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41768 members 
Mstep: Class 28 contains 45130 members 
Mstep: Class 29 contains 12038 members 
Mstep: Class 30 contains 35755 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29184 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62422 members 
Mstep: Class 40 contains 70036 members 
Mstep: Class 41 contains 12953 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24471 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998840.000000 Penalty: 111074.656250
Iteration 407Q: 52 clusters Score -8.599884e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29083 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22505 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42397 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17062 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69168 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18651 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41758 members 
Mstep: Class 28 contains 44808 members 
Mstep: Class 29 contains 11841 members 
Mstep: Class 30 contains 36268 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29175 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62424 members 
Mstep: Class 40 contains 70032 members 
Mstep: Class 41 contains 13019 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24483 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999040.000000 Penalty: 111074.656250
Iteration 408Q: 52 clusters Score -8.599904e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42386 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17038 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69227 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18651 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 44484 members 
Mstep: Class 29 contains 11662 members 
Mstep: Class 30 contains 36804 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29171 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62413 members 
Mstep: Class 40 contains 70078 members 
Mstep: Class 41 contains 13118 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24490 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998960.000000 Penalty: 111074.656250
Iteration 409Q: 52 clusters Score -8.599896e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 29015 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22514 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42400 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17025 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18639 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41743 members 
Mstep: Class 28 contains 44150 members 
Mstep: Class 29 contains 11475 members 
Mstep: Class 30 contains 37311 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29167 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62405 members 
Mstep: Class 40 contains 70128 members 
Mstep: Class 41 contains 13249 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24504 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998816.000000 Penalty: 111074.656250
Iteration 410Q: 52 clusters Score -8.599882e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28985 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22514 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69296 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18625 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41724 members 
Mstep: Class 28 contains 43840 members 
Mstep: Class 29 contains 11301 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29165 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62397 members 
Mstep: Class 40 contains 70150 members 
Mstep: Class 41 contains 13441 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24513 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 57109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998816.000000 Penalty: 111074.656250
Iteration 411Q: 52 clusters Score -8.599882e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42442 members 
Mstep: Class 10 contains 7966 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69336 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41695 members 
Mstep: Class 28 contains 43528 members 
Mstep: Class 29 contains 11128 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29150 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62391 members 
Mstep: Class 40 contains 70179 members 
Mstep: Class 41 contains 13628 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24522 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998568.000000 Penalty: 111074.656250
Iteration 412Q: 52 clusters Score -8.599857e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28955 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42470 members 
Mstep: Class 10 contains 7966 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16953 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69371 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41656 members 
Mstep: Class 28 contains 43201 members 
Mstep: Class 29 contains 10961 members 
Mstep: Class 30 contains 38765 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29150 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62385 members 
Mstep: Class 40 contains 70166 members 
Mstep: Class 41 contains 13809 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24524 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998584.000000 Penalty: 111074.656250
Iteration 413Q: 52 clusters Score -8.599858e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28953 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16931 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69392 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18627 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41625 members 
Mstep: Class 28 contains 42860 members 
Mstep: Class 29 contains 10781 members 
Mstep: Class 30 contains 39225 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29148 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62386 members 
Mstep: Class 40 contains 70187 members 
Mstep: Class 41 contains 14012 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24527 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998640.000000 Penalty: 111074.656250
Iteration 414Q: 52 clusters Score -8.599864e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 28946 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22499 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69397 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41605 members 
Mstep: Class 28 contains 42517 members 
Mstep: Class 29 contains 10624 members 
Mstep: Class 30 contains 39655 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29138 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62388 members 
Mstep: Class 40 contains 70224 members 
Mstep: Class 41 contains 14233 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24532 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998744.000000 Penalty: 111074.656250
Iteration 415Q: 52 clusters Score -8.599874e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28928 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42525 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16874 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69365 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18632 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41596 members 
Mstep: Class 28 contains 42144 members 
Mstep: Class 29 contains 10477 members 
Mstep: Class 30 contains 40113 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29139 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62381 members 
Mstep: Class 40 contains 70273 members 
Mstep: Class 41 contains 14470 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24540 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998864.000000 Penalty: 111074.656250
Iteration 416Q: 52 clusters Score -8.599886e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28914 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22488 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 7968 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 69283 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18628 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41581 members 
Mstep: Class 28 contains 41772 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 40613 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2411 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29134 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62366 members 
Mstep: Class 40 contains 70334 members 
Mstep: Class 41 contains 14686 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24544 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998960.000000 Penalty: 111074.656250
Iteration 417Q: 52 clusters Score -8.599896e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22497 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 16828 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 69191 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18627 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41575 members 
Mstep: Class 28 contains 41393 members 
Mstep: Class 29 contains 10224 members 
Mstep: Class 30 contains 41085 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2412 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29128 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62355 members 
Mstep: Class 40 contains 70410 members 
Mstep: Class 41 contains 14903 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24555 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998944.000000 Penalty: 111074.656250
Iteration 418Q: 52 clusters Score -8.599894e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28867 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22498 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42626 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16813 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 69081 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41565 members 
Mstep: Class 28 contains 41013 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 41579 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29129 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62358 members 
Mstep: Class 40 contains 70548 members 
Mstep: Class 41 contains 15126 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24562 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85998848.000000 Penalty: 111074.656250
Iteration 419Q: 52 clusters Score -8.599885e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28829 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16799 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 68976 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41570 members 
Mstep: Class 28 contains 40623 members 
Mstep: Class 29 contains 9947 members 
Mstep: Class 30 contains 42071 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29118 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62354 members 
Mstep: Class 40 contains 70671 members 
Mstep: Class 41 contains 15330 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24570 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999160.000000 Penalty: 111074.656250
Iteration 420F: 52 clusters Score -8.599916e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28779 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42647 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16798 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 68782 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18632 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41559 members 
Mstep: Class 28 contains 40260 members 
Mstep: Class 29 contains 9806 members 
Mstep: Class 30 contains 42558 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29107 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62337 members 
Mstep: Class 40 contains 70824 members 
Mstep: Class 41 contains 15643 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24594 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999256.000000 Penalty: 111074.656250
Iteration 421Q: 52 clusters Score -8.599926e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28720 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22510 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42628 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 68584 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18636 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41558 members 
Mstep: Class 28 contains 39883 members 
Mstep: Class 29 contains 9680 members 
Mstep: Class 30 contains 43024 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29108 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62319 members 
Mstep: Class 40 contains 71023 members 
Mstep: Class 41 contains 15943 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24618 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999456.000000 Penalty: 111074.656250
Iteration 422Q: 52 clusters Score -8.599946e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28676 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42605 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 68375 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18637 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41560 members 
Mstep: Class 28 contains 39479 members 
Mstep: Class 29 contains 9569 members 
Mstep: Class 30 contains 43421 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29110 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62296 members 
Mstep: Class 40 contains 71253 members 
Mstep: Class 41 contains 16254 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24657 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999232.000000 Penalty: 111074.656250
Iteration 423Q: 52 clusters Score -8.599923e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28628 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42598 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 68137 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41562 members 
Mstep: Class 28 contains 39063 members 
Mstep: Class 29 contains 9472 members 
Mstep: Class 30 contains 43868 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29108 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62282 members 
Mstep: Class 40 contains 71415 members 
Mstep: Class 41 contains 16576 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24706 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999344.000000 Penalty: 111074.656250
Iteration 424Q: 52 clusters Score -8.599934e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 28575 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42612 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 67876 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18634 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41554 members 
Mstep: Class 28 contains 38640 members 
Mstep: Class 29 contains 9392 members 
Mstep: Class 30 contains 44296 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29110 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62271 members 
Mstep: Class 40 contains 71560 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24759 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999520.000000 Penalty: 111074.656250
Iteration 425Q: 52 clusters Score -8.599952e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28522 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22521 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42638 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16715 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 67619 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41541 members 
Mstep: Class 28 contains 38276 members 
Mstep: Class 29 contains 9323 members 
Mstep: Class 30 contains 44675 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2416 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29113 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62248 members 
Mstep: Class 40 contains 71662 members 
Mstep: Class 41 contains 17314 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24785 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999824.000000 Penalty: 111074.656250
Iteration 426Q: 52 clusters Score -8.599982e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42660 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 67306 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41528 members 
Mstep: Class 28 contains 37905 members 
Mstep: Class 29 contains 9268 members 
Mstep: Class 30 contains 45066 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29117 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62219 members 
Mstep: Class 40 contains 71796 members 
Mstep: Class 41 contains 17674 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24796 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999496.000000 Penalty: 111074.656250
Iteration 427Q: 52 clusters Score -8.59995e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28432 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22521 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 7923 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 66933 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18613 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41512 members 
Mstep: Class 28 contains 37546 members 
Mstep: Class 29 contains 9230 members 
Mstep: Class 30 contains 45438 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29114 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62199 members 
Mstep: Class 40 contains 71911 members 
Mstep: Class 41 contains 18045 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24812 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999664.000000 Penalty: 111074.656250
Iteration 428Q: 52 clusters Score -8.599966e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28389 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42724 members 
Mstep: Class 10 contains 7923 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16666 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 66577 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18600 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41487 members 
Mstep: Class 28 contains 37211 members 
Mstep: Class 29 contains 9198 members 
Mstep: Class 30 contains 45801 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29129 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62176 members 
Mstep: Class 40 contains 71953 members 
Mstep: Class 41 contains 18413 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24833 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999824.000000 Penalty: 111074.656250
Iteration 429Q: 52 clusters Score -8.599982e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28345 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42764 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 66204 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18594 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41484 members 
Mstep: Class 28 contains 36886 members 
Mstep: Class 29 contains 9173 members 
Mstep: Class 30 contains 46221 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2422 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29132 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62169 members 
Mstep: Class 40 contains 71951 members 
Mstep: Class 41 contains 18791 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24837 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999800.000000 Penalty: 111074.656250
Iteration 430Q: 52 clusters Score -8.59998e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22541 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42797 members 
Mstep: Class 10 contains 7911 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 65846 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18590 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41474 members 
Mstep: Class 28 contains 36555 members 
Mstep: Class 29 contains 9150 members 
Mstep: Class 30 contains 46676 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2422 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29123 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62159 members 
Mstep: Class 40 contains 71941 members 
Mstep: Class 41 contains 19144 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24857 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999840.000000 Penalty: 111074.656250
Iteration 431Q: 52 clusters Score -8.599984e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28243 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42834 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 65431 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11594 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18582 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41461 members 
Mstep: Class 28 contains 36229 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 47127 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2422 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29132 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62139 members 
Mstep: Class 40 contains 71935 members 
Mstep: Class 41 contains 19500 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24862 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000152.000000 Penalty: 111074.656250
Iteration 432Q: 52 clusters Score -8.600015e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22542 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42879 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 65034 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18578 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41444 members 
Mstep: Class 28 contains 35932 members 
Mstep: Class 29 contains 9086 members 
Mstep: Class 30 contains 47584 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2423 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29129 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62122 members 
Mstep: Class 40 contains 71855 members 
Mstep: Class 41 contains 19863 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24877 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000208.000000 Penalty: 111074.656250
Iteration 433Q: 52 clusters Score -8.600021e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28145 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42915 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 64663 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18577 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41426 members 
Mstep: Class 28 contains 35614 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 48053 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2424 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29115 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62121 members 
Mstep: Class 40 contains 71768 members 
Mstep: Class 41 contains 20223 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24908 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000416.000000 Penalty: 111074.656250
Iteration 434Q: 52 clusters Score -8.600042e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28098 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42952 members 
Mstep: Class 10 contains 7902 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 16610 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 64351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18567 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41403 members 
Mstep: Class 28 contains 35277 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 48545 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2425 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29103 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62105 members 
Mstep: Class 40 contains 71708 members 
Mstep: Class 41 contains 20545 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24938 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000360.000000 Penalty: 111074.656250
Iteration 435Q: 52 clusters Score -8.600036e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28030 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22520 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 42996 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 64030 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18559 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41389 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 49055 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2427 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29093 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62110 members 
Mstep: Class 40 contains 71620 members 
Mstep: Class 41 contains 20827 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24962 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000320.000000 Penalty: 111074.656250
Iteration 436Q: 52 clusters Score -8.600032e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 27988 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43009 members 
Mstep: Class 10 contains 7885 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63760 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18557 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41369 members 
Mstep: Class 28 contains 34554 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 49600 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29086 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62108 members 
Mstep: Class 40 contains 71451 members 
Mstep: Class 41 contains 21077 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 24999 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000368.000000 Penalty: 111074.656250
Iteration 437Q: 52 clusters Score -8.600037e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27952 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22521 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43030 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63519 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18547 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41366 members 
Mstep: Class 28 contains 34196 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 50151 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29083 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62094 members 
Mstep: Class 40 contains 71253 members 
Mstep: Class 41 contains 21305 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25025 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000464.000000 Penalty: 111074.656250
Iteration 438Q: 52 clusters Score -8.600046e+07 nChanged 1772
Entering ConstructFrom: 
Score: -86000464.000000 Penalty: 111074.656250
Entering ConstructFrom: 
Trying to split cluster 1 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -234267.109375 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -234267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232222.359375 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -232222.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -232697.703125 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -232697.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -232831.437500 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -232831.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232922.656250 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -232922.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232999.453125 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -232999.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233055.890625 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -233055.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233094.468750 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -233094.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233130.078125 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -233130.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233154.625000 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -233154.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233169.437500 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -233169.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233178.156250 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -233178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -233183.656250 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -233183.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233189.578125 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -233189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233193.906250 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -233193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233197.390625 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -233197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233200.062500 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -233200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -233205.109375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -233205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233211.062500 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -233211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233215.171875 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -233215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -233220.890625 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -233220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233229.156250 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -233229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233233.093750 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -233233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -233235.953125 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -233236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233238.781250 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -233238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233242.000000 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -233242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233244.656250 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -233244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -233244.921875 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -233244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233245.921875 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -233245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233245.921875 Penalty: 2463.395752
	Iteration 28F: 3 clusters Score -233245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Entering Unmasked Estep 
Score: -3728796.000000 Penalty: 1663.435425
	Iteration 0F: 2 clusters Score -3728796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3709847.250000 Penalty: 3326.870850
	Iteration 0F: 3 clusters Score -3709847 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3716902.000000 Penalty: 3326.870850
	Iteration 1F: 3 clusters Score -3716902 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3717166.000000 Penalty: 3326.870850
	Iteration 2Q: 3 clusters Score -3717166 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3717399.750000 Penalty: 3326.870850
	Iteration 3Q: 3 clusters Score -3717400 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3717626.500000 Penalty: 3326.870850
	Iteration 4Q: 3 clusters Score -3717626 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3717887.000000 Penalty: 3326.870850
	Iteration 5Q: 3 clusters Score -3717887 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3718223.500000 Penalty: 3326.870850
	Iteration 6Q: 3 clusters Score -3718224 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3718761.250000 Penalty: 3326.870850
	Iteration 7Q: 3 clusters Score -3718761 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3719569.500000 Penalty: 3326.870850
	Iteration 8F: 3 clusters Score -3719570 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3720765.750000 Penalty: 3326.870850
	Iteration 9F: 3 clusters Score -3720766 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3722367.250000 Penalty: 3326.870850
	Iteration 10F: 3 clusters Score -3722367 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3724172.250000 Penalty: 3326.870850
	Iteration 11F: 3 clusters Score -3724172 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3725602.250000 Penalty: 3326.870850
	Iteration 12F: 3 clusters Score -3725602 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3726442.500000 Penalty: 3326.870850
	Iteration 13Q: 3 clusters Score -3726442 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3726849.250000 Penalty: 3326.870850
	Iteration 14Q: 3 clusters Score -3726849 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3727059.750000 Penalty: 3326.870850
	Iteration 15Q: 3 clusters Score -3727060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3727213.250000 Penalty: 3326.870850
	Iteration 16Q: 3 clusters Score -3727213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3727308.000000 Penalty: 3326.870850
	Iteration 17Q: 3 clusters Score -3727308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3727364.250000 Penalty: 3326.870850
	Iteration 18Q: 3 clusters Score -3727364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3727400.750000 Penalty: 3326.870850
	Iteration 19Q: 3 clusters Score -3727401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3727419.500000 Penalty: 3326.870850
	Iteration 20F: 3 clusters Score -3727420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3727432.500000 Penalty: 3326.870850
	Iteration 21Q: 3 clusters Score -3727432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3727445.000000 Penalty: 3326.870850
	Iteration 22Q: 3 clusters Score -3727445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3727454.000000 Penalty: 3326.870850
	Iteration 23Q: 3 clusters Score -3727454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3727462.250000 Penalty: 3326.870850
	Iteration 24Q: 3 clusters Score -3727462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3727467.000000 Penalty: 3326.870850
	Iteration 25Q: 3 clusters Score -3727467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3727469.000000 Penalty: 3326.870850
	Iteration 26Q: 3 clusters Score -3727469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3727467.750000 Penalty: 3326.870850
	Iteration 27Q: 3 clusters Score -3727468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3727469.750000 Penalty: 3326.870850
	Iteration 28Q: 3 clusters Score -3727470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3727470.250000 Penalty: 3326.870850
	Iteration 29Q: 3 clusters Score -3727470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3727470.750000 Penalty: 3326.870850
	Iteration 30Q: 3 clusters Score -3727471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3727471.250000 Penalty: 3326.870850
	Iteration 31Q: 3 clusters Score -3727471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3727476.250000 Penalty: 3326.870850
	Iteration 32Q: 3 clusters Score -3727476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3727472.000000 Penalty: 3326.870850
	Iteration 33Q: 3 clusters Score -3727472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3727472.000000 Penalty: 3326.870850
	Iteration 34F: 3 clusters Score -3727472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11214.808594 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11214.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11363.932617 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11363.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11421.001953 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11434.419922 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11434.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11438.605469 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11438.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11438.605469 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -11438.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50133.089844 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -50133.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49350.062500 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -49350.06 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49629.582031 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -49629.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49850.949219 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -49850.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50069.062500 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -50069.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50258.222656 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -50258.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50352.207031 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -50352.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50399.730469 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -50399.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50439.441406 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -50439.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50460.371094 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -50460.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50488.007812 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -50488.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50498.656250 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -50498.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50501.207031 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -50501.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50505.480469 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -50505.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50514.492188 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -50514.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50522.179688 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -50522.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50530.867188 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -50530.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50533.957031 Penalty: 1918.355835
	Iteration 16Q: 3 clusters Score -50533.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50556.179688 Penalty: 1918.355835
	Iteration 17Q: 3 clusters Score -50556.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50559.269531 Penalty: 1918.355835
	Iteration 18Q: 3 clusters Score -50559.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50564.257812 Penalty: 1918.355835
	Iteration 19Q: 3 clusters Score -50564.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50568.308594 Penalty: 1918.355835
	Iteration 20F: 3 clusters Score -50568.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50572.437500 Penalty: 1918.355835
	Iteration 21Q: 3 clusters Score -50572.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50572.437500 Penalty: 1918.355835
	Iteration 22F: 3 clusters Score -50572.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41345 members 
Mstep: Class 28 contains 33837 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 50694 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62095 members 
Mstep: Class 40 contains 71085 members 
Mstep: Class 41 contains 21503 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54741 members 
Mstep: Class 52 contains 246 members 
Entering Unmasked Estep 
Score: -85999544.000000 Penalty: 113252.593750
Splitting cluster 4 changes total score from -86000464.000000 to -85999544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Entering Unmasked Estep 
Score: -2922333.750000 Penalty: 1628.672974
	Iteration 0F: 2 clusters Score -2922334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2907040.500000 Penalty: 3257.345947
	Iteration 0F: 3 clusters Score -2907040 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2912577.250000 Penalty: 3257.345947
	Iteration 1F: 3 clusters Score -2912577 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2913016.000000 Penalty: 3257.345947
	Iteration 2Q: 3 clusters Score -2913016 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2913509.250000 Penalty: 3257.345947
	Iteration 3Q: 3 clusters Score -2913509 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2914163.000000 Penalty: 3257.345947
	Iteration 4F: 3 clusters Score -2914163 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2914984.500000 Penalty: 3257.345947
	Iteration 5F: 3 clusters Score -2914984 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2915984.500000 Penalty: 3257.345947
	Iteration 6F: 3 clusters Score -2915984 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2917153.250000 Penalty: 3257.345947
	Iteration 7F: 3 clusters Score -2917153 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2918465.750000 Penalty: 3257.345947
	Iteration 8F: 3 clusters Score -2918466 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2919672.000000 Penalty: 3257.345947
	Iteration 9F: 3 clusters Score -2919672 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2920407.500000 Penalty: 3257.345947
	Iteration 10Q: 3 clusters Score -2920408 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2920801.500000 Penalty: 3257.345947
	Iteration 11Q: 3 clusters Score -2920802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2921006.750000 Penalty: 3257.345947
	Iteration 12Q: 3 clusters Score -2921007 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2921147.500000 Penalty: 3257.345947
	Iteration 13Q: 3 clusters Score -2921148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2921233.250000 Penalty: 3257.345947
	Iteration 14Q: 3 clusters Score -2921233 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2921304.250000 Penalty: 3257.345947
	Iteration 15Q: 3 clusters Score -2921304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2921348.250000 Penalty: 3257.345947
	Iteration 16Q: 3 clusters Score -2921348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2921383.250000 Penalty: 3257.345947
	Iteration 17Q: 3 clusters Score -2921383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2921399.000000 Penalty: 3257.345947
	Iteration 18Q: 3 clusters Score -2921399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2921408.000000 Penalty: 3257.345947
	Iteration 19Q: 3 clusters Score -2921408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2921416.750000 Penalty: 3257.345947
	Iteration 20F: 3 clusters Score -2921417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2921421.000000 Penalty: 3257.345947
	Iteration 21Q: 3 clusters Score -2921421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2921421.750000 Penalty: 3257.345947
	Iteration 22Q: 3 clusters Score -2921422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2921426.500000 Penalty: 3257.345947
	Iteration 23Q: 3 clusters Score -2921426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2921431.250000 Penalty: 3257.345947
	Iteration 24Q: 3 clusters Score -2921431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2921432.250000 Penalty: 3257.345947
	Iteration 25Q: 3 clusters Score -2921432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2921438.750000 Penalty: 3257.345947
	Iteration 26Q: 3 clusters Score -2921439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2921441.750000 Penalty: 3257.345947
	Iteration 27Q: 3 clusters Score -2921442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2921446.000000 Penalty: 3257.345947
	Iteration 28Q: 3 clusters Score -2921446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2921441.500000 Penalty: 3257.345947
	Iteration 29Q: 3 clusters Score -2921442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2921438.750000 Penalty: 3257.345947
	Iteration 30Q: 3 clusters Score -2921439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2921440.750000 Penalty: 3257.345947
	Iteration 31Q: 3 clusters Score -2921441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2921443.750000 Penalty: 3257.345947
	Iteration 32Q: 3 clusters Score -2921444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2921443.250000 Penalty: 3257.345947
	Iteration 33Q: 3 clusters Score -2921443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2921439.500000 Penalty: 3257.345947
	Iteration 34Q: 3 clusters Score -2921440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2921441.000000 Penalty: 3257.345947
	Iteration 35Q: 3 clusters Score -2921441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2921445.250000 Penalty: 3257.345947
	Iteration 36Q: 3 clusters Score -2921445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2921447.000000 Penalty: 3257.345947
	Iteration 37Q: 3 clusters Score -2921447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2921445.500000 Penalty: 3257.345947
	Iteration 38Q: 3 clusters Score -2921446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2921445.500000 Penalty: 3257.345947
	Iteration 39Q: 3 clusters Score -2921446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2921442.000000 Penalty: 3257.345947
	Iteration 40F: 3 clusters Score -2921442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2921441.000000 Penalty: 3257.345947
	Iteration 41Q: 3 clusters Score -2921441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2921446.500000 Penalty: 3257.345947
	Iteration 42Q: 3 clusters Score -2921446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2921449.750000 Penalty: 3257.345947
	Iteration 43Q: 3 clusters Score -2921450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2921450.250000 Penalty: 3257.345947
	Iteration 44Q: 3 clusters Score -2921450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2921454.000000 Penalty: 3257.345947
	Iteration 45Q: 3 clusters Score -2921454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2921454.250000 Penalty: 3257.345947
	Iteration 46Q: 3 clusters Score -2921454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2921454.500000 Penalty: 3257.345947
	Iteration 47Q: 3 clusters Score -2921454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2921454.500000 Penalty: 3257.345947
	Iteration 48F: 3 clusters Score -2921454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -101353.546875 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -101353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100045.593750 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -100045.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100220.281250 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -100220.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100281.054688 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -100281.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100330.843750 Penalty: 2180.919922
	Iteration 3Q: 3 clusters Score -100330.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100373.015625 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -100373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100410.851562 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -100410.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100449.398438 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -100449.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100499.210938 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -100499.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100521.304688 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -100521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100537.718750 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -100537.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100549.562500 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -100549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100562.531250 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -100562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100578.179688 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -100578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100589.820312 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -100589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100607.648438 Penalty: 2180.919922
	Iteration 14Q: 3 clusters Score -100607.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100623.593750 Penalty: 2180.919922
	Iteration 15Q: 3 clusters Score -100623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100644.890625 Penalty: 2180.919922
	Iteration 16Q: 3 clusters Score -100644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100656.390625 Penalty: 2180.919922
	Iteration 17Q: 3 clusters Score -100656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100666.187500 Penalty: 2180.919922
	Iteration 18Q: 3 clusters Score -100666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100676.390625 Penalty: 2180.919922
	Iteration 19Q: 3 clusters Score -100676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100733.492188 Penalty: 2180.919922
	Iteration 20F: 3 clusters Score -100733.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100835.375000 Penalty: 2180.919922
	Iteration 21Q: 3 clusters Score -100835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100892.687500 Penalty: 2180.919922
	Iteration 22Q: 3 clusters Score -100892.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100926.648438 Penalty: 2180.919922
	Iteration 23Q: 3 clusters Score -100926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100941.750000 Penalty: 2180.919922
	Iteration 24Q: 3 clusters Score -100941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100944.164062 Penalty: 2180.919922
	Iteration 25Q: 3 clusters Score -100944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100944.164062 Penalty: 2180.919922
	Iteration 26F: 3 clusters Score -100944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -52447.671875 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -52447.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51371.375000 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -51371.38 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51822.953125 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -51822.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52013.453125 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -52013.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52171.562500 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -52171.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52348.511719 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -52348.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52528.789062 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -52528.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52672.597656 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -52672.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52766.910156 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -52766.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52815.832031 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -52815.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52839.855469 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -52839.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52872.542969 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -52872.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52913.890625 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -52913.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52945.437500 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -52945.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52957.390625 Penalty: 2099.977051
	Iteration 13Q: 3 clusters Score -52957.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52977.636719 Penalty: 2099.977051
	Iteration 14Q: 3 clusters Score -52977.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53004.652344 Penalty: 2099.977051
	Iteration 15Q: 3 clusters Score -53004.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53031.128906 Penalty: 2099.977051
	Iteration 16Q: 3 clusters Score -53031.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53055.605469 Penalty: 2099.977051
	Iteration 17Q: 3 clusters Score -53055.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53070.347656 Penalty: 2099.977051
	Iteration 18Q: 3 clusters Score -53070.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53082.902344 Penalty: 2099.977051
	Iteration 19Q: 3 clusters Score -53082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53113.714844 Penalty: 2099.977051
	Iteration 20F: 3 clusters Score -53113.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53150.699219 Penalty: 2099.977051
	Iteration 21Q: 3 clusters Score -53150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53161.703125 Penalty: 2099.977051
	Iteration 22Q: 3 clusters Score -53161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53164.355469 Penalty: 2099.977051
	Iteration 23Q: 3 clusters Score -53164.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53166.597656 Penalty: 2099.977051
	Iteration 24Q: 3 clusters Score -53166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53168.910156 Penalty: 2099.977051
	Iteration 25Q: 3 clusters Score -53168.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53175.238281 Penalty: 2099.977051
	Iteration 26Q: 3 clusters Score -53175.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53188.933594 Penalty: 2099.977051
	Iteration 27Q: 3 clusters Score -53188.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53205.074219 Penalty: 2099.977051
	Iteration 28Q: 3 clusters Score -53205.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53214.707031 Penalty: 2099.977051
	Iteration 29Q: 3 clusters Score -53214.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53224.437500 Penalty: 2099.977051
	Iteration 30Q: 3 clusters Score -53224.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53233.656250 Penalty: 2099.977051
	Iteration 31Q: 3 clusters Score -53233.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53239.949219 Penalty: 2099.977051
	Iteration 32Q: 3 clusters Score -53239.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53253.429688 Penalty: 2099.977051
	Iteration 33Q: 3 clusters Score -53253.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53260.703125 Penalty: 2099.977051
	Iteration 34Q: 3 clusters Score -53260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53262.937500 Penalty: 2099.977051
	Iteration 35Q: 3 clusters Score -53262.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53262.937500 Penalty: 2099.977051
	Iteration 36F: 3 clusters Score -53262.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 405 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41345 members 
Mstep: Class 28 contains 33837 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 50694 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62095 members 
Mstep: Class 40 contains 71085 members 
Mstep: Class 41 contains 21503 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54741 members 
Mstep: Class 52 contains 235 members 
Entering Unmasked Estep 
Score: -86000000.000000 Penalty: 113252.593750
Splitting cluster 7 changes total score from -86000464.000000 to -86000000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59023.417969 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59023.42 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59288.617188 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59288.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59441.089844 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59441.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59567.992188 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59567.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59662.304688 Penalty: 2079.002197
	Iteration 4F: 3 clusters Score -59662.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59711.660156 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59711.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59765.437500 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59765.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59814.851562 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59814.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59848.429688 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59848.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59873.968750 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59873.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59887.972656 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59887.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59920.281250 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59920.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59943.261719 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -59943.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59957.156250 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -59957.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59970.675781 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -59970.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59976.171875 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -59976.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59977.863281 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -59977.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59984.382812 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -59984.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59990.765625 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -59990.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59994.503906 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -59994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60001.089844 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -60001.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60016.714844 Penalty: 2079.002197
	Iteration 21Q: 3 clusters Score -60016.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60018.191406 Penalty: 2079.002197
	Iteration 22Q: 3 clusters Score -60018.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60024.527344 Penalty: 2079.002197
	Iteration 23Q: 3 clusters Score -60024.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60031.062500 Penalty: 2079.002197
	Iteration 24Q: 3 clusters Score -60031.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60048.628906 Penalty: 2079.002197
	Iteration 25Q: 3 clusters Score -60048.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60062.148438 Penalty: 2079.002197
	Iteration 26Q: 3 clusters Score -60062.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60072.941406 Penalty: 2079.002197
	Iteration 27Q: 3 clusters Score -60072.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60076.996094 Penalty: 2079.002197
	Iteration 28Q: 3 clusters Score -60077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60077.894531 Penalty: 2079.002197
	Iteration 29Q: 3 clusters Score -60077.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60077.894531 Penalty: 2079.002197
	Iteration 30F: 3 clusters Score -60077.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Entering Unmasked Estep 
Score: -5740124.000000 Penalty: 1733.799683
	Iteration 0F: 2 clusters Score -5740124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -5711274.000000 Penalty: 3467.599365
	Iteration 0F: 3 clusters Score -5711274 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5722753.000000 Penalty: 3467.599365
	Iteration 1F: 3 clusters Score -5722753 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5723385.000000 Penalty: 3467.599365
	Iteration 2Q: 3 clusters Score -5723385 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5724236.000000 Penalty: 3467.599365
	Iteration 3Q: 3 clusters Score -5724236 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5725514.500000 Penalty: 3467.599365
	Iteration 4F: 3 clusters Score -5725514 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5727284.000000 Penalty: 3467.599365
	Iteration 5F: 3 clusters Score -5727284 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -5729277.000000 Penalty: 3467.599365
	Iteration 6F: 3 clusters Score -5729277 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5731229.500000 Penalty: 3467.599365
	Iteration 7F: 3 clusters Score -5731230 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5732767.500000 Penalty: 3467.599365
	Iteration 8F: 3 clusters Score -5732768 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -5733849.000000 Penalty: 3467.599365
	Iteration 9Q: 3 clusters Score -5733849 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -5734470.000000 Penalty: 3467.599365
	Iteration 10Q: 3 clusters Score -5734470 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -5734934.500000 Penalty: 3467.599365
	Iteration 11Q: 3 clusters Score -5734934 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5735349.000000 Penalty: 3467.599365
	Iteration 12Q: 3 clusters Score -5735349 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5735710.000000 Penalty: 3467.599365
	Iteration 13Q: 3 clusters Score -5735710 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5736051.500000 Penalty: 3467.599365
	Iteration 14Q: 3 clusters Score -5736052 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -5736369.500000 Penalty: 3467.599365
	Iteration 15Q: 3 clusters Score -5736370 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5736697.000000 Penalty: 3467.599365
	Iteration 16Q: 3 clusters Score -5736697 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5736950.500000 Penalty: 3467.599365
	Iteration 17Q: 3 clusters Score -5736950 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5737199.000000 Penalty: 3467.599365
	Iteration 18Q: 3 clusters Score -5737199 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5737381.000000 Penalty: 3467.599365
	Iteration 19Q: 3 clusters Score -5737381 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5737549.000000 Penalty: 3467.599365
	Iteration 20F: 3 clusters Score -5737549 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5737735.500000 Penalty: 3467.599365
	Iteration 21Q: 3 clusters Score -5737736 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5737923.500000 Penalty: 3467.599365
	Iteration 22Q: 3 clusters Score -5737924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5738080.500000 Penalty: 3467.599365
	Iteration 23Q: 3 clusters Score -5738080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5738220.000000 Penalty: 3467.599365
	Iteration 24Q: 3 clusters Score -5738220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5738326.500000 Penalty: 3467.599365
	Iteration 25Q: 3 clusters Score -5738326 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5738375.000000 Penalty: 3467.599365
	Iteration 26Q: 3 clusters Score -5738375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5738430.500000 Penalty: 3467.599365
	Iteration 27Q: 3 clusters Score -5738430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5738476.500000 Penalty: 3467.599365
	Iteration 28Q: 3 clusters Score -5738476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5738502.500000 Penalty: 3467.599365
	Iteration 29Q: 3 clusters Score -5738502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5738524.000000 Penalty: 3467.599365
	Iteration 30Q: 3 clusters Score -5738524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5738545.500000 Penalty: 3467.599365
	Iteration 31Q: 3 clusters Score -5738546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5738532.500000 Penalty: 3467.599365
	Iteration 32Q: 3 clusters Score -5738532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5738539.000000 Penalty: 3467.599365
	Iteration 33Q: 3 clusters Score -5738539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5738539.000000 Penalty: 3467.599365
	Iteration 34Q: 3 clusters Score -5738539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5738554.000000 Penalty: 3467.599365
	Iteration 35Q: 3 clusters Score -5738554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5738564.000000 Penalty: 3467.599365
	Iteration 36Q: 3 clusters Score -5738564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5738579.500000 Penalty: 3467.599365
	Iteration 37Q: 3 clusters Score -5738580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5738582.500000 Penalty: 3467.599365
	Iteration 38Q: 3 clusters Score -5738582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5738597.000000 Penalty: 3467.599365
	Iteration 39Q: 3 clusters Score -5738597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5738618.500000 Penalty: 3467.599365
	Iteration 40F: 3 clusters Score -5738618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5738638.000000 Penalty: 3467.599365
	Iteration 41Q: 3 clusters Score -5738638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5738649.500000 Penalty: 3467.599365
	Iteration 42Q: 3 clusters Score -5738650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5738657.000000 Penalty: 3467.599365
	Iteration 43Q: 3 clusters Score -5738657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5738662.000000 Penalty: 3467.599365
	Iteration 44Q: 3 clusters Score -5738662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5738667.000000 Penalty: 3467.599365
	Iteration 45Q: 3 clusters Score -5738667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5738669.000000 Penalty: 3467.599365
	Iteration 46Q: 3 clusters Score -5738669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5738677.500000 Penalty: 3467.599365
	Iteration 47Q: 3 clusters Score -5738678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5738680.500000 Penalty: 3467.599365
	Iteration 48Q: 3 clusters Score -5738680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5738686.500000 Penalty: 3467.599365
	Iteration 49Q: 3 clusters Score -5738686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5738688.000000 Penalty: 3467.599365
	Iteration 50Q: 3 clusters Score -5738688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5738689.500000 Penalty: 3467.599365
	Iteration 51Q: 3 clusters Score -5738690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5738699.000000 Penalty: 3467.599365
	Iteration 52Q: 3 clusters Score -5738699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5738708.500000 Penalty: 3467.599365
	Iteration 53Q: 3 clusters Score -5738708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5738711.000000 Penalty: 3467.599365
	Iteration 54Q: 3 clusters Score -5738711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5738713.500000 Penalty: 3467.599365
	Iteration 55Q: 3 clusters Score -5738714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5738718.500000 Penalty: 3467.599365
	Iteration 56Q: 3 clusters Score -5738718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5738722.000000 Penalty: 3467.599365
	Iteration 57Q: 3 clusters Score -5738722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5738724.000000 Penalty: 3467.599365
	Iteration 58Q: 3 clusters Score -5738724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5738721.000000 Penalty: 3467.599365
	Iteration 59Q: 3 clusters Score -5738721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5738724.500000 Penalty: 3467.599365
	Iteration 60F: 3 clusters Score -5738724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5738727.000000 Penalty: 3467.599365
	Iteration 61Q: 3 clusters Score -5738727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5738731.000000 Penalty: 3467.599365
	Iteration 62Q: 3 clusters Score -5738731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5738733.500000 Penalty: 3467.599365
	Iteration 63Q: 3 clusters Score -5738734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5738733.500000 Penalty: 3467.599365
	Iteration 64F: 3 clusters Score -5738734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Entering Unmasked Estep 
Score: -1049684.250000 Penalty: 1457.901611
	Iteration 0F: 2 clusters Score -1049684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1043869.500000 Penalty: 2915.803223
	Iteration 0F: 3 clusters Score -1043870 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1045767.562500 Penalty: 2915.803223
	Iteration 1F: 3 clusters Score -1045768 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1046033.250000 Penalty: 2915.803223
	Iteration 2F: 3 clusters Score -1046033 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1046231.812500 Penalty: 2915.803223
	Iteration 3F: 3 clusters Score -1046232 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1046405.187500 Penalty: 2915.803223
	Iteration 4Q: 3 clusters Score -1046405 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1046583.312500 Penalty: 2915.803223
	Iteration 5Q: 3 clusters Score -1046583 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1046781.625000 Penalty: 2915.803223
	Iteration 6Q: 3 clusters Score -1046782 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1046981.062500 Penalty: 2915.803223
	Iteration 7Q: 3 clusters Score -1046981 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1047197.375000 Penalty: 2915.803223
	Iteration 8Q: 3 clusters Score -1047197 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1047417.312500 Penalty: 2915.803223
	Iteration 9Q: 3 clusters Score -1047417 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1047607.312500 Penalty: 2915.803223
	Iteration 10Q: 3 clusters Score -1047607 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1047754.875000 Penalty: 2915.803223
	Iteration 11Q: 3 clusters Score -1047755 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1047867.562500 Penalty: 2915.803223
	Iteration 12Q: 3 clusters Score -1047868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1047928.750000 Penalty: 2915.803223
	Iteration 13Q: 3 clusters Score -1047929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1047966.687500 Penalty: 2915.803223
	Iteration 14Q: 3 clusters Score -1047967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1047995.250000 Penalty: 2915.803223
	Iteration 15Q: 3 clusters Score -1047995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1048020.125000 Penalty: 2915.803223
	Iteration 16Q: 3 clusters Score -1048020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1048049.062500 Penalty: 2915.803223
	Iteration 17Q: 3 clusters Score -1048049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1048066.375000 Penalty: 2915.803223
	Iteration 18Q: 3 clusters Score -1048066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1048084.875000 Penalty: 2915.803223
	Iteration 19Q: 3 clusters Score -1048085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1048096.000000 Penalty: 2915.803223
	Iteration 20F: 3 clusters Score -1048096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1048112.500000 Penalty: 2915.803223
	Iteration 21Q: 3 clusters Score -1048112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1048128.750000 Penalty: 2915.803223
	Iteration 22Q: 3 clusters Score -1048129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1048143.062500 Penalty: 2915.803223
	Iteration 23Q: 3 clusters Score -1048143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1048159.187500 Penalty: 2915.803223
	Iteration 24Q: 3 clusters Score -1048159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1048173.000000 Penalty: 2915.803223
	Iteration 25Q: 3 clusters Score -1048173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1048188.062500 Penalty: 2915.803223
	Iteration 26Q: 3 clusters Score -1048188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1048200.812500 Penalty: 2915.803223
	Iteration 27Q: 3 clusters Score -1048201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1048211.687500 Penalty: 2915.803223
	Iteration 28Q: 3 clusters Score -1048212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1048219.875000 Penalty: 2915.803223
	Iteration 29Q: 3 clusters Score -1048220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1048226.000000 Penalty: 2915.803223
	Iteration 30Q: 3 clusters Score -1048226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1048236.625000 Penalty: 2915.803223
	Iteration 31Q: 3 clusters Score -1048237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1048245.750000 Penalty: 2915.803223
	Iteration 32Q: 3 clusters Score -1048246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1048261.562500 Penalty: 2915.803223
	Iteration 33Q: 3 clusters Score -1048262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1048274.812500 Penalty: 2915.803223
	Iteration 34Q: 3 clusters Score -1048275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1048293.562500 Penalty: 2915.803223
	Iteration 35Q: 3 clusters Score -1048294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1048309.375000 Penalty: 2915.803223
	Iteration 36Q: 3 clusters Score -1048309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1048324.812500 Penalty: 2915.803223
	Iteration 37Q: 3 clusters Score -1048325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1048336.875000 Penalty: 2915.803223
	Iteration 38Q: 3 clusters Score -1048337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1048344.437500 Penalty: 2915.803223
	Iteration 39Q: 3 clusters Score -1048344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1048354.687500 Penalty: 2915.803223
	Iteration 40F: 3 clusters Score -1048355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1048364.687500 Penalty: 2915.803223
	Iteration 41Q: 3 clusters Score -1048365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1048376.125000 Penalty: 2915.803223
	Iteration 42Q: 3 clusters Score -1048376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1048383.062500 Penalty: 2915.803223
	Iteration 43Q: 3 clusters Score -1048383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1048394.562500 Penalty: 2915.803223
	Iteration 44Q: 3 clusters Score -1048395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1048404.062500 Penalty: 2915.803223
	Iteration 45Q: 3 clusters Score -1048404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1048408.625000 Penalty: 2915.803223
	Iteration 46Q: 3 clusters Score -1048409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1048418.000000 Penalty: 2915.803223
	Iteration 47Q: 3 clusters Score -1048418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1048420.125000 Penalty: 2915.803223
	Iteration 48Q: 3 clusters Score -1048420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1048427.250000 Penalty: 2915.803223
	Iteration 49Q: 3 clusters Score -1048427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1048434.562500 Penalty: 2915.803223
	Iteration 50Q: 3 clusters Score -1048435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1048437.875000 Penalty: 2915.803223
	Iteration 51Q: 3 clusters Score -1048438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1048441.687500 Penalty: 2915.803223
	Iteration 52Q: 3 clusters Score -1048442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1048447.625000 Penalty: 2915.803223
	Iteration 53Q: 3 clusters Score -1048448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1048448.375000 Penalty: 2915.803223
	Iteration 54Q: 3 clusters Score -1048448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1048449.187500 Penalty: 2915.803223
	Iteration 55Q: 3 clusters Score -1048449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1048449.937500 Penalty: 2915.803223
	Iteration 56Q: 3 clusters Score -1048450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1048451.062500 Penalty: 2915.803223
	Iteration 57Q: 3 clusters Score -1048451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1048451.062500 Penalty: 2915.803223
	Iteration 58F: 3 clusters Score -1048451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -256170.671875 Penalty: 1229.609619
	Iteration 0F: 2 clusters Score -256170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -254087.968750 Penalty: 2459.219238
	Iteration 0F: 3 clusters Score -254088 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -254495.421875 Penalty: 2459.219238
	Iteration 1F: 3 clusters Score -254495.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -254599.375000 Penalty: 2459.219238
	Iteration 2F: 3 clusters Score -254599.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254661.125000 Penalty: 2459.219238
	Iteration 3Q: 3 clusters Score -254661.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -254706.453125 Penalty: 2459.219238
	Iteration 4Q: 3 clusters Score -254706.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -254758.937500 Penalty: 2459.219238
	Iteration 5Q: 3 clusters Score -254758.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -254793.578125 Penalty: 2459.219238
	Iteration 6Q: 3 clusters Score -254793.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -254816.984375 Penalty: 2459.219238
	Iteration 7Q: 3 clusters Score -254817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -254831.765625 Penalty: 2459.219238
	Iteration 8Q: 3 clusters Score -254831.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -254846.187500 Penalty: 2459.219238
	Iteration 9Q: 3 clusters Score -254846.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -254856.265625 Penalty: 2459.219238
	Iteration 10Q: 3 clusters Score -254856.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -254865.812500 Penalty: 2459.219238
	Iteration 11Q: 3 clusters Score -254865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -254875.890625 Penalty: 2459.219238
	Iteration 12Q: 3 clusters Score -254875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -254883.109375 Penalty: 2459.219238
	Iteration 13Q: 3 clusters Score -254883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -254888.937500 Penalty: 2459.219238
	Iteration 14Q: 3 clusters Score -254888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -254894.953125 Penalty: 2459.219238
	Iteration 15Q: 3 clusters Score -254895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -254899.625000 Penalty: 2459.219238
	Iteration 16Q: 3 clusters Score -254899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -254904.484375 Penalty: 2459.219238
	Iteration 17Q: 3 clusters Score -254904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -254908.843750 Penalty: 2459.219238
	Iteration 18Q: 3 clusters Score -254908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -254914.515625 Penalty: 2459.219238
	Iteration 19Q: 3 clusters Score -254914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254919.968750 Penalty: 2459.219238
	Iteration 20F: 3 clusters Score -254920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -254926.765625 Penalty: 2459.219238
	Iteration 21Q: 3 clusters Score -254926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -254932.656250 Penalty: 2459.219238
	Iteration 22Q: 3 clusters Score -254932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -254937.953125 Penalty: 2459.219238
	Iteration 23Q: 3 clusters Score -254938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -254940.453125 Penalty: 2459.219238
	Iteration 24Q: 3 clusters Score -254940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -254945.125000 Penalty: 2459.219238
	Iteration 25Q: 3 clusters Score -254945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -254950.640625 Penalty: 2459.219238
	Iteration 26Q: 3 clusters Score -254950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254958.031250 Penalty: 2459.219238
	Iteration 27Q: 3 clusters Score -254958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -254964.937500 Penalty: 2459.219238
	Iteration 28Q: 3 clusters Score -254964.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -254971.953125 Penalty: 2459.219238
	Iteration 29Q: 3 clusters Score -254972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -254981.890625 Penalty: 2459.219238
	Iteration 30Q: 3 clusters Score -254981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -254993.421875 Penalty: 2459.219238
	Iteration 31Q: 3 clusters Score -254993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -255001.734375 Penalty: 2459.219238
	Iteration 32Q: 3 clusters Score -255001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -255008.062500 Penalty: 2459.219238
	Iteration 33Q: 3 clusters Score -255008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -255015.953125 Penalty: 2459.219238
	Iteration 34Q: 3 clusters Score -255016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -255020.421875 Penalty: 2459.219238
	Iteration 35Q: 3 clusters Score -255020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -255025.296875 Penalty: 2459.219238
	Iteration 36Q: 3 clusters Score -255025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -255027.140625 Penalty: 2459.219238
	Iteration 37Q: 3 clusters Score -255027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -255028.468750 Penalty: 2459.219238
	Iteration 38Q: 3 clusters Score -255028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255029.546875 Penalty: 2459.219238
	Iteration 39Q: 3 clusters Score -255029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255030.484375 Penalty: 2459.219238
	Iteration 40F: 3 clusters Score -255030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -255032.750000 Penalty: 2459.219238
	Iteration 41Q: 3 clusters Score -255032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255036.312500 Penalty: 2459.219238
	Iteration 42Q: 3 clusters Score -255036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -255040.156250 Penalty: 2459.219238
	Iteration 43Q: 3 clusters Score -255040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -255043.062500 Penalty: 2459.219238
	Iteration 44Q: 3 clusters Score -255043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -255045.718750 Penalty: 2459.219238
	Iteration 45Q: 3 clusters Score -255045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -255050.812500 Penalty: 2459.219238
	Iteration 46Q: 3 clusters Score -255050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -255053.093750 Penalty: 2459.219238
	Iteration 47Q: 3 clusters Score -255053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -255057.109375 Penalty: 2459.219238
	Iteration 48Q: 3 clusters Score -255057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255060.921875 Penalty: 2459.219238
	Iteration 49Q: 3 clusters Score -255060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -255064.546875 Penalty: 2459.219238
	Iteration 50Q: 3 clusters Score -255064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -255071.062500 Penalty: 2459.219238
	Iteration 51Q: 3 clusters Score -255071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -255080.265625 Penalty: 2459.219238
	Iteration 52Q: 3 clusters Score -255080.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -255088.140625 Penalty: 2459.219238
	Iteration 53Q: 3 clusters Score -255088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -255096.484375 Penalty: 2459.219238
	Iteration 54Q: 3 clusters Score -255096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -255102.062500 Penalty: 2459.219238
	Iteration 55Q: 3 clusters Score -255102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -255108.078125 Penalty: 2459.219238
	Iteration 56Q: 3 clusters Score -255108.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -255121.484375 Penalty: 2459.219238
	Iteration 57Q: 3 clusters Score -255121.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -255130.437500 Penalty: 2459.219238
	Iteration 58Q: 3 clusters Score -255130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -255138.906250 Penalty: 2459.219238
	Iteration 59Q: 3 clusters Score -255138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -255144.312500 Penalty: 2459.219238
	Iteration 60F: 3 clusters Score -255144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -255150.156250 Penalty: 2459.219238
	Iteration 61Q: 3 clusters Score -255150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -255154.625000 Penalty: 2459.219238
	Iteration 62Q: 3 clusters Score -255154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -255157.703125 Penalty: 2459.219238
	Iteration 63Q: 3 clusters Score -255157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -255160.578125 Penalty: 2459.219238
	Iteration 64Q: 3 clusters Score -255160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -255163.531250 Penalty: 2459.219238
	Iteration 65Q: 3 clusters Score -255163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -255165.703125 Penalty: 2459.219238
	Iteration 66Q: 3 clusters Score -255165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -255167.234375 Penalty: 2459.219238
	Iteration 67Q: 3 clusters Score -255167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255170.375000 Penalty: 2459.219238
	Iteration 68Q: 3 clusters Score -255170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255171.671875 Penalty: 2459.219238
	Iteration 69Q: 3 clusters Score -255171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255172.796875 Penalty: 2459.219238
	Iteration 70Q: 3 clusters Score -255172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255174.250000 Penalty: 2459.219238
	Iteration 71Q: 3 clusters Score -255174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255176.546875 Penalty: 2459.219238
	Iteration 72Q: 3 clusters Score -255176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -255179.312500 Penalty: 2459.219238
	Iteration 73Q: 3 clusters Score -255179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255183.093750 Penalty: 2459.219238
	Iteration 74Q: 3 clusters Score -255183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255184.687500 Penalty: 2459.219238
	Iteration 75Q: 3 clusters Score -255184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -255185.859375 Penalty: 2459.219238
	Iteration 76Q: 3 clusters Score -255185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255186.015625 Penalty: 2459.219238
	Iteration 77Q: 3 clusters Score -255186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255186.015625 Penalty: 2459.219238
	Iteration 78F: 3 clusters Score -255186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -2070931.000000 Penalty: 1579.057739
	Iteration 0F: 2 clusters Score -2070931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2059469.875000 Penalty: 3158.115479
	Iteration 0F: 3 clusters Score -2059470 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2063544.875000 Penalty: 3158.115479
	Iteration 1F: 3 clusters Score -2063545 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2063892.375000 Penalty: 3158.115479
	Iteration 2F: 3 clusters Score -2063892 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2064265.875000 Penalty: 3158.115479
	Iteration 3F: 3 clusters Score -2064266 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2064713.875000 Penalty: 3158.115479
	Iteration 4F: 3 clusters Score -2064714 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2065232.125000 Penalty: 3158.115479
	Iteration 5F: 3 clusters Score -2065232 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2065808.500000 Penalty: 3158.115479
	Iteration 6F: 3 clusters Score -2065808 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2066400.000000 Penalty: 3158.115479
	Iteration 7F: 3 clusters Score -2066400 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2067000.875000 Penalty: 3158.115479
	Iteration 8F: 3 clusters Score -2067001 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2067516.750000 Penalty: 3158.115479
	Iteration 9Q: 3 clusters Score -2067517 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2067989.250000 Penalty: 3158.115479
	Iteration 10Q: 3 clusters Score -2067989 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2068363.250000 Penalty: 3158.115479
	Iteration 11Q: 3 clusters Score -2068363 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2068667.500000 Penalty: 3158.115479
	Iteration 12Q: 3 clusters Score -2068668 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2068909.125000 Penalty: 3158.115479
	Iteration 13Q: 3 clusters Score -2068909 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2069064.750000 Penalty: 3158.115479
	Iteration 14Q: 3 clusters Score -2069065 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2069196.750000 Penalty: 3158.115479
	Iteration 15Q: 3 clusters Score -2069197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2069299.000000 Penalty: 3158.115479
	Iteration 16Q: 3 clusters Score -2069299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2069371.250000 Penalty: 3158.115479
	Iteration 17Q: 3 clusters Score -2069371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2069425.125000 Penalty: 3158.115479
	Iteration 18Q: 3 clusters Score -2069425 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2069478.000000 Penalty: 3158.115479
	Iteration 19Q: 3 clusters Score -2069478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2069518.125000 Penalty: 3158.115479
	Iteration 20F: 3 clusters Score -2069518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2069563.875000 Penalty: 3158.115479
	Iteration 21Q: 3 clusters Score -2069564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2069610.750000 Penalty: 3158.115479
	Iteration 22Q: 3 clusters Score -2069611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2069646.375000 Penalty: 3158.115479
	Iteration 23Q: 3 clusters Score -2069646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2069676.750000 Penalty: 3158.115479
	Iteration 24Q: 3 clusters Score -2069677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2069722.875000 Penalty: 3158.115479
	Iteration 25Q: 3 clusters Score -2069723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2069761.625000 Penalty: 3158.115479
	Iteration 26Q: 3 clusters Score -2069762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2069812.375000 Penalty: 3158.115479
	Iteration 27Q: 3 clusters Score -2069812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2069860.125000 Penalty: 3158.115479
	Iteration 28Q: 3 clusters Score -2069860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2069923.375000 Penalty: 3158.115479
	Iteration 29Q: 3 clusters Score -2069923 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2069988.250000 Penalty: 3158.115479
	Iteration 30Q: 3 clusters Score -2069988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2070058.375000 Penalty: 3158.115479
	Iteration 31Q: 3 clusters Score -2070058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2070093.375000 Penalty: 3158.115479
	Iteration 32Q: 3 clusters Score -2070093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2070129.750000 Penalty: 3158.115479
	Iteration 33Q: 3 clusters Score -2070130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2070161.125000 Penalty: 3158.115479
	Iteration 34Q: 3 clusters Score -2070161 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2070189.750000 Penalty: 3158.115479
	Iteration 35Q: 3 clusters Score -2070190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2070209.375000 Penalty: 3158.115479
	Iteration 36Q: 3 clusters Score -2070209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2070228.250000 Penalty: 3158.115479
	Iteration 37Q: 3 clusters Score -2070228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2070245.750000 Penalty: 3158.115479
	Iteration 38Q: 3 clusters Score -2070246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2070254.875000 Penalty: 3158.115479
	Iteration 39Q: 3 clusters Score -2070255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2070265.750000 Penalty: 3158.115479
	Iteration 40F: 3 clusters Score -2070266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2070269.500000 Penalty: 3158.115479
	Iteration 41Q: 3 clusters Score -2070270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2070279.375000 Penalty: 3158.115479
	Iteration 42Q: 3 clusters Score -2070279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2070293.875000 Penalty: 3158.115479
	Iteration 43Q: 3 clusters Score -2070294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2070302.500000 Penalty: 3158.115479
	Iteration 44Q: 3 clusters Score -2070302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2070308.000000 Penalty: 3158.115479
	Iteration 45Q: 3 clusters Score -2070308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2070312.375000 Penalty: 3158.115479
	Iteration 46Q: 3 clusters Score -2070312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2070319.875000 Penalty: 3158.115479
	Iteration 47Q: 3 clusters Score -2070320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2070327.125000 Penalty: 3158.115479
	Iteration 48Q: 3 clusters Score -2070327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2070336.500000 Penalty: 3158.115479
	Iteration 49Q: 3 clusters Score -2070336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2070350.250000 Penalty: 3158.115479
	Iteration 50Q: 3 clusters Score -2070350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2070362.875000 Penalty: 3158.115479
	Iteration 51Q: 3 clusters Score -2070363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2070375.875000 Penalty: 3158.115479
	Iteration 52Q: 3 clusters Score -2070376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2070378.125000 Penalty: 3158.115479
	Iteration 53Q: 3 clusters Score -2070378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2070390.250000 Penalty: 3158.115479
	Iteration 54Q: 3 clusters Score -2070390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2070393.000000 Penalty: 3158.115479
	Iteration 55Q: 3 clusters Score -2070393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2070399.000000 Penalty: 3158.115479
	Iteration 56Q: 3 clusters Score -2070399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2070402.125000 Penalty: 3158.115479
	Iteration 57Q: 3 clusters Score -2070402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2070402.625000 Penalty: 3158.115479
	Iteration 58Q: 3 clusters Score -2070403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2070406.250000 Penalty: 3158.115479
	Iteration 59Q: 3 clusters Score -2070406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2070413.000000 Penalty: 3158.115479
	Iteration 60F: 3 clusters Score -2070413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2070428.000000 Penalty: 3158.115479
	Iteration 61Q: 3 clusters Score -2070428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2070445.125000 Penalty: 3158.115479
	Iteration 62Q: 3 clusters Score -2070445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2070470.875000 Penalty: 3158.115479
	Iteration 63Q: 3 clusters Score -2070471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2070497.500000 Penalty: 3158.115479
	Iteration 64Q: 3 clusters Score -2070498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2070526.750000 Penalty: 3158.115479
	Iteration 65Q: 3 clusters Score -2070527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2070543.500000 Penalty: 3158.115479
	Iteration 66Q: 3 clusters Score -2070544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2070557.875000 Penalty: 3158.115479
	Iteration 67Q: 3 clusters Score -2070558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2070564.875000 Penalty: 3158.115479
	Iteration 68Q: 3 clusters Score -2070565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2070565.000000 Penalty: 3158.115479
	Iteration 69Q: 3 clusters Score -2070565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2070571.125000 Penalty: 3158.115479
	Iteration 70Q: 3 clusters Score -2070571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2070573.500000 Penalty: 3158.115479
	Iteration 71Q: 3 clusters Score -2070574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2070571.250000 Penalty: 3158.115479
	Iteration 72Q: 3 clusters Score -2070571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2070573.625000 Penalty: 3158.115479
	Iteration 73Q: 3 clusters Score -2070574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2070574.500000 Penalty: 3158.115479
	Iteration 74Q: 3 clusters Score -2070574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2070575.125000 Penalty: 3158.115479
	Iteration 75Q: 3 clusters Score -2070575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2070582.250000 Penalty: 3158.115479
	Iteration 76Q: 3 clusters Score -2070582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2070583.500000 Penalty: 3158.115479
	Iteration 77Q: 3 clusters Score -2070584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2070586.125000 Penalty: 3158.115479
	Iteration 78Q: 3 clusters Score -2070586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2070589.500000 Penalty: 3158.115479
	Iteration 79Q: 3 clusters Score -2070590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2070590.500000 Penalty: 3158.115479
	Iteration 80F: 3 clusters Score -2070590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2070593.125000 Penalty: 3158.115479
	Iteration 81Q: 3 clusters Score -2070593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2070594.000000 Penalty: 3158.115479
	Iteration 82Q: 3 clusters Score -2070594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2070594.750000 Penalty: 3158.115479
	Iteration 83Q: 3 clusters Score -2070595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2070596.125000 Penalty: 3158.115479
	Iteration 84Q: 3 clusters Score -2070596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2070597.000000 Penalty: 3158.115479
	Iteration 85Q: 3 clusters Score -2070597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2070601.750000 Penalty: 3158.115479
	Iteration 86Q: 3 clusters Score -2070602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2070602.125000 Penalty: 3158.115479
	Iteration 87Q: 3 clusters Score -2070602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2070602.000000 Penalty: 3158.115479
	Iteration 88Q: 3 clusters Score -2070602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2070601.875000 Penalty: 3158.115479
	Iteration 89Q: 3 clusters Score -2070602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2070603.000000 Penalty: 3158.115479
	Iteration 90Q: 3 clusters Score -2070603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2070601.125000 Penalty: 3158.115479
	Iteration 91Q: 3 clusters Score -2070601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2070604.375000 Penalty: 3158.115479
	Iteration 92Q: 3 clusters Score -2070604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2070606.000000 Penalty: 3158.115479
	Iteration 93Q: 3 clusters Score -2070606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2070606.000000 Penalty: 3158.115479
	Iteration 94F: 3 clusters Score -2070606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13359.822266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12632.000000 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -12632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12852.714844 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -12852.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12971.551758 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -12971.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13034.503906 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -13034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13051.293945 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -13051.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13053.511719 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -13053.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13053.511719 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -13053.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -115876.117188 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -115876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114516.937500 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -114516.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114871.335938 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -114871.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114989.289062 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -114989.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115060.937500 Penalty: 2237.790527
	Iteration 3Q: 3 clusters Score -115060.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115141.000000 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -115141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115209.257812 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -115209.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115246.585938 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -115246.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115281.195312 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -115281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115318.523438 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -115318.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -115341.429688 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -115341.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115364.460938 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -115364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115375.484375 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -115375.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115387.726562 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -115387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115397.429688 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -115397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115408.500000 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -115408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115417.843750 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -115417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115419.765625 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -115419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115420.085938 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -115420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115422.179688 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -115422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115424.460938 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -115424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115433.968750 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -115434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -115444.015625 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -115444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115454.070312 Penalty: 2237.790527
	Iteration 22Q: 3 clusters Score -115454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115469.843750 Penalty: 2237.790527
	Iteration 23Q: 3 clusters Score -115469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115476.171875 Penalty: 2237.790527
	Iteration 24Q: 3 clusters Score -115476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115477.250000 Penalty: 2237.790527
	Iteration 25Q: 3 clusters Score -115477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115482.171875 Penalty: 2237.790527
	Iteration 26Q: 3 clusters Score -115482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115484.625000 Penalty: 2237.790527
	Iteration 27Q: 3 clusters Score -115484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115485.914062 Penalty: 2237.790527
	Iteration 28Q: 3 clusters Score -115485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115488.554688 Penalty: 2237.790527
	Iteration 29Q: 3 clusters Score -115488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115494.429688 Penalty: 2237.790527
	Iteration 30Q: 3 clusters Score -115494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115498.414062 Penalty: 2237.790527
	Iteration 31Q: 3 clusters Score -115498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115500.632812 Penalty: 2237.790527
	Iteration 32Q: 3 clusters Score -115500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115507.828125 Penalty: 2237.790527
	Iteration 33Q: 3 clusters Score -115507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115510.085938 Penalty: 2237.790527
	Iteration 34Q: 3 clusters Score -115510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115510.085938 Penalty: 2237.790527
	Iteration 35F: 3 clusters Score -115510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Entering Unmasked Estep 
Score: -8414036.000000 Penalty: 1796.479980
	Iteration 0F: 2 clusters Score -8414036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -8372489.000000 Penalty: 3592.959961
	Iteration 0F: 3 clusters Score -8372489 nChanged 30079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8389397.000000 Penalty: 3592.959961
	Iteration 1F: 3 clusters Score -8389397 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -8389759.000000 Penalty: 3592.959961
	Iteration 2Q: 3 clusters Score -8389759 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -8390330.000000 Penalty: 3592.959961
	Iteration 3Q: 3 clusters Score -8390330 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -8391007.000000 Penalty: 3592.959961
	Iteration 4Q: 3 clusters Score -8391007 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8392153.000000 Penalty: 3592.959961
	Iteration 5Q: 3 clusters Score -8392153 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -8394124.000000 Penalty: 3592.959961
	Iteration 6F: 3 clusters Score -8394124 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8397263.000000 Penalty: 3592.959961
	Iteration 7F: 3 clusters Score -8397263 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -8401622.000000 Penalty: 3592.959961
	Iteration 8F: 3 clusters Score -8401622 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -8406235.000000 Penalty: 3592.959961
	Iteration 9F: 3 clusters Score -8406235 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -8409640.000000 Penalty: 3592.959961
	Iteration 10F: 3 clusters Score -8409640 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -8411290.000000 Penalty: 3592.959961
	Iteration 11Q: 3 clusters Score -8411290 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -8411982.000000 Penalty: 3592.959961
	Iteration 12Q: 3 clusters Score -8411982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8412250.000000 Penalty: 3592.959961
	Iteration 13Q: 3 clusters Score -8412250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -8412338.000000 Penalty: 3592.959961
	Iteration 14Q: 3 clusters Score -8412338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -8412395.000000 Penalty: 3592.959961
	Iteration 15Q: 3 clusters Score -8412395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -8412407.000000 Penalty: 3592.959961
	Iteration 16Q: 3 clusters Score -8412407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8412425.000000 Penalty: 3592.959961
	Iteration 17Q: 3 clusters Score -8412425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -8412427.000000 Penalty: 3592.959961
	Iteration 18Q: 3 clusters Score -8412427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -8412447.000000 Penalty: 3592.959961
	Iteration 19Q: 3 clusters Score -8412447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -8412449.000000 Penalty: 3592.959961
	Iteration 20F: 3 clusters Score -8412449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -8412454.000000 Penalty: 3592.959961
	Iteration 21Q: 3 clusters Score -8412454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -8412465.000000 Penalty: 3592.959961
	Iteration 22Q: 3 clusters Score -8412465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8412464.000000 Penalty: 3592.959961
	Iteration 23Q: 3 clusters Score -8412464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8412476.000000 Penalty: 3592.959961
	Iteration 24Q: 3 clusters Score -8412476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8412478.000000 Penalty: 3592.959961
	Iteration 25Q: 3 clusters Score -8412478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8412478.000000 Penalty: 3592.959961
	Iteration 26F: 3 clusters Score -8412478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -67225.843750 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -67225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66088.000000 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -66088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66546.554688 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -66546.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66922.468750 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -66922.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67102.023438 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -67102.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67154.445312 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -67154.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67204.109375 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -67204.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67216.929688 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -67216.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67220.625000 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -67220.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67220.625000 Penalty: 2085.437988
	Iteration 8F: 3 clusters Score -67220.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -258428.281250 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -258428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256281.593750 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -256281.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256830.890625 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -256830.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257023.468750 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -257023.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257153.812500 Penalty: 2479.742188
	Iteration 3F: 3 clusters Score -257153.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -257241.468750 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -257241.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -257323.671875 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -257323.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257385.500000 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -257385.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257440.531250 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -257440.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -257499.421875 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -257499.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257539.484375 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -257539.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257578.296875 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -257578.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257599.765625 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -257599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -257618.546875 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -257618.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -257633.453125 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -257633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -257648.265625 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -257648.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -257669.437500 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -257669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -257686.562500 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -257686.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -257701.406250 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -257701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257714.515625 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -257714.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -257723.921875 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -257723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -257731.250000 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -257731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -257737.140625 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -257737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -257738.750000 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -257738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -257738.750000 Penalty: 2479.742188
	Iteration 23F: 3 clusters Score -257738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Entering Unmasked Estep 
Score: -1485980.250000 Penalty: 1520.475952
	Iteration 0F: 2 clusters Score -1485980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1477838.000000 Penalty: 3040.951904
	Iteration 0F: 3 clusters Score -1477838 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1480503.875000 Penalty: 3040.951904
	Iteration 1F: 3 clusters Score -1480504 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1480805.625000 Penalty: 3040.951904
	Iteration 2F: 3 clusters Score -1480806 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1481118.125000 Penalty: 3040.951904
	Iteration 3F: 3 clusters Score -1481118 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1481420.625000 Penalty: 3040.951904
	Iteration 4F: 3 clusters Score -1481421 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1481746.500000 Penalty: 3040.951904
	Iteration 5Q: 3 clusters Score -1481746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1482089.250000 Penalty: 3040.951904
	Iteration 6F: 3 clusters Score -1482089 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1482435.000000 Penalty: 3040.951904
	Iteration 7F: 3 clusters Score -1482435 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1482771.750000 Penalty: 3040.951904
	Iteration 8Q: 3 clusters Score -1482772 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1483099.000000 Penalty: 3040.951904
	Iteration 9Q: 3 clusters Score -1483099 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1483405.125000 Penalty: 3040.951904
	Iteration 10Q: 3 clusters Score -1483405 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1483674.875000 Penalty: 3040.951904
	Iteration 11Q: 3 clusters Score -1483675 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1483916.250000 Penalty: 3040.951904
	Iteration 12Q: 3 clusters Score -1483916 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1484207.625000 Penalty: 3040.951904
	Iteration 13Q: 3 clusters Score -1484208 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1484520.250000 Penalty: 3040.951904
	Iteration 14Q: 3 clusters Score -1484520 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1484862.875000 Penalty: 3040.951904
	Iteration 15Q: 3 clusters Score -1484863 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1485146.375000 Penalty: 3040.951904
	Iteration 16Q: 3 clusters Score -1485146 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1485404.000000 Penalty: 3040.951904
	Iteration 17Q: 3 clusters Score -1485404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1485601.500000 Penalty: 3040.951904
	Iteration 18Q: 3 clusters Score -1485602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1485726.250000 Penalty: 3040.951904
	Iteration 19Q: 3 clusters Score -1485726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1485778.625000 Penalty: 3040.951904
	Iteration 20F: 3 clusters Score -1485779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1485797.750000 Penalty: 3040.951904
	Iteration 21Q: 3 clusters Score -1485798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1485801.750000 Penalty: 3040.951904
	Iteration 22Q: 3 clusters Score -1485802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1485808.875000 Penalty: 3040.951904
	Iteration 23Q: 3 clusters Score -1485809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1485811.625000 Penalty: 3040.951904
	Iteration 24Q: 3 clusters Score -1485812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1485809.500000 Penalty: 3040.951904
	Iteration 25Q: 3 clusters Score -1485810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1485810.250000 Penalty: 3040.951904
	Iteration 26Q: 3 clusters Score -1485810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1485809.625000 Penalty: 3040.951904
	Iteration 27Q: 3 clusters Score -1485810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1485810.875000 Penalty: 3040.951904
	Iteration 28Q: 3 clusters Score -1485811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1485810.875000 Penalty: 3040.951904
	Iteration 29F: 3 clusters Score -1485811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12753.644531 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12753.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13094.728516 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13094.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13298.419922 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13298.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13318.615234 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -13318.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13364.079102 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13364.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13375.277344 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13375.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13381.825195 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13381.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13382.966797 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13382.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13382.966797 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -13382.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25066.083984 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25066.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25163.345703 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25163.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25194.490234 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -25194.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25230.052734 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25230.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25255.875000 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25255.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25267.808594 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25267.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25269.125000 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25269.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25269.125000 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -25269.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -646348.500000 Penalty: 1382.967896
	Iteration 0F: 2 clusters Score -646348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -642413.812500 Penalty: 2765.935791
	Iteration 0F: 3 clusters Score -642413.8 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -643508.875000 Penalty: 2765.935791
	Iteration 1F: 3 clusters Score -643508.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -643664.062500 Penalty: 2765.935791
	Iteration 2F: 3 clusters Score -643664.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -643753.437500 Penalty: 2765.935791
	Iteration 3Q: 3 clusters Score -643753.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -643832.062500 Penalty: 2765.935791
	Iteration 4Q: 3 clusters Score -643832.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -643920.312500 Penalty: 2765.935791
	Iteration 5Q: 3 clusters Score -643920.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -644033.937500 Penalty: 2765.935791
	Iteration 6Q: 3 clusters Score -644033.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -644164.250000 Penalty: 2765.935791
	Iteration 7Q: 3 clusters Score -644164.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -644315.187500 Penalty: 2765.935791
	Iteration 8Q: 3 clusters Score -644315.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -644491.250000 Penalty: 2765.935791
	Iteration 9Q: 3 clusters Score -644491.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -644656.625000 Penalty: 2765.935791
	Iteration 10Q: 3 clusters Score -644656.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -644812.250000 Penalty: 2765.935791
	Iteration 11Q: 3 clusters Score -644812.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -644939.250000 Penalty: 2765.935791
	Iteration 12Q: 3 clusters Score -644939.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -645066.000000 Penalty: 2765.935791
	Iteration 13Q: 3 clusters Score -645066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -645140.500000 Penalty: 2765.935791
	Iteration 14Q: 3 clusters Score -645140.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -645193.125000 Penalty: 2765.935791
	Iteration 15Q: 3 clusters Score -645193.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -645229.312500 Penalty: 2765.935791
	Iteration 16Q: 3 clusters Score -645229.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -645255.875000 Penalty: 2765.935791
	Iteration 17Q: 3 clusters Score -645255.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -645273.687500 Penalty: 2765.935791
	Iteration 18Q: 3 clusters Score -645273.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -645285.937500 Penalty: 2765.935791
	Iteration 19Q: 3 clusters Score -645285.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -645304.687500 Penalty: 2765.935791
	Iteration 20F: 3 clusters Score -645304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -645311.812500 Penalty: 2765.935791
	Iteration 21Q: 3 clusters Score -645311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -645317.375000 Penalty: 2765.935791
	Iteration 22Q: 3 clusters Score -645317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -645326.437500 Penalty: 2765.935791
	Iteration 23Q: 3 clusters Score -645326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -645332.812500 Penalty: 2765.935791
	Iteration 24Q: 3 clusters Score -645332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -645340.000000 Penalty: 2765.935791
	Iteration 25Q: 3 clusters Score -645340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -645347.125000 Penalty: 2765.935791
	Iteration 26Q: 3 clusters Score -645347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -645349.125000 Penalty: 2765.935791
	Iteration 27Q: 3 clusters Score -645349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -645353.375000 Penalty: 2765.935791
	Iteration 28Q: 3 clusters Score -645353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -645356.500000 Penalty: 2765.935791
	Iteration 29Q: 3 clusters Score -645356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -645357.000000 Penalty: 2765.935791
	Iteration 30Q: 3 clusters Score -645357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -645357.000000 Penalty: 2765.935791
	Iteration 31F: 3 clusters Score -645357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Entering Unmasked Estep 
Score: -2414311.500000 Penalty: 1597.034058
	Iteration 0F: 2 clusters Score -2414312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2401631.500000 Penalty: 3194.068115
	Iteration 0F: 3 clusters Score -2401632 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2406236.000000 Penalty: 3194.068115
	Iteration 1F: 3 clusters Score -2406236 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2406585.750000 Penalty: 3194.068115
	Iteration 2F: 3 clusters Score -2406586 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2406927.500000 Penalty: 3194.068115
	Iteration 3Q: 3 clusters Score -2406928 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2407290.500000 Penalty: 3194.068115
	Iteration 4Q: 3 clusters Score -2407290 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2407661.500000 Penalty: 3194.068115
	Iteration 5Q: 3 clusters Score -2407662 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2407974.500000 Penalty: 3194.068115
	Iteration 6Q: 3 clusters Score -2407974 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2408303.500000 Penalty: 3194.068115
	Iteration 7Q: 3 clusters Score -2408304 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2408645.750000 Penalty: 3194.068115
	Iteration 8Q: 3 clusters Score -2408646 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2408945.250000 Penalty: 3194.068115
	Iteration 9Q: 3 clusters Score -2408945 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2409229.000000 Penalty: 3194.068115
	Iteration 10Q: 3 clusters Score -2409229 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2409479.000000 Penalty: 3194.068115
	Iteration 11Q: 3 clusters Score -2409479 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2409663.750000 Penalty: 3194.068115
	Iteration 12Q: 3 clusters Score -2409664 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2409786.500000 Penalty: 3194.068115
	Iteration 13Q: 3 clusters Score -2409786 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2409877.000000 Penalty: 3194.068115
	Iteration 14Q: 3 clusters Score -2409877 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2409963.250000 Penalty: 3194.068115
	Iteration 15Q: 3 clusters Score -2409963 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2410046.000000 Penalty: 3194.068115
	Iteration 16Q: 3 clusters Score -2410046 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2410151.500000 Penalty: 3194.068115
	Iteration 17Q: 3 clusters Score -2410152 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2410252.250000 Penalty: 3194.068115
	Iteration 18Q: 3 clusters Score -2410252 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2410374.500000 Penalty: 3194.068115
	Iteration 19Q: 3 clusters Score -2410374 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2410510.750000 Penalty: 3194.068115
	Iteration 20F: 3 clusters Score -2410511 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2410715.000000 Penalty: 3194.068115
	Iteration 21Q: 3 clusters Score -2410715 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2410918.750000 Penalty: 3194.068115
	Iteration 22Q: 3 clusters Score -2410919 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2411134.250000 Penalty: 3194.068115
	Iteration 23Q: 3 clusters Score -2411134 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2411365.000000 Penalty: 3194.068115
	Iteration 24Q: 3 clusters Score -2411365 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2411616.750000 Penalty: 3194.068115
	Iteration 25Q: 3 clusters Score -2411617 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2411852.750000 Penalty: 3194.068115
	Iteration 26Q: 3 clusters Score -2411853 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2412056.750000 Penalty: 3194.068115
	Iteration 27Q: 3 clusters Score -2412057 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2412220.750000 Penalty: 3194.068115
	Iteration 28Q: 3 clusters Score -2412221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2412333.750000 Penalty: 3194.068115
	Iteration 29Q: 3 clusters Score -2412334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2412427.250000 Penalty: 3194.068115
	Iteration 30Q: 3 clusters Score -2412427 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2412532.250000 Penalty: 3194.068115
	Iteration 31Q: 3 clusters Score -2412532 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2412649.500000 Penalty: 3194.068115
	Iteration 32Q: 3 clusters Score -2412650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2412761.000000 Penalty: 3194.068115
	Iteration 33Q: 3 clusters Score -2412761 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2412832.000000 Penalty: 3194.068115
	Iteration 34Q: 3 clusters Score -2412832 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2412884.500000 Penalty: 3194.068115
	Iteration 35Q: 3 clusters Score -2412884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2412917.000000 Penalty: 3194.068115
	Iteration 36Q: 3 clusters Score -2412917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2412939.250000 Penalty: 3194.068115
	Iteration 37Q: 3 clusters Score -2412939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2412970.000000 Penalty: 3194.068115
	Iteration 38Q: 3 clusters Score -2412970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2412996.500000 Penalty: 3194.068115
	Iteration 39Q: 3 clusters Score -2412996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2413017.750000 Penalty: 3194.068115
	Iteration 40F: 3 clusters Score -2413018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2413036.750000 Penalty: 3194.068115
	Iteration 41Q: 3 clusters Score -2413037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2413054.000000 Penalty: 3194.068115
	Iteration 42Q: 3 clusters Score -2413054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2413068.250000 Penalty: 3194.068115
	Iteration 43Q: 3 clusters Score -2413068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2413075.500000 Penalty: 3194.068115
	Iteration 44Q: 3 clusters Score -2413076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2413084.000000 Penalty: 3194.068115
	Iteration 45Q: 3 clusters Score -2413084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2413088.000000 Penalty: 3194.068115
	Iteration 46Q: 3 clusters Score -2413088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2413087.000000 Penalty: 3194.068115
	Iteration 47Q: 3 clusters Score -2413087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2413086.750000 Penalty: 3194.068115
	Iteration 48Q: 3 clusters Score -2413087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2413091.000000 Penalty: 3194.068115
	Iteration 49Q: 3 clusters Score -2413091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2413093.750000 Penalty: 3194.068115
	Iteration 50Q: 3 clusters Score -2413094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2413099.750000 Penalty: 3194.068115
	Iteration 51Q: 3 clusters Score -2413100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2413095.500000 Penalty: 3194.068115
	Iteration 52Q: 3 clusters Score -2413096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2413100.750000 Penalty: 3194.068115
	Iteration 53Q: 3 clusters Score -2413101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2413102.250000 Penalty: 3194.068115
	Iteration 54Q: 3 clusters Score -2413102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2413103.750000 Penalty: 3194.068115
	Iteration 55Q: 3 clusters Score -2413104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2413106.250000 Penalty: 3194.068115
	Iteration 56Q: 3 clusters Score -2413106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2413110.500000 Penalty: 3194.068115
	Iteration 57Q: 3 clusters Score -2413110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2413111.250000 Penalty: 3194.068115
	Iteration 58Q: 3 clusters Score -2413111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2413106.000000 Penalty: 3194.068115
	Iteration 59Q: 3 clusters Score -2413106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2413107.750000 Penalty: 3194.068115
	Iteration 60F: 3 clusters Score -2413108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2413109.000000 Penalty: 3194.068115
	Iteration 61Q: 3 clusters Score -2413109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2413109.750000 Penalty: 3194.068115
	Iteration 62Q: 3 clusters Score -2413110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2413110.500000 Penalty: 3194.068115
	Iteration 63Q: 3 clusters Score -2413110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2413110.750000 Penalty: 3194.068115
	Iteration 64Q: 3 clusters Score -2413111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2413113.000000 Penalty: 3194.068115
	Iteration 65Q: 3 clusters Score -2413113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2413115.000000 Penalty: 3194.068115
	Iteration 66Q: 3 clusters Score -2413115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2413112.000000 Penalty: 3194.068115
	Iteration 67Q: 3 clusters Score -2413112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2413113.500000 Penalty: 3194.068115
	Iteration 68Q: 3 clusters Score -2413114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2413113.750000 Penalty: 3194.068115
	Iteration 69Q: 3 clusters Score -2413114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2413113.750000 Penalty: 3194.068115
	Iteration 70F: 3 clusters Score -2413114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2575221.500000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575222 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2579144.000000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2579144 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2579580.750000 Penalty: 3144.053711
	Iteration 2F: 3 clusters Score -2579581 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2580094.000000 Penalty: 3144.053711
	Iteration 3F: 3 clusters Score -2580094 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2580708.250000 Penalty: 3144.053711
	Iteration 4F: 3 clusters Score -2580708 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2581426.500000 Penalty: 3144.053711
	Iteration 5F: 3 clusters Score -2581426 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2582268.000000 Penalty: 3144.053711
	Iteration 6F: 3 clusters Score -2582268 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2583055.500000 Penalty: 3144.053711
	Iteration 7F: 3 clusters Score -2583056 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2583767.000000 Penalty: 3144.053711
	Iteration 8F: 3 clusters Score -2583767 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2584331.500000 Penalty: 3144.053711
	Iteration 9Q: 3 clusters Score -2584332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2584826.500000 Penalty: 3144.053711
	Iteration 10Q: 3 clusters Score -2584826 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2585158.750000 Penalty: 3144.053711
	Iteration 11Q: 3 clusters Score -2585159 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2585366.750000 Penalty: 3144.053711
	Iteration 12Q: 3 clusters Score -2585367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2585496.750000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2585497 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2585567.000000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2585567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2585628.750000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2585629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2585697.000000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2585697 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2585767.250000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2585767 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2585849.000000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2585849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2585897.000000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2585897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2585956.750000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2585957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2585999.000000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2585999 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2586044.750000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2586045 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2586095.750000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2586096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2586132.750000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2586133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2586155.500000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2586156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2586171.000000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2586171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2586188.500000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2586188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2586201.500000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2586202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2586215.250000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2586215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2586221.250000 Penalty: 3144.053711
	Iteration 30Q: 3 clusters Score -2586221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2586223.500000 Penalty: 3144.053711
	Iteration 31Q: 3 clusters Score -2586224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2586221.000000 Penalty: 3144.053711
	Iteration 32Q: 3 clusters Score -2586221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2586229.500000 Penalty: 3144.053711
	Iteration 33Q: 3 clusters Score -2586230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2586230.750000 Penalty: 3144.053711
	Iteration 34Q: 3 clusters Score -2586231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2586240.000000 Penalty: 3144.053711
	Iteration 35Q: 3 clusters Score -2586240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2586244.500000 Penalty: 3144.053711
	Iteration 36Q: 3 clusters Score -2586244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2586244.750000 Penalty: 3144.053711
	Iteration 37Q: 3 clusters Score -2586245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2586252.750000 Penalty: 3144.053711
	Iteration 38Q: 3 clusters Score -2586253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2586260.000000 Penalty: 3144.053711
	Iteration 39Q: 3 clusters Score -2586260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2586259.250000 Penalty: 3144.053711
	Iteration 40F: 3 clusters Score -2586259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2586263.500000 Penalty: 3144.053711
	Iteration 41Q: 3 clusters Score -2586264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2586270.000000 Penalty: 3144.053711
	Iteration 42Q: 3 clusters Score -2586270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2586265.000000 Penalty: 3144.053711
	Iteration 43Q: 3 clusters Score -2586265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2586276.500000 Penalty: 3144.053711
	Iteration 44Q: 3 clusters Score -2586276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2586280.750000 Penalty: 3144.053711
	Iteration 45Q: 3 clusters Score -2586281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2586282.000000 Penalty: 3144.053711
	Iteration 46Q: 3 clusters Score -2586282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2586286.500000 Penalty: 3144.053711
	Iteration 47Q: 3 clusters Score -2586286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2586285.250000 Penalty: 3144.053711
	Iteration 48Q: 3 clusters Score -2586285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2586290.000000 Penalty: 3144.053711
	Iteration 49Q: 3 clusters Score -2586290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2586289.250000 Penalty: 3144.053711
	Iteration 50Q: 3 clusters Score -2586289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2586291.000000 Penalty: 3144.053711
	Iteration 51Q: 3 clusters Score -2586291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2586290.000000 Penalty: 3144.053711
	Iteration 52Q: 3 clusters Score -2586290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2586290.250000 Penalty: 3144.053711
	Iteration 53Q: 3 clusters Score -2586290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2586287.750000 Penalty: 3144.053711
	Iteration 54Q: 3 clusters Score -2586288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2586288.000000 Penalty: 3144.053711
	Iteration 55Q: 3 clusters Score -2586288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2586289.250000 Penalty: 3144.053711
	Iteration 56Q: 3 clusters Score -2586289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2586289.250000 Penalty: 3144.053711
	Iteration 57F: 3 clusters Score -2586289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 13382 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41345 members 
Mstep: Class 28 contains 33837 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 50694 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62095 members 
Mstep: Class 40 contains 71085 members 
Mstep: Class 41 contains 21503 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54741 members 
Mstep: Class 52 contains 2517 members 
Entering Unmasked Estep 
Score: -85999944.000000 Penalty: 113252.593750
Splitting cluster 23 changes total score from -86000464.000000 to -85999944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -38553.937500 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -38553.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37667.656250 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -37667.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37827.582031 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -37827.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37940.445312 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -37940.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37981.925781 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -37981.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37994.742188 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -37994.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37997.464844 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -37997.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37997.464844 Penalty: 1895.361816
	Iteration 6F: 3 clusters Score -37997.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33550.519531 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33550.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33779.472656 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -33779.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33986.562500 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -33986.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34249.542969 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -34249.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34435.050781 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -34435.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34477.187500 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34477.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34520.445312 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34520.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34534.835938 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34534.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34547.527344 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34547.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34569.882812 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34569.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34585.027344 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34585.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34598.128906 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -34598.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34599.156250 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -34599.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34599.156250 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -34599.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41345 members 
Mstep: Class 28 contains 33837 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 50694 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62095 members 
Mstep: Class 40 contains 71085 members 
Mstep: Class 41 contains 21503 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54741 members 
Mstep: Class 52 contains 248 members 
Entering Unmasked Estep 
Score: -85999264.000000 Penalty: 113252.593750
Splitting cluster 25 changes total score from -86000464.000000 to -85999264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68543.210938 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68543.21 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68841.507812 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68841.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68975.914062 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68975.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69054.921875 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -69054.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69103.906250 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -69103.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69125.406250 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -69125.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69132.421875 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -69132.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69136.179688 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -69136.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69139.539062 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -69139.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69141.398438 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -69141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69141.398438 Penalty: 2084.906494
	Iteration 10F: 3 clusters Score -69141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Entering Unmasked Estep 
Score: -5481620.000000 Penalty: 1727.327271
	Iteration 0F: 2 clusters Score -5481620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5453729.500000 Penalty: 3454.654541
	Iteration 0F: 3 clusters Score -5453730 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5464967.500000 Penalty: 3454.654541
	Iteration 1F: 3 clusters Score -5464968 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5465802.000000 Penalty: 3454.654541
	Iteration 2Q: 3 clusters Score -5465802 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5466837.000000 Penalty: 3454.654541
	Iteration 3F: 3 clusters Score -5466837 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5468108.500000 Penalty: 3454.654541
	Iteration 4F: 3 clusters Score -5468108 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5469840.000000 Penalty: 3454.654541
	Iteration 5F: 3 clusters Score -5469840 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5472107.000000 Penalty: 3454.654541
	Iteration 6F: 3 clusters Score -5472107 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5474527.000000 Penalty: 3454.654541
	Iteration 7F: 3 clusters Score -5474527 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5476414.000000 Penalty: 3454.654541
	Iteration 8F: 3 clusters Score -5476414 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5477351.500000 Penalty: 3454.654541
	Iteration 9Q: 3 clusters Score -5477352 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5477795.000000 Penalty: 3454.654541
	Iteration 10Q: 3 clusters Score -5477795 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5478100.000000 Penalty: 3454.654541
	Iteration 11Q: 3 clusters Score -5478100 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5478346.000000 Penalty: 3454.654541
	Iteration 12Q: 3 clusters Score -5478346 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5478602.500000 Penalty: 3454.654541
	Iteration 13Q: 3 clusters Score -5478602 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -5478817.000000 Penalty: 3454.654541
	Iteration 14Q: 3 clusters Score -5478817 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -5478980.500000 Penalty: 3454.654541
	Iteration 15Q: 3 clusters Score -5478980 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5479130.500000 Penalty: 3454.654541
	Iteration 16Q: 3 clusters Score -5479130 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -5479283.000000 Penalty: 3454.654541
	Iteration 17Q: 3 clusters Score -5479283 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -5479439.500000 Penalty: 3454.654541
	Iteration 18Q: 3 clusters Score -5479440 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -5479607.000000 Penalty: 3454.654541
	Iteration 19Q: 3 clusters Score -5479607 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5479722.500000 Penalty: 3454.654541
	Iteration 20F: 3 clusters Score -5479722 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5479817.500000 Penalty: 3454.654541
	Iteration 21Q: 3 clusters Score -5479818 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5479919.000000 Penalty: 3454.654541
	Iteration 22Q: 3 clusters Score -5479919 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5480004.000000 Penalty: 3454.654541
	Iteration 23Q: 3 clusters Score -5480004 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5480085.000000 Penalty: 3454.654541
	Iteration 24Q: 3 clusters Score -5480085 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -5480148.000000 Penalty: 3454.654541
	Iteration 25Q: 3 clusters Score -5480148 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5480212.500000 Penalty: 3454.654541
	Iteration 26Q: 3 clusters Score -5480212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5480261.500000 Penalty: 3454.654541
	Iteration 27Q: 3 clusters Score -5480262 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5480305.500000 Penalty: 3454.654541
	Iteration 28Q: 3 clusters Score -5480306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5480348.000000 Penalty: 3454.654541
	Iteration 29Q: 3 clusters Score -5480348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -5480369.500000 Penalty: 3454.654541
	Iteration 30Q: 3 clusters Score -5480370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5480392.000000 Penalty: 3454.654541
	Iteration 31Q: 3 clusters Score -5480392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5480405.000000 Penalty: 3454.654541
	Iteration 32Q: 3 clusters Score -5480405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5480425.000000 Penalty: 3454.654541
	Iteration 33Q: 3 clusters Score -5480425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5480459.500000 Penalty: 3454.654541
	Iteration 34Q: 3 clusters Score -5480460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5480460.500000 Penalty: 3454.654541
	Iteration 35Q: 3 clusters Score -5480460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5480465.500000 Penalty: 3454.654541
	Iteration 36Q: 3 clusters Score -5480466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5480477.500000 Penalty: 3454.654541
	Iteration 37Q: 3 clusters Score -5480478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -5480485.000000 Penalty: 3454.654541
	Iteration 38Q: 3 clusters Score -5480485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5480517.000000 Penalty: 3454.654541
	Iteration 39Q: 3 clusters Score -5480517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5480524.000000 Penalty: 3454.654541
	Iteration 40F: 3 clusters Score -5480524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 3454.654541
	Iteration 41Q: 3 clusters Score -5480534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5480547.500000 Penalty: 3454.654541
	Iteration 42Q: 3 clusters Score -5480548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5480543.000000 Penalty: 3454.654541
	Iteration 43Q: 3 clusters Score -5480543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5480556.500000 Penalty: 3454.654541
	Iteration 44Q: 3 clusters Score -5480556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5480557.500000 Penalty: 3454.654541
	Iteration 45Q: 3 clusters Score -5480558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5480561.000000 Penalty: 3454.654541
	Iteration 46Q: 3 clusters Score -5480561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5480569.500000 Penalty: 3454.654541
	Iteration 47Q: 3 clusters Score -5480570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5480567.500000 Penalty: 3454.654541
	Iteration 48Q: 3 clusters Score -5480568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5480565.000000 Penalty: 3454.654541
	Iteration 49Q: 3 clusters Score -5480565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5480567.000000 Penalty: 3454.654541
	Iteration 50Q: 3 clusters Score -5480567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5480561.000000 Penalty: 3454.654541
	Iteration 51Q: 3 clusters Score -5480561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5480563.000000 Penalty: 3454.654541
	Iteration 52Q: 3 clusters Score -5480563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5480558.000000 Penalty: 3454.654541
	Iteration 53Q: 3 clusters Score -5480558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5480560.000000 Penalty: 3454.654541
	Iteration 54Q: 3 clusters Score -5480560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5480559.500000 Penalty: 3454.654541
	Iteration 55Q: 3 clusters Score -5480560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5480559.000000 Penalty: 3454.654541
	Iteration 56Q: 3 clusters Score -5480559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5480553.000000 Penalty: 3454.654541
	Iteration 57Q: 3 clusters Score -5480553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5480555.000000 Penalty: 3454.654541
	Iteration 58Q: 3 clusters Score -5480555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5480554.500000 Penalty: 3454.654541
	Iteration 59Q: 3 clusters Score -5480554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5480555.500000 Penalty: 3454.654541
	Iteration 60F: 3 clusters Score -5480556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5480554.500000 Penalty: 3454.654541
	Iteration 61Q: 3 clusters Score -5480554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5480556.500000 Penalty: 3454.654541
	Iteration 62Q: 3 clusters Score -5480556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -5480557.000000 Penalty: 3454.654541
	Iteration 63Q: 3 clusters Score -5480557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -5480553.500000 Penalty: 3454.654541
	Iteration 64Q: 3 clusters Score -5480554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5480556.500000 Penalty: 3454.654541
	Iteration 65Q: 3 clusters Score -5480556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5480557.500000 Penalty: 3454.654541
	Iteration 66Q: 3 clusters Score -5480558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5480554.000000 Penalty: 3454.654541
	Iteration 67Q: 3 clusters Score -5480554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5480556.000000 Penalty: 3454.654541
	Iteration 68Q: 3 clusters Score -5480556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5480560.000000 Penalty: 3454.654541
	Iteration 69Q: 3 clusters Score -5480560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5480556.000000 Penalty: 3454.654541
	Iteration 70Q: 3 clusters Score -5480556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5480556.000000 Penalty: 3454.654541
	Iteration 71Q: 3 clusters Score -5480556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5480562.000000 Penalty: 3454.654541
	Iteration 72Q: 3 clusters Score -5480562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5480569.500000 Penalty: 3454.654541
	Iteration 73Q: 3 clusters Score -5480570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5480572.500000 Penalty: 3454.654541
	Iteration 74Q: 3 clusters Score -5480572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5480583.500000 Penalty: 3454.654541
	Iteration 75Q: 3 clusters Score -5480584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5480585.500000 Penalty: 3454.654541
	Iteration 76Q: 3 clusters Score -5480586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5480584.000000 Penalty: 3454.654541
	Iteration 77Q: 3 clusters Score -5480584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5480587.000000 Penalty: 3454.654541
	Iteration 78Q: 3 clusters Score -5480587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5480583.000000 Penalty: 3454.654541
	Iteration 79Q: 3 clusters Score -5480583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5480597.500000 Penalty: 3454.654541
	Iteration 80F: 3 clusters Score -5480598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5480599.000000 Penalty: 3454.654541
	Iteration 81Q: 3 clusters Score -5480599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5480599.000000 Penalty: 3454.654541
	Iteration 82F: 3 clusters Score -5480599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Entering Unmasked Estep 
Score: -4523645.500000 Penalty: 1694.762817
	Iteration 0F: 2 clusters Score -4523646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4501000.000000 Penalty: 3389.525635
	Iteration 0F: 3 clusters Score -4501000 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4509919.000000 Penalty: 3389.525635
	Iteration 1F: 3 clusters Score -4509919 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4510472.500000 Penalty: 3389.525635
	Iteration 2Q: 3 clusters Score -4510472 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4511093.000000 Penalty: 3389.525635
	Iteration 3Q: 3 clusters Score -4511093 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4511820.000000 Penalty: 3389.525635
	Iteration 4F: 3 clusters Score -4511820 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4512846.000000 Penalty: 3389.525635
	Iteration 5F: 3 clusters Score -4512846 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4514263.000000 Penalty: 3389.525635
	Iteration 6F: 3 clusters Score -4514263 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4516056.000000 Penalty: 3389.525635
	Iteration 7F: 3 clusters Score -4516056 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -4517972.500000 Penalty: 3389.525635
	Iteration 8F: 3 clusters Score -4517972 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4519692.500000 Penalty: 3389.525635
	Iteration 9F: 3 clusters Score -4519692 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4520876.000000 Penalty: 3389.525635
	Iteration 10Q: 3 clusters Score -4520876 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4521540.000000 Penalty: 3389.525635
	Iteration 11Q: 3 clusters Score -4521540 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4521850.000000 Penalty: 3389.525635
	Iteration 12Q: 3 clusters Score -4521850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4521973.500000 Penalty: 3389.525635
	Iteration 13Q: 3 clusters Score -4521974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4522045.500000 Penalty: 3389.525635
	Iteration 14Q: 3 clusters Score -4522046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4522075.500000 Penalty: 3389.525635
	Iteration 15Q: 3 clusters Score -4522076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4522089.500000 Penalty: 3389.525635
	Iteration 16Q: 3 clusters Score -4522090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4522097.000000 Penalty: 3389.525635
	Iteration 17Q: 3 clusters Score -4522097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4522111.000000 Penalty: 3389.525635
	Iteration 18Q: 3 clusters Score -4522111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4522122.000000 Penalty: 3389.525635
	Iteration 19Q: 3 clusters Score -4522122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4522118.500000 Penalty: 3389.525635
	Iteration 20F: 3 clusters Score -4522118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4522121.000000 Penalty: 3389.525635
	Iteration 21Q: 3 clusters Score -4522121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4522124.000000 Penalty: 3389.525635
	Iteration 22Q: 3 clusters Score -4522124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4522123.500000 Penalty: 3389.525635
	Iteration 23Q: 3 clusters Score -4522124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4522123.000000 Penalty: 3389.525635
	Iteration 24Q: 3 clusters Score -4522123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4522122.500000 Penalty: 3389.525635
	Iteration 25Q: 3 clusters Score -4522122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4522123.000000 Penalty: 3389.525635
	Iteration 26Q: 3 clusters Score -4522123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4522124.000000 Penalty: 3389.525635
	Iteration 27Q: 3 clusters Score -4522124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4522126.500000 Penalty: 3389.525635
	Iteration 28Q: 3 clusters Score -4522126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4522127.500000 Penalty: 3389.525635
	Iteration 29Q: 3 clusters Score -4522128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4522132.000000 Penalty: 3389.525635
	Iteration 30Q: 3 clusters Score -4522132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4522132.000000 Penalty: 3389.525635
	Iteration 31F: 3 clusters Score -4522132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -1182694.750000 Penalty: 1479.414795
	Iteration 0F: 2 clusters Score -1182695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1176176.750000 Penalty: 2958.829590
	Iteration 0F: 3 clusters Score -1176177 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1178265.375000 Penalty: 2958.829590
	Iteration 1F: 3 clusters Score -1178265 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1178596.625000 Penalty: 2958.829590
	Iteration 2F: 3 clusters Score -1178597 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1178984.125000 Penalty: 2958.829590
	Iteration 3F: 3 clusters Score -1178984 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1179518.375000 Penalty: 2958.829590
	Iteration 4F: 3 clusters Score -1179518 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1180151.625000 Penalty: 2958.829590
	Iteration 5F: 3 clusters Score -1180152 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1180757.500000 Penalty: 2958.829590
	Iteration 6F: 3 clusters Score -1180758 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1181263.750000 Penalty: 2958.829590
	Iteration 7F: 3 clusters Score -1181264 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1181621.375000 Penalty: 2958.829590
	Iteration 8Q: 3 clusters Score -1181621 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1181873.375000 Penalty: 2958.829590
	Iteration 9Q: 3 clusters Score -1181873 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1181958.250000 Penalty: 2958.829590
	Iteration 10Q: 3 clusters Score -1181958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1181988.875000 Penalty: 2958.829590
	Iteration 11Q: 3 clusters Score -1181989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1182003.375000 Penalty: 2958.829590
	Iteration 12Q: 3 clusters Score -1182003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1182005.250000 Penalty: 2958.829590
	Iteration 13Q: 3 clusters Score -1182005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1182015.750000 Penalty: 2958.829590
	Iteration 14Q: 3 clusters Score -1182016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1182024.000000 Penalty: 2958.829590
	Iteration 15Q: 3 clusters Score -1182024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1182029.625000 Penalty: 2958.829590
	Iteration 16Q: 3 clusters Score -1182030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1182031.500000 Penalty: 2958.829590
	Iteration 17Q: 3 clusters Score -1182032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1182031.875000 Penalty: 2958.829590
	Iteration 18Q: 3 clusters Score -1182032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1182034.625000 Penalty: 2958.829590
	Iteration 19Q: 3 clusters Score -1182035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1182032.500000 Penalty: 2958.829590
	Iteration 20F: 3 clusters Score -1182032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1182033.125000 Penalty: 2958.829590
	Iteration 21Q: 3 clusters Score -1182033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1182033.750000 Penalty: 2958.829590
	Iteration 22Q: 3 clusters Score -1182034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1182031.625000 Penalty: 2958.829590
	Iteration 23Q: 3 clusters Score -1182032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1182031.625000 Penalty: 2958.829590
	Iteration 24F: 3 clusters Score -1182032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Entering Unmasked Estep 
Score: -6796779.000000 Penalty: 1760.453979
	Iteration 0F: 2 clusters Score -6796779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6762763.000000 Penalty: 3520.907959
	Iteration 0F: 3 clusters Score -6762763 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -6776348.500000 Penalty: 3520.907959
	Iteration 1F: 3 clusters Score -6776348 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6776766.500000 Penalty: 3520.907959
	Iteration 2Q: 3 clusters Score -6776766 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -6777244.000000 Penalty: 3520.907959
	Iteration 3Q: 3 clusters Score -6777244 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -6777987.500000 Penalty: 3520.907959
	Iteration 4Q: 3 clusters Score -6777988 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -6779240.500000 Penalty: 3520.907959
	Iteration 5F: 3 clusters Score -6779240 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6781099.000000 Penalty: 3520.907959
	Iteration 6F: 3 clusters Score -6781099 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -6783832.500000 Penalty: 3520.907959
	Iteration 7F: 3 clusters Score -6783832 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -6787169.000000 Penalty: 3520.907959
	Iteration 8F: 3 clusters Score -6787169 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6790300.000000 Penalty: 3520.907959
	Iteration 9F: 3 clusters Score -6790300 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6792632.500000 Penalty: 3520.907959
	Iteration 10Q: 3 clusters Score -6792632 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6793892.500000 Penalty: 3520.907959
	Iteration 11Q: 3 clusters Score -6793892 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6794596.000000 Penalty: 3520.907959
	Iteration 12Q: 3 clusters Score -6794596 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6794915.500000 Penalty: 3520.907959
	Iteration 13Q: 3 clusters Score -6794916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6795108.000000 Penalty: 3520.907959
	Iteration 14Q: 3 clusters Score -6795108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6795197.000000 Penalty: 3520.907959
	Iteration 15Q: 3 clusters Score -6795197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6795242.000000 Penalty: 3520.907959
	Iteration 16Q: 3 clusters Score -6795242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6795263.500000 Penalty: 3520.907959
	Iteration 17Q: 3 clusters Score -6795264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6795278.000000 Penalty: 3520.907959
	Iteration 18Q: 3 clusters Score -6795278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6795292.500000 Penalty: 3520.907959
	Iteration 19Q: 3 clusters Score -6795292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6795306.000000 Penalty: 3520.907959
	Iteration 20F: 3 clusters Score -6795306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6795314.500000 Penalty: 3520.907959
	Iteration 21Q: 3 clusters Score -6795314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6795317.000000 Penalty: 3520.907959
	Iteration 22Q: 3 clusters Score -6795317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6795325.000000 Penalty: 3520.907959
	Iteration 23Q: 3 clusters Score -6795325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6795325.000000 Penalty: 3520.907959
	Iteration 24Q: 3 clusters Score -6795325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6795324.000000 Penalty: 3520.907959
	Iteration 25Q: 3 clusters Score -6795324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6795330.500000 Penalty: 3520.907959
	Iteration 26Q: 3 clusters Score -6795330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6795330.000000 Penalty: 3520.907959
	Iteration 27Q: 3 clusters Score -6795330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6795331.000000 Penalty: 3520.907959
	Iteration 28Q: 3 clusters Score -6795331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6795331.000000 Penalty: 3520.907959
	Iteration 29F: 3 clusters Score -6795331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -1192976.500000 Penalty: 1482.635498
	Iteration 0F: 2 clusters Score -1192976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1186430.750000 Penalty: 2965.270996
	Iteration 0F: 3 clusters Score -1186431 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1188574.125000 Penalty: 2965.270996
	Iteration 1F: 3 clusters Score -1188574 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1188870.000000 Penalty: 2965.270996
	Iteration 2F: 3 clusters Score -1188870 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1189170.875000 Penalty: 2965.270996
	Iteration 3F: 3 clusters Score -1189171 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1189484.750000 Penalty: 2965.270996
	Iteration 4F: 3 clusters Score -1189485 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1189806.500000 Penalty: 2965.270996
	Iteration 5F: 3 clusters Score -1189806 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1190176.750000 Penalty: 2965.270996
	Iteration 6Q: 3 clusters Score -1190177 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1190516.875000 Penalty: 2965.270996
	Iteration 7Q: 3 clusters Score -1190517 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1190761.375000 Penalty: 2965.270996
	Iteration 8Q: 3 clusters Score -1190761 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1190924.500000 Penalty: 2965.270996
	Iteration 9Q: 3 clusters Score -1190924 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1191043.500000 Penalty: 2965.270996
	Iteration 10Q: 3 clusters Score -1191044 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1191166.250000 Penalty: 2965.270996
	Iteration 11Q: 3 clusters Score -1191166 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1191293.750000 Penalty: 2965.270996
	Iteration 12Q: 3 clusters Score -1191294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1191389.250000 Penalty: 2965.270996
	Iteration 13Q: 3 clusters Score -1191389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1191460.250000 Penalty: 2965.270996
	Iteration 14Q: 3 clusters Score -1191460 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1191511.500000 Penalty: 2965.270996
	Iteration 15Q: 3 clusters Score -1191512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1191560.625000 Penalty: 2965.270996
	Iteration 16Q: 3 clusters Score -1191561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1191599.875000 Penalty: 2965.270996
	Iteration 17Q: 3 clusters Score -1191600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1191631.750000 Penalty: 2965.270996
	Iteration 18Q: 3 clusters Score -1191632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1191656.750000 Penalty: 2965.270996
	Iteration 19Q: 3 clusters Score -1191657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1191665.125000 Penalty: 2965.270996
	Iteration 20F: 3 clusters Score -1191665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1191683.000000 Penalty: 2965.270996
	Iteration 21Q: 3 clusters Score -1191683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1191693.875000 Penalty: 2965.270996
	Iteration 22Q: 3 clusters Score -1191694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1191705.125000 Penalty: 2965.270996
	Iteration 23Q: 3 clusters Score -1191705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1191711.750000 Penalty: 2965.270996
	Iteration 24Q: 3 clusters Score -1191712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1191719.625000 Penalty: 2965.270996
	Iteration 25Q: 3 clusters Score -1191720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1191728.250000 Penalty: 2965.270996
	Iteration 26Q: 3 clusters Score -1191728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1191734.875000 Penalty: 2965.270996
	Iteration 27Q: 3 clusters Score -1191735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1191739.375000 Penalty: 2965.270996
	Iteration 28Q: 3 clusters Score -1191739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1191744.500000 Penalty: 2965.270996
	Iteration 29Q: 3 clusters Score -1191744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1191746.625000 Penalty: 2965.270996
	Iteration 30Q: 3 clusters Score -1191747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1191747.375000 Penalty: 2965.270996
	Iteration 31Q: 3 clusters Score -1191747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1191752.000000 Penalty: 2965.270996
	Iteration 32Q: 3 clusters Score -1191752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1191752.375000 Penalty: 2965.270996
	Iteration 33Q: 3 clusters Score -1191752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1191757.500000 Penalty: 2965.270996
	Iteration 34Q: 3 clusters Score -1191758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1191764.500000 Penalty: 2965.270996
	Iteration 35Q: 3 clusters Score -1191764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1191772.125000 Penalty: 2965.270996
	Iteration 36Q: 3 clusters Score -1191772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1191776.125000 Penalty: 2965.270996
	Iteration 37Q: 3 clusters Score -1191776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1191779.875000 Penalty: 2965.270996
	Iteration 38Q: 3 clusters Score -1191780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1191780.000000 Penalty: 2965.270996
	Iteration 39Q: 3 clusters Score -1191780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1191783.625000 Penalty: 2965.270996
	Iteration 40F: 3 clusters Score -1191784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1191787.750000 Penalty: 2965.270996
	Iteration 41Q: 3 clusters Score -1191788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1191786.875000 Penalty: 2965.270996
	Iteration 42Q: 3 clusters Score -1191787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1191787.750000 Penalty: 2965.270996
	Iteration 43Q: 3 clusters Score -1191788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1191789.500000 Penalty: 2965.270996
	Iteration 44Q: 3 clusters Score -1191790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1191795.625000 Penalty: 2965.270996
	Iteration 45Q: 3 clusters Score -1191796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1191796.000000 Penalty: 2965.270996
	Iteration 46Q: 3 clusters Score -1191796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1191793.375000 Penalty: 2965.270996
	Iteration 47Q: 3 clusters Score -1191793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1191795.875000 Penalty: 2965.270996
	Iteration 48Q: 3 clusters Score -1191796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1191796.625000 Penalty: 2965.270996
	Iteration 49Q: 3 clusters Score -1191797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1191797.875000 Penalty: 2965.270996
	Iteration 50Q: 3 clusters Score -1191798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1191799.125000 Penalty: 2965.270996
	Iteration 51Q: 3 clusters Score -1191799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1191799.375000 Penalty: 2965.270996
	Iteration 52Q: 3 clusters Score -1191799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1191802.125000 Penalty: 2965.270996
	Iteration 53Q: 3 clusters Score -1191802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1191802.875000 Penalty: 2965.270996
	Iteration 54Q: 3 clusters Score -1191803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1191802.875000 Penalty: 2965.270996
	Iteration 55Q: 3 clusters Score -1191803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1191806.375000 Penalty: 2965.270996
	Iteration 56Q: 3 clusters Score -1191806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1191809.750000 Penalty: 2965.270996
	Iteration 57Q: 3 clusters Score -1191810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1191810.750000 Penalty: 2965.270996
	Iteration 58Q: 3 clusters Score -1191811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1191811.500000 Penalty: 2965.270996
	Iteration 59Q: 3 clusters Score -1191812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1191811.500000 Penalty: 2965.270996
	Iteration 60F: 3 clusters Score -1191812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -22571.164062 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -22571.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21814.417969 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -21814.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21930.277344 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -21930.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21987.111328 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -21987.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22027.392578 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -22027.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22057.083984 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -22057.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22075.056641 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -22075.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22087.623047 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -22087.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22099.011719 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -22099.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22124.416016 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -22124.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22143.720703 Penalty: 1789.232788
	Iteration 9Q: 3 clusters Score -22143.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22150.244141 Penalty: 1789.232788
	Iteration 10Q: 3 clusters Score -22150.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22150.244141 Penalty: 1789.232788
	Iteration 11F: 3 clusters Score -22150.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100303.679688 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100303.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100569.070312 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100569.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100641.007812 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100668.507812 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100668.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100683.789062 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100700.578125 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100700.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100711.078125 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100719.328125 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100719.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100727.609375 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100733.585938 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -100733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100738.734375 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -100738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100742.796875 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -100742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100745.476562 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -100745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100749.625000 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -100749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100756.484375 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -100756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100761.648438 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -100761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100764.625000 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -100764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100766.304688 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -100766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100766.304688 Penalty: 2133.711182
	Iteration 18F: 3 clusters Score -100766.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -305688.750000 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -305688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303335.125000 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -303335.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -303932.093750 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -303932.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304091.843750 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -304091.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -304240.093750 Penalty: 2533.317627
	Iteration 3F: 3 clusters Score -304240.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -304393.718750 Penalty: 2533.317627
	Iteration 4F: 3 clusters Score -304393.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -304575.125000 Penalty: 2533.317627
	Iteration 5F: 3 clusters Score -304575.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -304739.062500 Penalty: 2533.317627
	Iteration 6F: 3 clusters Score -304739.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -304886.687500 Penalty: 2533.317627
	Iteration 7F: 3 clusters Score -304886.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -305009.250000 Penalty: 2533.317627
	Iteration 8Q: 3 clusters Score -305009.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -305079.343750 Penalty: 2533.317627
	Iteration 9Q: 3 clusters Score -305079.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -305120.687500 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -305120.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -305138.593750 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -305138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -305150.593750 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -305150.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -305163.093750 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -305163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -305169.125000 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -305169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -305172.187500 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -305172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -305173.781250 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -305173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -305175.687500 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -305175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -305176.718750 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -305176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305177.375000 Penalty: 2533.317627
	Iteration 19Q: 3 clusters Score -305177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305177.375000 Penalty: 2533.317627
	Iteration 20F: 3 clusters Score -305177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141150.812500 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141150.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141356.125000 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141356.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141409.953125 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141438.906250 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141438.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141462.140625 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141462.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141485.062500 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141485.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141517.703125 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141517.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141541.359375 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141558.859375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141570.890625 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141578.812500 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141583.140625 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141584.828125 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141587.046875 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141587.046875 Penalty: 2215.439209
	Iteration 14F: 3 clusters Score -141587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Entering Unmasked Estep 
Score: -3811755.000000 Penalty: 1670.210449
	Iteration 0F: 2 clusters Score -3811755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3792272.250000 Penalty: 3340.420898
	Iteration 0F: 3 clusters Score -3792272 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3799874.000000 Penalty: 3340.420898
	Iteration 1F: 3 clusters Score -3799874 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3800501.000000 Penalty: 3340.420898
	Iteration 2F: 3 clusters Score -3800501 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3801253.000000 Penalty: 3340.420898
	Iteration 3F: 3 clusters Score -3801253 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3802144.250000 Penalty: 3340.420898
	Iteration 4F: 3 clusters Score -3802144 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3803190.500000 Penalty: 3340.420898
	Iteration 5F: 3 clusters Score -3803190 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3804291.750000 Penalty: 3340.420898
	Iteration 6F: 3 clusters Score -3804292 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3805422.500000 Penalty: 3340.420898
	Iteration 7F: 3 clusters Score -3805422 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3806470.750000 Penalty: 3340.420898
	Iteration 8F: 3 clusters Score -3806471 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3807367.500000 Penalty: 3340.420898
	Iteration 9Q: 3 clusters Score -3807368 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3808007.000000 Penalty: 3340.420898
	Iteration 10Q: 3 clusters Score -3808007 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3808412.750000 Penalty: 3340.420898
	Iteration 11Q: 3 clusters Score -3808413 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3808671.750000 Penalty: 3340.420898
	Iteration 12Q: 3 clusters Score -3808672 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3808853.500000 Penalty: 3340.420898
	Iteration 13Q: 3 clusters Score -3808854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3808968.000000 Penalty: 3340.420898
	Iteration 14Q: 3 clusters Score -3808968 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3809087.250000 Penalty: 3340.420898
	Iteration 15Q: 3 clusters Score -3809087 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3809192.750000 Penalty: 3340.420898
	Iteration 16Q: 3 clusters Score -3809193 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3809305.000000 Penalty: 3340.420898
	Iteration 17Q: 3 clusters Score -3809305 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3809433.000000 Penalty: 3340.420898
	Iteration 18Q: 3 clusters Score -3809433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3809560.500000 Penalty: 3340.420898
	Iteration 19Q: 3 clusters Score -3809560 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3809688.750000 Penalty: 3340.420898
	Iteration 20F: 3 clusters Score -3809689 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3809803.500000 Penalty: 3340.420898
	Iteration 21Q: 3 clusters Score -3809804 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3809927.250000 Penalty: 3340.420898
	Iteration 22Q: 3 clusters Score -3809927 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3810005.000000 Penalty: 3340.420898
	Iteration 23Q: 3 clusters Score -3810005 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3810068.750000 Penalty: 3340.420898
	Iteration 24Q: 3 clusters Score -3810069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3810134.750000 Penalty: 3340.420898
	Iteration 25Q: 3 clusters Score -3810135 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3810190.250000 Penalty: 3340.420898
	Iteration 26Q: 3 clusters Score -3810190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3810245.750000 Penalty: 3340.420898
	Iteration 27Q: 3 clusters Score -3810246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3810293.750000 Penalty: 3340.420898
	Iteration 28Q: 3 clusters Score -3810294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3810326.000000 Penalty: 3340.420898
	Iteration 29Q: 3 clusters Score -3810326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3810348.500000 Penalty: 3340.420898
	Iteration 30Q: 3 clusters Score -3810348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3810359.000000 Penalty: 3340.420898
	Iteration 31Q: 3 clusters Score -3810359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3810373.750000 Penalty: 3340.420898
	Iteration 32Q: 3 clusters Score -3810374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3810384.250000 Penalty: 3340.420898
	Iteration 33Q: 3 clusters Score -3810384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3810395.500000 Penalty: 3340.420898
	Iteration 34Q: 3 clusters Score -3810396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3810406.250000 Penalty: 3340.420898
	Iteration 35Q: 3 clusters Score -3810406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3810407.750000 Penalty: 3340.420898
	Iteration 36Q: 3 clusters Score -3810408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3810405.000000 Penalty: 3340.420898
	Iteration 37Q: 3 clusters Score -3810405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3810413.000000 Penalty: 3340.420898
	Iteration 38Q: 3 clusters Score -3810413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3810417.500000 Penalty: 3340.420898
	Iteration 39Q: 3 clusters Score -3810418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3810414.750000 Penalty: 3340.420898
	Iteration 40F: 3 clusters Score -3810415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3810416.500000 Penalty: 3340.420898
	Iteration 41Q: 3 clusters Score -3810416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3810420.250000 Penalty: 3340.420898
	Iteration 42Q: 3 clusters Score -3810420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3810419.500000 Penalty: 3340.420898
	Iteration 43Q: 3 clusters Score -3810420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3810423.750000 Penalty: 3340.420898
	Iteration 44Q: 3 clusters Score -3810424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3810421.000000 Penalty: 3340.420898
	Iteration 45Q: 3 clusters Score -3810421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3810420.000000 Penalty: 3340.420898
	Iteration 46Q: 3 clusters Score -3810420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3810421.500000 Penalty: 3340.420898
	Iteration 47Q: 3 clusters Score -3810422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3810430.750000 Penalty: 3340.420898
	Iteration 48Q: 3 clusters Score -3810431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3810431.250000 Penalty: 3340.420898
	Iteration 49Q: 3 clusters Score -3810431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3810434.000000 Penalty: 3340.420898
	Iteration 50Q: 3 clusters Score -3810434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3810428.750000 Penalty: 3340.420898
	Iteration 51Q: 3 clusters Score -3810429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3810437.750000 Penalty: 3340.420898
	Iteration 52Q: 3 clusters Score -3810438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3810438.000000 Penalty: 3340.420898
	Iteration 53Q: 3 clusters Score -3810438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3810441.500000 Penalty: 3340.420898
	Iteration 54Q: 3 clusters Score -3810442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3810446.500000 Penalty: 3340.420898
	Iteration 55Q: 3 clusters Score -3810446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3810449.250000 Penalty: 3340.420898
	Iteration 56Q: 3 clusters Score -3810449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3810447.000000 Penalty: 3340.420898
	Iteration 57Q: 3 clusters Score -3810447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3810445.750000 Penalty: 3340.420898
	Iteration 58Q: 3 clusters Score -3810446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3810447.750000 Penalty: 3340.420898
	Iteration 59Q: 3 clusters Score -3810448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3810454.750000 Penalty: 3340.420898
	Iteration 60F: 3 clusters Score -3810455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3810452.750000 Penalty: 3340.420898
	Iteration 61Q: 3 clusters Score -3810453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3810452.250000 Penalty: 3340.420898
	Iteration 62Q: 3 clusters Score -3810452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3810451.250000 Penalty: 3340.420898
	Iteration 63Q: 3 clusters Score -3810451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3810451.250000 Penalty: 3340.420898
	Iteration 64F: 3 clusters Score -3810451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -39747.687500 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -39747.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38843.304688 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -38843.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38950.996094 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -38951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38979.914062 Penalty: 1872.666748
	Iteration 2Q: 3 clusters Score -38979.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38990.929688 Penalty: 1872.666748
	Iteration 3Q: 3 clusters Score -38990.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39001.589844 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -39001.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39004.281250 Penalty: 1872.666748
	Iteration 5Q: 3 clusters Score -39004.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39004.281250 Penalty: 1872.666748
	Iteration 6F: 3 clusters Score -39004.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -40662.875000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -40662.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39701.390625 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -39701.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40020.378906 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -40020.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40252.781250 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -40252.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40384.269531 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -40384.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40464.312500 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -40464.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40534.941406 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -40534.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40576.050781 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -40576.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40581.089844 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -40581.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40584.179688 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -40584.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40584.179688 Penalty: 1973.739502
	Iteration 9F: 3 clusters Score -40584.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (62095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Entering Unmasked Estep 
Score: -8219114.500000 Penalty: 1793.418335
	Iteration 0F: 2 clusters Score -8219114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -8179220.000000 Penalty: 3586.836670
	Iteration 0F: 3 clusters Score -8179220 nChanged 29237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -8195750.000000 Penalty: 3586.836670
	Iteration 1F: 3 clusters Score -8195750 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8196145.500000 Penalty: 3586.836670
	Iteration 2Q: 3 clusters Score -8196146 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8196504.000000 Penalty: 3586.836670
	Iteration 3Q: 3 clusters Score -8196504 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -8196996.500000 Penalty: 3586.836670
	Iteration 4Q: 3 clusters Score -8196996 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8197586.500000 Penalty: 3586.836670
	Iteration 5Q: 3 clusters Score -8197586 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8198318.000000 Penalty: 3586.836670
	Iteration 6Q: 3 clusters Score -8198318 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8199426.500000 Penalty: 3586.836670
	Iteration 7Q: 3 clusters Score -8199426 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -8200899.500000 Penalty: 3586.836670
	Iteration 8Q: 3 clusters Score -8200900 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -8203006.000000 Penalty: 3586.836670
	Iteration 9F: 3 clusters Score -8203006 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8205574.500000 Penalty: 3586.836670
	Iteration 10F: 3 clusters Score -8205574 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -8207951.000000 Penalty: 3586.836670
	Iteration 11F: 3 clusters Score -8207951 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -8209469.000000 Penalty: 3586.836670
	Iteration 12Q: 3 clusters Score -8209469 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -8210218.000000 Penalty: 3586.836670
	Iteration 13Q: 3 clusters Score -8210218 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8210699.500000 Penalty: 3586.836670
	Iteration 14Q: 3 clusters Score -8210700 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -8211214.000000 Penalty: 3586.836670
	Iteration 15Q: 3 clusters Score -8211214 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -8211658.500000 Penalty: 3586.836670
	Iteration 16Q: 3 clusters Score -8211658 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -8212262.500000 Penalty: 3586.836670
	Iteration 17Q: 3 clusters Score -8212262 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8212913.000000 Penalty: 3586.836670
	Iteration 18Q: 3 clusters Score -8212913 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -8213618.500000 Penalty: 3586.836670
	Iteration 19Q: 3 clusters Score -8213618 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -8214367.000000 Penalty: 3586.836670
	Iteration 20F: 3 clusters Score -8214367 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -8215076.000000 Penalty: 3586.836670
	Iteration 21Q: 3 clusters Score -8215076 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8215848.500000 Penalty: 3586.836670
	Iteration 22Q: 3 clusters Score -8215848 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8216562.500000 Penalty: 3586.836670
	Iteration 23Q: 3 clusters Score -8216562 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8217034.500000 Penalty: 3586.836670
	Iteration 24Q: 3 clusters Score -8217034 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8217370.000000 Penalty: 3586.836670
	Iteration 25Q: 3 clusters Score -8217370 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8217628.000000 Penalty: 3586.836670
	Iteration 26Q: 3 clusters Score -8217628 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8217809.500000 Penalty: 3586.836670
	Iteration 27Q: 3 clusters Score -8217810 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8217958.500000 Penalty: 3586.836670
	Iteration 28Q: 3 clusters Score -8217958 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8218066.000000 Penalty: 3586.836670
	Iteration 29Q: 3 clusters Score -8218066 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8218137.500000 Penalty: 3586.836670
	Iteration 30Q: 3 clusters Score -8218138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8218186.500000 Penalty: 3586.836670
	Iteration 31Q: 3 clusters Score -8218186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8218222.000000 Penalty: 3586.836670
	Iteration 32Q: 3 clusters Score -8218222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8218244.000000 Penalty: 3586.836670
	Iteration 33Q: 3 clusters Score -8218244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8218244.500000 Penalty: 3586.836670
	Iteration 34Q: 3 clusters Score -8218244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8218258.500000 Penalty: 3586.836670
	Iteration 35Q: 3 clusters Score -8218258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8218253.000000 Penalty: 3586.836670
	Iteration 36Q: 3 clusters Score -8218253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8218239.000000 Penalty: 3586.836670
	Iteration 37Q: 3 clusters Score -8218239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8218254.500000 Penalty: 3586.836670
	Iteration 38Q: 3 clusters Score -8218254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8218239.500000 Penalty: 3586.836670
	Iteration 39Q: 3 clusters Score -8218240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8218240.000000 Penalty: 3586.836670
	Iteration 40F: 3 clusters Score -8218240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8218239.500000 Penalty: 3586.836670
	Iteration 41Q: 3 clusters Score -8218240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8218233.500000 Penalty: 3586.836670
	Iteration 42Q: 3 clusters Score -8218234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8218250.000000 Penalty: 3586.836670
	Iteration 43Q: 3 clusters Score -8218250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8218247.000000 Penalty: 3586.836670
	Iteration 44Q: 3 clusters Score -8218247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8218235.000000 Penalty: 3586.836670
	Iteration 45Q: 3 clusters Score -8218235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8218241.000000 Penalty: 3586.836670
	Iteration 46Q: 3 clusters Score -8218241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8218247.000000 Penalty: 3586.836670
	Iteration 47Q: 3 clusters Score -8218247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8218250.500000 Penalty: 3586.836670
	Iteration 48Q: 3 clusters Score -8218250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8218249.000000 Penalty: 3586.836670
	Iteration 49Q: 3 clusters Score -8218249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8218259.500000 Penalty: 3586.836670
	Iteration 50Q: 3 clusters Score -8218260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8218251.000000 Penalty: 3586.836670
	Iteration 51Q: 3 clusters Score -8218251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8218247.500000 Penalty: 3586.836670
	Iteration 52Q: 3 clusters Score -8218248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8218244.000000 Penalty: 3586.836670
	Iteration 53Q: 3 clusters Score -8218244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8218237.500000 Penalty: 3586.836670
	Iteration 54Q: 3 clusters Score -8218238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8218235.000000 Penalty: 3586.836670
	Iteration 55Q: 3 clusters Score -8218235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8218235.000000 Penalty: 3586.836670
	Iteration 56F: 3 clusters Score -8218235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (71085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Entering Unmasked Estep 
Score: -9482454.000000 Penalty: 1815.390137
	Iteration 0F: 2 clusters Score -9482454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9436354.000000 Penalty: 3630.780273
	Iteration 0F: 3 clusters Score -9436354 nChanged 33690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9455743.000000 Penalty: 3630.780273
	Iteration 1F: 3 clusters Score -9455743 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9456406.000000 Penalty: 3630.780273
	Iteration 2Q: 3 clusters Score -9456406 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9457196.000000 Penalty: 3630.780273
	Iteration 3Q: 3 clusters Score -9457196 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -9458093.000000 Penalty: 3630.780273
	Iteration 4Q: 3 clusters Score -9458093 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9459512.000000 Penalty: 3630.780273
	Iteration 5Q: 3 clusters Score -9459512 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -9461563.000000 Penalty: 3630.780273
	Iteration 6F: 3 clusters Score -9461563 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9464555.000000 Penalty: 3630.780273
	Iteration 7F: 3 clusters Score -9464555 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -9468194.000000 Penalty: 3630.780273
	Iteration 8F: 3 clusters Score -9468194 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -9471380.000000 Penalty: 3630.780273
	Iteration 9F: 3 clusters Score -9471380 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -9473526.000000 Penalty: 3630.780273
	Iteration 10Q: 3 clusters Score -9473526 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -9474989.000000 Penalty: 3630.780273
	Iteration 11Q: 3 clusters Score -9474989 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -9475891.000000 Penalty: 3630.780273
	Iteration 12Q: 3 clusters Score -9475891 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -9476636.000000 Penalty: 3630.780273
	Iteration 13Q: 3 clusters Score -9476636 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -9477339.000000 Penalty: 3630.780273
	Iteration 14Q: 3 clusters Score -9477339 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9477988.000000 Penalty: 3630.780273
	Iteration 15Q: 3 clusters Score -9477988 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -9478588.000000 Penalty: 3630.780273
	Iteration 16Q: 3 clusters Score -9478588 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -9479131.000000 Penalty: 3630.780273
	Iteration 17Q: 3 clusters Score -9479131 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -9479550.000000 Penalty: 3630.780273
	Iteration 18Q: 3 clusters Score -9479550 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -9479937.000000 Penalty: 3630.780273
	Iteration 19Q: 3 clusters Score -9479937 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9480274.000000 Penalty: 3630.780273
	Iteration 20F: 3 clusters Score -9480274 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -9480481.000000 Penalty: 3630.780273
	Iteration 21Q: 3 clusters Score -9480481 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -9480613.000000 Penalty: 3630.780273
	Iteration 22Q: 3 clusters Score -9480613 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -9480684.000000 Penalty: 3630.780273
	Iteration 23Q: 3 clusters Score -9480684 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -9480761.000000 Penalty: 3630.780273
	Iteration 24Q: 3 clusters Score -9480761 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -9480800.000000 Penalty: 3630.780273
	Iteration 25Q: 3 clusters Score -9480800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -9480836.000000 Penalty: 3630.780273
	Iteration 26Q: 3 clusters Score -9480836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -9480860.000000 Penalty: 3630.780273
	Iteration 27Q: 3 clusters Score -9480860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -9480876.000000 Penalty: 3630.780273
	Iteration 28Q: 3 clusters Score -9480876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -9480894.000000 Penalty: 3630.780273
	Iteration 29Q: 3 clusters Score -9480894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -9480899.000000 Penalty: 3630.780273
	Iteration 30Q: 3 clusters Score -9480899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -9480900.000000 Penalty: 3630.780273
	Iteration 31Q: 3 clusters Score -9480900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -9480903.000000 Penalty: 3630.780273
	Iteration 32Q: 3 clusters Score -9480903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -9480903.000000 Penalty: 3630.780273
	Iteration 33Q: 3 clusters Score -9480903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -9480908.000000 Penalty: 3630.780273
	Iteration 34Q: 3 clusters Score -9480908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -9480911.000000 Penalty: 3630.780273
	Iteration 35Q: 3 clusters Score -9480911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -9480915.000000 Penalty: 3630.780273
	Iteration 36Q: 3 clusters Score -9480915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -9480916.000000 Penalty: 3630.780273
	Iteration 37Q: 3 clusters Score -9480916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -9480918.000000 Penalty: 3630.780273
	Iteration 38Q: 3 clusters Score -9480918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -9480920.000000 Penalty: 3630.780273
	Iteration 39Q: 3 clusters Score -9480920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -9480928.000000 Penalty: 3630.780273
	Iteration 40F: 3 clusters Score -9480928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -9480934.000000 Penalty: 3630.780273
	Iteration 41Q: 3 clusters Score -9480934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -9480928.000000 Penalty: 3630.780273
	Iteration 42Q: 3 clusters Score -9480928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -9480926.000000 Penalty: 3630.780273
	Iteration 43Q: 3 clusters Score -9480926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -9480936.000000 Penalty: 3630.780273
	Iteration 44Q: 3 clusters Score -9480936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -9480940.000000 Penalty: 3630.780273
	Iteration 45Q: 3 clusters Score -9480940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -9480939.000000 Penalty: 3630.780273
	Iteration 46Q: 3 clusters Score -9480939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -9480940.000000 Penalty: 3630.780273
	Iteration 47Q: 3 clusters Score -9480940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -9480939.000000 Penalty: 3630.780273
	Iteration 48Q: 3 clusters Score -9480939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -9480939.000000 Penalty: 3630.780273
	Iteration 49F: 3 clusters Score -9480939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Entering Unmasked Estep 
Score: -2900605.500000 Penalty: 1621.091431
	Iteration 0F: 2 clusters Score -2900606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2885959.750000 Penalty: 3242.182861
	Iteration 0F: 3 clusters Score -2885960 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2891206.500000 Penalty: 3242.182861
	Iteration 1F: 3 clusters Score -2891206 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2891513.750000 Penalty: 3242.182861
	Iteration 2Q: 3 clusters Score -2891514 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2891822.750000 Penalty: 3242.182861
	Iteration 3Q: 3 clusters Score -2891823 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2892194.500000 Penalty: 3242.182861
	Iteration 4Q: 3 clusters Score -2892194 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2892750.250000 Penalty: 3242.182861
	Iteration 5F: 3 clusters Score -2892750 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2893545.500000 Penalty: 3242.182861
	Iteration 6F: 3 clusters Score -2893546 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2894679.000000 Penalty: 3242.182861
	Iteration 7F: 3 clusters Score -2894679 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2895995.750000 Penalty: 3242.182861
	Iteration 8F: 3 clusters Score -2895996 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2897241.500000 Penalty: 3242.182861
	Iteration 9F: 3 clusters Score -2897242 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2898165.750000 Penalty: 3242.182861
	Iteration 10Q: 3 clusters Score -2898166 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2898693.250000 Penalty: 3242.182861
	Iteration 11Q: 3 clusters Score -2898693 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2898943.000000 Penalty: 3242.182861
	Iteration 12Q: 3 clusters Score -2898943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2899034.250000 Penalty: 3242.182861
	Iteration 13Q: 3 clusters Score -2899034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2899082.500000 Penalty: 3242.182861
	Iteration 14Q: 3 clusters Score -2899082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2899111.250000 Penalty: 3242.182861
	Iteration 15Q: 3 clusters Score -2899111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2899126.250000 Penalty: 3242.182861
	Iteration 16Q: 3 clusters Score -2899126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2899132.500000 Penalty: 3242.182861
	Iteration 17Q: 3 clusters Score -2899132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2899141.000000 Penalty: 3242.182861
	Iteration 18Q: 3 clusters Score -2899141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2899149.500000 Penalty: 3242.182861
	Iteration 19Q: 3 clusters Score -2899150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2899153.500000 Penalty: 3242.182861
	Iteration 20F: 3 clusters Score -2899154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2899158.250000 Penalty: 3242.182861
	Iteration 21Q: 3 clusters Score -2899158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2899161.000000 Penalty: 3242.182861
	Iteration 22Q: 3 clusters Score -2899161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2899159.500000 Penalty: 3242.182861
	Iteration 23Q: 3 clusters Score -2899160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2899160.000000 Penalty: 3242.182861
	Iteration 24Q: 3 clusters Score -2899160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2899159.500000 Penalty: 3242.182861
	Iteration 25Q: 3 clusters Score -2899160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2899159.500000 Penalty: 3242.182861
	Iteration 26F: 3 clusters Score -2899160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13983.641602 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13983.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14129.023438 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14129.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14140.247070 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -14140.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14150.125000 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14150.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14158.651367 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14158.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14162.106445 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -14162.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14183.218750 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -14183.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14199.486328 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -14199.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14200.857422 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -14200.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14200.857422 Penalty: 1754.402954
	Iteration 9F: 3 clusters Score -14200.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48899.250000 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48899.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49047.039062 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49047.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49108.675781 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49108.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -49144.089844 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49144.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49159.933594 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49159.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49171.125000 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49171.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49180.566406 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49180.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49180.566406 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -49180.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68975.062500 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -68975.06 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69106.593750 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69106.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69139.875000 Penalty: 1933.958862
	Iteration 2Q: 3 clusters Score -69139.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69177.617188 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -69177.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69190.632812 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69190.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -69200.992188 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69200.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -69207.015625 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69207.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69210.125000 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69210.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69211.500000 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69216.593750 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69216.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69219.171875 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69219.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69223.156250 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -69223.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69230.242188 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -69230.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69246.203125 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -69246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69255.726562 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -69255.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69262.281250 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -69262.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69265.187500 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -69265.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69266.835938 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -69266.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -69277.789062 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -69277.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -69288.984375 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -69288.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69303.835938 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -69303.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -69305.960938 Penalty: 1933.958862
	Iteration 21Q: 3 clusters Score -69305.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -69305.960938 Penalty: 1933.958862
	Iteration 22F: 3 clusters Score -69305.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -47985.589844 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -47985.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46960.878906 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -46960.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47098.250000 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -47098.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47160.378906 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -47160.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47198.882812 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -47198.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47215.441406 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -47215.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47227.042969 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -47227.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47257.554688 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -47257.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47305.695312 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -47305.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47328.867188 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -47328.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47358.824219 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -47358.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47383.113281 Penalty: 1963.855713
	Iteration 10Q: 3 clusters Score -47383.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47400.484375 Penalty: 1963.855713
	Iteration 11Q: 3 clusters Score -47400.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47420.261719 Penalty: 1963.855713
	Iteration 12Q: 3 clusters Score -47420.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47474.218750 Penalty: 1963.855713
	Iteration 13Q: 3 clusters Score -47474.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47548.558594 Penalty: 1963.855713
	Iteration 14Q: 3 clusters Score -47548.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47605.761719 Penalty: 1963.855713
	Iteration 15Q: 3 clusters Score -47605.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47645.570312 Penalty: 1963.855713
	Iteration 16Q: 3 clusters Score -47645.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47701.640625 Penalty: 1963.855713
	Iteration 17Q: 3 clusters Score -47701.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47758.917969 Penalty: 1963.855713
	Iteration 18Q: 3 clusters Score -47758.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47784.417969 Penalty: 1963.855713
	Iteration 19Q: 3 clusters Score -47784.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47807.214844 Penalty: 1963.855713
	Iteration 20F: 3 clusters Score -47807.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47813.210938 Penalty: 1963.855713
	Iteration 21Q: 3 clusters Score -47813.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47813.210938 Penalty: 1963.855713
	Iteration 22F: 3 clusters Score -47813.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (25055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Entering Unmasked Estep 
Score: -3344442.500000 Penalty: 1645.934692
	Iteration 0F: 2 clusters Score -3344442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3327573.250000 Penalty: 3291.869385
	Iteration 0F: 3 clusters Score -3327573 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3334071.000000 Penalty: 3291.869385
	Iteration 1F: 3 clusters Score -3334071 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3334423.750000 Penalty: 3291.869385
	Iteration 2Q: 3 clusters Score -3334424 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3334774.250000 Penalty: 3291.869385
	Iteration 3Q: 3 clusters Score -3334774 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3335183.250000 Penalty: 3291.869385
	Iteration 4Q: 3 clusters Score -3335183 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3335675.500000 Penalty: 3291.869385
	Iteration 5Q: 3 clusters Score -3335676 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3336317.500000 Penalty: 3291.869385
	Iteration 6Q: 3 clusters Score -3336318 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3337216.750000 Penalty: 3291.869385
	Iteration 7F: 3 clusters Score -3337217 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3338286.500000 Penalty: 3291.869385
	Iteration 8F: 3 clusters Score -3338286 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3339493.250000 Penalty: 3291.869385
	Iteration 9F: 3 clusters Score -3339493 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3340514.500000 Penalty: 3291.869385
	Iteration 10Q: 3 clusters Score -3340514 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3341101.750000 Penalty: 3291.869385
	Iteration 11Q: 3 clusters Score -3341102 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3341416.250000 Penalty: 3291.869385
	Iteration 12Q: 3 clusters Score -3341416 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3341620.000000 Penalty: 3291.869385
	Iteration 13Q: 3 clusters Score -3341620 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3341765.000000 Penalty: 3291.869385
	Iteration 14Q: 3 clusters Score -3341765 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3341871.500000 Penalty: 3291.869385
	Iteration 15Q: 3 clusters Score -3341872 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3341948.250000 Penalty: 3291.869385
	Iteration 16Q: 3 clusters Score -3341948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3342014.750000 Penalty: 3291.869385
	Iteration 17Q: 3 clusters Score -3342015 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3342059.500000 Penalty: 3291.869385
	Iteration 18Q: 3 clusters Score -3342060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3342098.250000 Penalty: 3291.869385
	Iteration 19Q: 3 clusters Score -3342098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3342106.000000 Penalty: 3291.869385
	Iteration 20F: 3 clusters Score -3342106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3342119.750000 Penalty: 3291.869385
	Iteration 21Q: 3 clusters Score -3342120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3342135.000000 Penalty: 3291.869385
	Iteration 22Q: 3 clusters Score -3342135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3342146.750000 Penalty: 3291.869385
	Iteration 23Q: 3 clusters Score -3342147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3342156.500000 Penalty: 3291.869385
	Iteration 24Q: 3 clusters Score -3342156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3342162.000000 Penalty: 3291.869385
	Iteration 25Q: 3 clusters Score -3342162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3342166.250000 Penalty: 3291.869385
	Iteration 26Q: 3 clusters Score -3342166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3342172.500000 Penalty: 3291.869385
	Iteration 27Q: 3 clusters Score -3342172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3342177.250000 Penalty: 3291.869385
	Iteration 28Q: 3 clusters Score -3342177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3342176.250000 Penalty: 3291.869385
	Iteration 29Q: 3 clusters Score -3342176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3342187.750000 Penalty: 3291.869385
	Iteration 30Q: 3 clusters Score -3342188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3342192.250000 Penalty: 3291.869385
	Iteration 31Q: 3 clusters Score -3342192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3342200.250000 Penalty: 3291.869385
	Iteration 32Q: 3 clusters Score -3342200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3342200.000000 Penalty: 3291.869385
	Iteration 33Q: 3 clusters Score -3342200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3342204.250000 Penalty: 3291.869385
	Iteration 34Q: 3 clusters Score -3342204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3342203.250000 Penalty: 3291.869385
	Iteration 35Q: 3 clusters Score -3342203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3342207.000000 Penalty: 3291.869385
	Iteration 36Q: 3 clusters Score -3342207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3342205.250000 Penalty: 3291.869385
	Iteration 37Q: 3 clusters Score -3342205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3342208.500000 Penalty: 3291.869385
	Iteration 38Q: 3 clusters Score -3342208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3342208.750000 Penalty: 3291.869385
	Iteration 39Q: 3 clusters Score -3342209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3342211.000000 Penalty: 3291.869385
	Iteration 40F: 3 clusters Score -3342211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3342203.500000 Penalty: 3291.869385
	Iteration 41Q: 3 clusters Score -3342204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3342198.750000 Penalty: 3291.869385
	Iteration 42Q: 3 clusters Score -3342199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3342196.750000 Penalty: 3291.869385
	Iteration 43Q: 3 clusters Score -3342197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3342200.250000 Penalty: 3291.869385
	Iteration 44Q: 3 clusters Score -3342200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3342200.250000 Penalty: 3291.869385
	Iteration 45Q: 3 clusters Score -3342200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3342195.500000 Penalty: 3291.869385
	Iteration 46Q: 3 clusters Score -3342196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3342201.000000 Penalty: 3291.869385
	Iteration 47Q: 3 clusters Score -3342201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3342205.500000 Penalty: 3291.869385
	Iteration 48Q: 3 clusters Score -3342206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3342203.250000 Penalty: 3291.869385
	Iteration 49Q: 3 clusters Score -3342203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3342202.000000 Penalty: 3291.869385
	Iteration 50Q: 3 clusters Score -3342202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3342204.750000 Penalty: 3291.869385
	Iteration 51Q: 3 clusters Score -3342205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3342203.000000 Penalty: 3291.869385
	Iteration 52Q: 3 clusters Score -3342203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3342200.500000 Penalty: 3291.869385
	Iteration 53Q: 3 clusters Score -3342200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3342202.250000 Penalty: 3291.869385
	Iteration 54Q: 3 clusters Score -3342202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3342202.250000 Penalty: 3291.869385
	Iteration 55F: 3 clusters Score -3342202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -51460.695312 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -51460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50537.882812 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -50537.88 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50886.683594 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -50886.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51058.000000 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -51058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51097.671875 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -51097.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51109.328125 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -51109.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51114.191406 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -51114.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51118.355469 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -51118.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51118.355469 Penalty: 1995.462402
	Iteration 7F: 3 clusters Score -51118.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19159.003906 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19322.658203 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19322.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19355.246094 Penalty: 1800.910645
	Iteration 2Q: 3 clusters Score -19355.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19384.583984 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19384.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19411.636719 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19411.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19426.197266 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19432.716797 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -19432.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19452.164062 Penalty: 1800.910645
	Iteration 7Q: 3 clusters Score -19452.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19471.367188 Penalty: 1800.910645
	Iteration 8Q: 3 clusters Score -19471.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19473.667969 Penalty: 1800.910645
	Iteration 9Q: 3 clusters Score -19473.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19473.667969 Penalty: 1800.910645
	Iteration 10F: 3 clusters Score -19473.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -161179.890625 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -161179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -159700.718750 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -159700.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160056.437500 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -160056.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160202.312500 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -160202.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160320.718750 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -160320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160412.031250 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -160412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160486.343750 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -160486.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160549.203125 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -160549.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160588.375000 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -160588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160616.875000 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -160616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160648.718750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -160648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160666.765625 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -160666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160678.187500 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -160678.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160692.453125 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -160692.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160703.671875 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -160703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160710.359375 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -160710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160715.343750 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -160715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160719.546875 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -160719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160722.187500 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -160722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160725.390625 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -160725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160734.578125 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -160734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160741.250000 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -160741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160743.484375 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -160743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160749.406250 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -160749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160758.859375 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -160758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160762.062500 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -160762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160766.656250 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -160766.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160770.859375 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -160770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160773.125000 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -160773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160775.093750 Penalty: 2268.826904
	Iteration 28Q: 3 clusters Score -160775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160777.390625 Penalty: 2268.826904
	Iteration 29Q: 3 clusters Score -160777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160778.953125 Penalty: 2268.826904
	Iteration 30Q: 3 clusters Score -160779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160782.281250 Penalty: 2268.826904
	Iteration 31Q: 3 clusters Score -160782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160783.125000 Penalty: 2268.826904
	Iteration 32Q: 3 clusters Score -160783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160783.125000 Penalty: 2268.826904
	Iteration 33F: 3 clusters Score -160783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209551.218750 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209551.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -209848.234375 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209848.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -209931.437500 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -209931.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209972.703125 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -209972.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -209995.187500 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -209995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210012.968750 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210024.156250 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210028.609375 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -210032.078125 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210032.968750 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210035.546875 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210037.515625 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210040.859375 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210041.203125 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210041.203125 Penalty: 2333.275146
	Iteration 14F: 3 clusters Score -210041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (54741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Entering Unmasked Estep 
Score: -7340555.500000 Penalty: 1772.934814
	Iteration 0F: 2 clusters Score -7340556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7303943.500000 Penalty: 3545.869629
	Iteration 0F: 3 clusters Score -7303944 nChanged 25810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7318647.500000 Penalty: 3545.869629
	Iteration 1F: 3 clusters Score -7318648 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -7319259.500000 Penalty: 3545.869629
	Iteration 2Q: 3 clusters Score -7319260 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -7319886.500000 Penalty: 3545.869629
	Iteration 3Q: 3 clusters Score -7319886 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -7320631.500000 Penalty: 3545.869629
	Iteration 4Q: 3 clusters Score -7320632 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7321755.000000 Penalty: 3545.869629
	Iteration 5Q: 3 clusters Score -7321755 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7323290.000000 Penalty: 3545.869629
	Iteration 6F: 3 clusters Score -7323290 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7325188.000000 Penalty: 3545.869629
	Iteration 7F: 3 clusters Score -7325188 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -7327611.000000 Penalty: 3545.869629
	Iteration 8F: 3 clusters Score -7327611 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -7330204.500000 Penalty: 3545.869629
	Iteration 9F: 3 clusters Score -7330204 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -7332743.500000 Penalty: 3545.869629
	Iteration 10F: 3 clusters Score -7332744 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -7335084.000000 Penalty: 3545.869629
	Iteration 11F: 3 clusters Score -7335084 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -7336904.500000 Penalty: 3545.869629
	Iteration 12Q: 3 clusters Score -7336904 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -7337926.000000 Penalty: 3545.869629
	Iteration 13Q: 3 clusters Score -7337926 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -7338525.000000 Penalty: 3545.869629
	Iteration 14Q: 3 clusters Score -7338525 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -7338746.500000 Penalty: 3545.869629
	Iteration 15Q: 3 clusters Score -7338746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -7338876.500000 Penalty: 3545.869629
	Iteration 16Q: 3 clusters Score -7338876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -7338935.500000 Penalty: 3545.869629
	Iteration 17Q: 3 clusters Score -7338936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -7338972.000000 Penalty: 3545.869629
	Iteration 18Q: 3 clusters Score -7338972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7338977.000000 Penalty: 3545.869629
	Iteration 19Q: 3 clusters Score -7338977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7338980.500000 Penalty: 3545.869629
	Iteration 20F: 3 clusters Score -7338980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -7338979.500000 Penalty: 3545.869629
	Iteration 21Q: 3 clusters Score -7338980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7338979.500000 Penalty: 3545.869629
	Iteration 22Q: 3 clusters Score -7338980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -7338984.500000 Penalty: 3545.869629
	Iteration 23Q: 3 clusters Score -7338984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -7338990.000000 Penalty: 3545.869629
	Iteration 24Q: 3 clusters Score -7338990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -7338990.000000 Penalty: 3545.869629
	Iteration 25F: 3 clusters Score -7338990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43025 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41345 members 
Mstep: Class 28 contains 33837 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 50694 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2428 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29092 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62095 members 
Mstep: Class 40 contains 71085 members 
Mstep: Class 41 contains 21503 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000400.000000 Penalty: 111074.656250
Iteration 439Q: 52 clusters Score -8.60004e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27866 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43036 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 63088 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18532 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41315 members 
Mstep: Class 28 contains 33464 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 51259 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2429 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29085 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62082 members 
Mstep: Class 40 contains 70917 members 
Mstep: Class 41 contains 21664 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25086 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000360.000000 Penalty: 111074.656250
Iteration 440F: 52 clusters Score -8.600036e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27821 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43038 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 62707 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18531 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41303 members 
Mstep: Class 28 contains 33132 members 
Mstep: Class 29 contains 8996 members 
Mstep: Class 30 contains 51824 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2429 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29089 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62067 members 
Mstep: Class 40 contains 70675 members 
Mstep: Class 41 contains 22001 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25120 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000528.000000 Penalty: 111074.656250
Iteration 441Q: 52 clusters Score -8.600053e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27772 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22537 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43047 members 
Mstep: Class 10 contains 7876 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16574 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41293 members 
Mstep: Class 28 contains 32806 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 52416 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29086 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62050 members 
Mstep: Class 40 contains 70395 members 
Mstep: Class 41 contains 22295 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25168 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 54967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000544.000000 Penalty: 111074.656250
Iteration 442Q: 52 clusters Score -8.600054e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27743 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43071 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 62069 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18529 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41281 members 
Mstep: Class 28 contains 32525 members 
Mstep: Class 29 contains 9008 members 
Mstep: Class 30 contains 53012 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29070 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62028 members 
Mstep: Class 40 contains 70053 members 
Mstep: Class 41 contains 22564 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25203 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000648.000000 Penalty: 111074.656250
Iteration 443Q: 52 clusters Score -8.600065e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27721 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22545 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43093 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 61778 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18536 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 342 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41274 members 
Mstep: Class 28 contains 32272 members 
Mstep: Class 29 contains 9026 members 
Mstep: Class 30 contains 53580 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29070 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62027 members 
Mstep: Class 40 contains 69672 members 
Mstep: Class 41 contains 22794 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 25242 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000672.000000 Penalty: 111074.656250
Iteration 444Q: 52 clusters Score -8.600067e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27690 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43109 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16549 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 61474 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18534 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41274 members 
Mstep: Class 28 contains 32025 members 
Mstep: Class 29 contains 9041 members 
Mstep: Class 30 contains 54165 members 
Mstep: Class 31 contains 9172 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29068 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62024 members 
Mstep: Class 40 contains 69324 members 
Mstep: Class 41 contains 23011 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 25286 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000848.000000 Penalty: 111074.656250
Iteration 445Q: 52 clusters Score -8.600085e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 27667 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16531 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 61207 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18534 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41268 members 
Mstep: Class 28 contains 31760 members 
Mstep: Class 29 contains 9064 members 
Mstep: Class 30 contains 54730 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29064 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62020 members 
Mstep: Class 40 contains 69054 members 
Mstep: Class 41 contains 23179 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25322 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000632.000000 Penalty: 111074.656250
Iteration 446Q: 52 clusters Score -8.600063e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 27630 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22506 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43125 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16519 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 60935 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18541 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 31498 members 
Mstep: Class 29 contains 9079 members 
Mstep: Class 30 contains 55295 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29055 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62022 members 
Mstep: Class 40 contains 68753 members 
Mstep: Class 41 contains 23362 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25356 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000816.000000 Penalty: 111074.656250
Iteration 447Q: 52 clusters Score -8.600082e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27597 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 60670 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18539 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41263 members 
Mstep: Class 28 contains 31289 members 
Mstep: Class 29 contains 9097 members 
Mstep: Class 30 contains 55809 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29044 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62020 members 
Mstep: Class 40 contains 68512 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25375 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000840.000000 Penalty: 111074.656250
Iteration 448Q: 52 clusters Score -8.600084e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27559 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43211 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 60386 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18531 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41259 members 
Mstep: Class 28 contains 31081 members 
Mstep: Class 29 contains 9118 members 
Mstep: Class 30 contains 56319 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29031 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62011 members 
Mstep: Class 40 contains 68314 members 
Mstep: Class 41 contains 23703 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25390 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000872.000000 Penalty: 111074.656250
Iteration 449Q: 52 clusters Score -8.600087e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27515 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22482 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43281 members 
Mstep: Class 10 contains 7879 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16531 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 60164 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18526 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 30898 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 56833 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29014 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62007 members 
Mstep: Class 40 contains 68098 members 
Mstep: Class 41 contains 23826 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25402 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001200.000000 Penalty: 111074.656250
Iteration 450Q: 52 clusters Score -8.60012e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27474 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43344 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59959 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18526 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41256 members 
Mstep: Class 28 contains 30743 members 
Mstep: Class 29 contains 9174 members 
Mstep: Class 30 contains 57303 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29004 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62006 members 
Mstep: Class 40 contains 67904 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25415 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001080.000000 Penalty: 111074.656250
Iteration 451Q: 52 clusters Score -8.600108e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27418 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22486 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43392 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 59733 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18523 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 30595 members 
Mstep: Class 29 contains 9205 members 
Mstep: Class 30 contains 57745 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2433 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29002 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62009 members 
Mstep: Class 40 contains 67735 members 
Mstep: Class 41 contains 24078 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25426 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001248.000000 Penalty: 111074.656250
Iteration 452Q: 52 clusters Score -8.600125e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27366 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22490 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43441 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59499 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18522 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41266 members 
Mstep: Class 28 contains 30431 members 
Mstep: Class 29 contains 9228 members 
Mstep: Class 30 contains 58204 members 
Mstep: Class 31 contains 9169 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2435 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 29001 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62005 members 
Mstep: Class 40 contains 67565 members 
Mstep: Class 41 contains 24228 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25440 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001392.000000 Penalty: 111074.656250
Iteration 453Q: 52 clusters Score -8.600139e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27308 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22481 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43474 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16536 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 59305 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 18519 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41264 members 
Mstep: Class 28 contains 30284 members 
Mstep: Class 29 contains 9253 members 
Mstep: Class 30 contains 58651 members 
Mstep: Class 31 contains 9167 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28987 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62004 members 
Mstep: Class 40 contains 67379 members 
Mstep: Class 41 contains 24358 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25443 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001328.000000 Penalty: 111074.656250
Iteration 454Q: 52 clusters Score -8.600133e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22483 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43547 members 
Mstep: Class 10 contains 7879 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16546 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 59118 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 30131 members 
Mstep: Class 29 contains 9286 members 
Mstep: Class 30 contains 59071 members 
Mstep: Class 31 contains 9167 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28976 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 62000 members 
Mstep: Class 40 contains 67162 members 
Mstep: Class 41 contains 24486 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25445 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001256.000000 Penalty: 111074.656250
Iteration 455Q: 52 clusters Score -8.600126e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27163 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22489 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43585 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58947 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18530 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41253 members 
Mstep: Class 28 contains 29990 members 
Mstep: Class 29 contains 9315 members 
Mstep: Class 30 contains 59510 members 
Mstep: Class 31 contains 9167 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28975 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61987 members 
Mstep: Class 40 contains 66900 members 
Mstep: Class 41 contains 24607 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25441 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001280.000000 Penalty: 111074.656250
Iteration 456Q: 52 clusters Score -8.600128e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27081 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22495 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43625 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58791 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18538 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41236 members 
Mstep: Class 28 contains 29819 members 
Mstep: Class 29 contains 9355 members 
Mstep: Class 30 contains 59971 members 
Mstep: Class 31 contains 9165 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28965 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61978 members 
Mstep: Class 40 contains 66626 members 
Mstep: Class 41 contains 24721 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25454 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001368.000000 Penalty: 111074.656250
Iteration 457Q: 52 clusters Score -8.600137e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27016 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22501 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43666 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16557 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58625 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18541 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41216 members 
Mstep: Class 28 contains 29624 members 
Mstep: Class 29 contains 9397 members 
Mstep: Class 30 contains 60426 members 
Mstep: Class 31 contains 9165 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28959 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61975 members 
Mstep: Class 40 contains 66380 members 
Mstep: Class 41 contains 24824 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25465 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001256.000000 Penalty: 111074.656250
Iteration 458Q: 52 clusters Score -8.600126e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43704 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58439 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18549 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41195 members 
Mstep: Class 28 contains 29406 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 9164 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2441 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28946 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61971 members 
Mstep: Class 40 contains 66252 members 
Mstep: Class 41 contains 24929 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25469 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001424.000000 Penalty: 111074.656250
Iteration 459Q: 52 clusters Score -8.600142e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26897 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22489 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43742 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16568 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58218 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18558 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41155 members 
Mstep: Class 28 contains 29160 members 
Mstep: Class 29 contains 9504 members 
Mstep: Class 30 contains 61377 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28949 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61967 members 
Mstep: Class 40 contains 66107 members 
Mstep: Class 41 contains 25048 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25473 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001520.000000 Penalty: 111074.656250
Iteration 460F: 52 clusters Score -8.600152e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26852 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22487 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43764 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16568 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 58046 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18567 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41135 members 
Mstep: Class 28 contains 28923 members 
Mstep: Class 29 contains 9567 members 
Mstep: Class 30 contains 61825 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2446 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28936 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61941 members 
Mstep: Class 40 contains 66008 members 
Mstep: Class 41 contains 25144 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25455 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001680.000000 Penalty: 111074.656250
Iteration 461Q: 52 clusters Score -8.600168e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22492 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43792 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57875 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18568 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41098 members 
Mstep: Class 28 contains 28679 members 
Mstep: Class 29 contains 9628 members 
Mstep: Class 30 contains 62318 members 
Mstep: Class 31 contains 9162 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2448 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28931 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61922 members 
Mstep: Class 40 contains 65838 members 
Mstep: Class 41 contains 25249 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25430 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001728.000000 Penalty: 111074.656250
Iteration 462Q: 52 clusters Score -8.600173e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26751 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22492 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43819 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16559 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57718 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18569 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41079 members 
Mstep: Class 28 contains 28500 members 
Mstep: Class 29 contains 9694 members 
Mstep: Class 30 contains 62769 members 
Mstep: Class 31 contains 9160 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2449 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28928 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61916 members 
Mstep: Class 40 contains 65688 members 
Mstep: Class 41 contains 25349 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25395 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002024.000000 Penalty: 111074.656250
Iteration 463Q: 52 clusters Score -8.600202e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26702 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 57560 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 18575 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41058 members 
Mstep: Class 28 contains 28327 members 
Mstep: Class 29 contains 9757 members 
Mstep: Class 30 contains 63195 members 
Mstep: Class 31 contains 9158 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28925 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61922 members 
Mstep: Class 40 contains 65505 members 
Mstep: Class 41 contains 25439 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25357 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86001848.000000 Penalty: 111074.656250
Iteration 464Q: 52 clusters Score -8.600185e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26644 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22507 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43881 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 57388 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18581 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41045 members 
Mstep: Class 28 contains 28150 members 
Mstep: Class 29 contains 9816 members 
Mstep: Class 30 contains 63605 members 
Mstep: Class 31 contains 9156 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28935 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61910 members 
Mstep: Class 40 contains 65285 members 
Mstep: Class 41 contains 25543 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25334 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002064.000000 Penalty: 111074.656250
Iteration 465Q: 52 clusters Score -8.600206e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26598 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22510 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43913 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 57228 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18587 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 41024 members 
Mstep: Class 28 contains 28008 members 
Mstep: Class 29 contains 9873 members 
Mstep: Class 30 contains 63946 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28929 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61906 members 
Mstep: Class 40 contains 65103 members 
Mstep: Class 41 contains 25639 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25301 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002200.000000 Penalty: 111074.656250
Iteration 466Q: 52 clusters Score -8.60022e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26542 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22511 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 43971 members 
Mstep: Class 10 contains 7846 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16552 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 57086 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40983 members 
Mstep: Class 28 contains 27852 members 
Mstep: Class 29 contains 9924 members 
Mstep: Class 30 contains 64323 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28928 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61909 members 
Mstep: Class 40 contains 64926 members 
Mstep: Class 41 contains 25721 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25273 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002512.000000 Penalty: 111074.656250
Iteration 467Q: 52 clusters Score -8.600251e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26487 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22522 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44027 members 
Mstep: Class 10 contains 7849 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56935 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18582 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40955 members 
Mstep: Class 28 contains 27698 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 64693 members 
Mstep: Class 31 contains 9153 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28924 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61909 members 
Mstep: Class 40 contains 64743 members 
Mstep: Class 41 contains 25818 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25240 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002384.000000 Penalty: 111074.656250
Iteration 468Q: 52 clusters Score -8.600238e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26443 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16544 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56778 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18583 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40932 members 
Mstep: Class 28 contains 27547 members 
Mstep: Class 29 contains 10010 members 
Mstep: Class 30 contains 65099 members 
Mstep: Class 31 contains 9152 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28912 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61899 members 
Mstep: Class 40 contains 64558 members 
Mstep: Class 41 contains 25915 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25214 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002544.000000 Penalty: 111074.656250
Iteration 469Q: 52 clusters Score -8.600254e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26407 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56614 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18583 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40904 members 
Mstep: Class 28 contains 27409 members 
Mstep: Class 29 contains 10075 members 
Mstep: Class 30 contains 65474 members 
Mstep: Class 31 contains 9151 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28907 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61902 members 
Mstep: Class 40 contains 64314 members 
Mstep: Class 41 contains 26000 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25174 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002312.000000 Penalty: 111074.656250
Iteration 470Q: 52 clusters Score -8.600231e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26354 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44220 members 
Mstep: Class 10 contains 7857 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16551 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56474 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40882 members 
Mstep: Class 28 contains 27287 members 
Mstep: Class 29 contains 10136 members 
Mstep: Class 30 contains 65848 members 
Mstep: Class 31 contains 9150 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28896 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61909 members 
Mstep: Class 40 contains 64059 members 
Mstep: Class 41 contains 26067 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25147 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002696.000000 Penalty: 111074.656250
Iteration 471Q: 52 clusters Score -8.60027e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26312 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16554 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56328 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18586 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40857 members 
Mstep: Class 28 contains 27138 members 
Mstep: Class 29 contains 10195 members 
Mstep: Class 30 contains 66213 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28892 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61909 members 
Mstep: Class 40 contains 63838 members 
Mstep: Class 41 contains 26112 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25123 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002784.000000 Penalty: 111074.656250
Iteration 472Q: 52 clusters Score -8.600278e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26272 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44355 members 
Mstep: Class 10 contains 7863 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16549 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56203 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11558 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40850 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 10244 members 
Mstep: Class 30 contains 66580 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28890 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61913 members 
Mstep: Class 40 contains 63599 members 
Mstep: Class 41 contains 26152 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25094 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002896.000000 Penalty: 111074.656250
Iteration 473Q: 52 clusters Score -8.60029e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26220 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22560 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44438 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 56070 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18588 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40845 members 
Mstep: Class 28 contains 26884 members 
Mstep: Class 29 contains 10287 members 
Mstep: Class 30 contains 66910 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28888 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61918 members 
Mstep: Class 40 contains 63361 members 
Mstep: Class 41 contains 26177 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25079 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002800.000000 Penalty: 111074.656250
Iteration 474Q: 52 clusters Score -8.60028e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16559 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55942 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18591 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40847 members 
Mstep: Class 28 contains 26785 members 
Mstep: Class 29 contains 10329 members 
Mstep: Class 30 contains 67164 members 
Mstep: Class 31 contains 9150 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28886 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61924 members 
Mstep: Class 40 contains 63147 members 
Mstep: Class 41 contains 26196 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25059 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002840.000000 Penalty: 111074.656250
Iteration 475Q: 52 clusters Score -8.600284e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26119 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22565 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 7839 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16546 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55806 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11563 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18590 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40861 members 
Mstep: Class 28 contains 26707 members 
Mstep: Class 29 contains 10367 members 
Mstep: Class 30 contains 67406 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28887 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61925 members 
Mstep: Class 40 contains 62918 members 
Mstep: Class 41 contains 26220 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25049 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002792.000000 Penalty: 111074.656250
Iteration 476Q: 52 clusters Score -8.600279e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26056 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22570 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44732 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16538 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55684 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18598 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40873 members 
Mstep: Class 28 contains 26649 members 
Mstep: Class 29 contains 10410 members 
Mstep: Class 30 contains 67636 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28889 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61927 members 
Mstep: Class 40 contains 62684 members 
Mstep: Class 41 contains 26223 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25041 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002800.000000 Penalty: 111074.656250
Iteration 477Q: 52 clusters Score -8.60028e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25993 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22567 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44841 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55572 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18613 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40869 members 
Mstep: Class 28 contains 26590 members 
Mstep: Class 29 contains 10466 members 
Mstep: Class 30 contains 67828 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28895 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61924 members 
Mstep: Class 40 contains 62472 members 
Mstep: Class 41 contains 26204 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25038 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 55962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002600.000000 Penalty: 111074.656250
Iteration 478Q: 52 clusters Score -8.60026e+07 nChanged 991
Entering ConstructFrom: 
Score: -86002600.000000 Penalty: 111074.656250
Entering ConstructFrom: 
Trying to split cluster 1 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -236993.796875 Penalty: 1233.513550
	Iteration 0F: 2 clusters Score -236993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -234965.375000 Penalty: 2467.027100
	Iteration 0F: 3 clusters Score -234965.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -235484.015625 Penalty: 2467.027100
	Iteration 1F: 3 clusters Score -235484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -235651.312500 Penalty: 2467.027100
	Iteration 2F: 3 clusters Score -235651.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235726.031250 Penalty: 2467.027100
	Iteration 3Q: 3 clusters Score -235726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -235792.765625 Penalty: 2467.027100
	Iteration 4Q: 3 clusters Score -235792.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235839.406250 Penalty: 2467.027100
	Iteration 5Q: 3 clusters Score -235839.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235890.359375 Penalty: 2467.027100
	Iteration 6Q: 3 clusters Score -235890.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235925.937500 Penalty: 2467.027100
	Iteration 7Q: 3 clusters Score -235925.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -235947.140625 Penalty: 2467.027100
	Iteration 8Q: 3 clusters Score -235947.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -235960.328125 Penalty: 2467.027100
	Iteration 9Q: 3 clusters Score -235960.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -235972.125000 Penalty: 2467.027100
	Iteration 10Q: 3 clusters Score -235972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -235984.187500 Penalty: 2467.027100
	Iteration 11Q: 3 clusters Score -235984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -235997.093750 Penalty: 2467.027100
	Iteration 12Q: 3 clusters Score -235997.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -236008.000000 Penalty: 2467.027100
	Iteration 13Q: 3 clusters Score -236008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -236023.031250 Penalty: 2467.027100
	Iteration 14Q: 3 clusters Score -236023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -236038.078125 Penalty: 2467.027100
	Iteration 15Q: 3 clusters Score -236038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -236054.343750 Penalty: 2467.027100
	Iteration 16Q: 3 clusters Score -236054.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -236067.640625 Penalty: 2467.027100
	Iteration 17Q: 3 clusters Score -236067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -236078.875000 Penalty: 2467.027100
	Iteration 18Q: 3 clusters Score -236078.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236087.109375 Penalty: 2467.027100
	Iteration 19Q: 3 clusters Score -236087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -236094.640625 Penalty: 2467.027100
	Iteration 20F: 3 clusters Score -236094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -236099.765625 Penalty: 2467.027100
	Iteration 21Q: 3 clusters Score -236099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -236103.906250 Penalty: 2467.027100
	Iteration 22Q: 3 clusters Score -236103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -236106.390625 Penalty: 2467.027100
	Iteration 23Q: 3 clusters Score -236106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -236108.421875 Penalty: 2467.027100
	Iteration 24Q: 3 clusters Score -236108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -236108.937500 Penalty: 2467.027100
	Iteration 25Q: 3 clusters Score -236108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -236108.937500 Penalty: 2467.027100
	Iteration 26F: 3 clusters Score -236108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Entering Unmasked Estep 
Score: -3463697.750000 Penalty: 1651.406372
	Iteration 0F: 2 clusters Score -3463698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3446215.500000 Penalty: 3302.812744
	Iteration 0F: 3 clusters Score -3446216 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3452713.500000 Penalty: 3302.812744
	Iteration 1F: 3 clusters Score -3452714 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3453046.750000 Penalty: 3302.812744
	Iteration 2Q: 3 clusters Score -3453047 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3453427.250000 Penalty: 3302.812744
	Iteration 3Q: 3 clusters Score -3453427 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3453900.000000 Penalty: 3302.812744
	Iteration 4Q: 3 clusters Score -3453900 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3454501.250000 Penalty: 3302.812744
	Iteration 5Q: 3 clusters Score -3454501 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3455330.000000 Penalty: 3302.812744
	Iteration 6F: 3 clusters Score -3455330 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3456454.250000 Penalty: 3302.812744
	Iteration 7F: 3 clusters Score -3456454 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3457862.500000 Penalty: 3302.812744
	Iteration 8F: 3 clusters Score -3457862 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3459089.750000 Penalty: 3302.812744
	Iteration 9F: 3 clusters Score -3459090 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3459690.250000 Penalty: 3302.812744
	Iteration 10Q: 3 clusters Score -3459690 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3459989.750000 Penalty: 3302.812744
	Iteration 11Q: 3 clusters Score -3459990 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3460166.500000 Penalty: 3302.812744
	Iteration 12Q: 3 clusters Score -3460166 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3460326.750000 Penalty: 3302.812744
	Iteration 13Q: 3 clusters Score -3460327 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3460463.750000 Penalty: 3302.812744
	Iteration 14Q: 3 clusters Score -3460464 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3460578.250000 Penalty: 3302.812744
	Iteration 15Q: 3 clusters Score -3460578 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3460690.000000 Penalty: 3302.812744
	Iteration 16Q: 3 clusters Score -3460690 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3460779.750000 Penalty: 3302.812744
	Iteration 17Q: 3 clusters Score -3460780 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3460849.500000 Penalty: 3302.812744
	Iteration 18Q: 3 clusters Score -3460850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3460921.500000 Penalty: 3302.812744
	Iteration 19Q: 3 clusters Score -3460922 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3460971.250000 Penalty: 3302.812744
	Iteration 20F: 3 clusters Score -3460971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3461041.000000 Penalty: 3302.812744
	Iteration 21Q: 3 clusters Score -3461041 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3461076.750000 Penalty: 3302.812744
	Iteration 22Q: 3 clusters Score -3461077 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3461134.000000 Penalty: 3302.812744
	Iteration 23Q: 3 clusters Score -3461134 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3461174.750000 Penalty: 3302.812744
	Iteration 24Q: 3 clusters Score -3461175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3461227.000000 Penalty: 3302.812744
	Iteration 25Q: 3 clusters Score -3461227 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3461281.250000 Penalty: 3302.812744
	Iteration 26Q: 3 clusters Score -3461281 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3461307.500000 Penalty: 3302.812744
	Iteration 27Q: 3 clusters Score -3461308 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3461351.250000 Penalty: 3302.812744
	Iteration 28Q: 3 clusters Score -3461351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3461381.750000 Penalty: 3302.812744
	Iteration 29Q: 3 clusters Score -3461382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3461429.000000 Penalty: 3302.812744
	Iteration 30Q: 3 clusters Score -3461429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3461467.250000 Penalty: 3302.812744
	Iteration 31Q: 3 clusters Score -3461467 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3461494.500000 Penalty: 3302.812744
	Iteration 32Q: 3 clusters Score -3461494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3461554.000000 Penalty: 3302.812744
	Iteration 33Q: 3 clusters Score -3461554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3461602.750000 Penalty: 3302.812744
	Iteration 34Q: 3 clusters Score -3461603 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3461640.250000 Penalty: 3302.812744
	Iteration 35Q: 3 clusters Score -3461640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3461661.250000 Penalty: 3302.812744
	Iteration 36Q: 3 clusters Score -3461661 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3461682.750000 Penalty: 3302.812744
	Iteration 37Q: 3 clusters Score -3461683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3461703.000000 Penalty: 3302.812744
	Iteration 38Q: 3 clusters Score -3461703 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3461725.000000 Penalty: 3302.812744
	Iteration 39Q: 3 clusters Score -3461725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3461753.500000 Penalty: 3302.812744
	Iteration 40F: 3 clusters Score -3461754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3461754.750000 Penalty: 3302.812744
	Iteration 41Q: 3 clusters Score -3461755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3461773.000000 Penalty: 3302.812744
	Iteration 42Q: 3 clusters Score -3461773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3461790.500000 Penalty: 3302.812744
	Iteration 43Q: 3 clusters Score -3461790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3461804.750000 Penalty: 3302.812744
	Iteration 44Q: 3 clusters Score -3461805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3461817.750000 Penalty: 3302.812744
	Iteration 45Q: 3 clusters Score -3461818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3461844.000000 Penalty: 3302.812744
	Iteration 46Q: 3 clusters Score -3461844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3461858.500000 Penalty: 3302.812744
	Iteration 47Q: 3 clusters Score -3461858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3461869.750000 Penalty: 3302.812744
	Iteration 48Q: 3 clusters Score -3461870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3461879.000000 Penalty: 3302.812744
	Iteration 49Q: 3 clusters Score -3461879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3461889.750000 Penalty: 3302.812744
	Iteration 50Q: 3 clusters Score -3461890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3461898.250000 Penalty: 3302.812744
	Iteration 51Q: 3 clusters Score -3461898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3461913.750000 Penalty: 3302.812744
	Iteration 52Q: 3 clusters Score -3461914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3461912.250000 Penalty: 3302.812744
	Iteration 53Q: 3 clusters Score -3461912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3461926.750000 Penalty: 3302.812744
	Iteration 54Q: 3 clusters Score -3461927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3461933.500000 Penalty: 3302.812744
	Iteration 55Q: 3 clusters Score -3461934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3461961.250000 Penalty: 3302.812744
	Iteration 56Q: 3 clusters Score -3461961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3461982.000000 Penalty: 3302.812744
	Iteration 57Q: 3 clusters Score -3461982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3461989.000000 Penalty: 3302.812744
	Iteration 58Q: 3 clusters Score -3461989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3461993.500000 Penalty: 3302.812744
	Iteration 59Q: 3 clusters Score -3461994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3461998.000000 Penalty: 3302.812744
	Iteration 60F: 3 clusters Score -3461998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3462022.750000 Penalty: 3302.812744
	Iteration 61Q: 3 clusters Score -3462023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3462039.750000 Penalty: 3302.812744
	Iteration 62Q: 3 clusters Score -3462040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3462042.000000 Penalty: 3302.812744
	Iteration 63Q: 3 clusters Score -3462042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3462049.750000 Penalty: 3302.812744
	Iteration 64Q: 3 clusters Score -3462050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3462073.750000 Penalty: 3302.812744
	Iteration 65Q: 3 clusters Score -3462074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3462088.750000 Penalty: 3302.812744
	Iteration 66Q: 3 clusters Score -3462089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3462101.250000 Penalty: 3302.812744
	Iteration 67Q: 3 clusters Score -3462101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3462113.000000 Penalty: 3302.812744
	Iteration 68Q: 3 clusters Score -3462113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3462115.250000 Penalty: 3302.812744
	Iteration 69Q: 3 clusters Score -3462115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3462118.500000 Penalty: 3302.812744
	Iteration 70Q: 3 clusters Score -3462118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3462123.750000 Penalty: 3302.812744
	Iteration 71Q: 3 clusters Score -3462124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3462129.250000 Penalty: 3302.812744
	Iteration 72Q: 3 clusters Score -3462129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3462127.250000 Penalty: 3302.812744
	Iteration 73Q: 3 clusters Score -3462127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3462139.500000 Penalty: 3302.812744
	Iteration 74Q: 3 clusters Score -3462140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3462151.500000 Penalty: 3302.812744
	Iteration 75Q: 3 clusters Score -3462152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3462153.250000 Penalty: 3302.812744
	Iteration 76Q: 3 clusters Score -3462153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3462155.250000 Penalty: 3302.812744
	Iteration 77Q: 3 clusters Score -3462155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3462161.750000 Penalty: 3302.812744
	Iteration 78Q: 3 clusters Score -3462162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3462166.750000 Penalty: 3302.812744
	Iteration 79Q: 3 clusters Score -3462167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3462162.500000 Penalty: 3302.812744
	Iteration 80F: 3 clusters Score -3462162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3462171.250000 Penalty: 3302.812744
	Iteration 81Q: 3 clusters Score -3462171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3462179.500000 Penalty: 3302.812744
	Iteration 82Q: 3 clusters Score -3462180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3462181.500000 Penalty: 3302.812744
	Iteration 83Q: 3 clusters Score -3462182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3462184.250000 Penalty: 3302.812744
	Iteration 84Q: 3 clusters Score -3462184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3462190.250000 Penalty: 3302.812744
	Iteration 85Q: 3 clusters Score -3462190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3462201.500000 Penalty: 3302.812744
	Iteration 86Q: 3 clusters Score -3462202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3462198.750000 Penalty: 3302.812744
	Iteration 87Q: 3 clusters Score -3462199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3462202.000000 Penalty: 3302.812744
	Iteration 88Q: 3 clusters Score -3462202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3462203.750000 Penalty: 3302.812744
	Iteration 89Q: 3 clusters Score -3462204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3462198.750000 Penalty: 3302.812744
	Iteration 90Q: 3 clusters Score -3462199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3462201.750000 Penalty: 3302.812744
	Iteration 91Q: 3 clusters Score -3462202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3462201.000000 Penalty: 3302.812744
	Iteration 92Q: 3 clusters Score -3462201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3462206.750000 Penalty: 3302.812744
	Iteration 93Q: 3 clusters Score -3462207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3462212.500000 Penalty: 3302.812744
	Iteration 94Q: 3 clusters Score -3462212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3462213.750000 Penalty: 3302.812744
	Iteration 95Q: 3 clusters Score -3462214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3462220.500000 Penalty: 3302.812744
	Iteration 96Q: 3 clusters Score -3462220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3462224.000000 Penalty: 3302.812744
	Iteration 97Q: 3 clusters Score -3462224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3462232.250000 Penalty: 3302.812744
	Iteration 98Q: 3 clusters Score -3462232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3462237.250000 Penalty: 3302.812744
	Iteration 99Q: 3 clusters Score -3462237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3462239.750000 Penalty: 3302.812744
	Iteration 100F: 3 clusters Score -3462240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3462242.750000 Penalty: 3302.812744
	Iteration 101Q: 3 clusters Score -3462243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3462246.750000 Penalty: 3302.812744
	Iteration 102Q: 3 clusters Score -3462247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3462250.000000 Penalty: 3302.812744
	Iteration 103Q: 3 clusters Score -3462250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3462247.500000 Penalty: 3302.812744
	Iteration 104Q: 3 clusters Score -3462248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3462257.500000 Penalty: 3302.812744
	Iteration 105Q: 3 clusters Score -3462258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3462250.000000 Penalty: 3302.812744
	Iteration 106Q: 3 clusters Score -3462250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3462256.000000 Penalty: 3302.812744
	Iteration 107Q: 3 clusters Score -3462256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3462264.000000 Penalty: 3302.812744
	Iteration 108Q: 3 clusters Score -3462264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3462262.500000 Penalty: 3302.812744
	Iteration 109Q: 3 clusters Score -3462262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3462265.500000 Penalty: 3302.812744
	Iteration 110Q: 3 clusters Score -3462266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3462269.000000 Penalty: 3302.812744
	Iteration 111Q: 3 clusters Score -3462269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3462275.500000 Penalty: 3302.812744
	Iteration 112Q: 3 clusters Score -3462276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3462274.500000 Penalty: 3302.812744
	Iteration 113Q: 3 clusters Score -3462274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3462276.250000 Penalty: 3302.812744
	Iteration 114Q: 3 clusters Score -3462276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3462281.250000 Penalty: 3302.812744
	Iteration 115Q: 3 clusters Score -3462281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3462287.000000 Penalty: 3302.812744
	Iteration 116Q: 3 clusters Score -3462287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3462287.250000 Penalty: 3302.812744
	Iteration 117Q: 3 clusters Score -3462287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3462302.500000 Penalty: 3302.812744
	Iteration 118Q: 3 clusters Score -3462302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3462305.750000 Penalty: 3302.812744
	Iteration 119Q: 3 clusters Score -3462306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3462312.500000 Penalty: 3302.812744
	Iteration 120F: 3 clusters Score -3462312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3462312.500000 Penalty: 3302.812744
	Iteration 121Q: 3 clusters Score -3462312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3462320.250000 Penalty: 3302.812744
	Iteration 122Q: 3 clusters Score -3462320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3462320.750000 Penalty: 3302.812744
	Iteration 123Q: 3 clusters Score -3462321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3462316.500000 Penalty: 3302.812744
	Iteration 124Q: 3 clusters Score -3462316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3462315.750000 Penalty: 3302.812744
	Iteration 125Q: 3 clusters Score -3462316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3462322.250000 Penalty: 3302.812744
	Iteration 126Q: 3 clusters Score -3462322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3462317.000000 Penalty: 3302.812744
	Iteration 127Q: 3 clusters Score -3462317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3462316.250000 Penalty: 3302.812744
	Iteration 128Q: 3 clusters Score -3462316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3462323.000000 Penalty: 3302.812744
	Iteration 129Q: 3 clusters Score -3462323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3462330.750000 Penalty: 3302.812744
	Iteration 130Q: 3 clusters Score -3462331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3462333.000000 Penalty: 3302.812744
	Iteration 131Q: 3 clusters Score -3462333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3462330.000000 Penalty: 3302.812744
	Iteration 132Q: 3 clusters Score -3462330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3462329.250000 Penalty: 3302.812744
	Iteration 133Q: 3 clusters Score -3462329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3462334.750000 Penalty: 3302.812744
	Iteration 134Q: 3 clusters Score -3462335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3462334.000000 Penalty: 3302.812744
	Iteration 135Q: 3 clusters Score -3462334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3462340.250000 Penalty: 3302.812744
	Iteration 136Q: 3 clusters Score -3462340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3462345.750000 Penalty: 3302.812744
	Iteration 137Q: 3 clusters Score -3462346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3462353.500000 Penalty: 3302.812744
	Iteration 138Q: 3 clusters Score -3462354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3462353.000000 Penalty: 3302.812744
	Iteration 139Q: 3 clusters Score -3462353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3462360.000000 Penalty: 3302.812744
	Iteration 140F: 3 clusters Score -3462360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3462358.500000 Penalty: 3302.812744
	Iteration 141Q: 3 clusters Score -3462358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3462365.250000 Penalty: 3302.812744
	Iteration 142Q: 3 clusters Score -3462365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3462365.250000 Penalty: 3302.812744
	Iteration 143Q: 3 clusters Score -3462365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3462369.500000 Penalty: 3302.812744
	Iteration 144Q: 3 clusters Score -3462370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3462371.500000 Penalty: 3302.812744
	Iteration 145Q: 3 clusters Score -3462372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3462370.250000 Penalty: 3302.812744
	Iteration 146Q: 3 clusters Score -3462370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3462374.000000 Penalty: 3302.812744
	Iteration 147Q: 3 clusters Score -3462374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3462370.000000 Penalty: 3302.812744
	Iteration 148Q: 3 clusters Score -3462370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3462373.250000 Penalty: 3302.812744
	Iteration 149Q: 3 clusters Score -3462373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3462373.000000 Penalty: 3302.812744
	Iteration 150Q: 3 clusters Score -3462373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3462370.750000 Penalty: 3302.812744
	Iteration 151Q: 3 clusters Score -3462371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3462370.750000 Penalty: 3302.812744
	Iteration 152F: 3 clusters Score -3462371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11867.702148 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -11867.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11210.317383 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -11210.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11351.546875 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -11351.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11384.388672 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -11384.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11398.049805 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -11398.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11400.819336 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -11400.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11400.819336 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -11400.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50133.089844 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -50133.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49272.566406 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -49272.57 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49453.035156 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -49453.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49620.089844 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -49620.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49796.871094 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -49796.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -49882.257812 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -49882.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -49973.871094 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -49973.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50003.113281 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -50003.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -50084.718750 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -50084.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50105.062500 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -50105.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50110.527344 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -50110.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50113.792969 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -50113.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50115.199219 Penalty: 1918.355835
	Iteration 11F: 3 clusters Score -50115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50154.515625 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -50154.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50179.871094 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -50179.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50184.617188 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -50184.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50187.703125 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -50187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50187.703125 Penalty: 1918.355835
	Iteration 16F: 3 clusters Score -50187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 250 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Mstep: Class 52 contains 116 members 
Entering Unmasked Estep 
Score: -86001400.000000 Penalty: 113252.593750
Splitting cluster 4 changes total score from -86002600.000000 to -86001400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (22564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Entering Unmasked Estep 
Score: -2926609.000000 Penalty: 1628.917969
	Iteration 0F: 2 clusters Score -2926609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2911361.250000 Penalty: 3257.835938
	Iteration 0F: 3 clusters Score -2911361 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2917191.500000 Penalty: 3257.835938
	Iteration 1F: 3 clusters Score -2917192 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2917756.000000 Penalty: 3257.835938
	Iteration 2F: 3 clusters Score -2917756 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2918436.000000 Penalty: 3257.835938
	Iteration 3F: 3 clusters Score -2918436 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2919205.000000 Penalty: 3257.835938
	Iteration 4F: 3 clusters Score -2919205 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2920035.000000 Penalty: 3257.835938
	Iteration 5F: 3 clusters Score -2920035 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2920931.750000 Penalty: 3257.835938
	Iteration 6F: 3 clusters Score -2920932 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2921876.500000 Penalty: 3257.835938
	Iteration 7F: 3 clusters Score -2921876 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2922701.250000 Penalty: 3257.835938
	Iteration 8Q: 3 clusters Score -2922701 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2923190.250000 Penalty: 3257.835938
	Iteration 9Q: 3 clusters Score -2923190 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2923532.750000 Penalty: 3257.835938
	Iteration 10Q: 3 clusters Score -2923533 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2923745.750000 Penalty: 3257.835938
	Iteration 11Q: 3 clusters Score -2923746 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2923949.750000 Penalty: 3257.835938
	Iteration 12Q: 3 clusters Score -2923950 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2924102.250000 Penalty: 3257.835938
	Iteration 13Q: 3 clusters Score -2924102 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2924217.500000 Penalty: 3257.835938
	Iteration 14Q: 3 clusters Score -2924218 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2924327.500000 Penalty: 3257.835938
	Iteration 15Q: 3 clusters Score -2924328 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2924461.000000 Penalty: 3257.835938
	Iteration 16Q: 3 clusters Score -2924461 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2924574.750000 Penalty: 3257.835938
	Iteration 17Q: 3 clusters Score -2924575 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2924686.500000 Penalty: 3257.835938
	Iteration 18Q: 3 clusters Score -2924686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2924778.500000 Penalty: 3257.835938
	Iteration 19Q: 3 clusters Score -2924778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2924867.000000 Penalty: 3257.835938
	Iteration 20F: 3 clusters Score -2924867 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2924945.000000 Penalty: 3257.835938
	Iteration 21Q: 3 clusters Score -2924945 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2925010.750000 Penalty: 3257.835938
	Iteration 22Q: 3 clusters Score -2925011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2925056.500000 Penalty: 3257.835938
	Iteration 23Q: 3 clusters Score -2925056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2925106.500000 Penalty: 3257.835938
	Iteration 24Q: 3 clusters Score -2925106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2925135.750000 Penalty: 3257.835938
	Iteration 25Q: 3 clusters Score -2925136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2925174.000000 Penalty: 3257.835938
	Iteration 26Q: 3 clusters Score -2925174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2925220.250000 Penalty: 3257.835938
	Iteration 27Q: 3 clusters Score -2925220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2925246.500000 Penalty: 3257.835938
	Iteration 28Q: 3 clusters Score -2925246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2925270.500000 Penalty: 3257.835938
	Iteration 29Q: 3 clusters Score -2925270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2925298.500000 Penalty: 3257.835938
	Iteration 30Q: 3 clusters Score -2925298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2925330.000000 Penalty: 3257.835938
	Iteration 31Q: 3 clusters Score -2925330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2925360.500000 Penalty: 3257.835938
	Iteration 32Q: 3 clusters Score -2925360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2925383.000000 Penalty: 3257.835938
	Iteration 33Q: 3 clusters Score -2925383 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2925411.250000 Penalty: 3257.835938
	Iteration 34Q: 3 clusters Score -2925411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2925440.750000 Penalty: 3257.835938
	Iteration 35Q: 3 clusters Score -2925441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2925451.250000 Penalty: 3257.835938
	Iteration 36Q: 3 clusters Score -2925451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2925470.000000 Penalty: 3257.835938
	Iteration 37Q: 3 clusters Score -2925470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2925477.250000 Penalty: 3257.835938
	Iteration 38Q: 3 clusters Score -2925477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2925526.250000 Penalty: 3257.835938
	Iteration 39Q: 3 clusters Score -2925526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2925548.250000 Penalty: 3257.835938
	Iteration 40F: 3 clusters Score -2925548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2925574.500000 Penalty: 3257.835938
	Iteration 41Q: 3 clusters Score -2925574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2925593.250000 Penalty: 3257.835938
	Iteration 42Q: 3 clusters Score -2925593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2925613.500000 Penalty: 3257.835938
	Iteration 43Q: 3 clusters Score -2925614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2925647.000000 Penalty: 3257.835938
	Iteration 44Q: 3 clusters Score -2925647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2925660.500000 Penalty: 3257.835938
	Iteration 45Q: 3 clusters Score -2925660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2925672.750000 Penalty: 3257.835938
	Iteration 46Q: 3 clusters Score -2925673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2925694.000000 Penalty: 3257.835938
	Iteration 47Q: 3 clusters Score -2925694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2925706.000000 Penalty: 3257.835938
	Iteration 48Q: 3 clusters Score -2925706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2925708.750000 Penalty: 3257.835938
	Iteration 49Q: 3 clusters Score -2925709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2925718.000000 Penalty: 3257.835938
	Iteration 50Q: 3 clusters Score -2925718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2925726.750000 Penalty: 3257.835938
	Iteration 51Q: 3 clusters Score -2925727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2925735.000000 Penalty: 3257.835938
	Iteration 52Q: 3 clusters Score -2925735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2925748.500000 Penalty: 3257.835938
	Iteration 53Q: 3 clusters Score -2925748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2925754.500000 Penalty: 3257.835938
	Iteration 54Q: 3 clusters Score -2925754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2925756.000000 Penalty: 3257.835938
	Iteration 55Q: 3 clusters Score -2925756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2925760.250000 Penalty: 3257.835938
	Iteration 56Q: 3 clusters Score -2925760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2925765.000000 Penalty: 3257.835938
	Iteration 57Q: 3 clusters Score -2925765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2925776.500000 Penalty: 3257.835938
	Iteration 58Q: 3 clusters Score -2925776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2925781.750000 Penalty: 3257.835938
	Iteration 59Q: 3 clusters Score -2925782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2925781.250000 Penalty: 3257.835938
	Iteration 60F: 3 clusters Score -2925781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2925785.000000 Penalty: 3257.835938
	Iteration 61Q: 3 clusters Score -2925785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2925786.500000 Penalty: 3257.835938
	Iteration 62Q: 3 clusters Score -2925786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2925783.500000 Penalty: 3257.835938
	Iteration 63Q: 3 clusters Score -2925784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2925795.000000 Penalty: 3257.835938
	Iteration 64Q: 3 clusters Score -2925795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2925791.250000 Penalty: 3257.835938
	Iteration 65Q: 3 clusters Score -2925791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2925802.750000 Penalty: 3257.835938
	Iteration 66Q: 3 clusters Score -2925803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2925801.250000 Penalty: 3257.835938
	Iteration 67Q: 3 clusters Score -2925801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2925807.750000 Penalty: 3257.835938
	Iteration 68Q: 3 clusters Score -2925808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2925803.500000 Penalty: 3257.835938
	Iteration 69Q: 3 clusters Score -2925804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2925809.750000 Penalty: 3257.835938
	Iteration 70Q: 3 clusters Score -2925810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2925809.000000 Penalty: 3257.835938
	Iteration 71Q: 3 clusters Score -2925809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2925813.750000 Penalty: 3257.835938
	Iteration 72Q: 3 clusters Score -2925814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2925812.500000 Penalty: 3257.835938
	Iteration 73Q: 3 clusters Score -2925812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2925811.750000 Penalty: 3257.835938
	Iteration 74Q: 3 clusters Score -2925812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2925809.750000 Penalty: 3257.835938
	Iteration 75Q: 3 clusters Score -2925810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2925815.000000 Penalty: 3257.835938
	Iteration 76Q: 3 clusters Score -2925815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2925813.250000 Penalty: 3257.835938
	Iteration 77Q: 3 clusters Score -2925813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2925813.250000 Penalty: 3257.835938
	Iteration 78F: 3 clusters Score -2925813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -101451.648438 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -101451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100197.085938 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -100197.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100510.343750 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -100510.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100685.421875 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -100685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100796.093750 Penalty: 2181.315674
	Iteration 3F: 3 clusters Score -100796.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100903.632812 Penalty: 2181.315674
	Iteration 4F: 3 clusters Score -100903.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100956.132812 Penalty: 2181.315674
	Iteration 5F: 3 clusters Score -100956.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100981.570312 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -100981.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101002.179688 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -101002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101013.695312 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -101013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101016.539062 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -101016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101018.296875 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -101018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101020.085938 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -101020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101020.085938 Penalty: 2181.315674
	Iteration 12F: 3 clusters Score -101020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -52447.671875 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -52447.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51448.914062 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -51448.91 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52091.636719 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -52091.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52456.500000 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -52456.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52728.136719 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -52728.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52967.675781 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -52967.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53071.023438 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -53071.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53159.992188 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -53159.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53213.750000 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -53213.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53229.117188 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -53229.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53232.117188 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -53232.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53232.117188 Penalty: 2099.977051
	Iteration 10F: 3 clusters Score -53232.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Mstep: Class 52 contains 338 members 
Entering Unmasked Estep 
Score: -86002216.000000 Penalty: 113252.593750
Splitting cluster 7 changes total score from -86002600.000000 to -86002216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -60126.113281 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -60126.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59008.003906 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -59008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59368.027344 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -59368.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59555.566406 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -59555.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59677.117188 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -59677.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59746.695312 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -59746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59774.855469 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -59774.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59801.140625 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -59801.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59816.847656 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -59816.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59828.378906 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -59828.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59832.550781 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -59832.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59839.042969 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -59839.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59845.425781 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -59845.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59848.019531 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -59848.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59851.769531 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -59851.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59853.898438 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -59853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59853.898438 Penalty: 2079.002197
	Iteration 15F: 3 clusters Score -59853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Entering Unmasked Estep 
Score: -5995280.000000 Penalty: 1740.923096
	Iteration 0F: 2 clusters Score -5995280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5965218.000000 Penalty: 3481.846191
	Iteration 0F: 3 clusters Score -5965218 nChanged 21087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5977503.000000 Penalty: 3481.846191
	Iteration 1F: 3 clusters Score -5977503 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5978192.000000 Penalty: 3481.846191
	Iteration 2Q: 3 clusters Score -5978192 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5979035.000000 Penalty: 3481.846191
	Iteration 3Q: 3 clusters Score -5979035 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5980251.000000 Penalty: 3481.846191
	Iteration 4F: 3 clusters Score -5980251 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5981929.000000 Penalty: 3481.846191
	Iteration 5F: 3 clusters Score -5981929 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5984379.000000 Penalty: 3481.846191
	Iteration 6F: 3 clusters Score -5984379 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5987309.000000 Penalty: 3481.846191
	Iteration 7F: 3 clusters Score -5987309 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5989957.000000 Penalty: 3481.846191
	Iteration 8F: 3 clusters Score -5989957 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5991770.500000 Penalty: 3481.846191
	Iteration 9Q: 3 clusters Score -5991770 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5992803.500000 Penalty: 3481.846191
	Iteration 10Q: 3 clusters Score -5992804 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5993260.500000 Penalty: 3481.846191
	Iteration 11Q: 3 clusters Score -5993260 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5993498.000000 Penalty: 3481.846191
	Iteration 12Q: 3 clusters Score -5993498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5993621.000000 Penalty: 3481.846191
	Iteration 13Q: 3 clusters Score -5993621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5993695.500000 Penalty: 3481.846191
	Iteration 14Q: 3 clusters Score -5993696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5993752.500000 Penalty: 3481.846191
	Iteration 15Q: 3 clusters Score -5993752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5993796.000000 Penalty: 3481.846191
	Iteration 16Q: 3 clusters Score -5993796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5993822.500000 Penalty: 3481.846191
	Iteration 17Q: 3 clusters Score -5993822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5993834.500000 Penalty: 3481.846191
	Iteration 18Q: 3 clusters Score -5993834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5993849.500000 Penalty: 3481.846191
	Iteration 19Q: 3 clusters Score -5993850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5993863.000000 Penalty: 3481.846191
	Iteration 20F: 3 clusters Score -5993863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5993866.500000 Penalty: 3481.846191
	Iteration 21Q: 3 clusters Score -5993866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5993867.000000 Penalty: 3481.846191
	Iteration 22Q: 3 clusters Score -5993867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5993873.000000 Penalty: 3481.846191
	Iteration 23Q: 3 clusters Score -5993873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5993873.000000 Penalty: 3481.846191
	Iteration 24Q: 3 clusters Score -5993873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5993876.500000 Penalty: 3481.846191
	Iteration 25Q: 3 clusters Score -5993876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5993874.000000 Penalty: 3481.846191
	Iteration 26Q: 3 clusters Score -5993874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5993874.000000 Penalty: 3481.846191
	Iteration 27Q: 3 clusters Score -5993874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5993876.000000 Penalty: 3481.846191
	Iteration 28Q: 3 clusters Score -5993876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5993885.500000 Penalty: 3481.846191
	Iteration 29Q: 3 clusters Score -5993886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5993883.500000 Penalty: 3481.846191
	Iteration 30Q: 3 clusters Score -5993884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5993883.500000 Penalty: 3481.846191
	Iteration 31Q: 3 clusters Score -5993884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5993883.500000 Penalty: 3481.846191
	Iteration 32F: 3 clusters Score -5993884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -1041318.312500 Penalty: 1456.575928
	Iteration 0F: 2 clusters Score -1041318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1035577.750000 Penalty: 2913.151855
	Iteration 0F: 3 clusters Score -1035578 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1037275.250000 Penalty: 2913.151855
	Iteration 1F: 3 clusters Score -1037275 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1037560.562500 Penalty: 2913.151855
	Iteration 2F: 3 clusters Score -1037561 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1037809.750000 Penalty: 2913.151855
	Iteration 3F: 3 clusters Score -1037810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1038006.312500 Penalty: 2913.151855
	Iteration 4Q: 3 clusters Score -1038006 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1038187.187500 Penalty: 2913.151855
	Iteration 5Q: 3 clusters Score -1038187 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1038351.750000 Penalty: 2913.151855
	Iteration 6Q: 3 clusters Score -1038352 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1038505.375000 Penalty: 2913.151855
	Iteration 7Q: 3 clusters Score -1038505 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1038684.250000 Penalty: 2913.151855
	Iteration 8Q: 3 clusters Score -1038684 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1038884.812500 Penalty: 2913.151855
	Iteration 9Q: 3 clusters Score -1038885 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1039059.750000 Penalty: 2913.151855
	Iteration 10Q: 3 clusters Score -1039060 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1039215.125000 Penalty: 2913.151855
	Iteration 11Q: 3 clusters Score -1039215 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1039347.187500 Penalty: 2913.151855
	Iteration 12Q: 3 clusters Score -1039347 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1039486.625000 Penalty: 2913.151855
	Iteration 13Q: 3 clusters Score -1039487 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1039593.437500 Penalty: 2913.151855
	Iteration 14Q: 3 clusters Score -1039593 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1039671.125000 Penalty: 2913.151855
	Iteration 15Q: 3 clusters Score -1039671 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1039730.750000 Penalty: 2913.151855
	Iteration 16Q: 3 clusters Score -1039731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1039782.937500 Penalty: 2913.151855
	Iteration 17Q: 3 clusters Score -1039783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1039812.812500 Penalty: 2913.151855
	Iteration 18Q: 3 clusters Score -1039813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1039845.187500 Penalty: 2913.151855
	Iteration 19Q: 3 clusters Score -1039845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1039864.062500 Penalty: 2913.151855
	Iteration 20F: 3 clusters Score -1039864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1039880.312500 Penalty: 2913.151855
	Iteration 21Q: 3 clusters Score -1039880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1039891.125000 Penalty: 2913.151855
	Iteration 22Q: 3 clusters Score -1039891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1039907.437500 Penalty: 2913.151855
	Iteration 23Q: 3 clusters Score -1039907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1039921.187500 Penalty: 2913.151855
	Iteration 24Q: 3 clusters Score -1039921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1039935.187500 Penalty: 2913.151855
	Iteration 25Q: 3 clusters Score -1039935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1039950.937500 Penalty: 2913.151855
	Iteration 26Q: 3 clusters Score -1039951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1039968.937500 Penalty: 2913.151855
	Iteration 27Q: 3 clusters Score -1039969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1039979.000000 Penalty: 2913.151855
	Iteration 28Q: 3 clusters Score -1039979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1039989.125000 Penalty: 2913.151855
	Iteration 29Q: 3 clusters Score -1039989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1039997.687500 Penalty: 2913.151855
	Iteration 30Q: 3 clusters Score -1039998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1040003.000000 Penalty: 2913.151855
	Iteration 31Q: 3 clusters Score -1040003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1040009.562500 Penalty: 2913.151855
	Iteration 32Q: 3 clusters Score -1040010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1040019.937500 Penalty: 2913.151855
	Iteration 33Q: 3 clusters Score -1040020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1040029.562500 Penalty: 2913.151855
	Iteration 34Q: 3 clusters Score -1040030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1040034.750000 Penalty: 2913.151855
	Iteration 35Q: 3 clusters Score -1040035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1040040.375000 Penalty: 2913.151855
	Iteration 36Q: 3 clusters Score -1040040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1040047.562500 Penalty: 2913.151855
	Iteration 37Q: 3 clusters Score -1040048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1040049.500000 Penalty: 2913.151855
	Iteration 38Q: 3 clusters Score -1040050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1040052.937500 Penalty: 2913.151855
	Iteration 39Q: 3 clusters Score -1040053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1040055.937500 Penalty: 2913.151855
	Iteration 40F: 3 clusters Score -1040056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1040062.312500 Penalty: 2913.151855
	Iteration 41Q: 3 clusters Score -1040062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1040069.562500 Penalty: 2913.151855
	Iteration 42Q: 3 clusters Score -1040070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1040071.062500 Penalty: 2913.151855
	Iteration 43Q: 3 clusters Score -1040071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1040074.875000 Penalty: 2913.151855
	Iteration 44Q: 3 clusters Score -1040075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1040080.000000 Penalty: 2913.151855
	Iteration 45Q: 3 clusters Score -1040080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1040084.062500 Penalty: 2913.151855
	Iteration 46Q: 3 clusters Score -1040084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1040086.312500 Penalty: 2913.151855
	Iteration 47Q: 3 clusters Score -1040086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1040090.062500 Penalty: 2913.151855
	Iteration 48Q: 3 clusters Score -1040090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1040095.937500 Penalty: 2913.151855
	Iteration 49Q: 3 clusters Score -1040096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1040102.000000 Penalty: 2913.151855
	Iteration 50Q: 3 clusters Score -1040102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1040107.562500 Penalty: 2913.151855
	Iteration 51Q: 3 clusters Score -1040108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1040110.000000 Penalty: 2913.151855
	Iteration 52Q: 3 clusters Score -1040110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1040112.562500 Penalty: 2913.151855
	Iteration 53Q: 3 clusters Score -1040113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1040116.437500 Penalty: 2913.151855
	Iteration 54Q: 3 clusters Score -1040116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1040118.437500 Penalty: 2913.151855
	Iteration 55Q: 3 clusters Score -1040118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1040119.187500 Penalty: 2913.151855
	Iteration 56Q: 3 clusters Score -1040119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1040122.500000 Penalty: 2913.151855
	Iteration 57Q: 3 clusters Score -1040122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1040121.812500 Penalty: 2913.151855
	Iteration 58Q: 3 clusters Score -1040122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1040124.000000 Penalty: 2913.151855
	Iteration 59Q: 3 clusters Score -1040124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1040125.312500 Penalty: 2913.151855
	Iteration 60F: 3 clusters Score -1040125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1040126.187500 Penalty: 2913.151855
	Iteration 61Q: 3 clusters Score -1040126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1040126.187500 Penalty: 2913.151855
	Iteration 62F: 3 clusters Score -1040126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -256305.000000 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -256305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -254233.093750 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -254233.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254658.375000 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -254658.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -254784.046875 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -254784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -254856.593750 Penalty: 2459.387207
	Iteration 3F: 3 clusters Score -254856.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -254916.234375 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -254916.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -254956.687500 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -254956.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -254991.828125 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -254991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -255015.171875 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -255015.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -255040.703125 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -255040.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -255059.343750 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -255059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -255078.671875 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -255078.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255094.296875 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -255094.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255102.500000 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -255102.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255107.312500 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -255107.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -255112.328125 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -255112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -255117.031250 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -255117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -255129.812500 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -255129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -255147.406250 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -255147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -255158.046875 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -255158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -255167.265625 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -255167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -255175.546875 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -255175.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255181.390625 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -255181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255184.312500 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -255184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -255187.593750 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -255187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -255190.187500 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -255190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -255191.156250 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -255191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -255193.250000 Penalty: 2459.387207
	Iteration 26Q: 3 clusters Score -255193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -255194.375000 Penalty: 2459.387207
	Iteration 27Q: 3 clusters Score -255194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -255195.968750 Penalty: 2459.387207
	Iteration 28Q: 3 clusters Score -255196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -255196.875000 Penalty: 2459.387207
	Iteration 29Q: 3 clusters Score -255196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -255197.343750 Penalty: 2459.387207
	Iteration 30Q: 3 clusters Score -255197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -255197.500000 Penalty: 2459.387207
	Iteration 31Q: 3 clusters Score -255197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -255198.343750 Penalty: 2459.387207
	Iteration 32Q: 3 clusters Score -255198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -255198.312500 Penalty: 2459.387207
	Iteration 33Q: 3 clusters Score -255198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255198.828125 Penalty: 2459.387207
	Iteration 34Q: 3 clusters Score -255198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -255200.484375 Penalty: 2459.387207
	Iteration 35Q: 3 clusters Score -255200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -255200.812500 Penalty: 2459.387207
	Iteration 36Q: 3 clusters Score -255200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -255202.234375 Penalty: 2459.387207
	Iteration 37Q: 3 clusters Score -255202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -255202.234375 Penalty: 2459.387207
	Iteration 38F: 3 clusters Score -255202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Entering Unmasked Estep 
Score: -2062931.500000 Penalty: 1578.420410
	Iteration 0F: 2 clusters Score -2062932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2051476.625000 Penalty: 3156.840820
	Iteration 0F: 3 clusters Score -2051477 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2055628.500000 Penalty: 3156.840820
	Iteration 1F: 3 clusters Score -2055628 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2056071.125000 Penalty: 3156.840820
	Iteration 2F: 3 clusters Score -2056071 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2056560.500000 Penalty: 3156.840820
	Iteration 3F: 3 clusters Score -2056560 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2057157.625000 Penalty: 3156.840820
	Iteration 4F: 3 clusters Score -2057158 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2057949.500000 Penalty: 3156.840820
	Iteration 5F: 3 clusters Score -2057950 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2058857.000000 Penalty: 3156.840820
	Iteration 6F: 3 clusters Score -2058857 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2059726.625000 Penalty: 3156.840820
	Iteration 7F: 3 clusters Score -2059727 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2060457.125000 Penalty: 3156.840820
	Iteration 8Q: 3 clusters Score -2060457 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2060976.250000 Penalty: 3156.840820
	Iteration 9Q: 3 clusters Score -2060976 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2061364.750000 Penalty: 3156.840820
	Iteration 10Q: 3 clusters Score -2061365 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2061631.750000 Penalty: 3156.840820
	Iteration 11Q: 3 clusters Score -2061632 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2061825.375000 Penalty: 3156.840820
	Iteration 12Q: 3 clusters Score -2061825 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2061984.625000 Penalty: 3156.840820
	Iteration 13Q: 3 clusters Score -2061985 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2062099.375000 Penalty: 3156.840820
	Iteration 14Q: 3 clusters Score -2062099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2062182.250000 Penalty: 3156.840820
	Iteration 15Q: 3 clusters Score -2062182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2062235.125000 Penalty: 3156.840820
	Iteration 16Q: 3 clusters Score -2062235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2062267.000000 Penalty: 3156.840820
	Iteration 17Q: 3 clusters Score -2062267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2062286.125000 Penalty: 3156.840820
	Iteration 18Q: 3 clusters Score -2062286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2062312.000000 Penalty: 3156.840820
	Iteration 19Q: 3 clusters Score -2062312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2062332.250000 Penalty: 3156.840820
	Iteration 20F: 3 clusters Score -2062332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2062357.000000 Penalty: 3156.840820
	Iteration 21Q: 3 clusters Score -2062357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2062380.625000 Penalty: 3156.840820
	Iteration 22Q: 3 clusters Score -2062381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2062406.375000 Penalty: 3156.840820
	Iteration 23Q: 3 clusters Score -2062406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2062443.625000 Penalty: 3156.840820
	Iteration 24Q: 3 clusters Score -2062444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2062474.750000 Penalty: 3156.840820
	Iteration 25Q: 3 clusters Score -2062475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2062504.125000 Penalty: 3156.840820
	Iteration 26Q: 3 clusters Score -2062504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2062528.625000 Penalty: 3156.840820
	Iteration 27Q: 3 clusters Score -2062529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2062550.500000 Penalty: 3156.840820
	Iteration 28Q: 3 clusters Score -2062550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2062559.250000 Penalty: 3156.840820
	Iteration 29Q: 3 clusters Score -2062559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2062564.375000 Penalty: 3156.840820
	Iteration 30Q: 3 clusters Score -2062564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2062572.875000 Penalty: 3156.840820
	Iteration 31Q: 3 clusters Score -2062573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2062573.625000 Penalty: 3156.840820
	Iteration 32Q: 3 clusters Score -2062574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2062577.875000 Penalty: 3156.840820
	Iteration 33Q: 3 clusters Score -2062578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2062578.000000 Penalty: 3156.840820
	Iteration 34Q: 3 clusters Score -2062578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2062582.250000 Penalty: 3156.840820
	Iteration 35Q: 3 clusters Score -2062582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2062583.875000 Penalty: 3156.840820
	Iteration 36Q: 3 clusters Score -2062584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2062583.875000 Penalty: 3156.840820
	Iteration 37F: 3 clusters Score -2062584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13359.822266 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12667.873047 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -12667.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12855.029297 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -12855.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12995.306641 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -12995.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13029.141602 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -13029.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13046.431641 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -13046.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13057.688477 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -13057.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13060.178711 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -13060.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13060.178711 Penalty: 1823.078369
	Iteration 7F: 3 clusters Score -13060.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -115742.187500 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -115742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114287.898438 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -114287.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114568.828125 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -114568.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114691.109375 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -114691.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114763.968750 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -114764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114834.742188 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -114834.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114880.914062 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -114880.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114905.312500 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -114905.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114918.656250 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -114918.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114936.632812 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -114936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -114949.664062 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -114949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114962.867188 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -114962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114965.750000 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -114965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114967.156250 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -114967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114968.289062 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -114968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114968.289062 Penalty: 2237.458252
	Iteration 14F: 3 clusters Score -114968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Entering Unmasked Estep 
Score: -7378884.500000 Penalty: 1775.023071
	Iteration 0F: 2 clusters Score -7378884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -7341898.500000 Penalty: 3550.046143
	Iteration 0F: 3 clusters Score -7341898 nChanged 26065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -7356857.000000 Penalty: 3550.046143
	Iteration 1F: 3 clusters Score -7356857 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -7357541.000000 Penalty: 3550.046143
	Iteration 2Q: 3 clusters Score -7357541 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -7358651.000000 Penalty: 3550.046143
	Iteration 3Q: 3 clusters Score -7358651 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -7360328.000000 Penalty: 3550.046143
	Iteration 4F: 3 clusters Score -7360328 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7362983.500000 Penalty: 3550.046143
	Iteration 5F: 3 clusters Score -7362984 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -7366242.500000 Penalty: 3550.046143
	Iteration 6F: 3 clusters Score -7366242 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -7369780.000000 Penalty: 3550.046143
	Iteration 7F: 3 clusters Score -7369780 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7372907.000000 Penalty: 3550.046143
	Iteration 8Q: 3 clusters Score -7372907 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7375389.500000 Penalty: 3550.046143
	Iteration 9Q: 3 clusters Score -7375390 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7376586.500000 Penalty: 3550.046143
	Iteration 10Q: 3 clusters Score -7376586 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -7377160.500000 Penalty: 3550.046143
	Iteration 11Q: 3 clusters Score -7377160 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -7377464.500000 Penalty: 3550.046143
	Iteration 12Q: 3 clusters Score -7377464 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -7377666.000000 Penalty: 3550.046143
	Iteration 13Q: 3 clusters Score -7377666 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -7377805.000000 Penalty: 3550.046143
	Iteration 14Q: 3 clusters Score -7377805 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7377897.500000 Penalty: 3550.046143
	Iteration 15Q: 3 clusters Score -7377898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -7377909.500000 Penalty: 3550.046143
	Iteration 16Q: 3 clusters Score -7377910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -7377933.500000 Penalty: 3550.046143
	Iteration 17Q: 3 clusters Score -7377934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7377958.000000 Penalty: 3550.046143
	Iteration 18Q: 3 clusters Score -7377958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -7377969.500000 Penalty: 3550.046143
	Iteration 19Q: 3 clusters Score -7377970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -7377974.000000 Penalty: 3550.046143
	Iteration 20F: 3 clusters Score -7377974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -7377974.000000 Penalty: 3550.046143
	Iteration 21Q: 3 clusters Score -7377974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -7377969.500000 Penalty: 3550.046143
	Iteration 22Q: 3 clusters Score -7377970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -7377988.000000 Penalty: 3550.046143
	Iteration 23Q: 3 clusters Score -7377988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -7377988.500000 Penalty: 3550.046143
	Iteration 24Q: 3 clusters Score -7377988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -7378018.000000 Penalty: 3550.046143
	Iteration 25Q: 3 clusters Score -7378018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -7378017.500000 Penalty: 3550.046143
	Iteration 26Q: 3 clusters Score -7378018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -7378019.000000 Penalty: 3550.046143
	Iteration 27Q: 3 clusters Score -7378019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -7378014.000000 Penalty: 3550.046143
	Iteration 28Q: 3 clusters Score -7378014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -7377998.000000 Penalty: 3550.046143
	Iteration 29Q: 3 clusters Score -7377998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -7378017.000000 Penalty: 3550.046143
	Iteration 30Q: 3 clusters Score -7378017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7378034.000000 Penalty: 3550.046143
	Iteration 31Q: 3 clusters Score -7378034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -7378035.500000 Penalty: 3550.046143
	Iteration 32Q: 3 clusters Score -7378036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -7378039.500000 Penalty: 3550.046143
	Iteration 33Q: 3 clusters Score -7378040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -7378047.500000 Penalty: 3550.046143
	Iteration 34Q: 3 clusters Score -7378048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -7378039.500000 Penalty: 3550.046143
	Iteration 35Q: 3 clusters Score -7378040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -7378058.000000 Penalty: 3550.046143
	Iteration 36Q: 3 clusters Score -7378058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -7378053.500000 Penalty: 3550.046143
	Iteration 37Q: 3 clusters Score -7378054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -7378051.500000 Penalty: 3550.046143
	Iteration 38Q: 3 clusters Score -7378052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -7378053.500000 Penalty: 3550.046143
	Iteration 39Q: 3 clusters Score -7378054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -7378053.000000 Penalty: 3550.046143
	Iteration 40F: 3 clusters Score -7378053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7378050.500000 Penalty: 3550.046143
	Iteration 41Q: 3 clusters Score -7378050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7378054.000000 Penalty: 3550.046143
	Iteration 42Q: 3 clusters Score -7378054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -7378049.500000 Penalty: 3550.046143
	Iteration 43Q: 3 clusters Score -7378050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -7378063.500000 Penalty: 3550.046143
	Iteration 44Q: 3 clusters Score -7378064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -7378064.000000 Penalty: 3550.046143
	Iteration 45Q: 3 clusters Score -7378064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -7378068.500000 Penalty: 3550.046143
	Iteration 46Q: 3 clusters Score -7378068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -7378071.500000 Penalty: 3550.046143
	Iteration 47Q: 3 clusters Score -7378072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -7378071.500000 Penalty: 3550.046143
	Iteration 48Q: 3 clusters Score -7378072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7378065.500000 Penalty: 3550.046143
	Iteration 49Q: 3 clusters Score -7378066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -7378065.000000 Penalty: 3550.046143
	Iteration 50Q: 3 clusters Score -7378065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -7378060.000000 Penalty: 3550.046143
	Iteration 51Q: 3 clusters Score -7378060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -7378064.000000 Penalty: 3550.046143
	Iteration 52Q: 3 clusters Score -7378064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -7378061.000000 Penalty: 3550.046143
	Iteration 53Q: 3 clusters Score -7378061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -7378073.000000 Penalty: 3550.046143
	Iteration 54Q: 3 clusters Score -7378073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -7378072.000000 Penalty: 3550.046143
	Iteration 55Q: 3 clusters Score -7378072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7378072.000000 Penalty: 3550.046143
	Iteration 56Q: 3 clusters Score -7378072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -7378071.500000 Penalty: 3550.046143
	Iteration 57Q: 3 clusters Score -7378072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -7378071.500000 Penalty: 3550.046143
	Iteration 58Q: 3 clusters Score -7378072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -7378071.500000 Penalty: 3550.046143
	Iteration 59Q: 3 clusters Score -7378072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -7378075.000000 Penalty: 3550.046143
	Iteration 60F: 3 clusters Score -7378075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -7378080.000000 Penalty: 3550.046143
	Iteration 61Q: 3 clusters Score -7378080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -7378074.500000 Penalty: 3550.046143
	Iteration 62Q: 3 clusters Score -7378074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -7378072.000000 Penalty: 3550.046143
	Iteration 63Q: 3 clusters Score -7378072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -7378069.500000 Penalty: 3550.046143
	Iteration 64Q: 3 clusters Score -7378070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -7378075.000000 Penalty: 3550.046143
	Iteration 65Q: 3 clusters Score -7378075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7378075.000000 Penalty: 3550.046143
	Iteration 66Q: 3 clusters Score -7378075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -7378077.000000 Penalty: 3550.046143
	Iteration 67Q: 3 clusters Score -7378077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -7378078.500000 Penalty: 3550.046143
	Iteration 68Q: 3 clusters Score -7378078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -7378080.000000 Penalty: 3550.046143
	Iteration 69Q: 3 clusters Score -7378080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -7378076.000000 Penalty: 3550.046143
	Iteration 70Q: 3 clusters Score -7378076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -7378071.000000 Penalty: 3550.046143
	Iteration 71Q: 3 clusters Score -7378071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7378065.500000 Penalty: 3550.046143
	Iteration 72Q: 3 clusters Score -7378066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7378065.500000 Penalty: 3550.046143
	Iteration 73F: 3 clusters Score -7378066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -67108.359375 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -67108.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66008.804688 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -66008.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66325.875000 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -66325.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66422.281250 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -66422.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66453.992188 Penalty: 2084.906494
	Iteration 3Q: 3 clusters Score -66453.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66464.421875 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -66464.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66474.117188 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -66474.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66482.648438 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -66482.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66489.945312 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -66489.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66495.843750 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -66495.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66504.054688 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -66504.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66522.765625 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -66522.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66544.500000 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -66544.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66573.984375 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -66573.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66635.968750 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -66635.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66686.992188 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -66686.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66759.710938 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -66759.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66858.046875 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -66858.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66928.531250 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -66928.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66957.226562 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -66957.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66977.976562 Penalty: 2084.906494
	Iteration 19Q: 3 clusters Score -66977.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66986.398438 Penalty: 2084.906494
	Iteration 20F: 3 clusters Score -66986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66998.671875 Penalty: 2084.906494
	Iteration 21Q: 3 clusters Score -66998.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67011.570312 Penalty: 2084.906494
	Iteration 22Q: 3 clusters Score -67011.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67015.406250 Penalty: 2084.906494
	Iteration 23Q: 3 clusters Score -67015.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67020.914062 Penalty: 2084.906494
	Iteration 24Q: 3 clusters Score -67020.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67032.304688 Penalty: 2084.906494
	Iteration 25Q: 3 clusters Score -67032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67038.000000 Penalty: 2084.906494
	Iteration 26Q: 3 clusters Score -67038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67039.437500 Penalty: 2084.906494
	Iteration 27Q: 3 clusters Score -67039.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67045.210938 Penalty: 2084.906494
	Iteration 28Q: 3 clusters Score -67045.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67045.210938 Penalty: 2084.906494
	Iteration 29F: 3 clusters Score -67045.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -258334.828125 Penalty: 1239.792114
	Iteration 0F: 2 clusters Score -258334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -256199.468750 Penalty: 2479.584229
	Iteration 0F: 3 clusters Score -256199.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -256708.375000 Penalty: 2479.584229
	Iteration 1F: 3 clusters Score -256708.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -256880.515625 Penalty: 2479.584229
	Iteration 2F: 3 clusters Score -256880.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257010.687500 Penalty: 2479.584229
	Iteration 3F: 3 clusters Score -257010.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257104.578125 Penalty: 2479.584229
	Iteration 4F: 3 clusters Score -257104.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -257189.359375 Penalty: 2479.584229
	Iteration 5Q: 3 clusters Score -257189.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257270.250000 Penalty: 2479.584229
	Iteration 6Q: 3 clusters Score -257270.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -257356.031250 Penalty: 2479.584229
	Iteration 7Q: 3 clusters Score -257356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257420.781250 Penalty: 2479.584229
	Iteration 8Q: 3 clusters Score -257420.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257471.453125 Penalty: 2479.584229
	Iteration 9Q: 3 clusters Score -257471.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -257506.328125 Penalty: 2479.584229
	Iteration 10Q: 3 clusters Score -257506.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -257537.500000 Penalty: 2479.584229
	Iteration 11Q: 3 clusters Score -257537.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -257554.515625 Penalty: 2479.584229
	Iteration 12Q: 3 clusters Score -257554.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257569.125000 Penalty: 2479.584229
	Iteration 13Q: 3 clusters Score -257569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257579.296875 Penalty: 2479.584229
	Iteration 14Q: 3 clusters Score -257579.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -257587.703125 Penalty: 2479.584229
	Iteration 15Q: 3 clusters Score -257587.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -257592.515625 Penalty: 2479.584229
	Iteration 16Q: 3 clusters Score -257592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -257595.828125 Penalty: 2479.584229
	Iteration 17Q: 3 clusters Score -257595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257599.046875 Penalty: 2479.584229
	Iteration 18Q: 3 clusters Score -257599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257599.578125 Penalty: 2479.584229
	Iteration 19Q: 3 clusters Score -257599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257599.578125 Penalty: 2479.584229
	Iteration 20F: 3 clusters Score -257599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1484951.250000 Penalty: 1520.363770
	Iteration 0F: 2 clusters Score -1484951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1476820.625000 Penalty: 3040.727539
	Iteration 0F: 3 clusters Score -1476821 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1479632.375000 Penalty: 3040.727539
	Iteration 1F: 3 clusters Score -1479632 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1480033.625000 Penalty: 3040.727539
	Iteration 2F: 3 clusters Score -1480034 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1480482.875000 Penalty: 3040.727539
	Iteration 3F: 3 clusters Score -1480483 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1480999.625000 Penalty: 3040.727539
	Iteration 4F: 3 clusters Score -1481000 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1481516.875000 Penalty: 3040.727539
	Iteration 5F: 3 clusters Score -1481517 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1481981.000000 Penalty: 3040.727539
	Iteration 6F: 3 clusters Score -1481981 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1482372.250000 Penalty: 3040.727539
	Iteration 7Q: 3 clusters Score -1482372 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1482653.625000 Penalty: 3040.727539
	Iteration 8Q: 3 clusters Score -1482654 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1482879.125000 Penalty: 3040.727539
	Iteration 9Q: 3 clusters Score -1482879 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1483046.875000 Penalty: 3040.727539
	Iteration 10Q: 3 clusters Score -1483047 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1483187.375000 Penalty: 3040.727539
	Iteration 11Q: 3 clusters Score -1483187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1483310.625000 Penalty: 3040.727539
	Iteration 12Q: 3 clusters Score -1483311 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1483418.375000 Penalty: 3040.727539
	Iteration 13Q: 3 clusters Score -1483418 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1483524.875000 Penalty: 3040.727539
	Iteration 14Q: 3 clusters Score -1483525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1483627.625000 Penalty: 3040.727539
	Iteration 15Q: 3 clusters Score -1483628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1483756.500000 Penalty: 3040.727539
	Iteration 16Q: 3 clusters Score -1483756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1483925.500000 Penalty: 3040.727539
	Iteration 17Q: 3 clusters Score -1483926 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1484100.125000 Penalty: 3040.727539
	Iteration 18Q: 3 clusters Score -1484100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1484254.000000 Penalty: 3040.727539
	Iteration 19Q: 3 clusters Score -1484254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1484409.250000 Penalty: 3040.727539
	Iteration 20F: 3 clusters Score -1484409 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1484569.125000 Penalty: 3040.727539
	Iteration 21Q: 3 clusters Score -1484569 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1484672.250000 Penalty: 3040.727539
	Iteration 22Q: 3 clusters Score -1484672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1484720.500000 Penalty: 3040.727539
	Iteration 23Q: 3 clusters Score -1484720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1484747.750000 Penalty: 3040.727539
	Iteration 24Q: 3 clusters Score -1484748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1484754.250000 Penalty: 3040.727539
	Iteration 25Q: 3 clusters Score -1484754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1484762.125000 Penalty: 3040.727539
	Iteration 26Q: 3 clusters Score -1484762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1484765.875000 Penalty: 3040.727539
	Iteration 27Q: 3 clusters Score -1484766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1484769.375000 Penalty: 3040.727539
	Iteration 28Q: 3 clusters Score -1484769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1484772.000000 Penalty: 3040.727539
	Iteration 29Q: 3 clusters Score -1484772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1484771.000000 Penalty: 3040.727539
	Iteration 30Q: 3 clusters Score -1484771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1484771.375000 Penalty: 3040.727539
	Iteration 31Q: 3 clusters Score -1484771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1484771.250000 Penalty: 3040.727539
	Iteration 32Q: 3 clusters Score -1484771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1484773.375000 Penalty: 3040.727539
	Iteration 33Q: 3 clusters Score -1484773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1484773.750000 Penalty: 3040.727539
	Iteration 34Q: 3 clusters Score -1484774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1484775.750000 Penalty: 3040.727539
	Iteration 35Q: 3 clusters Score -1484776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1484775.750000 Penalty: 3040.727539
	Iteration 36F: 3 clusters Score -1484776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -13490.434570 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -13490.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12782.909180 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -12782.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13049.091797 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -13049.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13281.842773 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -13281.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13469.416992 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -13469.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13564.820312 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -13564.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13594.304688 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -13594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13603.529297 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -13603.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13612.760742 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -13612.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13614.874023 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -13614.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13615.800781 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -13615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13617.010742 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -13617.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13617.010742 Penalty: 1858.033936
	Iteration 11F: 3 clusters Score -13617.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 169 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Mstep: Class 52 contains 135 members 
Entering Unmasked Estep 
Score: -86001408.000000 Penalty: 113252.593750
Splitting cluster 19 changes total score from -86002600.000000 to -86001408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -25816.517578 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -25816.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25070.767578 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -25070.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25182.324219 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -25182.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25208.476562 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -25208.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25218.820312 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -25218.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25236.525391 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -25236.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25256.765625 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -25256.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25277.494141 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -25277.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25305.306641 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -25305.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25326.039062 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -25326.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25326.039062 Penalty: 1770.189575
	Iteration 9F: 3 clusters Score -25326.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -646340.937500 Penalty: 1382.967896
	Iteration 0F: 2 clusters Score -646340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -642412.625000 Penalty: 2765.935791
	Iteration 0F: 3 clusters Score -642412.6 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -643483.125000 Penalty: 2765.935791
	Iteration 1F: 3 clusters Score -643483.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -643652.625000 Penalty: 2765.935791
	Iteration 2F: 3 clusters Score -643652.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -643797.812500 Penalty: 2765.935791
	Iteration 3F: 3 clusters Score -643797.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -643939.937500 Penalty: 2765.935791
	Iteration 4Q: 3 clusters Score -643939.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -644099.500000 Penalty: 2765.935791
	Iteration 5Q: 3 clusters Score -644099.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -644293.750000 Penalty: 2765.935791
	Iteration 6F: 3 clusters Score -644293.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -644484.375000 Penalty: 2765.935791
	Iteration 7F: 3 clusters Score -644484.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -644663.812500 Penalty: 2765.935791
	Iteration 8Q: 3 clusters Score -644663.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -644815.812500 Penalty: 2765.935791
	Iteration 9Q: 3 clusters Score -644815.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -644923.000000 Penalty: 2765.935791
	Iteration 10Q: 3 clusters Score -644923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -644977.125000 Penalty: 2765.935791
	Iteration 11Q: 3 clusters Score -644977.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -645026.625000 Penalty: 2765.935791
	Iteration 12Q: 3 clusters Score -645026.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -645067.875000 Penalty: 2765.935791
	Iteration 13Q: 3 clusters Score -645067.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -645095.625000 Penalty: 2765.935791
	Iteration 14Q: 3 clusters Score -645095.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -645116.750000 Penalty: 2765.935791
	Iteration 15Q: 3 clusters Score -645116.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -645131.750000 Penalty: 2765.935791
	Iteration 16Q: 3 clusters Score -645131.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -645153.437500 Penalty: 2765.935791
	Iteration 17Q: 3 clusters Score -645153.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -645172.562500 Penalty: 2765.935791
	Iteration 18Q: 3 clusters Score -645172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -645186.000000 Penalty: 2765.935791
	Iteration 19Q: 3 clusters Score -645186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -645199.250000 Penalty: 2765.935791
	Iteration 20F: 3 clusters Score -645199.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -645210.250000 Penalty: 2765.935791
	Iteration 21Q: 3 clusters Score -645210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -645217.937500 Penalty: 2765.935791
	Iteration 22Q: 3 clusters Score -645217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -645223.312500 Penalty: 2765.935791
	Iteration 23Q: 3 clusters Score -645223.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -645228.687500 Penalty: 2765.935791
	Iteration 24Q: 3 clusters Score -645228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -645231.812500 Penalty: 2765.935791
	Iteration 25Q: 3 clusters Score -645231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -645234.125000 Penalty: 2765.935791
	Iteration 26Q: 3 clusters Score -645234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -645239.000000 Penalty: 2765.935791
	Iteration 27Q: 3 clusters Score -645239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -645240.937500 Penalty: 2765.935791
	Iteration 28Q: 3 clusters Score -645240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -645241.875000 Penalty: 2765.935791
	Iteration 29Q: 3 clusters Score -645241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -645243.250000 Penalty: 2765.935791
	Iteration 30Q: 3 clusters Score -645243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -645242.750000 Penalty: 2765.935791
	Iteration 31Q: 3 clusters Score -645242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -645242.750000 Penalty: 2765.935791
	Iteration 32F: 3 clusters Score -645242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2425053.500000 Penalty: 1597.724731
	Iteration 0F: 2 clusters Score -2425054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2412350.750000 Penalty: 3195.449463
	Iteration 0F: 3 clusters Score -2412351 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2416945.500000 Penalty: 3195.449463
	Iteration 1F: 3 clusters Score -2416946 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2417234.000000 Penalty: 3195.449463
	Iteration 2Q: 3 clusters Score -2417234 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2417510.750000 Penalty: 3195.449463
	Iteration 3Q: 3 clusters Score -2417511 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2417787.500000 Penalty: 3195.449463
	Iteration 4Q: 3 clusters Score -2417788 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2418133.750000 Penalty: 3195.449463
	Iteration 5Q: 3 clusters Score -2418134 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2418604.000000 Penalty: 3195.449463
	Iteration 6Q: 3 clusters Score -2418604 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2419236.250000 Penalty: 3195.449463
	Iteration 7F: 3 clusters Score -2419236 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2419985.250000 Penalty: 3195.449463
	Iteration 8F: 3 clusters Score -2419985 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2420857.250000 Penalty: 3195.449463
	Iteration 9F: 3 clusters Score -2420857 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2421822.250000 Penalty: 3195.449463
	Iteration 10F: 3 clusters Score -2421822 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2422656.250000 Penalty: 3195.449463
	Iteration 11Q: 3 clusters Score -2422656 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2423130.250000 Penalty: 3195.449463
	Iteration 12Q: 3 clusters Score -2423130 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2423388.500000 Penalty: 3195.449463
	Iteration 13Q: 3 clusters Score -2423388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2423492.500000 Penalty: 3195.449463
	Iteration 14Q: 3 clusters Score -2423492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2423554.000000 Penalty: 3195.449463
	Iteration 15Q: 3 clusters Score -2423554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2423598.250000 Penalty: 3195.449463
	Iteration 16Q: 3 clusters Score -2423598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2423620.000000 Penalty: 3195.449463
	Iteration 17Q: 3 clusters Score -2423620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2423626.000000 Penalty: 3195.449463
	Iteration 18Q: 3 clusters Score -2423626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2423630.250000 Penalty: 3195.449463
	Iteration 19Q: 3 clusters Score -2423630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2423632.000000 Penalty: 3195.449463
	Iteration 20F: 3 clusters Score -2423632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2423635.250000 Penalty: 3195.449463
	Iteration 21Q: 3 clusters Score -2423635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2423637.500000 Penalty: 3195.449463
	Iteration 22Q: 3 clusters Score -2423638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2423640.250000 Penalty: 3195.449463
	Iteration 23Q: 3 clusters Score -2423640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2423640.250000 Penalty: 3195.449463
	Iteration 24F: 3 clusters Score -2423640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Entering Unmasked Estep 
Score: -2586138.250000 Penalty: 1572.026855
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2575205.500000 Penalty: 3144.053711
	Iteration 0F: 3 clusters Score -2575206 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2579032.500000 Penalty: 3144.053711
	Iteration 1F: 3 clusters Score -2579032 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2579335.750000 Penalty: 3144.053711
	Iteration 2F: 3 clusters Score -2579336 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2579584.250000 Penalty: 3144.053711
	Iteration 3Q: 3 clusters Score -2579584 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2579814.500000 Penalty: 3144.053711
	Iteration 4Q: 3 clusters Score -2579814 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2580042.750000 Penalty: 3144.053711
	Iteration 5Q: 3 clusters Score -2580043 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2580342.000000 Penalty: 3144.053711
	Iteration 6Q: 3 clusters Score -2580342 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2580748.000000 Penalty: 3144.053711
	Iteration 7Q: 3 clusters Score -2580748 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2581273.750000 Penalty: 3144.053711
	Iteration 8F: 3 clusters Score -2581274 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2582009.000000 Penalty: 3144.053711
	Iteration 9F: 3 clusters Score -2582009 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2583027.250000 Penalty: 3144.053711
	Iteration 10F: 3 clusters Score -2583027 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2584019.250000 Penalty: 3144.053711
	Iteration 11F: 3 clusters Score -2584019 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2584715.500000 Penalty: 3144.053711
	Iteration 12Q: 3 clusters Score -2584716 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2585106.250000 Penalty: 3144.053711
	Iteration 13Q: 3 clusters Score -2585106 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2585299.250000 Penalty: 3144.053711
	Iteration 14Q: 3 clusters Score -2585299 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2585415.250000 Penalty: 3144.053711
	Iteration 15Q: 3 clusters Score -2585415 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2585511.250000 Penalty: 3144.053711
	Iteration 16Q: 3 clusters Score -2585511 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2585575.500000 Penalty: 3144.053711
	Iteration 17Q: 3 clusters Score -2585576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2585614.250000 Penalty: 3144.053711
	Iteration 18Q: 3 clusters Score -2585614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2585655.500000 Penalty: 3144.053711
	Iteration 19Q: 3 clusters Score -2585656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2585696.750000 Penalty: 3144.053711
	Iteration 20F: 3 clusters Score -2585697 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2585736.750000 Penalty: 3144.053711
	Iteration 21Q: 3 clusters Score -2585737 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2585776.250000 Penalty: 3144.053711
	Iteration 22Q: 3 clusters Score -2585776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2585801.500000 Penalty: 3144.053711
	Iteration 23Q: 3 clusters Score -2585802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2585856.250000 Penalty: 3144.053711
	Iteration 24Q: 3 clusters Score -2585856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2585891.750000 Penalty: 3144.053711
	Iteration 25Q: 3 clusters Score -2585892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2585935.500000 Penalty: 3144.053711
	Iteration 26Q: 3 clusters Score -2585936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2585981.000000 Penalty: 3144.053711
	Iteration 27Q: 3 clusters Score -2585981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2586016.750000 Penalty: 3144.053711
	Iteration 28Q: 3 clusters Score -2586017 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2586051.000000 Penalty: 3144.053711
	Iteration 29Q: 3 clusters Score -2586051 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2586087.750000 Penalty: 3144.053711
	Iteration 30Q: 3 clusters Score -2586088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2586104.750000 Penalty: 3144.053711
	Iteration 31Q: 3 clusters Score -2586105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2586138.500000 Penalty: 3144.053711
	Iteration 32Q: 3 clusters Score -2586138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2586153.500000 Penalty: 3144.053711
	Iteration 33Q: 3 clusters Score -2586154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2586169.250000 Penalty: 3144.053711
	Iteration 34Q: 3 clusters Score -2586169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2586190.750000 Penalty: 3144.053711
	Iteration 35Q: 3 clusters Score -2586191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2586208.000000 Penalty: 3144.053711
	Iteration 36Q: 3 clusters Score -2586208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2586214.000000 Penalty: 3144.053711
	Iteration 37Q: 3 clusters Score -2586214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2586221.000000 Penalty: 3144.053711
	Iteration 38Q: 3 clusters Score -2586221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2586234.250000 Penalty: 3144.053711
	Iteration 39Q: 3 clusters Score -2586234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2586235.000000 Penalty: 3144.053711
	Iteration 40F: 3 clusters Score -2586235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2586233.750000 Penalty: 3144.053711
	Iteration 41Q: 3 clusters Score -2586234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2586244.750000 Penalty: 3144.053711
	Iteration 42Q: 3 clusters Score -2586245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2586240.500000 Penalty: 3144.053711
	Iteration 43Q: 3 clusters Score -2586240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2586245.000000 Penalty: 3144.053711
	Iteration 44Q: 3 clusters Score -2586245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2586247.750000 Penalty: 3144.053711
	Iteration 45Q: 3 clusters Score -2586248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2586255.250000 Penalty: 3144.053711
	Iteration 46Q: 3 clusters Score -2586255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2586250.750000 Penalty: 3144.053711
	Iteration 47Q: 3 clusters Score -2586251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2586255.750000 Penalty: 3144.053711
	Iteration 48Q: 3 clusters Score -2586256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2586259.250000 Penalty: 3144.053711
	Iteration 49Q: 3 clusters Score -2586259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2586259.500000 Penalty: 3144.053711
	Iteration 50Q: 3 clusters Score -2586260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2586258.000000 Penalty: 3144.053711
	Iteration 51Q: 3 clusters Score -2586258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2586268.250000 Penalty: 3144.053711
	Iteration 52Q: 3 clusters Score -2586268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2586268.500000 Penalty: 3144.053711
	Iteration 53Q: 3 clusters Score -2586268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2586274.750000 Penalty: 3144.053711
	Iteration 54Q: 3 clusters Score -2586275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2586281.750000 Penalty: 3144.053711
	Iteration 55Q: 3 clusters Score -2586282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2586279.500000 Penalty: 3144.053711
	Iteration 56Q: 3 clusters Score -2586280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2586278.750000 Penalty: 3144.053711
	Iteration 57Q: 3 clusters Score -2586279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2586285.750000 Penalty: 3144.053711
	Iteration 58Q: 3 clusters Score -2586286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2586283.250000 Penalty: 3144.053711
	Iteration 59Q: 3 clusters Score -2586283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2586288.250000 Penalty: 3144.053711
	Iteration 60F: 3 clusters Score -2586288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2586286.500000 Penalty: 3144.053711
	Iteration 61Q: 3 clusters Score -2586286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2586288.250000 Penalty: 3144.053711
	Iteration 62Q: 3 clusters Score -2586288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2586291.500000 Penalty: 3144.053711
	Iteration 63Q: 3 clusters Score -2586292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2586290.250000 Penalty: 3144.053711
	Iteration 64Q: 3 clusters Score -2586290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2586294.000000 Penalty: 3144.053711
	Iteration 65Q: 3 clusters Score -2586294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2586293.000000 Penalty: 3144.053711
	Iteration 66Q: 3 clusters Score -2586293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2586295.000000 Penalty: 3144.053711
	Iteration 67Q: 3 clusters Score -2586295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2586292.500000 Penalty: 3144.053711
	Iteration 68Q: 3 clusters Score -2586292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2586295.000000 Penalty: 3144.053711
	Iteration 69Q: 3 clusters Score -2586295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2586295.000000 Penalty: 3144.053711
	Iteration 70F: 3 clusters Score -2586295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 13434 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Mstep: Class 52 contains 2465 members 
Entering Unmasked Estep 
Score: -86002152.000000 Penalty: 113252.593750
Splitting cluster 23 changes total score from -86002600.000000 to -86002152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -38795.449219 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -38795.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37919.460938 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -37919.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38044.046875 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -38044.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38095.000000 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -38095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38129.136719 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -38129.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38168.886719 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -38168.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38198.230469 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -38198.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38210.238281 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -38210.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38211.812500 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -38211.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38212.156250 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -38212.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38212.156250 Penalty: 1897.262329
	Iteration 9F: 3 clusters Score -38212.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -34517.417969 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -34517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33583.957031 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -33583.96 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34018.875000 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -34018.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34216.718750 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -34216.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34269.574219 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -34269.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34313.656250 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -34313.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34355.320312 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -34355.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34422.109375 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -34422.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34437.683594 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -34437.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34445.523438 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -34445.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34465.246094 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -34465.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34503.613281 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -34503.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34512.015625 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -34512.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34514.109375 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -34514.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34519.031250 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -34519.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34538.863281 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -34538.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34547.996094 Penalty: 1973.739502
	Iteration 15Q: 3 clusters Score -34548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34563.886719 Penalty: 1973.739502
	Iteration 16Q: 3 clusters Score -34563.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34576.011719 Penalty: 1973.739502
	Iteration 17Q: 3 clusters Score -34576.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34584.445312 Penalty: 1973.739502
	Iteration 18Q: 3 clusters Score -34584.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34586.167969 Penalty: 1973.739502
	Iteration 19Q: 3 clusters Score -34586.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34587.492188 Penalty: 1973.739502
	Iteration 20F: 3 clusters Score -34587.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34588.882812 Penalty: 1973.739502
	Iteration 21Q: 3 clusters Score -34588.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34593.113281 Penalty: 1973.739502
	Iteration 22Q: 3 clusters Score -34593.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34594.191406 Penalty: 1973.739502
	Iteration 23Q: 3 clusters Score -34594.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34595.546875 Penalty: 1973.739502
	Iteration 24Q: 3 clusters Score -34595.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34595.546875 Penalty: 1973.739502
	Iteration 25F: 3 clusters Score -34595.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Mstep: Class 52 contains 173 members 
Entering Unmasked Estep 
Score: -86001456.000000 Penalty: 113252.593750
Splitting cluster 25 changes total score from -86002600.000000 to -86001456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -69625.750000 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -69625.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68525.945312 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -68525.95 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68801.273438 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -68801.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68904.828125 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -68904.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68989.046875 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -68989.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69046.585938 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -69046.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69061.960938 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -69061.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69065.742188 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -69065.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69067.804688 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -69067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69068.273438 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -69068.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69068.273438 Penalty: 2084.906494
	Iteration 9F: 3 clusters Score -69068.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Entering Unmasked Estep 
Score: -5419261.000000 Penalty: 1725.477417
	Iteration 0F: 2 clusters Score -5419261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5391838.500000 Penalty: 3450.954834
	Iteration 0F: 3 clusters Score -5391838 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5402611.500000 Penalty: 3450.954834
	Iteration 1F: 3 clusters Score -5402612 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -5403047.000000 Penalty: 3450.954834
	Iteration 2Q: 3 clusters Score -5403047 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5403593.000000 Penalty: 3450.954834
	Iteration 3Q: 3 clusters Score -5403593 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5404292.000000 Penalty: 3450.954834
	Iteration 4Q: 3 clusters Score -5404292 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5405093.000000 Penalty: 3450.954834
	Iteration 5Q: 3 clusters Score -5405093 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5406061.500000 Penalty: 3450.954834
	Iteration 6Q: 3 clusters Score -5406062 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5407257.500000 Penalty: 3450.954834
	Iteration 7F: 3 clusters Score -5407258 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -5408699.500000 Penalty: 3450.954834
	Iteration 8F: 3 clusters Score -5408700 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5410396.000000 Penalty: 3450.954834
	Iteration 9F: 3 clusters Score -5410396 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5412064.000000 Penalty: 3450.954834
	Iteration 10F: 3 clusters Score -5412064 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5413153.500000 Penalty: 3450.954834
	Iteration 11Q: 3 clusters Score -5413154 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -5413691.000000 Penalty: 3450.954834
	Iteration 12Q: 3 clusters Score -5413691 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5413982.500000 Penalty: 3450.954834
	Iteration 13Q: 3 clusters Score -5413982 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5414132.000000 Penalty: 3450.954834
	Iteration 14Q: 3 clusters Score -5414132 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5414264.500000 Penalty: 3450.954834
	Iteration 15Q: 3 clusters Score -5414264 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5414399.500000 Penalty: 3450.954834
	Iteration 16Q: 3 clusters Score -5414400 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5414512.500000 Penalty: 3450.954834
	Iteration 17Q: 3 clusters Score -5414512 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5414638.000000 Penalty: 3450.954834
	Iteration 18Q: 3 clusters Score -5414638 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5414774.000000 Penalty: 3450.954834
	Iteration 19Q: 3 clusters Score -5414774 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5414876.500000 Penalty: 3450.954834
	Iteration 20F: 3 clusters Score -5414876 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -5414987.500000 Penalty: 3450.954834
	Iteration 21Q: 3 clusters Score -5414988 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5415065.500000 Penalty: 3450.954834
	Iteration 22Q: 3 clusters Score -5415066 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -5415154.000000 Penalty: 3450.954834
	Iteration 23Q: 3 clusters Score -5415154 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5415225.500000 Penalty: 3450.954834
	Iteration 24Q: 3 clusters Score -5415226 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5415300.000000 Penalty: 3450.954834
	Iteration 25Q: 3 clusters Score -5415300 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5415355.000000 Penalty: 3450.954834
	Iteration 26Q: 3 clusters Score -5415355 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5415420.000000 Penalty: 3450.954834
	Iteration 27Q: 3 clusters Score -5415420 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5415468.500000 Penalty: 3450.954834
	Iteration 28Q: 3 clusters Score -5415468 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -5415541.500000 Penalty: 3450.954834
	Iteration 29Q: 3 clusters Score -5415542 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -5415599.000000 Penalty: 3450.954834
	Iteration 30Q: 3 clusters Score -5415599 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5415661.000000 Penalty: 3450.954834
	Iteration 31Q: 3 clusters Score -5415661 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5415744.500000 Penalty: 3450.954834
	Iteration 32Q: 3 clusters Score -5415744 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5415834.500000 Penalty: 3450.954834
	Iteration 33Q: 3 clusters Score -5415834 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5415917.000000 Penalty: 3450.954834
	Iteration 34Q: 3 clusters Score -5415917 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5415977.000000 Penalty: 3450.954834
	Iteration 35Q: 3 clusters Score -5415977 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5416048.000000 Penalty: 3450.954834
	Iteration 36Q: 3 clusters Score -5416048 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -5416129.500000 Penalty: 3450.954834
	Iteration 37Q: 3 clusters Score -5416130 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5416246.000000 Penalty: 3450.954834
	Iteration 38Q: 3 clusters Score -5416246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5416321.000000 Penalty: 3450.954834
	Iteration 39Q: 3 clusters Score -5416321 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -5416401.000000 Penalty: 3450.954834
	Iteration 40F: 3 clusters Score -5416401 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5416491.500000 Penalty: 3450.954834
	Iteration 41Q: 3 clusters Score -5416492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5416589.500000 Penalty: 3450.954834
	Iteration 42Q: 3 clusters Score -5416590 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5416649.000000 Penalty: 3450.954834
	Iteration 43Q: 3 clusters Score -5416649 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5416748.500000 Penalty: 3450.954834
	Iteration 44Q: 3 clusters Score -5416748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5416863.000000 Penalty: 3450.954834
	Iteration 45Q: 3 clusters Score -5416863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5416957.000000 Penalty: 3450.954834
	Iteration 46Q: 3 clusters Score -5416957 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5417065.500000 Penalty: 3450.954834
	Iteration 47Q: 3 clusters Score -5417066 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5417193.000000 Penalty: 3450.954834
	Iteration 48Q: 3 clusters Score -5417193 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5417282.500000 Penalty: 3450.954834
	Iteration 49Q: 3 clusters Score -5417282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5417376.500000 Penalty: 3450.954834
	Iteration 50Q: 3 clusters Score -5417376 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5417452.000000 Penalty: 3450.954834
	Iteration 51Q: 3 clusters Score -5417452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5417523.500000 Penalty: 3450.954834
	Iteration 52Q: 3 clusters Score -5417524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5417615.000000 Penalty: 3450.954834
	Iteration 53Q: 3 clusters Score -5417615 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5417710.000000 Penalty: 3450.954834
	Iteration 54Q: 3 clusters Score -5417710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5417769.000000 Penalty: 3450.954834
	Iteration 55Q: 3 clusters Score -5417769 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5417840.000000 Penalty: 3450.954834
	Iteration 56Q: 3 clusters Score -5417840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5417913.500000 Penalty: 3450.954834
	Iteration 57Q: 3 clusters Score -5417914 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -5417972.000000 Penalty: 3450.954834
	Iteration 58Q: 3 clusters Score -5417972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5418010.500000 Penalty: 3450.954834
	Iteration 59Q: 3 clusters Score -5418010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5418051.000000 Penalty: 3450.954834
	Iteration 60F: 3 clusters Score -5418051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5418099.000000 Penalty: 3450.954834
	Iteration 61Q: 3 clusters Score -5418099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5418141.000000 Penalty: 3450.954834
	Iteration 62Q: 3 clusters Score -5418141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5418179.500000 Penalty: 3450.954834
	Iteration 63Q: 3 clusters Score -5418180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5418205.000000 Penalty: 3450.954834
	Iteration 64Q: 3 clusters Score -5418205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5418205.500000 Penalty: 3450.954834
	Iteration 65Q: 3 clusters Score -5418206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5418204.500000 Penalty: 3450.954834
	Iteration 66Q: 3 clusters Score -5418204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5418224.000000 Penalty: 3450.954834
	Iteration 67Q: 3 clusters Score -5418224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5418217.000000 Penalty: 3450.954834
	Iteration 68Q: 3 clusters Score -5418217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5418220.500000 Penalty: 3450.954834
	Iteration 69Q: 3 clusters Score -5418220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5418227.500000 Penalty: 3450.954834
	Iteration 70Q: 3 clusters Score -5418228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5418234.500000 Penalty: 3450.954834
	Iteration 71Q: 3 clusters Score -5418234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5418232.000000 Penalty: 3450.954834
	Iteration 72Q: 3 clusters Score -5418232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5418234.500000 Penalty: 3450.954834
	Iteration 73Q: 3 clusters Score -5418234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5418228.000000 Penalty: 3450.954834
	Iteration 74Q: 3 clusters Score -5418228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -5418233.500000 Penalty: 3450.954834
	Iteration 75Q: 3 clusters Score -5418234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5418233.000000 Penalty: 3450.954834
	Iteration 76Q: 3 clusters Score -5418233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5418233.000000 Penalty: 3450.954834
	Iteration 77F: 3 clusters Score -5418233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Entering Unmasked Estep 
Score: -3553219.250000 Penalty: 1655.328003
	Iteration 0F: 2 clusters Score -3553219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3535311.750000 Penalty: 3310.656006
	Iteration 0F: 3 clusters Score -3535312 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3541965.000000 Penalty: 3310.656006
	Iteration 1F: 3 clusters Score -3541965 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3542297.000000 Penalty: 3310.656006
	Iteration 2Q: 3 clusters Score -3542297 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3542597.250000 Penalty: 3310.656006
	Iteration 3Q: 3 clusters Score -3542597 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3542850.750000 Penalty: 3310.656006
	Iteration 4Q: 3 clusters Score -3542851 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3543104.250000 Penalty: 3310.656006
	Iteration 5Q: 3 clusters Score -3543104 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3543359.000000 Penalty: 3310.656006
	Iteration 6Q: 3 clusters Score -3543359 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3543674.250000 Penalty: 3310.656006
	Iteration 7Q: 3 clusters Score -3543674 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3544043.500000 Penalty: 3310.656006
	Iteration 8Q: 3 clusters Score -3544044 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3544623.000000 Penalty: 3310.656006
	Iteration 9Q: 3 clusters Score -3544623 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3545474.250000 Penalty: 3310.656006
	Iteration 10F: 3 clusters Score -3545474 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3546690.500000 Penalty: 3310.656006
	Iteration 11F: 3 clusters Score -3546690 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3548154.250000 Penalty: 3310.656006
	Iteration 12F: 3 clusters Score -3548154 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3549538.500000 Penalty: 3310.656006
	Iteration 13F: 3 clusters Score -3549538 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3550630.000000 Penalty: 3310.656006
	Iteration 14Q: 3 clusters Score -3550630 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3551210.500000 Penalty: 3310.656006
	Iteration 15Q: 3 clusters Score -3551210 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3551491.000000 Penalty: 3310.656006
	Iteration 16Q: 3 clusters Score -3551491 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3551625.250000 Penalty: 3310.656006
	Iteration 17Q: 3 clusters Score -3551625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3551666.500000 Penalty: 3310.656006
	Iteration 18Q: 3 clusters Score -3551666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3551708.500000 Penalty: 3310.656006
	Iteration 19Q: 3 clusters Score -3551708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3551737.250000 Penalty: 3310.656006
	Iteration 20F: 3 clusters Score -3551737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3551746.750000 Penalty: 3310.656006
	Iteration 21Q: 3 clusters Score -3551747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3551757.250000 Penalty: 3310.656006
	Iteration 22Q: 3 clusters Score -3551757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3551760.250000 Penalty: 3310.656006
	Iteration 23Q: 3 clusters Score -3551760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3551766.750000 Penalty: 3310.656006
	Iteration 24Q: 3 clusters Score -3551767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3551766.750000 Penalty: 3310.656006
	Iteration 25F: 3 clusters Score -3551767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -1385115.625000 Penalty: 1504.948853
	Iteration 0F: 2 clusters Score -1385116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1377666.625000 Penalty: 3009.897705
	Iteration 0F: 3 clusters Score -1377667 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1380264.125000 Penalty: 3009.897705
	Iteration 1F: 3 clusters Score -1380264 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1380732.750000 Penalty: 3009.897705
	Iteration 2F: 3 clusters Score -1380733 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1381235.375000 Penalty: 3009.897705
	Iteration 3F: 3 clusters Score -1381235 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1381884.750000 Penalty: 3009.897705
	Iteration 4F: 3 clusters Score -1381885 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1382626.875000 Penalty: 3009.897705
	Iteration 5F: 3 clusters Score -1382627 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1383341.375000 Penalty: 3009.897705
	Iteration 6F: 3 clusters Score -1383341 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1383893.500000 Penalty: 3009.897705
	Iteration 7F: 3 clusters Score -1383894 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1384231.625000 Penalty: 3009.897705
	Iteration 8Q: 3 clusters Score -1384232 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1384421.750000 Penalty: 3009.897705
	Iteration 9Q: 3 clusters Score -1384422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1384498.375000 Penalty: 3009.897705
	Iteration 10Q: 3 clusters Score -1384498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1384532.500000 Penalty: 3009.897705
	Iteration 11Q: 3 clusters Score -1384532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1384552.125000 Penalty: 3009.897705
	Iteration 12Q: 3 clusters Score -1384552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1384562.625000 Penalty: 3009.897705
	Iteration 13Q: 3 clusters Score -1384563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1384571.250000 Penalty: 3009.897705
	Iteration 14Q: 3 clusters Score -1384571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1384578.250000 Penalty: 3009.897705
	Iteration 15Q: 3 clusters Score -1384578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1384579.500000 Penalty: 3009.897705
	Iteration 16Q: 3 clusters Score -1384580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1384582.250000 Penalty: 3009.897705
	Iteration 17Q: 3 clusters Score -1384582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1384582.250000 Penalty: 3009.897705
	Iteration 18Q: 3 clusters Score -1384582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1384583.000000 Penalty: 3009.897705
	Iteration 19Q: 3 clusters Score -1384583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1384584.500000 Penalty: 3009.897705
	Iteration 20F: 3 clusters Score -1384584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1384584.625000 Penalty: 3009.897705
	Iteration 21Q: 3 clusters Score -1384585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1384583.250000 Penalty: 3009.897705
	Iteration 22Q: 3 clusters Score -1384583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1384584.875000 Penalty: 3009.897705
	Iteration 23Q: 3 clusters Score -1384585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1384584.250000 Penalty: 3009.897705
	Iteration 24Q: 3 clusters Score -1384584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1384584.250000 Penalty: 3009.897705
	Iteration 25F: 3 clusters Score -1384584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (68008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Entering Unmasked Estep 
Score: -9093379.000000 Penalty: 1808.199341
	Iteration 0F: 2 clusters Score -9093379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -9048674.000000 Penalty: 3616.398682
	Iteration 0F: 3 clusters Score -9048674 nChanged 32229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9067110.000000 Penalty: 3616.398682
	Iteration 1F: 3 clusters Score -9067110 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -9067644.000000 Penalty: 3616.398682
	Iteration 2Q: 3 clusters Score -9067644 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -9068317.000000 Penalty: 3616.398682
	Iteration 3Q: 3 clusters Score -9068317 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -9069163.000000 Penalty: 3616.398682
	Iteration 4Q: 3 clusters Score -9069163 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -9070340.000000 Penalty: 3616.398682
	Iteration 5Q: 3 clusters Score -9070340 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -9072133.000000 Penalty: 3616.398682
	Iteration 6Q: 3 clusters Score -9072133 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -9074769.000000 Penalty: 3616.398682
	Iteration 7F: 3 clusters Score -9074769 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -9078402.000000 Penalty: 3616.398682
	Iteration 8F: 3 clusters Score -9078402 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -9082432.000000 Penalty: 3616.398682
	Iteration 9F: 3 clusters Score -9082432 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -9085607.000000 Penalty: 3616.398682
	Iteration 10F: 3 clusters Score -9085607 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -9087451.000000 Penalty: 3616.398682
	Iteration 11Q: 3 clusters Score -9087451 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9088521.000000 Penalty: 3616.398682
	Iteration 12Q: 3 clusters Score -9088521 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9089402.000000 Penalty: 3616.398682
	Iteration 13Q: 3 clusters Score -9089402 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9090126.000000 Penalty: 3616.398682
	Iteration 14Q: 3 clusters Score -9090126 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9090732.000000 Penalty: 3616.398682
	Iteration 15Q: 3 clusters Score -9090732 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -9091109.000000 Penalty: 3616.398682
	Iteration 16Q: 3 clusters Score -9091109 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -9091336.000000 Penalty: 3616.398682
	Iteration 17Q: 3 clusters Score -9091336 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -9091454.000000 Penalty: 3616.398682
	Iteration 18Q: 3 clusters Score -9091454 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -9091541.000000 Penalty: 3616.398682
	Iteration 19Q: 3 clusters Score -9091541 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -9091596.000000 Penalty: 3616.398682
	Iteration 20F: 3 clusters Score -9091596 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9091617.000000 Penalty: 3616.398682
	Iteration 21Q: 3 clusters Score -9091617 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -9091650.000000 Penalty: 3616.398682
	Iteration 22Q: 3 clusters Score -9091650 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -9091668.000000 Penalty: 3616.398682
	Iteration 23Q: 3 clusters Score -9091668 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -9091657.000000 Penalty: 3616.398682
	Iteration 24Q: 3 clusters Score -9091657 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -9091666.000000 Penalty: 3616.398682
	Iteration 25Q: 3 clusters Score -9091666 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -9091680.000000 Penalty: 3616.398682
	Iteration 26Q: 3 clusters Score -9091680 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -9091661.000000 Penalty: 3616.398682
	Iteration 27Q: 3 clusters Score -9091661 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -9091678.000000 Penalty: 3616.398682
	Iteration 28Q: 3 clusters Score -9091678 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9091676.000000 Penalty: 3616.398682
	Iteration 29Q: 3 clusters Score -9091676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -9091685.000000 Penalty: 3616.398682
	Iteration 30Q: 3 clusters Score -9091685 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -9091681.000000 Penalty: 3616.398682
	Iteration 31Q: 3 clusters Score -9091681 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -9091649.000000 Penalty: 3616.398682
	Iteration 32Q: 3 clusters Score -9091649 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -9091660.000000 Penalty: 3616.398682
	Iteration 33Q: 3 clusters Score -9091660 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -9091694.000000 Penalty: 3616.398682
	Iteration 34Q: 3 clusters Score -9091694 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -9091699.000000 Penalty: 3616.398682
	Iteration 35Q: 3 clusters Score -9091699 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -9091700.000000 Penalty: 3616.398682
	Iteration 36Q: 3 clusters Score -9091700 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9091677.000000 Penalty: 3616.398682
	Iteration 37Q: 3 clusters Score -9091677 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -9091685.000000 Penalty: 3616.398682
	Iteration 38Q: 3 clusters Score -9091685 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -9091674.000000 Penalty: 3616.398682
	Iteration 39Q: 3 clusters Score -9091674 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -9091676.000000 Penalty: 3616.398682
	Iteration 40F: 3 clusters Score -9091676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -9091649.000000 Penalty: 3616.398682
	Iteration 41Q: 3 clusters Score -9091649 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -9091626.000000 Penalty: 3616.398682
	Iteration 42Q: 3 clusters Score -9091626 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -9091610.000000 Penalty: 3616.398682
	Iteration 43Q: 3 clusters Score -9091610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -9091597.000000 Penalty: 3616.398682
	Iteration 44Q: 3 clusters Score -9091597 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -9091587.000000 Penalty: 3616.398682
	Iteration 45Q: 3 clusters Score -9091587 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -9091556.000000 Penalty: 3616.398682
	Iteration 46Q: 3 clusters Score -9091556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -9091564.000000 Penalty: 3616.398682
	Iteration 47Q: 3 clusters Score -9091564 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -9091567.000000 Penalty: 3616.398682
	Iteration 48Q: 3 clusters Score -9091567 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -9091556.000000 Penalty: 3616.398682
	Iteration 49Q: 3 clusters Score -9091556 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9091554.000000 Penalty: 3616.398682
	Iteration 50Q: 3 clusters Score -9091554 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -9091529.000000 Penalty: 3616.398682
	Iteration 51Q: 3 clusters Score -9091529 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -9091542.000000 Penalty: 3616.398682
	Iteration 52Q: 3 clusters Score -9091542 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -9091551.000000 Penalty: 3616.398682
	Iteration 53Q: 3 clusters Score -9091551 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -9091552.000000 Penalty: 3616.398682
	Iteration 54Q: 3 clusters Score -9091552 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -9091535.000000 Penalty: 3616.398682
	Iteration 55Q: 3 clusters Score -9091535 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9091557.000000 Penalty: 3616.398682
	Iteration 56Q: 3 clusters Score -9091557 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -9091546.000000 Penalty: 3616.398682
	Iteration 57Q: 3 clusters Score -9091546 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9091561.000000 Penalty: 3616.398682
	Iteration 58Q: 3 clusters Score -9091561 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -9091548.000000 Penalty: 3616.398682
	Iteration 59Q: 3 clusters Score -9091548 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -9091580.000000 Penalty: 3616.398682
	Iteration 60F: 3 clusters Score -9091580 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -9091547.000000 Penalty: 3616.398682
	Iteration 61Q: 3 clusters Score -9091547 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9091537.000000 Penalty: 3616.398682
	Iteration 62Q: 3 clusters Score -9091537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -9091542.000000 Penalty: 3616.398682
	Iteration 63Q: 3 clusters Score -9091542 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -9091538.000000 Penalty: 3616.398682
	Iteration 64Q: 3 clusters Score -9091538 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -9091547.000000 Penalty: 3616.398682
	Iteration 65Q: 3 clusters Score -9091547 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -9091536.000000 Penalty: 3616.398682
	Iteration 66Q: 3 clusters Score -9091536 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -9091596.000000 Penalty: 3616.398682
	Iteration 67Q: 3 clusters Score -9091596 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -9091607.000000 Penalty: 3616.398682
	Iteration 68Q: 3 clusters Score -9091607 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -9091586.000000 Penalty: 3616.398682
	Iteration 69Q: 3 clusters Score -9091586 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -9091565.000000 Penalty: 3616.398682
	Iteration 70Q: 3 clusters Score -9091565 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -9091526.000000 Penalty: 3616.398682
	Iteration 71Q: 3 clusters Score -9091526 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -9091544.000000 Penalty: 3616.398682
	Iteration 72Q: 3 clusters Score -9091544 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -9091583.000000 Penalty: 3616.398682
	Iteration 73Q: 3 clusters Score -9091583 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -9091533.000000 Penalty: 3616.398682
	Iteration 74Q: 3 clusters Score -9091533 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -9091550.000000 Penalty: 3616.398682
	Iteration 75Q: 3 clusters Score -9091550 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -9091545.000000 Penalty: 3616.398682
	Iteration 76Q: 3 clusters Score -9091545 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -9091561.000000 Penalty: 3616.398682
	Iteration 77Q: 3 clusters Score -9091561 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -9091566.000000 Penalty: 3616.398682
	Iteration 78Q: 3 clusters Score -9091566 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -9091609.000000 Penalty: 3616.398682
	Iteration 79Q: 3 clusters Score -9091609 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -9091643.000000 Penalty: 3616.398682
	Iteration 80F: 3 clusters Score -9091643 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -9091586.000000 Penalty: 3616.398682
	Iteration 81Q: 3 clusters Score -9091586 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -9091578.000000 Penalty: 3616.398682
	Iteration 82Q: 3 clusters Score -9091578 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -9091577.000000 Penalty: 3616.398682
	Iteration 83Q: 3 clusters Score -9091577 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9091597.000000 Penalty: 3616.398682
	Iteration 84Q: 3 clusters Score -9091597 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -9091607.000000 Penalty: 3616.398682
	Iteration 85Q: 3 clusters Score -9091607 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -9091606.000000 Penalty: 3616.398682
	Iteration 86Q: 3 clusters Score -9091606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -9091609.000000 Penalty: 3616.398682
	Iteration 87Q: 3 clusters Score -9091609 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -9091587.000000 Penalty: 3616.398682
	Iteration 88Q: 3 clusters Score -9091587 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9091597.000000 Penalty: 3616.398682
	Iteration 89Q: 3 clusters Score -9091597 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -9091619.000000 Penalty: 3616.398682
	Iteration 90Q: 3 clusters Score -9091619 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -9091605.000000 Penalty: 3616.398682
	Iteration 91Q: 3 clusters Score -9091605 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -9091651.000000 Penalty: 3616.398682
	Iteration 92Q: 3 clusters Score -9091651 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -9091650.000000 Penalty: 3616.398682
	Iteration 93Q: 3 clusters Score -9091650 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -9091621.000000 Penalty: 3616.398682
	Iteration 94Q: 3 clusters Score -9091621 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -9091677.000000 Penalty: 3616.398682
	Iteration 95Q: 3 clusters Score -9091677 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -9091649.000000 Penalty: 3616.398682
	Iteration 96Q: 3 clusters Score -9091649 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -9091660.000000 Penalty: 3616.398682
	Iteration 97Q: 3 clusters Score -9091660 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -9091658.000000 Penalty: 3616.398682
	Iteration 98Q: 3 clusters Score -9091658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -9091693.000000 Penalty: 3616.398682
	Iteration 99Q: 3 clusters Score -9091693 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -9091711.000000 Penalty: 3616.398682
	Iteration 100F: 3 clusters Score -9091711 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -9091724.000000 Penalty: 3616.398682
	Iteration 101Q: 3 clusters Score -9091724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -9091729.000000 Penalty: 3616.398682
	Iteration 102Q: 3 clusters Score -9091729 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -9091738.000000 Penalty: 3616.398682
	Iteration 103Q: 3 clusters Score -9091738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -9091719.000000 Penalty: 3616.398682
	Iteration 104Q: 3 clusters Score -9091719 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -9091722.000000 Penalty: 3616.398682
	Iteration 105Q: 3 clusters Score -9091722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -9091692.000000 Penalty: 3616.398682
	Iteration 106Q: 3 clusters Score -9091692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -9091712.000000 Penalty: 3616.398682
	Iteration 107Q: 3 clusters Score -9091712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -9091732.000000 Penalty: 3616.398682
	Iteration 108Q: 3 clusters Score -9091732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -9091724.000000 Penalty: 3616.398682
	Iteration 109Q: 3 clusters Score -9091724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -9091705.000000 Penalty: 3616.398682
	Iteration 110Q: 3 clusters Score -9091705 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -9091721.000000 Penalty: 3616.398682
	Iteration 111Q: 3 clusters Score -9091721 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -9091719.000000 Penalty: 3616.398682
	Iteration 112Q: 3 clusters Score -9091719 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -9091702.000000 Penalty: 3616.398682
	Iteration 113Q: 3 clusters Score -9091702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -9091681.000000 Penalty: 3616.398682
	Iteration 114Q: 3 clusters Score -9091681 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -9091690.000000 Penalty: 3616.398682
	Iteration 115Q: 3 clusters Score -9091690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -9091708.000000 Penalty: 3616.398682
	Iteration 116Q: 3 clusters Score -9091708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -9091700.000000 Penalty: 3616.398682
	Iteration 117Q: 3 clusters Score -9091700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -9091708.000000 Penalty: 3616.398682
	Iteration 118Q: 3 clusters Score -9091708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -9091730.000000 Penalty: 3616.398682
	Iteration 119Q: 3 clusters Score -9091730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9091740.000000 Penalty: 3616.398682
	Iteration 120F: 3 clusters Score -9091740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -9091740.000000 Penalty: 3616.398682
	Iteration 121Q: 3 clusters Score -9091740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -9091755.000000 Penalty: 3616.398682
	Iteration 122Q: 3 clusters Score -9091755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -9091753.000000 Penalty: 3616.398682
	Iteration 123Q: 3 clusters Score -9091753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -9091746.000000 Penalty: 3616.398682
	Iteration 124Q: 3 clusters Score -9091746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -9091748.000000 Penalty: 3616.398682
	Iteration 125Q: 3 clusters Score -9091748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -9091742.000000 Penalty: 3616.398682
	Iteration 126Q: 3 clusters Score -9091742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -9091746.000000 Penalty: 3616.398682
	Iteration 127Q: 3 clusters Score -9091746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -9091755.000000 Penalty: 3616.398682
	Iteration 128Q: 3 clusters Score -9091755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -9091763.000000 Penalty: 3616.398682
	Iteration 129Q: 3 clusters Score -9091763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -9091760.000000 Penalty: 3616.398682
	Iteration 130Q: 3 clusters Score -9091760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -9091771.000000 Penalty: 3616.398682
	Iteration 131Q: 3 clusters Score -9091771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -9091771.000000 Penalty: 3616.398682
	Iteration 132Q: 3 clusters Score -9091771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -9091745.000000 Penalty: 3616.398682
	Iteration 133Q: 3 clusters Score -9091745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -9091758.000000 Penalty: 3616.398682
	Iteration 134Q: 3 clusters Score -9091758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -9091744.000000 Penalty: 3616.398682
	Iteration 135Q: 3 clusters Score -9091744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -9091761.000000 Penalty: 3616.398682
	Iteration 136Q: 3 clusters Score -9091761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -9091779.000000 Penalty: 3616.398682
	Iteration 137Q: 3 clusters Score -9091779 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -9091756.000000 Penalty: 3616.398682
	Iteration 138Q: 3 clusters Score -9091756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -9091748.000000 Penalty: 3616.398682
	Iteration 139Q: 3 clusters Score -9091748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -9091740.000000 Penalty: 3616.398682
	Iteration 140F: 3 clusters Score -9091740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -9091745.000000 Penalty: 3616.398682
	Iteration 141Q: 3 clusters Score -9091745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -9091745.000000 Penalty: 3616.398682
	Iteration 142Q: 3 clusters Score -9091745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -9091737.000000 Penalty: 3616.398682
	Iteration 143Q: 3 clusters Score -9091737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -9091742.000000 Penalty: 3616.398682
	Iteration 144Q: 3 clusters Score -9091742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -9091741.000000 Penalty: 3616.398682
	Iteration 145Q: 3 clusters Score -9091741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -9091753.000000 Penalty: 3616.398682
	Iteration 146Q: 3 clusters Score -9091753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -9091748.000000 Penalty: 3616.398682
	Iteration 147Q: 3 clusters Score -9091748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -9091728.000000 Penalty: 3616.398682
	Iteration 148Q: 3 clusters Score -9091728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -9091740.000000 Penalty: 3616.398682
	Iteration 149Q: 3 clusters Score -9091740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -9091716.000000 Penalty: 3616.398682
	Iteration 150Q: 3 clusters Score -9091716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -9091709.000000 Penalty: 3616.398682
	Iteration 151Q: 3 clusters Score -9091709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -9091707.000000 Penalty: 3616.398682
	Iteration 152Q: 3 clusters Score -9091707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -9091715.000000 Penalty: 3616.398682
	Iteration 153Q: 3 clusters Score -9091715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -9091710.000000 Penalty: 3616.398682
	Iteration 154Q: 3 clusters Score -9091710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -9091710.000000 Penalty: 3616.398682
	Iteration 155Q: 3 clusters Score -9091710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -9091712.000000 Penalty: 3616.398682
	Iteration 156Q: 3 clusters Score -9091712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -9091703.000000 Penalty: 3616.398682
	Iteration 157Q: 3 clusters Score -9091703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -9091704.000000 Penalty: 3616.398682
	Iteration 158Q: 3 clusters Score -9091704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -9091701.000000 Penalty: 3616.398682
	Iteration 159Q: 3 clusters Score -9091701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -9091715.000000 Penalty: 3616.398682
	Iteration 160F: 3 clusters Score -9091715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -9091713.000000 Penalty: 3616.398682
	Iteration 161Q: 3 clusters Score -9091713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -9091710.000000 Penalty: 3616.398682
	Iteration 162Q: 3 clusters Score -9091710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -9091712.000000 Penalty: 3616.398682
	Iteration 163Q: 3 clusters Score -9091712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -9091709.000000 Penalty: 3616.398682
	Iteration 164Q: 3 clusters Score -9091709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -9091720.000000 Penalty: 3616.398682
	Iteration 165Q: 3 clusters Score -9091720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -9091707.000000 Penalty: 3616.398682
	Iteration 166Q: 3 clusters Score -9091707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -9091720.000000 Penalty: 3616.398682
	Iteration 167Q: 3 clusters Score -9091720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -9091718.000000 Penalty: 3616.398682
	Iteration 168Q: 3 clusters Score -9091718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -9091726.000000 Penalty: 3616.398682
	Iteration 169Q: 3 clusters Score -9091726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9091727.000000 Penalty: 3616.398682
	Iteration 170Q: 3 clusters Score -9091727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -9091719.000000 Penalty: 3616.398682
	Iteration 171Q: 3 clusters Score -9091719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -9091721.000000 Penalty: 3616.398682
	Iteration 172Q: 3 clusters Score -9091721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -9091707.000000 Penalty: 3616.398682
	Iteration 173Q: 3 clusters Score -9091707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -9091731.000000 Penalty: 3616.398682
	Iteration 174Q: 3 clusters Score -9091731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -9091736.000000 Penalty: 3616.398682
	Iteration 175Q: 3 clusters Score -9091736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -9091743.000000 Penalty: 3616.398682
	Iteration 176Q: 3 clusters Score -9091743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -9091745.000000 Penalty: 3616.398682
	Iteration 177Q: 3 clusters Score -9091745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -9091743.000000 Penalty: 3616.398682
	Iteration 178Q: 3 clusters Score -9091743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -9091747.000000 Penalty: 3616.398682
	Iteration 179Q: 3 clusters Score -9091747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -9091747.000000 Penalty: 3616.398682
	Iteration 180F: 3 clusters Score -9091747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -9091737.000000 Penalty: 3616.398682
	Iteration 181Q: 3 clusters Score -9091737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -9091736.000000 Penalty: 3616.398682
	Iteration 182Q: 3 clusters Score -9091736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -9091739.000000 Penalty: 3616.398682
	Iteration 183Q: 3 clusters Score -9091739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -9091737.000000 Penalty: 3616.398682
	Iteration 184Q: 3 clusters Score -9091737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -9091744.000000 Penalty: 3616.398682
	Iteration 185Q: 3 clusters Score -9091744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -9091742.000000 Penalty: 3616.398682
	Iteration 186Q: 3 clusters Score -9091742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -9091746.000000 Penalty: 3616.398682
	Iteration 187Q: 3 clusters Score -9091746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -9091746.000000 Penalty: 3616.398682
	Iteration 188F: 3 clusters Score -9091746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1189815.750000 Penalty: 1482.192017
	Iteration 0F: 2 clusters Score -1189816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1183209.500000 Penalty: 2964.384033
	Iteration 0F: 3 clusters Score -1183210 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1185343.625000 Penalty: 2964.384033
	Iteration 1F: 3 clusters Score -1185344 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1185620.875000 Penalty: 2964.384033
	Iteration 2F: 3 clusters Score -1185621 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1185847.375000 Penalty: 2964.384033
	Iteration 3F: 3 clusters Score -1185847 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1186060.750000 Penalty: 2964.384033
	Iteration 4Q: 3 clusters Score -1186061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1186303.625000 Penalty: 2964.384033
	Iteration 5Q: 3 clusters Score -1186304 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1186537.875000 Penalty: 2964.384033
	Iteration 6Q: 3 clusters Score -1186538 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1186769.250000 Penalty: 2964.384033
	Iteration 7Q: 3 clusters Score -1186769 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1186984.750000 Penalty: 2964.384033
	Iteration 8Q: 3 clusters Score -1186985 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1187180.500000 Penalty: 2964.384033
	Iteration 9Q: 3 clusters Score -1187180 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1187347.875000 Penalty: 2964.384033
	Iteration 10Q: 3 clusters Score -1187348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1187506.750000 Penalty: 2964.384033
	Iteration 11Q: 3 clusters Score -1187507 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1187632.250000 Penalty: 2964.384033
	Iteration 12Q: 3 clusters Score -1187632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1187725.000000 Penalty: 2964.384033
	Iteration 13Q: 3 clusters Score -1187725 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1187802.875000 Penalty: 2964.384033
	Iteration 14Q: 3 clusters Score -1187803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1187860.250000 Penalty: 2964.384033
	Iteration 15Q: 3 clusters Score -1187860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1187900.375000 Penalty: 2964.384033
	Iteration 16Q: 3 clusters Score -1187900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1187938.625000 Penalty: 2964.384033
	Iteration 17Q: 3 clusters Score -1187939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1187966.250000 Penalty: 2964.384033
	Iteration 18Q: 3 clusters Score -1187966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1187991.125000 Penalty: 2964.384033
	Iteration 19Q: 3 clusters Score -1187991 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1188009.375000 Penalty: 2964.384033
	Iteration 20F: 3 clusters Score -1188009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1188030.625000 Penalty: 2964.384033
	Iteration 21Q: 3 clusters Score -1188031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1188053.375000 Penalty: 2964.384033
	Iteration 22Q: 3 clusters Score -1188053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1188068.125000 Penalty: 2964.384033
	Iteration 23Q: 3 clusters Score -1188068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1188083.750000 Penalty: 2964.384033
	Iteration 24Q: 3 clusters Score -1188084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1188102.250000 Penalty: 2964.384033
	Iteration 25Q: 3 clusters Score -1188102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1188114.750000 Penalty: 2964.384033
	Iteration 26Q: 3 clusters Score -1188115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1188124.625000 Penalty: 2964.384033
	Iteration 27Q: 3 clusters Score -1188125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1188127.125000 Penalty: 2964.384033
	Iteration 28Q: 3 clusters Score -1188127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1188132.375000 Penalty: 2964.384033
	Iteration 29Q: 3 clusters Score -1188132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1188137.625000 Penalty: 2964.384033
	Iteration 30Q: 3 clusters Score -1188138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1188141.750000 Penalty: 2964.384033
	Iteration 31Q: 3 clusters Score -1188142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1188148.875000 Penalty: 2964.384033
	Iteration 32Q: 3 clusters Score -1188149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1188156.500000 Penalty: 2964.384033
	Iteration 33Q: 3 clusters Score -1188156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1188164.625000 Penalty: 2964.384033
	Iteration 34Q: 3 clusters Score -1188165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1188177.250000 Penalty: 2964.384033
	Iteration 35Q: 3 clusters Score -1188177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1188181.500000 Penalty: 2964.384033
	Iteration 36Q: 3 clusters Score -1188182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1188187.375000 Penalty: 2964.384033
	Iteration 37Q: 3 clusters Score -1188187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1188191.375000 Penalty: 2964.384033
	Iteration 38Q: 3 clusters Score -1188191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1188200.375000 Penalty: 2964.384033
	Iteration 39Q: 3 clusters Score -1188200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1188206.000000 Penalty: 2964.384033
	Iteration 40F: 3 clusters Score -1188206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1188210.875000 Penalty: 2964.384033
	Iteration 41Q: 3 clusters Score -1188211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1188213.000000 Penalty: 2964.384033
	Iteration 42Q: 3 clusters Score -1188213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1188218.000000 Penalty: 2964.384033
	Iteration 43Q: 3 clusters Score -1188218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1188222.750000 Penalty: 2964.384033
	Iteration 44Q: 3 clusters Score -1188223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1188226.000000 Penalty: 2964.384033
	Iteration 45Q: 3 clusters Score -1188226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1188225.750000 Penalty: 2964.384033
	Iteration 46Q: 3 clusters Score -1188226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1188226.000000 Penalty: 2964.384033
	Iteration 47Q: 3 clusters Score -1188226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1188229.375000 Penalty: 2964.384033
	Iteration 48Q: 3 clusters Score -1188229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1188232.750000 Penalty: 2964.384033
	Iteration 49Q: 3 clusters Score -1188233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1188235.875000 Penalty: 2964.384033
	Iteration 50Q: 3 clusters Score -1188236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1188239.875000 Penalty: 2964.384033
	Iteration 51Q: 3 clusters Score -1188240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1188244.875000 Penalty: 2964.384033
	Iteration 52Q: 3 clusters Score -1188245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1188248.000000 Penalty: 2964.384033
	Iteration 53Q: 3 clusters Score -1188248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1188254.125000 Penalty: 2964.384033
	Iteration 54Q: 3 clusters Score -1188254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1188262.875000 Penalty: 2964.384033
	Iteration 55Q: 3 clusters Score -1188263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1188272.625000 Penalty: 2964.384033
	Iteration 56Q: 3 clusters Score -1188273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1188284.625000 Penalty: 2964.384033
	Iteration 57Q: 3 clusters Score -1188285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1188287.500000 Penalty: 2964.384033
	Iteration 58Q: 3 clusters Score -1188288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1188297.250000 Penalty: 2964.384033
	Iteration 59Q: 3 clusters Score -1188297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1188303.250000 Penalty: 2964.384033
	Iteration 60F: 3 clusters Score -1188303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1188308.250000 Penalty: 2964.384033
	Iteration 61Q: 3 clusters Score -1188308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1188315.375000 Penalty: 2964.384033
	Iteration 62Q: 3 clusters Score -1188315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1188325.250000 Penalty: 2964.384033
	Iteration 63Q: 3 clusters Score -1188325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1188331.375000 Penalty: 2964.384033
	Iteration 64Q: 3 clusters Score -1188331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1188338.625000 Penalty: 2964.384033
	Iteration 65Q: 3 clusters Score -1188339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1188344.375000 Penalty: 2964.384033
	Iteration 66Q: 3 clusters Score -1188344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1188353.375000 Penalty: 2964.384033
	Iteration 67Q: 3 clusters Score -1188353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1188361.625000 Penalty: 2964.384033
	Iteration 68Q: 3 clusters Score -1188362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1188370.875000 Penalty: 2964.384033
	Iteration 69Q: 3 clusters Score -1188371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1188382.375000 Penalty: 2964.384033
	Iteration 70Q: 3 clusters Score -1188382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1188390.375000 Penalty: 2964.384033
	Iteration 71Q: 3 clusters Score -1188390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1188401.000000 Penalty: 2964.384033
	Iteration 72Q: 3 clusters Score -1188401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1188414.000000 Penalty: 2964.384033
	Iteration 73Q: 3 clusters Score -1188414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1188429.375000 Penalty: 2964.384033
	Iteration 74Q: 3 clusters Score -1188429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1188443.750000 Penalty: 2964.384033
	Iteration 75Q: 3 clusters Score -1188444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1188457.750000 Penalty: 2964.384033
	Iteration 76Q: 3 clusters Score -1188458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1188475.375000 Penalty: 2964.384033
	Iteration 77Q: 3 clusters Score -1188475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1188486.125000 Penalty: 2964.384033
	Iteration 78Q: 3 clusters Score -1188486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1188498.250000 Penalty: 2964.384033
	Iteration 79Q: 3 clusters Score -1188498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1188509.500000 Penalty: 2964.384033
	Iteration 80F: 3 clusters Score -1188510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1188520.625000 Penalty: 2964.384033
	Iteration 81Q: 3 clusters Score -1188521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1188534.375000 Penalty: 2964.384033
	Iteration 82Q: 3 clusters Score -1188534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1188542.750000 Penalty: 2964.384033
	Iteration 83Q: 3 clusters Score -1188543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1188552.875000 Penalty: 2964.384033
	Iteration 84Q: 3 clusters Score -1188553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1188563.000000 Penalty: 2964.384033
	Iteration 85Q: 3 clusters Score -1188563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1188570.500000 Penalty: 2964.384033
	Iteration 86Q: 3 clusters Score -1188570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1188580.375000 Penalty: 2964.384033
	Iteration 87Q: 3 clusters Score -1188580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1188587.750000 Penalty: 2964.384033
	Iteration 88Q: 3 clusters Score -1188588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1188595.375000 Penalty: 2964.384033
	Iteration 89Q: 3 clusters Score -1188595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1188601.625000 Penalty: 2964.384033
	Iteration 90Q: 3 clusters Score -1188602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1188607.750000 Penalty: 2964.384033
	Iteration 91Q: 3 clusters Score -1188608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1188615.000000 Penalty: 2964.384033
	Iteration 92Q: 3 clusters Score -1188615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1188620.375000 Penalty: 2964.384033
	Iteration 93Q: 3 clusters Score -1188620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1188630.125000 Penalty: 2964.384033
	Iteration 94Q: 3 clusters Score -1188630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1188642.500000 Penalty: 2964.384033
	Iteration 95Q: 3 clusters Score -1188642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1188655.875000 Penalty: 2964.384033
	Iteration 96Q: 3 clusters Score -1188656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1188672.125000 Penalty: 2964.384033
	Iteration 97Q: 3 clusters Score -1188672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1188686.125000 Penalty: 2964.384033
	Iteration 98Q: 3 clusters Score -1188686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1188703.000000 Penalty: 2964.384033
	Iteration 99Q: 3 clusters Score -1188703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1188717.625000 Penalty: 2964.384033
	Iteration 100F: 3 clusters Score -1188718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1188736.875000 Penalty: 2964.384033
	Iteration 101Q: 3 clusters Score -1188737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1188751.625000 Penalty: 2964.384033
	Iteration 102Q: 3 clusters Score -1188752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1188769.375000 Penalty: 2964.384033
	Iteration 103Q: 3 clusters Score -1188769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1188785.875000 Penalty: 2964.384033
	Iteration 104Q: 3 clusters Score -1188786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1188807.750000 Penalty: 2964.384033
	Iteration 105Q: 3 clusters Score -1188808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1188834.625000 Penalty: 2964.384033
	Iteration 106Q: 3 clusters Score -1188835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1188866.625000 Penalty: 2964.384033
	Iteration 107Q: 3 clusters Score -1188867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1188900.125000 Penalty: 2964.384033
	Iteration 108Q: 3 clusters Score -1188900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1188931.375000 Penalty: 2964.384033
	Iteration 109Q: 3 clusters Score -1188931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1188959.500000 Penalty: 2964.384033
	Iteration 110Q: 3 clusters Score -1188960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1188978.250000 Penalty: 2964.384033
	Iteration 111Q: 3 clusters Score -1188978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1188994.000000 Penalty: 2964.384033
	Iteration 112Q: 3 clusters Score -1188994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1189003.500000 Penalty: 2964.384033
	Iteration 113Q: 3 clusters Score -1189004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1189009.875000 Penalty: 2964.384033
	Iteration 114Q: 3 clusters Score -1189010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1189017.750000 Penalty: 2964.384033
	Iteration 115Q: 3 clusters Score -1189018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1189025.375000 Penalty: 2964.384033
	Iteration 116Q: 3 clusters Score -1189025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1189028.625000 Penalty: 2964.384033
	Iteration 117Q: 3 clusters Score -1189029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1189039.750000 Penalty: 2964.384033
	Iteration 118Q: 3 clusters Score -1189040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1189046.625000 Penalty: 2964.384033
	Iteration 119Q: 3 clusters Score -1189047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1189058.000000 Penalty: 2964.384033
	Iteration 120F: 3 clusters Score -1189058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1189063.625000 Penalty: 2964.384033
	Iteration 121Q: 3 clusters Score -1189064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1189069.875000 Penalty: 2964.384033
	Iteration 122Q: 3 clusters Score -1189070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1189081.625000 Penalty: 2964.384033
	Iteration 123Q: 3 clusters Score -1189082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1189096.375000 Penalty: 2964.384033
	Iteration 124Q: 3 clusters Score -1189096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1189100.875000 Penalty: 2964.384033
	Iteration 125Q: 3 clusters Score -1189101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1189113.375000 Penalty: 2964.384033
	Iteration 126Q: 3 clusters Score -1189113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1189124.750000 Penalty: 2964.384033
	Iteration 127Q: 3 clusters Score -1189125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1189133.250000 Penalty: 2964.384033
	Iteration 128Q: 3 clusters Score -1189133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1189142.250000 Penalty: 2964.384033
	Iteration 129Q: 3 clusters Score -1189142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1189154.875000 Penalty: 2964.384033
	Iteration 130Q: 3 clusters Score -1189155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1189158.250000 Penalty: 2964.384033
	Iteration 131Q: 3 clusters Score -1189158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1189164.375000 Penalty: 2964.384033
	Iteration 132Q: 3 clusters Score -1189164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1189171.750000 Penalty: 2964.384033
	Iteration 133Q: 3 clusters Score -1189172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1189176.375000 Penalty: 2964.384033
	Iteration 134Q: 3 clusters Score -1189176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1189180.625000 Penalty: 2964.384033
	Iteration 135Q: 3 clusters Score -1189181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1189182.750000 Penalty: 2964.384033
	Iteration 136Q: 3 clusters Score -1189183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1189184.625000 Penalty: 2964.384033
	Iteration 137Q: 3 clusters Score -1189185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1189184.125000 Penalty: 2964.384033
	Iteration 138Q: 3 clusters Score -1189184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1189186.375000 Penalty: 2964.384033
	Iteration 139Q: 3 clusters Score -1189186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1189186.625000 Penalty: 2964.384033
	Iteration 140F: 3 clusters Score -1189187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -22571.164062 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -22571.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21808.308594 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -21808.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21978.531250 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -21978.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22062.076172 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -22062.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22096.828125 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -22096.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22120.486328 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -22120.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22124.361328 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -22124.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22132.378906 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -22132.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22133.693359 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -22133.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22145.367188 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -22145.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22161.599609 Penalty: 1789.232788
	Iteration 9Q: 3 clusters Score -22161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22183.595703 Penalty: 1789.232788
	Iteration 10Q: 3 clusters Score -22183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22190.353516 Penalty: 1789.232788
	Iteration 11Q: 3 clusters Score -22190.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22194.945312 Penalty: 1789.232788
	Iteration 12Q: 3 clusters Score -22194.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22201.271484 Penalty: 1789.232788
	Iteration 13Q: 3 clusters Score -22201.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22207.062500 Penalty: 1789.232788
	Iteration 14Q: 3 clusters Score -22207.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22209.578125 Penalty: 1789.232788
	Iteration 15Q: 3 clusters Score -22209.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22219.673828 Penalty: 1789.232788
	Iteration 16Q: 3 clusters Score -22219.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22223.197266 Penalty: 1789.232788
	Iteration 17Q: 3 clusters Score -22223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22223.197266 Penalty: 1789.232788
	Iteration 18F: 3 clusters Score -22223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -101504.101562 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -101504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100296.906250 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -100296.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100483.671875 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -100483.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100533.265625 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -100533.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100569.468750 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -100569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100599.531250 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -100599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100608.882812 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -100608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100619.257812 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -100619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100622.515625 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -100622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100623.843750 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -100623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100623.843750 Penalty: 2133.711182
	Iteration 9F: 3 clusters Score -100623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -309182.125000 Penalty: 1268.455811
	Iteration 0F: 2 clusters Score -309182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306850.781250 Penalty: 2536.911621
	Iteration 0F: 3 clusters Score -306850.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -307407.031250 Penalty: 2536.911621
	Iteration 1F: 3 clusters Score -307407 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -307613.500000 Penalty: 2536.911621
	Iteration 2F: 3 clusters Score -307613.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -307746.687500 Penalty: 2536.911621
	Iteration 3F: 3 clusters Score -307746.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -307859.562500 Penalty: 2536.911621
	Iteration 4F: 3 clusters Score -307859.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -307960.875000 Penalty: 2536.911621
	Iteration 5Q: 3 clusters Score -307960.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -308031.718750 Penalty: 2536.911621
	Iteration 6Q: 3 clusters Score -308031.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308070.593750 Penalty: 2536.911621
	Iteration 7Q: 3 clusters Score -308070.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -308098.562500 Penalty: 2536.911621
	Iteration 8Q: 3 clusters Score -308098.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -308128.031250 Penalty: 2536.911621
	Iteration 9Q: 3 clusters Score -308128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -308172.437500 Penalty: 2536.911621
	Iteration 10Q: 3 clusters Score -308172.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -308207.812500 Penalty: 2536.911621
	Iteration 11Q: 3 clusters Score -308207.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -308243.062500 Penalty: 2536.911621
	Iteration 12Q: 3 clusters Score -308243.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -308273.406250 Penalty: 2536.911621
	Iteration 13Q: 3 clusters Score -308273.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -308304.750000 Penalty: 2536.911621
	Iteration 14Q: 3 clusters Score -308304.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -308338.656250 Penalty: 2536.911621
	Iteration 15Q: 3 clusters Score -308338.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -308377.718750 Penalty: 2536.911621
	Iteration 16Q: 3 clusters Score -308377.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -308419.562500 Penalty: 2536.911621
	Iteration 17Q: 3 clusters Score -308419.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -308450.687500 Penalty: 2536.911621
	Iteration 18Q: 3 clusters Score -308450.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -308475.281250 Penalty: 2536.911621
	Iteration 19Q: 3 clusters Score -308475.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -308503.187500 Penalty: 2536.911621
	Iteration 20F: 3 clusters Score -308503.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -308525.093750 Penalty: 2536.911621
	Iteration 21Q: 3 clusters Score -308525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -308540.875000 Penalty: 2536.911621
	Iteration 22Q: 3 clusters Score -308540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -308554.125000 Penalty: 2536.911621
	Iteration 23Q: 3 clusters Score -308554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -308559.875000 Penalty: 2536.911621
	Iteration 24Q: 3 clusters Score -308559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -308563.062500 Penalty: 2536.911621
	Iteration 25Q: 3 clusters Score -308563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -308563.156250 Penalty: 2536.911621
	Iteration 26Q: 3 clusters Score -308563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -308563.156250 Penalty: 2536.911621
	Iteration 27F: 3 clusters Score -308563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -142538.000000 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -142538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -141168.984375 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -141169 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141436.234375 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -141436.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141542.921875 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -141542.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141602.000000 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -141602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141649.390625 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -141649.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141693.750000 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -141693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141707.281250 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -141707.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141726.453125 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -141726.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141746.718750 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -141746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141757.421875 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -141757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141761.578125 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -141761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141762.156250 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -141762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141763.109375 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -141763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141765.546875 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -141765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141766.625000 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -141766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141767.656250 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -141767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141767.656250 Penalty: 2215.439209
	Iteration 16F: 3 clusters Score -141767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Entering Unmasked Estep 
Score: -3786972.750000 Penalty: 1669.151367
	Iteration 0F: 2 clusters Score -3786973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3767503.500000 Penalty: 3338.302734
	Iteration 0F: 3 clusters Score -3767504 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3774748.000000 Penalty: 3338.302734
	Iteration 1F: 3 clusters Score -3774748 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3775165.500000 Penalty: 3338.302734
	Iteration 2Q: 3 clusters Score -3775166 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3775561.750000 Penalty: 3338.302734
	Iteration 3Q: 3 clusters Score -3775562 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3775971.750000 Penalty: 3338.302734
	Iteration 4Q: 3 clusters Score -3775972 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3776385.750000 Penalty: 3338.302734
	Iteration 5Q: 3 clusters Score -3776386 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3776881.250000 Penalty: 3338.302734
	Iteration 6Q: 3 clusters Score -3776881 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3777479.750000 Penalty: 3338.302734
	Iteration 7Q: 3 clusters Score -3777480 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3778234.500000 Penalty: 3338.302734
	Iteration 8Q: 3 clusters Score -3778234 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3779138.750000 Penalty: 3338.302734
	Iteration 9F: 3 clusters Score -3779139 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3780152.750000 Penalty: 3338.302734
	Iteration 10F: 3 clusters Score -3780153 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3781217.000000 Penalty: 3338.302734
	Iteration 11F: 3 clusters Score -3781217 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3782169.250000 Penalty: 3338.302734
	Iteration 12Q: 3 clusters Score -3782169 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3783008.500000 Penalty: 3338.302734
	Iteration 13Q: 3 clusters Score -3783008 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3783636.000000 Penalty: 3338.302734
	Iteration 14Q: 3 clusters Score -3783636 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3784077.500000 Penalty: 3338.302734
	Iteration 15Q: 3 clusters Score -3784078 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3784437.000000 Penalty: 3338.302734
	Iteration 16Q: 3 clusters Score -3784437 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3784680.500000 Penalty: 3338.302734
	Iteration 17Q: 3 clusters Score -3784680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3784870.750000 Penalty: 3338.302734
	Iteration 18Q: 3 clusters Score -3784871 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3785024.000000 Penalty: 3338.302734
	Iteration 19Q: 3 clusters Score -3785024 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3785135.000000 Penalty: 3338.302734
	Iteration 20F: 3 clusters Score -3785135 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3785235.750000 Penalty: 3338.302734
	Iteration 21Q: 3 clusters Score -3785236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3785340.500000 Penalty: 3338.302734
	Iteration 22Q: 3 clusters Score -3785340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3785411.250000 Penalty: 3338.302734
	Iteration 23Q: 3 clusters Score -3785411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3785460.000000 Penalty: 3338.302734
	Iteration 24Q: 3 clusters Score -3785460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3785505.250000 Penalty: 3338.302734
	Iteration 25Q: 3 clusters Score -3785505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3785544.000000 Penalty: 3338.302734
	Iteration 26Q: 3 clusters Score -3785544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3785575.000000 Penalty: 3338.302734
	Iteration 27Q: 3 clusters Score -3785575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3785597.750000 Penalty: 3338.302734
	Iteration 28Q: 3 clusters Score -3785598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3785606.000000 Penalty: 3338.302734
	Iteration 29Q: 3 clusters Score -3785606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3785623.250000 Penalty: 3338.302734
	Iteration 30Q: 3 clusters Score -3785623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3785638.750000 Penalty: 3338.302734
	Iteration 31Q: 3 clusters Score -3785639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3785642.250000 Penalty: 3338.302734
	Iteration 32Q: 3 clusters Score -3785642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3785652.000000 Penalty: 3338.302734
	Iteration 33Q: 3 clusters Score -3785652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3785661.500000 Penalty: 3338.302734
	Iteration 34Q: 3 clusters Score -3785662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3785658.000000 Penalty: 3338.302734
	Iteration 35Q: 3 clusters Score -3785658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3785662.250000 Penalty: 3338.302734
	Iteration 36Q: 3 clusters Score -3785662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3785663.250000 Penalty: 3338.302734
	Iteration 37Q: 3 clusters Score -3785663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3785663.250000 Penalty: 3338.302734
	Iteration 38F: 3 clusters Score -3785663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -39616.449219 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -39616.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38695.660156 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -38695.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38800.312500 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -38800.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38811.484375 Penalty: 1871.643066
	Iteration 2Q: 3 clusters Score -38811.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38824.296875 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -38824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38829.835938 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -38829.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38833.855469 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -38833.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38835.824219 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -38835.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38842.187500 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -38842.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38845.964844 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -38845.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38845.964844 Penalty: 1871.643066
	Iteration 9F: 3 clusters Score -38845.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -40662.875000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -40662.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39687.519531 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -39687.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39962.761719 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -39962.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40106.613281 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -40106.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40158.042969 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -40158.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40201.687500 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -40201.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40218.843750 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -40218.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40245.828125 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -40245.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40281.218750 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -40281.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40312.441406 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -40312.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40356.421875 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -40356.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40388.117188 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -40388.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40399.667969 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -40399.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40416.808594 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -40416.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40426.398438 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -40426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40429.183594 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -40429.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40429.183594 Penalty: 1973.739502
	Iteration 15F: 3 clusters Score -40429.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (61923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Entering Unmasked Estep 
Score: -8196847.000000 Penalty: 1792.967529
	Iteration 0F: 2 clusters Score -8196847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -8156987.500000 Penalty: 3585.935059
	Iteration 0F: 3 clusters Score -8156988 nChanged 29127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -8173400.000000 Penalty: 3585.935059
	Iteration 1F: 3 clusters Score -8173400 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -8174147.000000 Penalty: 3585.935059
	Iteration 2Q: 3 clusters Score -8174147 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -8175246.500000 Penalty: 3585.935059
	Iteration 3Q: 3 clusters Score -8175246 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8177139.000000 Penalty: 3585.935059
	Iteration 4F: 3 clusters Score -8177139 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -8180286.500000 Penalty: 3585.935059
	Iteration 5F: 3 clusters Score -8180286 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -8184568.500000 Penalty: 3585.935059
	Iteration 6F: 3 clusters Score -8184568 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8188694.000000 Penalty: 3585.935059
	Iteration 7F: 3 clusters Score -8188694 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8191798.000000 Penalty: 3585.935059
	Iteration 8F: 3 clusters Score -8191798 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8193578.500000 Penalty: 3585.935059
	Iteration 9Q: 3 clusters Score -8193578 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8194513.500000 Penalty: 3585.935059
	Iteration 10Q: 3 clusters Score -8194514 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8195015.000000 Penalty: 3585.935059
	Iteration 11Q: 3 clusters Score -8195015 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8195286.000000 Penalty: 3585.935059
	Iteration 12Q: 3 clusters Score -8195286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8195441.000000 Penalty: 3585.935059
	Iteration 13Q: 3 clusters Score -8195441 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8195567.000000 Penalty: 3585.935059
	Iteration 14Q: 3 clusters Score -8195567 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8195643.500000 Penalty: 3585.935059
	Iteration 15Q: 3 clusters Score -8195644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8195682.500000 Penalty: 3585.935059
	Iteration 16Q: 3 clusters Score -8195682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8195727.000000 Penalty: 3585.935059
	Iteration 17Q: 3 clusters Score -8195727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8195762.500000 Penalty: 3585.935059
	Iteration 18Q: 3 clusters Score -8195762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8195788.500000 Penalty: 3585.935059
	Iteration 19Q: 3 clusters Score -8195788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8195805.500000 Penalty: 3585.935059
	Iteration 20F: 3 clusters Score -8195806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8195823.500000 Penalty: 3585.935059
	Iteration 21Q: 3 clusters Score -8195824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8195843.500000 Penalty: 3585.935059
	Iteration 22Q: 3 clusters Score -8195844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8195848.500000 Penalty: 3585.935059
	Iteration 23Q: 3 clusters Score -8195848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8195840.000000 Penalty: 3585.935059
	Iteration 24Q: 3 clusters Score -8195840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8195838.500000 Penalty: 3585.935059
	Iteration 25Q: 3 clusters Score -8195838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8195837.000000 Penalty: 3585.935059
	Iteration 26Q: 3 clusters Score -8195837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8195835.000000 Penalty: 3585.935059
	Iteration 27Q: 3 clusters Score -8195835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8195842.000000 Penalty: 3585.935059
	Iteration 28Q: 3 clusters Score -8195842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8195862.000000 Penalty: 3585.935059
	Iteration 29Q: 3 clusters Score -8195862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8195872.000000 Penalty: 3585.935059
	Iteration 30Q: 3 clusters Score -8195872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8195869.000000 Penalty: 3585.935059
	Iteration 31Q: 3 clusters Score -8195869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8195869.500000 Penalty: 3585.935059
	Iteration 32Q: 3 clusters Score -8195870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8195877.500000 Penalty: 3585.935059
	Iteration 33Q: 3 clusters Score -8195878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8195880.500000 Penalty: 3585.935059
	Iteration 34Q: 3 clusters Score -8195880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8195875.000000 Penalty: 3585.935059
	Iteration 35Q: 3 clusters Score -8195875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8195875.000000 Penalty: 3585.935059
	Iteration 36Q: 3 clusters Score -8195875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8195883.500000 Penalty: 3585.935059
	Iteration 37Q: 3 clusters Score -8195884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8195875.000000 Penalty: 3585.935059
	Iteration 38Q: 3 clusters Score -8195875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8195872.000000 Penalty: 3585.935059
	Iteration 39Q: 3 clusters Score -8195872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8195871.500000 Penalty: 3585.935059
	Iteration 40F: 3 clusters Score -8195872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8195868.000000 Penalty: 3585.935059
	Iteration 41Q: 3 clusters Score -8195868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8195871.500000 Penalty: 3585.935059
	Iteration 42Q: 3 clusters Score -8195872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8195875.000000 Penalty: 3585.935059
	Iteration 43Q: 3 clusters Score -8195875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8195873.000000 Penalty: 3585.935059
	Iteration 44Q: 3 clusters Score -8195873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8195882.000000 Penalty: 3585.935059
	Iteration 45Q: 3 clusters Score -8195882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8195887.000000 Penalty: 3585.935059
	Iteration 46Q: 3 clusters Score -8195887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8195883.500000 Penalty: 3585.935059
	Iteration 47Q: 3 clusters Score -8195884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8195884.500000 Penalty: 3585.935059
	Iteration 48Q: 3 clusters Score -8195884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8195884.500000 Penalty: 3585.935059
	Iteration 49F: 3 clusters Score -8195884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (62275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Entering Unmasked Estep 
Score: -8313326.500000 Penalty: 1793.888672
	Iteration 0F: 2 clusters Score -8313326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -8271982.500000 Penalty: 3587.777344
	Iteration 0F: 3 clusters Score -8271982 nChanged 29446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -8289098.500000 Penalty: 3587.777344
	Iteration 1F: 3 clusters Score -8289098 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8289938.000000 Penalty: 3587.777344
	Iteration 2Q: 3 clusters Score -8289938 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -8291074.500000 Penalty: 3587.777344
	Iteration 3Q: 3 clusters Score -8291074 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -8292491.500000 Penalty: 3587.777344
	Iteration 4F: 3 clusters Score -8292492 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8294380.000000 Penalty: 3587.777344
	Iteration 5F: 3 clusters Score -8294380 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8296979.000000 Penalty: 3587.777344
	Iteration 6F: 3 clusters Score -8296979 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -8300224.000000 Penalty: 3587.777344
	Iteration 7F: 3 clusters Score -8300224 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -8303716.500000 Penalty: 3587.777344
	Iteration 8F: 3 clusters Score -8303716 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -8306989.500000 Penalty: 3587.777344
	Iteration 9F: 3 clusters Score -8306990 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -8309305.500000 Penalty: 3587.777344
	Iteration 10Q: 3 clusters Score -8309306 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -8310523.000000 Penalty: 3587.777344
	Iteration 11Q: 3 clusters Score -8310523 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -8311112.500000 Penalty: 3587.777344
	Iteration 12Q: 3 clusters Score -8311112 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -8311403.500000 Penalty: 3587.777344
	Iteration 13Q: 3 clusters Score -8311404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -8311562.000000 Penalty: 3587.777344
	Iteration 14Q: 3 clusters Score -8311562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -8311636.500000 Penalty: 3587.777344
	Iteration 15Q: 3 clusters Score -8311636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -8311679.000000 Penalty: 3587.777344
	Iteration 16Q: 3 clusters Score -8311679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -8311683.500000 Penalty: 3587.777344
	Iteration 17Q: 3 clusters Score -8311684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -8311714.500000 Penalty: 3587.777344
	Iteration 18Q: 3 clusters Score -8311714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -8311732.000000 Penalty: 3587.777344
	Iteration 19Q: 3 clusters Score -8311732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -8311746.000000 Penalty: 3587.777344
	Iteration 20F: 3 clusters Score -8311746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -8311750.500000 Penalty: 3587.777344
	Iteration 21Q: 3 clusters Score -8311750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -8311758.500000 Penalty: 3587.777344
	Iteration 22Q: 3 clusters Score -8311758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -8311765.000000 Penalty: 3587.777344
	Iteration 23Q: 3 clusters Score -8311765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -8311771.000000 Penalty: 3587.777344
	Iteration 24Q: 3 clusters Score -8311771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -8311769.500000 Penalty: 3587.777344
	Iteration 25Q: 3 clusters Score -8311770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8311768.500000 Penalty: 3587.777344
	Iteration 26Q: 3 clusters Score -8311768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8311768.500000 Penalty: 3587.777344
	Iteration 27Q: 3 clusters Score -8311768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8311773.500000 Penalty: 3587.777344
	Iteration 28Q: 3 clusters Score -8311774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8311777.000000 Penalty: 3587.777344
	Iteration 29Q: 3 clusters Score -8311777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -8311780.000000 Penalty: 3587.777344
	Iteration 30Q: 3 clusters Score -8311780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8311789.500000 Penalty: 3587.777344
	Iteration 31Q: 3 clusters Score -8311790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -8311790.000000 Penalty: 3587.777344
	Iteration 32Q: 3 clusters Score -8311790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -8311793.000000 Penalty: 3587.777344
	Iteration 33Q: 3 clusters Score -8311793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8311789.500000 Penalty: 3587.777344
	Iteration 34Q: 3 clusters Score -8311790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -8311786.500000 Penalty: 3587.777344
	Iteration 35Q: 3 clusters Score -8311786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8311788.500000 Penalty: 3587.777344
	Iteration 36Q: 3 clusters Score -8311788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8311792.000000 Penalty: 3587.777344
	Iteration 37Q: 3 clusters Score -8311792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8311792.000000 Penalty: 3587.777344
	Iteration 38F: 3 clusters Score -8311792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (26202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Entering Unmasked Estep 
Score: -3528585.250000 Penalty: 1653.208496
	Iteration 0F: 2 clusters Score -3528585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3510972.250000 Penalty: 3306.416992
	Iteration 0F: 3 clusters Score -3510972 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3517522.000000 Penalty: 3306.416992
	Iteration 1F: 3 clusters Score -3517522 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3517820.500000 Penalty: 3306.416992
	Iteration 2Q: 3 clusters Score -3517820 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3518103.500000 Penalty: 3306.416992
	Iteration 3Q: 3 clusters Score -3518104 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3518414.500000 Penalty: 3306.416992
	Iteration 4Q: 3 clusters Score -3518414 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3518744.500000 Penalty: 3306.416992
	Iteration 5Q: 3 clusters Score -3518744 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3519197.250000 Penalty: 3306.416992
	Iteration 6Q: 3 clusters Score -3519197 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3519854.500000 Penalty: 3306.416992
	Iteration 7Q: 3 clusters Score -3519854 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3520913.250000 Penalty: 3306.416992
	Iteration 8F: 3 clusters Score -3520913 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3522422.500000 Penalty: 3306.416992
	Iteration 9F: 3 clusters Score -3522422 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3524112.750000 Penalty: 3306.416992
	Iteration 10F: 3 clusters Score -3524113 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3525556.750000 Penalty: 3306.416992
	Iteration 11F: 3 clusters Score -3525557 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3526406.500000 Penalty: 3306.416992
	Iteration 12Q: 3 clusters Score -3526406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3526793.750000 Penalty: 3306.416992
	Iteration 13Q: 3 clusters Score -3526794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3526964.000000 Penalty: 3306.416992
	Iteration 14Q: 3 clusters Score -3526964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3527032.500000 Penalty: 3306.416992
	Iteration 15Q: 3 clusters Score -3527032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3527086.000000 Penalty: 3306.416992
	Iteration 16Q: 3 clusters Score -3527086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3527116.750000 Penalty: 3306.416992
	Iteration 17Q: 3 clusters Score -3527117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3527134.250000 Penalty: 3306.416992
	Iteration 18Q: 3 clusters Score -3527134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3527146.250000 Penalty: 3306.416992
	Iteration 19Q: 3 clusters Score -3527146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3527153.000000 Penalty: 3306.416992
	Iteration 20F: 3 clusters Score -3527153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3527160.250000 Penalty: 3306.416992
	Iteration 21Q: 3 clusters Score -3527160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3527161.000000 Penalty: 3306.416992
	Iteration 22Q: 3 clusters Score -3527161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3527165.000000 Penalty: 3306.416992
	Iteration 23Q: 3 clusters Score -3527165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3527165.750000 Penalty: 3306.416992
	Iteration 24Q: 3 clusters Score -3527166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3527165.250000 Penalty: 3306.416992
	Iteration 25Q: 3 clusters Score -3527165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3527167.750000 Penalty: 3306.416992
	Iteration 26Q: 3 clusters Score -3527168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3527167.750000 Penalty: 3306.416992
	Iteration 27F: 3 clusters Score -3527168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -14687.084961 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -14687.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13979.511719 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -13979.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14100.221680 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -14100.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14172.364258 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -14172.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14190.639648 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -14190.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14194.537109 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -14194.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14194.537109 Penalty: 1754.402954
	Iteration 5F: 3 clusters Score -14194.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -49815.996094 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -49816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48863.039062 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -48863.04 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49019.625000 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -49019.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49084.855469 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -49084.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49128.406250 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -49128.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49149.468750 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -49149.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49152.128906 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -49152.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49159.765625 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -49159.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49165.660156 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -49165.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49168.867188 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -49168.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49168.867188 Penalty: 1933.958862
	Iteration 9F: 3 clusters Score -49168.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -69898.460938 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -69898.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69000.867188 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -69000.87 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69133.820312 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -69133.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69219.335938 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -69219.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69267.601562 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -69267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69294.250000 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -69294.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69343.382812 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -69343.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69385.304688 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -69385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69428.328125 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -69428.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69440.437500 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -69440.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69441.921875 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -69441.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69444.570312 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -69444.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69444.570312 Penalty: 1933.958862
	Iteration 11F: 3 clusters Score -69444.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -47763.308594 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -47763.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46771.917969 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -46771.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46974.886719 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -46974.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47052.000000 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -47052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47100.367188 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -47100.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47130.035156 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -47130.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47145.628906 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -47145.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47173.234375 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -47173.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47186.617188 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -47186.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47200.304688 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -47200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47204.960938 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -47204.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47214.296875 Penalty: 1962.307983
	Iteration 10Q: 3 clusters Score -47214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47235.890625 Penalty: 1962.307983
	Iteration 11Q: 3 clusters Score -47235.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47242.828125 Penalty: 1962.307983
	Iteration 12Q: 3 clusters Score -47242.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47246.687500 Penalty: 1962.307983
	Iteration 13Q: 3 clusters Score -47246.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47253.632812 Penalty: 1962.307983
	Iteration 14Q: 3 clusters Score -47253.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47261.550781 Penalty: 1962.307983
	Iteration 15Q: 3 clusters Score -47261.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47282.769531 Penalty: 1962.307983
	Iteration 16Q: 3 clusters Score -47282.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47299.828125 Penalty: 1962.307983
	Iteration 17Q: 3 clusters Score -47299.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47302.351562 Penalty: 1962.307983
	Iteration 18Q: 3 clusters Score -47302.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47302.351562 Penalty: 1962.307983
	Iteration 19F: 3 clusters Score -47302.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (25047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Entering Unmasked Estep 
Score: -3343235.000000 Penalty: 1645.882812
	Iteration 0F: 2 clusters Score -3343235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3326296.500000 Penalty: 3291.765625
	Iteration 0F: 3 clusters Score -3326296 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3332712.750000 Penalty: 3291.765625
	Iteration 1F: 3 clusters Score -3332713 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3333350.500000 Penalty: 3291.765625
	Iteration 2F: 3 clusters Score -3333350 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3334197.500000 Penalty: 3291.765625
	Iteration 3F: 3 clusters Score -3334198 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3335412.250000 Penalty: 3291.765625
	Iteration 4F: 3 clusters Score -3335412 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3336953.250000 Penalty: 3291.765625
	Iteration 5F: 3 clusters Score -3336953 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3338592.500000 Penalty: 3291.765625
	Iteration 6F: 3 clusters Score -3338592 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3339980.750000 Penalty: 3291.765625
	Iteration 7F: 3 clusters Score -3339981 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3340928.250000 Penalty: 3291.765625
	Iteration 8Q: 3 clusters Score -3340928 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3341388.500000 Penalty: 3291.765625
	Iteration 9Q: 3 clusters Score -3341388 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3341578.250000 Penalty: 3291.765625
	Iteration 10Q: 3 clusters Score -3341578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3341658.000000 Penalty: 3291.765625
	Iteration 11Q: 3 clusters Score -3341658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3341699.250000 Penalty: 3291.765625
	Iteration 12Q: 3 clusters Score -3341699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3341716.750000 Penalty: 3291.765625
	Iteration 13Q: 3 clusters Score -3341717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3341756.500000 Penalty: 3291.765625
	Iteration 14Q: 3 clusters Score -3341756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3341778.750000 Penalty: 3291.765625
	Iteration 15Q: 3 clusters Score -3341779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3341794.750000 Penalty: 3291.765625
	Iteration 16Q: 3 clusters Score -3341795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3341807.750000 Penalty: 3291.765625
	Iteration 17Q: 3 clusters Score -3341808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3341815.250000 Penalty: 3291.765625
	Iteration 18Q: 3 clusters Score -3341815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3341815.000000 Penalty: 3291.765625
	Iteration 19Q: 3 clusters Score -3341815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3341815.000000 Penalty: 3291.765625
	Iteration 20F: 3 clusters Score -3341815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -51460.695312 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -51460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50488.105469 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -50488.11 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50706.199219 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -50706.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50774.257812 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -50774.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50821.941406 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -50821.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50860.714844 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -50860.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50867.433594 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -50867.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50873.257812 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -50873.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50877.691406 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -50877.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50895.773438 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -50895.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50913.484375 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -50913.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50932.648438 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -50932.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50935.511719 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -50935.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50935.511719 Penalty: 1995.462402
	Iteration 12F: 3 clusters Score -50935.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -19923.353516 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -19923.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19171.429688 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -19171.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19398.082031 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -19398.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19506.910156 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -19506.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19579.019531 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -19579.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19605.453125 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -19605.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19624.228516 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -19624.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19628.427734 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -19628.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19628.427734 Penalty: 1800.910645
	Iteration 7F: 3 clusters Score -19628.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -161179.890625 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -161179.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -159721.734375 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -159721.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -160059.187500 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -160059.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -160170.312500 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -160170.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160261.203125 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -160261.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -160346.109375 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -160346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -160425.546875 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -160425.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -160512.296875 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -160512.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160590.984375 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -160591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -160644.328125 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -160644.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160677.843750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -160677.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160698.875000 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -160698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160725.687500 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -160725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160740.703125 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -160740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160744.281250 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -160744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -160749.453125 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -160749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160751.312500 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -160751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160752.671875 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -160752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160752.671875 Penalty: 2268.826904
	Iteration 17F: 3 clusters Score -160752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -211206.453125 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -211206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -209571.843750 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -209571.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -209914.875000 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -209914.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -210018.546875 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -210018.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -210074.718750 Penalty: 2333.275146
	Iteration 3F: 3 clusters Score -210074.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -210102.218750 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -210102.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -210119.718750 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -210119.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -210133.593750 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -210133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -210140.203125 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -210140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -210144.937500 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -210144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -210147.453125 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -210147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -210154.312500 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -210154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -210160.187500 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -210160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -210165.515625 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -210165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -210168.500000 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -210168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210170.781250 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -210170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -210173.156250 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -210173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -210174.015625 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -210174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -210176.546875 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -210176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -210178.062500 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -210178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210180.265625 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -210180.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -210184.625000 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -210184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -210187.328125 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -210187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -210191.546875 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -210191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -210197.000000 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -210197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -210199.421875 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -210199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -210200.578125 Penalty: 2333.275146
	Iteration 25Q: 3 clusters Score -210200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -210200.578125 Penalty: 2333.275146
	Iteration 26F: 3 clusters Score -210200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (56028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Entering Unmasked Estep 
Score: -7512243.000000 Penalty: 1776.711182
	Iteration 0F: 2 clusters Score -7512243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -7474843.500000 Penalty: 3553.422363
	Iteration 0F: 3 clusters Score -7474844 nChanged 26465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -7489791.500000 Penalty: 3553.422363
	Iteration 1F: 3 clusters Score -7489792 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -7490406.500000 Penalty: 3553.422363
	Iteration 2Q: 3 clusters Score -7490406 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7491137.500000 Penalty: 3553.422363
	Iteration 3Q: 3 clusters Score -7491138 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -7491932.000000 Penalty: 3553.422363
	Iteration 4Q: 3 clusters Score -7491932 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -7492832.000000 Penalty: 3553.422363
	Iteration 5Q: 3 clusters Score -7492832 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -7493716.500000 Penalty: 3553.422363
	Iteration 6Q: 3 clusters Score -7493716 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7494688.500000 Penalty: 3553.422363
	Iteration 7Q: 3 clusters Score -7494688 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7495810.500000 Penalty: 3553.422363
	Iteration 8Q: 3 clusters Score -7495810 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -7497185.000000 Penalty: 3553.422363
	Iteration 9Q: 3 clusters Score -7497185 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7498835.500000 Penalty: 3553.422363
	Iteration 10Q: 3 clusters Score -7498836 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7500847.000000 Penalty: 3553.422363
	Iteration 11Q: 3 clusters Score -7500847 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -7502893.500000 Penalty: 3553.422363
	Iteration 12Q: 3 clusters Score -7502894 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7504248.500000 Penalty: 3553.422363
	Iteration 13Q: 3 clusters Score -7504248 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7505115.000000 Penalty: 3553.422363
	Iteration 14Q: 3 clusters Score -7505115 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7505800.500000 Penalty: 3553.422363
	Iteration 15Q: 3 clusters Score -7505800 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -7506462.500000 Penalty: 3553.422363
	Iteration 16Q: 3 clusters Score -7506462 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7507203.000000 Penalty: 3553.422363
	Iteration 17Q: 3 clusters Score -7507203 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -7507733.500000 Penalty: 3553.422363
	Iteration 18Q: 3 clusters Score -7507734 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -7508318.500000 Penalty: 3553.422363
	Iteration 19Q: 3 clusters Score -7508318 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7508820.000000 Penalty: 3553.422363
	Iteration 20F: 3 clusters Score -7508820 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7509189.000000 Penalty: 3553.422363
	Iteration 21Q: 3 clusters Score -7509189 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7509466.500000 Penalty: 3553.422363
	Iteration 22Q: 3 clusters Score -7509466 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7509621.500000 Penalty: 3553.422363
	Iteration 23Q: 3 clusters Score -7509622 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7509769.500000 Penalty: 3553.422363
	Iteration 24Q: 3 clusters Score -7509770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -7509860.000000 Penalty: 3553.422363
	Iteration 25Q: 3 clusters Score -7509860 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7509906.000000 Penalty: 3553.422363
	Iteration 26Q: 3 clusters Score -7509906 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7509944.000000 Penalty: 3553.422363
	Iteration 27Q: 3 clusters Score -7509944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -7509952.500000 Penalty: 3553.422363
	Iteration 28Q: 3 clusters Score -7509952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -7509972.500000 Penalty: 3553.422363
	Iteration 29Q: 3 clusters Score -7509972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -7509964.000000 Penalty: 3553.422363
	Iteration 30Q: 3 clusters Score -7509964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -7509957.500000 Penalty: 3553.422363
	Iteration 31Q: 3 clusters Score -7509958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7509965.500000 Penalty: 3553.422363
	Iteration 32Q: 3 clusters Score -7509966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7509956.000000 Penalty: 3553.422363
	Iteration 33Q: 3 clusters Score -7509956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -7509957.000000 Penalty: 3553.422363
	Iteration 34Q: 3 clusters Score -7509957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7509952.500000 Penalty: 3553.422363
	Iteration 35Q: 3 clusters Score -7509952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7509961.500000 Penalty: 3553.422363
	Iteration 36Q: 3 clusters Score -7509962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7509962.500000 Penalty: 3553.422363
	Iteration 37Q: 3 clusters Score -7509962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7509966.500000 Penalty: 3553.422363
	Iteration 38Q: 3 clusters Score -7509966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -7509971.500000 Penalty: 3553.422363
	Iteration 39Q: 3 clusters Score -7509972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7509960.500000 Penalty: 3553.422363
	Iteration 40F: 3 clusters Score -7509960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7509975.000000 Penalty: 3553.422363
	Iteration 41Q: 3 clusters Score -7509975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -7509978.500000 Penalty: 3553.422363
	Iteration 42Q: 3 clusters Score -7509978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7509977.000000 Penalty: 3553.422363
	Iteration 43Q: 3 clusters Score -7509977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7509979.500000 Penalty: 3553.422363
	Iteration 44Q: 3 clusters Score -7509980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -7509995.000000 Penalty: 3553.422363
	Iteration 45Q: 3 clusters Score -7509995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -7509992.000000 Penalty: 3553.422363
	Iteration 46Q: 3 clusters Score -7509992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7509993.000000 Penalty: 3553.422363
	Iteration 47Q: 3 clusters Score -7509993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -7509995.000000 Penalty: 3553.422363
	Iteration 48Q: 3 clusters Score -7509995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -7509995.500000 Penalty: 3553.422363
	Iteration 49Q: 3 clusters Score -7509996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7509995.000000 Penalty: 3553.422363
	Iteration 50Q: 3 clusters Score -7509995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7509992.000000 Penalty: 3553.422363
	Iteration 51Q: 3 clusters Score -7509992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7509994.000000 Penalty: 3553.422363
	Iteration 52Q: 3 clusters Score -7509994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7509990.500000 Penalty: 3553.422363
	Iteration 53Q: 3 clusters Score -7509990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7509982.500000 Penalty: 3553.422363
	Iteration 54Q: 3 clusters Score -7509982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7509991.000000 Penalty: 3553.422363
	Iteration 55Q: 3 clusters Score -7509991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -7509990.000000 Penalty: 3553.422363
	Iteration 56Q: 3 clusters Score -7509990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7509995.500000 Penalty: 3553.422363
	Iteration 57Q: 3 clusters Score -7509996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7509995.500000 Penalty: 3553.422363
	Iteration 58F: 3 clusters Score -7509996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25913 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55449 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40877 members 
Mstep: Class 28 contains 26546 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 68008 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 62275 members 
Mstep: Class 41 contains 26202 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002584.000000 Penalty: 111074.656250
Iteration 479Q: 52 clusters Score -8.600258e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25853 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22559 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45057 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16543 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55324 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18628 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40879 members 
Mstep: Class 28 contains 26502 members 
Mstep: Class 29 contains 10573 members 
Mstep: Class 30 contains 68142 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2457 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28901 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61927 members 
Mstep: Class 40 contains 62109 members 
Mstep: Class 41 contains 26194 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25054 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002696.000000 Penalty: 111074.656250
Iteration 480F: 52 clusters Score -8.60027e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25780 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22558 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45153 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55204 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18633 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40885 members 
Mstep: Class 28 contains 26485 members 
Mstep: Class 29 contains 10627 members 
Mstep: Class 30 contains 68286 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2460 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28904 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61940 members 
Mstep: Class 40 contains 61934 members 
Mstep: Class 41 contains 26150 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25057 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002496.000000 Penalty: 111074.656250
Iteration 481Q: 52 clusters Score -8.60025e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25716 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45273 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 55088 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18640 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40899 members 
Mstep: Class 28 contains 26459 members 
Mstep: Class 29 contains 10680 members 
Mstep: Class 30 contains 68408 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2462 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28902 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61933 members 
Mstep: Class 40 contains 61801 members 
Mstep: Class 41 contains 26105 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25052 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002656.000000 Penalty: 111074.656250
Iteration 482Q: 52 clusters Score -8.600266e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25656 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45383 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16540 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54977 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18652 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40911 members 
Mstep: Class 28 contains 26419 members 
Mstep: Class 29 contains 10735 members 
Mstep: Class 30 contains 68528 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2462 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28898 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61935 members 
Mstep: Class 40 contains 61698 members 
Mstep: Class 41 contains 26033 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25047 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002480.000000 Penalty: 111074.656250
Iteration 483Q: 52 clusters Score -8.600248e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25594 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45505 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54849 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18658 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40921 members 
Mstep: Class 28 contains 26384 members 
Mstep: Class 29 contains 10797 members 
Mstep: Class 30 contains 68656 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2462 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28896 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61947 members 
Mstep: Class 40 contains 61599 members 
Mstep: Class 41 contains 25968 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25043 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002576.000000 Penalty: 111074.656250
Iteration 484Q: 52 clusters Score -8.600258e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25527 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45627 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16541 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54717 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40931 members 
Mstep: Class 28 contains 26346 members 
Mstep: Class 29 contains 10856 members 
Mstep: Class 30 contains 68800 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2464 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28904 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61951 members 
Mstep: Class 40 contains 61502 members 
Mstep: Class 41 contains 25912 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25041 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002688.000000 Penalty: 111074.656250
Iteration 485Q: 52 clusters Score -8.600269e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25446 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45746 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54593 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40942 members 
Mstep: Class 28 contains 26300 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 68972 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2468 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61959 members 
Mstep: Class 40 contains 61391 members 
Mstep: Class 41 contains 25858 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25048 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002688.000000 Penalty: 111074.656250
Iteration 486Q: 52 clusters Score -8.600269e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25367 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45867 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16545 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54475 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18677 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40945 members 
Mstep: Class 28 contains 26260 members 
Mstep: Class 29 contains 10971 members 
Mstep: Class 30 contains 69130 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2470 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28908 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61952 members 
Mstep: Class 40 contains 61309 members 
Mstep: Class 41 contains 25798 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25062 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002712.000000 Penalty: 111074.656250
Iteration 487Q: 52 clusters Score -8.600271e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25278 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 45998 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16545 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54333 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 18687 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40953 members 
Mstep: Class 28 contains 26230 members 
Mstep: Class 29 contains 11033 members 
Mstep: Class 30 contains 69236 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2469 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28910 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61949 members 
Mstep: Class 40 contains 61267 members 
Mstep: Class 41 contains 25762 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25068 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002536.000000 Penalty: 111074.656250
Iteration 488Q: 52 clusters Score -8.600254e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22556 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46119 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16549 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54204 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40976 members 
Mstep: Class 28 contains 26221 members 
Mstep: Class 29 contains 11071 members 
Mstep: Class 30 contains 69329 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2469 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28909 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61943 members 
Mstep: Class 40 contains 61220 members 
Mstep: Class 41 contains 25726 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25067 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002752.000000 Penalty: 111074.656250
Iteration 489Q: 52 clusters Score -8.600275e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46254 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 54071 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40988 members 
Mstep: Class 28 contains 26209 members 
Mstep: Class 29 contains 11121 members 
Mstep: Class 30 contains 69438 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2469 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28913 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61940 members 
Mstep: Class 40 contains 61164 members 
Mstep: Class 41 contains 25686 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25065 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002672.000000 Penalty: 111074.656250
Iteration 490Q: 52 clusters Score -8.600267e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46391 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16571 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 53946 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40990 members 
Mstep: Class 28 contains 26204 members 
Mstep: Class 29 contains 11166 members 
Mstep: Class 30 contains 69526 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2470 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28915 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61928 members 
Mstep: Class 40 contains 61111 members 
Mstep: Class 41 contains 25636 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25057 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002752.000000 Penalty: 111074.656250
Iteration 491Q: 52 clusters Score -8.600275e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24981 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22550 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46524 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53805 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40981 members 
Mstep: Class 28 contains 26185 members 
Mstep: Class 29 contains 11209 members 
Mstep: Class 30 contains 69634 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2472 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28916 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61927 members 
Mstep: Class 40 contains 61069 members 
Mstep: Class 41 contains 25606 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25056 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002880.000000 Penalty: 111074.656250
Iteration 492Q: 52 clusters Score -8.600288e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24916 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22549 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46645 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18724 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40968 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 11244 members 
Mstep: Class 30 contains 69732 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2474 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28923 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61924 members 
Mstep: Class 40 contains 61051 members 
Mstep: Class 41 contains 25547 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25055 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002832.000000 Penalty: 111074.656250
Iteration 493Q: 52 clusters Score -8.600283e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24839 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46772 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53539 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18736 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40967 members 
Mstep: Class 28 contains 26149 members 
Mstep: Class 29 contains 11274 members 
Mstep: Class 30 contains 69813 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28928 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61914 members 
Mstep: Class 40 contains 61062 members 
Mstep: Class 41 contains 25524 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25049 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002848.000000 Penalty: 111074.656250
Iteration 494Q: 52 clusters Score -8.600285e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22552 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46884 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18750 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40972 members 
Mstep: Class 28 contains 26123 members 
Mstep: Class 29 contains 11306 members 
Mstep: Class 30 contains 69907 members 
Mstep: Class 31 contains 9145 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2481 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28931 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61914 members 
Mstep: Class 40 contains 61076 members 
Mstep: Class 41 contains 25481 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25054 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002576.000000 Penalty: 111074.656250
Iteration 495Q: 52 clusters Score -8.600258e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24659 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 46987 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16595 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53297 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18767 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40983 members 
Mstep: Class 28 contains 26109 members 
Mstep: Class 29 contains 11337 members 
Mstep: Class 30 contains 69996 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2484 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28938 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61923 members 
Mstep: Class 40 contains 61087 members 
Mstep: Class 41 contains 25420 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25049 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002432.000000 Penalty: 111074.656250
Iteration 496Q: 52 clusters Score -8.600243e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22557 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47106 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53178 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11582 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18789 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40983 members 
Mstep: Class 28 contains 26086 members 
Mstep: Class 29 contains 11361 members 
Mstep: Class 30 contains 70124 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2485 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28944 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61925 members 
Mstep: Class 40 contains 61105 members 
Mstep: Class 41 contains 25355 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25050 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002368.000000 Penalty: 111074.656250
Iteration 497Q: 52 clusters Score -8.600237e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24447 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47216 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 53055 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18798 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40982 members 
Mstep: Class 28 contains 26067 members 
Mstep: Class 29 contains 11379 members 
Mstep: Class 30 contains 70259 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2487 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28943 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61928 members 
Mstep: Class 40 contains 61122 members 
Mstep: Class 41 contains 25302 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25059 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002408.000000 Penalty: 111074.656250
Iteration 498Q: 52 clusters Score -8.600241e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24354 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 22573 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47341 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 52925 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18810 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40963 members 
Mstep: Class 28 contains 26049 members 
Mstep: Class 29 contains 11398 members 
Mstep: Class 30 contains 70385 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2487 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28938 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61916 members 
Mstep: Class 40 contains 61157 members 
Mstep: Class 41 contains 25244 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25070 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002504.000000 Penalty: 111074.656250
Iteration 499Q: 52 clusters Score -8.60025e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24281 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 47446 members 
Mstep: Class 10 contains 7799 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 16595 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 52788 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 18819 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 40961 members 
Mstep: Class 28 contains 26029 members 
Mstep: Class 29 contains 11411 members 
Mstep: Class 30 contains 70475 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2488 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 28931 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 434 members 
Mstep: Class 39 contains 61914 members 
Mstep: Class 40 contains 61193 members 
Mstep: Class 41 contains 25189 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 419 members 
Mstep: Class 46 contains 25066 members 
Mstep: Class 47 contains 464 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1076 members 
Mstep: Class 50 contains 1312 members 
Mstep: Class 51 contains 56658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86002528.000000 Penalty: 111074.656250
Iteration 500F: 52 clusters Score -8.600253e+07 nChanged 901
Maximum iterations exceeded
--- Evaluating fit on full set of 1985312 points ---
Entering Unmasked Estep 
Score: -256722880.000000 Penalty: 120179.414062
24->52 Clusters: Score -256722880.000000, best is -256656112.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 661770 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 27489 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 27391 members 
Mstep: Class 5 contains 27730 members 
Mstep: Class 6 contains 27510 members 
Mstep: Class 7 contains 27744 members 
Mstep: Class 8 contains 27714 members 
Mstep: Class 9 contains 27431 members 
Mstep: Class 10 contains 27694 members 
Mstep: Class 11 contains 27428 members 
Mstep: Class 12 contains 27397 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 27744 members 
Mstep: Class 15 contains 27578 members 
Mstep: Class 16 contains 27403 members 
Mstep: Class 17 contains 27285 members 
Mstep: Class 18 contains 27515 members 
Mstep: Class 19 contains 27553 members 
Mstep: Class 20 contains 27716 members 
Mstep: Class 21 contains 27422 members 
Mstep: Class 22 contains 27788 members 
Mstep: Class 23 contains 27778 members 
Mstep: Class 24 contains 27679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 369.266602 but Gain 2177.933594
Score: -78114744.000000 Penalty: 50092.492188
Iteration 0F: 24 clusters Score -7.811474e+07 nChanged 634126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3118 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 1170 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 225941 members 
Mstep: Class 15 contains 61633 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 280466 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 59442 members 
Mstep: Class 24 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1039.737671 but Gain 2177.933594
Score: -84032240.000000 Penalty: 47914.558594
Iteration 1F: 23 clusters Score -8.403224e+07 nChanged 161180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 636 members 
Mstep: Class 14 contains 219502 members 
Mstep: Class 15 contains 82838 members 
Mstep: Class 16 contains 9894 members 
Mstep: Class 17 contains 236660 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 10916 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 75848 members 
Mstep: Class 24 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1041.314087 but Gain 2177.933594
Score: -84474528.000000 Penalty: 45736.625000
Iteration 2F: 22 clusters Score -8.447453e+07 nChanged 148462
Entering Unmasked Mstep 
Mstep: Class 0 contains 946 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 204295 members 
Mstep: Class 15 contains 99653 members 
Mstep: Class 16 contains 24517 members 
Mstep: Class 17 contains 194245 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 13426 members 
Mstep: Class 21 contains 818 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 89010 members 
Mstep: Class 24 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84854648.000000 Penalty: 45736.625000
Iteration 3F: 22 clusters Score -8.485465e+07 nChanged 115353
Entering Unmasked Mstep 
Mstep: Class 0 contains 673 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 188570 members 
Mstep: Class 15 contains 121260 members 
Mstep: Class 16 contains 22516 members 
Mstep: Class 17 contains 163710 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 18147 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 99546 members 
Mstep: Class 24 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85196312.000000 Penalty: 45736.625000
Iteration 4F: 22 clusters Score -8.519631e+07 nChanged 102777
Entering Unmasked Mstep 
Mstep: Class 0 contains 530 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 16543 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 23925 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 171393 members 
Mstep: Class 15 contains 136862 members 
Mstep: Class 16 contains 19732 members 
Mstep: Class 17 contains 148174 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 20378 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 106013 members 
Mstep: Class 24 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1757.173950 but Gain 2177.933594
Score: -85404808.000000 Penalty: 43558.691406
Iteration 5F: 21 clusters Score -8.540481e+07 nChanged 89821
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 855 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 27521 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 161165 members 
Mstep: Class 15 contains 143915 members 
Mstep: Class 16 contains 19377 members 
Mstep: Class 17 contains 129434 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 22257 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 114800 members 
Mstep: Class 24 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85486000.000000 Penalty: 43558.691406
Iteration 6F: 21 clusters Score -8.5486e+07 nChanged 81066
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 2 contains 465 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 438 members 
Mstep: Class 7 contains 27354 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 29447 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 807 members 
Mstep: Class 14 contains 149789 members 
Mstep: Class 15 contains 140659 members 
Mstep: Class 16 contains 19167 members 
Mstep: Class 17 contains 122175 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 24481 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 1095 members 
Mstep: Class 23 contains 124393 members 
Mstep: Class 24 contains 10777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85540928.000000 Penalty: 43558.691406
Iteration 7F: 21 clusters Score -8.554093e+07 nChanged 63732
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 32354 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 30775 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 14 contains 142350 members 
Mstep: Class 15 contains 138083 members 
Mstep: Class 16 contains 19068 members 
Mstep: Class 17 contains 117965 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 25694 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 129382 members 
Mstep: Class 24 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85581992.000000 Penalty: 43558.691406
Iteration 8F: 21 clusters Score -8.558199e+07 nChanged 52705
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 5 contains 1781 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 36369 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 31766 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 13 contains 837 members 
Mstep: Class 14 contains 138675 members 
Mstep: Class 15 contains 136199 members 
Mstep: Class 16 contains 19011 members 
Mstep: Class 17 contains 117367 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 26073 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 128892 members 
Mstep: Class 24 contains 13128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85615392.000000 Penalty: 43558.691406
Iteration 9F: 21 clusters Score -8.561539e+07 nChanged 43204
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 39409 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 32499 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 4771 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 136661 members 
Mstep: Class 15 contains 133924 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 118057 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 25941 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 127827 members 
Mstep: Class 24 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85638944.000000 Penalty: 43558.691406
Iteration 10F: 21 clusters Score -8.563894e+07 nChanged 35870
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 41797 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 32983 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 135355 members 
Mstep: Class 15 contains 130888 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 119646 members 
Mstep: Class 18 contains 653 members 
Mstep: Class 19 contains 25563 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1135 members 
Mstep: Class 23 contains 127123 members 
Mstep: Class 24 contains 14575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85656024.000000 Penalty: 43558.691406
Iteration 11F: 21 clusters Score -8.565602e+07 nChanged 30107
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 33334 members 
Mstep: Class 11 contains 1455 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 134746 members 
Mstep: Class 15 contains 128125 members 
Mstep: Class 16 contains 18859 members 
Mstep: Class 17 contains 121083 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 24939 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 126600 members 
Mstep: Class 24 contains 15242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85669048.000000 Penalty: 43558.691406
Iteration 12Q: 21 clusters Score -8.566905e+07 nChanged 25685
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 45002 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 33634 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 843 members 
Mstep: Class 14 contains 134564 members 
Mstep: Class 15 contains 125714 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 121973 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 24291 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 126343 members 
Mstep: Class 24 contains 15870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85677976.000000 Penalty: 43558.691406
Iteration 13Q: 21 clusters Score -8.567798e+07 nChanged 22145
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 46137 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 33985 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 855 members 
Mstep: Class 14 contains 134809 members 
Mstep: Class 15 contains 123486 members 
Mstep: Class 16 contains 18798 members 
Mstep: Class 17 contains 122513 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 23673 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 1135 members 
Mstep: Class 23 contains 126014 members 
Mstep: Class 24 contains 16446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85685080.000000 Penalty: 43558.691406
Iteration 14Q: 21 clusters Score -8.568508e+07 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 480 members 
Mstep: Class 7 contains 46998 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 34299 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 135096 members 
Mstep: Class 15 contains 121489 members 
Mstep: Class 16 contains 18776 members 
Mstep: Class 17 contains 122764 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 23046 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 125975 members 
Mstep: Class 24 contains 17070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85691336.000000 Penalty: 43558.691406
Iteration 15Q: 21 clusters Score -8.569134e+07 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 47688 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34511 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 6310 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 135482 members 
Mstep: Class 15 contains 119390 members 
Mstep: Class 16 contains 18766 members 
Mstep: Class 17 contains 123045 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 22494 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 126085 members 
Mstep: Class 24 contains 17797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85696384.000000 Penalty: 43558.691406
Iteration 16Q: 21 clusters Score -8.569638e+07 nChanged 16765
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 48298 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 34652 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 855 members 
Mstep: Class 14 contains 135925 members 
Mstep: Class 15 contains 117519 members 
Mstep: Class 16 contains 18754 members 
Mstep: Class 17 contains 123266 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 21978 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 126012 members 
Mstep: Class 24 contains 18681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85700744.000000 Penalty: 43558.691406
Iteration 17Q: 21 clusters Score -8.570074e+07 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 48765 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 34714 members 
Mstep: Class 11 contains 1552 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 136254 members 
Mstep: Class 15 contains 115885 members 
Mstep: Class 16 contains 18738 members 
Mstep: Class 17 contains 123589 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 21470 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1115 members 
Mstep: Class 23 contains 125812 members 
Mstep: Class 24 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85705480.000000 Penalty: 43558.691406
Iteration 18Q: 21 clusters Score -8.570548e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 49156 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 34688 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 136468 members 
Mstep: Class 15 contains 114626 members 
Mstep: Class 16 contains 18728 members 
Mstep: Class 17 contains 123747 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 125531 members 
Mstep: Class 24 contains 21011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85709720.000000 Penalty: 43558.691406
Iteration 19Q: 21 clusters Score -8.570972e+07 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 49483 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 136742 members 
Mstep: Class 15 contains 113537 members 
Mstep: Class 16 contains 18727 members 
Mstep: Class 17 contains 123991 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 20598 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 124863 members 
Mstep: Class 24 contains 22433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85713800.000000 Penalty: 43558.691406
Iteration 20F: 21 clusters Score -8.57138e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 49720 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 34431 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 137155 members 
Mstep: Class 15 contains 112855 members 
Mstep: Class 16 contains 18727 members 
Mstep: Class 17 contains 124049 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 20157 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 123996 members 
Mstep: Class 24 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85718472.000000 Penalty: 43558.691406
Iteration 21Q: 21 clusters Score -8.571847e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 49903 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 34211 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 6277 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 137466 members 
Mstep: Class 15 contains 112374 members 
Mstep: Class 16 contains 18727 members 
Mstep: Class 17 contains 124212 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 19786 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 122971 members 
Mstep: Class 24 contains 25495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85722704.000000 Penalty: 43558.691406
Iteration 22Q: 21 clusters Score -8.57227e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 50052 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 33954 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 137663 members 
Mstep: Class 15 contains 111967 members 
Mstep: Class 16 contains 18727 members 
Mstep: Class 17 contains 124580 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 19511 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 121835 members 
Mstep: Class 24 contains 26955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85725752.000000 Penalty: 43558.691406
Iteration 23Q: 21 clusters Score -8.572575e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 509 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 50128 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 33767 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 137906 members 
Mstep: Class 15 contains 111641 members 
Mstep: Class 16 contains 18726 members 
Mstep: Class 17 contains 125034 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 120574 members 
Mstep: Class 24 contains 28342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85728144.000000 Penalty: 43558.691406
Iteration 24Q: 21 clusters Score -8.572814e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 516 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 50119 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 33598 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 138128 members 
Mstep: Class 15 contains 111432 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 125308 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 19060 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 119501 members 
Mstep: Class 24 contains 29661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85731104.000000 Penalty: 43558.691406
Iteration 25Q: 21 clusters Score -8.57311e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 50109 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 33448 members 
Mstep: Class 11 contains 1611 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 138411 members 
Mstep: Class 15 contains 111274 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 125464 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 18839 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 118566 members 
Mstep: Class 24 contains 30839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85733392.000000 Penalty: 43558.691406
Iteration 26Q: 21 clusters Score -8.573339e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 50076 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 33268 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 138734 members 
Mstep: Class 15 contains 111092 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 125729 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 18642 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 117661 members 
Mstep: Class 24 contains 31921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85734696.000000 Penalty: 43558.691406
Iteration 27Q: 21 clusters Score -8.57347e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 49930 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 33163 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 139034 members 
Mstep: Class 15 contains 111037 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 125862 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 18471 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 116868 members 
Mstep: Class 24 contains 32933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85736864.000000 Penalty: 43558.691406
Iteration 28Q: 21 clusters Score -8.573686e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 49774 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 33058 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 139309 members 
Mstep: Class 15 contains 110946 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 126007 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18332 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 116106 members 
Mstep: Class 24 contains 33920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85738400.000000 Penalty: 43558.691406
Iteration 29Q: 21 clusters Score -8.57384e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 49622 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 32960 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 5052 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 139561 members 
Mstep: Class 15 contains 110936 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 126165 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 18213 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 115254 members 
Mstep: Class 24 contains 34829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85738608.000000 Penalty: 43558.691406
Iteration 30Q: 21 clusters Score -8.573861e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 49433 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 32920 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 139813 members 
Mstep: Class 15 contains 111002 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 126246 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 18106 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 114429 members 
Mstep: Class 24 contains 35634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85739344.000000 Penalty: 43558.691406
Iteration 31Q: 21 clusters Score -8.573934e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 49231 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 32878 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 5004 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 140101 members 
Mstep: Class 15 contains 111129 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126355 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 18010 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 36321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85740832.000000 Penalty: 43558.691406
Iteration 32Q: 21 clusters Score -8.574083e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 49035 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 140445 members 
Mstep: Class 15 contains 111327 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126446 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 17916 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 112707 members 
Mstep: Class 24 contains 36923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85741696.000000 Penalty: 43558.691406
Iteration 33Q: 21 clusters Score -8.57417e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 525 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 48868 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 32670 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 140681 members 
Mstep: Class 15 contains 111553 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126582 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 17847 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1094 members 
Mstep: Class 23 contains 111955 members 
Mstep: Class 24 contains 37433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85742528.000000 Penalty: 43558.691406
Iteration 34Q: 21 clusters Score -8.574253e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 522 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 48693 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 32546 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 140899 members 
Mstep: Class 15 contains 111861 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126655 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 17806 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 111306 members 
Mstep: Class 24 contains 37824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85743552.000000 Penalty: 43558.691406
Iteration 35Q: 21 clusters Score -8.574355e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 519 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 48538 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 32412 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 141070 members 
Mstep: Class 15 contains 112194 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126745 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 17749 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 110759 members 
Mstep: Class 24 contains 38122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85743864.000000 Penalty: 43558.691406
Iteration 36Q: 21 clusters Score -8.574386e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 32310 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 141222 members 
Mstep: Class 15 contains 112567 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126761 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 17705 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1076 members 
Mstep: Class 23 contains 110285 members 
Mstep: Class 24 contains 38353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85744760.000000 Penalty: 43558.691406
Iteration 37Q: 21 clusters Score -8.574476e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 48260 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32227 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141342 members 
Mstep: Class 15 contains 112961 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126732 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 17672 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 109854 members 
Mstep: Class 24 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85745688.000000 Penalty: 43558.691406
Iteration 38Q: 21 clusters Score -8.574569e+07 nChanged 5291
Entering ConstructFrom: 
Score: -85745688.000000 Penalty: 43558.691406
Entering ConstructFrom: 
Trying to split cluster 2 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -44120.191406 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -44120.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43298.246094 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -43298.25 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43878.847656 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -43878.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44105.191406 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -44105.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44256.125000 Penalty: 2032.494385
	Iteration 3F: 3 clusters Score -44256.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44369.761719 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -44369.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44453.546875 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -44453.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44518.105469 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -44518.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44584.480469 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -44584.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44626.457031 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -44626.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44670.535156 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -44670.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44692.062500 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -44692.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44709.593750 Penalty: 2032.494385
	Iteration 11Q: 3 clusters Score -44709.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44715.890625 Penalty: 2032.494385
	Iteration 12Q: 3 clusters Score -44715.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44718.773438 Penalty: 2032.494385
	Iteration 13Q: 3 clusters Score -44718.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44720.503906 Penalty: 2032.494385
	Iteration 14Q: 3 clusters Score -44720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44722.160156 Penalty: 2032.494385
	Iteration 15Q: 3 clusters Score -44722.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44722.445312 Penalty: 2032.494385
	Iteration 16F: 3 clusters Score -44722.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44724.113281 Penalty: 2032.494385
	Iteration 17Q: 3 clusters Score -44724.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44724.113281 Penalty: 2032.494385
	Iteration 18F: 3 clusters Score -44724.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 48152 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Entering Unmasked Estep 
Score: -85745448.000000 Penalty: 45736.625000
Splitting cluster 2 changes total score from -85745688.000000 to -85745448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -134106.218750 Penalty: 1145.221558
	Iteration 0F: 2 clusters Score -134106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132665.859375 Penalty: 2290.443115
	Iteration 0F: 3 clusters Score -132665.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133387.171875 Penalty: 2290.443115
	Iteration 1F: 3 clusters Score -133387.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -134245.062500 Penalty: 2290.443115
	Iteration 2F: 3 clusters Score -134245.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134839.406250 Penalty: 2290.443115
	Iteration 3F: 3 clusters Score -134839.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135112.625000 Penalty: 2290.443115
	Iteration 4F: 3 clusters Score -135112.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135253.781250 Penalty: 2290.443115
	Iteration 5Q: 3 clusters Score -135253.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135358.937500 Penalty: 2290.443115
	Iteration 6Q: 3 clusters Score -135358.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135411.921875 Penalty: 2290.443115
	Iteration 7Q: 3 clusters Score -135411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135431.234375 Penalty: 2290.443115
	Iteration 8Q: 3 clusters Score -135431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135443.296875 Penalty: 2290.443115
	Iteration 9Q: 3 clusters Score -135443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135447.109375 Penalty: 2290.443115
	Iteration 10Q: 3 clusters Score -135447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135447.109375 Penalty: 2290.443115
	Iteration 11F: 3 clusters Score -135447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 48152 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Entering Unmasked Estep 
Score: -85746296.000000 Penalty: 45736.625000
Splitting cluster 3 changes total score from -85745688.000000 to -85746296.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -266778.593750 Penalty: 1229.357178
	Iteration 0F: 2 clusters Score -266778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264909.218750 Penalty: 2458.714355
	Iteration 0F: 3 clusters Score -264909.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -266000.031250 Penalty: 2458.714355
	Iteration 1F: 3 clusters Score -266000 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -267293.156250 Penalty: 2458.714355
	Iteration 2F: 3 clusters Score -267293.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -268936.625000 Penalty: 2458.714355
	Iteration 3F: 3 clusters Score -268936.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -270285.562500 Penalty: 2458.714355
	Iteration 4F: 3 clusters Score -270285.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -270578.093750 Penalty: 2458.714355
	Iteration 5F: 3 clusters Score -270578.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -270638.125000 Penalty: 2458.714355
	Iteration 6Q: 3 clusters Score -270638.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -270662.781250 Penalty: 2458.714355
	Iteration 7Q: 3 clusters Score -270662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -270675.250000 Penalty: 2458.714355
	Iteration 8Q: 3 clusters Score -270675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -270684.093750 Penalty: 2458.714355
	Iteration 9Q: 3 clusters Score -270684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -270687.718750 Penalty: 2458.714355
	Iteration 10Q: 3 clusters Score -270687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -270688.937500 Penalty: 2458.714355
	Iteration 11Q: 3 clusters Score -270688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -270689.093750 Penalty: 2458.714355
	Iteration 12F: 3 clusters Score -270689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -270689.750000 Penalty: 2458.714355
	Iteration 13Q: 3 clusters Score -270689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -270689.750000 Penalty: 2458.714355
	Iteration 14F: 3 clusters Score -270689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 48152 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Entering Unmasked Estep 
Score: -85749264.000000 Penalty: 47914.558594
Splitting cluster 5 changes total score from -85745688.000000 to -85749264.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -38851.410156 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -38851.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38276.949219 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -38276.95 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39075.378906 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -39075.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39830.039062 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -39830.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40392.355469 Penalty: 1993.354370
	Iteration 3F: 3 clusters Score -40392.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40779.335938 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -40779.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40855.750000 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -40855.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40870.781250 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -40870.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40883.429688 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -40883.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40886.011719 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -40886.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40886.011719 Penalty: 1993.354370
	Iteration 9F: 3 clusters Score -40886.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 48152 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Entering Unmasked Estep 
Score: -85750112.000000 Penalty: 50092.492188
Splitting cluster 6 changes total score from -85745688.000000 to -85750112.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (48152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Entering Unmasked Estep 
Score: -6244114.500000 Penalty: 1752.094116
	Iteration 0F: 2 clusters Score -6244114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -6212194.500000 Penalty: 3504.188232
	Iteration 0F: 3 clusters Score -6212194 nChanged 22518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6226054.500000 Penalty: 3504.188232
	Iteration 1F: 3 clusters Score -6226054 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -6227901.500000 Penalty: 3504.188232
	Iteration 2F: 3 clusters Score -6227902 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6230152.500000 Penalty: 3504.188232
	Iteration 3F: 3 clusters Score -6230152 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -6233062.500000 Penalty: 3504.188232
	Iteration 4F: 3 clusters Score -6233062 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6236298.500000 Penalty: 3504.188232
	Iteration 5F: 3 clusters Score -6236298 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -6239472.000000 Penalty: 3504.188232
	Iteration 6F: 3 clusters Score -6239472 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -6241857.000000 Penalty: 3504.188232
	Iteration 7F: 3 clusters Score -6241857 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -6243592.500000 Penalty: 3504.188232
	Iteration 8Q: 3 clusters Score -6243592 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -6244844.500000 Penalty: 3504.188232
	Iteration 9Q: 3 clusters Score -6244844 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6245800.500000 Penalty: 3504.188232
	Iteration 10Q: 3 clusters Score -6245800 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6246590.000000 Penalty: 3504.188232
	Iteration 11Q: 3 clusters Score -6246590 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -6247118.000000 Penalty: 3504.188232
	Iteration 12Q: 3 clusters Score -6247118 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6247488.000000 Penalty: 3504.188232
	Iteration 13Q: 3 clusters Score -6247488 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -6247695.000000 Penalty: 3504.188232
	Iteration 14Q: 3 clusters Score -6247695 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -6247778.500000 Penalty: 3504.188232
	Iteration 15Q: 3 clusters Score -6247778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -6247865.000000 Penalty: 3504.188232
	Iteration 16Q: 3 clusters Score -6247865 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -6247911.500000 Penalty: 3504.188232
	Iteration 17Q: 3 clusters Score -6247912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -6247933.000000 Penalty: 3504.188232
	Iteration 18Q: 3 clusters Score -6247933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -6247954.500000 Penalty: 3504.188232
	Iteration 19Q: 3 clusters Score -6247954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6248131.000000 Penalty: 3504.188232
	Iteration 20F: 3 clusters Score -6248131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -6248234.500000 Penalty: 3504.188232
	Iteration 21Q: 3 clusters Score -6248234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -6248286.000000 Penalty: 3504.188232
	Iteration 22Q: 3 clusters Score -6248286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -6248305.000000 Penalty: 3504.188232
	Iteration 23Q: 3 clusters Score -6248305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -6248326.500000 Penalty: 3504.188232
	Iteration 24Q: 3 clusters Score -6248326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -6248338.500000 Penalty: 3504.188232
	Iteration 25Q: 3 clusters Score -6248338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -6248356.000000 Penalty: 3504.188232
	Iteration 26Q: 3 clusters Score -6248356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6248347.500000 Penalty: 3504.188232
	Iteration 27Q: 3 clusters Score -6248348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -6248339.500000 Penalty: 3504.188232
	Iteration 28Q: 3 clusters Score -6248340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -6248369.000000 Penalty: 3504.188232
	Iteration 29Q: 3 clusters Score -6248369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6248383.500000 Penalty: 3504.188232
	Iteration 30Q: 3 clusters Score -6248384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -6248393.000000 Penalty: 3504.188232
	Iteration 31Q: 3 clusters Score -6248393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -6248393.000000 Penalty: 3504.188232
	Iteration 32Q: 3 clusters Score -6248393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6248391.000000 Penalty: 3504.188232
	Iteration 33Q: 3 clusters Score -6248391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -6248396.000000 Penalty: 3504.188232
	Iteration 34Q: 3 clusters Score -6248396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -6248401.500000 Penalty: 3504.188232
	Iteration 35Q: 3 clusters Score -6248402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -6248407.000000 Penalty: 3504.188232
	Iteration 36Q: 3 clusters Score -6248407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -6248412.500000 Penalty: 3504.188232
	Iteration 37Q: 3 clusters Score -6248412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -6248415.000000 Penalty: 3504.188232
	Iteration 38Q: 3 clusters Score -6248415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -6248417.000000 Penalty: 3504.188232
	Iteration 39Q: 3 clusters Score -6248417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -6248433.500000 Penalty: 3504.188232
	Iteration 40F: 3 clusters Score -6248434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -6248431.000000 Penalty: 3504.188232
	Iteration 41Q: 3 clusters Score -6248431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -6248434.500000 Penalty: 3504.188232
	Iteration 42Q: 3 clusters Score -6248434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6248433.500000 Penalty: 3504.188232
	Iteration 43Q: 3 clusters Score -6248434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6248427.500000 Penalty: 3504.188232
	Iteration 44Q: 3 clusters Score -6248428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -6248425.000000 Penalty: 3504.188232
	Iteration 45Q: 3 clusters Score -6248425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -6248427.500000 Penalty: 3504.188232
	Iteration 46Q: 3 clusters Score -6248428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6248433.000000 Penalty: 3504.188232
	Iteration 47Q: 3 clusters Score -6248433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -6248436.500000 Penalty: 3504.188232
	Iteration 48Q: 3 clusters Score -6248436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -6248437.000000 Penalty: 3504.188232
	Iteration 49Q: 3 clusters Score -6248437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -6248437.000000 Penalty: 3504.188232
	Iteration 50F: 3 clusters Score -6248437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Entering Unmasked Estep 
Score: -85754576.000000 Penalty: 52270.425781
Splitting cluster 7 changes total score from -85745688.000000 to -85754576.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -73676.054688 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -73676.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72528.859375 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -72528.86 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73086.859375 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -73086.86 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73577.171875 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -73577.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74089.312500 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -74089.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74373.007812 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -74373.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74500.062500 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -74500.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74568.945312 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -74568.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74609.632812 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -74609.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74631.500000 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -74631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74644.773438 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -74644.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74654.640625 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -74654.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74657.789062 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -74657.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74658.867188 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -74658.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74659.757812 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -74659.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74660.437500 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -74660.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74661.671875 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -74661.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74661.671875 Penalty: 2154.542969
	Iteration 16F: 3 clusters Score -74661.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 32158 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Entering Unmasked Estep 
Score: -85754488.000000 Penalty: 54448.363281
Splitting cluster 8 changes total score from -85745688.000000 to -85754488.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (32158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Entering Unmasked Estep 
Score: -4152863.250000 Penalty: 1686.492554
	Iteration 0F: 2 clusters Score -4152863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4131255.750000 Penalty: 3372.985107
	Iteration 0F: 3 clusters Score -4131256 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4139869.250000 Penalty: 3372.985107
	Iteration 1F: 3 clusters Score -4139869 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4140858.750000 Penalty: 3372.985107
	Iteration 2F: 3 clusters Score -4140859 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4142426.000000 Penalty: 3372.985107
	Iteration 3F: 3 clusters Score -4142426 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4144658.000000 Penalty: 3372.985107
	Iteration 4F: 3 clusters Score -4144658 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4146948.750000 Penalty: 3372.985107
	Iteration 5F: 3 clusters Score -4146949 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4148770.750000 Penalty: 3372.985107
	Iteration 6F: 3 clusters Score -4148771 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4149891.750000 Penalty: 3372.985107
	Iteration 7F: 3 clusters Score -4149892 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4150523.750000 Penalty: 3372.985107
	Iteration 8Q: 3 clusters Score -4150524 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4150856.000000 Penalty: 3372.985107
	Iteration 9Q: 3 clusters Score -4150856 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4151127.500000 Penalty: 3372.985107
	Iteration 10Q: 3 clusters Score -4151128 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4151345.500000 Penalty: 3372.985107
	Iteration 11Q: 3 clusters Score -4151346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4151557.500000 Penalty: 3372.985107
	Iteration 12Q: 3 clusters Score -4151558 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4151724.500000 Penalty: 3372.985107
	Iteration 13Q: 3 clusters Score -4151724 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4151860.750000 Penalty: 3372.985107
	Iteration 14Q: 3 clusters Score -4151861 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4151957.500000 Penalty: 3372.985107
	Iteration 15Q: 3 clusters Score -4151958 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4152020.250000 Penalty: 3372.985107
	Iteration 16Q: 3 clusters Score -4152020 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4152094.250000 Penalty: 3372.985107
	Iteration 17Q: 3 clusters Score -4152094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4152172.500000 Penalty: 3372.985107
	Iteration 18Q: 3 clusters Score -4152172 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4152248.500000 Penalty: 3372.985107
	Iteration 19Q: 3 clusters Score -4152248 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4152304.000000 Penalty: 3372.985107
	Iteration 20F: 3 clusters Score -4152304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4152358.000000 Penalty: 3372.985107
	Iteration 21Q: 3 clusters Score -4152358 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4152414.750000 Penalty: 3372.985107
	Iteration 22Q: 3 clusters Score -4152415 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4152463.750000 Penalty: 3372.985107
	Iteration 23Q: 3 clusters Score -4152464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4152526.000000 Penalty: 3372.985107
	Iteration 24Q: 3 clusters Score -4152526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4152595.250000 Penalty: 3372.985107
	Iteration 25Q: 3 clusters Score -4152595 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4152668.000000 Penalty: 3372.985107
	Iteration 26Q: 3 clusters Score -4152668 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4152720.500000 Penalty: 3372.985107
	Iteration 27Q: 3 clusters Score -4152720 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4152799.500000 Penalty: 3372.985107
	Iteration 28Q: 3 clusters Score -4152800 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4152867.250000 Penalty: 3372.985107
	Iteration 29Q: 3 clusters Score -4152867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4152930.250000 Penalty: 3372.985107
	Iteration 30Q: 3 clusters Score -4152930 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4153000.500000 Penalty: 3372.985107
	Iteration 31Q: 3 clusters Score -4153000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4153044.250000 Penalty: 3372.985107
	Iteration 32Q: 3 clusters Score -4153044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4153094.750000 Penalty: 3372.985107
	Iteration 33Q: 3 clusters Score -4153095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4153163.000000 Penalty: 3372.985107
	Iteration 34Q: 3 clusters Score -4153163 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4153208.000000 Penalty: 3372.985107
	Iteration 35Q: 3 clusters Score -4153208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4153254.500000 Penalty: 3372.985107
	Iteration 36Q: 3 clusters Score -4153254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4153285.000000 Penalty: 3372.985107
	Iteration 37Q: 3 clusters Score -4153285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4153308.000000 Penalty: 3372.985107
	Iteration 38Q: 3 clusters Score -4153308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4153338.750000 Penalty: 3372.985107
	Iteration 39Q: 3 clusters Score -4153339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4153344.000000 Penalty: 3372.985107
	Iteration 40F: 3 clusters Score -4153344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4153361.500000 Penalty: 3372.985107
	Iteration 41Q: 3 clusters Score -4153362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4153366.250000 Penalty: 3372.985107
	Iteration 42Q: 3 clusters Score -4153366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4153372.000000 Penalty: 3372.985107
	Iteration 43Q: 3 clusters Score -4153372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4153372.750000 Penalty: 3372.985107
	Iteration 44Q: 3 clusters Score -4153373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4153372.250000 Penalty: 3372.985107
	Iteration 45Q: 3 clusters Score -4153372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4153385.750000 Penalty: 3372.985107
	Iteration 46Q: 3 clusters Score -4153386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -4153375.250000 Penalty: 3372.985107
	Iteration 47Q: 3 clusters Score -4153375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4153382.500000 Penalty: 3372.985107
	Iteration 48Q: 3 clusters Score -4153382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4153376.500000 Penalty: 3372.985107
	Iteration 49Q: 3 clusters Score -4153376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4153380.750000 Penalty: 3372.985107
	Iteration 50Q: 3 clusters Score -4153381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4153379.750000 Penalty: 3372.985107
	Iteration 51Q: 3 clusters Score -4153380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4153378.250000 Penalty: 3372.985107
	Iteration 52Q: 3 clusters Score -4153378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4153372.750000 Penalty: 3372.985107
	Iteration 53Q: 3 clusters Score -4153373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4153376.000000 Penalty: 3372.985107
	Iteration 54Q: 3 clusters Score -4153376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4153377.500000 Penalty: 3372.985107
	Iteration 55Q: 3 clusters Score -4153378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4153375.500000 Penalty: 3372.985107
	Iteration 56Q: 3 clusters Score -4153376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4153375.750000 Penalty: 3372.985107
	Iteration 57Q: 3 clusters Score -4153376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4153373.000000 Penalty: 3372.985107
	Iteration 58Q: 3 clusters Score -4153373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4153375.500000 Penalty: 3372.985107
	Iteration 59Q: 3 clusters Score -4153376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4153378.500000 Penalty: 3372.985107
	Iteration 60F: 3 clusters Score -4153378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4153377.500000 Penalty: 3372.985107
	Iteration 61Q: 3 clusters Score -4153378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4153380.750000 Penalty: 3372.985107
	Iteration 62Q: 3 clusters Score -4153381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4153380.750000 Penalty: 3372.985107
	Iteration 63F: 3 clusters Score -4153381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Entering Unmasked Estep 
Score: -85754504.000000 Penalty: 56626.296875
Splitting cluster 9 changes total score from -85745688.000000 to -85754504.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -183500.687500 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -183500.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181893.875000 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -181893.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183072.109375 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -183072.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184540.031250 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -184540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -186439.890625 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -186439.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -187716.468750 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -187716.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -187973.062500 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -187973.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -188047.625000 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -188047.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188085.109375 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -188085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -188110.046875 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -188110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -188137.656250 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -188137.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -188158.640625 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -188158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -188160.328125 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -188160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -188161.437500 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -188161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -188161.437500 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -188161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -188161.437500 Penalty: 2406.983398
	Iteration 14F: 3 clusters Score -188161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 490 members 
Entering Unmasked Estep 
Score: -85758096.000000 Penalty: 58804.230469
Splitting cluster 11 changes total score from -85745688.000000 to -85758096.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -649274.375000 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -649274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -645299.875000 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -645299.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -646463.375000 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -646463.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -646702.687500 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -646702.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -646886.937500 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -646886.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -647051.812500 Penalty: 2767.892822
	Iteration 4Q: 3 clusters Score -647051.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -647253.125000 Penalty: 2767.892822
	Iteration 5F: 3 clusters Score -647253.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -647472.375000 Penalty: 2767.892822
	Iteration 6F: 3 clusters Score -647472.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -647696.812500 Penalty: 2767.892822
	Iteration 7F: 3 clusters Score -647696.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -647941.625000 Penalty: 2767.892822
	Iteration 8F: 3 clusters Score -647941.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -648137.000000 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -648137 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648278.812500 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -648278.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -648372.562500 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -648372.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -648446.187500 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -648446.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -648492.062500 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -648492.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -648519.187500 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -648519.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -648538.812500 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -648538.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -648551.937500 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -648551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -648561.187500 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -648561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -648567.062500 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -648567.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -648569.750000 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -648569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -648572.437500 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -648572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -648574.375000 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -648574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -648574.937500 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -648574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -648576.750000 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -648576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -648578.125000 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -648578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -648579.812500 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -648579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -648579.562500 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -648579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -648581.250000 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -648581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -648582.375000 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -648582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -648582.250000 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -648582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -648582.500000 Penalty: 2767.892822
	Iteration 30Q: 3 clusters Score -648582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -648583.125000 Penalty: 2767.892822
	Iteration 31Q: 3 clusters Score -648583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -648583.375000 Penalty: 2767.892822
	Iteration 32Q: 3 clusters Score -648583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -648583.062500 Penalty: 2767.892822
	Iteration 33Q: 3 clusters Score -648583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -648583.562500 Penalty: 2767.892822
	Iteration 34Q: 3 clusters Score -648583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -648584.062500 Penalty: 2767.892822
	Iteration 35Q: 3 clusters Score -648584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -648584.625000 Penalty: 2767.892822
	Iteration 36Q: 3 clusters Score -648584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -648584.750000 Penalty: 2767.892822
	Iteration 37Q: 3 clusters Score -648584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -648584.750000 Penalty: 2767.892822
	Iteration 38F: 3 clusters Score -648584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -94971.750000 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -94971.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93781.718750 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -93781.72 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94627.617188 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -94627.62 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95181.976562 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -95181.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95556.695312 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -95556.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95773.359375 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -95773.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95891.234375 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -95891.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95974.890625 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -95974.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96005.625000 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -96005.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96016.375000 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -96016.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96019.289062 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -96019.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96019.289062 Penalty: 2219.331299
	Iteration 10F: 3 clusters Score -96019.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 539 members 
Entering Unmasked Estep 
Score: -85758136.000000 Penalty: 60982.164062
Splitting cluster 13 changes total score from -85745688.000000 to -85758136.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (141484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Entering Unmasked Estep 
Score: -18788260.000000 Penalty: 1927.240479
	Iteration 0F: 2 clusters Score -1.878826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -18778636.000000 Penalty: 3854.480957
	Iteration 0F: 3 clusters Score -1.877864e+07 nChanged 68157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -18818186.000000 Penalty: 3854.480957
	Iteration 1F: 3 clusters Score -1.881819e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -18819298.000000 Penalty: 3854.480957
	Iteration 2Q: 3 clusters Score -1.88193e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -18821446.000000 Penalty: 3854.480957
	Iteration 3Q: 3 clusters Score -1.882145e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -18825600.000000 Penalty: 3854.480957
	Iteration 4F: 3 clusters Score -1.88256e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -18833580.000000 Penalty: 3854.480957
	Iteration 5F: 3 clusters Score -1.883358e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -18842396.000000 Penalty: 3854.480957
	Iteration 6F: 3 clusters Score -1.88424e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -18845924.000000 Penalty: 3854.480957
	Iteration 7F: 3 clusters Score -1.884592e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -18846376.000000 Penalty: 3854.480957
	Iteration 8Q: 3 clusters Score -1.884638e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -18846662.000000 Penalty: 3854.480957
	Iteration 9Q: 3 clusters Score -1.884666e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -18846864.000000 Penalty: 3854.480957
	Iteration 10Q: 3 clusters Score -1.884686e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -18847120.000000 Penalty: 3854.480957
	Iteration 11Q: 3 clusters Score -1.884712e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -18847472.000000 Penalty: 3854.480957
	Iteration 12Q: 3 clusters Score -1.884747e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -18847904.000000 Penalty: 3854.480957
	Iteration 13Q: 3 clusters Score -1.88479e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -18848378.000000 Penalty: 3854.480957
	Iteration 14Q: 3 clusters Score -1.884838e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -18848654.000000 Penalty: 3854.480957
	Iteration 15Q: 3 clusters Score -1.884865e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -18849220.000000 Penalty: 3854.480957
	Iteration 16Q: 3 clusters Score -1.884922e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -18849646.000000 Penalty: 3854.480957
	Iteration 17Q: 3 clusters Score -1.884965e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -18850070.000000 Penalty: 3854.480957
	Iteration 18Q: 3 clusters Score -1.885007e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -18850570.000000 Penalty: 3854.480957
	Iteration 19Q: 3 clusters Score -1.885057e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -18851024.000000 Penalty: 3854.480957
	Iteration 20F: 3 clusters Score -1.885102e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -18851336.000000 Penalty: 3854.480957
	Iteration 21Q: 3 clusters Score -1.885134e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -18851702.000000 Penalty: 3854.480957
	Iteration 22Q: 3 clusters Score -1.88517e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -18851972.000000 Penalty: 3854.480957
	Iteration 23Q: 3 clusters Score -1.885197e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -18852446.000000 Penalty: 3854.480957
	Iteration 24Q: 3 clusters Score -1.885245e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -18852726.000000 Penalty: 3854.480957
	Iteration 25Q: 3 clusters Score -1.885273e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -18853038.000000 Penalty: 3854.480957
	Iteration 26Q: 3 clusters Score -1.885304e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -18853208.000000 Penalty: 3854.480957
	Iteration 27Q: 3 clusters Score -1.885321e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -18853522.000000 Penalty: 3854.480957
	Iteration 28Q: 3 clusters Score -1.885352e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -18853662.000000 Penalty: 3854.480957
	Iteration 29Q: 3 clusters Score -1.885366e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -18853926.000000 Penalty: 3854.480957
	Iteration 30Q: 3 clusters Score -1.885393e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -18854172.000000 Penalty: 3854.480957
	Iteration 31Q: 3 clusters Score -1.885417e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -18854416.000000 Penalty: 3854.480957
	Iteration 32Q: 3 clusters Score -1.885442e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -18854680.000000 Penalty: 3854.480957
	Iteration 33Q: 3 clusters Score -1.885468e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -18854928.000000 Penalty: 3854.480957
	Iteration 34Q: 3 clusters Score -1.885493e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -18855220.000000 Penalty: 3854.480957
	Iteration 35Q: 3 clusters Score -1.885522e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -18855444.000000 Penalty: 3854.480957
	Iteration 36Q: 3 clusters Score -1.885544e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -18855648.000000 Penalty: 3854.480957
	Iteration 37Q: 3 clusters Score -1.885565e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -18855774.000000 Penalty: 3854.480957
	Iteration 38Q: 3 clusters Score -1.885577e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -18855984.000000 Penalty: 3854.480957
	Iteration 39Q: 3 clusters Score -1.885598e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -18856184.000000 Penalty: 3854.480957
	Iteration 40F: 3 clusters Score -1.885618e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -18856304.000000 Penalty: 3854.480957
	Iteration 41Q: 3 clusters Score -1.88563e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -18856454.000000 Penalty: 3854.480957
	Iteration 42Q: 3 clusters Score -1.885645e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -18856626.000000 Penalty: 3854.480957
	Iteration 43Q: 3 clusters Score -1.885663e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -18856826.000000 Penalty: 3854.480957
	Iteration 44Q: 3 clusters Score -1.885683e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -18856970.000000 Penalty: 3854.480957
	Iteration 45Q: 3 clusters Score -1.885697e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -18857112.000000 Penalty: 3854.480957
	Iteration 46Q: 3 clusters Score -1.885711e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -18857100.000000 Penalty: 3854.480957
	Iteration 47Q: 3 clusters Score -1.88571e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -18857278.000000 Penalty: 3854.480957
	Iteration 48Q: 3 clusters Score -1.885728e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -18857316.000000 Penalty: 3854.480957
	Iteration 49Q: 3 clusters Score -1.885732e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -18857364.000000 Penalty: 3854.480957
	Iteration 50Q: 3 clusters Score -1.885736e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -18857446.000000 Penalty: 3854.480957
	Iteration 51Q: 3 clusters Score -1.885745e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -18857514.000000 Penalty: 3854.480957
	Iteration 52Q: 3 clusters Score -1.885751e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -18857596.000000 Penalty: 3854.480957
	Iteration 53Q: 3 clusters Score -1.88576e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -18857594.000000 Penalty: 3854.480957
	Iteration 54Q: 3 clusters Score -1.885759e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -18857646.000000 Penalty: 3854.480957
	Iteration 55Q: 3 clusters Score -1.885765e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -18857624.000000 Penalty: 3854.480957
	Iteration 56Q: 3 clusters Score -1.885762e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -18857634.000000 Penalty: 3854.480957
	Iteration 57Q: 3 clusters Score -1.885763e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -18857648.000000 Penalty: 3854.480957
	Iteration 58Q: 3 clusters Score -1.885765e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -18857642.000000 Penalty: 3854.480957
	Iteration 59Q: 3 clusters Score -1.885764e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -18857614.000000 Penalty: 3854.480957
	Iteration 60F: 3 clusters Score -1.885761e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -18857604.000000 Penalty: 3854.480957
	Iteration 61Q: 3 clusters Score -1.88576e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -18857642.000000 Penalty: 3854.480957
	Iteration 62Q: 3 clusters Score -1.885764e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -18857600.000000 Penalty: 3854.480957
	Iteration 63Q: 3 clusters Score -1.88576e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -18857576.000000 Penalty: 3854.480957
	Iteration 64Q: 3 clusters Score -1.885758e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -18857590.000000 Penalty: 3854.480957
	Iteration 65Q: 3 clusters Score -1.885759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -18857612.000000 Penalty: 3854.480957
	Iteration 66Q: 3 clusters Score -1.885761e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -18857622.000000 Penalty: 3854.480957
	Iteration 67Q: 3 clusters Score -1.885762e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -18857618.000000 Penalty: 3854.480957
	Iteration 68Q: 3 clusters Score -1.885762e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -18857598.000000 Penalty: 3854.480957
	Iteration 69Q: 3 clusters Score -1.88576e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -18857586.000000 Penalty: 3854.480957
	Iteration 70Q: 3 clusters Score -1.885759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -18857578.000000 Penalty: 3854.480957
	Iteration 71Q: 3 clusters Score -1.885758e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -18857590.000000 Penalty: 3854.480957
	Iteration 72Q: 3 clusters Score -1.885759e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -18857616.000000 Penalty: 3854.480957
	Iteration 73Q: 3 clusters Score -1.885762e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -18857606.000000 Penalty: 3854.480957
	Iteration 74Q: 3 clusters Score -1.885761e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -18857622.000000 Penalty: 3854.480957
	Iteration 75Q: 3 clusters Score -1.885762e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -18857622.000000 Penalty: 3854.480957
	Iteration 76Q: 3 clusters Score -1.885762e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -18857630.000000 Penalty: 3854.480957
	Iteration 77Q: 3 clusters Score -1.885763e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -18857648.000000 Penalty: 3854.480957
	Iteration 78Q: 3 clusters Score -1.885765e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -18857644.000000 Penalty: 3854.480957
	Iteration 79Q: 3 clusters Score -1.885764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -18857646.000000 Penalty: 3854.480957
	Iteration 80F: 3 clusters Score -1.885765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -18857652.000000 Penalty: 3854.480957
	Iteration 81Q: 3 clusters Score -1.885765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -18857626.000000 Penalty: 3854.480957
	Iteration 82Q: 3 clusters Score -1.885763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -18857646.000000 Penalty: 3854.480957
	Iteration 83Q: 3 clusters Score -1.885765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -18857652.000000 Penalty: 3854.480957
	Iteration 84Q: 3 clusters Score -1.885765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -18857646.000000 Penalty: 3854.480957
	Iteration 85Q: 3 clusters Score -1.885765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -18857640.000000 Penalty: 3854.480957
	Iteration 86Q: 3 clusters Score -1.885764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -18857626.000000 Penalty: 3854.480957
	Iteration 87Q: 3 clusters Score -1.885763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -18857630.000000 Penalty: 3854.480957
	Iteration 88Q: 3 clusters Score -1.885763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -18857638.000000 Penalty: 3854.480957
	Iteration 89Q: 3 clusters Score -1.885764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -18857630.000000 Penalty: 3854.480957
	Iteration 90Q: 3 clusters Score -1.885763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -18857622.000000 Penalty: 3854.480957
	Iteration 91Q: 3 clusters Score -1.885762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -18857636.000000 Penalty: 3854.480957
	Iteration 92Q: 3 clusters Score -1.885764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -18857644.000000 Penalty: 3854.480957
	Iteration 93Q: 3 clusters Score -1.885764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 3854.480957
	Iteration 94Q: 3 clusters Score -1.885766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -18857664.000000 Penalty: 3854.480957
	Iteration 95Q: 3 clusters Score -1.885766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 3854.480957
	Iteration 96Q: 3 clusters Score -1.885766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 3854.480957
	Iteration 97Q: 3 clusters Score -1.885766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -18857648.000000 Penalty: 3854.480957
	Iteration 98Q: 3 clusters Score -1.885765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -18857648.000000 Penalty: 3854.480957
	Iteration 99Q: 3 clusters Score -1.885765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -18857648.000000 Penalty: 3854.480957
	Iteration 100F: 3 clusters Score -1.885765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -18857650.000000 Penalty: 3854.480957
	Iteration 101Q: 3 clusters Score -1.885765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -18857654.000000 Penalty: 3854.480957
	Iteration 102Q: 3 clusters Score -1.885765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -18857672.000000 Penalty: 3854.480957
	Iteration 103Q: 3 clusters Score -1.885767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -18857654.000000 Penalty: 3854.480957
	Iteration 104Q: 3 clusters Score -1.885765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 3854.480957
	Iteration 105Q: 3 clusters Score -1.885766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -18857668.000000 Penalty: 3854.480957
	Iteration 106Q: 3 clusters Score -1.885767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -18857662.000000 Penalty: 3854.480957
	Iteration 107Q: 3 clusters Score -1.885766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -18857662.000000 Penalty: 3854.480957
	Iteration 108F: 3 clusters Score -1.885766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 63005 members 
Mstep: Class 15 contains 113333 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 539 members 
Mstep: Class 29 contains 78479 members 
Entering Unmasked Estep 
Score: -85826864.000000 Penalty: 63160.101562
Splitting cluster 14 changes total score from -85745688.000000 to -85826864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (113333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Entering Unmasked Estep 
Score: -14977245.000000 Penalty: 1891.188843
	Iteration 0F: 2 clusters Score -1.497724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -14921340.000000 Penalty: 3782.377686
	Iteration 0F: 3 clusters Score -1.492134e+07 nChanged 54144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -14952849.000000 Penalty: 3782.377686
	Iteration 1F: 3 clusters Score -1.495285e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -14953638.000000 Penalty: 3782.377686
	Iteration 2Q: 3 clusters Score -1.495364e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -14954741.000000 Penalty: 3782.377686
	Iteration 3Q: 3 clusters Score -1.495474e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -14956298.000000 Penalty: 3782.377686
	Iteration 4Q: 3 clusters Score -1.49563e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -14958551.000000 Penalty: 3782.377686
	Iteration 5F: 3 clusters Score -1.495855e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -14961571.000000 Penalty: 3782.377686
	Iteration 6F: 3 clusters Score -1.496157e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -14965846.000000 Penalty: 3782.377686
	Iteration 7F: 3 clusters Score -1.496585e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -14970861.000000 Penalty: 3782.377686
	Iteration 8F: 3 clusters Score -1.497086e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -14975208.000000 Penalty: 3782.377686
	Iteration 9F: 3 clusters Score -1.497521e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -14977529.000000 Penalty: 3782.377686
	Iteration 10Q: 3 clusters Score -1.497753e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -14978274.000000 Penalty: 3782.377686
	Iteration 11Q: 3 clusters Score -1.497827e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -14978305.000000 Penalty: 3782.377686
	Iteration 12Q: 3 clusters Score -1.49783e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -14978345.000000 Penalty: 3782.377686
	Iteration 13Q: 3 clusters Score -1.497834e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -14978443.000000 Penalty: 3782.377686
	Iteration 14Q: 3 clusters Score -1.497844e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -14978499.000000 Penalty: 3782.377686
	Iteration 15Q: 3 clusters Score -1.49785e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -14978512.000000 Penalty: 3782.377686
	Iteration 16Q: 3 clusters Score -1.497851e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -14978521.000000 Penalty: 3782.377686
	Iteration 17Q: 3 clusters Score -1.497852e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -14978597.000000 Penalty: 3782.377686
	Iteration 18Q: 3 clusters Score -1.49786e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -14978576.000000 Penalty: 3782.377686
	Iteration 19Q: 3 clusters Score -1.497858e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -14978649.000000 Penalty: 3782.377686
	Iteration 20F: 3 clusters Score -1.497865e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -14978725.000000 Penalty: 3782.377686
	Iteration 21Q: 3 clusters Score -1.497872e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -14978785.000000 Penalty: 3782.377686
	Iteration 22Q: 3 clusters Score -1.497878e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -14978804.000000 Penalty: 3782.377686
	Iteration 23Q: 3 clusters Score -1.49788e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -14978789.000000 Penalty: 3782.377686
	Iteration 24Q: 3 clusters Score -1.497879e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -14978858.000000 Penalty: 3782.377686
	Iteration 25Q: 3 clusters Score -1.497886e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -14978864.000000 Penalty: 3782.377686
	Iteration 26Q: 3 clusters Score -1.497886e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -14978898.000000 Penalty: 3782.377686
	Iteration 27Q: 3 clusters Score -1.49789e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -14978917.000000 Penalty: 3782.377686
	Iteration 28Q: 3 clusters Score -1.497892e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -14978922.000000 Penalty: 3782.377686
	Iteration 29Q: 3 clusters Score -1.497892e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -14978914.000000 Penalty: 3782.377686
	Iteration 30Q: 3 clusters Score -1.497891e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -14978927.000000 Penalty: 3782.377686
	Iteration 31Q: 3 clusters Score -1.497893e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -14978947.000000 Penalty: 3782.377686
	Iteration 32Q: 3 clusters Score -1.497895e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -14979018.000000 Penalty: 3782.377686
	Iteration 33Q: 3 clusters Score -1.497902e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -14979035.000000 Penalty: 3782.377686
	Iteration 34Q: 3 clusters Score -1.497904e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -14979062.000000 Penalty: 3782.377686
	Iteration 35Q: 3 clusters Score -1.497906e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -14979065.000000 Penalty: 3782.377686
	Iteration 36Q: 3 clusters Score -1.497906e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -14979049.000000 Penalty: 3782.377686
	Iteration 37Q: 3 clusters Score -1.497905e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -14979072.000000 Penalty: 3782.377686
	Iteration 38Q: 3 clusters Score -1.497907e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -14979114.000000 Penalty: 3782.377686
	Iteration 39Q: 3 clusters Score -1.497911e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -14979110.000000 Penalty: 3782.377686
	Iteration 40F: 3 clusters Score -1.497911e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -14979104.000000 Penalty: 3782.377686
	Iteration 41Q: 3 clusters Score -1.49791e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -14979118.000000 Penalty: 3782.377686
	Iteration 42Q: 3 clusters Score -1.497912e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -14979126.000000 Penalty: 3782.377686
	Iteration 43Q: 3 clusters Score -1.497913e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -14979055.000000 Penalty: 3782.377686
	Iteration 44Q: 3 clusters Score -1.497906e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -14979073.000000 Penalty: 3782.377686
	Iteration 45Q: 3 clusters Score -1.497907e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -14979111.000000 Penalty: 3782.377686
	Iteration 46Q: 3 clusters Score -1.497911e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -14979064.000000 Penalty: 3782.377686
	Iteration 47Q: 3 clusters Score -1.497906e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -14979132.000000 Penalty: 3782.377686
	Iteration 48Q: 3 clusters Score -1.497913e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -14979144.000000 Penalty: 3782.377686
	Iteration 49Q: 3 clusters Score -1.497914e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -14979124.000000 Penalty: 3782.377686
	Iteration 50Q: 3 clusters Score -1.497912e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -14979165.000000 Penalty: 3782.377686
	Iteration 51Q: 3 clusters Score -1.497916e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -14979202.000000 Penalty: 3782.377686
	Iteration 52Q: 3 clusters Score -1.49792e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -14979208.000000 Penalty: 3782.377686
	Iteration 53Q: 3 clusters Score -1.497921e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -14979170.000000 Penalty: 3782.377686
	Iteration 54Q: 3 clusters Score -1.497917e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -14979180.000000 Penalty: 3782.377686
	Iteration 55Q: 3 clusters Score -1.497918e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -14979146.000000 Penalty: 3782.377686
	Iteration 56Q: 3 clusters Score -1.497915e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -14979164.000000 Penalty: 3782.377686
	Iteration 57Q: 3 clusters Score -1.497916e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -14979191.000000 Penalty: 3782.377686
	Iteration 58Q: 3 clusters Score -1.497919e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -14979236.000000 Penalty: 3782.377686
	Iteration 59Q: 3 clusters Score -1.497924e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -14979232.000000 Penalty: 3782.377686
	Iteration 60F: 3 clusters Score -1.497923e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -14979253.000000 Penalty: 3782.377686
	Iteration 61Q: 3 clusters Score -1.497925e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -14979271.000000 Penalty: 3782.377686
	Iteration 62Q: 3 clusters Score -1.497927e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -14979304.000000 Penalty: 3782.377686
	Iteration 63Q: 3 clusters Score -1.49793e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -14979342.000000 Penalty: 3782.377686
	Iteration 64Q: 3 clusters Score -1.497934e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -14979302.000000 Penalty: 3782.377686
	Iteration 65Q: 3 clusters Score -1.49793e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -14979320.000000 Penalty: 3782.377686
	Iteration 66Q: 3 clusters Score -1.497932e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -14979319.000000 Penalty: 3782.377686
	Iteration 67Q: 3 clusters Score -1.497932e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -14979354.000000 Penalty: 3782.377686
	Iteration 68Q: 3 clusters Score -1.497935e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -14979403.000000 Penalty: 3782.377686
	Iteration 69Q: 3 clusters Score -1.49794e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -14979435.000000 Penalty: 3782.377686
	Iteration 70Q: 3 clusters Score -1.497944e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -14979434.000000 Penalty: 3782.377686
	Iteration 71Q: 3 clusters Score -1.497943e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -14979441.000000 Penalty: 3782.377686
	Iteration 72Q: 3 clusters Score -1.497944e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -14979453.000000 Penalty: 3782.377686
	Iteration 73Q: 3 clusters Score -1.497945e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -14979471.000000 Penalty: 3782.377686
	Iteration 74Q: 3 clusters Score -1.497947e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -14979472.000000 Penalty: 3782.377686
	Iteration 75Q: 3 clusters Score -1.497947e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -14979439.000000 Penalty: 3782.377686
	Iteration 76Q: 3 clusters Score -1.497944e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -14979456.000000 Penalty: 3782.377686
	Iteration 77Q: 3 clusters Score -1.497946e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -14979470.000000 Penalty: 3782.377686
	Iteration 78Q: 3 clusters Score -1.497947e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -14979487.000000 Penalty: 3782.377686
	Iteration 79Q: 3 clusters Score -1.497949e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -14979497.000000 Penalty: 3782.377686
	Iteration 80F: 3 clusters Score -1.49795e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -14979488.000000 Penalty: 3782.377686
	Iteration 81Q: 3 clusters Score -1.497949e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -14979492.000000 Penalty: 3782.377686
	Iteration 82Q: 3 clusters Score -1.497949e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -14979535.000000 Penalty: 3782.377686
	Iteration 83Q: 3 clusters Score -1.497954e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -14979522.000000 Penalty: 3782.377686
	Iteration 84Q: 3 clusters Score -1.497952e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -14979513.000000 Penalty: 3782.377686
	Iteration 85Q: 3 clusters Score -1.497951e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -14979531.000000 Penalty: 3782.377686
	Iteration 86Q: 3 clusters Score -1.497953e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -14979549.000000 Penalty: 3782.377686
	Iteration 87Q: 3 clusters Score -1.497955e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -14979550.000000 Penalty: 3782.377686
	Iteration 88Q: 3 clusters Score -1.497955e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -14979513.000000 Penalty: 3782.377686
	Iteration 89Q: 3 clusters Score -1.497951e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -14979494.000000 Penalty: 3782.377686
	Iteration 90Q: 3 clusters Score -1.497949e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -14979519.000000 Penalty: 3782.377686
	Iteration 91Q: 3 clusters Score -1.497952e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -14979547.000000 Penalty: 3782.377686
	Iteration 92Q: 3 clusters Score -1.497955e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -14979550.000000 Penalty: 3782.377686
	Iteration 93Q: 3 clusters Score -1.497955e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -14979570.000000 Penalty: 3782.377686
	Iteration 94Q: 3 clusters Score -1.497957e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -14979567.000000 Penalty: 3782.377686
	Iteration 95Q: 3 clusters Score -1.497957e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -14979628.000000 Penalty: 3782.377686
	Iteration 96Q: 3 clusters Score -1.497963e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -14979628.000000 Penalty: 3782.377686
	Iteration 97Q: 3 clusters Score -1.497963e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -14979599.000000 Penalty: 3782.377686
	Iteration 98Q: 3 clusters Score -1.49796e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -14979596.000000 Penalty: 3782.377686
	Iteration 99Q: 3 clusters Score -1.49796e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -14979574.000000 Penalty: 3782.377686
	Iteration 100F: 3 clusters Score -1.497957e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -14979514.000000 Penalty: 3782.377686
	Iteration 101Q: 3 clusters Score -1.497951e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -14979527.000000 Penalty: 3782.377686
	Iteration 102Q: 3 clusters Score -1.497953e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -14979581.000000 Penalty: 3782.377686
	Iteration 103Q: 3 clusters Score -1.497958e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -14979612.000000 Penalty: 3782.377686
	Iteration 104Q: 3 clusters Score -1.497961e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -14979601.000000 Penalty: 3782.377686
	Iteration 105Q: 3 clusters Score -1.49796e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -14979633.000000 Penalty: 3782.377686
	Iteration 106Q: 3 clusters Score -1.497963e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -14979661.000000 Penalty: 3782.377686
	Iteration 107Q: 3 clusters Score -1.497966e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -14979611.000000 Penalty: 3782.377686
	Iteration 108Q: 3 clusters Score -1.497961e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -14979588.000000 Penalty: 3782.377686
	Iteration 109Q: 3 clusters Score -1.497959e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -14979549.000000 Penalty: 3782.377686
	Iteration 110Q: 3 clusters Score -1.497955e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -14979583.000000 Penalty: 3782.377686
	Iteration 111Q: 3 clusters Score -1.497958e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -14979623.000000 Penalty: 3782.377686
	Iteration 112Q: 3 clusters Score -1.497962e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -14979637.000000 Penalty: 3782.377686
	Iteration 113Q: 3 clusters Score -1.497964e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -14979639.000000 Penalty: 3782.377686
	Iteration 114Q: 3 clusters Score -1.497964e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -14979706.000000 Penalty: 3782.377686
	Iteration 115Q: 3 clusters Score -1.497971e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -14979725.000000 Penalty: 3782.377686
	Iteration 116Q: 3 clusters Score -1.497972e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -14979762.000000 Penalty: 3782.377686
	Iteration 117Q: 3 clusters Score -1.497976e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -14979787.000000 Penalty: 3782.377686
	Iteration 118Q: 3 clusters Score -1.497979e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -14979851.000000 Penalty: 3782.377686
	Iteration 119Q: 3 clusters Score -1.497985e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -14979907.000000 Penalty: 3782.377686
	Iteration 120F: 3 clusters Score -1.497991e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -14979948.000000 Penalty: 3782.377686
	Iteration 121Q: 3 clusters Score -1.497995e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -14980008.000000 Penalty: 3782.377686
	Iteration 122Q: 3 clusters Score -1.498001e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -14980092.000000 Penalty: 3782.377686
	Iteration 123Q: 3 clusters Score -1.498009e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -14980139.000000 Penalty: 3782.377686
	Iteration 124Q: 3 clusters Score -1.498014e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -14980154.000000 Penalty: 3782.377686
	Iteration 125Q: 3 clusters Score -1.498015e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -14980230.000000 Penalty: 3782.377686
	Iteration 126Q: 3 clusters Score -1.498023e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -14980288.000000 Penalty: 3782.377686
	Iteration 127Q: 3 clusters Score -1.498029e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -14980341.000000 Penalty: 3782.377686
	Iteration 128Q: 3 clusters Score -1.498034e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -14980346.000000 Penalty: 3782.377686
	Iteration 129Q: 3 clusters Score -1.498035e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -14980390.000000 Penalty: 3782.377686
	Iteration 130Q: 3 clusters Score -1.498039e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -14980390.000000 Penalty: 3782.377686
	Iteration 131Q: 3 clusters Score -1.498039e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -14980439.000000 Penalty: 3782.377686
	Iteration 132Q: 3 clusters Score -1.498044e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -14980533.000000 Penalty: 3782.377686
	Iteration 133Q: 3 clusters Score -1.498053e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -14980679.000000 Penalty: 3782.377686
	Iteration 134Q: 3 clusters Score -1.498068e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -14980747.000000 Penalty: 3782.377686
	Iteration 135Q: 3 clusters Score -1.498075e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -14980811.000000 Penalty: 3782.377686
	Iteration 136Q: 3 clusters Score -1.498081e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -14980871.000000 Penalty: 3782.377686
	Iteration 137Q: 3 clusters Score -1.498087e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -14980924.000000 Penalty: 3782.377686
	Iteration 138Q: 3 clusters Score -1.498092e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -14980971.000000 Penalty: 3782.377686
	Iteration 139Q: 3 clusters Score -1.498097e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -14981007.000000 Penalty: 3782.377686
	Iteration 140F: 3 clusters Score -1.498101e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -14981069.000000 Penalty: 3782.377686
	Iteration 141Q: 3 clusters Score -1.498107e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -14981128.000000 Penalty: 3782.377686
	Iteration 142Q: 3 clusters Score -1.498113e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -14981159.000000 Penalty: 3782.377686
	Iteration 143Q: 3 clusters Score -1.498116e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -14981122.000000 Penalty: 3782.377686
	Iteration 144Q: 3 clusters Score -1.498112e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -14981142.000000 Penalty: 3782.377686
	Iteration 145Q: 3 clusters Score -1.498114e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -14981155.000000 Penalty: 3782.377686
	Iteration 146Q: 3 clusters Score -1.498116e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -14981218.000000 Penalty: 3782.377686
	Iteration 147Q: 3 clusters Score -1.498122e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -14981205.000000 Penalty: 3782.377686
	Iteration 148Q: 3 clusters Score -1.49812e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -14981282.000000 Penalty: 3782.377686
	Iteration 149Q: 3 clusters Score -1.498128e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -14981335.000000 Penalty: 3782.377686
	Iteration 150Q: 3 clusters Score -1.498134e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -14981334.000000 Penalty: 3782.377686
	Iteration 151Q: 3 clusters Score -1.498133e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -14981348.000000 Penalty: 3782.377686
	Iteration 152Q: 3 clusters Score -1.498135e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -14981392.000000 Penalty: 3782.377686
	Iteration 153Q: 3 clusters Score -1.498139e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -14981437.000000 Penalty: 3782.377686
	Iteration 154Q: 3 clusters Score -1.498144e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -14981462.000000 Penalty: 3782.377686
	Iteration 155Q: 3 clusters Score -1.498146e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -14981490.000000 Penalty: 3782.377686
	Iteration 156Q: 3 clusters Score -1.498149e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -14981470.000000 Penalty: 3782.377686
	Iteration 157Q: 3 clusters Score -1.498147e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -14981573.000000 Penalty: 3782.377686
	Iteration 158Q: 3 clusters Score -1.498157e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -14981601.000000 Penalty: 3782.377686
	Iteration 159Q: 3 clusters Score -1.49816e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -14981679.000000 Penalty: 3782.377686
	Iteration 160F: 3 clusters Score -1.498168e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -14981664.000000 Penalty: 3782.377686
	Iteration 161Q: 3 clusters Score -1.498166e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -14981750.000000 Penalty: 3782.377686
	Iteration 162Q: 3 clusters Score -1.498175e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -14981839.000000 Penalty: 3782.377686
	Iteration 163Q: 3 clusters Score -1.498184e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -14981887.000000 Penalty: 3782.377686
	Iteration 164Q: 3 clusters Score -1.498189e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -14981920.000000 Penalty: 3782.377686
	Iteration 165Q: 3 clusters Score -1.498192e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14981898.000000 Penalty: 3782.377686
	Iteration 166Q: 3 clusters Score -1.49819e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -14981892.000000 Penalty: 3782.377686
	Iteration 167Q: 3 clusters Score -1.498189e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -14981951.000000 Penalty: 3782.377686
	Iteration 168Q: 3 clusters Score -1.498195e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -14981994.000000 Penalty: 3782.377686
	Iteration 169Q: 3 clusters Score -1.498199e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -14982032.000000 Penalty: 3782.377686
	Iteration 170Q: 3 clusters Score -1.498203e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -14982056.000000 Penalty: 3782.377686
	Iteration 171Q: 3 clusters Score -1.498206e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -14982094.000000 Penalty: 3782.377686
	Iteration 172Q: 3 clusters Score -1.498209e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -14982097.000000 Penalty: 3782.377686
	Iteration 173Q: 3 clusters Score -1.49821e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -14982114.000000 Penalty: 3782.377686
	Iteration 174Q: 3 clusters Score -1.498211e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -14982134.000000 Penalty: 3782.377686
	Iteration 175Q: 3 clusters Score -1.498213e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -14982154.000000 Penalty: 3782.377686
	Iteration 176Q: 3 clusters Score -1.498215e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -14982190.000000 Penalty: 3782.377686
	Iteration 177Q: 3 clusters Score -1.498219e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -14982208.000000 Penalty: 3782.377686
	Iteration 178Q: 3 clusters Score -1.498221e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -14982213.000000 Penalty: 3782.377686
	Iteration 179Q: 3 clusters Score -1.498221e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -14982210.000000 Penalty: 3782.377686
	Iteration 180F: 3 clusters Score -1.498221e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -14982256.000000 Penalty: 3782.377686
	Iteration 181Q: 3 clusters Score -1.498226e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -14982269.000000 Penalty: 3782.377686
	Iteration 182Q: 3 clusters Score -1.498227e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -14982277.000000 Penalty: 3782.377686
	Iteration 183Q: 3 clusters Score -1.498228e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -14982250.000000 Penalty: 3782.377686
	Iteration 184Q: 3 clusters Score -1.498225e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -14982328.000000 Penalty: 3782.377686
	Iteration 185Q: 3 clusters Score -1.498233e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -14982341.000000 Penalty: 3782.377686
	Iteration 186Q: 3 clusters Score -1.498234e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -14982382.000000 Penalty: 3782.377686
	Iteration 187Q: 3 clusters Score -1.498238e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -14982397.000000 Penalty: 3782.377686
	Iteration 188Q: 3 clusters Score -1.49824e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -14982454.000000 Penalty: 3782.377686
	Iteration 189Q: 3 clusters Score -1.498245e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -14982518.000000 Penalty: 3782.377686
	Iteration 190Q: 3 clusters Score -1.498252e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -14982571.000000 Penalty: 3782.377686
	Iteration 191Q: 3 clusters Score -1.498257e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -14982608.000000 Penalty: 3782.377686
	Iteration 192Q: 3 clusters Score -1.498261e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -14982665.000000 Penalty: 3782.377686
	Iteration 193Q: 3 clusters Score -1.498266e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -14982719.000000 Penalty: 3782.377686
	Iteration 194Q: 3 clusters Score -1.498272e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -14982761.000000 Penalty: 3782.377686
	Iteration 195Q: 3 clusters Score -1.498276e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -14982758.000000 Penalty: 3782.377686
	Iteration 196Q: 3 clusters Score -1.498276e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -14982795.000000 Penalty: 3782.377686
	Iteration 197Q: 3 clusters Score -1.49828e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -14982861.000000 Penalty: 3782.377686
	Iteration 198Q: 3 clusters Score -1.498286e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -14982919.000000 Penalty: 3782.377686
	Iteration 199Q: 3 clusters Score -1.498292e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -14982949.000000 Penalty: 3782.377686
	Iteration 200F: 3 clusters Score -1.498295e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -14982971.000000 Penalty: 3782.377686
	Iteration 201Q: 3 clusters Score -1.498297e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -14983013.000000 Penalty: 3782.377686
	Iteration 202Q: 3 clusters Score -1.498301e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -14983061.000000 Penalty: 3782.377686
	Iteration 203Q: 3 clusters Score -1.498306e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -14983036.000000 Penalty: 3782.377686
	Iteration 204Q: 3 clusters Score -1.498304e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -14983105.000000 Penalty: 3782.377686
	Iteration 205Q: 3 clusters Score -1.49831e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -14983124.000000 Penalty: 3782.377686
	Iteration 206Q: 3 clusters Score -1.498312e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -14983143.000000 Penalty: 3782.377686
	Iteration 207Q: 3 clusters Score -1.498314e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -14983174.000000 Penalty: 3782.377686
	Iteration 208Q: 3 clusters Score -1.498317e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -14983193.000000 Penalty: 3782.377686
	Iteration 209Q: 3 clusters Score -1.498319e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -14983231.000000 Penalty: 3782.377686
	Iteration 210Q: 3 clusters Score -1.498323e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -14983273.000000 Penalty: 3782.377686
	Iteration 211Q: 3 clusters Score -1.498327e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -14983222.000000 Penalty: 3782.377686
	Iteration 212Q: 3 clusters Score -1.498322e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -14983218.000000 Penalty: 3782.377686
	Iteration 213Q: 3 clusters Score -1.498322e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -14983180.000000 Penalty: 3782.377686
	Iteration 214Q: 3 clusters Score -1.498318e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -14983168.000000 Penalty: 3782.377686
	Iteration 215Q: 3 clusters Score -1.498317e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -14983150.000000 Penalty: 3782.377686
	Iteration 216Q: 3 clusters Score -1.498315e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -14983125.000000 Penalty: 3782.377686
	Iteration 217Q: 3 clusters Score -1.498312e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -14983031.000000 Penalty: 3782.377686
	Iteration 218Q: 3 clusters Score -1.498303e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -14982993.000000 Penalty: 3782.377686
	Iteration 219Q: 3 clusters Score -1.498299e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -14982948.000000 Penalty: 3782.377686
	Iteration 220F: 3 clusters Score -1.498295e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -14982953.000000 Penalty: 3782.377686
	Iteration 221Q: 3 clusters Score -1.498295e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -14982949.000000 Penalty: 3782.377686
	Iteration 222Q: 3 clusters Score -1.498295e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -14982888.000000 Penalty: 3782.377686
	Iteration 223Q: 3 clusters Score -1.498289e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -14982820.000000 Penalty: 3782.377686
	Iteration 224Q: 3 clusters Score -1.498282e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -14982797.000000 Penalty: 3782.377686
	Iteration 225Q: 3 clusters Score -1.49828e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -14982746.000000 Penalty: 3782.377686
	Iteration 226Q: 3 clusters Score -1.498275e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -14982658.000000 Penalty: 3782.377686
	Iteration 227Q: 3 clusters Score -1.498266e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -14982595.000000 Penalty: 3782.377686
	Iteration 228Q: 3 clusters Score -1.49826e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -14982537.000000 Penalty: 3782.377686
	Iteration 229Q: 3 clusters Score -1.498254e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -14982444.000000 Penalty: 3782.377686
	Iteration 230Q: 3 clusters Score -1.498244e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -14982357.000000 Penalty: 3782.377686
	Iteration 231Q: 3 clusters Score -1.498236e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -14982327.000000 Penalty: 3782.377686
	Iteration 232Q: 3 clusters Score -1.498233e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -14982221.000000 Penalty: 3782.377686
	Iteration 233Q: 3 clusters Score -1.498222e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -14982137.000000 Penalty: 3782.377686
	Iteration 234Q: 3 clusters Score -1.498214e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -14982003.000000 Penalty: 3782.377686
	Iteration 235Q: 3 clusters Score -1.4982e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -14981919.000000 Penalty: 3782.377686
	Iteration 236Q: 3 clusters Score -1.498192e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -14981838.000000 Penalty: 3782.377686
	Iteration 237Q: 3 clusters Score -1.498184e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -14981757.000000 Penalty: 3782.377686
	Iteration 238Q: 3 clusters Score -1.498176e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -14981652.000000 Penalty: 3782.377686
	Iteration 239Q: 3 clusters Score -1.498165e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -14981575.000000 Penalty: 3782.377686
	Iteration 240F: 3 clusters Score -1.498158e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -14981498.000000 Penalty: 3782.377686
	Iteration 241Q: 3 clusters Score -1.49815e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -14981410.000000 Penalty: 3782.377686
	Iteration 242Q: 3 clusters Score -1.498141e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -14981304.000000 Penalty: 3782.377686
	Iteration 243Q: 3 clusters Score -1.49813e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -14981225.000000 Penalty: 3782.377686
	Iteration 244Q: 3 clusters Score -1.498122e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -14981167.000000 Penalty: 3782.377686
	Iteration 245Q: 3 clusters Score -1.498117e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -14981136.000000 Penalty: 3782.377686
	Iteration 246Q: 3 clusters Score -1.498114e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -14981089.000000 Penalty: 3782.377686
	Iteration 247Q: 3 clusters Score -1.498109e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -14981032.000000 Penalty: 3782.377686
	Iteration 248Q: 3 clusters Score -1.498103e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -14981004.000000 Penalty: 3782.377686
	Iteration 249Q: 3 clusters Score -1.4981e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -14980937.000000 Penalty: 3782.377686
	Iteration 250Q: 3 clusters Score -1.498094e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -14980895.000000 Penalty: 3782.377686
	Iteration 251Q: 3 clusters Score -1.49809e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -14980861.000000 Penalty: 3782.377686
	Iteration 252Q: 3 clusters Score -1.498086e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -14980812.000000 Penalty: 3782.377686
	Iteration 253Q: 3 clusters Score -1.498081e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -14980803.000000 Penalty: 3782.377686
	Iteration 254Q: 3 clusters Score -1.49808e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -14980736.000000 Penalty: 3782.377686
	Iteration 255Q: 3 clusters Score -1.498074e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -14980685.000000 Penalty: 3782.377686
	Iteration 256Q: 3 clusters Score -1.498068e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -14980607.000000 Penalty: 3782.377686
	Iteration 257Q: 3 clusters Score -1.498061e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -14980563.000000 Penalty: 3782.377686
	Iteration 258Q: 3 clusters Score -1.498056e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -14980543.000000 Penalty: 3782.377686
	Iteration 259Q: 3 clusters Score -1.498054e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -14980473.000000 Penalty: 3782.377686
	Iteration 260F: 3 clusters Score -1.498047e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -14980390.000000 Penalty: 3782.377686
	Iteration 261Q: 3 clusters Score -1.498039e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -14980379.000000 Penalty: 3782.377686
	Iteration 262Q: 3 clusters Score -1.498038e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -14980352.000000 Penalty: 3782.377686
	Iteration 263Q: 3 clusters Score -1.498035e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -14980345.000000 Penalty: 3782.377686
	Iteration 264Q: 3 clusters Score -1.498034e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -14980299.000000 Penalty: 3782.377686
	Iteration 265Q: 3 clusters Score -1.49803e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -14980334.000000 Penalty: 3782.377686
	Iteration 266Q: 3 clusters Score -1.498033e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -14980306.000000 Penalty: 3782.377686
	Iteration 267Q: 3 clusters Score -1.498031e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -14980298.000000 Penalty: 3782.377686
	Iteration 268Q: 3 clusters Score -1.49803e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -14980258.000000 Penalty: 3782.377686
	Iteration 269Q: 3 clusters Score -1.498026e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -14980255.000000 Penalty: 3782.377686
	Iteration 270Q: 3 clusters Score -1.498026e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -14980247.000000 Penalty: 3782.377686
	Iteration 271Q: 3 clusters Score -1.498025e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -14980208.000000 Penalty: 3782.377686
	Iteration 272Q: 3 clusters Score -1.498021e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -14980184.000000 Penalty: 3782.377686
	Iteration 273Q: 3 clusters Score -1.498018e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -14980179.000000 Penalty: 3782.377686
	Iteration 274Q: 3 clusters Score -1.498018e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -14980176.000000 Penalty: 3782.377686
	Iteration 275Q: 3 clusters Score -1.498018e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -14980189.000000 Penalty: 3782.377686
	Iteration 276Q: 3 clusters Score -1.498019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -14980163.000000 Penalty: 3782.377686
	Iteration 277Q: 3 clusters Score -1.498016e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -14980166.000000 Penalty: 3782.377686
	Iteration 278Q: 3 clusters Score -1.498017e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -14980147.000000 Penalty: 3782.377686
	Iteration 279Q: 3 clusters Score -1.498015e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -14980141.000000 Penalty: 3782.377686
	Iteration 280F: 3 clusters Score -1.498014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -14980134.000000 Penalty: 3782.377686
	Iteration 281Q: 3 clusters Score -1.498013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -14980137.000000 Penalty: 3782.377686
	Iteration 282Q: 3 clusters Score -1.498014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -14980119.000000 Penalty: 3782.377686
	Iteration 283Q: 3 clusters Score -1.498012e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -14980116.000000 Penalty: 3782.377686
	Iteration 284Q: 3 clusters Score -1.498012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -14980113.000000 Penalty: 3782.377686
	Iteration 285Q: 3 clusters Score -1.498011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -14980091.000000 Penalty: 3782.377686
	Iteration 286Q: 3 clusters Score -1.498009e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -14980095.000000 Penalty: 3782.377686
	Iteration 287Q: 3 clusters Score -1.49801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -14980110.000000 Penalty: 3782.377686
	Iteration 288Q: 3 clusters Score -1.498011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -14980115.000000 Penalty: 3782.377686
	Iteration 289Q: 3 clusters Score -1.498012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -14980122.000000 Penalty: 3782.377686
	Iteration 290Q: 3 clusters Score -1.498012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -14980131.000000 Penalty: 3782.377686
	Iteration 291Q: 3 clusters Score -1.498013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -14980127.000000 Penalty: 3782.377686
	Iteration 292Q: 3 clusters Score -1.498013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -14980123.000000 Penalty: 3782.377686
	Iteration 293Q: 3 clusters Score -1.498012e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -14980096.000000 Penalty: 3782.377686
	Iteration 294Q: 3 clusters Score -1.49801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -14980085.000000 Penalty: 3782.377686
	Iteration 295Q: 3 clusters Score -1.498008e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -14980078.000000 Penalty: 3782.377686
	Iteration 296Q: 3 clusters Score -1.498008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -14980065.000000 Penalty: 3782.377686
	Iteration 297Q: 3 clusters Score -1.498006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -14980054.000000 Penalty: 3782.377686
	Iteration 298Q: 3 clusters Score -1.498005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -14980034.000000 Penalty: 3782.377686
	Iteration 299Q: 3 clusters Score -1.498003e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -14980037.000000 Penalty: 3782.377686
	Iteration 300F: 3 clusters Score -1.498004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -14980033.000000 Penalty: 3782.377686
	Iteration 301Q: 3 clusters Score -1.498003e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -14980029.000000 Penalty: 3782.377686
	Iteration 302Q: 3 clusters Score -1.498003e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -14980015.000000 Penalty: 3782.377686
	Iteration 303Q: 3 clusters Score -1.498002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -14980006.000000 Penalty: 3782.377686
	Iteration 304Q: 3 clusters Score -1.498001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -14979991.000000 Penalty: 3782.377686
	Iteration 305Q: 3 clusters Score -1.497999e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -14979978.000000 Penalty: 3782.377686
	Iteration 306Q: 3 clusters Score -1.497998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -14979962.000000 Penalty: 3782.377686
	Iteration 307Q: 3 clusters Score -1.497996e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -14979956.000000 Penalty: 3782.377686
	Iteration 308Q: 3 clusters Score -1.497996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -14979927.000000 Penalty: 3782.377686
	Iteration 309Q: 3 clusters Score -1.497993e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -14979945.000000 Penalty: 3782.377686
	Iteration 310Q: 3 clusters Score -1.497994e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -14979918.000000 Penalty: 3782.377686
	Iteration 311Q: 3 clusters Score -1.497992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -14979907.000000 Penalty: 3782.377686
	Iteration 312Q: 3 clusters Score -1.497991e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -14979895.000000 Penalty: 3782.377686
	Iteration 313Q: 3 clusters Score -1.49799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -14979916.000000 Penalty: 3782.377686
	Iteration 314Q: 3 clusters Score -1.497992e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -14979908.000000 Penalty: 3782.377686
	Iteration 315Q: 3 clusters Score -1.497991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -14979906.000000 Penalty: 3782.377686
	Iteration 316Q: 3 clusters Score -1.497991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -14979896.000000 Penalty: 3782.377686
	Iteration 317Q: 3 clusters Score -1.49799e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -14979935.000000 Penalty: 3782.377686
	Iteration 318Q: 3 clusters Score -1.497994e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -14979935.000000 Penalty: 3782.377686
	Iteration 319Q: 3 clusters Score -1.497994e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -14979932.000000 Penalty: 3782.377686
	Iteration 320F: 3 clusters Score -1.497993e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -14979922.000000 Penalty: 3782.377686
	Iteration 321Q: 3 clusters Score -1.497992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -14979913.000000 Penalty: 3782.377686
	Iteration 322Q: 3 clusters Score -1.497991e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -14979924.000000 Penalty: 3782.377686
	Iteration 323Q: 3 clusters Score -1.497992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -14979927.000000 Penalty: 3782.377686
	Iteration 324Q: 3 clusters Score -1.497993e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -14979948.000000 Penalty: 3782.377686
	Iteration 325Q: 3 clusters Score -1.497995e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -14979926.000000 Penalty: 3782.377686
	Iteration 326Q: 3 clusters Score -1.497993e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -14979965.000000 Penalty: 3782.377686
	Iteration 327Q: 3 clusters Score -1.497996e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -14979959.000000 Penalty: 3782.377686
	Iteration 328Q: 3 clusters Score -1.497996e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -14979996.000000 Penalty: 3782.377686
	Iteration 329Q: 3 clusters Score -1.498e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -14979943.000000 Penalty: 3782.377686
	Iteration 330Q: 3 clusters Score -1.497994e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -14979969.000000 Penalty: 3782.377686
	Iteration 331Q: 3 clusters Score -1.497997e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -14979950.000000 Penalty: 3782.377686
	Iteration 332Q: 3 clusters Score -1.497995e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -14979916.000000 Penalty: 3782.377686
	Iteration 333Q: 3 clusters Score -1.497992e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -14979904.000000 Penalty: 3782.377686
	Iteration 334Q: 3 clusters Score -1.49799e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -14979890.000000 Penalty: 3782.377686
	Iteration 335Q: 3 clusters Score -1.497989e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -14979919.000000 Penalty: 3782.377686
	Iteration 336Q: 3 clusters Score -1.497992e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -14979954.000000 Penalty: 3782.377686
	Iteration 337Q: 3 clusters Score -1.497995e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -14979967.000000 Penalty: 3782.377686
	Iteration 338Q: 3 clusters Score -1.497997e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -14980011.000000 Penalty: 3782.377686
	Iteration 339Q: 3 clusters Score -1.498001e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -14980032.000000 Penalty: 3782.377686
	Iteration 340F: 3 clusters Score -1.498003e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -14980084.000000 Penalty: 3782.377686
	Iteration 341Q: 3 clusters Score -1.498008e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -14980115.000000 Penalty: 3782.377686
	Iteration 342Q: 3 clusters Score -1.498012e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -14980170.000000 Penalty: 3782.377686
	Iteration 343Q: 3 clusters Score -1.498017e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -14980233.000000 Penalty: 3782.377686
	Iteration 344Q: 3 clusters Score -1.498023e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -14980264.000000 Penalty: 3782.377686
	Iteration 345Q: 3 clusters Score -1.498026e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -14980196.000000 Penalty: 3782.377686
	Iteration 346Q: 3 clusters Score -1.49802e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -14980271.000000 Penalty: 3782.377686
	Iteration 347Q: 3 clusters Score -1.498027e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -14980334.000000 Penalty: 3782.377686
	Iteration 348Q: 3 clusters Score -1.498033e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -14980408.000000 Penalty: 3782.377686
	Iteration 349Q: 3 clusters Score -1.498041e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -14980567.000000 Penalty: 3782.377686
	Iteration 350Q: 3 clusters Score -1.498057e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -14980688.000000 Penalty: 3782.377686
	Iteration 351Q: 3 clusters Score -1.498069e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -14980904.000000 Penalty: 3782.377686
	Iteration 352Q: 3 clusters Score -1.49809e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -14981066.000000 Penalty: 3782.377686
	Iteration 353Q: 3 clusters Score -1.498107e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -14981311.000000 Penalty: 3782.377686
	Iteration 354Q: 3 clusters Score -1.498131e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -14981539.000000 Penalty: 3782.377686
	Iteration 355Q: 3 clusters Score -1.498154e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -14981682.000000 Penalty: 3782.377686
	Iteration 356Q: 3 clusters Score -1.498168e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -14981857.000000 Penalty: 3782.377686
	Iteration 357Q: 3 clusters Score -1.498186e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -14982168.000000 Penalty: 3782.377686
	Iteration 358Q: 3 clusters Score -1.498217e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -14982470.000000 Penalty: 3782.377686
	Iteration 359Q: 3 clusters Score -1.498247e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -14982650.000000 Penalty: 3782.377686
	Iteration 360F: 3 clusters Score -1.498265e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -14982864.000000 Penalty: 3782.377686
	Iteration 361Q: 3 clusters Score -1.498286e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -14983012.000000 Penalty: 3782.377686
	Iteration 362Q: 3 clusters Score -1.498301e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -14983163.000000 Penalty: 3782.377686
	Iteration 363Q: 3 clusters Score -1.498316e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -14983278.000000 Penalty: 3782.377686
	Iteration 364Q: 3 clusters Score -1.498328e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -14983321.000000 Penalty: 3782.377686
	Iteration 365Q: 3 clusters Score -1.498332e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -14983369.000000 Penalty: 3782.377686
	Iteration 366Q: 3 clusters Score -1.498337e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -14983261.000000 Penalty: 3782.377686
	Iteration 367Q: 3 clusters Score -1.498326e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -14983207.000000 Penalty: 3782.377686
	Iteration 368Q: 3 clusters Score -1.498321e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -14983246.000000 Penalty: 3782.377686
	Iteration 369Q: 3 clusters Score -1.498325e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -14983205.000000 Penalty: 3782.377686
	Iteration 370Q: 3 clusters Score -1.49832e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -14983203.000000 Penalty: 3782.377686
	Iteration 371Q: 3 clusters Score -1.49832e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -14983124.000000 Penalty: 3782.377686
	Iteration 372Q: 3 clusters Score -1.498312e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -14983130.000000 Penalty: 3782.377686
	Iteration 373Q: 3 clusters Score -1.498313e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -14983095.000000 Penalty: 3782.377686
	Iteration 374Q: 3 clusters Score -1.49831e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -14983020.000000 Penalty: 3782.377686
	Iteration 375Q: 3 clusters Score -1.498302e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -14982966.000000 Penalty: 3782.377686
	Iteration 376Q: 3 clusters Score -1.498297e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -14982923.000000 Penalty: 3782.377686
	Iteration 377Q: 3 clusters Score -1.498292e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -14982925.000000 Penalty: 3782.377686
	Iteration 378Q: 3 clusters Score -1.498292e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -14982895.000000 Penalty: 3782.377686
	Iteration 379Q: 3 clusters Score -1.49829e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -14982842.000000 Penalty: 3782.377686
	Iteration 380F: 3 clusters Score -1.498284e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -14982795.000000 Penalty: 3782.377686
	Iteration 381Q: 3 clusters Score -1.49828e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -14982743.000000 Penalty: 3782.377686
	Iteration 382Q: 3 clusters Score -1.498274e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -14982701.000000 Penalty: 3782.377686
	Iteration 383Q: 3 clusters Score -1.49827e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -14982658.000000 Penalty: 3782.377686
	Iteration 384Q: 3 clusters Score -1.498266e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -14982639.000000 Penalty: 3782.377686
	Iteration 385Q: 3 clusters Score -1.498264e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -14982623.000000 Penalty: 3782.377686
	Iteration 386Q: 3 clusters Score -1.498262e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -14982631.000000 Penalty: 3782.377686
	Iteration 387Q: 3 clusters Score -1.498263e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -14982621.000000 Penalty: 3782.377686
	Iteration 388Q: 3 clusters Score -1.498262e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -14982577.000000 Penalty: 3782.377686
	Iteration 389Q: 3 clusters Score -1.498258e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -14982546.000000 Penalty: 3782.377686
	Iteration 390Q: 3 clusters Score -1.498255e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -14982516.000000 Penalty: 3782.377686
	Iteration 391Q: 3 clusters Score -1.498252e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -14982498.000000 Penalty: 3782.377686
	Iteration 392Q: 3 clusters Score -1.49825e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -14982440.000000 Penalty: 3782.377686
	Iteration 393Q: 3 clusters Score -1.498244e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -14982435.000000 Penalty: 3782.377686
	Iteration 394Q: 3 clusters Score -1.498244e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -14982402.000000 Penalty: 3782.377686
	Iteration 395Q: 3 clusters Score -1.49824e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -14982371.000000 Penalty: 3782.377686
	Iteration 396Q: 3 clusters Score -1.498237e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -14982352.000000 Penalty: 3782.377686
	Iteration 397Q: 3 clusters Score -1.498235e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -14982337.000000 Penalty: 3782.377686
	Iteration 398Q: 3 clusters Score -1.498234e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -14982318.000000 Penalty: 3782.377686
	Iteration 399Q: 3 clusters Score -1.498232e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -14982321.000000 Penalty: 3782.377686
	Iteration 400F: 3 clusters Score -1.498232e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -14982296.000000 Penalty: 3782.377686
	Iteration 401Q: 3 clusters Score -1.49823e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -14982294.000000 Penalty: 3782.377686
	Iteration 402Q: 3 clusters Score -1.498229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -14982315.000000 Penalty: 3782.377686
	Iteration 403Q: 3 clusters Score -1.498232e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -14982287.000000 Penalty: 3782.377686
	Iteration 404Q: 3 clusters Score -1.498229e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -14982258.000000 Penalty: 3782.377686
	Iteration 405Q: 3 clusters Score -1.498226e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -14982311.000000 Penalty: 3782.377686
	Iteration 406Q: 3 clusters Score -1.498231e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -14982384.000000 Penalty: 3782.377686
	Iteration 407Q: 3 clusters Score -1.498238e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -14982414.000000 Penalty: 3782.377686
	Iteration 408Q: 3 clusters Score -1.498241e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -14982419.000000 Penalty: 3782.377686
	Iteration 409Q: 3 clusters Score -1.498242e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -14982422.000000 Penalty: 3782.377686
	Iteration 410Q: 3 clusters Score -1.498242e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -14982462.000000 Penalty: 3782.377686
	Iteration 411Q: 3 clusters Score -1.498246e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -14982522.000000 Penalty: 3782.377686
	Iteration 412Q: 3 clusters Score -1.498252e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -14982585.000000 Penalty: 3782.377686
	Iteration 413Q: 3 clusters Score -1.498258e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -14982653.000000 Penalty: 3782.377686
	Iteration 414Q: 3 clusters Score -1.498265e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -14982702.000000 Penalty: 3782.377686
	Iteration 415Q: 3 clusters Score -1.49827e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -14982746.000000 Penalty: 3782.377686
	Iteration 416Q: 3 clusters Score -1.498275e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -14982839.000000 Penalty: 3782.377686
	Iteration 417Q: 3 clusters Score -1.498284e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -14982913.000000 Penalty: 3782.377686
	Iteration 418Q: 3 clusters Score -1.498291e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -14982972.000000 Penalty: 3782.377686
	Iteration 419Q: 3 clusters Score -1.498297e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -14983005.000000 Penalty: 3782.377686
	Iteration 420F: 3 clusters Score -1.4983e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -14983035.000000 Penalty: 3782.377686
	Iteration 421Q: 3 clusters Score -1.498304e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -14983026.000000 Penalty: 3782.377686
	Iteration 422Q: 3 clusters Score -1.498303e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -14983084.000000 Penalty: 3782.377686
	Iteration 423Q: 3 clusters Score -1.498308e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -14983084.000000 Penalty: 3782.377686
	Iteration 424Q: 3 clusters Score -1.498308e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -14983094.000000 Penalty: 3782.377686
	Iteration 425Q: 3 clusters Score -1.498309e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -14983124.000000 Penalty: 3782.377686
	Iteration 426Q: 3 clusters Score -1.498312e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -14983157.000000 Penalty: 3782.377686
	Iteration 427Q: 3 clusters Score -1.498316e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -14983254.000000 Penalty: 3782.377686
	Iteration 428Q: 3 clusters Score -1.498325e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -14983257.000000 Penalty: 3782.377686
	Iteration 429Q: 3 clusters Score -1.498326e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -14983183.000000 Penalty: 3782.377686
	Iteration 430Q: 3 clusters Score -1.498318e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -14983177.000000 Penalty: 3782.377686
	Iteration 431Q: 3 clusters Score -1.498318e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -14983183.000000 Penalty: 3782.377686
	Iteration 432Q: 3 clusters Score -1.498318e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -14983133.000000 Penalty: 3782.377686
	Iteration 433Q: 3 clusters Score -1.498313e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -14983077.000000 Penalty: 3782.377686
	Iteration 434Q: 3 clusters Score -1.498308e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -14983098.000000 Penalty: 3782.377686
	Iteration 435Q: 3 clusters Score -1.49831e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -14983082.000000 Penalty: 3782.377686
	Iteration 436Q: 3 clusters Score -1.498308e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -14982912.000000 Penalty: 3782.377686
	Iteration 437Q: 3 clusters Score -1.498291e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -14982925.000000 Penalty: 3782.377686
	Iteration 438Q: 3 clusters Score -1.498292e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -14982856.000000 Penalty: 3782.377686
	Iteration 439Q: 3 clusters Score -1.498286e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -14982846.000000 Penalty: 3782.377686
	Iteration 440F: 3 clusters Score -1.498285e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -14982726.000000 Penalty: 3782.377686
	Iteration 441Q: 3 clusters Score -1.498273e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -14982663.000000 Penalty: 3782.377686
	Iteration 442Q: 3 clusters Score -1.498266e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -14982630.000000 Penalty: 3782.377686
	Iteration 443Q: 3 clusters Score -1.498263e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -14982516.000000 Penalty: 3782.377686
	Iteration 444Q: 3 clusters Score -1.498252e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -14982443.000000 Penalty: 3782.377686
	Iteration 445Q: 3 clusters Score -1.498244e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -14982356.000000 Penalty: 3782.377686
	Iteration 446Q: 3 clusters Score -1.498236e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -14982201.000000 Penalty: 3782.377686
	Iteration 447Q: 3 clusters Score -1.49822e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -14982022.000000 Penalty: 3782.377686
	Iteration 448Q: 3 clusters Score -1.498202e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -14981902.000000 Penalty: 3782.377686
	Iteration 449Q: 3 clusters Score -1.49819e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -14981789.000000 Penalty: 3782.377686
	Iteration 450Q: 3 clusters Score -1.498179e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -14981733.000000 Penalty: 3782.377686
	Iteration 451Q: 3 clusters Score -1.498173e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -14981603.000000 Penalty: 3782.377686
	Iteration 452Q: 3 clusters Score -1.49816e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -14981516.000000 Penalty: 3782.377686
	Iteration 453Q: 3 clusters Score -1.498152e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -14981360.000000 Penalty: 3782.377686
	Iteration 454Q: 3 clusters Score -1.498136e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -14981293.000000 Penalty: 3782.377686
	Iteration 455Q: 3 clusters Score -1.498129e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -14981151.000000 Penalty: 3782.377686
	Iteration 456Q: 3 clusters Score -1.498115e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -14981074.000000 Penalty: 3782.377686
	Iteration 457Q: 3 clusters Score -1.498107e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -14981024.000000 Penalty: 3782.377686
	Iteration 458Q: 3 clusters Score -1.498102e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -14980970.000000 Penalty: 3782.377686
	Iteration 459Q: 3 clusters Score -1.498097e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -14980878.000000 Penalty: 3782.377686
	Iteration 460F: 3 clusters Score -1.498088e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -14980780.000000 Penalty: 3782.377686
	Iteration 461Q: 3 clusters Score -1.498078e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -14980808.000000 Penalty: 3782.377686
	Iteration 462Q: 3 clusters Score -1.498081e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -14980760.000000 Penalty: 3782.377686
	Iteration 463Q: 3 clusters Score -1.498076e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -14980733.000000 Penalty: 3782.377686
	Iteration 464Q: 3 clusters Score -1.498073e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -14980667.000000 Penalty: 3782.377686
	Iteration 465Q: 3 clusters Score -1.498067e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -14980620.000000 Penalty: 3782.377686
	Iteration 466Q: 3 clusters Score -1.498062e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -14980566.000000 Penalty: 3782.377686
	Iteration 467Q: 3 clusters Score -1.498057e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -14980510.000000 Penalty: 3782.377686
	Iteration 468Q: 3 clusters Score -1.498051e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -14980445.000000 Penalty: 3782.377686
	Iteration 469Q: 3 clusters Score -1.498044e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -14980351.000000 Penalty: 3782.377686
	Iteration 470Q: 3 clusters Score -1.498035e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -14980302.000000 Penalty: 3782.377686
	Iteration 471Q: 3 clusters Score -1.49803e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -14980303.000000 Penalty: 3782.377686
	Iteration 472Q: 3 clusters Score -1.49803e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -14980259.000000 Penalty: 3782.377686
	Iteration 473Q: 3 clusters Score -1.498026e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -14980221.000000 Penalty: 3782.377686
	Iteration 474Q: 3 clusters Score -1.498022e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -14980206.000000 Penalty: 3782.377686
	Iteration 475Q: 3 clusters Score -1.498021e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -14980157.000000 Penalty: 3782.377686
	Iteration 476Q: 3 clusters Score -1.498016e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -14980130.000000 Penalty: 3782.377686
	Iteration 477Q: 3 clusters Score -1.498013e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -14980076.000000 Penalty: 3782.377686
	Iteration 478Q: 3 clusters Score -1.498008e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -14980046.000000 Penalty: 3782.377686
	Iteration 479Q: 3 clusters Score -1.498005e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -14980008.000000 Penalty: 3782.377686
	Iteration 480F: 3 clusters Score -1.498001e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -14979961.000000 Penalty: 3782.377686
	Iteration 481Q: 3 clusters Score -1.497996e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -14979929.000000 Penalty: 3782.377686
	Iteration 482Q: 3 clusters Score -1.497993e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -14979899.000000 Penalty: 3782.377686
	Iteration 483Q: 3 clusters Score -1.49799e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -14979843.000000 Penalty: 3782.377686
	Iteration 484Q: 3 clusters Score -1.497984e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -14979787.000000 Penalty: 3782.377686
	Iteration 485Q: 3 clusters Score -1.497979e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -14979769.000000 Penalty: 3782.377686
	Iteration 486Q: 3 clusters Score -1.497977e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -14979719.000000 Penalty: 3782.377686
	Iteration 487Q: 3 clusters Score -1.497972e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -14979720.000000 Penalty: 3782.377686
	Iteration 488Q: 3 clusters Score -1.497972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -14979738.000000 Penalty: 3782.377686
	Iteration 489Q: 3 clusters Score -1.497974e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -14979727.000000 Penalty: 3782.377686
	Iteration 490Q: 3 clusters Score -1.497973e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -14979692.000000 Penalty: 3782.377686
	Iteration 491Q: 3 clusters Score -1.497969e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -14979685.000000 Penalty: 3782.377686
	Iteration 492Q: 3 clusters Score -1.497968e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -14979663.000000 Penalty: 3782.377686
	Iteration 493Q: 3 clusters Score -1.497966e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -14979586.000000 Penalty: 3782.377686
	Iteration 494Q: 3 clusters Score -1.497959e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -14979562.000000 Penalty: 3782.377686
	Iteration 495Q: 3 clusters Score -1.497956e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -14979577.000000 Penalty: 3782.377686
	Iteration 496Q: 3 clusters Score -1.497958e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -14979536.000000 Penalty: 3782.377686
	Iteration 497Q: 3 clusters Score -1.497954e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -14979542.000000 Penalty: 3782.377686
	Iteration 498Q: 3 clusters Score -1.497954e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -14979494.000000 Penalty: 3782.377686
	Iteration 499Q: 3 clusters Score -1.497949e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -14979463.000000 Penalty: 3782.377686
	Iteration 500F: 3 clusters Score -1.497946e+07 nChanged 174
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 63005 members 
Mstep: Class 15 contains 27485 members 
Mstep: Class 16 contains 18724 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 539 members 
Mstep: Class 29 contains 78479 members 
Mstep: Class 30 contains 85848 members 
Entering Unmasked Estep 
Score: -85828640.000000 Penalty: 65338.035156
Splitting cluster 15 changes total score from -85745688.000000 to -85828640.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (18724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Entering Unmasked Estep 
Score: -3017525.000000 Penalty: 1598.603760
	Iteration 0F: 2 clusters Score -3017525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3004877.250000 Penalty: 3197.207520
	Iteration 0F: 3 clusters Score -3004877 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3011278.250000 Penalty: 3197.207520
	Iteration 1F: 3 clusters Score -3011278 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3013961.250000 Penalty: 3197.207520
	Iteration 2F: 3 clusters Score -3013961 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3016552.500000 Penalty: 3197.207520
	Iteration 3F: 3 clusters Score -3016552 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3018111.000000 Penalty: 3197.207520
	Iteration 4F: 3 clusters Score -3018111 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3018812.250000 Penalty: 3197.207520
	Iteration 5F: 3 clusters Score -3018812 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3019092.750000 Penalty: 3197.207520
	Iteration 6Q: 3 clusters Score -3019093 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3019245.500000 Penalty: 3197.207520
	Iteration 7Q: 3 clusters Score -3019246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3019350.000000 Penalty: 3197.207520
	Iteration 8Q: 3 clusters Score -3019350 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3019412.750000 Penalty: 3197.207520
	Iteration 9Q: 3 clusters Score -3019413 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3019470.250000 Penalty: 3197.207520
	Iteration 10Q: 3 clusters Score -3019470 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3019520.000000 Penalty: 3197.207520
	Iteration 11Q: 3 clusters Score -3019520 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3019567.500000 Penalty: 3197.207520
	Iteration 12Q: 3 clusters Score -3019568 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3019602.000000 Penalty: 3197.207520
	Iteration 13Q: 3 clusters Score -3019602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3019644.250000 Penalty: 3197.207520
	Iteration 14Q: 3 clusters Score -3019644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3019698.500000 Penalty: 3197.207520
	Iteration 15Q: 3 clusters Score -3019698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3019718.500000 Penalty: 3197.207520
	Iteration 16Q: 3 clusters Score -3019718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3019755.000000 Penalty: 3197.207520
	Iteration 17Q: 3 clusters Score -3019755 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3019791.750000 Penalty: 3197.207520
	Iteration 18Q: 3 clusters Score -3019792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3019813.250000 Penalty: 3197.207520
	Iteration 19Q: 3 clusters Score -3019813 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3019836.000000 Penalty: 3197.207520
	Iteration 20F: 3 clusters Score -3019836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3019850.500000 Penalty: 3197.207520
	Iteration 21Q: 3 clusters Score -3019850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3019859.750000 Penalty: 3197.207520
	Iteration 22Q: 3 clusters Score -3019860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3019878.750000 Penalty: 3197.207520
	Iteration 23Q: 3 clusters Score -3019879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3019900.000000 Penalty: 3197.207520
	Iteration 24Q: 3 clusters Score -3019900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3019910.500000 Penalty: 3197.207520
	Iteration 25Q: 3 clusters Score -3019910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3019925.750000 Penalty: 3197.207520
	Iteration 26Q: 3 clusters Score -3019926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3019939.500000 Penalty: 3197.207520
	Iteration 27Q: 3 clusters Score -3019940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3019939.000000 Penalty: 3197.207520
	Iteration 28Q: 3 clusters Score -3019939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3019940.750000 Penalty: 3197.207520
	Iteration 29Q: 3 clusters Score -3019941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3019947.500000 Penalty: 3197.207520
	Iteration 30Q: 3 clusters Score -3019948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3019963.000000 Penalty: 3197.207520
	Iteration 31Q: 3 clusters Score -3019963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3019973.000000 Penalty: 3197.207520
	Iteration 32Q: 3 clusters Score -3019973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3019972.500000 Penalty: 3197.207520
	Iteration 33Q: 3 clusters Score -3019972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3019972.250000 Penalty: 3197.207520
	Iteration 34Q: 3 clusters Score -3019972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3019963.000000 Penalty: 3197.207520
	Iteration 35Q: 3 clusters Score -3019963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3019971.000000 Penalty: 3197.207520
	Iteration 36Q: 3 clusters Score -3019971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3019978.000000 Penalty: 3197.207520
	Iteration 37Q: 3 clusters Score -3019978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3019981.750000 Penalty: 3197.207520
	Iteration 38Q: 3 clusters Score -3019982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3019984.000000 Penalty: 3197.207520
	Iteration 39Q: 3 clusters Score -3019984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3019987.000000 Penalty: 3197.207520
	Iteration 40F: 3 clusters Score -3019987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3019990.500000 Penalty: 3197.207520
	Iteration 41Q: 3 clusters Score -3019990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3019995.000000 Penalty: 3197.207520
	Iteration 42Q: 3 clusters Score -3019995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3019995.000000 Penalty: 3197.207520
	Iteration 43Q: 3 clusters Score -3019995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3019994.250000 Penalty: 3197.207520
	Iteration 44Q: 3 clusters Score -3019994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3019991.750000 Penalty: 3197.207520
	Iteration 45Q: 3 clusters Score -3019992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3019993.500000 Penalty: 3197.207520
	Iteration 46Q: 3 clusters Score -3019994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3019995.250000 Penalty: 3197.207520
	Iteration 47Q: 3 clusters Score -3019995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3019997.000000 Penalty: 3197.207520
	Iteration 48Q: 3 clusters Score -3019997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3019996.250000 Penalty: 3197.207520
	Iteration 49Q: 3 clusters Score -3019996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3019993.500000 Penalty: 3197.207520
	Iteration 50Q: 3 clusters Score -3019994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3019992.500000 Penalty: 3197.207520
	Iteration 51Q: 3 clusters Score -3019992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3019992.750000 Penalty: 3197.207520
	Iteration 52Q: 3 clusters Score -3019993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3019997.000000 Penalty: 3197.207520
	Iteration 53Q: 3 clusters Score -3019997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3019999.000000 Penalty: 3197.207520
	Iteration 54Q: 3 clusters Score -3019999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3019990.250000 Penalty: 3197.207520
	Iteration 55Q: 3 clusters Score -3019990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3019999.250000 Penalty: 3197.207520
	Iteration 56Q: 3 clusters Score -3019999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3019999.250000 Penalty: 3197.207520
	Iteration 57F: 3 clusters Score -3019999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 63005 members 
Mstep: Class 15 contains 27485 members 
Mstep: Class 16 contains 16131 members 
Mstep: Class 17 contains 126610 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 40066 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 109516 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 30405 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 539 members 
Mstep: Class 29 contains 78479 members 
Mstep: Class 30 contains 85848 members 
Mstep: Class 31 contains 2593 members 
Entering Unmasked Estep 
Score: -85830600.000000 Penalty: 67515.968750
Splitting cluster 16 changes total score from -85745688.000000 to -85830600.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (126610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Entering Unmasked Estep 
Score: -16689633.000000 Penalty: 1909.190918
	Iteration 0F: 2 clusters Score -1.668963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -16650525.000000 Penalty: 3818.381836
	Iteration 0F: 3 clusters Score -1.665052e+07 nChanged 61171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -16686024.000000 Penalty: 3818.381836
	Iteration 1F: 3 clusters Score -1.668602e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -16686816.000000 Penalty: 3818.381836
	Iteration 2Q: 3 clusters Score -1.668682e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -16687761.000000 Penalty: 3818.381836
	Iteration 3Q: 3 clusters Score -1.668776e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -16689082.000000 Penalty: 3818.381836
	Iteration 4Q: 3 clusters Score -1.668908e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -16690550.000000 Penalty: 3818.381836
	Iteration 5Q: 3 clusters Score -1.669055e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -16693192.000000 Penalty: 3818.381836
	Iteration 6Q: 3 clusters Score -1.669319e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -16697153.000000 Penalty: 3818.381836
	Iteration 7F: 3 clusters Score -1.669715e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -16702997.000000 Penalty: 3818.381836
	Iteration 8F: 3 clusters Score -1.6703e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -16708794.000000 Penalty: 3818.381836
	Iteration 9F: 3 clusters Score -1.670879e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -16711721.000000 Penalty: 3818.381836
	Iteration 10F: 3 clusters Score -1.671172e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -16712314.000000 Penalty: 3818.381836
	Iteration 11Q: 3 clusters Score -1.671231e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -16712514.000000 Penalty: 3818.381836
	Iteration 12Q: 3 clusters Score -1.671251e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -16712717.000000 Penalty: 3818.381836
	Iteration 13Q: 3 clusters Score -1.671272e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -16712824.000000 Penalty: 3818.381836
	Iteration 14Q: 3 clusters Score -1.671282e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -16713041.000000 Penalty: 3818.381836
	Iteration 15Q: 3 clusters Score -1.671304e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -16713157.000000 Penalty: 3818.381836
	Iteration 16Q: 3 clusters Score -1.671316e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -16713336.000000 Penalty: 3818.381836
	Iteration 17Q: 3 clusters Score -1.671334e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -16713536.000000 Penalty: 3818.381836
	Iteration 18Q: 3 clusters Score -1.671354e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -16713592.000000 Penalty: 3818.381836
	Iteration 19Q: 3 clusters Score -1.671359e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -16713750.000000 Penalty: 3818.381836
	Iteration 20F: 3 clusters Score -1.671375e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -16713873.000000 Penalty: 3818.381836
	Iteration 21Q: 3 clusters Score -1.671387e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -16713997.000000 Penalty: 3818.381836
	Iteration 22Q: 3 clusters Score -1.6714e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -16714249.000000 Penalty: 3818.381836
	Iteration 23Q: 3 clusters Score -1.671425e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -16714419.000000 Penalty: 3818.381836
	Iteration 24Q: 3 clusters Score -1.671442e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -16714544.000000 Penalty: 3818.381836
	Iteration 25Q: 3 clusters Score -1.671454e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -16714743.000000 Penalty: 3818.381836
	Iteration 26Q: 3 clusters Score -1.671474e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -16714885.000000 Penalty: 3818.381836
	Iteration 27Q: 3 clusters Score -1.671488e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -16715000.000000 Penalty: 3818.381836
	Iteration 28Q: 3 clusters Score -1.6715e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -16715106.000000 Penalty: 3818.381836
	Iteration 29Q: 3 clusters Score -1.671511e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -16715210.000000 Penalty: 3818.381836
	Iteration 30Q: 3 clusters Score -1.671521e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -16715348.000000 Penalty: 3818.381836
	Iteration 31Q: 3 clusters Score -1.671535e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -16715347.000000 Penalty: 3818.381836
	Iteration 32Q: 3 clusters Score -1.671535e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -16715500.000000 Penalty: 3818.381836
	Iteration 33Q: 3 clusters Score -1.67155e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -16715594.000000 Penalty: 3818.381836
	Iteration 34Q: 3 clusters Score -1.671559e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -16715653.000000 Penalty: 3818.381836
	Iteration 35Q: 3 clusters Score -1.671565e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -16715719.000000 Penalty: 3818.381836
	Iteration 36Q: 3 clusters Score -1.671572e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -16715858.000000 Penalty: 3818.381836
	Iteration 37Q: 3 clusters Score -1.671586e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -16715934.000000 Penalty: 3818.381836
	Iteration 38Q: 3 clusters Score -1.671593e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contain